From 58c88c71efa552a2f6ec29417b3bb78bf48be16c Mon Sep 17 00:00:00 2001 From: Xisco Jimenez Forteza <xisco@Xiscos-MacBook-Pro.local> Date: Wed, 10 Jun 2020 10:58:16 +0200 Subject: [PATCH] added code and organise folders --- code/RDGW150914.nb | 40353 ++++++++++++++++++++++++++++++ code/RDQlmn.nb | 43832 +++++++++++++++++++++++++++++++++ code/RDown.m | 909 + code/RDown.nb | 5763 +++++ code/mcmc.m | 475 + code/mcmc_demonst.nb | 8103 ++++++ plots/Resolvability_freq.pdf | Bin 0 -> 75967 bytes plots/Resolvability_tau.pdf | Bin 0 -> 70049 bytes 8 files changed, 99435 insertions(+) create mode 100644 code/RDGW150914.nb create mode 100644 code/RDQlmn.nb create mode 100644 code/RDown.m create mode 100644 code/RDown.nb create mode 100755 code/mcmc.m create mode 100755 code/mcmc_demonst.nb create mode 100644 plots/Resolvability_freq.pdf create mode 100644 plots/Resolvability_tau.pdf diff --git a/code/RDGW150914.nb b/code/RDGW150914.nb new file mode 100644 index 0000000..b27892a --- /dev/null +++ b/code/RDGW150914.nb @@ -0,0 +1,40353 @@ +(* Content-type: application/vnd.wolfram.mathematica *) + +(*** Wolfram Notebook File ***) +(* http://www.wolfram.com/nb *) + +(* CreatedBy='Mathematica 11.1' *) + +(*CacheID: 234*) +(* Internal cache information: +NotebookFileLineBreakTest +NotebookFileLineBreakTest +NotebookDataPosition[ 158, 7] +NotebookDataLength[ 2131644, 40345] +NotebookOptionsPosition[ 2101196, 39865] +NotebookOutlinePosition[ 2101589, 39881] +CellTagsIndexPosition[ 2101546, 39878] +WindowFrame->Normal*) + +(* Beginning of Notebook Content *) +Notebook[{ +Cell[BoxData[" "], "Input", + CellChangeTimes->{ + 3.7655856604551153`*^9},ExpressionUUID->"b264c5ff-f87f-40da-a5af-\ +1063cf14d492"], + +Cell[CellGroupData[{ + +Cell["RDown excitation time", "Title", + CellChangeTimes->{{3.7171355710697517`*^9, + 3.7171356028895473`*^9}},ExpressionUUID->"5097a656-6573-421d-a328-\ +a078df002a6d"], + +Cell[BoxData[ + RowBox[{"Quit", "[", "]"}]], "Input", + CellChangeTimes->{{3.772628159141247*^9, 3.772628161249263*^9}, { + 3.785052589392028*^9, 3.785052592823535*^9}}, + CellLabel->"In[43]:=",ExpressionUUID->"a3e945ca-aec6-4e56-9c18-d3988f012f14"], + +Cell["\<\ +X. Jimenez, S. Bhagwat. Notebook used to generate the results of arxiv: \ +1910.08708. \ +\>", "Text", + CellChangeTimes->{{3.785052599778894*^9, 3.785052650812586*^9}, + 3.785057313940979*^9},ExpressionUUID->"00b6872e-619f-48d4-9f8a-\ +689d6d924d82"], + +Cell[CellGroupData[{ + +Cell["Setup", "Section", + CellChangeTimes->{{3.717145376675954*^9, 3.7171453778419027`*^9}, { + 3.725360092733674*^9, + 3.725360093603505*^9}},ExpressionUUID->"9900b6d0-dc8c-447c-a37f-\ +e8c5145de8f6"], + +Cell[CellGroupData[{ + +Cell["Load package", "Subsection", + CellChangeTimes->{{3.799119833730782*^9, + 3.7991198361011353`*^9}},ExpressionUUID->"43942484-b301-4fc3-8d9b-\ +c3772441b7fa"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{"SetDirectory", "[", + RowBox[{"NotebookDirectory", "[", "]"}], "]"}], ";"}], "\n", + RowBox[{"<<", "RDown.m"}]}], "Code", + CellChangeTimes->{{3.799119881021441*^9, 3.799119911381034*^9}}, + CellLabel->"In[18]:=",ExpressionUUID->"c0db8e74-dd80-42af-a468-91ff88fda5e0"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell["Setup paths and other notebook folders", "Subsection", + CellChangeTimes->{{3.76257774139565*^9, + 3.7625777648770647`*^9}},ExpressionUUID->"a67c1d6f-896d-4f35-97b2-\ +0a19462019d3"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{ + RowBox[{"(*", " ", + RowBox[{"Change", " ", "accordingly"}], " ", "*)"}], "\n", + RowBox[{"(*", + RowBox[{"Dirs", " ", "and", " ", "export"}], "*)"}], "\n", + RowBox[{ + RowBox[{"MetaDir2", "=", "\"\<~/SVN/PhenomHM/bin/\>\""}], "\n", + RowBox[{"notdir", "=", + RowBox[{"NotebookDirectory", "[", "]"}]}], "\n", + RowBox[{"l2dir", "=", + RowBox[{ + RowBox[{"NotebookDirectory", "[", "]"}], "<>", "\"\<l2\>\""}]}], "\n", + RowBox[{"(*", "export", "*)"}], "\n", + RowBox[{"ExportDir", "=", + RowBox[{"NotebookDirectory", "[", "]"}]}], "\n", + RowBox[{"(*", " ", + RowBox[{"sxs", " ", "data", " ", "folders"}], " ", "*)"}], "\n", + RowBox[{ + RowBox[{"sxsdir", "=", "\"\</Users/xisco/SXS\>\""}], ";"}], "\n", + RowBox[{"ExportQ", "=", "False"}]}]}]], "Code", + CellChangeTimes->{ + 3.7625787067637377`*^9, {3.7625787621100388`*^9, 3.762578766498042*^9}, { + 3.7625788039303837`*^9, 3.76257880843638*^9}, {3.762579176451227*^9, + 3.762579205498322*^9}, 3.783842026281891*^9, {3.785048517032866*^9, + 3.785048568634179*^9}, 3.785052064855216*^9, 3.785052098677169*^9, { + 3.785052662782302*^9, 3.785052711482973*^9}, {3.799112511472287*^9, + 3.799112532529355*^9}, 3.799119917854619*^9}, + CellLabel->"In[19]:=",ExpressionUUID->"30bc80d2-d9cf-4069-9531-5f4acedd0001"], + +Cell[BoxData["\<\"~/SVN/PhenomHM/bin/\"\>"], "Output", + CellChangeTimes->{ + 3.783842026701007*^9, 3.785048518304873*^9, {3.785048560068667*^9, + 3.785048568978181*^9}, 3.785049253329767*^9, 3.785052065129835*^9, + 3.785052099152103*^9, {3.785052670230401*^9, 3.785052694567835*^9}, + 3.7851593450784693`*^9, 3.7885250556151648`*^9, 3.788588575862797*^9, + 3.789016362173621*^9, 3.7891011549963293`*^9, 3.797132614190453*^9, + 3.799112665247805*^9, 3.799113935415126*^9, 3.799119918271703*^9, + 3.799120995960281*^9, 3.799121677934214*^9, 3.799121962967039*^9, + 3.799122084051723*^9, {3.799122271970655*^9, 3.799122300180772*^9}, + 3.800074670788219*^9, 3.800088529035158*^9, 3.800088987554646*^9, { + 3.800089240330798*^9, 3.8000892698047457`*^9}, 3.800089321469308*^9, + 3.800089430939406*^9, 3.800089495114328*^9, 3.800089595557542*^9, + 3.8001483800963783`*^9, 3.800539327230917*^9, 3.800610134848797*^9, + 3.8007053722090387`*^9, 3.800705568161461*^9}, + CellLabel->"Out[19]=",ExpressionUUID->"2ccdfda7-13e0-41af-8189-fcc6dd27fdaf"], + +Cell[BoxData["\<\"/Users/xisco/git/rdstackingproject/\"\>"], "Output", + CellChangeTimes->{ + 3.783842026701007*^9, 3.785048518304873*^9, {3.785048560068667*^9, + 3.785048568978181*^9}, 3.785049253329767*^9, 3.785052065129835*^9, + 3.785052099152103*^9, {3.785052670230401*^9, 3.785052694567835*^9}, + 3.7851593450784693`*^9, 3.7885250556151648`*^9, 3.788588575862797*^9, + 3.789016362173621*^9, 3.7891011549963293`*^9, 3.797132614190453*^9, + 3.799112665247805*^9, 3.799113935415126*^9, 3.799119918271703*^9, + 3.799120995960281*^9, 3.799121677934214*^9, 3.799121962967039*^9, + 3.799122084051723*^9, {3.799122271970655*^9, 3.799122300180772*^9}, + 3.800074670788219*^9, 3.800088529035158*^9, 3.800088987554646*^9, { + 3.800089240330798*^9, 3.8000892698047457`*^9}, 3.800089321469308*^9, + 3.800089430939406*^9, 3.800089495114328*^9, 3.800089595557542*^9, + 3.8001483800963783`*^9, 3.800539327230917*^9, 3.800610134848797*^9, + 3.8007053722090387`*^9, 3.8007055682244596`*^9}, + CellLabel->"Out[20]=",ExpressionUUID->"7d09c3ac-4c3b-4ff0-a37b-e514a687a425"], + +Cell[BoxData["\<\"/Users/xisco/git/rdstackingproject/l2\"\>"], "Output", + CellChangeTimes->{ + 3.783842026701007*^9, 3.785048518304873*^9, {3.785048560068667*^9, + 3.785048568978181*^9}, 3.785049253329767*^9, 3.785052065129835*^9, + 3.785052099152103*^9, {3.785052670230401*^9, 3.785052694567835*^9}, + 3.7851593450784693`*^9, 3.7885250556151648`*^9, 3.788588575862797*^9, + 3.789016362173621*^9, 3.7891011549963293`*^9, 3.797132614190453*^9, + 3.799112665247805*^9, 3.799113935415126*^9, 3.799119918271703*^9, + 3.799120995960281*^9, 3.799121677934214*^9, 3.799121962967039*^9, + 3.799122084051723*^9, {3.799122271970655*^9, 3.799122300180772*^9}, + 3.800074670788219*^9, 3.800088529035158*^9, 3.800088987554646*^9, { + 3.800089240330798*^9, 3.8000892698047457`*^9}, 3.800089321469308*^9, + 3.800089430939406*^9, 3.800089495114328*^9, 3.800089595557542*^9, + 3.8001483800963783`*^9, 3.800539327230917*^9, 3.800610134848797*^9, + 3.8007053722090387`*^9, 3.800705568233471*^9}, + CellLabel->"Out[21]=",ExpressionUUID->"fa23e6f2-2bc3-4466-8b3c-a10c67b915e7"], + +Cell[BoxData["\<\"/Users/xisco/git/rdstackingproject/\"\>"], "Output", + CellChangeTimes->{ + 3.783842026701007*^9, 3.785048518304873*^9, {3.785048560068667*^9, + 3.785048568978181*^9}, 3.785049253329767*^9, 3.785052065129835*^9, + 3.785052099152103*^9, {3.785052670230401*^9, 3.785052694567835*^9}, + 3.7851593450784693`*^9, 3.7885250556151648`*^9, 3.788588575862797*^9, + 3.789016362173621*^9, 3.7891011549963293`*^9, 3.797132614190453*^9, + 3.799112665247805*^9, 3.799113935415126*^9, 3.799119918271703*^9, + 3.799120995960281*^9, 3.799121677934214*^9, 3.799121962967039*^9, + 3.799122084051723*^9, {3.799122271970655*^9, 3.799122300180772*^9}, + 3.800074670788219*^9, 3.800088529035158*^9, 3.800088987554646*^9, { + 3.800089240330798*^9, 3.8000892698047457`*^9}, 3.800089321469308*^9, + 3.800089430939406*^9, 3.800089495114328*^9, 3.800089595557542*^9, + 3.8001483800963783`*^9, 3.800539327230917*^9, 3.800610134848797*^9, + 3.8007053722090387`*^9, 3.800705568303995*^9}, + CellLabel->"Out[22]=",ExpressionUUID->"1c1e66c9-2d46-4c80-9370-7d67067f2cd1"], + +Cell[BoxData["False"], "Output", + CellChangeTimes->{ + 3.783842026701007*^9, 3.785048518304873*^9, {3.785048560068667*^9, + 3.785048568978181*^9}, 3.785049253329767*^9, 3.785052065129835*^9, + 3.785052099152103*^9, {3.785052670230401*^9, 3.785052694567835*^9}, + 3.7851593450784693`*^9, 3.7885250556151648`*^9, 3.788588575862797*^9, + 3.789016362173621*^9, 3.7891011549963293`*^9, 3.797132614190453*^9, + 3.799112665247805*^9, 3.799113935415126*^9, 3.799119918271703*^9, + 3.799120995960281*^9, 3.799121677934214*^9, 3.799121962967039*^9, + 3.799122084051723*^9, {3.799122271970655*^9, 3.799122300180772*^9}, + 3.800074670788219*^9, 3.800088529035158*^9, 3.800088987554646*^9, { + 3.800089240330798*^9, 3.8000892698047457`*^9}, 3.800089321469308*^9, + 3.800089430939406*^9, 3.800089495114328*^9, 3.800089595557542*^9, + 3.8001483800963783`*^9, 3.800539327230917*^9, 3.800610134848797*^9, + 3.8007053722090387`*^9, 3.800705568307764*^9}, + CellLabel->"Out[24]=",ExpressionUUID->"81add6dd-4af1-43c0-ac4c-3063013c13f3"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{ + RowBox[{"(*", " ", "PlotStyle", " ", "*)"}], "\n", + RowBox[{ + RowBox[{"markers", "=", + RowBox[{"{", + RowBox[{ + "\"\<\[FilledCircle]\>\"", ",", "\"\<\[FilledSquare]\>\"", ",", + "\"\<\[FilledDiamond]\>\"", ",", "\"\<\[FilledUpTriangle]\>\"", ",", + "\"\<\[FilledDownTriangle]\>\"", ",", "\"\<\[EmptyCircle]\>\"", ",", + "\"\<\[EmptySquare]\>\"", ",", "\"\<\[EmptyDiamond]\>\"", ",", + "\"\<\[EmptyUpTriangle]\>\"", ",", "\"\<\[EmptyDownTriangle]\>\""}], + "}"}]}], "\n", + RowBox[{"colors", "=", + RowBox[{"ColorData", "[", + RowBox[{"97", ",", "\"\<ColorList\>\""}], "]"}]}], "\n", + RowBox[{ + RowBox[{"l1", "=", ".025"}], ";"}], "\n", + RowBox[{ + RowBox[{"l2", "=", ".001"}], ";"}], "\n", + RowBox[{ + RowBox[{"s", "=", + RowBox[{"l1", "/", "2"}]}], ";"}]}]}]], "Code", + CellChangeTimes->{{3.770258655384822*^9, 3.770258658711926*^9}, { + 3.785048597172567*^9, 3.785048611784268*^9}, {3.7850518765860777`*^9, + 3.785051879447013*^9}}, + CellLabel->"In[25]:=",ExpressionUUID->"494472f9-bffd-4b4b-9e5c-be9d6bf1c8d4"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{"\<\"\[FilledCircle]\"\>", ",", "\<\"\[FilledSquare]\"\>", + ",", "\<\"\[FilledDiamond]\"\>", ",", "\<\"\[FilledUpTriangle]\"\>", + ",", "\<\"\[FilledDownTriangle]\"\>", ",", "\<\"\[EmptyCircle]\"\>", + ",", "\<\"\[EmptySquare]\"\>", ",", "\<\"\[EmptyDiamond]\"\>", + ",", "\<\"\[EmptyUpTriangle]\"\>", ",", "\<\"\[EmptyDownTriangle]\"\>"}], + "}"}]], "Output", + CellChangeTimes->{{3.785048598454445*^9, 3.7850486121743803`*^9}, + 3.7850492534864817`*^9, 3.7850518797807217`*^9, 3.7851593453111877`*^9, + 3.788525055881117*^9, 3.788588576142179*^9, 3.789016362482636*^9, + 3.7891011551402693`*^9, 3.7971326144003468`*^9, 3.799112667826545*^9, + 3.799113935678566*^9, 3.799119920100224*^9, 3.79912099675138*^9, + 3.799121678020488*^9, 3.79912196315336*^9, 3.7991220841956873`*^9, { + 3.799122272245305*^9, 3.799122300399253*^9}, 3.8000746708421507`*^9, + 3.8000885291890907`*^9, 3.800088987611136*^9, {3.800089240452045*^9, + 3.800089269881946*^9}, 3.800089321591539*^9, 3.800089431077919*^9, + 3.800089495187615*^9, 3.800089595616612*^9, 3.800148380233251*^9, + 3.800539327345366*^9, 3.800610134971425*^9, 3.800705385664913*^9, + 3.80070556987372*^9}, + CellLabel->"Out[25]=",ExpressionUUID->"a60e70ff-1d11-4a23-8241-bcc8a298aa59"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{ + {GrayLevel[0], RectangleBox[{0, 0}]}, + {GrayLevel[0], RectangleBox[{1, -1}]}, + {RGBColor[0.368417, 0.506779, 0.709798], + RectangleBox[{0, -1}, {2, 1}]}}, + AspectRatio->1, + DefaultBaseStyle->"ColorSwatchGraphics", + Frame->True, + FrameStyle->RGBColor[ + 0.24561133333333335`, 0.3378526666666667, 0.4731986666666667], + FrameTicks->None, + ImageSize-> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification]}], + PlotRangePadding->None], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.368417`", ",", "0.506779`", ",", "0.709798`"}], "]"}], + NumberMarks -> False]], + Appearance->None, + BaseStyle->{}, + BaselinePosition->Baseline, + ButtonFunction:>With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.368417, 0.506779, 0.709798]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], {0, {Left, Bottom}}, { + Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", "EvaluatorQuit"}]]]], + DefaultBaseStyle->{}, + Evaluator->Automatic, + Method->"Preemptive"], + RGBColor[0.368417, 0.506779, 0.709798], + Editable->False, + Selectable->False], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{ + {GrayLevel[0], RectangleBox[{0, 0}]}, + {GrayLevel[0], RectangleBox[{1, -1}]}, + {RGBColor[0.880722, 0.611041, 0.142051], + RectangleBox[{0, -1}, {2, 1}]}}, + AspectRatio->1, + DefaultBaseStyle->"ColorSwatchGraphics", + Frame->True, + FrameStyle->RGBColor[ + 0.587148, 0.40736066666666665`, 0.09470066666666668], + FrameTicks->None, + ImageSize-> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification]}], + PlotRangePadding->None], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.880722`", ",", "0.611041`", ",", "0.142051`"}], "]"}], + NumberMarks -> False]], + Appearance->None, + BaseStyle->{}, + BaselinePosition->Baseline, + ButtonFunction:>With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.880722, 0.611041, 0.142051]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], {0, {Left, Bottom}}, { + Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", "EvaluatorQuit"}]]]], + DefaultBaseStyle->{}, + Evaluator->Automatic, + Method->"Preemptive"], + RGBColor[0.880722, 0.611041, 0.142051], + Editable->False, + Selectable->False], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{ + {GrayLevel[0], RectangleBox[{0, 0}]}, + {GrayLevel[0], RectangleBox[{1, -1}]}, + {RGBColor[0.560181, 0.691569, 0.194885], + RectangleBox[{0, -1}, {2, 1}]}}, + AspectRatio->1, + DefaultBaseStyle->"ColorSwatchGraphics", + Frame->True, + FrameStyle->RGBColor[ + 0.37345400000000006`, 0.461046, 0.12992333333333334`], + FrameTicks->None, + ImageSize-> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification]}], + PlotRangePadding->None], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.560181`", ",", "0.691569`", ",", "0.194885`"}], "]"}], + NumberMarks -> False]], + Appearance->None, + BaseStyle->{}, + BaselinePosition->Baseline, + ButtonFunction:>With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.560181, 0.691569, 0.194885]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], {0, {Left, Bottom}}, { + Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", "EvaluatorQuit"}]]]], + DefaultBaseStyle->{}, + Evaluator->Automatic, + Method->"Preemptive"], + RGBColor[0.560181, 0.691569, 0.194885], + Editable->False, + Selectable->False], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{ + {GrayLevel[0], RectangleBox[{0, 0}]}, + {GrayLevel[0], RectangleBox[{1, -1}]}, + {RGBColor[0.922526, 0.385626, 0.209179], + RectangleBox[{0, -1}, {2, 1}]}}, + AspectRatio->1, + DefaultBaseStyle->"ColorSwatchGraphics", + Frame->True, + FrameStyle->RGBColor[ + 0.6150173333333333, 0.25708400000000003`, 0.13945266666666667`], + FrameTicks->None, + ImageSize-> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification]}], + PlotRangePadding->None], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.922526`", ",", "0.385626`", ",", "0.209179`"}], "]"}], + NumberMarks -> False]], + Appearance->None, + BaseStyle->{}, + BaselinePosition->Baseline, + ButtonFunction:>With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.922526, 0.385626, 0.209179]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], {0, {Left, Bottom}}, { + Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", "EvaluatorQuit"}]]]], + DefaultBaseStyle->{}, + Evaluator->Automatic, + Method->"Preemptive"], + RGBColor[0.922526, 0.385626, 0.209179], + Editable->False, + Selectable->False], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{ + {GrayLevel[0], RectangleBox[{0, 0}]}, + {GrayLevel[0], RectangleBox[{1, -1}]}, + {RGBColor[0.528488, 0.470624, 0.701351], + RectangleBox[{0, -1}, {2, 1}]}}, + AspectRatio->1, + DefaultBaseStyle->"ColorSwatchGraphics", + Frame->True, + FrameStyle->RGBColor[ + 0.3523253333333333, 0.3137493333333333, 0.46756733333333333`], + FrameTicks->None, + ImageSize-> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification]}], + PlotRangePadding->None], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.528488`", ",", "0.470624`", ",", "0.701351`"}], "]"}], + NumberMarks -> False]], + Appearance->None, + BaseStyle->{}, + BaselinePosition->Baseline, + ButtonFunction:>With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.528488, 0.470624, 0.701351]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], {0, {Left, Bottom}}, { + Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", "EvaluatorQuit"}]]]], + DefaultBaseStyle->{}, + Evaluator->Automatic, + Method->"Preemptive"], + RGBColor[0.528488, 0.470624, 0.701351], + Editable->False, + Selectable->False], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{ + {GrayLevel[0], RectangleBox[{0, 0}]}, + {GrayLevel[0], RectangleBox[{1, -1}]}, + {RGBColor[0.772079, 0.431554, 0.102387], + RectangleBox[{0, -1}, {2, 1}]}}, + AspectRatio->1, + DefaultBaseStyle->"ColorSwatchGraphics", + Frame->True, + FrameStyle->RGBColor[ + 0.5147193333333333, 0.28770266666666666`, 0.06825800000000001], + FrameTicks->None, + ImageSize-> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification]}], + PlotRangePadding->None], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.772079`", ",", "0.431554`", ",", "0.102387`"}], "]"}], + NumberMarks -> False]], + Appearance->None, + BaseStyle->{}, + BaselinePosition->Baseline, + ButtonFunction:>With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.772079, 0.431554, 0.102387]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], {0, {Left, Bottom}}, { + Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", "EvaluatorQuit"}]]]], + DefaultBaseStyle->{}, + Evaluator->Automatic, + Method->"Preemptive"], + RGBColor[0.772079, 0.431554, 0.102387], + Editable->False, + Selectable->False], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{ + {GrayLevel[0], RectangleBox[{0, 0}]}, + {GrayLevel[0], RectangleBox[{1, -1}]}, + {RGBColor[0.363898, 0.618501, 0.782349], + RectangleBox[{0, -1}, {2, 1}]}}, + AspectRatio->1, + DefaultBaseStyle->"ColorSwatchGraphics", + Frame->True, + FrameStyle->RGBColor[0.24259866666666668`, 0.412334, 0.521566], + FrameTicks->None, + ImageSize-> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification]}], + PlotRangePadding->None], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.363898`", ",", "0.618501`", ",", "0.782349`"}], "]"}], + NumberMarks -> False]], + Appearance->None, + BaseStyle->{}, + BaselinePosition->Baseline, + ButtonFunction:>With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.363898, 0.618501, 0.782349]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], {0, {Left, Bottom}}, { + Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", "EvaluatorQuit"}]]]], + DefaultBaseStyle->{}, + Evaluator->Automatic, + Method->"Preemptive"], + RGBColor[0.363898, 0.618501, 0.782349], + Editable->False, + Selectable->False], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{ + {GrayLevel[0], RectangleBox[{0, 0}]}, + {GrayLevel[0], RectangleBox[{1, -1}]}, + {RGBColor[1, 0.75, 0], RectangleBox[{0, -1}, {2, 1}]}}, + AspectRatio->1, + DefaultBaseStyle->"ColorSwatchGraphics", + Frame->True, + FrameStyle->RGBColor[0.6666666666666666, 0.5, 0.], + FrameTicks->None, + ImageSize-> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification]}], + PlotRangePadding->None], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"1", ",", "0.75`", ",", "0"}], "]"}], NumberMarks -> False]], + + Appearance->None, + BaseStyle->{}, + BaselinePosition->Baseline, + ButtonFunction:>With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = RGBColor[1, 0.75, 0]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], {0, {Left, Bottom}}, { + Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", "EvaluatorQuit"}]]]], + DefaultBaseStyle->{}, + Evaluator->Automatic, + Method->"Preemptive"], + RGBColor[1, 0.75, 0], + Editable->False, + Selectable->False], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{ + {GrayLevel[0], RectangleBox[{0, 0}]}, + {GrayLevel[0], RectangleBox[{1, -1}]}, + {RGBColor[0.647624, 0.37816, 0.614037], + RectangleBox[{0, -1}, {2, 1}]}}, + AspectRatio->1, + DefaultBaseStyle->"ColorSwatchGraphics", + Frame->True, + FrameStyle->RGBColor[ + 0.4317493333333333, 0.2521066666666667, 0.40935800000000006`], + FrameTicks->None, + ImageSize-> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification]}], + PlotRangePadding->None], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.647624`", ",", "0.37816`", ",", "0.614037`"}], "]"}], + NumberMarks -> False]], + Appearance->None, + BaseStyle->{}, + BaselinePosition->Baseline, + ButtonFunction:>With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.647624, 0.37816, 0.614037]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], {0, {Left, Bottom}}, { + Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", "EvaluatorQuit"}]]]], + DefaultBaseStyle->{}, + Evaluator->Automatic, + Method->"Preemptive"], + RGBColor[0.647624, 0.37816, 0.614037], + Editable->False, + Selectable->False], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{ + {GrayLevel[0], RectangleBox[{0, 0}]}, + {GrayLevel[0], RectangleBox[{1, -1}]}, + {RGBColor[0.571589, 0.586483, 0.], RectangleBox[{0, -1}, {2, 1}]}}, + AspectRatio->1, + DefaultBaseStyle->"ColorSwatchGraphics", + Frame->True, + FrameStyle->RGBColor[0.38105933333333336`, 0.39098866666666665`, 0.], + FrameTicks->None, + ImageSize-> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification]}], + PlotRangePadding->None], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.571589`", ",", "0.586483`", ",", "0.`"}], "]"}], + NumberMarks -> False]], + Appearance->None, + BaseStyle->{}, + BaselinePosition->Baseline, + ButtonFunction:>With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.571589, 0.586483, 0.]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], {0, {Left, Bottom}}, { + Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", "EvaluatorQuit"}]]]], + DefaultBaseStyle->{}, + Evaluator->Automatic, + Method->"Preemptive"], + RGBColor[0.571589, 0.586483, 0.], + Editable->False, + Selectable->False], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{ + {GrayLevel[0], RectangleBox[{0, 0}]}, + {GrayLevel[0], RectangleBox[{1, -1}]}, + {RGBColor[0.915, 0.3325, 0.2125], RectangleBox[{0, -1}, {2, 1}]}}, + AspectRatio->1, + DefaultBaseStyle->"ColorSwatchGraphics", + Frame->True, + FrameStyle->RGBColor[ + 0.6100000000000001, 0.22166666666666668`, 0.14166666666666666`], + FrameTicks->None, + ImageSize-> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification]}], + PlotRangePadding->None], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.915`", ",", "0.3325`", ",", "0.2125`"}], "]"}], + NumberMarks -> False]], + Appearance->None, + BaseStyle->{}, + BaselinePosition->Baseline, + ButtonFunction:>With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.915, 0.3325, 0.2125]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], {0, {Left, Bottom}}, { + Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", "EvaluatorQuit"}]]]], + DefaultBaseStyle->{}, + Evaluator->Automatic, + Method->"Preemptive"], + RGBColor[0.915, 0.3325, 0.2125], + Editable->False, + Selectable->False], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{ + {GrayLevel[0], RectangleBox[{0, 0}]}, + {GrayLevel[0], RectangleBox[{1, -1}]}, + {RGBColor[0.40082222609352647`, 0.5220066643438841, 0.85], + RectangleBox[{0, -1}, {2, 1}]}}, + AspectRatio->1, + DefaultBaseStyle->"ColorSwatchGraphics", + Frame->True, + FrameStyle->RGBColor[ + 0.2672148173956843, 0.34800444289592275`, 0.5666666666666667], + FrameTicks->None, + ImageSize-> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification]}], + PlotRangePadding->None], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{ + "0.40082222609352647`", ",", "0.5220066643438841`", ",", "0.85`"}], + "]"}], NumberMarks -> False]], + Appearance->None, + BaseStyle->{}, + BaselinePosition->Baseline, + ButtonFunction:>With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.40082222609352647`, 0.5220066643438841, 0.85]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], {0, {Left, Bottom}}, { + Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", "EvaluatorQuit"}]]]], + DefaultBaseStyle->{}, + Evaluator->Automatic, + Method->"Preemptive"], + RGBColor[0.40082222609352647`, 0.5220066643438841, 0.85], + Editable->False, + Selectable->False], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{ + {GrayLevel[0], RectangleBox[{0, 0}]}, + {GrayLevel[0], RectangleBox[{1, -1}]}, + {RGBColor[0.9728288904374106, 0.621644452187053, 0.07336199581899142], + RectangleBox[{0, -1}, {2, 1}]}}, + AspectRatio->1, + DefaultBaseStyle->"ColorSwatchGraphics", + Frame->True, + FrameStyle->RGBColor[ + 0.6485525936249404, 0.4144296347913687, 0.048907997212660946`], + FrameTicks->None, + ImageSize-> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification]}], + PlotRangePadding->None], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{ + "0.9728288904374106`", ",", "0.621644452187053`", ",", + "0.07336199581899142`"}], "]"}], NumberMarks -> False]], + Appearance->None, + BaseStyle->{}, + BaselinePosition->Baseline, + ButtonFunction:>With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.9728288904374106, 0.621644452187053, 0.07336199581899142]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], {0, {Left, Bottom}}, { + Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", "EvaluatorQuit"}]]]], + DefaultBaseStyle->{}, + Evaluator->Automatic, + Method->"Preemptive"], + RGBColor[0.9728288904374106, 0.621644452187053, 0.07336199581899142], + Editable->False, + Selectable->False], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{ + {GrayLevel[0], RectangleBox[{0, 0}]}, + {GrayLevel[0], RectangleBox[{1, -1}]}, + {RGBColor[0.736782672705901, 0.358, 0.5030266573755369], + RectangleBox[{0, -1}, {2, 1}]}}, + AspectRatio->1, + DefaultBaseStyle->"ColorSwatchGraphics", + Frame->True, + FrameStyle->RGBColor[ + 0.4911884484706007, 0.23866666666666667`, 0.3353511049170246], + FrameTicks->None, + ImageSize-> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification]}], + PlotRangePadding->None], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{ + "0.736782672705901`", ",", "0.358`", ",", "0.5030266573755369`"}], + "]"}], NumberMarks -> False]], + Appearance->None, + BaseStyle->{}, + BaselinePosition->Baseline, + ButtonFunction:>With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.736782672705901, 0.358, 0.5030266573755369]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], {0, {Left, Bottom}}, { + Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", "EvaluatorQuit"}]]]], + DefaultBaseStyle->{}, + Evaluator->Automatic, + Method->"Preemptive"], + RGBColor[0.736782672705901, 0.358, 0.5030266573755369], + Editable->False, + Selectable->False], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{ + {GrayLevel[0], RectangleBox[{0, 0}]}, + {GrayLevel[0], RectangleBox[{1, -1}]}, + {RGBColor[0.28026441037696703`, 0.715, 0.4292089322474965], + RectangleBox[{0, -1}, {2, 1}]}}, + AspectRatio->1, + DefaultBaseStyle->"ColorSwatchGraphics", + Frame->True, + FrameStyle->RGBColor[ + 0.18684294025131137`, 0.4766666666666667, 0.2861392881649977], + FrameTicks->None, + ImageSize-> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification]}], + PlotRangePadding->None], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{ + "0.28026441037696703`", ",", "0.715`", ",", "0.4292089322474965`"}], + "]"}], NumberMarks -> False]], + Appearance->None, + BaseStyle->{}, + BaselinePosition->Baseline, + ButtonFunction:>With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.28026441037696703`, 0.715, 0.4292089322474965]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], {0, {Left, Bottom}}, { + Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", "EvaluatorQuit"}]]]], + DefaultBaseStyle->{}, + Evaluator->Automatic, + Method->"Preemptive"], + RGBColor[0.28026441037696703`, 0.715, 0.4292089322474965], + Editable->False, + Selectable->False]}], "}"}]], "Output", + CellChangeTimes->{{3.785048598454445*^9, 3.7850486121743803`*^9}, + 3.7850492534864817`*^9, 3.7850518797807217`*^9, 3.7851593453111877`*^9, + 3.788525055881117*^9, 3.788588576142179*^9, 3.789016362482636*^9, + 3.7891011551402693`*^9, 3.7971326144003468`*^9, 3.799112667826545*^9, + 3.799113935678566*^9, 3.799119920100224*^9, 3.79912099675138*^9, + 3.799121678020488*^9, 3.79912196315336*^9, 3.7991220841956873`*^9, { + 3.799122272245305*^9, 3.799122300399253*^9}, 3.8000746708421507`*^9, + 3.8000885291890907`*^9, 3.800088987611136*^9, {3.800089240452045*^9, + 3.800089269881946*^9}, 3.800089321591539*^9, 3.800089431077919*^9, + 3.800089495187615*^9, 3.800089595616612*^9, 3.800148380233251*^9, + 3.800539327345366*^9, 3.800610134971425*^9, 3.800705385664913*^9, + 3.800705569883412*^9}, + CellLabel->"Out[26]=",ExpressionUUID->"b5d22dc8-259f-4646-a1cf-9a4a57338339"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData["sxsdir"], "Input", + CellLabel->"In[30]:=",ExpressionUUID->"d9b19bdb-27a1-4d6d-a850-2e57257ec101"], + +Cell[BoxData["\<\"/Users/xisco/SXS\"\>"], "Output", + CellChangeTimes->{3.800705485082981*^9, 3.80070557088974*^9}, + CellLabel->"Out[30]=",ExpressionUUID->"c37fbaa2-0965-48a7-ab49-2a39af5c4c84"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{ + RowBox[{"(*", " ", "*)"}], "\n", + RowBox[{ + RowBox[{"(", + RowBox[{"sxsdirs", "=", + RowBox[{ + RowBox[{"Select", "[", + RowBox[{ + RowBox[{"FileNames", "[", + RowBox[{"\"\<*\>\"", ",", "sxsdir"}], "]"}], ",", + RowBox[{ + RowBox[{"DirectoryQ", "[", "#", "]"}], "&"}]}], "]"}], "[", + RowBox[{"[", + RowBox[{"1", ";;", "1"}], "]"}], "]"}]}], ")"}], "//", + "TableForm"}]}]], "Code", + CellChangeTimes->{{3.717135764179719*^9, 3.717135771837091*^9}, { + 3.717136518068968*^9, 3.717136528523479*^9}, {3.717136777761176*^9, + 3.717136778183365*^9}, {3.717216436664942*^9, 3.717216448048617*^9}, { + 3.762057906843172*^9, 3.762057909124419*^9}, {3.779544702143293*^9, + 3.779544704677383*^9}, {3.78505268757415*^9, 3.785052688586061*^9}, { + 3.799113436921254*^9, 3.799113502782955*^9}, {3.8007054143590117`*^9, + 3.8007054229016657`*^9}}, + CellLabel->"In[31]:=",ExpressionUUID->"7a4e33f7-54ad-4c1b-a22b-ff786b495241"], + +Cell[BoxData[ + TagBox[ + TagBox[GridBox[{ + {"\<\"/Users/xisco/SXS/0031\"\>"} + }, + GridBoxAlignment->{"Columns" -> {{Left}}, "Rows" -> {{Baseline}}}, + GridBoxSpacings->{"Columns" -> { + Offset[0.27999999999999997`], { + Offset[0.5599999999999999]}, + Offset[0.27999999999999997`]}, "Rows" -> { + Offset[0.2], { + Offset[0.4]}, + Offset[0.2]}}], + Column], + Function[BoxForm`e$, + TableForm[BoxForm`e$]]]], "Output", + CellChangeTimes->{ + 3.799113437230446*^9, {3.79911347843753*^9, 3.799113503142103*^9}, + 3.7991139357851152`*^9, 3.799119921135962*^9, 3.7991209973461437`*^9, + 3.799121678193123*^9, 3.7991219633111563`*^9, 3.79912208429184*^9, { + 3.7991222723759747`*^9, 3.79912230068931*^9}, 3.8000746710235043`*^9, + 3.800088529328672*^9, 3.8000889876988297`*^9, {3.8000892405342617`*^9, + 3.800089269964023*^9}, 3.800089321627342*^9, 3.8000894311150913`*^9, + 3.8000894952233152`*^9, 3.800089595697467*^9, 3.8001483803868427`*^9, + 3.800539327409664*^9, 3.800610135027302*^9, {3.800705393026619*^9, + 3.80070542349475*^9}, 3.800705453698702*^9, 3.800705571388936*^9}, + CellLabel-> + "Out[31]//TableForm=",ExpressionUUID->"447df633-44d0-4b6c-bf9b-\ +a6e6ef6a4b74"] +}, Open ]] +}, Closed]], + +Cell[CellGroupData[{ + +Cell["Imports", "Subsection", + CellChangeTimes->{{3.7991159558445053`*^9, + 3.799115957130929*^9}},ExpressionUUID->"52065aaa-2113-4948-bf1b-\ +deac5c240d3e"], + +Cell[BoxData[ + RowBox[{"(*", " ", + RowBox[{ + "Import", " ", "all", " ", "the", " ", "modes", " ", "you", " ", "want", + " ", "to", " ", "use"}], " ", "*)"}]], "Input", + CellChangeTimes->{{3.799115973296041*^9, 3.799116001980762*^9}}, + CellLabel->"In[32]:=",ExpressionUUID->"b86a8975-1fe5-417a-89ed-be6326768bbb"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"modesn", "=", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"2", ",", "2", ",", "0"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2", ",", "2", ",", "1"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2", ",", "2", ",", "2"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2", ",", "2", ",", "3"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2", ",", "2", ",", "4"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2", ",", "2", ",", "5"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2", ",", "2", ",", "6"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2", ",", "2", ",", "7"}], "}"}]}], "}"}]}]], "Input", + CellChangeTimes->{{3.799116007730418*^9, 3.7991160596093693`*^9}}, + CellLabel->"In[34]:=",ExpressionUUID->"06e2301e-5177-41fb-afaa-f287067549f3"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"2", ",", "2", ",", "0"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2", ",", "2", ",", "1"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2", ",", "2", ",", "2"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2", ",", "2", ",", "3"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2", ",", "2", ",", "4"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2", ",", "2", ",", "5"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2", ",", "2", ",", "6"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2", ",", "2", ",", "7"}], "}"}]}], "}"}]], "Output", + CellChangeTimes->{ + 3.79911601067693*^9, 3.799116060371315*^9, 3.799119927757023*^9, + 3.799121680059918*^9, 3.799121963388822*^9, 3.799122084363244*^9, { + 3.799122272462105*^9, 3.799122300781939*^9}, 3.800074671034738*^9, + 3.800088529401778*^9, 3.800088987771379*^9, {3.800089240543439*^9, + 3.80008927003058*^9}, 3.8000893216877317`*^9, 3.8000894311711893`*^9, + 3.800089495286881*^9, 3.8000895957875338`*^9, 3.800148405131915*^9, + 3.8005393274512577`*^9, 3.800610135067175*^9, {3.8007055927643967`*^9, + 3.800705597451972*^9}}, + CellLabel->"Out[34]=",ExpressionUUID->"df489c29-9667-4660-95f8-43f6fc06a3f2"] +}, Open ]], + +Cell[BoxData[ + RowBox[{"(*", " ", + RowBox[{"Files", " ", "for", " ", "the", " ", "modes"}], " ", + "*)"}]], "Input", + CellChangeTimes->{{3.7991172206058073`*^9, 3.799117232783996*^9}}, + CellLabel->"In[34]:=",ExpressionUUID->"c8854ec3-190a-4684-b5f3-4ace18557cc8"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"Modefiles", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"notdir", "<>", "\"\<l\>\"", "<>", + RowBox[{"ToString", "[", + RowBox[{"modesn", "[", + RowBox[{"[", + RowBox[{"j", ",", "1"}], "]"}], "]"}], "]"}], "<>", "\"\</n\>\"", "<>", + RowBox[{"ToString", "[", + RowBox[{ + RowBox[{"modesn", "[", + RowBox[{"[", + RowBox[{"j", ",", "3"}], "]"}], "]"}], "+", "1"}], "]"}], "<>", + "\"\<l\>\"", "<>", + RowBox[{"ToString", "[", + RowBox[{"modesn", "[", + RowBox[{"[", + RowBox[{"j", ",", "1"}], "]"}], "]"}], "]"}], "<>", "\"\<m\>\"", "<>", + RowBox[{"ToString", "[", + RowBox[{"modesn", "[", + RowBox[{"[", + RowBox[{"j", ",", "2"}], "]"}], "]"}], "]"}], "<>", "\"\<.dat\>\""}], + ",", + RowBox[{"{", + RowBox[{"j", ",", + RowBox[{"Length", "@", "modesn"}]}], "}"}]}], "]"}]}]], "Input", + CellChangeTimes->{{3.799116066718706*^9, 3.799116183969667*^9}, { + 3.799116221329751*^9, 3.799116223632145*^9}, {3.7991162786627827`*^9, + 3.799116285885654*^9}, {3.7991163534374104`*^9, 3.79911639784995*^9}, { + 3.799116694401691*^9, 3.7991167077116737`*^9}}, + CellLabel->"In[35]:=",ExpressionUUID->"2f0fb05c-7c71-49a6-ba60-8302eff8fe03"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{"\<\"/Users/xisco/git/rdstackingproject/l2/n1l2m2.dat\"\>", + ",", "\<\"/Users/xisco/git/rdstackingproject/l2/n2l2m2.dat\"\>", + ",", "\<\"/Users/xisco/git/rdstackingproject/l2/n3l2m2.dat\"\>", + ",", "\<\"/Users/xisco/git/rdstackingproject/l2/n4l2m2.dat\"\>", + ",", "\<\"/Users/xisco/git/rdstackingproject/l2/n5l2m2.dat\"\>", + ",", "\<\"/Users/xisco/git/rdstackingproject/l2/n6l2m2.dat\"\>", + ",", "\<\"/Users/xisco/git/rdstackingproject/l2/n7l2m2.dat\"\>", + ",", "\<\"/Users/xisco/git/rdstackingproject/l2/n8l2m2.dat\"\>"}], + "}"}]], "Output", + CellChangeTimes->{ + 3.799116184826573*^9, 3.799116224061639*^9, 3.7991162873873873`*^9, + 3.799116355402153*^9, 3.799116398123296*^9, {3.799116696222416*^9, + 3.799116708064439*^9}, 3.799119929262824*^9, 3.799121680129674*^9, + 3.7991219634626427`*^9, 3.799122084375304*^9, {3.799122272555999*^9, + 3.799122300874164*^9}, 3.800074671099461*^9, 3.8000885294715147`*^9, + 3.8000889878447647`*^9, {3.800089240559409*^9, 3.800089270099875*^9}, + 3.8000893217612467`*^9, 3.800089431239541*^9, 3.800089495352811*^9, + 3.800089595851823*^9, 3.800148405206428*^9, 3.800539327493127*^9, + 3.800610135108379*^9, 3.8007055994616632`*^9}, + CellLabel->"Out[35]=",ExpressionUUID->"9db09de5-b2d4-4f69-b740-1e115fd0edbd"] +}, Open ]], + +Cell[BoxData[ + RowBox[{"(*", " ", + RowBox[{"Import", " ", "modes", " ", "data"}], " ", "*)"}]], "Input", + CellChangeTimes->{{3.7991172206058073`*^9, 3.799117246337256*^9}}, + CellLabel->"In[36]:=",ExpressionUUID->"0df3f40e-63bf-4cfc-bae6-67772d6f46d7"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"Modedata", "=", + RowBox[{"Import", "/@", "Modefiles"}]}], ";"}]], "Input", + CellChangeTimes->{{3.799117127671782*^9, 3.799117133283991*^9}}, + CellLabel->"In[37]:=",ExpressionUUID->"d6282e6c-47cc-4619-a070-be7d0ff2fcba"] +}, Closed]], + +Cell[CellGroupData[{ + +Cell["Functions", "Subsection", + CellChangeTimes->{{3.800610452722027*^9, + 3.80061045631584*^9}},ExpressionUUID->"4b9ecfeb-6f47-438b-ad84-\ +ec9353747a9e"], + +Cell[CellGroupData[{ + +Cell["Function for spheroidal", "Subsubsection", + CellChangeTimes->{{3.8007682184010963`*^9, + 3.800768223783148*^9}},ExpressionUUID->"75f4f4c2-1d45-4fea-8f7c-\ +c032cd62cda3"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"spheroidalKerr", "[", + RowBox[{"s_", ",", "l_", ",", "m_", ",", "a_"}], "]"}], ":=", + RowBox[{"Block", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + "\[Chi]", ",", "\[Alpha]\[Theta]", ",", "\[Beta]\[Theta]", ",", + "\[Gamma]\[Theta]", ",", "\[Alpha]r", ",", "\[Beta]r", ",", "\[Gamma]r", + ",", "A", ",", "A0", ",", "\[Omega]", ",", "\[Omega]0", ",", + RowBox[{"N", "=", "100"}], ",", "n", ",", "f\[Theta]", ",", "fr", ",", + "y", ",", "x", ",", "c", ",", "slm", ",", "ap", ",", "ap0", ",", "j", + ",", "z", ",", "Eq\[Theta]", ",", "Eqr", ",", "\[Delta]z", ",", "\n", + "zmax", ",", "c0", ",", "c1", ",", "c2", ",", "c3", ",", "c4", ",", "b", + ",", "nit", ",", "jump", ",", "na", ",", "\[Delta]a", ",", "k", ",", + "km", ",", "kp"}], "}"}], ",", "\n", "\n", + RowBox[{ + RowBox[{"\[Omega]0", " ", "=", " ", + RowBox[{"2", "*", + RowBox[{"(", + RowBox[{"0.37", " ", "-", + RowBox[{"0.08", " ", "I"}]}], ")"}]}]}], ";", "\n", + RowBox[{"c", " ", "=", " ", + RowBox[{"\[Chi]", " ", "\[Omega]"}]}], ";", "\n", "\n", + RowBox[{ + RowBox[{"{", + RowBox[{"km", ",", "kp"}], "}"}], " ", "=", " ", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"Abs", "[", + RowBox[{"m", "-", "s"}], "]"}], ",", + RowBox[{"Abs", "[", + RowBox[{"m", "+", "s"}], "]"}]}], "}"}], "/", "2"}]}], ";", "\n", + "\n", + RowBox[{"\[Alpha]\[Theta]", " ", "=", " ", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"-", "2"}], + RowBox[{"(", + RowBox[{"p", "+", "1"}], ")"}], + RowBox[{"(", + RowBox[{"p", "+", + RowBox[{"2", " ", "km"}], "+", "1"}], ")"}]}], ",", + RowBox[{"{", + RowBox[{"p", ",", "0", ",", "N"}], "}"}]}], "]"}]}], ";", "\n", + RowBox[{"\[Beta]\[Theta]", " ", "=", " ", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"p", + RowBox[{"(", + RowBox[{"p", "-", "1"}], ")"}]}], "+", + RowBox[{"2", "p", + RowBox[{"(", + RowBox[{"km", "+", "kp", "+", "1", "-", + RowBox[{"2", "c"}]}], ")"}]}], "-", + RowBox[{"(", + RowBox[{ + RowBox[{"2", "c", + RowBox[{"(", + RowBox[{ + RowBox[{"2", " ", "km"}], "+", "s", "+", "1"}], ")"}]}], "-", + RowBox[{ + RowBox[{"(", + RowBox[{"km", "+", "kp"}], ")"}], + RowBox[{"(", + RowBox[{"km", "+", "kp", "+", "1"}], ")"}]}]}], ")"}], "-", + RowBox[{"(", + RowBox[{ + RowBox[{"c", "^", "2"}], "+", + RowBox[{"s", + RowBox[{"(", + RowBox[{"s", "+", "1"}], ")"}]}], "+", "A"}], ")"}]}], ",", + RowBox[{"{", + RowBox[{"p", ",", "0", ",", "N"}], "}"}]}], "]"}]}], ";", "\n", + RowBox[{"\[Gamma]\[Theta]", " ", "=", " ", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"2", "c", + RowBox[{"(", + RowBox[{"p", "+", "km", "+", "kp", "+", "s"}], ")"}]}], ",", + RowBox[{"{", + RowBox[{"p", ",", "0", ",", "N"}], "}"}]}], "]"}]}], ";", "\n", "\n", + RowBox[{"b", " ", "=", " ", + RowBox[{"Sqrt", "[", + RowBox[{"1", "-", + RowBox[{"4", " ", + RowBox[{"\[Chi]", "^", "2"}]}]}], "]"}]}], ";", "\n", "\n", + RowBox[{"c0", " ", "=", " ", + RowBox[{"1", "-", "s", "-", + RowBox[{"I", " ", "\[Omega]"}], " ", "-", + RowBox[{"2", " ", + RowBox[{"I", "/", "b"}], + RowBox[{"(", + RowBox[{ + RowBox[{"\[Omega]", "/", "2"}], " ", "-", " ", + RowBox[{"\[Chi]", " ", "m"}]}], ")"}]}]}]}], ";", "\n", + RowBox[{"c1", " ", "=", " ", + RowBox[{ + RowBox[{"-", "4"}], "+", + RowBox[{"2", "I", " ", "\[Omega]", + RowBox[{"(", + RowBox[{"2", "+", "b"}], ")"}]}], "+", + RowBox[{"4", + RowBox[{"I", "/", "b"}], + RowBox[{"(", + RowBox[{ + RowBox[{"\[Omega]", "/", "2"}], "-", + RowBox[{"\[Chi]", " ", "m"}]}], ")"}]}]}]}], ";", "\n", + RowBox[{"c2", " ", "=", " ", + RowBox[{"s", "+", "3", "-", + RowBox[{"3", " ", "I", " ", "\[Omega]"}], "-", + RowBox[{"2", + RowBox[{"I", "/", "b"}], + RowBox[{"(", + RowBox[{ + RowBox[{"\[Omega]", "/", "2"}], "-", + RowBox[{"\[Chi]", " ", "m"}]}], ")"}]}]}]}], ";", "\n", + RowBox[{"c3", " ", "=", " ", + RowBox[{ + RowBox[{ + RowBox[{"\[Omega]", "^", "2"}], " ", + RowBox[{"(", + RowBox[{"4.", "+", + RowBox[{"2", "b"}], "-", + RowBox[{"\[Chi]", "^", "2"}]}], ")"}]}], "-", + RowBox[{"2", "\[Chi]", " ", "m", " ", "\[Omega]"}], "-", "s", "-", "1", + "+", + RowBox[{ + RowBox[{"(", + RowBox[{"2", "+", "b"}], ")"}], "I", " ", "\[Omega]"}], "-", " ", + "A", "+", + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{ + RowBox[{"4", "\[Omega]"}], "+", + RowBox[{"2", "I"}]}], ")"}], "/", "b"}], + RowBox[{"(", + RowBox[{ + RowBox[{"\[Omega]", "/", "2"}], "-", + RowBox[{"\[Chi]", " ", "m"}]}], ")"}]}]}]}], ";", "\n", + RowBox[{"c4", " ", "=", " ", + RowBox[{"s", "+", "1", "-", + RowBox[{"2", + RowBox[{"\[Omega]", "^", "2"}]}], "-", + RowBox[{ + RowBox[{"(", + RowBox[{ + RowBox[{"2", "s"}], "+", "3"}], ")"}], "I", " ", "\[Omega]"}], "-", + + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{ + RowBox[{"4", "\[Omega]"}], "+", + RowBox[{"2", "I"}]}], ")"}], "/", "b"}], + RowBox[{"(", + RowBox[{ + RowBox[{"\[Omega]", "/", "2"}], "-", + RowBox[{"\[Chi]", " ", "m"}]}], ")"}]}]}]}], ";", "\n", "\n", + RowBox[{"\[Alpha]r", " ", "=", " ", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"p", "^", "2"}], "+", + RowBox[{ + RowBox[{"(", + RowBox[{"c0", "+", "1"}], ")"}], "p"}], "+", "c0"}], ",", + RowBox[{"{", + RowBox[{"p", ",", "0", ",", "N"}], "}"}]}], "]"}]}], ";", "\n", "\n", + RowBox[{"\[Beta]r", " ", "=", " ", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"-", "2"}], " ", + RowBox[{"p", "^", "2"}]}], "+", + RowBox[{ + RowBox[{"(", + RowBox[{"c1", "+", "2"}], ")"}], "p"}], "+", "c3"}], ",", + RowBox[{"{", + RowBox[{"p", ",", "0", ",", "N"}], "}"}]}], "]"}]}], ";", "\n", "\n", + RowBox[{"\[Gamma]r", " ", "=", " ", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"p", "^", "2"}], "+", + RowBox[{ + RowBox[{"(", + RowBox[{"c2", "-", "3"}], ")"}], "p"}], "+", "c4", "-", "c2", "+", + "2"}], ",", + RowBox[{"{", + RowBox[{"p", ",", "0", ",", "N"}], "}"}]}], "]"}]}], ";", "\n", "\n", + "\n", + RowBox[{ + RowBox[{"f\[Theta]", "[", + RowBox[{"y_", ",", + RowBox[{"{", + RowBox[{ + "\[Alpha]\[Theta]_", ",", "\[Gamma]\[Theta]_", ",", + "\[Beta]\[Theta]_"}], "}"}]}], "]"}], ":=", + RowBox[{"\[Gamma]\[Theta]", "/", + RowBox[{"(", + RowBox[{"\[Beta]\[Theta]", "-", + RowBox[{"\[Alpha]\[Theta]", " ", "y"}]}], ")"}]}]}], ";", "\n", + RowBox[{ + RowBox[{"Eq\[Theta]", "[", + RowBox[{"\[Chi]_", ",", "A_", ",", "\[Omega]_"}], "]"}], "=", + RowBox[{ + RowBox[{ + RowBox[{"\[Beta]\[Theta]", "[", + RowBox[{"[", "1", "]"}], "]"}], "/", + RowBox[{"\[Alpha]\[Theta]", "[", + RowBox[{"[", "1", "]"}], "]"}]}], "-", + RowBox[{"Fold", "[", + RowBox[{"f\[Theta]", ",", + RowBox[{ + RowBox[{"Last", "@", "\[Gamma]\[Theta]"}], "/", + RowBox[{"Last", "@", "\[Beta]\[Theta]"}]}], ",", + RowBox[{"Reverse", "@", + RowBox[{"Most", "@", + RowBox[{"Transpose", "@", + RowBox[{"{", + RowBox[{ + RowBox[{"\[Alpha]\[Theta]", "[", + RowBox[{"[", + RowBox[{"2", ";;", + RowBox[{"-", "1"}]}], "]"}], "]"}], ",", + RowBox[{"\[Gamma]\[Theta]", "[", + RowBox[{"[", + RowBox[{"2", ";;", + RowBox[{"-", "1"}]}], "]"}], "]"}], ",", + RowBox[{"\[Beta]\[Theta]", "[", + RowBox[{"[", + RowBox[{"2", ";;", + RowBox[{"-", "1"}]}], "]"}], "]"}]}], "}"}]}]}]}]}], + "]"}]}]}], ";", "\n", "\n", "\n", "\n", + RowBox[{ + RowBox[{"fr", "[", + RowBox[{"y_", ",", + RowBox[{"{", + RowBox[{"\[Alpha]r_", ",", "\[Gamma]r_", ",", "\[Beta]r_"}], "}"}]}], + "]"}], ":=", " ", + RowBox[{"\[Gamma]r", "/", + RowBox[{"(", + RowBox[{"\[Beta]r", "-", + RowBox[{"\[Alpha]r", " ", "y"}]}], ")"}]}]}], ";", "\n", + RowBox[{ + RowBox[{"Eqr", "[", + RowBox[{"\[Chi]_", ",", "A_", ",", "\[Omega]_"}], "]"}], "=", + RowBox[{ + RowBox[{ + RowBox[{"\[Beta]r", "[", + RowBox[{"[", "1", "]"}], "]"}], "/", + RowBox[{"\[Alpha]r", "[", + RowBox[{"[", "1", "]"}], "]"}]}], "-", + RowBox[{"Fold", "[", + RowBox[{"fr", ",", + RowBox[{ + RowBox[{"Last", "@", "\[Gamma]r"}], "/", + RowBox[{"Last", "@", "\[Beta]r"}]}], ",", + RowBox[{"Reverse", "@", + RowBox[{"Most", "@", + RowBox[{"Transpose", "@", + RowBox[{"{", + RowBox[{ + RowBox[{"\[Alpha]r", "[", + RowBox[{"[", + RowBox[{"2", ";;", + RowBox[{"-", "1"}]}], "]"}], "]"}], ",", + RowBox[{"\[Gamma]r", "[", + RowBox[{"[", + RowBox[{"2", ";;", + RowBox[{"-", "1"}]}], "]"}], "]"}], ",", + RowBox[{"\[Beta]r", "[", + RowBox[{"[", + RowBox[{"2", ";;", + RowBox[{"-", "1"}]}], "]"}], "]"}]}], "}"}]}]}]}]}], + "]"}]}]}], ";", "\n", "\n", + RowBox[{"For", "[", + RowBox[{ + RowBox[{"j", "=", "2"}], ",", + RowBox[{"j", "<=", "l"}], ",", + RowBox[{"j", "++"}], ",", "\n", " ", + RowBox[{ + RowBox[{"A0", " ", "=", " ", + RowBox[{ + RowBox[{"j", + RowBox[{"(", + RowBox[{"j", "+", "1"}], ")"}]}], "-", + RowBox[{"s", + RowBox[{"(", + RowBox[{"s", "+", "1"}], ")"}]}]}]}], ";", "\n", " ", + RowBox[{"\[Omega]0", " ", "=", " ", + RowBox[{ + RowBox[{"FindRoot", "[", + RowBox[{ + RowBox[{"Eqr", "[", + RowBox[{"0", ",", "A0", ",", "\[Omega]"}], "]"}], ",", + RowBox[{"{", + RowBox[{"\[Omega]", ",", + RowBox[{"\[Omega]0", "/", "2"}], ",", + RowBox[{"2", "\[Omega]0"}]}], "}"}]}], "]"}], "[", + RowBox[{"[", + RowBox[{"1", ",", "2"}], "]"}], "]"}]}], ";"}]}], "\n", "\n", + "]"}], ";", "\n", "\n", + RowBox[{"If", "[", + RowBox[{ + RowBox[{"a", "==", "0"}], ",", "\n", "\n", " ", + RowBox[{ + RowBox[{ + RowBox[{"{", + RowBox[{"A", ",", "\[Omega]"}], "}"}], " ", "=", " ", + RowBox[{"x", " ", "=", " ", + RowBox[{"{", + RowBox[{"A0", ",", "\[Omega]0"}], "}"}]}]}], ";", "\n", "\n", " ", + + RowBox[{"Goto", "[", "jump", "]"}]}]}], "\n", "\n", "]"}], ";", "\n", + "\n", + RowBox[{"na", " ", "=", " ", "40"}], ";", "\n", + RowBox[{"\[Delta]a", " ", "=", " ", + RowBox[{ + RowBox[{"a", "/", "2"}], "/", "na"}]}], ";", "\n", "\n", + RowBox[{"For", "[", + RowBox[{ + RowBox[{"j", "=", "1"}], ",", + RowBox[{"j", "<=", "na"}], ",", + RowBox[{ + RowBox[{"j", "++"}], ";", "\t", "\n", " ", + RowBox[{"\[Omega]0", " ", "=", " ", + RowBox[{ + RowBox[{"FindRoot", "[", + RowBox[{ + RowBox[{"Eqr", "[", + RowBox[{ + RowBox[{"j", " ", "\[Delta]a"}], ",", "A0", ",", "\[Omega]"}], + "]"}], ",", + RowBox[{"{", + RowBox[{"\[Omega]", ",", "\[Omega]0", ",", + RowBox[{"2", "\[Omega]0"}]}], "}"}]}], "]"}], "[", + RowBox[{"[", + RowBox[{"1", ",", "2"}], "]"}], "]"}]}], ";", "\n", " ", + RowBox[{"A0", " ", "=", " ", + RowBox[{ + RowBox[{"FindRoot", "[", + RowBox[{ + RowBox[{"Eq\[Theta]", "[", + RowBox[{ + RowBox[{"j", " ", "\[Delta]a"}], ",", "A", ",", "\[Omega]0"}], + "]"}], ",", + RowBox[{"{", + RowBox[{"A", ",", "A0", ",", + RowBox[{"2", "A0"}]}], "}"}]}], "]"}], "[", + RowBox[{"[", + RowBox[{"1", ",", "2"}], "]"}], "]"}]}], ";"}]}], "\n", "]"}], ";", + "\n", "\n", + RowBox[{"nit", " ", "=", " ", "10"}], ";", "\n", + RowBox[{"x", " ", "=", " ", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"0", ",", "0"}], "}"}], ",", + RowBox[{"{", + RowBox[{"j", ",", "1", ",", "nit"}], "}"}]}], "]"}]}], ";", "\n", + "\n", + RowBox[{ + RowBox[{"x", "[", + RowBox[{"[", + RowBox[{"1", ",", "1"}], "]"}], "]"}], " ", "=", " ", "A0"}], ";", + "\n", + RowBox[{ + RowBox[{"x", "[", + RowBox[{"[", + RowBox[{"1", ",", "2"}], "]"}], "]"}], " ", "=", " ", "\[Omega]0"}], + ";", "\n", "\n", + RowBox[{"For", "[", + RowBox[{ + RowBox[{"j", "=", "2"}], ",", + RowBox[{"j", "<=", "nit"}], ",", + RowBox[{"j", "++"}], ",", "\n", "\t", + RowBox[{ + RowBox[{ + RowBox[{"x", "[", + RowBox[{"[", + RowBox[{"j", ",", "2"}], "]"}], "]"}], " ", "=", " ", + RowBox[{ + RowBox[{"FindRoot", "[", + RowBox[{ + RowBox[{"Eqr", "[", + RowBox[{ + RowBox[{"a", "/", "2"}], ",", "A0", ",", "\[Omega]"}], "]"}], + ",", + RowBox[{"{", + RowBox[{"\[Omega]", ",", "\[Omega]0", ",", + RowBox[{"2", "\[Omega]0"}]}], "}"}], ",", + RowBox[{"PrecisionGoal", "->", "8"}], ",", + RowBox[{"AccuracyGoal", "->", "8"}]}], "]"}], "[", + RowBox[{"[", + RowBox[{"1", ",", "2"}], "]"}], "]"}]}], ";", "\n", "\t", + RowBox[{"\[Omega]0", " ", "=", " ", + RowBox[{"x", "[", + RowBox[{"[", + RowBox[{"j", ",", "2"}], "]"}], "]"}]}], ";", "\n", "\t", "\n", + "\t", + RowBox[{ + RowBox[{"x", "[", + RowBox[{"[", + RowBox[{"j", ",", "1"}], "]"}], "]"}], " ", "=", " ", + RowBox[{ + RowBox[{"FindRoot", "[", + RowBox[{ + RowBox[{"Eq\[Theta]", "[", + RowBox[{ + RowBox[{"a", "/", "2"}], ",", "A", ",", "\[Omega]0"}], "]"}], + ",", + RowBox[{"{", + RowBox[{"A", ",", "A0", ",", + RowBox[{"2", "A0"}]}], "}"}], ",", + RowBox[{"PrecisionGoal", "->", "8"}], ",", + RowBox[{"AccuracyGoal", "->", "8"}]}], "]"}], "[", + RowBox[{"[", + RowBox[{"1", ",", "2"}], "]"}], "]"}]}], ";", "\n", "\t", + RowBox[{"A0", " ", "=", " ", + RowBox[{"x", "[", + RowBox[{"[", + RowBox[{"j", ",", "1"}], "]"}], "]"}]}], ";", "\n", "\t", "\n", + "\t", + RowBox[{"\[Omega]0", " ", "=", " ", + RowBox[{"x", "[", + RowBox[{"[", + RowBox[{"j", ",", "2"}], "]"}], "]"}]}], ";", "\n", "\t", + RowBox[{"A0", " ", "=", " ", + RowBox[{"x", "[", + RowBox[{"[", + RowBox[{"j", ",", "1"}], "]"}], "]"}]}], ";"}]}], "\n", "\n", + "]"}], ";", "\n", "\n", + RowBox[{"A", " ", "=", " ", + RowBox[{"x", "[", + RowBox[{"[", + RowBox[{"nit", ",", "1"}], "]"}], "]"}]}], ";", "\n", + RowBox[{"\[Omega]", " ", "=", " ", + RowBox[{"x", "[", + RowBox[{"[", + RowBox[{"nit", ",", "2"}], "]"}], "]"}]}], ";", "\n", + RowBox[{"Label", "[", "jump", "]"}], ";", "\n", "\n", + RowBox[{"If", "[", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"Abs", "[", + RowBox[{"Eqr", "[", + RowBox[{ + RowBox[{"a", "/", "2"}], ",", "A", ",", "\[Omega]"}], "]"}], + "]"}], " ", ">", " ", + RowBox[{"10", "^", + RowBox[{"-", "8"}]}]}], " ", "\[Or]", " ", + RowBox[{ + RowBox[{"Abs", "[", + RowBox[{"Eq\[Theta]", "[", + RowBox[{ + RowBox[{"a", "/", "2"}], ",", "A", ",", "\[Omega]"}], "]"}], + "]"}], " ", ">", " ", + RowBox[{"10", "^", + RowBox[{"-", "8"}]}]}]}], ",", " ", + RowBox[{"Print", "[", "\"\<Root search failed\>\"", "]"}]}], "]"}], + ";", "\n", "\n", + RowBox[{"Print", "[", + RowBox[{ + "\"\<\\!\\(\\*SubscriptBox[\\(\[Omega]\\), \\(lm\\)]\\) = \>\"", ",", + RowBox[{"\[Omega]", "/", "2"}], ",", + "\"\< - \\!\\(\\*SubscriptBox[\\(A\\), \\(lm\\)]\\) = \>\"", ",", + "A"}], "]"}], ";", "\n", "\n", + RowBox[{"\[Chi]", " ", "=", " ", + RowBox[{"a", "/", "2"}]}], ";", "\n", "\n", + RowBox[{"ap", " ", "=", " ", + RowBox[{"Table", "[", + RowBox[{"0", ",", + RowBox[{"{", + RowBox[{"j", ",", "1", ",", "N"}], "}"}]}], "]"}]}], ";", "\n", "\n", + RowBox[{"ap0", " ", "=", " ", "1"}], ";", "\n", + RowBox[{ + RowBox[{"ap", "[", + RowBox[{"[", "1", "]"}], "]"}], "=", + RowBox[{"-", + RowBox[{"(", + RowBox[{ + RowBox[{"(", + RowBox[{"ap0", " ", + RowBox[{"\[Beta]\[Theta]", "[", + RowBox[{"[", "1", "]"}], "]"}]}], ")"}], "/", + RowBox[{"\[Alpha]\[Theta]", "[", + RowBox[{"[", "1", "]"}], "]"}]}], ")"}]}]}], ";", "\n", + RowBox[{ + RowBox[{"ap", "[", + RowBox[{"[", "2", "]"}], "]"}], "=", + RowBox[{ + RowBox[{"-", + RowBox[{"(", + RowBox[{ + RowBox[{"(", + RowBox[{ + RowBox[{"\[Beta]\[Theta]", "[", + RowBox[{"[", "2", "]"}], "]"}], + RowBox[{"ap", "[", + RowBox[{"[", "1", "]"}], "]"}]}], ")"}], "/", + RowBox[{"\[Alpha]\[Theta]", "[", + RowBox[{"[", "2", "]"}], "]"}]}], ")"}]}], "-", + RowBox[{ + RowBox[{ + RowBox[{"\[Gamma]\[Theta]", "[", + RowBox[{"[", "2", "]"}], "]"}], "/", + RowBox[{"\[Alpha]\[Theta]", "[", + RowBox[{"[", "2", "]"}], "]"}]}], " ", "ap0"}]}]}], ";", "\n", "\n", + RowBox[{"For", "[", + RowBox[{ + RowBox[{"j", "=", "3"}], ",", + RowBox[{"j", "<=", "N"}], ",", + RowBox[{"j", "++"}], ",", "\n", "\t", + RowBox[{ + RowBox[{ + RowBox[{"ap", "[", + RowBox[{"[", "j", "]"}], "]"}], "=", + RowBox[{ + RowBox[{"-", + RowBox[{"(", + RowBox[{ + RowBox[{"(", + RowBox[{ + RowBox[{"\[Beta]\[Theta]", "[", + RowBox[{"[", "j", "]"}], "]"}], + RowBox[{"ap", "[", + RowBox[{"[", + RowBox[{"j", "-", "1"}], "]"}], "]"}]}], ")"}], "/", + RowBox[{"\[Alpha]\[Theta]", "[", + RowBox[{"[", "j", "]"}], "]"}]}], ")"}]}], "-", + RowBox[{ + RowBox[{ + RowBox[{"\[Gamma]\[Theta]", "[", + RowBox[{"[", "j", "]"}], "]"}], "/", + RowBox[{"\[Alpha]\[Theta]", "[", + RowBox[{"[", "j", "]"}], "]"}]}], " ", + RowBox[{"ap", "[", + RowBox[{"[", + RowBox[{"j", "-", "2"}], "]"}], "]"}]}]}]}], ";"}]}], "\n", + "]"}], ";", "\n", "\n", + RowBox[{ + RowBox[{"{", + RowBox[{"zmax", ",", "\[Delta]z"}], "}"}], " ", "=", " ", + RowBox[{"{", + RowBox[{"1", ",", "0.001"}], "}"}]}], ";", "\n", "\n", + RowBox[{"slm", " ", "=", " ", + RowBox[{"Interpolation", "[", + RowBox[{ + RowBox[{"Join", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"{", + RowBox[{ + RowBox[{"-", "1"}], ",", "0"}], "}"}], "}"}], ",", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"z", ",", + RowBox[{ + RowBox[{"Exp", "[", + RowBox[{"\[Chi]", " ", "\[Omega]", " ", "z"}], "]"}], + RowBox[{ + RowBox[{"(", + RowBox[{"1", "+", "z"}], ")"}], "^", "km"}], " ", + RowBox[{ + RowBox[{"(", + RowBox[{"1", "-", "z"}], ")"}], "^", "kp"}], " ", + RowBox[{"(", + RowBox[{"ap0", "+", + RowBox[{ + SubsuperscriptBox["\[Sum]", + RowBox[{"p", "=", "1"}], + RowBox[{"p", "=", "N"}]], + RowBox[{ + SuperscriptBox[ + RowBox[{"(", + RowBox[{"1", "+", "z"}], ")"}], "p"], + RowBox[{"ap", "[", + RowBox[{"[", "p", "]"}], "]"}]}]}]}], ")"}]}]}], "}"}], + ",", + RowBox[{"{", + RowBox[{"z", ",", + RowBox[{ + RowBox[{"-", "zmax"}], "+", "\[Delta]z"}], ",", + RowBox[{"zmax", "-", "\[Delta]z"}], ",", "\[Delta]z"}], "}"}]}], + "]"}], ",", + RowBox[{"{", + RowBox[{"{", + RowBox[{"1", ",", "0"}], "}"}], "}"}]}], "]"}], ",", + RowBox[{"InterpolationOrder", "->", "1"}]}], "]"}]}], ";", "\n", "\n", + RowBox[{"Return", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"\[Omega]", "/", "2"}], ",", "A", ",", "slm"}], "}"}], "]"}], + ";"}]}], "\n", "\n", "]"}]}]], "Code", + CellChangeTimes->{{3.800609954997334*^9, 3.800609955096204*^9}, { + 3.8006129595182*^9, 3.800612968958662*^9}, {3.800613001048279*^9, + 3.800613001327029*^9}, {3.800613056344836*^9, 3.8006130605527678`*^9}, { + 3.800622761472427*^9, 3.8006227881895447`*^9}, {3.800622834381419*^9, + 3.800622837241871*^9}, {3.800622869346333*^9, 3.800622871784247*^9}, { + 3.800683121425983*^9, 3.800683187396463*^9}, {3.800683389207118*^9, + 3.800683389458261*^9}}, + CellLabel->"In[13]:=",ExpressionUUID->"5a9f05b6-09a5-4d65-885d-d0bddc799238"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"sol", "=", + RowBox[{"spheroidalKerr", "[", + RowBox[{ + RowBox[{"-", "2"}], ",", "2", ",", "2", ",", "0.7"}], "]"}]}]], "Input", + CellChangeTimes->{{3.800612976439578*^9, 3.800612982771328*^9}, { + 3.800613080202582*^9, 3.800613081067361*^9}, {3.80062279542039*^9, + 3.800622796229005*^9}, {3.8006233981535788`*^9, 3.800623404001408*^9}, { + 3.800624103886628*^9, 3.8006241045474367`*^9}, {3.800683055584701*^9, + 3.800683072041708*^9}, {3.800683148161996*^9, 3.800683148331284*^9}, { + 3.800683212563501*^9, 3.800683213055682*^9}}, + CellLabel->"In[14]:=",ExpressionUUID->"ba42eb53-c6af-420c-a747-c1a8cdcf6fb3"], + +Cell[BoxData[ + InterpretationBox[ + RowBox[{ + RowBox[{"\<\"\\!\\(\\*SubscriptBox[\\(\[Omega]\\), \\(lm\\)]\\) = \"\>", + "\[InvisibleSpace]", "0.5326002437522133`"}], "\[VeryThinSpace]", "-", + RowBox[{ + RowBox[{"0.08079287309515215`", " ", "\[ImaginaryI]"}], + "\[InvisibleSpace]", "\<\" - \\!\\(\\*SubscriptBox[\\(A\\), \\(lm\\)]\\) \ += \"\>", "\[InvisibleSpace]", "2.903166981558038`"}], "\[VeryThinSpace]", "+", + RowBox[{"0.1831582525322828`", " ", "\[ImaginaryI]"}]}], + SequenceForm["\!\(\*SubscriptBox[\(\[Omega]\), \(lm\)]\) = ", + Complex[0.5326002437522133, -0.08079287309515215], + " - \!\(\*SubscriptBox[\(A\), \(lm\)]\) = ", + Complex[2.903166981558038, 0.1831582525322828]], + Editable->False]], "Print", + CellChangeTimes->{3.8006833928363113`*^9}, + CellLabel-> + "During evaluation of \ +In[14]:=",ExpressionUUID->"dabd91f9-3bfd-42db-ae5c-ffb2675bdea0"], + +Cell[BoxData[ + TemplateBox[{ + "General","munfl", + "\"\\!\\(\\*RowBox[{\\\"1.0000000000000828`*^-270\\\", \\\" \\\", RowBox[{\ +\\\"(\\\", RowBox[{RowBox[{\\\"-\\\", \\\"1.769417779760764`*^-40\\\"}], \ +\\\"+\\\", RowBox[{\\\"6.448433038945409`*^-41\\\", \\\" \\\", \\\"\ +\[ImaginaryI]\\\"}]}], \\\")\\\"}]}]\\) is too small to represent as a \ +normalized machine number; precision may be lost.\"",2,14,8, + 19653059793603253928,"Local"}, + "MessageTemplate"]], "Message", "MSG", + CellChangeTimes->{3.800683392886825*^9}, + CellLabel-> + "During evaluation of \ +In[14]:=",ExpressionUUID->"1e2bbecb-616a-4fbf-9d49-9191c85a891e"], + +Cell[BoxData[ + TemplateBox[{ + "General","munfl", + "\"\\!\\(\\*RowBox[{\\\"1.0000000000000838`*^-273\\\", \\\" \\\", RowBox[{\ +\\\"(\\\", RowBox[{RowBox[{\\\"-\\\", \\\"8.750091040803137`*^-41\\\"}], \ +\\\"+\\\", RowBox[{\\\"3.1889008626043945`*^-41\\\", \\\" \\\", \\\"\ +\[ImaginaryI]\\\"}]}], \\\")\\\"}]}]\\) is too small to represent as a \ +normalized machine number; precision may be lost.\"",2,14,9, + 19653059793603253928,"Local"}, + "MessageTemplate"]], "Message", "MSG", + CellChangeTimes->{3.800683392894638*^9}, + CellLabel-> + "During evaluation of \ +In[14]:=",ExpressionUUID->"dd3f97c5-d46c-4f31-9f9b-40b648ee11ed"], + +Cell[BoxData[ + TemplateBox[{ + "General","munfl", + "\"\\!\\(\\*RowBox[{\\\"1.0000000000000849`*^-276\\\", \\\" \\\", RowBox[{\ +\\\"(\\\", RowBox[{RowBox[{\\\"-\\\", \\\"4.3275985028317676`*^-41\\\"}], \ +\\\"+\\\", RowBox[{\\\"1.5771752222839382`*^-41\\\", \\\" \\\", \\\"\ +\[ImaginaryI]\\\"}]}], \\\")\\\"}]}]\\) is too small to represent as a \ +normalized machine number; precision may be lost.\"",2,14,10, + 19653059793603253928,"Local"}, + "MessageTemplate"]], "Message", "MSG", + CellChangeTimes->{3.8006833928998423`*^9}, + CellLabel-> + "During evaluation of \ +In[14]:=",ExpressionUUID->"48a930ff-c286-4a85-897b-743c48ff8ee7"], + +Cell[BoxData[ + TemplateBox[{ + "General","stop", + "\"Further output of \\!\\(\\*StyleBox[RowBox[{\\\"General\\\", \ +\\\"::\\\", \\\"munfl\\\"}], \\\"MessageName\\\"]\\) will be suppressed \ +during this calculation.\"",2,14,11,19653059793603253928,"Local"}, + "MessageTemplate"]], "Message", "MSG", + CellChangeTimes->{3.800683392904724*^9}, + CellLabel-> + "During evaluation of \ +In[14]:=",ExpressionUUID->"fdb05931-27f7-4490-b3cf-67b1b6abe011"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"0.5326002437522133`", "\[VeryThinSpace]", "-", + RowBox[{"0.08079287309515215`", " ", "\[ImaginaryI]"}]}], ",", + RowBox[{"2.903166981558038`", "\[VeryThinSpace]", "+", + RowBox[{"0.1831582525322828`", " ", "\[ImaginaryI]"}]}], ",", + InterpretationBox[ + RowBox[{ + TagBox["InterpolatingFunction", + "SummaryHead"], "[", + DynamicModuleBox[{Typeset`open$$ = False, Typeset`embedState$$ = + "Ready"}, + TemplateBox[{PaneSelectorBox[{False -> GridBox[{{ + PaneBox[ + ButtonBox[ + DynamicBox[ + FEPrivate`FrontEndResource[ + "FEBitmaps", "SquarePlusIconMedium"]], + ButtonFunction :> (Typeset`open$$ = True), Appearance -> None, + Evaluator -> Automatic, Method -> "Preemptive"], + Alignment -> {Center, Center}, ImageSize -> + Dynamic[{ + Automatic, + 3.5 (CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification])}]], + GraphicsBox[{{ + GrayLevel[0.6], + AbsolutePointSize[5], + PointBox[{1, 1}], + PointBox[{2, 4}], + PointBox[{3, 2}], + PointBox[{4, 3}]}, {{}, {}, { + AbsoluteThickness[1], + Opacity[1.], + LineBox[CompressedData[" +1:eJwBMQPO/CFib1JlAgAAADIAAAACAAAA4ScLwZmZ6T/ACPskWpOYv4AjHgZ5 +3Os/cnpQh5xu1j/qWn1XCVDuP5K7ih5ptuc/r+pongFN8D/CUK87BHLxP46d +cUQ/bPE/ujUa8/qu9j9TbqBw1aPyP/TWyyAhFfw/neDJZqDG8z+QAqdF9GsA +QM1wGePDAfU/VsVD/9nXAkCidscSKDf2P6Bp73exDQVA/B1wDMFX9z+TpM3k +wfUGQDzjPoyykPg/7M3Z+O7ZCEABSgjW2LT5P3pl9LwNcgpAbCYw0z/T+j86 +ypori9cLQL0gflb/Cfw/lpOs9xIqDUCTvMaj8yv9Pw4alcoYNg5AT3Y1d0Bm +/j+pB2LLtyIPQLClAv7Nmv8/NnA5bbjSD0BLO2UnSF0AQFrcILXmpw9AsTLc +klX5AED+sDHBQukOQNp6UGP9igFAbZ+lR/sLDkD10dd20SgCQNHi3Mj38wxA +42MO5MXDAkAZdr6AZb8LQJRGQrZUVANArv7zEMKHCkA4OInLD/EDQLBlMO3M +IglAnnrNRWWDBEA3d8OX6skHQNf3wBnbEgVAD3D3ndNyBkADhMcwfa4FQHOK +7Wak/wRA8WDLrLk/BkC/MhCgYawDQNJM4msi3QZAwss/TmVLAkCGc6iEq3cH +QIsIg92+BgFA/OprAs8HCECrPCvgePD/P2VxQsMepAhAKXVLE0Xg/j+RSBbp +CDYJQPRz0a7WJ/4/kFqZaBPFCUDN4sX5uLj9P4J7LytKYApAvh1MbRmT/T82 +7cJSG/EKQHzT1YZwwv0/3W1pvRiOC0B2LZ/10lT+P0c/DY2wIAxAVrX8MJA7 +/z+DS2C2aLAMQElWzbMzPQBAsmbGIk1MDUCi9bAadCABQKTSKfTL3Q1AYexd +q+EpAkCJTaAId3sOQFyS/ndEhgNAQAPGdkIWD0BHWcLdahwFQLoJ6Umopg9A +vd1CiejSBkCTjw8wnSEQQPiVkXD08QhAq0KpbbNqEEBsk2Azxi4LQCyTGthZ +shBAYCBYjj+gDUAnaxVkFgARQMwfdA9ySBBAg+uOIqBIEUBj/5rHgMsRQNFn +q5SZmRFAL++xNeOlE0Dwt3AR + "]]}}}, AspectRatio -> 1, Axes -> + False, Background -> GrayLevel[0.93], Frame -> True, + FrameStyle -> Directive[ + GrayLevel[0.7], + Thickness[Tiny]], FrameTicks -> None, + ImageSize -> {Automatic, + Dynamic[ + 3.5 (CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification])]}, PlotRange -> {{0, 5}, {0, 5}}], + GridBox[{{ + RowBox[{ + TagBox["\"Domain: \"", "SummaryItemAnnotation"], + "\[InvisibleSpace]", + TagBox[ + RowBox[{"{", + RowBox[{"{", + RowBox[{ + RowBox[{"-", "1.`"}], ",", "1.`"}], "}"}], "}"}], + "SummaryItem"]}]}, { + RowBox[{ + TagBox["\"Output: \"", "SummaryItemAnnotation"], + "\[InvisibleSpace]", + TagBox["\"scalar\"", "SummaryItem"]}]}}, + GridBoxAlignment -> { + "Columns" -> {{Left}}, "Rows" -> {{Automatic}}}, AutoDelete -> + False, GridBoxItemSize -> { + "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, + GridBoxSpacings -> { + "Columns" -> {{2}}, "Rows" -> {{Automatic}}}, + BaseStyle -> { + ShowStringCharacters -> False, NumberMarks -> False, + PrintPrecision -> 3, ShowSyntaxStyles -> False}]}}, + GridBoxAlignment -> {"Rows" -> {{Top}}}, AutoDelete -> False, + GridBoxItemSize -> { + "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, + BaselinePosition -> {1, 1}], True -> GridBox[{{ + PaneBox[ + ButtonBox[ + DynamicBox[ + FEPrivate`FrontEndResource[ + "FEBitmaps", "SquareMinusIconMedium"]], + ButtonFunction :> (Typeset`open$$ = False), Appearance -> + None, Evaluator -> Automatic, Method -> "Preemptive"], + Alignment -> {Center, Center}, ImageSize -> + Dynamic[{ + Automatic, + 3.5 (CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification])}]], + GraphicsBox[{{ + GrayLevel[0.6], + AbsolutePointSize[5], + PointBox[{1, 1}], + PointBox[{2, 4}], + PointBox[{3, 2}], + PointBox[{4, 3}]}, {{}, {}, { + AbsoluteThickness[1], + Opacity[1.], + LineBox[CompressedData[" +1:eJwBMQPO/CFib1JlAgAAADIAAAACAAAA4ScLwZmZ6T/ACPskWpOYv4AjHgZ5 +3Os/cnpQh5xu1j/qWn1XCVDuP5K7ih5ptuc/r+pongFN8D/CUK87BHLxP46d +cUQ/bPE/ujUa8/qu9j9TbqBw1aPyP/TWyyAhFfw/neDJZqDG8z+QAqdF9GsA +QM1wGePDAfU/VsVD/9nXAkCidscSKDf2P6Bp73exDQVA/B1wDMFX9z+TpM3k +wfUGQDzjPoyykPg/7M3Z+O7ZCEABSgjW2LT5P3pl9LwNcgpAbCYw0z/T+j86 +ypori9cLQL0gflb/Cfw/lpOs9xIqDUCTvMaj8yv9Pw4alcoYNg5AT3Y1d0Bm +/j+pB2LLtyIPQLClAv7Nmv8/NnA5bbjSD0BLO2UnSF0AQFrcILXmpw9AsTLc +klX5AED+sDHBQukOQNp6UGP9igFAbZ+lR/sLDkD10dd20SgCQNHi3Mj38wxA +42MO5MXDAkAZdr6AZb8LQJRGQrZUVANArv7zEMKHCkA4OInLD/EDQLBlMO3M +IglAnnrNRWWDBEA3d8OX6skHQNf3wBnbEgVAD3D3ndNyBkADhMcwfa4FQHOK +7Wak/wRA8WDLrLk/BkC/MhCgYawDQNJM4msi3QZAwss/TmVLAkCGc6iEq3cH +QIsIg92+BgFA/OprAs8HCECrPCvgePD/P2VxQsMepAhAKXVLE0Xg/j+RSBbp +CDYJQPRz0a7WJ/4/kFqZaBPFCUDN4sX5uLj9P4J7LytKYApAvh1MbRmT/T82 +7cJSG/EKQHzT1YZwwv0/3W1pvRiOC0B2LZ/10lT+P0c/DY2wIAxAVrX8MJA7 +/z+DS2C2aLAMQElWzbMzPQBAsmbGIk1MDUCi9bAadCABQKTSKfTL3Q1AYexd +q+EpAkCJTaAId3sOQFyS/ndEhgNAQAPGdkIWD0BHWcLdahwFQLoJ6Umopg9A +vd1CiejSBkCTjw8wnSEQQPiVkXD08QhAq0KpbbNqEEBsk2Azxi4LQCyTGthZ +shBAYCBYjj+gDUAnaxVkFgARQMwfdA9ySBBAg+uOIqBIEUBj/5rHgMsRQNFn +q5SZmRFAL++xNeOlE0Dwt3AR + "]]}}}, AspectRatio -> 1, Axes -> + False, Background -> GrayLevel[0.93], Frame -> True, + FrameStyle -> Directive[ + GrayLevel[0.7], + Thickness[Tiny]], FrameTicks -> None, + ImageSize -> {Automatic, + Dynamic[ + 3.5 (CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification])]}, PlotRange -> {{0, 5}, {0, 5}}], + GridBox[{{ + RowBox[{ + TagBox["\"Domain: \"", "SummaryItemAnnotation"], + "\[InvisibleSpace]", + TagBox[ + RowBox[{"{", + RowBox[{"{", + RowBox[{ + RowBox[{"-", "1.`"}], ",", "1.`"}], "}"}], "}"}], + "SummaryItem"]}]}, { + RowBox[{ + TagBox["\"Output: \"", "SummaryItemAnnotation"], + "\[InvisibleSpace]", + TagBox["\"scalar\"", "SummaryItem"]}]}, { + RowBox[{ + TagBox["\"Order: \"", "SummaryItemAnnotation"], + "\[InvisibleSpace]", + TagBox["1", "SummaryItem"]}]}, { + RowBox[{ + TagBox["\"Method: \"", "SummaryItemAnnotation"], + "\[InvisibleSpace]", + TagBox["\"Hermite\"", "SummaryItem"]}]}, { + RowBox[{ + TagBox["\"Periodic: \"", "SummaryItemAnnotation"], + "\[InvisibleSpace]", + TagBox["False", "SummaryItem"]}]}}, + GridBoxAlignment -> { + "Columns" -> {{Left}}, "Rows" -> {{Automatic}}}, AutoDelete -> + False, GridBoxItemSize -> { + "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, + GridBoxSpacings -> { + "Columns" -> {{2}}, "Rows" -> {{Automatic}}}, + BaseStyle -> { + ShowStringCharacters -> False, NumberMarks -> False, + PrintPrecision -> 3, ShowSyntaxStyles -> False}]}}, + GridBoxAlignment -> {"Rows" -> {{Top}}}, AutoDelete -> False, + GridBoxItemSize -> { + "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, + BaselinePosition -> {1, 1}]}, + Dynamic[Typeset`open$$], ImageSize -> Automatic]}, + "SummaryPanel"], + DynamicModuleValues:>{}], "]"}], + InterpolatingFunction[{{-1., 1.}}, { + 5, 15, 0, {2001}, {2}, 0, 0, 0, 0, Automatic, {}, {}, + False}, CompressedData[" +1:eJw12wu8XFV1x/FIKVJLKbXUUktttNRSn2hRUdF/rKigqFGopZbalKKllGpq +qaWW2qCoqFSjoqKghvdTDBAgQGDdvN/Jfd+ZO487jzPnnDnnzDlRUVHBNrPX +r/fz4cMnyeQ89l7ftfdes/L8Cz7y3g8esWzZsmcc/m/qmcv4OWQv/uxz6gd+ +Wtn7jn3pfd+uKrvia2/+wiVJZXef+P4LX79U2cJNq9/wrIXKjggfrGz8qdt2 +VHbeazfs+tjjlX1qYs8Nb3mwsnve1v348fdUdvhi5/RvqexIv6C9vHXSUVd8 +rbLx1d79P5V9On/Pxud9urL1H73oy6PLK2v87BMXb7q0sqPCjSt7xdHjO1d2 +/pe2/Pjk8ysLj3dOZeG276gsXO7NlYWPvb6yPws/lX3gkbOOOeLFlX3uTasG +ky+obPx0331uZYdv+o0PP7uyZ4UXqexV4YOVjT/V+Flph1/2F3f8oLQHf/T0 +7GXD0sZv8bZuaceEFy7tNeGCpV1w3PiNSxtf7VMTpR1+icNvUlr/luu2LV9f +Wnjb20oLw/Ld0sLrfqO08BpfKi083mdLC7f9RGnhch8rLXzsw6V9KPyUdnhQ +9KoPlLbp0q+ecOT7Shs/3fQ7S3t2GOjS3hBepLSLwgdLG3/q2JeWdvhlDw91 +acMXjkewtOPDhJS2IrxwaReHC5b29fH0/mJkYdp+NLJiPB35yMIw90f252Fg +RhaGZXpk145fd8/IwmtsGVk5frxHRhZue9/IzggDOLKPhAcc2be+Of4Z2fbl +YYbt0OFZe83nRvb7IRBG9tYw0CP7l/AiI7t+2/iDI9v5jvFIj+yH0+88PNQj ++4MQMCM7M0zIyP41vPDIvjMOg9eMbPd4el8+sifG0/bCkf1hCKyRvT1M3Mj+ +LQzMyNaNh+Woke0dv+7Thf1k/Bo/Luz54fEKOztMcGH/HgawsBvHH5stbP++ +8U9hT54znuHC/igEamHvCoFQ2H+EgS7s5jGPmwo7OA776wr7+Ticv1rYH4eA +LmxlCJjC/jNMSGG3jsPlo4VNjcPg4sKeGk/vBYX9SQj8wt4bAquw/xoP81mF +3T4evjcVNjMeltcW9svx676isD8NQAo7NwRgYf8dJriwO8eXO66wufHHji7M +nRc4z3Ge4zzHeY7zHOc5znOc5zjPcZ7jPMd5jvMc5znOc5znOM9xnuM8x3mO +8xznOc5znOc4z3Ge4zzHeY7zHOc5znOcZzjPcJ7hPMN5hvMM5xnOM5xnOM9w +nuE8w3mG8wznGc4znGc4z3Ce4TzDeWZpcJ7hPLM3hhfJcJ7ZNQFchvPMsuA8 +w3mG8wznGc6HOB/ifIjzIc6HOB/ifIjzIc6HOB/ifGjhYzcMcT60wPfLQ5wP +LXC7YojzoQUeq4c4H1oI51VDnA8thN+7hzgf4nyI8yHOhzgf4nyI8yHOhzgf +4jzFeYrzFOcpzlOcpzhPcZ7iPMV5ivMU5ynOU5ynOE9xnuI8xXmK8xTnKc5T +nKc4T3Ge4jzFeYrzFOcpzlOcpzhPcZ7iPMF5gvME5wnOE5wnOE9wnuA8wXmC +8wTnCc4TnCc4T3Ce4DzBeYLzBOcJzhOcJzhPcJ7gPMF5gvME5wnOE5wnOE9w +HuM8xnmM8xjnMc5jnMc4j3EeWxScxziP7XXhxjHOY1sbgMQ4jy0OzmOcx3Z6 +eMAY57F9JTiPcR7jPMZ5jPMY5zHOY5zHOI9xHuM8xnmM8wHOBzgf4HyA8wHO +Bzgf4HyA8wHOBzgf4HyA8wHOBzgf4HyA8wHOBzgf4HyA8wHOBzgfWAgXDXA+ +sDC9Lx/gfGBhOp43wPnAwvAdO8D5wMLrPh3hPDLfbkQ4jyxcrhXhPLLAfF+E +88gCy00RziOcRziPcB7hPMJ5hPMI5xHOI5xHOI9wHuE8wnmE8wjnEc4jnEc4 +j3Ae4TzCeYTzCOd9nPdx3sd5H+d9nPdx3sd5H+d9nPdx3sd5H+d9nPdx3sd5 +H+d9nPdx3sd5H+d9nPdx3sd5H+d9nPdx3sd5H+d9nPdx3sd5D+c9nPdw3sN5 +D+c9nPdw3sN5j/W8h/Mezns47+G8h/Mezns47+G8h/Mezns47+G8h/Mezns4 +7+G8h/Mezns47+G8h/Mezrs47+K8i/Muzrs47+K8i/Muzrs47+K8i/Muzrs4 +7+K8i/Muzrs47+K8i/Muzrs47+K8i/Muzrs47+K8i/Muzrs47+K8i/MOzjs4 +7+C8g/MOzjs47+C8g/MOzjsWGN3dwXkH5x2cd3DewXkH5x2cd3DewXkH5x2c +d3DewXkH5x2cd3DewXkH5x2cd3DewXkH30u4XsLzEo6X8LuE2yW8LuF0CZ9L +uFzC4xIOl/C3hLslvC3hrI2vNq7aeGrjqI2fNm7aeGnjpI2PNi7aeGjjoE38 +t4n7NvHeJs5bxHeLuG4Rzy3iuEX8tojbFvHaIk5bxGeLuGwRjy3isEX8tYi7 +FvHWJM6axFeTuGoST03iqGkhbV7XtJDevtC0EPUfb1pIFxc3LbB+f9MCv7Oa +Fpi8tmkhnE9uWgi7E5oWwuPopr0oJM6GrQn5vGHzIY837CVh4hr2yTAwDauF +GzfsZSGxNuzKkJ8bthjycsNOCRPcsM+EAWxYMzxgw14Z8m7Drgr5tmHtkGcb +9uoQCA27Ogz0ovXCiyzaaSGPLtoXQ/5cZH+0SL5cJE8ukh8XyYuL5MNF8uAi ++W+RvLdIvlskzy2S3+rktTr5rE4eq5O/6uStOvmqTp6qk5/q5KU6+ahOHqqT +f+rknTr5pk6eqZNfauSVGvmkRh6pkT9q5I0a+aJGnqiRH2rkhRr5oEYeqOG/ +hvsa3ms4r+F8AecLOF/A+QLOF3C+gPMFnC/gfAHnCzhfwPkCzhdwvoDzBZzP +43we5/M4n8f5PM7ncT6P83mcz+N8HufzOJ/H+TzO53E+j/N5nM/hfA7nczif +w/kczudwPofzOZzP4XwO53M4n8P5HM7ncD6H81mcz+J8FuezOJ/F+SzOZ3E+ +i/NZnM/ifBbnszifxfkszmdxPovzGZzP4HwG5zM4n8H5DM5ncD6D8xmcz+B8 +BuczOJ/B+QzOZ+zUEAgz9nkfaJxP43wa59M4n8b5NM6ncT6N82mcT+N8GufT +OJ/G+TTOp3E+hfMpnE/hfArnUzifwvkUzqdwPoXzKZxP4XwK51M4n8L5FM6n +cD6J80mcT+J8EueTOJ/E+STOJ3E+ifNJnE/ifBLnkzifxPkkzifxfRDXB/F8 +EMcH8XsQtwfxehCnB/B5AJcH8HgAhwfwdwB3B/B2AGf78bUfV/vxtB9H+/Gz +Hzf78bIfJ/vwsQ8X+/CwDwf7iP99xP0+4n0fcb6X+N5LXO8lnvcSx3uJ373E +7V7ida91QpzusatDfO6x08LA7LEo3HiPrQ1xuMdOD/G3x9IQd3vsmhBvu21F +GMDdVoQH3G3XhrjabWeEeNpth0Ic7bbrQ/zstjPDQO+2J8KL7LJ1IU522dme +GO3JEBe77OYQD7tsZZiQXfZUeOFddnuY9112bkicO21ZmLaddnfI4zvtvDBx +O+3IkLd32vqQr3fa+SGx7rSjQ37eaRtCXt5hq8Jtd9gxfpCzjSH/7rALQ97d +YceFfLvDNoU8u8MuCoGww44PeXW7TYR8ut0uCXl0u50Q8ud22xby5na7NATM +dlse8uR22xfy4za7LOTFbXZSyIfbbDLkwW12eQisbXZyyHvbbDbku222JuS5 +bfaSkN+2Wi3kta12ZQjArXZKyGNbrRny11a7KuStrXZqyFdbrRPy1Fb2IVvI +S1vIR1vIQ1vIP1vIO1vIN1vIM1vIL5vJK5vJJ5vJI5vJH5vJG5vJF5vJE5vJ +DxPkhQnywQR5YAL/E7ifwPsEzifwbbg2PBuOH8fv47h9HK+P4/QxfD6Gy8fw ++BgON+FvE+424W0Tzh7F16O4ehRPj+LoEfw8gptH8PIITh7Gx8O4eBgPD+Ng +I/G/kbjfSLxvJM4fIr4fIq4fIp4fIo4fJH4fJG4fJF4fJE4fID4fsNVhYB6w +XSEeN9jy8Lob7LIQfxtsMsTdBjs5xNv9tiZc7n6rhfi6304JcXW/XRXi6T7r +hDi6z04L8XOfrfWBtjTEy722IsTJvXZtiI977VCIi3vtzBAP621dmJD19mSY +//W20gsJtjJM4/dtWZjn79v6MCz32Kowr/fYceE237OJMI/fs9Vh/u625WHe +7rbJMF932ZowT3fZKWF+7rROmJc7bW2YjztsRZiHO+xQGP/bbV0Y99ttZRjv +22xZGOfbbH0Y31ttVRjXW+24MJ632EQYx5ttdRi/m+2UMG43WSeM1022NozT +jbYijM+NdiiMyw22LozHDbYyjMM6WxYWtnW2yr8IsYnwvt+x5b6g2Zrwftdb +xzdOtiJ87Fu2LrzHN21ZOPhea6t8AbOJ8Lxft+VeeLI14fmu4bm+yvN8hef4 +Mvdfy32/yP2u5j6f5/pXcd3PcL0ruc4n+ftr+HuX8/nL+Nyl/Plqfv8ifr2K +/6+0//8GnV9r2V3hz8Xntcb/vrie1vj1xf20wu8vnkcT/nziebXCn1+8jyb8 +/cT7arm/vxgPrfLxEeOldT5+YjzV8fEV463lPv5iPrTc50fMl1b5/In51Dqf +XzHfOhTif52IB631+BDxolM8fkQ8adLjS8SbiD9NejyK+NRqj1cRvzrO41nE +t9Z7vIv410r3IHzokHsRfrTWPQlfOsW9CX+adI/Cp1a7V+FXx7ln4VvnuXfh +X7d7PhD5QU96vhD5Q2d6PhH5Rdd6vhH5R6nnI5GfdJrnK5G/dJXnM5HfVPN8 +J/KfTvZ8KPKjLvN8KfKndnk+FflVJ3i+FflXF3k+FvlZGz1fi/ytoz2fi/yu +8zzfi/yv2309EOuDnvT1QqwfOtPXE7G+6Fpfb8T6o9TXI7E+6TRfr8T6pat8 +PRPrm2q+3on1Tyf7eijWR13m66VYP7XL11OxvuoEX2/F+quLfD0W67M2+not +lmUd6eu5WN91t6/3Yv3Xub4fEPsDPeX7BbF/0M2+nxD7C53t+w2x/9ATvh8R ++xNd7/sVsX/RGb6fEfsbFb7fEfsfXeP7IbE/0um+XxL7J0W+nxL7K13t+y2x +/9Kpvh8T+zPN+n5N7N90ue/nxP5OJ/l+T+z/tM/3g2J/qEt9vyj2jzrR95Ni +fyn2mzrR959iP6ptvj8V+1Vd4vtXsZ/V8b6/FftdbfL9r9gP60LfH4v9so7x +/bPYT2uD76/Fflvn+/5b7Md1pO/PxX5dd/v+Xeznda7v78V+X0/5/l+cB3Sz +nw/EeUFn+/lBnCf0hJ8vxHlD1/v5Q5xHdIafT8R5RYWfX8R5Rtf4+Uacd3S6 +n3/EeUiRn4/EeUlX+/lJnKd0qp+vxHlLTT9/ifOYrvTzmTiv6SV+fhPnOc36 ++U6c93S5n//EeVAn+flQnBe1z8+P4jypS/18Kc6bOtHPn+I8qm1+PhXnVV3i +51dxntXxfr4V511t8vOvOA/rQj8fi/OyjvHzszhPa4Ofr8V5W+f7+Vucx3WE +n8/FeV3v8/O7OM/rTj/fi/O+funnf1EP0Hu9PiDqBbrV6weinqCfe31B1Bv0 +Lq8/iHqEbvT6hKhX6CdevxD1DL3d6xui3qHveP1D1EP0Q6+PiHqJ3ur1E1FP +0be8viLqLSq9/iLqMXqj12dEvUZf8fqNqOco9vqOqPfodV7/EfUgfdHrQ6Je +pJ7Xj0Q9Sa/2+pKoN4n6k7zuPCPqU/q816tE/Uptr2eJ+pZe6fUuUf/SZ7we +JupjWvR6maif6WVeTxP1NX3S622i/qZ5r8eJ+pxe5PU6Ub/TJ7yeJ+p7mvZ6 +n6j/6YVeDxT1QX3c64WifqgDXk8U9UW9wOuNov6oj3k9UtQntcfrlaJ+qed5 +PVPUN/VRr3eK+qd2eD1U1Ef1XK+XivqpPuz1VFFf1Ravt4r6q57j9VhRn9XF +Xq8V9Vs97vVcUd/Vs73eK+q/+pDXg0V9WI94vVjUj3Ws15NFfVkXeL1Z1J/1 +oNejRX1az/J6tahf6wNezxb1bd3n9W5R/9ZRXg8X9XG93+vlon6ue7yeLurr +OK/hvIbzGs5rOK/hvIbzGs5rOK/hvIbzGs5rOK/hvIbzGs5rOK/jvI7zOs7r +OK/jvI7zOs7rOK/jvI7zOs7rOK/jvI7zOs4P/75/34LzRZwv4nwR54s4X8T5 +Is4Xcb6I80WcL+J8EeeLOF/E+SLOGzhv4LyB8wbOGzhv4LyB8wbOGzhv4LyB +8wbOGzhv4LyB8wbOmzhv4ryJ8ybOmzhv4ryJ8ybOmzhv4ryJ8ybOmzhv4ryJ +8ybOWzhv4byF8xbOWzhv4byF8xbOWzhv4byF8xbOWzhv4byF8zbO2zhv47yN +8zbO2zhv47yN8zbO2zhv47yN8zbO2zhv47yN8yWcL+F8CedLOF/C+RLOl3C+ +hPMlnC/hfAnnSzhfwvkSzpf0DP/+XHyfrrv8+3Xxfbv+wr9/F9/H63/9+3nx +fb3u8O/vxff5Ose/3xff9+tp//5f9APoNu8PEP0Ceo/3D4h+Av3C+wtEv4Fu +8f4Ded9RR+/2/gR5/2FHP/P+BXl/Ykc3eX+DvH+xo3d6/4O8v7Gjn3p/hLz/ +saMbvH9C3h/Z1Tu8v0LeP9nVj73/Qt5f2dW3vT9D3n/Z1du8f0Peh93VD7y/ +Q96n3dV13v8h7+Pu6i3eHyLv8+6q8v4ReR94V15m6Mr7xLt6s/ef6Pe8H0V+ +LOxqq/eryLe1Xf2z97PI00VXv+v9LvL24q42ez+Mvub9Mfon75eRvH9Gv+P9 +NPK++J7M+23kffM9/aP348j76nv6be/Xkffd9/SY9/PI+3V7+gfv95H38/b0 +W94PJO/37elR7xeS9wP39EHvJ5KXTXr6Te83Ev1Hetj7kUR/kv7e+5VE/5J+ +w/uZRH+THvJ+J9H/pL/zfijRH6Vf934p0T+lB7yfSvRX6W+930r0X+nXvB9L +9Gfpfu/XEv1b+hvv5xL9XXqm93uJ/i/d6/1goj9Mf+39YqJ/TL/q/WSiv0zf +934z0X+mv/J+NNGfpl/xfjXRv6bveT+b6G/TX3q/m+h/w3mE8wjnEc4jnEc4 +j3Ae4TzCeYTzCOcRziOcRziPcB7hPMJ5hPMI5xHOI5xHOI9wHuE8wnmE8wjn +Ec4jnEc4j3Ae4TzC+QDnA5wPcD7A+QDnA33X+y1xPtBZ3o+J8wHOBzgf4HyA +8wHOBzgf4HyA8wHOBzgf4HyA8wHOBzgf4HyA8wHOBzgf4HyA8wHOBziPcR7j +PMZ5jPMY5zHOY5zHOI9xHuM8xnmM8xjnMc5jnMc4j3Ee4zzGeYzzGOcxzmOc +xziPcR7jPMZ5jPMY5zHOY5wnOE9wnuA8wXmC8wTnCc4TnCc4T3Ce4DzBeYLz +BOcJzhOcJzhPcJ7gPMF5gvME5wnOE5wnOE9wnuA8wXmC8wTnCc5TnKc4T3Ge +4jzFeYrzFOcpzlOcpzhPcZ7iPMV5ivMU5ynOU5ynOE9xnuI8xXmK8xTnKc5T +nKc4T3Ge4jzFeYrzFOcpzoc4H+J8iPMhzoc4H+J8iPMhzoc4H+pH/u8vcD7E ++RDnQ5wPcT7E+RDnQ5wPcT7E+RDnQ5wPcT7E+RDnQ5wPcT7E+RDnQ5wPcZ7h +PMN5hvMM5xnOM5xnOM9wnuE8w3mG8wznGc4znGc4z3Ce4TzDeYbzDOcZzjOc +ZzjPcJ7hPMN5hvMM5xnOM5xnOM9xnuM8x3mO8xznOc5znOc4z3Ge4zzHeY7z +HOc5znOc5zjPcZ7jPMd5jvMc5znOc5znOM9xnuM8x3mO8xznOc5znBc4L3Be +4LzAeYHzAucFzgucFzgvcF7gvMB5gfMC5wXOC5wXOC9wXuC8wHmB8wLnBc4L +nBc4L3Be4LzAeYHzAucFzgucj3A+wvkI5yOcj3A+wvkI5yOcj3A+wvkI5yN9 +2/+9Jc5HOB/hfITzEc5HOB/hfITzEc5HOB/hfITzEc5HOB/hfITzEc5HOB/h +vMR5ifMS5yXOS5yXOC9xXuK8xHmJ8xLnJc5LnJc4L3Fe4rzEeYnzEuclzkuc +lzgvcV7ivMR5ifMS5yXOS5yXOC9xXuG8wnmF8wrnFc4rnFc4r3Be4bzCeYXz +CucVziucVzivcF7hvMJ5hfMK5xXOK5xXOK9wXuG8wnmF8wrnFc4rnFfi35/r +/wAod6QK + "], {Developer`PackedArrayForm, CompressedData[" +1:eJwd2VMMIEyvANB/bdu2bdu2bdu2bdu2bdu27W/v2dvkJE36PDOdNkHDdhXb +Bvjf//53Mdj//j/+5QEJRGCCEJR/5eCEICShCE0YwhKO8EQgIpGITBSiEo3o +xCAmsYhNHOISj/gkICGJSEwSkpKM5KQgJalITRrSko70ZCAjmchMFrKSjezk +ICe5yE0e8pKP/BSgIIUoTBGKUozilKAkpShNGcpSjvJUoCKVqEwVqlKN6tSg +JrWoTR3qUo/6NKAhjWhME5rSjOa0oCWtaE0b2tKO9nSgI53oTBe60o3u9KAn +vehNH/rSj/4MYCCDGMwQhjKM4YxgJKMYzRjGMo7xTGAik5jMFKYyjenMYCaz +mM0c5jKP+SxgIYtYzBKWsozlrGAlq1jNGtayjvVsYCOb2MwWtrKN7exgJ7vY +zR72so/9HOAghzjMEY5yjOOc4CSnOM0ZznKO81zgIpe4zBWuco3r3OAmt7jN +He5yj/s84CGPeMwTnvKM57zgJa94zRve8o73fOAjn/jMF77yje/84Ce/+M0f +/uMv/w5/AAISiMAEISjBCE4IQhKK0IQhLOEITwQiEonIRCEq0YhODGISi9jE +IS7xiE8CEpKIxCQhKclITgpSkorUpCEt6UhPBjKSicxkISvZyE4OcpKL3OQh +L/nITwEKUojCFKEoxShOCUpSitKUoSzlKE8FKlKJylShKtWoTg1qUova1KEu +9ahPAxrSiMY0oSnNaE4LWtKK1rTh3wXejvZ0oCOd6EwXutKN7vSgJ73oTR/6 +0o/+DGAggxjMEIYyjOGMYCSjGM0YxjKO8UxgIpOYzBSmMo3pzGAms5jNHOYy +j/ksYCGLWMwSlrKM5axgJatYzRrWso71bGAjm9jMFrayje3sYCe72M0e9rKP +/RzgIIc4zBGOcozjnOAkpzjNGc5yjvNc4CKXuMwVrnKN69zgJre4zR3uco/7 +POAhj3jME57yjOe84CWveM0b3vKO93zgI5/4zBe+8o3v/OAnv/jNH/7jL/8e +/gAEJBCBCUJQghGcEIQkFKEJQ1jCEZ4IRCQSkYlCVKIRnRjEJBaxiUNc4hGf +BCQkEYlJQlKSkZwUpCQVqUlDWtKRngxkJBOZyUJWspGdHOQkF7nJQ17ykZ8C +FKQQhSlCUYpRnBKUpBSlKUNZylGeClSkEpWpQlWqUZ0a1KQWtalDXepRnwY0 +pBGNaUJTmtGcFrSkFa1pQ1va0Z4OdKQTnelCV7rRnR70pBe96UNf+tGfAQxk +EIMZwlCGMZwRjGQUoxnDWMYxnglMZBKTmcJUpjGdGcxkFrOZw1zmMZ8FLGQR +i1nCUpaxnBWsZBWrWcNa1rGeDWxkE5vZwla2sZ0d7GQXu9nDXvaxnwMc5BCH +OcJRjnGcE5zkFKc5w1nOcZ4LXOQSl7nCVa5xnRvc5Ba3ucNd7nGfBzzkEY95 +wlOe8ZwXvOQVr3nDW97xng985BOf+cJXvvGdH/zkF7/5w3/85V/TH4CABCIw +QQhKMIITgpCEIjRhCEs4whOBiEQiMlGISjSiE4OYxCI2cYhLPOKTgIQkIjFJ +SEoykpOClKQiNWlISzrSk4GMZCIzWchKNrKTg5zkIjd5yEs+8lOAghSiMEUo +SjGKU4KSlKI0ZShLOcpTgYpUojJVqEo1qlODmtSiNnWoSz3q04CGNKIxTWhK +M5rTgpa0ojVtaEs72tOBjnSiM13oSje604Oe9KI3fehLP/ozgIEMYjBDGMow +hjOCkYxiNGMYyzjGM4GJTGIyU5jKNKYzg5nMYjZzmMs85rOAhSxiMUtYyjKW +s4KVrGI1a1jLOtazgY1sYjNb2Mo2trODnexiN3vYyz72c4CDHOIwRzjKMY5z +gpOc4jRnOMs5znOBi1ziMle4yjWuc4Ob3OI2d7jLPe7zgIc84jFPeMoznvOC +l7ziNW94yzve84GPfOIzX/jKN77zg5/84jd/+I+//PvwByAggQhMEIISjOCE +ICShCE0YwhKO8EQgIpGITBSiEo3oxCAmsYhNHOISj/gkICGJSEwSkpKM5KQg +JalITRrSko70ZCAjmchMFrKSjezkICe5yE0e8pKP/BSgIIUoTBGKUozilKAk +pShNGcpSjvJUoCKVqEwVqlKN6tSgJrWoTR3qUo/6NKAhjWhME5rSjOa0oCWt +aE0b2tKO9nSgI53oTBe60o3u9KAnvehNH/rSj/4MYCCDGMwQhjKM4YxgJKMY +zRjGMo7xTGAik5jMFKYyjenMYCazmM0c5jKP+SxgIYtYzBKWsozlrGAlq1jN +GtayjvVsYCOb2MwWtrKN7exgJ7vYzR72so/9HOAghzjMEY5yjOOc4CSnOM0Z +znKO81zgIpe4zBWuco3r3OAmt7jNHe5yj/s84CGPeMwTnvKM57zgJa94zRve +8o73fOAjn/jMF77yje/84Ce/+M0f/uMv/4Z9AQhIIAIThKAEIzghCEkoQhOG +sIQjPBGISCQiE4WoRCM6MYhJLGITh7jEIz4JSEgiEpOEpCQjOSlISSpSk4a0 +pCM9GchIJjKThaxkIzs5yEkucpOHvOQjPwUoSCEKU4SiFKM4JShJKUpThrKU +ozwVqEglKlOFqlSjOjWoSS1qU4e61KM+DWhIIxrThKY0ozktaEkrWtOGtrSj +PR3oSCc604WudKM7PehJL3rTh770oz8DGMggBjOEoQxjOCMYyShGM4axjGM8 +E5jIJCYzhalMYzozmMksZjOHucxjPgtYyCIWs4SlLGM5K1jJKlazhrWsYz0b +2MgmNrOFrWxjOzvYyS52s4e97GM/BzjIIQ5zhKMc4zgnOMkpTnOGs5zjPBe4 +yCUuc4WrXOM6N7jJLW5zh7vc4z4PeMgjHvOEpzzjOS94ySte84a3vOM9H/jI +Jz7zha984zs/+MkvfvOH//jLv0F/AAISiMAEISjBCE4IQhKK0IQhLOEITwQi +EonIRCEq0YhODGISi9jEIS7xiE8CEpKIxCQhKclITgpSkorUpCEt6UhPBjKS +icxkISvZyE4OcpKL3OQhL/nITwEKUojCFKEoxShOCUpSitKUoSzlKE8FKlKJ +ylShKtWoTg1qUova1KEu9ahPAxrSiMY0oSnNaE4LWtKK1rShLe1oTwc60onO +dKEr3ehOD3rSi970oS/96M8ABjKIwQxhKMMYzghGMorRjGEs4xjPBCYyiclM +YSrTmM4MZjKL2cxhLvOYzwIWsojFLGEpy1jOClayitWsYS3rWM8GNrKJzWxh +K9vYzg52sovd7GEv+9jPAQ5yiMMc4SjHOM4JTnKK05zhLOc4zwUuconLXOEq +17jODW5yi9vc4S73uM8DHvKIxzzhKc94zgte8orXvOEt73jPBz7yic984Svf ++M4PfvKL3/zhP/7yb8kXgIAEIjBBCEowghOCkIQiNGEISzjCE4GIRCIyUYhK +NKITg5jEIjZxiEs84pOAhCQiMUlISjKSk4KUpCI1aUhLOtKTgYxkIjNZyEo2 +spODnOQiN3nISz7yU4CCFKIwRShKMYpTgpKUojRlKEs5ylOBilSiMlWoSjWq +U4Oa1KI2dahLPerTgIY0ojFNaEozmtOClrSiNW1oSzva04GOdKIzXehKN7rT +g570ojd96Es/+jOAgQxiMEMYyjCGM4KRjGI0YxjLOMYzgYlMYjJTmMo0pjOD +mcxiNnOYyzzms4CFLGIxS1jKMpazgpWsYjVrWMs61rOBjWxiM1vYyja2s4Od +7GI3e9jLPvZzgIMc4jBHOMoxjnOCk5ziNGc4yznOc4H/AywZ77E= + "], { + Complex[0., 0.], + Complex[6.878579414571214*^-7, 3.891800124666593*^-8], + Complex[2.752112349855369*^-6, 1.5560911357367526`*^-7], + Complex[6.193784542081835*^-6, 3.499788909218787*^-7], + Complex[0.000011013896423048626`, 6.219327418843559*^-7], + Complex[0.000017213470485979592`, 9.713759295877485*^-7], + Complex[0.000024793529812697235`, 1.3982135715735152`*^-6], + Complex[0.000033755098073909695`, 1.9023506396791105`*^-6], + Complex[0.0000440991995294979, 2.4836919599190877`*^-6], + Complex[0.0000558268590288028, 3.14214221236612*^-6], + Complex[0.00006893910201091279, 3.877605931031952*^-6], + Complex[0.00008343695450495123, 4.689987503748262*^-6], + Complex[0.00009932144313036403, 5.579191172047465*^-6], + Complex[0.00011659359509720757`, 6.545121031043417*^-6], + Complex[0.0001352544382064364, 7.587681029312058*^-6], + Complex[0.00015530500085019145`, 8.706774968771973*^-6], + Complex[0.00017674631201208813`, 9.902306504564873*^-6], + Complex[0.00019957940126750443`, 0.00001117417914493599], + Complex[0.00022380529878386984`, 0.000012522296251114428`], + Complex[0.0002494250353209533, 0.000013946561037193389`], + Complex[0.0002764396422311523, 0.000015446876570010355`], + Complex[0.00030485015145978125`, 0.000017023145769027182`], + Complex[0.0003346575955453612, 0.000018675271406210118`], + Complex[0.00036586300761990803`, 0.00002040315610590974], + Complex[0.0003984674214092219, 0.00002220670234474081], + Complex[0.000432471871233177, 0.00002408581245146206], + Complex[0.0004678773920060103, 0.000026040388606855914`], + Complex[0.0005046850192366119, 0.00002807033284360807], + Complex[0.0005428957890288138, 0.000030175547046187095`], + Complex[0.0005825107380816808, 0.0000323559329507239], + Complex[0.0006235309036897996, 0.00003461139214489106], + Complex[0.0006659573237435693, 0.000036941826067782237`], + Complex[0.0007097910367294916, 0.00003934713600979132], + Complex[0.0007550330817304607, 0.00004182722311249161], + Complex[0.0008016844984260548, 0.000044381988368514975`], + Complex[0.0008497463270928256, 0.000047011332621430705`], + Complex[0.0008992196086045892, 0.000049715156565624554`], + Complex[0.0009501053844327185, 0.00005249336074617759], + Complex[0.001002404696646432, 0.000055345845558744854`], + Complex[0.0010561185879130852`, 0.000058272511249434084`], + Complex[0.0011112481014984646`, 0.00006127325791468448], + Complex[0.001167794281267075, 0.00006434798550114496], + Complex[0.0012257581716824343`, 0.00006749659380555284], + Complex[0.0012851408178073634`, 0.0000707189824746121], + Complex[0.001345943265304279, 0.00007401505100487169], + Complex[0.0014081665604354842`, 0.00007738469874260379], + Complex[0.0014718117500634618`, 0.00008082782488368184], + Complex[0.0015368798816511662`, 0.00008434432847345874], + Complex[0.0016033720032623143`, 0.00008793410840664473], + Complex[0.0016712891635616812`, 0.00009159706342718534], + Complex[0.0017406324118153882`, 0.00009533309212813909], + Complex[0.0018114027978912007`, 0.00009914209295155549], + Complex[0.0018836013722588149`, 0.00010302396418835236`], + Complex[0.001957229185990157, 0.00010697860397819374`], + Complex[0.002032287290759673, 0.00011100591030936719`], + Complex[0.00210877673884462, 0.00011510578101866118`], + Complex[0.002186698583125365, 0.00011927811379124272`], + Complex[0.002266053877085673, 0.0001235228061605343], + Complex[0.0023468436748130027`, 0.00012783975550809118`], + Complex[0.0024290690309988023`, 0.00013222885906347863`], + Complex[0.0025127310009387996`, 0.0001366900139041488], + Complex[0.00259783064053329, 0.00014122311695531718`], + Complex[0.0026843690062874734`, 0.00014582806498984207`], + Complex[0.002772347155311649, 0.00015050475462809578`], + Complex[0.002861766145321651, 0.00015525308233784894`], + Complex[0.0029526270346389876`, 0.0001600729444341388], + Complex[0.003044930882191294, 0.00016496423707915443`], + Complex[0.0031386787475124684`, 0.00016992685628210453`], + Complex[0.0032338716907431234`, 0.00017496069789910213`], + Complex[0.003330510772630725, 0.0001800656576330328], + Complex[0.003428597054530047, 0.00018524163103343923`], + Complex[0.003528131598403306, 0.00019048851349638853`], + Complex[0.0036291154668206147`, 0.00019580620026435754`], + Complex[0.003731549722960119, 0.00020119458642609946`], + Complex[0.0038354354306084472`, 0.00020665356691652848`], + Complex[0.003940773654160892, 0.0002121830365165894], + Complex[0.004047565458621753, 0.0002177828898531358], + Complex[0.004155811909604632, 0.00022345302139880583`], + Complex[0.004265514073332719, 0.00022919332547189706`], + Complex[0.004376673016639098, 0.00023500369623624274`], + Complex[0.004489289806967038, 0.0002408840277010865], + Complex[0.0046033655123702884`, 0.0002468342137209583], + Complex[0.004718901201513381, 0.00025285414799554914`], + Complex[0.0048358979436719214`, 0.000258943724069587], + Complex[0.004954356808732892, 0.00026510283533271096`], + Complex[0.0050742788671949415`, 0.00027133137501934715`], + Complex[0.005195665190168692, 0.0002776292362085831], + Complex[0.005318516849377025, 0.000283996311824043], + Complex[0.005442834917155385, 0.000290432494633762], + Complex[0.005568620466452083, 0.00029693767725006136`], + Complex[0.005695874570828583, 0.000303511752129423], + Complex[0.005824598304459806, 0.0003101546115723639], + Complex[0.005954792742134427, 0.00031686614772331065`], + Complex[0.006086458959255176, 0.0003236462525704736], + Complex[0.00621959803183913, 0.00033049481794572154`], + Complex[0.006354211036518019, 0.00033741173552445566`], + Complex[0.006490299050538516, 0.00034439689682548384`], + Complex[0.006627863151762546, 0.00035145019321089466`], + Complex[0.006766904418667576, 0.0003585715158859309], + Complex[0.0069074239303469195`, 0.0003657607558988646], + Complex[0.007049422766510031, 0.00037301780414086946`], + Complex[0.007192902007482811, 0.00038034255134589574`], + Complex[0.007337862734207901, 0.00038773488809054304`], + Complex[0.007484306028244977, 0.0003951947047939346], + Complex[0.007632232971771074, 0.0004027218917175902], + Complex[0.007781644647580853, 0.00041031633896529976`], + Complex[0.007932542139086915, 0.0004179779364829968], + Complex[0.008084926530320115, 0.0004257065740586318], + Complex[0.00823879890592984, 0.0004335021413220445], + Complex[0.00839416035118432, 0.00044136452774483825`], + Complex[0.008551011951970932, 0.00044929362264025215`], + Complex[0.00870935479479649, 0.00045728931516303417`], + Complex[0.008869189966787549, 0.0004653514943093138], + Complex[0.009030518555690715, 0.0004734800489164753], + Complex[0.009193341649872943, 0.00048167486766303015`], + Complex[0.009357660338321824, 0.0004899358390684891], + Complex[0.009523475710645901, 0.0004982628514932355], + Complex[0.009690788857074972, 0.000506655793138397], + Complex[0.009859600868460376, 0.0005151145520457189], + Complex[0.01002991283627531, 0.000523639016097435], + Complex[0.010201725852615128`, 0.0005322290730161409], + Complex[0.010375041010197626`, 0.0005408846103646654], + Complex[0.010549859402363382`, 0.0005496055155459435], + Complex[0.01072618212307601, 0.000558391675802887], + Complex[0.010904010266922502`, 0.0005672429782182571], + Complex[0.011083344929113514`, 0.0005761593097145363], + Complex[0.011264187205483661`, 0.0005851405570537998], + Complex[0.011446538192491838`, 0.0005941866068375868], + Complex[0.011630398987221506`, 0.0006032973455067731], + Complex[0.011815770687381013`, 0.0006124726593414408], + Complex[0.01200265439130387, 0.0006217124344607514], + Complex[0.012191051197949089`, 0.000631016556822816], + Complex[0.012380962206901455`, 0.000640384912224567], + Complex[0.012572388518371856`, 0.000649817386301629], + Complex[0.012765331233197553`, 0.0006593138645281892], + Complex[0.012959791452842517`, 0.0006688742322168698], + Complex[0.013155770279397731`, 0.0006784983745185975], + Complex[0.013353268815581463`, 0.0006881861764224751], + Complex[0.013552288164739607`, 0.0006979375227556516], + Complex[0.013752829430845954`, 0.000707752298183193], + Complex[0.01395489371850253, 0.0007176303872079533], + Complex[0.014158482132939873`, 0.0007275716741704445], + Complex[0.014363595780017356`, 0.0007375760432487063], + Complex[0.01457023576622348, 0.0007476433784581775], + Complex[0.014778403198676186`, 0.0007577735636515664], + Complex[0.014988099185123158`, 0.0007679664825187192], + Complex[0.015199324833942124`, 0.0007782220185864918], + Complex[0.01541208125414117, 0.0007885400552186183], + Complex[0.01562636955535904, 0.0007989204756155822], + Complex[0.015842190847865447`, 0.0008093631628144855], + Complex[0.016059546242561368`, 0.000819867999688918], + Complex[0.016278436850979364`, 0.0008304348689488276], + Complex[0.016498863785283865`, 0.00084106365314039], + Complex[0.016720828158271514`, 0.0008517542346458764], + Complex[0.016944331083371417`, 0.0008625064956835257], + Complex[0.017169373674645515`, 0.000873320318307411], + Complex[0.017395957046788833`, 0.0008841955844073105], + Complex[0.017624082315129828`, 0.0008951321757085763], + Complex[0.01785375059563068, 0.0009061299737720029], + Complex[0.018084963004887572`, 0.0009171888599936958], + Complex[0.018317720660131057`, 0.0009283087156049429], + Complex[0.018552024679226307`, 0.0009394894216720788], + Complex[0.01878787618067347, 0.0009507308590963581], + Complex[0.019025276283607933`, 0.0009620329086138214], + Complex[0.01926422610780066, 0.0009733954507951634], + Complex[0.019504726773658478`, 0.0009848183660456037], + Complex[0.019746779402224413`, 0.0009963015346047524], + Complex[0.019990385115177974`, 0.0010078448365464807`], + Complex[0.020235545034835458`, 0.0010194481517787873`], + Complex[0.0204822602841503, 0.001031111360043668], + Complex[0.020730531986713305`, 0.0010428343409169816`], + Complex[0.020980361266753064`, 0.001054616973808321], + Complex[0.021231749249136136`, 0.0010664591379608778`], + Complex[0.02148469705936748, 0.0010783607124513124`], + Complex[0.021739205823590662`, 0.001090321576189619], + Complex[0.02199527666858825, 0.001102341607918997], + Complex[0.022252910721782038`, 0.0011144206862157156`], + Complex[0.022512109111233424`, 0.0011265586894889813`], + Complex[0.022772872965643686`, 0.0011387554959808052`], + Complex[0.02303520341435438, 0.0011510109837658768`], + Complex[0.023299101587347402`, 0.0011633250307514153`], + Complex[0.023564568615245668`, 0.0011756975146770571`], + Complex[0.02383160562931301, 0.0011881283131147027`], + Complex[0.024100213761454933`, 0.0012006173034684025`], + Complex[0.024370394144218453`, 0.001213164362974206], + Complex[0.024642147910792892`, 0.001225769368700045], + Complex[0.02491547619500969, 0.0012384321975455832`], + Complex[0.02519038013134322, 0.001251152726242102], + Complex[0.025466860854910615`, 0.0012639308313523456`], + Complex[0.025744919501472542`, 0.0012767663892704105`], + Complex[0.026024557207433036`, 0.0012896592762215871`], + Complex[0.02630577510984033, 0.0013026093682622514`], + Complex[0.026588574346386635`, 0.0013156165412797057`], + Complex[0.02687295605540896, 0.0013286806709920697`], + Complex[0.027158921375888916`, 0.001341801632948122], + Complex[0.02744647144745356, 0.00135497930252719], + Complex[0.027735607410375174`, 0.0013682135549389915`], + Complex[0.028026330405572106`, 0.0013815042652235254`], + Complex[0.02831864157460854, 0.0013948513082509117`], + Complex[0.028612542059695358`, 0.001408254558721282], + Complex[0.02890803300368991, 0.0014217138911646213`], + Complex[0.02920511555009686, 0.0014352291799406567`], + Complex[0.029503790843067975`, 0.0014488002992386988`], + Complex[0.02980406002740296, 0.0014624271230775305`], + Complex[0.030105924248549246`, 0.0014761095253052494`], + Complex[0.030409384652602824`, 0.0014898473795991547`], + Complex[0.030714442386308046`, 0.0015036405594655916`], + Complex[0.03102109859705846, 0.0015174889382398354`], + Complex[0.03132935443289659, 0.0015313923890859363`], + Complex[0.03163921104251478, 0.0015453507849966072`], + Complex[0.03195066957525496, 0.0015593639987930609`], + Complex[0.03226373118110953, 0.001573431903124902], + Complex[0.032578397010721204`, 0.0015875543704699736`], + Complex[0.03289466821538359, 0.0016017312731342254`], + Complex[0.033212545947041386`, 0.0016159624832515816`], + Complex[0.033532031358290755`, 0.001630247872783801], + Complex[0.03385312560237961, 0.0016445873135203428`], + Complex[0.03417582983320795, 0.001658980677078233], + Complex[0.03450014520532816, 0.001673427834901922], + Complex[0.03482607287394533, 0.0016879286582631551`], + Complex[0.035153613994917544`, 0.0017024830182608326`], + Complex[0.03548276972475626, 0.0017170907858208725`], + Complex[0.035813541220626584`, 0.0017317518316960778`], + Complex[0.03614592964034756, 0.0017464660264659977`], + Complex[0.036479936142392526`, 0.0017612332405367891`], + Complex[0.03681556188588945, 0.001776053344141084], + Complex[0.037152808030621175`, 0.0017909262073378491`], + Complex[0.03749167573702581, 0.0018058517000122522`], + Complex[0.03783216616619699, 0.001820829691875521], + Complex[0.038174280479884214`, 0.0018358600524648108`], + Complex[0.03851801984049318, 0.0018509426511430624`], + Complex[0.0388633854110861, 0.0018660773570988707`], + Complex[0.03921037835538195, 0.0018812640393463408`], + Complex[0.039558999837756875`, 0.0018965025667249554`], + Complex[0.03990925102324448, 0.0019117928078994362`], + Complex[0.040261133077536135`, 0.0019271346313596053`], + Complex[0.04061464716698127, 0.0019425279054202476`], + Complex[0.040969794458587755`, 0.001957972498220974], + Complex[0.04132657612002216, 0.0019734682777260842`], + Complex[0.04168499331961009, 0.001989015111724426], + Complex[0.042045047226336556`, 0.0020046128678292583`], + Complex[0.042406739009846164`, 0.002020261413478115], + Complex[0.04277006984044361, 0.002035960615932666], + Complex[0.04313504088909383, 0.002051710342278576], + Complex[0.043501653327422445`, 0.002067510459425371], + Complex[0.04386990832771599, 0.002083360834106294], + Complex[0.0442398070629223, 0.0020992613328781723`], + Complex[0.044611350706650794`, 0.0021152118221212765`], + Complex[0.044984540433172765`, 0.0021312121680391763`], + Complex[0.045359377417421805`, 0.0021472622366586146`], + Complex[0.045735862834994, 0.002163361893829355], + Complex[0.046113997862148336`, 0.0021795110052240515`], + Complex[0.04649378367580696, 0.002195709436338103], + Complex[0.04687522145355556, 0.002211957052489523], + Complex[0.04725831237364366, 0.0022282537188187904`], + Complex[0.04764305761498486, 0.0022445993002887152`], + Complex[0.04802945835715733, 0.0022609936616843013`], + Complex[0.04841751578040396, 0.002277436667612602], + Complex[0.0488072310656328, 0.0022939281825025823`], + Complex[0.0491986053944173, 0.0023104680706049797`], + Complex[0.04959163994899667, 0.0023270561959921657`], + Complex[0.049986335912276206`, 0.0023436924225580034`], + Complex[0.05038269446782763, 0.0023603766140177073`], + Complex[0.05078071679988928, 0.002377108633907705], + Complex[0.05118040409336666, 0.0023938883455854984`], + Complex[0.05158175753383257, 0.0024107156122295183`], + Complex[0.0519847783075275, 0.0024275902968389895`], + Complex[0.05238946760135993, 0.002444512262233786], + Complex[0.05279582660290672, 0.0024614813710542964`], + Complex[0.053203856500413316`, 0.0024784974857612755`], + Complex[0.053613558482794206`, 0.0024955604686357096`], + Complex[0.05402493373963311, 0.0025126701817786735`], + Complex[0.05443798346118341, 0.0025298264871111893`], + Complex[0.05485270883836842, 0.002547029246374087], + Complex[0.0552691110627817, 0.0025642783211278614`], + Complex[0.0556871913266874, 0.002581573572752531], + Complex[0.05610695082302062, 0.0025989148624475005`], + Complex[0.056528390745387666`, 0.002616302051231416], + Complex[0.056951512288066386`, 0.002633734999942021], + Complex[0.05737631664600654, 0.002651213569236023], + Complex[0.057802805014830066`, 0.002668737619588944], + Complex[0.05823097859083149, 0.002686307011294983], + Complex[0.05866083857097812, 0.0027039216044668713`], + Complex[0.05909238615291049, 0.002721581259035737], + Complex[0.05952562253494262, 0.002739285834750954], + Complex[0.05996054891606235, 0.0027570351911800073`], + Complex[0.060397166495931694`, 0.002774829187708344], + Complex[0.06083547647488714, 0.002792667683539241], + Complex[0.061275480053939964`, 0.0028105505376936524`], + Complex[0.061717178434776615`, 0.0028284776090100735`], + Complex[0.06216057281975889, 0.002846448756144394], + Complex[0.06260566441192444, 0.00286446383756976], + Complex[0.0630524544149872, 0.002882522711576434], + Complex[0.06350094403333709, 0.002900625236271632], + Complex[0.06395113447204127, 0.002918771269579416], + Complex[0.06440302693684356, 0.002936960669240509], + Complex[0.0648566226341656, 0.0029551932928121973`], + Complex[0.06531192277110635, 0.00297346899766814], + Complex[0.06576892855544328, 0.002991787640998271], + Complex[0.06622764119563174, 0.003010149079808618], + Complex[0.06668806190080635, 0.0030285531709211898`], + Complex[0.06715019188078021, 0.0030469997709738016`], + Complex[0.0676140323460463, 0.003065488736419967], + Complex[0.06807958450777686, 0.003084019923528718], + Complex[0.06854684957782457, 0.003102593188384495], + Complex[0.06901582876872203, 0.0031212083868869716`], + Complex[0.06948652329368298, 0.0031398653747509394`], + Complex[0.06995893436660167, 0.0031585640075061376`], + Complex[0.07043306320205418, 0.003177304140497137], + Complex[0.07090891101529781, 0.003196085628883163], + Complex[0.07138647902227227, 0.003214908327637984], + Complex[0.07186576843959915, 0.0032337720915497376`], + Complex[0.07234678048458314, 0.003252676775220818], + Complex[0.07282951637521147, 0.0032716222330676924`], + Complex[0.07331397733015514, 0.003290608319320798], + Complex[0.07380016456876826, 0.0033096348880243594`], + Complex[0.07428807931108948, 0.003328701793036277], + Complex[0.07477772277784112, 0.003347808888027948], + Complex[0.07526909619043073, 0.0033669560264841603`], + Complex[0.07576220077095032, 0.0033861430617029066`], + Complex[0.07625703774217761, 0.0034053698467952772`], + Complex[0.07675360832757548, 0.003424636234685278], + Complex[0.07725191375129323, 0.0034439420781097233`], + Complex[0.07775195523816594, 0.003463287229618053], + Complex[0.07825373401371581, 0.0034826715415722195`], + Complex[0.07875725130415144, 0.003502094866146511], + Complex[0.07926250833636922, 0.003521557055327442], + Complex[0.07976950633795263, 0.003541057960913566], + Complex[0.08027824653717354, 0.0035605974345153707`], + Complex[0.08078873016299169, 0.0035801753275550956`], + Complex[0.08130095844505573, 0.003599791491266614], + Complex[0.08181493261370289, 0.0036194457766952643`], + Complex[0.08233065389996004, 0.0036391380346977283`], + Complex[0.08284812353554324, 0.0036588681159418564`], + Complex[0.08336734275285887, 0.003678635870906549], + Complex[0.08388831278500306, 0.0036984411498815813`], + Complex[0.08441103486576311, 0.0037182838029674904`], + Complex[0.0849355102296166, 0.0037381636800753893`], + Complex[0.08546174011173298, 0.0037580806309268603`], + Complex[0.08598972574797267, 0.0037780345050537696`], + Complex[0.08651946837488854, 0.003798025151798158], + Complex[0.08705096922972526, 0.003818052420312054], + Complex[0.08758422955042044, 0.00383811615955737], + Complex[0.08811925057560423, 0.003858216218305707], + Complex[0.08865603354460043, 0.0038783524451382555`], + Complex[0.08919457969742597, 0.0038985246884456074`], + Complex[0.08973489027479215, 0.0039187327964276385`], + Complex[0.09027696651810402, 0.003938976617093334], + Complex[0.09082080966946172, 0.003959255998260672], + Complex[0.09136642097165974, 0.0039795707875564384`], + Complex[0.09191380166818842, 0.003999920832416119], + Complex[0.0924629530032331, 0.00402030598008371], + Complex[0.09301387622167549, 0.004040726077611611], + Complex[0.09356657256909315, 0.004061180971860439], + Complex[0.0941210432917606, 0.004081670509498911], + Complex[0.09467728963664905, 0.004102194537003673], + Complex[0.09523531285142696, 0.004122752900659167], + Complex[0.09579511418446043, 0.00414334544655747], + Complex[0.09635669488481352, 0.004163972020598157], + Complex[0.09692005620224843, 0.0041846324684881395`], + Complex[0.09748519938722608, 0.004205326635741526], + Complex[0.09805212569090618, 0.004226054367679473], + Complex[0.09862083636514785, 0.004246815509430029], + Complex[0.09919133266250968, 0.004267609905927992], + Complex[0.0997636158362503, 0.004288437401914757], + Complex[0.10033768714032851`, 0.004309297841938162], + Complex[0.10091354782940384`, 0.004330191070352352], + Complex[0.10149119915883667`, 0.004351116931317616], + Complex[0.10207064238468863`, 0.00437207526880024], + Complex[0.10265187876372313`, 0.004393065926572365], + Complex[0.10323490955340535`, 0.004414088748211828], + Complex[0.10381973601190289`, 0.004435143577102014], + Complex[0.10440635939808589`, 0.004456230256431711], + Complex[0.10499478097152756`, 0.004477348629194955], + Complex[0.10558500199250431`, 0.004498498538190877], + Complex[0.10617702372199626`, 0.004519679826023565], + Complex[0.1067708474216875, 0.004540892335101895], + Complex[0.10736647435396643`, 0.0045621359076393996`], + Complex[0.1079639057819261, 0.004583410385654102], + Complex[0.10856314296936452`, 0.004604715610968372], + Complex[0.10916418718078516`, 0.004626051425208779], + Complex[0.10976703968139705`, 0.004647417669805935], + Complex[0.11037170173711523`, 0.004668814185994339], + Complex[0.11097817461456119`, 0.004690240814812244], + Complex[0.11158645958106296`, 0.004711697397101483], + Complex[0.11219655790465573`, 0.0047331837735073296`], + Complex[0.11280847085408205`, 0.004754699784478358], + Complex[0.1134221996987921, 0.004776245270266262], + Complex[0.11403774570894414`, 0.004797820070925731], + Complex[0.11465511015540482`, 0.004819424026314286], + Complex[0.11527429430974954`, 0.004841056976092126], + Complex[0.11589529944426276`, 0.004862718759721985], + Complex[0.11651812683193838`, 0.004884409216468969], + Complex[0.11714277774647992`, 0.004906128185400415], + Complex[0.11776925346230116`, 0.004927875505385729], + Complex[0.11839755525452621`, 0.00494965101509624], + Complex[0.11902768439898995`, 0.004971454553005044], + Complex[0.11965964217223841`, 0.004993285957386858], + Complex[0.12029342985152906`, 0.005015145066317856], + Complex[0.12092904871483119`, 0.005037031717675529], + Complex[0.1215665000408262, 0.005058945749138524], + Complex[0.12220578510890788`, 0.005080886998186489], + Complex[0.12284690519918308`, 0.005102855302099934], + Complex[0.12348986159247152`, 0.005124850497960057], + Complex[0.1241346555703067, 0.0051468724226486125`], + Complex[0.12478128841493571`, 0.005168920912847743], + Complex[0.12542976140932002`, 0.005190995805039828], + Complex[0.1260800758371356, 0.00521309693550734], + Complex[0.1267322329827732, 0.005235224140332679], + Complex[0.12738623413133884`, 0.0052573772553980245`], + Complex[0.12804208056865415`, 0.005279556116385184], + Complex[0.12869977358125662`, 0.005301760558775434], + Complex[0.12935931445639995`, 0.005323990417849372], + Complex[0.13002070448205455`, 0.005346245528686754], + Complex[0.1306839449469076, 0.005368525726166348], + Complex[0.13134903714036367`, 0.005390830844965777], + Complex[0.132015982352545, 0.005413160719561372], + Complex[0.1326847818742916, 0.005435515184227994], + Complex[0.13335543699716193`, 0.005457894073038909], + Complex[0.13402794901343323`, 0.0054802972198656225`], + Complex[0.13470231921610132`, 0.005502724458377709], + Complex[0.135378548898882, 0.005525175622042688], + Complex[0.13605663935621007`, 0.005547650544125836], + Complex[0.136736591883241, 0.005570149057690062], + Complex[0.13741840777585, 0.005592670995595724], + Complex[0.1381020883306336, 0.005615216190500502], + Complex[0.13878763484490894`, 0.005637784474859213], + Complex[0.13947504861671503`, 0.005660375680923692], + Complex[0.14016433094481207`, 0.005682989640742588], + Complex[0.14085548312868296`, 0.005705626186161264], + Complex[0.1415485064685326, 0.005728285148821591], + Complex[0.14224340226528898`, 0.005750966360161832], + Complex[0.14294017182060298`, 0.005773669651416455], + Complex[0.14363881643684928`, 0.005796394853616006], + Complex[0.14433933741712604`, 0.005819141797586915], + Complex[0.1450417360652561, 0.0058419103139513906`], + Complex[0.14574601368578616`, 0.005864700233127209], + Complex[0.1464521715839885, 0.005887511385327606], + Complex[0.14716021106586002`, 0.005910343600561085], + Complex[0.14787013343812372`, 0.005933196708631282], + Complex[0.14858194000822808`, 0.005956070539136794], + Complex[0.14929563208434826`, 0.005978964921471041], + Complex[0.15001121097538553`, 0.006001879684822081], + Complex[0.15072867799096884`, 0.006024814658172492], + Complex[0.15144803444145355`, 0.006047769670299165], + Complex[0.15216928163792365`, 0.006070744549773205], + Complex[0.15289242089219027`, 0.006093739124959714], + Complex[0.15361745351679357`, 0.006116753224017689], + Complex[0.1543443808250019, 0.006139786674899819], + Complex[0.15507320413081316`, 0.0061628393053523595`], + Complex[0.15580392474895416`, 0.006185910942914952], + Complex[0.15653654399488198`, 0.006209001414920487], + Complex[0.1572710631847833, 0.006232110548494929], + Complex[0.15800748363557568`, 0.006255238170557169], + Complex[0.1587458066649071, 0.006278384107818854], + Complex[0.15948603359115712`, 0.006301548186784256], + Complex[0.16022816573343637`, 0.006324730233750075], + Complex[0.16097220441158777`, 0.006347930074805316], + Complex[0.16171815094618597`, 0.006371147535831104], + Complex[0.1624660066585387, 0.0063943824425005515`], + Complex[0.163215772870686, 0.006417634620278567], + Complex[0.16396745090540185`, 0.006440903894421737], + Complex[0.16472104208619318`, 0.00646419008997812], + Complex[0.1654765477373014, 0.006487493031787137], + Complex[0.16623396918370179`, 0.006510812544479367], + Complex[0.16699330775110485`, 0.006534148452476428], + Complex[0.16775456476595535`, 0.006557500579990778], + Complex[0.16851774155543423`, 0.0065808687510255995`], + Complex[0.1692828394474574, 0.006604252789374591], + Complex[0.1700498597706775, 0.00662765251862186], + Complex[0.17081880385448306`, 0.006651067762141716], + Complex[0.17158967302899977`, 0.0066744983430985436`], + Complex[0.17236246862509005`, 0.00669794408444662], + Complex[0.17313719197435445`, 0.006721404808929984], + Complex[0.1739138444091305, 0.006744880339082229], + Complex[0.17469242726249465`, 0.006768370497226402], + Complex[0.17547294186826137`, 0.00679187510547479], + Complex[0.17625538956098458`, 0.0068153939857288], + Complex[0.1770397716759567, 0.006838926959678762], + Complex[0.17782608954921048`, 0.006862473848803808], + Complex[0.17861434451751806`, 0.006886034474371671], + Complex[0.17940453791839234`, 0.006909608657438564], + Complex[0.1801966710900866, 0.006933196218848986], + Complex[0.18099074537159512`, 0.006956796979235577], + Complex[0.1817867621026538, 0.006980410759018954], + Complex[0.18258472262374004`, 0.0070040373784075564`], + Complex[0.18338462827607324`, 0.00702767665739747], + Complex[0.1841864804016155, 0.0070513284157722785`], + Complex[0.18499028034307166`, 0.0070749924731028984`], + Complex[0.18579602944388943`, 0.007098668648747418], + Complex[0.18660372904826036`, 0.007122356761850928], + Complex[0.18741338050111964`, 0.007146056631345375], + Complex[0.1882249851481468, 0.007169768075949389], + Complex[0.18903854433576578`, 0.007193490914168114], + Complex[0.18985405941114564`, 0.007217224964293073], + Complex[0.19067153172220053`, 0.007240970044401969], + Complex[0.19149096261759033`, 0.007264725972358561], + Complex[0.192312353446721, 0.0072884925658124695`], + Complex[0.19313570555974463`, 0.00731226964219903], + Complex[0.19396102030756016`, 0.007336057018739128], + Complex[0.19478829904181358`, 0.007359854512439043], + Complex[0.19561754311489826`, 0.007383661940090268], + Complex[0.1964487538799554, 0.007407479118269365], + Complex[0.19728193269087427`, 0.007431305863337789], + Complex[0.19811708090229266`, 0.007455141991441737], + Complex[0.19895419986959723`, 0.007478987318511974], + Complex[0.19979329094892376`, 0.007502841660263672], + Complex[0.20063435549715766`, 0.007526704832196254], + Complex[0.20147739487193436`, 0.007550576649593223], + Complex[0.2023224104316393, 0.007574456927521999], + Complex[0.20316940353540885`, 0.007598345480833759], + Complex[0.20401837554313026`, 0.0076222421241632695`], + Complex[0.20486932781544198`, 0.0076461466719287274`], + Complex[0.20572226171373448`, 0.007670058938331589], + Complex[0.20657717860015012`, 0.007693978737356411], + Complex[0.2074340798375836, 0.007717905882770685], + Complex[0.20829296678968265`, 0.007741840188124677], + Complex[0.209153840820848, 0.007765781466751255], + Complex[0.21001670329623393`, 0.007789729531765729], + Complex[0.21088155558174848`, 0.007813684196065688], + Complex[0.21174839904405418`, 0.007837645272330837], + Complex[0.21261723505056787`, 0.007861612573022817], + Complex[0.21348806496946154`, 0.007885585910385066], + Complex[0.21436089016966248`, 0.007909565096442632], + Complex[0.21523571202085348`, 0.007933549943002017], + Complex[0.21611253189347343`, 0.007957540261651007], + Complex[0.21699135115871787`, 0.007981535863758521], + Complex[0.21787217118853872`, 0.008005536560474423], + Complex[0.21875499335564524`, 0.008029542162729376], + Complex[0.2196398190335041, 0.00805355248123466], + Complex[0.22052664959633989`, 0.008077567326482026], + Complex[0.2214154864191353, 0.008101586508743513], + Complex[0.22230633087763155`, 0.008125609838071287], + Complex[0.22319918434832897`, 0.00814963712429748], + Complex[0.22409404820848694`, 0.008173668177034014], + Complex[0.22499092383612473`, 0.008197702805672448], + Complex[0.2258898126100215, 0.0082217408193838], + Complex[0.22679071590971675`, 0.008245782027118382], + Complex[0.22769363511551083`, 0.008269826237605648], + Complex[0.22859857160846497`, 0.008293873259353999], + Complex[0.22950552677040217`, 0.008317922900650643], + Complex[0.23041450198390714`, 0.008341974969561423], + Complex[0.2313254986323266, 0.008366029273930629], + Complex[0.23223851809977017`, 0.008390085621380865], + Complex[0.23315356177111007`, 0.008414143819312853], + Complex[0.2340706310319819, 0.008438203674905272], + Complex[0.23498972726878506`, 0.008462264995114613], + Complex[0.2359108518686827, 0.008486327586674974], + Complex[0.23683400621960263`, 0.008510391256097925], + Complex[0.23775919171023713`, 0.008534455809672315], + Complex[0.23868640973004385`, 0.008558521053464135], + Complex[0.2396156616692457, 0.008582586793316313], + Complex[0.24054694891883138`, 0.008606652834848575], + Complex[0.24148027287055612`, 0.008630718983457264], + Complex[0.24241563491694149`, 0.008654785044315175], + Complex[0.24335303645127593`, 0.00867885082237138], + Complex[0.24429247886761524`, 0.008702916122351072], + Complex[0.24523396356078284`, 0.008726980748755388], + Complex[0.24617749192637045`, 0.008751044505861245], + Complex[0.2471230653607379, 0.00877510719772116], + Complex[0.2480706852610137, 0.008799168628163101], + Complex[0.2490203530250959, 0.008823228600790298], + Complex[0.24997207005165162`, 0.008847286918981085], + Complex[0.25092583774011806`, 0.008871343385888728], + Complex[0.25188165749070257`, 0.008895397804441258], + Complex[0.25283953070438325`, 0.0089194499773413], + Complex[0.25379945878290894`, 0.008943499707065896], + Complex[0.25476144312880006`, 0.008967546795866355], + Complex[0.2557254851453484, 0.008991591045768063], + Complex[0.2566915862366181, 0.009015632258570322], + Complex[0.2576597478074456, 0.009039670235846177], + Complex[0.2586299712634403, 0.009063704778942253], + Complex[0.2596022580109846, 0.00908773568897858], + Complex[0.26057660945723443`, 0.009111762766848415], + Complex[0.2615530270101197, 0.009135785813218087], + Complex[0.2625315120783447, 0.009159804628526821], + Complex[0.26351206607138816`, 0.009183819012986559], + Complex[0.2644946903995039, 0.0092078287665818], + Complex[0.2654793864737212, 0.009231833689069418], + Complex[0.26646615570584514`, 0.009255833579978511], + Complex[0.26745499950845675`, 0.00927982823861021], + Complex[0.2684459192949135, 0.009303817464037509], + Complex[0.26943891647935014`, 0.009327801055105112], + Complex[0.2704339924766781, 0.00935177881042924], + Complex[0.2714311487025869, 0.009375750528397475], + Complex[0.27243038657354357`, 0.009399716007168582], + Complex[0.27343170750679396`, 0.009423675044672335], + Complex[0.2744351129203622, 0.00944762743860935], + Complex[0.27544060423305194`, 0.009471572986450915], + Complex[0.27644818286444595`, 0.009495511485438809], + Complex[0.2774578502349069, 0.00951944273258514], + Complex[0.2784696077655777, 0.009543366524672164], + Complex[0.2794834568783819, 0.009567282658252123], + Complex[0.280499398996024, 0.009591190929647065], + Complex[0.2815174355419896, 0.009615091134948671], + Complex[0.282537567940546, 0.009638983070018085], + Complex[0.28355979761674305`, 0.009662866530485743], + Complex[0.2845841259964125, 0.009686741311751198], + Complex[0.28561055450616896`, 0.009710607208982947], + Complex[0.2866390845734104, 0.009734464017118258], + Complex[0.2876697176263184, 0.009758311530862998], + Complex[0.28870245509385817`, 0.009782149544691464], + Complex[0.28973729840577944`, 0.00980597785284619], + Complex[0.2907742489926166, 0.009829796249337806], + Complex[0.291813308285689, 0.009853604527944836], + Complex[0.2928544777171013, 0.00987740248221354], + Complex[0.29389775871974433`, 0.009901189905457733], + Complex[0.29494315272729477`, 0.009924966590758613], + Complex[0.29599066117421585`, 0.009948732330964586], + Complex[0.2970402854957578, 0.009972486918691102], + Complex[0.2980920271279582, 0.009996230146320466], + Complex[0.2991458875076421, 0.010019961806001662`], + Complex[0.3002018680724226, 0.010043681689650204`], + Complex[0.3012599702607015, 0.010067389588947933`], + Complex[0.3023201955116693, 0.010091085295342857`], + Complex[0.3033825452653051, 0.010114768600048962`], + Complex[0.3044470209623785, 0.010138439294046071`], + Complex[0.30551362404444826`, 0.010162097168079622`], + Complex[0.3065823559538636, 0.010185742012660532`], + Complex[0.3076532181337646, 0.010209373618064994`], + Complex[0.3087262120280822, 0.010232991774334331`], + Complex[0.309801339081539, 0.010256596271274794`], + Complex[0.310878600739649, 0.010280186898457394`], + Complex[0.3119579984487187, 0.010303763445217731`], + Complex[0.3130395336558469, 0.010327325700655822`], + Complex[0.31412320780892566`, 0.010350873453635915`], + Complex[0.31520902235664, 0.010374406492786314`], + Complex[0.31629697874846885`, 0.010397924606499218`], + Complex[0.3173870784346849, 0.010421427582930515`], + Complex[0.3184793228663556, 0.010444915209999642`], + Complex[0.3195737134953433, 0.01046838727538938], + Complex[0.3206702517743049, 0.010491843566545695`], + Complex[0.3217689391566937, 0.010515283870677548`], + Complex[0.3228697770967583, 0.010538707974756728`], + Complex[0.32397276704954403`, 0.010562115665517676`], + Complex[0.32507791047089263`, 0.010585506729457293`], + Complex[0.326185208817443, 0.010608880952834791`], + Complex[0.3272946635466317, 0.01063223812167148], + Complex[0.32840627611669293`, 0.010655578021750628`], + Complex[0.3295200479866591, 0.010678900438617252`], + Complex[0.3306359806163615, 0.010702205157577964`], + Complex[0.33175407546642977`, 0.010725491963700772`], + Complex[0.33287433399829375`, 0.010748760641814924`], + Complex[0.33399675767418224`, 0.010772010976510718`], + Complex[0.3351213479571248, 0.010795242752139323`], + Complex[0.336248106310951, 0.010818455752812605`], + Complex[0.3373770342002914, 0.010841649762402948`], + Complex[0.338508133090578, 0.010864824564543076`], + Complex[0.3396414044480443, 0.010887979942625877`], + Complex[0.3407768497397261, 0.010911115679804219`], + Complex[0.341914470433461, 0.01093423155899077], + Complex[0.34305426799788985`, 0.010957327362857833`], + Complex[0.3441962439024567, 0.010980402873837156`], + Complex[0.3453403996174087, 0.011003457874119747`], + Complex[0.3464867366137976, 0.011026492145655716`], + Complex[0.34763525636347886`, 0.011049505470154066`], + Complex[0.3487859603391128, 0.011072497629082549`], + Complex[0.3499388500141651, 0.011095468403667453`], + Complex[0.35109392686290647`, 0.011118417574893444`], + Complex[0.3522511923604138, 0.01114134492350339], + Complex[0.35341064798257, 0.011164250229998151`], + Complex[0.35457229520606454`, 0.01118713327463644], + Complex[0.35573613550839417`, 0.011209993837434607`], + Complex[0.35690217036786276`, 0.011232831698166492`], + Complex[0.3580704012635819, 0.011255646636363206`], + Complex[0.3592408296754715, 0.011278438431312994`], + Complex[0.36041345708426004`, 0.011301206862061021`], + Complex[0.3615882849714843, 0.011323951707409206`], + Complex[0.3627653148194915, 0.011346672745916043`], + Complex[0.3639445481114371, 0.011369369755896409`], + Complex[0.3651259863312882, 0.011392042515421403`], + Complex[0.3663096309638208, 0.011414690802318135`], + Complex[0.36749548349462274`, 0.011437314394169583`], + Complex[0.368683545410093, 0.011459913068314386`], + Complex[0.36987381819744153`, 0.011482486601846649`], + Complex[0.3710663033446909, 0.011505034771615814`], + Complex[0.3722610023406757, 0.011527557354226418`], + Complex[0.3734579166750435, 0.011550054126037958`], + Complex[0.3746570478382549, 0.011572524863164674`], + Complex[0.3758583973215839, 0.011594969341475397`], + Complex[0.3770619666171187, 0.011617387336593355`], + Complex[0.37826775721776146`, 0.011639778623895976`], + Complex[0.3794757706172293, 0.011662142978514733`], + Complex[0.38068600831005434`, 0.011684480175334938`], + Complex[0.381898471791584, 0.011706789988995579`], + Complex[0.38311316255798195`, 0.011729072193889129`], + Complex[0.38433008210622743`, 0.011751326564161349`], + Complex[0.3855492319341171, 0.01177355287371114], + Complex[0.38677061354026376`, 0.011795750896190324`], + Complex[0.38799422842409836`, 0.011817920405003481`], + Complex[0.3892200780858693, 0.011840061173307763`], + Complex[0.3904481640266431, 0.011862172974012711`], + Complex[0.391678487748305, 0.01188425557978006], + Complex[0.3929110507535589, 0.01190630876302359], + Complex[0.39414585454592854`, 0.011928332295908882`], + Complex[0.3953829006297569, 0.011950325950353204`], + Complex[0.39662219051020725`, 0.01197228949802528], + Complex[0.39786372569326334`, 0.011994222710345118`], + Complex[0.3991075076857299, 0.012016125358483828`], + Complex[0.40035353799523293`, 0.012037997213363452`], + Complex[0.40160181813021995`, 0.012059838045656746`], + Complex[0.4028523495999605, 0.01208164762578703], + Complex[0.404105133914547, 0.012103425723927981`], + Complex[0.40536017258489426`, 0.012125172110003468`], + Complex[0.4066174671227404, 0.012146886553687345`], + Complex[0.40787701904064716`, 0.012168568824403274`], + Complex[0.4091388298520006, 0.012190218691324563`], + Complex[0.4104029010710109, 0.012211835923373946`], + Complex[0.41166923421271295`, 0.01223342028922342], + Complex[0.4129378307929669, 0.012254971557294044`], + Complex[0.4142086923284588, 0.012276489495755775`], + Complex[0.4154818203367, 0.012297973872527266`], + Complex[0.41675721633602864`, 0.012319424455275688`], + Complex[0.41803488184560983`, 0.01234084101141653], + Complex[0.41931481838543533`, 0.012362223308113443`], + Complex[0.42059702747632466`, 0.012383571112278023`], + Complex[0.42188151063992546`, 0.012404884190569643`], + Complex[0.423168269398713, 0.012426162309395255`], + Complex[0.42445730527599224`, 0.012447405234909226`], + Complex[0.42574861979589634`, 0.012468612733013116`], + Complex[0.42704221448338864`, 0.012489784569355528`], + Complex[0.42833809086426194`, 0.012510920509331898`], + Complex[0.42963625046513937`, 0.012532020318084314`], + Complex[0.430936694813475, 0.012553083760501342`], + Complex[0.4322394254375537, 0.012574110601217811`], + Complex[0.4335444438664919, 0.012595100604614655`], + Complex[0.4348517516302378, 0.01261605353481871], + Complex[0.4361613502595719, 0.012636969155702529`], + Complex[0.4374732412861077, 0.012657847230884207`], + Complex[0.438787426242291, 0.01267868752372716], + Complex[0.44010390666140164`, 0.012699489797339984`], + Complex[0.44142268407755314`, 0.012720253814576234`], + Complex[0.442743760025693, 0.012740979338034232`], + Complex[0.4440671360416037, 0.012761666130056918`], + Complex[0.4453928136619025, 0.012782313952731616`], + Complex[0.446720794424042, 0.012802922567889875`], + Complex[0.4480510798663108, 0.012823491737107272`], + Complex[0.44938367152783393`, 0.012844021221703226`], + Complex[0.45071857094857226`, 0.012864510782740797`], + Complex[0.45205577966932425`, 0.012884960181026516`], + Complex[0.45339529923172583`, 0.012905369177110187`], + Complex[0.4547371311782503, 0.0129257375312847], + Complex[0.45608127705220913`, 0.012946065003585824`], + Complex[0.45742773839775314`, 0.01296635135379207], + Complex[0.45877651675987097`, 0.01298659634142443], + Complex[0.4601276136843916, 0.013006799725746244`], + Complex[0.4614810307179832, 0.013026961265762985`], + Complex[0.4628367694081544, 0.013047080720222079`], + Complex[0.4641948313032541, 0.013067157847612709`], + Complex[0.4655552179524728, 0.013087192406165626`], + Complex[0.46691793090584144`, 0.013107184153852956`], + Complex[0.4682829717142335, 0.01312713284838803], + Complex[0.4696503419293642, 0.013147038247225164`], + Complex[0.47102004310379153`, 0.013166900107559491`], + Complex[0.4723920767909163, 0.01318671818632676], + Complex[0.4737664445449826, 0.013206492240203142`], + Complex[0.47514314792107865`, 0.013226222025605066`], + Complex[0.4765221884751362, 0.01324590729868898], + Complex[0.4779035677639321, 0.01326554781535121], + Complex[0.4792872873450882, 0.013285143331227735`], + Complex[0.48067334877707113`, 0.01330469360169402], + Complex[0.4820617536191935, 0.013324198381864796`], + Complex[0.48345250343161467`, 0.013343657426593904`], + Complex[0.48484559977533975`, 0.01336307049047407], + Complex[0.4862410442122209, 0.013382437327836734`], + Complex[0.4876388383049583, 0.013401757692751856`], + Complex[0.4890389836170991, 0.013421031339027719`], + Complex[0.49044148171303903`, 0.013440258020210736`], + Complex[0.49184633415802215`, 0.013459437489585259`], + Complex[0.4932535425181419, 0.013478569500173405`], + Complex[0.4946631083603405, 0.013497653804734826`], + Complex[0.49607503325241037`, 0.013516690155766557`], + Complex[0.4974893187629939, 0.013535678305502787`], + Complex[0.4989059664615839, 0.013554618005914697`], + Complex[0.5003249779185246, 0.013573509008710249`], + Complex[0.5017463547050112, 0.013592351065334005`], + Complex[0.5031700983930905, 0.013611143926966916`], + Complex[0.5045962105556624, 0.013629887344526151`], + Complex[0.506024692766478, 0.013648581068664886`], + Complex[0.5074555466001426, 0.013667224849772123`], + Complex[0.5088887736321146, 0.013685818437972494`], + Complex[0.5103243754387053, 0.013704361583126056`], + Complex[0.5117623535970814, 0.013722854034828109`], + Complex[0.5132027096852637, 0.013741295542409007`], + Complex[0.5146454452821277, 0.013759685854933945`], + Complex[0.5160905619674045, 0.01377802472120278], + Complex[0.5175380613216817, 0.013796311889749842`], + Complex[0.5189879449264019, 0.013814547108843724`], + Complex[0.5204402143638649, 0.013832730126487084`], + Complex[0.5218948712172279, 0.013850860690416484`], + Complex[0.5233519170705049, 0.013868938548102155`], + Complex[0.524811353508568, 0.013886963446747823`], + Complex[0.5262731821171476, 0.013904935133290514`], + Complex[0.5277374044828326, 0.013922853354400352`], + Complex[0.5292040221930712, 0.013940717856480375`], + Complex[0.5306730368361704, 0.01395852838566632], + Complex[0.5321444500012981, 0.013976284687826454`], + Complex[0.5336182632784815, 0.013993986508561351`], + Complex[0.5350944782586089, 0.014011633593203718`], + Complex[0.5365730965334299, 0.014029225686818195`], + Complex[0.5380541196955549, 0.014046762534201142`], + Complex[0.5395375493384571, 0.01406424387988047], + Complex[0.5410233870564712, 0.014081669468115423`], + Complex[0.5425116344447949, 0.014099039042896392`], + Complex[0.5440022930994892, 0.01411635234794472], + Complex[0.5454953646174785, 0.014133609126712502`], + Complex[0.546990850596551, 0.014150809122382379`], + Complex[0.5484887526353591, 0.014167952077867366`], + Complex[0.5499890723334205, 0.01418503773581063], + Complex[0.5514918112911176, 0.014202065838585312`], + Complex[0.5529969711096986, 0.014219036128294307`], + Complex[0.5545045533912774, 0.014235948346770094`], + Complex[0.5560145597388345, 0.01425280223557452], + Complex[0.5575269917562172, 0.014269597535998619`], + Complex[0.5590418510481401, 0.014286333989062386`], + Complex[0.5605591392201849, 0.014303011335514607`], + Complex[0.5620788578788016, 0.014319629315832654`], + Complex[0.5636010086313092, 0.014336187670222288`], + Complex[0.5651255930858945, 0.014352686138617439`], + Complex[0.5666526128516143, 0.014369124460680047`], + Complex[0.5681820695383951, 0.014385502375799834`], + Complex[0.5697139647570327, 0.014401819623094116`], + Complex[0.5712483001191941, 0.014418075941407602`], + Complex[0.572785077237417, 0.014434271069312204`], + Complex[0.5743242977251107, 0.014450404745106817`], + Complex[0.5758659631965551, 0.014466476706817149`], + Complex[0.5774100752669037, 0.014482486692195496`], + Complex[0.5789566355521816, 0.014498434438720568`], + Complex[0.580505645669287, 0.01451431968359725], + Complex[0.5820571072359919, 0.014530142163756464`], + Complex[0.5836110218709414, 0.014545901615854905`], + Complex[0.5851673911936552, 0.01456159777627488], + Complex[0.5867262168245276, 0.014577230381124105`], + Complex[0.5882875003848276, 0.01459279916623548], + Complex[0.5898512434967, 0.014608303867166939`], + Complex[0.5914174477831654, 0.014623744219201193`], + Complex[0.5929861148681204, 0.014639119957345563`], + Complex[0.5945572463763382, 0.014654430816331776`], + Complex[0.5961308439334696, 0.01466967653061576], + Complex[0.5977069091660422, 0.014684856834377428`], + Complex[0.5992854437014622, 0.01469997146152052], + Complex[0.6008664491680135, 0.014715020145672365`], + Complex[0.6024499271948593, 0.014730002620183693`], + Complex[0.6040358794120413, 0.014744918618128412`], + Complex[0.6056243074504812, 0.01475976787230346], + Complex[0.6072152129419808, 0.014774550115228543`], + Complex[0.6088085975192218, 0.014789265079145976`], + Complex[0.610404462815767, 0.014803912496020463`], + Complex[0.6120028104660608, 0.01481849209753889], + Complex[0.6136036421054283, 0.014833003615110144`], + Complex[0.6152069593700773, 0.014847446779864893`], + Complex[0.6168127638970984, 0.014861821322655396`], + Complex[0.6184210573244641, 0.014876126974055279`], + Complex[0.620031841291031, 0.014890363464359367`], + Complex[0.6216451174365389, 0.014904530523583454`], + Complex[0.6232608874016123, 0.014918627881464107`], + Complex[0.62487915282776, 0.014932655267458472`], + Complex[0.6264999153573755, 0.014946612410744065`], + Complex[0.6281231766337377, 0.014960499040218563`], + Complex[0.6297489383010119, 0.014974314884499606`], + Complex[0.6313772020042488, 0.014988059671924611`], + Complex[0.6330079693893866, 0.01500173313055053], + Complex[0.6346412421032497, 0.015015334988153682`], + Complex[0.6362770217935507, 0.015028864972229543`], + Complex[0.6379153101088895, 0.01504232280999252], + Complex[0.6395561086987547, 0.015055708228375776`], + Complex[0.6411994192135235, 0.015069020954031002`], + Complex[0.642845243304462, 0.01508226071332823], + Complex[0.6444935826237267, 0.015095427232355638`], + Complex[0.6461444388243631, 0.015108520236919304`], + Complex[0.6477978135603073, 0.015121539452543045`], + Complex[0.6494537084863868, 0.015134484604468194`], + Complex[0.6511121252583199, 0.015147355417653396`], + Complex[0.6527730655327165, 0.015160151616774399`], + Complex[0.6544365309670789, 0.015172872926223862`], + Complex[0.6561025232198016, 0.015185519070111144`], + Complex[0.6577710439501719, 0.015198089772262086`], + Complex[0.6594420948183711, 0.015210584756218833`], + Complex[0.661115677485474, 0.015223003745239602`], + Complex[0.6627917936134488, 0.015235346462298491`], + Complex[0.6644704448651594, 0.01524761263008527], + Complex[0.666151632904364, 0.015259801971005163`], + Complex[0.6678353593957169, 0.015271914207178683`], + Complex[0.6695216260047676, 0.015283949060441358`], + Complex[0.6712104343979625, 0.015295906252343595`], + Complex[0.672901786242644, 0.015307785504150429`], + Complex[0.6745956832070522, 0.015319586536841331`], + Complex[0.6762921269603248, 0.015331309071110005`], + Complex[0.677991119172497, 0.01534295282736417], + Complex[0.6796926615145029, 0.01535451752572537], + Complex[0.6813967556581753, 0.015366002886028747`], + Complex[0.6831034032762459, 0.015377408627822843`], + Complex[0.6848126060423466, 0.0153887344703694], + Complex[0.686524365631009, 0.015399980132643157`], + Complex[0.6882386837176656, 0.015411145333331608`], + Complex[0.6899555619786493, 0.015422229790834838`], + Complex[0.691675002091195, 0.015433233223265293`], + Complex[0.6933970057334389, 0.01544415534844756], + Complex[0.6951215745844196, 0.01545499588391819], + Complex[0.6968487103240785, 0.015465754546925477`], + Complex[0.6985784146332598, 0.01547643105442923], + Complex[0.7003106891937113, 0.015487025123100606`], + Complex[0.7020455356880849, 0.015497536469321855`], + Complex[0.7037829557999365, 0.015507964809186143`], + Complex[0.7055229512137272, 0.015518309858497337`], + Complex[0.7072655236148228, 0.015528571332769778`], + Complex[0.7090106746894947, 0.015538748947228117`], + Complex[0.7107584061249214, 0.015548842416807047`], + Complex[0.7125087196091865, 0.015558851456151141`], + Complex[0.7142616168312813, 0.01556877577961461], + Complex[0.7160170994811041, 0.015578615101261125`], + Complex[0.7177751692494609, 0.015588369134863578`], + Complex[0.7195358278280668, 0.015598037593903899`], + Complex[0.721299076909544, 0.015607620191572809`], + Complex[0.7230649181874247, 0.01561711664076966], + Complex[0.7248333533561505, 0.01562652665410218], + Complex[0.7266043841110725, 0.015635849943886282`], + Complex[0.7283780121484529, 0.01564508622214587], + Complex[0.7301542391654635, 0.01565423520061258], + Complex[0.7319330668601882, 0.01566329659072564], + Complex[0.7337144969316222, 0.015672270103631585`], + Complex[0.7354985310796726, 0.015681155450184104`], + Complex[0.7372851710051591, 0.015689952340943784`], + Complex[0.7390744184098147, 0.015698660486177955`], + Complex[0.7408662749962849, 0.015707279595860407`], + Complex[0.7426607424681293, 0.015715809379671243`], + Complex[0.7444578225298218, 0.015724249546996624`], + Complex[0.746257516886751, 0.015732599806928583`], + Complex[0.7480598272452202, 0.015740859868264803`], + Complex[0.7498647553124486, 0.015749029439508413`], + Complex[0.7516723027965709, 0.01575710822886776], + Complex[0.7534824714066383, 0.0157650959442562], + Complex[0.7552952628526186, 0.015772992293291915`], + Complex[0.7571106788453971, 0.01578079698329766], + Complex[0.7589287210967766, 0.015788509721300577`], + Complex[0.7607493913194776, 0.015796130214031954`], + Complex[0.7625726912271397, 0.01580365816792707], + Complex[0.7643986225343211, 0.01581109328912491], + Complex[0.7662271869564989, 0.015818435283467998`], + Complex[0.7680583862100713, 0.015825683856502168`], + Complex[0.7698922220123553, 0.015832838713476363`], + Complex[0.771728696081589, 0.015839899559342407`], + Complex[0.773567810136932, 0.0158468660987548], + Complex[0.7754095658984649, 0.015853738036070496`], + Complex[0.7772539650871908, 0.015860515075348698`], + Complex[0.7791010094250341, 0.015867196920350643`], + Complex[0.7809507006348432, 0.015873783274539387`], + Complex[0.7828030404403893, 0.015880273841079588`], + Complex[0.7846580305663672, 0.015886668322837288`], + Complex[0.7865156727383956, 0.01589296642237972], + Complex[0.7883759686830184, 0.01589916784197505], + Complex[0.7902389201277039, 0.01590527228359222], + Complex[0.7921045288008458, 0.015911279448900684`], + Complex[0.7939727964317643, 0.015917189039270203`], + Complex[0.7958437247507051, 0.01592300075577068], + Complex[0.7977173154888408, 0.015928714299171844`], + Complex[0.799593570378272, 0.015934329369943153`], + Complex[0.8014724911520255, 0.015939845668253474`], + Complex[0.8033540795440568, 0.01594526289397093], + Complex[0.8052383372892504, 0.015950580746662682`], + Complex[0.807125266123419, 0.015955798925594674`], + Complex[0.8090148677833044, 0.015960917129731446`], + Complex[0.8109071440065793, 0.01596593505773593], + Complex[0.8128020965318452, 0.01597085240796919], + Complex[0.8146997270986355, 0.015975668878490265`], + Complex[0.8166000374474139, 0.01598038416705589], + Complex[0.8185030293195759, 0.015984997971120324`], + Complex[0.8204087044574486, 0.01598950998783511], + Complex[0.822317064604292, 0.015993919914048867`], + Complex[0.8242281115042986, 0.015998227446307096`], + Complex[0.8261418469025945, 0.01600243228085189], + Complex[0.8280582725452392, 0.016006534113621823`], + Complex[0.8299773901792262, 0.016010532640251627`], + Complex[0.8318992015524841, 0.01601442755607205], + Complex[0.8338237084138762, 0.016018218556109597`], + Complex[0.8357509125132011, 0.01602190533508635], + Complex[0.8376808156011937, 0.016025487587419673`], + Complex[0.8396134194295249, 0.016028965007222118`], + Complex[0.8415487257508023, 0.01603233728830108], + Complex[0.8434867363185714, 0.016035604124158647`], + Complex[0.8454274528873146, 0.016038765207991388`], + Complex[0.8473708772124526, 0.016041820232690088`], + Complex[0.849317011050345, 0.01604476889083958], + Complex[0.8512658561582899, 0.01604761087471849], + Complex[0.8532174142945248, 0.016050345876299017`], + Complex[0.8551716872182274, 0.016052973587246756`], + Complex[0.857128676689516, 0.016055493698920426`], + Complex[0.8590883844694488, 0.016057905902371692`], + Complex[0.8610508123200258, 0.016060209888344914`], + Complex[0.863015962004188, 0.016062405347276938`], + Complex[0.8649838352858191, 0.016064491969296883`], + Complex[0.8669544339297451, 0.016066469444225923`], + Complex[0.8689277597017352, 0.016068337461577067`], + Complex[0.8709038143685014, 0.016070095710554906`], + Complex[0.8728825996977, 0.016071743880055445`], + Complex[0.8748641174579314, 0.016073281658665846`], + Complex[0.8768483694187403, 0.01607470873466422], + Complex[0.8788353573506179, 0.016076024796019394`], + Complex[0.8808250830249996, 0.01607722953039072], + Complex[0.8828175482142673, 0.016078322625127817`], + Complex[0.8848127546917498, 0.016079303767270365`], + Complex[0.886810704231722, 0.016080172643547906`], + Complex[0.8888113986094078, 0.016080928940379585`], + Complex[0.8908148396009758, 0.01608157234387395], + Complex[0.8928210289835468, 0.016082102539828703`], + Complex[0.8948299685351869, 0.01608251921373056], + Complex[0.8968416600349147, 0.016082822050754928`], + Complex[0.8988561052626949, 0.016083010735765707`], + Complex[0.9008733059994442, 0.01608308495331512], + Complex[0.9028932640270293, 0.016083044387643426`], + Complex[0.9049159811282697, 0.01608288872267879], + Complex[0.9069414590869321, 0.016082617642036907`], + Complex[0.908969699687739, 0.016082230829020924`], + Complex[0.9110007047163637, 0.01608172796662119], + Complex[0.9130344759594324, 0.01608110873751494], + Complex[0.9150710152045229, 0.016080372824066172`], + Complex[0.9171103242401699, 0.01607951990832539], + Complex[0.9191524048558589, 0.016078549672029385`], + Complex[0.9211972588420327, 0.016077461796601], + Complex[0.9232448879900861, 0.016076255963148878`], + Complex[0.9252952940923711, 0.016074931852467327`], + Complex[0.927348478942196, 0.016073489145036028`], + Complex[0.9294044443338254, 0.016071927521019814`], + Complex[0.9314631920624781, 0.01607024666026844], + Complex[0.9335247239243326, 0.0160684462423164], + Complex[0.935589041716525, 0.016066525946382686`], + Complex[0.9376561472371482, 0.016064485451370514`], + Complex[0.9397260422852557, 0.016062324435867206`], + Complex[0.9417987286608565, 0.016060042578143804`], + Complex[0.943874208164923, 0.016057639556155003`], + Complex[0.9459524825993836, 0.016055115047538874`], + Complex[0.948033553767132, 0.01605246872961662], + Complex[0.9501174234720172, 0.01604970027939229], + Complex[0.9522040935188529, 0.016046809373552698`], + Complex[0.9542935657134137, 0.016043795688467102`], + Complex[0.9563858418624374, 0.01604065890018699], + Complex[0.9584809237736207, 0.01603739868444584], + Complex[0.9605788132556273, 0.016034014716658933`], + Complex[0.9626795121180831, 0.01603050667192313], + Complex[0.9647830221715782, 0.016026874225016592`], + Complex[0.9668893452276652, 0.016023117050398578`], + Complex[0.9689984830988638, 0.01601923482220924], + Complex[0.9711104375986584, 0.016015227214269383`], + Complex[0.9732252105415, 0.01601109390008025], + Complex[0.9753428037428026, 0.01600683455282324], + Complex[0.9774632190189505, 0.016002448845359726`], + Complex[0.979586458187293, 0.015997936450230888`], + Complex[0.981712523066149, 0.01599329703965736], + Complex[0.9838414154748021, 0.015988530285539055`], + Complex[0.9859731372335072, 0.015983635859454955`], + Complex[0.9881076901634868, 0.015978613432662915`], + Complex[0.9902450760869341, 0.01597346267609935], + Complex[0.9923852968270102, 0.01596818326037904], + Complex[0.9945283542078477, 0.01596277485579495], + Complex[0.9966742500545497, 0.015957237132317954`], + Complex[0.9988229861931918, 0.015951569759596575`], + Complex[1.0009745644508175`, 0.015945772406956847`], + Complex[1.0031289866554467`, 0.015939844743401987`], + Complex[1.0052862546360684`, 0.01593378643761225], + Complex[1.0074463702226486`, 0.01592759715794466], + Complex[1.009609335246122, 0.01592127657243279], + Complex[1.0117751515384004`, 0.015914824348786473`], + Complex[1.0139438209323688`, 0.01590824015439171], + Complex[1.0161153452618892`, 0.015901523656310278`], + Complex[1.018289726361794, 0.015894674521279628`], + Complex[1.0204669660678964`, 0.01588769241571259], + Complex[1.0226470662169833`, 0.015880577005697175`], + Complex[1.024830028646819, 0.01587332795699628], + Complex[1.0270158551961444`, 0.01586594493504759], + Complex[1.0292045477046776`, 0.015858427604963143`], + Complex[1.0313961080131162`, 0.015850775631529333`], + Complex[1.0335905379631354`, 0.015842988679206495`], + Complex[1.0357878393973887`, 0.01583506641212879], + Complex[1.0379880141595095`, 0.015827008494103862`], + Complex[1.0401910640941123`, 0.015818814588612784`], + Complex[1.0423969910467905`, 0.015810484358809614`], + Complex[1.0446057968641178`, 0.01580201746752127], + Complex[1.0468174833936503`, 0.015793413577247346`], + Complex[1.049032052483925, 0.015784672350159807`], + Complex[1.0512495059844627`, 0.015775793448102787`], + Complex[1.0534698457457645`, 0.0157667765325923], + Complex[1.0556930736193157`, 0.015757621264816085`], + Complex[1.057919191457585, 0.015748327305633372`], + Complex[1.060148201114026, 0.01573889431557458], + Complex[1.0623801044430743`, 0.01572932195484112], + Complex[1.0646149033001533`, 0.015719609883305237`], + Complex[1.0668525995416696`, 0.015709757760509594`], + Complex[1.0690931950250178`, 0.01569976524566728], + Complex[1.0713366916085756`, 0.015689631997661317`], + Complex[1.0735830911517101`, 0.015679357675044647`], + Complex[1.075832395514775, 0.015668941936039814`], + Complex[1.0780846065591119`, 0.015658384438538668`], + Complex[1.0803397261470493`, 0.015647684840102226`], + Complex[1.0825977561419047`, 0.015636842797960383`], + Complex[1.084858698407986, 0.015625857969011753`], + Complex[1.0871225548105903`, 0.015614730009823295`], + Complex[1.0893893272160022`, 0.015603458576630213`], + Complex[1.0916590174914993`, 0.015592043325335647`], + Complex[1.0939316275053497`, 0.01558048391151048], + Complex[1.0962071591268132`, 0.015568779990393088`], + Complex[1.0984856142261392`, 0.015556931216889062`], + Complex[1.1007669946745722`, 0.015544937245571051`], + Complex[1.1030513023443473`, 0.015532797730678484`], + Complex[1.1053385391086954`, 0.01552051232611735], + Complex[1.1076287068418376`, 0.015508080685459894`], + Complex[1.1099218074189918`, 0.015495502461944494`], + Complex[1.1122178427163698`, 0.015482777308475394`], + Complex[1.1145168146111788`, 0.01546990487762235], + Complex[1.1168187249816195`, 0.015456884821620555`], + Complex[1.1191235757068918`, 0.015443716792370337`], + Complex[1.1214313686671902`, 0.015430400441436908`], + Complex[1.1237421057437065`, 0.015416935420050128`], + Complex[1.1260557888186293`, 0.015403321379104318`], + Complex[1.128372419775146, 0.015389557969157924`], + Complex[1.1306920004974415`, 0.015375644840433397`], + Complex[1.1330145328707015`, 0.0153615816428169], + Complex[1.1353400187811078`, 0.015347368025858045`], + Complex[1.1376684601158435`, 0.015333003638769698`], + Complex[1.1399998587630928`, 0.015318488130427714`], + Complex[1.1423342166120403`, 0.015303821149370744`], + Complex[1.1446715355528694`, 0.015289002343799905`], + Complex[1.1470118174767676`, 0.015274031361578642`], + Complex[1.149355064275924, 0.015258907850232489`], + Complex[1.151701277843531, 0.015243631456948707`], + Complex[1.1540504600737809`, 0.01522820182857621], + Complex[1.1564026128618723`, 0.01521261861162513], + Complex[1.1587577381040075`, 0.015196881452266872`], + Complex[1.1611158376973931`, 0.015180989996333542`], + Complex[1.1634769135402387`, 0.015164943889317932`], + Complex[1.1658409675317614`, 0.01514874277637321], + Complex[1.1682080015721836`, 0.015132386302312669`], + Complex[1.1705780175627345`, 0.015115874111609523`], + Complex[1.172951017405648, 0.015099205848396632`], + Complex[1.1753270030041676`, 0.015082381156466247`], + Complex[1.1777059762625426`, 0.015065399679269878`], + Complex[1.1800879390860335`, 0.015048261059917939`], + Complex[1.182472893380904, 0.015030964941179508`], + Complex[1.1848608410544326`, 0.015013510965482141`], + Complex[1.1872517840149046`, 0.014995898774911686`], + Complex[1.1896457241716165`, 0.014978128011211888`], + Complex[1.1920426634348722`, 0.014960198315784256`], + Complex[1.1944426037159905`, 0.01494210932968778], + Complex[1.1968455469273, 0.01492386069363876], + Complex[1.1992514949821422`, 0.01490545204801048], + Complex[1.2016604497948684`, 0.014886883032832999`], + Complex[1.2040724132808458`, 0.014868153287792897`], + Complex[1.2064873873564521`, 0.01484926245223309], + Complex[1.2089053739390834`, 0.014830210165152518`], + Complex[1.2113263749471448`, 0.014810996065205912`], + Complex[1.2137503923000583`, 0.014791619790703578`], + Complex[1.2161774279182624`, 0.014772080979611189`], + Complex[1.2186074837232104`, 0.014752379269549462`], + Complex[1.2210405616373703`, 0.014732514297793962`], + Complex[1.223476663584229, 0.014712485701274834`], + Complex[1.225915791488289, 0.014692293116576629`], + Complex[1.2283579472750716`, 0.014671936179937973`], + Complex[1.2308031328711169`, 0.014651414527251333`], + Complex[1.2332513502039795`, 0.014630727794062904`], + Complex[1.2357026012022372`, 0.014609875615572091`], + Complex[1.2381568877954858`, 0.014588857626631648`], + Complex[1.2406142119143422`, 0.014567673461747074`], + Complex[1.2430745754904413`, 0.014546322755076588`], + Complex[1.245537980456441, 0.014524805140430771`], + Complex[1.2480044287460197`, 0.014503120251272419`], + Complex[1.2504739222938792`, 0.014481267720716211`], + Complex[1.2529464630357408`, 0.014459247181528509`], + Complex[1.2554220529083506`, 0.014437058266127132`], + Complex[1.2579006938494786`, 0.014414700606581074`], + Complex[1.2603823877979181`, 0.014392173834610233`], + Complex[1.2628671366934847`, 0.014369477581585272`], + Complex[1.2653549424770207`, 0.014346611478527223`], + Complex[1.2678458070903942`, 0.014323575156107413`], + Complex[1.2703397324764982`, 0.01430036824464711], + Complex[1.27283672057925, 0.014276990374117213`], + Complex[1.2753367733435965`, 0.014253441174138194`], + Complex[1.2778398927155108`, 0.014229720273979733`], + Complex[1.2803460806419933`, 0.014205827302560436`], + Complex[1.2828553390710717`, 0.014181761888447709`], + Complex[1.285367669951804, 0.014157523659857353`], + Complex[1.287883075234276, 0.014133112244653521`], + Complex[1.2904015568696037`, 0.01410852727034833], + Complex[1.2929231168099324`, 0.01408376836410154], + Complex[1.2954477570084386`, 0.014058835152720545`], + Complex[1.2979754794193288`, 0.014033727262659954`], + Complex[1.3005062859978438`, 0.014008444320021341`], + Complex[1.3030401787002515`, 0.01398298595055308], + Complex[1.305577159483856, 0.013957351779650027`], + Complex[1.308117230306993, 0.01393154143235334], + Complex[1.3106603931290335`, 0.013905554533350168`], + Complex[1.3132066499103778`, 0.013879390706973442`], + Complex[1.3157560026124648`, 0.01385304957720156], + Complex[1.318308453197766, 0.013826530767658317`], + Complex[1.3208640036297912`, 0.013799833901612383`], + Complex[1.3234226558730808`, 0.013772958601977327`], + Complex[1.325984411893216, 0.013745904491311162`], + Complex[1.3285492736568123`, 0.013718671191816202`], + Complex[1.3311172431315255`, 0.013691258325338837`], + Complex[1.333688322286044, 0.013663665513369182`], + Complex[1.336262513090099, 0.013635892377040895`], + Complex[1.3388398175144578`, 0.013607938537130925`], + Complex[1.341420237530929, 0.013579803614059291`], + Complex[1.3440037751123581`, 0.013551487227888698`], + Complex[1.3465904322326332`, 0.013522988998324454`], + Complex[1.3491802108666808`, 0.013494308544714166`], + Complex[1.3517731129904724`, 0.013465445486047464`], + Complex[1.3543691405810152`, 0.013436399440955694`], + Complex[1.3569682956163633`, 0.013407170027711801`], + Complex[1.3595705800756117`, 0.013377756864230029`], + Complex[1.362175995938899, 0.0133481595680656], + Complex[1.3647845451874052`, 0.013318377756414534`], + Complex[1.3673962298033566`, 0.013288411046113374`], + Complex[1.3700110517700235`, 0.013258259053638997`], + Complex[1.3726290130717218`, 0.013227921395108255`], + Complex[1.3752501156938104`, 0.01319739768627775], + Complex[1.3778743616226965`, 0.013166687542543635`], + Complex[1.380501752845833, 0.013135790578941417`], + Complex[1.3831322913517206`, 0.013104706410145474`], + Complex[1.3857659791299046`, 0.0130734346504691], + Complex[1.3884028181709818`, 0.013041974913863982`], + Complex[1.3910428104665948`, 0.013010326813920146`], + Complex[1.3936859580094378`, 0.012978489963865636`], + Complex[1.3963322627932504`, 0.01294646397656619], + Complex[1.3989817268128248`, 0.012914248464525088`], + Complex[1.4016343520640033`, 0.01288184303988291], + Complex[1.4042901405436796`, 0.012849247314417181`], + Complex[1.4069490942497962`, 0.012816460899542168`], + Complex[1.409611215181349, 0.012783483406308645`], + Complex[1.4122765053383877`, 0.012750314445403678`], + Complex[1.4149449667220129`, 0.012716953627150224`], + Complex[1.4176166013343776`, 0.012683400561507054`], + Complex[1.4202914111786906`, 0.012649654858068352`], + Complex[1.4229693982592149`, 0.01261571612606363], + Complex[1.4256505645812667`, 0.012581583974357245`], + Complex[1.428334912151218, 0.01254725801144833], + Complex[1.4310224429764977`, 0.012512737845470481`], + Complex[1.4337131590655892`, 0.01247802308419154], + Complex[1.436407062428035, 0.01244311333501322], + Complex[1.4391041550744306`, 0.012408008204970962`], + Complex[1.4418044390164328`, 0.012372707300733643`], + Complex[1.444507916266756, 0.012337210228603405`], + Complex[1.447214588839174, 0.012301516594515213`], + Complex[1.4499244587485158`, 0.012265626004036738`], + Complex[1.4526375280106745`, 0.012229538062368095`], + Complex[1.4553537986426013`, 0.012193252374341552`], + Complex[1.4580732726623098`, 0.012156768544421277`], + Complex[1.4607959520888716`, 0.012120086176703123`], + Complex[1.4635218389424225`, 0.012083204874914249`], + Complex[1.4662509352441588`, 0.012046124242413046`], + Complex[1.4689832430163416`, 0.012008843882188758`], + Complex[1.4717187642822926`, 0.011971363396861247`], + Complex[1.4744575010663985`, 0.011933682388680682`], + Complex[1.4771994553941101`, 0.011895800459527504`], + Complex[1.4799446292919427`, 0.011857717210911868`], + Complex[1.4826930247874757`, 0.01181943224397352], + Complex[1.4854446439093552`, 0.01178094515948162], + Complex[1.4881994886872933`, 0.011742255557834376`], + Complex[1.490957561152069, 0.011703363039058844`], + Complex[1.4937188633355265`, 0.011664267202810556`], + Complex[1.4964833972705793`, 0.01162496764837342], + Complex[1.4992511649912084`, 0.011585463974659434`], + Complex[1.5020221685324648`, 0.011545755780208295`], + Complex[1.5047964099304652`, 0.011505842663187257`], + Complex[1.5075738912223986`, 0.011465724221390871`], + Complex[1.5103546144465232`, 0.011425400052240662`], + Complex[1.5131385816421696`, 0.01138486975278499], + Complex[1.5159257948497347`, 0.011344132919698598`], + Complex[1.5187162561106908`, 0.011303189149282512`], + Complex[1.5215099674675827`, 0.011262038037463767`], + Complex[1.5243069309640256`, 0.011220679179795062`], + Complex[1.5271071486447076`, 0.011179112171454564`], + Complex[1.529910622555392, 0.011137336607245616`], + Complex[1.532717354742915, 0.0110953520815966], + Complex[1.5355273472551887`, 0.0110531581885604], + Complex[1.5383406021411976`, 0.011010754521814433`], + Complex[1.5411571214510036`, 0.010968140674660287`], + Complex[1.543976907235745, 0.010925316240023356`], + Complex[1.5467999615476367`, 0.010882280810452689`], + Complex[1.5496262864399668`, 0.010839033978120732`], + Complex[1.552455883967106, 0.010795575334823011`], + Complex[1.5552887561845015`, 0.010751904471977967`], + Complex[1.5581249051486779`, 0.010708020980626544`], + Complex[1.560964332917238, 0.010663924451432005`], + Complex[1.5638070415488676`, 0.01061961447467977], + Complex[1.5666530331033286`, 0.010575090640276893`], + Complex[1.5695023096414673`, 0.010530352537752207`], + Complex[1.5723548732252077`, 0.010485399756255575`], + Complex[1.5752107259175563`, 0.010440231884558029`], + Complex[1.5780698697826023`, 0.010394848511051248`], + Complex[1.5809323068855168`, 0.010349249223747449`], + Complex[1.5837980392925552`, 0.010303433610279161`], + Complex[1.5866670690710536`, 0.010257401257898664`], + Complex[1.5895393982894361`, 0.010211151753478118`], + Complex[1.592415029017207, 0.010164684683509055`], + Complex[1.5952939633249599`, 0.010117999634102134`], + Complex[1.5981762032843698`, 0.010071096190986978`], + Complex[1.601061750968201, 0.010023973939511824`], + Complex[1.603950608450303, 0.009976632464643281], + Complex[1.6068427778056136`, 0.009929071350966125], + Complex[1.6097382611101545`, 0.009881290182682866], + Complex[1.61263706044104, 0.009833288543613695], + Complex[1.6155391778764698`, 0.009785066017196125], + Complex[1.6184446154957357`, 0.009736622186484686], + Complex[1.6213533753792153`, 0.009687956634150709], + Complex[1.624265459608379, 0.009639068942481989], + Complex[1.6271808702657868`, 0.009589958693382708], + Complex[1.6300996094350915`, 0.009540625468372931], + Complex[1.6330216792010335`, 0.009491068848588476], + Complex[1.6359470816494492`, 0.009441288414780664], + Complex[1.6388758188672652`, 0.009391283747315952], + Complex[1.6418078929425055`, 0.009341054426175756], + Complex[1.6447433059642804`, 0.009290600030956168], + Complex[1.6476820600228002`, 0.00923992014086764], + Complex[1.6506241572093678`, 0.009189014334734784], + Complex[1.653569599616383, 0.00913788219099607], + Complex[1.656518389337337, 0.009086523287703544], + Complex[1.6594705284668219`, 0.009034937202522571], + Complex[1.6624260191005238`, 0.008983123512731634], + Complex[1.6653848633352275`, 0.008931081795221948], + Complex[1.6683470632688127`, 0.00887881162649731], + Complex[1.6713126210002607`, 0.0088263125826737], + Complex[1.6742815386296495`, 0.008773584239479177], + Complex[1.6772538182581587`, 0.008720626172253422], + Complex[1.6802294619880636`, 0.008667437955947679], + Complex[1.6832084719227418`, 0.008614019165124293], + Complex[1.6861908501666727`, 0.008560369373956562], + Complex[1.6891765988254375`, 0.008506488156228446], + Complex[1.6921657200057136`, 0.008452375085334213], + Complex[1.6951582158152891`, 0.00839802973427832], + Complex[1.6981540883630477`, 0.008343451675675025], + Complex[1.701153339758981, 0.008288640481748218], + Complex[1.704155972114181, 0.00823359572433098], + Complex[1.707161987540847, 0.008178316974865457], + Complex[1.7101713881522809`, 0.008122803804402653], + Complex[1.7131841760628923`, 0.008067055783601979], + Complex[1.7162003533881933`, 0.008011072482731078], + Complex[1.7192199222448046`, 0.007954853471665517], + Complex[1.7222428847504545`, 0.007898398319888603], + Complex[1.725269243023977, 0.007841706596491055], + Complex[1.7282989991853144`, 0.007784777870170671], + Complex[1.7313321553555179`, 0.007727611709232134], + Complex[1.7343687136567474`, 0.007670207681586785], + Complex[1.7374086762122727`, 0.007612565354752215], + Complex[1.740452045146472, 0.00755468429585212], + Complex[1.7434988225848356`, 0.00749656407161594], + Complex[1.7465490106539636`, 0.007438204248378648], + Complex[1.7496026114815701`, 0.007379604392080456], + Complex[1.7526596271964776`, 0.007320764068266553], + Complex[1.7557200599286225`, 0.0072616828420868015`], + Complex[1.7587839118090556`, 0.007202360278295496], + Complex[1.7618511849699412`, 0.007142795941251091], + Complex[1.7649218815445549`, 0.007082989394915903], + Complex[1.7679960036672893`, 0.007022940202855821], + Complex[1.7710735534736515`, 0.006962647928240133], + Complex[1.7741545331002664`, 0.006902112133841169], + Complex[1.7772389446848689`, 0.006841332382034], + Complex[1.7803267903663178`, 0.006780308234796195], + Complex[1.783418072284584, 0.006719039253707697], + Complex[1.7865127925807591`, 0.006657524999950239], + Complex[1.7896109533970512`, 0.006595765034307345], + Complex[1.792712556876787, 0.006533758917163894], + Complex[1.7958176051644137`, 0.006471506208505999], + Complex[1.7989261004055002`, 0.0064090064679205305`], + Complex[1.802038044746728, 0.006346259254594991], + Complex[1.8051534403359077`, 0.006283264127317188], + Complex[1.808272289321968, 0.006220020644475056], + Complex[1.8113945938549598`, 0.006156528364056189], + Complex[1.8145203560860546`, 0.006092786843647717], + Complex[1.8176495781675484`, 0.006028795640435902], + Complex[1.8207822622528602`, 0.005964554311206155], + Complex[1.8239184104965356`, 0.0059000624123423315`], + Complex[1.8270580250542392`, 0.005835319499826776], + Complex[1.8302011080827651`, 0.005770325129239917], + Complex[1.8333476617400302`, 0.005705078855760028], + Complex[1.8364976881850803`, 0.005639580234162944], + Complex[1.839651189578083, 0.005573828818821805], + Complex[1.842808168080338, 0.005507824163706668], + Complex[1.8459686258542694`, 0.005441565822384448], + Complex[1.8491325650634318`, 0.005375053348018431], + Complex[1.8522999878725048`, 0.0053082862933680475`], + Complex[1.8554708964473, 0.005241264210788701], + Complex[1.8586452929547583`, 0.005173986652231351], + Complex[1.8618231795629516`, 0.005106453169242346], + Complex[1.8650045584410784`, 0.005038663312963029], + Complex[1.868189431759473, 0.004970616634129593], + Complex[1.8713778016895992`, 0.004902312683072778], + Complex[1.8745696704040549`, 0.0048337510097174324`], + Complex[1.8777650400765664`, 0.004764931163582398], + Complex[1.8809639128819993`, 0.004695852693780214], + Complex[1.8841662909963481`, 0.004626515149016783], + Complex[1.8873721765967457`, 0.0045569180775911974`], + Complex[1.8905815718614563`, 0.004487061027395239], + Complex[1.8937944789698804`, 0.004416943545913321], + Complex[1.897010900102556, 0.004346565180222195], + Complex[1.9002308374411583`, 0.004275925476990537], + Complex[1.9034542931684932`, 0.004205023982478656], + Complex[1.906681269468512, 0.004133860242538451], + Complex[1.9099117685263, 0.004062433802612897], + Complex[1.9131457925280826`, 0.00399074420773584], + Complex[1.9163833436612223`, 0.003918791002531709], + Complex[1.9196244241142215`, 0.0038465737312152817`], + Complex[1.9228690360767242`, 0.003774091937591359], + Complex[1.9261171817395164`, 0.0037013451650544857`], + Complex[1.929368863294521, 0.0036283329565886258`], + Complex[1.932624082934805, 0.0035550548547669814`], + Complex[1.9358828428545776`, 0.003481510401751667], + Complex[1.9391451452491926`, 0.0034076991392933756`], + Complex[1.942410992315143, 0.0033336206087312206`], + Complex[1.9456803862500676`, 0.0032592743509922556`], + Complex[1.948953329252751, 0.003184659906591482], + Complex[1.952229823523122, 0.003109776815631196], + Complex[1.9555098712622543`, 0.0030346246178009975`], + Complex[1.958793474672365, 0.002959202852377482], + Complex[1.9620806359568226`, 0.002883511058223806], + Complex[1.9653713573201388`, 0.0028075487737895047`], + Complex[1.9686656409679768`, 0.0027313155371102085`], + Complex[1.9719634891071411`, 0.0026548108858073446`], + Complex[1.975264903945592, 0.002578034357087776], + Complex[1.9785698876924351`, 0.0025009854877437523`], + Complex[1.9818784425579277`, 0.0024236638141523215`], + Complex[1.9851905707534727`, 0.002346068872275321], + Complex[1.98850627449163, 0.0022682001976587415`], + Complex[1.9918255559861056`, 0.0021900573254329814`], + Complex[1.9951484174517633`, 0.002111639790312002], + Complex[1.9984748611046104`, 0.002032947126593375], + Complex[2.0018048891618148`, 0.0019539788681578463`], + Complex[2.0051385038416942`, 0.0018747345484693007`], + Complex[2.0084757073637216`, 0.0017952137005739985`], + Complex[2.0118165019485232`, 0.0017154158571008465`], + Complex[2.0151608898178806`, 0.0016353405502606902`], + Complex[2.018508873194732, 0.0015549873118462856`], + Complex[2.02186045430317, 0.001474355673231835], + Complex[2.025215635368444, 0.001393445165372785], + Complex[2.028574418616962, 0.0013122553188055774`], + Complex[2.031936806276287, 0.0012307856636473505`], + Complex[2.035302800575145, 0.0011490357295955017`], + Complex[2.0386724037434143`, 0.0010670050459275562`], + Complex[2.042045618012136, 0.000984693141500917], + Complex[2.0454224456135126`, 0.0009020995447524827], + Complex[2.0488028887809038`, 0.0008192237836983432], + Complex[2.0521869497488296`, 0.0007360653859335362], + Complex[2.055574630752975, 0.0006526238786317487], + Complex[2.0589659340301845`, 0.0005688987885451302], + Complex[2.062360861818467, 0.00048488964200375795`], + Complex[2.0657594163569897`, 0.0004005959649155816], + Complex[2.069161599886088, 0.0003160172827660901], + Complex[2.0725674146472612`, 0.0002311531206178538], + Complex[2.075976862883172, 0.00014600300311055914`], + Complex[2.0793899468376447`, 0.000060566454460363184`], + Complex[2.082806668755676, -0.000025157001540154766`], + Complex[2.086227030883424, -0.0001111678415223194], + Complex[2.0896510354682167`, -0.00019746654254179652`], + Complex[2.093078684758545, -0.0002840535820786694], + Complex[2.096509981004073, -0.0003709294380379591], + Complex[2.099944926455629, -0.0004580945887495552], + Complex[2.1033835233652134`, -0.0005455495129690138], + Complex[2.106825773985993, -0.0006332946898774186], + Complex[2.1102716805723056`, -0.0007213305990818111], + Complex[2.1137212453796606`, -0.0008096577206155378], + Complex[2.11717447066474, -0.0008982765349384858], + Complex[2.12063135868539, -0.000987187522937416], + Complex[2.124091911700639, -0.0010763911659262063`], + Complex[2.12755613197068, -0.0011658879456461074`], + Complex[2.131024021756886, -0.0012556783442661673`], + Complex[2.1344955833217965`, -0.001345762844383376], + Complex[2.13797081892913, -0.0014361419290230548`], + Complex[2.141449730843779, -0.001526816081639168], + Complex[2.1449323213318143`, -0.0016177857861144965`], + Complex[2.1484185926604744`, -0.0017090515267609435`], + Complex[2.151908547098183, -0.00180061378832002], + Complex[2.155402186914536, -0.0018924730559629482`], + Complex[2.158899514380308, -0.0019846298152909544`], + Complex[2.1624005317674517`, -0.0020770845523356424`], + Complex[2.165905241349099, -0.002169837753559216], + Complex[2.1694136453995614`, -0.0022628899058549645`], + Complex[2.1729257461943283`, -0.0023562414965472567`], + Complex[2.17644154601007, -0.0024498930133918934`], + Complex[2.179961047124639, -0.0025438449445768715`], + Complex[2.1834842518170667`, -0.00263809777872185], + Complex[2.18701116236757, -0.0027326520048791617`], + Complex[2.190541781057543, -0.002827508112533683], + Complex[2.19407611016957, -0.0029226665916035274`], + Complex[2.1976141519874095`, -0.003018127932439746], + Complex[2.2011559087960153`, -0.0031138926258272165`], + Complex[2.204701382881515, -0.003209961162984741], + Complex[2.2082505765312286`, -0.003306334035565045], + Complex[2.2118034920336593`, -0.0034030117356554784`], + Complex[2.215360131678497, -0.00349999475577821], + Complex[2.2189204977566166`, -0.0035972835888902904`], + Complex[2.222484592560083, -0.0036948787283843584`], + Complex[2.226052418382147, -0.003792780668088469], + Complex[2.229623977517252, -0.0038909899022668074`], + Complex[2.233199272261022, -0.003989506925619661], + Complex[2.2367783049102794`, -0.004088332233283941], + Complex[2.2403610777630325`, -0.004187466320833319], + Complex[2.2439475931184814`, -0.004286909684278743], + Complex[2.2475378532770143`, -0.004386662820068478], + Complex[2.2511318605402155`, -0.0044867262250885415`], + Complex[2.2547296172108595`, -0.0045871003966629215`], + Complex[2.2583311255929144`, -0.004687785832554074], + Complex[2.26193638799154, -0.004788783030962959], + Complex[2.2655454067130907`, -0.004890092490529477], + Complex[2.2691581840651183`, -0.004991714710332731], + Complex[2.272774722356367, -0.005093650189891427], + Complex[2.276395023896774, -0.005195899429163972], + Complex[2.280019090997477, -0.005298462928548978], + Complex[2.2836469259708094`, -0.005401341188885335], + Complex[2.2872785311303026`, -0.005504534711452874], + Complex[2.2909139087906807`, -0.005608043997972184], + Complex[2.294553061267874, -0.005711869550605396], + Complex[2.2981959908790044`, -0.005816011871955941], + Complex[2.3018426999424, -0.005920471465069563], + Complex[2.305493190777581, -0.0060252488334338605`], + Complex[2.3091474657052764`, -0.006130344480979176], + Complex[2.3128055270474106`, -0.0062357589120784485`], + Complex[2.3164673771271125`, -0.006341492631547978], + Complex[2.3201330182687117`, -0.006447546144647258], + Complex[2.3238024527977403`, -0.006553919957079671], + Complex[2.327475683040936, -0.006660614574992417], + Complex[2.3311527113262396`, -0.006767630504977223], + Complex[2.334833539982793, -0.006874968254070198], + Complex[2.338518171340947, -0.006982628329752605], + Complex[2.342206607732257, -0.007090611239950716], + Complex[2.3458988514894847`, -0.007198917493036479], + Complex[2.3495949049465965`, -0.007307547597827611], + Complex[2.353294770438768, -0.007416502063587918], + Complex[2.356998450302381, -0.007525781400027694], + Complex[2.36070594687503, -0.007635386117303841], + Complex[2.364417262495512, -0.0077453167260205374`], + Complex[2.368132399503835, -0.00785557373722895], + Complex[2.3718513602412212`, -0.007966157662428267], + Complex[2.3755741470501013`, -0.008077069013565336], + Complex[2.3793007622741125`, -0.008188308303035255], + Complex[2.3830312082581098`, -0.008299876043681986], + Complex[2.386765487348157, -0.008411772748797924], + Complex[2.390503601891534, -0.008523998932124854], + Complex[2.39424555423673, -0.00863655510785398], + Complex[2.397991346733449, -0.008749441790626297], + Complex[2.40174098173261, -0.008862659495532832], + Complex[2.4054944615863496`, -0.008976208738114971], + Complex[2.409251788648018, -0.009090090034364853], + Complex[2.4130129652721775`, -0.009204303900725574], + Complex[2.4167779938146143`, -0.009318850854091412], + Complex[2.4205468766323257`, -0.00943373141180838], + Complex[2.4243196160835314`, -0.009548946091674379], + Complex[2.428096214527665, -0.00966449541193945], + Complex[2.4318766743253826`, -0.009780379891306146], + Complex[2.4356609978385593`, -0.00989660004892988], + Complex[2.43944918743029, -0.010013156404419243`], + Complex[2.4432412454648875`, -0.01013004947783612], + Complex[2.447037174307888, -0.01024727978969625], + Complex[2.4508369763260514`, -0.010364847860969362`], + Complex[2.4546406538873575`, -0.010482754213079593`], + Complex[2.4584482093610083`, -0.010600999367905595`], + Complex[2.46225964511743, -0.010719583847781225`], + Complex[2.466074963528274, -0.010838508175495434`], + Complex[2.469894166966416, -0.010957772874292768`], + Complex[2.473717257805953, -0.011077378467873697`], + Complex[2.477544238422212, -0.011197325480395023`], + Complex[2.481375111191746, -0.011317614436469725`], + Complex[2.4852098784923338`, -0.011438245861167914`], + Complex[2.48904854270298, -0.011559220280016658`], + Complex[2.4928911062039187`, -0.0116805382190006], + Complex[2.4967375713766113`, -0.011802200204561866`], + Complex[2.5005879406037534`, -0.011924206763601009`], + Complex[2.5044422162692617`, -0.0120465584234766], + Complex[2.5083004007582885`, -0.012169255712006152`], + Complex[2.512162496457216, -0.012292299157465755`], + Complex[2.516028505753658, -0.012415689288591353`], + Complex[2.519898431036458, -0.01253942663457805], + Complex[2.523772274695695, -0.01266351172508104], + Complex[2.5276500391226784`, -0.012787945090215663`], + Complex[2.531531726709954, -0.012912727260557783`], + Complex[2.5354173398512976`, -0.013037858767144278`], + Complex[2.539306880941724, -0.013163340141473107`], + Complex[2.5432003523774793`, -0.01328917191550344], + Complex[2.547097756556052, -0.013415354621656564`], + Complex[2.5509990958761564`, -0.013541888792815676`], + Complex[2.5549043727377527`, -0.013668774962326491`], + Complex[2.5588135895420367`, -0.013796013663997242`], + Complex[2.562726748691441, -0.01392360543209939], + Complex[2.566643852589636, -0.01405155080136769], + Complex[2.570564903641533, -0.014179850307000336`], + Complex[2.574489904253282, -0.01430850448465977], + Complex[2.578418856832277, -0.01443751387047261], + Complex[2.582351763787146, -0.014566879001029959`], + Complex[2.5862886275277654`, -0.01469660041338798], + Complex[2.5902294504652494`, -0.01482667864506794], + Complex[2.594174235011959, -0.014957114234056684`], + Complex[2.598122983581491, -0.015087907718806817`], + Complex[2.6020756985886933`, -0.015219059638237248`], + Complex[2.6060323824496545`, -0.015350570531733235`], + Complex[2.609993037581713, -0.015482440939146858`], + Complex[2.6139576664034436`, -0.015614671400797253`], + Complex[2.617926271334675, -0.015747262457471156`], + Complex[2.6218988547964797`, -0.01588021465042269], + Complex[2.6258754192111797`, -0.01601352852137436], + Complex[2.6298559670023387`, -0.016147204612516924`], + Complex[2.633840500594777, -0.016281243466509637`], + Complex[2.6378290224145564`, -0.016415645626480943`], + Complex[2.6418215348889955`, -0.016550411636028536`], + Complex[2.645818040446655, -0.016685542039219722`], + Complex[2.649818541517352, -0.01682103738059186], + Complex[2.653823040532154, -0.016956898205152296`], + Complex[2.65783153992338, -0.01709312505837919], + Complex[2.661844042124599, -0.01722971848622147], + Complex[2.665860549570634, -0.01736667903509942], + Complex[2.669881064697565, -0.017504007251904513`], + Complex[2.673905589942724, -0.017641703684000476`], + Complex[2.677934127744693, -0.01777976887922289], + Complex[2.681966680543316, -0.017918203385880044`], + Complex[2.6860032507796916`, -0.018057007752752693`], + Complex[2.6900438408961724`, -0.018196182529095065`], + Complex[2.6940884533363687`, -0.018335728264634546`], + Complex[2.698137090545148, -0.01847564550957244], + Complex[2.7021897549686376`, -0.018615934814583998`], + Complex[2.7062464490542233`, -0.01875659673081896], + Complex[2.7103071752505485`, -0.01889763180990167], + Complex[2.7143719360075167`, -0.019039040603931606`], + Complex[2.7184407337762937`, -0.019180823665483404`], + Complex[2.722513571009307, -0.01932298154760763], + Complex[2.726590450160241, -0.019465514803830505`], + Complex[2.7306713736840456`, -0.01960842398815489], + Complex[2.7347563440369345`, -0.019751709655060026`], + Complex[2.7388453636763836`, -0.019895372359502117`], + Complex[2.74293843506113, -0.020039412656914737`], + Complex[2.74703556065118, -0.02018383110320905], + Complex[2.751136742907802, -0.02032862825477401], + Complex[2.7552419842935327`, -0.020473804668476772`], + Complex[2.7593512872721697`, -0.020619360901663192`], + Complex[2.7634646543087826`, -0.020765297512157874`], + Complex[2.7675820878697066`, -0.020911615058264693`], + Complex[2.7717035904225473`, -0.021058314098767003`], + Complex[2.7758291644361726`, -0.021205395192927898`], + Complex[2.7799588123807246`, -0.021352858900490698`], + Complex[2.7840925367276155`, -0.02150070578167923], + Complex[2.7882303399495267`, -0.02164893639719824], + Complex[2.792372224520408, -0.0217975513082332], + Complex[2.796518192915483, -0.02194655107645145], + Complex[2.8006682476112483`, -0.022095936264001845`], + Complex[2.804822391085473, -0.022245707433515463`], + Complex[2.808980625817196, -0.022395865148105792`], + Complex[2.8131429542867328`, -0.022546409971368878`], + Complex[2.8173093789756747`, -0.022697342467384002`], + Complex[2.8214799023668853`, -0.022848663200713895`], + Complex[2.8256545269445037`, -0.02300037273640479], + Complex[2.8298332551939476`, -0.023152471639987043`], + Complex[2.8340160896019078`, -0.02330496047747549], + Complex[2.8382030326563585`, -0.023457839815369516`], + Complex[2.8423940868465434`, -0.023611110220653472`], + Complex[2.8465892546629905`, -0.02376477226079736], + Complex[2.8507885385975067`, -0.02391882650375618], + Complex[2.8549919411431786`, -0.02407327351797163], + Complex[2.859199464794368, -0.024228113872371393`], + Complex[2.863411112046723, -0.02438334813636979], + Complex[2.8676268853971725`, -0.02453897687986821], + Complex[2.871846787343926, -0.024695000673255252`], + Complex[2.876070820386475, -0.024851420087406983`], + Complex[2.8802989870255953`, -0.025008235693687764`], + Complex[2.8845312897633457`, -0.025165448063949852`], + Complex[2.888767731103074, -0.02532305777053448], + Complex[2.8930083135494016`, -0.025481065386271373`], + Complex[2.8972530396082488`, -0.02563947148447994], + Complex[2.9015019117868133`, -0.025798276638968873`], + Complex[2.905754932593584, -0.02595748142403695], + Complex[2.9100121045383323`, -0.026117086414472926`], + Complex[2.9142734301321216`, -0.02627709218555653], + Complex[2.9185389118873024`, -0.02643749931305793], + Complex[2.9228085523175156`, -0.02659830837323876], + Complex[2.9270823539376907`, -0.026759519942852347`], + Complex[2.931360319264045, -0.02692113459914358], + Complex[2.9356424508140906`, -0.027083152919849696`], + Complex[2.9399287511066303`, -0.027245575483200557`], + Complex[2.944219222661757, -0.027408402867918708`], + Complex[2.948513868000856, -0.0275716356532201], + Complex[2.9528126896466085`, -0.02773527441881392], + Complex[2.957115690122987, -0.027899319744903547`], + Complex[2.9614228719552607`, -0.028063772212186366`], + Complex[2.9657342376699907`, -0.028228632401854206`], + Complex[2.9700497897950364`, -0.028393900895593946`], + Complex[2.9743695308595535`, -0.028559578275587444`], + Complex[2.978693463393992, -0.02872566512451219], + Complex[2.9830215899300994`, -0.02889216202554161], + Complex[2.9873539130009257`, -0.029059069562344927`], + Complex[2.991690435140812, -0.02922638831908833], + Complex[2.9960311588854065`, -0.02939411888043457], + Complex[3.000376086771649, -0.029562261831543507`], + Complex[3.0047252213377877`, -0.029730817758072847`], + Complex[3.009078565123365, -0.0298997872461777], + Complex[3.0134361206692306`, -0.03006917088251168], + Complex[3.0177978905175307`, -0.030238969254226658`], + Complex[3.022163877211716, -0.030409182948973615`], + Complex[3.0265340832965455`, -0.03057981255490226], + Complex[3.0309085113180756`, -0.030750858660662295`], + Complex[3.0352871638236674`, -0.030922321855402918`], + Complex[3.0396700433619928`, -0.03109420272877364], + Complex[3.0440571524830227`, -0.031266501870924404`], + Complex[3.0484484937380407`, -0.031439219872506016`], + Complex[3.052844069679631, -0.031612357324670395`], + Complex[3.057243882861689, -0.03178591481907109], + Complex[3.0616479358394177`, -0.03195989294786347], + Complex[3.066056231169329, -0.03213429230370489], + Complex[3.0704687714092422`, -0.03230911347975539], + Complex[3.0748855591182886`, -0.032484357069677755`], + Complex[3.0793065968569087`, -0.032660023667638025`], + Complex[3.0837318871868553`, -0.0328361138683059], + Complex[3.0881614326711917`, -0.033012628266854444`], + Complex[3.0925952358742927`, -0.03318956745896148], + Complex[3.097033299361847, -0.03336693204080883], + Complex[3.1014756257008607`, -0.03354472260908374], + Complex[3.105922217459645, -0.033722939760978135`], + Complex[3.110373077207834, -0.03390158409418974], + Complex[3.1148282075163727`, -0.034080656206922244`], + Complex[3.1192876109575254`, -0.03426015669788526], + Complex[3.1237512901048663`, -0.03444008616629493], + Complex[3.128219247533294, -0.03462044521187482], + Complex[3.132691485819021, -0.03480123443485493], + Complex[3.137168007539582, -0.03498245443597349], + Complex[3.1416488152738222`, -0.03516410581647629], + Complex[3.146133911601914, -0.03534618917811741], + Complex[3.1506232991053476`, -0.035528705123159574`], + Complex[3.155116980366935, -0.03571165425437417], + Complex[3.1596149579708057`, -0.035895037175042194`], + Complex[3.164117234502415, -0.03607885448895404], + Complex[3.168623812548538, -0.03626310680041013], + Complex[3.1731346946972763`, -0.036447794714220855`], + Complex[3.1776498835380513`, -0.03663291883570777], + Complex[3.182169381661611, -0.03681847977070274], + Complex[3.186693191660027, -0.037004478125549606`], + Complex[3.1912213161267005`, -0.03719091450710314], + Complex[3.19575375765635, -0.037377789522730534`], + Complex[3.200290518845032, -0.03756510378031133], + Complex[3.204831602290119, -0.03775285788823739], + Complex[3.209377010590323, -0.03794105245541382], + Complex[3.2139267463456758`, -0.03812968809125894], + Complex[3.218480812157538, -0.038318765405704946`], + Complex[3.2230392106286083`, -0.03850828500919781], + Complex[3.2276019443629083`, -0.038698247512698056`], + Complex[3.232169015965793, -0.03888865352768073], + Complex[3.2367404280439485`, -0.03907950366613608], + Complex[3.2413161832053934`, -0.039270798540569696`], + Complex[3.245896284059481, -0.03946253876400296], + Complex[3.250480733216892, -0.03965472494997313], + Complex[3.2550695332896495`, -0.03984735771253409], + Complex[3.2596626868911054`, -0.04004043766625634], + Complex[3.2642601966359495`, -0.0402339654262277], + Complex[3.2688620651402043`, -0.040427941608053214`], + Complex[3.273468295021232, -0.040622366827855805`], + Complex[3.27807888889773, -0.04081724170227642], + Complex[3.2826938493897373`, -0.04101256684847494], + Complex[3.2873131791186236`, -0.04120834288412949], + Complex[3.2919368807071043`, -0.0414045704274377], + Complex[3.29656495677923, -0.04160125009711639], + Complex[3.3011974099603965`, -0.041798382512402754`], + Complex[3.3058342428773346`, -0.041995968293053854`], + Complex[3.3104754581581193`, -0.04219400805934746], + Complex[3.315121058432168, -0.04239250243208201], + Complex[3.3197710463302412`, -0.04259145203257747], + Complex[3.324425424484437, -0.042790857482675054`], + Complex[3.3290841955282056`, -0.04299071940473852], + Complex[3.333747362096336, -0.04319103842165288], + Complex[3.338414926824965, -0.04339181515682704], + Complex[3.343086892351572, -0.04359305023419194], + Complex[3.3477632613149853`, -0.043794744278202236`], + Complex[3.3524440363553794`, -0.04399689791383618], + Complex[3.357129220114277, -0.04419951176659613], + Complex[3.3618188152345474`, -0.04440258646250854], + Complex[3.3665128243604086`, -0.04460612262812498], + Complex[3.371211250137429, -0.04481012089052182], + Complex[3.3759140952125293`, -0.04501458187730087], + Complex[3.3806213622339722`, -0.045219506216589614`], + Complex[3.3853330538513817`, -0.045424894537041946`], + Complex[3.3900491727157283`, -0.045630747467838045`], + Complex[3.3947697214793364`, -0.04583706563868502], + Complex[3.39949470279588, -0.046043849679816534`], + Complex[3.4042241193203933`, -0.0462511002219948], + Complex[3.4089579737092572`, -0.04645881789650905], + Complex[3.413696268620218, -0.04666700333517708], + Complex[3.418439006712363, -0.04687565717034502], + Complex[3.423186190646147, -0.04708478003488831], + Complex[3.427937823083379, -0.04729437256221132], + Complex[3.432693906687224, -0.04750443538624817], + Complex[3.4374544441222024`, -0.0477149691414627], + Complex[3.4422194380541984`, -0.04792597446284935], + Complex[3.4469888911504527`, -0.04813745198593315], + Complex[3.451762806079568, -0.04834940234677022], + Complex[3.4565411855115014`, -0.048561826181947765`], + Complex[3.461324032117579, -0.04877472412858512], + Complex[3.4661113485704833`, -0.048988096824333124`], + Complex[3.470903137544262, -0.04920194490737584], + Complex[3.475699401714324, -0.0494162690164293], + Complex[3.4805001437574394`, -0.04963106979074319], + Complex[3.485305366351748, -0.0498463478701006], + Complex[3.4901150721767524`, -0.050062103894818175`], + Complex[3.494929263913317, -0.05027833850574709], + Complex[3.499747944243677, -0.050495052344272956`], + Complex[3.5045711158514314`, -0.0507122460523161], + Complex[3.5093987814215484`, -0.05092992027233245], + Complex[3.5142309436403636`, -0.05114807564731316], + Complex[3.5190676051955774`, -0.05136671282078574], + Complex[3.5239087687762662`, -0.05158583243681367], + Complex[3.528754437072871, -0.0518054351399973], + Complex[3.5336046127772063`, -0.05202552157547409], + Complex[3.5384592985824526`, -0.052246092388918405`], + Complex[3.5433184971831686`, -0.05246714822654308], + Complex[3.5481822112752806`, -0.052688689735098396`], + Complex[3.553050443556092, -0.05291071756187346], + Complex[3.557923196724274, -0.05313323235469594], + Complex[3.5628004734798755`, -0.05335623476193305], + Complex[3.5676822765243212`, -0.05357972543249105], + Complex[3.572568608560409, -0.053803705015816466`], + Complex[3.5774594722923143`, -0.054028174161895676`], + Complex[3.582354870425586, -0.05425313352125603], + Complex[3.587254805667157, -0.054478583744965614`], + Complex[3.592159280725331, -0.05470452548463385], + Complex[3.5970682983097917`, -0.05493095939241183], + Complex[3.6019818611316063`, -0.05515788612099275], + Complex[3.606899971903215, -0.05538530632361198], + Complex[3.611822633338449, -0.05561322065404774], + Complex[3.616749848152507, -0.05584162976662166], + Complex[3.6216816190619787`, -0.056070534316198156`], + Complex[3.6266179487848333`, -0.05629993495818626], + Complex[3.631558840040428, -0.05652983234853845], + Complex[3.63650429554949, -0.05676022714375199], + Complex[3.641454318034145, -0.056991120000869436`], + Complex[3.646408910217896, -0.05722251157747775], + Complex[3.651368074825637, -0.05745440253171058], + Complex[3.6563318145836403`, -0.057686793522246566`], + Complex[3.66130013221957, -0.057919685208311145`], + Complex[3.6662730304624773`, -0.05815307824967654], + Complex[3.6712505120428034`, -0.0583869733066619], + Complex[3.6762325796923716`, -0.058621371040133735`], + Complex[3.6812192361443996`, -0.05885627211150636], + Complex[3.6862104841334933`, -0.05909167718274212], + Complex[3.691206326395654, -0.059327586916352315`], + Complex[3.6962067656682636`, -0.05956400197539659], + Complex[3.7012118046901032`, -0.05980092302348411], + Complex[3.706221446201347, -0.06003835072477334], + Complex[3.711235692943561, -0.06027628574397313], + Complex[3.716254547659701, -0.06051472874634242], + Complex[3.7212780130941217`, -0.060753680397690565`], + Complex[3.7263060919925706`, -0.060993141364378584`], + Complex[3.731338787102195, -0.06123311231331813], + Complex[3.7363761011715297`, -0.061473593911973226`], + Complex[3.7414180369505132`, -0.06171458682836005], + Complex[3.7464645971904833`, -0.06195609173104656], + Complex[3.7515157846441696`, -0.06219810928915458], + Complex[3.7565716020657005`, -0.06244064017235826], + Complex[3.7616320522106115`, -0.0626836850508859], + Complex[3.7666971378358314`, -0.0629272445955197], + Complex[3.771766861699691, -0.06317131947759565], + Complex[3.776841226561923, -0.06341591036900537], + Complex[3.7819202351836614`, -0.0636610179421948], + Complex[3.787003890327444, -0.06390664287016534], + Complex[3.792092194757214, -0.06415278582647453], + Complex[3.7971851512383115`, -0.06439944748523566], + Complex[3.802282762537485, -0.06464662852111895], + Complex[3.807385031422891, -0.06489432960935124], + Complex[3.8124919606640906`, -0.06514255142571665], + Complex[3.817603553032044, -0.0653912946465568], + Complex[3.8227198112991285`, -0.06564055994877169], + Complex[3.8278407382391237`, -0.06589034800981913], + Complex[3.832966336627221, -0.0661406595077164], + Complex[3.8380966092400146`, -0.06639149512103878], + Complex[3.8432315588555146`, -0.066642855528922], + Complex[3.848371188253138, -0.06689474141106125], + Complex[3.8535155002137165`, -0.06714715344771166], + Complex[3.858664497519485, -0.06740009231968928], + Complex[3.8638181829540996`, -0.06765355870837124], + Complex[3.8689765593026277`, -0.06790755329569526], + Complex[3.874139629351545, -0.0681620767641613], + Complex[3.879307395888743, -0.06841712979683148], + Complex[3.8844798617035337`, -0.06867271307732968], + Complex[3.889657029586637, -0.06892882728984309], + Complex[3.894838902330197, -0.0691854731191222], + Complex[3.9000254827277607`, -0.06944265125048024], + Complex[3.9052167735743084`, -0.06970036236979514], + Complex[3.9104127776662287`, -0.06995860716350882], + Complex[3.915613497801335, -0.07021738631862744], + Complex[3.920818936778849, -0.07047670052272281], + Complex[3.9260290973994216`, -0.07073655046393156], + Complex[3.9312439824651277`, -0.07099693683095654], + Complex[3.9364635947794557`, -0.07125786031306629], + Complex[3.941687937147315, -0.07151932160009608], + Complex[3.9469170123750423`, -0.07178132138244814], + Complex[3.952150823270394, -0.0720438603510917], + Complex[3.9573893726425573`, -0.07230693919756356], + Complex[3.9626326633021307`, -0.07257055861396872], + Complex[3.967880698061152, -0.07283471929298063], + Complex[3.9731334797330766`, -0.07309942192784105], + Complex[3.9783910111327874`, -0.07336466721236115], + Complex[3.9836532950765924`, -0.07363045584092132], + Complex[3.9889203343822324`, -0.07389678850847226], + Complex[3.9941921318688736`, -0.07416366591053444], + Complex[3.999468690357113, -0.07443108874319918], + Complex[4.004750012668971, -0.07469905770312849], + Complex[4.010036101627907, -0.07496757348755631], + Complex[4.015326960058806, -0.07523663679428758], + Complex[4.020622590787987, -0.07550624832169989], + Complex[4.025922996643194, -0.07577640876874289], + Complex[4.031228180453616, -0.07604711883493936], + Complex[4.036538145049867, -0.0763183792203854], + Complex[4.041852893263998, -0.07659019062575018], + Complex[4.047172427929494, -0.07686255375227749], + Complex[4.052496751881276, -0.07713546930178511], + Complex[4.0578258679556996`, -0.07740893797666554], + Complex[4.06315977899056, -0.07768296047988679], + Complex[4.068498487825086, -0.0779575375149916], + Complex[4.073841997299949, -0.07823266978609927], + Complex[4.079190310257254, -0.07850835799790512], + Complex[4.084543429540553, -0.07878460285568098], + Complex[4.089901357994827, -0.07906140506527559], + Complex[4.095264098466508, -0.07933876533311582], + Complex[4.1006316538034655`, -0.07961668436620503], + Complex[4.106004026855009, -0.07989516287212556], + Complex[4.111381220471891, -0.08017420155903837], + Complex[4.11676323750631, -0.08045380113568285], + Complex[4.122150080811908, -0.08073396231137772], + Complex[4.12754175324377, -0.08101468579602161], + Complex[4.132938257658426, -0.08129597230009325], + Complex[4.138339596913855, -0.0815778225346512], + Complex[4.143745773869477, -0.08186023721133534], + Complex[4.149156791386166, -0.0821432170423666], + Complex[4.154572652326241, -0.08242676274054753], + Complex[4.159993359553465, -0.08271087501926205], + Complex[4.165418915933058, -0.08299555459247748], + Complex[4.170849324331685, -0.08328080217474296], + Complex[4.176284587617461, -0.08356661848119079], + Complex[4.1817247086599565`, -0.08385300422753711], + Complex[4.187169690330189, -0.0841399601300816], + Complex[4.192619535500632, -0.08442748690570823], + Complex[4.198074247045211, -0.0847155852718855], + Complex[4.203533827839303, -0.08500425594666722], + Complex[4.2089982807597455`, -0.08529349964869226], + Complex[4.2144676086848225`, -0.08558331709718542], + Complex[4.219941814494283, -0.08587370901195723], + Complex[4.225420901069325, -0.0861646761134055], + Complex[4.230904871292606, -0.0864562191225142], + Complex[4.2363937280482435`, -0.08674833876085483], + Complex[4.241887474221812, -0.08704103575058691], + Complex[4.247386112700343, -0.08733431081445761], + Complex[4.252889646372332, -0.0876281646758024], + Complex[4.258398078127729, -0.08792259805854633], + Complex[4.263911410857954, -0.08821761168720288], + Complex[4.269429647455878, -0.08851320628687548], + Complex[4.274952790815841, -0.0888093825832574], + Complex[4.280480843833645, -0.08910614130263225], + Complex[4.286013809406557, -0.08940348317187483], + Complex[4.291551690433306, -0.08970140891845077], + Complex[4.297094489814086, -0.08999991927041678], + Complex[4.302642210450555, -0.09029901495642209], + Complex[4.3081948552458496`, -0.09059869670570839], + Complex[4.31375242710455, -0.09089896524810917], + Complex[4.319314928932729, -0.09119982131405188], + Complex[4.324882363637912, -0.09150126563455699], + Complex[4.3304547341291, -0.09180329894123879], + Complex[4.336032043316758, -0.09210592196630624], + Complex[4.341614294112828, -0.0924091354425624], + Complex[4.34720148943072, -0.09271294010340539], + Complex[4.352793632185317, -0.09301733668282913], + Complex[4.3583907252929714`, -0.09332232591542308], + Complex[4.3639927716715095`, -0.09362790853637293], + Complex[4.369599774240233, -0.09393408528146047], + Complex[4.375211735919922, -0.09424085688706543], + Complex[4.380828659632819, -0.09454822409016403], + Complex[4.386450548302652, -0.09485618762833062], + Complex[4.392077404854627, -0.0951647482397373], + Complex[4.397709232215422, -0.09547390666315525], + Complex[4.403346033313191, -0.09578366363795393], + Complex[4.408987811077574, -0.0960940199041031], + Complex[4.41463456843968, -0.09640497620217053], + Complex[4.42028630833211, -0.09671653327332572], + Complex[4.425943033688931, -0.0970286918593378], + Complex[4.431604747445704, -0.09734145270257691], + Complex[4.437271452539463, -0.09765481654601443], + Complex[4.442943151908729, -0.09796878413322338], + Complex[4.4486198484935064`, -0.09828335620837891], + Complex[4.4543015452352765`, -0.09859853351625841], + Complex[4.459988245077015, -0.09891431680224241], + Complex[4.465679950963176, -0.099230706812314], + Complex[4.4713766658397, -0.09954770429306059], + Complex[4.477078392654014, -0.0998653099916732], + Complex[4.482785134355035, -0.10018352465594738`], + Complex[4.488496893893166, -0.10050234903428312`], + Complex[4.494213674220297, -0.1008217838756861], + Complex[4.499935478289806, -0.10114182992976717`], + Complex[4.505662309056564, -0.10146248794674345`], + Complex[4.511394169476937, -0.10178375867743816`], + Complex[4.517131062508766, -0.102105642873281], + Complex[4.522872991111401, -0.10242814128630973`], + Complex[4.528619958245675, -0.10275125466916854`], + Complex[4.534371966873921, -0.1030749837751104], + Complex[4.540129019959954, -0.10339932935799598`], + Complex[4.5458911204690935`, -0.10372429217229512`], + Complex[4.5516582713681535`, -0.10404987297308652`], + Complex[4.557430475625441, -0.10437607251605846`], + Complex[4.563207736210759, -0.10470289155750878`], + Complex[4.568990056095408, -0.1050303308543466], + Complex[4.574777438252187, -0.10535839116409038`], + Complex[4.5805698856553985`, -0.10568707324487076`], + Complex[4.586367401280832, -0.10601637785542922`], + Complex[0., 0.]}}, {Automatic}], + Editable->False, + SelectWithContents->True, + Selectable->False]}], "}"}]], "Output", + CellChangeTimes->{{3.8006830569622097`*^9, 3.800683072724485*^9}, { + 3.800683143728756*^9, 3.800683176564719*^9}, {3.800683214641292*^9, + 3.800683234736903*^9}, 3.8006833931705933`*^9}, + CellLabel->"Out[14]=",ExpressionUUID->"ab213019-261d-40ef-b3a5-a4c7b2a5ec6c"] +}, Open ]] +}, Closed]], + +Cell[CellGroupData[{ + +Cell["Tests", "Subsubsection", + CellChangeTimes->{{3.800768232063011*^9, + 3.800768232689954*^9}},ExpressionUUID->"2ca398aa-46d6-4829-ae43-\ +f97a51bae77e"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"sol", "=", + RowBox[{"spheroidalKerr", "[", + RowBox[{ + RowBox[{"-", "2"}], ",", "2", ",", "2", ",", "0.7"}], "]"}]}]], "Input", + CellChangeTimes->{{3.800612976439578*^9, 3.800612982771328*^9}, { + 3.800613080202582*^9, 3.800613081067361*^9}, {3.80062279542039*^9, + 3.800622796229005*^9}, {3.8006233981535788`*^9, 3.800623404001408*^9}, { + 3.800624103886628*^9, 3.8006241045474367`*^9}}, + CellLabel-> + "In[140]:=",ExpressionUUID->"0fa7ad36-8965-4464-bd1e-81f1aaf3b037"], + +Cell[BoxData[ + InterpretationBox[ + RowBox[{ + RowBox[{"\<\"\\!\\(\\*SubscriptBox[\\(\[Omega]\\), \\(lm\\)]\\) = \"\>", + "\[InvisibleSpace]", "0.5326002437522133`"}], "\[VeryThinSpace]", "-", + RowBox[{ + RowBox[{"0.08079287309515215`", " ", "\[ImaginaryI]"}], + "\[InvisibleSpace]", "\<\" - \\!\\(\\*SubscriptBox[\\(A\\), \\(lm\\)]\\) \ += \"\>", "\[InvisibleSpace]", "2.903166981558038`"}], "\[VeryThinSpace]", "+", + RowBox[{"0.1831582525322828`", " ", "\[ImaginaryI]"}]}], + SequenceForm["\!\(\*SubscriptBox[\(\[Omega]\), \(lm\)]\) = ", + Complex[0.5326002437522133, -0.08079287309515215], + " - \!\(\*SubscriptBox[\(A\), \(lm\)]\) = ", + Complex[2.903166981558038, 0.1831582525322828]], + Editable->False]], "Print", + CellChangeTimes->{{3.8006234044950542`*^9, 3.800623455166892*^9}, + 3.800624105616715*^9, 3.800626000556699*^9}, + CellLabel-> + "During evaluation of \ +In[140]:=",ExpressionUUID->"328578f8-abf0-42af-a0b8-dfbf51374095"], + +Cell[BoxData[ + TemplateBox[{ + "General","munfl", + "\"\\!\\(\\*RowBox[{\\\"1.0000000000000828`*^-270\\\", \\\" \\\", RowBox[{\ +\\\"(\\\", RowBox[{RowBox[{\\\"-\\\", \\\"1.769417779760764`*^-40\\\"}], \ +\\\"+\\\", RowBox[{\\\"6.448433038945409`*^-41\\\", \\\" \\\", \\\"\ +\[ImaginaryI]\\\"}]}], \\\")\\\"}]}]\\) is too small to represent as a \ +normalized machine number; precision may be lost.\"",2,140,45, + 19652527745811783749,"Local"}, + "MessageTemplate"]], "Message", "MSG", + CellChangeTimes->{3.800624105659297*^9, 3.800626000573827*^9}, + CellLabel-> + "During evaluation of \ +In[140]:=",ExpressionUUID->"21d9745d-23eb-41bc-b5f8-685e54a87477"], + +Cell[BoxData[ + TemplateBox[{ + "General","munfl", + "\"\\!\\(\\*RowBox[{\\\"1.0000000000000838`*^-273\\\", \\\" \\\", RowBox[{\ +\\\"(\\\", RowBox[{RowBox[{\\\"-\\\", \\\"8.750091040803137`*^-41\\\"}], \ +\\\"+\\\", RowBox[{\\\"3.1889008626043945`*^-41\\\", \\\" \\\", \\\"\ +\[ImaginaryI]\\\"}]}], \\\")\\\"}]}]\\) is too small to represent as a \ +normalized machine number; precision may be lost.\"",2,140,46, + 19652527745811783749,"Local"}, + "MessageTemplate"]], "Message", "MSG", + CellChangeTimes->{3.800624105659297*^9, 3.8006260005808153`*^9}, + CellLabel-> + "During evaluation of \ +In[140]:=",ExpressionUUID->"d99163f6-fc6f-496c-a3f6-59fe2a7d8240"], + +Cell[BoxData[ + TemplateBox[{ + "General","munfl", + "\"\\!\\(\\*RowBox[{\\\"1.0000000000000849`*^-276\\\", \\\" \\\", RowBox[{\ +\\\"(\\\", RowBox[{RowBox[{\\\"-\\\", \\\"4.3275985028317676`*^-41\\\"}], \ +\\\"+\\\", RowBox[{\\\"1.5771752222839382`*^-41\\\", \\\" \\\", \\\"\ +\[ImaginaryI]\\\"}]}], \\\")\\\"}]}]\\) is too small to represent as a \ +normalized machine number; precision may be lost.\"",2,140,47, + 19652527745811783749,"Local"}, + "MessageTemplate"]], "Message", "MSG", + CellChangeTimes->{3.800624105659297*^9, 3.800626000587195*^9}, + CellLabel-> + "During evaluation of \ +In[140]:=",ExpressionUUID->"ad4065a3-1fe1-4cfe-8753-5944702a6dde"], + +Cell[BoxData[ + TemplateBox[{ + "General","stop", + "\"Further output of \\!\\(\\*StyleBox[RowBox[{\\\"General\\\", \ +\\\"::\\\", \\\"munfl\\\"}], \\\"MessageName\\\"]\\) will be suppressed \ +during this calculation.\"",2,140,48,19652527745811783749,"Local"}, + "MessageTemplate"]], "Message", "MSG", + CellChangeTimes->{3.800624105659297*^9, 3.800626000593246*^9}, + CellLabel-> + "During evaluation of \ +In[140]:=",ExpressionUUID->"64c6955f-fb1e-4eaa-8fb8-7e8007519fd3"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"0.5326002437522133`", "\[VeryThinSpace]", "-", + RowBox[{"0.08079287309515215`", " ", "\[ImaginaryI]"}]}], ",", + RowBox[{"2.903166981558038`", "\[VeryThinSpace]", "+", + RowBox[{"0.1831582525322828`", " ", "\[ImaginaryI]"}]}], ",", + InterpretationBox[ + RowBox[{ + TagBox["InterpolatingFunction", + "SummaryHead"], "[", + DynamicModuleBox[{Typeset`open$$ = False, Typeset`embedState$$ = + "Ready"}, + TemplateBox[{PaneSelectorBox[{False -> GridBox[{{ + PaneBox[ + ButtonBox[ + DynamicBox[ + FEPrivate`FrontEndResource[ + "FEBitmaps", "SquarePlusIconMedium"]], + ButtonFunction :> (Typeset`open$$ = True), Appearance -> None, + Evaluator -> Automatic, Method -> "Preemptive"], + Alignment -> {Center, Center}, ImageSize -> + Dynamic[{ + Automatic, + 3.5 (CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification])}]], + GraphicsBox[{{ + GrayLevel[0.6], + AbsolutePointSize[5], + PointBox[{1, 1}], + PointBox[{2, 4}], + PointBox[{3, 2}], + PointBox[{4, 3}]}, {{}, {}, { + AbsoluteThickness[1], + Opacity[1.], + LineBox[CompressedData[" +1:eJwBMQPO/CFib1JlAgAAADIAAAACAAAA4ScLwZmZ6T/ACPskWpOYv4AjHgZ5 +3Os/cnpQh5xu1j/qWn1XCVDuP5K7ih5ptuc/r+pongFN8D/CUK87BHLxP46d +cUQ/bPE/ujUa8/qu9j9TbqBw1aPyP/TWyyAhFfw/neDJZqDG8z+QAqdF9GsA +QM1wGePDAfU/VsVD/9nXAkCidscSKDf2P6Bp73exDQVA/B1wDMFX9z+TpM3k +wfUGQDzjPoyykPg/7M3Z+O7ZCEABSgjW2LT5P3pl9LwNcgpAbCYw0z/T+j86 +ypori9cLQL0gflb/Cfw/lpOs9xIqDUCTvMaj8yv9Pw4alcoYNg5AT3Y1d0Bm +/j+pB2LLtyIPQLClAv7Nmv8/NnA5bbjSD0BLO2UnSF0AQFrcILXmpw9AsTLc +klX5AED+sDHBQukOQNp6UGP9igFAbZ+lR/sLDkD10dd20SgCQNHi3Mj38wxA +42MO5MXDAkAZdr6AZb8LQJRGQrZUVANArv7zEMKHCkA4OInLD/EDQLBlMO3M +IglAnnrNRWWDBEA3d8OX6skHQNf3wBnbEgVAD3D3ndNyBkADhMcwfa4FQHOK +7Wak/wRA8WDLrLk/BkC/MhCgYawDQNJM4msi3QZAwss/TmVLAkCGc6iEq3cH +QIsIg92+BgFA/OprAs8HCECrPCvgePD/P2VxQsMepAhAKXVLE0Xg/j+RSBbp +CDYJQPRz0a7WJ/4/kFqZaBPFCUDN4sX5uLj9P4J7LytKYApAvh1MbRmT/T82 +7cJSG/EKQHzT1YZwwv0/3W1pvRiOC0B2LZ/10lT+P0c/DY2wIAxAVrX8MJA7 +/z+DS2C2aLAMQElWzbMzPQBAsmbGIk1MDUCi9bAadCABQKTSKfTL3Q1AYexd +q+EpAkCJTaAId3sOQFyS/ndEhgNAQAPGdkIWD0BHWcLdahwFQLoJ6Umopg9A +vd1CiejSBkCTjw8wnSEQQPiVkXD08QhAq0KpbbNqEEBsk2Azxi4LQCyTGthZ +shBAYCBYjj+gDUAnaxVkFgARQMwfdA9ySBBAg+uOIqBIEUBj/5rHgMsRQNFn +q5SZmRFAL++xNeOlE0Dwt3AR + "]]}}}, AspectRatio -> 1, Axes -> + False, Background -> GrayLevel[0.93], Frame -> True, + FrameStyle -> Directive[ + GrayLevel[0.7], + Thickness[Tiny]], FrameTicks -> None, + ImageSize -> {Automatic, + Dynamic[ + 3.5 (CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification])]}, PlotRange -> {{0, 5}, {0, 5}}], + GridBox[{{ + RowBox[{ + TagBox["\"Domain: \"", "SummaryItemAnnotation"], + "\[InvisibleSpace]", + TagBox[ + RowBox[{"{", + RowBox[{"{", + RowBox[{ + RowBox[{"-", "1.`"}], ",", "1.`"}], "}"}], "}"}], + "SummaryItem"]}]}, { + RowBox[{ + TagBox["\"Output: \"", "SummaryItemAnnotation"], + "\[InvisibleSpace]", + TagBox["\"scalar\"", "SummaryItem"]}]}}, + GridBoxAlignment -> { + "Columns" -> {{Left}}, "Rows" -> {{Automatic}}}, AutoDelete -> + False, GridBoxItemSize -> { + "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, + GridBoxSpacings -> { + "Columns" -> {{2}}, "Rows" -> {{Automatic}}}, + BaseStyle -> { + ShowStringCharacters -> False, NumberMarks -> False, + PrintPrecision -> 3, ShowSyntaxStyles -> False}]}}, + GridBoxAlignment -> {"Rows" -> {{Top}}}, AutoDelete -> False, + GridBoxItemSize -> { + "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, + BaselinePosition -> {1, 1}], True -> GridBox[{{ + PaneBox[ + ButtonBox[ + DynamicBox[ + FEPrivate`FrontEndResource[ + "FEBitmaps", "SquareMinusIconMedium"]], + ButtonFunction :> (Typeset`open$$ = False), Appearance -> + None, Evaluator -> Automatic, Method -> "Preemptive"], + Alignment -> {Center, Center}, ImageSize -> + Dynamic[{ + Automatic, + 3.5 (CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification])}]], + GraphicsBox[{{ + GrayLevel[0.6], + AbsolutePointSize[5], + PointBox[{1, 1}], + PointBox[{2, 4}], + PointBox[{3, 2}], + PointBox[{4, 3}]}, {{}, {}, { + AbsoluteThickness[1], + Opacity[1.], + LineBox[CompressedData[" +1:eJwBMQPO/CFib1JlAgAAADIAAAACAAAA4ScLwZmZ6T/ACPskWpOYv4AjHgZ5 +3Os/cnpQh5xu1j/qWn1XCVDuP5K7ih5ptuc/r+pongFN8D/CUK87BHLxP46d +cUQ/bPE/ujUa8/qu9j9TbqBw1aPyP/TWyyAhFfw/neDJZqDG8z+QAqdF9GsA +QM1wGePDAfU/VsVD/9nXAkCidscSKDf2P6Bp73exDQVA/B1wDMFX9z+TpM3k +wfUGQDzjPoyykPg/7M3Z+O7ZCEABSgjW2LT5P3pl9LwNcgpAbCYw0z/T+j86 +ypori9cLQL0gflb/Cfw/lpOs9xIqDUCTvMaj8yv9Pw4alcoYNg5AT3Y1d0Bm +/j+pB2LLtyIPQLClAv7Nmv8/NnA5bbjSD0BLO2UnSF0AQFrcILXmpw9AsTLc +klX5AED+sDHBQukOQNp6UGP9igFAbZ+lR/sLDkD10dd20SgCQNHi3Mj38wxA +42MO5MXDAkAZdr6AZb8LQJRGQrZUVANArv7zEMKHCkA4OInLD/EDQLBlMO3M +IglAnnrNRWWDBEA3d8OX6skHQNf3wBnbEgVAD3D3ndNyBkADhMcwfa4FQHOK +7Wak/wRA8WDLrLk/BkC/MhCgYawDQNJM4msi3QZAwss/TmVLAkCGc6iEq3cH +QIsIg92+BgFA/OprAs8HCECrPCvgePD/P2VxQsMepAhAKXVLE0Xg/j+RSBbp +CDYJQPRz0a7WJ/4/kFqZaBPFCUDN4sX5uLj9P4J7LytKYApAvh1MbRmT/T82 +7cJSG/EKQHzT1YZwwv0/3W1pvRiOC0B2LZ/10lT+P0c/DY2wIAxAVrX8MJA7 +/z+DS2C2aLAMQElWzbMzPQBAsmbGIk1MDUCi9bAadCABQKTSKfTL3Q1AYexd +q+EpAkCJTaAId3sOQFyS/ndEhgNAQAPGdkIWD0BHWcLdahwFQLoJ6Umopg9A +vd1CiejSBkCTjw8wnSEQQPiVkXD08QhAq0KpbbNqEEBsk2Azxi4LQCyTGthZ +shBAYCBYjj+gDUAnaxVkFgARQMwfdA9ySBBAg+uOIqBIEUBj/5rHgMsRQNFn +q5SZmRFAL++xNeOlE0Dwt3AR + "]]}}}, AspectRatio -> 1, Axes -> + False, Background -> GrayLevel[0.93], Frame -> True, + FrameStyle -> Directive[ + GrayLevel[0.7], + Thickness[Tiny]], FrameTicks -> None, + ImageSize -> {Automatic, + Dynamic[ + 3.5 (CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification])]}, PlotRange -> {{0, 5}, {0, 5}}], + GridBox[{{ + RowBox[{ + TagBox["\"Domain: \"", "SummaryItemAnnotation"], + "\[InvisibleSpace]", + TagBox[ + RowBox[{"{", + RowBox[{"{", + RowBox[{ + RowBox[{"-", "1.`"}], ",", "1.`"}], "}"}], "}"}], + "SummaryItem"]}]}, { + RowBox[{ + TagBox["\"Output: \"", "SummaryItemAnnotation"], + "\[InvisibleSpace]", + TagBox["\"scalar\"", "SummaryItem"]}]}, { + RowBox[{ + TagBox["\"Order: \"", "SummaryItemAnnotation"], + "\[InvisibleSpace]", + TagBox["1", "SummaryItem"]}]}, { + RowBox[{ + TagBox["\"Method: \"", "SummaryItemAnnotation"], + "\[InvisibleSpace]", + TagBox["\"Hermite\"", "SummaryItem"]}]}, { + RowBox[{ + TagBox["\"Periodic: \"", "SummaryItemAnnotation"], + "\[InvisibleSpace]", + TagBox["False", "SummaryItem"]}]}}, + GridBoxAlignment -> { + "Columns" -> {{Left}}, "Rows" -> {{Automatic}}}, AutoDelete -> + False, GridBoxItemSize -> { + "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, + GridBoxSpacings -> { + "Columns" -> {{2}}, "Rows" -> {{Automatic}}}, + BaseStyle -> { + ShowStringCharacters -> False, NumberMarks -> False, + PrintPrecision -> 3, ShowSyntaxStyles -> False}]}}, + GridBoxAlignment -> {"Rows" -> {{Top}}}, AutoDelete -> False, + GridBoxItemSize -> { + "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, + BaselinePosition -> {1, 1}]}, + Dynamic[Typeset`open$$], ImageSize -> Automatic]}, + "SummaryPanel"], + DynamicModuleValues:>{}], "]"}], + InterpolatingFunction[{{-1., 1.}}, { + 5, 15, 0, {2001}, {2}, 0, 0, 0, 0, Automatic, {}, {}, + False}, CompressedData[" +1:eJw12wu8XFV1x/FIKVJLKbXUUktttNRSn2hRUdF/rKigqFGopZbalKKllGpq +qaWW2qCoqFSjoqKghvdTDBAgQGDdvN/Jfd+ZO487jzPnnDnnzDlRUVHBNrPX +r/fz4cMnyeQ89l7ftfdes/L8Cz7y3g8esWzZsmcc/m/qmcv4OWQv/uxz6gd+ +Wtn7jn3pfd+uKrvia2/+wiVJZXef+P4LX79U2cJNq9/wrIXKjggfrGz8qdt2 +VHbeazfs+tjjlX1qYs8Nb3mwsnve1v348fdUdvhi5/RvqexIv6C9vHXSUVd8 +rbLx1d79P5V9On/Pxud9urL1H73oy6PLK2v87BMXb7q0sqPCjSt7xdHjO1d2 +/pe2/Pjk8ysLj3dOZeG276gsXO7NlYWPvb6yPws/lX3gkbOOOeLFlX3uTasG +ky+obPx0331uZYdv+o0PP7uyZ4UXqexV4YOVjT/V+Flph1/2F3f8oLQHf/T0 +7GXD0sZv8bZuaceEFy7tNeGCpV1w3PiNSxtf7VMTpR1+icNvUlr/luu2LV9f +Wnjb20oLw/Ld0sLrfqO08BpfKi083mdLC7f9RGnhch8rLXzsw6V9KPyUdnhQ +9KoPlLbp0q+ecOT7Shs/3fQ7S3t2GOjS3hBepLSLwgdLG3/q2JeWdvhlDw91 +acMXjkewtOPDhJS2IrxwaReHC5b29fH0/mJkYdp+NLJiPB35yMIw90f252Fg +RhaGZXpk145fd8/IwmtsGVk5frxHRhZue9/IzggDOLKPhAcc2be+Of4Z2fbl +YYbt0OFZe83nRvb7IRBG9tYw0CP7l/AiI7t+2/iDI9v5jvFIj+yH0+88PNQj ++4MQMCM7M0zIyP41vPDIvjMOg9eMbPd4el8+sifG0/bCkf1hCKyRvT1M3Mj+ +LQzMyNaNh+Woke0dv+7Thf1k/Bo/Luz54fEKOztMcGH/HgawsBvHH5stbP++ +8U9hT54znuHC/igEamHvCoFQ2H+EgS7s5jGPmwo7OA776wr7+Ticv1rYH4eA +LmxlCJjC/jNMSGG3jsPlo4VNjcPg4sKeGk/vBYX9SQj8wt4bAquw/xoP81mF +3T4evjcVNjMeltcW9svx676isD8NQAo7NwRgYf8dJriwO8eXO66wufHHji7M +nRc4z3Ge4zzHeY7zHOc5znOc5zjPcZ7jPMd5jvMc5znOc5znOM9xnuM8x3mO +8xznOc5znOc4z3Ge4zzHeY7zHOc5znOcZzjPcJ7hPMN5hvMM5xnOM5xnOM9w +nuE8w3mG8wznGc4znGc4z3Ce4TzDeWZpcJ7hPLM3hhfJcJ7ZNQFchvPMsuA8 +w3mG8wznGc6HOB/ifIjzIc6HOB/ifIjzIc6HOB/ifGjhYzcMcT60wPfLQ5wP +LXC7YojzoQUeq4c4H1oI51VDnA8thN+7hzgf4nyI8yHOhzgf4nyI8yHOhzgf +4jzFeYrzFOcpzlOcpzhPcZ7iPMV5ivMU5ynOU5ynOE9xnuI8xXmK8xTnKc5T +nKc4T3Ge4jzFeYrzFOcpzlOcpzhPcZ7iPMF5gvME5wnOE5wnOE9wnuA8wXmC +8wTnCc4TnCc4T3Ce4DzBeYLzBOcJzhOcJzhPcJ7gPMF5gvME5wnOE5wnOE9w +HuM8xnmM8xjnMc5jnMc4j3EeWxScxziP7XXhxjHOY1sbgMQ4jy0OzmOcx3Z6 +eMAY57F9JTiPcR7jPMZ5jPMY5zHOY5zHOI9xHuM8xnmM8wHOBzgf4HyA8wHO +Bzgf4HyA8wHOBzgf4HyA8wHOBzgf4HyA8wHOBzgf4HyA8wHOBzgfWAgXDXA+ +sDC9Lx/gfGBhOp43wPnAwvAdO8D5wMLrPh3hPDLfbkQ4jyxcrhXhPLLAfF+E +88gCy00RziOcRziPcB7hPMJ5hPMI5xHOI5xHOI9wHuE8wnmE8wjnEc4jnEc4 +j3Ae4TzCeYTzCOd9nPdx3sd5H+d9nPdx3sd5H+d9nPdx3sd5H+d9nPdx3sd5 +H+d9nPdx3sd5H+d9nPdx3sd5H+d9nPdx3sd5H+d9nPdx3sd5D+c9nPdw3sN5 +D+c9nPdw3sN5j/W8h/Mezns47+G8h/Mezns47+G8h/Mezns47+G8h/Mezns4 +7+G8h/Mezns47+G8h/Mezrs47+K8i/Muzrs47+K8i/Muzrs47+K8i/Muzrs4 +7+K8i/Muzrs47+K8i/Muzrs47+K8i/Muzrs47+K8i/Muzrs47+K8i/MOzjs4 +7+C8g/MOzjs47+C8g/MOzjsWGN3dwXkH5x2cd3DewXkH5x2cd3DewXkH5x2c +d3DewXkH5x2cd3DewXkH5x2cd3DewXkH30u4XsLzEo6X8LuE2yW8LuF0CZ9L +uFzC4xIOl/C3hLslvC3hrI2vNq7aeGrjqI2fNm7aeGnjpI2PNi7aeGjjoE38 +t4n7NvHeJs5bxHeLuG4Rzy3iuEX8tojbFvHaIk5bxGeLuGwRjy3isEX8tYi7 +FvHWJM6axFeTuGoST03iqGkhbV7XtJDevtC0EPUfb1pIFxc3LbB+f9MCv7Oa +Fpi8tmkhnE9uWgi7E5oWwuPopr0oJM6GrQn5vGHzIY837CVh4hr2yTAwDauF +GzfsZSGxNuzKkJ8bthjycsNOCRPcsM+EAWxYMzxgw14Z8m7Drgr5tmHtkGcb +9uoQCA27Ogz0ovXCiyzaaSGPLtoXQ/5cZH+0SL5cJE8ukh8XyYuL5MNF8uAi ++W+RvLdIvlskzy2S3+rktTr5rE4eq5O/6uStOvmqTp6qk5/q5KU6+ahOHqqT +f+rknTr5pk6eqZNfauSVGvmkRh6pkT9q5I0a+aJGnqiRH2rkhRr5oEYeqOG/ +hvsa3ms4r+F8AecLOF/A+QLOF3C+gPMFnC/gfAHnCzhfwPkCzhdwvoDzBZzP +43we5/M4n8f5PM7ncT6P83mcz+N8HufzOJ/H+TzO53E+j/N5nM/hfA7nczif +w/kczudwPofzOZzP4XwO53M4n8P5HM7ncD6H81mcz+J8FuezOJ/F+SzOZ3E+ +i/NZnM/ifBbnszifxfkszmdxPovzGZzP4HwG5zM4n8H5DM5ncD6D8xmcz+B8 +BuczOJ/B+QzOZ+zUEAgz9nkfaJxP43wa59M4n8b5NM6ncT6N82mcT+N8GufT +OJ/G+TTOp3E+hfMpnE/hfArnUzifwvkUzqdwPoXzKZxP4XwK51M4n8L5FM6n +cD6J80mcT+J8EueTOJ/E+STOJ3E+ifNJnE/ifBLnkzifxPkkzifxfRDXB/F8 +EMcH8XsQtwfxehCnB/B5AJcH8HgAhwfwdwB3B/B2AGf78bUfV/vxtB9H+/Gz +Hzf78bIfJ/vwsQ8X+/CwDwf7iP99xP0+4n0fcb6X+N5LXO8lnvcSx3uJ373E +7V7ida91QpzusatDfO6x08LA7LEo3HiPrQ1xuMdOD/G3x9IQd3vsmhBvu21F +GMDdVoQH3G3XhrjabWeEeNpth0Ic7bbrQ/zstjPDQO+2J8KL7LJ1IU522dme +GO3JEBe77OYQD7tsZZiQXfZUeOFddnuY9112bkicO21ZmLaddnfI4zvtvDBx +O+3IkLd32vqQr3fa+SGx7rSjQ37eaRtCXt5hq8Jtd9gxfpCzjSH/7rALQ97d +YceFfLvDNoU8u8MuCoGww44PeXW7TYR8ut0uCXl0u50Q8ud22xby5na7NATM +dlse8uR22xfy4za7LOTFbXZSyIfbbDLkwW12eQisbXZyyHvbbDbku222JuS5 +bfaSkN+2Wi3kta12ZQjArXZKyGNbrRny11a7KuStrXZqyFdbrRPy1Fb2IVvI +S1vIR1vIQ1vIP1vIO1vIN1vIM1vIL5vJK5vJJ5vJI5vJH5vJG5vJF5vJE5vJ +DxPkhQnywQR5YAL/E7ifwPsEzifwbbg2PBuOH8fv47h9HK+P4/QxfD6Gy8fw ++BgON+FvE+424W0Tzh7F16O4ehRPj+LoEfw8gptH8PIITh7Gx8O4eBgPD+Ng +I/G/kbjfSLxvJM4fIr4fIq4fIp4fIo4fJH4fJG4fJF4fJE4fID4fsNVhYB6w +XSEeN9jy8Lob7LIQfxtsMsTdBjs5xNv9tiZc7n6rhfi6304JcXW/XRXi6T7r +hDi6z04L8XOfrfWBtjTEy722IsTJvXZtiI977VCIi3vtzBAP621dmJD19mSY +//W20gsJtjJM4/dtWZjn79v6MCz32Kowr/fYceE237OJMI/fs9Vh/u625WHe +7rbJMF932ZowT3fZKWF+7rROmJc7bW2YjztsRZiHO+xQGP/bbV0Y99ttZRjv +22xZGOfbbH0Y31ttVRjXW+24MJ632EQYx5ttdRi/m+2UMG43WSeM1022NozT +jbYijM+NdiiMyw22LozHDbYyjMM6WxYWtnW2yr8IsYnwvt+x5b6g2Zrwftdb +xzdOtiJ87Fu2LrzHN21ZOPhea6t8AbOJ8Lxft+VeeLI14fmu4bm+yvN8hef4 +Mvdfy32/yP2u5j6f5/pXcd3PcL0ruc4n+ftr+HuX8/nL+Nyl/Plqfv8ifr2K +/6+0//8GnV9r2V3hz8Xntcb/vrie1vj1xf20wu8vnkcT/nziebXCn1+8jyb8 +/cT7arm/vxgPrfLxEeOldT5+YjzV8fEV463lPv5iPrTc50fMl1b5/In51Dqf +XzHfOhTif52IB631+BDxolM8fkQ8adLjS8SbiD9NejyK+NRqj1cRvzrO41nE +t9Z7vIv410r3IHzokHsRfrTWPQlfOsW9CX+adI/Cp1a7V+FXx7ln4VvnuXfh +X7d7PhD5QU96vhD5Q2d6PhH5Rdd6vhH5R6nnI5GfdJrnK5G/dJXnM5HfVPN8 +J/KfTvZ8KPKjLvN8KfKndnk+FflVJ3i+FflXF3k+FvlZGz1fi/ytoz2fi/yu +8zzfi/yv2309EOuDnvT1QqwfOtPXE7G+6Fpfb8T6o9TXI7E+6TRfr8T6pat8 +PRPrm2q+3on1Tyf7eijWR13m66VYP7XL11OxvuoEX2/F+quLfD0W67M2+not +lmUd6eu5WN91t6/3Yv3Xub4fEPsDPeX7BbF/0M2+nxD7C53t+w2x/9ATvh8R ++xNd7/sVsX/RGb6fEfsbFb7fEfsfXeP7IbE/0um+XxL7J0W+nxL7K13t+y2x +/9Kpvh8T+zPN+n5N7N90ue/nxP5OJ/l+T+z/tM/3g2J/qEt9vyj2jzrR95Ni +fyn2mzrR959iP6ptvj8V+1Vd4vtXsZ/V8b6/FftdbfL9r9gP60LfH4v9so7x +/bPYT2uD76/Fflvn+/5b7Md1pO/PxX5dd/v+Xeznda7v78V+X0/5/l+cB3Sz +nw/EeUFn+/lBnCf0hJ8vxHlD1/v5Q5xHdIafT8R5RYWfX8R5Rtf4+Uacd3S6 +n3/EeUiRn4/EeUlX+/lJnKd0qp+vxHlLTT9/ifOYrvTzmTiv6SV+fhPnOc36 ++U6c93S5n//EeVAn+flQnBe1z8+P4jypS/18Kc6bOtHPn+I8qm1+PhXnVV3i +51dxntXxfr4V511t8vOvOA/rQj8fi/OyjvHzszhPa4Ofr8V5W+f7+Vucx3WE +n8/FeV3v8/O7OM/rTj/fi/O+funnf1EP0Hu9PiDqBbrV6weinqCfe31B1Bv0 +Lq8/iHqEbvT6hKhX6CdevxD1DL3d6xui3qHveP1D1EP0Q6+PiHqJ3ur1E1FP +0be8viLqLSq9/iLqMXqj12dEvUZf8fqNqOco9vqOqPfodV7/EfUgfdHrQ6Je +pJ7Xj0Q9Sa/2+pKoN4n6k7zuPCPqU/q816tE/Uptr2eJ+pZe6fUuUf/SZ7we +JupjWvR6maif6WVeTxP1NX3S622i/qZ5r8eJ+pxe5PU6Ub/TJ7yeJ+p7mvZ6 +n6j/6YVeDxT1QX3c64WifqgDXk8U9UW9wOuNov6oj3k9UtQntcfrlaJ+qed5 +PVPUN/VRr3eK+qd2eD1U1Ef1XK+XivqpPuz1VFFf1Ravt4r6q57j9VhRn9XF +Xq8V9Vs97vVcUd/Vs73eK+q/+pDXg0V9WI94vVjUj3Ws15NFfVkXeL1Z1J/1 +oNejRX1az/J6tahf6wNezxb1bd3n9W5R/9ZRXg8X9XG93+vlon6ue7yeLurr +OK/hvIbzGs5rOK/hvIbzGs5rOK/hvIbzGs5rOK/hvIbzGs5rOK/jvI7zOs7r +OK/jvI7zOs7rOK/jvI7zOs7rOK/jvI7zOs4P/75/34LzRZwv4nwR54s4X8T5 +Is4Xcb6I80WcL+J8EeeLOF/E+SLOGzhv4LyB8wbOGzhv4LyB8wbOGzhv4LyB +8wbOGzhv4LyB8wbOmzhv4ryJ8ybOmzhv4ryJ8ybOmzhv4ryJ8ybOmzhv4ryJ +8ybOWzhv4byF8xbOWzhv4byF8xbOWzhv4byF8xbOWzhv4byF8zbO2zhv47yN +8zbO2zhv47yN8zbO2zhv47yN8zbO2zhv47yN8yWcL+F8CedLOF/C+RLOl3C+ +hPMlnC/hfAnnSzhfwvkSzpf0DP/+XHyfrrv8+3Xxfbv+wr9/F9/H63/9+3nx +fb3u8O/vxff5Ose/3xff9+tp//5f9APoNu8PEP0Ceo/3D4h+Av3C+wtEv4Fu +8f4Ded9RR+/2/gR5/2FHP/P+BXl/Ykc3eX+DvH+xo3d6/4O8v7Gjn3p/hLz/ +saMbvH9C3h/Z1Tu8v0LeP9nVj73/Qt5f2dW3vT9D3n/Z1du8f0Peh93VD7y/ +Q96n3dV13v8h7+Pu6i3eHyLv8+6q8v4ReR94V15m6Mr7xLt6s/ef6Pe8H0V+ +LOxqq/eryLe1Xf2z97PI00VXv+v9LvL24q42ez+Mvub9Mfon75eRvH9Gv+P9 +NPK++J7M+23kffM9/aP348j76nv6be/Xkffd9/SY9/PI+3V7+gfv95H38/b0 +W94PJO/37elR7xeS9wP39EHvJ5KXTXr6Te83Ev1Hetj7kUR/kv7e+5VE/5J+ +w/uZRH+THvJ+J9H/pL/zfijRH6Vf934p0T+lB7yfSvRX6W+930r0X+nXvB9L +9Gfpfu/XEv1b+hvv5xL9XXqm93uJ/i/d6/1goj9Mf+39YqJ/TL/q/WSiv0zf +934z0X+mv/J+NNGfpl/xfjXRv6bveT+b6G/TX3q/m+h/w3mE8wjnEc4jnEc4 +j3Ae4TzCeYTzCOcRziOcRziPcB7hPMJ5hPMI5xHOI5xHOI9wHuE8wnmE8wjn +Ec4jnEc4j3Ae4TzC+QDnA5wPcD7A+QDnA33X+y1xPtBZ3o+J8wHOBzgf4HyA +8wHOBzgf4HyA8wHOBzgf4HyA8wHOBzgf4HyA8wHOBzgf4HyA8wHOBziPcR7j +PMZ5jPMY5zHOY5zHOI9xHuM8xnmM8xjnMc5jnMc4j3Ee4zzGeYzzGOcxzmOc +xziPcR7jPMZ5jPMY5zHOY5wnOE9wnuA8wXmC8wTnCc4TnCc4T3Ce4DzBeYLz +BOcJzhOcJzhPcJ7gPMF5gvME5wnOE5wnOE9wnuA8wXmC8wTnCc5TnKc4T3Ge +4jzFeYrzFOcpzlOcpzhPcZ7iPMV5ivMU5ynOU5ynOE9xnuI8xXmK8xTnKc5T +nKc4T3Ge4jzFeYrzFOcpzoc4H+J8iPMhzoc4H+J8iPMhzoc4H+pH/u8vcD7E ++RDnQ5wPcT7E+RDnQ5wPcT7E+RDnQ5wPcT7E+RDnQ5wPcT7E+RDnQ5wPcZ7h +PMN5hvMM5xnOM5xnOM9wnuE8w3mG8wznGc4znGc4z3Ce4TzDeYbzDOcZzjOc +ZzjPcJ7hPMN5hvMM5xnOM5xnOM9xnuM8x3mO8xznOc5znOc4z3Ge4zzHeY7z +HOc5znOc5zjPcZ7jPMd5jvMc5znOc5znOM9xnuM8x3mO8xznOc5znBc4L3Be +4LzAeYHzAucFzgucFzgvcF7gvMB5gfMC5wXOC5wXOC9wXuC8wHmB8wLnBc4L +nBc4L3Be4LzAeYHzAucFzgucj3A+wvkI5yOcj3A+wvkI5yOcj3A+wvkI5yN9 +2/+9Jc5HOB/hfITzEc5HOB/hfITzEc5HOB/hfITzEc5HOB/hfITzEc5HOB/h +vMR5ifMS5yXOS5yXOC9xXuK8xHmJ8xLnJc5LnJc4L3Fe4rzEeYnzEuclzkuc +lzgvcV7ivMR5ifMS5yXOS5yXOC9xXuG8wnmF8wrnFc4rnFc4r3Be4bzCeYXz +CucVziucVzivcF7hvMJ5hfMK5xXOK5xXOK9wXuG8wnmF8wrnFc4rnFfi35/r +/wAod6QK + "], {Developer`PackedArrayForm, CompressedData[" +1:eJwd2VMMIEyvANB/bdu2bdu2bdu2bdu2bdu27W/v2dvkJE36PDOdNkHDdhXb +Bvjf//53Mdj//j/+5QEJRGCCEJR/5eCEICShCE0YwhKO8EQgIpGITBSiEo3o +xCAmsYhNHOISj/gkICGJSEwSkpKM5KQgJalITRrSko70ZCAjmchMFrKSjezk +ICe5yE0e8pKP/BSgIIUoTBGKUozilKAkpShNGcpSjvJUoCKVqEwVqlKN6tSg +JrWoTR3qUo/6NKAhjWhME5rSjOa0oCWtaE0b2tKO9nSgI53oTBe60o3u9KAn +vehNH/rSj/4MYCCDGMwQhjKM4YxgJKMYzRjGMo7xTGAik5jMFKYyjenMYCaz +mM0c5jKP+SxgIYtYzBKWsozlrGAlq1jNGtayjvVsYCOb2MwWtrKN7exgJ7vY +zR72so/9HOAghzjMEY5yjOOc4CSnOM0ZznKO81zgIpe4zBWuco3r3OAmt7jN +He5yj/s84CGPeMwTnvKM57zgJa94zRve8o73fOAjn/jMF77yje/84Ce/+M0f +/uMv/w5/AAISiMAEISjBCE4IQhKK0IQhLOEITwQiEonIRCEq0YhODGISi9jE +IS7xiE8CEpKIxCQhKclITgpSkorUpCEt6UhPBjKSicxkISvZyE4OcpKL3OQh +L/nITwEKUojCFKEoxShOCUpSitKUoSzlKE8FKlKJylShKtWoTg1qUova1KEu +9ahPAxrSiMY0oSnNaE4LWtKK1rTh3wXejvZ0oCOd6EwXutKN7vSgJ73oTR/6 +0o/+DGAggxjMEIYyjOGMYCSjGM0YxjKO8UxgIpOYzBSmMo3pzGAms5jNHOYy +j/ksYCGLWMwSlrKM5axgJatYzRrWso71bGAjm9jMFrayje3sYCe72M0e9rKP +/RzgIIc4zBGOcozjnOAkpzjNGc5yjvNc4CKXuMwVrnKN69zgJre4zR3uco/7 +POAhj3jME57yjOe84CWveM0b3vKO93zgI5/4zBe+8o3v/OAnv/jNH/7jL/8e +/gAEJBCBCUJQghGcEIQkFKEJQ1jCEZ4IRCQSkYlCVKIRnRjEJBaxiUNc4hGf +BCQkEYlJQlKSkZwUpCQVqUlDWtKRngxkJBOZyUJWspGdHOQkF7nJQ17ykZ8C +FKQQhSlCUYpRnBKUpBSlKUNZylGeClSkEpWpQlWqUZ0a1KQWtalDXepRnwY0 +pBGNaUJTmtGcFrSkFa1pQ1va0Z4OdKQTnelCV7rRnR70pBe96UNf+tGfAQxk +EIMZwlCGMZwRjGQUoxnDWMYxnglMZBKTmcJUpjGdGcxkFrOZw1zmMZ8FLGQR +i1nCUpaxnBWsZBWrWcNa1rGeDWxkE5vZwla2sZ0d7GQXu9nDXvaxnwMc5BCH +OcJRjnGcE5zkFKc5w1nOcZ4LXOQSl7nCVa5xnRvc5Ba3ucNd7nGfBzzkEY95 +wlOe8ZwXvOQVr3nDW97xng985BOf+cJXvvGdH/zkF7/5w3/85V/TH4CABCIw +QQhKMIITgpCEIjRhCEs4whOBiEQiMlGISjSiE4OYxCI2cYhLPOKTgIQkIjFJ +SEoykpOClKQiNWlISzrSk4GMZCIzWchKNrKTg5zkIjd5yEs+8lOAghSiMEUo +SjGKU4KSlKI0ZShLOcpTgYpUojJVqEo1qlODmtSiNnWoSz3q04CGNKIxTWhK +M5rTgpa0ojVtaEs72tOBjnSiM13oSje604Oe9KI3fehLP/ozgIEMYjBDGMow +hjOCkYxiNGMYyzjGM4GJTGIyU5jKNKYzg5nMYjZzmMs85rOAhSxiMUtYyjKW +s4KVrGI1a1jLOtazgY1sYjNb2Mo2trODnexiN3vYyz72c4CDHOIwRzjKMY5z +gpOc4jRnOMs5znOBi1ziMle4yjWuc4Ob3OI2d7jLPe7zgIc84jFPeMoznvOC +l7ziNW94yzve84GPfOIzX/jKN77zg5/84jd/+I+//PvwByAggQhMEIISjOCE +ICShCE0YwhKO8EQgIpGITBSiEo3oxCAmsYhNHOISj/gkICGJSEwSkpKM5KQg +JalITRrSko70ZCAjmchMFrKSjezkICe5yE0e8pKP/BSgIIUoTBGKUozilKAk +pShNGcpSjvJUoCKVqEwVqlKN6tSgJrWoTR3qUo/6NKAhjWhME5rSjOa0oCWt +aE0b2tKO9nSgI53oTBe60o3u9KAnvehNH/rSj/4MYCCDGMwQhjKM4YxgJKMY +zRjGMo7xTGAik5jMFKYyjenMYCazmM0c5jKP+SxgIYtYzBKWsozlrGAlq1jN +GtayjvVsYCOb2MwWtrKN7exgJ7vYzR72so/9HOAghzjMEY5yjOOc4CSnOM0Z +znKO81zgIpe4zBWuco3r3OAmt7jNHe5yj/s84CGPeMwTnvKM57zgJa94zRve +8o73fOAjn/jMF77yje/84Ce/+M0f/uMv/4Z9AQhIIAIThKAEIzghCEkoQhOG +sIQjPBGISCQiE4WoRCM6MYhJLGITh7jEIz4JSEgiEpOEpCQjOSlISSpSk4a0 +pCM9GchIJjKThaxkIzs5yEkucpOHvOQjPwUoSCEKU4SiFKM4JShJKUpThrKU +ozwVqEglKlOFqlSjOjWoSS1qU4e61KM+DWhIIxrThKY0ozktaEkrWtOGtrSj +PR3oSCc604WudKM7PehJL3rTh770oz8DGMggBjOEoQxjOCMYyShGM4axjGM8 +E5jIJCYzhalMYzozmMksZjOHucxjPgtYyCIWs4SlLGM5K1jJKlazhrWsYz0b +2MgmNrOFrWxjOzvYyS52s4e97GM/BzjIIQ5zhKMc4zgnOMkpTnOGs5zjPBe4 +yCUuc4WrXOM6N7jJLW5zh7vc4z4PeMgjHvOEpzzjOS94ySte84a3vOM9H/jI +Jz7zha984zs/+MkvfvOH//jLv0F/AAISiMAEISjBCE4IQhKK0IQhLOEITwQi +EonIRCEq0YhODGISi9jEIS7xiE8CEpKIxCQhKclITgpSkorUpCEt6UhPBjKS +icxkISvZyE4OcpKL3OQhL/nITwEKUojCFKEoxShOCUpSitKUoSzlKE8FKlKJ +ylShKtWoTg1qUova1KEu9ahPAxrSiMY0oSnNaE4LWtKK1rShLe1oTwc60onO +dKEr3ehOD3rSi970oS/96M8ABjKIwQxhKMMYzghGMorRjGEs4xjPBCYyiclM +YSrTmM4MZjKL2cxhLvOYzwIWsojFLGEpy1jOClayitWsYS3rWM8GNrKJzWxh +K9vYzg52sovd7GEv+9jPAQ5yiMMc4SjHOM4JTnKK05zhLOc4zwUuconLXOEq +17jODW5yi9vc4S73uM8DHvKIxzzhKc94zgte8orXvOEt73jPBz7yic984Svf ++M4PfvKL3/zhP/7yb8kXgIAEIjBBCEowghOCkIQiNGEISzjCE4GIRCIyUYhK +NKITg5jEIjZxiEs84pOAhCQiMUlISjKSk4KUpCI1aUhLOtKTgYxkIjNZyEo2 +spODnOQiN3nISz7yU4CCFKIwRShKMYpTgpKUojRlKEs5ylOBilSiMlWoSjWq +U4Oa1KI2dahLPerTgIY0ojFNaEozmtOClrSiNW1oSzva04GOdKIzXehKN7rT +g570ojd96Es/+jOAgQxiMEMYyjCGM4KRjGI0YxjLOMYzgYlMYjJTmMo0pjOD +mcxiNnOYyzzms4CFLGIxS1jKMpazgpWsYjVrWMs61rOBjWxiM1vYyja2s4Od +7GI3e9jLPvZzgIMc4jBHOMoxjnOCk5ziNGc4yznOc4H/AywZ77E= + "], { + Complex[0., 0.], + Complex[6.878579414571214*^-7, 3.891800124666593*^-8], + Complex[2.752112349855369*^-6, 1.5560911357367526`*^-7], + Complex[6.193784542081835*^-6, 3.499788909218787*^-7], + Complex[0.000011013896423048626`, 6.219327418843559*^-7], + Complex[0.000017213470485979592`, 9.713759295877485*^-7], + Complex[0.000024793529812697235`, 1.3982135715735152`*^-6], + Complex[0.000033755098073909695`, 1.9023506396791105`*^-6], + Complex[0.0000440991995294979, 2.4836919599190877`*^-6], + Complex[0.0000558268590288028, 3.14214221236612*^-6], + Complex[0.00006893910201091279, 3.877605931031952*^-6], + Complex[0.00008343695450495123, 4.689987503748262*^-6], + Complex[0.00009932144313036403, 5.579191172047465*^-6], + Complex[0.00011659359509720757`, 6.545121031043417*^-6], + Complex[0.0001352544382064364, 7.587681029312058*^-6], + Complex[0.00015530500085019145`, 8.706774968771973*^-6], + Complex[0.00017674631201208813`, 9.902306504564873*^-6], + Complex[0.00019957940126750443`, 0.00001117417914493599], + Complex[0.00022380529878386984`, 0.000012522296251114428`], + Complex[0.0002494250353209533, 0.000013946561037193389`], + Complex[0.0002764396422311523, 0.000015446876570010355`], + Complex[0.00030485015145978125`, 0.000017023145769027182`], + Complex[0.0003346575955453612, 0.000018675271406210118`], + Complex[0.00036586300761990803`, 0.00002040315610590974], + Complex[0.0003984674214092219, 0.00002220670234474081], + Complex[0.000432471871233177, 0.00002408581245146206], + Complex[0.0004678773920060103, 0.000026040388606855914`], + Complex[0.0005046850192366119, 0.00002807033284360807], + Complex[0.0005428957890288138, 0.000030175547046187095`], + Complex[0.0005825107380816808, 0.0000323559329507239], + Complex[0.0006235309036897996, 0.00003461139214489106], + Complex[0.0006659573237435693, 0.000036941826067782237`], + Complex[0.0007097910367294916, 0.00003934713600979132], + Complex[0.0007550330817304607, 0.00004182722311249161], + Complex[0.0008016844984260548, 0.000044381988368514975`], + Complex[0.0008497463270928256, 0.000047011332621430705`], + Complex[0.0008992196086045892, 0.000049715156565624554`], + Complex[0.0009501053844327185, 0.00005249336074617759], + Complex[0.001002404696646432, 0.000055345845558744854`], + Complex[0.0010561185879130852`, 0.000058272511249434084`], + Complex[0.0011112481014984646`, 0.00006127325791468448], + Complex[0.001167794281267075, 0.00006434798550114496], + Complex[0.0012257581716824343`, 0.00006749659380555284], + Complex[0.0012851408178073634`, 0.0000707189824746121], + Complex[0.001345943265304279, 0.00007401505100487169], + Complex[0.0014081665604354842`, 0.00007738469874260379], + Complex[0.0014718117500634618`, 0.00008082782488368184], + Complex[0.0015368798816511662`, 0.00008434432847345874], + Complex[0.0016033720032623143`, 0.00008793410840664473], + Complex[0.0016712891635616812`, 0.00009159706342718534], + Complex[0.0017406324118153882`, 0.00009533309212813909], + Complex[0.0018114027978912007`, 0.00009914209295155549], + Complex[0.0018836013722588149`, 0.00010302396418835236`], + Complex[0.001957229185990157, 0.00010697860397819374`], + Complex[0.002032287290759673, 0.00011100591030936719`], + Complex[0.00210877673884462, 0.00011510578101866118`], + Complex[0.002186698583125365, 0.00011927811379124272`], + Complex[0.002266053877085673, 0.0001235228061605343], + Complex[0.0023468436748130027`, 0.00012783975550809118`], + Complex[0.0024290690309988023`, 0.00013222885906347863`], + Complex[0.0025127310009387996`, 0.0001366900139041488], + Complex[0.00259783064053329, 0.00014122311695531718`], + Complex[0.0026843690062874734`, 0.00014582806498984207`], + Complex[0.002772347155311649, 0.00015050475462809578`], + Complex[0.002861766145321651, 0.00015525308233784894`], + Complex[0.0029526270346389876`, 0.0001600729444341388], + Complex[0.003044930882191294, 0.00016496423707915443`], + Complex[0.0031386787475124684`, 0.00016992685628210453`], + Complex[0.0032338716907431234`, 0.00017496069789910213`], + Complex[0.003330510772630725, 0.0001800656576330328], + Complex[0.003428597054530047, 0.00018524163103343923`], + Complex[0.003528131598403306, 0.00019048851349638853`], + Complex[0.0036291154668206147`, 0.00019580620026435754`], + Complex[0.003731549722960119, 0.00020119458642609946`], + Complex[0.0038354354306084472`, 0.00020665356691652848`], + Complex[0.003940773654160892, 0.0002121830365165894], + Complex[0.004047565458621753, 0.0002177828898531358], + Complex[0.004155811909604632, 0.00022345302139880583`], + Complex[0.004265514073332719, 0.00022919332547189706`], + Complex[0.004376673016639098, 0.00023500369623624274`], + Complex[0.004489289806967038, 0.0002408840277010865], + Complex[0.0046033655123702884`, 0.0002468342137209583], + Complex[0.004718901201513381, 0.00025285414799554914`], + Complex[0.0048358979436719214`, 0.000258943724069587], + Complex[0.004954356808732892, 0.00026510283533271096`], + Complex[0.0050742788671949415`, 0.00027133137501934715`], + Complex[0.005195665190168692, 0.0002776292362085831], + Complex[0.005318516849377025, 0.000283996311824043], + Complex[0.005442834917155385, 0.000290432494633762], + Complex[0.005568620466452083, 0.00029693767725006136`], + Complex[0.005695874570828583, 0.000303511752129423], + Complex[0.005824598304459806, 0.0003101546115723639], + Complex[0.005954792742134427, 0.00031686614772331065`], + Complex[0.006086458959255176, 0.0003236462525704736], + Complex[0.00621959803183913, 0.00033049481794572154`], + Complex[0.006354211036518019, 0.00033741173552445566`], + Complex[0.006490299050538516, 0.00034439689682548384`], + Complex[0.006627863151762546, 0.00035145019321089466`], + Complex[0.006766904418667576, 0.0003585715158859309], + Complex[0.0069074239303469195`, 0.0003657607558988646], + Complex[0.007049422766510031, 0.00037301780414086946`], + Complex[0.007192902007482811, 0.00038034255134589574`], + Complex[0.007337862734207901, 0.00038773488809054304`], + Complex[0.007484306028244977, 0.0003951947047939346], + Complex[0.007632232971771074, 0.0004027218917175902], + Complex[0.007781644647580853, 0.00041031633896529976`], + Complex[0.007932542139086915, 0.0004179779364829968], + Complex[0.008084926530320115, 0.0004257065740586318], + Complex[0.00823879890592984, 0.0004335021413220445], + Complex[0.00839416035118432, 0.00044136452774483825`], + Complex[0.008551011951970932, 0.00044929362264025215`], + Complex[0.00870935479479649, 0.00045728931516303417`], + Complex[0.008869189966787549, 0.0004653514943093138], + Complex[0.009030518555690715, 0.0004734800489164753], + Complex[0.009193341649872943, 0.00048167486766303015`], + Complex[0.009357660338321824, 0.0004899358390684891], + Complex[0.009523475710645901, 0.0004982628514932355], + Complex[0.009690788857074972, 0.000506655793138397], + Complex[0.009859600868460376, 0.0005151145520457189], + Complex[0.01002991283627531, 0.000523639016097435], + Complex[0.010201725852615128`, 0.0005322290730161409], + Complex[0.010375041010197626`, 0.0005408846103646654], + Complex[0.010549859402363382`, 0.0005496055155459435], + Complex[0.01072618212307601, 0.000558391675802887], + Complex[0.010904010266922502`, 0.0005672429782182571], + Complex[0.011083344929113514`, 0.0005761593097145363], + Complex[0.011264187205483661`, 0.0005851405570537998], + Complex[0.011446538192491838`, 0.0005941866068375868], + Complex[0.011630398987221506`, 0.0006032973455067731], + Complex[0.011815770687381013`, 0.0006124726593414408], + Complex[0.01200265439130387, 0.0006217124344607514], + Complex[0.012191051197949089`, 0.000631016556822816], + Complex[0.012380962206901455`, 0.000640384912224567], + Complex[0.012572388518371856`, 0.000649817386301629], + Complex[0.012765331233197553`, 0.0006593138645281892], + Complex[0.012959791452842517`, 0.0006688742322168698], + Complex[0.013155770279397731`, 0.0006784983745185975], + Complex[0.013353268815581463`, 0.0006881861764224751], + Complex[0.013552288164739607`, 0.0006979375227556516], + Complex[0.013752829430845954`, 0.000707752298183193], + Complex[0.01395489371850253, 0.0007176303872079533], + Complex[0.014158482132939873`, 0.0007275716741704445], + Complex[0.014363595780017356`, 0.0007375760432487063], + Complex[0.01457023576622348, 0.0007476433784581775], + Complex[0.014778403198676186`, 0.0007577735636515664], + Complex[0.014988099185123158`, 0.0007679664825187192], + Complex[0.015199324833942124`, 0.0007782220185864918], + Complex[0.01541208125414117, 0.0007885400552186183], + Complex[0.01562636955535904, 0.0007989204756155822], + Complex[0.015842190847865447`, 0.0008093631628144855], + Complex[0.016059546242561368`, 0.000819867999688918], + Complex[0.016278436850979364`, 0.0008304348689488276], + Complex[0.016498863785283865`, 0.00084106365314039], + Complex[0.016720828158271514`, 0.0008517542346458764], + Complex[0.016944331083371417`, 0.0008625064956835257], + Complex[0.017169373674645515`, 0.000873320318307411], + Complex[0.017395957046788833`, 0.0008841955844073105], + Complex[0.017624082315129828`, 0.0008951321757085763], + Complex[0.01785375059563068, 0.0009061299737720029], + Complex[0.018084963004887572`, 0.0009171888599936958], + Complex[0.018317720660131057`, 0.0009283087156049429], + Complex[0.018552024679226307`, 0.0009394894216720788], + Complex[0.01878787618067347, 0.0009507308590963581], + Complex[0.019025276283607933`, 0.0009620329086138214], + Complex[0.01926422610780066, 0.0009733954507951634], + Complex[0.019504726773658478`, 0.0009848183660456037], + Complex[0.019746779402224413`, 0.0009963015346047524], + Complex[0.019990385115177974`, 0.0010078448365464807`], + Complex[0.020235545034835458`, 0.0010194481517787873`], + Complex[0.0204822602841503, 0.001031111360043668], + Complex[0.020730531986713305`, 0.0010428343409169816`], + Complex[0.020980361266753064`, 0.001054616973808321], + Complex[0.021231749249136136`, 0.0010664591379608778`], + Complex[0.02148469705936748, 0.0010783607124513124`], + Complex[0.021739205823590662`, 0.001090321576189619], + Complex[0.02199527666858825, 0.001102341607918997], + Complex[0.022252910721782038`, 0.0011144206862157156`], + Complex[0.022512109111233424`, 0.0011265586894889813`], + Complex[0.022772872965643686`, 0.0011387554959808052`], + Complex[0.02303520341435438, 0.0011510109837658768`], + Complex[0.023299101587347402`, 0.0011633250307514153`], + Complex[0.023564568615245668`, 0.0011756975146770571`], + Complex[0.02383160562931301, 0.0011881283131147027`], + Complex[0.024100213761454933`, 0.0012006173034684025`], + Complex[0.024370394144218453`, 0.001213164362974206], + Complex[0.024642147910792892`, 0.001225769368700045], + Complex[0.02491547619500969, 0.0012384321975455832`], + Complex[0.02519038013134322, 0.001251152726242102], + Complex[0.025466860854910615`, 0.0012639308313523456`], + Complex[0.025744919501472542`, 0.0012767663892704105`], + Complex[0.026024557207433036`, 0.0012896592762215871`], + Complex[0.02630577510984033, 0.0013026093682622514`], + Complex[0.026588574346386635`, 0.0013156165412797057`], + Complex[0.02687295605540896, 0.0013286806709920697`], + Complex[0.027158921375888916`, 0.001341801632948122], + Complex[0.02744647144745356, 0.00135497930252719], + Complex[0.027735607410375174`, 0.0013682135549389915`], + Complex[0.028026330405572106`, 0.0013815042652235254`], + Complex[0.02831864157460854, 0.0013948513082509117`], + Complex[0.028612542059695358`, 0.001408254558721282], + Complex[0.02890803300368991, 0.0014217138911646213`], + Complex[0.02920511555009686, 0.0014352291799406567`], + Complex[0.029503790843067975`, 0.0014488002992386988`], + Complex[0.02980406002740296, 0.0014624271230775305`], + Complex[0.030105924248549246`, 0.0014761095253052494`], + Complex[0.030409384652602824`, 0.0014898473795991547`], + Complex[0.030714442386308046`, 0.0015036405594655916`], + Complex[0.03102109859705846, 0.0015174889382398354`], + Complex[0.03132935443289659, 0.0015313923890859363`], + Complex[0.03163921104251478, 0.0015453507849966072`], + Complex[0.03195066957525496, 0.0015593639987930609`], + Complex[0.03226373118110953, 0.001573431903124902], + Complex[0.032578397010721204`, 0.0015875543704699736`], + Complex[0.03289466821538359, 0.0016017312731342254`], + Complex[0.033212545947041386`, 0.0016159624832515816`], + Complex[0.033532031358290755`, 0.001630247872783801], + Complex[0.03385312560237961, 0.0016445873135203428`], + Complex[0.03417582983320795, 0.001658980677078233], + Complex[0.03450014520532816, 0.001673427834901922], + Complex[0.03482607287394533, 0.0016879286582631551`], + Complex[0.035153613994917544`, 0.0017024830182608326`], + Complex[0.03548276972475626, 0.0017170907858208725`], + Complex[0.035813541220626584`, 0.0017317518316960778`], + Complex[0.03614592964034756, 0.0017464660264659977`], + Complex[0.036479936142392526`, 0.0017612332405367891`], + Complex[0.03681556188588945, 0.001776053344141084], + Complex[0.037152808030621175`, 0.0017909262073378491`], + Complex[0.03749167573702581, 0.0018058517000122522`], + Complex[0.03783216616619699, 0.001820829691875521], + Complex[0.038174280479884214`, 0.0018358600524648108`], + Complex[0.03851801984049318, 0.0018509426511430624`], + Complex[0.0388633854110861, 0.0018660773570988707`], + Complex[0.03921037835538195, 0.0018812640393463408`], + Complex[0.039558999837756875`, 0.0018965025667249554`], + Complex[0.03990925102324448, 0.0019117928078994362`], + Complex[0.040261133077536135`, 0.0019271346313596053`], + Complex[0.04061464716698127, 0.0019425279054202476`], + Complex[0.040969794458587755`, 0.001957972498220974], + Complex[0.04132657612002216, 0.0019734682777260842`], + Complex[0.04168499331961009, 0.001989015111724426], + Complex[0.042045047226336556`, 0.0020046128678292583`], + Complex[0.042406739009846164`, 0.002020261413478115], + Complex[0.04277006984044361, 0.002035960615932666], + Complex[0.04313504088909383, 0.002051710342278576], + Complex[0.043501653327422445`, 0.002067510459425371], + Complex[0.04386990832771599, 0.002083360834106294], + Complex[0.0442398070629223, 0.0020992613328781723`], + Complex[0.044611350706650794`, 0.0021152118221212765`], + Complex[0.044984540433172765`, 0.0021312121680391763`], + Complex[0.045359377417421805`, 0.0021472622366586146`], + Complex[0.045735862834994, 0.002163361893829355], + Complex[0.046113997862148336`, 0.0021795110052240515`], + Complex[0.04649378367580696, 0.002195709436338103], + Complex[0.04687522145355556, 0.002211957052489523], + Complex[0.04725831237364366, 0.0022282537188187904`], + Complex[0.04764305761498486, 0.0022445993002887152`], + Complex[0.04802945835715733, 0.0022609936616843013`], + Complex[0.04841751578040396, 0.002277436667612602], + Complex[0.0488072310656328, 0.0022939281825025823`], + Complex[0.0491986053944173, 0.0023104680706049797`], + Complex[0.04959163994899667, 0.0023270561959921657`], + Complex[0.049986335912276206`, 0.0023436924225580034`], + Complex[0.05038269446782763, 0.0023603766140177073`], + Complex[0.05078071679988928, 0.002377108633907705], + Complex[0.05118040409336666, 0.0023938883455854984`], + Complex[0.05158175753383257, 0.0024107156122295183`], + Complex[0.0519847783075275, 0.0024275902968389895`], + Complex[0.05238946760135993, 0.002444512262233786], + Complex[0.05279582660290672, 0.0024614813710542964`], + Complex[0.053203856500413316`, 0.0024784974857612755`], + Complex[0.053613558482794206`, 0.0024955604686357096`], + Complex[0.05402493373963311, 0.0025126701817786735`], + Complex[0.05443798346118341, 0.0025298264871111893`], + Complex[0.05485270883836842, 0.002547029246374087], + Complex[0.0552691110627817, 0.0025642783211278614`], + Complex[0.0556871913266874, 0.002581573572752531], + Complex[0.05610695082302062, 0.0025989148624475005`], + Complex[0.056528390745387666`, 0.002616302051231416], + Complex[0.056951512288066386`, 0.002633734999942021], + Complex[0.05737631664600654, 0.002651213569236023], + Complex[0.057802805014830066`, 0.002668737619588944], + Complex[0.05823097859083149, 0.002686307011294983], + Complex[0.05866083857097812, 0.0027039216044668713`], + Complex[0.05909238615291049, 0.002721581259035737], + Complex[0.05952562253494262, 0.002739285834750954], + Complex[0.05996054891606235, 0.0027570351911800073`], + Complex[0.060397166495931694`, 0.002774829187708344], + Complex[0.06083547647488714, 0.002792667683539241], + Complex[0.061275480053939964`, 0.0028105505376936524`], + Complex[0.061717178434776615`, 0.0028284776090100735`], + Complex[0.06216057281975889, 0.002846448756144394], + Complex[0.06260566441192444, 0.00286446383756976], + Complex[0.0630524544149872, 0.002882522711576434], + Complex[0.06350094403333709, 0.002900625236271632], + Complex[0.06395113447204127, 0.002918771269579416], + Complex[0.06440302693684356, 0.002936960669240509], + Complex[0.0648566226341656, 0.0029551932928121973`], + Complex[0.06531192277110635, 0.00297346899766814], + Complex[0.06576892855544328, 0.002991787640998271], + Complex[0.06622764119563174, 0.003010149079808618], + Complex[0.06668806190080635, 0.0030285531709211898`], + Complex[0.06715019188078021, 0.0030469997709738016`], + Complex[0.0676140323460463, 0.003065488736419967], + Complex[0.06807958450777686, 0.003084019923528718], + Complex[0.06854684957782457, 0.003102593188384495], + Complex[0.06901582876872203, 0.0031212083868869716`], + Complex[0.06948652329368298, 0.0031398653747509394`], + Complex[0.06995893436660167, 0.0031585640075061376`], + Complex[0.07043306320205418, 0.003177304140497137], + Complex[0.07090891101529781, 0.003196085628883163], + Complex[0.07138647902227227, 0.003214908327637984], + Complex[0.07186576843959915, 0.0032337720915497376`], + Complex[0.07234678048458314, 0.003252676775220818], + Complex[0.07282951637521147, 0.0032716222330676924`], + Complex[0.07331397733015514, 0.003290608319320798], + Complex[0.07380016456876826, 0.0033096348880243594`], + Complex[0.07428807931108948, 0.003328701793036277], + Complex[0.07477772277784112, 0.003347808888027948], + Complex[0.07526909619043073, 0.0033669560264841603`], + Complex[0.07576220077095032, 0.0033861430617029066`], + Complex[0.07625703774217761, 0.0034053698467952772`], + Complex[0.07675360832757548, 0.003424636234685278], + Complex[0.07725191375129323, 0.0034439420781097233`], + Complex[0.07775195523816594, 0.003463287229618053], + Complex[0.07825373401371581, 0.0034826715415722195`], + Complex[0.07875725130415144, 0.003502094866146511], + Complex[0.07926250833636922, 0.003521557055327442], + Complex[0.07976950633795263, 0.003541057960913566], + Complex[0.08027824653717354, 0.0035605974345153707`], + Complex[0.08078873016299169, 0.0035801753275550956`], + Complex[0.08130095844505573, 0.003599791491266614], + Complex[0.08181493261370289, 0.0036194457766952643`], + Complex[0.08233065389996004, 0.0036391380346977283`], + Complex[0.08284812353554324, 0.0036588681159418564`], + Complex[0.08336734275285887, 0.003678635870906549], + Complex[0.08388831278500306, 0.0036984411498815813`], + Complex[0.08441103486576311, 0.0037182838029674904`], + Complex[0.0849355102296166, 0.0037381636800753893`], + Complex[0.08546174011173298, 0.0037580806309268603`], + Complex[0.08598972574797267, 0.0037780345050537696`], + Complex[0.08651946837488854, 0.003798025151798158], + Complex[0.08705096922972526, 0.003818052420312054], + Complex[0.08758422955042044, 0.00383811615955737], + Complex[0.08811925057560423, 0.003858216218305707], + Complex[0.08865603354460043, 0.0038783524451382555`], + Complex[0.08919457969742597, 0.0038985246884456074`], + Complex[0.08973489027479215, 0.0039187327964276385`], + Complex[0.09027696651810402, 0.003938976617093334], + Complex[0.09082080966946172, 0.003959255998260672], + Complex[0.09136642097165974, 0.0039795707875564384`], + Complex[0.09191380166818842, 0.003999920832416119], + Complex[0.0924629530032331, 0.00402030598008371], + Complex[0.09301387622167549, 0.004040726077611611], + Complex[0.09356657256909315, 0.004061180971860439], + Complex[0.0941210432917606, 0.004081670509498911], + Complex[0.09467728963664905, 0.004102194537003673], + Complex[0.09523531285142696, 0.004122752900659167], + Complex[0.09579511418446043, 0.00414334544655747], + Complex[0.09635669488481352, 0.004163972020598157], + Complex[0.09692005620224843, 0.0041846324684881395`], + Complex[0.09748519938722608, 0.004205326635741526], + Complex[0.09805212569090618, 0.004226054367679473], + Complex[0.09862083636514785, 0.004246815509430029], + Complex[0.09919133266250968, 0.004267609905927992], + Complex[0.0997636158362503, 0.004288437401914757], + Complex[0.10033768714032851`, 0.004309297841938162], + Complex[0.10091354782940384`, 0.004330191070352352], + Complex[0.10149119915883667`, 0.004351116931317616], + Complex[0.10207064238468863`, 0.00437207526880024], + Complex[0.10265187876372313`, 0.004393065926572365], + Complex[0.10323490955340535`, 0.004414088748211828], + Complex[0.10381973601190289`, 0.004435143577102014], + Complex[0.10440635939808589`, 0.004456230256431711], + Complex[0.10499478097152756`, 0.004477348629194955], + Complex[0.10558500199250431`, 0.004498498538190877], + Complex[0.10617702372199626`, 0.004519679826023565], + Complex[0.1067708474216875, 0.004540892335101895], + Complex[0.10736647435396643`, 0.0045621359076393996`], + Complex[0.1079639057819261, 0.004583410385654102], + Complex[0.10856314296936452`, 0.004604715610968372], + Complex[0.10916418718078516`, 0.004626051425208779], + Complex[0.10976703968139705`, 0.004647417669805935], + Complex[0.11037170173711523`, 0.004668814185994339], + Complex[0.11097817461456119`, 0.004690240814812244], + Complex[0.11158645958106296`, 0.004711697397101483], + Complex[0.11219655790465573`, 0.0047331837735073296`], + Complex[0.11280847085408205`, 0.004754699784478358], + Complex[0.1134221996987921, 0.004776245270266262], + Complex[0.11403774570894414`, 0.004797820070925731], + Complex[0.11465511015540482`, 0.004819424026314286], + Complex[0.11527429430974954`, 0.004841056976092126], + Complex[0.11589529944426276`, 0.004862718759721985], + Complex[0.11651812683193838`, 0.004884409216468969], + Complex[0.11714277774647992`, 0.004906128185400415], + Complex[0.11776925346230116`, 0.004927875505385729], + Complex[0.11839755525452621`, 0.00494965101509624], + Complex[0.11902768439898995`, 0.004971454553005044], + Complex[0.11965964217223841`, 0.004993285957386858], + Complex[0.12029342985152906`, 0.005015145066317856], + Complex[0.12092904871483119`, 0.005037031717675529], + Complex[0.1215665000408262, 0.005058945749138524], + Complex[0.12220578510890788`, 0.005080886998186489], + Complex[0.12284690519918308`, 0.005102855302099934], + Complex[0.12348986159247152`, 0.005124850497960057], + Complex[0.1241346555703067, 0.0051468724226486125`], + Complex[0.12478128841493571`, 0.005168920912847743], + Complex[0.12542976140932002`, 0.005190995805039828], + Complex[0.1260800758371356, 0.00521309693550734], + Complex[0.1267322329827732, 0.005235224140332679], + Complex[0.12738623413133884`, 0.0052573772553980245`], + Complex[0.12804208056865415`, 0.005279556116385184], + Complex[0.12869977358125662`, 0.005301760558775434], + Complex[0.12935931445639995`, 0.005323990417849372], + Complex[0.13002070448205455`, 0.005346245528686754], + Complex[0.1306839449469076, 0.005368525726166348], + Complex[0.13134903714036367`, 0.005390830844965777], + Complex[0.132015982352545, 0.005413160719561372], + Complex[0.1326847818742916, 0.005435515184227994], + Complex[0.13335543699716193`, 0.005457894073038909], + Complex[0.13402794901343323`, 0.0054802972198656225`], + Complex[0.13470231921610132`, 0.005502724458377709], + Complex[0.135378548898882, 0.005525175622042688], + Complex[0.13605663935621007`, 0.005547650544125836], + Complex[0.136736591883241, 0.005570149057690062], + Complex[0.13741840777585, 0.005592670995595724], + Complex[0.1381020883306336, 0.005615216190500502], + Complex[0.13878763484490894`, 0.005637784474859213], + Complex[0.13947504861671503`, 0.005660375680923692], + Complex[0.14016433094481207`, 0.005682989640742588], + Complex[0.14085548312868296`, 0.005705626186161264], + Complex[0.1415485064685326, 0.005728285148821591], + Complex[0.14224340226528898`, 0.005750966360161832], + Complex[0.14294017182060298`, 0.005773669651416455], + Complex[0.14363881643684928`, 0.005796394853616006], + Complex[0.14433933741712604`, 0.005819141797586915], + Complex[0.1450417360652561, 0.0058419103139513906`], + Complex[0.14574601368578616`, 0.005864700233127209], + Complex[0.1464521715839885, 0.005887511385327606], + Complex[0.14716021106586002`, 0.005910343600561085], + Complex[0.14787013343812372`, 0.005933196708631282], + Complex[0.14858194000822808`, 0.005956070539136794], + Complex[0.14929563208434826`, 0.005978964921471041], + Complex[0.15001121097538553`, 0.006001879684822081], + Complex[0.15072867799096884`, 0.006024814658172492], + Complex[0.15144803444145355`, 0.006047769670299165], + Complex[0.15216928163792365`, 0.006070744549773205], + Complex[0.15289242089219027`, 0.006093739124959714], + Complex[0.15361745351679357`, 0.006116753224017689], + Complex[0.1543443808250019, 0.006139786674899819], + Complex[0.15507320413081316`, 0.0061628393053523595`], + Complex[0.15580392474895416`, 0.006185910942914952], + Complex[0.15653654399488198`, 0.006209001414920487], + Complex[0.1572710631847833, 0.006232110548494929], + Complex[0.15800748363557568`, 0.006255238170557169], + Complex[0.1587458066649071, 0.006278384107818854], + Complex[0.15948603359115712`, 0.006301548186784256], + Complex[0.16022816573343637`, 0.006324730233750075], + Complex[0.16097220441158777`, 0.006347930074805316], + Complex[0.16171815094618597`, 0.006371147535831104], + Complex[0.1624660066585387, 0.0063943824425005515`], + Complex[0.163215772870686, 0.006417634620278567], + Complex[0.16396745090540185`, 0.006440903894421737], + Complex[0.16472104208619318`, 0.00646419008997812], + Complex[0.1654765477373014, 0.006487493031787137], + Complex[0.16623396918370179`, 0.006510812544479367], + Complex[0.16699330775110485`, 0.006534148452476428], + Complex[0.16775456476595535`, 0.006557500579990778], + Complex[0.16851774155543423`, 0.0065808687510255995`], + Complex[0.1692828394474574, 0.006604252789374591], + Complex[0.1700498597706775, 0.00662765251862186], + Complex[0.17081880385448306`, 0.006651067762141716], + Complex[0.17158967302899977`, 0.0066744983430985436`], + Complex[0.17236246862509005`, 0.00669794408444662], + Complex[0.17313719197435445`, 0.006721404808929984], + Complex[0.1739138444091305, 0.006744880339082229], + Complex[0.17469242726249465`, 0.006768370497226402], + Complex[0.17547294186826137`, 0.00679187510547479], + Complex[0.17625538956098458`, 0.0068153939857288], + Complex[0.1770397716759567, 0.006838926959678762], + Complex[0.17782608954921048`, 0.006862473848803808], + Complex[0.17861434451751806`, 0.006886034474371671], + Complex[0.17940453791839234`, 0.006909608657438564], + Complex[0.1801966710900866, 0.006933196218848986], + Complex[0.18099074537159512`, 0.006956796979235577], + Complex[0.1817867621026538, 0.006980410759018954], + Complex[0.18258472262374004`, 0.0070040373784075564`], + Complex[0.18338462827607324`, 0.00702767665739747], + Complex[0.1841864804016155, 0.0070513284157722785`], + Complex[0.18499028034307166`, 0.0070749924731028984`], + Complex[0.18579602944388943`, 0.007098668648747418], + Complex[0.18660372904826036`, 0.007122356761850928], + Complex[0.18741338050111964`, 0.007146056631345375], + Complex[0.1882249851481468, 0.007169768075949389], + Complex[0.18903854433576578`, 0.007193490914168114], + Complex[0.18985405941114564`, 0.007217224964293073], + Complex[0.19067153172220053`, 0.007240970044401969], + Complex[0.19149096261759033`, 0.007264725972358561], + Complex[0.192312353446721, 0.0072884925658124695`], + Complex[0.19313570555974463`, 0.00731226964219903], + Complex[0.19396102030756016`, 0.007336057018739128], + Complex[0.19478829904181358`, 0.007359854512439043], + Complex[0.19561754311489826`, 0.007383661940090268], + Complex[0.1964487538799554, 0.007407479118269365], + Complex[0.19728193269087427`, 0.007431305863337789], + Complex[0.19811708090229266`, 0.007455141991441737], + Complex[0.19895419986959723`, 0.007478987318511974], + Complex[0.19979329094892376`, 0.007502841660263672], + Complex[0.20063435549715766`, 0.007526704832196254], + Complex[0.20147739487193436`, 0.007550576649593223], + Complex[0.2023224104316393, 0.007574456927521999], + Complex[0.20316940353540885`, 0.007598345480833759], + Complex[0.20401837554313026`, 0.0076222421241632695`], + Complex[0.20486932781544198`, 0.0076461466719287274`], + Complex[0.20572226171373448`, 0.007670058938331589], + Complex[0.20657717860015012`, 0.007693978737356411], + Complex[0.2074340798375836, 0.007717905882770685], + Complex[0.20829296678968265`, 0.007741840188124677], + Complex[0.209153840820848, 0.007765781466751255], + Complex[0.21001670329623393`, 0.007789729531765729], + Complex[0.21088155558174848`, 0.007813684196065688], + Complex[0.21174839904405418`, 0.007837645272330837], + Complex[0.21261723505056787`, 0.007861612573022817], + Complex[0.21348806496946154`, 0.007885585910385066], + Complex[0.21436089016966248`, 0.007909565096442632], + Complex[0.21523571202085348`, 0.007933549943002017], + Complex[0.21611253189347343`, 0.007957540261651007], + Complex[0.21699135115871787`, 0.007981535863758521], + Complex[0.21787217118853872`, 0.008005536560474423], + Complex[0.21875499335564524`, 0.008029542162729376], + Complex[0.2196398190335041, 0.00805355248123466], + Complex[0.22052664959633989`, 0.008077567326482026], + Complex[0.2214154864191353, 0.008101586508743513], + Complex[0.22230633087763155`, 0.008125609838071287], + Complex[0.22319918434832897`, 0.00814963712429748], + Complex[0.22409404820848694`, 0.008173668177034014], + Complex[0.22499092383612473`, 0.008197702805672448], + Complex[0.2258898126100215, 0.0082217408193838], + Complex[0.22679071590971675`, 0.008245782027118382], + Complex[0.22769363511551083`, 0.008269826237605648], + Complex[0.22859857160846497`, 0.008293873259353999], + Complex[0.22950552677040217`, 0.008317922900650643], + Complex[0.23041450198390714`, 0.008341974969561423], + Complex[0.2313254986323266, 0.008366029273930629], + Complex[0.23223851809977017`, 0.008390085621380865], + Complex[0.23315356177111007`, 0.008414143819312853], + Complex[0.2340706310319819, 0.008438203674905272], + Complex[0.23498972726878506`, 0.008462264995114613], + Complex[0.2359108518686827, 0.008486327586674974], + Complex[0.23683400621960263`, 0.008510391256097925], + Complex[0.23775919171023713`, 0.008534455809672315], + Complex[0.23868640973004385`, 0.008558521053464135], + Complex[0.2396156616692457, 0.008582586793316313], + Complex[0.24054694891883138`, 0.008606652834848575], + Complex[0.24148027287055612`, 0.008630718983457264], + Complex[0.24241563491694149`, 0.008654785044315175], + Complex[0.24335303645127593`, 0.00867885082237138], + Complex[0.24429247886761524`, 0.008702916122351072], + Complex[0.24523396356078284`, 0.008726980748755388], + Complex[0.24617749192637045`, 0.008751044505861245], + Complex[0.2471230653607379, 0.00877510719772116], + Complex[0.2480706852610137, 0.008799168628163101], + Complex[0.2490203530250959, 0.008823228600790298], + Complex[0.24997207005165162`, 0.008847286918981085], + Complex[0.25092583774011806`, 0.008871343385888728], + Complex[0.25188165749070257`, 0.008895397804441258], + Complex[0.25283953070438325`, 0.0089194499773413], + Complex[0.25379945878290894`, 0.008943499707065896], + Complex[0.25476144312880006`, 0.008967546795866355], + Complex[0.2557254851453484, 0.008991591045768063], + Complex[0.2566915862366181, 0.009015632258570322], + Complex[0.2576597478074456, 0.009039670235846177], + Complex[0.2586299712634403, 0.009063704778942253], + Complex[0.2596022580109846, 0.00908773568897858], + Complex[0.26057660945723443`, 0.009111762766848415], + Complex[0.2615530270101197, 0.009135785813218087], + Complex[0.2625315120783447, 0.009159804628526821], + Complex[0.26351206607138816`, 0.009183819012986559], + Complex[0.2644946903995039, 0.0092078287665818], + Complex[0.2654793864737212, 0.009231833689069418], + Complex[0.26646615570584514`, 0.009255833579978511], + Complex[0.26745499950845675`, 0.00927982823861021], + Complex[0.2684459192949135, 0.009303817464037509], + Complex[0.26943891647935014`, 0.009327801055105112], + Complex[0.2704339924766781, 0.00935177881042924], + Complex[0.2714311487025869, 0.009375750528397475], + Complex[0.27243038657354357`, 0.009399716007168582], + Complex[0.27343170750679396`, 0.009423675044672335], + Complex[0.2744351129203622, 0.00944762743860935], + Complex[0.27544060423305194`, 0.009471572986450915], + Complex[0.27644818286444595`, 0.009495511485438809], + Complex[0.2774578502349069, 0.00951944273258514], + Complex[0.2784696077655777, 0.009543366524672164], + Complex[0.2794834568783819, 0.009567282658252123], + Complex[0.280499398996024, 0.009591190929647065], + Complex[0.2815174355419896, 0.009615091134948671], + Complex[0.282537567940546, 0.009638983070018085], + Complex[0.28355979761674305`, 0.009662866530485743], + Complex[0.2845841259964125, 0.009686741311751198], + Complex[0.28561055450616896`, 0.009710607208982947], + Complex[0.2866390845734104, 0.009734464017118258], + Complex[0.2876697176263184, 0.009758311530862998], + Complex[0.28870245509385817`, 0.009782149544691464], + Complex[0.28973729840577944`, 0.00980597785284619], + Complex[0.2907742489926166, 0.009829796249337806], + Complex[0.291813308285689, 0.009853604527944836], + Complex[0.2928544777171013, 0.00987740248221354], + Complex[0.29389775871974433`, 0.009901189905457733], + Complex[0.29494315272729477`, 0.009924966590758613], + Complex[0.29599066117421585`, 0.009948732330964586], + Complex[0.2970402854957578, 0.009972486918691102], + Complex[0.2980920271279582, 0.009996230146320466], + Complex[0.2991458875076421, 0.010019961806001662`], + Complex[0.3002018680724226, 0.010043681689650204`], + Complex[0.3012599702607015, 0.010067389588947933`], + Complex[0.3023201955116693, 0.010091085295342857`], + Complex[0.3033825452653051, 0.010114768600048962`], + Complex[0.3044470209623785, 0.010138439294046071`], + Complex[0.30551362404444826`, 0.010162097168079622`], + Complex[0.3065823559538636, 0.010185742012660532`], + Complex[0.3076532181337646, 0.010209373618064994`], + Complex[0.3087262120280822, 0.010232991774334331`], + Complex[0.309801339081539, 0.010256596271274794`], + Complex[0.310878600739649, 0.010280186898457394`], + Complex[0.3119579984487187, 0.010303763445217731`], + Complex[0.3130395336558469, 0.010327325700655822`], + Complex[0.31412320780892566`, 0.010350873453635915`], + Complex[0.31520902235664, 0.010374406492786314`], + Complex[0.31629697874846885`, 0.010397924606499218`], + Complex[0.3173870784346849, 0.010421427582930515`], + Complex[0.3184793228663556, 0.010444915209999642`], + Complex[0.3195737134953433, 0.01046838727538938], + Complex[0.3206702517743049, 0.010491843566545695`], + Complex[0.3217689391566937, 0.010515283870677548`], + Complex[0.3228697770967583, 0.010538707974756728`], + Complex[0.32397276704954403`, 0.010562115665517676`], + Complex[0.32507791047089263`, 0.010585506729457293`], + Complex[0.326185208817443, 0.010608880952834791`], + Complex[0.3272946635466317, 0.01063223812167148], + Complex[0.32840627611669293`, 0.010655578021750628`], + Complex[0.3295200479866591, 0.010678900438617252`], + Complex[0.3306359806163615, 0.010702205157577964`], + Complex[0.33175407546642977`, 0.010725491963700772`], + Complex[0.33287433399829375`, 0.010748760641814924`], + Complex[0.33399675767418224`, 0.010772010976510718`], + Complex[0.3351213479571248, 0.010795242752139323`], + Complex[0.336248106310951, 0.010818455752812605`], + Complex[0.3373770342002914, 0.010841649762402948`], + Complex[0.338508133090578, 0.010864824564543076`], + Complex[0.3396414044480443, 0.010887979942625877`], + Complex[0.3407768497397261, 0.010911115679804219`], + Complex[0.341914470433461, 0.01093423155899077], + Complex[0.34305426799788985`, 0.010957327362857833`], + Complex[0.3441962439024567, 0.010980402873837156`], + Complex[0.3453403996174087, 0.011003457874119747`], + Complex[0.3464867366137976, 0.011026492145655716`], + Complex[0.34763525636347886`, 0.011049505470154066`], + Complex[0.3487859603391128, 0.011072497629082549`], + Complex[0.3499388500141651, 0.011095468403667453`], + Complex[0.35109392686290647`, 0.011118417574893444`], + Complex[0.3522511923604138, 0.01114134492350339], + Complex[0.35341064798257, 0.011164250229998151`], + Complex[0.35457229520606454`, 0.01118713327463644], + Complex[0.35573613550839417`, 0.011209993837434607`], + Complex[0.35690217036786276`, 0.011232831698166492`], + Complex[0.3580704012635819, 0.011255646636363206`], + Complex[0.3592408296754715, 0.011278438431312994`], + Complex[0.36041345708426004`, 0.011301206862061021`], + Complex[0.3615882849714843, 0.011323951707409206`], + Complex[0.3627653148194915, 0.011346672745916043`], + Complex[0.3639445481114371, 0.011369369755896409`], + Complex[0.3651259863312882, 0.011392042515421403`], + Complex[0.3663096309638208, 0.011414690802318135`], + Complex[0.36749548349462274`, 0.011437314394169583`], + Complex[0.368683545410093, 0.011459913068314386`], + Complex[0.36987381819744153`, 0.011482486601846649`], + Complex[0.3710663033446909, 0.011505034771615814`], + Complex[0.3722610023406757, 0.011527557354226418`], + Complex[0.3734579166750435, 0.011550054126037958`], + Complex[0.3746570478382549, 0.011572524863164674`], + Complex[0.3758583973215839, 0.011594969341475397`], + Complex[0.3770619666171187, 0.011617387336593355`], + Complex[0.37826775721776146`, 0.011639778623895976`], + Complex[0.3794757706172293, 0.011662142978514733`], + Complex[0.38068600831005434`, 0.011684480175334938`], + Complex[0.381898471791584, 0.011706789988995579`], + Complex[0.38311316255798195`, 0.011729072193889129`], + Complex[0.38433008210622743`, 0.011751326564161349`], + Complex[0.3855492319341171, 0.01177355287371114], + Complex[0.38677061354026376`, 0.011795750896190324`], + Complex[0.38799422842409836`, 0.011817920405003481`], + Complex[0.3892200780858693, 0.011840061173307763`], + Complex[0.3904481640266431, 0.011862172974012711`], + Complex[0.391678487748305, 0.01188425557978006], + Complex[0.3929110507535589, 0.01190630876302359], + Complex[0.39414585454592854`, 0.011928332295908882`], + Complex[0.3953829006297569, 0.011950325950353204`], + Complex[0.39662219051020725`, 0.01197228949802528], + Complex[0.39786372569326334`, 0.011994222710345118`], + Complex[0.3991075076857299, 0.012016125358483828`], + Complex[0.40035353799523293`, 0.012037997213363452`], + Complex[0.40160181813021995`, 0.012059838045656746`], + Complex[0.4028523495999605, 0.01208164762578703], + Complex[0.404105133914547, 0.012103425723927981`], + Complex[0.40536017258489426`, 0.012125172110003468`], + Complex[0.4066174671227404, 0.012146886553687345`], + Complex[0.40787701904064716`, 0.012168568824403274`], + Complex[0.4091388298520006, 0.012190218691324563`], + Complex[0.4104029010710109, 0.012211835923373946`], + Complex[0.41166923421271295`, 0.01223342028922342], + Complex[0.4129378307929669, 0.012254971557294044`], + Complex[0.4142086923284588, 0.012276489495755775`], + Complex[0.4154818203367, 0.012297973872527266`], + Complex[0.41675721633602864`, 0.012319424455275688`], + Complex[0.41803488184560983`, 0.01234084101141653], + Complex[0.41931481838543533`, 0.012362223308113443`], + Complex[0.42059702747632466`, 0.012383571112278023`], + Complex[0.42188151063992546`, 0.012404884190569643`], + Complex[0.423168269398713, 0.012426162309395255`], + Complex[0.42445730527599224`, 0.012447405234909226`], + Complex[0.42574861979589634`, 0.012468612733013116`], + Complex[0.42704221448338864`, 0.012489784569355528`], + Complex[0.42833809086426194`, 0.012510920509331898`], + Complex[0.42963625046513937`, 0.012532020318084314`], + Complex[0.430936694813475, 0.012553083760501342`], + Complex[0.4322394254375537, 0.012574110601217811`], + Complex[0.4335444438664919, 0.012595100604614655`], + Complex[0.4348517516302378, 0.01261605353481871], + Complex[0.4361613502595719, 0.012636969155702529`], + Complex[0.4374732412861077, 0.012657847230884207`], + Complex[0.438787426242291, 0.01267868752372716], + Complex[0.44010390666140164`, 0.012699489797339984`], + Complex[0.44142268407755314`, 0.012720253814576234`], + Complex[0.442743760025693, 0.012740979338034232`], + Complex[0.4440671360416037, 0.012761666130056918`], + Complex[0.4453928136619025, 0.012782313952731616`], + Complex[0.446720794424042, 0.012802922567889875`], + Complex[0.4480510798663108, 0.012823491737107272`], + Complex[0.44938367152783393`, 0.012844021221703226`], + Complex[0.45071857094857226`, 0.012864510782740797`], + Complex[0.45205577966932425`, 0.012884960181026516`], + Complex[0.45339529923172583`, 0.012905369177110187`], + Complex[0.4547371311782503, 0.0129257375312847], + Complex[0.45608127705220913`, 0.012946065003585824`], + Complex[0.45742773839775314`, 0.01296635135379207], + Complex[0.45877651675987097`, 0.01298659634142443], + Complex[0.4601276136843916, 0.013006799725746244`], + Complex[0.4614810307179832, 0.013026961265762985`], + Complex[0.4628367694081544, 0.013047080720222079`], + Complex[0.4641948313032541, 0.013067157847612709`], + Complex[0.4655552179524728, 0.013087192406165626`], + Complex[0.46691793090584144`, 0.013107184153852956`], + Complex[0.4682829717142335, 0.01312713284838803], + Complex[0.4696503419293642, 0.013147038247225164`], + Complex[0.47102004310379153`, 0.013166900107559491`], + Complex[0.4723920767909163, 0.01318671818632676], + Complex[0.4737664445449826, 0.013206492240203142`], + Complex[0.47514314792107865`, 0.013226222025605066`], + Complex[0.4765221884751362, 0.01324590729868898], + Complex[0.4779035677639321, 0.01326554781535121], + Complex[0.4792872873450882, 0.013285143331227735`], + Complex[0.48067334877707113`, 0.01330469360169402], + Complex[0.4820617536191935, 0.013324198381864796`], + Complex[0.48345250343161467`, 0.013343657426593904`], + Complex[0.48484559977533975`, 0.01336307049047407], + Complex[0.4862410442122209, 0.013382437327836734`], + Complex[0.4876388383049583, 0.013401757692751856`], + Complex[0.4890389836170991, 0.013421031339027719`], + Complex[0.49044148171303903`, 0.013440258020210736`], + Complex[0.49184633415802215`, 0.013459437489585259`], + Complex[0.4932535425181419, 0.013478569500173405`], + Complex[0.4946631083603405, 0.013497653804734826`], + Complex[0.49607503325241037`, 0.013516690155766557`], + Complex[0.4974893187629939, 0.013535678305502787`], + Complex[0.4989059664615839, 0.013554618005914697`], + Complex[0.5003249779185246, 0.013573509008710249`], + Complex[0.5017463547050112, 0.013592351065334005`], + Complex[0.5031700983930905, 0.013611143926966916`], + Complex[0.5045962105556624, 0.013629887344526151`], + Complex[0.506024692766478, 0.013648581068664886`], + Complex[0.5074555466001426, 0.013667224849772123`], + Complex[0.5088887736321146, 0.013685818437972494`], + Complex[0.5103243754387053, 0.013704361583126056`], + Complex[0.5117623535970814, 0.013722854034828109`], + Complex[0.5132027096852637, 0.013741295542409007`], + Complex[0.5146454452821277, 0.013759685854933945`], + Complex[0.5160905619674045, 0.01377802472120278], + Complex[0.5175380613216817, 0.013796311889749842`], + Complex[0.5189879449264019, 0.013814547108843724`], + Complex[0.5204402143638649, 0.013832730126487084`], + Complex[0.5218948712172279, 0.013850860690416484`], + Complex[0.5233519170705049, 0.013868938548102155`], + Complex[0.524811353508568, 0.013886963446747823`], + Complex[0.5262731821171476, 0.013904935133290514`], + Complex[0.5277374044828326, 0.013922853354400352`], + Complex[0.5292040221930712, 0.013940717856480375`], + Complex[0.5306730368361704, 0.01395852838566632], + Complex[0.5321444500012981, 0.013976284687826454`], + Complex[0.5336182632784815, 0.013993986508561351`], + Complex[0.5350944782586089, 0.014011633593203718`], + Complex[0.5365730965334299, 0.014029225686818195`], + Complex[0.5380541196955549, 0.014046762534201142`], + Complex[0.5395375493384571, 0.01406424387988047], + Complex[0.5410233870564712, 0.014081669468115423`], + Complex[0.5425116344447949, 0.014099039042896392`], + Complex[0.5440022930994892, 0.01411635234794472], + Complex[0.5454953646174785, 0.014133609126712502`], + Complex[0.546990850596551, 0.014150809122382379`], + Complex[0.5484887526353591, 0.014167952077867366`], + Complex[0.5499890723334205, 0.01418503773581063], + Complex[0.5514918112911176, 0.014202065838585312`], + Complex[0.5529969711096986, 0.014219036128294307`], + Complex[0.5545045533912774, 0.014235948346770094`], + Complex[0.5560145597388345, 0.01425280223557452], + Complex[0.5575269917562172, 0.014269597535998619`], + Complex[0.5590418510481401, 0.014286333989062386`], + Complex[0.5605591392201849, 0.014303011335514607`], + Complex[0.5620788578788016, 0.014319629315832654`], + Complex[0.5636010086313092, 0.014336187670222288`], + Complex[0.5651255930858945, 0.014352686138617439`], + Complex[0.5666526128516143, 0.014369124460680047`], + Complex[0.5681820695383951, 0.014385502375799834`], + Complex[0.5697139647570327, 0.014401819623094116`], + Complex[0.5712483001191941, 0.014418075941407602`], + Complex[0.572785077237417, 0.014434271069312204`], + Complex[0.5743242977251107, 0.014450404745106817`], + Complex[0.5758659631965551, 0.014466476706817149`], + Complex[0.5774100752669037, 0.014482486692195496`], + Complex[0.5789566355521816, 0.014498434438720568`], + Complex[0.580505645669287, 0.01451431968359725], + Complex[0.5820571072359919, 0.014530142163756464`], + Complex[0.5836110218709414, 0.014545901615854905`], + Complex[0.5851673911936552, 0.01456159777627488], + Complex[0.5867262168245276, 0.014577230381124105`], + Complex[0.5882875003848276, 0.01459279916623548], + Complex[0.5898512434967, 0.014608303867166939`], + Complex[0.5914174477831654, 0.014623744219201193`], + Complex[0.5929861148681204, 0.014639119957345563`], + Complex[0.5945572463763382, 0.014654430816331776`], + Complex[0.5961308439334696, 0.01466967653061576], + Complex[0.5977069091660422, 0.014684856834377428`], + Complex[0.5992854437014622, 0.01469997146152052], + Complex[0.6008664491680135, 0.014715020145672365`], + Complex[0.6024499271948593, 0.014730002620183693`], + Complex[0.6040358794120413, 0.014744918618128412`], + Complex[0.6056243074504812, 0.01475976787230346], + Complex[0.6072152129419808, 0.014774550115228543`], + Complex[0.6088085975192218, 0.014789265079145976`], + Complex[0.610404462815767, 0.014803912496020463`], + Complex[0.6120028104660608, 0.01481849209753889], + Complex[0.6136036421054283, 0.014833003615110144`], + Complex[0.6152069593700773, 0.014847446779864893`], + Complex[0.6168127638970984, 0.014861821322655396`], + Complex[0.6184210573244641, 0.014876126974055279`], + Complex[0.620031841291031, 0.014890363464359367`], + Complex[0.6216451174365389, 0.014904530523583454`], + Complex[0.6232608874016123, 0.014918627881464107`], + Complex[0.62487915282776, 0.014932655267458472`], + Complex[0.6264999153573755, 0.014946612410744065`], + Complex[0.6281231766337377, 0.014960499040218563`], + Complex[0.6297489383010119, 0.014974314884499606`], + Complex[0.6313772020042488, 0.014988059671924611`], + Complex[0.6330079693893866, 0.01500173313055053], + Complex[0.6346412421032497, 0.015015334988153682`], + Complex[0.6362770217935507, 0.015028864972229543`], + Complex[0.6379153101088895, 0.01504232280999252], + Complex[0.6395561086987547, 0.015055708228375776`], + Complex[0.6411994192135235, 0.015069020954031002`], + Complex[0.642845243304462, 0.01508226071332823], + Complex[0.6444935826237267, 0.015095427232355638`], + Complex[0.6461444388243631, 0.015108520236919304`], + Complex[0.6477978135603073, 0.015121539452543045`], + Complex[0.6494537084863868, 0.015134484604468194`], + Complex[0.6511121252583199, 0.015147355417653396`], + Complex[0.6527730655327165, 0.015160151616774399`], + Complex[0.6544365309670789, 0.015172872926223862`], + Complex[0.6561025232198016, 0.015185519070111144`], + Complex[0.6577710439501719, 0.015198089772262086`], + Complex[0.6594420948183711, 0.015210584756218833`], + Complex[0.661115677485474, 0.015223003745239602`], + Complex[0.6627917936134488, 0.015235346462298491`], + Complex[0.6644704448651594, 0.01524761263008527], + Complex[0.666151632904364, 0.015259801971005163`], + Complex[0.6678353593957169, 0.015271914207178683`], + Complex[0.6695216260047676, 0.015283949060441358`], + Complex[0.6712104343979625, 0.015295906252343595`], + Complex[0.672901786242644, 0.015307785504150429`], + Complex[0.6745956832070522, 0.015319586536841331`], + Complex[0.6762921269603248, 0.015331309071110005`], + Complex[0.677991119172497, 0.01534295282736417], + Complex[0.6796926615145029, 0.01535451752572537], + Complex[0.6813967556581753, 0.015366002886028747`], + Complex[0.6831034032762459, 0.015377408627822843`], + Complex[0.6848126060423466, 0.0153887344703694], + Complex[0.686524365631009, 0.015399980132643157`], + Complex[0.6882386837176656, 0.015411145333331608`], + Complex[0.6899555619786493, 0.015422229790834838`], + Complex[0.691675002091195, 0.015433233223265293`], + Complex[0.6933970057334389, 0.01544415534844756], + Complex[0.6951215745844196, 0.01545499588391819], + Complex[0.6968487103240785, 0.015465754546925477`], + Complex[0.6985784146332598, 0.01547643105442923], + Complex[0.7003106891937113, 0.015487025123100606`], + Complex[0.7020455356880849, 0.015497536469321855`], + Complex[0.7037829557999365, 0.015507964809186143`], + Complex[0.7055229512137272, 0.015518309858497337`], + Complex[0.7072655236148228, 0.015528571332769778`], + Complex[0.7090106746894947, 0.015538748947228117`], + Complex[0.7107584061249214, 0.015548842416807047`], + Complex[0.7125087196091865, 0.015558851456151141`], + Complex[0.7142616168312813, 0.01556877577961461], + Complex[0.7160170994811041, 0.015578615101261125`], + Complex[0.7177751692494609, 0.015588369134863578`], + Complex[0.7195358278280668, 0.015598037593903899`], + Complex[0.721299076909544, 0.015607620191572809`], + Complex[0.7230649181874247, 0.01561711664076966], + Complex[0.7248333533561505, 0.01562652665410218], + Complex[0.7266043841110725, 0.015635849943886282`], + Complex[0.7283780121484529, 0.01564508622214587], + Complex[0.7301542391654635, 0.01565423520061258], + Complex[0.7319330668601882, 0.01566329659072564], + Complex[0.7337144969316222, 0.015672270103631585`], + Complex[0.7354985310796726, 0.015681155450184104`], + Complex[0.7372851710051591, 0.015689952340943784`], + Complex[0.7390744184098147, 0.015698660486177955`], + Complex[0.7408662749962849, 0.015707279595860407`], + Complex[0.7426607424681293, 0.015715809379671243`], + Complex[0.7444578225298218, 0.015724249546996624`], + Complex[0.746257516886751, 0.015732599806928583`], + Complex[0.7480598272452202, 0.015740859868264803`], + Complex[0.7498647553124486, 0.015749029439508413`], + Complex[0.7516723027965709, 0.01575710822886776], + Complex[0.7534824714066383, 0.0157650959442562], + Complex[0.7552952628526186, 0.015772992293291915`], + Complex[0.7571106788453971, 0.01578079698329766], + Complex[0.7589287210967766, 0.015788509721300577`], + Complex[0.7607493913194776, 0.015796130214031954`], + Complex[0.7625726912271397, 0.01580365816792707], + Complex[0.7643986225343211, 0.01581109328912491], + Complex[0.7662271869564989, 0.015818435283467998`], + Complex[0.7680583862100713, 0.015825683856502168`], + Complex[0.7698922220123553, 0.015832838713476363`], + Complex[0.771728696081589, 0.015839899559342407`], + Complex[0.773567810136932, 0.0158468660987548], + Complex[0.7754095658984649, 0.015853738036070496`], + Complex[0.7772539650871908, 0.015860515075348698`], + Complex[0.7791010094250341, 0.015867196920350643`], + Complex[0.7809507006348432, 0.015873783274539387`], + Complex[0.7828030404403893, 0.015880273841079588`], + Complex[0.7846580305663672, 0.015886668322837288`], + Complex[0.7865156727383956, 0.01589296642237972], + Complex[0.7883759686830184, 0.01589916784197505], + Complex[0.7902389201277039, 0.01590527228359222], + Complex[0.7921045288008458, 0.015911279448900684`], + Complex[0.7939727964317643, 0.015917189039270203`], + Complex[0.7958437247507051, 0.01592300075577068], + Complex[0.7977173154888408, 0.015928714299171844`], + Complex[0.799593570378272, 0.015934329369943153`], + Complex[0.8014724911520255, 0.015939845668253474`], + Complex[0.8033540795440568, 0.01594526289397093], + Complex[0.8052383372892504, 0.015950580746662682`], + Complex[0.807125266123419, 0.015955798925594674`], + Complex[0.8090148677833044, 0.015960917129731446`], + Complex[0.8109071440065793, 0.01596593505773593], + Complex[0.8128020965318452, 0.01597085240796919], + Complex[0.8146997270986355, 0.015975668878490265`], + Complex[0.8166000374474139, 0.01598038416705589], + Complex[0.8185030293195759, 0.015984997971120324`], + Complex[0.8204087044574486, 0.01598950998783511], + Complex[0.822317064604292, 0.015993919914048867`], + Complex[0.8242281115042986, 0.015998227446307096`], + Complex[0.8261418469025945, 0.01600243228085189], + Complex[0.8280582725452392, 0.016006534113621823`], + Complex[0.8299773901792262, 0.016010532640251627`], + Complex[0.8318992015524841, 0.01601442755607205], + Complex[0.8338237084138762, 0.016018218556109597`], + Complex[0.8357509125132011, 0.01602190533508635], + Complex[0.8376808156011937, 0.016025487587419673`], + Complex[0.8396134194295249, 0.016028965007222118`], + Complex[0.8415487257508023, 0.01603233728830108], + Complex[0.8434867363185714, 0.016035604124158647`], + Complex[0.8454274528873146, 0.016038765207991388`], + Complex[0.8473708772124526, 0.016041820232690088`], + Complex[0.849317011050345, 0.01604476889083958], + Complex[0.8512658561582899, 0.01604761087471849], + Complex[0.8532174142945248, 0.016050345876299017`], + Complex[0.8551716872182274, 0.016052973587246756`], + Complex[0.857128676689516, 0.016055493698920426`], + Complex[0.8590883844694488, 0.016057905902371692`], + Complex[0.8610508123200258, 0.016060209888344914`], + Complex[0.863015962004188, 0.016062405347276938`], + Complex[0.8649838352858191, 0.016064491969296883`], + Complex[0.8669544339297451, 0.016066469444225923`], + Complex[0.8689277597017352, 0.016068337461577067`], + Complex[0.8709038143685014, 0.016070095710554906`], + Complex[0.8728825996977, 0.016071743880055445`], + Complex[0.8748641174579314, 0.016073281658665846`], + Complex[0.8768483694187403, 0.01607470873466422], + Complex[0.8788353573506179, 0.016076024796019394`], + Complex[0.8808250830249996, 0.01607722953039072], + Complex[0.8828175482142673, 0.016078322625127817`], + Complex[0.8848127546917498, 0.016079303767270365`], + Complex[0.886810704231722, 0.016080172643547906`], + Complex[0.8888113986094078, 0.016080928940379585`], + Complex[0.8908148396009758, 0.01608157234387395], + Complex[0.8928210289835468, 0.016082102539828703`], + Complex[0.8948299685351869, 0.01608251921373056], + Complex[0.8968416600349147, 0.016082822050754928`], + Complex[0.8988561052626949, 0.016083010735765707`], + Complex[0.9008733059994442, 0.01608308495331512], + Complex[0.9028932640270293, 0.016083044387643426`], + Complex[0.9049159811282697, 0.01608288872267879], + Complex[0.9069414590869321, 0.016082617642036907`], + Complex[0.908969699687739, 0.016082230829020924`], + Complex[0.9110007047163637, 0.01608172796662119], + Complex[0.9130344759594324, 0.01608110873751494], + Complex[0.9150710152045229, 0.016080372824066172`], + Complex[0.9171103242401699, 0.01607951990832539], + Complex[0.9191524048558589, 0.016078549672029385`], + Complex[0.9211972588420327, 0.016077461796601], + Complex[0.9232448879900861, 0.016076255963148878`], + Complex[0.9252952940923711, 0.016074931852467327`], + Complex[0.927348478942196, 0.016073489145036028`], + Complex[0.9294044443338254, 0.016071927521019814`], + Complex[0.9314631920624781, 0.01607024666026844], + Complex[0.9335247239243326, 0.0160684462423164], + Complex[0.935589041716525, 0.016066525946382686`], + Complex[0.9376561472371482, 0.016064485451370514`], + Complex[0.9397260422852557, 0.016062324435867206`], + Complex[0.9417987286608565, 0.016060042578143804`], + Complex[0.943874208164923, 0.016057639556155003`], + Complex[0.9459524825993836, 0.016055115047538874`], + Complex[0.948033553767132, 0.01605246872961662], + Complex[0.9501174234720172, 0.01604970027939229], + Complex[0.9522040935188529, 0.016046809373552698`], + Complex[0.9542935657134137, 0.016043795688467102`], + Complex[0.9563858418624374, 0.01604065890018699], + Complex[0.9584809237736207, 0.01603739868444584], + Complex[0.9605788132556273, 0.016034014716658933`], + Complex[0.9626795121180831, 0.01603050667192313], + Complex[0.9647830221715782, 0.016026874225016592`], + Complex[0.9668893452276652, 0.016023117050398578`], + Complex[0.9689984830988638, 0.01601923482220924], + Complex[0.9711104375986584, 0.016015227214269383`], + Complex[0.9732252105415, 0.01601109390008025], + Complex[0.9753428037428026, 0.01600683455282324], + Complex[0.9774632190189505, 0.016002448845359726`], + Complex[0.979586458187293, 0.015997936450230888`], + Complex[0.981712523066149, 0.01599329703965736], + Complex[0.9838414154748021, 0.015988530285539055`], + Complex[0.9859731372335072, 0.015983635859454955`], + Complex[0.9881076901634868, 0.015978613432662915`], + Complex[0.9902450760869341, 0.01597346267609935], + Complex[0.9923852968270102, 0.01596818326037904], + Complex[0.9945283542078477, 0.01596277485579495], + Complex[0.9966742500545497, 0.015957237132317954`], + Complex[0.9988229861931918, 0.015951569759596575`], + Complex[1.0009745644508175`, 0.015945772406956847`], + Complex[1.0031289866554467`, 0.015939844743401987`], + Complex[1.0052862546360684`, 0.01593378643761225], + Complex[1.0074463702226486`, 0.01592759715794466], + Complex[1.009609335246122, 0.01592127657243279], + Complex[1.0117751515384004`, 0.015914824348786473`], + Complex[1.0139438209323688`, 0.01590824015439171], + Complex[1.0161153452618892`, 0.015901523656310278`], + Complex[1.018289726361794, 0.015894674521279628`], + Complex[1.0204669660678964`, 0.01588769241571259], + Complex[1.0226470662169833`, 0.015880577005697175`], + Complex[1.024830028646819, 0.01587332795699628], + Complex[1.0270158551961444`, 0.01586594493504759], + Complex[1.0292045477046776`, 0.015858427604963143`], + Complex[1.0313961080131162`, 0.015850775631529333`], + Complex[1.0335905379631354`, 0.015842988679206495`], + Complex[1.0357878393973887`, 0.01583506641212879], + Complex[1.0379880141595095`, 0.015827008494103862`], + Complex[1.0401910640941123`, 0.015818814588612784`], + Complex[1.0423969910467905`, 0.015810484358809614`], + Complex[1.0446057968641178`, 0.01580201746752127], + Complex[1.0468174833936503`, 0.015793413577247346`], + Complex[1.049032052483925, 0.015784672350159807`], + Complex[1.0512495059844627`, 0.015775793448102787`], + Complex[1.0534698457457645`, 0.0157667765325923], + Complex[1.0556930736193157`, 0.015757621264816085`], + Complex[1.057919191457585, 0.015748327305633372`], + Complex[1.060148201114026, 0.01573889431557458], + Complex[1.0623801044430743`, 0.01572932195484112], + Complex[1.0646149033001533`, 0.015719609883305237`], + Complex[1.0668525995416696`, 0.015709757760509594`], + Complex[1.0690931950250178`, 0.01569976524566728], + Complex[1.0713366916085756`, 0.015689631997661317`], + Complex[1.0735830911517101`, 0.015679357675044647`], + Complex[1.075832395514775, 0.015668941936039814`], + Complex[1.0780846065591119`, 0.015658384438538668`], + Complex[1.0803397261470493`, 0.015647684840102226`], + Complex[1.0825977561419047`, 0.015636842797960383`], + Complex[1.084858698407986, 0.015625857969011753`], + Complex[1.0871225548105903`, 0.015614730009823295`], + Complex[1.0893893272160022`, 0.015603458576630213`], + Complex[1.0916590174914993`, 0.015592043325335647`], + Complex[1.0939316275053497`, 0.01558048391151048], + Complex[1.0962071591268132`, 0.015568779990393088`], + Complex[1.0984856142261392`, 0.015556931216889062`], + Complex[1.1007669946745722`, 0.015544937245571051`], + Complex[1.1030513023443473`, 0.015532797730678484`], + Complex[1.1053385391086954`, 0.01552051232611735], + Complex[1.1076287068418376`, 0.015508080685459894`], + Complex[1.1099218074189918`, 0.015495502461944494`], + Complex[1.1122178427163698`, 0.015482777308475394`], + Complex[1.1145168146111788`, 0.01546990487762235], + Complex[1.1168187249816195`, 0.015456884821620555`], + Complex[1.1191235757068918`, 0.015443716792370337`], + Complex[1.1214313686671902`, 0.015430400441436908`], + Complex[1.1237421057437065`, 0.015416935420050128`], + Complex[1.1260557888186293`, 0.015403321379104318`], + Complex[1.128372419775146, 0.015389557969157924`], + Complex[1.1306920004974415`, 0.015375644840433397`], + Complex[1.1330145328707015`, 0.0153615816428169], + Complex[1.1353400187811078`, 0.015347368025858045`], + Complex[1.1376684601158435`, 0.015333003638769698`], + Complex[1.1399998587630928`, 0.015318488130427714`], + Complex[1.1423342166120403`, 0.015303821149370744`], + Complex[1.1446715355528694`, 0.015289002343799905`], + Complex[1.1470118174767676`, 0.015274031361578642`], + Complex[1.149355064275924, 0.015258907850232489`], + Complex[1.151701277843531, 0.015243631456948707`], + Complex[1.1540504600737809`, 0.01522820182857621], + Complex[1.1564026128618723`, 0.01521261861162513], + Complex[1.1587577381040075`, 0.015196881452266872`], + Complex[1.1611158376973931`, 0.015180989996333542`], + Complex[1.1634769135402387`, 0.015164943889317932`], + Complex[1.1658409675317614`, 0.01514874277637321], + Complex[1.1682080015721836`, 0.015132386302312669`], + Complex[1.1705780175627345`, 0.015115874111609523`], + Complex[1.172951017405648, 0.015099205848396632`], + Complex[1.1753270030041676`, 0.015082381156466247`], + Complex[1.1777059762625426`, 0.015065399679269878`], + Complex[1.1800879390860335`, 0.015048261059917939`], + Complex[1.182472893380904, 0.015030964941179508`], + Complex[1.1848608410544326`, 0.015013510965482141`], + Complex[1.1872517840149046`, 0.014995898774911686`], + Complex[1.1896457241716165`, 0.014978128011211888`], + Complex[1.1920426634348722`, 0.014960198315784256`], + Complex[1.1944426037159905`, 0.01494210932968778], + Complex[1.1968455469273, 0.01492386069363876], + Complex[1.1992514949821422`, 0.01490545204801048], + Complex[1.2016604497948684`, 0.014886883032832999`], + Complex[1.2040724132808458`, 0.014868153287792897`], + Complex[1.2064873873564521`, 0.01484926245223309], + Complex[1.2089053739390834`, 0.014830210165152518`], + Complex[1.2113263749471448`, 0.014810996065205912`], + Complex[1.2137503923000583`, 0.014791619790703578`], + Complex[1.2161774279182624`, 0.014772080979611189`], + Complex[1.2186074837232104`, 0.014752379269549462`], + Complex[1.2210405616373703`, 0.014732514297793962`], + Complex[1.223476663584229, 0.014712485701274834`], + Complex[1.225915791488289, 0.014692293116576629`], + Complex[1.2283579472750716`, 0.014671936179937973`], + Complex[1.2308031328711169`, 0.014651414527251333`], + Complex[1.2332513502039795`, 0.014630727794062904`], + Complex[1.2357026012022372`, 0.014609875615572091`], + Complex[1.2381568877954858`, 0.014588857626631648`], + Complex[1.2406142119143422`, 0.014567673461747074`], + Complex[1.2430745754904413`, 0.014546322755076588`], + Complex[1.245537980456441, 0.014524805140430771`], + Complex[1.2480044287460197`, 0.014503120251272419`], + Complex[1.2504739222938792`, 0.014481267720716211`], + Complex[1.2529464630357408`, 0.014459247181528509`], + Complex[1.2554220529083506`, 0.014437058266127132`], + Complex[1.2579006938494786`, 0.014414700606581074`], + Complex[1.2603823877979181`, 0.014392173834610233`], + Complex[1.2628671366934847`, 0.014369477581585272`], + Complex[1.2653549424770207`, 0.014346611478527223`], + Complex[1.2678458070903942`, 0.014323575156107413`], + Complex[1.2703397324764982`, 0.01430036824464711], + Complex[1.27283672057925, 0.014276990374117213`], + Complex[1.2753367733435965`, 0.014253441174138194`], + Complex[1.2778398927155108`, 0.014229720273979733`], + Complex[1.2803460806419933`, 0.014205827302560436`], + Complex[1.2828553390710717`, 0.014181761888447709`], + Complex[1.285367669951804, 0.014157523659857353`], + Complex[1.287883075234276, 0.014133112244653521`], + Complex[1.2904015568696037`, 0.01410852727034833], + Complex[1.2929231168099324`, 0.01408376836410154], + Complex[1.2954477570084386`, 0.014058835152720545`], + Complex[1.2979754794193288`, 0.014033727262659954`], + Complex[1.3005062859978438`, 0.014008444320021341`], + Complex[1.3030401787002515`, 0.01398298595055308], + Complex[1.305577159483856, 0.013957351779650027`], + Complex[1.308117230306993, 0.01393154143235334], + Complex[1.3106603931290335`, 0.013905554533350168`], + Complex[1.3132066499103778`, 0.013879390706973442`], + Complex[1.3157560026124648`, 0.01385304957720156], + Complex[1.318308453197766, 0.013826530767658317`], + Complex[1.3208640036297912`, 0.013799833901612383`], + Complex[1.3234226558730808`, 0.013772958601977327`], + Complex[1.325984411893216, 0.013745904491311162`], + Complex[1.3285492736568123`, 0.013718671191816202`], + Complex[1.3311172431315255`, 0.013691258325338837`], + Complex[1.333688322286044, 0.013663665513369182`], + Complex[1.336262513090099, 0.013635892377040895`], + Complex[1.3388398175144578`, 0.013607938537130925`], + Complex[1.341420237530929, 0.013579803614059291`], + Complex[1.3440037751123581`, 0.013551487227888698`], + Complex[1.3465904322326332`, 0.013522988998324454`], + Complex[1.3491802108666808`, 0.013494308544714166`], + Complex[1.3517731129904724`, 0.013465445486047464`], + Complex[1.3543691405810152`, 0.013436399440955694`], + Complex[1.3569682956163633`, 0.013407170027711801`], + Complex[1.3595705800756117`, 0.013377756864230029`], + Complex[1.362175995938899, 0.0133481595680656], + Complex[1.3647845451874052`, 0.013318377756414534`], + Complex[1.3673962298033566`, 0.013288411046113374`], + Complex[1.3700110517700235`, 0.013258259053638997`], + Complex[1.3726290130717218`, 0.013227921395108255`], + Complex[1.3752501156938104`, 0.01319739768627775], + Complex[1.3778743616226965`, 0.013166687542543635`], + Complex[1.380501752845833, 0.013135790578941417`], + Complex[1.3831322913517206`, 0.013104706410145474`], + Complex[1.3857659791299046`, 0.0130734346504691], + Complex[1.3884028181709818`, 0.013041974913863982`], + Complex[1.3910428104665948`, 0.013010326813920146`], + Complex[1.3936859580094378`, 0.012978489963865636`], + Complex[1.3963322627932504`, 0.01294646397656619], + Complex[1.3989817268128248`, 0.012914248464525088`], + Complex[1.4016343520640033`, 0.01288184303988291], + Complex[1.4042901405436796`, 0.012849247314417181`], + Complex[1.4069490942497962`, 0.012816460899542168`], + Complex[1.409611215181349, 0.012783483406308645`], + Complex[1.4122765053383877`, 0.012750314445403678`], + Complex[1.4149449667220129`, 0.012716953627150224`], + Complex[1.4176166013343776`, 0.012683400561507054`], + Complex[1.4202914111786906`, 0.012649654858068352`], + Complex[1.4229693982592149`, 0.01261571612606363], + Complex[1.4256505645812667`, 0.012581583974357245`], + Complex[1.428334912151218, 0.01254725801144833], + Complex[1.4310224429764977`, 0.012512737845470481`], + Complex[1.4337131590655892`, 0.01247802308419154], + Complex[1.436407062428035, 0.01244311333501322], + Complex[1.4391041550744306`, 0.012408008204970962`], + Complex[1.4418044390164328`, 0.012372707300733643`], + Complex[1.444507916266756, 0.012337210228603405`], + Complex[1.447214588839174, 0.012301516594515213`], + Complex[1.4499244587485158`, 0.012265626004036738`], + Complex[1.4526375280106745`, 0.012229538062368095`], + Complex[1.4553537986426013`, 0.012193252374341552`], + Complex[1.4580732726623098`, 0.012156768544421277`], + Complex[1.4607959520888716`, 0.012120086176703123`], + Complex[1.4635218389424225`, 0.012083204874914249`], + Complex[1.4662509352441588`, 0.012046124242413046`], + Complex[1.4689832430163416`, 0.012008843882188758`], + Complex[1.4717187642822926`, 0.011971363396861247`], + Complex[1.4744575010663985`, 0.011933682388680682`], + Complex[1.4771994553941101`, 0.011895800459527504`], + Complex[1.4799446292919427`, 0.011857717210911868`], + Complex[1.4826930247874757`, 0.01181943224397352], + Complex[1.4854446439093552`, 0.01178094515948162], + Complex[1.4881994886872933`, 0.011742255557834376`], + Complex[1.490957561152069, 0.011703363039058844`], + Complex[1.4937188633355265`, 0.011664267202810556`], + Complex[1.4964833972705793`, 0.01162496764837342], + Complex[1.4992511649912084`, 0.011585463974659434`], + Complex[1.5020221685324648`, 0.011545755780208295`], + Complex[1.5047964099304652`, 0.011505842663187257`], + Complex[1.5075738912223986`, 0.011465724221390871`], + Complex[1.5103546144465232`, 0.011425400052240662`], + Complex[1.5131385816421696`, 0.01138486975278499], + Complex[1.5159257948497347`, 0.011344132919698598`], + Complex[1.5187162561106908`, 0.011303189149282512`], + Complex[1.5215099674675827`, 0.011262038037463767`], + Complex[1.5243069309640256`, 0.011220679179795062`], + Complex[1.5271071486447076`, 0.011179112171454564`], + Complex[1.529910622555392, 0.011137336607245616`], + Complex[1.532717354742915, 0.0110953520815966], + Complex[1.5355273472551887`, 0.0110531581885604], + Complex[1.5383406021411976`, 0.011010754521814433`], + Complex[1.5411571214510036`, 0.010968140674660287`], + Complex[1.543976907235745, 0.010925316240023356`], + Complex[1.5467999615476367`, 0.010882280810452689`], + Complex[1.5496262864399668`, 0.010839033978120732`], + Complex[1.552455883967106, 0.010795575334823011`], + Complex[1.5552887561845015`, 0.010751904471977967`], + Complex[1.5581249051486779`, 0.010708020980626544`], + Complex[1.560964332917238, 0.010663924451432005`], + Complex[1.5638070415488676`, 0.01061961447467977], + Complex[1.5666530331033286`, 0.010575090640276893`], + Complex[1.5695023096414673`, 0.010530352537752207`], + Complex[1.5723548732252077`, 0.010485399756255575`], + Complex[1.5752107259175563`, 0.010440231884558029`], + Complex[1.5780698697826023`, 0.010394848511051248`], + Complex[1.5809323068855168`, 0.010349249223747449`], + Complex[1.5837980392925552`, 0.010303433610279161`], + Complex[1.5866670690710536`, 0.010257401257898664`], + Complex[1.5895393982894361`, 0.010211151753478118`], + Complex[1.592415029017207, 0.010164684683509055`], + Complex[1.5952939633249599`, 0.010117999634102134`], + Complex[1.5981762032843698`, 0.010071096190986978`], + Complex[1.601061750968201, 0.010023973939511824`], + Complex[1.603950608450303, 0.009976632464643281], + Complex[1.6068427778056136`, 0.009929071350966125], + Complex[1.6097382611101545`, 0.009881290182682866], + Complex[1.61263706044104, 0.009833288543613695], + Complex[1.6155391778764698`, 0.009785066017196125], + Complex[1.6184446154957357`, 0.009736622186484686], + Complex[1.6213533753792153`, 0.009687956634150709], + Complex[1.624265459608379, 0.009639068942481989], + Complex[1.6271808702657868`, 0.009589958693382708], + Complex[1.6300996094350915`, 0.009540625468372931], + Complex[1.6330216792010335`, 0.009491068848588476], + Complex[1.6359470816494492`, 0.009441288414780664], + Complex[1.6388758188672652`, 0.009391283747315952], + Complex[1.6418078929425055`, 0.009341054426175756], + Complex[1.6447433059642804`, 0.009290600030956168], + Complex[1.6476820600228002`, 0.00923992014086764], + Complex[1.6506241572093678`, 0.009189014334734784], + Complex[1.653569599616383, 0.00913788219099607], + Complex[1.656518389337337, 0.009086523287703544], + Complex[1.6594705284668219`, 0.009034937202522571], + Complex[1.6624260191005238`, 0.008983123512731634], + Complex[1.6653848633352275`, 0.008931081795221948], + Complex[1.6683470632688127`, 0.00887881162649731], + Complex[1.6713126210002607`, 0.0088263125826737], + Complex[1.6742815386296495`, 0.008773584239479177], + Complex[1.6772538182581587`, 0.008720626172253422], + Complex[1.6802294619880636`, 0.008667437955947679], + Complex[1.6832084719227418`, 0.008614019165124293], + Complex[1.6861908501666727`, 0.008560369373956562], + Complex[1.6891765988254375`, 0.008506488156228446], + Complex[1.6921657200057136`, 0.008452375085334213], + Complex[1.6951582158152891`, 0.00839802973427832], + Complex[1.6981540883630477`, 0.008343451675675025], + Complex[1.701153339758981, 0.008288640481748218], + Complex[1.704155972114181, 0.00823359572433098], + Complex[1.707161987540847, 0.008178316974865457], + Complex[1.7101713881522809`, 0.008122803804402653], + Complex[1.7131841760628923`, 0.008067055783601979], + Complex[1.7162003533881933`, 0.008011072482731078], + Complex[1.7192199222448046`, 0.007954853471665517], + Complex[1.7222428847504545`, 0.007898398319888603], + Complex[1.725269243023977, 0.007841706596491055], + Complex[1.7282989991853144`, 0.007784777870170671], + Complex[1.7313321553555179`, 0.007727611709232134], + Complex[1.7343687136567474`, 0.007670207681586785], + Complex[1.7374086762122727`, 0.007612565354752215], + Complex[1.740452045146472, 0.00755468429585212], + Complex[1.7434988225848356`, 0.00749656407161594], + Complex[1.7465490106539636`, 0.007438204248378648], + Complex[1.7496026114815701`, 0.007379604392080456], + Complex[1.7526596271964776`, 0.007320764068266553], + Complex[1.7557200599286225`, 0.0072616828420868015`], + Complex[1.7587839118090556`, 0.007202360278295496], + Complex[1.7618511849699412`, 0.007142795941251091], + Complex[1.7649218815445549`, 0.007082989394915903], + Complex[1.7679960036672893`, 0.007022940202855821], + Complex[1.7710735534736515`, 0.006962647928240133], + Complex[1.7741545331002664`, 0.006902112133841169], + Complex[1.7772389446848689`, 0.006841332382034], + Complex[1.7803267903663178`, 0.006780308234796195], + Complex[1.783418072284584, 0.006719039253707697], + Complex[1.7865127925807591`, 0.006657524999950239], + Complex[1.7896109533970512`, 0.006595765034307345], + Complex[1.792712556876787, 0.006533758917163894], + Complex[1.7958176051644137`, 0.006471506208505999], + Complex[1.7989261004055002`, 0.0064090064679205305`], + Complex[1.802038044746728, 0.006346259254594991], + Complex[1.8051534403359077`, 0.006283264127317188], + Complex[1.808272289321968, 0.006220020644475056], + Complex[1.8113945938549598`, 0.006156528364056189], + Complex[1.8145203560860546`, 0.006092786843647717], + Complex[1.8176495781675484`, 0.006028795640435902], + Complex[1.8207822622528602`, 0.005964554311206155], + Complex[1.8239184104965356`, 0.0059000624123423315`], + Complex[1.8270580250542392`, 0.005835319499826776], + Complex[1.8302011080827651`, 0.005770325129239917], + Complex[1.8333476617400302`, 0.005705078855760028], + Complex[1.8364976881850803`, 0.005639580234162944], + Complex[1.839651189578083, 0.005573828818821805], + Complex[1.842808168080338, 0.005507824163706668], + Complex[1.8459686258542694`, 0.005441565822384448], + Complex[1.8491325650634318`, 0.005375053348018431], + Complex[1.8522999878725048`, 0.0053082862933680475`], + Complex[1.8554708964473, 0.005241264210788701], + Complex[1.8586452929547583`, 0.005173986652231351], + Complex[1.8618231795629516`, 0.005106453169242346], + Complex[1.8650045584410784`, 0.005038663312963029], + Complex[1.868189431759473, 0.004970616634129593], + Complex[1.8713778016895992`, 0.004902312683072778], + Complex[1.8745696704040549`, 0.0048337510097174324`], + Complex[1.8777650400765664`, 0.004764931163582398], + Complex[1.8809639128819993`, 0.004695852693780214], + Complex[1.8841662909963481`, 0.004626515149016783], + Complex[1.8873721765967457`, 0.0045569180775911974`], + Complex[1.8905815718614563`, 0.004487061027395239], + Complex[1.8937944789698804`, 0.004416943545913321], + Complex[1.897010900102556, 0.004346565180222195], + Complex[1.9002308374411583`, 0.004275925476990537], + Complex[1.9034542931684932`, 0.004205023982478656], + Complex[1.906681269468512, 0.004133860242538451], + Complex[1.9099117685263, 0.004062433802612897], + Complex[1.9131457925280826`, 0.00399074420773584], + Complex[1.9163833436612223`, 0.003918791002531709], + Complex[1.9196244241142215`, 0.0038465737312152817`], + Complex[1.9228690360767242`, 0.003774091937591359], + Complex[1.9261171817395164`, 0.0037013451650544857`], + Complex[1.929368863294521, 0.0036283329565886258`], + Complex[1.932624082934805, 0.0035550548547669814`], + Complex[1.9358828428545776`, 0.003481510401751667], + Complex[1.9391451452491926`, 0.0034076991392933756`], + Complex[1.942410992315143, 0.0033336206087312206`], + Complex[1.9456803862500676`, 0.0032592743509922556`], + Complex[1.948953329252751, 0.003184659906591482], + Complex[1.952229823523122, 0.003109776815631196], + Complex[1.9555098712622543`, 0.0030346246178009975`], + Complex[1.958793474672365, 0.002959202852377482], + Complex[1.9620806359568226`, 0.002883511058223806], + Complex[1.9653713573201388`, 0.0028075487737895047`], + Complex[1.9686656409679768`, 0.0027313155371102085`], + Complex[1.9719634891071411`, 0.0026548108858073446`], + Complex[1.975264903945592, 0.002578034357087776], + Complex[1.9785698876924351`, 0.0025009854877437523`], + Complex[1.9818784425579277`, 0.0024236638141523215`], + Complex[1.9851905707534727`, 0.002346068872275321], + Complex[1.98850627449163, 0.0022682001976587415`], + Complex[1.9918255559861056`, 0.0021900573254329814`], + Complex[1.9951484174517633`, 0.002111639790312002], + Complex[1.9984748611046104`, 0.002032947126593375], + Complex[2.0018048891618148`, 0.0019539788681578463`], + Complex[2.0051385038416942`, 0.0018747345484693007`], + Complex[2.0084757073637216`, 0.0017952137005739985`], + Complex[2.0118165019485232`, 0.0017154158571008465`], + Complex[2.0151608898178806`, 0.0016353405502606902`], + Complex[2.018508873194732, 0.0015549873118462856`], + Complex[2.02186045430317, 0.001474355673231835], + Complex[2.025215635368444, 0.001393445165372785], + Complex[2.028574418616962, 0.0013122553188055774`], + Complex[2.031936806276287, 0.0012307856636473505`], + Complex[2.035302800575145, 0.0011490357295955017`], + Complex[2.0386724037434143`, 0.0010670050459275562`], + Complex[2.042045618012136, 0.000984693141500917], + Complex[2.0454224456135126`, 0.0009020995447524827], + Complex[2.0488028887809038`, 0.0008192237836983432], + Complex[2.0521869497488296`, 0.0007360653859335362], + Complex[2.055574630752975, 0.0006526238786317487], + Complex[2.0589659340301845`, 0.0005688987885451302], + Complex[2.062360861818467, 0.00048488964200375795`], + Complex[2.0657594163569897`, 0.0004005959649155816], + Complex[2.069161599886088, 0.0003160172827660901], + Complex[2.0725674146472612`, 0.0002311531206178538], + Complex[2.075976862883172, 0.00014600300311055914`], + Complex[2.0793899468376447`, 0.000060566454460363184`], + Complex[2.082806668755676, -0.000025157001540154766`], + Complex[2.086227030883424, -0.0001111678415223194], + Complex[2.0896510354682167`, -0.00019746654254179652`], + Complex[2.093078684758545, -0.0002840535820786694], + Complex[2.096509981004073, -0.0003709294380379591], + Complex[2.099944926455629, -0.0004580945887495552], + Complex[2.1033835233652134`, -0.0005455495129690138], + Complex[2.106825773985993, -0.0006332946898774186], + Complex[2.1102716805723056`, -0.0007213305990818111], + Complex[2.1137212453796606`, -0.0008096577206155378], + Complex[2.11717447066474, -0.0008982765349384858], + Complex[2.12063135868539, -0.000987187522937416], + Complex[2.124091911700639, -0.0010763911659262063`], + Complex[2.12755613197068, -0.0011658879456461074`], + Complex[2.131024021756886, -0.0012556783442661673`], + Complex[2.1344955833217965`, -0.001345762844383376], + Complex[2.13797081892913, -0.0014361419290230548`], + Complex[2.141449730843779, -0.001526816081639168], + Complex[2.1449323213318143`, -0.0016177857861144965`], + Complex[2.1484185926604744`, -0.0017090515267609435`], + Complex[2.151908547098183, -0.00180061378832002], + Complex[2.155402186914536, -0.0018924730559629482`], + Complex[2.158899514380308, -0.0019846298152909544`], + Complex[2.1624005317674517`, -0.0020770845523356424`], + Complex[2.165905241349099, -0.002169837753559216], + Complex[2.1694136453995614`, -0.0022628899058549645`], + Complex[2.1729257461943283`, -0.0023562414965472567`], + Complex[2.17644154601007, -0.0024498930133918934`], + Complex[2.179961047124639, -0.0025438449445768715`], + Complex[2.1834842518170667`, -0.00263809777872185], + Complex[2.18701116236757, -0.0027326520048791617`], + Complex[2.190541781057543, -0.002827508112533683], + Complex[2.19407611016957, -0.0029226665916035274`], + Complex[2.1976141519874095`, -0.003018127932439746], + Complex[2.2011559087960153`, -0.0031138926258272165`], + Complex[2.204701382881515, -0.003209961162984741], + Complex[2.2082505765312286`, -0.003306334035565045], + Complex[2.2118034920336593`, -0.0034030117356554784`], + Complex[2.215360131678497, -0.00349999475577821], + Complex[2.2189204977566166`, -0.0035972835888902904`], + Complex[2.222484592560083, -0.0036948787283843584`], + Complex[2.226052418382147, -0.003792780668088469], + Complex[2.229623977517252, -0.0038909899022668074`], + Complex[2.233199272261022, -0.003989506925619661], + Complex[2.2367783049102794`, -0.004088332233283941], + Complex[2.2403610777630325`, -0.004187466320833319], + Complex[2.2439475931184814`, -0.004286909684278743], + Complex[2.2475378532770143`, -0.004386662820068478], + Complex[2.2511318605402155`, -0.0044867262250885415`], + Complex[2.2547296172108595`, -0.0045871003966629215`], + Complex[2.2583311255929144`, -0.004687785832554074], + Complex[2.26193638799154, -0.004788783030962959], + Complex[2.2655454067130907`, -0.004890092490529477], + Complex[2.2691581840651183`, -0.004991714710332731], + Complex[2.272774722356367, -0.005093650189891427], + Complex[2.276395023896774, -0.005195899429163972], + Complex[2.280019090997477, -0.005298462928548978], + Complex[2.2836469259708094`, -0.005401341188885335], + Complex[2.2872785311303026`, -0.005504534711452874], + Complex[2.2909139087906807`, -0.005608043997972184], + Complex[2.294553061267874, -0.005711869550605396], + Complex[2.2981959908790044`, -0.005816011871955941], + Complex[2.3018426999424, -0.005920471465069563], + Complex[2.305493190777581, -0.0060252488334338605`], + Complex[2.3091474657052764`, -0.006130344480979176], + Complex[2.3128055270474106`, -0.0062357589120784485`], + Complex[2.3164673771271125`, -0.006341492631547978], + Complex[2.3201330182687117`, -0.006447546144647258], + Complex[2.3238024527977403`, -0.006553919957079671], + Complex[2.327475683040936, -0.006660614574992417], + Complex[2.3311527113262396`, -0.006767630504977223], + Complex[2.334833539982793, -0.006874968254070198], + Complex[2.338518171340947, -0.006982628329752605], + Complex[2.342206607732257, -0.007090611239950716], + Complex[2.3458988514894847`, -0.007198917493036479], + Complex[2.3495949049465965`, -0.007307547597827611], + Complex[2.353294770438768, -0.007416502063587918], + Complex[2.356998450302381, -0.007525781400027694], + Complex[2.36070594687503, -0.007635386117303841], + Complex[2.364417262495512, -0.0077453167260205374`], + Complex[2.368132399503835, -0.00785557373722895], + Complex[2.3718513602412212`, -0.007966157662428267], + Complex[2.3755741470501013`, -0.008077069013565336], + Complex[2.3793007622741125`, -0.008188308303035255], + Complex[2.3830312082581098`, -0.008299876043681986], + Complex[2.386765487348157, -0.008411772748797924], + Complex[2.390503601891534, -0.008523998932124854], + Complex[2.39424555423673, -0.00863655510785398], + Complex[2.397991346733449, -0.008749441790626297], + Complex[2.40174098173261, -0.008862659495532832], + Complex[2.4054944615863496`, -0.008976208738114971], + Complex[2.409251788648018, -0.009090090034364853], + Complex[2.4130129652721775`, -0.009204303900725574], + Complex[2.4167779938146143`, -0.009318850854091412], + Complex[2.4205468766323257`, -0.00943373141180838], + Complex[2.4243196160835314`, -0.009548946091674379], + Complex[2.428096214527665, -0.00966449541193945], + Complex[2.4318766743253826`, -0.009780379891306146], + Complex[2.4356609978385593`, -0.00989660004892988], + Complex[2.43944918743029, -0.010013156404419243`], + Complex[2.4432412454648875`, -0.01013004947783612], + Complex[2.447037174307888, -0.01024727978969625], + Complex[2.4508369763260514`, -0.010364847860969362`], + Complex[2.4546406538873575`, -0.010482754213079593`], + Complex[2.4584482093610083`, -0.010600999367905595`], + Complex[2.46225964511743, -0.010719583847781225`], + Complex[2.466074963528274, -0.010838508175495434`], + Complex[2.469894166966416, -0.010957772874292768`], + Complex[2.473717257805953, -0.011077378467873697`], + Complex[2.477544238422212, -0.011197325480395023`], + Complex[2.481375111191746, -0.011317614436469725`], + Complex[2.4852098784923338`, -0.011438245861167914`], + Complex[2.48904854270298, -0.011559220280016658`], + Complex[2.4928911062039187`, -0.0116805382190006], + Complex[2.4967375713766113`, -0.011802200204561866`], + Complex[2.5005879406037534`, -0.011924206763601009`], + Complex[2.5044422162692617`, -0.0120465584234766], + Complex[2.5083004007582885`, -0.012169255712006152`], + Complex[2.512162496457216, -0.012292299157465755`], + Complex[2.516028505753658, -0.012415689288591353`], + Complex[2.519898431036458, -0.01253942663457805], + Complex[2.523772274695695, -0.01266351172508104], + Complex[2.5276500391226784`, -0.012787945090215663`], + Complex[2.531531726709954, -0.012912727260557783`], + Complex[2.5354173398512976`, -0.013037858767144278`], + Complex[2.539306880941724, -0.013163340141473107`], + Complex[2.5432003523774793`, -0.01328917191550344], + Complex[2.547097756556052, -0.013415354621656564`], + Complex[2.5509990958761564`, -0.013541888792815676`], + Complex[2.5549043727377527`, -0.013668774962326491`], + Complex[2.5588135895420367`, -0.013796013663997242`], + Complex[2.562726748691441, -0.01392360543209939], + Complex[2.566643852589636, -0.01405155080136769], + Complex[2.570564903641533, -0.014179850307000336`], + Complex[2.574489904253282, -0.01430850448465977], + Complex[2.578418856832277, -0.01443751387047261], + Complex[2.582351763787146, -0.014566879001029959`], + Complex[2.5862886275277654`, -0.01469660041338798], + Complex[2.5902294504652494`, -0.01482667864506794], + Complex[2.594174235011959, -0.014957114234056684`], + Complex[2.598122983581491, -0.015087907718806817`], + Complex[2.6020756985886933`, -0.015219059638237248`], + Complex[2.6060323824496545`, -0.015350570531733235`], + Complex[2.609993037581713, -0.015482440939146858`], + Complex[2.6139576664034436`, -0.015614671400797253`], + Complex[2.617926271334675, -0.015747262457471156`], + Complex[2.6218988547964797`, -0.01588021465042269], + Complex[2.6258754192111797`, -0.01601352852137436], + Complex[2.6298559670023387`, -0.016147204612516924`], + Complex[2.633840500594777, -0.016281243466509637`], + Complex[2.6378290224145564`, -0.016415645626480943`], + Complex[2.6418215348889955`, -0.016550411636028536`], + Complex[2.645818040446655, -0.016685542039219722`], + Complex[2.649818541517352, -0.01682103738059186], + Complex[2.653823040532154, -0.016956898205152296`], + Complex[2.65783153992338, -0.01709312505837919], + Complex[2.661844042124599, -0.01722971848622147], + Complex[2.665860549570634, -0.01736667903509942], + Complex[2.669881064697565, -0.017504007251904513`], + Complex[2.673905589942724, -0.017641703684000476`], + Complex[2.677934127744693, -0.01777976887922289], + Complex[2.681966680543316, -0.017918203385880044`], + Complex[2.6860032507796916`, -0.018057007752752693`], + Complex[2.6900438408961724`, -0.018196182529095065`], + Complex[2.6940884533363687`, -0.018335728264634546`], + Complex[2.698137090545148, -0.01847564550957244], + Complex[2.7021897549686376`, -0.018615934814583998`], + Complex[2.7062464490542233`, -0.01875659673081896], + Complex[2.7103071752505485`, -0.01889763180990167], + Complex[2.7143719360075167`, -0.019039040603931606`], + Complex[2.7184407337762937`, -0.019180823665483404`], + Complex[2.722513571009307, -0.01932298154760763], + Complex[2.726590450160241, -0.019465514803830505`], + Complex[2.7306713736840456`, -0.01960842398815489], + Complex[2.7347563440369345`, -0.019751709655060026`], + Complex[2.7388453636763836`, -0.019895372359502117`], + Complex[2.74293843506113, -0.020039412656914737`], + Complex[2.74703556065118, -0.02018383110320905], + Complex[2.751136742907802, -0.02032862825477401], + Complex[2.7552419842935327`, -0.020473804668476772`], + Complex[2.7593512872721697`, -0.020619360901663192`], + Complex[2.7634646543087826`, -0.020765297512157874`], + Complex[2.7675820878697066`, -0.020911615058264693`], + Complex[2.7717035904225473`, -0.021058314098767003`], + Complex[2.7758291644361726`, -0.021205395192927898`], + Complex[2.7799588123807246`, -0.021352858900490698`], + Complex[2.7840925367276155`, -0.02150070578167923], + Complex[2.7882303399495267`, -0.02164893639719824], + Complex[2.792372224520408, -0.0217975513082332], + Complex[2.796518192915483, -0.02194655107645145], + Complex[2.8006682476112483`, -0.022095936264001845`], + Complex[2.804822391085473, -0.022245707433515463`], + Complex[2.808980625817196, -0.022395865148105792`], + Complex[2.8131429542867328`, -0.022546409971368878`], + Complex[2.8173093789756747`, -0.022697342467384002`], + Complex[2.8214799023668853`, -0.022848663200713895`], + Complex[2.8256545269445037`, -0.02300037273640479], + Complex[2.8298332551939476`, -0.023152471639987043`], + Complex[2.8340160896019078`, -0.02330496047747549], + Complex[2.8382030326563585`, -0.023457839815369516`], + Complex[2.8423940868465434`, -0.023611110220653472`], + Complex[2.8465892546629905`, -0.02376477226079736], + Complex[2.8507885385975067`, -0.02391882650375618], + Complex[2.8549919411431786`, -0.02407327351797163], + Complex[2.859199464794368, -0.024228113872371393`], + Complex[2.863411112046723, -0.02438334813636979], + Complex[2.8676268853971725`, -0.02453897687986821], + Complex[2.871846787343926, -0.024695000673255252`], + Complex[2.876070820386475, -0.024851420087406983`], + Complex[2.8802989870255953`, -0.025008235693687764`], + Complex[2.8845312897633457`, -0.025165448063949852`], + Complex[2.888767731103074, -0.02532305777053448], + Complex[2.8930083135494016`, -0.025481065386271373`], + Complex[2.8972530396082488`, -0.02563947148447994], + Complex[2.9015019117868133`, -0.025798276638968873`], + Complex[2.905754932593584, -0.02595748142403695], + Complex[2.9100121045383323`, -0.026117086414472926`], + Complex[2.9142734301321216`, -0.02627709218555653], + Complex[2.9185389118873024`, -0.02643749931305793], + Complex[2.9228085523175156`, -0.02659830837323876], + Complex[2.9270823539376907`, -0.026759519942852347`], + Complex[2.931360319264045, -0.02692113459914358], + Complex[2.9356424508140906`, -0.027083152919849696`], + Complex[2.9399287511066303`, -0.027245575483200557`], + Complex[2.944219222661757, -0.027408402867918708`], + Complex[2.948513868000856, -0.0275716356532201], + Complex[2.9528126896466085`, -0.02773527441881392], + Complex[2.957115690122987, -0.027899319744903547`], + Complex[2.9614228719552607`, -0.028063772212186366`], + Complex[2.9657342376699907`, -0.028228632401854206`], + Complex[2.9700497897950364`, -0.028393900895593946`], + Complex[2.9743695308595535`, -0.028559578275587444`], + Complex[2.978693463393992, -0.02872566512451219], + Complex[2.9830215899300994`, -0.02889216202554161], + Complex[2.9873539130009257`, -0.029059069562344927`], + Complex[2.991690435140812, -0.02922638831908833], + Complex[2.9960311588854065`, -0.02939411888043457], + Complex[3.000376086771649, -0.029562261831543507`], + Complex[3.0047252213377877`, -0.029730817758072847`], + Complex[3.009078565123365, -0.0298997872461777], + Complex[3.0134361206692306`, -0.03006917088251168], + Complex[3.0177978905175307`, -0.030238969254226658`], + Complex[3.022163877211716, -0.030409182948973615`], + Complex[3.0265340832965455`, -0.03057981255490226], + Complex[3.0309085113180756`, -0.030750858660662295`], + Complex[3.0352871638236674`, -0.030922321855402918`], + Complex[3.0396700433619928`, -0.03109420272877364], + Complex[3.0440571524830227`, -0.031266501870924404`], + Complex[3.0484484937380407`, -0.031439219872506016`], + Complex[3.052844069679631, -0.031612357324670395`], + Complex[3.057243882861689, -0.03178591481907109], + Complex[3.0616479358394177`, -0.03195989294786347], + Complex[3.066056231169329, -0.03213429230370489], + Complex[3.0704687714092422`, -0.03230911347975539], + Complex[3.0748855591182886`, -0.032484357069677755`], + Complex[3.0793065968569087`, -0.032660023667638025`], + Complex[3.0837318871868553`, -0.0328361138683059], + Complex[3.0881614326711917`, -0.033012628266854444`], + Complex[3.0925952358742927`, -0.03318956745896148], + Complex[3.097033299361847, -0.03336693204080883], + Complex[3.1014756257008607`, -0.03354472260908374], + Complex[3.105922217459645, -0.033722939760978135`], + Complex[3.110373077207834, -0.03390158409418974], + Complex[3.1148282075163727`, -0.034080656206922244`], + Complex[3.1192876109575254`, -0.03426015669788526], + Complex[3.1237512901048663`, -0.03444008616629493], + Complex[3.128219247533294, -0.03462044521187482], + Complex[3.132691485819021, -0.03480123443485493], + Complex[3.137168007539582, -0.03498245443597349], + Complex[3.1416488152738222`, -0.03516410581647629], + Complex[3.146133911601914, -0.03534618917811741], + Complex[3.1506232991053476`, -0.035528705123159574`], + Complex[3.155116980366935, -0.03571165425437417], + Complex[3.1596149579708057`, -0.035895037175042194`], + Complex[3.164117234502415, -0.03607885448895404], + Complex[3.168623812548538, -0.03626310680041013], + Complex[3.1731346946972763`, -0.036447794714220855`], + Complex[3.1776498835380513`, -0.03663291883570777], + Complex[3.182169381661611, -0.03681847977070274], + Complex[3.186693191660027, -0.037004478125549606`], + Complex[3.1912213161267005`, -0.03719091450710314], + Complex[3.19575375765635, -0.037377789522730534`], + Complex[3.200290518845032, -0.03756510378031133], + Complex[3.204831602290119, -0.03775285788823739], + Complex[3.209377010590323, -0.03794105245541382], + Complex[3.2139267463456758`, -0.03812968809125894], + Complex[3.218480812157538, -0.038318765405704946`], + Complex[3.2230392106286083`, -0.03850828500919781], + Complex[3.2276019443629083`, -0.038698247512698056`], + Complex[3.232169015965793, -0.03888865352768073], + Complex[3.2367404280439485`, -0.03907950366613608], + Complex[3.2413161832053934`, -0.039270798540569696`], + Complex[3.245896284059481, -0.03946253876400296], + Complex[3.250480733216892, -0.03965472494997313], + Complex[3.2550695332896495`, -0.03984735771253409], + Complex[3.2596626868911054`, -0.04004043766625634], + Complex[3.2642601966359495`, -0.0402339654262277], + Complex[3.2688620651402043`, -0.040427941608053214`], + Complex[3.273468295021232, -0.040622366827855805`], + Complex[3.27807888889773, -0.04081724170227642], + Complex[3.2826938493897373`, -0.04101256684847494], + Complex[3.2873131791186236`, -0.04120834288412949], + Complex[3.2919368807071043`, -0.0414045704274377], + Complex[3.29656495677923, -0.04160125009711639], + Complex[3.3011974099603965`, -0.041798382512402754`], + Complex[3.3058342428773346`, -0.041995968293053854`], + Complex[3.3104754581581193`, -0.04219400805934746], + Complex[3.315121058432168, -0.04239250243208201], + Complex[3.3197710463302412`, -0.04259145203257747], + Complex[3.324425424484437, -0.042790857482675054`], + Complex[3.3290841955282056`, -0.04299071940473852], + Complex[3.333747362096336, -0.04319103842165288], + Complex[3.338414926824965, -0.04339181515682704], + Complex[3.343086892351572, -0.04359305023419194], + Complex[3.3477632613149853`, -0.043794744278202236`], + Complex[3.3524440363553794`, -0.04399689791383618], + Complex[3.357129220114277, -0.04419951176659613], + Complex[3.3618188152345474`, -0.04440258646250854], + Complex[3.3665128243604086`, -0.04460612262812498], + Complex[3.371211250137429, -0.04481012089052182], + Complex[3.3759140952125293`, -0.04501458187730087], + Complex[3.3806213622339722`, -0.045219506216589614`], + Complex[3.3853330538513817`, -0.045424894537041946`], + Complex[3.3900491727157283`, -0.045630747467838045`], + Complex[3.3947697214793364`, -0.04583706563868502], + Complex[3.39949470279588, -0.046043849679816534`], + Complex[3.4042241193203933`, -0.0462511002219948], + Complex[3.4089579737092572`, -0.04645881789650905], + Complex[3.413696268620218, -0.04666700333517708], + Complex[3.418439006712363, -0.04687565717034502], + Complex[3.423186190646147, -0.04708478003488831], + Complex[3.427937823083379, -0.04729437256221132], + Complex[3.432693906687224, -0.04750443538624817], + Complex[3.4374544441222024`, -0.0477149691414627], + Complex[3.4422194380541984`, -0.04792597446284935], + Complex[3.4469888911504527`, -0.04813745198593315], + Complex[3.451762806079568, -0.04834940234677022], + Complex[3.4565411855115014`, -0.048561826181947765`], + Complex[3.461324032117579, -0.04877472412858512], + Complex[3.4661113485704833`, -0.048988096824333124`], + Complex[3.470903137544262, -0.04920194490737584], + Complex[3.475699401714324, -0.0494162690164293], + Complex[3.4805001437574394`, -0.04963106979074319], + Complex[3.485305366351748, -0.0498463478701006], + Complex[3.4901150721767524`, -0.050062103894818175`], + Complex[3.494929263913317, -0.05027833850574709], + Complex[3.499747944243677, -0.050495052344272956`], + Complex[3.5045711158514314`, -0.0507122460523161], + Complex[3.5093987814215484`, -0.05092992027233245], + Complex[3.5142309436403636`, -0.05114807564731316], + Complex[3.5190676051955774`, -0.05136671282078574], + Complex[3.5239087687762662`, -0.05158583243681367], + Complex[3.528754437072871, -0.0518054351399973], + Complex[3.5336046127772063`, -0.05202552157547409], + Complex[3.5384592985824526`, -0.052246092388918405`], + Complex[3.5433184971831686`, -0.05246714822654308], + Complex[3.5481822112752806`, -0.052688689735098396`], + Complex[3.553050443556092, -0.05291071756187346], + Complex[3.557923196724274, -0.05313323235469594], + Complex[3.5628004734798755`, -0.05335623476193305], + Complex[3.5676822765243212`, -0.05357972543249105], + Complex[3.572568608560409, -0.053803705015816466`], + Complex[3.5774594722923143`, -0.054028174161895676`], + Complex[3.582354870425586, -0.05425313352125603], + Complex[3.587254805667157, -0.054478583744965614`], + Complex[3.592159280725331, -0.05470452548463385], + Complex[3.5970682983097917`, -0.05493095939241183], + Complex[3.6019818611316063`, -0.05515788612099275], + Complex[3.606899971903215, -0.05538530632361198], + Complex[3.611822633338449, -0.05561322065404774], + Complex[3.616749848152507, -0.05584162976662166], + Complex[3.6216816190619787`, -0.056070534316198156`], + Complex[3.6266179487848333`, -0.05629993495818626], + Complex[3.631558840040428, -0.05652983234853845], + Complex[3.63650429554949, -0.05676022714375199], + Complex[3.641454318034145, -0.056991120000869436`], + Complex[3.646408910217896, -0.05722251157747775], + Complex[3.651368074825637, -0.05745440253171058], + Complex[3.6563318145836403`, -0.057686793522246566`], + Complex[3.66130013221957, -0.057919685208311145`], + Complex[3.6662730304624773`, -0.05815307824967654], + Complex[3.6712505120428034`, -0.0583869733066619], + Complex[3.6762325796923716`, -0.058621371040133735`], + Complex[3.6812192361443996`, -0.05885627211150636], + Complex[3.6862104841334933`, -0.05909167718274212], + Complex[3.691206326395654, -0.059327586916352315`], + Complex[3.6962067656682636`, -0.05956400197539659], + Complex[3.7012118046901032`, -0.05980092302348411], + Complex[3.706221446201347, -0.06003835072477334], + Complex[3.711235692943561, -0.06027628574397313], + Complex[3.716254547659701, -0.06051472874634242], + Complex[3.7212780130941217`, -0.060753680397690565`], + Complex[3.7263060919925706`, -0.060993141364378584`], + Complex[3.731338787102195, -0.06123311231331813], + Complex[3.7363761011715297`, -0.061473593911973226`], + Complex[3.7414180369505132`, -0.06171458682836005], + Complex[3.7464645971904833`, -0.06195609173104656], + Complex[3.7515157846441696`, -0.06219810928915458], + Complex[3.7565716020657005`, -0.06244064017235826], + Complex[3.7616320522106115`, -0.0626836850508859], + Complex[3.7666971378358314`, -0.0629272445955197], + Complex[3.771766861699691, -0.06317131947759565], + Complex[3.776841226561923, -0.06341591036900537], + Complex[3.7819202351836614`, -0.0636610179421948], + Complex[3.787003890327444, -0.06390664287016534], + Complex[3.792092194757214, -0.06415278582647453], + Complex[3.7971851512383115`, -0.06439944748523566], + Complex[3.802282762537485, -0.06464662852111895], + Complex[3.807385031422891, -0.06489432960935124], + Complex[3.8124919606640906`, -0.06514255142571665], + Complex[3.817603553032044, -0.0653912946465568], + Complex[3.8227198112991285`, -0.06564055994877169], + Complex[3.8278407382391237`, -0.06589034800981913], + Complex[3.832966336627221, -0.0661406595077164], + Complex[3.8380966092400146`, -0.06639149512103878], + Complex[3.8432315588555146`, -0.066642855528922], + Complex[3.848371188253138, -0.06689474141106125], + Complex[3.8535155002137165`, -0.06714715344771166], + Complex[3.858664497519485, -0.06740009231968928], + Complex[3.8638181829540996`, -0.06765355870837124], + Complex[3.8689765593026277`, -0.06790755329569526], + Complex[3.874139629351545, -0.0681620767641613], + Complex[3.879307395888743, -0.06841712979683148], + Complex[3.8844798617035337`, -0.06867271307732968], + Complex[3.889657029586637, -0.06892882728984309], + Complex[3.894838902330197, -0.0691854731191222], + Complex[3.9000254827277607`, -0.06944265125048024], + Complex[3.9052167735743084`, -0.06970036236979514], + Complex[3.9104127776662287`, -0.06995860716350882], + Complex[3.915613497801335, -0.07021738631862744], + Complex[3.920818936778849, -0.07047670052272281], + Complex[3.9260290973994216`, -0.07073655046393156], + Complex[3.9312439824651277`, -0.07099693683095654], + Complex[3.9364635947794557`, -0.07125786031306629], + Complex[3.941687937147315, -0.07151932160009608], + Complex[3.9469170123750423`, -0.07178132138244814], + Complex[3.952150823270394, -0.0720438603510917], + Complex[3.9573893726425573`, -0.07230693919756356], + Complex[3.9626326633021307`, -0.07257055861396872], + Complex[3.967880698061152, -0.07283471929298063], + Complex[3.9731334797330766`, -0.07309942192784105], + Complex[3.9783910111327874`, -0.07336466721236115], + Complex[3.9836532950765924`, -0.07363045584092132], + Complex[3.9889203343822324`, -0.07389678850847226], + Complex[3.9941921318688736`, -0.07416366591053444], + Complex[3.999468690357113, -0.07443108874319918], + Complex[4.004750012668971, -0.07469905770312849], + Complex[4.010036101627907, -0.07496757348755631], + Complex[4.015326960058806, -0.07523663679428758], + Complex[4.020622590787987, -0.07550624832169989], + Complex[4.025922996643194, -0.07577640876874289], + Complex[4.031228180453616, -0.07604711883493936], + Complex[4.036538145049867, -0.0763183792203854], + Complex[4.041852893263998, -0.07659019062575018], + Complex[4.047172427929494, -0.07686255375227749], + Complex[4.052496751881276, -0.07713546930178511], + Complex[4.0578258679556996`, -0.07740893797666554], + Complex[4.06315977899056, -0.07768296047988679], + Complex[4.068498487825086, -0.0779575375149916], + Complex[4.073841997299949, -0.07823266978609927], + Complex[4.079190310257254, -0.07850835799790512], + Complex[4.084543429540553, -0.07878460285568098], + Complex[4.089901357994827, -0.07906140506527559], + Complex[4.095264098466508, -0.07933876533311582], + Complex[4.1006316538034655`, -0.07961668436620503], + Complex[4.106004026855009, -0.07989516287212556], + Complex[4.111381220471891, -0.08017420155903837], + Complex[4.11676323750631, -0.08045380113568285], + Complex[4.122150080811908, -0.08073396231137772], + Complex[4.12754175324377, -0.08101468579602161], + Complex[4.132938257658426, -0.08129597230009325], + Complex[4.138339596913855, -0.0815778225346512], + Complex[4.143745773869477, -0.08186023721133534], + Complex[4.149156791386166, -0.0821432170423666], + Complex[4.154572652326241, -0.08242676274054753], + Complex[4.159993359553465, -0.08271087501926205], + Complex[4.165418915933058, -0.08299555459247748], + Complex[4.170849324331685, -0.08328080217474296], + Complex[4.176284587617461, -0.08356661848119079], + Complex[4.1817247086599565`, -0.08385300422753711], + Complex[4.187169690330189, -0.0841399601300816], + Complex[4.192619535500632, -0.08442748690570823], + Complex[4.198074247045211, -0.0847155852718855], + Complex[4.203533827839303, -0.08500425594666722], + Complex[4.2089982807597455`, -0.08529349964869226], + Complex[4.2144676086848225`, -0.08558331709718542], + Complex[4.219941814494283, -0.08587370901195723], + Complex[4.225420901069325, -0.0861646761134055], + Complex[4.230904871292606, -0.0864562191225142], + Complex[4.2363937280482435`, -0.08674833876085483], + Complex[4.241887474221812, -0.08704103575058691], + Complex[4.247386112700343, -0.08733431081445761], + Complex[4.252889646372332, -0.0876281646758024], + Complex[4.258398078127729, -0.08792259805854633], + Complex[4.263911410857954, -0.08821761168720288], + Complex[4.269429647455878, -0.08851320628687548], + Complex[4.274952790815841, -0.0888093825832574], + Complex[4.280480843833645, -0.08910614130263225], + Complex[4.286013809406557, -0.08940348317187483], + Complex[4.291551690433306, -0.08970140891845077], + Complex[4.297094489814086, -0.08999991927041678], + Complex[4.302642210450555, -0.09029901495642209], + Complex[4.3081948552458496`, -0.09059869670570839], + Complex[4.31375242710455, -0.09089896524810917], + Complex[4.319314928932729, -0.09119982131405188], + Complex[4.324882363637912, -0.09150126563455699], + Complex[4.3304547341291, -0.09180329894123879], + Complex[4.336032043316758, -0.09210592196630624], + Complex[4.341614294112828, -0.0924091354425624], + Complex[4.34720148943072, -0.09271294010340539], + Complex[4.352793632185317, -0.09301733668282913], + Complex[4.3583907252929714`, -0.09332232591542308], + Complex[4.3639927716715095`, -0.09362790853637293], + Complex[4.369599774240233, -0.09393408528146047], + Complex[4.375211735919922, -0.09424085688706543], + Complex[4.380828659632819, -0.09454822409016403], + Complex[4.386450548302652, -0.09485618762833062], + Complex[4.392077404854627, -0.0951647482397373], + Complex[4.397709232215422, -0.09547390666315525], + Complex[4.403346033313191, -0.09578366363795393], + Complex[4.408987811077574, -0.0960940199041031], + Complex[4.41463456843968, -0.09640497620217053], + Complex[4.42028630833211, -0.09671653327332572], + Complex[4.425943033688931, -0.0970286918593378], + Complex[4.431604747445704, -0.09734145270257691], + Complex[4.437271452539463, -0.09765481654601443], + Complex[4.442943151908729, -0.09796878413322338], + Complex[4.4486198484935064`, -0.09828335620837891], + Complex[4.4543015452352765`, -0.09859853351625841], + Complex[4.459988245077015, -0.09891431680224241], + Complex[4.465679950963176, -0.099230706812314], + Complex[4.4713766658397, -0.09954770429306059], + Complex[4.477078392654014, -0.0998653099916732], + Complex[4.482785134355035, -0.10018352465594738`], + Complex[4.488496893893166, -0.10050234903428312`], + Complex[4.494213674220297, -0.1008217838756861], + Complex[4.499935478289806, -0.10114182992976717`], + Complex[4.505662309056564, -0.10146248794674345`], + Complex[4.511394169476937, -0.10178375867743816`], + Complex[4.517131062508766, -0.102105642873281], + Complex[4.522872991111401, -0.10242814128630973`], + Complex[4.528619958245675, -0.10275125466916854`], + Complex[4.534371966873921, -0.1030749837751104], + Complex[4.540129019959954, -0.10339932935799598`], + Complex[4.5458911204690935`, -0.10372429217229512`], + Complex[4.5516582713681535`, -0.10404987297308652`], + Complex[4.557430475625441, -0.10437607251605846`], + Complex[4.563207736210759, -0.10470289155750878`], + Complex[4.568990056095408, -0.1050303308543466], + Complex[4.574777438252187, -0.10535839116409038`], + Complex[4.5805698856553985`, -0.10568707324487076`], + Complex[4.586367401280832, -0.10601637785542922`], + Complex[0., 0.]}}, {Automatic}], + Editable->False, + SelectWithContents->True, + Selectable->False]}], "}"}]], "Output", + CellChangeTimes->{ + 3.800612984071639*^9, {3.800613064252656*^9, 3.800613081937085*^9}, { + 3.800622768075091*^9, 3.800622796768629*^9}, 3.800622841433605*^9, { + 3.8006234004735126`*^9, 3.800623455400482*^9}, 3.800624105886346*^9, + 3.8006260009089622`*^9}, + CellLabel-> + "Out[140]=",ExpressionUUID->"9f5dbb83-6007-40c6-898c-390ffa9de25d"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"sol", "[", + RowBox[{"[", "3", "]"}], "]"}]], "Input", + CellLabel-> + "In[128]:=",ExpressionUUID->"14476345-27b8-4e48-8db3-09c2fc74916a"], + +Cell[BoxData[ + InterpretationBox[ + RowBox[{ + TagBox["InterpolatingFunction", + "SummaryHead"], "[", + DynamicModuleBox[{Typeset`open$$ = False, Typeset`embedState$$ = "Ready"}, + + TemplateBox[{PaneSelectorBox[{False -> GridBox[{{ + PaneBox[ + ButtonBox[ + DynamicBox[ + FEPrivate`FrontEndResource[ + "FEBitmaps", "SquarePlusIconMedium"]], + ButtonFunction :> (Typeset`open$$ = True), Appearance -> None, + Evaluator -> Automatic, Method -> "Preemptive"], + Alignment -> {Center, Center}, ImageSize -> + Dynamic[{ + Automatic, + 3.5 (CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification])}]], + GraphicsBox[{{ + GrayLevel[0.6], + AbsolutePointSize[5], + PointBox[{1, 1}], + PointBox[{2, 4}], + PointBox[{3, 2}], + PointBox[{4, 3}]}, {{}, {}, { + AbsoluteThickness[1], + Opacity[1.], + LineBox[CompressedData[" +1:eJwBMQPO/CFib1JlAgAAADIAAAACAAAA4ScLwZmZ6T/ACPskWpOYv4AjHgZ5 +3Os/cnpQh5xu1j/qWn1XCVDuP5K7ih5ptuc/r+pongFN8D/CUK87BHLxP46d +cUQ/bPE/ujUa8/qu9j9TbqBw1aPyP/TWyyAhFfw/neDJZqDG8z+QAqdF9GsA +QM1wGePDAfU/VsVD/9nXAkCidscSKDf2P6Bp73exDQVA/B1wDMFX9z+TpM3k +wfUGQDzjPoyykPg/7M3Z+O7ZCEABSgjW2LT5P3pl9LwNcgpAbCYw0z/T+j86 +ypori9cLQL0gflb/Cfw/lpOs9xIqDUCTvMaj8yv9Pw4alcoYNg5AT3Y1d0Bm +/j+pB2LLtyIPQLClAv7Nmv8/NnA5bbjSD0BLO2UnSF0AQFrcILXmpw9AsTLc +klX5AED+sDHBQukOQNp6UGP9igFAbZ+lR/sLDkD10dd20SgCQNHi3Mj38wxA +42MO5MXDAkAZdr6AZb8LQJRGQrZUVANArv7zEMKHCkA4OInLD/EDQLBlMO3M +IglAnnrNRWWDBEA3d8OX6skHQNf3wBnbEgVAD3D3ndNyBkADhMcwfa4FQHOK +7Wak/wRA8WDLrLk/BkC/MhCgYawDQNJM4msi3QZAwss/TmVLAkCGc6iEq3cH +QIsIg92+BgFA/OprAs8HCECrPCvgePD/P2VxQsMepAhAKXVLE0Xg/j+RSBbp +CDYJQPRz0a7WJ/4/kFqZaBPFCUDN4sX5uLj9P4J7LytKYApAvh1MbRmT/T82 +7cJSG/EKQHzT1YZwwv0/3W1pvRiOC0B2LZ/10lT+P0c/DY2wIAxAVrX8MJA7 +/z+DS2C2aLAMQElWzbMzPQBAsmbGIk1MDUCi9bAadCABQKTSKfTL3Q1AYexd +q+EpAkCJTaAId3sOQFyS/ndEhgNAQAPGdkIWD0BHWcLdahwFQLoJ6Umopg9A +vd1CiejSBkCTjw8wnSEQQPiVkXD08QhAq0KpbbNqEEBsk2Azxi4LQCyTGthZ +shBAYCBYjj+gDUAnaxVkFgARQMwfdA9ySBBAg+uOIqBIEUBj/5rHgMsRQNFn +q5SZmRFAL++xNeOlE0Dwt3AR + "]]}}}, AspectRatio -> 1, Axes -> + False, Background -> GrayLevel[0.93], Frame -> True, FrameStyle -> + Directive[ + GrayLevel[0.7], + Thickness[Tiny]], FrameTicks -> None, + ImageSize -> {Automatic, + Dynamic[ + 3.5 (CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification])]}, PlotRange -> {{0, 5}, {0, 5}}], + GridBox[{{ + RowBox[{ + TagBox["\"Domain: \"", "SummaryItemAnnotation"], + "\[InvisibleSpace]", + TagBox[ + RowBox[{"{", + RowBox[{"{", + RowBox[{ + RowBox[{"-", "1.`"}], ",", "1.`"}], "}"}], "}"}], + "SummaryItem"]}]}, { + RowBox[{ + TagBox["\"Output: \"", "SummaryItemAnnotation"], + "\[InvisibleSpace]", + TagBox["\"scalar\"", "SummaryItem"]}]}}, + GridBoxAlignment -> { + "Columns" -> {{Left}}, "Rows" -> {{Automatic}}}, AutoDelete -> + False, GridBoxItemSize -> { + "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, + GridBoxSpacings -> {"Columns" -> {{2}}, "Rows" -> {{Automatic}}}, + BaseStyle -> { + ShowStringCharacters -> False, NumberMarks -> False, + PrintPrecision -> 3, ShowSyntaxStyles -> False}]}}, + GridBoxAlignment -> {"Rows" -> {{Top}}}, AutoDelete -> False, + GridBoxItemSize -> { + "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, + BaselinePosition -> {1, 1}], True -> GridBox[{{ + PaneBox[ + ButtonBox[ + DynamicBox[ + FEPrivate`FrontEndResource[ + "FEBitmaps", "SquareMinusIconMedium"]], + ButtonFunction :> (Typeset`open$$ = False), Appearance -> None, + Evaluator -> Automatic, Method -> "Preemptive"], + Alignment -> {Center, Center}, ImageSize -> + Dynamic[{ + Automatic, + 3.5 (CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification])}]], + GraphicsBox[{{ + GrayLevel[0.6], + AbsolutePointSize[5], + PointBox[{1, 1}], + PointBox[{2, 4}], + PointBox[{3, 2}], + PointBox[{4, 3}]}, {{}, {}, { + AbsoluteThickness[1], + Opacity[1.], + LineBox[CompressedData[" +1:eJwBMQPO/CFib1JlAgAAADIAAAACAAAA4ScLwZmZ6T/ACPskWpOYv4AjHgZ5 +3Os/cnpQh5xu1j/qWn1XCVDuP5K7ih5ptuc/r+pongFN8D/CUK87BHLxP46d +cUQ/bPE/ujUa8/qu9j9TbqBw1aPyP/TWyyAhFfw/neDJZqDG8z+QAqdF9GsA +QM1wGePDAfU/VsVD/9nXAkCidscSKDf2P6Bp73exDQVA/B1wDMFX9z+TpM3k +wfUGQDzjPoyykPg/7M3Z+O7ZCEABSgjW2LT5P3pl9LwNcgpAbCYw0z/T+j86 +ypori9cLQL0gflb/Cfw/lpOs9xIqDUCTvMaj8yv9Pw4alcoYNg5AT3Y1d0Bm +/j+pB2LLtyIPQLClAv7Nmv8/NnA5bbjSD0BLO2UnSF0AQFrcILXmpw9AsTLc +klX5AED+sDHBQukOQNp6UGP9igFAbZ+lR/sLDkD10dd20SgCQNHi3Mj38wxA +42MO5MXDAkAZdr6AZb8LQJRGQrZUVANArv7zEMKHCkA4OInLD/EDQLBlMO3M +IglAnnrNRWWDBEA3d8OX6skHQNf3wBnbEgVAD3D3ndNyBkADhMcwfa4FQHOK +7Wak/wRA8WDLrLk/BkC/MhCgYawDQNJM4msi3QZAwss/TmVLAkCGc6iEq3cH +QIsIg92+BgFA/OprAs8HCECrPCvgePD/P2VxQsMepAhAKXVLE0Xg/j+RSBbp +CDYJQPRz0a7WJ/4/kFqZaBPFCUDN4sX5uLj9P4J7LytKYApAvh1MbRmT/T82 +7cJSG/EKQHzT1YZwwv0/3W1pvRiOC0B2LZ/10lT+P0c/DY2wIAxAVrX8MJA7 +/z+DS2C2aLAMQElWzbMzPQBAsmbGIk1MDUCi9bAadCABQKTSKfTL3Q1AYexd +q+EpAkCJTaAId3sOQFyS/ndEhgNAQAPGdkIWD0BHWcLdahwFQLoJ6Umopg9A +vd1CiejSBkCTjw8wnSEQQPiVkXD08QhAq0KpbbNqEEBsk2Azxi4LQCyTGthZ +shBAYCBYjj+gDUAnaxVkFgARQMwfdA9ySBBAg+uOIqBIEUBj/5rHgMsRQNFn +q5SZmRFAL++xNeOlE0Dwt3AR + "]]}}}, AspectRatio -> 1, Axes -> + False, Background -> GrayLevel[0.93], Frame -> True, FrameStyle -> + Directive[ + GrayLevel[0.7], + Thickness[Tiny]], FrameTicks -> None, + ImageSize -> {Automatic, + Dynamic[ + 3.5 (CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification])]}, PlotRange -> {{0, 5}, {0, 5}}], + GridBox[{{ + RowBox[{ + TagBox["\"Domain: \"", "SummaryItemAnnotation"], + "\[InvisibleSpace]", + TagBox[ + RowBox[{"{", + RowBox[{"{", + RowBox[{ + RowBox[{"-", "1.`"}], ",", "1.`"}], "}"}], "}"}], + "SummaryItem"]}]}, { + RowBox[{ + TagBox["\"Output: \"", "SummaryItemAnnotation"], + "\[InvisibleSpace]", + TagBox["\"scalar\"", "SummaryItem"]}]}, { + RowBox[{ + TagBox["\"Order: \"", "SummaryItemAnnotation"], + "\[InvisibleSpace]", + TagBox["1", "SummaryItem"]}]}, { + RowBox[{ + TagBox["\"Method: \"", "SummaryItemAnnotation"], + "\[InvisibleSpace]", + TagBox["\"Hermite\"", "SummaryItem"]}]}, { + RowBox[{ + TagBox["\"Periodic: \"", "SummaryItemAnnotation"], + "\[InvisibleSpace]", + TagBox["False", "SummaryItem"]}]}}, + GridBoxAlignment -> { + "Columns" -> {{Left}}, "Rows" -> {{Automatic}}}, AutoDelete -> + False, GridBoxItemSize -> { + "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, + GridBoxSpacings -> {"Columns" -> {{2}}, "Rows" -> {{Automatic}}}, + BaseStyle -> { + ShowStringCharacters -> False, NumberMarks -> False, + PrintPrecision -> 3, ShowSyntaxStyles -> False}]}}, + GridBoxAlignment -> {"Rows" -> {{Top}}}, AutoDelete -> False, + GridBoxItemSize -> { + "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, + BaselinePosition -> {1, 1}]}, + Dynamic[Typeset`open$$], ImageSize -> Automatic]}, + "SummaryPanel"], + DynamicModuleValues:>{}], "]"}], + InterpolatingFunction[{{-1., 1.}}, { + 5, 15, 0, {2001}, {2}, 0, 0, 0, 0, Automatic, {}, {}, + False}, CompressedData[" +1:eJw12wu8XFV1x/FIKVJLKbXUUktttNRSn2hRUdF/rKigqFGopZbalKKllGpq +qaWW2qCoqFSjoqKghvdTDBAgQGDdvN/Jfd+ZO487jzPnnDnnzDlRUVHBNrPX +r/fz4cMnyeQ89l7ftfdes/L8Cz7y3g8esWzZsmcc/m/qmcv4OWQv/uxz6gd+ +Wtn7jn3pfd+uKrvia2/+wiVJZXef+P4LX79U2cJNq9/wrIXKjggfrGz8qdt2 +VHbeazfs+tjjlX1qYs8Nb3mwsnve1v348fdUdvhi5/RvqexIv6C9vHXSUVd8 +rbLx1d79P5V9On/Pxud9urL1H73oy6PLK2v87BMXb7q0sqPCjSt7xdHjO1d2 +/pe2/Pjk8ysLj3dOZeG276gsXO7NlYWPvb6yPws/lX3gkbOOOeLFlX3uTasG +ky+obPx0331uZYdv+o0PP7uyZ4UXqexV4YOVjT/V+Flph1/2F3f8oLQHf/T0 +7GXD0sZv8bZuaceEFy7tNeGCpV1w3PiNSxtf7VMTpR1+icNvUlr/luu2LV9f +Wnjb20oLw/Ld0sLrfqO08BpfKi083mdLC7f9RGnhch8rLXzsw6V9KPyUdnhQ +9KoPlLbp0q+ecOT7Shs/3fQ7S3t2GOjS3hBepLSLwgdLG3/q2JeWdvhlDw91 +acMXjkewtOPDhJS2IrxwaReHC5b29fH0/mJkYdp+NLJiPB35yMIw90f252Fg +RhaGZXpk145fd8/IwmtsGVk5frxHRhZue9/IzggDOLKPhAcc2be+Of4Z2fbl +YYbt0OFZe83nRvb7IRBG9tYw0CP7l/AiI7t+2/iDI9v5jvFIj+yH0+88PNQj ++4MQMCM7M0zIyP41vPDIvjMOg9eMbPd4el8+sifG0/bCkf1hCKyRvT1M3Mj+ +LQzMyNaNh+Woke0dv+7Thf1k/Bo/Luz54fEKOztMcGH/HgawsBvHH5stbP++ +8U9hT54znuHC/igEamHvCoFQ2H+EgS7s5jGPmwo7OA776wr7+Ticv1rYH4eA +LmxlCJjC/jNMSGG3jsPlo4VNjcPg4sKeGk/vBYX9SQj8wt4bAquw/xoP81mF +3T4evjcVNjMeltcW9svx676isD8NQAo7NwRgYf8dJriwO8eXO66wufHHji7M +nRc4z3Ge4zzHeY7zHOc5znOc5zjPcZ7jPMd5jvMc5znOc5znOM9xnuM8x3mO +8xznOc5znOc4z3Ge4zzHeY7zHOc5znOcZzjPcJ7hPMN5hvMM5xnOM5xnOM9w +nuE8w3mG8wznGc4znGc4z3Ce4TzDeWZpcJ7hPLM3hhfJcJ7ZNQFchvPMsuA8 +w3mG8wznGc6HOB/ifIjzIc6HOB/ifIjzIc6HOB/ifGjhYzcMcT60wPfLQ5wP +LXC7YojzoQUeq4c4H1oI51VDnA8thN+7hzgf4nyI8yHOhzgf4nyI8yHOhzgf +4jzFeYrzFOcpzlOcpzhPcZ7iPMV5ivMU5ynOU5ynOE9xnuI8xXmK8xTnKc5T +nKc4T3Ge4jzFeYrzFOcpzlOcpzhPcZ7iPMF5gvME5wnOE5wnOE9wnuA8wXmC +8wTnCc4TnCc4T3Ce4DzBeYLzBOcJzhOcJzhPcJ7gPMF5gvME5wnOE5wnOE9w +HuM8xnmM8xjnMc5jnMc4j3EeWxScxziP7XXhxjHOY1sbgMQ4jy0OzmOcx3Z6 +eMAY57F9JTiPcR7jPMZ5jPMY5zHOY5zHOI9xHuM8xnmM8wHOBzgf4HyA8wHO +Bzgf4HyA8wHOBzgf4HyA8wHOBzgf4HyA8wHOBzgf4HyA8wHOBzgfWAgXDXA+ +sDC9Lx/gfGBhOp43wPnAwvAdO8D5wMLrPh3hPDLfbkQ4jyxcrhXhPLLAfF+E +88gCy00RziOcRziPcB7hPMJ5hPMI5xHOI5xHOI9wHuE8wnmE8wjnEc4jnEc4 +j3Ae4TzCeYTzCOd9nPdx3sd5H+d9nPdx3sd5H+d9nPdx3sd5H+d9nPdx3sd5 +H+d9nPdx3sd5H+d9nPdx3sd5H+d9nPdx3sd5H+d9nPdx3sd5D+c9nPdw3sN5 +D+c9nPdw3sN5j/W8h/Mezns47+G8h/Mezns47+G8h/Mezns47+G8h/Mezns4 +7+G8h/Mezns47+G8h/Mezrs47+K8i/Muzrs47+K8i/Muzrs47+K8i/Muzrs4 +7+K8i/Muzrs47+K8i/Muzrs47+K8i/Muzrs47+K8i/Muzrs47+K8i/MOzjs4 +7+C8g/MOzjs47+C8g/MOzjsWGN3dwXkH5x2cd3DewXkH5x2cd3DewXkH5x2c +d3DewXkH5x2cd3DewXkH5x2cd3DewXkH30u4XsLzEo6X8LuE2yW8LuF0CZ9L +uFzC4xIOl/C3hLslvC3hrI2vNq7aeGrjqI2fNm7aeGnjpI2PNi7aeGjjoE38 +t4n7NvHeJs5bxHeLuG4Rzy3iuEX8tojbFvHaIk5bxGeLuGwRjy3isEX8tYi7 +FvHWJM6axFeTuGoST03iqGkhbV7XtJDevtC0EPUfb1pIFxc3LbB+f9MCv7Oa +Fpi8tmkhnE9uWgi7E5oWwuPopr0oJM6GrQn5vGHzIY837CVh4hr2yTAwDauF +GzfsZSGxNuzKkJ8bthjycsNOCRPcsM+EAWxYMzxgw14Z8m7Drgr5tmHtkGcb +9uoQCA27Ogz0ovXCiyzaaSGPLtoXQ/5cZH+0SL5cJE8ukh8XyYuL5MNF8uAi ++W+RvLdIvlskzy2S3+rktTr5rE4eq5O/6uStOvmqTp6qk5/q5KU6+ahOHqqT +f+rknTr5pk6eqZNfauSVGvmkRh6pkT9q5I0a+aJGnqiRH2rkhRr5oEYeqOG/ +hvsa3ms4r+F8AecLOF/A+QLOF3C+gPMFnC/gfAHnCzhfwPkCzhdwvoDzBZzP +43we5/M4n8f5PM7ncT6P83mcz+N8HufzOJ/H+TzO53E+j/N5nM/hfA7nczif +w/kczudwPofzOZzP4XwO53M4n8P5HM7ncD6H81mcz+J8FuezOJ/F+SzOZ3E+ +i/NZnM/ifBbnszifxfkszmdxPovzGZzP4HwG5zM4n8H5DM5ncD6D8xmcz+B8 +BuczOJ/B+QzOZ+zUEAgz9nkfaJxP43wa59M4n8b5NM6ncT6N82mcT+N8GufT +OJ/G+TTOp3E+hfMpnE/hfArnUzifwvkUzqdwPoXzKZxP4XwK51M4n8L5FM6n +cD6J80mcT+J8EueTOJ/E+STOJ3E+ifNJnE/ifBLnkzifxPkkzifxfRDXB/F8 +EMcH8XsQtwfxehCnB/B5AJcH8HgAhwfwdwB3B/B2AGf78bUfV/vxtB9H+/Gz +Hzf78bIfJ/vwsQ8X+/CwDwf7iP99xP0+4n0fcb6X+N5LXO8lnvcSx3uJ373E +7V7ida91QpzusatDfO6x08LA7LEo3HiPrQ1xuMdOD/G3x9IQd3vsmhBvu21F +GMDdVoQH3G3XhrjabWeEeNpth0Ic7bbrQ/zstjPDQO+2J8KL7LJ1IU522dme +GO3JEBe77OYQD7tsZZiQXfZUeOFddnuY9112bkicO21ZmLaddnfI4zvtvDBx +O+3IkLd32vqQr3fa+SGx7rSjQ37eaRtCXt5hq8Jtd9gxfpCzjSH/7rALQ97d +YceFfLvDNoU8u8MuCoGww44PeXW7TYR8ut0uCXl0u50Q8ud22xby5na7NATM +dlse8uR22xfy4za7LOTFbXZSyIfbbDLkwW12eQisbXZyyHvbbDbku222JuS5 +bfaSkN+2Wi3kta12ZQjArXZKyGNbrRny11a7KuStrXZqyFdbrRPy1Fb2IVvI +S1vIR1vIQ1vIP1vIO1vIN1vIM1vIL5vJK5vJJ5vJI5vJH5vJG5vJF5vJE5vJ +DxPkhQnywQR5YAL/E7ifwPsEzifwbbg2PBuOH8fv47h9HK+P4/QxfD6Gy8fw ++BgON+FvE+424W0Tzh7F16O4ehRPj+LoEfw8gptH8PIITh7Gx8O4eBgPD+Ng +I/G/kbjfSLxvJM4fIr4fIq4fIp4fIo4fJH4fJG4fJF4fJE4fID4fsNVhYB6w +XSEeN9jy8Lob7LIQfxtsMsTdBjs5xNv9tiZc7n6rhfi6304JcXW/XRXi6T7r +hDi6z04L8XOfrfWBtjTEy722IsTJvXZtiI977VCIi3vtzBAP621dmJD19mSY +//W20gsJtjJM4/dtWZjn79v6MCz32Kowr/fYceE237OJMI/fs9Vh/u625WHe +7rbJMF932ZowT3fZKWF+7rROmJc7bW2YjztsRZiHO+xQGP/bbV0Y99ttZRjv +22xZGOfbbH0Y31ttVRjXW+24MJ632EQYx5ttdRi/m+2UMG43WSeM1022NozT +jbYijM+NdiiMyw22LozHDbYyjMM6WxYWtnW2yr8IsYnwvt+x5b6g2Zrwftdb +xzdOtiJ87Fu2LrzHN21ZOPhea6t8AbOJ8Lxft+VeeLI14fmu4bm+yvN8hef4 +Mvdfy32/yP2u5j6f5/pXcd3PcL0ruc4n+ftr+HuX8/nL+Nyl/Plqfv8ifr2K +/6+0//8GnV9r2V3hz8Xntcb/vrie1vj1xf20wu8vnkcT/nziebXCn1+8jyb8 +/cT7arm/vxgPrfLxEeOldT5+YjzV8fEV463lPv5iPrTc50fMl1b5/In51Dqf +XzHfOhTif52IB631+BDxolM8fkQ8adLjS8SbiD9NejyK+NRqj1cRvzrO41nE +t9Z7vIv410r3IHzokHsRfrTWPQlfOsW9CX+adI/Cp1a7V+FXx7ln4VvnuXfh +X7d7PhD5QU96vhD5Q2d6PhH5Rdd6vhH5R6nnI5GfdJrnK5G/dJXnM5HfVPN8 +J/KfTvZ8KPKjLvN8KfKndnk+FflVJ3i+FflXF3k+FvlZGz1fi/ytoz2fi/yu +8zzfi/yv2309EOuDnvT1QqwfOtPXE7G+6Fpfb8T6o9TXI7E+6TRfr8T6pat8 +PRPrm2q+3on1Tyf7eijWR13m66VYP7XL11OxvuoEX2/F+quLfD0W67M2+not +lmUd6eu5WN91t6/3Yv3Xub4fEPsDPeX7BbF/0M2+nxD7C53t+w2x/9ATvh8R ++xNd7/sVsX/RGb6fEfsbFb7fEfsfXeP7IbE/0um+XxL7J0W+nxL7K13t+y2x +/9Kpvh8T+zPN+n5N7N90ue/nxP5OJ/l+T+z/tM/3g2J/qEt9vyj2jzrR95Ni +fyn2mzrR959iP6ptvj8V+1Vd4vtXsZ/V8b6/FftdbfL9r9gP60LfH4v9so7x +/bPYT2uD76/Fflvn+/5b7Md1pO/PxX5dd/v+Xeznda7v78V+X0/5/l+cB3Sz +nw/EeUFn+/lBnCf0hJ8vxHlD1/v5Q5xHdIafT8R5RYWfX8R5Rtf4+Uacd3S6 +n3/EeUiRn4/EeUlX+/lJnKd0qp+vxHlLTT9/ifOYrvTzmTiv6SV+fhPnOc36 ++U6c93S5n//EeVAn+flQnBe1z8+P4jypS/18Kc6bOtHPn+I8qm1+PhXnVV3i +51dxntXxfr4V511t8vOvOA/rQj8fi/OyjvHzszhPa4Ofr8V5W+f7+Vucx3WE +n8/FeV3v8/O7OM/rTj/fi/O+funnf1EP0Hu9PiDqBbrV6weinqCfe31B1Bv0 +Lq8/iHqEbvT6hKhX6CdevxD1DL3d6xui3qHveP1D1EP0Q6+PiHqJ3ur1E1FP +0be8viLqLSq9/iLqMXqj12dEvUZf8fqNqOco9vqOqPfodV7/EfUgfdHrQ6Je +pJ7Xj0Q9Sa/2+pKoN4n6k7zuPCPqU/q816tE/Uptr2eJ+pZe6fUuUf/SZ7we +JupjWvR6maif6WVeTxP1NX3S622i/qZ5r8eJ+pxe5PU6Ub/TJ7yeJ+p7mvZ6 +n6j/6YVeDxT1QX3c64WifqgDXk8U9UW9wOuNov6oj3k9UtQntcfrlaJ+qed5 +PVPUN/VRr3eK+qd2eD1U1Ef1XK+XivqpPuz1VFFf1Ravt4r6q57j9VhRn9XF +Xq8V9Vs97vVcUd/Vs73eK+q/+pDXg0V9WI94vVjUj3Ws15NFfVkXeL1Z1J/1 +oNejRX1az/J6tahf6wNezxb1bd3n9W5R/9ZRXg8X9XG93+vlon6ue7yeLurr +OK/hvIbzGs5rOK/hvIbzGs5rOK/hvIbzGs5rOK/hvIbzGs5rOK/jvI7zOs7r +OK/jvI7zOs7rOK/jvI7zOs7rOK/jvI7zOs4P/75/34LzRZwv4nwR54s4X8T5 +Is4Xcb6I80WcL+J8EeeLOF/E+SLOGzhv4LyB8wbOGzhv4LyB8wbOGzhv4LyB +8wbOGzhv4LyB8wbOmzhv4ryJ8ybOmzhv4ryJ8ybOmzhv4ryJ8ybOmzhv4ryJ +8ybOWzhv4byF8xbOWzhv4byF8xbOWzhv4byF8xbOWzhv4byF8zbO2zhv47yN +8zbO2zhv47yN8zbO2zhv47yN8zbO2zhv47yN8yWcL+F8CedLOF/C+RLOl3C+ +hPMlnC/hfAnnSzhfwvkSzpf0DP/+XHyfrrv8+3Xxfbv+wr9/F9/H63/9+3nx +fb3u8O/vxff5Ose/3xff9+tp//5f9APoNu8PEP0Ceo/3D4h+Av3C+wtEv4Fu +8f4Ded9RR+/2/gR5/2FHP/P+BXl/Ykc3eX+DvH+xo3d6/4O8v7Gjn3p/hLz/ +saMbvH9C3h/Z1Tu8v0LeP9nVj73/Qt5f2dW3vT9D3n/Z1du8f0Peh93VD7y/ +Q96n3dV13v8h7+Pu6i3eHyLv8+6q8v4ReR94V15m6Mr7xLt6s/ef6Pe8H0V+ +LOxqq/eryLe1Xf2z97PI00VXv+v9LvL24q42ez+Mvub9Mfon75eRvH9Gv+P9 +NPK++J7M+23kffM9/aP348j76nv6be/Xkffd9/SY9/PI+3V7+gfv95H38/b0 +W94PJO/37elR7xeS9wP39EHvJ5KXTXr6Te83Ev1Hetj7kUR/kv7e+5VE/5J+ +w/uZRH+THvJ+J9H/pL/zfijRH6Vf934p0T+lB7yfSvRX6W+930r0X+nXvB9L +9Gfpfu/XEv1b+hvv5xL9XXqm93uJ/i/d6/1goj9Mf+39YqJ/TL/q/WSiv0zf +934z0X+mv/J+NNGfpl/xfjXRv6bveT+b6G/TX3q/m+h/w3mE8wjnEc4jnEc4 +j3Ae4TzCeYTzCOcRziOcRziPcB7hPMJ5hPMI5xHOI5xHOI9wHuE8wnmE8wjn +Ec4jnEc4j3Ae4TzC+QDnA5wPcD7A+QDnA33X+y1xPtBZ3o+J8wHOBzgf4HyA +8wHOBzgf4HyA8wHOBzgf4HyA8wHOBzgf4HyA8wHOBzgf4HyA8wHOBziPcR7j +PMZ5jPMY5zHOY5zHOI9xHuM8xnmM8xjnMc5jnMc4j3Ee4zzGeYzzGOcxzmOc +xziPcR7jPMZ5jPMY5zHOY5wnOE9wnuA8wXmC8wTnCc4TnCc4T3Ce4DzBeYLz +BOcJzhOcJzhPcJ7gPMF5gvME5wnOE5wnOE9wnuA8wXmC8wTnCc5TnKc4T3Ge +4jzFeYrzFOcpzlOcpzhPcZ7iPMV5ivMU5ynOU5ynOE9xnuI8xXmK8xTnKc5T +nKc4T3Ge4jzFeYrzFOcpzoc4H+J8iPMhzoc4H+J8iPMhzoc4H+pH/u8vcD7E ++RDnQ5wPcT7E+RDnQ5wPcT7E+RDnQ5wPcT7E+RDnQ5wPcT7E+RDnQ5wPcZ7h +PMN5hvMM5xnOM5xnOM9wnuE8w3mG8wznGc4znGc4z3Ce4TzDeYbzDOcZzjOc +ZzjPcJ7hPMN5hvMM5xnOM5xnOM9xnuM8x3mO8xznOc5znOc4z3Ge4zzHeY7z +HOc5znOc5zjPcZ7jPMd5jvMc5znOc5znOM9xnuM8x3mO8xznOc5znBc4L3Be +4LzAeYHzAucFzgucFzgvcF7gvMB5gfMC5wXOC5wXOC9wXuC8wHmB8wLnBc4L +nBc4L3Be4LzAeYHzAucFzgucj3A+wvkI5yOcj3A+wvkI5yOcj3A+wvkI5yN9 +2/+9Jc5HOB/hfITzEc5HOB/hfITzEc5HOB/hfITzEc5HOB/hfITzEc5HOB/h +vMR5ifMS5yXOS5yXOC9xXuK8xHmJ8xLnJc5LnJc4L3Fe4rzEeYnzEuclzkuc +lzgvcV7ivMR5ifMS5yXOS5yXOC9xXuG8wnmF8wrnFc4rnFc4r3Be4bzCeYXz +CucVziucVzivcF7hvMJ5hfMK5xXOK5xXOK9wXuG8wnmF8wrnFc4rnFfi35/r +/wAod6QK + "], {Developer`PackedArrayForm, CompressedData[" +1:eJwd2VMMIEyvANB/bdu2bdu2bdu2bdu2bdu27W/v2dvkJE36PDOdNkHDdhXb +Bvjf//53Mdj//j/+5QEJRGCCEJR/5eCEICShCE0YwhKO8EQgIpGITBSiEo3o +xCAmsYhNHOISj/gkICGJSEwSkpKM5KQgJalITRrSko70ZCAjmchMFrKSjezk +ICe5yE0e8pKP/BSgIIUoTBGKUozilKAkpShNGcpSjvJUoCKVqEwVqlKN6tSg +JrWoTR3qUo/6NKAhjWhME5rSjOa0oCWtaE0b2tKO9nSgI53oTBe60o3u9KAn +vehNH/rSj/4MYCCDGMwQhjKM4YxgJKMYzRjGMo7xTGAik5jMFKYyjenMYCaz +mM0c5jKP+SxgIYtYzBKWsozlrGAlq1jNGtayjvVsYCOb2MwWtrKN7exgJ7vY +zR72so/9HOAghzjMEY5yjOOc4CSnOM0ZznKO81zgIpe4zBWuco3r3OAmt7jN +He5yj/s84CGPeMwTnvKM57zgJa94zRve8o73fOAjn/jMF77yje/84Ce/+M0f +/uMv/w5/AAISiMAEISjBCE4IQhKK0IQhLOEITwQiEonIRCEq0YhODGISi9jE +IS7xiE8CEpKIxCQhKclITgpSkorUpCEt6UhPBjKSicxkISvZyE4OcpKL3OQh +L/nITwEKUojCFKEoxShOCUpSitKUoSzlKE8FKlKJylShKtWoTg1qUova1KEu +9ahPAxrSiMY0oSnNaE4LWtKK1rTh3wXejvZ0oCOd6EwXutKN7vSgJ73oTR/6 +0o/+DGAggxjMEIYyjOGMYCSjGM0YxjKO8UxgIpOYzBSmMo3pzGAms5jNHOYy +j/ksYCGLWMwSlrKM5axgJatYzRrWso71bGAjm9jMFrayje3sYCe72M0e9rKP +/RzgIIc4zBGOcozjnOAkpzjNGc5yjvNc4CKXuMwVrnKN69zgJre4zR3uco/7 +POAhj3jME57yjOe84CWveM0b3vKO93zgI5/4zBe+8o3v/OAnv/jNH/7jL/8e +/gAEJBCBCUJQghGcEIQkFKEJQ1jCEZ4IRCQSkYlCVKIRnRjEJBaxiUNc4hGf +BCQkEYlJQlKSkZwUpCQVqUlDWtKRngxkJBOZyUJWspGdHOQkF7nJQ17ykZ8C +FKQQhSlCUYpRnBKUpBSlKUNZylGeClSkEpWpQlWqUZ0a1KQWtalDXepRnwY0 +pBGNaUJTmtGcFrSkFa1pQ1va0Z4OdKQTnelCV7rRnR70pBe96UNf+tGfAQxk +EIMZwlCGMZwRjGQUoxnDWMYxnglMZBKTmcJUpjGdGcxkFrOZw1zmMZ8FLGQR +i1nCUpaxnBWsZBWrWcNa1rGeDWxkE5vZwla2sZ0d7GQXu9nDXvaxnwMc5BCH +OcJRjnGcE5zkFKc5w1nOcZ4LXOQSl7nCVa5xnRvc5Ba3ucNd7nGfBzzkEY95 +wlOe8ZwXvOQVr3nDW97xng985BOf+cJXvvGdH/zkF7/5w3/85V/TH4CABCIw +QQhKMIITgpCEIjRhCEs4whOBiEQiMlGISjSiE4OYxCI2cYhLPOKTgIQkIjFJ +SEoykpOClKQiNWlISzrSk4GMZCIzWchKNrKTg5zkIjd5yEs+8lOAghSiMEUo +SjGKU4KSlKI0ZShLOcpTgYpUojJVqEo1qlODmtSiNnWoSz3q04CGNKIxTWhK +M5rTgpa0ojVtaEs72tOBjnSiM13oSje604Oe9KI3fehLP/ozgIEMYjBDGMow +hjOCkYxiNGMYyzjGM4GJTGIyU5jKNKYzg5nMYjZzmMs85rOAhSxiMUtYyjKW +s4KVrGI1a1jLOtazgY1sYjNb2Mo2trODnexiN3vYyz72c4CDHOIwRzjKMY5z +gpOc4jRnOMs5znOBi1ziMle4yjWuc4Ob3OI2d7jLPe7zgIc84jFPeMoznvOC +l7ziNW94yzve84GPfOIzX/jKN77zg5/84jd/+I+//PvwByAggQhMEIISjOCE +ICShCE0YwhKO8EQgIpGITBSiEo3oxCAmsYhNHOISj/gkICGJSEwSkpKM5KQg +JalITRrSko70ZCAjmchMFrKSjezkICe5yE0e8pKP/BSgIIUoTBGKUozilKAk +pShNGcpSjvJUoCKVqEwVqlKN6tSgJrWoTR3qUo/6NKAhjWhME5rSjOa0oCWt +aE0b2tKO9nSgI53oTBe60o3u9KAnvehNH/rSj/4MYCCDGMwQhjKM4YxgJKMY +zRjGMo7xTGAik5jMFKYyjenMYCazmM0c5jKP+SxgIYtYzBKWsozlrGAlq1jN +GtayjvVsYCOb2MwWtrKN7exgJ7vYzR72so/9HOAghzjMEY5yjOOc4CSnOM0Z +znKO81zgIpe4zBWuco3r3OAmt7jNHe5yj/s84CGPeMwTnvKM57zgJa94zRve +8o73fOAjn/jMF77yje/84Ce/+M0f/uMv/4Z9AQhIIAIThKAEIzghCEkoQhOG +sIQjPBGISCQiE4WoRCM6MYhJLGITh7jEIz4JSEgiEpOEpCQjOSlISSpSk4a0 +pCM9GchIJjKThaxkIzs5yEkucpOHvOQjPwUoSCEKU4SiFKM4JShJKUpThrKU +ozwVqEglKlOFqlSjOjWoSS1qU4e61KM+DWhIIxrThKY0ozktaEkrWtOGtrSj +PR3oSCc604WudKM7PehJL3rTh770oz8DGMggBjOEoQxjOCMYyShGM4axjGM8 +E5jIJCYzhalMYzozmMksZjOHucxjPgtYyCIWs4SlLGM5K1jJKlazhrWsYz0b +2MgmNrOFrWxjOzvYyS52s4e97GM/BzjIIQ5zhKMc4zgnOMkpTnOGs5zjPBe4 +yCUuc4WrXOM6N7jJLW5zh7vc4z4PeMgjHvOEpzzjOS94ySte84a3vOM9H/jI +Jz7zha984zs/+MkvfvOH//jLv0F/AAISiMAEISjBCE4IQhKK0IQhLOEITwQi +EonIRCEq0YhODGISi9jEIS7xiE8CEpKIxCQhKclITgpSkorUpCEt6UhPBjKS +icxkISvZyE4OcpKL3OQhL/nITwEKUojCFKEoxShOCUpSitKUoSzlKE8FKlKJ +ylShKtWoTg1qUova1KEu9ahPAxrSiMY0oSnNaE4LWtKK1rShLe1oTwc60onO +dKEr3ehOD3rSi970oS/96M8ABjKIwQxhKMMYzghGMorRjGEs4xjPBCYyiclM +YSrTmM4MZjKL2cxhLvOYzwIWsojFLGEpy1jOClayitWsYS3rWM8GNrKJzWxh +K9vYzg52sovd7GEv+9jPAQ5yiMMc4SjHOM4JTnKK05zhLOc4zwUuconLXOEq +17jODW5yi9vc4S73uM8DHvKIxzzhKc94zgte8orXvOEt73jPBz7yic984Svf ++M4PfvKL3/zhP/7yb8kXgIAEIjBBCEowghOCkIQiNGEISzjCE4GIRCIyUYhK +NKITg5jEIjZxiEs84pOAhCQiMUlISjKSk4KUpCI1aUhLOtKTgYxkIjNZyEo2 +spODnOQiN3nISz7yU4CCFKIwRShKMYpTgpKUojRlKEs5ylOBilSiMlWoSjWq +U4Oa1KI2dahLPerTgIY0ojFNaEozmtOClrSiNW1oSzva04GOdKIzXehKN7rT +g570ojd96Es/+jOAgQxiMEMYyjCGM4KRjGI0YxjLOMYzgYlMYjJTmMo0pjOD +mcxiNnOYyzzms4CFLGIxS1jKMpazgpWsYjVrWMs61rOBjWxiM1vYyja2s4Od +7GI3e9jLPvZzgIMc4jBHOMoxjnOCk5ziNGc4yznOc4H/AywZ77E= + "], { + Complex[0., 0.], + Complex[6.878579414571214*^-7, 3.891800124666593*^-8], + Complex[2.752112349855369*^-6, 1.5560911357367526`*^-7], + Complex[6.193784542081835*^-6, 3.499788909218787*^-7], + Complex[0.000011013896423048626`, 6.219327418843559*^-7], + Complex[0.000017213470485979592`, 9.713759295877485*^-7], + Complex[0.000024793529812697235`, 1.3982135715735152`*^-6], + Complex[0.000033755098073909695`, 1.9023506396791105`*^-6], + Complex[0.0000440991995294979, 2.4836919599190877`*^-6], + Complex[0.0000558268590288028, 3.14214221236612*^-6], + Complex[0.00006893910201091279, 3.877605931031952*^-6], + Complex[0.00008343695450495123, 4.689987503748262*^-6], + Complex[0.00009932144313036403, 5.579191172047465*^-6], + Complex[0.00011659359509720757`, 6.545121031043417*^-6], + Complex[0.0001352544382064364, 7.587681029312058*^-6], + Complex[0.00015530500085019145`, 8.706774968771973*^-6], + Complex[0.00017674631201208813`, 9.902306504564873*^-6], + Complex[0.00019957940126750443`, 0.00001117417914493599], + Complex[0.00022380529878386984`, 0.000012522296251114428`], + Complex[0.0002494250353209533, 0.000013946561037193389`], + Complex[0.0002764396422311523, 0.000015446876570010355`], + Complex[0.00030485015145978125`, 0.000017023145769027182`], + Complex[0.0003346575955453612, 0.000018675271406210118`], + Complex[0.00036586300761990803`, 0.00002040315610590974], + Complex[0.0003984674214092219, 0.00002220670234474081], + Complex[0.000432471871233177, 0.00002408581245146206], + Complex[0.0004678773920060103, 0.000026040388606855914`], + Complex[0.0005046850192366119, 0.00002807033284360807], + Complex[0.0005428957890288138, 0.000030175547046187095`], + Complex[0.0005825107380816808, 0.0000323559329507239], + Complex[0.0006235309036897996, 0.00003461139214489106], + Complex[0.0006659573237435693, 0.000036941826067782237`], + Complex[0.0007097910367294916, 0.00003934713600979132], + Complex[0.0007550330817304607, 0.00004182722311249161], + Complex[0.0008016844984260548, 0.000044381988368514975`], + Complex[0.0008497463270928256, 0.000047011332621430705`], + Complex[0.0008992196086045892, 0.000049715156565624554`], + Complex[0.0009501053844327185, 0.00005249336074617759], + Complex[0.001002404696646432, 0.000055345845558744854`], + Complex[0.0010561185879130852`, 0.000058272511249434084`], + Complex[0.0011112481014984646`, 0.00006127325791468448], + Complex[0.001167794281267075, 0.00006434798550114496], + Complex[0.0012257581716824343`, 0.00006749659380555284], + Complex[0.0012851408178073634`, 0.0000707189824746121], + Complex[0.001345943265304279, 0.00007401505100487169], + Complex[0.0014081665604354842`, 0.00007738469874260379], + Complex[0.0014718117500634618`, 0.00008082782488368184], + Complex[0.0015368798816511662`, 0.00008434432847345874], + Complex[0.0016033720032623143`, 0.00008793410840664473], + Complex[0.0016712891635616812`, 0.00009159706342718534], + Complex[0.0017406324118153882`, 0.00009533309212813909], + Complex[0.0018114027978912007`, 0.00009914209295155549], + Complex[0.0018836013722588149`, 0.00010302396418835236`], + Complex[0.001957229185990157, 0.00010697860397819374`], + Complex[0.002032287290759673, 0.00011100591030936719`], + Complex[0.00210877673884462, 0.00011510578101866118`], + Complex[0.002186698583125365, 0.00011927811379124272`], + Complex[0.002266053877085673, 0.0001235228061605343], + Complex[0.0023468436748130027`, 0.00012783975550809118`], + Complex[0.0024290690309988023`, 0.00013222885906347863`], + Complex[0.0025127310009387996`, 0.0001366900139041488], + Complex[0.00259783064053329, 0.00014122311695531718`], + Complex[0.0026843690062874734`, 0.00014582806498984207`], + Complex[0.002772347155311649, 0.00015050475462809578`], + Complex[0.002861766145321651, 0.00015525308233784894`], + Complex[0.0029526270346389876`, 0.0001600729444341388], + Complex[0.003044930882191294, 0.00016496423707915443`], + Complex[0.0031386787475124684`, 0.00016992685628210453`], + Complex[0.0032338716907431234`, 0.00017496069789910213`], + Complex[0.003330510772630725, 0.0001800656576330328], + Complex[0.003428597054530047, 0.00018524163103343923`], + Complex[0.003528131598403306, 0.00019048851349638853`], + Complex[0.0036291154668206147`, 0.00019580620026435754`], + Complex[0.003731549722960119, 0.00020119458642609946`], + Complex[0.0038354354306084472`, 0.00020665356691652848`], + Complex[0.003940773654160892, 0.0002121830365165894], + Complex[0.004047565458621753, 0.0002177828898531358], + Complex[0.004155811909604632, 0.00022345302139880583`], + Complex[0.004265514073332719, 0.00022919332547189706`], + Complex[0.004376673016639098, 0.00023500369623624274`], + Complex[0.004489289806967038, 0.0002408840277010865], + Complex[0.0046033655123702884`, 0.0002468342137209583], + Complex[0.004718901201513381, 0.00025285414799554914`], + Complex[0.0048358979436719214`, 0.000258943724069587], + Complex[0.004954356808732892, 0.00026510283533271096`], + Complex[0.0050742788671949415`, 0.00027133137501934715`], + Complex[0.005195665190168692, 0.0002776292362085831], + Complex[0.005318516849377025, 0.000283996311824043], + Complex[0.005442834917155385, 0.000290432494633762], + Complex[0.005568620466452083, 0.00029693767725006136`], + Complex[0.005695874570828583, 0.000303511752129423], + Complex[0.005824598304459806, 0.0003101546115723639], + Complex[0.005954792742134427, 0.00031686614772331065`], + Complex[0.006086458959255176, 0.0003236462525704736], + Complex[0.00621959803183913, 0.00033049481794572154`], + Complex[0.006354211036518019, 0.00033741173552445566`], + Complex[0.006490299050538516, 0.00034439689682548384`], + Complex[0.006627863151762546, 0.00035145019321089466`], + Complex[0.006766904418667576, 0.0003585715158859309], + Complex[0.0069074239303469195`, 0.0003657607558988646], + Complex[0.007049422766510031, 0.00037301780414086946`], + Complex[0.007192902007482811, 0.00038034255134589574`], + Complex[0.007337862734207901, 0.00038773488809054304`], + Complex[0.007484306028244977, 0.0003951947047939346], + Complex[0.007632232971771074, 0.0004027218917175902], + Complex[0.007781644647580853, 0.00041031633896529976`], + Complex[0.007932542139086915, 0.0004179779364829968], + Complex[0.008084926530320115, 0.0004257065740586318], + Complex[0.00823879890592984, 0.0004335021413220445], + Complex[0.00839416035118432, 0.00044136452774483825`], + Complex[0.008551011951970932, 0.00044929362264025215`], + Complex[0.00870935479479649, 0.00045728931516303417`], + Complex[0.008869189966787549, 0.0004653514943093138], + Complex[0.009030518555690715, 0.0004734800489164753], + Complex[0.009193341649872943, 0.00048167486766303015`], + Complex[0.009357660338321824, 0.0004899358390684891], + Complex[0.009523475710645901, 0.0004982628514932355], + Complex[0.009690788857074972, 0.000506655793138397], + Complex[0.009859600868460376, 0.0005151145520457189], + Complex[0.01002991283627531, 0.000523639016097435], + Complex[0.010201725852615128`, 0.0005322290730161409], + Complex[0.010375041010197626`, 0.0005408846103646654], + Complex[0.010549859402363382`, 0.0005496055155459435], + Complex[0.01072618212307601, 0.000558391675802887], + Complex[0.010904010266922502`, 0.0005672429782182571], + Complex[0.011083344929113514`, 0.0005761593097145363], + Complex[0.011264187205483661`, 0.0005851405570537998], + Complex[0.011446538192491838`, 0.0005941866068375868], + Complex[0.011630398987221506`, 0.0006032973455067731], + Complex[0.011815770687381013`, 0.0006124726593414408], + Complex[0.01200265439130387, 0.0006217124344607514], + Complex[0.012191051197949089`, 0.000631016556822816], + Complex[0.012380962206901455`, 0.000640384912224567], + Complex[0.012572388518371856`, 0.000649817386301629], + Complex[0.012765331233197553`, 0.0006593138645281892], + Complex[0.012959791452842517`, 0.0006688742322168698], + Complex[0.013155770279397731`, 0.0006784983745185975], + Complex[0.013353268815581463`, 0.0006881861764224751], + Complex[0.013552288164739607`, 0.0006979375227556516], + Complex[0.013752829430845954`, 0.000707752298183193], + Complex[0.01395489371850253, 0.0007176303872079533], + Complex[0.014158482132939873`, 0.0007275716741704445], + Complex[0.014363595780017356`, 0.0007375760432487063], + Complex[0.01457023576622348, 0.0007476433784581775], + Complex[0.014778403198676186`, 0.0007577735636515664], + Complex[0.014988099185123158`, 0.0007679664825187192], + Complex[0.015199324833942124`, 0.0007782220185864918], + Complex[0.01541208125414117, 0.0007885400552186183], + Complex[0.01562636955535904, 0.0007989204756155822], + Complex[0.015842190847865447`, 0.0008093631628144855], + Complex[0.016059546242561368`, 0.000819867999688918], + Complex[0.016278436850979364`, 0.0008304348689488276], + Complex[0.016498863785283865`, 0.00084106365314039], + Complex[0.016720828158271514`, 0.0008517542346458764], + Complex[0.016944331083371417`, 0.0008625064956835257], + Complex[0.017169373674645515`, 0.000873320318307411], + Complex[0.017395957046788833`, 0.0008841955844073105], + Complex[0.017624082315129828`, 0.0008951321757085763], + Complex[0.01785375059563068, 0.0009061299737720029], + Complex[0.018084963004887572`, 0.0009171888599936958], + Complex[0.018317720660131057`, 0.0009283087156049429], + Complex[0.018552024679226307`, 0.0009394894216720788], + Complex[0.01878787618067347, 0.0009507308590963581], + Complex[0.019025276283607933`, 0.0009620329086138214], + Complex[0.01926422610780066, 0.0009733954507951634], + Complex[0.019504726773658478`, 0.0009848183660456037], + Complex[0.019746779402224413`, 0.0009963015346047524], + Complex[0.019990385115177974`, 0.0010078448365464807`], + Complex[0.020235545034835458`, 0.0010194481517787873`], + Complex[0.0204822602841503, 0.001031111360043668], + Complex[0.020730531986713305`, 0.0010428343409169816`], + Complex[0.020980361266753064`, 0.001054616973808321], + Complex[0.021231749249136136`, 0.0010664591379608778`], + Complex[0.02148469705936748, 0.0010783607124513124`], + Complex[0.021739205823590662`, 0.001090321576189619], + Complex[0.02199527666858825, 0.001102341607918997], + Complex[0.022252910721782038`, 0.0011144206862157156`], + Complex[0.022512109111233424`, 0.0011265586894889813`], + Complex[0.022772872965643686`, 0.0011387554959808052`], + Complex[0.02303520341435438, 0.0011510109837658768`], + Complex[0.023299101587347402`, 0.0011633250307514153`], + Complex[0.023564568615245668`, 0.0011756975146770571`], + Complex[0.02383160562931301, 0.0011881283131147027`], + Complex[0.024100213761454933`, 0.0012006173034684025`], + Complex[0.024370394144218453`, 0.001213164362974206], + Complex[0.024642147910792892`, 0.001225769368700045], + Complex[0.02491547619500969, 0.0012384321975455832`], + Complex[0.02519038013134322, 0.001251152726242102], + Complex[0.025466860854910615`, 0.0012639308313523456`], + Complex[0.025744919501472542`, 0.0012767663892704105`], + Complex[0.026024557207433036`, 0.0012896592762215871`], + Complex[0.02630577510984033, 0.0013026093682622514`], + Complex[0.026588574346386635`, 0.0013156165412797057`], + Complex[0.02687295605540896, 0.0013286806709920697`], + Complex[0.027158921375888916`, 0.001341801632948122], + Complex[0.02744647144745356, 0.00135497930252719], + Complex[0.027735607410375174`, 0.0013682135549389915`], + Complex[0.028026330405572106`, 0.0013815042652235254`], + Complex[0.02831864157460854, 0.0013948513082509117`], + Complex[0.028612542059695358`, 0.001408254558721282], + Complex[0.02890803300368991, 0.0014217138911646213`], + Complex[0.02920511555009686, 0.0014352291799406567`], + Complex[0.029503790843067975`, 0.0014488002992386988`], + Complex[0.02980406002740296, 0.0014624271230775305`], + Complex[0.030105924248549246`, 0.0014761095253052494`], + Complex[0.030409384652602824`, 0.0014898473795991547`], + Complex[0.030714442386308046`, 0.0015036405594655916`], + Complex[0.03102109859705846, 0.0015174889382398354`], + Complex[0.03132935443289659, 0.0015313923890859363`], + Complex[0.03163921104251478, 0.0015453507849966072`], + Complex[0.03195066957525496, 0.0015593639987930609`], + Complex[0.03226373118110953, 0.001573431903124902], + Complex[0.032578397010721204`, 0.0015875543704699736`], + Complex[0.03289466821538359, 0.0016017312731342254`], + Complex[0.033212545947041386`, 0.0016159624832515816`], + Complex[0.033532031358290755`, 0.001630247872783801], + Complex[0.03385312560237961, 0.0016445873135203428`], + Complex[0.03417582983320795, 0.001658980677078233], + Complex[0.03450014520532816, 0.001673427834901922], + Complex[0.03482607287394533, 0.0016879286582631551`], + Complex[0.035153613994917544`, 0.0017024830182608326`], + Complex[0.03548276972475626, 0.0017170907858208725`], + Complex[0.035813541220626584`, 0.0017317518316960778`], + Complex[0.03614592964034756, 0.0017464660264659977`], + Complex[0.036479936142392526`, 0.0017612332405367891`], + Complex[0.03681556188588945, 0.001776053344141084], + Complex[0.037152808030621175`, 0.0017909262073378491`], + Complex[0.03749167573702581, 0.0018058517000122522`], + Complex[0.03783216616619699, 0.001820829691875521], + Complex[0.038174280479884214`, 0.0018358600524648108`], + Complex[0.03851801984049318, 0.0018509426511430624`], + Complex[0.0388633854110861, 0.0018660773570988707`], + Complex[0.03921037835538195, 0.0018812640393463408`], + Complex[0.039558999837756875`, 0.0018965025667249554`], + Complex[0.03990925102324448, 0.0019117928078994362`], + Complex[0.040261133077536135`, 0.0019271346313596053`], + Complex[0.04061464716698127, 0.0019425279054202476`], + Complex[0.040969794458587755`, 0.001957972498220974], + Complex[0.04132657612002216, 0.0019734682777260842`], + Complex[0.04168499331961009, 0.001989015111724426], + Complex[0.042045047226336556`, 0.0020046128678292583`], + Complex[0.042406739009846164`, 0.002020261413478115], + Complex[0.04277006984044361, 0.002035960615932666], + Complex[0.04313504088909383, 0.002051710342278576], + Complex[0.043501653327422445`, 0.002067510459425371], + Complex[0.04386990832771599, 0.002083360834106294], + Complex[0.0442398070629223, 0.0020992613328781723`], + Complex[0.044611350706650794`, 0.0021152118221212765`], + Complex[0.044984540433172765`, 0.0021312121680391763`], + Complex[0.045359377417421805`, 0.0021472622366586146`], + Complex[0.045735862834994, 0.002163361893829355], + Complex[0.046113997862148336`, 0.0021795110052240515`], + Complex[0.04649378367580696, 0.002195709436338103], + Complex[0.04687522145355556, 0.002211957052489523], + Complex[0.04725831237364366, 0.0022282537188187904`], + Complex[0.04764305761498486, 0.0022445993002887152`], + Complex[0.04802945835715733, 0.0022609936616843013`], + Complex[0.04841751578040396, 0.002277436667612602], + Complex[0.0488072310656328, 0.0022939281825025823`], + Complex[0.0491986053944173, 0.0023104680706049797`], + Complex[0.04959163994899667, 0.0023270561959921657`], + Complex[0.049986335912276206`, 0.0023436924225580034`], + Complex[0.05038269446782763, 0.0023603766140177073`], + Complex[0.05078071679988928, 0.002377108633907705], + Complex[0.05118040409336666, 0.0023938883455854984`], + Complex[0.05158175753383257, 0.0024107156122295183`], + Complex[0.0519847783075275, 0.0024275902968389895`], + Complex[0.05238946760135993, 0.002444512262233786], + Complex[0.05279582660290672, 0.0024614813710542964`], + Complex[0.053203856500413316`, 0.0024784974857612755`], + Complex[0.053613558482794206`, 0.0024955604686357096`], + Complex[0.05402493373963311, 0.0025126701817786735`], + Complex[0.05443798346118341, 0.0025298264871111893`], + Complex[0.05485270883836842, 0.002547029246374087], + Complex[0.0552691110627817, 0.0025642783211278614`], + Complex[0.0556871913266874, 0.002581573572752531], + Complex[0.05610695082302062, 0.0025989148624475005`], + Complex[0.056528390745387666`, 0.002616302051231416], + Complex[0.056951512288066386`, 0.002633734999942021], + Complex[0.05737631664600654, 0.002651213569236023], + Complex[0.057802805014830066`, 0.002668737619588944], + Complex[0.05823097859083149, 0.002686307011294983], + Complex[0.05866083857097812, 0.0027039216044668713`], + Complex[0.05909238615291049, 0.002721581259035737], + Complex[0.05952562253494262, 0.002739285834750954], + Complex[0.05996054891606235, 0.0027570351911800073`], + Complex[0.060397166495931694`, 0.002774829187708344], + Complex[0.06083547647488714, 0.002792667683539241], + Complex[0.061275480053939964`, 0.0028105505376936524`], + Complex[0.061717178434776615`, 0.0028284776090100735`], + Complex[0.06216057281975889, 0.002846448756144394], + Complex[0.06260566441192444, 0.00286446383756976], + Complex[0.0630524544149872, 0.002882522711576434], + Complex[0.06350094403333709, 0.002900625236271632], + Complex[0.06395113447204127, 0.002918771269579416], + Complex[0.06440302693684356, 0.002936960669240509], + Complex[0.0648566226341656, 0.0029551932928121973`], + Complex[0.06531192277110635, 0.00297346899766814], + Complex[0.06576892855544328, 0.002991787640998271], + Complex[0.06622764119563174, 0.003010149079808618], + Complex[0.06668806190080635, 0.0030285531709211898`], + Complex[0.06715019188078021, 0.0030469997709738016`], + Complex[0.0676140323460463, 0.003065488736419967], + Complex[0.06807958450777686, 0.003084019923528718], + Complex[0.06854684957782457, 0.003102593188384495], + Complex[0.06901582876872203, 0.0031212083868869716`], + Complex[0.06948652329368298, 0.0031398653747509394`], + Complex[0.06995893436660167, 0.0031585640075061376`], + Complex[0.07043306320205418, 0.003177304140497137], + Complex[0.07090891101529781, 0.003196085628883163], + Complex[0.07138647902227227, 0.003214908327637984], + Complex[0.07186576843959915, 0.0032337720915497376`], + Complex[0.07234678048458314, 0.003252676775220818], + Complex[0.07282951637521147, 0.0032716222330676924`], + Complex[0.07331397733015514, 0.003290608319320798], + Complex[0.07380016456876826, 0.0033096348880243594`], + Complex[0.07428807931108948, 0.003328701793036277], + Complex[0.07477772277784112, 0.003347808888027948], + Complex[0.07526909619043073, 0.0033669560264841603`], + Complex[0.07576220077095032, 0.0033861430617029066`], + Complex[0.07625703774217761, 0.0034053698467952772`], + Complex[0.07675360832757548, 0.003424636234685278], + Complex[0.07725191375129323, 0.0034439420781097233`], + Complex[0.07775195523816594, 0.003463287229618053], + Complex[0.07825373401371581, 0.0034826715415722195`], + Complex[0.07875725130415144, 0.003502094866146511], + Complex[0.07926250833636922, 0.003521557055327442], + Complex[0.07976950633795263, 0.003541057960913566], + Complex[0.08027824653717354, 0.0035605974345153707`], + Complex[0.08078873016299169, 0.0035801753275550956`], + Complex[0.08130095844505573, 0.003599791491266614], + Complex[0.08181493261370289, 0.0036194457766952643`], + Complex[0.08233065389996004, 0.0036391380346977283`], + Complex[0.08284812353554324, 0.0036588681159418564`], + Complex[0.08336734275285887, 0.003678635870906549], + Complex[0.08388831278500306, 0.0036984411498815813`], + Complex[0.08441103486576311, 0.0037182838029674904`], + Complex[0.0849355102296166, 0.0037381636800753893`], + Complex[0.08546174011173298, 0.0037580806309268603`], + Complex[0.08598972574797267, 0.0037780345050537696`], + Complex[0.08651946837488854, 0.003798025151798158], + Complex[0.08705096922972526, 0.003818052420312054], + Complex[0.08758422955042044, 0.00383811615955737], + Complex[0.08811925057560423, 0.003858216218305707], + Complex[0.08865603354460043, 0.0038783524451382555`], + Complex[0.08919457969742597, 0.0038985246884456074`], + Complex[0.08973489027479215, 0.0039187327964276385`], + Complex[0.09027696651810402, 0.003938976617093334], + Complex[0.09082080966946172, 0.003959255998260672], + Complex[0.09136642097165974, 0.0039795707875564384`], + Complex[0.09191380166818842, 0.003999920832416119], + Complex[0.0924629530032331, 0.00402030598008371], + Complex[0.09301387622167549, 0.004040726077611611], + Complex[0.09356657256909315, 0.004061180971860439], + Complex[0.0941210432917606, 0.004081670509498911], + Complex[0.09467728963664905, 0.004102194537003673], + Complex[0.09523531285142696, 0.004122752900659167], + Complex[0.09579511418446043, 0.00414334544655747], + Complex[0.09635669488481352, 0.004163972020598157], + Complex[0.09692005620224843, 0.0041846324684881395`], + Complex[0.09748519938722608, 0.004205326635741526], + Complex[0.09805212569090618, 0.004226054367679473], + Complex[0.09862083636514785, 0.004246815509430029], + Complex[0.09919133266250968, 0.004267609905927992], + Complex[0.0997636158362503, 0.004288437401914757], + Complex[0.10033768714032851`, 0.004309297841938162], + Complex[0.10091354782940384`, 0.004330191070352352], + Complex[0.10149119915883667`, 0.004351116931317616], + Complex[0.10207064238468863`, 0.00437207526880024], + Complex[0.10265187876372313`, 0.004393065926572365], + Complex[0.10323490955340535`, 0.004414088748211828], + Complex[0.10381973601190289`, 0.004435143577102014], + Complex[0.10440635939808589`, 0.004456230256431711], + Complex[0.10499478097152756`, 0.004477348629194955], + Complex[0.10558500199250431`, 0.004498498538190877], + Complex[0.10617702372199626`, 0.004519679826023565], + Complex[0.1067708474216875, 0.004540892335101895], + Complex[0.10736647435396643`, 0.0045621359076393996`], + Complex[0.1079639057819261, 0.004583410385654102], + Complex[0.10856314296936452`, 0.004604715610968372], + Complex[0.10916418718078516`, 0.004626051425208779], + Complex[0.10976703968139705`, 0.004647417669805935], + Complex[0.11037170173711523`, 0.004668814185994339], + Complex[0.11097817461456119`, 0.004690240814812244], + Complex[0.11158645958106296`, 0.004711697397101483], + Complex[0.11219655790465573`, 0.0047331837735073296`], + Complex[0.11280847085408205`, 0.004754699784478358], + Complex[0.1134221996987921, 0.004776245270266262], + Complex[0.11403774570894414`, 0.004797820070925731], + Complex[0.11465511015540482`, 0.004819424026314286], + Complex[0.11527429430974954`, 0.004841056976092126], + Complex[0.11589529944426276`, 0.004862718759721985], + Complex[0.11651812683193838`, 0.004884409216468969], + Complex[0.11714277774647992`, 0.004906128185400415], + Complex[0.11776925346230116`, 0.004927875505385729], + Complex[0.11839755525452621`, 0.00494965101509624], + Complex[0.11902768439898995`, 0.004971454553005044], + Complex[0.11965964217223841`, 0.004993285957386858], + Complex[0.12029342985152906`, 0.005015145066317856], + Complex[0.12092904871483119`, 0.005037031717675529], + Complex[0.1215665000408262, 0.005058945749138524], + Complex[0.12220578510890788`, 0.005080886998186489], + Complex[0.12284690519918308`, 0.005102855302099934], + Complex[0.12348986159247152`, 0.005124850497960057], + Complex[0.1241346555703067, 0.0051468724226486125`], + Complex[0.12478128841493571`, 0.005168920912847743], + Complex[0.12542976140932002`, 0.005190995805039828], + Complex[0.1260800758371356, 0.00521309693550734], + Complex[0.1267322329827732, 0.005235224140332679], + Complex[0.12738623413133884`, 0.0052573772553980245`], + Complex[0.12804208056865415`, 0.005279556116385184], + Complex[0.12869977358125662`, 0.005301760558775434], + Complex[0.12935931445639995`, 0.005323990417849372], + Complex[0.13002070448205455`, 0.005346245528686754], + Complex[0.1306839449469076, 0.005368525726166348], + Complex[0.13134903714036367`, 0.005390830844965777], + Complex[0.132015982352545, 0.005413160719561372], + Complex[0.1326847818742916, 0.005435515184227994], + Complex[0.13335543699716193`, 0.005457894073038909], + Complex[0.13402794901343323`, 0.0054802972198656225`], + Complex[0.13470231921610132`, 0.005502724458377709], + Complex[0.135378548898882, 0.005525175622042688], + Complex[0.13605663935621007`, 0.005547650544125836], + Complex[0.136736591883241, 0.005570149057690062], + Complex[0.13741840777585, 0.005592670995595724], + Complex[0.1381020883306336, 0.005615216190500502], + Complex[0.13878763484490894`, 0.005637784474859213], + Complex[0.13947504861671503`, 0.005660375680923692], + Complex[0.14016433094481207`, 0.005682989640742588], + Complex[0.14085548312868296`, 0.005705626186161264], + Complex[0.1415485064685326, 0.005728285148821591], + Complex[0.14224340226528898`, 0.005750966360161832], + Complex[0.14294017182060298`, 0.005773669651416455], + Complex[0.14363881643684928`, 0.005796394853616006], + Complex[0.14433933741712604`, 0.005819141797586915], + Complex[0.1450417360652561, 0.0058419103139513906`], + Complex[0.14574601368578616`, 0.005864700233127209], + Complex[0.1464521715839885, 0.005887511385327606], + Complex[0.14716021106586002`, 0.005910343600561085], + Complex[0.14787013343812372`, 0.005933196708631282], + Complex[0.14858194000822808`, 0.005956070539136794], + Complex[0.14929563208434826`, 0.005978964921471041], + Complex[0.15001121097538553`, 0.006001879684822081], + Complex[0.15072867799096884`, 0.006024814658172492], + Complex[0.15144803444145355`, 0.006047769670299165], + Complex[0.15216928163792365`, 0.006070744549773205], + Complex[0.15289242089219027`, 0.006093739124959714], + Complex[0.15361745351679357`, 0.006116753224017689], + Complex[0.1543443808250019, 0.006139786674899819], + Complex[0.15507320413081316`, 0.0061628393053523595`], + Complex[0.15580392474895416`, 0.006185910942914952], + Complex[0.15653654399488198`, 0.006209001414920487], + Complex[0.1572710631847833, 0.006232110548494929], + Complex[0.15800748363557568`, 0.006255238170557169], + Complex[0.1587458066649071, 0.006278384107818854], + Complex[0.15948603359115712`, 0.006301548186784256], + Complex[0.16022816573343637`, 0.006324730233750075], + Complex[0.16097220441158777`, 0.006347930074805316], + Complex[0.16171815094618597`, 0.006371147535831104], + Complex[0.1624660066585387, 0.0063943824425005515`], + Complex[0.163215772870686, 0.006417634620278567], + Complex[0.16396745090540185`, 0.006440903894421737], + Complex[0.16472104208619318`, 0.00646419008997812], + Complex[0.1654765477373014, 0.006487493031787137], + Complex[0.16623396918370179`, 0.006510812544479367], + Complex[0.16699330775110485`, 0.006534148452476428], + Complex[0.16775456476595535`, 0.006557500579990778], + Complex[0.16851774155543423`, 0.0065808687510255995`], + Complex[0.1692828394474574, 0.006604252789374591], + Complex[0.1700498597706775, 0.00662765251862186], + Complex[0.17081880385448306`, 0.006651067762141716], + Complex[0.17158967302899977`, 0.0066744983430985436`], + Complex[0.17236246862509005`, 0.00669794408444662], + Complex[0.17313719197435445`, 0.006721404808929984], + Complex[0.1739138444091305, 0.006744880339082229], + Complex[0.17469242726249465`, 0.006768370497226402], + Complex[0.17547294186826137`, 0.00679187510547479], + Complex[0.17625538956098458`, 0.0068153939857288], + Complex[0.1770397716759567, 0.006838926959678762], + Complex[0.17782608954921048`, 0.006862473848803808], + Complex[0.17861434451751806`, 0.006886034474371671], + Complex[0.17940453791839234`, 0.006909608657438564], + Complex[0.1801966710900866, 0.006933196218848986], + Complex[0.18099074537159512`, 0.006956796979235577], + Complex[0.1817867621026538, 0.006980410759018954], + Complex[0.18258472262374004`, 0.0070040373784075564`], + Complex[0.18338462827607324`, 0.00702767665739747], + Complex[0.1841864804016155, 0.0070513284157722785`], + Complex[0.18499028034307166`, 0.0070749924731028984`], + Complex[0.18579602944388943`, 0.007098668648747418], + Complex[0.18660372904826036`, 0.007122356761850928], + Complex[0.18741338050111964`, 0.007146056631345375], + Complex[0.1882249851481468, 0.007169768075949389], + Complex[0.18903854433576578`, 0.007193490914168114], + Complex[0.18985405941114564`, 0.007217224964293073], + Complex[0.19067153172220053`, 0.007240970044401969], + Complex[0.19149096261759033`, 0.007264725972358561], + Complex[0.192312353446721, 0.0072884925658124695`], + Complex[0.19313570555974463`, 0.00731226964219903], + Complex[0.19396102030756016`, 0.007336057018739128], + Complex[0.19478829904181358`, 0.007359854512439043], + Complex[0.19561754311489826`, 0.007383661940090268], + Complex[0.1964487538799554, 0.007407479118269365], + Complex[0.19728193269087427`, 0.007431305863337789], + Complex[0.19811708090229266`, 0.007455141991441737], + Complex[0.19895419986959723`, 0.007478987318511974], + Complex[0.19979329094892376`, 0.007502841660263672], + Complex[0.20063435549715766`, 0.007526704832196254], + Complex[0.20147739487193436`, 0.007550576649593223], + Complex[0.2023224104316393, 0.007574456927521999], + Complex[0.20316940353540885`, 0.007598345480833759], + Complex[0.20401837554313026`, 0.0076222421241632695`], + Complex[0.20486932781544198`, 0.0076461466719287274`], + Complex[0.20572226171373448`, 0.007670058938331589], + Complex[0.20657717860015012`, 0.007693978737356411], + Complex[0.2074340798375836, 0.007717905882770685], + Complex[0.20829296678968265`, 0.007741840188124677], + Complex[0.209153840820848, 0.007765781466751255], + Complex[0.21001670329623393`, 0.007789729531765729], + Complex[0.21088155558174848`, 0.007813684196065688], + Complex[0.21174839904405418`, 0.007837645272330837], + Complex[0.21261723505056787`, 0.007861612573022817], + Complex[0.21348806496946154`, 0.007885585910385066], + Complex[0.21436089016966248`, 0.007909565096442632], + Complex[0.21523571202085348`, 0.007933549943002017], + Complex[0.21611253189347343`, 0.007957540261651007], + Complex[0.21699135115871787`, 0.007981535863758521], + Complex[0.21787217118853872`, 0.008005536560474423], + Complex[0.21875499335564524`, 0.008029542162729376], + Complex[0.2196398190335041, 0.00805355248123466], + Complex[0.22052664959633989`, 0.008077567326482026], + Complex[0.2214154864191353, 0.008101586508743513], + Complex[0.22230633087763155`, 0.008125609838071287], + Complex[0.22319918434832897`, 0.00814963712429748], + Complex[0.22409404820848694`, 0.008173668177034014], + Complex[0.22499092383612473`, 0.008197702805672448], + Complex[0.2258898126100215, 0.0082217408193838], + Complex[0.22679071590971675`, 0.008245782027118382], + Complex[0.22769363511551083`, 0.008269826237605648], + Complex[0.22859857160846497`, 0.008293873259353999], + Complex[0.22950552677040217`, 0.008317922900650643], + Complex[0.23041450198390714`, 0.008341974969561423], + Complex[0.2313254986323266, 0.008366029273930629], + Complex[0.23223851809977017`, 0.008390085621380865], + Complex[0.23315356177111007`, 0.008414143819312853], + Complex[0.2340706310319819, 0.008438203674905272], + Complex[0.23498972726878506`, 0.008462264995114613], + Complex[0.2359108518686827, 0.008486327586674974], + Complex[0.23683400621960263`, 0.008510391256097925], + Complex[0.23775919171023713`, 0.008534455809672315], + Complex[0.23868640973004385`, 0.008558521053464135], + Complex[0.2396156616692457, 0.008582586793316313], + Complex[0.24054694891883138`, 0.008606652834848575], + Complex[0.24148027287055612`, 0.008630718983457264], + Complex[0.24241563491694149`, 0.008654785044315175], + Complex[0.24335303645127593`, 0.00867885082237138], + Complex[0.24429247886761524`, 0.008702916122351072], + Complex[0.24523396356078284`, 0.008726980748755388], + Complex[0.24617749192637045`, 0.008751044505861245], + Complex[0.2471230653607379, 0.00877510719772116], + Complex[0.2480706852610137, 0.008799168628163101], + Complex[0.2490203530250959, 0.008823228600790298], + Complex[0.24997207005165162`, 0.008847286918981085], + Complex[0.25092583774011806`, 0.008871343385888728], + Complex[0.25188165749070257`, 0.008895397804441258], + Complex[0.25283953070438325`, 0.0089194499773413], + Complex[0.25379945878290894`, 0.008943499707065896], + Complex[0.25476144312880006`, 0.008967546795866355], + Complex[0.2557254851453484, 0.008991591045768063], + Complex[0.2566915862366181, 0.009015632258570322], + Complex[0.2576597478074456, 0.009039670235846177], + Complex[0.2586299712634403, 0.009063704778942253], + Complex[0.2596022580109846, 0.00908773568897858], + Complex[0.26057660945723443`, 0.009111762766848415], + Complex[0.2615530270101197, 0.009135785813218087], + Complex[0.2625315120783447, 0.009159804628526821], + Complex[0.26351206607138816`, 0.009183819012986559], + Complex[0.2644946903995039, 0.0092078287665818], + Complex[0.2654793864737212, 0.009231833689069418], + Complex[0.26646615570584514`, 0.009255833579978511], + Complex[0.26745499950845675`, 0.00927982823861021], + Complex[0.2684459192949135, 0.009303817464037509], + Complex[0.26943891647935014`, 0.009327801055105112], + Complex[0.2704339924766781, 0.00935177881042924], + Complex[0.2714311487025869, 0.009375750528397475], + Complex[0.27243038657354357`, 0.009399716007168582], + Complex[0.27343170750679396`, 0.009423675044672335], + Complex[0.2744351129203622, 0.00944762743860935], + Complex[0.27544060423305194`, 0.009471572986450915], + Complex[0.27644818286444595`, 0.009495511485438809], + Complex[0.2774578502349069, 0.00951944273258514], + Complex[0.2784696077655777, 0.009543366524672164], + Complex[0.2794834568783819, 0.009567282658252123], + Complex[0.280499398996024, 0.009591190929647065], + Complex[0.2815174355419896, 0.009615091134948671], + Complex[0.282537567940546, 0.009638983070018085], + Complex[0.28355979761674305`, 0.009662866530485743], + Complex[0.2845841259964125, 0.009686741311751198], + Complex[0.28561055450616896`, 0.009710607208982947], + Complex[0.2866390845734104, 0.009734464017118258], + Complex[0.2876697176263184, 0.009758311530862998], + Complex[0.28870245509385817`, 0.009782149544691464], + Complex[0.28973729840577944`, 0.00980597785284619], + Complex[0.2907742489926166, 0.009829796249337806], + Complex[0.291813308285689, 0.009853604527944836], + Complex[0.2928544777171013, 0.00987740248221354], + Complex[0.29389775871974433`, 0.009901189905457733], + Complex[0.29494315272729477`, 0.009924966590758613], + Complex[0.29599066117421585`, 0.009948732330964586], + Complex[0.2970402854957578, 0.009972486918691102], + Complex[0.2980920271279582, 0.009996230146320466], + Complex[0.2991458875076421, 0.010019961806001662`], + Complex[0.3002018680724226, 0.010043681689650204`], + Complex[0.3012599702607015, 0.010067389588947933`], + Complex[0.3023201955116693, 0.010091085295342857`], + Complex[0.3033825452653051, 0.010114768600048962`], + Complex[0.3044470209623785, 0.010138439294046071`], + Complex[0.30551362404444826`, 0.010162097168079622`], + Complex[0.3065823559538636, 0.010185742012660532`], + Complex[0.3076532181337646, 0.010209373618064994`], + Complex[0.3087262120280822, 0.010232991774334331`], + Complex[0.309801339081539, 0.010256596271274794`], + Complex[0.310878600739649, 0.010280186898457394`], + Complex[0.3119579984487187, 0.010303763445217731`], + Complex[0.3130395336558469, 0.010327325700655822`], + Complex[0.31412320780892566`, 0.010350873453635915`], + Complex[0.31520902235664, 0.010374406492786314`], + Complex[0.31629697874846885`, 0.010397924606499218`], + Complex[0.3173870784346849, 0.010421427582930515`], + Complex[0.3184793228663556, 0.010444915209999642`], + Complex[0.3195737134953433, 0.01046838727538938], + Complex[0.3206702517743049, 0.010491843566545695`], + Complex[0.3217689391566937, 0.010515283870677548`], + Complex[0.3228697770967583, 0.010538707974756728`], + Complex[0.32397276704954403`, 0.010562115665517676`], + Complex[0.32507791047089263`, 0.010585506729457293`], + Complex[0.326185208817443, 0.010608880952834791`], + Complex[0.3272946635466317, 0.01063223812167148], + Complex[0.32840627611669293`, 0.010655578021750628`], + Complex[0.3295200479866591, 0.010678900438617252`], + Complex[0.3306359806163615, 0.010702205157577964`], + Complex[0.33175407546642977`, 0.010725491963700772`], + Complex[0.33287433399829375`, 0.010748760641814924`], + Complex[0.33399675767418224`, 0.010772010976510718`], + Complex[0.3351213479571248, 0.010795242752139323`], + Complex[0.336248106310951, 0.010818455752812605`], + Complex[0.3373770342002914, 0.010841649762402948`], + Complex[0.338508133090578, 0.010864824564543076`], + Complex[0.3396414044480443, 0.010887979942625877`], + Complex[0.3407768497397261, 0.010911115679804219`], + Complex[0.341914470433461, 0.01093423155899077], + Complex[0.34305426799788985`, 0.010957327362857833`], + Complex[0.3441962439024567, 0.010980402873837156`], + Complex[0.3453403996174087, 0.011003457874119747`], + Complex[0.3464867366137976, 0.011026492145655716`], + Complex[0.34763525636347886`, 0.011049505470154066`], + Complex[0.3487859603391128, 0.011072497629082549`], + Complex[0.3499388500141651, 0.011095468403667453`], + Complex[0.35109392686290647`, 0.011118417574893444`], + Complex[0.3522511923604138, 0.01114134492350339], + Complex[0.35341064798257, 0.011164250229998151`], + Complex[0.35457229520606454`, 0.01118713327463644], + Complex[0.35573613550839417`, 0.011209993837434607`], + Complex[0.35690217036786276`, 0.011232831698166492`], + Complex[0.3580704012635819, 0.011255646636363206`], + Complex[0.3592408296754715, 0.011278438431312994`], + Complex[0.36041345708426004`, 0.011301206862061021`], + Complex[0.3615882849714843, 0.011323951707409206`], + Complex[0.3627653148194915, 0.011346672745916043`], + Complex[0.3639445481114371, 0.011369369755896409`], + Complex[0.3651259863312882, 0.011392042515421403`], + Complex[0.3663096309638208, 0.011414690802318135`], + Complex[0.36749548349462274`, 0.011437314394169583`], + Complex[0.368683545410093, 0.011459913068314386`], + Complex[0.36987381819744153`, 0.011482486601846649`], + Complex[0.3710663033446909, 0.011505034771615814`], + Complex[0.3722610023406757, 0.011527557354226418`], + Complex[0.3734579166750435, 0.011550054126037958`], + Complex[0.3746570478382549, 0.011572524863164674`], + Complex[0.3758583973215839, 0.011594969341475397`], + Complex[0.3770619666171187, 0.011617387336593355`], + Complex[0.37826775721776146`, 0.011639778623895976`], + Complex[0.3794757706172293, 0.011662142978514733`], + Complex[0.38068600831005434`, 0.011684480175334938`], + Complex[0.381898471791584, 0.011706789988995579`], + Complex[0.38311316255798195`, 0.011729072193889129`], + Complex[0.38433008210622743`, 0.011751326564161349`], + Complex[0.3855492319341171, 0.01177355287371114], + Complex[0.38677061354026376`, 0.011795750896190324`], + Complex[0.38799422842409836`, 0.011817920405003481`], + Complex[0.3892200780858693, 0.011840061173307763`], + Complex[0.3904481640266431, 0.011862172974012711`], + Complex[0.391678487748305, 0.01188425557978006], + Complex[0.3929110507535589, 0.01190630876302359], + Complex[0.39414585454592854`, 0.011928332295908882`], + Complex[0.3953829006297569, 0.011950325950353204`], + Complex[0.39662219051020725`, 0.01197228949802528], + Complex[0.39786372569326334`, 0.011994222710345118`], + Complex[0.3991075076857299, 0.012016125358483828`], + Complex[0.40035353799523293`, 0.012037997213363452`], + Complex[0.40160181813021995`, 0.012059838045656746`], + Complex[0.4028523495999605, 0.01208164762578703], + Complex[0.404105133914547, 0.012103425723927981`], + Complex[0.40536017258489426`, 0.012125172110003468`], + Complex[0.4066174671227404, 0.012146886553687345`], + Complex[0.40787701904064716`, 0.012168568824403274`], + Complex[0.4091388298520006, 0.012190218691324563`], + Complex[0.4104029010710109, 0.012211835923373946`], + Complex[0.41166923421271295`, 0.01223342028922342], + Complex[0.4129378307929669, 0.012254971557294044`], + Complex[0.4142086923284588, 0.012276489495755775`], + Complex[0.4154818203367, 0.012297973872527266`], + Complex[0.41675721633602864`, 0.012319424455275688`], + Complex[0.41803488184560983`, 0.01234084101141653], + Complex[0.41931481838543533`, 0.012362223308113443`], + Complex[0.42059702747632466`, 0.012383571112278023`], + Complex[0.42188151063992546`, 0.012404884190569643`], + Complex[0.423168269398713, 0.012426162309395255`], + Complex[0.42445730527599224`, 0.012447405234909226`], + Complex[0.42574861979589634`, 0.012468612733013116`], + Complex[0.42704221448338864`, 0.012489784569355528`], + Complex[0.42833809086426194`, 0.012510920509331898`], + Complex[0.42963625046513937`, 0.012532020318084314`], + Complex[0.430936694813475, 0.012553083760501342`], + Complex[0.4322394254375537, 0.012574110601217811`], + Complex[0.4335444438664919, 0.012595100604614655`], + Complex[0.4348517516302378, 0.01261605353481871], + Complex[0.4361613502595719, 0.012636969155702529`], + Complex[0.4374732412861077, 0.012657847230884207`], + Complex[0.438787426242291, 0.01267868752372716], + Complex[0.44010390666140164`, 0.012699489797339984`], + Complex[0.44142268407755314`, 0.012720253814576234`], + Complex[0.442743760025693, 0.012740979338034232`], + Complex[0.4440671360416037, 0.012761666130056918`], + Complex[0.4453928136619025, 0.012782313952731616`], + Complex[0.446720794424042, 0.012802922567889875`], + Complex[0.4480510798663108, 0.012823491737107272`], + Complex[0.44938367152783393`, 0.012844021221703226`], + Complex[0.45071857094857226`, 0.012864510782740797`], + Complex[0.45205577966932425`, 0.012884960181026516`], + Complex[0.45339529923172583`, 0.012905369177110187`], + Complex[0.4547371311782503, 0.0129257375312847], + Complex[0.45608127705220913`, 0.012946065003585824`], + Complex[0.45742773839775314`, 0.01296635135379207], + Complex[0.45877651675987097`, 0.01298659634142443], + Complex[0.4601276136843916, 0.013006799725746244`], + Complex[0.4614810307179832, 0.013026961265762985`], + Complex[0.4628367694081544, 0.013047080720222079`], + Complex[0.4641948313032541, 0.013067157847612709`], + Complex[0.4655552179524728, 0.013087192406165626`], + Complex[0.46691793090584144`, 0.013107184153852956`], + Complex[0.4682829717142335, 0.01312713284838803], + Complex[0.4696503419293642, 0.013147038247225164`], + Complex[0.47102004310379153`, 0.013166900107559491`], + Complex[0.4723920767909163, 0.01318671818632676], + Complex[0.4737664445449826, 0.013206492240203142`], + Complex[0.47514314792107865`, 0.013226222025605066`], + Complex[0.4765221884751362, 0.01324590729868898], + Complex[0.4779035677639321, 0.01326554781535121], + Complex[0.4792872873450882, 0.013285143331227735`], + Complex[0.48067334877707113`, 0.01330469360169402], + Complex[0.4820617536191935, 0.013324198381864796`], + Complex[0.48345250343161467`, 0.013343657426593904`], + Complex[0.48484559977533975`, 0.01336307049047407], + Complex[0.4862410442122209, 0.013382437327836734`], + Complex[0.4876388383049583, 0.013401757692751856`], + Complex[0.4890389836170991, 0.013421031339027719`], + Complex[0.49044148171303903`, 0.013440258020210736`], + Complex[0.49184633415802215`, 0.013459437489585259`], + Complex[0.4932535425181419, 0.013478569500173405`], + Complex[0.4946631083603405, 0.013497653804734826`], + Complex[0.49607503325241037`, 0.013516690155766557`], + Complex[0.4974893187629939, 0.013535678305502787`], + Complex[0.4989059664615839, 0.013554618005914697`], + Complex[0.5003249779185246, 0.013573509008710249`], + Complex[0.5017463547050112, 0.013592351065334005`], + Complex[0.5031700983930905, 0.013611143926966916`], + Complex[0.5045962105556624, 0.013629887344526151`], + Complex[0.506024692766478, 0.013648581068664886`], + Complex[0.5074555466001426, 0.013667224849772123`], + Complex[0.5088887736321146, 0.013685818437972494`], + Complex[0.5103243754387053, 0.013704361583126056`], + Complex[0.5117623535970814, 0.013722854034828109`], + Complex[0.5132027096852637, 0.013741295542409007`], + Complex[0.5146454452821277, 0.013759685854933945`], + Complex[0.5160905619674045, 0.01377802472120278], + Complex[0.5175380613216817, 0.013796311889749842`], + Complex[0.5189879449264019, 0.013814547108843724`], + Complex[0.5204402143638649, 0.013832730126487084`], + Complex[0.5218948712172279, 0.013850860690416484`], + Complex[0.5233519170705049, 0.013868938548102155`], + Complex[0.524811353508568, 0.013886963446747823`], + Complex[0.5262731821171476, 0.013904935133290514`], + Complex[0.5277374044828326, 0.013922853354400352`], + Complex[0.5292040221930712, 0.013940717856480375`], + Complex[0.5306730368361704, 0.01395852838566632], + Complex[0.5321444500012981, 0.013976284687826454`], + Complex[0.5336182632784815, 0.013993986508561351`], + Complex[0.5350944782586089, 0.014011633593203718`], + Complex[0.5365730965334299, 0.014029225686818195`], + Complex[0.5380541196955549, 0.014046762534201142`], + Complex[0.5395375493384571, 0.01406424387988047], + Complex[0.5410233870564712, 0.014081669468115423`], + Complex[0.5425116344447949, 0.014099039042896392`], + Complex[0.5440022930994892, 0.01411635234794472], + Complex[0.5454953646174785, 0.014133609126712502`], + Complex[0.546990850596551, 0.014150809122382379`], + Complex[0.5484887526353591, 0.014167952077867366`], + Complex[0.5499890723334205, 0.01418503773581063], + Complex[0.5514918112911176, 0.014202065838585312`], + Complex[0.5529969711096986, 0.014219036128294307`], + Complex[0.5545045533912774, 0.014235948346770094`], + Complex[0.5560145597388345, 0.01425280223557452], + Complex[0.5575269917562172, 0.014269597535998619`], + Complex[0.5590418510481401, 0.014286333989062386`], + Complex[0.5605591392201849, 0.014303011335514607`], + Complex[0.5620788578788016, 0.014319629315832654`], + Complex[0.5636010086313092, 0.014336187670222288`], + Complex[0.5651255930858945, 0.014352686138617439`], + Complex[0.5666526128516143, 0.014369124460680047`], + Complex[0.5681820695383951, 0.014385502375799834`], + Complex[0.5697139647570327, 0.014401819623094116`], + Complex[0.5712483001191941, 0.014418075941407602`], + Complex[0.572785077237417, 0.014434271069312204`], + Complex[0.5743242977251107, 0.014450404745106817`], + Complex[0.5758659631965551, 0.014466476706817149`], + Complex[0.5774100752669037, 0.014482486692195496`], + Complex[0.5789566355521816, 0.014498434438720568`], + Complex[0.580505645669287, 0.01451431968359725], + Complex[0.5820571072359919, 0.014530142163756464`], + Complex[0.5836110218709414, 0.014545901615854905`], + Complex[0.5851673911936552, 0.01456159777627488], + Complex[0.5867262168245276, 0.014577230381124105`], + Complex[0.5882875003848276, 0.01459279916623548], + Complex[0.5898512434967, 0.014608303867166939`], + Complex[0.5914174477831654, 0.014623744219201193`], + Complex[0.5929861148681204, 0.014639119957345563`], + Complex[0.5945572463763382, 0.014654430816331776`], + Complex[0.5961308439334696, 0.01466967653061576], + Complex[0.5977069091660422, 0.014684856834377428`], + Complex[0.5992854437014622, 0.01469997146152052], + Complex[0.6008664491680135, 0.014715020145672365`], + Complex[0.6024499271948593, 0.014730002620183693`], + Complex[0.6040358794120413, 0.014744918618128412`], + Complex[0.6056243074504812, 0.01475976787230346], + Complex[0.6072152129419808, 0.014774550115228543`], + Complex[0.6088085975192218, 0.014789265079145976`], + Complex[0.610404462815767, 0.014803912496020463`], + Complex[0.6120028104660608, 0.01481849209753889], + Complex[0.6136036421054283, 0.014833003615110144`], + Complex[0.6152069593700773, 0.014847446779864893`], + Complex[0.6168127638970984, 0.014861821322655396`], + Complex[0.6184210573244641, 0.014876126974055279`], + Complex[0.620031841291031, 0.014890363464359367`], + Complex[0.6216451174365389, 0.014904530523583454`], + Complex[0.6232608874016123, 0.014918627881464107`], + Complex[0.62487915282776, 0.014932655267458472`], + Complex[0.6264999153573755, 0.014946612410744065`], + Complex[0.6281231766337377, 0.014960499040218563`], + Complex[0.6297489383010119, 0.014974314884499606`], + Complex[0.6313772020042488, 0.014988059671924611`], + Complex[0.6330079693893866, 0.01500173313055053], + Complex[0.6346412421032497, 0.015015334988153682`], + Complex[0.6362770217935507, 0.015028864972229543`], + Complex[0.6379153101088895, 0.01504232280999252], + Complex[0.6395561086987547, 0.015055708228375776`], + Complex[0.6411994192135235, 0.015069020954031002`], + Complex[0.642845243304462, 0.01508226071332823], + Complex[0.6444935826237267, 0.015095427232355638`], + Complex[0.6461444388243631, 0.015108520236919304`], + Complex[0.6477978135603073, 0.015121539452543045`], + Complex[0.6494537084863868, 0.015134484604468194`], + Complex[0.6511121252583199, 0.015147355417653396`], + Complex[0.6527730655327165, 0.015160151616774399`], + Complex[0.6544365309670789, 0.015172872926223862`], + Complex[0.6561025232198016, 0.015185519070111144`], + Complex[0.6577710439501719, 0.015198089772262086`], + Complex[0.6594420948183711, 0.015210584756218833`], + Complex[0.661115677485474, 0.015223003745239602`], + Complex[0.6627917936134488, 0.015235346462298491`], + Complex[0.6644704448651594, 0.01524761263008527], + Complex[0.666151632904364, 0.015259801971005163`], + Complex[0.6678353593957169, 0.015271914207178683`], + Complex[0.6695216260047676, 0.015283949060441358`], + Complex[0.6712104343979625, 0.015295906252343595`], + Complex[0.672901786242644, 0.015307785504150429`], + Complex[0.6745956832070522, 0.015319586536841331`], + Complex[0.6762921269603248, 0.015331309071110005`], + Complex[0.677991119172497, 0.01534295282736417], + Complex[0.6796926615145029, 0.01535451752572537], + Complex[0.6813967556581753, 0.015366002886028747`], + Complex[0.6831034032762459, 0.015377408627822843`], + Complex[0.6848126060423466, 0.0153887344703694], + Complex[0.686524365631009, 0.015399980132643157`], + Complex[0.6882386837176656, 0.015411145333331608`], + Complex[0.6899555619786493, 0.015422229790834838`], + Complex[0.691675002091195, 0.015433233223265293`], + Complex[0.6933970057334389, 0.01544415534844756], + Complex[0.6951215745844196, 0.01545499588391819], + Complex[0.6968487103240785, 0.015465754546925477`], + Complex[0.6985784146332598, 0.01547643105442923], + Complex[0.7003106891937113, 0.015487025123100606`], + Complex[0.7020455356880849, 0.015497536469321855`], + Complex[0.7037829557999365, 0.015507964809186143`], + Complex[0.7055229512137272, 0.015518309858497337`], + Complex[0.7072655236148228, 0.015528571332769778`], + Complex[0.7090106746894947, 0.015538748947228117`], + Complex[0.7107584061249214, 0.015548842416807047`], + Complex[0.7125087196091865, 0.015558851456151141`], + Complex[0.7142616168312813, 0.01556877577961461], + Complex[0.7160170994811041, 0.015578615101261125`], + Complex[0.7177751692494609, 0.015588369134863578`], + Complex[0.7195358278280668, 0.015598037593903899`], + Complex[0.721299076909544, 0.015607620191572809`], + Complex[0.7230649181874247, 0.01561711664076966], + Complex[0.7248333533561505, 0.01562652665410218], + Complex[0.7266043841110725, 0.015635849943886282`], + Complex[0.7283780121484529, 0.01564508622214587], + Complex[0.7301542391654635, 0.01565423520061258], + Complex[0.7319330668601882, 0.01566329659072564], + Complex[0.7337144969316222, 0.015672270103631585`], + Complex[0.7354985310796726, 0.015681155450184104`], + Complex[0.7372851710051591, 0.015689952340943784`], + Complex[0.7390744184098147, 0.015698660486177955`], + Complex[0.7408662749962849, 0.015707279595860407`], + Complex[0.7426607424681293, 0.015715809379671243`], + Complex[0.7444578225298218, 0.015724249546996624`], + Complex[0.746257516886751, 0.015732599806928583`], + Complex[0.7480598272452202, 0.015740859868264803`], + Complex[0.7498647553124486, 0.015749029439508413`], + Complex[0.7516723027965709, 0.01575710822886776], + Complex[0.7534824714066383, 0.0157650959442562], + Complex[0.7552952628526186, 0.015772992293291915`], + Complex[0.7571106788453971, 0.01578079698329766], + Complex[0.7589287210967766, 0.015788509721300577`], + Complex[0.7607493913194776, 0.015796130214031954`], + Complex[0.7625726912271397, 0.01580365816792707], + Complex[0.7643986225343211, 0.01581109328912491], + Complex[0.7662271869564989, 0.015818435283467998`], + Complex[0.7680583862100713, 0.015825683856502168`], + Complex[0.7698922220123553, 0.015832838713476363`], + Complex[0.771728696081589, 0.015839899559342407`], + Complex[0.773567810136932, 0.0158468660987548], + Complex[0.7754095658984649, 0.015853738036070496`], + Complex[0.7772539650871908, 0.015860515075348698`], + Complex[0.7791010094250341, 0.015867196920350643`], + Complex[0.7809507006348432, 0.015873783274539387`], + Complex[0.7828030404403893, 0.015880273841079588`], + Complex[0.7846580305663672, 0.015886668322837288`], + Complex[0.7865156727383956, 0.01589296642237972], + Complex[0.7883759686830184, 0.01589916784197505], + Complex[0.7902389201277039, 0.01590527228359222], + Complex[0.7921045288008458, 0.015911279448900684`], + Complex[0.7939727964317643, 0.015917189039270203`], + Complex[0.7958437247507051, 0.01592300075577068], + Complex[0.7977173154888408, 0.015928714299171844`], + Complex[0.799593570378272, 0.015934329369943153`], + Complex[0.8014724911520255, 0.015939845668253474`], + Complex[0.8033540795440568, 0.01594526289397093], + Complex[0.8052383372892504, 0.015950580746662682`], + Complex[0.807125266123419, 0.015955798925594674`], + Complex[0.8090148677833044, 0.015960917129731446`], + Complex[0.8109071440065793, 0.01596593505773593], + Complex[0.8128020965318452, 0.01597085240796919], + Complex[0.8146997270986355, 0.015975668878490265`], + Complex[0.8166000374474139, 0.01598038416705589], + Complex[0.8185030293195759, 0.015984997971120324`], + Complex[0.8204087044574486, 0.01598950998783511], + Complex[0.822317064604292, 0.015993919914048867`], + Complex[0.8242281115042986, 0.015998227446307096`], + Complex[0.8261418469025945, 0.01600243228085189], + Complex[0.8280582725452392, 0.016006534113621823`], + Complex[0.8299773901792262, 0.016010532640251627`], + Complex[0.8318992015524841, 0.01601442755607205], + Complex[0.8338237084138762, 0.016018218556109597`], + Complex[0.8357509125132011, 0.01602190533508635], + Complex[0.8376808156011937, 0.016025487587419673`], + Complex[0.8396134194295249, 0.016028965007222118`], + Complex[0.8415487257508023, 0.01603233728830108], + Complex[0.8434867363185714, 0.016035604124158647`], + Complex[0.8454274528873146, 0.016038765207991388`], + Complex[0.8473708772124526, 0.016041820232690088`], + Complex[0.849317011050345, 0.01604476889083958], + Complex[0.8512658561582899, 0.01604761087471849], + Complex[0.8532174142945248, 0.016050345876299017`], + Complex[0.8551716872182274, 0.016052973587246756`], + Complex[0.857128676689516, 0.016055493698920426`], + Complex[0.8590883844694488, 0.016057905902371692`], + Complex[0.8610508123200258, 0.016060209888344914`], + Complex[0.863015962004188, 0.016062405347276938`], + Complex[0.8649838352858191, 0.016064491969296883`], + Complex[0.8669544339297451, 0.016066469444225923`], + Complex[0.8689277597017352, 0.016068337461577067`], + Complex[0.8709038143685014, 0.016070095710554906`], + Complex[0.8728825996977, 0.016071743880055445`], + Complex[0.8748641174579314, 0.016073281658665846`], + Complex[0.8768483694187403, 0.01607470873466422], + Complex[0.8788353573506179, 0.016076024796019394`], + Complex[0.8808250830249996, 0.01607722953039072], + Complex[0.8828175482142673, 0.016078322625127817`], + Complex[0.8848127546917498, 0.016079303767270365`], + Complex[0.886810704231722, 0.016080172643547906`], + Complex[0.8888113986094078, 0.016080928940379585`], + Complex[0.8908148396009758, 0.01608157234387395], + Complex[0.8928210289835468, 0.016082102539828703`], + Complex[0.8948299685351869, 0.01608251921373056], + Complex[0.8968416600349147, 0.016082822050754928`], + Complex[0.8988561052626949, 0.016083010735765707`], + Complex[0.9008733059994442, 0.01608308495331512], + Complex[0.9028932640270293, 0.016083044387643426`], + Complex[0.9049159811282697, 0.01608288872267879], + Complex[0.9069414590869321, 0.016082617642036907`], + Complex[0.908969699687739, 0.016082230829020924`], + Complex[0.9110007047163637, 0.01608172796662119], + Complex[0.9130344759594324, 0.01608110873751494], + Complex[0.9150710152045229, 0.016080372824066172`], + Complex[0.9171103242401699, 0.01607951990832539], + Complex[0.9191524048558589, 0.016078549672029385`], + Complex[0.9211972588420327, 0.016077461796601], + Complex[0.9232448879900861, 0.016076255963148878`], + Complex[0.9252952940923711, 0.016074931852467327`], + Complex[0.927348478942196, 0.016073489145036028`], + Complex[0.9294044443338254, 0.016071927521019814`], + Complex[0.9314631920624781, 0.01607024666026844], + Complex[0.9335247239243326, 0.0160684462423164], + Complex[0.935589041716525, 0.016066525946382686`], + Complex[0.9376561472371482, 0.016064485451370514`], + Complex[0.9397260422852557, 0.016062324435867206`], + Complex[0.9417987286608565, 0.016060042578143804`], + Complex[0.943874208164923, 0.016057639556155003`], + Complex[0.9459524825993836, 0.016055115047538874`], + Complex[0.948033553767132, 0.01605246872961662], + Complex[0.9501174234720172, 0.01604970027939229], + Complex[0.9522040935188529, 0.016046809373552698`], + Complex[0.9542935657134137, 0.016043795688467102`], + Complex[0.9563858418624374, 0.01604065890018699], + Complex[0.9584809237736207, 0.01603739868444584], + Complex[0.9605788132556273, 0.016034014716658933`], + Complex[0.9626795121180831, 0.01603050667192313], + Complex[0.9647830221715782, 0.016026874225016592`], + Complex[0.9668893452276652, 0.016023117050398578`], + Complex[0.9689984830988638, 0.01601923482220924], + Complex[0.9711104375986584, 0.016015227214269383`], + Complex[0.9732252105415, 0.01601109390008025], + Complex[0.9753428037428026, 0.01600683455282324], + Complex[0.9774632190189505, 0.016002448845359726`], + Complex[0.979586458187293, 0.015997936450230888`], + Complex[0.981712523066149, 0.01599329703965736], + Complex[0.9838414154748021, 0.015988530285539055`], + Complex[0.9859731372335072, 0.015983635859454955`], + Complex[0.9881076901634868, 0.015978613432662915`], + Complex[0.9902450760869341, 0.01597346267609935], + Complex[0.9923852968270102, 0.01596818326037904], + Complex[0.9945283542078477, 0.01596277485579495], + Complex[0.9966742500545497, 0.015957237132317954`], + Complex[0.9988229861931918, 0.015951569759596575`], + Complex[1.0009745644508175`, 0.015945772406956847`], + Complex[1.0031289866554467`, 0.015939844743401987`], + Complex[1.0052862546360684`, 0.01593378643761225], + Complex[1.0074463702226486`, 0.01592759715794466], + Complex[1.009609335246122, 0.01592127657243279], + Complex[1.0117751515384004`, 0.015914824348786473`], + Complex[1.0139438209323688`, 0.01590824015439171], + Complex[1.0161153452618892`, 0.015901523656310278`], + Complex[1.018289726361794, 0.015894674521279628`], + Complex[1.0204669660678964`, 0.01588769241571259], + Complex[1.0226470662169833`, 0.015880577005697175`], + Complex[1.024830028646819, 0.01587332795699628], + Complex[1.0270158551961444`, 0.01586594493504759], + Complex[1.0292045477046776`, 0.015858427604963143`], + Complex[1.0313961080131162`, 0.015850775631529333`], + Complex[1.0335905379631354`, 0.015842988679206495`], + Complex[1.0357878393973887`, 0.01583506641212879], + Complex[1.0379880141595095`, 0.015827008494103862`], + Complex[1.0401910640941123`, 0.015818814588612784`], + Complex[1.0423969910467905`, 0.015810484358809614`], + Complex[1.0446057968641178`, 0.01580201746752127], + Complex[1.0468174833936503`, 0.015793413577247346`], + Complex[1.049032052483925, 0.015784672350159807`], + Complex[1.0512495059844627`, 0.015775793448102787`], + Complex[1.0534698457457645`, 0.0157667765325923], + Complex[1.0556930736193157`, 0.015757621264816085`], + Complex[1.057919191457585, 0.015748327305633372`], + Complex[1.060148201114026, 0.01573889431557458], + Complex[1.0623801044430743`, 0.01572932195484112], + Complex[1.0646149033001533`, 0.015719609883305237`], + Complex[1.0668525995416696`, 0.015709757760509594`], + Complex[1.0690931950250178`, 0.01569976524566728], + Complex[1.0713366916085756`, 0.015689631997661317`], + Complex[1.0735830911517101`, 0.015679357675044647`], + Complex[1.075832395514775, 0.015668941936039814`], + Complex[1.0780846065591119`, 0.015658384438538668`], + Complex[1.0803397261470493`, 0.015647684840102226`], + Complex[1.0825977561419047`, 0.015636842797960383`], + Complex[1.084858698407986, 0.015625857969011753`], + Complex[1.0871225548105903`, 0.015614730009823295`], + Complex[1.0893893272160022`, 0.015603458576630213`], + Complex[1.0916590174914993`, 0.015592043325335647`], + Complex[1.0939316275053497`, 0.01558048391151048], + Complex[1.0962071591268132`, 0.015568779990393088`], + Complex[1.0984856142261392`, 0.015556931216889062`], + Complex[1.1007669946745722`, 0.015544937245571051`], + Complex[1.1030513023443473`, 0.015532797730678484`], + Complex[1.1053385391086954`, 0.01552051232611735], + Complex[1.1076287068418376`, 0.015508080685459894`], + Complex[1.1099218074189918`, 0.015495502461944494`], + Complex[1.1122178427163698`, 0.015482777308475394`], + Complex[1.1145168146111788`, 0.01546990487762235], + Complex[1.1168187249816195`, 0.015456884821620555`], + Complex[1.1191235757068918`, 0.015443716792370337`], + Complex[1.1214313686671902`, 0.015430400441436908`], + Complex[1.1237421057437065`, 0.015416935420050128`], + Complex[1.1260557888186293`, 0.015403321379104318`], + Complex[1.128372419775146, 0.015389557969157924`], + Complex[1.1306920004974415`, 0.015375644840433397`], + Complex[1.1330145328707015`, 0.0153615816428169], + Complex[1.1353400187811078`, 0.015347368025858045`], + Complex[1.1376684601158435`, 0.015333003638769698`], + Complex[1.1399998587630928`, 0.015318488130427714`], + Complex[1.1423342166120403`, 0.015303821149370744`], + Complex[1.1446715355528694`, 0.015289002343799905`], + Complex[1.1470118174767676`, 0.015274031361578642`], + Complex[1.149355064275924, 0.015258907850232489`], + Complex[1.151701277843531, 0.015243631456948707`], + Complex[1.1540504600737809`, 0.01522820182857621], + Complex[1.1564026128618723`, 0.01521261861162513], + Complex[1.1587577381040075`, 0.015196881452266872`], + Complex[1.1611158376973931`, 0.015180989996333542`], + Complex[1.1634769135402387`, 0.015164943889317932`], + Complex[1.1658409675317614`, 0.01514874277637321], + Complex[1.1682080015721836`, 0.015132386302312669`], + Complex[1.1705780175627345`, 0.015115874111609523`], + Complex[1.172951017405648, 0.015099205848396632`], + Complex[1.1753270030041676`, 0.015082381156466247`], + Complex[1.1777059762625426`, 0.015065399679269878`], + Complex[1.1800879390860335`, 0.015048261059917939`], + Complex[1.182472893380904, 0.015030964941179508`], + Complex[1.1848608410544326`, 0.015013510965482141`], + Complex[1.1872517840149046`, 0.014995898774911686`], + Complex[1.1896457241716165`, 0.014978128011211888`], + Complex[1.1920426634348722`, 0.014960198315784256`], + Complex[1.1944426037159905`, 0.01494210932968778], + Complex[1.1968455469273, 0.01492386069363876], + Complex[1.1992514949821422`, 0.01490545204801048], + Complex[1.2016604497948684`, 0.014886883032832999`], + Complex[1.2040724132808458`, 0.014868153287792897`], + Complex[1.2064873873564521`, 0.01484926245223309], + Complex[1.2089053739390834`, 0.014830210165152518`], + Complex[1.2113263749471448`, 0.014810996065205912`], + Complex[1.2137503923000583`, 0.014791619790703578`], + Complex[1.2161774279182624`, 0.014772080979611189`], + Complex[1.2186074837232104`, 0.014752379269549462`], + Complex[1.2210405616373703`, 0.014732514297793962`], + Complex[1.223476663584229, 0.014712485701274834`], + Complex[1.225915791488289, 0.014692293116576629`], + Complex[1.2283579472750716`, 0.014671936179937973`], + Complex[1.2308031328711169`, 0.014651414527251333`], + Complex[1.2332513502039795`, 0.014630727794062904`], + Complex[1.2357026012022372`, 0.014609875615572091`], + Complex[1.2381568877954858`, 0.014588857626631648`], + Complex[1.2406142119143422`, 0.014567673461747074`], + Complex[1.2430745754904413`, 0.014546322755076588`], + Complex[1.245537980456441, 0.014524805140430771`], + Complex[1.2480044287460197`, 0.014503120251272419`], + Complex[1.2504739222938792`, 0.014481267720716211`], + Complex[1.2529464630357408`, 0.014459247181528509`], + Complex[1.2554220529083506`, 0.014437058266127132`], + Complex[1.2579006938494786`, 0.014414700606581074`], + Complex[1.2603823877979181`, 0.014392173834610233`], + Complex[1.2628671366934847`, 0.014369477581585272`], + Complex[1.2653549424770207`, 0.014346611478527223`], + Complex[1.2678458070903942`, 0.014323575156107413`], + Complex[1.2703397324764982`, 0.01430036824464711], + Complex[1.27283672057925, 0.014276990374117213`], + Complex[1.2753367733435965`, 0.014253441174138194`], + Complex[1.2778398927155108`, 0.014229720273979733`], + Complex[1.2803460806419933`, 0.014205827302560436`], + Complex[1.2828553390710717`, 0.014181761888447709`], + Complex[1.285367669951804, 0.014157523659857353`], + Complex[1.287883075234276, 0.014133112244653521`], + Complex[1.2904015568696037`, 0.01410852727034833], + Complex[1.2929231168099324`, 0.01408376836410154], + Complex[1.2954477570084386`, 0.014058835152720545`], + Complex[1.2979754794193288`, 0.014033727262659954`], + Complex[1.3005062859978438`, 0.014008444320021341`], + Complex[1.3030401787002515`, 0.01398298595055308], + Complex[1.305577159483856, 0.013957351779650027`], + Complex[1.308117230306993, 0.01393154143235334], + Complex[1.3106603931290335`, 0.013905554533350168`], + Complex[1.3132066499103778`, 0.013879390706973442`], + Complex[1.3157560026124648`, 0.01385304957720156], + Complex[1.318308453197766, 0.013826530767658317`], + Complex[1.3208640036297912`, 0.013799833901612383`], + Complex[1.3234226558730808`, 0.013772958601977327`], + Complex[1.325984411893216, 0.013745904491311162`], + Complex[1.3285492736568123`, 0.013718671191816202`], + Complex[1.3311172431315255`, 0.013691258325338837`], + Complex[1.333688322286044, 0.013663665513369182`], + Complex[1.336262513090099, 0.013635892377040895`], + Complex[1.3388398175144578`, 0.013607938537130925`], + Complex[1.341420237530929, 0.013579803614059291`], + Complex[1.3440037751123581`, 0.013551487227888698`], + Complex[1.3465904322326332`, 0.013522988998324454`], + Complex[1.3491802108666808`, 0.013494308544714166`], + Complex[1.3517731129904724`, 0.013465445486047464`], + Complex[1.3543691405810152`, 0.013436399440955694`], + Complex[1.3569682956163633`, 0.013407170027711801`], + Complex[1.3595705800756117`, 0.013377756864230029`], + Complex[1.362175995938899, 0.0133481595680656], + Complex[1.3647845451874052`, 0.013318377756414534`], + Complex[1.3673962298033566`, 0.013288411046113374`], + Complex[1.3700110517700235`, 0.013258259053638997`], + Complex[1.3726290130717218`, 0.013227921395108255`], + Complex[1.3752501156938104`, 0.01319739768627775], + Complex[1.3778743616226965`, 0.013166687542543635`], + Complex[1.380501752845833, 0.013135790578941417`], + Complex[1.3831322913517206`, 0.013104706410145474`], + Complex[1.3857659791299046`, 0.0130734346504691], + Complex[1.3884028181709818`, 0.013041974913863982`], + Complex[1.3910428104665948`, 0.013010326813920146`], + Complex[1.3936859580094378`, 0.012978489963865636`], + Complex[1.3963322627932504`, 0.01294646397656619], + Complex[1.3989817268128248`, 0.012914248464525088`], + Complex[1.4016343520640033`, 0.01288184303988291], + Complex[1.4042901405436796`, 0.012849247314417181`], + Complex[1.4069490942497962`, 0.012816460899542168`], + Complex[1.409611215181349, 0.012783483406308645`], + Complex[1.4122765053383877`, 0.012750314445403678`], + Complex[1.4149449667220129`, 0.012716953627150224`], + Complex[1.4176166013343776`, 0.012683400561507054`], + Complex[1.4202914111786906`, 0.012649654858068352`], + Complex[1.4229693982592149`, 0.01261571612606363], + Complex[1.4256505645812667`, 0.012581583974357245`], + Complex[1.428334912151218, 0.01254725801144833], + Complex[1.4310224429764977`, 0.012512737845470481`], + Complex[1.4337131590655892`, 0.01247802308419154], + Complex[1.436407062428035, 0.01244311333501322], + Complex[1.4391041550744306`, 0.012408008204970962`], + Complex[1.4418044390164328`, 0.012372707300733643`], + Complex[1.444507916266756, 0.012337210228603405`], + Complex[1.447214588839174, 0.012301516594515213`], + Complex[1.4499244587485158`, 0.012265626004036738`], + Complex[1.4526375280106745`, 0.012229538062368095`], + Complex[1.4553537986426013`, 0.012193252374341552`], + Complex[1.4580732726623098`, 0.012156768544421277`], + Complex[1.4607959520888716`, 0.012120086176703123`], + Complex[1.4635218389424225`, 0.012083204874914249`], + Complex[1.4662509352441588`, 0.012046124242413046`], + Complex[1.4689832430163416`, 0.012008843882188758`], + Complex[1.4717187642822926`, 0.011971363396861247`], + Complex[1.4744575010663985`, 0.011933682388680682`], + Complex[1.4771994553941101`, 0.011895800459527504`], + Complex[1.4799446292919427`, 0.011857717210911868`], + Complex[1.4826930247874757`, 0.01181943224397352], + Complex[1.4854446439093552`, 0.01178094515948162], + Complex[1.4881994886872933`, 0.011742255557834376`], + Complex[1.490957561152069, 0.011703363039058844`], + Complex[1.4937188633355265`, 0.011664267202810556`], + Complex[1.4964833972705793`, 0.01162496764837342], + Complex[1.4992511649912084`, 0.011585463974659434`], + Complex[1.5020221685324648`, 0.011545755780208295`], + Complex[1.5047964099304652`, 0.011505842663187257`], + Complex[1.5075738912223986`, 0.011465724221390871`], + Complex[1.5103546144465232`, 0.011425400052240662`], + Complex[1.5131385816421696`, 0.01138486975278499], + Complex[1.5159257948497347`, 0.011344132919698598`], + Complex[1.5187162561106908`, 0.011303189149282512`], + Complex[1.5215099674675827`, 0.011262038037463767`], + Complex[1.5243069309640256`, 0.011220679179795062`], + Complex[1.5271071486447076`, 0.011179112171454564`], + Complex[1.529910622555392, 0.011137336607245616`], + Complex[1.532717354742915, 0.0110953520815966], + Complex[1.5355273472551887`, 0.0110531581885604], + Complex[1.5383406021411976`, 0.011010754521814433`], + Complex[1.5411571214510036`, 0.010968140674660287`], + Complex[1.543976907235745, 0.010925316240023356`], + Complex[1.5467999615476367`, 0.010882280810452689`], + Complex[1.5496262864399668`, 0.010839033978120732`], + Complex[1.552455883967106, 0.010795575334823011`], + Complex[1.5552887561845015`, 0.010751904471977967`], + Complex[1.5581249051486779`, 0.010708020980626544`], + Complex[1.560964332917238, 0.010663924451432005`], + Complex[1.5638070415488676`, 0.01061961447467977], + Complex[1.5666530331033286`, 0.010575090640276893`], + Complex[1.5695023096414673`, 0.010530352537752207`], + Complex[1.5723548732252077`, 0.010485399756255575`], + Complex[1.5752107259175563`, 0.010440231884558029`], + Complex[1.5780698697826023`, 0.010394848511051248`], + Complex[1.5809323068855168`, 0.010349249223747449`], + Complex[1.5837980392925552`, 0.010303433610279161`], + Complex[1.5866670690710536`, 0.010257401257898664`], + Complex[1.5895393982894361`, 0.010211151753478118`], + Complex[1.592415029017207, 0.010164684683509055`], + Complex[1.5952939633249599`, 0.010117999634102134`], + Complex[1.5981762032843698`, 0.010071096190986978`], + Complex[1.601061750968201, 0.010023973939511824`], + Complex[1.603950608450303, 0.009976632464643281], + Complex[1.6068427778056136`, 0.009929071350966125], + Complex[1.6097382611101545`, 0.009881290182682866], + Complex[1.61263706044104, 0.009833288543613695], + Complex[1.6155391778764698`, 0.009785066017196125], + Complex[1.6184446154957357`, 0.009736622186484686], + Complex[1.6213533753792153`, 0.009687956634150709], + Complex[1.624265459608379, 0.009639068942481989], + Complex[1.6271808702657868`, 0.009589958693382708], + Complex[1.6300996094350915`, 0.009540625468372931], + Complex[1.6330216792010335`, 0.009491068848588476], + Complex[1.6359470816494492`, 0.009441288414780664], + Complex[1.6388758188672652`, 0.009391283747315952], + Complex[1.6418078929425055`, 0.009341054426175756], + Complex[1.6447433059642804`, 0.009290600030956168], + Complex[1.6476820600228002`, 0.00923992014086764], + Complex[1.6506241572093678`, 0.009189014334734784], + Complex[1.653569599616383, 0.00913788219099607], + Complex[1.656518389337337, 0.009086523287703544], + Complex[1.6594705284668219`, 0.009034937202522571], + Complex[1.6624260191005238`, 0.008983123512731634], + Complex[1.6653848633352275`, 0.008931081795221948], + Complex[1.6683470632688127`, 0.00887881162649731], + Complex[1.6713126210002607`, 0.0088263125826737], + Complex[1.6742815386296495`, 0.008773584239479177], + Complex[1.6772538182581587`, 0.008720626172253422], + Complex[1.6802294619880636`, 0.008667437955947679], + Complex[1.6832084719227418`, 0.008614019165124293], + Complex[1.6861908501666727`, 0.008560369373956562], + Complex[1.6891765988254375`, 0.008506488156228446], + Complex[1.6921657200057136`, 0.008452375085334213], + Complex[1.6951582158152891`, 0.00839802973427832], + Complex[1.6981540883630477`, 0.008343451675675025], + Complex[1.701153339758981, 0.008288640481748218], + Complex[1.704155972114181, 0.00823359572433098], + Complex[1.707161987540847, 0.008178316974865457], + Complex[1.7101713881522809`, 0.008122803804402653], + Complex[1.7131841760628923`, 0.008067055783601979], + Complex[1.7162003533881933`, 0.008011072482731078], + Complex[1.7192199222448046`, 0.007954853471665517], + Complex[1.7222428847504545`, 0.007898398319888603], + Complex[1.725269243023977, 0.007841706596491055], + Complex[1.7282989991853144`, 0.007784777870170671], + Complex[1.7313321553555179`, 0.007727611709232134], + Complex[1.7343687136567474`, 0.007670207681586785], + Complex[1.7374086762122727`, 0.007612565354752215], + Complex[1.740452045146472, 0.00755468429585212], + Complex[1.7434988225848356`, 0.00749656407161594], + Complex[1.7465490106539636`, 0.007438204248378648], + Complex[1.7496026114815701`, 0.007379604392080456], + Complex[1.7526596271964776`, 0.007320764068266553], + Complex[1.7557200599286225`, 0.0072616828420868015`], + Complex[1.7587839118090556`, 0.007202360278295496], + Complex[1.7618511849699412`, 0.007142795941251091], + Complex[1.7649218815445549`, 0.007082989394915903], + Complex[1.7679960036672893`, 0.007022940202855821], + Complex[1.7710735534736515`, 0.006962647928240133], + Complex[1.7741545331002664`, 0.006902112133841169], + Complex[1.7772389446848689`, 0.006841332382034], + Complex[1.7803267903663178`, 0.006780308234796195], + Complex[1.783418072284584, 0.006719039253707697], + Complex[1.7865127925807591`, 0.006657524999950239], + Complex[1.7896109533970512`, 0.006595765034307345], + Complex[1.792712556876787, 0.006533758917163894], + Complex[1.7958176051644137`, 0.006471506208505999], + Complex[1.7989261004055002`, 0.0064090064679205305`], + Complex[1.802038044746728, 0.006346259254594991], + Complex[1.8051534403359077`, 0.006283264127317188], + Complex[1.808272289321968, 0.006220020644475056], + Complex[1.8113945938549598`, 0.006156528364056189], + Complex[1.8145203560860546`, 0.006092786843647717], + Complex[1.8176495781675484`, 0.006028795640435902], + Complex[1.8207822622528602`, 0.005964554311206155], + Complex[1.8239184104965356`, 0.0059000624123423315`], + Complex[1.8270580250542392`, 0.005835319499826776], + Complex[1.8302011080827651`, 0.005770325129239917], + Complex[1.8333476617400302`, 0.005705078855760028], + Complex[1.8364976881850803`, 0.005639580234162944], + Complex[1.839651189578083, 0.005573828818821805], + Complex[1.842808168080338, 0.005507824163706668], + Complex[1.8459686258542694`, 0.005441565822384448], + Complex[1.8491325650634318`, 0.005375053348018431], + Complex[1.8522999878725048`, 0.0053082862933680475`], + Complex[1.8554708964473, 0.005241264210788701], + Complex[1.8586452929547583`, 0.005173986652231351], + Complex[1.8618231795629516`, 0.005106453169242346], + Complex[1.8650045584410784`, 0.005038663312963029], + Complex[1.868189431759473, 0.004970616634129593], + Complex[1.8713778016895992`, 0.004902312683072778], + Complex[1.8745696704040549`, 0.0048337510097174324`], + Complex[1.8777650400765664`, 0.004764931163582398], + Complex[1.8809639128819993`, 0.004695852693780214], + Complex[1.8841662909963481`, 0.004626515149016783], + Complex[1.8873721765967457`, 0.0045569180775911974`], + Complex[1.8905815718614563`, 0.004487061027395239], + Complex[1.8937944789698804`, 0.004416943545913321], + Complex[1.897010900102556, 0.004346565180222195], + Complex[1.9002308374411583`, 0.004275925476990537], + Complex[1.9034542931684932`, 0.004205023982478656], + Complex[1.906681269468512, 0.004133860242538451], + Complex[1.9099117685263, 0.004062433802612897], + Complex[1.9131457925280826`, 0.00399074420773584], + Complex[1.9163833436612223`, 0.003918791002531709], + Complex[1.9196244241142215`, 0.0038465737312152817`], + Complex[1.9228690360767242`, 0.003774091937591359], + Complex[1.9261171817395164`, 0.0037013451650544857`], + Complex[1.929368863294521, 0.0036283329565886258`], + Complex[1.932624082934805, 0.0035550548547669814`], + Complex[1.9358828428545776`, 0.003481510401751667], + Complex[1.9391451452491926`, 0.0034076991392933756`], + Complex[1.942410992315143, 0.0033336206087312206`], + Complex[1.9456803862500676`, 0.0032592743509922556`], + Complex[1.948953329252751, 0.003184659906591482], + Complex[1.952229823523122, 0.003109776815631196], + Complex[1.9555098712622543`, 0.0030346246178009975`], + Complex[1.958793474672365, 0.002959202852377482], + Complex[1.9620806359568226`, 0.002883511058223806], + Complex[1.9653713573201388`, 0.0028075487737895047`], + Complex[1.9686656409679768`, 0.0027313155371102085`], + Complex[1.9719634891071411`, 0.0026548108858073446`], + Complex[1.975264903945592, 0.002578034357087776], + Complex[1.9785698876924351`, 0.0025009854877437523`], + Complex[1.9818784425579277`, 0.0024236638141523215`], + Complex[1.9851905707534727`, 0.002346068872275321], + Complex[1.98850627449163, 0.0022682001976587415`], + Complex[1.9918255559861056`, 0.0021900573254329814`], + Complex[1.9951484174517633`, 0.002111639790312002], + Complex[1.9984748611046104`, 0.002032947126593375], + Complex[2.0018048891618148`, 0.0019539788681578463`], + Complex[2.0051385038416942`, 0.0018747345484693007`], + Complex[2.0084757073637216`, 0.0017952137005739985`], + Complex[2.0118165019485232`, 0.0017154158571008465`], + Complex[2.0151608898178806`, 0.0016353405502606902`], + Complex[2.018508873194732, 0.0015549873118462856`], + Complex[2.02186045430317, 0.001474355673231835], + Complex[2.025215635368444, 0.001393445165372785], + Complex[2.028574418616962, 0.0013122553188055774`], + Complex[2.031936806276287, 0.0012307856636473505`], + Complex[2.035302800575145, 0.0011490357295955017`], + Complex[2.0386724037434143`, 0.0010670050459275562`], + Complex[2.042045618012136, 0.000984693141500917], + Complex[2.0454224456135126`, 0.0009020995447524827], + Complex[2.0488028887809038`, 0.0008192237836983432], + Complex[2.0521869497488296`, 0.0007360653859335362], + Complex[2.055574630752975, 0.0006526238786317487], + Complex[2.0589659340301845`, 0.0005688987885451302], + Complex[2.062360861818467, 0.00048488964200375795`], + Complex[2.0657594163569897`, 0.0004005959649155816], + Complex[2.069161599886088, 0.0003160172827660901], + Complex[2.0725674146472612`, 0.0002311531206178538], + Complex[2.075976862883172, 0.00014600300311055914`], + Complex[2.0793899468376447`, 0.000060566454460363184`], + Complex[2.082806668755676, -0.000025157001540154766`], + Complex[2.086227030883424, -0.0001111678415223194], + Complex[2.0896510354682167`, -0.00019746654254179652`], + Complex[2.093078684758545, -0.0002840535820786694], + Complex[2.096509981004073, -0.0003709294380379591], + Complex[2.099944926455629, -0.0004580945887495552], + Complex[2.1033835233652134`, -0.0005455495129690138], + Complex[2.106825773985993, -0.0006332946898774186], + Complex[2.1102716805723056`, -0.0007213305990818111], + Complex[2.1137212453796606`, -0.0008096577206155378], + Complex[2.11717447066474, -0.0008982765349384858], + Complex[2.12063135868539, -0.000987187522937416], + Complex[2.124091911700639, -0.0010763911659262063`], + Complex[2.12755613197068, -0.0011658879456461074`], + Complex[2.131024021756886, -0.0012556783442661673`], + Complex[2.1344955833217965`, -0.001345762844383376], + Complex[2.13797081892913, -0.0014361419290230548`], + Complex[2.141449730843779, -0.001526816081639168], + Complex[2.1449323213318143`, -0.0016177857861144965`], + Complex[2.1484185926604744`, -0.0017090515267609435`], + Complex[2.151908547098183, -0.00180061378832002], + Complex[2.155402186914536, -0.0018924730559629482`], + Complex[2.158899514380308, -0.0019846298152909544`], + Complex[2.1624005317674517`, -0.0020770845523356424`], + Complex[2.165905241349099, -0.002169837753559216], + Complex[2.1694136453995614`, -0.0022628899058549645`], + Complex[2.1729257461943283`, -0.0023562414965472567`], + Complex[2.17644154601007, -0.0024498930133918934`], + Complex[2.179961047124639, -0.0025438449445768715`], + Complex[2.1834842518170667`, -0.00263809777872185], + Complex[2.18701116236757, -0.0027326520048791617`], + Complex[2.190541781057543, -0.002827508112533683], + Complex[2.19407611016957, -0.0029226665916035274`], + Complex[2.1976141519874095`, -0.003018127932439746], + Complex[2.2011559087960153`, -0.0031138926258272165`], + Complex[2.204701382881515, -0.003209961162984741], + Complex[2.2082505765312286`, -0.003306334035565045], + Complex[2.2118034920336593`, -0.0034030117356554784`], + Complex[2.215360131678497, -0.00349999475577821], + Complex[2.2189204977566166`, -0.0035972835888902904`], + Complex[2.222484592560083, -0.0036948787283843584`], + Complex[2.226052418382147, -0.003792780668088469], + Complex[2.229623977517252, -0.0038909899022668074`], + Complex[2.233199272261022, -0.003989506925619661], + Complex[2.2367783049102794`, -0.004088332233283941], + Complex[2.2403610777630325`, -0.004187466320833319], + Complex[2.2439475931184814`, -0.004286909684278743], + Complex[2.2475378532770143`, -0.004386662820068478], + Complex[2.2511318605402155`, -0.0044867262250885415`], + Complex[2.2547296172108595`, -0.0045871003966629215`], + Complex[2.2583311255929144`, -0.004687785832554074], + Complex[2.26193638799154, -0.004788783030962959], + Complex[2.2655454067130907`, -0.004890092490529477], + Complex[2.2691581840651183`, -0.004991714710332731], + Complex[2.272774722356367, -0.005093650189891427], + Complex[2.276395023896774, -0.005195899429163972], + Complex[2.280019090997477, -0.005298462928548978], + Complex[2.2836469259708094`, -0.005401341188885335], + Complex[2.2872785311303026`, -0.005504534711452874], + Complex[2.2909139087906807`, -0.005608043997972184], + Complex[2.294553061267874, -0.005711869550605396], + Complex[2.2981959908790044`, -0.005816011871955941], + Complex[2.3018426999424, -0.005920471465069563], + Complex[2.305493190777581, -0.0060252488334338605`], + Complex[2.3091474657052764`, -0.006130344480979176], + Complex[2.3128055270474106`, -0.0062357589120784485`], + Complex[2.3164673771271125`, -0.006341492631547978], + Complex[2.3201330182687117`, -0.006447546144647258], + Complex[2.3238024527977403`, -0.006553919957079671], + Complex[2.327475683040936, -0.006660614574992417], + Complex[2.3311527113262396`, -0.006767630504977223], + Complex[2.334833539982793, -0.006874968254070198], + Complex[2.338518171340947, -0.006982628329752605], + Complex[2.342206607732257, -0.007090611239950716], + Complex[2.3458988514894847`, -0.007198917493036479], + Complex[2.3495949049465965`, -0.007307547597827611], + Complex[2.353294770438768, -0.007416502063587918], + Complex[2.356998450302381, -0.007525781400027694], + Complex[2.36070594687503, -0.007635386117303841], + Complex[2.364417262495512, -0.0077453167260205374`], + Complex[2.368132399503835, -0.00785557373722895], + Complex[2.3718513602412212`, -0.007966157662428267], + Complex[2.3755741470501013`, -0.008077069013565336], + Complex[2.3793007622741125`, -0.008188308303035255], + Complex[2.3830312082581098`, -0.008299876043681986], + Complex[2.386765487348157, -0.008411772748797924], + Complex[2.390503601891534, -0.008523998932124854], + Complex[2.39424555423673, -0.00863655510785398], + Complex[2.397991346733449, -0.008749441790626297], + Complex[2.40174098173261, -0.008862659495532832], + Complex[2.4054944615863496`, -0.008976208738114971], + Complex[2.409251788648018, -0.009090090034364853], + Complex[2.4130129652721775`, -0.009204303900725574], + Complex[2.4167779938146143`, -0.009318850854091412], + Complex[2.4205468766323257`, -0.00943373141180838], + Complex[2.4243196160835314`, -0.009548946091674379], + Complex[2.428096214527665, -0.00966449541193945], + Complex[2.4318766743253826`, -0.009780379891306146], + Complex[2.4356609978385593`, -0.00989660004892988], + Complex[2.43944918743029, -0.010013156404419243`], + Complex[2.4432412454648875`, -0.01013004947783612], + Complex[2.447037174307888, -0.01024727978969625], + Complex[2.4508369763260514`, -0.010364847860969362`], + Complex[2.4546406538873575`, -0.010482754213079593`], + Complex[2.4584482093610083`, -0.010600999367905595`], + Complex[2.46225964511743, -0.010719583847781225`], + Complex[2.466074963528274, -0.010838508175495434`], + Complex[2.469894166966416, -0.010957772874292768`], + Complex[2.473717257805953, -0.011077378467873697`], + Complex[2.477544238422212, -0.011197325480395023`], + Complex[2.481375111191746, -0.011317614436469725`], + Complex[2.4852098784923338`, -0.011438245861167914`], + Complex[2.48904854270298, -0.011559220280016658`], + Complex[2.4928911062039187`, -0.0116805382190006], + Complex[2.4967375713766113`, -0.011802200204561866`], + Complex[2.5005879406037534`, -0.011924206763601009`], + Complex[2.5044422162692617`, -0.0120465584234766], + Complex[2.5083004007582885`, -0.012169255712006152`], + Complex[2.512162496457216, -0.012292299157465755`], + Complex[2.516028505753658, -0.012415689288591353`], + Complex[2.519898431036458, -0.01253942663457805], + Complex[2.523772274695695, -0.01266351172508104], + Complex[2.5276500391226784`, -0.012787945090215663`], + Complex[2.531531726709954, -0.012912727260557783`], + Complex[2.5354173398512976`, -0.013037858767144278`], + Complex[2.539306880941724, -0.013163340141473107`], + Complex[2.5432003523774793`, -0.01328917191550344], + Complex[2.547097756556052, -0.013415354621656564`], + Complex[2.5509990958761564`, -0.013541888792815676`], + Complex[2.5549043727377527`, -0.013668774962326491`], + Complex[2.5588135895420367`, -0.013796013663997242`], + Complex[2.562726748691441, -0.01392360543209939], + Complex[2.566643852589636, -0.01405155080136769], + Complex[2.570564903641533, -0.014179850307000336`], + Complex[2.574489904253282, -0.01430850448465977], + Complex[2.578418856832277, -0.01443751387047261], + Complex[2.582351763787146, -0.014566879001029959`], + Complex[2.5862886275277654`, -0.01469660041338798], + Complex[2.5902294504652494`, -0.01482667864506794], + Complex[2.594174235011959, -0.014957114234056684`], + Complex[2.598122983581491, -0.015087907718806817`], + Complex[2.6020756985886933`, -0.015219059638237248`], + Complex[2.6060323824496545`, -0.015350570531733235`], + Complex[2.609993037581713, -0.015482440939146858`], + Complex[2.6139576664034436`, -0.015614671400797253`], + Complex[2.617926271334675, -0.015747262457471156`], + Complex[2.6218988547964797`, -0.01588021465042269], + Complex[2.6258754192111797`, -0.01601352852137436], + Complex[2.6298559670023387`, -0.016147204612516924`], + Complex[2.633840500594777, -0.016281243466509637`], + Complex[2.6378290224145564`, -0.016415645626480943`], + Complex[2.6418215348889955`, -0.016550411636028536`], + Complex[2.645818040446655, -0.016685542039219722`], + Complex[2.649818541517352, -0.01682103738059186], + Complex[2.653823040532154, -0.016956898205152296`], + Complex[2.65783153992338, -0.01709312505837919], + Complex[2.661844042124599, -0.01722971848622147], + Complex[2.665860549570634, -0.01736667903509942], + Complex[2.669881064697565, -0.017504007251904513`], + Complex[2.673905589942724, -0.017641703684000476`], + Complex[2.677934127744693, -0.01777976887922289], + Complex[2.681966680543316, -0.017918203385880044`], + Complex[2.6860032507796916`, -0.018057007752752693`], + Complex[2.6900438408961724`, -0.018196182529095065`], + Complex[2.6940884533363687`, -0.018335728264634546`], + Complex[2.698137090545148, -0.01847564550957244], + Complex[2.7021897549686376`, -0.018615934814583998`], + Complex[2.7062464490542233`, -0.01875659673081896], + Complex[2.7103071752505485`, -0.01889763180990167], + Complex[2.7143719360075167`, -0.019039040603931606`], + Complex[2.7184407337762937`, -0.019180823665483404`], + Complex[2.722513571009307, -0.01932298154760763], + Complex[2.726590450160241, -0.019465514803830505`], + Complex[2.7306713736840456`, -0.01960842398815489], + Complex[2.7347563440369345`, -0.019751709655060026`], + Complex[2.7388453636763836`, -0.019895372359502117`], + Complex[2.74293843506113, -0.020039412656914737`], + Complex[2.74703556065118, -0.02018383110320905], + Complex[2.751136742907802, -0.02032862825477401], + Complex[2.7552419842935327`, -0.020473804668476772`], + Complex[2.7593512872721697`, -0.020619360901663192`], + Complex[2.7634646543087826`, -0.020765297512157874`], + Complex[2.7675820878697066`, -0.020911615058264693`], + Complex[2.7717035904225473`, -0.021058314098767003`], + Complex[2.7758291644361726`, -0.021205395192927898`], + Complex[2.7799588123807246`, -0.021352858900490698`], + Complex[2.7840925367276155`, -0.02150070578167923], + Complex[2.7882303399495267`, -0.02164893639719824], + Complex[2.792372224520408, -0.0217975513082332], + Complex[2.796518192915483, -0.02194655107645145], + Complex[2.8006682476112483`, -0.022095936264001845`], + Complex[2.804822391085473, -0.022245707433515463`], + Complex[2.808980625817196, -0.022395865148105792`], + Complex[2.8131429542867328`, -0.022546409971368878`], + Complex[2.8173093789756747`, -0.022697342467384002`], + Complex[2.8214799023668853`, -0.022848663200713895`], + Complex[2.8256545269445037`, -0.02300037273640479], + Complex[2.8298332551939476`, -0.023152471639987043`], + Complex[2.8340160896019078`, -0.02330496047747549], + Complex[2.8382030326563585`, -0.023457839815369516`], + Complex[2.8423940868465434`, -0.023611110220653472`], + Complex[2.8465892546629905`, -0.02376477226079736], + Complex[2.8507885385975067`, -0.02391882650375618], + Complex[2.8549919411431786`, -0.02407327351797163], + Complex[2.859199464794368, -0.024228113872371393`], + Complex[2.863411112046723, -0.02438334813636979], + Complex[2.8676268853971725`, -0.02453897687986821], + Complex[2.871846787343926, -0.024695000673255252`], + Complex[2.876070820386475, -0.024851420087406983`], + Complex[2.8802989870255953`, -0.025008235693687764`], + Complex[2.8845312897633457`, -0.025165448063949852`], + Complex[2.888767731103074, -0.02532305777053448], + Complex[2.8930083135494016`, -0.025481065386271373`], + Complex[2.8972530396082488`, -0.02563947148447994], + Complex[2.9015019117868133`, -0.025798276638968873`], + Complex[2.905754932593584, -0.02595748142403695], + Complex[2.9100121045383323`, -0.026117086414472926`], + Complex[2.9142734301321216`, -0.02627709218555653], + Complex[2.9185389118873024`, -0.02643749931305793], + Complex[2.9228085523175156`, -0.02659830837323876], + Complex[2.9270823539376907`, -0.026759519942852347`], + Complex[2.931360319264045, -0.02692113459914358], + Complex[2.9356424508140906`, -0.027083152919849696`], + Complex[2.9399287511066303`, -0.027245575483200557`], + Complex[2.944219222661757, -0.027408402867918708`], + Complex[2.948513868000856, -0.0275716356532201], + Complex[2.9528126896466085`, -0.02773527441881392], + Complex[2.957115690122987, -0.027899319744903547`], + Complex[2.9614228719552607`, -0.028063772212186366`], + Complex[2.9657342376699907`, -0.028228632401854206`], + Complex[2.9700497897950364`, -0.028393900895593946`], + Complex[2.9743695308595535`, -0.028559578275587444`], + Complex[2.978693463393992, -0.02872566512451219], + Complex[2.9830215899300994`, -0.02889216202554161], + Complex[2.9873539130009257`, -0.029059069562344927`], + Complex[2.991690435140812, -0.02922638831908833], + Complex[2.9960311588854065`, -0.02939411888043457], + Complex[3.000376086771649, -0.029562261831543507`], + Complex[3.0047252213377877`, -0.029730817758072847`], + Complex[3.009078565123365, -0.0298997872461777], + Complex[3.0134361206692306`, -0.03006917088251168], + Complex[3.0177978905175307`, -0.030238969254226658`], + Complex[3.022163877211716, -0.030409182948973615`], + Complex[3.0265340832965455`, -0.03057981255490226], + Complex[3.0309085113180756`, -0.030750858660662295`], + Complex[3.0352871638236674`, -0.030922321855402918`], + Complex[3.0396700433619928`, -0.03109420272877364], + Complex[3.0440571524830227`, -0.031266501870924404`], + Complex[3.0484484937380407`, -0.031439219872506016`], + Complex[3.052844069679631, -0.031612357324670395`], + Complex[3.057243882861689, -0.03178591481907109], + Complex[3.0616479358394177`, -0.03195989294786347], + Complex[3.066056231169329, -0.03213429230370489], + Complex[3.0704687714092422`, -0.03230911347975539], + Complex[3.0748855591182886`, -0.032484357069677755`], + Complex[3.0793065968569087`, -0.032660023667638025`], + Complex[3.0837318871868553`, -0.0328361138683059], + Complex[3.0881614326711917`, -0.033012628266854444`], + Complex[3.0925952358742927`, -0.03318956745896148], + Complex[3.097033299361847, -0.03336693204080883], + Complex[3.1014756257008607`, -0.03354472260908374], + Complex[3.105922217459645, -0.033722939760978135`], + Complex[3.110373077207834, -0.03390158409418974], + Complex[3.1148282075163727`, -0.034080656206922244`], + Complex[3.1192876109575254`, -0.03426015669788526], + Complex[3.1237512901048663`, -0.03444008616629493], + Complex[3.128219247533294, -0.03462044521187482], + Complex[3.132691485819021, -0.03480123443485493], + Complex[3.137168007539582, -0.03498245443597349], + Complex[3.1416488152738222`, -0.03516410581647629], + Complex[3.146133911601914, -0.03534618917811741], + Complex[3.1506232991053476`, -0.035528705123159574`], + Complex[3.155116980366935, -0.03571165425437417], + Complex[3.1596149579708057`, -0.035895037175042194`], + Complex[3.164117234502415, -0.03607885448895404], + Complex[3.168623812548538, -0.03626310680041013], + Complex[3.1731346946972763`, -0.036447794714220855`], + Complex[3.1776498835380513`, -0.03663291883570777], + Complex[3.182169381661611, -0.03681847977070274], + Complex[3.186693191660027, -0.037004478125549606`], + Complex[3.1912213161267005`, -0.03719091450710314], + Complex[3.19575375765635, -0.037377789522730534`], + Complex[3.200290518845032, -0.03756510378031133], + Complex[3.204831602290119, -0.03775285788823739], + Complex[3.209377010590323, -0.03794105245541382], + Complex[3.2139267463456758`, -0.03812968809125894], + Complex[3.218480812157538, -0.038318765405704946`], + Complex[3.2230392106286083`, -0.03850828500919781], + Complex[3.2276019443629083`, -0.038698247512698056`], + Complex[3.232169015965793, -0.03888865352768073], + Complex[3.2367404280439485`, -0.03907950366613608], + Complex[3.2413161832053934`, -0.039270798540569696`], + Complex[3.245896284059481, -0.03946253876400296], + Complex[3.250480733216892, -0.03965472494997313], + Complex[3.2550695332896495`, -0.03984735771253409], + Complex[3.2596626868911054`, -0.04004043766625634], + Complex[3.2642601966359495`, -0.0402339654262277], + Complex[3.2688620651402043`, -0.040427941608053214`], + Complex[3.273468295021232, -0.040622366827855805`], + Complex[3.27807888889773, -0.04081724170227642], + Complex[3.2826938493897373`, -0.04101256684847494], + Complex[3.2873131791186236`, -0.04120834288412949], + Complex[3.2919368807071043`, -0.0414045704274377], + Complex[3.29656495677923, -0.04160125009711639], + Complex[3.3011974099603965`, -0.041798382512402754`], + Complex[3.3058342428773346`, -0.041995968293053854`], + Complex[3.3104754581581193`, -0.04219400805934746], + Complex[3.315121058432168, -0.04239250243208201], + Complex[3.3197710463302412`, -0.04259145203257747], + Complex[3.324425424484437, -0.042790857482675054`], + Complex[3.3290841955282056`, -0.04299071940473852], + Complex[3.333747362096336, -0.04319103842165288], + Complex[3.338414926824965, -0.04339181515682704], + Complex[3.343086892351572, -0.04359305023419194], + Complex[3.3477632613149853`, -0.043794744278202236`], + Complex[3.3524440363553794`, -0.04399689791383618], + Complex[3.357129220114277, -0.04419951176659613], + Complex[3.3618188152345474`, -0.04440258646250854], + Complex[3.3665128243604086`, -0.04460612262812498], + Complex[3.371211250137429, -0.04481012089052182], + Complex[3.3759140952125293`, -0.04501458187730087], + Complex[3.3806213622339722`, -0.045219506216589614`], + Complex[3.3853330538513817`, -0.045424894537041946`], + Complex[3.3900491727157283`, -0.045630747467838045`], + Complex[3.3947697214793364`, -0.04583706563868502], + Complex[3.39949470279588, -0.046043849679816534`], + Complex[3.4042241193203933`, -0.0462511002219948], + Complex[3.4089579737092572`, -0.04645881789650905], + Complex[3.413696268620218, -0.04666700333517708], + Complex[3.418439006712363, -0.04687565717034502], + Complex[3.423186190646147, -0.04708478003488831], + Complex[3.427937823083379, -0.04729437256221132], + Complex[3.432693906687224, -0.04750443538624817], + Complex[3.4374544441222024`, -0.0477149691414627], + Complex[3.4422194380541984`, -0.04792597446284935], + Complex[3.4469888911504527`, -0.04813745198593315], + Complex[3.451762806079568, -0.04834940234677022], + Complex[3.4565411855115014`, -0.048561826181947765`], + Complex[3.461324032117579, -0.04877472412858512], + Complex[3.4661113485704833`, -0.048988096824333124`], + Complex[3.470903137544262, -0.04920194490737584], + Complex[3.475699401714324, -0.0494162690164293], + Complex[3.4805001437574394`, -0.04963106979074319], + Complex[3.485305366351748, -0.0498463478701006], + Complex[3.4901150721767524`, -0.050062103894818175`], + Complex[3.494929263913317, -0.05027833850574709], + Complex[3.499747944243677, -0.050495052344272956`], + Complex[3.5045711158514314`, -0.0507122460523161], + Complex[3.5093987814215484`, -0.05092992027233245], + Complex[3.5142309436403636`, -0.05114807564731316], + Complex[3.5190676051955774`, -0.05136671282078574], + Complex[3.5239087687762662`, -0.05158583243681367], + Complex[3.528754437072871, -0.0518054351399973], + Complex[3.5336046127772063`, -0.05202552157547409], + Complex[3.5384592985824526`, -0.052246092388918405`], + Complex[3.5433184971831686`, -0.05246714822654308], + Complex[3.5481822112752806`, -0.052688689735098396`], + Complex[3.553050443556092, -0.05291071756187346], + Complex[3.557923196724274, -0.05313323235469594], + Complex[3.5628004734798755`, -0.05335623476193305], + Complex[3.5676822765243212`, -0.05357972543249105], + Complex[3.572568608560409, -0.053803705015816466`], + Complex[3.5774594722923143`, -0.054028174161895676`], + Complex[3.582354870425586, -0.05425313352125603], + Complex[3.587254805667157, -0.054478583744965614`], + Complex[3.592159280725331, -0.05470452548463385], + Complex[3.5970682983097917`, -0.05493095939241183], + Complex[3.6019818611316063`, -0.05515788612099275], + Complex[3.606899971903215, -0.05538530632361198], + Complex[3.611822633338449, -0.05561322065404774], + Complex[3.616749848152507, -0.05584162976662166], + Complex[3.6216816190619787`, -0.056070534316198156`], + Complex[3.6266179487848333`, -0.05629993495818626], + Complex[3.631558840040428, -0.05652983234853845], + Complex[3.63650429554949, -0.05676022714375199], + Complex[3.641454318034145, -0.056991120000869436`], + Complex[3.646408910217896, -0.05722251157747775], + Complex[3.651368074825637, -0.05745440253171058], + Complex[3.6563318145836403`, -0.057686793522246566`], + Complex[3.66130013221957, -0.057919685208311145`], + Complex[3.6662730304624773`, -0.05815307824967654], + Complex[3.6712505120428034`, -0.0583869733066619], + Complex[3.6762325796923716`, -0.058621371040133735`], + Complex[3.6812192361443996`, -0.05885627211150636], + Complex[3.6862104841334933`, -0.05909167718274212], + Complex[3.691206326395654, -0.059327586916352315`], + Complex[3.6962067656682636`, -0.05956400197539659], + Complex[3.7012118046901032`, -0.05980092302348411], + Complex[3.706221446201347, -0.06003835072477334], + Complex[3.711235692943561, -0.06027628574397313], + Complex[3.716254547659701, -0.06051472874634242], + Complex[3.7212780130941217`, -0.060753680397690565`], + Complex[3.7263060919925706`, -0.060993141364378584`], + Complex[3.731338787102195, -0.06123311231331813], + Complex[3.7363761011715297`, -0.061473593911973226`], + Complex[3.7414180369505132`, -0.06171458682836005], + Complex[3.7464645971904833`, -0.06195609173104656], + Complex[3.7515157846441696`, -0.06219810928915458], + Complex[3.7565716020657005`, -0.06244064017235826], + Complex[3.7616320522106115`, -0.0626836850508859], + Complex[3.7666971378358314`, -0.0629272445955197], + Complex[3.771766861699691, -0.06317131947759565], + Complex[3.776841226561923, -0.06341591036900537], + Complex[3.7819202351836614`, -0.0636610179421948], + Complex[3.787003890327444, -0.06390664287016534], + Complex[3.792092194757214, -0.06415278582647453], + Complex[3.7971851512383115`, -0.06439944748523566], + Complex[3.802282762537485, -0.06464662852111895], + Complex[3.807385031422891, -0.06489432960935124], + Complex[3.8124919606640906`, -0.06514255142571665], + Complex[3.817603553032044, -0.0653912946465568], + Complex[3.8227198112991285`, -0.06564055994877169], + Complex[3.8278407382391237`, -0.06589034800981913], + Complex[3.832966336627221, -0.0661406595077164], + Complex[3.8380966092400146`, -0.06639149512103878], + Complex[3.8432315588555146`, -0.066642855528922], + Complex[3.848371188253138, -0.06689474141106125], + Complex[3.8535155002137165`, -0.06714715344771166], + Complex[3.858664497519485, -0.06740009231968928], + Complex[3.8638181829540996`, -0.06765355870837124], + Complex[3.8689765593026277`, -0.06790755329569526], + Complex[3.874139629351545, -0.0681620767641613], + Complex[3.879307395888743, -0.06841712979683148], + Complex[3.8844798617035337`, -0.06867271307732968], + Complex[3.889657029586637, -0.06892882728984309], + Complex[3.894838902330197, -0.0691854731191222], + Complex[3.9000254827277607`, -0.06944265125048024], + Complex[3.9052167735743084`, -0.06970036236979514], + Complex[3.9104127776662287`, -0.06995860716350882], + Complex[3.915613497801335, -0.07021738631862744], + Complex[3.920818936778849, -0.07047670052272281], + Complex[3.9260290973994216`, -0.07073655046393156], + Complex[3.9312439824651277`, -0.07099693683095654], + Complex[3.9364635947794557`, -0.07125786031306629], + Complex[3.941687937147315, -0.07151932160009608], + Complex[3.9469170123750423`, -0.07178132138244814], + Complex[3.952150823270394, -0.0720438603510917], + Complex[3.9573893726425573`, -0.07230693919756356], + Complex[3.9626326633021307`, -0.07257055861396872], + Complex[3.967880698061152, -0.07283471929298063], + Complex[3.9731334797330766`, -0.07309942192784105], + Complex[3.9783910111327874`, -0.07336466721236115], + Complex[3.9836532950765924`, -0.07363045584092132], + Complex[3.9889203343822324`, -0.07389678850847226], + Complex[3.9941921318688736`, -0.07416366591053444], + Complex[3.999468690357113, -0.07443108874319918], + Complex[4.004750012668971, -0.07469905770312849], + Complex[4.010036101627907, -0.07496757348755631], + Complex[4.015326960058806, -0.07523663679428758], + Complex[4.020622590787987, -0.07550624832169989], + Complex[4.025922996643194, -0.07577640876874289], + Complex[4.031228180453616, -0.07604711883493936], + Complex[4.036538145049867, -0.0763183792203854], + Complex[4.041852893263998, -0.07659019062575018], + Complex[4.047172427929494, -0.07686255375227749], + Complex[4.052496751881276, -0.07713546930178511], + Complex[4.0578258679556996`, -0.07740893797666554], + Complex[4.06315977899056, -0.07768296047988679], + Complex[4.068498487825086, -0.0779575375149916], + Complex[4.073841997299949, -0.07823266978609927], + Complex[4.079190310257254, -0.07850835799790512], + Complex[4.084543429540553, -0.07878460285568098], + Complex[4.089901357994827, -0.07906140506527559], + Complex[4.095264098466508, -0.07933876533311582], + Complex[4.1006316538034655`, -0.07961668436620503], + Complex[4.106004026855009, -0.07989516287212556], + Complex[4.111381220471891, -0.08017420155903837], + Complex[4.11676323750631, -0.08045380113568285], + Complex[4.122150080811908, -0.08073396231137772], + Complex[4.12754175324377, -0.08101468579602161], + Complex[4.132938257658426, -0.08129597230009325], + Complex[4.138339596913855, -0.0815778225346512], + Complex[4.143745773869477, -0.08186023721133534], + Complex[4.149156791386166, -0.0821432170423666], + Complex[4.154572652326241, -0.08242676274054753], + Complex[4.159993359553465, -0.08271087501926205], + Complex[4.165418915933058, -0.08299555459247748], + Complex[4.170849324331685, -0.08328080217474296], + Complex[4.176284587617461, -0.08356661848119079], + Complex[4.1817247086599565`, -0.08385300422753711], + Complex[4.187169690330189, -0.0841399601300816], + Complex[4.192619535500632, -0.08442748690570823], + Complex[4.198074247045211, -0.0847155852718855], + Complex[4.203533827839303, -0.08500425594666722], + Complex[4.2089982807597455`, -0.08529349964869226], + Complex[4.2144676086848225`, -0.08558331709718542], + Complex[4.219941814494283, -0.08587370901195723], + Complex[4.225420901069325, -0.0861646761134055], + Complex[4.230904871292606, -0.0864562191225142], + Complex[4.2363937280482435`, -0.08674833876085483], + Complex[4.241887474221812, -0.08704103575058691], + Complex[4.247386112700343, -0.08733431081445761], + Complex[4.252889646372332, -0.0876281646758024], + Complex[4.258398078127729, -0.08792259805854633], + Complex[4.263911410857954, -0.08821761168720288], + Complex[4.269429647455878, -0.08851320628687548], + Complex[4.274952790815841, -0.0888093825832574], + Complex[4.280480843833645, -0.08910614130263225], + Complex[4.286013809406557, -0.08940348317187483], + Complex[4.291551690433306, -0.08970140891845077], + Complex[4.297094489814086, -0.08999991927041678], + Complex[4.302642210450555, -0.09029901495642209], + Complex[4.3081948552458496`, -0.09059869670570839], + Complex[4.31375242710455, -0.09089896524810917], + Complex[4.319314928932729, -0.09119982131405188], + Complex[4.324882363637912, -0.09150126563455699], + Complex[4.3304547341291, -0.09180329894123879], + Complex[4.336032043316758, -0.09210592196630624], + Complex[4.341614294112828, -0.0924091354425624], + Complex[4.34720148943072, -0.09271294010340539], + Complex[4.352793632185317, -0.09301733668282913], + Complex[4.3583907252929714`, -0.09332232591542308], + Complex[4.3639927716715095`, -0.09362790853637293], + Complex[4.369599774240233, -0.09393408528146047], + Complex[4.375211735919922, -0.09424085688706543], + Complex[4.380828659632819, -0.09454822409016403], + Complex[4.386450548302652, -0.09485618762833062], + Complex[4.392077404854627, -0.0951647482397373], + Complex[4.397709232215422, -0.09547390666315525], + Complex[4.403346033313191, -0.09578366363795393], + Complex[4.408987811077574, -0.0960940199041031], + Complex[4.41463456843968, -0.09640497620217053], + Complex[4.42028630833211, -0.09671653327332572], + Complex[4.425943033688931, -0.0970286918593378], + Complex[4.431604747445704, -0.09734145270257691], + Complex[4.437271452539463, -0.09765481654601443], + Complex[4.442943151908729, -0.09796878413322338], + Complex[4.4486198484935064`, -0.09828335620837891], + Complex[4.4543015452352765`, -0.09859853351625841], + Complex[4.459988245077015, -0.09891431680224241], + Complex[4.465679950963176, -0.099230706812314], + Complex[4.4713766658397, -0.09954770429306059], + Complex[4.477078392654014, -0.0998653099916732], + Complex[4.482785134355035, -0.10018352465594738`], + Complex[4.488496893893166, -0.10050234903428312`], + Complex[4.494213674220297, -0.1008217838756861], + Complex[4.499935478289806, -0.10114182992976717`], + Complex[4.505662309056564, -0.10146248794674345`], + Complex[4.511394169476937, -0.10178375867743816`], + Complex[4.517131062508766, -0.102105642873281], + Complex[4.522872991111401, -0.10242814128630973`], + Complex[4.528619958245675, -0.10275125466916854`], + Complex[4.534371966873921, -0.1030749837751104], + Complex[4.540129019959954, -0.10339932935799598`], + Complex[4.5458911204690935`, -0.10372429217229512`], + Complex[4.5516582713681535`, -0.10404987297308652`], + Complex[4.557430475625441, -0.10437607251605846`], + Complex[4.563207736210759, -0.10470289155750878`], + Complex[4.568990056095408, -0.1050303308543466], + Complex[4.574777438252187, -0.10535839116409038`], + Complex[4.5805698856553985`, -0.10568707324487076`], + Complex[4.586367401280832, -0.10601637785542922`], + Complex[0., 0.]}}, {Automatic}], + Editable->False, + SelectWithContents->True, + Selectable->False]], "Output", + CellChangeTimes->{3.800623471858059*^9, 3.800624111270227*^9}, + CellLabel-> + "Out[128]=",ExpressionUUID->"eecf40d9-540b-4dab-bb58-069c87b49d55"] +}, Open ]], + +Cell[BoxData[{ + RowBox[{ + RowBox[{"y33", "=", + RowBox[{ + RowBox[{"-", + RowBox[{"Sqrt", "[", + RowBox[{"21", "/", + RowBox[{"(", + RowBox[{"2", "\[Pi]"}], ")"}]}], "]"}]}], + RowBox[{"Sin", "[", + RowBox[{ + RowBox[{"(", + RowBox[{"\[Theta]", "\[VeryThinSpace] ", "\[Pi]"}], ")"}], "/", "2"}], + "]"}], + RowBox[{ + RowBox[{"(", + RowBox[{"Cos", "[", + RowBox[{"\[Theta]", " ", + RowBox[{"\[Pi]", "/", "2"}]}], "]"}], ")"}], "^", "5"}]}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"y22", "=", + RowBox[{ + RowBox[{"1", "/", "2"}], + RowBox[{"Sqrt", "[", + RowBox[{"5", "/", "\[Pi]"}], "]"}], + RowBox[{ + RowBox[{"(", + RowBox[{"Cos", "[", + RowBox[{"\[Theta]", " ", + RowBox[{"\[Pi]", "/", "2"}]}], "]"}], ")"}], "^", "4"}]}]}], " ", + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"y21", "=", + RowBox[{ + RowBox[{"1", "/", "4"}], + RowBox[{"Sqrt", "[", + RowBox[{"5", "/", "\[Pi]"}], "]"}], + RowBox[{"Sin", "[", "\[Theta]", "]"}], + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"\[Theta]", "*", "\[Pi]"}], "]"}], "+", "1"}], ")"}]}]}], + ";"}]}], "Input", + CellChangeTimes->{{3.795407234512661*^9, 3.7954072615268784`*^9}, { + 3.7975603681551723`*^9, 3.797560375636983*^9}, {3.7975604577011557`*^9, + 3.797560490861742*^9}, {3.797560739379342*^9, 3.7975607417413387`*^9}, + 3.797646284932198*^9, {3.797646470648728*^9, 3.797646474656592*^9}, { + 3.797646506643152*^9, 3.7976465068088493`*^9}, {3.7976465908136053`*^9, + 3.7976466024065523`*^9}}, + CellLabel-> + "In[112]:=",ExpressionUUID->"802d1025-f1fe-4a39-8de7-6a23698d49f9"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{"y3m3", "=", + RowBox[{ + RowBox[{"-", + RowBox[{"Sqrt", "[", + RowBox[{"21", "/", + RowBox[{"(", + RowBox[{"2", "\[Pi]"}], ")"}]}], "]"}]}], + RowBox[{"Sin", "[", + RowBox[{ + RowBox[{"(", + RowBox[{ + RowBox[{"(", + RowBox[{"1", "-", "\[Theta]"}], ")"}], "*", "\[Pi]"}], ")"}], "/", + "2"}], "]"}], + RowBox[{ + RowBox[{"(", + RowBox[{"Cos", "[", + RowBox[{ + RowBox[{"(", + RowBox[{"1", "-", "\[Theta]"}], ")"}], "*", + RowBox[{"\[Pi]", "/", "2"}]}], "]"}], ")"}], "^", "5"}]}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"y2m2", "=", + RowBox[{ + RowBox[{"1", "/", "2"}], + RowBox[{"Sqrt", "[", + RowBox[{"5", "/", "\[Pi]"}], "]"}], + RowBox[{ + RowBox[{"(", + RowBox[{"Cos", "[", + RowBox[{ + RowBox[{"(", + RowBox[{"1", "-", "\[Theta]"}], ")"}], "*", + RowBox[{"\[Pi]", "/", "2"}]}], "]"}], ")"}], "^", "4"}]}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"y2m1", "=", + RowBox[{ + RowBox[{"1", "/", "4"}], + RowBox[{"Sqrt", "[", + RowBox[{"5", "/", "\[Pi]"}], "]"}], + RowBox[{"Sin", "[", + RowBox[{ + RowBox[{"(", + RowBox[{"1", "-", "\[Theta]"}], ")"}], "*", "\[Pi]"}], "]"}], + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{ + RowBox[{"(", + RowBox[{"1", "-", "\[Theta]"}], ")"}], "*", "\[Pi]"}], "]"}], "+", + "1"}], ")"}]}]}], ";"}]}], "Input", + CellChangeTimes->{{3.796984343858486*^9, 3.796984386837615*^9}, { + 3.797646431187236*^9, 3.797646431655793*^9}, {3.800623886548738*^9, + 3.800623886742652*^9}}, + CellLabel-> + "In[115]:=",ExpressionUUID->"ea31f8bb-908d-43bb-9282-13ddde0b3904"], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{"(", + RowBox[{"\[Theta]", "/.", + RowBox[{"FindRoot", "[", + RowBox[{ + RowBox[{"y22", "==", "y21"}], ",", + RowBox[{"{", + RowBox[{"\[Theta]", ",", + RowBox[{"1", "/", "8"}]}], "}"}]}], "]"}]}], + ")"}], "\[IndentingNewLine]", + RowBox[{"(", + RowBox[{"\[Theta]", "/.", + RowBox[{"FindRoot", "[", + RowBox[{ + RowBox[{"y22", "\[Equal]", + RowBox[{"-", "y33"}]}], ",", + RowBox[{"{", + RowBox[{"\[Theta]", ",", + RowBox[{"1", "/", "8"}]}], "}"}]}], "]"}]}], ")"}]}], "Input", + CellChangeTimes->{{3.795408855818728*^9, 3.7954089712977533`*^9}, { + 3.795409050098256*^9, 3.795409085352857*^9}, {3.795409120445611*^9, + 3.795409230747467*^9}, {3.79540926879803*^9, 3.795409269619034*^9}, { + 3.7954093027173443`*^9, 3.7954093107413692`*^9}, {3.795409355711375*^9, + 3.79540938265687*^9}}, + CellLabel-> + "In[118]:=",ExpressionUUID->"1e8da835-1ba4-4174-90df-6ed73a28a55b"], + +Cell[BoxData["0.5084108892646226`"], "Output", + CellChangeTimes->{{3.795408866289816*^9, 3.795408971778446*^9}, { + 3.795409050832776*^9, 3.795409231306445*^9}, 3.795409270099111*^9, { + 3.79540930461789*^9, 3.795409311096181*^9}, {3.7954093571488743`*^9, + 3.795409382906711*^9}, 3.796984389615409*^9, 3.797077498697907*^9, + 3.797127710692996*^9, 3.800623931688587*^9}, + CellLabel-> + "Out[118]=",ExpressionUUID->"b3fc91b3-abc6-4a58-a1a4-6e907b693fc2"], + +Cell[BoxData["0.24241832600894814`"], "Output", + CellChangeTimes->{{3.795408866289816*^9, 3.795408971778446*^9}, { + 3.795409050832776*^9, 3.795409231306445*^9}, 3.795409270099111*^9, { + 3.79540930461789*^9, 3.795409311096181*^9}, {3.7954093571488743`*^9, + 3.795409382906711*^9}, 3.796984389615409*^9, 3.797077498697907*^9, + 3.797127710692996*^9, 3.800623931691011*^9}, + CellLabel-> + "Out[119]=",ExpressionUUID->"aefdebf1-af37-4b4d-8991-e5dc1bdfc17e"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"pl", "=", + RowBox[{"Plot", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"y22", ",", + RowBox[{"-", "y33"}], ",", "y21", ",", "y2m2", ",", + RowBox[{"-", "y3m3"}], ",", "y2m1"}], "}"}], ",", + RowBox[{"{", + RowBox[{"\[Theta]", ",", "0", ",", "1"}], "}"}], ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"PlotStyle", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.015", "]"}], ",", + RowBox[{"colors", "[", + RowBox[{"[", "2", "]"}], "]"}]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.015", "]"}], ",", + RowBox[{"colors", "[", + RowBox[{"[", "1", "]"}], "]"}]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.015", "]"}], ",", + RowBox[{"colors", "[", + RowBox[{"[", "3", "]"}], "]"}]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.015", "]"}], ",", + RowBox[{"colors", "[", + RowBox[{"[", "2", "]"}], "]"}], ",", "Dashed"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.015", "]"}], ",", + RowBox[{"colors", "[", + RowBox[{"[", "1", "]"}], "]"}], ",", "Dashed"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.015", "]"}], ",", + RowBox[{"colors", "[", + RowBox[{"[", "3", "]"}], "]"}], ",", "Dashed"}], "]"}]}], "}"}]}], + ",", + RowBox[{"FrameStyle", "\[Rule]", + RowBox[{"Directive", "[", + RowBox[{"Black", ",", "Bold", ",", "20"}], "]"}]}], ",", + RowBox[{"LabelStyle", "\[Rule]", + RowBox[{"Directive", "[", + RowBox[{"Black", ",", "14"}], "]"}]}], ",", + RowBox[{"FrameLabel", "\[Rule]", + RowBox[{"{", + RowBox[{ + "\"\<\[Theta]\>\"", ",", + "\"\<|\!\(\*SubscriptBox[\(Y\), \(lm\)]\)|\>\""}], "}"}]}], ",", + RowBox[{"GridLines", "\[Rule]", "Automatic"}], ",", + RowBox[{"FrameTicks", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"Automatic", ",", "None"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"0", ",", "0"}], "}"}], ",", + RowBox[{"{", + RowBox[{"0.25", ",", + RowBox[{"\[Pi]", "/", "4"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"0.5", ",", + RowBox[{"\[Pi]", "/", "2"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"0.75", ",", + RowBox[{"3", + RowBox[{"\[Pi]", "/", "4"}]}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"1", ",", "\[Pi]"}], "}"}], ",", + RowBox[{"{", + RowBox[{"4", ",", "205"}], "}"}]}], "}"}], ",", + RowBox[{"{", "None", "}"}]}], "}"}]}], "}"}]}], ",", + RowBox[{"PlotLegends", "\[Rule]", + RowBox[{"Placed", "[", + RowBox[{ + RowBox[{"LineLegend", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + "\"\<|\!\(\*SubscriptBox[\(Y\), \(22\)]\)|\>\"", ",", + "\"\<|\!\(\*SubscriptBox[\(Y\), \(33\)]\)|\>\"", ",", + "\"\<|\!\(\*SubscriptBox[\(Y\), \(21\)]\)|\>\"", ",", + "\"\<|\!\(\*SubscriptBox[\(Y\), \(2 - 2\)]\)|\>\"", ",", + "\"\<|\!\(\*SubscriptBox[\(Y\), \(3 - 3\)]\)|\>\"", ",", + "\"\<|\!\(\*SubscriptBox[\(Y\), \(2 - 1\)]\)|\>\""}], "}"}], ",", + RowBox[{"LegendLayout", "\[Rule]", + RowBox[{"{", + RowBox[{"\"\<Column\>\"", ",", "6"}], "}"}]}]}], "]"}], ",", + RowBox[{"{", + RowBox[{"0.54", ",", "1.01"}], "}"}]}], "]"}]}], ",", + RowBox[{"ImageSize", "\[Rule]", "Large"}]}], "]"}]}]], "Input", + CellChangeTimes->{{3.795406454946294*^9, 3.795406557364602*^9}, { + 3.795406588421517*^9, 3.7954067187719793`*^9}, {3.795406854421062*^9, + 3.7954069489575853`*^9}, {3.7954070010379887`*^9, 3.7954070029387703`*^9}, + 3.79540709037492*^9, {3.7954071404488983`*^9, 3.79540714191216*^9}, { + 3.795407186231687*^9, 3.795407270177088*^9}, {3.795407483538105*^9, + 3.7954075698032017`*^9}, {3.7954079442140207`*^9, 3.795407947663888*^9}, { + 3.795408349528319*^9, 3.795408369052956*^9}, {3.795408513946312*^9, + 3.795408519050207*^9}, {3.795408577850861*^9, 3.795408597016884*^9}, { + 3.795408640378584*^9, 3.7954086441580267`*^9}, {3.795408706438938*^9, + 3.795408730894217*^9}, {3.796979556088049*^9, 3.796979561026359*^9}, { + 3.796984391999958*^9, 3.7969844866998777`*^9}, {3.796984518496217*^9, + 3.79698468291822*^9}, {3.7970774172776203`*^9, 3.797077445490394*^9}, { + 3.7971277159818277`*^9, 3.797127716149249*^9}}, + CellLabel-> + "In[120]:=",ExpressionUUID->"a2741175-a7e4-441c-8f7a-38b0187a3c67"], + +Cell[BoxData[ + TagBox[ + GraphicsBox[{InsetBox[ + GraphicsBox[{{{{}, {}, + TagBox[ + {RGBColor[0.880722, 0.611041, 0.142051], PointSize[0.015], + AbsoluteThickness[1.6], Opacity[1.], LineBox[CompressedData[" +1:eJwV1nk8Fd0fB3CJaCNLiy0RQkg9EsV8EinSYk0lSURSyFIU4gnZJUuJFkuF +7ESRLUubnShE7o17ufdOPRFK/Ob317zer++ZOed8zpkzI2PvZubIzcXF9e8i +Lq7/X40dGR21TEsixilK3G4LHTz64u5DYhoQ5rL0P0X5nwd3UkvEDBCb/CLr +JGW6pFzQZYVDqPN+efs45QMtvcVpYhbQELbeZ0VZLkoqa0H6GA6K3q49QnnO ++EzyaQVbaJm7LhhRHr/R3XA66TSmeuiL91A+6jD9Kl7MAae6/rZoUW7QFy9/ +nXoWq4srTqpRVt+oWzgpfQ6x/GtLZCmncttly2ech0iaeOtqyvwjwelWChdR +6tiYz0f55XBny2sLdxy/KWY5o0aH+xEHY5skD5QdF6sbozy4JUw/WswLPhYK +4/WUEx6sq5U/4Q3DNdpP8ikbC+boVKf6oKiKW/ku5eecD9tJaV9MzTZfd6Hs +amtbHHbaD5nZ7yxMKcu2kmobMq4i1i2eo0k5Jk9Y0VQhAE7+QZ7zqnTslcrM +ZDoF4rJNke0w5YCmlFV1FtfxO7BcsI6yhqZK9LGkIGxsP/Y6gPLD1YdDI8Ru +QCUnzGNChY6rLckNVi9v4L7nbORrylYhw9wbT4SgpdPVNYXyiimPwMrUUOwO +9Qg0oHylO+EKSzocqml5nPDNdJhHDT6vqA2HQPo3bWvKagYKUzdOR0DW3+qA +PGV6SbmHVEYkbg4vqqtUpsP09meXQwox+Dp5ZuaTEh0qBzZmizfHYMWvvT73 +KfMvdh0bdYrF1t8ZL09TPvVivqjGIg7am2eT6Ip0rFaKU7NOugWm75oH/Zvo +COIv2RQuloDsvZt/xcjTobzv1s1id8os083alDtD3Jj9zQn4t7L5+1c5av8s +VslV80lEmfOQyhbKTX8z1bo7k/Ah6N/zFbLUfH8mbZeOuosPVXeFQqXpKNvq +nbSfdhdmDnHmYpRt3c2nPXam4JQBRyF3PR0FbMEXDYwUmGaqBb+TosOMcVPH +ZW8qYpgzK2Yk6Lgz6KdfNn8f0+16oQLr6NCTPJb5xfIBIuc8GRFrqf16fAcv +f94DGL89O8hLeT3L90ye6kO8CWMHTq+mw+2cpjzXwEOsT1HMeStCh7BDwdMs +rXQIiFzKVhKkw/rYo4LvPzJBjwgS+sRDB9lvsSxdPAuHy+mN/1AOteV3NNfP +wvmiPiJ6MR0lZ9zEnydkoa/lc4AONx0CF3VDru54DP5IxZ1RCzQ0Bn86vsT/ +CeYZcWXfZ2nY9kxoiSR/DsRf1IS2sml4q9Zo16KegyCILOambFd0pTLgWA5e +CcXv02DREP18yP1rTg6Uo24pJY7TwKjN6398MBd1MzKW+8douN9jVLT19jO8 +avNx8hqmYflCkM2+9QWwtFF2oXfQcOfcUVsVwwKsnemammqnQa5bxU7oYgFy +wyaPLaFMZPee6X9VgDQvpWcbW2l4kZ1UVq5WiNtPLK4deUcD25xVdaC1EO9b +2iYu1dNg+TT5vefKYkis3yI0UESDvCmH8TqyFMf5i4/sj6ZBPHDfTqdHpeDx +vFr/K5KGVXkPI5eVl+KtQiI9I4KG3/zmaqYjpbit+3jn7zAa2mvLPb9olSHf +r1EjOZgGP/Wg+ZlvZfgkNJoYf5mGVkFRUbXd5Rjtra2Os6Phcqs27ky+wHXm +hj8VajQIqJV9e8v/Ep0O1YFbVWnIjFaP+iP5EieUjnGebqahw2TTJ9u9L7Fq +qVdEgiINm9+LesonvYS/dVODrSwNQ83k4+Idlchbfc+nZjUN++qyBFr8quC5 +fpN/yZ8RrC0V+rJoUQ0uV8/zeTWM4PmI/oc2nXpIxG2J7SZGUO+SJnGM1YAf +B5yjjuV8xZSCrmDehWbo3aNnNgl9Bfds7ioJ+Xdo88wQSLMdhuaC3XPz/A9Q +uzfYpmQ9hA83NFqblNsg27vRTZ4xCOm4idlsTjs2ydzednL/ACamh770qHci +WsJD17XiMzLHK98JxHRBTNFj87u/fRCQekLS6d04qSEdv7C3F1Hnys4+lPsI +p4W7NQ9yevBrdy7dObAX/q2JQQ2cLnhtayhd87oPq/4zGRi27MRQfkNkh8xn +LDX8LiaW2Y4/Lt33lPz6UXut71PMylZs1uObP1s5gIRjdM1p+ffYly7jVLT2 +C5jTnNp3sm9wWeqU7FebIchG5596eLkRKizL5b0Hh/EmQGPoxkI9RAS/8zf8 +HkbnI5XL+QG14Km5V7Ax9Suy4nn3+GVX4bxG5aelB0Zw18Yts+REBXKN7B9W +/xrBGYWsiYiwUkxNiK8aTaLBwZzpPXa4CGXm+xYnGFDneuNsj7rzMwTuD3lQ +Okqd00fKWz1MnkBm0LgvI+QbXl0t4ekcT8fOHTcSxLaNQiNk4o3z0zR8tBfT +TNMYxVu9oALnqDR4xuT3btgxin1POtL93NPw7FufuKLOKFSuCt/r1krD+gTV +R5qGozD2SNeze5cK7h8f88yPjyIqYri/4/s9vM9Rao4OHsXOI7Xes8YpsFnf +NruoaxQJ6d6lKv8kQ0DsUlllzyjUPzW+DBdLRp3Iag/vvlGMzCnZ/V5IgsLS +EwzG4Ciatc3Pr2lJAvlz9GMbYxTjLo8qtJyTEPx2viRtnqondHZKpyfiqZfa +RW3lMWgNS2UZyCVg6l30iHvQGGJu73AwtLuFgeU9znP/jsHrSllJickt1JtI +kmGhY/BT8/FX176FuNacP/cjxyD7OPSstfAtKHc2i7YkjsGziv+LXWMcbD8t +2qeUM4ZF6mG9h9Ti0DTmnfu1cwzxIq/K6WticIfH1stMjoG85Qf9v4yEY/7M +2u0dCgxECbyuL3wdDofX7VOHlRh4KRdemJYZDvVg/csH1Ri4axVu3nw2HG8W +FP32azHQvfupjTXrJqZ//wwkTBjQDgh/dHYuDFY/wiOVvRiwdXw3NrAlFFVH +9E2yfRhYKeS4iSUSCtnCuRWKvgyUeEgHic6EgHPRLUY+gIEHb8aOFNaGIIRl +cWvDTQYKl+xbLGIegtIx6eQ1qQxE9uVW+V67AZEvZencDQxsHj6e7fU1GDEr +/P3Lm6j2mgwJr6ZgLNtlYO36lgGfE2d1Y3ODwX2nc+XHVgaW60+arPMJxn+m +5JXsTwx0mF4Z8FwRjPZGxcNHSAbuhy8820MEISrv3p80cSY0/isUTDsfCP4B ++49mUkxcNw50MtIJxI1lykV8G5iofXFwndLKQFx1qjjrIc9E9m9znuCCALjI +9HQYqDNBX7I8OOmXP/YnCjyd2Muk/kd+/1KNuQZe/yALbQ8mrPzXrtMc8UXp +D9ZsjScTYT+1L3+o9IXDWesHhj5MtNWtEY1K9EXD4S3j5leZuMuz+EGokS9u +yA4GXgxhQneppOzZkivgeaOVm3GXiS3TjQoVMZfBLfJ9kUA9E61L2AP/2Xuj +OOzEk4QGJlRGHSoC9LxhP9dkItHMhNd3t0T1Dd6o/5aWrPiBibd3LNm8X7wQ +XHFAVf8jEyZ1twy8Tnhhke0T6yvjTBgqpksYnfQEV7ZtwYjwOM7VXDq94ZoH +mli9Fx+sHseba3I+HTYeiFI3VbNZNw7XxL/ncnU9sLZCP69Hahz3e7Uvflpw +h1qzYu4bRcoS4WfEQ91h8+2/x/nEOCy+z7Zv0nDDC5mw+34u4+jXZ/gsrz6P +AEcu2x0XxtGlLWGpFH4eBtm+UpNu4yiRPjQTZ3Ee7equqRe8x/GvWs0tHZYL +GDBNsbs+DtP+Ferz612wxlYiyTBpHFYmu/QmbznjUkpBtHD9OH7kSX+eznVE ++VxKWH3DOPSbInPTrztizjY06FLzOK5L6EtGWzoibONJ784P48hUlp6U5nJE +6rNlJ+N7qfmlFqjssHZAY7WjijCbquuNuM6KnME6msR7oXUTmFISf69bYYeT +e/ka68QnwGfRf+tCgh3Sn/xX7SE1AT2RpM897nZQcX1b3CE7gdUCRcKHle2g +N+WTckt1An1hPSuqcAoufJ3nhPQnkEHmz/kpn8SrzTf5hS5OYL1O2zrew8eg +2b22Jd59gvp+xLonrzuGwmtPbol6TqCmegWuj1gjvaVJfN2VCcja8X4zv2yN +m268qtLBE9iZPDcwm3kUZiXBpqpJVD3+g+yUoBXGdvqnGFVPQD1sMsdC1hx2 +tBWn3tdO4Fes4bTgLzN8jkzdePD1BHRMb0iufWeGDwOVz468oerOcY/5PM1Q +HPC7+mjnBIT2kUXOb0xxrf4yzXF0Am4204Mj149AyPiSSrAAC5zbtv1cB03w +sE5w+U4hFp6bkx3gMoG6dh7zhwgLk8W5R8VKD+CQIuPxaTEW4rXP/bgjdQAR +S2xl9ORYkLF/eLd02gg8r43WcO1kIf1bCquweR9u7xybLNdhoVkwc5HOjX2Q +Lb7R5QYWHh7LO2qptw+7H9XEDRmwEBZ+s27LK0P4B25fXnOYBb9F6oEXK/fi +1y4ZrgBHFuYiY+66dugjpKT6y3ZnFtLs9biCk/QhutnmFduF6s9i5LWYjT7+ +EU/2O+nOgmVXz+UWxh64z6yY0rnKgnqmhMFW/j1gls4w/8SxwBQuP2dkuxsD +qu1dvlUsxHVzCSQ17sSDCSH/xTUsCKw2U3Py3An7bHOF6DoWvNW3+kzK7ART +rvfKwyYWTk/aSSBIG78kvkg1t1P5GUbu9NmvBaFlLCfRbyxkafGI+c1sR3ez +qtD9MRZeFmc3RhZtx50Qt5ebxllYWXDdaf/57Vi/6OeKXSQLvLVHjlYPa0Bl +Zrbo9CwLRbuFnwZ2/QPDUb65/JVsyOzQ8nXv3YqlmUZZWqvYMFucNVmashUf +TkceqhdmI2OJE+u27VaYDwo86lnLxiQj1kSKoQ677tWGczLU/c1dn/W41XG1 +fmOckSYbvhGm3OMZKii8Dzm6LRuarsql/xYq4KffT77Tp9l4piDyIPGEAjSP +PpkYPMPGmkiL0EQ+BVQKCpb0OrOx2vOMu7W9PJquf9F7f4mNhBBXoUpZOfTb ++58qDqXGk8LWv9oig/XYqr8lnI0dd877pYfKwE7im8KzSDYsFg5/T90tg9Eu +E05WHBup6a7recs34LuBpP/dFDbeGYWPjR+XxpJNlSnX89k47xTUQA+QgNFi +t4C/hWx8f3pIR3KZBKKGZO39Stj4pCqZ15wkDqE7EUpeFWxo7ZDUu1gqBsml +xyuc6tnIWh53OItrHbZNzPQc+shG1OG3Q1KfReHd/OzF+z42mralR6hcFUVF +hl3a/n42nL2mcgOlRKFr88ZhzzAbtj91B8YcRbC/Jfnn9nE2fjyaOuvOK4yT +BZpCUvNUPm6JDUOzAnh+fEagnYuD1zquxuKWAhBY8nLFv4s5SDOJCh4rXola +G11+Jj8HVpK6r9f7rIDsMoOFUhEOtuQPBOiLL4NfGe9fpzUcMFL+mlmFL0WX +XfNvcTEOIjV3qDX95seNcuNf19dzoDnz4m06nQ+jDqZsEyUODD1HVVK6eEGs +EplY2MzB/gNlCUMWvEiu7GYUq3HQ31YUeqiPB/uFrenrNDjIVPX9EfttMXJq +bPvpBAfFfUlKP9dx46K469trFhxYFu6o7q78SzQ1qjZvOcqhzpvinq6/c4S0 +B9kwcoyDS+Pn9znqzxHtzZdq95/i4JTdDl+hT7+Jbd6+5aIuHMS+EHxlpjpD +RGzYVdbsyoGFWkD7k4hpgvZ+rtjPjYNH64djtk/8IhJkr+cPe3Fw98fb8Lay +KWK6LTTrWSAHhTo5Pe1uP4kjV/dnnArmYEHRdUP1t/+IpwrLHgmHcCAua/0t +xvY/4rh/dOqVCA70Xl5LLbL+QVQpJ9w2SORg6+GZgVf9HEL0o+Wt6WQO2j9z +eyf+ZBMXgtbG5qRwUP2rIzd+FZtY35cSseohB05bMv8WHJsgroc8ChrIocbf +ZnfGRoFBrLzMZ3w6jwMH2nuJ5ZfGiBTnC8KjBRwkrNqUUVQ3SpQc0M4gSzmo +9Za6kOP6jRgV6mjgruFgL+f9pgJyhLi0eEd0WB01fxu9tsBjI8TCZKrligZq +fYZayrqavhLr+pxHV7/lYMOugqUtucPEgftc/EpdVPt1kr08uwaJvtiz7Xk9 +HEzKL2nr0B8gHII+3NnWx0FjTeu6d2b9RIDDHSWdQSqvSw3/dAV/IgqV1Q8c +HuPg1dm/7zwUPxK6kkki3UwOeucsV9af6iHerZzrt2Zx0KHq7Oue2k3Qvje7 +2v/gINn8qFOIfBexpvxUjPcfDkKNPCQmPNuJjKeNVr//cnDlm8XelU/aCPWU +zdKBXCTUVxQEBLu1Ekb+0wU3eUlIGAjVukt8ID5ePHllJT+JK6qz4bHz7wh7 +u9e745eRuLYrk1tr/C1xTT+2454giViusdM+n5uJpdun7m4QJrFi66uEsi9N +RJLCCfssURJP/rIFOsYbiYKlm37mi5GwilxuNinWQIy0VYvWbyRxe1mt9rm2 +WsKtTm7QUIEE75X6Eh6BWmKuOCLrvSLVf7YR7cLjamJ1kpVmjyoJB9WHnRFf +K4n0sKr5Y+oklc8e9dxbLwk1X9nmL9tIaI/+ZL45+ILYb8M5ythBokMpR/gj +4znRfdBiw4WdJCR3fY/SaC4jTuMl44cOCc/ASd+LhaWEn2yo7x89EiyNpNs2 +6cUEnyhL77oBiYRz58nQnCIigddsGe8+Eq3BdyR9qwqJPIbUPQETEv8af95l +NZtH3EwLsftyiMSh8uC/K+WfEQ5mbPl8UxJiCXE6N8/mEJJVVYUHj1J5eey7 +tUzxCTHjLucjdZyEovGWd1WPs4gu+ahdbBsSGrevNYdoZRIRsSeaouxJ7Nho +/7M1/hFx1uB1pI0jifmh6AjB4w+JPbPKpirOJCbiAt3aztwnZu1/97+/QGLm +sPS9OZkUonut/aN77iSa7Bx7FdTuEIUf3p4970miOS9/Tb9VEuGseffHMl8S +q/x8+3xn4wmDCa7yz1dJ3BMRvkh43CKkHzpfywkgsb44T1VvURzx26Jdzy+I +xEbpo1t/H4kmPi7V4jO+QT3vEjPm2/sIorj6wQexMBK7u192HfG4ScR48sUz +w0lEn+ePNUcosXfwo2R4LIlt/AfvlB0MJjbEEyPW8STOdUnMXo24TswZPn6i +mEhC6NE453CHP9H3Z+WFmWQSHk0ymsItfkRpofe2NykkKofyiUmeK0Sc4+B0 +chqJggo+Rp23N3FefO8rp4ckpnMCrp6U9CQM254F78ggYRN6Ka9myp2QvSG6 +n+8xCXN+lg759wIxr3VtZe9TEiYGgxWWLi7EJzat83Eutb+/WDYrb3YiStMP +3PHJJ3H58TBEdjkQcUdLThoWUXlEcPUPJ5wmXFdIbFxTSuXXbu4s52RL7K8L +Znx7TkL3jmVyltxxQs5nPK/sBQm/pTxCv6ytiAVlM8+QKqq9lbHXhj9mxOeh +F1qWNVQesy4a4dxHiOcJMvNy9SSWZ8RoDbYYE/FG4a8nG0iUfFia0bHbkLg4 +//1mQzM1/rkNBV2H9hDGJdaHEt6R8Mn+Y/SrU5eQd64VcWih6jfVNm1aokVw +SSl++qedRJRed66W1D/EQEfs/cVdJKp1yk7JLqgSFaHTZ7p6qPxLeC/83byJ +SNh1Simjj3K4G+dCogzh/r2Jc6mfhOlK1+ST8uLEgSy10j1fSDTekBtP+CNM +KBxP8hX+Sq23VFbT+dZlBLfgPDFCIyGyrLZk02Fu4strR57iURIZexhrQ5fM +6L680vI2iElie0Nw1c0Ftm6S6vZYUxb1/o74W6YnftX1GEm1kCFJZMtF3mv+ +06lrkswj/uMHlb+tXL7l4XpdRRPXodpJEn9GmVd6FvJ0eRZ1Z8ZNk3gRa+62 +8Cded7hsl4vdbxLFQqt+HuK6qFvlkrFF/S+JC8JnJrQXqekmSy+fWligzgf7 +fx7W8OZq/w/CjeR+ + "]]}, + Annotation[#, "Charting`Private`Tag$15415#1"]& ], + TagBox[ + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[0.015], + AbsoluteThickness[1.6], Opacity[1.], LineBox[CompressedData[" +1:eJwVl3k4VV0bxlESUZFEUabQhDcZCvtOmRKRKJWEkAiRlJAhSkpUQsZUokKS +0GQOGc8xT+dUMjuDIUTFt79/9r5+13qu9QzrXs9aS8rew9yRi4ODQ5b8/P9v +5DhMLR2xJOTa50SrfDyIpfvXX/gmtgtdvInZ+b3GUEmNT3orpota13ktr15r +HGzoyEsWs0AwD/cH3d7zOOYw+/m+mAN6zWwa//b4g6Z0c3+kmDcqM3tVhHvu +4PFa0xsRYqEwXZi+G9mRhODlb+VvicXg+Quf0NCvWbA6nvZ6fOIZFOzf740t +/owVi8HWBhtfY6g4PetVwxdsPswarridj9yRq2lr9OtxuXE34n+9x8p7hZsl +z1GxLl+QzslZgg95dB5hlVYU9O2vb9IqBzOJI0vtZzvaDYMnIg3K0fxpUGwZ +sx0zOcUixublSPgxfq9pph3qfrvtas6Ww3apcbwZXweK1ijNlN4vh6pR4he+ +/zrwXne9ZN5wOQStlAdPBXTg0/PxizExFXhuOtTuKdiJcpfkDccZlVi/6d1f +hlwX3o64utrMVMKhdND1iWIXnjnv+XiG4wtamzSMzNW6EObUccJd+AsCV94z +TdPrgqG9YMJ1rS9YePDZ+u+ZLjQdDxPNufMF7MUroempXeg1dFu7ZEcVZLbm +3/gk1I2Gak3H5epVmGne8v6zWDeK9fneCehU4YR8n8Z7yW6k6mZYiFpW4YK+ +tXiqYjfs9/54sCOgConJL47LGXVjWN1SyKqhCj2R5wekgroxLae9KtutGpnT +vvbVQ90g+vZVR1ypxpqDOvzxrG7cSDYMdL5ejdCZop92090QEbZgyzyqBvcv +edEfXD1Q43RtSqishrtF8rVIiR5c6YmPCt9QA6oIbiYf7sHfqF+rHL7WoM7s +nObD/B7oHpyv1mmtwUzkTqGIDz24s4wjaNO3GrzuEF+8XNoDiYAV492/asDd +KCiG+h4QLtKUw5Jf0U5oEVd/9iBQ1ywal7+iIVy89+nqXnDNvVq9YXMt2vMO +nClz7MWGhn1TUKrFMl7TkmCXXuxK62pz2F2Lm4fdebU8euF4gCcxx6QWF7fu +PJtypRc1j+w37/OphZZ92f71t3sRtUdsz7nqWrya4D7NyumFuP+NM4Xn6vDu +5JVLPJO9UDWT0O+9WAeFmwVW3DO9OCSbr8B5rQ4q28Ll/831IrD+B9Pofh04 +FteFd3PS0CeufYX+oQ56998dNRak4cXnqTvc/KSOM58S/Eo0qC3aFhzJqcfp +iWTdBUcajE1KQ/SK6jEndjJlyzkaziRuMlUvr4fNe6vNpudpiFanD61vr8fd +lO2fwr1oGPE4Kdb3rx4xxlprC67RkPTd0v+CSQN8TYY+zD2kIU/xnaH9sQY0 +cC8XqImnocZfeK2FXQNeZN67F51Iw7RoS7b6pQYMjzqprE6j4dBhs28LSQ1Y +e3jHwNdXNHCWG+2LZDSgXvXKaflSGkRXv1wZONMAu3NxvI/KaVC04e25wNGI +K6bczKVfaDgxX33RQrgRm6fL7eq+0pC/Uy99g1YjnvXSVq9pocHpKZa/vN2I +Km7Wn8h+GvwnUloTHzbCK++Q79NBGh5g4XFkaiP0eRM13g7TUNrzabfn20ZY +WB8PLGPQICa8x1WjpxHHogKIR79oqA/d1Vi1tQlHNnoIqi2hY8+qOq57qk3Q +y3+jt5abjsxHduon9zZhUjqsgrmMjus5dx+zLZvAm+CdGsFH2ncOe4kGN8H/ +2+rJi4KkvX1gRt/tJjxa4XhHYg0dIsy1vVmxpH3lm8ulwnRMcO7X08lqwv11 +wnqT60j7bcnrXDqakLgttp17I2lfoGK8q68Jks81hK9uoiN0b23QAqMJVzY1 +vBySpCP35R/vA5wUiBdODebI0HG7RIFOE6GANlJbxFSgo3yp9+994hTwLwb1 +bN9Kx+8DJUKZUhR4FeaddtxGh1OrpYHXdgo4T/yOLt9Bx76RkNxl+yiorHpQ +sGMnHb6KjbWuBhSkFKYs1VAh/V0UG6AYU6ASpv1ZcxcdGxdeiyUeo8CxjuGl +pEaH5f4/KhynKIitP+W1SZ2OO+H6hxztKZh/L/NjuQYdc0K0ECU3ChZDbgrW +7KZD2UohOcaLgn/OcW3Je8h4ki8Wzl2mQP7QdwE3TTpa5fkYFSEUDIuLfZ/V +Iv1rqVtaxZP+7UMVS0DHUHCIx+dkCjTiXxba7iXjqW64Jf2UAnuJPSV/SL5z +2KGYkU0BY1v7oY376KiIfd15+C0F7onhXekkz/fMTxYUUXBNdnxIbj8dzk73 +5IMrKGiv1Xm4VpeO1Fe9OoM1FFyi9aldJ7l9XN76YCMFZyaf242SLKB20Se3 +hYIYKkvkoB4dun7F0Wu7KDC0lbBKJ9mvlPfVVToFE6lxcnMk53Fbfvn2k5wv +u/K6vj4dw0aPv+mOULC2VMAzkuRN0WNzL1gUXFWgsxtILrYLfJE3RcHskLr5 +UgM6bFTWHP/4mwLh834SqiT/W5qxvPIfBfe+tprbkpzUvqeonouK/BeeU2Ek +a2Y2nm3joeLDgWCO5yR3+9qvo/NTseC7y6+UZN+DM1WDglR4JH92aCNZVCLC +hy1CJc9bs+J+kgtZEnK/N1DRJSVzi0Xy0dI3bRxSVExtPF81SfLMPb0wXjkq +RPQdLk+Q/PBM1y6hbVTo1eslj5K8S9Wtf70yFd3exrvpJLcu44yRUaWiNfqd +cT3JFztj9m/fQwXPQklnPslCLxWmdoGKm3JZ9DiS3/h9eqKtSwVt8ePpSySb +mZiZ6x+gwp5P5ZQJyeMb+zlND5Hxmx3t3ERy1PjlN8eOUPHa8Xwzg6yfYvkK +O1srKnycPhvnk9z4IHX1uVNUDM/cN/QhmV+92uPqWSrez899HSHX59Xyk5uu +n6fC8piceSLJRt2sxtueVLwQFrAzIDk8QEQx2Y9kdTPRKHL95U1f0tKDyPkz +j1RsJblKkojMCaMi6+7p+VJST9yVjoySKCpaHNiCNFJvzx7OJdbEULHMRW7a +nmTds5EHqY+oyBOoP/dTh44Qvncv+55SYdPQxd9K6leq1/DEWCYVP8Y5CF2S +S7N7eX9lk+Olwstek/pfMFt6jruIiuMV0bbeBB3J0vGiKz9TcaqzYrpRmw6t +X9tqRMqpoJ/wlZcl2S/uiLxCPRUDCYJOxeT++k17MmD0nZwvuflyHrk/416r +PTwyQEWz46hoH7l/1YJrda1HqYj0mbHjJ/mS7ORTt19UfJ8qmTBTpWPSRcc+ +enkzMm5p/JfwHx1js9/obcrNWFz0DFDcQkfB2ahyI7VmXBDN8B6XpyOog3he +otmM2vcle7PkyP5WmOz2Qr8Zd6QDTgvKkv3H5+Rff+tmHHxZzLpH9r+EX+1i +suHN4FIxWucuRIejw41/8ZHN2HJ3nUnjarJ/tKr+EHjQjIDyrVcUVpH1fxuT +OZvcDO0G/4LaFWR/9TJXr3tL+p/NWlm9lA7DiQYLr2/NKLgly5c2TcMauwCN +of5m5Lak30+booFO2S5uPdoM4lDmzqQJGrxzb//Um26Ggf1CWSCThlSPA15i +K1rgbzB+kmOAhhlmZVSpWgvcRF95jTTT8Gz0Y+3Kuy34mLpVxfUlDe5xpjIu +D1qw2zeloySDBnXdn35f4ltQXHhCcFU6DbXJfDv8n7bAs6bOJDmVhgmz41Ej +RS0wulO81TeGBqJw5kjlzxY8CZH2Uw6goev6fzTf3a0QCM+fzDai4YnyF9U2 +ohUnKZlVxw1oOE+zuqus24qGskd+HLo0cKgHYegQOa6le5/QpkFutDHNwqEV +MQerCwPI+4K32XknpahWTF2TWc23hoaVEhns/v5WeJ47l3y+vRd7j16n/Rxp +xXoXmcLPzb3wijpd18dqhcu9n0/4mnrRzima8f13K1Q+Mn/HVfciZTDcppe/ +DfKfkruDinqhmOvS0LKrDe4l3eaRj3phsl/xVXloG5oXS1UfW/Xizrl3To9l +2zGVp22ypa4Ho3uzw1dsJe/ZMW6z66t6YCCa/tJHqR1c1PJTy8t6wFUdwzLe +045D7BSX9oIe+Mp6+8yZtmPiQXwHnvTA6dvOG+Z+7fDeK/PQ6EoPdCxz05c2 +t+Nb6bC/hVQPZva+6ncO7IBj4KTpz7Pd8N5ZmS9S0YnS8Qvje0c68S2n8jZV +qhvuHKKEzKYO/HFpTdxytQfLHb+4vdFuwzYdngWnj71YVpkjs8a1BQZPpM6+ +Ic/tmct3Yo+T74fLEqelf1h/Q8S5w1uWiTZhO8NyRYfJdzhxPvlaGVqHNavG +l1fOf4dVieGSudpqLC1JfC2T9APBMqm+2iGVcN31sYv3YB+aAu+9V9xVhlcH +7B8Xz/Thr0b4UlrgJ0yPrV89GPsTzlevfam6XYh3RwyWxOj2Q/WPySWnhjwE +Goal5g/2Y81i2rLvzGw02zhbK4/0Q7TGTmNpczZkLx0Uyxrrx/menJDdBdmo +TRN88HS8H9fqTY52XMuG8J/kG/fn+3FMtzv72+psZGYXuF1YOQDKuwdZkhpZ +oAgNa25XG8Auo/otpg9eQopm1Pk0bAA32+c+p/tlIKJc87Vl+ACybg7a/rLL +wGTG9hs8twew7KKKwlHDDJR7rdzlGj0AYX2rVUfWZsBheXPUzsQBqK7QzPkv +9zkyVY4blOUOoEev73bASDoUI84W0HsGwAh+ar3F5Rn2qIfGiO0cRPryx8W3 +nqSh3V5MLXnXILQNw/tpd9Nw8W5Oh6T6IK7ypbjq+KUha6BzvYLWIFrHa2+q +WaRhY8yONDX9QQjtf2rbuSwNXBPt2UdODGLNBUrdtPtj1L3cUh0ZMghJz5v8 +P2JSYL2xaY6zZRC8SrIduicSsFLM693HtkG8NHdQfqiegLI1az0vdQ4iOeCv +3rK1CZDjPTk8TBvEb52dZ40oj8CeGmxvGh7Ew3TRaivDRwj5uvA2eWEQz2QS +BYOIeGR6K7rv3joEhdxR2fB9sTjhQd0ytX0Iw3xZy6gysRBw8R7IUhrCFYuT +jzW4Y+F1+oO1pOoQNPLd35+peQhNI/2DPHuHYPnxXZ682UM0brJRaLMcAjV8 +RMXKMQbTtZF9F4KHcGPQe/Vg+n30rmhz/nt9CNnzW/xy7txHubE4++aNIWjG +8/dEXbyP6MaXf1JuD0FvW+O+ZJ372NpcLdzwcAj7Junbf9DvwaaL02DLyyEc +O6GiwbnxHqqGLr360TwEnWRe3SDrKGQpfP7PrW0IS1a3EaLKUXhwbmnR744h +yIqwn9CXRMF27H7lKtoQUjZwqc28uot51mua9tAQpAY+eJgsREJpZmRVwp8h +5K+IdLn+6g7il9p4m8sOY5X/RL++fAQWzqxTpcoN45z66TB1zgg4VFCmTbcM +41Dqq+OHe25BOWT/ZRPFYSRVZO7kiL6FmkWFq4Yawyhbm15o8Cccs/NTgYTx +MDKLDz1y6rqJoxO3bm/1HsYBCUFlhbdh+GS23/iFzzDGeMXtV9wPg3TuX34F +32FMCYh5CHuGgeXucXfzNTKe8yKv45TCEMawuCcZPgznUxU9p3NCkT+0KU4k +aRjNRd8ffMu7jjX0d0+4Koeh0SFt29cejLv8AQGFVcOQyDmk+rMwGHyaulbn +vw7Dbf34C/5HweCKbxZobxxGRhbPWOfJYEweZl950TUMo6u0TUd+BoHyRcHU +jD2MN+mcXPZTgbiTnfgnef0IRDiNo8xv+GN5r327ucQIEmrqE+cP+yOUb+sb +HskRdPDGPhyT8Iff2SInz80jSBL0NMoo8IOLVBtVV3kEbz7U3b02dhWGD1dm +jumNoK3kx5mL9r7gDgi22O05ghpWQU/udR/kTzDmSi6OoOeKscCPEz5wcLJK +1fcZwVxATsmBnT6oNFUaPeI3As/wos6KH5cQKk0LdA8bgex7by3L/ZewtEbj +1dNHI5CW8VhSutobXGvGOVeWj8BXif+TeYsn8m6ezIipHMHinN0Z5TeesP9b +ZbyhegTfrAX27I3yRPlAcpxC/Qhc5BteTx/0REjRwR3720ew7TL9eF71BXDa +ZFhdGR0Bj/3DxKhoD3C8sHndJzSKn0EhHyW7XFHF6HBPXTuKPQKlK2YSXXFH ++bCitegoKPLreVROu2Jd0f7sNolRzJQ/l+obdIFitcKrGoVRyDwP7+f5cw7W +A5PPc4hRyEU6HONTc8Z7qZspV11GIdF0SejzlAOuOXLYqLuNwso1cexZuQN0 +X/hK/PIYRfHC5dmBew6gKJ9Pcrs0ilcmhcOe/zlgGIcTbINGUfROlTfd+wxE +bDbE6seO4qPQeOe6FfbwSngdKVQ+iswSo53eozYo/Jtws7xyFKGP8iXMU2zw +1+ZGsFf1KIxutgmUm9vgpsypS831o3jH0cay+HwKSVl8p+53jOLNtL/Xf4+s +8aXYcbsQcxThGpGyEq4nwCd1WK6cPYoNX693lsqfgNl1LUmvyVEMPV0XN9p/ +HN0Ga4SbZ0fR9faNQYPtcbAopX/ucY1hppWQ+GhjBdGfG+oERcdgcd89PM7r +KE7p8XwpWz+GlWu5DuipH8WTjMliT4kxaB79mOr21xLbz3/No0qPodlaRG9b +uCV0pn0S7u0Yw3xw3hKDdAu48DSfE9w/Br9AjwKnaXN83ha+XNB9DPuSzDbt +oJpCrXVdw/0LYyhw/CWX4m+KXP+Me8IXx+CeshheomCKJw1V60WvjOEFP1t3 +1fVDCPfg3rEpZAz71S7LV8EE5m9DDu+IHcPn0d+5uZ1GqDspJPI6fozsiwOn +cu4aQXfpk27lxDEEO087G+sZQd2y7Myux2NwLO8qdMw/APHZxUuaL8dgf0BH +a/KRIYb2BCQcKB7DTqmE0uRgfdj+5D9dVzqGjRtGkxR19NF9O0nGpGIMldtj +88w49VHf+zHLrGYMBNuOrntdD3nX5ouPNY+hZFn5u5ZIXfiXX/7pODgGo2a1 +9eWf9kHQyGt7yEoGTnKuLLw5S+Bx2aoVewQZSO9TSvCPIqC8O3tkYg0DWZUZ +d8MUCBxSGH5uJ8bAvUUxx7pT2ohYZiOlI8vA8pvLTjFbNbG04oAIxx4GNipG +VVRNaeDBnqFfhVoMCOqXGfEmaUA6L7TFAwzsfk1efvQ0sDetJPqbLgMf9kaY +BCeoIyBQdUWJKQN8MsmWkmZqmNGU4rjmyAD4W29uG1RB2NtiuqozA7afDQ7X +J6lAeJv1Z6YLA1KmP87st1CByvq4q6cuMJDo3qWX/WUnLvzmn9byY2DZIVY6 +kfcfRvJ/j/yJZkBDU3L7CzslXNkeW/P2AQO7/rOTFBpWxPJnKhmusQzwRLFL +xz0UIffA3aEnkYGzs3ljnKE7YO/ZT//wnIEDtvqyYp+3oXcHpcX3EwPrgt7l +HLmggNQxwYAlJQy8ihvu3r5GAfYvjshFljHAu3VhZlOhPEZkO648rmLgeVfw +HiMuecxsoEtUUxiw+fjwoGv6ZgjyMc4KDzDwdW21bYO4DFqrdwimDJH2AZ2u +8hRpxId5fJAfZeCOyLn2S6HS2Mg5xa/JZmDOfGPXIFsK23/PvbGbY2DNjsr8 +Hqok9Ad5/uYIMBGWr1hjFSQB3mcH0jVWM7H+z0xF5BIJ1NvdPlQuxMSjsrIB +p3BxHKGtTGtbx0Sm5WnL6dgNsG1dq/9Xiomv5hynhKrF4FcuE31AjQlXjrMX +aB4iIIIcd7doMGHgJpjmu0IEXERGn7UmE6/5/xX6Za5F+Putqhf2MsFdMffj +yaAwYnP/6441YmLQruvauotrkJsC2X4bJuJ0VkUGfV2NqatTPHZ2TOjVHQq0 +9lsNtWMZY7QzZDwbNkSeUFyNj6tWve1wZuKwz7ygndIqVAXRdeq8mEhxWyXb +y+LH8lP3NxteYiJGmx7D68CPg7v1eb9cZkLM1jnSqGcFKBPZlGJ/JiQffIhg +N/Ghxz7gdN4NJkLEYggZ6nJsxH/7lW4x0dSnu9Xo6HLYbhiQy7rNxOMIwaSj +NB4Mthiz0qOZ8JBP6eKdWIZxXfGARwlkPGu/++5V5MYy+Y8JQTlMJHCNSen/ +4cSBJR7X/uWS+W0o0t2bxIk736Ttr74l6yF+t6iO4IRgfMQW7yImqLb2IyHh +HBDnPVF0tpwJLpELzLaTC8TpAYGk/kom7GeUvzS9+0c8KSsLtKtmgsdNKyFV +6B8hf3WLwcl6JmQThmySWv8QO8d+tx1qZ8J9i0QIv+8ccak6631dJxPK7g2j +hcO/iaKntsmGPUzM/a6/PXHiN6FtXeOw7zsTEZ7uiwz9WcKwIW5KdZSJaJbs +rXVa08Sp12qCEgtkfn02kqtiJoiCE79XUjhYMCtx+Je/aYJYuewD//UlLLDF +adSK7HGi1Fp7+chyFrav/xvNSGMT0ny6i/lrWMhMWNQyd2QQV99x/zsrwkLJ +VX4fqbQxosW2en69GAsKz4/8p/RjlAgtNJoJ2siC5BEdgVK3EWLQ4TDTeAsL +n4rDG9oLBgli9ZqxxW0sNOxQ0SwSGiTiPrYO5ymywLWg/MbMa4AwFLLqF93F +Qujrb+edtPqJlyU2Pf0EC6833lvvNv+D4HKV7IrTIe1zo6+ZeP0gTor0tRvp +snBQ6PGkM/M7we/m2Jx7gAWi+Hrp9u5vhPv681/9LViQu+fg5S3VS1R92VGt +dIyFxHKLpDKdHmKTJ7uy7zgLs682Cj49201Qqr1KDU+z8HL7BZOiik5i5yXf +QmEXFiQyFq9bfGgjIiQ131WfZ2H+K/luX9pG/Kz7m3fVgwWltCFHgyOtRIx0 +UM53bxZePDeK/b3QTMw23UjPCmRhbZyja/ptCmHmZ/j0dAgLY+LbHesmm4hM +Ob40oTAWbge8sXVpbyROBEQmXYlgoQfHa4++qyfyFEwTtkWyEM81ctA0t45Y +0bo6nh7FQt5A0OlPebXEp60xD3QfsnBhuQ/drKGGEG63vDcbx4Lfx6crFQaq +CbfgdVEvE1j4W3TNqmVJNbGxMyFi9WMWYgolhPgtvxBBYWnBvS9ZiIuYjGXt +KycELvMY2WWz8LwgpHnfozIiwdlNaPA1C30tgna3f5USbw/ufsrOZ5H3quwy +4YslxF7tVFfvQhYEIr7ECOsXE/WK3Lvm3rOQctKcIS39mRgUpFZylbAwGJHR +/ujXB8JriXrkzTIWOHZNFiWOvicWfyVZ8leywCtM+UgfLiJEO50H134l7alr +Tc/8KyAOpnAs39LCwuTUkbtKwW+JzignSnYbCwGHV/389zaPcAiuj9/ZycKm +34WWccw3xDWH+C1aNBYWVks8u+adS/AdXZgo/cYi38PmmeyQ10ScgcMHvT4W +6B7xUZu35BC5W5UPmg6x8GZJWbfoo1eEtnjsmtYRMr/81h0a9i+JWoG/PVYM +FpIehny3UXtB/ByvPm8/wYJt3Jjlw4XnhEjh6buX/pD1ZnFLFCx7SjzN/HJ0 +/h8LYp1h50QknxDKCds2BXKwIfe+zVN/XxpxIGD2dTg3G1k+T2Zl96YS7e6n +rggsZ8Pdb2aJbUEyYW9bsfc+HxsU1/LIvVpJhP/+KGriKjZSgiXU1lx6RPCq +Tj+SFGKjcnLzyAb5eCJW7qR9ujAb3WFOarODscRrXvmpHDE2HofXVZ2/G0No +/bnzUUWcjajJUiflSw+IGsbk9aKNbDyfMjkk5nyf6GsqFi6XYePou4SUqgvR +hEeZLE1fjo3s2ELKnRVRxN+8iPQ6BTbmdGttKo0iibWxR9XadrAxeP1u3m/u +COLJzU8Lx5XZ8OZ1LLobFE4o+kpX03ey8cHCQjJK4CZhaM06NqzORq2m1x4l +61Ci1cRC0m0PGyGWTRtviV8n7PBheEKLjamdlblljGDiqvQN3z86bHAOPAqj +eQcSPMIMnSBdNiQsffJ83QKIGG5zPm4DNq42ztntDvYjsoclElcak/lrGZ7o +nb5MhCeH2dIPseHkHzmWtdmHcDBnbs45zMbhGOLHEi9vYi+P5ViABRvFF1Z/ +uN3lRYh/+pRrcoyNyKzAz3MnPInfF2R9JE6wsUfH8fGGUQ+iZfMdTaY1G84S +j6NlTdyIiKiTVXfs2Vipvn/gXqwz4aRbcdvakY3bd7YvhF5xIvbNbT283ZmN +Hx9yEi8FORAbc+6L/HUh66+yv+hklj0xZz/fU+fGxh3jLJl987ZE6zr7tMQL +ZD25xY/eodgQufVfnVwvsrGPORCsOHKScFZ7NMHny4ZIguB69/KjhO4YR2G3 +Hxtf3b/FXPG3IDY9dvZ/eY0NrtnY4WlHc2LegqJzNZiN31/fbBj3MyPaeTV4 +jELZ8J/UfC992YTIK06tF7vJhrFidJq+rhFx9yLP/ZFbbMhL81SLnzAgXBQ8 +jr2/w4a4z7MteW91CT1au/itKDZu2KyLPmS8j5AkJWN1n432Z7WyFzftJf7q +P89QeMjGmlL3zXmHtYjOPwJuv+PI+ctm93+v0SDycy/trElgY0XqhcwPSapE +tCNtNi6ZjeRvDpxTX3YSruv1Pp99zManLaHfU7WVCf2mrBD1p2xcL93Yf3F+ +GyEdKmzI85zUq9qHszv/yRMLGv4CHZnkej0bP9Z/WZboYv5sfv6KjVV+RdrP +T0sR+U8OxvvksJHarLM2zEKCiD729pT+GzYS6I95rJJEifP8G2RE8tnoiUq1 +Gg8VJgzLQoYHCtgwMj506u2/1YSsz2j2u/dsGHw6tM6VtYJY3Gp+MewTmc8S +t1ibqmVE97f3GpYlbFyOFrz105mLKIiRWpAtZ6NrvOKzu98/7fsHblX8qmRj +9Y43QRqnZrXdF8bDK6vZ4N/RYBJ2aFLb6K3VoZhaNgr6xerrLBjam51L1zg0 +kHqKs+bsTRnQ5pBQ6FKhkP3h6KlvK/Fdu5calbKkhY2JDXVcaxc7tItuzJ5p +aWPD8JSmS48tVTtG8/SWp51s6JyY/9SZXKN9YbyK5dVD1nN01UjCQqn2wXTF +/H10Nsqf//njUl2gLXci1lfoBxvS8RU58f7Z2lyrFoi+n2zYGe96Im36RJte +4bg0b/D/9v+6rqQ+1P5wpeFr8AgbPF//08lYvKkdu0M16jCD1EOl3fDRlCva +nn1JFlJsNpJUg7wbq520jeOWrp+YIP0HeiqdMzXXVjA+/630Fxu9fhEzC4vq +2ks5W59Fz5LjnCYrFWpEtL+/03SxnWdD6Febkh/HsNYnl6dKyv/YuBY42e3E +Ga8Vt2nF9OIiuR5hHdyJq1Q1/gd8evlJ + "]]}, + Annotation[#, "Charting`Private`Tag$15415#2"]& ], + TagBox[ + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[0.015], + AbsoluteThickness[1.6], Opacity[1.], LineBox[CompressedData[" +1:eJwV13k4VV0bBnCkSF6zRJMkQ1FeiaTcicyE0ECmSjJVKFNChkioqISKpMlY +IRUZzkaRzMM5xszTOQevqTJ8+/vrXL/r2muftfd61v2svc3hktl5NhYWFi1W +Fpb//+qfH2koHbVQ15DNNBBMN1Bn1xS73COqBN4vac86rGSx91lC8gdRLYzE +QDTNShUGtW3vn4iao0RCI+SmlR5OnJsvvi96DjVm0nQ7q1Po2nNLM1rUC98z +Vee4rC4iRfhY+G3RUESOCJvVnPJFMOcH6UjReDhhuw7VPBInT6XmTE69wL73 +Nl8zjBOxbiXYWmdLDsTzP6VpXU7DDlPGCCUqDxItTSGp/m/g/VMVCTOf4GCd +4FbVlQORPP5uVtYSsK1OCf5U9x4FfZo/6g6W49e1xxPTP/JR7vxk46kJAoW3 +2JV9HhRiVuoQb5ZbFejC9iuaHF/A9juDb+OOavy7Tq9NNbAYyit2Bcezf6Cy +v+Zsw5MS/AhV+lm5sw5ra5P5pctKsfXu+O83jHrcXlLkn84ow/h8T3eLQiNY +/d/eC3EpR8GF2HJ95UbU8GdvCXcvR1Cb+ssStUaEJLanh18px/qPT9zeaDdi +ft3D1GDvchy5ZrV43Zq8/puzjm1IORJnWkUlIxoR6iYj+CmxHLpTteYePY2Y +lljDHKgqx4uxL9U8MU34R4ungm8TBe6Pjm13jmvC8bkew9AtFKho9ftXJDRB +dXts06w4BdVPuOSvpzWhWOdHZ+MOCqZMTsWOFjbBULyY6rWHAvWPc8eJ/iZQ +tihZnjxCATXk3y5f1WZEzVrKJztS8FyhYl+LejOu5cyp1TlR4Np1MkZBqxmB +G2W1WFwoYFEJwrBxM6zeZB+2vkSB1NjPVPNzzdjEIzP015sCLxNXxz2xzbjI +LUChRlDAs/kVc2CgGcuZfc08byg4bBnS1T/aDGG+LLOetxR4xNrW9DGawRow +tDY7k4JW1g2veheaUf5aR1I7l4KnQxE2ndwteKimssb+IwW7c51rm5RaINsn +4qJRQYGR5u6M8tAWWGiKSGX2UHDjOtfjssgWZBcVvdL8RUFu/lB4aUwLngfD +jtpHgZDMM4evCS34FptwdWWQgk5uPrHPmS3IKavYozxBPm/rVMS75hbI10k0 +Gy1QcOdivmOKZCuuHQry2cFLYOxwVsS6na24WHz/aCofAZ0N6W+v7WnFupCW +OTEBAmxV8QzDA61Q/lKwmlOYgK+k17Xfx1rxlyO06ZsYAccexXAz/1ZM5Gze +MbiDgIZFbjp7YyuC+gVsIg4QeCr3uupSWyu0bAeSS9UILK5KGaV1tqJt8PvX +uYNkXb+PlX833Are8dIMaxDYzXcp/8xSK1KmlmR5tQhsqpGvKJBpQyBvSj6P +EYG5wxkDToFtmI3eyOlzhkDRi/Ek79A2SLtmuVjbELjJKXc8PLINNtlcC+q2 +BHjqM8vS4trwSG9/1LIdASnb7Kfdr8j7JfYlXThHwDLg3Unz+ja8iT/i8suZ +/L9fU7xnW9oQPPTnzGsXAn1ailVXaG1obejwdXMl4M79YV/sQBvsvZXlp90I +hCflCVQvtGH4rFLI4GUC+Z8+/sC2dvAxlGc8rxHw27wQYizVDp222IDN3gQO +B+9XO7OrHXLMlwoVpH/ofnrjt68dDhUHhXh9CQy0fQ7P12vHyQ3HGu/4ExCa +Kz68y6MdKjkc+xSCCNBOLc+rerfjqx6rXRHplGL1HN3r7Vi75la+djABubCS +zY7h7WAIefRa3CSgJVT2JyWxHfr7rqjYhBLwUiTy1lPaIfN428L6CHL9lMRT +7n0jx2dWscaSPql8PYr7ZztmHl0eZI8koHZAyYGN2g4laxm1MdJsR17wMhjt +2K3yUyIpisCMJstfp5l27ImXXmG9Q2DwqPVQ/+92eLlpFziS/qYnVExlp6Lu +lVq+bDSBWNNQ5woxKr7kDy08iCEQdLzX4rA4FdwmhtnjpD0sDmp82UFFg4sR +EEuuz6kZkXcKVISO3Z/pIa1rZbJKTpkK78t8ovJ3CaieyWS8VKNiuDhJ1If0 +JvtzFcnaVIjqmeZw3CPX/2xproghFcbCH7UMSbOc35R835S8viK1IIZ0v1Oz +R4Q1Fbe0ghT+uU/g7WUtcS8PKjYU1AROkk72SFnH9KZCLrx0cXscgWivxbmL +AVT4zCmfsCB92Sev1jaCivZGufR3pB38+D7Roqko/IeZ0Ena/LrrC4s4KqzC +C51XxxNQCZL0N3hKxVXxsdcmpGVuBjlWplFB+D0S9iQtFtppqvGGivDQVrs4 +0tzh+w8VZVOxN6n69jvSy7fiZVTyqLh28VFcLenJyEnB95+okB228x8m/SvK +cEWuhAqzUwZHVkg3Rr8ee0VQscnMf0ToAQEilr1VopqKzlxhdxnSBffsyp7U +UbH6OZpUSb+OK8rc0ELFjmdbNuiRTnywISGORsWEe/tBS9JRj7xCeHqpENsR +p2FP+vrjevfIQXK+ElelnEm7J8mdZh+nQkQ4ffwyabsnEUcDJ6komte7d5W0 +2bMBhT+zVLgLRIn4kNZKPbzp6l8qFP7E3vi/96Ulc0yy0LB4N6jyGmmp9IVp +5zU01K4OY3qQ3vDKvHtwHQ3JzRW/XUlzvcn9bsdPg2mly+A50otvufM71tPw +bfLZ+9OkGZlOKZabaKgoiLI3Jt2TTUQ1bKNhqerkNEjX09knFKVpePJk98c9 +pEvljhrGy9HwaariymbSuS5hmbP/0sDg1ZFYSzrlbQX3CRUajkTRvk2T7/fu +6Gq3woM0bFB/c55GOlhGu1b0CA379TsXSkg7vKyM7jSkQf608Kow0maDaxiH +zGjQXHPJ7xxpTUkd42cnaNhm3TyiQVryeRWPgwMNnI6uGXNk/Qj94rhEuUBD +1uLMSi3p1eK6dZJuNGiz7TNMIz305FvssDcNO/bc/qFDurWTc1I3gAaaxzyL +COmqjXomb2/SYGnzQ36ArOfXj7/zuUXTcNbL7ooP6YT2tVd+3ifvP+MbAdKR +IvoNexJokPyWk8BO2vlB9b3p5zQoSsikR5D75XQz1/Tx1zRApSpVh7SBoIFZ +fhYNVkVqCeyk5e7VCPgU0rBGw97z//uRfudH3FItDTv7G4d1yP3bXcM9Y9NE +g7uySeEcud9/chmZl7bTYB4iEZpGOjuiViikn4btAlE882ReXA79+YDzNw0n +v3T/F0bmiR2FZ+7iMg30514vJEmbsh2zrFnVAc+KSdMyMo8Ug+rWx/B0wCr5 +4ouZ22Q++dc/EpTswPXdPPKaZH4NfOZb8JLtwKmk0OoGMu9afpucbN3dAWHF +UEcb0gXeDRseq3ag/95s4pVbBHw8Gx9vOdYBEZ/Yv4FhBP46NyfJ+nVgcuB3 +zUEyb82Vz9zbHdiBOoWqg/lkHmeyDoXvDe3A7Fjh1C7SNgnzVw7FdCBHtlJG +KJBAWYWYrunzDqTQP9fXXSdwS9x+xqe6A/Rkc8UZsh/0jo+OBtR1YHMG/a8J +6f0fPXpuNncg6d987kyyn4wZhVbf6e7AKqfH7GeuEjDyf5WSMt2BPCPt4289 +CAi20g2/iXXC9ueZx9Nkv3JNvXakdmsn7DUn6XtJE64rKo2SnRDePHnHk+xv +11bxb+/c3Qk3Ok8G/SIBqoLSb+aRTmhw5rvVOhJ4FuWXLuLSid7YnINqZP/c +pcGx7PilEypTAXcaTMn98TZDur20EwLiJUNVJgSUhExM9So7UaLGplN0jMDB +4YQXuxo6Ef64TOwZ2b+No3caTA514pdasoiRHpn3VKMEX4EuSFs4ZugfJvDp +SrzinYtdMDETvfRTjoB6x37rJfcurNUr3R6+i0C5VleYu1cX/u65M6K2k0C1 +iBTVJLALi2WjaanSBDqLPwYKP+hC4jq5cQsJMu+5On48Le3CvU4lTgcR8nzz +fNuFdyLd2EuZp3OxkPNN4JGq3NSN3HXdqs+WKRCP+TtA29aN/WX6Pf8uUfDH +t8WBXa4bdOaYitkfCrJMI21OHO7Geu3PMoEzFAiyTlksOXXDzLvX8PYIBT22 +pVp6n7uRuuLw40IdBd6bbSV+WfdgNP38F9MEChxMFCw77Xtw1rxYOOIhBcYh +rLfbHHswfG8NoyiePH+Opk3VXu5BL3+pqMQ9CprzRko/h/bgY6noBVokBQqG +HrbxmT2QumghucqfghG/sGSdxR7UrNAiVawpkJuwWNdm1It1NQrPIEbOj3eS +k/jTi+C+84VN5HmdvSQpZ3vyLwhcDe8f/V4GF6Uv1LUGfXhQnRehNl+KDD2H +lK9zfRi+zXfPXKgUs+NifEMP+7HGf8lyq8NX5B/XWRWvNQB/Y929504WIVA3 +7Fne0AA0uXjaPK0+Y1uXfnta2CAEtFR9WU8V4oBKaLyo4hCENgYr7txaAOst +db9Zm4awyzlNXHJNHmaro/suBw+jdUg/IqD0HRLYbbzMJEeQ+T5bLeRYDgS7 +85+zESNQFOv7KKefgdUBweaqV0YR7b3jfIvgK7C8scnpExhDtfQB1yzzNHgk +5kQLlI/h1azdlu9cz1C8K4KT330cxpf4sjR3JoBf30PuJs8EXvVGK2jY3ken +fH2Tb9EEOj43iYoUROLZOH/AqpIJcOh3k99KkXB4c1wqumwC9Roxqw87R2JU +ss0npXICWvd3xtVsicTcxu7NVfUTOKEwmrUuMgL8XBMXhAYn4PkuJkbF4Ra0 +hzgWs/+hYzItYMxPOgy5TyE5YEPHagPXzNiVIPzn9x+HvT0d9WMHNZ73BkH5 +xKvxrrN0+EkJR/8sC8IXXt4PbU50GH5uc/IKDUJlULdGjQcdX5tY1s5xBaHD +IcD2fTgdHR/YjHNUb2CN9JfEoGw6nNaFusS99oPeqks3lnLp2OfwH4vWFT/c +6ZFw8PtAh2+D0LjsAT/wJ9yW9Sqk40rz8sKDH77YtPZ04YVyOlgjzZIm//OB +4vhCi3ErHTeXB0aKDL1xJkeZf/MyHVuzlMQ2SHuh4PQCTz0LAxKftQc8pj3B +s+Yzd8gqBkwbjybzfPVEqfUhzlFOBpazhrestfSEBJfWSp4gA+JLSi7ckR4Y +OmdKN5QlXesxYfX3MtzFXL9fN2cgdtb2t/J2V1RWyFftOcEAlXL2rlu1C7Ze +YRJ9pxjILn53daeHC+qrPEp1bRnkkTsjX4XiDMWrvh+FnBlgO2zVkOZyEfN1 +4emZgQyMX93g29viiKCw1ODOt6R1H4S18zngH28OffssBvya9D/11doj0clN +YCiHAbm7LyLOR9njg4FqGjOPgXS1j+daOOwxxN9AsJUwQBuaXLBbYweDpyyc +sk0MpJjYHw5QskZ7rGN9VgsDv9umu4uLrXAu+EeCYjsDRwXrlqZ1rHDjXILs +wS4GzHg8o9RsTyN3p4LBsWEGOqVibhs8Pkl+X9vGXP3LgHa413icmgXSXldY +/lliYIsnS6pSszkUEndtDWRhor/+KGetmzn0AuZzIlYzobp5ff5g2nFc14xt +SOJl4v6rQ2xFG83QV/dVqHw7E/7XbbqPeRnjUplkl7YUE/Ft0+oFhBEW399O +r5FhwvA8c5+AiBGEH1oqt8gzofYcbpllBtC1ZpwYUWHCWfJiqtduPWSNbE7i +MWRCqqgv6LWjFiKehNl1G5PjcZN3tkIT58zoO7JNmdhz4Pjez9Ka2FRUlGt0 +gokNS5M6udMauB1rVXnHgYkCVa2BD4aAoxYlyvo8Ez6UtulpRXUc+b3TVM6J +Ca1/a013bTmE3w5/OmrcmFi44cJ5Z5UanJQfT3H5MrEl2dtFlksFWuMsH2n+ +TCT/NBc6tkEZW1Ocrr+9wcRX5ynua7v2oXXtfg79UCZqF2N+1djtxdGu1k2R +sUyYzB9Ne8+hAPH76n0n7zOx7Bb3ftF/Nxa1X76SecDE7uoF95fTcsjLvar4 +LZGJxHCexP3LspAIFdLleMnEi0d/i6JjJLG8//o/ba+ZiOoWLaQbbAeV3t/4 +MoOJoBg2x0uCErh74sMZ7XdM2HkuD38N3gpX7o3b1+eR72uWopZmtBm6ZTdH +BguYMDpwchNNfiNWdpp5hhUx4Zk6Emu8SwS0nk/7LUqYcLTMfh6nK4yC+G3L +kuVM8Lc3axzwE4T78mQEUUU+/8iNtV/E+KD/4aRxfDU5frFGTVXwH+xwKhU8 +V8tEydlhuS5RLnQ2xD5d1USuH/Vd70AqOwrD5882tTCxqlLl+IntbIhXs5VN +a2ciTsStIzZpRf3yZCXDo4Osp+O75v2P/FU3SN+dd6SbnK+NR3iw2ry61OmH +vgK/mEj3Z+HOCf9PnY13Wb2vnwmD9xEsgpKT6t2U8+zvh5iIzbdL95YeU//s +U/s9eJSsRxvRn5cyBtQfyu+LNZ1gQi8mxM7ydY/6lb5k821MJnSOu1PvaLap +Gz5iF5uaIutdwkK8SKZeXcbQtad0homAITfDA7mEOjtr84u780w8L3n887nO +R/XefDVnuz9MhMSJaH95/0K9yDltj8ISE32Di+kqeaHqj7aum11ZYeJ75Kd8 +/13Ewf8B0sAZCw== + "]]}, + Annotation[#, "Charting`Private`Tag$15415#3"]& ], + TagBox[ + {RGBColor[0.880722, 0.611041, 0.142051], PointSize[0.015], + AbsoluteThickness[1.6], Opacity[1.], Dashing[{Small, Small}], + LineBox[CompressedData[" +1:eJwV1nc01u8bB3AyEr4kVETISCW0iPi8MyqhRYOSzJCRhJIyMkKEyEoRoezs +IntlZGRFiOdJlOf5UFYl/Z7fX/d5nXP98b7v61zXuSUsrhpYr2JiYgpmZmL6 +/6lrPdlVPXWGULHYk1zFlqXCqiXsPCq0F52T7e4CWyTV9yTFJRYKacOldoHd +UcJSnSoi5XtD5jjmPl+9xK4UpK7X3l/wROg0CkPUj2yQSFWXChVN+ydmjJgJ +2L83LlVf1rWMNZcxhXgil8nrfc3q3/x76s1jzJESlPzvl0Of+jmrxbcPhaxw +QENdkypOUa/XEi6tS7wMrelP37tT6eqKkur5c2J2OMn3ixZlvKieuMrspXSq +PQYmTzh92sBMcIzfTTkr4wQeu6YMz30cxJvP3e11p53RVKh6ky97LeF80krX +JOYa7MN0nlU4rCdkqucb5/pdcEl54yPZMFFiWOGeVpiQK0pm57ZliksS0Ukb +q6UvuIG9QlH7ipksocubqVaZ6I60/06U26XKE0zeB16fHbmBnxEPVP1Z9xAl +9LZ9pJgHfA+2B+03ViYcTE0L7pnfwvCMs7O+uRqx5T0pL57qCYsMiYXwDRrE +gLpvVhn1Nu69FNqyfEWbeJCzTvaUjBfy5CpYmPbpEIdEnz+fsvGGVLeyn6SP +PuHVmLC25rQPWn5xR+VnnSSMvSjHw+Z9cLTnDxu/pSGxV0kuzDjGF4NfPOZl +Hc4SvHTXVmnlu6Bu4gvc1G5MfEt7u+ZH/10MrqdKHgu9SDRcZNepvOkHZyfT +arkBMyJZ8ERgiJA/2ETY3nGKWxKe7bH1Z9/4g7nVuunIM2vibMDnVZIXApBS +Xux+75ItsUt9mwb5JwD1h+sVQ0ztCe75a97liYEIeN43LZfiRHzNfvP2nvo9 +nA1UT9q74RpRa8WybDhyD3ah2zIzWa4TN3uib06LBeO9p5/WOqMbhGHocElZ +dTBOGzzyMq/3IOS1Zeb9zUOw1FT0s+7SbWLNstOeU6vuA03794bKeRPUwtJr +oqn3wT18NyxsvS9RZc+UP6UVCpUt376Qr+4SCZJH6cXUUOT2qXzMsvMnTkUN +Xjku8wDMSRLCJ/YEEXJ6ki+Fmx7AZviYf/+REIKDxeHrhE04zLgra/7cCSUu +vV55VXU6Ahvzovaezowg9AUlu6TTItAfvd6HbTmSUL12ZOb+fAS42D+OmZpH +EYLbIuSNYiKR0xOgw3UlhlgVUHSsciIS2soaX77yxBEznwccpJQfIsb2cpN3 +SzzRGieRNdP/EHabq4s2BT8hyuYOtZyVjUItNaqrISyJSD95ZariZhT+1h7J +OtCXTPhyFG4NForGXNRB2ivRVGL7kcigAudoFI+Uncu79pzoDrg6NdQUjaqZ +G8GC/WmEFItclrz7IwT1Wvm5Drwg2jQ4uY3aH0Ft1bfQJLdMws1n0sFXKgZs +QoujsTLZROPf5/I93TE41ec6cLUxj7iq5hf+d1ssIl53Z+kO5RMbPc1nZHxj +MfSyaCp45BVhtyRa4KEQB+axHPmx1UUE98+YfWKh8dC77OvsRZYRxbvcYnQo +8ZA345a+qfuGMHU2XLymmoDIyMASq8JyIo/G+7p+MgGzzIbvI/IrCSM5uhAd +jyG3qfBI85Zqgsm+7daG2MdQ+mzQxTxfTRhMBqldOZSIjP7gNttXtcQfGZsn +UYmJEDiXqfLncR3x3PrQSsXPRHzw6DjMF15PzI8zV/OmPEEGIfQ1LryRiBu+ +pVW88hQ7qNb10/9aCA0R4+cjZ5JQc8jZzWlvG/HtvDIbR04SNNRX9Utdbyc2 +T3tY5uxMRnbX4uAajk7ChWuKX9M4Gf0/XgxfKu0kGrcb1ff5J+MkW0S1lkMX +cdVOSZrpUzICpiyZ5b52E/VBab3Rq5+B2S8izCHnA7HxhUDgtj3PEMZ38Wyh +Rw9RPfFjwiDkGbYWDOl2SPUR66zyXqTtT8ENywXDwuaPxGW/zcaqVilIdIxQ +j6kdJMpTwtZ0hKdAzVgq3KtuiLAas7+yNMFwilARdXCYKDaVldN7lIpBoxyb +kV1jBKdX7KfR6lTsOZhyuqptjDB9wh7mOp2KFbqhZLb9OMH+iUp7ovUclpyG +H2aKKYSR8bO8mdnn2Hxgw4ctXhMEOXSaM0U4DSNRb9zy5L8SgaYc1oZaadj2 +t5hXk/KVKLS8KlwSnYYXtmXipUZTBI+TeoCncjpeqWQ1xrlPE2kzM6NyZumY +ufzQjvsojVC7/lx1JCgdlvW0EVZxOnHlJtfMwcF0bKYsdTYMkUTD3Y/n2e9k +4N8cs79c4yxhwhZWXJqWAVc/v15zzR/Ej3sH19q9z8Dm5oJokZofhHhYRkOr +2AuwkUx07cafxO1YN8XI2he4efPH1rMz88TubD52EY5MOG5VgEHrb+KdfINZ +u2ImHl/r+MXh+ocwe3Wz3Ms4EybqnoO9YstEWMmo81hmJvYdcNkx4POXmKzO +GUo/lgWn6UM3GvcywVvLXMnIPQuD20vlmGOYsL5RIHJNUhZjfj3f0ZaYoNXq +edhhJguiLfYvZuqY8bT36KtdUdnwjXPn3X6VBfuM/nJRyrPxxHduzGeEBW2D ++ZejqdmoX9irWHCCFb9GN4gs7stBgmgkz2tlNpz+9iWwYiAHRYEWf79tXg2u +f74mRzbnoXyEzA4/zoU4u3OmcofzkOTAPaA0xAWpHjkzPqc8vFsoXliy4wbx +st9y6G0eXA6M61DC/sPrlzHFpfL5aPcLVJkgeUEznK7Qe5+PYa3QT0UR67B3 +Tb86MZ6PqyLHlqWm1uFWZU2l4kI+6n7Ou7/X5MfqbbHVgptf4e3H1+MDv/gh +saJRP+r4CoLk7zUiNwRx5kVs6/X/CuAict1xKn8jEi/e1b8sUYB3Ru4RepuF +ML7Osd1oXwFElsa41ocJ4eodzQ71iwVYc31EacZJGMEGtO7VOQWgpMXv5dUW +wdtlzcHH+oUYevoORpvEwVqw88IDs0IkpH5/y2YqDl2bjZ98XAtxQ1rEyeeZ +OPq7aMPWiYVYaB0bpGyXwGx63JjCdCHiBTXdIo5sgfQp+mTd/SJoK2Wv+fFS +CsLeR1RtnhXBM+foHC+zNNbmJN/nLC1CDUdkIWEsjd8chvKnxovQ11hl188t +g87q0usj+4tRs91NZY/vVtxS9F1Z+lKM01qt2+4lb8dV08ETiX+KUZhpeqxi +zQ5YhTKGna8E/yTyBGVcd+DE5BetQLUS7Lru+D5ZXw5SybrB/FElGHDUol7n +lsd7XgEB+YOlMOg0jO+gKqJO3dG660wp7l+tr3wsuQtl9o0lrvalGNbYLSJo +uQupTTeNy2NKYbHkdl6Augs3vYef6tBKIRnpK2xD340tZPo2y4QyaC7Y3nKR +3ocb71UQN/caZ5qTPi9Jq4JHvvjLO443GMiXdWe7oYrnYYqhf0TeIJ0z9mBb +syq69Ld+ND30BrEivU2hTgewo1XgunTMG/xL27h2qVYNo01keoFyOXye3Drs +GAG4b7U/RtUrR0rckkUyDeC+N/FT0KwcJzR4XnZIH4TK4eGDHkHlYHfNiVoV +cBBR9S2D+FiOnuusMjo6GjhSk8bTfqsC8jsz2rvGNTEiLlG88qACv7aG8fFs +1IKrT+IFxdQKDGZyWr4+poVniHoR1VoB8WVtv0tvtPDnrY/meZG3eEr9K/Q7 +Tht5by64f337FheuuZVM2x/GhiK+EWbmKgiVug4uOejCJPTPaer6Kvg+GO74 +XaKLFKsvrY1yVfgrfX/wEbMe5ARfv75vVAUmhQzjhDg9aLqbPRLMr0LkmMeB +n+36UEo8lx6tUI1b/iFNsWdPwNw0/eKLkWqwBidY5LgYwF93U3z8VDWcZlIz +VqcYIF0poidkrhrylcE+5V0GmOa5pefIWYMLDeyJu3Ybwr3qmMpupRokCS4d +tlw0RKj4vEBFWA00rOecD0SdQcm4VluHWi3yF3pzq/mN0afjOxt2pBY5vlvX +cR03xkJu5Xp9g1oESP3gfx1kDGVPFfNmm1r85DRN0vhnjDJ+hYXqh7WIE5V6 +tHb2PF5rC4sXTNZCy5jfg3XSBBXpM9ejo+vwZ/T+d7EoM3zilo83SKqDh3HR +7skSMyy72FeuzazDI09hsalBM6hjgiOsqg7xNdJNjyTNUdk/9CTgWx1mejNd +k0vNUcXR1OR+sB4H1b77ZH+zQO2VJ5uMp+uRmVH3VM7LGoVT9vamC/VQmHRW +DU23xnNb1XJLpgZ4WD/Tk+ywRsDl/vNOAg3YweMZsiR+GToWfAl+ag04FcyZ +rN10GR3GARtzQxtwuMvSK3SzLT7pOAqy7GxEwJedH7b+uoL2pgPWHMqNqFtM ++9Ela4/Kw5zF/2k0giP0nOdrI3skaWec3nimEe9vewZrvLaHxcGxqJ13GnHH +9cK46h0HTCqfWWfU3ghVgjazvNYJ8zLqvDmOTahx/vE+uMgZxLhmU8jNJvjQ +nJ9WdTsj8ImOt61fE1qLuSREZ52xXuA0KRnfBK7xC29PyF+DErN9R0J9E0xa +pupiMq/h5lBceNCmZjAX0p83ZbpgOXyO1+pdM74fLAp52OIKbb3fTRo9zfg8 +f4FlmeaKUHYmH7HRZlhOiMtE8rlB9A7XzOBcMy6YL04Rxm4grmzpPCX+DstW +J79nfXODt/bJCNx4h3LTXMpXwRtY9Str7SbpFiiN2jQ2P/DApnbNn1Bogef4 +gynZYg/sffax10qlBUfnZRIKhjxgfXT149xjLbgeQOfW2nYLzfEW0pruLZAu +4xW+0HgL4apCqnZNLeCXWPzsxXEbIrcDLUvtWhl7OavnWI4X9p0UPfzpeivU +vgpXrPvoheNSRbLMXq3oXrhxh5XNG95tYzTdh60Ic6lfdLrojXER9Zsjb1ox ++uHZuV0cPnj59mcoG3cbmltpW52qfKD0z6zEMLcNCWrURlvchf6x6ruHytqw +YmNgV3zuLiwfi51Qrm2DtlecgpDzXUQoj3wV7mvDkXd3jGWe3cXU1QtC43/b +QFU8423E6ofEz2duOx9rh+C0/qJMhx+Ya3U1w6bbYarA96zOPQBt/nvfN27v +AEsP7/KrtcFQ5W1dFbmvAwIH4v1rdgXjRby58oWDHViOr50hDYLhl/sgmTzT +gYbCyIKXjxj1A5MuG307EKrG/PChSAhe7Hiy4Up/BypX+myPKN6H5tTdfHbN +Tiy9UjuReTUMYhHff72kd8JPtotpUDYSlebeLwt+diLp4nE1IbVImO7hNy5f +6sR+sdlHNicikdinWta2qgu9ypwVu9wjsVE0xJ1c34Ur7Yt3btdHYl2m7M+9 +6ML15rGts5YPwVZvPV0V3gX2X+2HfHOj8H1xdKRXsRtnO9SuBl+PQYlNeK2u +UjfOddb8KwiNgU8/kV51oBv1atZ8M2kxWF/6xPHl4W7kGkn0Ph+IYezDC8u3 +Tbqxpizu5S8iFglzfUJSQd0IiPXtP8sbB53Z9tMuo93g5Pl7iK8qHs+/lbfw +PPiAa9GE4X8mT8AjmkFSqT0o/3VJc6UkBaF2xZeTpfpgk5579cuGDCwczKLa +evdj/cREJ2dYNlx31xetrxuAwscpAYUdrzCaW3+/S2IQLX7haetfFeHPlZ7H +224NYSbwtlxoaBl2aKxeuVz+CaPlpoe/+VTgSIqEzasNI0ha3aOrH1ONG6KX +toyZjOLBBq3jB2ZrITd9hqv/2GfEqPIqOds2gJ93hqP+92dEreI6eh7NYK16 +nCeZOAZqqNI1Ts5W2O8t/7hGbxxafxuOftnzHllHLZIrF8ZRMcRe0VzSifnv +wmsnYihQVbsVtaDZjWLDIyzR2lRkE2sds399gLdOQFLRBBWZZa7tuXG9kBjW +HUgN+IKAd9ycqbv6oarsHy20ewJZLaXzB6YHYLK54xfzhwkIX8n5nus/iPmW +sHFn369oCN5h+VzpE+JYTV0NpCbhHx6hOls1DP6R4pRV9ZNQPb065M/uUbDd +8T2tcm0KKrs2xZcbfQbTS9O88XXfcO6Zith2pjG4JOSFrav9hiNVI9W1GWN4 +uyOIg8/pO/jz5v7Gq42DT9dF7i7PNBaqpxg9H0dyDS+XKt80wnXoq1Zej0NR +JWdqln8aFT9yYmfLx3FcdjLdXGgaVgdY9vVWjSOE3VRCQ2oasRcj9j1oGgdr +3dH1TKrTuHtcgaWpbxwLBySYvKyn8a618O6puXF82tn5waNiGvU9mcfKdlCQ +9J3vDkvVNByk8qc1d1Jg8dJQJqxmGuOri13a5CmYkuq/mdw4DUnV9t2fdlGw +sGlEtKlzGg0KubfpyhTwcU7bCHyZxm0VF5YRLQoOT6xezv2PhsKxxCNfz1OQ +/xRSVFMa3mV/DYkJoODnrZ+rzc1pcBs26esOpEDpXMb3YUsaFoMfsvMEUVDO +y1vYb0tDu3GAgG8IBY0+IxqtLjRYUzzHjMMpGLK4c6kgkIZ5snVDXxwF7FvL +E3xyadj52b5qMZOCoyxXvf7m08BVTdVbm01B6OgWi1uFNJgsJJZuzWHkjQvZ +5lpGw6HtMnKGeRSIrDlfZlNLwzDEAxILKdj9fan3eB8NJzZafFgqp+BinhKf +6AoNTj6HOvpaKSg5v8TTyUTH2LNX6aNtFPCwv+H2Y6Hjt7+P1Nd2CqpN1Dmm +OOhI6nuw7kcHBVs4tf8V8dMxnOJauPiBggmrUzT9bXRkLpqN1QxR4CTs8O72 +aUZ9NL3m5DfGfRt2NimcoyPcWIJP/jsFYtfI+nFjOnLv2zNzTlPQ2eRSrXOJ +DoXk7Pq3NEZeN49SgSt0rCsv7xKYpWCxIzAt25sOWb+MLz6LFPgEPPP9lEmH +zc91KydYqPjvxmpd8xw6WG2Pm8wznGDruG4ij47HrcoB8axUFOqppJJFdKxx +zlcaYaNigq+rflUVHWwT9wSNOajQe8rEse0DI1/kaI7Af1QMhF/uzOmlw2NX +WlY6w1a+bXG7B+h4euqpizIPFV5WcdvUhulInOy+cIaXivztinonvjLypEzE +3eWjMvbfpQduf+iM/8jFrBRBKlJfNJz9/ZcOv2Kb3RLrqVBM2CHmzURCLOO8 +71OGj95ZzAtiI7F3Q477ow1U3NYK73rMSyLBYKnCVYiK8Y5KgVpJEtph1i+W +RKi4WiM1fFiGRGexdZqlKBXLBSFprbIktJx327UzLBhzVql3J4lWxVntJ5up +0DGhn5tUJlFur6cnL05FzqToYx59EiZzeoGCklQEPQkwGzlOIuWV2oo7w1YG +NOncUyTs68vpfQyLVFTkHztHIlFWROWhFBUh4RcaQy1I0CZuXluQpuKydt19 +E2sS/zRpWXoyVGj+2n5KzpbEe6bLpkkM/7L4PdTqSMJZQXqH5lYqbJXiZzk9 +SOQEy1u4yVKh/Z2pdNCTxJjwxguVDIsl297O9CIxWfGglW0bFX1r9q/W9SfB +KkhbF8HwoeE+keBwEo2xLKoPt1Mh/pAYN3pIQmbrFO09w8uH0zNkH5Fglljc +yLmDiqJ8t93NCSSkwy71eDK8xV9AZ3U6icVdKqP6clSs7L/9X/8LEr1zSnp3 +GP5Io3SnZ5H4Lccln81wxLnCi4dfMfoTwW/EtpMKB+5NkuuLSHBWKyUpMKxT +c3fySwnj/Zx4Lhox/G+7wfWAChIngivU0hgeHH29/0wVif2n/E3fMVwSLbEi +VUvi4QnKwneGnVZmguqbSBwd1b8vJ0+FbqHR8egWEh2Sevd0GZa2rea3aich +zNb86zLDn7rCn7J8IBGjJqv5mOGywEXLD70k3J4wbyxkOPrApW2pAyRu5R+y +esew80wj3WWIxDmlGZkRhvXS5Is0R0g0qf69NMuwzPkYj3VjJBwF7HhZFKhY +xbtCjFNIzFkp7uNneKTOmrVggsSPjSe7JBh+c7P9ne8UCTbbBoo8wzE794Wf +miZR2RPmoMrwtfHE0xIkiWy5DHtthvVjWYVnZ0mcD+Id02dYVt9htHqOhIFe +Q5shw6zMPc8jFklslmqSN2b4c/GBK2a/SRzkFlh9keGKK6kKin9JqOhknbnE +cKwY1/y/fyQe2IQKmzH8P3bq9ok= + "]]}, + Annotation[#, "Charting`Private`Tag$15415#4"]& ], + TagBox[ + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[0.015], + AbsoluteThickness[1.6], Opacity[1.], Dashing[{Small, Small}], + LineBox[CompressedData[" +1:eJwV13k8lF8bBnBUSH4UKmQpUipbJaI8l8iaJZGIRElCZcleSWUrW7ZUJHu0 +kH1LQmRfsjNjnzF2KZXEO+8/M5/vZ57nmTnn3Oe6z+y6dPPMFSYGBgZx+sv/ +37WvTLRV0M4SGn7dG15wHjm6XpXfcZBPFmf+DlimmT0+fjghNi6X7yQ+ZZPu +eJ3vPz4msNvXfY8efLiStHyXNiqdaurOieczguew1Eey6QGl3cGCqWvCpmiK +7pWhkE4qrWhffmq1xwJKz58V8yyZKk0+7Ki2irGCjeCazWkOB6Vz1r8+RvBZ +423PlghPU2+lalX+wqo4G3T+3HHWKiVQSUZUKfuH8DXsr/L7EUuKUopjsswQ +S7bH0Y0KCXpNr5RYR+4nGe+5gT8Hzn14+zNDqWSovanKyBEJIg0FfBa5So6n +rbXNY5xglZO5pe2/MqU9FT9rfnQ7I+xHcPT25iolknSAagjfLdQTAi00kwal +qATeCjEzVyz0jIj0PmhX0ubMPF4e54azhXvY65N7lBh8jhUbk93hcF2+6dvu +IaWC2cYjc8KeECuPUl1HGlNysLDICbDyQh/3aYPHryaVRJrnpHYme+Nim49m +ZeO8Uo+S75uisdt4P51ULPj3h1LoOy5xgz138aTAPuvDjz9KaoIpKbSrPpgo +saTs7lxTulvzfPNno3uYHZQxUbmwjjC9O6oX8vMeMjKskXWJhZCVkwgxjfHF +8AW5fAd2doJz9laDmPx98B8xnc0t2ExMpn7c+L37PiJ9kniXG7mJLxeYNcs9 +HkBZI1l02nA78Wqrvv8jvodo4E9Tkzy3g/BuelptXPIQ0e68DHtHhQljvyEm +UTM/HJdZLA+4L0IcVNp3Yu6vH8JbI3+7XxEj2H86+ZTG+aMkiN2jM1GcoL4t ++RigFIBVs/e2vpAgKq3XrRiSA3DnM5nRVlSGiBfQUdzpE4hCtgmymuUhwqMj +ymNaOAgltFGFlT5ZwjCYVFBUEYTQozmn7GPlCamTe34+tHqE9NF8ydx4RWLj +yo3DBkyP8Z93zs0j80rEWG6hk2DyY9xkLDZuqFcmPtkzZNNUg+HwlZdrqE6F +eC6qNZs/FgzPQlqy4++ThEFkn53enlAkFqz34l3QIiROiWbw14ZC9Upgz9ZK +HYJ1nQOVcjUM7YvaXeat+oTzhb4I0/XhkLproDkUZkBcLF798MkoHJvJiauC +5w0Jna2ibWKp4RCT+2v6R/MsoeikMf/4ZzgmPXkHYi3OEVv3hUuZxDzBiAST +mjiLOcHkl6dbTnmCXU2v1FtfWhDzQz0Ou+UjUNY3WGCca0mQj/97/CggAqE5 +Ft0ZMpeIhthdb+a7IxD8M4il8OtlouiHWr2xeCSsqlofDt6+QqSdtqOVeURi +OfaGZ7jeVcKXNXdvEF8U1GIWlO6ctif2azwJzHGMws+axJ3NedeJdr+btP7a +KDyd4tqZtMuR8K7W1d4gHA0JNbIJo48TsXudxBspt2h4iicYJyw6E40n2NhN +mqJhVtUzlXDvFuF6b8LBd3cMKgUo6jJ73YiafylSHe0x4G++lDP2xZO4efxB +2L99T6HD8kAhssKb4PW2mt/j+xRTrtvLKb13iGu/BXM8pWNRInmsYU3Ol+CS +X+FK9o/Fqlowc6vrfaLEtc+lkRQLSVYb1uaaBwT7YswR4eBn4BRlT7VN8ify +D7rGaI4+A9fNSrd4qUDCwtHwl5Pic6jpJybKtAYRWTOcxdUTz3HZUufjoHEI +YSIxyzeLF8icUuquUAojGOwbvbY/fQGthleWX16GE2cmAo/bqcXBL+DceNuX +COLvnqvxkXFxSNmbk744E0mkXFFbLVuMw9mVWK27u6OJnyOMFZxJ8eh+M242 +Vv6UeLlraKfCn3hoNN+paBd9RqhblvteOv0SVj5ia/rPnhOxJC/V/NWXkP8W +qaNcFE+cEDBNIZ9NQK7b+sNDlxKIyfPyG1jfJWAt98Z52fBXhNC05+V3kq9g +2HVks6l9EuG8icatYvoKxhE1zhdsk4ma/SbVXQ9fgc/KgUXIMYW4eU1OjGHg +FSL6qvqkEtOI6sDUziiWRLCcM+E92JBO8L7m8d93OBG5Yu9DDRkziArKd8qZ +R4nImKsRdop8Q3BZZ71OPZoErxvrbw++zSZsHgiZKlonQehBgEKu+weiNClk +Y0tYElRS4L9XO4ewHra3+01JwkHWPaaNzHlEEUM/fwhXMqQ6qYkOC3kE+07t +hl1EMiYFLq0LGcsn8i3EJU5FJ6OGWM0/Ol5IsN19OjBYkYylIvXpY4tFhEU8 +c8it6WTEb6FtzGIrIZgHxmbiVVOg905ebci4jDAxTcyaX0hBbeFYdXV+BTHX +b8SWxJ8K8bWoxsPnPxP+FqxXDFVTQWtsOZ66rpLIvXyTvyAqFYq9fvHrbKoI +jhtKft7yaZCty7T9YV9DpM7PD0pYpqFLqLOu+FgtcdwlRZEcmIYJMRZb1y1f +CTuPTfPKfWlouFGZYdBSR3y533ue+U46rBKZmzVimwjzDSH5hanpMJa09Lvy +opn4HqC8+VpzOqLXxn8FpbYQO0PSvzQIv8ZLhcHNZdRW4vZTV5knla9Rd9t/ +8B/xjeDm3/dYZeo1TgmXCmeRvxGZcQPji9wZiEx7+J/3/Q6iO1H1hfGVDAyy +bDmW29VJHHq7hVmANRNJxgbdY7k9RJ3UF8smmUwMJzd/yXDrJSw/eJTeNc1E +gF+4twzRR4QUDDoOZ2aC24Yzsb+/n5ioeNefpvsGFkH5e0WMBgkfVSs5E7c3 +uNCr6VAgPERsq+F5sjHhDaKevL3FGztEqDZ4qzvMv8FluXeMqk+GiZedWh8O +Rr6FeUvQi+C0UeKIyb9No6VvIbNJkNvp8BjR2JdtEzX2Fpe6VBPcqsaIP4Pb +BX4deYcZkfJavplxwmhy3L+s5x1W2t+tKthOEJvWfM01hLJwubdZey/bLBF7 +7ZyFhHoWdBr5B7MaZondHRKWW25koXd0QHrrkzmCyOi+3P8xC96q8mo9kfNE +cUZMfqFUNh54MtaOq3wnGC76ymWqZCOSMeb4TO53Qp3HoTDOOBsSJq9shPcu +Et/unij2vZuNR/vrzUR5fhAzhtNlp5qz8dTP3uHRxiVCdmO3EjGSjaA3Aq9r +g5cIr/LP5TJL2ZjxnrnnyPWLYNn3tGKr0Ae4Dt0Z3iP2m9i1eqJ68PoHXBQ5 +Ybf92jJx9vXTBpf/cqDy/d6vZuc1Iu7CfR2bXTnY1xrt6ryZASNc15tMjuRg +lbqg+deWATfvqLQoXcgB9+OBzmdCjAg6M9PO8i4Hn8/3SUTFMaGVpcdwuSIH +NVubDbYzrMO2j5Ud0x05OP3fT1blK+uQvDe2q20lBwZTA/UxsuvxcUWl74VO +LlasZfdOUzdgfY6kWahlLvI8kndKmTJD+yrvwL1buegelvuORmZ0t82QrsTl +IsNNmJlWyIKFtNhh6elc8KT+ezqduhFiBrMTVY/zcHNl8lrx8H/g99FQvJqY +hx+fPZ8w+nBg87tXj9kK86DI8nOyR4gTy6yGUgYjeXgzXKq3//BmtFYUupCP +5sMrSjwu69EWfJnd/MVXLx/Ozu/Ja6NbUCJgt03MOh8PRcQnCwkupHoIFNuH +5eOrQc8Gx99c8JLxXf09no9Yux/pbnd4cNOiTz/ubz78HZYMvUd4YB1MD7Mt +Bei14KBu1NoK/YlxVf/jBVCjONp08W/D7lfaQdyRBZjaXM+Q2bYdzZw8PFLK +hXjmH/oA4TtQpXT9StvZQlx6fslg/WYBFNnXFNyyL0TBsJxs/BMBJNd6mJbG +FMLWdOegxXNBePiQXmrOFKIuq3Tnu0phiMyl7bv8vAgaoqIhrgoi2C7I4M2c +XYSNmXZDe4NEwH7KtDHjSxGMvLKvzfSK4Ffappvz80X4r5vnb9ldUTRaOObd +0SjGZ7YGztLO3XBvVkDsj2Ic5XZOfl26FxxS+eN1rCUwKFbTVdsujpQQmeC/ +AiVY97d9/R8XcbTp7O21UCtBj/V6vSyZfTjQwOMiFlOC9R7/db8o3I/B2rm0 +HPlSXDMgsaT8k4TbXnvdsVOlCKBF8ffbS4E9gLK41bIUQSfd7hj0S0FBnaTs +GVgKI4eIIuZyaURW1/ehtxScA53ZN+pkoPE5laPJqwyX07SKdMoPgbxzV/5q +aBm+PpfZsJ7hMG7dizOTSS5DkGNrjaPKYSQi8nVkQxnCjO8bO9Ydxt+P91TO +C3yEPXtbvfSQLLJKzNyoHz+Cku1euHRQHtvztpAZGT/BvSBx7bDTcZgH/zUa +2/YJBXUjmvs6jiPJeryhRoLuZll2yaNKkNhaXPzY5BMW9zOdtV1HQMXNMnpr +9ic0SLVXTKQBcnHn0qKkK/As4X3urycnYBrYOOynWAFbJu7QK40ncPvWCUF3 +tQqYXDjcY8+igs86B6JMzSpw5YHqIXUfFej8W/UVCqiA4TtOHwM3VVhZpF14 +Ta5AZvkbt8r7aniovePZM1oFkvdPvUetGtLkwjse/agAi9P9sqvs6pjm8Dp1 +ne0zmC0Fd3yMVYfbJ12FQ3Kf4eM1de9lsQaCd/7kKQv5jJs+L/J0BLVRMKJK +71yVOMlkmbvDVR9dmr4LIRqVcDm5fPp1iz6W3pdv0zlTCftiUdzbehry3gpW +X69WYgF8uuzOp1HELb1UEVEJ5iWx+g0yBig+yb8zZ6IS6/WzWTkrzqAv85ya +42IlpH7nsq4tnsHy5mg7qdVKfLrgJXtR3BCKJM78TO4q5Gw+X+ocYYgS1w3a +yUQVfX5XTf7YG6Esbd4lKqoKul3pkoJHjDHALvXsTEIVNsyIH7RyNMaKs335 +5swqdH3l19/51hhKoLCGfKpCKHPpay6xcyjv7o/3m6yCmMeT6H4BE3xira11 +U67G15wve17uPo9Ku/gdptPViLl3UYbhuQVyafb2FkvVSDw4azw9ZIEUW8XS +ywxf8Mxx5Oc58Yvws+k+f4PnC/4E1fNlF12E5qUtzx8c/4KIHzplJTct0WLq +x/s++AtOu8uNzSdZYUDz+tZ1kjUIzaMyXVSyRlPtsSus8jWoPHLH2u6aNcrV +2fL/O1GDUZP61k/R1kg4mW7Ee7YGQ/LPhbXnrHFJeThS8k4NuPZfXR5PvYIJ ++bNcJk01ONirYOa/6yp+7lHifHe9FjH2LhGtRnYgRlRqH3nUYnjyjPu5MDv4 +x2v62D6oRbhs8TWVejts4zGaE31WCyFmEQ31E/aQY7RveV5di2uc3Ilcsg7w +6I8NC9zxFVsN4m7ulryBlbAfnNZ1XzHQGH5W7qgTTp5arj3R8RWFAUKckuZO +CGZmuCc8+BUxfVOqF+45QfDOpvm+H1+hxZjDY1/nBMJOpNVgZx209+tzqFo4 +w+fk6XC412E3Y3kwf6QLmP682bxDrB6/9pKHBA+4YUeTyiKk6+HCrJXSYegG +2cTeTmuFeuR9nzlTfdsNV7RYXrzXrYfWvTYV/RY3fH12SUzFrR6acR17+Nzd +EabIp3itth58pwiGN20eELjtf7nwWgN0PtsuKeR548hpQfUBlwaEftW1vzXm +Db3deeKMdxtwmc3nxizPbfg0Ds9oRzQgk/L6V6LbbYwIKHmQSxow1zWzyq50 +BxkfF4M3sDfi0L7txiJddyG3Zllg+L4R1uxvN1gL+kJHt+K+WlEjjg9WbNip +4IvLL4T15Ssbwf3MrfufkS/C5clU/q5GGDqMnBMO8QXtphnfyL9GLK6/mLay +6ou4obO3HXWb0L2n+4w87T4YK7VVQqabcGv6lJl1z0Pwbs7k8FlqwtNSfSLk +90NIWWzsd2RoBhS2Kvbz+uH8cq2LEU8zmo08xymmfsg7pJa643gzGBYF5j6R +/GCTDNbMx834oCs8Fzbtj8aHss01+1sgIvxpwXJvEBQ5G5ieHGnBjhk1sQD9 +ILx+ZiVvptyCn9vypgfcg/DgfeirubMtUBKqLN9eR7++Z8KZ17cF3boros3X +H+H1gfjtdt0tmLrAHGVW8RgqtPvZzCqteMB1rXf8USg8pZrr7TVaIVp6mV+5 +OBTZLnzjrTqtsBHm2tdMDYXQahbfi3OtyMo+LOevFoY/XKT70tdb8X28kJzH +GI7s4/JnTWLp19tfXQipDodw+NSfjNlWKDRdsXhsEYFyK5+MnMVWlBR6a+u5 +R8DiMLdp6e9WBKoIRe0Lj0Bcl2JRI1MbDP98dN1XGQFewUduc9vakP21nqa/ +NxJcmeKLsmiDz34XDdWlSGyovjL9KawNVafCv+1Mj8bUr0Fyp0w74ksL5iPP +PUPB1bBKbbl2BKb8kXb3fIZ73UTap2PtONrfPOb14hm2FcZfz1Bvx1aNztnR +wWf0fmG2ctu8HW2k08qE3XM8/9HFtzuwHdFREYm7/F5Ac6HJyHmwHcIbuXg3 +d8QjZbK0niP0Gx7GJBlOOSTixlN9UbvIb6h0g3q1byLkT456f4n9BptTghnv +YxJRH88meTv5G46kR/QWViRi4bRpGK3oGybq2J/HbU0CUbhkWD36DX1Mg5L5 +lUnofXCQ5KnQAbWzs4f09qeAQzB9bmysA4ZftJevyaRD2fgBaZTWAc6Xv9h4 +NdPhHHaxYWS2A8cL1oK6Lqaji5E3feh3Bxxy7ow+DEvHS0qgxQB7J2iqz13T +59IhlW3X9E22E6L9/eEsua+hqyr1pvJhJyT/uV3RU89E8LV8m1e7u9Db51dU +kvAOS8pvxmx9urFQ93iTIS0Htw5V522r6oFY9S0eR8NCDL6vfty2qw8i/247 +/v5Uhr92HS/2efVjYceSxjfTzzhwgmXVpnQAQw9KbI5froZG0q6rH7aTMVP1 +UePhbC3cBS+KDJsPwt+m5Er1zQZITJ/d1K07BJ0EEZ6LTC3g5pxnrV4egvR2 +oRuDt9uw/tOLLNG4YUi82Va9bPIN9rKlvRtPjUD7Nse/KaNOvNG69Kp8aQQI +Tc2iHu7Gzyn+zZSYUdy59i7ZrKsH+YYa66JOjiHBl9PP2qkPgaeK/AQ0xkBi +HfFZc+uDueo+1lStMdwZZbV8ersPTIc3/VegN4ZRh8M1HwP6oMfVsq3HZAz8 +FTKjY/F9mGg13i9wfQy3mOv2P6/rA7+ejUFK9BhEEjddDBPqh4+mX0IeZQyh +D9/a8pX3o93C1lyGNgabzw/FKiv7sdv1FN/bqTFc103Qu1rbj/rELZHJ82P4 +FRk2kNbaD56/8f4Ry2P4wSz5enmkH6/fFVx35BhHwrEp5kXmAbRyTRyTkBsH +7eg2re06AxDZ1/A7/eg45uOeHdU6PQBXvM8XPTaORDlC191oAPwOt6R3KI+D +UeQIqdZ8ANZfGETZtMcx+mGjmeL1Afx252ObuDCOVIry5KWQAewiafck+43D +TorhYm79AB5VHss6GziOEP3nIgXNA/ieLuHP8ngc2zd/2JTXPoBKZw5Z+/Bx +zLrkqyb20Z/P2h526MU4OKzWMZ6YHMDrw6Yan7PHIZX243IkKwlSj64WkPvH +seOqUprTCRJibpqEhJPH0V3qu6njJAlrRlrWKsPjaMhJUz2oSUKr8AGuNMo4 +WjqjRQb0SHDKn71+fWEcQvoOZxfNSMgbchVbYaagpvK5jZgrCYryD6P4DlEw +lbydCEgmoesSn1y8LAV/XbpbNqeR4BL6vnunPAX5t37HRb8m4e14D7/4cQpO +eXUNh78jQShKMlFOnQJvv9Bh3UISmBa63hmep2DXb1G+oToSXgo46HebUzCr +fNdXoJGEY5qMC+cvUlBunsxi1EzCrYQDspesKeAW4rLJayeBonuvxPEGBX5K +IgqK/SQ0ZO6rDblPwTLvtgyTKRJsu8ptt/hREJWWsF19hoT1TEZs0QEUlOZF +BEjNkUCY3tWNC6aPJ+6r9fx3ErJZvn3LjKFAoOLEmPwyCVHWt4dqMylglePw +6mAhQyZ8y/1T7+jzMbT9kNNGMppK00RbsiggM11vZd1EBjN3m01XHgWncy4W +i3OQ4fFZbGasnAJ9Rm+OAzxkmAu1/GH8RoGvdPD5o8JkcPA555d2UrBp28bj +L3eS8Zl7q5NrDwUbBeIYVneRsWej2cQEiQKKHtuBN7vJmFukdLVMUBCk/Lyp +dB8ZSbNBEUFTFFwk64bP7yfDiCahpzpLQWy50R5hCTKKyM5fChYpOK+fUH1N +ioz7dau58asUmAZci8o7RIZsdeLNc4xUrEZOlRYeJoNafvLAlvVUsD3wTM+T +JUMn71HSw41UfPRXrHohR8bqe0kLgp2Kh1q5c37yZGRntPL95qBCW7eq59pR +MrYmbHtiz0NFrIp2r5AimX5+KdYR206FaPW2mTm6vaLMWQf5qFifIVZQcowM +clCSzxlh+vPKGyyVlMh4fUvqhsJ+KpQLF8aXQMb5m237FiWo4Prh7RStTMZ/ +drfG30pTIaS7lix5ggzniyXmO49QcUF5cUlbhYzd5y/w9slTQZuhcbfS3WXE +0BGpSEXC0HirnioZx7TVT7EoU6FktHm3wkkyZk/SmD+rUNFu3lmQQvcrBFd6 +qVGxsaxxZKMaGWcUpe/KalKxMqKeZkv3+iPtCrPaVLQZx6xV0F0g7fozXZeK +rg+cM1zqZFzbz/vB6jQVhSkbr1vQLSBW6rDDkAqrXwN3kuluFrYQ7zxLxZlH +Y4IjdN/jZxwLNaHC/9ydU/waZBzempKgaUZFlAvzBh26KZwaZkwWVPRwDGu6 +0x3LNrmtzJKKa26OW+Po1t4Q0u56mT6erfzXSuj+tyYdKm1DhaSrmko73dnL +7Vo0WyqElc0TRum+9NN1Q7I9FT+U6+/O0s0zz/vZ/AYVWdb/yN/prp0svb3N +iQqP0ivl83R7jVscbXWhIt3TdccE3RJDjD+C3Kjo/v3qRw/d5L6ULFVPKtaK +LDSr6A7v1LD/502FrtXerel0q7RO7im8S4XlZ1fTh3T/rA8ZcfSlQrG9htuM +7oFNnbYrD6joz9yZKEV3pY7AXIA/FYfXmXis0OcnI+SyK3cQFbxkudhqusOb +M/++fEzFn/HANX+63Ti/++4Ppd9/fcc7VbovnFZgLQinYsjpY8IyfX32t9fy +NEXT6+3gLf1zdG/m5nxhEktF7VFptn/09f5laLxr7Dl9Pc6pb4inu7pzTPJv +An39e6mFDfR6ydwmkeefREXerNj183Q/OeeiyJVKhZ3vXotRen1Z9DJq7Muk +4hfr3OwovR5P8ms15b2l4qaEW7AZ3QfMwg2Vs6goO6Bq1USv398DQpbn8qiw +/aT6NoFe32RBG8pIARUVPOo7Gej+YvHO4UYxFfvrDtSeJ8iIGDrm6VdOxZVI +g4zV4/Q82fVgbfNnKmS5boxo0H3xUr1fXBUVxlV7tB/T95PEmElE7lcqbt84 +mshA3281VNc3w+1UVB9vOZ1K379vxT8evN5Jd2Lu8KcjZEReW1/0u5uKW16/ +Yzvo+91yKqKak0TfrxFpbtP0fFiezSIpUenjVdv0rZOeH0PSvy7X0ag4wG7h +/VmSXi+OxKTRNL2+P59USafnTdT3xiX7BSocGDaKW9HzSHqJxvn8LxWBXxwU +QsXI2CZ/MEZslYqlzDNl2vQ8W3H3EPjAMAE1d0djRlEy6v8w7/u6YQIedrWN +5vQ8tP4nqrLEOYFVFseMRn56/a+3uHVm9wR4D/60DqPn6+rl7Ufa9kyApiMs +/5Odfn1V60/9fROwK72kd5aexzL3Vd11pSagUayltZ6Vnkdr4l6aRyew2fyB +uSAjff2XF30InQmktPldOEbPf/Pz75Q/6k3g5CEhSbV5EiqLbRiPG0xg7+4x +Oa1ZEkI9eu8rGE/g6X7PJUySsGep3E/Wku7bmTwTwyQYLwQ93n9rArVaQ1oi +rSSUnVbVyXCbwFzp5K2WJhJEslfYxT0nEHp3qtWtgYTZGzdDxe5OgOthOV9e +DQl+00ZPdgZOID/vydBEGb3/UoWfboubwNWCgW5Fej/lJucnMVVPII/s6njH +i/572O/cKayZwLMd/Zck3UlgO3bSxKFuArn/uBy7XOj9Nbb9v67mCTz54N7L +fZ2E7wZzHhm9E1i/i4187CK9/38R1z89NwHBNgEbZRUSgt+9+BvPT8NUU2cO +3zoSWAcudZ0RpIE48td5enUAD9n2f2DZSUO/e6x60fIAvK8W2TiJ0TD7b2nv +se8DsNvV2XZShoZtlr/bZoYGoBnN8XpKjYY45uUK5o8D2HDH10jBiYZ6pzs+ +LI4DyFuY/vPJhQan3PNshvb0842NSYK6Gw03A2PCYm0GUK0vPWnoTYOjw3LQ +lgv07xch+dzwo+GpXuTJUq0BrP969E3yMxoKmexZZ3cNgIl7npGjkob/vClT +7U39yAkwS4+qpiGwUU/H4ms/Lq3U6OyopcGKX//DKP28WDke/1S8kQYB7+FH +A4X9uF90SlK1iwaRywjyT+wHo0W6icckDdeTeneWufSDIcMia4RrEjGx3598 +4O5HzXT3jYStk+Dyq/D+w96PYBkDKXPeSVjIONxSZO7H9iLVd52Ck4jcOxqd +/rsPUrXib76K0z/fF5kjRaKfj8e/p70nJuF6c0ZsIaUPxbsCXnrZTaKiT5tP +T7oPzs+zQrgqJ9Gvk7g7U7oXhSvPAyqr6V6X9enK3l6sWPj7OtdO4sbQ6R/8 +wr0IEL3g2t44Cfa3kjLOHL2Ie8t2IaJ7EqVTAzs6pnvwpfyKBNfMJA7sT9h+ +9XUPeEd3NGzhnQJrZHF1B38PPh4IZN1yYwq74/pWpGe6sEXbWeI+xzQ+274/ +5OXdgQHJ1m+eZdOQfZT4ifUe/X/lS+wes5hBebf1JY7RRlzIktsiuDqDb+cu +c7a61+CeX6LvQOYsogIznsqfLMe7CcEXHDpzoDKZy3TxZiMw3s+SrDeH3Kmc +4zkfsmB9ZkbsvcEczA+5urw/mAWBsrJs3XNzGJYtCn508D0ehZnVBF+awzGV +lfedMm9hK/dsgc1zDn8X4r70Sr6GyEMeTZa0OTA5coRmirzC6tHb/3W/nkO9 +hfarUNUE9M6Mtqe9mYPQMO/L8hMvEX4u94L6hzmE/YxWXkfEYW3/GRe/sjks +j/YV7pWLxUBb2Mt13+bQKRh0UEQsHEX+vy5/65xDm8eKWqtaKKKOXdyX3DOH +BXXZuTMngnEqVSpPhTyHeTcONhwNRIlHU50vbQ6p2ZWxVWL3ECN5JMxgeg5k +81f1kiq34TQSZ7Rrjn5/FEttw1EPiOs4DFb8mEMsl0vndzFHrGfsSAn/NYc8 +z4KSlaO2GMo/Zme5PIetyW9t2fdYoswuWVrm3xwi/lw/K7XnNJ4Kb/q5tjaH +6JIdfDVuN4n/AQGL2I4= + "]]}, + Annotation[#, "Charting`Private`Tag$15415#5"]& ], + TagBox[ + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[0.015], + AbsoluteThickness[1.6], Opacity[1.], Dashing[{Small, Small}], + LineBox[CompressedData[" +1:eJwV13k4lG8XB3BaqX7WIhKJbEkqLch8hSRbWZKlRJESQkhFdpUtlS1R2cuS +nSxFEkqELDNjC/MMlQyyVKT3ef+a63PNXPfMnDnne+4RP3vZ2H4ZGxtbPjsb +2/8fde3H2mu/nqAIRoozApqOqq7QFHYdFFJC3a30AS67EbU9TxKSioW0oMIY +lr57jp/CEJEMuCpliC0mw4O9VooUvZaeomQhU9THPFfSP6dJkYzYnPFPzALx +9o5uXyeMKYu65+JtpazB6l70KbSyoXwL7qy3jbOFldeVLNrvi5STdvOv7gvZ +4YxzsrnouSuUek3h8rdJ5zEtPxQZk3iDoiihVjAjdhHqDy34qyYCKUnLbJ5v +S7uEw/xBj2Z236FwDAemmkm5oNDCuynYKppS+aWj5a2pK76sHRdf9TGG4nrc +TvdUnBti+iUNbv1+SJGqnW2Y6XHHAb2c5femn1D6d97SjBTywP2nUV+6zqZR +Yp5srN1m5Qk5NtvBfPUsii539sHXSV7Irom6KpyYQ2HzU60wG7gKXmfb1/Kq +BZSyiY97WWLXoP7E2cB8oojiZG1ddMv2OqIu057v+lZK2drKUtiSdgOqIl43 +LXdXUKhqATkvGT7oSui39vhQTYnK45MxkrqJbcvkz/FY1VIOb05P/+rgh1ta +NuH+PnWUmw2JPG9M/aHmWKpn1VxPsbg5Yhg56w8p0RUqbkcbKUr75CMt4gJw +wreh//6v9xTuCY/mbfsDIVQdlh9N/0j5lvGKc7onELFD9htVpz5Rnm44Fhom +FIxcx6CA77afKTda4uvNKoMxb3c8sORQF8Us5MsyCasQpD9mGXigh7Ju1s2v +KikUYfpi57wTeimjuZWvbqndgrVKTlrEbD+lzm75osnALYjHKLduUvlC8e6M +8R4Xu4Pm5o2Pfo0PU0wi+ste1t6BD13xtYMtg6KgJTUbbBsG1b8Ww25jBIVR +XO62OS0cpyw/xEopfqXUXGIr+KoZgRvX7D68nPpGSZQ4OlHKiMCqSRfd0sZx +itEDuqOhVBQC93MJW1tMUuT1JJ4LN0bBYX0Bx0m7KQrHcqdRpsNdnEy4Fe10 +fZpypmKpsMY0Gjcm3lR2Ns1Q9DdItG/LiMZN7bGFRPY5iorbkcnw2Wj8EHvG +b689T9kgG61gHncPTqdf932f+U1ZFlJi8Jp5DxwyCdwiZxYok1+oTpL770OF +j7Vpf/cipTlBPGey5z4k2c0frh//RwngKJa+IxQD+/RIAWvr5ZA7cu92kWsM +RiK067ysV6Aj5PLX3sYY/BXzfXzAYSUkl8vnKHjFInuCP0X3wWp8PLRmnXlL +LPKfD25ilHHA03/MKUAyDjrNxOWKEU40/E1X6OyIA+ujr0y2xTpcPhh0969s +PBro/zVypf2HjTdsJ6UC4nHUtbLo0BwXLv7aXHRtZwKqJmPOGPfzYN3PuL1i +EQ8xt1IlIH+QH6W7PON0Rh6icFSgOjFvPaxdTebdVBLBvxSp+s9/A/J/cFfU +jyVCqmPbT58DgjAeu33Q8XASXqY5qx8dF8aClEPyg6QkUHkEni+ObkK6/eGl +6p9JmORaM1/5VQSzw+y13KnJ2PdU/PvTf6JI6L+uWbr0GEn9QrK3qsRxSMQi +feDEE0hly94JM96Kb5b7V3LkPYF/8/LR3vGtEB2/di5vx1Ok+JY0R2yXxOWL ++7ax9T3F66psDckOKdTfzuiKWZ0CgztDqTHB0tj4bH2o7J4U+LkaqT9SkUEt +c5ppHJYCrrZClbuFsuCzy3+WcSAVrkk/hbk+yuN8kKiFil0qnvSaW8kn7UBV +aiTnp7upeKWq1CDjqgC7oUuOv5ipcNzGvcjiVUSptYy8Xmwa8sVfaab074K5 +RUr+5FQ6fsW3FndS94LVa7omVTgDuy6tOd5gvg+h1hz2JpoZCGwPjsyg70Px +ucvCZTEZeHc/yFqVsR9cLmohN/Znwkf0npkstwreBdIsV/lmgXd9h79SIwWn +VkaWlmdkwSrrin6BAzB9S53nYmsWji91J8muVMeWyKx3zWLP4D4qZMuVow6f +eE/Fe3XP8GC3xB7eFRrYncu7SoQjG186+bTCxrXwXuGdTYtiNkSXm3zoNjwM +m0LvqpsW2Vhsu6hnUnQYkWWDrkPZ2dBYvqg34qONsdq83kyDHKxO/Xg/eosO +HncdLdz1IBdNoh5mz9P0sNf879qRqlw8P+Jn0ySkj4/0gvMxjFzwD5u57rmn +j9+DgiLze/Mwb3w8bibIAKbfiNBqah7OZJbEmVw7hrX/Ak4dEc1HO/+96aAO +IyRcPGktr52PIK0dmxcEjCHZKW/D65IPrdK8TWKnjEF53nOu91U+Ki5ntLqO +GaPieVxpuUIBVLb/TjDiNMUPk/FqvdYCJNy95VHtZAYlzh41ynABfPo3atlW +m+H66zevFecKsM7L52XNupNYLRtfu0G0EPv+eVfn5p+E+NKh+kHnQiTGS1qf +XjLHiWfxzVf+K0IH63rx+xorJJ0O1D8vXgTBJq8Eh02nMMzn3GK+twg7Eg5V +NV89hcu+Gp/UTheBr/8m9evu07hj/KNjdV4RKvOWH3hQZI1Xixr0R/rFWKsu +tSAxboNtRhNjb8NLEJ8StKBnawdhvyMqDikloAo2jx9KsQNP3tPwNeUliHIw +mqocssMfDhMFo+ES5P0S2nzAzh5tteVXBg6UIsXzuKnT5fO4rhiw9IsoxZ4S +Pj2pJxfQyr1+vYJ6OVa+0y+UcnDGWzVn+/YT5dA4yG554aUzXl5qKPO4VA7d +/AvsB9e4IK3R26IqrhweN+6JPMp3gbdf/2OdH+X4kGwQm8rmiq2sTNlziS+h +q7Qv1szGDVdblZEwUwEZsVVj7hYe4FIoJd5zVEI7wVZL+7YH0iMVIxZEKtE0 +n2R2ptwD7frSNOvDlVAf0TU8J+CJ7c3rr2yLq8RO+yGb8h5PDDayMov2V2F0 +sdi3zOEqjrzJ4Gq5Xo0PT66b4fV1DGwRL12KqobQMbH2zXPX4eGfZKWYVo3v +xR/PHVG4gRQ8ePaguRq5Oreu+jy5gYVX/hqWIq+wW1N10D3EB/mVVl6jr17h +nnppfMmZmxAs4R1gZ6/BepdN/4ylA3AqYsGUIVCD7WLHI3p1A5BqRzQ3yNdg +9+I1qQcuAZDfUFERbl6DpjulI3fLAqDhZRO7oaAGQXf3y9fpBGJf0snMmJ21 +qGbX5hbzCoKtdebpZwO1cJzJ0TkzG4Jg3U0PH36tBfuiUdq8aCgy90V3hs3U +Yva79e83OqEY57qu57zmDTzPvpocJ/euV42B8u59byCTOn718ZFbiNgyu746 +8g3oel0rgzJvo2xY8+Ong3V4K9qtMBoWjm6dgKnII3UIu3pAlKMyHHMvXgvo +G9eh9NDRBquv4dh/Q9m2yaEOv1qqwh/pROAl/8652vt1SM36NHeTMxIVWsJb +isbqcG5g4gIRE4XqzMkrMTFvMRK4nGn2NRp1jsmbLMbrMVG0Mem7VwyKv166 +ZD1XD8fdcON+EIP0CypV59jeQSNzk4RefgxCzvdYuqx/B1rE+z1rxmKgc5Y3 +MejgO2zRF8rKsozFJ4uQjS8i3mG67WWenVYc+nScNyzf0QCa96DTOrkEzEqp +cec5N0L9jf78ViSBMqzRGObdiOC1+Tv07JIQmqzjdyGoETk6nPToO0kQWG/K +knjYCF3+9iyPziTsY7/0KbG+EX+V3R89vpQM796Eu7c3NcHer6DP78ljLN6d +4bZ734TW/QEZH6KeYtnvHJ5N2z4gmXvG76tyGpkLNmUmLz7CzBT+H3ue4WOw +UmuD3CcUPaysOSidD7Ho77+fT7SBqI2bsHYrxvf5wYEuxQ4s/Gi+o3ilHOnf +qj5wRX2Gtk/mT5s91eDanMViMDqxpT3R9+zjWkRcLD3/VLIbHBcI1WcibzGn +nsO44NeDiM4ebqHpd/DYXV8i8JaKXt5Rh9cvmjD4oj68XZwOW6/Aqk1lzVhw +7Hwke70XzQEmw4alrdh+aPXS+ao+SOhnWqm/bsORVHGHQsEBtGgMdFXt78DV +zWe2Dp0aRDzvtbWm4Z8hP35ibY/BF9x+HPhPtbET/NyTHPV/voBVjLEzK7ux +ouZRvkTSEDjvc8dJ8/WAflBLZ/DxEPoqK4fcBHrIeRr/kpgyhO+JF7oqhHtg +WabGx5c1hC8ntuRrSPSgMG/Qg61oCMrbz6w4oNQD6yQJlf7GIWTVHvuTf6IH +L6/l1Mf9HIKuUMvR5rgeXFKqonHqDcPbacr7LC8VtW1duS8NhlEunFf3Zz0V +G5wn/RyOD6PkWIFn9EYqajK2Sb07MYxnzjF8JWJU8AtGu/vbDGPN580r+3ZQ +UfXbbu285zA2Ci68zDtKxdoaLjXG02E8PlLcfsyPChsrWZ4HacMoFDzEuB9I +Rem85sihzGHIc25X/hxCxRnFa3ee5AyjleNEhl4EFcUpI12WZcNY9B2z3/SQ +Cqvgly7tzcOQDOn331tERc7Rs09fzw3jpKTnkt4wFUry4hT8Hsb90yncywkq +XnN96a1ZGIbynsOPy0epaPt8WvAN2whUNQ0VhX5QMXPaIurtmhF8Fpj77/U8 +FRT34z5NoiPYJupMRK6joS2RYt6hPYKTb940QYkGC9+/s8ZHR5Dx1/xj+j4a +hs9UP/isN4JgBvuu1co0zEiqfOo8Tj7/UlC4Xo0Gofy92j2WI+C+bmoieoSG +s2/llfpcRvBnKiDNxIJG5pAwDzNuBPx53/qqbtAQkzzamPRwBEmFcx/nfWnY +c6zEzyRpBI0CPrcV/WlwKzJg1aaMYJl+z+mEYBp+ePu3PsodgfsVRftDkTQQ +K5kRRnUjyMq+tfxXMg3B5UVaHO9GkNC6fxfbUxokLvotvm4cwfhzVeGVqTTY +ftzoJN8yAjjrCa/MpKH/vp7eauoIGE84y/vzaOgSK+R89WMEW/UE7kxW0+DR +7vvmyuQIfr/vm3v7mgb+IN1rcj9HYMftxRNTS4MRc2Qs/tcIZPNPasrV09CS +K9DkvpwBocYbkQrNNLxT9gmVEWLAfkvycCyVhlKTI8tjtBgI83FSoE3ScFvv +ZYjIEQb058RDZaZpOKUpy5FxlIGLBpwDHj9pWLZn7X9lhgzYDD4JXzFHgyHf +JwGqOQN7Ljt++PeHhrE2MzkRZwayRbYdtF9BR1VTY276ZQYq1H9pBq+kI6r2 +wM4d7gy8uLni0NNVdCgVCCtRrjJQOCOy8RMHHQF3B9RsAhhY86tamuM/OoQN +zxulxzIg0/FXeXQ9HT8O93yWT2AgV9BVu2sDHbVqOmaliQy0J+Sp1QrQcX6H +nFXDEwa2b172LWIjHcXrJuzGnjMwNOslwy5CR+iKM6OuuQwYs2Vc6yZtufjp +4u8XDPicSip4tpkOtvFClzUlDLwtcG3RFKNDv9nTW/41A7SG+4WmW+kQe8v8 +U1LLwDP3b2K8EnRMV570VXvLQLXljssfSD/MVg40bCK/TzjPiz3b6GDe+Rvu +2sGA5VBe0hdpOioCXLh+dzIw+L2aPViGjohrg9EBPQxM6P3VkJSlY/fFN7H3 ++xgw+1Zz0kqODj+dkCclTAZCK3ZUpsnT0WF94ZTiVwbmZp9g+w46JD31hHK/ +M8DVt786n/SHFN4HaZMMcEpXJuQr0LF+ITn0/h8GisSM2sIUyfrwBmhy/SU/ +n/letj+kK6Tt2ML+MdAvxiNxfhcd1qZy1wNWEPgx9wh7d9PxLK/M2ZWLALG/ +5d2LPXT8eftQbpyHQOu9rX4rlegwoPuMOvATKC21lbYgPb1K0/bMRgI3VFM0 +5klrbZYS7RUmsHMsveTQXjri93D2mm0m0DSTwH+H9EGbT6aGWwlcrLaO49pH +9odXEe8HSQIrNx2o0Cc9FBHbeliawMIW3sZbpJXSvMPfyBKYXnSpqSEdWmGl +oyZPwPZiT8oMaeonysoKBQLPctucpfbTsZ0pXqe0i4D6w6GtJ0i38Y2pyu8j +4OJ5Qfs56a2yzb+yDhCIapwobiXtiRelEqoEzG/ncUyRbjpxz/2JGoFCHQUt +ngNkPzp57NykTuCc1IK9PGmnwJPjcRrk+R8fOx8mXZOg8pzvMAFt93RLK9J8 ++ZvPRx0hUNUfL+9C2u4dm8QaXfJ825UjvqTLekcGQ/QJOPRf8w0jzTndkMR+ +jMCXmsCFB6RPcWRb+BoRiFvx4lQi6ReikQK/TQgc2xv2NJk0217Xzx5mBMYu +Zjb83yZ6JtGT5mT9de63/v/1mbb7DJysCPiuHCiPIf3rqtCasdME6OeEA8NJ +60YtNpyzIbCtlCrvRzo5fTBo8CyBNFp2+WXSk5V16lb2BILUJbaeJq3RnvG3 +24HA5GjnpSOkY0ZvVxo7Eth72iRGgfTo30tXW50IDFfvfsRHWmX9MSXdywQY +Rav9f5L1jJDbPfXOjUDedQeNdtID6hteHPIgYDg4OpRDetfJX46vvMj3VxWz +DiId7NwrrXyNgPX19LKTpLuDXjNKbhA4KMD9XYa0bGJKiuJNAkLC83/myN/f +pyDYOtefAI/4LPGGtHi/LjUthOw3rwQ9Q9Jhdar5J24TuJ7Hb7iG9HSWfOjq +cAJnPzET68h+rHPnUroUTSB6RQyvDGk5839rNj8g4JF5WaWL7OcHapNDrbEE +ZIwyc26StuPouLv7EQGEKto3kPPx8UfdeUYygZbv4bl2pPd+LlaLe0qgl8dY +5R85T6sex37/nUEg5d8+adn/z9ceiyNvCgjkRqooHyfnkUdIV/RKMdmfoa8y +23bScW1JZVayjMDp9EkzA9K670XSblcRmN/40FeVnO/v1l+WjjUQ6Fvh0/Nt +Ox2mWu1d7O8JnChbbmhAulq2Lre4mcDqvuLluWSeRMykWQq2E3DspcpZk3mj +EOZQNtBL4M+s26lYKTriLptHRg8QOLNwpZZG5tc/06N2GkMExJbp2giTbhPb +zpfJJBCytccomsw7t9IJZ+cpAvGHz08ZbqGDnjioJTZDYOroTxlPMj81/Ns2 +tc8R0HPa8zBelJwHvaL3SosEVv3W29pO5m/JF89ti6uY2C8d/FFAiA6RhvOL +eZxMrLXXrREl8zsk5+TnM+uYEKrqHt0qSIeZl3LAW14mtqbRqWJk/s+v/dsX +JsLEZPV3xXEest/2B8cI7Wai4ku9S+tqsl/OCu1LVmLinYSU3Qty31yJetGz +ZT8T/A1nOcLJfZRLUIVlDjIR0OlxSmU5HaIxO1L2aTMh+N5A3m2J3HdT3Xkm +lkyUHXHZjxkaHos4Hes5xYT+3odLX8n9qKrDPmV5hgnT9mVu96bI/fxku9JZ +OyaEh2vNuidoYBr4V7q6MLGkb7LlwFcamrNlGyMDmUh5pBJg1U/Dhe7XF3hD +mAgmQ7Ktl4YVy0zXxN5igqlMmdKg00CxuGmQFEHWIzaDfXMPDQWrP3/OjmNi +o7Tv0rM28r5i5/OlMZuJzsEE7S1vyX0t+uk3+2cmzI5pSoZn0MAl5F5a1cVE +8f3wGcc0Gt7wb3DzpDKh7OXQoZ1CgxSn1dhYPxNzHy6VTSfRwPrJ7P40xoTL +lk6RTTE0BL5fKk5eYoKt7dqxFwE0PPNQcFGWG8Wqlqj+fvL+ZHm5Xfan/CjU ++bNVcZKG/xw9iNydo9BdSMhIMqXB/UzlqS17SUfMJukdI+ulq623Wn0UbcNz +Qte1aGgVs5bpOjEKT4qnsZACeR/7EDnsGjCKi/5WgrZLVPSt7bqwGDQKS968 +794LVNTpi7BuhY6i7wPnschfVES3Zi88Dh+F8/bDb3OmqZDraFzfEjsKQ+lI +uxomFdY09iOy2aNIjvmReqiVioZRz5yhjlG0emrPFyVSkbDC2sNYcgx2QR3+ +xrJULJ0T3NsuNYZ1LQoKqduosHvbNntMdgzHm1/GT4hToRioedVAYQxZv048 +9RWmoumfzHWdA2Pw+UON8lhLxfyfn34U/TH4cuwRaRjvgdnUnXA5jzHYsA1O +/87tAf9Aaeqy+jHMcTZ6lpH/F6LW+fqWN4zhirvF9y7RHqxR1TJ3ek+et7Q9 +dUqoB8sSOv7rbh1DUmtG12aeHkwbsbyf08Yg9yj77NHFbrS9kzl2nDWGpzyv +In987kZE3qOFZOGv6GdJbnLx78ZK3wBTZbevyMjPu+re2gW259b5w3zfUNo/ +eEvwVCfcE/Mj+eq+oV+uLMwhtgOvtt/m4HX5DmOXQ4sL6W3g1XWXD+Qax49+ +9bpayxb07Wj7fK16HMxZn2rfpiYUPIYkw/oHriiU/eU4XI/T+ft4Ny/9wNU8 +rlNdx2rgH5IS0Jc9AZZtwYOXv0uQN7b5EZc+C1VPjHbyUTJxOznEZsCQBXx6 +qOpOZMDO+Me2F0YsHJNmirRGZECkurrA4CQLvp7TKdd60xF216oh4iwL+dzM +yBTvNFzY93BqzTUWLif0F2gWPcXW4PU6qzNZ+DKh2x+lHYelAz7/9TxjoWBe +OjMkJha0HyMdmTkssp9GjL2HYxB9svi0diELDzojBo1uPsA/OeMrIdUsLM4K +3qCVRqOv/e7j5Z9Z0Gny6yjQCcXL0Plzn7tY+HaoNEeFEYwY1TOyaVQWnC6o +hNX6BUEvQ6FEY4CFD4ZN59+U+aPSu+V9wFcWjNZeFKAc9ULcjr13jcZZCPDS +/LXF/wrchpNMxVksjNCVJdjKXSGj7zRYO8PCo7CUUcej57GCvTM9ep6FddkH +jYXKbfClVNXR5g8Lb7JCN905aoZqx7Sdin9ZeF4Rk1V2VBvxYmtn//1jYYVf +uYtxmT3lfy6NUcQ= + "]]}, + Annotation[#, "Charting`Private`Tag$15415#6"]& ]}, {}}, {}}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->{True, True}, + AxesLabel->{None, None}, + AxesOrigin->{0, 0}, + DisplayFunction->Identity, + Frame->{{True, True}, {True, True}}, + FrameLabel->{{ + FormBox[ + "\"|\\!\\(\\*SubscriptBox[\\(Y\\), \\(lm\\)]\\)|\"", + TraditionalForm], None}, { + FormBox["\"\[Theta]\"", TraditionalForm], None}}, + FrameStyle->Directive[ + GrayLevel[0], Bold, 20], + FrameTicks->{{Automatic, {}}, {{{0, + FormBox["0", TraditionalForm]}, {0.25, + FormBox[ + FractionBox["\[Pi]", "4"], TraditionalForm]}, {0.5, + FormBox[ + FractionBox["\[Pi]", "2"], TraditionalForm]}, {0.75, + FormBox[ + FractionBox[ + RowBox[{"3", " ", "\[Pi]"}], "4"], TraditionalForm]}, {1, + FormBox["\[Pi]", TraditionalForm]}, {4, + FormBox["205", TraditionalForm]}}, {None}}}, + GridLines->{Automatic, Automatic}, + GridLinesStyle->Directive[ + GrayLevel[0.5, 0.4]], + ImagePadding->All, + ImageSize->Large, + LabelStyle->Directive[ + GrayLevel[0], 14], + Method->{ + "DefaultBoundaryStyle" -> Automatic, + "DefaultGraphicsInteraction" -> { + "Version" -> 1.2, "TrackMousePosition" -> {True, False}, + "Effects" -> { + "Highlight" -> {"ratio" -> 2}, "HighlightPoint" -> {"ratio" -> 2}, + "Droplines" -> { + "freeformCursorMode" -> True, + "placement" -> {"x" -> "All", "y" -> "None"}}}}, + "DefaultMeshStyle" -> AbsolutePointSize[6], "ScalingFunctions" -> + None, "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}}, + PlotLabel->None, + PlotRange->{{0, 1}, {0., 0.6307831305050386}}, + PlotRangeClipping->True, + PlotRangePadding->{{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.05], + Scaled[0.05]}}, + Ticks->{Automatic, Automatic}], Scaled[{0.5, 0.5}], Center, + Scaled[{1, 1}]], InsetBox[ + TemplateBox[{ + "\"|\\!\\(\\*SubscriptBox[\\(Y\\), \\(22\\)]\\)|\"", + "\"|\\!\\(\\*SubscriptBox[\\(Y\\), \\(33\\)]\\)|\"", + "\"|\\!\\(\\*SubscriptBox[\\(Y\\), \\(21\\)]\\)|\"", + "\"|\\!\\(\\*SubscriptBox[\\(Y\\), \\(2 - 2\\)]\\)|\"", + "\"|\\!\\(\\*SubscriptBox[\\(Y\\), \\(3 - 3\\)]\\)|\"", + "\"|\\!\\(\\*SubscriptBox[\\(Y\\), \\(2 - 1\\)]\\)|\""}, + "LineLegend", + DisplayFunction->(FormBox[ + StyleBox[ + StyleBox[ + PaneBox[ + TagBox[ + GridBox[{{ + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + Opacity[1.], + AbsoluteThickness[1.6], + PointSize[0.5], + RGBColor[0.880722, 0.611041, 0.142051]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + Opacity[1.], + AbsoluteThickness[1.6], + PointSize[0.5], + RGBColor[0.880722, 0.611041, 0.142051]], {}}}, + AspectRatio -> Full, ImageSize -> {40, 10}, + PlotRangePadding -> None, ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"], + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + Opacity[1.], + AbsoluteThickness[1.6], + PointSize[0.5], + RGBColor[0.368417, 0.506779, 0.709798]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + Opacity[1.], + AbsoluteThickness[1.6], + PointSize[0.5], + RGBColor[0.368417, 0.506779, 0.709798]], {}}}, + AspectRatio -> Full, ImageSize -> {40, 10}, + PlotRangePadding -> None, ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #2}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"], + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + Opacity[1.], + AbsoluteThickness[1.6], + PointSize[0.5], + RGBColor[0.560181, 0.691569, 0.194885]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + Opacity[1.], + AbsoluteThickness[1.6], + PointSize[0.5], + RGBColor[0.560181, 0.691569, 0.194885]], {}}}, + AspectRatio -> Full, ImageSize -> {40, 10}, + PlotRangePadding -> None, ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #3}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"], + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + Opacity[1.], + AbsoluteThickness[1.6], + PointSize[0.5], + RGBColor[0.880722, 0.611041, 0.142051], + Dashing[{Small, Small}]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + Opacity[1.], + AbsoluteThickness[1.6], + PointSize[0.5], + RGBColor[0.880722, 0.611041, 0.142051], + Dashing[{Small, Small}]], {}}}, AspectRatio -> Full, + ImageSize -> {40, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #4}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"], + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + Opacity[1.], + AbsoluteThickness[1.6], + PointSize[0.5], + RGBColor[0.368417, 0.506779, 0.709798], + Dashing[{Small, Small}]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + Opacity[1.], + AbsoluteThickness[1.6], + PointSize[0.5], + RGBColor[0.368417, 0.506779, 0.709798], + Dashing[{Small, Small}]], {}}}, AspectRatio -> Full, + ImageSize -> {40, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #5}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"], + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + Opacity[1.], + AbsoluteThickness[1.6], + PointSize[0.5], + RGBColor[0.560181, 0.691569, 0.194885], + Dashing[{Small, Small}]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + Opacity[1.], + AbsoluteThickness[1.6], + PointSize[0.5], + RGBColor[0.560181, 0.691569, 0.194885], + Dashing[{Small, Small}]], {}}}, AspectRatio -> Full, + ImageSize -> {40, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #6}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"]}}, + GridBoxAlignment -> {"Columns" -> {{Left}}, "Rows" -> {{Top}}}, + AutoDelete -> False, + GridBoxItemSize -> { + "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, + GridBoxSpacings -> {"Columns" -> {{1}}, "Rows" -> {{0}}}], + "Grid"], Alignment -> Left, AppearanceElements -> None, + ImageMargins -> {{5, 5}, {5, 5}}, ImageSizeAction -> + "ResizeToFit"], LineIndent -> 0, StripOnInput -> False], { + Directive[ + GrayLevel[0], 14], FontFamily -> "Arial"}, Background -> Automatic, + StripOnInput -> False], TraditionalForm]& ), + Editable->True, + InterpretationFunction:>(RowBox[{"LineLegend", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + RowBox[{"PointSize", "[", "0.015`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.880722, 0.611041, 0.142051], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.587148, 0.40736066666666665`, 0.09470066666666668], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, + 1.35 (CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification])}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.880722`", ",", "0.611041`", ",", "0.142051`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.880722, 0.611041, 0.142051]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.880722, 0.611041, 0.142051], Editable -> False, + Selectable -> False]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + RowBox[{"PointSize", "[", "0.015`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.368417, 0.506779, 0.709798], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.24561133333333335`, 0.3378526666666667, + 0.4731986666666667], FrameTicks -> None, PlotRangePadding -> + None, ImageSize -> + Dynamic[{ + Automatic, + 1.35 (CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification])}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.368417`", ",", "0.506779`", ",", "0.709798`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.368417, 0.506779, 0.709798]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.368417, 0.506779, 0.709798], Editable -> False, + Selectable -> False]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + RowBox[{"PointSize", "[", "0.015`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.560181, 0.691569, 0.194885], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.37345400000000006`, 0.461046, 0.12992333333333334`], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, + 1.35 (CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification])}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.560181`", ",", "0.691569`", ",", "0.194885`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.560181, 0.691569, 0.194885]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.560181, 0.691569, 0.194885], Editable -> False, + Selectable -> False]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + RowBox[{"PointSize", "[", "0.015`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.880722, 0.611041, 0.142051], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.587148, 0.40736066666666665`, 0.09470066666666668], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, + 1.35 (CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification])}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.880722`", ",", "0.611041`", ",", "0.142051`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.880722, 0.611041, 0.142051]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.880722, 0.611041, 0.142051], Editable -> False, + Selectable -> False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"Small", ",", "Small"}], "}"}], "]"}]}], "]"}], + ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + RowBox[{"PointSize", "[", "0.015`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.368417, 0.506779, 0.709798], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.24561133333333335`, 0.3378526666666667, + 0.4731986666666667], FrameTicks -> None, PlotRangePadding -> + None, ImageSize -> + Dynamic[{ + Automatic, + 1.35 (CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification])}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.368417`", ",", "0.506779`", ",", "0.709798`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.368417, 0.506779, 0.709798]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.368417, 0.506779, 0.709798], Editable -> False, + Selectable -> False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"Small", ",", "Small"}], "}"}], "]"}]}], "]"}], + ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + RowBox[{"PointSize", "[", "0.015`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.560181, 0.691569, 0.194885], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.37345400000000006`, 0.461046, 0.12992333333333334`], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, + 1.35 (CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification])}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.560181`", ",", "0.691569`", ",", "0.194885`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.560181, 0.691569, 0.194885]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.560181, 0.691569, 0.194885], Editable -> False, + Selectable -> False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"Small", ",", "Small"}], "}"}], "]"}]}], "]"}]}], + "}"}], ",", + RowBox[{"{", + RowBox[{#, ",", #2, ",", #3, ",", #4, ",", #5, ",", #6}], "}"}], + ",", + RowBox[{"LegendMarkers", "\[Rule]", "None"}], ",", + RowBox[{"LabelStyle", "\[Rule]", + RowBox[{"Directive", "[", + RowBox[{ + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + GrayLevel[0], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> GrayLevel[0.], FrameTicks -> None, + PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, + 1.35 (CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification])}]], + StyleBox[ + RowBox[{"GrayLevel", "[", "0", "]"}], NumberMarks -> + False]], Appearance -> None, BaseStyle -> {}, + BaselinePosition -> Baseline, DefaultBaseStyle -> {}, + ButtonFunction :> With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + GrayLevel[0]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["GrayLevelColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + GrayLevel[0], Editable -> False, Selectable -> False], ",", + "14"}], "]"}]}], ",", + RowBox[{"LegendLayout", "\[Rule]", + RowBox[{"{", + RowBox[{"\"Column\"", ",", "6"}], "}"}]}]}], "]"}]& )], + Scaled[{0.54, 1.01}], ImageScaled[{0.5, 0}], + BaseStyle->{FontSize -> Larger}, + FormatType->StandardForm]}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->False, + AxesLabel->{None, None}, + AxesOrigin->{0, 0}, + DisplayFunction->Identity, + Frame->False, + FrameLabel->{{ + FormBox[ + "\"|\\!\\(\\*SubscriptBox[\\(Y\\), \\(lm\\)]\\)|\"", TraditionalForm], + None}, { + FormBox["\"\[Theta]\"", TraditionalForm], None}}, + FrameStyle->Directive[ + GrayLevel[0], Bold, 20], + FrameTicks->{{Automatic, {}}, {{{0, + FormBox["0", TraditionalForm]}, {0.25, + FormBox[ + FractionBox["\[Pi]", "4"], TraditionalForm]}, {0.5, + FormBox[ + FractionBox["\[Pi]", "2"], TraditionalForm]}, {0.75, + FormBox[ + FractionBox[ + RowBox[{"3", " ", "\[Pi]"}], "4"], TraditionalForm]}, {1, + FormBox["\[Pi]", TraditionalForm]}, {4, + FormBox["205", TraditionalForm]}}, {None}}}, + ImagePadding->All, + ImageSize->Large, + LabelStyle->Directive[ + GrayLevel[0], 14], + Method->{ + "DefaultBoundaryStyle" -> Automatic, + "DefaultGraphicsInteraction" -> { + "Version" -> 1.2, "TrackMousePosition" -> {True, False}, + "Effects" -> { + "Highlight" -> {"ratio" -> 2}, "HighlightPoint" -> {"ratio" -> 2}, + "Droplines" -> { + "freeformCursorMode" -> True, + "placement" -> {"x" -> "All", "y" -> "None"}}}}, + "DefaultMeshStyle" -> AbsolutePointSize[6], "ScalingFunctions" -> None, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}}, + PlotLabel->None, + PlotRange->Automatic, + PlotRangeClipping->False, + PlotRangePadding->{{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.05], + Scaled[0.05]}}, + Ticks->{Automatic, Automatic}], + InterpretTemplate[Legended[ + Graphics[{{{{}, {}, + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + PointSize[0.015], + RGBColor[0.880722, 0.611041, 0.142051]], + Line[CompressedData[" +1:eJwV1nk8Fd0fB3CJaCNLiy0RQkg9EsV8EinSYk0lSURSyFIU4gnZJUuJFkuF +7ESRLUubnShE7o17ufdOPRFK/Ob317zer++ZOed8zpkzI2PvZubIzcXF9e8i +Lq7/X40dGR21TEsixilK3G4LHTz64u5DYhoQ5rL0P0X5nwd3UkvEDBCb/CLr +JGW6pFzQZYVDqPN+efs45QMtvcVpYhbQELbeZ0VZLkoqa0H6GA6K3q49QnnO ++EzyaQVbaJm7LhhRHr/R3XA66TSmeuiL91A+6jD9Kl7MAae6/rZoUW7QFy9/ +nXoWq4srTqpRVt+oWzgpfQ6x/GtLZCmncttly2ech0iaeOtqyvwjwelWChdR +6tiYz0f55XBny2sLdxy/KWY5o0aH+xEHY5skD5QdF6sbozy4JUw/WswLPhYK +4/WUEx6sq5U/4Q3DNdpP8ikbC+boVKf6oKiKW/ku5eecD9tJaV9MzTZfd6Hs +amtbHHbaD5nZ7yxMKcu2kmobMq4i1i2eo0k5Jk9Y0VQhAE7+QZ7zqnTslcrM +ZDoF4rJNke0w5YCmlFV1FtfxO7BcsI6yhqZK9LGkIGxsP/Y6gPLD1YdDI8Ru +QCUnzGNChY6rLckNVi9v4L7nbORrylYhw9wbT4SgpdPVNYXyiimPwMrUUOwO +9Qg0oHylO+EKSzocqml5nPDNdJhHDT6vqA2HQPo3bWvKagYKUzdOR0DW3+qA +PGV6SbmHVEYkbg4vqqtUpsP09meXQwox+Dp5ZuaTEh0qBzZmizfHYMWvvT73 +KfMvdh0bdYrF1t8ZL09TPvVivqjGIg7am2eT6Ip0rFaKU7NOugWm75oH/Zvo +COIv2RQuloDsvZt/xcjTobzv1s1id8os083alDtD3Jj9zQn4t7L5+1c5av8s +VslV80lEmfOQyhbKTX8z1bo7k/Ah6N/zFbLUfH8mbZeOuosPVXeFQqXpKNvq +nbSfdhdmDnHmYpRt3c2nPXam4JQBRyF3PR0FbMEXDYwUmGaqBb+TosOMcVPH +ZW8qYpgzK2Yk6Lgz6KdfNn8f0+16oQLr6NCTPJb5xfIBIuc8GRFrqf16fAcv +f94DGL89O8hLeT3L90ye6kO8CWMHTq+mw+2cpjzXwEOsT1HMeStCh7BDwdMs +rXQIiFzKVhKkw/rYo4LvPzJBjwgS+sRDB9lvsSxdPAuHy+mN/1AOteV3NNfP +wvmiPiJ6MR0lZ9zEnydkoa/lc4AONx0CF3VDru54DP5IxZ1RCzQ0Bn86vsT/ +CeYZcWXfZ2nY9kxoiSR/DsRf1IS2sml4q9Zo16KegyCILOambFd0pTLgWA5e +CcXv02DREP18yP1rTg6Uo24pJY7TwKjN6398MBd1MzKW+8douN9jVLT19jO8 +avNx8hqmYflCkM2+9QWwtFF2oXfQcOfcUVsVwwKsnemammqnQa5bxU7oYgFy +wyaPLaFMZPee6X9VgDQvpWcbW2l4kZ1UVq5WiNtPLK4deUcD25xVdaC1EO9b +2iYu1dNg+TT5vefKYkis3yI0UESDvCmH8TqyFMf5i4/sj6ZBPHDfTqdHpeDx +vFr/K5KGVXkPI5eVl+KtQiI9I4KG3/zmaqYjpbit+3jn7zAa2mvLPb9olSHf +r1EjOZgGP/Wg+ZlvZfgkNJoYf5mGVkFRUbXd5Rjtra2Os6Phcqs27ky+wHXm +hj8VajQIqJV9e8v/Ep0O1YFbVWnIjFaP+iP5EieUjnGebqahw2TTJ9u9L7Fq +qVdEgiINm9+LesonvYS/dVODrSwNQ83k4+Idlchbfc+nZjUN++qyBFr8quC5 +fpN/yZ8RrC0V+rJoUQ0uV8/zeTWM4PmI/oc2nXpIxG2J7SZGUO+SJnGM1YAf +B5yjjuV8xZSCrmDehWbo3aNnNgl9Bfds7ioJ+Xdo88wQSLMdhuaC3XPz/A9Q +uzfYpmQ9hA83NFqblNsg27vRTZ4xCOm4idlsTjs2ydzednL/ACamh770qHci +WsJD17XiMzLHK98JxHRBTNFj87u/fRCQekLS6d04qSEdv7C3F1Hnys4+lPsI +p4W7NQ9yevBrdy7dObAX/q2JQQ2cLnhtayhd87oPq/4zGRi27MRQfkNkh8xn +LDX8LiaW2Y4/Lt33lPz6UXut71PMylZs1uObP1s5gIRjdM1p+ffYly7jVLT2 +C5jTnNp3sm9wWeqU7FebIchG5596eLkRKizL5b0Hh/EmQGPoxkI9RAS/8zf8 +HkbnI5XL+QG14Km5V7Ax9Suy4nn3+GVX4bxG5aelB0Zw18Yts+REBXKN7B9W +/xrBGYWsiYiwUkxNiK8aTaLBwZzpPXa4CGXm+xYnGFDneuNsj7rzMwTuD3lQ +Okqd00fKWz1MnkBm0LgvI+QbXl0t4ekcT8fOHTcSxLaNQiNk4o3z0zR8tBfT +TNMYxVu9oALnqDR4xuT3btgxin1POtL93NPw7FufuKLOKFSuCt/r1krD+gTV +R5qGozD2SNeze5cK7h8f88yPjyIqYri/4/s9vM9Rao4OHsXOI7Xes8YpsFnf +NruoaxQJ6d6lKv8kQ0DsUlllzyjUPzW+DBdLRp3Iag/vvlGMzCnZ/V5IgsLS +EwzG4Ciatc3Pr2lJAvlz9GMbYxTjLo8qtJyTEPx2viRtnqondHZKpyfiqZfa +RW3lMWgNS2UZyCVg6l30iHvQGGJu73AwtLuFgeU9znP/jsHrSllJickt1JtI +kmGhY/BT8/FX176FuNacP/cjxyD7OPSstfAtKHc2i7YkjsGziv+LXWMcbD8t +2qeUM4ZF6mG9h9Ti0DTmnfu1cwzxIq/K6WticIfH1stMjoG85Qf9v4yEY/7M +2u0dCgxECbyuL3wdDofX7VOHlRh4KRdemJYZDvVg/csH1Ri4axVu3nw2HG8W +FP32azHQvfupjTXrJqZ//wwkTBjQDgh/dHYuDFY/wiOVvRiwdXw3NrAlFFVH +9E2yfRhYKeS4iSUSCtnCuRWKvgyUeEgHic6EgHPRLUY+gIEHb8aOFNaGIIRl +cWvDTQYKl+xbLGIegtIx6eQ1qQxE9uVW+V67AZEvZencDQxsHj6e7fU1GDEr +/P3Lm6j2mgwJr6ZgLNtlYO36lgGfE2d1Y3ODwX2nc+XHVgaW60+arPMJxn+m +5JXsTwx0mF4Z8FwRjPZGxcNHSAbuhy8820MEISrv3p80cSY0/isUTDsfCP4B ++49mUkxcNw50MtIJxI1lykV8G5iofXFwndLKQFx1qjjrIc9E9m9znuCCALjI +9HQYqDNBX7I8OOmXP/YnCjyd2Muk/kd+/1KNuQZe/yALbQ8mrPzXrtMc8UXp +D9ZsjScTYT+1L3+o9IXDWesHhj5MtNWtEY1K9EXD4S3j5leZuMuz+EGokS9u +yA4GXgxhQneppOzZkivgeaOVm3GXiS3TjQoVMZfBLfJ9kUA9E61L2AP/2Xuj +OOzEk4QGJlRGHSoC9LxhP9dkItHMhNd3t0T1Dd6o/5aWrPiBibd3LNm8X7wQ +XHFAVf8jEyZ1twy8Tnhhke0T6yvjTBgqpksYnfQEV7ZtwYjwOM7VXDq94ZoH +mli9Fx+sHseba3I+HTYeiFI3VbNZNw7XxL/ncnU9sLZCP69Hahz3e7Uvflpw +h1qzYu4bRcoS4WfEQ91h8+2/x/nEOCy+z7Zv0nDDC5mw+34u4+jXZ/gsrz6P +AEcu2x0XxtGlLWGpFH4eBtm+UpNu4yiRPjQTZ3Ee7equqRe8x/GvWs0tHZYL +GDBNsbs+DtP+Ferz612wxlYiyTBpHFYmu/QmbznjUkpBtHD9OH7kSX+eznVE ++VxKWH3DOPSbInPTrztizjY06FLzOK5L6EtGWzoibONJ784P48hUlp6U5nJE +6rNlJ+N7qfmlFqjssHZAY7WjijCbquuNuM6KnME6msR7oXUTmFISf69bYYeT +e/ka68QnwGfRf+tCgh3Sn/xX7SE1AT2RpM897nZQcX1b3CE7gdUCRcKHle2g +N+WTckt1An1hPSuqcAoufJ3nhPQnkEHmz/kpn8SrzTf5hS5OYL1O2zrew8eg +2b22Jd59gvp+xLonrzuGwmtPbol6TqCmegWuj1gjvaVJfN2VCcja8X4zv2yN +m268qtLBE9iZPDcwm3kUZiXBpqpJVD3+g+yUoBXGdvqnGFVPQD1sMsdC1hx2 +tBWn3tdO4Fes4bTgLzN8jkzdePD1BHRMb0iufWeGDwOVz468oerOcY/5PM1Q +HPC7+mjnBIT2kUXOb0xxrf4yzXF0Am4204Mj149AyPiSSrAAC5zbtv1cB03w +sE5w+U4hFp6bkx3gMoG6dh7zhwgLk8W5R8VKD+CQIuPxaTEW4rXP/bgjdQAR +S2xl9ORYkLF/eLd02gg8r43WcO1kIf1bCquweR9u7xybLNdhoVkwc5HOjX2Q +Lb7R5QYWHh7LO2qptw+7H9XEDRmwEBZ+s27LK0P4B25fXnOYBb9F6oEXK/fi +1y4ZrgBHFuYiY+66dugjpKT6y3ZnFtLs9biCk/QhutnmFduF6s9i5LWYjT7+ +EU/2O+nOgmVXz+UWxh64z6yY0rnKgnqmhMFW/j1gls4w/8SxwBQuP2dkuxsD +qu1dvlUsxHVzCSQ17sSDCSH/xTUsCKw2U3Py3An7bHOF6DoWvNW3+kzK7ART +rvfKwyYWTk/aSSBIG78kvkg1t1P5GUbu9NmvBaFlLCfRbyxkafGI+c1sR3ez +qtD9MRZeFmc3RhZtx50Qt5ebxllYWXDdaf/57Vi/6OeKXSQLvLVHjlYPa0Bl +Zrbo9CwLRbuFnwZ2/QPDUb65/JVsyOzQ8nXv3YqlmUZZWqvYMFucNVmashUf +TkceqhdmI2OJE+u27VaYDwo86lnLxiQj1kSKoQ677tWGczLU/c1dn/W41XG1 +fmOckSYbvhGm3OMZKii8Dzm6LRuarsql/xYq4KffT77Tp9l4piDyIPGEAjSP +PpkYPMPGmkiL0EQ+BVQKCpb0OrOx2vOMu7W9PJquf9F7f4mNhBBXoUpZOfTb ++58qDqXGk8LWv9oig/XYqr8lnI0dd877pYfKwE7im8KzSDYsFg5/T90tg9Eu +E05WHBup6a7recs34LuBpP/dFDbeGYWPjR+XxpJNlSnX89k47xTUQA+QgNFi +t4C/hWx8f3pIR3KZBKKGZO39Stj4pCqZ15wkDqE7EUpeFWxo7ZDUu1gqBsml +xyuc6tnIWh53OItrHbZNzPQc+shG1OG3Q1KfReHd/OzF+z42mralR6hcFUVF +hl3a/n42nL2mcgOlRKFr88ZhzzAbtj91B8YcRbC/Jfnn9nE2fjyaOuvOK4yT +BZpCUvNUPm6JDUOzAnh+fEagnYuD1zquxuKWAhBY8nLFv4s5SDOJCh4rXola +G11+Jj8HVpK6r9f7rIDsMoOFUhEOtuQPBOiLL4NfGe9fpzUcMFL+mlmFL0WX +XfNvcTEOIjV3qDX95seNcuNf19dzoDnz4m06nQ+jDqZsEyUODD1HVVK6eEGs +EplY2MzB/gNlCUMWvEiu7GYUq3HQ31YUeqiPB/uFrenrNDjIVPX9EfttMXJq +bPvpBAfFfUlKP9dx46K469trFhxYFu6o7q78SzQ1qjZvOcqhzpvinq6/c4S0 +B9kwcoyDS+Pn9znqzxHtzZdq95/i4JTdDl+hT7+Jbd6+5aIuHMS+EHxlpjpD +RGzYVdbsyoGFWkD7k4hpgvZ+rtjPjYNH64djtk/8IhJkr+cPe3Fw98fb8Lay +KWK6LTTrWSAHhTo5Pe1uP4kjV/dnnArmYEHRdUP1t/+IpwrLHgmHcCAua/0t +xvY/4rh/dOqVCA70Xl5LLbL+QVQpJ9w2SORg6+GZgVf9HEL0o+Wt6WQO2j9z +eyf+ZBMXgtbG5qRwUP2rIzd+FZtY35cSseohB05bMv8WHJsgroc8ChrIocbf +ZnfGRoFBrLzMZ3w6jwMH2nuJ5ZfGiBTnC8KjBRwkrNqUUVQ3SpQc0M4gSzmo +9Za6kOP6jRgV6mjgruFgL+f9pgJyhLi0eEd0WB01fxu9tsBjI8TCZKrligZq +fYZayrqavhLr+pxHV7/lYMOugqUtucPEgftc/EpdVPt1kr08uwaJvtiz7Xk9 +HEzKL2nr0B8gHII+3NnWx0FjTeu6d2b9RIDDHSWdQSqvSw3/dAV/IgqV1Q8c +HuPg1dm/7zwUPxK6kkki3UwOeucsV9af6iHerZzrt2Zx0KHq7Oue2k3Qvje7 +2v/gINn8qFOIfBexpvxUjPcfDkKNPCQmPNuJjKeNVr//cnDlm8XelU/aCPWU +zdKBXCTUVxQEBLu1Ekb+0wU3eUlIGAjVukt8ID5ePHllJT+JK6qz4bHz7wh7 +u9e745eRuLYrk1tr/C1xTT+2454giViusdM+n5uJpdun7m4QJrFi66uEsi9N +RJLCCfssURJP/rIFOsYbiYKlm37mi5GwilxuNinWQIy0VYvWbyRxe1mt9rm2 +WsKtTm7QUIEE75X6Eh6BWmKuOCLrvSLVf7YR7cLjamJ1kpVmjyoJB9WHnRFf +K4n0sKr5Y+oklc8e9dxbLwk1X9nmL9tIaI/+ZL45+ILYb8M5ythBokMpR/gj +4znRfdBiw4WdJCR3fY/SaC4jTuMl44cOCc/ASd+LhaWEn2yo7x89EiyNpNs2 +6cUEnyhL77oBiYRz58nQnCIigddsGe8+Eq3BdyR9qwqJPIbUPQETEv8af95l +NZtH3EwLsftyiMSh8uC/K+WfEQ5mbPl8UxJiCXE6N8/mEJJVVYUHj1J5eey7 +tUzxCTHjLucjdZyEovGWd1WPs4gu+ahdbBsSGrevNYdoZRIRsSeaouxJ7Nho +/7M1/hFx1uB1pI0jifmh6AjB4w+JPbPKpirOJCbiAt3aztwnZu1/97+/QGLm +sPS9OZkUonut/aN77iSa7Bx7FdTuEIUf3p4970miOS9/Tb9VEuGseffHMl8S +q/x8+3xn4wmDCa7yz1dJ3BMRvkh43CKkHzpfywkgsb44T1VvURzx26Jdzy+I +xEbpo1t/H4kmPi7V4jO+QT3vEjPm2/sIorj6wQexMBK7u192HfG4ScR48sUz +w0lEn+ePNUcosXfwo2R4LIlt/AfvlB0MJjbEEyPW8STOdUnMXo24TswZPn6i +mEhC6NE453CHP9H3Z+WFmWQSHk0ymsItfkRpofe2NykkKofyiUmeK0Sc4+B0 +chqJggo+Rp23N3FefO8rp4ckpnMCrp6U9CQM254F78ggYRN6Ka9myp2QvSG6 +n+8xCXN+lg759wIxr3VtZe9TEiYGgxWWLi7EJzat83Eutb+/WDYrb3YiStMP +3PHJJ3H58TBEdjkQcUdLThoWUXlEcPUPJ5wmXFdIbFxTSuXXbu4s52RL7K8L +Znx7TkL3jmVyltxxQs5nPK/sBQm/pTxCv6ytiAVlM8+QKqq9lbHXhj9mxOeh +F1qWNVQesy4a4dxHiOcJMvNy9SSWZ8RoDbYYE/FG4a8nG0iUfFia0bHbkLg4 +//1mQzM1/rkNBV2H9hDGJdaHEt6R8Mn+Y/SrU5eQd64VcWih6jfVNm1aokVw +SSl++qedRJRed66W1D/EQEfs/cVdJKp1yk7JLqgSFaHTZ7p6qPxLeC/83byJ +SNh1Simjj3K4G+dCogzh/r2Jc6mfhOlK1+ST8uLEgSy10j1fSDTekBtP+CNM +KBxP8hX+Sq23VFbT+dZlBLfgPDFCIyGyrLZk02Fu4strR57iURIZexhrQ5fM +6L680vI2iElie0Nw1c0Ftm6S6vZYUxb1/o74W6YnftX1GEm1kCFJZMtF3mv+ +06lrkswj/uMHlb+tXL7l4XpdRRPXodpJEn9GmVd6FvJ0eRZ1Z8ZNk3gRa+62 +8Cded7hsl4vdbxLFQqt+HuK6qFvlkrFF/S+JC8JnJrQXqekmSy+fWligzgf7 +fx7W8OZq/w/CjeR+ + "]]}, "Charting`Private`Tag$15415#1"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + PointSize[0.015], + RGBColor[0.368417, 0.506779, 0.709798]], + Line[CompressedData[" +1:eJwVl3k4VV0bxlESUZFEUabQhDcZCvtOmRKRKJWEkAiRlJAhSkpUQsZUokKS +0GQOGc8xT+dUMjuDIUTFt79/9r5+13qu9QzrXs9aS8rew9yRi4ODQ5b8/P9v +5DhMLR2xJOTa50SrfDyIpfvXX/gmtgtdvInZ+b3GUEmNT3orpota13ktr15r +HGzoyEsWs0AwD/cH3d7zOOYw+/m+mAN6zWwa//b4g6Z0c3+kmDcqM3tVhHvu +4PFa0xsRYqEwXZi+G9mRhODlb+VvicXg+Quf0NCvWbA6nvZ6fOIZFOzf740t +/owVi8HWBhtfY6g4PetVwxdsPswarridj9yRq2lr9OtxuXE34n+9x8p7hZsl +z1GxLl+QzslZgg95dB5hlVYU9O2vb9IqBzOJI0vtZzvaDYMnIg3K0fxpUGwZ +sx0zOcUixublSPgxfq9pph3qfrvtas6Ww3apcbwZXweK1ijNlN4vh6pR4he+ +/zrwXne9ZN5wOQStlAdPBXTg0/PxizExFXhuOtTuKdiJcpfkDccZlVi/6d1f +hlwX3o64utrMVMKhdND1iWIXnjnv+XiG4wtamzSMzNW6EObUccJd+AsCV94z +TdPrgqG9YMJ1rS9YePDZ+u+ZLjQdDxPNufMF7MUroempXeg1dFu7ZEcVZLbm +3/gk1I2Gak3H5epVmGne8v6zWDeK9fneCehU4YR8n8Z7yW6k6mZYiFpW4YK+ +tXiqYjfs9/54sCOgConJL47LGXVjWN1SyKqhCj2R5wekgroxLae9KtutGpnT +vvbVQ90g+vZVR1ypxpqDOvzxrG7cSDYMdL5ejdCZop92090QEbZgyzyqBvcv +edEfXD1Q43RtSqishrtF8rVIiR5c6YmPCt9QA6oIbiYf7sHfqF+rHL7WoM7s +nObD/B7oHpyv1mmtwUzkTqGIDz24s4wjaNO3GrzuEF+8XNoDiYAV492/asDd +KCiG+h4QLtKUw5Jf0U5oEVd/9iBQ1ywal7+iIVy89+nqXnDNvVq9YXMt2vMO +nClz7MWGhn1TUKrFMl7TkmCXXuxK62pz2F2Lm4fdebU8euF4gCcxx6QWF7fu +PJtypRc1j+w37/OphZZ92f71t3sRtUdsz7nqWrya4D7NyumFuP+NM4Xn6vDu +5JVLPJO9UDWT0O+9WAeFmwVW3DO9OCSbr8B5rQ4q28Ll/831IrD+B9Pofh04 +FteFd3PS0CeufYX+oQ56998dNRak4cXnqTvc/KSOM58S/Eo0qC3aFhzJqcfp +iWTdBUcajE1KQ/SK6jEndjJlyzkaziRuMlUvr4fNe6vNpudpiFanD61vr8fd +lO2fwr1oGPE4Kdb3rx4xxlprC67RkPTd0v+CSQN8TYY+zD2kIU/xnaH9sQY0 +cC8XqImnocZfeK2FXQNeZN67F51Iw7RoS7b6pQYMjzqprE6j4dBhs28LSQ1Y +e3jHwNdXNHCWG+2LZDSgXvXKaflSGkRXv1wZONMAu3NxvI/KaVC04e25wNGI +K6bczKVfaDgxX33RQrgRm6fL7eq+0pC/Uy99g1YjnvXSVq9pocHpKZa/vN2I +Km7Wn8h+GvwnUloTHzbCK++Q79NBGh5g4XFkaiP0eRM13g7TUNrzabfn20ZY +WB8PLGPQICa8x1WjpxHHogKIR79oqA/d1Vi1tQlHNnoIqi2hY8+qOq57qk3Q +y3+jt5abjsxHduon9zZhUjqsgrmMjus5dx+zLZvAm+CdGsFH2ncOe4kGN8H/ +2+rJi4KkvX1gRt/tJjxa4XhHYg0dIsy1vVmxpH3lm8ulwnRMcO7X08lqwv11 +wnqT60j7bcnrXDqakLgttp17I2lfoGK8q68Jks81hK9uoiN0b23QAqMJVzY1 +vBySpCP35R/vA5wUiBdODebI0HG7RIFOE6GANlJbxFSgo3yp9+994hTwLwb1 +bN9Kx+8DJUKZUhR4FeaddtxGh1OrpYHXdgo4T/yOLt9Bx76RkNxl+yiorHpQ +sGMnHb6KjbWuBhSkFKYs1VAh/V0UG6AYU6ASpv1ZcxcdGxdeiyUeo8CxjuGl +pEaH5f4/KhynKIitP+W1SZ2OO+H6hxztKZh/L/NjuQYdc0K0ECU3ChZDbgrW +7KZD2UohOcaLgn/OcW3Je8h4ki8Wzl2mQP7QdwE3TTpa5fkYFSEUDIuLfZ/V +Iv1rqVtaxZP+7UMVS0DHUHCIx+dkCjTiXxba7iXjqW64Jf2UAnuJPSV/SL5z +2KGYkU0BY1v7oY376KiIfd15+C0F7onhXekkz/fMTxYUUXBNdnxIbj8dzk73 +5IMrKGiv1Xm4VpeO1Fe9OoM1FFyi9aldJ7l9XN76YCMFZyaf242SLKB20Se3 +hYIYKkvkoB4dun7F0Wu7KDC0lbBKJ9mvlPfVVToFE6lxcnMk53Fbfvn2k5wv +u/K6vj4dw0aPv+mOULC2VMAzkuRN0WNzL1gUXFWgsxtILrYLfJE3RcHskLr5 +UgM6bFTWHP/4mwLh834SqiT/W5qxvPIfBfe+tprbkpzUvqeonouK/BeeU2Ek +a2Y2nm3joeLDgWCO5yR3+9qvo/NTseC7y6+UZN+DM1WDglR4JH92aCNZVCLC +hy1CJc9bs+J+kgtZEnK/N1DRJSVzi0Xy0dI3bRxSVExtPF81SfLMPb0wXjkq +RPQdLk+Q/PBM1y6hbVTo1eslj5K8S9Wtf70yFd3exrvpJLcu44yRUaWiNfqd +cT3JFztj9m/fQwXPQklnPslCLxWmdoGKm3JZ9DiS3/h9eqKtSwVt8ePpSySb +mZiZ6x+gwp5P5ZQJyeMb+zlND5Hxmx3t3ERy1PjlN8eOUPHa8Xwzg6yfYvkK +O1srKnycPhvnk9z4IHX1uVNUDM/cN/QhmV+92uPqWSrez899HSHX59Xyk5uu +n6fC8piceSLJRt2sxtueVLwQFrAzIDk8QEQx2Y9kdTPRKHL95U1f0tKDyPkz +j1RsJblKkojMCaMi6+7p+VJST9yVjoySKCpaHNiCNFJvzx7OJdbEULHMRW7a +nmTds5EHqY+oyBOoP/dTh44Qvncv+55SYdPQxd9K6leq1/DEWCYVP8Y5CF2S +S7N7eX9lk+Olwstek/pfMFt6jruIiuMV0bbeBB3J0vGiKz9TcaqzYrpRmw6t +X9tqRMqpoJ/wlZcl2S/uiLxCPRUDCYJOxeT++k17MmD0nZwvuflyHrk/416r +PTwyQEWz46hoH7l/1YJrda1HqYj0mbHjJ/mS7ORTt19UfJ8qmTBTpWPSRcc+ +enkzMm5p/JfwHx1js9/obcrNWFz0DFDcQkfB2ahyI7VmXBDN8B6XpyOog3he +otmM2vcle7PkyP5WmOz2Qr8Zd6QDTgvKkv3H5+Rff+tmHHxZzLpH9r+EX+1i +suHN4FIxWucuRIejw41/8ZHN2HJ3nUnjarJ/tKr+EHjQjIDyrVcUVpH1fxuT +OZvcDO0G/4LaFWR/9TJXr3tL+p/NWlm9lA7DiQYLr2/NKLgly5c2TcMauwCN +of5m5Lak30+booFO2S5uPdoM4lDmzqQJGrxzb//Um26Ggf1CWSCThlSPA15i +K1rgbzB+kmOAhhlmZVSpWgvcRF95jTTT8Gz0Y+3Kuy34mLpVxfUlDe5xpjIu +D1qw2zeloySDBnXdn35f4ltQXHhCcFU6DbXJfDv8n7bAs6bOJDmVhgmz41Ej +RS0wulO81TeGBqJw5kjlzxY8CZH2Uw6goev6fzTf3a0QCM+fzDai4YnyF9U2 +ohUnKZlVxw1oOE+zuqus24qGskd+HLo0cKgHYegQOa6le5/QpkFutDHNwqEV +MQerCwPI+4K32XknpahWTF2TWc23hoaVEhns/v5WeJ47l3y+vRd7j16n/Rxp +xXoXmcLPzb3wijpd18dqhcu9n0/4mnrRzima8f13K1Q+Mn/HVfciZTDcppe/ +DfKfkruDinqhmOvS0LKrDe4l3eaRj3phsl/xVXloG5oXS1UfW/Xizrl3To9l +2zGVp22ypa4Ho3uzw1dsJe/ZMW6z66t6YCCa/tJHqR1c1PJTy8t6wFUdwzLe +045D7BSX9oIe+Mp6+8yZtmPiQXwHnvTA6dvOG+Z+7fDeK/PQ6EoPdCxz05c2 +t+Nb6bC/hVQPZva+6ncO7IBj4KTpz7Pd8N5ZmS9S0YnS8Qvje0c68S2n8jZV +qhvuHKKEzKYO/HFpTdxytQfLHb+4vdFuwzYdngWnj71YVpkjs8a1BQZPpM6+ +Ic/tmct3Yo+T74fLEqelf1h/Q8S5w1uWiTZhO8NyRYfJdzhxPvlaGVqHNavG +l1fOf4dVieGSudpqLC1JfC2T9APBMqm+2iGVcN31sYv3YB+aAu+9V9xVhlcH +7B8Xz/Thr0b4UlrgJ0yPrV89GPsTzlevfam6XYh3RwyWxOj2Q/WPySWnhjwE +Goal5g/2Y81i2rLvzGw02zhbK4/0Q7TGTmNpczZkLx0Uyxrrx/menJDdBdmo +TRN88HS8H9fqTY52XMuG8J/kG/fn+3FMtzv72+psZGYXuF1YOQDKuwdZkhpZ +oAgNa25XG8Auo/otpg9eQopm1Pk0bAA32+c+p/tlIKJc87Vl+ACybg7a/rLL +wGTG9hs8twew7KKKwlHDDJR7rdzlGj0AYX2rVUfWZsBheXPUzsQBqK7QzPkv +9zkyVY4blOUOoEev73bASDoUI84W0HsGwAh+ar3F5Rn2qIfGiO0cRPryx8W3 +nqSh3V5MLXnXILQNw/tpd9Nw8W5Oh6T6IK7ypbjq+KUha6BzvYLWIFrHa2+q +WaRhY8yONDX9QQjtf2rbuSwNXBPt2UdODGLNBUrdtPtj1L3cUh0ZMghJz5v8 +P2JSYL2xaY6zZRC8SrIduicSsFLM693HtkG8NHdQfqiegLI1az0vdQ4iOeCv +3rK1CZDjPTk8TBvEb52dZ40oj8CeGmxvGh7Ew3TRaivDRwj5uvA2eWEQz2QS +BYOIeGR6K7rv3joEhdxR2fB9sTjhQd0ytX0Iw3xZy6gysRBw8R7IUhrCFYuT +jzW4Y+F1+oO1pOoQNPLd35+peQhNI/2DPHuHYPnxXZ682UM0brJRaLMcAjV8 +RMXKMQbTtZF9F4KHcGPQe/Vg+n30rmhz/nt9CNnzW/xy7txHubE4++aNIWjG +8/dEXbyP6MaXf1JuD0FvW+O+ZJ372NpcLdzwcAj7Junbf9DvwaaL02DLyyEc +O6GiwbnxHqqGLr360TwEnWRe3SDrKGQpfP7PrW0IS1a3EaLKUXhwbmnR744h +yIqwn9CXRMF27H7lKtoQUjZwqc28uot51mua9tAQpAY+eJgsREJpZmRVwp8h +5K+IdLn+6g7il9p4m8sOY5X/RL++fAQWzqxTpcoN45z66TB1zgg4VFCmTbcM +41Dqq+OHe25BOWT/ZRPFYSRVZO7kiL6FmkWFq4Yawyhbm15o8Cccs/NTgYTx +MDKLDz1y6rqJoxO3bm/1HsYBCUFlhbdh+GS23/iFzzDGeMXtV9wPg3TuX34F +32FMCYh5CHuGgeXucXfzNTKe8yKv45TCEMawuCcZPgznUxU9p3NCkT+0KU4k +aRjNRd8ffMu7jjX0d0+4Koeh0SFt29cejLv8AQGFVcOQyDmk+rMwGHyaulbn +vw7Dbf34C/5HweCKbxZobxxGRhbPWOfJYEweZl950TUMo6u0TUd+BoHyRcHU +jD2MN+mcXPZTgbiTnfgnef0IRDiNo8xv+GN5r327ucQIEmrqE+cP+yOUb+sb +HskRdPDGPhyT8Iff2SInz80jSBL0NMoo8IOLVBtVV3kEbz7U3b02dhWGD1dm +jumNoK3kx5mL9r7gDgi22O05ghpWQU/udR/kTzDmSi6OoOeKscCPEz5wcLJK +1fcZwVxATsmBnT6oNFUaPeI3As/wos6KH5cQKk0LdA8bgex7by3L/ZewtEbj +1dNHI5CW8VhSutobXGvGOVeWj8BXif+TeYsn8m6ezIipHMHinN0Z5TeesP9b +ZbyhegTfrAX27I3yRPlAcpxC/Qhc5BteTx/0REjRwR3720ew7TL9eF71BXDa +ZFhdGR0Bj/3DxKhoD3C8sHndJzSKn0EhHyW7XFHF6HBPXTuKPQKlK2YSXXFH ++bCitegoKPLreVROu2Jd0f7sNolRzJQ/l+obdIFitcKrGoVRyDwP7+f5cw7W +A5PPc4hRyEU6HONTc8Z7qZspV11GIdF0SejzlAOuOXLYqLuNwso1cexZuQN0 +X/hK/PIYRfHC5dmBew6gKJ9Pcrs0ilcmhcOe/zlgGIcTbINGUfROlTfd+wxE +bDbE6seO4qPQeOe6FfbwSngdKVQ+iswSo53eozYo/Jtws7xyFKGP8iXMU2zw +1+ZGsFf1KIxutgmUm9vgpsypS831o3jH0cay+HwKSVl8p+53jOLNtL/Xf4+s +8aXYcbsQcxThGpGyEq4nwCd1WK6cPYoNX693lsqfgNl1LUmvyVEMPV0XN9p/ +HN0Ga4SbZ0fR9faNQYPtcbAopX/ucY1hppWQ+GhjBdGfG+oERcdgcd89PM7r +KE7p8XwpWz+GlWu5DuipH8WTjMliT4kxaB79mOr21xLbz3/No0qPodlaRG9b +uCV0pn0S7u0Yw3xw3hKDdAu48DSfE9w/Br9AjwKnaXN83ha+XNB9DPuSzDbt +oJpCrXVdw/0LYyhw/CWX4m+KXP+Me8IXx+CeshheomCKJw1V60WvjOEFP1t3 +1fVDCPfg3rEpZAz71S7LV8EE5m9DDu+IHcPn0d+5uZ1GqDspJPI6fozsiwOn +cu4aQXfpk27lxDEEO087G+sZQd2y7Myux2NwLO8qdMw/APHZxUuaL8dgf0BH +a/KRIYb2BCQcKB7DTqmE0uRgfdj+5D9dVzqGjRtGkxR19NF9O0nGpGIMldtj +88w49VHf+zHLrGYMBNuOrntdD3nX5ouPNY+hZFn5u5ZIXfiXX/7pODgGo2a1 +9eWf9kHQyGt7yEoGTnKuLLw5S+Bx2aoVewQZSO9TSvCPIqC8O3tkYg0DWZUZ +d8MUCBxSGH5uJ8bAvUUxx7pT2ohYZiOlI8vA8pvLTjFbNbG04oAIxx4GNipG +VVRNaeDBnqFfhVoMCOqXGfEmaUA6L7TFAwzsfk1efvQ0sDetJPqbLgMf9kaY +BCeoIyBQdUWJKQN8MsmWkmZqmNGU4rjmyAD4W29uG1RB2NtiuqozA7afDQ7X +J6lAeJv1Z6YLA1KmP87st1CByvq4q6cuMJDo3qWX/WUnLvzmn9byY2DZIVY6 +kfcfRvJ/j/yJZkBDU3L7CzslXNkeW/P2AQO7/rOTFBpWxPJnKhmusQzwRLFL +xz0UIffA3aEnkYGzs3ljnKE7YO/ZT//wnIEDtvqyYp+3oXcHpcX3EwPrgt7l +HLmggNQxwYAlJQy8ihvu3r5GAfYvjshFljHAu3VhZlOhPEZkO648rmLgeVfw +HiMuecxsoEtUUxiw+fjwoGv6ZgjyMc4KDzDwdW21bYO4DFqrdwimDJH2AZ2u +8hRpxId5fJAfZeCOyLn2S6HS2Mg5xa/JZmDOfGPXIFsK23/PvbGbY2DNjsr8 +Hqok9Ad5/uYIMBGWr1hjFSQB3mcH0jVWM7H+z0xF5BIJ1NvdPlQuxMSjsrIB +p3BxHKGtTGtbx0Sm5WnL6dgNsG1dq/9Xiomv5hynhKrF4FcuE31AjQlXjrMX +aB4iIIIcd7doMGHgJpjmu0IEXERGn7UmE6/5/xX6Za5F+Putqhf2MsFdMffj +yaAwYnP/6441YmLQruvauotrkJsC2X4bJuJ0VkUGfV2NqatTPHZ2TOjVHQq0 +9lsNtWMZY7QzZDwbNkSeUFyNj6tWve1wZuKwz7ygndIqVAXRdeq8mEhxWyXb +y+LH8lP3NxteYiJGmx7D68CPg7v1eb9cZkLM1jnSqGcFKBPZlGJ/JiQffIhg +N/Ghxz7gdN4NJkLEYggZ6nJsxH/7lW4x0dSnu9Xo6HLYbhiQy7rNxOMIwaSj +NB4Mthiz0qOZ8JBP6eKdWIZxXfGARwlkPGu/++5V5MYy+Y8JQTlMJHCNSen/ +4cSBJR7X/uWS+W0o0t2bxIk736Ttr74l6yF+t6iO4IRgfMQW7yImqLb2IyHh +HBDnPVF0tpwJLpELzLaTC8TpAYGk/kom7GeUvzS9+0c8KSsLtKtmgsdNKyFV +6B8hf3WLwcl6JmQThmySWv8QO8d+tx1qZ8J9i0QIv+8ccak6631dJxPK7g2j +hcO/iaKntsmGPUzM/a6/PXHiN6FtXeOw7zsTEZ7uiwz9WcKwIW5KdZSJaJbs +rXVa08Sp12qCEgtkfn02kqtiJoiCE79XUjhYMCtx+Je/aYJYuewD//UlLLDF +adSK7HGi1Fp7+chyFrav/xvNSGMT0ny6i/lrWMhMWNQyd2QQV99x/zsrwkLJ +VX4fqbQxosW2en69GAsKz4/8p/RjlAgtNJoJ2siC5BEdgVK3EWLQ4TDTeAsL +n4rDG9oLBgli9ZqxxW0sNOxQ0SwSGiTiPrYO5ymywLWg/MbMa4AwFLLqF93F +Qujrb+edtPqJlyU2Pf0EC6833lvvNv+D4HKV7IrTIe1zo6+ZeP0gTor0tRvp +snBQ6PGkM/M7we/m2Jx7gAWi+Hrp9u5vhPv681/9LViQu+fg5S3VS1R92VGt +dIyFxHKLpDKdHmKTJ7uy7zgLs682Cj49201Qqr1KDU+z8HL7BZOiik5i5yXf +QmEXFiQyFq9bfGgjIiQ131WfZ2H+K/luX9pG/Kz7m3fVgwWltCFHgyOtRIx0 +UM53bxZePDeK/b3QTMw23UjPCmRhbZyja/ptCmHmZ/j0dAgLY+LbHesmm4hM +Ob40oTAWbge8sXVpbyROBEQmXYlgoQfHa4++qyfyFEwTtkWyEM81ctA0t45Y +0bo6nh7FQt5A0OlPebXEp60xD3QfsnBhuQ/drKGGEG63vDcbx4Lfx6crFQaq +CbfgdVEvE1j4W3TNqmVJNbGxMyFi9WMWYgolhPgtvxBBYWnBvS9ZiIuYjGXt +KycELvMY2WWz8LwgpHnfozIiwdlNaPA1C30tgna3f5USbw/ufsrOZ5H3quwy +4YslxF7tVFfvQhYEIr7ECOsXE/WK3Lvm3rOQctKcIS39mRgUpFZylbAwGJHR +/ujXB8JriXrkzTIWOHZNFiWOvicWfyVZ8leywCtM+UgfLiJEO50H134l7alr +Tc/8KyAOpnAs39LCwuTUkbtKwW+JzignSnYbCwGHV/389zaPcAiuj9/ZycKm +34WWccw3xDWH+C1aNBYWVks8u+adS/AdXZgo/cYi38PmmeyQ10ScgcMHvT4W +6B7xUZu35BC5W5UPmg6x8GZJWbfoo1eEtnjsmtYRMr/81h0a9i+JWoG/PVYM +FpIehny3UXtB/ByvPm8/wYJt3Jjlw4XnhEjh6buX/pD1ZnFLFCx7SjzN/HJ0 +/h8LYp1h50QknxDKCds2BXKwIfe+zVN/XxpxIGD2dTg3G1k+T2Zl96YS7e6n +rggsZ8Pdb2aJbUEyYW9bsfc+HxsU1/LIvVpJhP/+KGriKjZSgiXU1lx6RPCq +Tj+SFGKjcnLzyAb5eCJW7qR9ujAb3WFOarODscRrXvmpHDE2HofXVZ2/G0No +/bnzUUWcjajJUiflSw+IGsbk9aKNbDyfMjkk5nyf6GsqFi6XYePou4SUqgvR +hEeZLE1fjo3s2ELKnRVRxN+8iPQ6BTbmdGttKo0iibWxR9XadrAxeP1u3m/u +COLJzU8Lx5XZ8OZ1LLobFE4o+kpX03ey8cHCQjJK4CZhaM06NqzORq2m1x4l +61Ci1cRC0m0PGyGWTRtviV8n7PBheEKLjamdlblljGDiqvQN3z86bHAOPAqj +eQcSPMIMnSBdNiQsffJ83QKIGG5zPm4DNq42ztntDvYjsoclElcak/lrGZ7o +nb5MhCeH2dIPseHkHzmWtdmHcDBnbs45zMbhGOLHEi9vYi+P5ViABRvFF1Z/ +uN3lRYh/+pRrcoyNyKzAz3MnPInfF2R9JE6wsUfH8fGGUQ+iZfMdTaY1G84S +j6NlTdyIiKiTVXfs2Vipvn/gXqwz4aRbcdvakY3bd7YvhF5xIvbNbT283ZmN +Hx9yEi8FORAbc+6L/HUh66+yv+hklj0xZz/fU+fGxh3jLJl987ZE6zr7tMQL +ZD25xY/eodgQufVfnVwvsrGPORCsOHKScFZ7NMHny4ZIguB69/KjhO4YR2G3 +Hxtf3b/FXPG3IDY9dvZ/eY0NrtnY4WlHc2LegqJzNZiN31/fbBj3MyPaeTV4 +jELZ8J/UfC992YTIK06tF7vJhrFidJq+rhFx9yLP/ZFbbMhL81SLnzAgXBQ8 +jr2/w4a4z7MteW91CT1au/itKDZu2KyLPmS8j5AkJWN1n432Z7WyFzftJf7q +P89QeMjGmlL3zXmHtYjOPwJuv+PI+ctm93+v0SDycy/trElgY0XqhcwPSapE +tCNtNi6ZjeRvDpxTX3YSruv1Pp99zManLaHfU7WVCf2mrBD1p2xcL93Yf3F+ +GyEdKmzI85zUq9qHszv/yRMLGv4CHZnkej0bP9Z/WZboYv5sfv6KjVV+RdrP +T0sR+U8OxvvksJHarLM2zEKCiD729pT+GzYS6I95rJJEifP8G2RE8tnoiUq1 +Gg8VJgzLQoYHCtgwMj506u2/1YSsz2j2u/dsGHw6tM6VtYJY3Gp+MewTmc8S +t1ibqmVE97f3GpYlbFyOFrz105mLKIiRWpAtZ6NrvOKzu98/7fsHblX8qmRj +9Y43QRqnZrXdF8bDK6vZ4N/RYBJ2aFLb6K3VoZhaNgr6xerrLBjam51L1zg0 +kHqKs+bsTRnQ5pBQ6FKhkP3h6KlvK/Fdu5calbKkhY2JDXVcaxc7tItuzJ5p +aWPD8JSmS48tVTtG8/SWp51s6JyY/9SZXKN9YbyK5dVD1nN01UjCQqn2wXTF +/H10Nsqf//njUl2gLXci1lfoBxvS8RU58f7Z2lyrFoi+n2zYGe96Im36RJte +4bg0b/D/9v+6rqQ+1P5wpeFr8AgbPF//08lYvKkdu0M16jCD1EOl3fDRlCva +nn1JFlJsNpJUg7wbq520jeOWrp+YIP0HeiqdMzXXVjA+/630Fxu9fhEzC4vq +2ks5W59Fz5LjnCYrFWpEtL+/03SxnWdD6Febkh/HsNYnl6dKyv/YuBY42e3E +Ga8Vt2nF9OIiuR5hHdyJq1Q1/gd8evlJ + "]]}, + "Charting`Private`Tag$15415#2"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + PointSize[0.015], + RGBColor[0.560181, 0.691569, 0.194885]], + Line[CompressedData[" +1:eJwV13k4VV0bBnCkSF6zRJMkQ1FeiaTcicyE0ECmSjJVKFNChkioqISKpMlY +IRUZzkaRzMM5xszTOQevqTJ8+/vrXL/r2muftfd61v2svc3hktl5NhYWFi1W +Fpb//+qfH2koHbVQ15DNNBBMN1Bn1xS73COqBN4vac86rGSx91lC8gdRLYzE +QDTNShUGtW3vn4iao0RCI+SmlR5OnJsvvi96DjVm0nQ7q1Po2nNLM1rUC98z +Vee4rC4iRfhY+G3RUESOCJvVnPJFMOcH6UjReDhhuw7VPBInT6XmTE69wL73 +Nl8zjBOxbiXYWmdLDsTzP6VpXU7DDlPGCCUqDxItTSGp/m/g/VMVCTOf4GCd +4FbVlQORPP5uVtYSsK1OCf5U9x4FfZo/6g6W49e1xxPTP/JR7vxk46kJAoW3 +2JV9HhRiVuoQb5ZbFejC9iuaHF/A9juDb+OOavy7Tq9NNbAYyit2Bcezf6Cy +v+Zsw5MS/AhV+lm5sw5ra5P5pctKsfXu+O83jHrcXlLkn84ow/h8T3eLQiNY +/d/eC3EpR8GF2HJ95UbU8GdvCXcvR1Cb+ssStUaEJLanh18px/qPT9zeaDdi +ft3D1GDvchy5ZrV43Zq8/puzjm1IORJnWkUlIxoR6iYj+CmxHLpTteYePY2Y +lljDHKgqx4uxL9U8MU34R4ungm8TBe6Pjm13jmvC8bkew9AtFKho9ftXJDRB +dXts06w4BdVPuOSvpzWhWOdHZ+MOCqZMTsWOFjbBULyY6rWHAvWPc8eJ/iZQ +tihZnjxCATXk3y5f1WZEzVrKJztS8FyhYl+LejOu5cyp1TlR4Np1MkZBqxmB +G2W1WFwoYFEJwrBxM6zeZB+2vkSB1NjPVPNzzdjEIzP015sCLxNXxz2xzbjI +LUChRlDAs/kVc2CgGcuZfc08byg4bBnS1T/aDGG+LLOetxR4xNrW9DGawRow +tDY7k4JW1g2veheaUf5aR1I7l4KnQxE2ndwteKimssb+IwW7c51rm5RaINsn +4qJRQYGR5u6M8tAWWGiKSGX2UHDjOtfjssgWZBcVvdL8RUFu/lB4aUwLngfD +jtpHgZDMM4evCS34FptwdWWQgk5uPrHPmS3IKavYozxBPm/rVMS75hbI10k0 +Gy1QcOdivmOKZCuuHQry2cFLYOxwVsS6na24WHz/aCofAZ0N6W+v7WnFupCW +OTEBAmxV8QzDA61Q/lKwmlOYgK+k17Xfx1rxlyO06ZsYAccexXAz/1ZM5Gze +MbiDgIZFbjp7YyuC+gVsIg4QeCr3uupSWyu0bAeSS9UILK5KGaV1tqJt8PvX +uYNkXb+PlX833Are8dIMaxDYzXcp/8xSK1KmlmR5tQhsqpGvKJBpQyBvSj6P +EYG5wxkDToFtmI3eyOlzhkDRi/Ek79A2SLtmuVjbELjJKXc8PLINNtlcC+q2 +BHjqM8vS4trwSG9/1LIdASnb7Kfdr8j7JfYlXThHwDLg3Unz+ja8iT/i8suZ +/L9fU7xnW9oQPPTnzGsXAn1ailVXaG1obejwdXMl4M79YV/sQBvsvZXlp90I +hCflCVQvtGH4rFLI4GUC+Z8+/sC2dvAxlGc8rxHw27wQYizVDp222IDN3gQO +B+9XO7OrHXLMlwoVpH/ofnrjt68dDhUHhXh9CQy0fQ7P12vHyQ3HGu/4ExCa +Kz68y6MdKjkc+xSCCNBOLc+rerfjqx6rXRHplGL1HN3r7Vi75la+djABubCS +zY7h7WAIefRa3CSgJVT2JyWxHfr7rqjYhBLwUiTy1lPaIfN428L6CHL9lMRT +7n0jx2dWscaSPql8PYr7ZztmHl0eZI8koHZAyYGN2g4laxm1MdJsR17wMhjt +2K3yUyIpisCMJstfp5l27ImXXmG9Q2DwqPVQ/+92eLlpFziS/qYnVExlp6Lu +lVq+bDSBWNNQ5woxKr7kDy08iCEQdLzX4rA4FdwmhtnjpD0sDmp82UFFg4sR +EEuuz6kZkXcKVISO3Z/pIa1rZbJKTpkK78t8ovJ3CaieyWS8VKNiuDhJ1If0 +JvtzFcnaVIjqmeZw3CPX/2xproghFcbCH7UMSbOc35R835S8viK1IIZ0v1Oz +R4Q1Fbe0ghT+uU/g7WUtcS8PKjYU1AROkk72SFnH9KZCLrx0cXscgWivxbmL +AVT4zCmfsCB92Sev1jaCivZGufR3pB38+D7Roqko/IeZ0Ena/LrrC4s4KqzC +C51XxxNQCZL0N3hKxVXxsdcmpGVuBjlWplFB+D0S9iQtFtppqvGGivDQVrs4 +0tzh+w8VZVOxN6n69jvSy7fiZVTyqLh28VFcLenJyEnB95+okB228x8m/SvK +cEWuhAqzUwZHVkg3Rr8ee0VQscnMf0ToAQEilr1VopqKzlxhdxnSBffsyp7U +UbH6OZpUSb+OK8rc0ELFjmdbNuiRTnywISGORsWEe/tBS9JRj7xCeHqpENsR +p2FP+vrjevfIQXK+ElelnEm7J8mdZh+nQkQ4ffwyabsnEUcDJ6komte7d5W0 +2bMBhT+zVLgLRIn4kNZKPbzp6l8qFP7E3vi/96Ulc0yy0LB4N6jyGmmp9IVp +5zU01K4OY3qQ3vDKvHtwHQ3JzRW/XUlzvcn9bsdPg2mly+A50otvufM71tPw +bfLZ+9OkGZlOKZabaKgoiLI3Jt2TTUQ1bKNhqerkNEjX09knFKVpePJk98c9 +pEvljhrGy9HwaariymbSuS5hmbP/0sDg1ZFYSzrlbQX3CRUajkTRvk2T7/fu +6Gq3woM0bFB/c55GOlhGu1b0CA379TsXSkg7vKyM7jSkQf608Kow0maDaxiH +zGjQXHPJ7xxpTUkd42cnaNhm3TyiQVryeRWPgwMNnI6uGXNk/Qj94rhEuUBD +1uLMSi3p1eK6dZJuNGiz7TNMIz305FvssDcNO/bc/qFDurWTc1I3gAaaxzyL +COmqjXomb2/SYGnzQ36ArOfXj7/zuUXTcNbL7ooP6YT2tVd+3ifvP+MbAdKR +IvoNexJokPyWk8BO2vlB9b3p5zQoSsikR5D75XQz1/Tx1zRApSpVh7SBoIFZ +fhYNVkVqCeyk5e7VCPgU0rBGw97z//uRfudH3FItDTv7G4d1yP3bXcM9Y9NE +g7uySeEcud9/chmZl7bTYB4iEZpGOjuiViikn4btAlE882ReXA79+YDzNw0n +v3T/F0bmiR2FZ+7iMg30514vJEmbsh2zrFnVAc+KSdMyMo8Ug+rWx/B0wCr5 +4ouZ22Q++dc/EpTswPXdPPKaZH4NfOZb8JLtwKmk0OoGMu9afpucbN3dAWHF +UEcb0gXeDRseq3ag/95s4pVbBHw8Gx9vOdYBEZ/Yv4FhBP46NyfJ+nVgcuB3 +zUEyb82Vz9zbHdiBOoWqg/lkHmeyDoXvDe3A7Fjh1C7SNgnzVw7FdCBHtlJG +KJBAWYWYrunzDqTQP9fXXSdwS9x+xqe6A/Rkc8UZsh/0jo+OBtR1YHMG/a8J +6f0fPXpuNncg6d987kyyn4wZhVbf6e7AKqfH7GeuEjDyf5WSMt2BPCPt4289 +CAi20g2/iXXC9ueZx9Nkv3JNvXakdmsn7DUn6XtJE64rKo2SnRDePHnHk+xv +11bxb+/c3Qk3Ok8G/SIBqoLSb+aRTmhw5rvVOhJ4FuWXLuLSid7YnINqZP/c +pcGx7PilEypTAXcaTMn98TZDur20EwLiJUNVJgSUhExM9So7UaLGplN0jMDB +4YQXuxo6Ef64TOwZ2b+No3caTA514pdasoiRHpn3VKMEX4EuSFs4ZugfJvDp +SrzinYtdMDETvfRTjoB6x37rJfcurNUr3R6+i0C5VleYu1cX/u65M6K2k0C1 +iBTVJLALi2WjaanSBDqLPwYKP+hC4jq5cQsJMu+5On48Le3CvU4lTgcR8nzz +fNuFdyLd2EuZp3OxkPNN4JGq3NSN3HXdqs+WKRCP+TtA29aN/WX6Pf8uUfDH +t8WBXa4bdOaYitkfCrJMI21OHO7Geu3PMoEzFAiyTlksOXXDzLvX8PYIBT22 +pVp6n7uRuuLw40IdBd6bbSV+WfdgNP38F9MEChxMFCw77Xtw1rxYOOIhBcYh +rLfbHHswfG8NoyiePH+Opk3VXu5BL3+pqMQ9CprzRko/h/bgY6noBVokBQqG +HrbxmT2QumghucqfghG/sGSdxR7UrNAiVawpkJuwWNdm1It1NQrPIEbOj3eS +k/jTi+C+84VN5HmdvSQpZ3vyLwhcDe8f/V4GF6Uv1LUGfXhQnRehNl+KDD2H +lK9zfRi+zXfPXKgUs+NifEMP+7HGf8lyq8NX5B/XWRWvNQB/Y929504WIVA3 +7Fne0AA0uXjaPK0+Y1uXfnta2CAEtFR9WU8V4oBKaLyo4hCENgYr7txaAOst +db9Zm4awyzlNXHJNHmaro/suBw+jdUg/IqD0HRLYbbzMJEeQ+T5bLeRYDgS7 +85+zESNQFOv7KKefgdUBweaqV0YR7b3jfIvgK7C8scnpExhDtfQB1yzzNHgk +5kQLlI/h1azdlu9cz1C8K4KT330cxpf4sjR3JoBf30PuJs8EXvVGK2jY3ken +fH2Tb9EEOj43iYoUROLZOH/AqpIJcOh3k99KkXB4c1wqumwC9Roxqw87R2JU +ss0npXICWvd3xtVsicTcxu7NVfUTOKEwmrUuMgL8XBMXhAYn4PkuJkbF4Ra0 +hzgWs/+hYzItYMxPOgy5TyE5YEPHagPXzNiVIPzn9x+HvT0d9WMHNZ73BkH5 +xKvxrrN0+EkJR/8sC8IXXt4PbU50GH5uc/IKDUJlULdGjQcdX5tY1s5xBaHD +IcD2fTgdHR/YjHNUb2CN9JfEoGw6nNaFusS99oPeqks3lnLp2OfwH4vWFT/c +6ZFw8PtAh2+D0LjsAT/wJ9yW9Sqk40rz8sKDH77YtPZ04YVyOlgjzZIm//OB +4vhCi3ErHTeXB0aKDL1xJkeZf/MyHVuzlMQ2SHuh4PQCTz0LAxKftQc8pj3B +s+Yzd8gqBkwbjybzfPVEqfUhzlFOBpazhrestfSEBJfWSp4gA+JLSi7ckR4Y +OmdKN5QlXesxYfX3MtzFXL9fN2cgdtb2t/J2V1RWyFftOcEAlXL2rlu1C7Ze +YRJ9pxjILn53daeHC+qrPEp1bRnkkTsjX4XiDMWrvh+FnBlgO2zVkOZyEfN1 +4emZgQyMX93g29viiKCw1ODOt6R1H4S18zngH28OffssBvya9D/11doj0clN +YCiHAbm7LyLOR9njg4FqGjOPgXS1j+daOOwxxN9AsJUwQBuaXLBbYweDpyyc +sk0MpJjYHw5QskZ7rGN9VgsDv9umu4uLrXAu+EeCYjsDRwXrlqZ1rHDjXILs +wS4GzHg8o9RsTyN3p4LBsWEGOqVibhs8Pkl+X9vGXP3LgHa413icmgXSXldY +/lliYIsnS6pSszkUEndtDWRhor/+KGetmzn0AuZzIlYzobp5ff5g2nFc14xt +SOJl4v6rQ2xFG83QV/dVqHw7E/7XbbqPeRnjUplkl7YUE/Ft0+oFhBEW399O +r5FhwvA8c5+AiBGEH1oqt8gzofYcbpllBtC1ZpwYUWHCWfJiqtduPWSNbE7i +MWRCqqgv6LWjFiKehNl1G5PjcZN3tkIT58zoO7JNmdhz4Pjez9Ka2FRUlGt0 +gokNS5M6udMauB1rVXnHgYkCVa2BD4aAoxYlyvo8Ez6UtulpRXUc+b3TVM6J +Ca1/a013bTmE3w5/OmrcmFi44cJ5Z5UanJQfT3H5MrEl2dtFlksFWuMsH2n+ +TCT/NBc6tkEZW1Ocrr+9wcRX5ynua7v2oXXtfg79UCZqF2N+1djtxdGu1k2R +sUyYzB9Ne8+hAPH76n0n7zOx7Bb3ftF/Nxa1X76SecDE7uoF95fTcsjLvar4 +LZGJxHCexP3LspAIFdLleMnEi0d/i6JjJLG8//o/ba+ZiOoWLaQbbAeV3t/4 +MoOJoBg2x0uCErh74sMZ7XdM2HkuD38N3gpX7o3b1+eR72uWopZmtBm6ZTdH +BguYMDpwchNNfiNWdpp5hhUx4Zk6Emu8SwS0nk/7LUqYcLTMfh6nK4yC+G3L +kuVM8Lc3axzwE4T78mQEUUU+/8iNtV/E+KD/4aRxfDU5frFGTVXwH+xwKhU8 +V8tEydlhuS5RLnQ2xD5d1USuH/Vd70AqOwrD5882tTCxqlLl+IntbIhXs5VN +a2ciTsStIzZpRf3yZCXDo4Osp+O75v2P/FU3SN+dd6SbnK+NR3iw2ry61OmH +vgK/mEj3Z+HOCf9PnY13Wb2vnwmD9xEsgpKT6t2U8+zvh5iIzbdL95YeU//s +U/s9eJSsRxvRn5cyBtQfyu+LNZ1gQi8mxM7ydY/6lb5k821MJnSOu1PvaLap +Gz5iF5uaIutdwkK8SKZeXcbQtad0homAITfDA7mEOjtr84u780w8L3n887nO +R/XefDVnuz9MhMSJaH95/0K9yDltj8ISE32Di+kqeaHqj7aum11ZYeJ75Kd8 +/13Ewf8B0sAZCw== + "]]}, "Charting`Private`Tag$15415#3"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + PointSize[0.015], + RGBColor[0.880722, 0.611041, 0.142051], + Dashing[{Small, Small}]], + Line[CompressedData[" +1:eJwV1nc01u8bB3AyEr4kVETISCW0iPi8MyqhRYOSzJCRhJIyMkKEyEoRoezs +IntlZGRFiOdJlOf5UFYl/Z7fX/d5nXP98b7v61zXuSUsrhpYr2JiYgpmZmL6 +/6lrPdlVPXWGULHYk1zFlqXCqiXsPCq0F52T7e4CWyTV9yTFJRYKacOldoHd +UcJSnSoi5XtD5jjmPl+9xK4UpK7X3l/wROg0CkPUj2yQSFWXChVN+ydmjJgJ +2L83LlVf1rWMNZcxhXgil8nrfc3q3/x76s1jzJESlPzvl0Of+jmrxbcPhaxw +QENdkypOUa/XEi6tS7wMrelP37tT6eqKkur5c2J2OMn3ixZlvKieuMrspXSq +PQYmTzh92sBMcIzfTTkr4wQeu6YMz30cxJvP3e11p53RVKh6ky97LeF80krX +JOYa7MN0nlU4rCdkqucb5/pdcEl54yPZMFFiWOGeVpiQK0pm57ZliksS0Ukb +q6UvuIG9QlH7ipksocubqVaZ6I60/06U26XKE0zeB16fHbmBnxEPVP1Z9xAl +9LZ9pJgHfA+2B+03ViYcTE0L7pnfwvCMs7O+uRqx5T0pL57qCYsMiYXwDRrE +gLpvVhn1Nu69FNqyfEWbeJCzTvaUjBfy5CpYmPbpEIdEnz+fsvGGVLeyn6SP +PuHVmLC25rQPWn5xR+VnnSSMvSjHw+Z9cLTnDxu/pSGxV0kuzDjGF4NfPOZl +Hc4SvHTXVmnlu6Bu4gvc1G5MfEt7u+ZH/10MrqdKHgu9SDRcZNepvOkHZyfT +arkBMyJZ8ERgiJA/2ETY3nGKWxKe7bH1Z9/4g7nVuunIM2vibMDnVZIXApBS +Xux+75ItsUt9mwb5JwD1h+sVQ0ztCe75a97liYEIeN43LZfiRHzNfvP2nvo9 +nA1UT9q74RpRa8WybDhyD3ah2zIzWa4TN3uib06LBeO9p5/WOqMbhGHocElZ +dTBOGzzyMq/3IOS1Zeb9zUOw1FT0s+7SbWLNstOeU6vuA03794bKeRPUwtJr +oqn3wT18NyxsvS9RZc+UP6UVCpUt376Qr+4SCZJH6cXUUOT2qXzMsvMnTkUN +Xjku8wDMSRLCJ/YEEXJ6ki+Fmx7AZviYf/+REIKDxeHrhE04zLgra/7cCSUu +vV55VXU6Ahvzovaezowg9AUlu6TTItAfvd6HbTmSUL12ZOb+fAS42D+OmZpH +EYLbIuSNYiKR0xOgw3UlhlgVUHSsciIS2soaX77yxBEznwccpJQfIsb2cpN3 +SzzRGieRNdP/EHabq4s2BT8hyuYOtZyVjUItNaqrISyJSD95ZariZhT+1h7J +OtCXTPhyFG4NForGXNRB2ivRVGL7kcigAudoFI+Uncu79pzoDrg6NdQUjaqZ +G8GC/WmEFItclrz7IwT1Wvm5Drwg2jQ4uY3aH0Ft1bfQJLdMws1n0sFXKgZs +QoujsTLZROPf5/I93TE41ec6cLUxj7iq5hf+d1ssIl53Z+kO5RMbPc1nZHxj +MfSyaCp45BVhtyRa4KEQB+axHPmx1UUE98+YfWKh8dC77OvsRZYRxbvcYnQo +8ZA345a+qfuGMHU2XLymmoDIyMASq8JyIo/G+7p+MgGzzIbvI/IrCSM5uhAd +jyG3qfBI85Zqgsm+7daG2MdQ+mzQxTxfTRhMBqldOZSIjP7gNttXtcQfGZsn +UYmJEDiXqfLncR3x3PrQSsXPRHzw6DjMF15PzI8zV/OmPEEGIfQ1LryRiBu+ +pVW88hQ7qNb10/9aCA0R4+cjZ5JQc8jZzWlvG/HtvDIbR04SNNRX9Utdbyc2 +T3tY5uxMRnbX4uAajk7ChWuKX9M4Gf0/XgxfKu0kGrcb1ff5J+MkW0S1lkMX +cdVOSZrpUzICpiyZ5b52E/VBab3Rq5+B2S8izCHnA7HxhUDgtj3PEMZ38Wyh +Rw9RPfFjwiDkGbYWDOl2SPUR66zyXqTtT8ENywXDwuaPxGW/zcaqVilIdIxQ +j6kdJMpTwtZ0hKdAzVgq3KtuiLAas7+yNMFwilARdXCYKDaVldN7lIpBoxyb +kV1jBKdX7KfR6lTsOZhyuqptjDB9wh7mOp2KFbqhZLb9OMH+iUp7ovUclpyG +H2aKKYSR8bO8mdnn2Hxgw4ctXhMEOXSaM0U4DSNRb9zy5L8SgaYc1oZaadj2 +t5hXk/KVKLS8KlwSnYYXtmXipUZTBI+TeoCncjpeqWQ1xrlPE2kzM6NyZumY +ufzQjvsojVC7/lx1JCgdlvW0EVZxOnHlJtfMwcF0bKYsdTYMkUTD3Y/n2e9k +4N8cs79c4yxhwhZWXJqWAVc/v15zzR/Ej3sH19q9z8Dm5oJokZofhHhYRkOr +2AuwkUx07cafxO1YN8XI2he4efPH1rMz88TubD52EY5MOG5VgEHrb+KdfINZ +u2ImHl/r+MXh+ocwe3Wz3Ms4EybqnoO9YstEWMmo81hmJvYdcNkx4POXmKzO +GUo/lgWn6UM3GvcywVvLXMnIPQuD20vlmGOYsL5RIHJNUhZjfj3f0ZaYoNXq +edhhJguiLfYvZuqY8bT36KtdUdnwjXPn3X6VBfuM/nJRyrPxxHduzGeEBW2D ++ZejqdmoX9irWHCCFb9GN4gs7stBgmgkz2tlNpz+9iWwYiAHRYEWf79tXg2u +f74mRzbnoXyEzA4/zoU4u3OmcofzkOTAPaA0xAWpHjkzPqc8vFsoXliy4wbx +st9y6G0eXA6M61DC/sPrlzHFpfL5aPcLVJkgeUEznK7Qe5+PYa3QT0UR67B3 +Tb86MZ6PqyLHlqWm1uFWZU2l4kI+6n7Ou7/X5MfqbbHVgptf4e3H1+MDv/gh +saJRP+r4CoLk7zUiNwRx5kVs6/X/CuAict1xKn8jEi/e1b8sUYB3Ru4RepuF +ML7Osd1oXwFElsa41ocJ4eodzQ71iwVYc31EacZJGMEGtO7VOQWgpMXv5dUW +wdtlzcHH+oUYevoORpvEwVqw88IDs0IkpH5/y2YqDl2bjZ98XAtxQ1rEyeeZ +OPq7aMPWiYVYaB0bpGyXwGx63JjCdCHiBTXdIo5sgfQp+mTd/SJoK2Wv+fFS +CsLeR1RtnhXBM+foHC+zNNbmJN/nLC1CDUdkIWEsjd8chvKnxovQ11hl188t +g87q0usj+4tRs91NZY/vVtxS9F1Z+lKM01qt2+4lb8dV08ETiX+KUZhpeqxi +zQ5YhTKGna8E/yTyBGVcd+DE5BetQLUS7Lru+D5ZXw5SybrB/FElGHDUol7n +lsd7XgEB+YOlMOg0jO+gKqJO3dG660wp7l+tr3wsuQtl9o0lrvalGNbYLSJo +uQupTTeNy2NKYbHkdl6Augs3vYef6tBKIRnpK2xD340tZPo2y4QyaC7Y3nKR +3ocb71UQN/caZ5qTPi9Jq4JHvvjLO443GMiXdWe7oYrnYYqhf0TeIJ0z9mBb +syq69Ld+ND30BrEivU2hTgewo1XgunTMG/xL27h2qVYNo01keoFyOXye3Drs +GAG4b7U/RtUrR0rckkUyDeC+N/FT0KwcJzR4XnZIH4TK4eGDHkHlYHfNiVoV +cBBR9S2D+FiOnuusMjo6GjhSk8bTfqsC8jsz2rvGNTEiLlG88qACv7aG8fFs +1IKrT+IFxdQKDGZyWr4+poVniHoR1VoB8WVtv0tvtPDnrY/meZG3eEr9K/Q7 +Tht5by64f337FheuuZVM2x/GhiK+EWbmKgiVug4uOejCJPTPaer6Kvg+GO74 +XaKLFKsvrY1yVfgrfX/wEbMe5ARfv75vVAUmhQzjhDg9aLqbPRLMr0LkmMeB +n+36UEo8lx6tUI1b/iFNsWdPwNw0/eKLkWqwBidY5LgYwF93U3z8VDWcZlIz +VqcYIF0poidkrhrylcE+5V0GmOa5pefIWYMLDeyJu3Ybwr3qmMpupRokCS4d +tlw0RKj4vEBFWA00rOecD0SdQcm4VluHWi3yF3pzq/mN0afjOxt2pBY5vlvX +cR03xkJu5Xp9g1oESP3gfx1kDGVPFfNmm1r85DRN0vhnjDJ+hYXqh7WIE5V6 +tHb2PF5rC4sXTNZCy5jfg3XSBBXpM9ejo+vwZ/T+d7EoM3zilo83SKqDh3HR +7skSMyy72FeuzazDI09hsalBM6hjgiOsqg7xNdJNjyTNUdk/9CTgWx1mejNd +k0vNUcXR1OR+sB4H1b77ZH+zQO2VJ5uMp+uRmVH3VM7LGoVT9vamC/VQmHRW +DU23xnNb1XJLpgZ4WD/Tk+ywRsDl/vNOAg3YweMZsiR+GToWfAl+ag04FcyZ +rN10GR3GARtzQxtwuMvSK3SzLT7pOAqy7GxEwJedH7b+uoL2pgPWHMqNqFtM ++9Ela4/Kw5zF/2k0giP0nOdrI3skaWec3nimEe9vewZrvLaHxcGxqJ13GnHH +9cK46h0HTCqfWWfU3ghVgjazvNYJ8zLqvDmOTahx/vE+uMgZxLhmU8jNJvjQ +nJ9WdTsj8ImOt61fE1qLuSREZ52xXuA0KRnfBK7xC29PyF+DErN9R0J9E0xa +pupiMq/h5lBceNCmZjAX0p83ZbpgOXyO1+pdM74fLAp52OIKbb3fTRo9zfg8 +f4FlmeaKUHYmH7HRZlhOiMtE8rlB9A7XzOBcMy6YL04Rxm4grmzpPCX+DstW +J79nfXODt/bJCNx4h3LTXMpXwRtY9Str7SbpFiiN2jQ2P/DApnbNn1Bogef4 +gynZYg/sffax10qlBUfnZRIKhjxgfXT149xjLbgeQOfW2nYLzfEW0pruLZAu +4xW+0HgL4apCqnZNLeCXWPzsxXEbIrcDLUvtWhl7OavnWI4X9p0UPfzpeivU +vgpXrPvoheNSRbLMXq3oXrhxh5XNG95tYzTdh60Ic6lfdLrojXER9Zsjb1ox ++uHZuV0cPnj59mcoG3cbmltpW52qfKD0z6zEMLcNCWrURlvchf6x6ruHytqw +YmNgV3zuLiwfi51Qrm2DtlecgpDzXUQoj3wV7mvDkXd3jGWe3cXU1QtC43/b +QFU8423E6ofEz2duOx9rh+C0/qJMhx+Ya3U1w6bbYarA96zOPQBt/nvfN27v +AEsP7/KrtcFQ5W1dFbmvAwIH4v1rdgXjRby58oWDHViOr50hDYLhl/sgmTzT +gYbCyIKXjxj1A5MuG307EKrG/PChSAhe7Hiy4Up/BypX+myPKN6H5tTdfHbN +Tiy9UjuReTUMYhHff72kd8JPtotpUDYSlebeLwt+diLp4nE1IbVImO7hNy5f +6sR+sdlHNicikdinWta2qgu9ypwVu9wjsVE0xJ1c34Ur7Yt3btdHYl2m7M+9 +6ML15rGts5YPwVZvPV0V3gX2X+2HfHOj8H1xdKRXsRtnO9SuBl+PQYlNeK2u +UjfOddb8KwiNgU8/kV51oBv1atZ8M2kxWF/6xPHl4W7kGkn0Ph+IYezDC8u3 +Tbqxpizu5S8iFglzfUJSQd0IiPXtP8sbB53Z9tMuo93g5Pl7iK8qHs+/lbfw +PPiAa9GE4X8mT8AjmkFSqT0o/3VJc6UkBaF2xZeTpfpgk5579cuGDCwczKLa +evdj/cREJ2dYNlx31xetrxuAwscpAYUdrzCaW3+/S2IQLX7haetfFeHPlZ7H +224NYSbwtlxoaBl2aKxeuVz+CaPlpoe/+VTgSIqEzasNI0ha3aOrH1ONG6KX +toyZjOLBBq3jB2ZrITd9hqv/2GfEqPIqOds2gJ93hqP+92dEreI6eh7NYK16 +nCeZOAZqqNI1Ts5W2O8t/7hGbxxafxuOftnzHllHLZIrF8ZRMcRe0VzSifnv +wmsnYihQVbsVtaDZjWLDIyzR2lRkE2sds399gLdOQFLRBBWZZa7tuXG9kBjW +HUgN+IKAd9ycqbv6oarsHy20ewJZLaXzB6YHYLK54xfzhwkIX8n5nus/iPmW +sHFn369oCN5h+VzpE+JYTV0NpCbhHx6hOls1DP6R4pRV9ZNQPb065M/uUbDd +8T2tcm0KKrs2xZcbfQbTS9O88XXfcO6Zith2pjG4JOSFrav9hiNVI9W1GWN4 +uyOIg8/pO/jz5v7Gq42DT9dF7i7PNBaqpxg9H0dyDS+XKt80wnXoq1Zej0NR +JWdqln8aFT9yYmfLx3FcdjLdXGgaVgdY9vVWjSOE3VRCQ2oasRcj9j1oGgdr +3dH1TKrTuHtcgaWpbxwLBySYvKyn8a618O6puXF82tn5waNiGvU9mcfKdlCQ +9J3vDkvVNByk8qc1d1Jg8dJQJqxmGuOri13a5CmYkuq/mdw4DUnV9t2fdlGw +sGlEtKlzGg0KubfpyhTwcU7bCHyZxm0VF5YRLQoOT6xezv2PhsKxxCNfz1OQ +/xRSVFMa3mV/DYkJoODnrZ+rzc1pcBs26esOpEDpXMb3YUsaFoMfsvMEUVDO +y1vYb0tDu3GAgG8IBY0+IxqtLjRYUzzHjMMpGLK4c6kgkIZ5snVDXxwF7FvL +E3xyadj52b5qMZOCoyxXvf7m08BVTdVbm01B6OgWi1uFNJgsJJZuzWHkjQvZ +5lpGw6HtMnKGeRSIrDlfZlNLwzDEAxILKdj9fan3eB8NJzZafFgqp+BinhKf +6AoNTj6HOvpaKSg5v8TTyUTH2LNX6aNtFPCwv+H2Y6Hjt7+P1Nd2CqpN1Dmm +OOhI6nuw7kcHBVs4tf8V8dMxnOJauPiBggmrUzT9bXRkLpqN1QxR4CTs8O72 +aUZ9NL3m5DfGfRt2NimcoyPcWIJP/jsFYtfI+nFjOnLv2zNzTlPQ2eRSrXOJ +DoXk7Pq3NEZeN49SgSt0rCsv7xKYpWCxIzAt25sOWb+MLz6LFPgEPPP9lEmH +zc91KydYqPjvxmpd8xw6WG2Pm8wznGDruG4ij47HrcoB8axUFOqppJJFdKxx +zlcaYaNigq+rflUVHWwT9wSNOajQe8rEse0DI1/kaI7Af1QMhF/uzOmlw2NX +WlY6w1a+bXG7B+h4euqpizIPFV5WcdvUhulInOy+cIaXivztinonvjLypEzE +3eWjMvbfpQduf+iM/8jFrBRBKlJfNJz9/ZcOv2Kb3RLrqVBM2CHmzURCLOO8 +71OGj95ZzAtiI7F3Q477ow1U3NYK73rMSyLBYKnCVYiK8Y5KgVpJEtph1i+W +RKi4WiM1fFiGRGexdZqlKBXLBSFprbIktJx327UzLBhzVql3J4lWxVntJ5up +0DGhn5tUJlFur6cnL05FzqToYx59EiZzeoGCklQEPQkwGzlOIuWV2oo7w1YG +NOncUyTs68vpfQyLVFTkHztHIlFWROWhFBUh4RcaQy1I0CZuXluQpuKydt19 +E2sS/zRpWXoyVGj+2n5KzpbEe6bLpkkM/7L4PdTqSMJZQXqH5lYqbJXiZzk9 +SOQEy1u4yVKh/Z2pdNCTxJjwxguVDIsl297O9CIxWfGglW0bFX1r9q/W9SfB +KkhbF8HwoeE+keBwEo2xLKoPt1Mh/pAYN3pIQmbrFO09w8uH0zNkH5Fglljc +yLmDiqJ8t93NCSSkwy71eDK8xV9AZ3U6icVdKqP6clSs7L/9X/8LEr1zSnp3 +GP5Io3SnZ5H4Lccln81wxLnCi4dfMfoTwW/EtpMKB+5NkuuLSHBWKyUpMKxT +c3fySwnj/Zx4Lhox/G+7wfWAChIngivU0hgeHH29/0wVif2n/E3fMVwSLbEi +VUvi4QnKwneGnVZmguqbSBwd1b8vJ0+FbqHR8egWEh2Sevd0GZa2rea3aich +zNb86zLDn7rCn7J8IBGjJqv5mOGywEXLD70k3J4wbyxkOPrApW2pAyRu5R+y +esew80wj3WWIxDmlGZkRhvXS5Is0R0g0qf69NMuwzPkYj3VjJBwF7HhZFKhY +xbtCjFNIzFkp7uNneKTOmrVggsSPjSe7JBh+c7P9ne8UCTbbBoo8wzE794Wf +miZR2RPmoMrwtfHE0xIkiWy5DHtthvVjWYVnZ0mcD+Id02dYVt9htHqOhIFe +Q5shw6zMPc8jFklslmqSN2b4c/GBK2a/SRzkFlh9keGKK6kKin9JqOhknbnE +cKwY1/y/fyQe2IQKmzH8P3bq9ok= + "]]}, "Charting`Private`Tag$15415#4"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + PointSize[0.015], + RGBColor[0.368417, 0.506779, 0.709798], + Dashing[{Small, Small}]], + Line[CompressedData[" +1:eJwV13k8lF8bBnBUSH4UKmQpUipbJaI8l8iaJZGIRElCZcleSWUrW7ZUJHu0 +kH1LQmRfsjNjnzF2KZXEO+8/M5/vZ57nmTnn3Oe6z+y6dPPMFSYGBgZx+sv/ +37WvTLRV0M4SGn7dG15wHjm6XpXfcZBPFmf+DlimmT0+fjghNi6X7yQ+ZZPu +eJ3vPz4msNvXfY8efLiStHyXNiqdaurOieczguew1Eey6QGl3cGCqWvCpmiK +7pWhkE4qrWhffmq1xwJKz58V8yyZKk0+7Ki2irGCjeCazWkOB6Vz1r8+RvBZ +423PlghPU2+lalX+wqo4G3T+3HHWKiVQSUZUKfuH8DXsr/L7EUuKUopjsswQ +S7bH0Y0KCXpNr5RYR+4nGe+5gT8Hzn14+zNDqWSovanKyBEJIg0FfBa5So6n +rbXNY5xglZO5pe2/MqU9FT9rfnQ7I+xHcPT25iolknSAagjfLdQTAi00kwal +qATeCjEzVyz0jIj0PmhX0ubMPF4e54azhXvY65N7lBh8jhUbk93hcF2+6dvu +IaWC2cYjc8KeECuPUl1HGlNysLDICbDyQh/3aYPHryaVRJrnpHYme+Nim49m +ZeO8Uo+S75uisdt4P51ULPj3h1LoOy5xgz138aTAPuvDjz9KaoIpKbSrPpgo +saTs7lxTulvzfPNno3uYHZQxUbmwjjC9O6oX8vMeMjKskXWJhZCVkwgxjfHF +8AW5fAd2doJz9laDmPx98B8xnc0t2ExMpn7c+L37PiJ9kniXG7mJLxeYNcs9 +HkBZI1l02nA78Wqrvv8jvodo4E9Tkzy3g/BuelptXPIQ0e68DHtHhQljvyEm +UTM/HJdZLA+4L0IcVNp3Yu6vH8JbI3+7XxEj2H86+ZTG+aMkiN2jM1GcoL4t ++RigFIBVs/e2vpAgKq3XrRiSA3DnM5nRVlSGiBfQUdzpE4hCtgmymuUhwqMj +ymNaOAgltFGFlT5ZwjCYVFBUEYTQozmn7GPlCamTe34+tHqE9NF8ydx4RWLj +yo3DBkyP8Z93zs0j80rEWG6hk2DyY9xkLDZuqFcmPtkzZNNUg+HwlZdrqE6F +eC6qNZs/FgzPQlqy4++ThEFkn53enlAkFqz34l3QIiROiWbw14ZC9Upgz9ZK +HYJ1nQOVcjUM7YvaXeat+oTzhb4I0/XhkLproDkUZkBcLF798MkoHJvJiauC +5w0Jna2ibWKp4RCT+2v6R/MsoeikMf/4ZzgmPXkHYi3OEVv3hUuZxDzBiAST +mjiLOcHkl6dbTnmCXU2v1FtfWhDzQz0Ou+UjUNY3WGCca0mQj/97/CggAqE5 +Ft0ZMpeIhthdb+a7IxD8M4il8OtlouiHWr2xeCSsqlofDt6+QqSdtqOVeURi +OfaGZ7jeVcKXNXdvEF8U1GIWlO6ctif2azwJzHGMws+axJ3NedeJdr+btP7a +KDyd4tqZtMuR8K7W1d4gHA0JNbIJo48TsXudxBspt2h4iicYJyw6E40n2NhN +mqJhVtUzlXDvFuF6b8LBd3cMKgUo6jJ73YiafylSHe0x4G++lDP2xZO4efxB +2L99T6HD8kAhssKb4PW2mt/j+xRTrtvLKb13iGu/BXM8pWNRInmsYU3Ol+CS +X+FK9o/Fqlowc6vrfaLEtc+lkRQLSVYb1uaaBwT7YswR4eBn4BRlT7VN8ify +D7rGaI4+A9fNSrd4qUDCwtHwl5Pic6jpJybKtAYRWTOcxdUTz3HZUufjoHEI +YSIxyzeLF8icUuquUAojGOwbvbY/fQGthleWX16GE2cmAo/bqcXBL+DceNuX +COLvnqvxkXFxSNmbk744E0mkXFFbLVuMw9mVWK27u6OJnyOMFZxJ8eh+M242 +Vv6UeLlraKfCn3hoNN+paBd9RqhblvteOv0SVj5ia/rPnhOxJC/V/NWXkP8W +qaNcFE+cEDBNIZ9NQK7b+sNDlxKIyfPyG1jfJWAt98Z52fBXhNC05+V3kq9g +2HVks6l9EuG8icatYvoKxhE1zhdsk4ma/SbVXQ9fgc/KgUXIMYW4eU1OjGHg +FSL6qvqkEtOI6sDUziiWRLCcM+E92JBO8L7m8d93OBG5Yu9DDRkziArKd8qZ +R4nImKsRdop8Q3BZZ71OPZoErxvrbw++zSZsHgiZKlonQehBgEKu+weiNClk +Y0tYElRS4L9XO4ewHra3+01JwkHWPaaNzHlEEUM/fwhXMqQ6qYkOC3kE+07t +hl1EMiYFLq0LGcsn8i3EJU5FJ6OGWM0/Ol5IsN19OjBYkYylIvXpY4tFhEU8 +c8it6WTEb6FtzGIrIZgHxmbiVVOg905ebci4jDAxTcyaX0hBbeFYdXV+BTHX +b8SWxJ8K8bWoxsPnPxP+FqxXDFVTQWtsOZ66rpLIvXyTvyAqFYq9fvHrbKoI +jhtKft7yaZCty7T9YV9DpM7PD0pYpqFLqLOu+FgtcdwlRZEcmIYJMRZb1y1f +CTuPTfPKfWlouFGZYdBSR3y533ue+U46rBKZmzVimwjzDSH5hanpMJa09Lvy +opn4HqC8+VpzOqLXxn8FpbYQO0PSvzQIv8ZLhcHNZdRW4vZTV5knla9Rd9t/ +8B/xjeDm3/dYZeo1TgmXCmeRvxGZcQPji9wZiEx7+J/3/Q6iO1H1hfGVDAyy +bDmW29VJHHq7hVmANRNJxgbdY7k9RJ3UF8smmUwMJzd/yXDrJSw/eJTeNc1E +gF+4twzRR4QUDDoOZ2aC24Yzsb+/n5ioeNefpvsGFkH5e0WMBgkfVSs5E7c3 +uNCr6VAgPERsq+F5sjHhDaKevL3FGztEqDZ4qzvMv8FluXeMqk+GiZedWh8O +Rr6FeUvQi+C0UeKIyb9No6VvIbNJkNvp8BjR2JdtEzX2Fpe6VBPcqsaIP4Pb +BX4deYcZkfJavplxwmhy3L+s5x1W2t+tKthOEJvWfM01hLJwubdZey/bLBF7 +7ZyFhHoWdBr5B7MaZondHRKWW25koXd0QHrrkzmCyOi+3P8xC96q8mo9kfNE +cUZMfqFUNh54MtaOq3wnGC76ymWqZCOSMeb4TO53Qp3HoTDOOBsSJq9shPcu +Et/unij2vZuNR/vrzUR5fhAzhtNlp5qz8dTP3uHRxiVCdmO3EjGSjaA3Aq9r +g5cIr/LP5TJL2ZjxnrnnyPWLYNn3tGKr0Ae4Dt0Z3iP2m9i1eqJ68PoHXBQ5 +Ybf92jJx9vXTBpf/cqDy/d6vZuc1Iu7CfR2bXTnY1xrt6ryZASNc15tMjuRg +lbqg+deWATfvqLQoXcgB9+OBzmdCjAg6M9PO8i4Hn8/3SUTFMaGVpcdwuSIH +NVubDbYzrMO2j5Ud0x05OP3fT1blK+uQvDe2q20lBwZTA/UxsuvxcUWl74VO +LlasZfdOUzdgfY6kWahlLvI8kndKmTJD+yrvwL1buegelvuORmZ0t82QrsTl +IsNNmJlWyIKFtNhh6elc8KT+ezqduhFiBrMTVY/zcHNl8lrx8H/g99FQvJqY +hx+fPZ8w+nBg87tXj9kK86DI8nOyR4gTy6yGUgYjeXgzXKq3//BmtFYUupCP +5sMrSjwu69EWfJnd/MVXLx/Ozu/Ja6NbUCJgt03MOh8PRcQnCwkupHoIFNuH +5eOrQc8Gx99c8JLxXf09no9Yux/pbnd4cNOiTz/ubz78HZYMvUd4YB1MD7Mt +Bei14KBu1NoK/YlxVf/jBVCjONp08W/D7lfaQdyRBZjaXM+Q2bYdzZw8PFLK +hXjmH/oA4TtQpXT9StvZQlx6fslg/WYBFNnXFNyyL0TBsJxs/BMBJNd6mJbG +FMLWdOegxXNBePiQXmrOFKIuq3Tnu0phiMyl7bv8vAgaoqIhrgoi2C7I4M2c +XYSNmXZDe4NEwH7KtDHjSxGMvLKvzfSK4Ffappvz80X4r5vnb9ldUTRaOObd +0SjGZ7YGztLO3XBvVkDsj2Ic5XZOfl26FxxS+eN1rCUwKFbTVdsujpQQmeC/ +AiVY97d9/R8XcbTp7O21UCtBj/V6vSyZfTjQwOMiFlOC9R7/db8o3I/B2rm0 +HPlSXDMgsaT8k4TbXnvdsVOlCKBF8ffbS4E9gLK41bIUQSfd7hj0S0FBnaTs +GVgKI4eIIuZyaURW1/ehtxScA53ZN+pkoPE5laPJqwyX07SKdMoPgbxzV/5q +aBm+PpfZsJ7hMG7dizOTSS5DkGNrjaPKYSQi8nVkQxnCjO8bO9Ydxt+P91TO +C3yEPXtbvfSQLLJKzNyoHz+Cku1euHRQHtvztpAZGT/BvSBx7bDTcZgH/zUa +2/YJBXUjmvs6jiPJeryhRoLuZll2yaNKkNhaXPzY5BMW9zOdtV1HQMXNMnpr +9ic0SLVXTKQBcnHn0qKkK/As4X3urycnYBrYOOynWAFbJu7QK40ncPvWCUF3 +tQqYXDjcY8+igs86B6JMzSpw5YHqIXUfFej8W/UVCqiA4TtOHwM3VVhZpF14 +Ta5AZvkbt8r7aniovePZM1oFkvdPvUetGtLkwjse/agAi9P9sqvs6pjm8Dp1 +ne0zmC0Fd3yMVYfbJ12FQ3Kf4eM1de9lsQaCd/7kKQv5jJs+L/J0BLVRMKJK +71yVOMlkmbvDVR9dmr4LIRqVcDm5fPp1iz6W3pdv0zlTCftiUdzbehry3gpW +X69WYgF8uuzOp1HELb1UEVEJ5iWx+g0yBig+yb8zZ6IS6/WzWTkrzqAv85ya +42IlpH7nsq4tnsHy5mg7qdVKfLrgJXtR3BCKJM78TO4q5Gw+X+ocYYgS1w3a +yUQVfX5XTf7YG6Esbd4lKqoKul3pkoJHjDHALvXsTEIVNsyIH7RyNMaKs335 +5swqdH3l19/51hhKoLCGfKpCKHPpay6xcyjv7o/3m6yCmMeT6H4BE3xira11 +U67G15wve17uPo9Ku/gdptPViLl3UYbhuQVyafb2FkvVSDw4azw9ZIEUW8XS +ywxf8Mxx5Oc58Yvws+k+f4PnC/4E1fNlF12E5qUtzx8c/4KIHzplJTct0WLq +x/s++AtOu8uNzSdZYUDz+tZ1kjUIzaMyXVSyRlPtsSus8jWoPHLH2u6aNcrV +2fL/O1GDUZP61k/R1kg4mW7Ee7YGQ/LPhbXnrHFJeThS8k4NuPZfXR5PvYIJ ++bNcJk01ONirYOa/6yp+7lHifHe9FjH2LhGtRnYgRlRqH3nUYnjyjPu5MDv4 +x2v62D6oRbhs8TWVejts4zGaE31WCyFmEQ31E/aQY7RveV5di2uc3Ilcsg7w +6I8NC9zxFVsN4m7ulryBlbAfnNZ1XzHQGH5W7qgTTp5arj3R8RWFAUKckuZO +CGZmuCc8+BUxfVOqF+45QfDOpvm+H1+hxZjDY1/nBMJOpNVgZx209+tzqFo4 +w+fk6XC412E3Y3kwf6QLmP682bxDrB6/9pKHBA+4YUeTyiKk6+HCrJXSYegG +2cTeTmuFeuR9nzlTfdsNV7RYXrzXrYfWvTYV/RY3fH12SUzFrR6acR17+Nzd +EabIp3itth58pwiGN20eELjtf7nwWgN0PtsuKeR548hpQfUBlwaEftW1vzXm +Db3deeKMdxtwmc3nxizPbfg0Ds9oRzQgk/L6V6LbbYwIKHmQSxow1zWzyq50 +BxkfF4M3sDfi0L7txiJddyG3Zllg+L4R1uxvN1gL+kJHt+K+WlEjjg9WbNip +4IvLL4T15Ssbwf3MrfufkS/C5clU/q5GGDqMnBMO8QXtphnfyL9GLK6/mLay +6ou4obO3HXWb0L2n+4w87T4YK7VVQqabcGv6lJl1z0Pwbs7k8FlqwtNSfSLk +90NIWWzsd2RoBhS2Kvbz+uH8cq2LEU8zmo08xymmfsg7pJa643gzGBYF5j6R +/GCTDNbMx834oCs8Fzbtj8aHss01+1sgIvxpwXJvEBQ5G5ieHGnBjhk1sQD9 +ILx+ZiVvptyCn9vypgfcg/DgfeirubMtUBKqLN9eR7++Z8KZ17cF3boros3X +H+H1gfjtdt0tmLrAHGVW8RgqtPvZzCqteMB1rXf8USg8pZrr7TVaIVp6mV+5 +OBTZLnzjrTqtsBHm2tdMDYXQahbfi3OtyMo+LOevFoY/XKT70tdb8X28kJzH +GI7s4/JnTWLp19tfXQipDodw+NSfjNlWKDRdsXhsEYFyK5+MnMVWlBR6a+u5 +R8DiMLdp6e9WBKoIRe0Lj0Bcl2JRI1MbDP98dN1XGQFewUduc9vakP21nqa/ +NxJcmeKLsmiDz34XDdWlSGyovjL9KawNVafCv+1Mj8bUr0Fyp0w74ksL5iPP +PUPB1bBKbbl2BKb8kXb3fIZ73UTap2PtONrfPOb14hm2FcZfz1Bvx1aNztnR +wWf0fmG2ctu8HW2k08qE3XM8/9HFtzuwHdFREYm7/F5Ac6HJyHmwHcIbuXg3 +d8QjZbK0niP0Gx7GJBlOOSTixlN9UbvIb6h0g3q1byLkT456f4n9BptTghnv +YxJRH88meTv5G46kR/QWViRi4bRpGK3oGybq2J/HbU0CUbhkWD36DX1Mg5L5 +lUnofXCQ5KnQAbWzs4f09qeAQzB9bmysA4ZftJevyaRD2fgBaZTWAc6Xv9h4 +NdPhHHaxYWS2A8cL1oK6Lqaji5E3feh3Bxxy7ow+DEvHS0qgxQB7J2iqz13T +59IhlW3X9E22E6L9/eEsua+hqyr1pvJhJyT/uV3RU89E8LV8m1e7u9Db51dU +kvAOS8pvxmx9urFQ93iTIS0Htw5V522r6oFY9S0eR8NCDL6vfty2qw8i/247 +/v5Uhr92HS/2efVjYceSxjfTzzhwgmXVpnQAQw9KbI5froZG0q6rH7aTMVP1 +UePhbC3cBS+KDJsPwt+m5Er1zQZITJ/d1K07BJ0EEZ6LTC3g5pxnrV4egvR2 +oRuDt9uw/tOLLNG4YUi82Va9bPIN9rKlvRtPjUD7Nse/KaNOvNG69Kp8aQQI +Tc2iHu7Gzyn+zZSYUdy59i7ZrKsH+YYa66JOjiHBl9PP2qkPgaeK/AQ0xkBi +HfFZc+uDueo+1lStMdwZZbV8ersPTIc3/VegN4ZRh8M1HwP6oMfVsq3HZAz8 +FTKjY/F9mGg13i9wfQy3mOv2P6/rA7+ejUFK9BhEEjddDBPqh4+mX0IeZQyh +D9/a8pX3o93C1lyGNgabzw/FKiv7sdv1FN/bqTFc103Qu1rbj/rELZHJ82P4 +FRk2kNbaD56/8f4Ry2P4wSz5enmkH6/fFVx35BhHwrEp5kXmAbRyTRyTkBsH +7eg2re06AxDZ1/A7/eg45uOeHdU6PQBXvM8XPTaORDlC191oAPwOt6R3KI+D +UeQIqdZ8ANZfGETZtMcx+mGjmeL1Afx252ObuDCOVIry5KWQAewiafck+43D +TorhYm79AB5VHss6GziOEP3nIgXNA/ieLuHP8ngc2zd/2JTXPoBKZw5Z+/Bx +zLrkqyb20Z/P2h526MU4OKzWMZ6YHMDrw6Yan7PHIZX243IkKwlSj64WkPvH +seOqUprTCRJibpqEhJPH0V3qu6njJAlrRlrWKsPjaMhJUz2oSUKr8AGuNMo4 +WjqjRQb0SHDKn71+fWEcQvoOZxfNSMgbchVbYaagpvK5jZgrCYryD6P4DlEw +lbydCEgmoesSn1y8LAV/XbpbNqeR4BL6vnunPAX5t37HRb8m4e14D7/4cQpO +eXUNh78jQShKMlFOnQJvv9Bh3UISmBa63hmep2DXb1G+oToSXgo46HebUzCr +fNdXoJGEY5qMC+cvUlBunsxi1EzCrYQDspesKeAW4rLJayeBonuvxPEGBX5K +IgqK/SQ0ZO6rDblPwTLvtgyTKRJsu8ptt/hREJWWsF19hoT1TEZs0QEUlOZF +BEjNkUCY3tWNC6aPJ+6r9fx3ErJZvn3LjKFAoOLEmPwyCVHWt4dqMylglePw +6mAhQyZ8y/1T7+jzMbT9kNNGMppK00RbsiggM11vZd1EBjN3m01XHgWncy4W +i3OQ4fFZbGasnAJ9Rm+OAzxkmAu1/GH8RoGvdPD5o8JkcPA555d2UrBp28bj +L3eS8Zl7q5NrDwUbBeIYVneRsWej2cQEiQKKHtuBN7vJmFukdLVMUBCk/Lyp +dB8ZSbNBEUFTFFwk64bP7yfDiCahpzpLQWy50R5hCTKKyM5fChYpOK+fUH1N +ioz7dau58asUmAZci8o7RIZsdeLNc4xUrEZOlRYeJoNafvLAlvVUsD3wTM+T +JUMn71HSw41UfPRXrHohR8bqe0kLgp2Kh1q5c37yZGRntPL95qBCW7eq59pR +MrYmbHtiz0NFrIp2r5AimX5+KdYR206FaPW2mTm6vaLMWQf5qFifIVZQcowM +clCSzxlh+vPKGyyVlMh4fUvqhsJ+KpQLF8aXQMb5m237FiWo4Prh7RStTMZ/ +drfG30pTIaS7lix5ggzniyXmO49QcUF5cUlbhYzd5y/w9slTQZuhcbfS3WXE +0BGpSEXC0HirnioZx7TVT7EoU6FktHm3wkkyZk/SmD+rUNFu3lmQQvcrBFd6 +qVGxsaxxZKMaGWcUpe/KalKxMqKeZkv3+iPtCrPaVLQZx6xV0F0g7fozXZeK +rg+cM1zqZFzbz/vB6jQVhSkbr1vQLSBW6rDDkAqrXwN3kuluFrYQ7zxLxZlH +Y4IjdN/jZxwLNaHC/9ydU/waZBzempKgaUZFlAvzBh26KZwaZkwWVPRwDGu6 +0x3LNrmtzJKKa26OW+Po1t4Q0u56mT6erfzXSuj+tyYdKm1DhaSrmko73dnL +7Vo0WyqElc0TRum+9NN1Q7I9FT+U6+/O0s0zz/vZ/AYVWdb/yN/prp0svb3N +iQqP0ivl83R7jVscbXWhIt3TdccE3RJDjD+C3Kjo/v3qRw/d5L6ULFVPKtaK +LDSr6A7v1LD/502FrtXerel0q7RO7im8S4XlZ1fTh3T/rA8ZcfSlQrG9htuM +7oFNnbYrD6joz9yZKEV3pY7AXIA/FYfXmXis0OcnI+SyK3cQFbxkudhqusOb +M/++fEzFn/HANX+63Ti/++4Ppd9/fcc7VbovnFZgLQinYsjpY8IyfX32t9fy +NEXT6+3gLf1zdG/m5nxhEktF7VFptn/09f5laLxr7Dl9Pc6pb4inu7pzTPJv +An39e6mFDfR6ydwmkeefREXerNj183Q/OeeiyJVKhZ3vXotRen1Z9DJq7Muk +4hfr3OwovR5P8ms15b2l4qaEW7AZ3QfMwg2Vs6goO6Bq1USv398DQpbn8qiw +/aT6NoFe32RBG8pIARUVPOo7Gej+YvHO4UYxFfvrDtSeJ8iIGDrm6VdOxZVI +g4zV4/Q82fVgbfNnKmS5boxo0H3xUr1fXBUVxlV7tB/T95PEmElE7lcqbt84 +mshA3281VNc3w+1UVB9vOZ1K379vxT8evN5Jd2Lu8KcjZEReW1/0u5uKW16/ +Yzvo+91yKqKak0TfrxFpbtP0fFiezSIpUenjVdv0rZOeH0PSvy7X0ag4wG7h +/VmSXi+OxKTRNL2+P59USafnTdT3xiX7BSocGDaKW9HzSHqJxvn8LxWBXxwU +QsXI2CZ/MEZslYqlzDNl2vQ8W3H3EPjAMAE1d0djRlEy6v8w7/u6YQIedrWN +5vQ8tP4nqrLEOYFVFseMRn56/a+3uHVm9wR4D/60DqPn6+rl7Ufa9kyApiMs +/5Odfn1V60/9fROwK72kd5aexzL3Vd11pSagUayltZ6Vnkdr4l6aRyew2fyB +uSAjff2XF30InQmktPldOEbPf/Pz75Q/6k3g5CEhSbV5EiqLbRiPG0xg7+4x +Oa1ZEkI9eu8rGE/g6X7PJUySsGep3E/Wku7bmTwTwyQYLwQ93n9rArVaQ1oi +rSSUnVbVyXCbwFzp5K2WJhJEslfYxT0nEHp3qtWtgYTZGzdDxe5OgOthOV9e +DQl+00ZPdgZOID/vydBEGb3/UoWfboubwNWCgW5Fej/lJucnMVVPII/s6njH +i/572O/cKayZwLMd/Zck3UlgO3bSxKFuArn/uBy7XOj9Nbb9v67mCTz54N7L +fZ2E7wZzHhm9E1i/i4187CK9/38R1z89NwHBNgEbZRUSgt+9+BvPT8NUU2cO +3zoSWAcudZ0RpIE48td5enUAD9n2f2DZSUO/e6x60fIAvK8W2TiJ0TD7b2nv +se8DsNvV2XZShoZtlr/bZoYGoBnN8XpKjYY45uUK5o8D2HDH10jBiYZ6pzs+ +LI4DyFuY/vPJhQan3PNshvb0842NSYK6Gw03A2PCYm0GUK0vPWnoTYOjw3LQ +lgv07xch+dzwo+GpXuTJUq0BrP969E3yMxoKmexZZ3cNgIl7npGjkob/vClT +7U39yAkwS4+qpiGwUU/H4ms/Lq3U6OyopcGKX//DKP28WDke/1S8kQYB7+FH +A4X9uF90SlK1iwaRywjyT+wHo0W6icckDdeTeneWufSDIcMia4RrEjGx3598 +4O5HzXT3jYStk+Dyq/D+w96PYBkDKXPeSVjIONxSZO7H9iLVd52Ck4jcOxqd +/rsPUrXib76K0z/fF5kjRaKfj8e/p70nJuF6c0ZsIaUPxbsCXnrZTaKiT5tP +T7oPzs+zQrgqJ9Gvk7g7U7oXhSvPAyqr6V6X9enK3l6sWPj7OtdO4sbQ6R/8 +wr0IEL3g2t44Cfa3kjLOHL2Ie8t2IaJ7EqVTAzs6pnvwpfyKBNfMJA7sT9h+ +9XUPeEd3NGzhnQJrZHF1B38PPh4IZN1yYwq74/pWpGe6sEXbWeI+xzQ+274/ +5OXdgQHJ1m+eZdOQfZT4ifUe/X/lS+wes5hBebf1JY7RRlzIktsiuDqDb+cu +c7a61+CeX6LvQOYsogIznsqfLMe7CcEXHDpzoDKZy3TxZiMw3s+SrDeH3Kmc +4zkfsmB9ZkbsvcEczA+5urw/mAWBsrJs3XNzGJYtCn508D0ehZnVBF+awzGV +lfedMm9hK/dsgc1zDn8X4r70Sr6GyEMeTZa0OTA5coRmirzC6tHb/3W/nkO9 +hfarUNUE9M6Mtqe9mYPQMO/L8hMvEX4u94L6hzmE/YxWXkfEYW3/GRe/sjks +j/YV7pWLxUBb2Mt13+bQKRh0UEQsHEX+vy5/65xDm8eKWqtaKKKOXdyX3DOH +BXXZuTMngnEqVSpPhTyHeTcONhwNRIlHU50vbQ6p2ZWxVWL3ECN5JMxgeg5k +81f1kiq34TQSZ7Rrjn5/FEttw1EPiOs4DFb8mEMsl0vndzFHrGfsSAn/NYc8 +z4KSlaO2GMo/Zme5PIetyW9t2fdYoswuWVrm3xwi/lw/K7XnNJ4Kb/q5tjaH +6JIdfDVuN4n/AQGL2I4= + "]]}, "Charting`Private`Tag$15415#5"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + PointSize[0.015], + RGBColor[0.560181, 0.691569, 0.194885], + Dashing[{Small, Small}]], + Line[CompressedData[" +1:eJwV13k4lG8XB3BaqX7WIhKJbEkqLch8hSRbWZKlRJESQkhFdpUtlS1R2cuS +nSxFEkqELDNjC/MMlQyyVKT3ef+a63PNXPfMnDnne+4RP3vZ2H4ZGxtbPjsb +2/8fde3H2mu/nqAIRoozApqOqq7QFHYdFFJC3a30AS67EbU9TxKSioW0oMIY +lr57jp/CEJEMuCpliC0mw4O9VooUvZaeomQhU9THPFfSP6dJkYzYnPFPzALx +9o5uXyeMKYu65+JtpazB6l70KbSyoXwL7qy3jbOFldeVLNrvi5STdvOv7gvZ +4YxzsrnouSuUek3h8rdJ5zEtPxQZk3iDoiihVjAjdhHqDy34qyYCKUnLbJ5v +S7uEw/xBj2Z236FwDAemmkm5oNDCuynYKppS+aWj5a2pK76sHRdf9TGG4nrc +TvdUnBti+iUNbv1+SJGqnW2Y6XHHAb2c5femn1D6d97SjBTywP2nUV+6zqZR +Yp5srN1m5Qk5NtvBfPUsii539sHXSV7Irom6KpyYQ2HzU60wG7gKXmfb1/Kq +BZSyiY97WWLXoP7E2cB8oojiZG1ddMv2OqIu057v+lZK2drKUtiSdgOqIl43 +LXdXUKhqATkvGT7oSui39vhQTYnK45MxkrqJbcvkz/FY1VIOb05P/+rgh1ta +NuH+PnWUmw2JPG9M/aHmWKpn1VxPsbg5Yhg56w8p0RUqbkcbKUr75CMt4gJw +wreh//6v9xTuCY/mbfsDIVQdlh9N/0j5lvGKc7onELFD9htVpz5Rnm44Fhom +FIxcx6CA77afKTda4uvNKoMxb3c8sORQF8Us5MsyCasQpD9mGXigh7Ju1s2v +KikUYfpi57wTeimjuZWvbqndgrVKTlrEbD+lzm75osnALYjHKLduUvlC8e6M +8R4Xu4Pm5o2Pfo0PU0wi+ste1t6BD13xtYMtg6KgJTUbbBsG1b8Ww25jBIVR +XO62OS0cpyw/xEopfqXUXGIr+KoZgRvX7D68nPpGSZQ4OlHKiMCqSRfd0sZx +itEDuqOhVBQC93MJW1tMUuT1JJ4LN0bBYX0Bx0m7KQrHcqdRpsNdnEy4Fe10 +fZpypmKpsMY0Gjcm3lR2Ns1Q9DdItG/LiMZN7bGFRPY5iorbkcnw2Wj8EHvG +b689T9kgG61gHncPTqdf932f+U1ZFlJi8Jp5DxwyCdwiZxYok1+oTpL770OF +j7Vpf/cipTlBPGey5z4k2c0frh//RwngKJa+IxQD+/RIAWvr5ZA7cu92kWsM +RiK067ysV6Aj5PLX3sYY/BXzfXzAYSUkl8vnKHjFInuCP0X3wWp8PLRmnXlL +LPKfD25ilHHA03/MKUAyDjrNxOWKEU40/E1X6OyIA+ujr0y2xTpcPhh0969s +PBro/zVypf2HjTdsJ6UC4nHUtbLo0BwXLv7aXHRtZwKqJmPOGPfzYN3PuL1i +EQ8xt1IlIH+QH6W7PON0Rh6icFSgOjFvPaxdTebdVBLBvxSp+s9/A/J/cFfU +jyVCqmPbT58DgjAeu33Q8XASXqY5qx8dF8aClEPyg6QkUHkEni+ObkK6/eGl +6p9JmORaM1/5VQSzw+y13KnJ2PdU/PvTf6JI6L+uWbr0GEn9QrK3qsRxSMQi +feDEE0hly94JM96Kb5b7V3LkPYF/8/LR3vGtEB2/di5vx1Ok+JY0R2yXxOWL ++7ax9T3F66psDckOKdTfzuiKWZ0CgztDqTHB0tj4bH2o7J4U+LkaqT9SkUEt +c5ppHJYCrrZClbuFsuCzy3+WcSAVrkk/hbk+yuN8kKiFil0qnvSaW8kn7UBV +aiTnp7upeKWq1CDjqgC7oUuOv5ipcNzGvcjiVUSptYy8Xmwa8sVfaab074K5 +RUr+5FQ6fsW3FndS94LVa7omVTgDuy6tOd5gvg+h1hz2JpoZCGwPjsyg70Px +ucvCZTEZeHc/yFqVsR9cLmohN/Znwkf0npkstwreBdIsV/lmgXd9h79SIwWn +VkaWlmdkwSrrin6BAzB9S53nYmsWji91J8muVMeWyKx3zWLP4D4qZMuVow6f +eE/Fe3XP8GC3xB7eFRrYncu7SoQjG186+bTCxrXwXuGdTYtiNkSXm3zoNjwM +m0LvqpsW2Vhsu6hnUnQYkWWDrkPZ2dBYvqg34qONsdq83kyDHKxO/Xg/eosO +HncdLdz1IBdNoh5mz9P0sNf879qRqlw8P+Jn0ySkj4/0gvMxjFzwD5u57rmn +j9+DgiLze/Mwb3w8bibIAKbfiNBqah7OZJbEmVw7hrX/Ak4dEc1HO/+96aAO +IyRcPGktr52PIK0dmxcEjCHZKW/D65IPrdK8TWKnjEF53nOu91U+Ki5ntLqO +GaPieVxpuUIBVLb/TjDiNMUPk/FqvdYCJNy95VHtZAYlzh41ynABfPo3atlW +m+H66zevFecKsM7L52XNupNYLRtfu0G0EPv+eVfn5p+E+NKh+kHnQiTGS1qf +XjLHiWfxzVf+K0IH63rx+xorJJ0O1D8vXgTBJq8Eh02nMMzn3GK+twg7Eg5V +NV89hcu+Gp/UTheBr/8m9evu07hj/KNjdV4RKvOWH3hQZI1Xixr0R/rFWKsu +tSAxboNtRhNjb8NLEJ8StKBnawdhvyMqDikloAo2jx9KsQNP3tPwNeUliHIw +mqocssMfDhMFo+ES5P0S2nzAzh5tteVXBg6UIsXzuKnT5fO4rhiw9IsoxZ4S +Pj2pJxfQyr1+vYJ6OVa+0y+UcnDGWzVn+/YT5dA4yG554aUzXl5qKPO4VA7d +/AvsB9e4IK3R26IqrhweN+6JPMp3gbdf/2OdH+X4kGwQm8rmiq2sTNlziS+h +q7Qv1szGDVdblZEwUwEZsVVj7hYe4FIoJd5zVEI7wVZL+7YH0iMVIxZEKtE0 +n2R2ptwD7frSNOvDlVAf0TU8J+CJ7c3rr2yLq8RO+yGb8h5PDDayMov2V2F0 +sdi3zOEqjrzJ4Gq5Xo0PT66b4fV1DGwRL12KqobQMbH2zXPX4eGfZKWYVo3v +xR/PHVG4gRQ8ePaguRq5Oreu+jy5gYVX/hqWIq+wW1N10D3EB/mVVl6jr17h +nnppfMmZmxAs4R1gZ6/BepdN/4ylA3AqYsGUIVCD7WLHI3p1A5BqRzQ3yNdg +9+I1qQcuAZDfUFERbl6DpjulI3fLAqDhZRO7oaAGQXf3y9fpBGJf0snMmJ21 +qGbX5hbzCoKtdebpZwO1cJzJ0TkzG4Jg3U0PH36tBfuiUdq8aCgy90V3hs3U +Yva79e83OqEY57qu57zmDTzPvpocJ/euV42B8u59byCTOn718ZFbiNgyu746 +8g3oel0rgzJvo2xY8+Ong3V4K9qtMBoWjm6dgKnII3UIu3pAlKMyHHMvXgvo +G9eh9NDRBquv4dh/Q9m2yaEOv1qqwh/pROAl/8652vt1SM36NHeTMxIVWsJb +isbqcG5g4gIRE4XqzMkrMTFvMRK4nGn2NRp1jsmbLMbrMVG0Mem7VwyKv166 +ZD1XD8fdcON+EIP0CypV59jeQSNzk4RefgxCzvdYuqx/B1rE+z1rxmKgc5Y3 +MejgO2zRF8rKsozFJ4uQjS8i3mG67WWenVYc+nScNyzf0QCa96DTOrkEzEqp +cec5N0L9jf78ViSBMqzRGObdiOC1+Tv07JIQmqzjdyGoETk6nPToO0kQWG/K +knjYCF3+9iyPziTsY7/0KbG+EX+V3R89vpQM796Eu7c3NcHer6DP78ljLN6d +4bZ734TW/QEZH6KeYtnvHJ5N2z4gmXvG76tyGpkLNmUmLz7CzBT+H3ue4WOw +UmuD3CcUPaysOSidD7Ho77+fT7SBqI2bsHYrxvf5wYEuxQ4s/Gi+o3ilHOnf +qj5wRX2Gtk/mT5s91eDanMViMDqxpT3R9+zjWkRcLD3/VLIbHBcI1WcibzGn +nsO44NeDiM4ebqHpd/DYXV8i8JaKXt5Rh9cvmjD4oj68XZwOW6/Aqk1lzVhw +7Hwke70XzQEmw4alrdh+aPXS+ao+SOhnWqm/bsORVHGHQsEBtGgMdFXt78DV +zWe2Dp0aRDzvtbWm4Z8hP35ibY/BF9x+HPhPtbET/NyTHPV/voBVjLEzK7ux +ouZRvkTSEDjvc8dJ8/WAflBLZ/DxEPoqK4fcBHrIeRr/kpgyhO+JF7oqhHtg +WabGx5c1hC8ntuRrSPSgMG/Qg61oCMrbz6w4oNQD6yQJlf7GIWTVHvuTf6IH +L6/l1Mf9HIKuUMvR5rgeXFKqonHqDcPbacr7LC8VtW1duS8NhlEunFf3Zz0V +G5wn/RyOD6PkWIFn9EYqajK2Sb07MYxnzjF8JWJU8AtGu/vbDGPN580r+3ZQ +UfXbbu285zA2Ci68zDtKxdoaLjXG02E8PlLcfsyPChsrWZ4HacMoFDzEuB9I +Rem85sihzGHIc25X/hxCxRnFa3ee5AyjleNEhl4EFcUpI12WZcNY9B2z3/SQ +Cqvgly7tzcOQDOn331tERc7Rs09fzw3jpKTnkt4wFUry4hT8Hsb90yncywkq +XnN96a1ZGIbynsOPy0epaPt8WvAN2whUNQ0VhX5QMXPaIurtmhF8Fpj77/U8 +FRT34z5NoiPYJupMRK6joS2RYt6hPYKTb940QYkGC9+/s8ZHR5Dx1/xj+j4a +hs9UP/isN4JgBvuu1co0zEiqfOo8Tj7/UlC4Xo0Gofy92j2WI+C+bmoieoSG +s2/llfpcRvBnKiDNxIJG5pAwDzNuBPx53/qqbtAQkzzamPRwBEmFcx/nfWnY +c6zEzyRpBI0CPrcV/WlwKzJg1aaMYJl+z+mEYBp+ePu3PsodgfsVRftDkTQQ +K5kRRnUjyMq+tfxXMg3B5UVaHO9GkNC6fxfbUxokLvotvm4cwfhzVeGVqTTY +ftzoJN8yAjjrCa/MpKH/vp7eauoIGE84y/vzaOgSK+R89WMEW/UE7kxW0+DR +7vvmyuQIfr/vm3v7mgb+IN1rcj9HYMftxRNTS4MRc2Qs/tcIZPNPasrV09CS +K9DkvpwBocYbkQrNNLxT9gmVEWLAfkvycCyVhlKTI8tjtBgI83FSoE3ScFvv +ZYjIEQb058RDZaZpOKUpy5FxlIGLBpwDHj9pWLZn7X9lhgzYDD4JXzFHgyHf +JwGqOQN7Ljt++PeHhrE2MzkRZwayRbYdtF9BR1VTY276ZQYq1H9pBq+kI6r2 +wM4d7gy8uLni0NNVdCgVCCtRrjJQOCOy8RMHHQF3B9RsAhhY86tamuM/OoQN +zxulxzIg0/FXeXQ9HT8O93yWT2AgV9BVu2sDHbVqOmaliQy0J+Sp1QrQcX6H +nFXDEwa2b172LWIjHcXrJuzGnjMwNOslwy5CR+iKM6OuuQwYs2Vc6yZtufjp +4u8XDPicSip4tpkOtvFClzUlDLwtcG3RFKNDv9nTW/41A7SG+4WmW+kQe8v8 +U1LLwDP3b2K8EnRMV570VXvLQLXljssfSD/MVg40bCK/TzjPiz3b6GDe+Rvu +2sGA5VBe0hdpOioCXLh+dzIw+L2aPViGjohrg9EBPQxM6P3VkJSlY/fFN7H3 ++xgw+1Zz0kqODj+dkCclTAZCK3ZUpsnT0WF94ZTiVwbmZp9g+w46JD31hHK/ +M8DVt786n/SHFN4HaZMMcEpXJuQr0LF+ITn0/h8GisSM2sIUyfrwBmhy/SU/ +n/letj+kK6Tt2ML+MdAvxiNxfhcd1qZy1wNWEPgx9wh7d9PxLK/M2ZWLALG/ +5d2LPXT8eftQbpyHQOu9rX4rlegwoPuMOvATKC21lbYgPb1K0/bMRgI3VFM0 +5klrbZYS7RUmsHMsveTQXjri93D2mm0m0DSTwH+H9EGbT6aGWwlcrLaO49pH +9odXEe8HSQIrNx2o0Cc9FBHbeliawMIW3sZbpJXSvMPfyBKYXnSpqSEdWmGl +oyZPwPZiT8oMaeonysoKBQLPctucpfbTsZ0pXqe0i4D6w6GtJ0i38Y2pyu8j +4OJ5Qfs56a2yzb+yDhCIapwobiXtiRelEqoEzG/ncUyRbjpxz/2JGoFCHQUt +ngNkPzp57NykTuCc1IK9PGmnwJPjcRrk+R8fOx8mXZOg8pzvMAFt93RLK9J8 ++ZvPRx0hUNUfL+9C2u4dm8QaXfJ825UjvqTLekcGQ/QJOPRf8w0jzTndkMR+ +jMCXmsCFB6RPcWRb+BoRiFvx4lQi6ReikQK/TQgc2xv2NJk0217Xzx5mBMYu +Zjb83yZ6JtGT5mT9de63/v/1mbb7DJysCPiuHCiPIf3rqtCasdME6OeEA8NJ +60YtNpyzIbCtlCrvRzo5fTBo8CyBNFp2+WXSk5V16lb2BILUJbaeJq3RnvG3 +24HA5GjnpSOkY0ZvVxo7Eth72iRGgfTo30tXW50IDFfvfsRHWmX9MSXdywQY +Rav9f5L1jJDbPfXOjUDedQeNdtID6hteHPIgYDg4OpRDetfJX46vvMj3VxWz +DiId7NwrrXyNgPX19LKTpLuDXjNKbhA4KMD9XYa0bGJKiuJNAkLC83/myN/f +pyDYOtefAI/4LPGGtHi/LjUthOw3rwQ9Q9Jhdar5J24TuJ7Hb7iG9HSWfOjq +cAJnPzET68h+rHPnUroUTSB6RQyvDGk5839rNj8g4JF5WaWL7OcHapNDrbEE +ZIwyc26StuPouLv7EQGEKto3kPPx8UfdeUYygZbv4bl2pPd+LlaLe0qgl8dY +5R85T6sex37/nUEg5d8+adn/z9ceiyNvCgjkRqooHyfnkUdIV/RKMdmfoa8y +23bScW1JZVayjMDp9EkzA9K670XSblcRmN/40FeVnO/v1l+WjjUQ6Fvh0/Nt +Ox2mWu1d7O8JnChbbmhAulq2Lre4mcDqvuLluWSeRMykWQq2E3DspcpZk3mj +EOZQNtBL4M+s26lYKTriLptHRg8QOLNwpZZG5tc/06N2GkMExJbp2giTbhPb +zpfJJBCytccomsw7t9IJZ+cpAvGHz08ZbqGDnjioJTZDYOroTxlPMj81/Ns2 +tc8R0HPa8zBelJwHvaL3SosEVv3W29pO5m/JF89ti6uY2C8d/FFAiA6RhvOL +eZxMrLXXrREl8zsk5+TnM+uYEKrqHt0qSIeZl3LAW14mtqbRqWJk/s+v/dsX +JsLEZPV3xXEest/2B8cI7Wai4ku9S+tqsl/OCu1LVmLinYSU3Qty31yJetGz +ZT8T/A1nOcLJfZRLUIVlDjIR0OlxSmU5HaIxO1L2aTMh+N5A3m2J3HdT3Xkm +lkyUHXHZjxkaHos4Hes5xYT+3odLX8n9qKrDPmV5hgnT9mVu96bI/fxku9JZ +OyaEh2vNuidoYBr4V7q6MLGkb7LlwFcamrNlGyMDmUh5pBJg1U/Dhe7XF3hD +mAgmQ7Ktl4YVy0zXxN5igqlMmdKg00CxuGmQFEHWIzaDfXMPDQWrP3/OjmNi +o7Tv0rM28r5i5/OlMZuJzsEE7S1vyX0t+uk3+2cmzI5pSoZn0MAl5F5a1cVE +8f3wGcc0Gt7wb3DzpDKh7OXQoZ1CgxSn1dhYPxNzHy6VTSfRwPrJ7P40xoTL +lk6RTTE0BL5fKk5eYoKt7dqxFwE0PPNQcFGWG8Wqlqj+fvL+ZHm5Xfan/CjU ++bNVcZKG/xw9iNydo9BdSMhIMqXB/UzlqS17SUfMJukdI+ulq623Wn0UbcNz +Qte1aGgVs5bpOjEKT4qnsZACeR/7EDnsGjCKi/5WgrZLVPSt7bqwGDQKS968 +794LVNTpi7BuhY6i7wPnschfVES3Zi88Dh+F8/bDb3OmqZDraFzfEjsKQ+lI +uxomFdY09iOy2aNIjvmReqiVioZRz5yhjlG0emrPFyVSkbDC2sNYcgx2QR3+ +xrJULJ0T3NsuNYZ1LQoKqduosHvbNntMdgzHm1/GT4hToRioedVAYQxZv048 +9RWmoumfzHWdA2Pw+UON8lhLxfyfn34U/TH4cuwRaRjvgdnUnXA5jzHYsA1O +/87tAf9Aaeqy+jHMcTZ6lpH/F6LW+fqWN4zhirvF9y7RHqxR1TJ3ek+et7Q9 +dUqoB8sSOv7rbh1DUmtG12aeHkwbsbyf08Yg9yj77NHFbrS9kzl2nDWGpzyv +In987kZE3qOFZOGv6GdJbnLx78ZK3wBTZbevyMjPu+re2gW259b5w3zfUNo/ +eEvwVCfcE/Mj+eq+oV+uLMwhtgOvtt/m4HX5DmOXQ4sL6W3g1XWXD+Qax49+ +9bpayxb07Wj7fK16HMxZn2rfpiYUPIYkw/oHriiU/eU4XI/T+ft4Ny/9wNU8 +rlNdx2rgH5IS0Jc9AZZtwYOXv0uQN7b5EZc+C1VPjHbyUTJxOznEZsCQBXx6 +qOpOZMDO+Me2F0YsHJNmirRGZECkurrA4CQLvp7TKdd60xF216oh4iwL+dzM +yBTvNFzY93BqzTUWLif0F2gWPcXW4PU6qzNZ+DKh2x+lHYelAz7/9TxjoWBe +OjMkJha0HyMdmTkssp9GjL2HYxB9svi0diELDzojBo1uPsA/OeMrIdUsLM4K +3qCVRqOv/e7j5Z9Z0Gny6yjQCcXL0Plzn7tY+HaoNEeFEYwY1TOyaVQWnC6o +hNX6BUEvQ6FEY4CFD4ZN59+U+aPSu+V9wFcWjNZeFKAc9ULcjr13jcZZCPDS +/LXF/wrchpNMxVksjNCVJdjKXSGj7zRYO8PCo7CUUcej57GCvTM9ep6FddkH +jYXKbfClVNXR5g8Lb7JCN905aoZqx7Sdin9ZeF4Rk1V2VBvxYmtn//1jYYVf +uYtxmT3lfy6NUcQ= + "]]}, "Charting`Private`Tag$15415#6"]}}, {}}, { + DisplayFunction -> Identity, Ticks -> {Automatic, Automatic}, + AxesOrigin -> {0, 0}, + FrameTicks -> {{ + Automatic, {}}, {{{0, 0}, {0.25, Rational[1, 4] Pi}, { + 0.5, Rational[1, 2] Pi}, {0.75, Rational[3, 4] Pi}, {1, Pi}, {4, + 205}}, {None}}}, GridLines -> {Automatic, Automatic}, + DisplayFunction -> Identity, PlotRangePadding -> {{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.05], + Scaled[0.05]}}, PlotRangeClipping -> True, ImagePadding -> All, + DisplayFunction -> Identity, AspectRatio -> GoldenRatio^(-1), + Axes -> {True, True}, AxesLabel -> {None, None}, AxesOrigin -> {0, 0}, + DisplayFunction :> Identity, Frame -> {{True, True}, {True, True}}, + FrameLabel -> {{"|\!\(\*SubscriptBox[\(Y\), \(lm\)]\)|", None}, { + "\[Theta]", None}}, FrameStyle -> Directive[ + GrayLevel[0], Bold, 20], + FrameTicks -> {{ + Automatic, + None}, {{{0, 0}, {0.25, Rational[1, 4] Pi}, { + 0.5, Rational[1, 2] Pi}, {0.75, Rational[3, 4] Pi}, {1, Pi}, {4, + 205}}, {None}}}, GridLines -> {Automatic, Automatic}, + GridLinesStyle -> Directive[ + GrayLevel[0.5, 0.4]], ImageSize -> Large, LabelStyle -> Directive[ + GrayLevel[0], 14], + Method -> { + "DefaultBoundaryStyle" -> Automatic, + "DefaultGraphicsInteraction" -> { + "Version" -> 1.2, "TrackMousePosition" -> {True, False}, + "Effects" -> { + "Highlight" -> {"ratio" -> 2}, "HighlightPoint" -> {"ratio" -> 2}, + "Droplines" -> { + "freeformCursorMode" -> True, + "placement" -> {"x" -> "All", "y" -> "None"}}}}, + "DefaultMeshStyle" -> AbsolutePointSize[6], "ScalingFunctions" -> + None, "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}}, + PlotRange -> {{0, 1}, {0., 0.6307831305050386}}, PlotRangeClipping -> + True, PlotRangePadding -> {{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.02], + Scaled[0.02]}}, Ticks -> {Automatic, Automatic}}], + Placed[ + Unevaluated[ + LineLegend[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + PointSize[0.015], + RGBColor[0.880722, 0.611041, 0.142051]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + PointSize[0.015], + RGBColor[0.368417, 0.506779, 0.709798]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + PointSize[0.015], + RGBColor[0.560181, 0.691569, 0.194885]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + PointSize[0.015], + RGBColor[0.880722, 0.611041, 0.142051], + Dashing[{Small, Small}]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + PointSize[0.015], + RGBColor[0.368417, 0.506779, 0.709798], + Dashing[{Small, Small}]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + PointSize[0.015], + RGBColor[0.560181, 0.691569, 0.194885], + Dashing[{Small, Small}]]}, { + "|\!\(\*SubscriptBox[\(Y\), \(22\)]\)|", + "|\!\(\*SubscriptBox[\(Y\), \(33\)]\)|", + "|\!\(\*SubscriptBox[\(Y\), \(21\)]\)|", + "|\!\(\*SubscriptBox[\(Y\), \(2 - 2\)]\)|", + "|\!\(\*SubscriptBox[\(Y\), \(3 - 3\)]\)|", + "|\!\(\*SubscriptBox[\(Y\), \(2 - 1\)]\)|"}, LegendMarkers -> None, + LabelStyle -> Directive[ + GrayLevel[0], 14], LegendLayout -> {"Column", 6}]], {0.54, 1.01}, + Identity]]& ], + AutoDelete->True, + Editable->True, + SelectWithContents->False, + Selectable->True]], "Output", + CellChangeTimes->{ + 3.795406560156493*^9, {3.795406624875147*^9, 3.795406652436738*^9}, { + 3.795406687580158*^9, 3.7954067248179073`*^9}, 3.7954068550976067`*^9, { + 3.795406923960969*^9, 3.795406950439761*^9}, 3.795407003367043*^9, + 3.795407093071993*^9, 3.795407142358186*^9, {3.7954071929347343`*^9, + 3.795407224535316*^9}, {3.795407254950076*^9, 3.795407270573723*^9}, { + 3.795407495804055*^9, 3.795407507357655*^9}, {3.7954075427579*^9, + 3.795407570317045*^9}, 3.795407948292074*^9, {3.7954083638549*^9, + 3.7954083696188307`*^9}, 3.795408519611854*^9, {3.795408579074991*^9, + 3.795408597639152*^9}, 3.795408644616681*^9, 3.795408731472436*^9, + 3.7969795911762733`*^9, 3.7969842477220993`*^9, {3.7969844063515577`*^9, + 3.796984487072523*^9}, {3.796984524385386*^9, 3.796984639573452*^9}, { + 3.7969846714808283`*^9, 3.796984683271688*^9}, {3.7970774399337673`*^9, + 3.7970774460955133`*^9}, 3.797077499316148*^9, 3.797127716785212*^9, + 3.800623932553752*^9}, + CellLabel-> + "Out[120]=",ExpressionUUID->"af80bdf5-fc2b-4b53-b047-0a8441e1c76f"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"sol33", "=", + RowBox[{"spheroidalKerr", "[", + RowBox[{ + RowBox[{"-", "2"}], ",", "3", ",", "3", ",", "0.7"}], "]"}]}]], "Input", + CellChangeTimes->{{3.800612976439578*^9, 3.800612982771328*^9}, { + 3.800613080202582*^9, 3.800613081067361*^9}, {3.80062279542039*^9, + 3.800622796229005*^9}, {3.8006233981535788`*^9, 3.800623404001408*^9}, { + 3.800624103886628*^9, 3.8006241045474367`*^9}, {3.800625971238729*^9, + 3.800625992214163*^9}}, + CellLabel-> + "In[139]:=",ExpressionUUID->"67230837-c72a-412b-b67c-8691be1c72e7"], + +Cell[BoxData[ + InterpretationBox[ + RowBox[{ + RowBox[{"\<\"\\!\\(\\*SubscriptBox[\\(\[Omega]\\), \\(lm\\)]\\) = \"\>", + "\[InvisibleSpace]", "0.8436868625231223`"}], "\[VeryThinSpace]", "-", + RowBox[{ + RowBox[{"0.0828556814875398`", " ", "\[ImaginaryI]"}], + "\[InvisibleSpace]", "\<\" - \\!\\(\\*SubscriptBox[\\(A\\), \\(lm\\)]\\) \ += \"\>", "\[InvisibleSpace]", "8.63579152534633`"}], "\[VeryThinSpace]", "+", + + RowBox[{"0.15340743739575072`", " ", "\[ImaginaryI]"}]}], + SequenceForm["\!\(\*SubscriptBox[\(\[Omega]\), \(lm\)]\) = ", + Complex[0.8436868625231223, -0.0828556814875398], + " - \!\(\*SubscriptBox[\(A\), \(lm\)]\) = ", + Complex[8.63579152534633, 0.15340743739575072`]], + Editable->False]], "Print", + CellChangeTimes->{{3.8006234044950542`*^9, 3.800623455166892*^9}, + 3.800624105616715*^9, {3.800625974038908*^9, 3.800625993499393*^9}}, + CellLabel-> + "During evaluation of \ +In[139]:=",ExpressionUUID->"eda983b9-ca30-4446-878c-e79ae1d82eda"], + +Cell[BoxData[ + TemplateBox[{ + "General","munfl", + "\"\\!\\(\\*RowBox[{\\\"1.0000000000000828`*^-270\\\", \\\" \\\", RowBox[{\ +\\\"(\\\", RowBox[{RowBox[{\\\"-\\\", \\\"9.831044928971744`*^-39\\\"}], \ +\\\"-\\\", RowBox[{\\\"8.318331898490796`*^-38\\\", \\\" \\\", \\\"\ +\[ImaginaryI]\\\"}]}], \\\")\\\"}]}]\\) is too small to represent as a \ +normalized machine number; precision may be lost.\"",2,139,41, + 19652527745811783749,"Local"}, + "MessageTemplate"]], "Message", "MSG", + CellChangeTimes->{ + 3.800624105659297*^9, {3.8006259740940647`*^9, 3.80062599355902*^9}}, + CellLabel-> + "During evaluation of \ +In[139]:=",ExpressionUUID->"2ce599cd-a2a9-411e-8621-caef18a5ed81"], + +Cell[BoxData[ + TemplateBox[{ + "General","munfl", + "\"\\!\\(\\*RowBox[{\\\"1.0000000000000838`*^-273\\\", \\\" \\\", RowBox[{\ +\\\"(\\\", RowBox[{RowBox[{\\\"-\\\", \\\"4.910890734454118`*^-39\\\"}], \ +\\\"-\\\", RowBox[{\\\"4.1557624826761513`*^-38\\\", \\\" \\\", \\\"\ +\[ImaginaryI]\\\"}]}], \\\")\\\"}]}]\\) is too small to represent as a \ +normalized machine number; precision may be lost.\"",2,139,42, + 19652527745811783749,"Local"}, + "MessageTemplate"]], "Message", "MSG", + CellChangeTimes->{ + 3.800624105659297*^9, {3.8006259740940647`*^9, 3.800625993568576*^9}}, + CellLabel-> + "During evaluation of \ +In[139]:=",ExpressionUUID->"ba8d3407-f39c-4b4e-8b1d-b0fe6b49ac94"], + +Cell[BoxData[ + TemplateBox[{ + "General","munfl", + "\"\\!\\(\\*RowBox[{\\\"1.0000000000000849`*^-276\\\", \\\" \\\", RowBox[{\ +\\\"(\\\", RowBox[{RowBox[{\\\"-\\\", \\\"2.4531793903681053`*^-39\\\"}], \ +\\\"-\\\", RowBox[{\\\"2.0762162954180295`*^-38\\\", \\\" \\\", \\\"\ +\[ImaginaryI]\\\"}]}], \\\")\\\"}]}]\\) is too small to represent as a \ +normalized machine number; precision may be lost.\"",2,139,43, + 19652527745811783749,"Local"}, + "MessageTemplate"]], "Message", "MSG", + CellChangeTimes->{ + 3.800624105659297*^9, {3.8006259740940647`*^9, 3.8006259935748568`*^9}}, + CellLabel-> + "During evaluation of \ +In[139]:=",ExpressionUUID->"90be46cb-635a-49fd-9d86-9abd79e7134e"], + +Cell[BoxData[ + TemplateBox[{ + "General","stop", + "\"Further output of \\!\\(\\*StyleBox[RowBox[{\\\"General\\\", \ +\\\"::\\\", \\\"munfl\\\"}], \\\"MessageName\\\"]\\) will be suppressed \ +during this calculation.\"",2,139,44,19652527745811783749,"Local"}, + "MessageTemplate"]], "Message", "MSG", + CellChangeTimes->{ + 3.800624105659297*^9, {3.8006259740940647`*^9, 3.800625993581304*^9}}, + CellLabel-> + "During evaluation of \ +In[139]:=",ExpressionUUID->"45887bf4-81cb-4e56-8a80-c25035ac8247"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"0.8436868625231223`", "\[VeryThinSpace]", "-", + RowBox[{"0.0828556814875398`", " ", "\[ImaginaryI]"}]}], ",", + RowBox[{"8.63579152534633`", "\[VeryThinSpace]", "+", + RowBox[{"0.15340743739575072`", " ", "\[ImaginaryI]"}]}], ",", + InterpretationBox[ + RowBox[{ + TagBox["InterpolatingFunction", + "SummaryHead"], "[", + DynamicModuleBox[{Typeset`open$$ = False, Typeset`embedState$$ = + "Ready"}, + TemplateBox[{PaneSelectorBox[{False -> GridBox[{{ + PaneBox[ + ButtonBox[ + DynamicBox[ + FEPrivate`FrontEndResource[ + "FEBitmaps", "SquarePlusIconMedium"]], + ButtonFunction :> (Typeset`open$$ = True), Appearance -> None, + Evaluator -> Automatic, Method -> "Preemptive"], + Alignment -> {Center, Center}, ImageSize -> + Dynamic[{ + Automatic, + 3.5 (CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification])}]], + GraphicsBox[{{ + GrayLevel[0.6], + AbsolutePointSize[5], + PointBox[{1, 1}], + PointBox[{2, 4}], + PointBox[{3, 2}], + PointBox[{4, 3}]}, {{}, {}, { + AbsoluteThickness[1], + Opacity[1.], + LineBox[CompressedData[" +1:eJwBMQPO/CFib1JlAgAAADIAAAACAAAA4ScLwZmZ6T/ACPskWpOYv4AjHgZ5 +3Os/cnpQh5xu1j/qWn1XCVDuP5K7ih5ptuc/r+pongFN8D/CUK87BHLxP46d +cUQ/bPE/ujUa8/qu9j9TbqBw1aPyP/TWyyAhFfw/neDJZqDG8z+QAqdF9GsA +QM1wGePDAfU/VsVD/9nXAkCidscSKDf2P6Bp73exDQVA/B1wDMFX9z+TpM3k +wfUGQDzjPoyykPg/7M3Z+O7ZCEABSgjW2LT5P3pl9LwNcgpAbCYw0z/T+j86 +ypori9cLQL0gflb/Cfw/lpOs9xIqDUCTvMaj8yv9Pw4alcoYNg5AT3Y1d0Bm +/j+pB2LLtyIPQLClAv7Nmv8/NnA5bbjSD0BLO2UnSF0AQFrcILXmpw9AsTLc +klX5AED+sDHBQukOQNp6UGP9igFAbZ+lR/sLDkD10dd20SgCQNHi3Mj38wxA +42MO5MXDAkAZdr6AZb8LQJRGQrZUVANArv7zEMKHCkA4OInLD/EDQLBlMO3M +IglAnnrNRWWDBEA3d8OX6skHQNf3wBnbEgVAD3D3ndNyBkADhMcwfa4FQHOK +7Wak/wRA8WDLrLk/BkC/MhCgYawDQNJM4msi3QZAwss/TmVLAkCGc6iEq3cH +QIsIg92+BgFA/OprAs8HCECrPCvgePD/P2VxQsMepAhAKXVLE0Xg/j+RSBbp +CDYJQPRz0a7WJ/4/kFqZaBPFCUDN4sX5uLj9P4J7LytKYApAvh1MbRmT/T82 +7cJSG/EKQHzT1YZwwv0/3W1pvRiOC0B2LZ/10lT+P0c/DY2wIAxAVrX8MJA7 +/z+DS2C2aLAMQElWzbMzPQBAsmbGIk1MDUCi9bAadCABQKTSKfTL3Q1AYexd +q+EpAkCJTaAId3sOQFyS/ndEhgNAQAPGdkIWD0BHWcLdahwFQLoJ6Umopg9A +vd1CiejSBkCTjw8wnSEQQPiVkXD08QhAq0KpbbNqEEBsk2Azxi4LQCyTGthZ +shBAYCBYjj+gDUAnaxVkFgARQMwfdA9ySBBAg+uOIqBIEUBj/5rHgMsRQNFn +q5SZmRFAL++xNeOlE0Dwt3AR + "]]}}}, AspectRatio -> 1, Axes -> + False, Background -> GrayLevel[0.93], Frame -> True, + FrameStyle -> Directive[ + GrayLevel[0.7], + Thickness[Tiny]], FrameTicks -> None, + ImageSize -> {Automatic, + Dynamic[ + 3.5 (CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification])]}, PlotRange -> {{0, 5}, {0, 5}}], + GridBox[{{ + RowBox[{ + TagBox["\"Domain: \"", "SummaryItemAnnotation"], + "\[InvisibleSpace]", + TagBox[ + RowBox[{"{", + RowBox[{"{", + RowBox[{ + RowBox[{"-", "1.`"}], ",", "1.`"}], "}"}], "}"}], + "SummaryItem"]}]}, { + RowBox[{ + TagBox["\"Output: \"", "SummaryItemAnnotation"], + "\[InvisibleSpace]", + TagBox["\"scalar\"", "SummaryItem"]}]}}, + GridBoxAlignment -> { + "Columns" -> {{Left}}, "Rows" -> {{Automatic}}}, AutoDelete -> + False, GridBoxItemSize -> { + "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, + GridBoxSpacings -> { + "Columns" -> {{2}}, "Rows" -> {{Automatic}}}, + BaseStyle -> { + ShowStringCharacters -> False, NumberMarks -> False, + PrintPrecision -> 3, ShowSyntaxStyles -> False}]}}, + GridBoxAlignment -> {"Rows" -> {{Top}}}, AutoDelete -> False, + GridBoxItemSize -> { + "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, + BaselinePosition -> {1, 1}], True -> GridBox[{{ + PaneBox[ + ButtonBox[ + DynamicBox[ + FEPrivate`FrontEndResource[ + "FEBitmaps", "SquareMinusIconMedium"]], + ButtonFunction :> (Typeset`open$$ = False), Appearance -> + None, Evaluator -> Automatic, Method -> "Preemptive"], + Alignment -> {Center, Center}, ImageSize -> + Dynamic[{ + Automatic, + 3.5 (CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification])}]], + GraphicsBox[{{ + GrayLevel[0.6], + AbsolutePointSize[5], + PointBox[{1, 1}], + PointBox[{2, 4}], + PointBox[{3, 2}], + PointBox[{4, 3}]}, {{}, {}, { + AbsoluteThickness[1], + Opacity[1.], + LineBox[CompressedData[" +1:eJwBMQPO/CFib1JlAgAAADIAAAACAAAA4ScLwZmZ6T/ACPskWpOYv4AjHgZ5 +3Os/cnpQh5xu1j/qWn1XCVDuP5K7ih5ptuc/r+pongFN8D/CUK87BHLxP46d +cUQ/bPE/ujUa8/qu9j9TbqBw1aPyP/TWyyAhFfw/neDJZqDG8z+QAqdF9GsA +QM1wGePDAfU/VsVD/9nXAkCidscSKDf2P6Bp73exDQVA/B1wDMFX9z+TpM3k +wfUGQDzjPoyykPg/7M3Z+O7ZCEABSgjW2LT5P3pl9LwNcgpAbCYw0z/T+j86 +ypori9cLQL0gflb/Cfw/lpOs9xIqDUCTvMaj8yv9Pw4alcoYNg5AT3Y1d0Bm +/j+pB2LLtyIPQLClAv7Nmv8/NnA5bbjSD0BLO2UnSF0AQFrcILXmpw9AsTLc +klX5AED+sDHBQukOQNp6UGP9igFAbZ+lR/sLDkD10dd20SgCQNHi3Mj38wxA +42MO5MXDAkAZdr6AZb8LQJRGQrZUVANArv7zEMKHCkA4OInLD/EDQLBlMO3M +IglAnnrNRWWDBEA3d8OX6skHQNf3wBnbEgVAD3D3ndNyBkADhMcwfa4FQHOK +7Wak/wRA8WDLrLk/BkC/MhCgYawDQNJM4msi3QZAwss/TmVLAkCGc6iEq3cH +QIsIg92+BgFA/OprAs8HCECrPCvgePD/P2VxQsMepAhAKXVLE0Xg/j+RSBbp +CDYJQPRz0a7WJ/4/kFqZaBPFCUDN4sX5uLj9P4J7LytKYApAvh1MbRmT/T82 +7cJSG/EKQHzT1YZwwv0/3W1pvRiOC0B2LZ/10lT+P0c/DY2wIAxAVrX8MJA7 +/z+DS2C2aLAMQElWzbMzPQBAsmbGIk1MDUCi9bAadCABQKTSKfTL3Q1AYexd +q+EpAkCJTaAId3sOQFyS/ndEhgNAQAPGdkIWD0BHWcLdahwFQLoJ6Umopg9A +vd1CiejSBkCTjw8wnSEQQPiVkXD08QhAq0KpbbNqEEBsk2Azxi4LQCyTGthZ +shBAYCBYjj+gDUAnaxVkFgARQMwfdA9ySBBAg+uOIqBIEUBj/5rHgMsRQNFn +q5SZmRFAL++xNeOlE0Dwt3AR + "]]}}}, AspectRatio -> 1, Axes -> + False, Background -> GrayLevel[0.93], Frame -> True, + FrameStyle -> Directive[ + GrayLevel[0.7], + Thickness[Tiny]], FrameTicks -> None, + ImageSize -> {Automatic, + Dynamic[ + 3.5 (CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification])]}, PlotRange -> {{0, 5}, {0, 5}}], + GridBox[{{ + RowBox[{ + TagBox["\"Domain: \"", "SummaryItemAnnotation"], + "\[InvisibleSpace]", + TagBox[ + RowBox[{"{", + RowBox[{"{", + RowBox[{ + RowBox[{"-", "1.`"}], ",", "1.`"}], "}"}], "}"}], + "SummaryItem"]}]}, { + RowBox[{ + TagBox["\"Output: \"", "SummaryItemAnnotation"], + "\[InvisibleSpace]", + TagBox["\"scalar\"", "SummaryItem"]}]}, { + RowBox[{ + TagBox["\"Order: \"", "SummaryItemAnnotation"], + "\[InvisibleSpace]", + TagBox["1", "SummaryItem"]}]}, { + RowBox[{ + TagBox["\"Method: \"", "SummaryItemAnnotation"], + "\[InvisibleSpace]", + TagBox["\"Hermite\"", "SummaryItem"]}]}, { + RowBox[{ + TagBox["\"Periodic: \"", "SummaryItemAnnotation"], + "\[InvisibleSpace]", + TagBox["False", "SummaryItem"]}]}}, + GridBoxAlignment -> { + "Columns" -> {{Left}}, "Rows" -> {{Automatic}}}, AutoDelete -> + False, GridBoxItemSize -> { + "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, + GridBoxSpacings -> { + "Columns" -> {{2}}, "Rows" -> {{Automatic}}}, + BaseStyle -> { + ShowStringCharacters -> False, NumberMarks -> False, + PrintPrecision -> 3, ShowSyntaxStyles -> False}]}}, + GridBoxAlignment -> {"Rows" -> {{Top}}}, AutoDelete -> False, + GridBoxItemSize -> { + "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, + BaselinePosition -> {1, 1}]}, + Dynamic[Typeset`open$$], ImageSize -> Automatic]}, + "SummaryPanel"], + DynamicModuleValues:>{}], "]"}], + InterpolatingFunction[{{-1., 1.}}, { + 5, 15, 0, {2001}, {2}, 0, 0, 0, 0, Automatic, {}, {}, + False}, CompressedData[" +1:eJw12wu8XFV1x/FIKVJLKbXUUktttNRSn2hRUdF/rKigqFGopZbalKKllGpq +qaWW2qCoqFSjoqKghvdTDBAgQGDdvN/Jfd+ZO487jzPnnDnnzDlRUVHBNrPX +r/fz4cMnyeQ89l7ftfdes/L8Cz7y3g8esWzZsmcc/m/qmcv4OWQv/uxz6gd+ +Wtn7jn3pfd+uKrvia2/+wiVJZXef+P4LX79U2cJNq9/wrIXKjggfrGz8qdt2 +VHbeazfs+tjjlX1qYs8Nb3mwsnve1v348fdUdvhi5/RvqexIv6C9vHXSUVd8 +rbLx1d79P5V9On/Pxud9urL1H73oy6PLK2v87BMXb7q0sqPCjSt7xdHjO1d2 +/pe2/Pjk8ysLj3dOZeG276gsXO7NlYWPvb6yPws/lX3gkbOOOeLFlX3uTasG +ky+obPx0331uZYdv+o0PP7uyZ4UXqexV4YOVjT/V+Flph1/2F3f8oLQHf/T0 +7GXD0sZv8bZuaceEFy7tNeGCpV1w3PiNSxtf7VMTpR1+icNvUlr/luu2LV9f +Wnjb20oLw/Ld0sLrfqO08BpfKi083mdLC7f9RGnhch8rLXzsw6V9KPyUdnhQ +9KoPlLbp0q+ecOT7Shs/3fQ7S3t2GOjS3hBepLSLwgdLG3/q2JeWdvhlDw91 +acMXjkewtOPDhJS2IrxwaReHC5b29fH0/mJkYdp+NLJiPB35yMIw90f252Fg +RhaGZXpk145fd8/IwmtsGVk5frxHRhZue9/IzggDOLKPhAcc2be+Of4Z2fbl +YYbt0OFZe83nRvb7IRBG9tYw0CP7l/AiI7t+2/iDI9v5jvFIj+yH0+88PNQj ++4MQMCM7M0zIyP41vPDIvjMOg9eMbPd4el8+sifG0/bCkf1hCKyRvT1M3Mj+ +LQzMyNaNh+Woke0dv+7Thf1k/Bo/Luz54fEKOztMcGH/HgawsBvHH5stbP++ +8U9hT54znuHC/igEamHvCoFQ2H+EgS7s5jGPmwo7OA776wr7+Ticv1rYH4eA +LmxlCJjC/jNMSGG3jsPlo4VNjcPg4sKeGk/vBYX9SQj8wt4bAquw/xoP81mF +3T4evjcVNjMeltcW9svx676isD8NQAo7NwRgYf8dJriwO8eXO66wufHHji7M +nRc4z3Ge4zzHeY7zHOc5znOc5zjPcZ7jPMd5jvMc5znOc5znOM9xnuM8x3mO +8xznOc5znOc4z3Ge4zzHeY7zHOc5znOcZzjPcJ7hPMN5hvMM5xnOM5xnOM9w +nuE8w3mG8wznGc4znGc4z3Ce4TzDeWZpcJ7hPLM3hhfJcJ7ZNQFchvPMsuA8 +w3mG8wznGc6HOB/ifIjzIc6HOB/ifIjzIc6HOB/ifGjhYzcMcT60wPfLQ5wP +LXC7YojzoQUeq4c4H1oI51VDnA8thN+7hzgf4nyI8yHOhzgf4nyI8yHOhzgf +4jzFeYrzFOcpzlOcpzhPcZ7iPMV5ivMU5ynOU5ynOE9xnuI8xXmK8xTnKc5T +nKc4T3Ge4jzFeYrzFOcpzlOcpzhPcZ7iPMF5gvME5wnOE5wnOE9wnuA8wXmC +8wTnCc4TnCc4T3Ce4DzBeYLzBOcJzhOcJzhPcJ7gPMF5gvME5wnOE5wnOE9w +HuM8xnmM8xjnMc5jnMc4j3EeWxScxziP7XXhxjHOY1sbgMQ4jy0OzmOcx3Z6 +eMAY57F9JTiPcR7jPMZ5jPMY5zHOY5zHOI9xHuM8xnmM8wHOBzgf4HyA8wHO +Bzgf4HyA8wHOBzgf4HyA8wHOBzgf4HyA8wHOBzgf4HyA8wHOBzgfWAgXDXA+ +sDC9Lx/gfGBhOp43wPnAwvAdO8D5wMLrPh3hPDLfbkQ4jyxcrhXhPLLAfF+E +88gCy00RziOcRziPcB7hPMJ5hPMI5xHOI5xHOI9wHuE8wnmE8wjnEc4jnEc4 +j3Ae4TzCeYTzCOd9nPdx3sd5H+d9nPdx3sd5H+d9nPdx3sd5H+d9nPdx3sd5 +H+d9nPdx3sd5H+d9nPdx3sd5H+d9nPdx3sd5H+d9nPdx3sd5D+c9nPdw3sN5 +D+c9nPdw3sN5j/W8h/Mezns47+G8h/Mezns47+G8h/Mezns47+G8h/Mezns4 +7+G8h/Mezns47+G8h/Mezrs47+K8i/Muzrs47+K8i/Muzrs47+K8i/Muzrs4 +7+K8i/Muzrs47+K8i/Muzrs47+K8i/Muzrs47+K8i/Muzrs47+K8i/MOzjs4 +7+C8g/MOzjs47+C8g/MOzjsWGN3dwXkH5x2cd3DewXkH5x2cd3DewXkH5x2c +d3DewXkH5x2cd3DewXkH5x2cd3DewXkH30u4XsLzEo6X8LuE2yW8LuF0CZ9L +uFzC4xIOl/C3hLslvC3hrI2vNq7aeGrjqI2fNm7aeGnjpI2PNi7aeGjjoE38 +t4n7NvHeJs5bxHeLuG4Rzy3iuEX8tojbFvHaIk5bxGeLuGwRjy3isEX8tYi7 +FvHWJM6axFeTuGoST03iqGkhbV7XtJDevtC0EPUfb1pIFxc3LbB+f9MCv7Oa +Fpi8tmkhnE9uWgi7E5oWwuPopr0oJM6GrQn5vGHzIY837CVh4hr2yTAwDauF +GzfsZSGxNuzKkJ8bthjycsNOCRPcsM+EAWxYMzxgw14Z8m7Drgr5tmHtkGcb +9uoQCA27Ogz0ovXCiyzaaSGPLtoXQ/5cZH+0SL5cJE8ukh8XyYuL5MNF8uAi ++W+RvLdIvlskzy2S3+rktTr5rE4eq5O/6uStOvmqTp6qk5/q5KU6+ahOHqqT +f+rknTr5pk6eqZNfauSVGvmkRh6pkT9q5I0a+aJGnqiRH2rkhRr5oEYeqOG/ +hvsa3ms4r+F8AecLOF/A+QLOF3C+gPMFnC/gfAHnCzhfwPkCzhdwvoDzBZzP +43we5/M4n8f5PM7ncT6P83mcz+N8HufzOJ/H+TzO53E+j/N5nM/hfA7nczif +w/kczudwPofzOZzP4XwO53M4n8P5HM7ncD6H81mcz+J8FuezOJ/F+SzOZ3E+ +i/NZnM/ifBbnszifxfkszmdxPovzGZzP4HwG5zM4n8H5DM5ncD6D8xmcz+B8 +BuczOJ/B+QzOZ+zUEAgz9nkfaJxP43wa59M4n8b5NM6ncT6N82mcT+N8GufT +OJ/G+TTOp3E+hfMpnE/hfArnUzifwvkUzqdwPoXzKZxP4XwK51M4n8L5FM6n +cD6J80mcT+J8EueTOJ/E+STOJ3E+ifNJnE/ifBLnkzifxPkkzifxfRDXB/F8 +EMcH8XsQtwfxehCnB/B5AJcH8HgAhwfwdwB3B/B2AGf78bUfV/vxtB9H+/Gz +Hzf78bIfJ/vwsQ8X+/CwDwf7iP99xP0+4n0fcb6X+N5LXO8lnvcSx3uJ373E +7V7ida91QpzusatDfO6x08LA7LEo3HiPrQ1xuMdOD/G3x9IQd3vsmhBvu21F +GMDdVoQH3G3XhrjabWeEeNpth0Ic7bbrQ/zstjPDQO+2J8KL7LJ1IU522dme +GO3JEBe77OYQD7tsZZiQXfZUeOFddnuY9112bkicO21ZmLaddnfI4zvtvDBx +O+3IkLd32vqQr3fa+SGx7rSjQ37eaRtCXt5hq8Jtd9gxfpCzjSH/7rALQ97d +YceFfLvDNoU8u8MuCoGww44PeXW7TYR8ut0uCXl0u50Q8ud22xby5na7NATM +dlse8uR22xfy4za7LOTFbXZSyIfbbDLkwW12eQisbXZyyHvbbDbku222JuS5 +bfaSkN+2Wi3kta12ZQjArXZKyGNbrRny11a7KuStrXZqyFdbrRPy1Fb2IVvI +S1vIR1vIQ1vIP1vIO1vIN1vIM1vIL5vJK5vJJ5vJI5vJH5vJG5vJF5vJE5vJ +DxPkhQnywQR5YAL/E7ifwPsEzifwbbg2PBuOH8fv47h9HK+P4/QxfD6Gy8fw ++BgON+FvE+424W0Tzh7F16O4ehRPj+LoEfw8gptH8PIITh7Gx8O4eBgPD+Ng +I/G/kbjfSLxvJM4fIr4fIq4fIp4fIo4fJH4fJG4fJF4fJE4fID4fsNVhYB6w +XSEeN9jy8Lob7LIQfxtsMsTdBjs5xNv9tiZc7n6rhfi6304JcXW/XRXi6T7r +hDi6z04L8XOfrfWBtjTEy722IsTJvXZtiI977VCIi3vtzBAP621dmJD19mSY +//W20gsJtjJM4/dtWZjn79v6MCz32Kowr/fYceE237OJMI/fs9Vh/u625WHe +7rbJMF932ZowT3fZKWF+7rROmJc7bW2YjztsRZiHO+xQGP/bbV0Y99ttZRjv +22xZGOfbbH0Y31ttVRjXW+24MJ632EQYx5ttdRi/m+2UMG43WSeM1022NozT +jbYijM+NdiiMyw22LozHDbYyjMM6WxYWtnW2yr8IsYnwvt+x5b6g2Zrwftdb +xzdOtiJ87Fu2LrzHN21ZOPhea6t8AbOJ8Lxft+VeeLI14fmu4bm+yvN8hef4 +Mvdfy32/yP2u5j6f5/pXcd3PcL0ruc4n+ftr+HuX8/nL+Nyl/Plqfv8ifr2K +/6+0//8GnV9r2V3hz8Xntcb/vrie1vj1xf20wu8vnkcT/nziebXCn1+8jyb8 +/cT7arm/vxgPrfLxEeOldT5+YjzV8fEV463lPv5iPrTc50fMl1b5/In51Dqf +XzHfOhTif52IB631+BDxolM8fkQ8adLjS8SbiD9NejyK+NRqj1cRvzrO41nE +t9Z7vIv410r3IHzokHsRfrTWPQlfOsW9CX+adI/Cp1a7V+FXx7ln4VvnuXfh +X7d7PhD5QU96vhD5Q2d6PhH5Rdd6vhH5R6nnI5GfdJrnK5G/dJXnM5HfVPN8 +J/KfTvZ8KPKjLvN8KfKndnk+FflVJ3i+FflXF3k+FvlZGz1fi/ytoz2fi/yu +8zzfi/yv2309EOuDnvT1QqwfOtPXE7G+6Fpfb8T6o9TXI7E+6TRfr8T6pat8 +PRPrm2q+3on1Tyf7eijWR13m66VYP7XL11OxvuoEX2/F+quLfD0W67M2+not +lmUd6eu5WN91t6/3Yv3Xub4fEPsDPeX7BbF/0M2+nxD7C53t+w2x/9ATvh8R ++xNd7/sVsX/RGb6fEfsbFb7fEfsfXeP7IbE/0um+XxL7J0W+nxL7K13t+y2x +/9Kpvh8T+zPN+n5N7N90ue/nxP5OJ/l+T+z/tM/3g2J/qEt9vyj2jzrR95Ni +fyn2mzrR959iP6ptvj8V+1Vd4vtXsZ/V8b6/FftdbfL9r9gP60LfH4v9so7x +/bPYT2uD76/Fflvn+/5b7Md1pO/PxX5dd/v+Xeznda7v78V+X0/5/l+cB3Sz +nw/EeUFn+/lBnCf0hJ8vxHlD1/v5Q5xHdIafT8R5RYWfX8R5Rtf4+Uacd3S6 +n3/EeUiRn4/EeUlX+/lJnKd0qp+vxHlLTT9/ifOYrvTzmTiv6SV+fhPnOc36 ++U6c93S5n//EeVAn+flQnBe1z8+P4jypS/18Kc6bOtHPn+I8qm1+PhXnVV3i +51dxntXxfr4V511t8vOvOA/rQj8fi/OyjvHzszhPa4Ofr8V5W+f7+Vucx3WE +n8/FeV3v8/O7OM/rTj/fi/O+funnf1EP0Hu9PiDqBbrV6weinqCfe31B1Bv0 +Lq8/iHqEbvT6hKhX6CdevxD1DL3d6xui3qHveP1D1EP0Q6+PiHqJ3ur1E1FP +0be8viLqLSq9/iLqMXqj12dEvUZf8fqNqOco9vqOqPfodV7/EfUgfdHrQ6Je +pJ7Xj0Q9Sa/2+pKoN4n6k7zuPCPqU/q816tE/Uptr2eJ+pZe6fUuUf/SZ7we +JupjWvR6maif6WVeTxP1NX3S622i/qZ5r8eJ+pxe5PU6Ub/TJ7yeJ+p7mvZ6 +n6j/6YVeDxT1QX3c64WifqgDXk8U9UW9wOuNov6oj3k9UtQntcfrlaJ+qed5 +PVPUN/VRr3eK+qd2eD1U1Ef1XK+XivqpPuz1VFFf1Ravt4r6q57j9VhRn9XF +Xq8V9Vs97vVcUd/Vs73eK+q/+pDXg0V9WI94vVjUj3Ws15NFfVkXeL1Z1J/1 +oNejRX1az/J6tahf6wNezxb1bd3n9W5R/9ZRXg8X9XG93+vlon6ue7yeLurr +OK/hvIbzGs5rOK/hvIbzGs5rOK/hvIbzGs5rOK/hvIbzGs5rOK/jvI7zOs7r +OK/jvI7zOs7rOK/jvI7zOs7rOK/jvI7zOs4P/75/34LzRZwv4nwR54s4X8T5 +Is4Xcb6I80WcL+J8EeeLOF/E+SLOGzhv4LyB8wbOGzhv4LyB8wbOGzhv4LyB +8wbOGzhv4LyB8wbOmzhv4ryJ8ybOmzhv4ryJ8ybOmzhv4ryJ8ybOmzhv4ryJ +8ybOWzhv4byF8xbOWzhv4byF8xbOWzhv4byF8xbOWzhv4byF8zbO2zhv47yN +8zbO2zhv47yN8zbO2zhv47yN8zbO2zhv47yN8yWcL+F8CedLOF/C+RLOl3C+ +hPMlnC/hfAnnSzhfwvkSzpf0DP/+XHyfrrv8+3Xxfbv+wr9/F9/H63/9+3nx +fb3u8O/vxff5Ose/3xff9+tp//5f9APoNu8PEP0Ceo/3D4h+Av3C+wtEv4Fu +8f4Ded9RR+/2/gR5/2FHP/P+BXl/Ykc3eX+DvH+xo3d6/4O8v7Gjn3p/hLz/ +saMbvH9C3h/Z1Tu8v0LeP9nVj73/Qt5f2dW3vT9D3n/Z1du8f0Peh93VD7y/ +Q96n3dV13v8h7+Pu6i3eHyLv8+6q8v4ReR94V15m6Mr7xLt6s/ef6Pe8H0V+ +LOxqq/eryLe1Xf2z97PI00VXv+v9LvL24q42ez+Mvub9Mfon75eRvH9Gv+P9 +NPK++J7M+23kffM9/aP348j76nv6be/Xkffd9/SY9/PI+3V7+gfv95H38/b0 +W94PJO/37elR7xeS9wP39EHvJ5KXTXr6Te83Ev1Hetj7kUR/kv7e+5VE/5J+ +w/uZRH+THvJ+J9H/pL/zfijRH6Vf934p0T+lB7yfSvRX6W+930r0X+nXvB9L +9Gfpfu/XEv1b+hvv5xL9XXqm93uJ/i/d6/1goj9Mf+39YqJ/TL/q/WSiv0zf +934z0X+mv/J+NNGfpl/xfjXRv6bveT+b6G/TX3q/m+h/w3mE8wjnEc4jnEc4 +j3Ae4TzCeYTzCOcRziOcRziPcB7hPMJ5hPMI5xHOI5xHOI9wHuE8wnmE8wjn +Ec4jnEc4j3Ae4TzC+QDnA5wPcD7A+QDnA33X+y1xPtBZ3o+J8wHOBzgf4HyA +8wHOBzgf4HyA8wHOBzgf4HyA8wHOBzgf4HyA8wHOBzgf4HyA8wHOBziPcR7j +PMZ5jPMY5zHOY5zHOI9xHuM8xnmM8xjnMc5jnMc4j3Ee4zzGeYzzGOcxzmOc +xziPcR7jPMZ5jPMY5zHOY5wnOE9wnuA8wXmC8wTnCc4TnCc4T3Ce4DzBeYLz +BOcJzhOcJzhPcJ7gPMF5gvME5wnOE5wnOE9wnuA8wXmC8wTnCc5TnKc4T3Ge +4jzFeYrzFOcpzlOcpzhPcZ7iPMV5ivMU5ynOU5ynOE9xnuI8xXmK8xTnKc5T +nKc4T3Ge4jzFeYrzFOcpzoc4H+J8iPMhzoc4H+J8iPMhzoc4H+pH/u8vcD7E ++RDnQ5wPcT7E+RDnQ5wPcT7E+RDnQ5wPcT7E+RDnQ5wPcT7E+RDnQ5wPcZ7h +PMN5hvMM5xnOM5xnOM9wnuE8w3mG8wznGc4znGc4z3Ce4TzDeYbzDOcZzjOc +ZzjPcJ7hPMN5hvMM5xnOM5xnOM9xnuM8x3mO8xznOc5znOc4z3Ge4zzHeY7z +HOc5znOc5zjPcZ7jPMd5jvMc5znOc5znOM9xnuM8x3mO8xznOc5znBc4L3Be +4LzAeYHzAucFzgucFzgvcF7gvMB5gfMC5wXOC5wXOC9wXuC8wHmB8wLnBc4L +nBc4L3Be4LzAeYHzAucFzgucj3A+wvkI5yOcj3A+wvkI5yOcj3A+wvkI5yN9 +2/+9Jc5HOB/hfITzEc5HOB/hfITzEc5HOB/hfITzEc5HOB/hfITzEc5HOB/h +vMR5ifMS5yXOS5yXOC9xXuK8xHmJ8xLnJc5LnJc4L3Fe4rzEeYnzEuclzkuc +lzgvcV7ivMR5ifMS5yXOS5yXOC9xXuG8wnmF8wrnFc4rnFc4r3Be4bzCeYXz +CucVziucVzivcF7hvMJ5hfMK5xXOK5xXOK9wXuG8wnmF8wrnFc4rnFfi35/r +/wAod6QK + "], {Developer`PackedArrayForm, CompressedData[" +1:eJwd2VMMIEyvANB/bdu2bdu2bdu2bdu2bdu27W/v2dvkJE36PDOdNkHDdhXb +Bvjf//53Mdj//j/+5QEJRGCCEJR/5eCEICShCE0YwhKO8EQgIpGITBSiEo3o +xCAmsYhNHOISj/gkICGJSEwSkpKM5KQgJalITRrSko70ZCAjmchMFrKSjezk +ICe5yE0e8pKP/BSgIIUoTBGKUozilKAkpShNGcpSjvJUoCKVqEwVqlKN6tSg +JrWoTR3qUo/6NKAhjWhME5rSjOa0oCWtaE0b2tKO9nSgI53oTBe60o3u9KAn +vehNH/rSj/4MYCCDGMwQhjKM4YxgJKMYzRjGMo7xTGAik5jMFKYyjenMYCaz +mM0c5jKP+SxgIYtYzBKWsozlrGAlq1jNGtayjvVsYCOb2MwWtrKN7exgJ7vY +zR72so/9HOAghzjMEY5yjOOc4CSnOM0ZznKO81zgIpe4zBWuco3r3OAmt7jN +He5yj/s84CGPeMwTnvKM57zgJa94zRve8o73fOAjn/jMF77yje/84Ce/+M0f +/uMv/w5/AAISiMAEISjBCE4IQhKK0IQhLOEITwQiEonIRCEq0YhODGISi9jE +IS7xiE8CEpKIxCQhKclITgpSkorUpCEt6UhPBjKSicxkISvZyE4OcpKL3OQh +L/nITwEKUojCFKEoxShOCUpSitKUoSzlKE8FKlKJylShKtWoTg1qUova1KEu +9ahPAxrSiMY0oSnNaE4LWtKK1rTh3wXejvZ0oCOd6EwXutKN7vSgJ73oTR/6 +0o/+DGAggxjMEIYyjOGMYCSjGM0YxjKO8UxgIpOYzBSmMo3pzGAms5jNHOYy +j/ksYCGLWMwSlrKM5axgJatYzRrWso71bGAjm9jMFrayje3sYCe72M0e9rKP +/RzgIIc4zBGOcozjnOAkpzjNGc5yjvNc4CKXuMwVrnKN69zgJre4zR3uco/7 +POAhj3jME57yjOe84CWveM0b3vKO93zgI5/4zBe+8o3v/OAnv/jNH/7jL/8e +/gAEJBCBCUJQghGcEIQkFKEJQ1jCEZ4IRCQSkYlCVKIRnRjEJBaxiUNc4hGf +BCQkEYlJQlKSkZwUpCQVqUlDWtKRngxkJBOZyUJWspGdHOQkF7nJQ17ykZ8C +FKQQhSlCUYpRnBKUpBSlKUNZylGeClSkEpWpQlWqUZ0a1KQWtalDXepRnwY0 +pBGNaUJTmtGcFrSkFa1pQ1va0Z4OdKQTnelCV7rRnR70pBe96UNf+tGfAQxk +EIMZwlCGMZwRjGQUoxnDWMYxnglMZBKTmcJUpjGdGcxkFrOZw1zmMZ8FLGQR +i1nCUpaxnBWsZBWrWcNa1rGeDWxkE5vZwla2sZ0d7GQXu9nDXvaxnwMc5BCH +OcJRjnGcE5zkFKc5w1nOcZ4LXOQSl7nCVa5xnRvc5Ba3ucNd7nGfBzzkEY95 +wlOe8ZwXvOQVr3nDW97xng985BOf+cJXvvGdH/zkF7/5w3/85V/TH4CABCIw +QQhKMIITgpCEIjRhCEs4whOBiEQiMlGISjSiE4OYxCI2cYhLPOKTgIQkIjFJ +SEoykpOClKQiNWlISzrSk4GMZCIzWchKNrKTg5zkIjd5yEs+8lOAghSiMEUo +SjGKU4KSlKI0ZShLOcpTgYpUojJVqEo1qlODmtSiNnWoSz3q04CGNKIxTWhK +M5rTgpa0ojVtaEs72tOBjnSiM13oSje604Oe9KI3fehLP/ozgIEMYjBDGMow +hjOCkYxiNGMYyzjGM4GJTGIyU5jKNKYzg5nMYjZzmMs85rOAhSxiMUtYyjKW +s4KVrGI1a1jLOtazgY1sYjNb2Mo2trODnexiN3vYyz72c4CDHOIwRzjKMY5z +gpOc4jRnOMs5znOBi1ziMle4yjWuc4Ob3OI2d7jLPe7zgIc84jFPeMoznvOC +l7ziNW94yzve84GPfOIzX/jKN77zg5/84jd/+I+//PvwByAggQhMEIISjOCE +ICShCE0YwhKO8EQgIpGITBSiEo3oxCAmsYhNHOISj/gkICGJSEwSkpKM5KQg +JalITRrSko70ZCAjmchMFrKSjezkICe5yE0e8pKP/BSgIIUoTBGKUozilKAk +pShNGcpSjvJUoCKVqEwVqlKN6tSgJrWoTR3qUo/6NKAhjWhME5rSjOa0oCWt +aE0b2tKO9nSgI53oTBe60o3u9KAnvehNH/rSj/4MYCCDGMwQhjKM4YxgJKMY +zRjGMo7xTGAik5jMFKYyjenMYCazmM0c5jKP+SxgIYtYzBKWsozlrGAlq1jN +GtayjvVsYCOb2MwWtrKN7exgJ7vYzR72so/9HOAghzjMEY5yjOOc4CSnOM0Z +znKO81zgIpe4zBWuco3r3OAmt7jNHe5yj/s84CGPeMwTnvKM57zgJa94zRve +8o73fOAjn/jMF77yje/84Ce/+M0f/uMv/4Z9AQhIIAIThKAEIzghCEkoQhOG +sIQjPBGISCQiE4WoRCM6MYhJLGITh7jEIz4JSEgiEpOEpCQjOSlISSpSk4a0 +pCM9GchIJjKThaxkIzs5yEkucpOHvOQjPwUoSCEKU4SiFKM4JShJKUpThrKU +ozwVqEglKlOFqlSjOjWoSS1qU4e61KM+DWhIIxrThKY0ozktaEkrWtOGtrSj +PR3oSCc604WudKM7PehJL3rTh770oz8DGMggBjOEoQxjOCMYyShGM4axjGM8 +E5jIJCYzhalMYzozmMksZjOHucxjPgtYyCIWs4SlLGM5K1jJKlazhrWsYz0b +2MgmNrOFrWxjOzvYyS52s4e97GM/BzjIIQ5zhKMc4zgnOMkpTnOGs5zjPBe4 +yCUuc4WrXOM6N7jJLW5zh7vc4z4PeMgjHvOEpzzjOS94ySte84a3vOM9H/jI +Jz7zha984zs/+MkvfvOH//jLv0F/AAISiMAEISjBCE4IQhKK0IQhLOEITwQi +EonIRCEq0YhODGISi9jEIS7xiE8CEpKIxCQhKclITgpSkorUpCEt6UhPBjKS +icxkISvZyE4OcpKL3OQhL/nITwEKUojCFKEoxShOCUpSitKUoSzlKE8FKlKJ +ylShKtWoTg1qUova1KEu9ahPAxrSiMY0oSnNaE4LWtKK1rShLe1oTwc60onO +dKEr3ehOD3rSi970oS/96M8ABjKIwQxhKMMYzghGMorRjGEs4xjPBCYyiclM +YSrTmM4MZjKL2cxhLvOYzwIWsojFLGEpy1jOClayitWsYS3rWM8GNrKJzWxh +K9vYzg52sovd7GEv+9jPAQ5yiMMc4SjHOM4JTnKK05zhLOc4zwUuconLXOEq +17jODW5yi9vc4S73uM8DHvKIxzzhKc94zgte8orXvOEt73jPBz7yic984Svf ++M4PfvKL3/zhP/7yb8kXgIAEIjBBCEowghOCkIQiNGEISzjCE4GIRCIyUYhK +NKITg5jEIjZxiEs84pOAhCQiMUlISjKSk4KUpCI1aUhLOtKTgYxkIjNZyEo2 +spODnOQiN3nISz7yU4CCFKIwRShKMYpTgpKUojRlKEs5ylOBilSiMlWoSjWq +U4Oa1KI2dahLPerTgIY0ojFNaEozmtOClrSiNW1oSzva04GOdKIzXehKN7rT +g570ojd96Es/+jOAgQxiMEMYyjCGM4KRjGI0YxjLOMYzgYlMYjJTmMo0pjOD +mcxiNnOYyzzms4CFLGIxS1jKMpazgpWsYjVrWMs61rOBjWxiM1vYyja2s4Od +7GI3e9jLPvZzgIMc4jBHOMoxjnOCk5ziNGc4yznOc4H/AywZ77E= + "], { + Complex[0., 0.], + Complex[2.4735038137650684`*^-8, 1.4355622090506788`*^-9], + Complex[1.3992714409652533`*^-7, 8.117326437648076*^-9], + Complex[3.856066131226566*^-7, 2.235923736498583*^-8], + Complex[7.915997146581002*^-7, 4.5879584619407736`*^-8], + Complex[1.3829132384657604`*^-6, 8.011428865288194*^-8], + Complex[2.181535478135562*^-6, 1.2632182420143405`*^-7], + Complex[3.207328503343661*^-6, 1.8563526261764582`*^-7], + Complex[4.478550329333771*^-6, 2.590927612204991*^-7], + Complex[6.012192415416886*^-6, 3.476572909927046*^-7], + Complex[7.824212952493657*^-6, 4.522302873797064*^-7], + Complex[9.929706174365048*^-6, 5.736615679762249*^-7], + Complex[0.00001234302988790225, 7.127568106379052*^-7], + Complex[0.000015077904388772384`, 8.702833597383535*^-7], + Complex[0.000018147491025724124`, 1.0469748425928078`*^-6], + Complex[0.00002156445583773057, 1.2435349126204148`*^-6], + Complex[0.000025341021958574987`, 1.4606403349671677`*^-6], + Complex[0.00002948901338407714, 1.69894356618918*^-6], + Complex[0.00003401989197322131, 1.9590749373568237`*^-6], + Complex[0.00003894478906314678, 2.2416445212643635`*^-6], + Complex[0.000044274532735753776`, 2.5472437444488138`*^-6], + Complex[0.00005001967152984684, 2.876446790479833*^-6], + Complex[0.00005619049521549982, 3.2298118306265066`*^-6], + Complex[0.00006279705311619043, 3.6078821103419145`*^-6], + Complex[0.00006984917036567923, 4.011186914242692*^-6], + Complex[0.00007735646241144885, 4.4402424278646*^-6], + Complex[0.00008532834801847142, 4.895552511078614*^-6], + Complex[0.00009377406098171268, 5.377609395397033*^-6], + Complex[0.00010270266071995517`, 5.886894315301294*^-6], + Complex[0.0001121230418949507, 6.423878082049703*^-6], + Complex[0.00012204394317691704`, 6.989021607075772*^-6], + Complex[0.00013247395525873475`, 7.5827763809942015`*^-6], + Complex[0.00014342152820594035`, 8.205584913336844*^-6], + Complex[0.0001548949782170464, 8.857881137403784*^-6], + Complex[0.00016690249385829787`, 9.54009078400335*^-6], + Complex[0.00017945214182828352`, 0.00001025263172734465], + Complex[0.00019255187230052696`, 0.00001099591430591794], + Complex[0.00020620952388602666`, 0.000011770341620836656`], + Complex[0.00022043282825249904`, 0.000012576309813808422`], + Complex[0.00023522941443262905`, 0.000013414208326640802`], + Complex[0.000250606812849828, 0.000014284420143963944`], + Complex[0.0002665724590867259, 0.000015187322020659635`], + Complex[0.0002831336974188022, 0.000016123284695320295`], + Complex[0.0003002977841331088, 0.00001709267309091712], + Complex[0.00031807189064991657`, 0.000018095846503731655`], + Complex[0.0003364631064632514, 0.00001913315878149523], + Complex[0.0003554784419146664, 0.000020204958491585307`], + Complex[0.000375124830813169, 0.0000213115890800433], + Complex[0.0003954091329129549, 0.000022453389022104444`], + Complex[0.0004163381362595007, 0.00002363069196486455], + Complex[0.00043791855941357355`, 0.000024843826862650506`], + Complex[0.00046015705356184825`, 0.000026093118105609845`], + Complex[0.0004830602045220353, 0.000027378885641988374`], + Complex[0.0005066345346497394, 0.000028701445094524275`], + Complex[0.0005308865046536315, 0.000030061107871349872`], + Complex[0.0005558225153249786, 0.00003145818127175976], + Complex[0.0005814489091870523, 0.0000328929685871739], + Complex[0.000607771972069509, 0.00003436576919759807], + Complex[0.0006347979346124063, 0.000035876878663859635`], + Complex[0.0006625329737041714, 0.000037426588815874866`], + Complex[0.0006909832138574868, 0.000039015187837184675`], + Complex[0.0007201547285267712, 0.00004064296034597708], + Complex[0.0007500535413706655, 0.0000423101874728001], + Complex[0.000780685627462608, 0.00004401714693514886], + Complex[0.000812056914452551, 0.000045764113109108706`], + Complex[0.0008441732836823425, 0.00004755135709820528], + Complex[0.000877040571257511, 0.0000493791467996246], + Complex[0.0009106645690775741, 0.000051247746967930244`], + Complex[0.0009450510258272862, 0.00005315741927642147], + Complex[0.0009802056479306421, 0.00005510842237624138], + Complex[0.0010161341004697702`, 0.000057101011953361926`], + Complex[0.0010528420080702615`, 0.000059135440783539546`], + Complex[0.0010903349557548488`, 0.00006121195878535438], + Complex[0.001128618489766747, 0.00006333081307141314], + Complex[0.0011676981183643713`, 0.00006549224799781701], + Complex[0.0012075793125885792`, 0.00006769650521196478], + Complex[0.0012482675070038976`, 0.00006994382369877715], + Complex[0.0012897681004148606`, 0.00007223443982541135], + Complex[0.0013320864565586298`, 0.00007456858738453502], + Complex[0.0013752279047749704`, 0.00007694649763622469], + Complex[0.0014191977406545896`, 0.00007936839934854886], + Complex[0.0014640012266668079`, 0.00008183451883689421], + Complex[0.001509643592767455, 0.00008434508000208817], + Complex[0.0015561300369878381`, 0.00008690030436736963], + Complex[0.001603465726005614, 0.00008950041111425667], + Complex[0.0016516557956982925`, 0.00009214561711735615], + Complex[0.0017007053516801258`, 0.00009483613697815968], + Complex[0.001750619469823034, 0.0000975721830578663], + Complex[0.0018014031967622558`, 0.00010035396550927201`], + Complex[0.001853061550387297, 0.00010318169230776148`], + Complex[0.0019055995203187848`, 0.00010605556928143895`], + Complex[0.001959022068371781, 0.00010897580014043047`], + Complex[0.0020133341290060644`, 0.00011194258650538975`], + Complex[0.0020685406097638993`, 0.00011495612793523757`], + Complex[0.0021246463916957605`, 0.00011801662195416393`], + Complex[0.0021816563297744566`, 0.00012112426407791947`], + Complex[0.0022395752532981036`, 0.00012427924783942342`], + Complex[0.0022984079662823377`, 0.00012748176481371142`], + Complex[0.002358159247842176, 0.0001307320046422484], + Complex[0.002418833852563884, 0.00013403015505662806`], + Complex[0.0024804365108672204`, 0.0001373764019016808], + Complex[0.002542971929358389, 0.00014077092915801116`], + Complex[0.0026064447911740164`, 0.00014421391896398368`], + Complex[0.0026708597563164928`, 0.00014770555163717635`], + Complex[0.0027362214619809353`, 0.00015124600569532028`], + Complex[0.002802534522874095, 0.00015483545787674144`], + Complex[0.0028698035315254332`, 0.00015847408316032195`], + Complex[0.0029380330585906888`, 0.00016216205478499678`], + Complex[0.0030072276531481227`, 0.00016589954426880023`], + Complex[0.0030773918429877136`, 0.0001696867214274773], + Complex[0.0031485301348935344`, 0.00017352375439267357`], + Complex[0.003220647014919504, 0.00017741080962971708`], + Complex[0.0032937469486587507`, 0.00018134805195500438`], + Complex[0.003367834381506775, 0.00018533564455300484`], + Complex[0.0034429137389186014`, 0.00018937374899289175`], + Complex[0.00351898942666012, 0.00019346252524481507`], + Complex[0.003596065831053787, 0.00019760213169582483`], + Complex[0.0036741473192188497`, 0.00020179272516545504`], + Complex[0.003753238239306265, 0.00020603446092097978`], + Complex[0.0038333429207284865`, 0.00021032749269235047`], + Complex[0.003914465674384248, 0.00021467197268682344`], + Complex[0.003996610792878494, 0.0002190680516032862], + Complex[0.004079782550737619, 0.00022351587864629296`], + Complex[0.004163985204620125, 0.00022801560153981536`], + Complex[0.004249222993522846, 0.0002325673665407181], + Complex[0.00433550013898286, 0.0002371713184519665], + Complex[0.004422820845275201, 0.00024182760063557344`], + Complex[0.004511189299606508, 0.000246536355025293], + Complex[0.0046006096723047105`, 0.0002512977221390678], + Complex[0.004691086117004858, 0.00025611184109123654`], + Complex[0.004782622770831196, 0.0002609788496045079], + Complex[0.004875223754575611, 0.0002658988840217079], + Complex[0.004968893172872522, 0.00027087207931730616`], + Complex[0.00506363511437031, 0.00027589856910872614`], + Complex[0.005159453651899407, 0.0002809784856674475], + Complex[0.0052563528426370736`, 0.00028611195992990127`], + Complex[0.00535433672826904, 0.00029129912150816997`], + Complex[0.005453409335147995, 0.0002965400987004901], + Complex[0.005553574674449067, 0.0003018350185015681], + Complex[0.005654836742322378, 0.00030718400661271125`], + Complex[0.005757199520042669, 0.00031258718745177873`], + Complex[0.0058606669741561816`, 0.00031804468416295775`], + Complex[0.005965243056624782, 0.0003235566186263691], + Complex[0.006070931704967399, 0.0003291231114675052], + Complex[0.0061777368423989055`, 0.00033474428206650594`], + Complex[0.0062856623779664385`, 0.00034042024856727665`], + Complex[0.006394712206683238, 0.0003461511278864487], + Complex[0.006504890209660102, 0.00035193703572219156`], + Complex[0.006616200254234444, 0.0003577780865628756], + Complex[0.006728646194097091, 0.0003636743936955904], + Complex[0.006842231869416807, 0.0003696260692145238], + Complex[0.0069569611069626195`, 0.00037563322402920084`], + Complex[0.007072837720224025, 0.0003816959678725906], + Complex[0.0071898655095290875`, 0.00038781440930908033`], + Complex[0.007308048262160494, 0.00039398865574232097`], + Complex[0.007427389752469601, 0.00040021881342294796`], + Complex[0.007547893741988543, 0.00040650498745617853`], + Complex[0.007669563979540429, 0.0004128472818092899], + Complex[0.007792404201347652, 0.00041924579931897836`], + Complex[0.007916418131138407, 0.0004257006416986058], + Complex[0.008041609480251387, 0.0004322119095453321], + Complex[0.008167981947738759, 0.00043877970234713833`], + Complex[0.008295539220467421, 0.00044540411848974297`], + Complex[0.008424284973218586, 0.0004520852552634117], + Complex[0.008554222868785752, 0.00045882320886966556`], + Complex[0.008685356558071022, 0.0004656180744278872], + Complex[0.008817689680179902, 0.00047246994598182856`], + Complex[0.008951225862514574, 0.0004793789165060234], + Complex[0.00908596872086562, 0.0004863450779121029], + Complex[0.009221921859502307, 0.0004933685210550202], + Complex[0.009359088871261436, 0.0005004493357391837], + Complex[0.009497473337634758, 0.0005075876107245011], + Complex[0.009637078828855044, 0.0005147834337323378], + Complex[0.009777908903980767, 0.0005220368914513872], + Complex[0.009919967110979479, 0.0005293480695434598], + Complex[0.010063256986809876`, 0.0005367170526491895], + Complex[0.010207782057502604`, 0.000544143924393659], + Complex[0.010353545838239804`, 0.0005516287673919473], + Complex[0.010500551833433434`, 0.0005591716632545987], + Complex[0.010648803536802467`, 0.0005667726925930204], + Complex[0.010798304431448679`, 0.0005744319350247943], + Complex[0.010949057989931663`, 0.0005821494691789348], + Complex[0.011101067674342288`, 0.0005899253727010528], + Complex[0.011254336936375476`, 0.0005977597222584733], + Complex[0.011408869217401425`, 0.0006056525935452587], + Complex[0.011564667948536299`, 0.0006136040612871918], + Complex[0.01172173655071129, 0.0006216141992466654], + Complex[0.01188007843474123, 0.0006296830802275334], + Complex[0.012039697001391646`, 0.0006378107760798711], + Complex[0.012200595641445365`, 0.0006459973577047017], + Complex[0.012362777735767586`, 0.0006542428950586309], + Complex[0.012526246655370601`, 0.0006625474571584538], + Complex[0.012691005761476946`, 0.0006709111120856673], + Complex[0.012857058405582246`, 0.0006793339269909602], + Complex[0.013024407929516599`, 0.0006878159680986116], + Complex[0.013193057665505617`, 0.0006963573007108681], + Complex[0.013363010936230007`, 0.0007049579892122289], + Complex[0.013534271054884943`, 0.0007136180970737147], + Complex[0.013706841325237917`, 0.0007223376868570467], + Complex[0.013880725041686469`, 0.0007311168202188085], + Complex[0.014055925489314372`, 0.0007399555579145222], + Complex[0.014232445943947788`, 0.0007488539598027086], + Complex[0.014410289672209859`, 0.0007578120848488639], + Complex[0.014589459931575273`, 0.0007668299911294193], + Complex[0.014769959970423406`, 0.0007759077358356239], + Complex[0.014951793028091331`, 0.0007850453752774088], + Complex[0.015134962334925492`, 0.0007942429648871746], + Complex[0.01531947111233327, 0.0008035005592235661], + Complex[0.015505322572833243`, 0.0008128182119751686], + Complex[0.01569251992010534, 0.0008221959759641942], + Complex[0.01588106634903969, 0.0008316339031500898], + Complex[0.01607096504578548, 0.0008411320446331388], + Complex[0.016262219187798483`, 0.0008506904506579878], + Complex[0.01645483194388846, 0.0008603091706171557], + Complex[0.016648806474265598`, 0.0008699882530544899], + Complex[0.01684414593058648, 0.0008797277456685885], + Complex[0.017040853455999382`, 0.0008895276953161794], + Complex[0.01723893218518895, 0.0008993881480154654], + Complex[0.017438385244420325`, 0.0009093091489494262], + Complex[0.017639215751582595`, 0.0009192907424690862], + Complex[0.017841426816231774`, 0.0009293329720967472], + Complex[0.01804502153963311, 0.0009394358805291795], + Complex[0.01825000301480288, 0.0009495995096407827], + Complex[0.018456374326549653`, 0.00095982390048671], + Complex[0.018664138551514917`, 0.0009701090933059551], + Complex[0.018873298758213294`, 0.0009804551275244108], + Complex[0.019083858007072105`, 0.000990862041757888], + Complex[0.019295819350470495`, 0.0010013298738151075`], + Complex[0.019509185832778036`, 0.001011858660700654], + Complex[0.019723960490392753`, 0.001022448438617903], + Complex[0.019940146351778754`, 0.0010330992429719139`], + Complex[0.02015774643750331, 0.0010438111083722924`], + Complex[0.020376763760273447`, 0.0010545840686360212`], + Complex[0.02059720132497209, 0.001065418156790264], + Complex[0.020819062128693732`, 0.0010763134050751375`], + Complex[0.021042349160779614`, 0.001087269844946454], + Complex[0.021267065402852486`, 0.0010982875070784373`], + Complex[0.02149321382885091, 0.0011093664213664078`], + Complex[0.021720797405063084`, 0.001120506616929442], + Complex[0.021949819090160274`, 0.0011317081221130048`], + Complex[0.022180281835229805`, 0.0011429709644915497`], + Complex[0.022412188583807637`, 0.0011542951708711023`], + Complex[0.0226455422719105, 0.0011656807672918074`], + Complex[0.022880345828067562`, 0.0011771277790304541`], + Complex[0.023116602173351902`, 0.0011886362306029793`], + Complex[0.023354314221411265`, 0.0012002061457669386`], + Complex[0.02359348487849876, 0.0012118375475239597`], + Complex[0.023834117043502853`, 0.0012235304581221657`], + Complex[0.02407621360797723, 0.0012352848990585777`], + Complex[0.024319777456170116`, 0.0012471008910814926`], + Complex[0.02456481146505332, 0.0012589784541928383`], + Complex[0.024811318504350834`, 0.001270917607650503], + Complex[0.025059301436567153`, 0.0012829183699706469`], + Complex[0.025308763117015118`, 0.001294980758929985], + Complex[0.02555970639384356, 0.0013071047915680556`], + Complex[0.02581213410806441, 0.0013192904841894564`], + Complex[0.026066049093579683`, 0.0013315378523660738`], + Complex[0.026321454177207902`, 0.0013438469109392744`], + Complex[0.026578352178710345`, 0.001356217674022089], + Complex[0.026836745910816882`, 0.0013686501550013688`], + Complex[0.027096638179251484`, 0.001381144366539922], + Complex[0.027358031782757492`, 0.0013937003205786354`], + Complex[0.027620929513122422`, 0.0014063180283385665`], + Complex[0.027885334155202654`, 0.0014189975003230284`], + Complex[0.02815124848694756, 0.001431738746319643], + Complex[0.028418675279423555`, 0.0014445417754023848`], + Complex[0.028687617296837754`, 0.0014574065959336011`], + Complex[0.02895807729656127, 0.0014703332155660163`], + Complex[0.02923005802915231, 0.0014833216412447113`], + Complex[0.029503562238378928`, 0.0014963718792090964`], + Complex[0.029778592661241533`, 0.0015094839349948565`], + Complex[0.030055152027995073`, 0.0015226578134358841`], + Complex[0.03033324306217092, 0.0015358935186661907`], + Complex[0.030612868480598562`, 0.0015491910541218059`], + Complex[0.030894030993426906`, 0.0015625504225426558`], + Complex[0.031176733304145433`, 0.0015759716259744273`], + Complex[0.03146097810960498, 0.001589454665770415], + Complex[0.03174676810003831, 0.0016029995425933495`], + Complex[0.03203410595908043, 0.001616606256417216], + Complex[0.03232299436378861, 0.001630274806529049], + Complex[0.03261343598466218, 0.001644005191530717], + Complex[0.032905433485662064`, 0.0016577974093406926`], + Complex[0.03319898952423008, 0.0016716514571957994`], + Complex[0.03349410675130795, 0.0016855673316529566`], + Complex[0.03379078781135611, 0.0016995450285908942`], + Complex[0.03408903534237227, 0.0017135845432118672`], + Complex[0.03438885197590977, 0.001727685870043346], + Complex[0.03469024033709555, 0.0017418490029396962`], + Complex[0.034993203044648126`, 0.0017560739350838425`], + Complex[0.03529774271089516, 0.0017703606589889237`], + Complex[0.03560386194179085, 0.0017847091664999263`], + Complex[0.03591156333693302, 0.0017991194487953068`], + Complex[0.03622084948958039, 0.001813591496388615], + Complex[0.03653172298666874, 0.0018281252991300674`], + Complex[0.03684418640882805, 0.0018427208462081575`], + Complex[0.03715824233039822, 0.0018573781261512052`], + Complex[0.0374738933194457, 0.0018720971268289335`], + Complex[0.037791141937778806`, 0.001886877835453995], + Complex[0.03810999074096399, 0.0019017202385835305`], + Complex[0.03843044227834065, 0.0019166243221206566`], + Complex[0.03875249909303702, 0.0019315900713160136`], + Complex[0.039076163721984664`, 0.001946617470769223], + Complex[0.039401438695933835`, 0.0019617065044304073`], + Complex[0.03972832653946767, 0.001976857155601635], + Complex[0.04005682977101712, 0.0019920694069384052`], + Complex[0.04038695090287475, 0.002007343240451079], + Complex[0.04071869244120923, 0.002022678637506333], + Complex[0.04105205688607891, 0.0020380755788285735`], + Complex[0.04138704673144589, 0.002053534044501372], + Complex[0.04172366446518902, 0.002069054013968845], + Complex[0.0420619125691179, 0.002084635466037079], + Complex[0.042401793518985285`, 0.002100278378875483], + Complex[0.042743309784500874`, 0.0021159827300181963`], + Complex[0.043086463829343315`, 0.002131748496365415], + Complex[0.043431258111173585`, 0.0021475756541847846`], + Complex[0.043777695081646674`, 0.0021634641791127016`], + Complex[0.044125777186424686`, 0.002179414046155688], + Complex[0.044475506865188114`, 0.0021954252296916754`], + Complex[0.044826886551648584`, 0.002211497703471352], + Complex[0.045179918673559846`, 0.002227631440619436], + Complex[0.04553460565273019, 0.002243826413635999], + Complex[0.04589094990503307, 0.0022600825943977195`], + Complex[0.04624895384041917, 0.0022763999541591893`], + Complex[0.046608619862926796`, 0.0022927784635541483`], + Complex[0.046969950370693556`, 0.0023092180925967723`], + Complex[0.047332947755966415`, 0.002325718810682888], + Complex[0.04769761440511311, 0.002342280586591245], + Complex[0.04806395269863192, 0.002358903388484713], + Complex[0.048431965011162696`, 0.002375587183911532], + Complex[0.04880165371149636, 0.0023923319398064984`], + Complex[0.04917302116258565, 0.002409137622492197], + Complex[0.04954606972155427, 0.002426004197680162], + Complex[0.04992080173970745, 0.0024429316304721027`], + Complex[0.0502972195625407, 0.0024599198853610445`], + Complex[0.050675325529750015`, 0.0024769689262325346`], + Complex[0.05105512197524052, 0.0024940787163657686`], + Complex[0.051436611227136345`, 0.002511249218434783], + Complex[0.05181979560778884, 0.002528480394509565], + Complex[0.0522046774337863, 0.0025457722060572233`], + Complex[0.05259125901596195, 0.002563124613943093], + Complex[0.052979542659403196`, 0.0025805375784318813`], + Complex[0.05336953066345955, 0.0025980110591887614`], + Complex[0.053761225321751496`, 0.0026155450152805055`], + Complex[0.05415462892217813, 0.0026331394051765564`], + Complex[0.054549743746925866`, 0.002650794186750156], + Complex[0.054946572072475774`, 0.002668509317279397], + Complex[0.055345116169611866`, 0.0026862847534483334`], + Complex[0.05574537830342839, 0.0027041204513480214`], + Complex[0.056147360733337794`, 0.0027220163664776176`], + Complex[0.05655106571307764, 0.002739972453745407], + Complex[0.05695649549071866, 0.002757988667469887], + Complex[0.05736365230867089, 0.0027760649613807684`], + Complex[0.05777253840369192, 0.002794201288620069], + Complex[0.05818315600689268, 0.002812397601743088], + Complex[0.0585955073437452, 0.002830653852719479], + Complex[0.05900959463408866, 0.0028489699929342364`], + Complex[0.05942542009213629, 0.0028673459731887265`], + Complex[0.05984298592648165, 0.0028857817437016775`], + Complex[0.060262294340105084`, 0.0029042772541101975`], + Complex[0.06068334753037989, 0.0029228324534707516`], + Complex[0.06110614768907836, 0.002941447290260157], + Complex[0.06153069700237791, 0.002960121712376563], + Complex[0.06195699765086678, 0.002978855667140429], + Complex[0.06238505180954995, 0.002997649101295488], + Complex[0.06281486164785469, 0.003016501961009713], + Complex[0.06324642932963606, 0.0030354141918762768`], + Complex[0.06367975701318253, 0.003054385738914502], + Complex[0.06411484685122106, 0.0030734165465708067`], + Complex[0.06455170099092239, 0.0030925065587196435`], + Complex[0.06499032157390623, 0.0031116557186644423`], + Complex[0.06543071073624615, 0.0031308639691385275`], + Complex[0.06587287060847448, 0.0031501312523060576`], + Complex[0.06631680331558709, 0.0031694575097629286`], + Complex[0.06676251097704809, 0.003188842682537698], + Complex[0.06720999570679438, 0.00320828671109249], + Complex[0.06765925961324012, 0.0032277895353238963`], + Complex[0.0681103047992812, 0.0032473510945638818`], + Complex[0.06856313336229919, 0.003266971327580664], + Complex[0.06901774739416582, 0.003286650172579613], + Complex[0.06947414898124696, 0.0033063875672041296`], + Complex[0.0699323402044066, 0.0033261834485365255`], + Complex[0.07039232313901056, 0.003346037753098892], + Complex[0.07085409985493038, 0.003365950416853971], + Complex[0.071317672416547, 0.0033859213752060182`], + Complex[0.07178304288275433, 0.003405950563001665], + Complex[0.07225021330696264, 0.0034260379145307643`], + Complex[0.072719185737102, 0.00344618336352725], + Complex[0.07318996221562561, 0.0034663868431699767`], + Complex[0.07366254477951291, 0.0034866482860835568`], + Complex[0.07413693546027265, 0.003506967624339204], + Complex[0.07461313628394607, 0.0035273447894555604`], + Complex[0.07509114927110955, 0.003547779712399522], + Complex[0.0755709764368777, 0.003568272323587067], + Complex[0.07605261979090586, 0.0035888225528840707`], + Complex[0.0765360813373929, 0.0036094303296071192`], + Complex[0.07702136307508368, 0.0036300955825243203`], + Complex[0.07750846699727149, 0.0036508182398561104`], + Complex[0.07799739509180056, 0.003671598229276056], + Complex[0.07848814934106818, 0.0036924354779116534`], + Complex[0.07898073172202694, 0.0037133299123451157`], + Complex[0.07947514420618695, 0.003734281458614173], + Complex[0.07997138875961769, 0.003755290042212849], + Complex[0.08046946734295002, 0.003776355588092249], + Complex[0.08096938191137806, 0.003797478020661334], + Complex[0.08147113441466092, 0.003818657263787696], + Complex[0.0819747267971244, 0.0038398932407983366`], + Complex[0.08248016099766256, 0.003861185874480419], + Complex[0.08298743894973926, 0.003882535087082046], + Complex[0.08349656258138954, 0.003903940800313008], + Complex[0.08400753381522101, 0.003925402935345544], + Complex[0.08452035456841518, 0.003946921412815101], + Complex[0.08503502675272849, 0.003968496152821067], + Complex[0.08555155227449356, 0.003990127074927534], + Complex[0.08606993303462004, 0.0040118140981640245`], + Complex[0.08659017092859582, 0.00403355714102624], + Complex[0.08711226784648761, 0.004055356121476797], + Complex[0.08763622567294191, 0.004077210956945951], + Complex[0.08816204628718562, 0.004099121564332329], + Complex[0.08868973156302669, 0.004121087860003658], + Complex[0.0892192833688549, 0.0041431097597974895`], + Complex[0.08975070356764164, 0.004165187179021899], + Complex[0.09028399401694136, 0.004187320032456237], + Complex[0.09081915656889075, 0.0042095082343517965`], + Complex[0.09135619307021006, 0.0042317516984325745`], + Complex[0.09189510536220222, 0.004254050337895923], + Complex[0.09243589528075402, 0.004276404065413308], + Complex[0.09297856465633503, 0.00429881279313096], + Complex[0.09352311531399855, 0.004321276432670612], + Complex[0.0940695490733805, 0.004343794895130159], + Complex[0.09461786774870029, 0.004366368091084389], + Complex[0.09516807314875946, 0.00438899593058563], + Complex[0.09572016707694227, 0.004411678323164475], + Complex[0.09627415133121439, 0.004434415177830424], + Complex[0.09683002770412336, 0.004457206403072614], + Complex[0.09738779798279691, 0.004480051906860445], + Complex[0.09794746394894369, 0.004502951596644306], + Complex[0.098509027378851, 0.004525905379356196], + Complex[0.09907249004338549, 0.004548913161410441], + Complex[0.09963785370799098, 0.004571974848704324], + Complex[0.10020512013268888`, 0.004595090346618784], + Complex[0.10077429107207578`, 0.004618259560019038], + Complex[0.10134536827532369`, 0.004641482393255282], + Complex[0.1019183534861778, 0.004664758750163312], + Complex[0.10249324844295639`, 0.0046880885340652165`], + Complex[0.10307005487854831`, 0.004711471647769981], + Complex[0.1036487745204129, 0.004734907993574189], + Complex[0.10422940909057747`, 0.004758397473262623], + Complex[0.10481196030563689`, 0.004781939988108957], + Complex[0.10539642987675084`, 0.004805535438876345], + Complex[0.10598281950964354`, 0.004829183725818115], + Complex[0.10657113090460074`, 0.00485288474867836], + Complex[0.10716136575646934`, 0.004876638406692623], + Complex[0.1077535257546541, 0.004900444598588474], + Complex[0.10834761258311734`, 0.0049243032225862], + Complex[0.10894362792037554`, 0.004948214176399384], + Complex[0.1095415734394985, 0.004972177357235571], + Complex[0.11014145080810635`, 0.004996192661796862], + Complex[0.11074326168836823`, 0.005020259986280567], + Complex[0.1113470077369994, 0.005044379226379797], + Complex[0.11195269060525956`, 0.005068550277284107], + Complex[0.11256031193894978`, 0.005092773033680092], + Complex[0.11316987337841118`, 0.005117047389752026], + Complex[0.11378137655852132`, 0.005141373239182448], + Complex[0.11439482310869269`, 0.005165750475152803], + Complex[0.11501021465286912`, 0.0051901789903440135`], + Complex[0.1156275528095244, 0.005214658676937135], + Complex[0.11624683919165806`, 0.0052391894266139065`], + Complex[0.11686807540679417`, 0.005263771130557409], + Complex[0.11749126305697695`, 0.0052884036794526145`], + Complex[0.1181164037387695, 0.005313086963487041], + Complex[0.11874349904324918`, 0.00533782087235129], + Complex[0.11937255055600615`, 0.005362605295239704], + Complex[0.12000355985713897`, 0.005387440120850911], + Complex[0.1206365285212526, 0.005412325237388454], + Complex[0.12127145811745411`, 0.00543726053256135], + Complex[0.12190835020935056`, 0.005462245893584718], + Complex[0.12254720635504436`, 0.00548728120718032], + Complex[0.12318802810713146`, 0.0055123663595772], + Complex[0.12383081701269628`, 0.005537501236512216], + Complex[0.12447557461330963`, 0.005562685723230673], + Complex[0.125122302445024, 0.005587919704486855], + Complex[0.12577100203837085`, 0.005613203064544659], + Complex[0.12642167491835635`, 0.005638535687178123], + Complex[0.12707432260445783`, 0.005663917455672034], + Complex[0.12772894661062004`, 0.005689348252822498], + Complex[0.12838554844525127`, 0.005714827960937508], + Complex[0.12904412961121922`, 0.005740356461837518], + Complex[0.1297046916058474, 0.005765933636856024], + Complex[0.13036723592091093`, 0.005791559366840119], + Complex[0.13103176404263225`, 0.005817233532151072], + Complex[0.13169827745167728`, 0.005842956012664894], + Complex[0.1323667776231511, 0.005868726687772902], + Complex[0.13303726602659366`, 0.005894545436382285], + Complex[0.1337097441259754, 0.005920412136916662], + Complex[0.13438421337969314`, 0.00594632666731665], + Complex[0.13506067524056528`, 0.005972288905040427], + Complex[0.13573913115582753`, 0.005998298727064285], + Complex[0.13641958256712852`, 0.006024356009883192], + Complex[0.1371020309105246, 0.006050460629511345], + Complex[0.13778647761647606`, 0.006076612461482734], + Complex[0.1384729241098415, 0.006102811380851688], + Complex[0.13916137180987384`, 0.006129057262193437], + Complex[0.1398518221302149, 0.006155349979604657], + Complex[0.14054427647889084`, 0.00618168940670402], + Complex[0.14123873625830732`, 0.006208075416632763], + Complex[0.14193520286524394`, 0.006234507882055205], + Complex[0.14263367769084995`, 0.006260986675159329], + Complex[0.14333416212063851`, 0.0062875116676573035`], + Complex[0.14403665753448194`, 0.006314082730786043], + Complex[0.1447411653066062, 0.006340699735307745], + Complex[0.14544768680558595`, 0.006367362551510443], + Complex[0.1461562233943389, 0.006394071049208543], + Complex[0.14686677643012064`, 0.006420825097743362], + Complex[0.14757934726451905`, 0.0064476245659836826`], + Complex[0.14829393724344897`, 0.006474469322326275], + Complex[0.14901054770714656`, 0.006501359234696463], + Complex[0.14972917999016358`, 0.006528294170548626], + Complex[0.15044983542136212`, 0.006555273996866772], + Complex[0.15117251532390844`, 0.006582298580165054], + Complex[0.15189722101526745`, 0.006609367786488308], + Complex[0.15262395380719695`, 0.006636481481412599], + Complex[0.15335271500574163`, 0.006663639530045748], + Complex[0.15408350591122705`, 0.006690841797027852], + Complex[0.15481632781825397`, 0.006718088146531846], + Complex[0.155551182015692, 0.006745378442264013], + Complex[0.15628806978667376`, 0.006772712547464522], + Complex[0.15702699240858864`, 0.006800090324907956], + Complex[0.1577679511530765, 0.006827511636903846], + Complex[0.15851094728602189`, 0.006854976345297208], + Complex[0.1592559820675467, 0.006882484311469037], + Complex[0.16000305675200532`, 0.006910035396336887], + Complex[0.16075217258797697`, 0.006937629460355355], + Complex[0.16150333081825974`, 0.006965266363516624], + Complex[0.16225653267986406`, 0.006992945965350995], + Complex[0.16301177940400632`, 0.0070206681249274025`], + Complex[0.16376907221610185`, 0.007048432700853939], + Complex[0.16452841233575846`, 0.007076239551278386], + Complex[0.16528980097676993`, 0.007104088533888732], + Complex[0.1660532393471088, 0.0071319795059136964`], + Complex[0.16681872864891995`, 0.007159912324123257], + Complex[0.16758627007851362`, 0.00718788684482917], + Complex[0.16835586482635803`, 0.007215902923885475], + Complex[0.1691275140770733, 0.007243960416689049], + Complex[0.16990121900942362`, 0.007272059178180093], + Complex[0.1706769807963106, 0.0073001990628426845`], + Complex[0.17145480060476576`, 0.007328379924705258], + Complex[0.17223467959594388`, 0.007356601617341164], + Complex[0.17301661892511525`, 0.007384863993869164], + Complex[0.17380061974165867`, 0.00741316690695395], + Complex[0.17458668318905393`, 0.007441510208806677], + Complex[0.17537481040487465`, 0.007469893751185456], + Complex[0.17616500252078057`, 0.007498317385395898], + Complex[0.17695726066251025`, 0.007526780962291614], + Complex[0.1777515859498735, 0.007555284332274743], + Complex[0.17854797949674345`, 0.007583827345296443], + Complex[0.17934644241104952`, 0.007612409850857442], + Complex[0.18014697579476935`, 0.007641031698008538], + Complex[0.18094958074392067`, 0.007669692735351091], + Complex[0.18175425834855424`, 0.007698392811037584], + Complex[0.18256100969274566`, 0.007727131772772105], + Complex[0.18336983585458724`, 0.00775590946781086], + Complex[0.18418073790618048`, 0.007784725742962712], + Complex[0.18499371691362745`, 0.007813580444589668], + Complex[0.18580877393702355`, 0.007842473418607415], + Complex[0.1866259100304488, 0.007871404510485815], + Complex[0.18744512624195958`, 0.007900373565249431], + Complex[0.18826642361358098`, 0.007929380427478035], + Complex[0.18908980318129798`, 0.007958424941307121], + Complex[0.18991526597504754`, 0.00798750695042842], + Complex[0.19074281301871002`, 0.00801662629809041], + Complex[0.19157244533010062`, 0.008045782827098833], + Complex[0.19240416392096138`, 0.008074976379817207], + Complex[0.19323796979695212`, 0.008104206798167325], + Complex[0.1940738639576423, 0.00813347392362979], + Complex[0.1949118473965021, 0.008162777597244516], + Complex[0.19575192110089382`, 0.008192117659611227], + Complex[0.19659408605206338`, 0.00822149395089], + Complex[0.19743834322513104`, 0.008250906310801748], + Complex[0.1982846935890833, 0.008280354578628746], + Complex[0.19913313810676336`, 0.00830983859321514], + Complex[0.1999836777348625, 0.008339358192967466], + Complex[0.20083631342391103`, 0.008368913215855145], + Complex[0.2016910461182693, 0.00839850349941101], + Complex[0.20254787675611852`, 0.008428128880731817], + Complex[0.20340680626945193`, 0.008457789196478754], + Complex[0.20426783558406517`, 0.008487484282877947], + Complex[0.20513096561954738`, 0.008517213975720986], + Complex[0.20599619728927182`, 0.008546978110365427], + Complex[0.20686353150038647`, 0.008576776521735305], + Complex[0.2077329691538047, 0.008606609044321655], + Complex[0.20860451114419595`, 0.008636475512183012], + Complex[0.20947815835997594`, 0.008666375758945934], + Complex[0.21035391168329762`, 0.008696309617805516], + Complex[0.211231771990041, 0.008726276921525888], + Complex[0.21211174014980397`, 0.008756277502440749], + Complex[0.21299381702589212`, 0.008786311192453858], + Complex[0.2138780034753098, 0.008816377823039574], + Complex[0.21476430034874966`, 0.00884647722524335], + Complex[0.2156527084905828, 0.008876609229682248], + Complex[0.2165432287388492, 0.008906773666545457], + Complex[0.21743586192524778`, 0.008936970365594817], + Complex[0.21833060887512615`, 0.008967199156165326], + Complex[0.21922747040747065`, 0.008997459867165637], + Complex[0.22012644733489634`, 0.009027752327078607], + Complex[0.22102754046363676`, 0.009058076363961783], + Complex[0.2219307505935339, 0.00908843180544794], + Complex[0.22283607851802772`, 0.009118818478745582], + Complex[0.22374352502414588`, 0.009149236210639459], + Complex[0.22465309089249363`, 0.009179684827491093], + Complex[0.2255647768972432, 0.009210164155239297], + Complex[0.2264785838061233, 0.00924067401940067], + Complex[0.22739451238040884`, 0.009271214245070134], + Complex[0.22831256337491004`, 0.009301784656921455], + Complex[0.22923273753796217`, 0.009332385079207745], + Complex[0.23015503561141468`, 0.009363015335761993], + Complex[0.23107945833062063`, 0.009393675249997579], + Complex[0.23200600642442565`, 0.009424364644908801], + Complex[0.23293468061515768`, 0.009455083343071376], + Complex[0.23386548161861545`, 0.009485831166642986], + Complex[0.2347984101440579, 0.009516607937363778], + Complex[0.23573346689419325`, 0.009547413476556896], + Complex[0.23667065256516806`, 0.009578247605129], + Complex[0.23760996784655566`, 0.00960911014357078], + Complex[0.23855141342134573`, 0.009640000911957498], + Complex[0.2394949899659326, 0.009670919729949492], + Complex[0.2404406981501043, 0.009701866416792708], + Complex[0.2413885386370309, 0.009732840791319211], + Complex[0.2423385120832541, 0.009763842671947746], + Complex[0.24329061913867456`, 0.009794871876684208], + Complex[0.24424486044654162`, 0.009825928223122227], + Complex[0.24520123664344098`, 0.009857011528443635], + Complex[0.24615974835928367`, 0.009888121609419043], + Complex[0.24712039621729437`, 0.00991925828240834], + Complex[0.24808318083399977`, 0.009950421363361231], + Complex[0.24904810281921647`, 0.009981610667817754], + Complex[0.25001516277604, 0.010012826010908821`], + Complex[0.2509843613008323, 0.01004406720735675], + Complex[0.25195569898321035`, 0.010075334071475773`], + Complex[0.25292917640603413`, 0.010106626417172599`], + Complex[0.2539047941453947, 0.010137944057946923`], + Complex[0.25488255277060184`, 0.010169286806891954`], + Complex[0.2558624528441726, 0.010200654476694972`], + Complex[0.2568444949218187, 0.010232046879637836`], + Complex[0.25782867955243477`, 0.010263463827597533`], + Complex[0.2588150072780856, 0.010294905132046703`], + Complex[0.25980347863399433`, 0.010326370604054183`], + Complex[0.2607940941485303, 0.010357860054285545`], + Complex[0.2617868543431958, 0.010389373293003611`], + Complex[0.26278175973261453`, 0.01042091013006902], + Complex[0.2637788108245191, 0.01045247037494075], + Complex[0.26477800811973745`, 0.010484053836676655`], + Complex[0.26577935211218173`, 0.010515660323934008`], + Complex[0.2667828432888346, 0.010547289644970054`], + Complex[0.26778848212973694`, 0.010578941607642523`], + Complex[0.268796269107975, 0.010610616019410202`], + Complex[0.2698062046896679, 0.010642312687333452`], + Complex[0.27081828933395413`, 0.010674031418074773`], + Complex[0.2718325234929795, 0.010705772017899337`], + Complex[0.2728489076118832, 0.01073753429267553], + Complex[0.273867442128786, 0.010769318047875502`], + Complex[0.27488812747477587`, 0.010801123088575728`], + Complex[0.275910964073896, 0.010832949219457528`], + Complex[0.27693595234313056`, 0.010864796244807629`], + Complex[0.2779630926923924, 0.01089666396851872], + Complex[0.27899238552450956`, 0.010928552194090002`], + Complex[0.2800238312352113, 0.01096046072462772], + Complex[0.2810574302131154, 0.010992389362845745`], + Complex[0.28209318283971474`, 0.011024337911066096`], + Complex[0.28313108948936316`, 0.011056306171219516`], + Complex[0.2841711505292627, 0.01108829394484602], + Complex[0.28521336631944905`, 0.011120301033095449`], + Complex[0.286257737212779, 0.011152327236728016`], + Complex[0.2873042635549157, 0.011184372356114889`], + Complex[0.2883529456843157, 0.011216436191238733`], + Complex[0.2894037839322146, 0.01124851854169426], + Complex[0.29045677862261327`, 0.01128061920668881], + Complex[0.29151193007226406`, 0.011312737985042905`], + Complex[0.2925692385906566, 0.011344874675190797`], + Complex[0.29362870448000405`, 0.011377029075181063`], + Complex[0.2946903280352289, 0.011409200982677128`], + Complex[0.29575410954394804`, 0.011441390194957862`], + Complex[0.29682004928646016`, 0.011473596508918138`], + Complex[0.29788814753573, 0.011505819721069399`], + Complex[0.2989584045573745, 0.01153805962754021], + Complex[0.3000308206096487, 0.01157031602407686], + Complex[0.3011053959434313, 0.011602588706043917`], + Complex[0.3021821308022094, 0.011634877468424776`], + Complex[0.3032610254220648, 0.011667182105822273`], + Complex[0.30434208003165936`, 0.011699502412459241`], + Complex[0.30542529485221936`, 0.011731838182179061`], + Complex[0.3065106700975222, 0.011764189208446286`], + Complex[0.30759820597388043`, 0.011796555284347175`], + Complex[0.3086879026801277, 0.01182893620259029], + Complex[0.30977976040760324`, 0.011861331755507087`], + Complex[0.31087377934013727`, 0.011893741735052463`], + Complex[0.31196995965403646`, 0.011926165932805377`], + Complex[0.3130683015180677, 0.011958604139969402`], + Complex[0.31416880509344386`, 0.011991056147373322`], + Complex[0.31527147053380844`, 0.012023521745471728`], + Complex[0.3163762979852204, 0.012056000724345576`], + Complex[0.3174832875861383, 0.012088492873702792`], + Complex[0.318592439467406, 0.012120997982878882`], + Complex[0.31970375375223614`, 0.012153515840837473`], + Complex[0.3208172305561955, 0.01218604623617094], + Complex[0.3219328699871886, 0.012218588957100993`], + Complex[0.3230506721454435, 0.01225114379147927], + Complex[0.3241706371234946, 0.01228371052678793], + Complex[0.32529276500616816`, 0.012316288950140235`], + Complex[0.3264170558705656, 0.012348878848281177`], + Complex[0.32754350978604835`, 0.012381480007588052`], + Complex[0.32867212681422175`, 0.012414092214071071`], + Complex[0.3298029070089191, 0.012446715253373977`], + Complex[0.33093585041618534`, 0.012479348910774589`], + Complex[0.3320709570742617, 0.01251199297118549], + Complex[0.333208227013569, 0.012544647219154569`], + Complex[0.33434766025669177`, 0.012577311438865653`], + Complex[0.33548925681836184`, 0.012609985414139113`], + Complex[0.33663301670544193`, 0.012642668928432459`], + Complex[0.33777893991691, 0.012675361764840985`], + Complex[0.33892702644384193`, 0.012708063706098349`], + Complex[0.3400772762693951, 0.012740774534577184`], + Complex[0.3412296893687929, 0.012773494032289738`], + Complex[0.3423842657093069, 0.012806221980888493`], + Complex[0.343541005250241, 0.012838958161666742`], + Complex[0.34469990794291394`, 0.012871702355559234`], + Complex[0.3458609737306436, 0.01290445434314283], + Complex[0.34702420254872923`, 0.012937213904637042`], + Complex[0.3481895943244346, 0.01296998081990475], + Complex[0.34935714897697195`, 0.013002754868452749`], + Complex[0.35052686641748343`, 0.013035535829432416`], + Complex[0.35169874654902583`, 0.013068323481640344`], + Complex[0.3528727892665518, 0.01310111760351894], + Complex[0.3540489944568934, 0.013133917973157078`], + Complex[0.3552273619987452, 0.013166724368290732`], + Complex[0.3564078917626461, 0.01319953656630361], + Complex[0.3575905836109621, 0.01323235434422777], + Complex[0.35877543739786955`, 0.013265177478744278`], + Complex[0.35996245296933693`, 0.013298005746183844`], + Complex[0.36115163016310753`, 0.013330838922527446`], + Complex[0.3623429688086813, 0.013363676783407004`], + Complex[0.3635364687272982, 0.013396519104105978`], + Complex[0.36473212973191926`, 0.013429365659560068`], + Complex[0.36592995162720954`, 0.013462216224357799`], + Complex[0.36712993420951967`, 0.013495070572741224`], + Complex[0.36833207726686856`, 0.01352792847860653], + Complex[0.3695363805789244, 0.013560789715504735`], + Complex[0.37074284391698753`, 0.013593654056642295`], + Complex[0.37195146704397175`, 0.013626521274881776`], + Complex[0.37316224971438594`, 0.013659391142742533`], + Complex[0.37437519167431627`, 0.013692263432401328`], + Complex[0.3755902926614075, 0.013725137915693016`], + Complex[0.37680755240484465`, 0.013758014364111212`], + Complex[0.3780269706253344, 0.013790892548808921`], + Complex[0.3792485470350868, 0.013823772240599228`], + Complex[0.38047228133779626`, 0.013856653209955966`], + Complex[0.38169817322862326`, 0.013889535227014378`], + Complex[0.38292622239417506`, 0.013922418061571771`], + Complex[0.3841564285124877, 0.013955301483088225`], + Complex[0.38538879125300635`, 0.013988185260687222`], + Complex[0.3866233102765668, 0.014021069163156354`], + Complex[0.387859985235376, 0.014053952958947975`], + Complex[0.38909881577299343`, 0.014086836416179908`], + Complex[0.3903398015243118, 0.014119719302636113`], + Complex[0.3915829421155377, 0.014152601385767336`], + Complex[0.39282823716417253`, 0.014185482432691857`], + Complex[0.3940756862789926, 0.014218362210196116`], + Complex[0.3953252890600307, 0.01425124048473544], + Complex[0.39657704509855557`, 0.01428411702243472], + Complex[0.3978309539770528, 0.014316991589089058`], + Complex[0.39908701526920554`, 0.014349863950164573`], + Complex[0.40034522853987387`, 0.014382733870798966`], + Complex[0.4016055933450763, 0.014415601115802309`], + Complex[0.4028681092319682, 0.014448465449657681`], + Complex[0.40413277573882395`, 0.01448132663652192], + Complex[0.4053995923950154, 0.014514184440226296`], + Complex[0.40666855872099233`, 0.014547038624277215`], + Complex[0.4079396742282621, 0.01457988895185693], + Complex[0.4092129384193705, 0.014612735185824274`], + Complex[0.41048835078787993`, 0.014645577088715311`], + Complex[0.41176591081835007`, 0.014678414422744104`], + Complex[0.4130456179863172, 0.014711246949803407`], + Complex[0.4143274717582739, 0.014744074431465398`], + Complex[0.41561147159164785`, 0.014776896628982334`], + Complex[0.41689761693478267`, 0.014809713303287375`], + Complex[0.4181859072269154, 0.014842524214995198`], + Complex[0.4194763418981568, 0.014875329124402807`], + Complex[0.42076892036947067`, 0.014908127791490207`], + Complex[0.4220636420526524, 0.014940919975921146`], + Complex[0.4233605063503081, 0.01497370543704386], + Complex[0.424659512655834, 0.015006483933891791`], + Complex[0.4259606603533946, 0.015039255225184298`], + Complex[0.4272639488179018, 0.015072019069327428`], + Complex[0.4285693774149942, 0.015104775224414668`], + Complex[0.4298769455010147, 0.01513752344822762], + Complex[0.43118665242299, 0.01517026349823681], + Complex[0.4324984975186085, 0.01520299513160241], + Complex[0.43381248011619905`, 0.015235718105174942`], + Complex[0.435128599534709, 0.0152684321754961], + Complex[0.43644685508368297`, 0.015301137098799452`], + Complex[0.4377672460632408, 0.015333832631011228`], + Complex[0.43908977176405517`, 0.015366518527751002`], + Complex[0.44041443146733095`, 0.015399194544332553`], + Complex[0.4417412244447817, 0.01543186043576454], + Complex[0.44307014995860844`, 0.015464515956751308`], + Complex[0.4444012072614776, 0.015497160861693634`], + Complex[0.44573439559649775`, 0.015529794904689493`], + Complex[0.4470697141971991, 0.015562417839534845`], + Complex[0.4484071622875089, 0.015595029419724389`], + Complex[0.4497467390817303, 0.0156276293984523], + Complex[0.45108844378451995`, 0.015660217528613105`], + Complex[0.4524322755908649, 0.01569279356280235], + Complex[0.45377823368605913`, 0.015725357253317425`], + Complex[0.45512631724568264`, 0.01575790835215838], + Complex[0.45647652543557676`, 0.015790446611028644`], + Complex[0.4578288574118224, 0.01582297178133587], + Complex[0.4591833123207159, 0.01585548361419265], + Complex[0.4605398892987474, 0.01588798186041741], + Complex[0.4618985874725761, 0.01592046627053509], + Complex[0.4632594059590084, 0.015952936594778047`], + Complex[0.46462234386497325`, 0.015985392583086754`], + Complex[0.46598740028749985`, 0.016017833985110676`], + Complex[0.46735457431369287`, 0.016050260550209024`], + Complex[0.4687238650207108, 0.01608267202745159], + Complex[0.47009527147574004`, 0.016115068165619542`], + Complex[0.47146879273597236`, 0.016147448713206235`], + Complex[0.4728444278485816, 0.016179813418418006`], + Complex[0.47422217585069815`, 0.016212162029175043`], + Complex[0.4756020357693865, 0.016244494293112116`], + Complex[0.47698400662162, 0.01627680995757949], + Complex[0.47836808741425796`, 0.016309108769643674`], + Complex[0.4797542771440196, 0.016341390476088277`], + Complex[0.4811425747974617, 0.016373654823414845`], + Complex[0.4825329793509526, 0.016405901557843657`], + Complex[0.4839254897706488, 0.01643813042531459], + Complex[0.48532010501246914`, 0.016470341171487917`], + Complex[0.4867168240220723, 0.01650253354174522], + Complex[0.488115645734829, 0.0165347072811901], + Complex[0.48951656907580027`, 0.01656686213464916], + Complex[0.49091959295970955`, 0.016598997846672726`], + Complex[0.4923247162909206, 0.01663111416153582], + Complex[0.4937319379634105, 0.016663210823238878`], + Complex[0.49514125686074434`, 0.016695287575508692`], + Complex[0.49655267185605106`, 0.016727344161799246`], + Complex[0.49796618181199803`, 0.016759380325292568`], + Complex[0.49938178558076446`, 0.016791395808899566`], + Complex[0.5007994820040164, 0.0168233903552609], + Complex[0.502219269912882, 0.016855363706747922`], + Complex[0.5036411481279247, 0.01688731560546343], + Complex[0.5050651154591178, 0.01691924579324258], + Complex[0.5064911707058188, 0.016951154011653827`], + Complex[0.5079193126567428, 0.016983040001999686`], + Complex[0.509349540089937, 0.017014903505317702`], + Complex[0.5107818517727548, 0.017046744262381286`], + Complex[0.5122162464618283, 0.01707856201370059], + Complex[0.5136527229030432, 0.01711035649952346], + Complex[0.5150912798315125, 0.017142127459836242`], + Complex[0.5165319159715486, 0.017173874634364743`], + Complex[0.5179746300366375, 0.01720559776257505], + Complex[0.5194194207294129, 0.017237296583674507`], + Complex[0.520866286741628, 0.01726897083661259], + Complex[0.5223152267541296, 0.017300620260081775`], + Complex[0.5237662394368306, 0.017332244592518493`], + Complex[0.5252193234486825, 0.017363843572103993`], + Complex[0.5266744774376501, 0.017395416936765315`], + Complex[0.528131700040681, 0.017426964424176128`], + Complex[0.5295909898836828, 0.017458485771757716`], + Complex[0.5310523455814905, 0.01748998071667986], + Complex[0.5325157657378428, 0.017521448995861784`], + Complex[0.5339812489453533, 0.017552890345973036`], + Complex[0.5354487937854819, 0.017584304503434494`], + Complex[0.5369183988285078, 0.017615691204419227`], + Complex[0.5383900626335022, 0.017647050184853474`], + Complex[0.5398637837482981, 0.01767838118041753], + Complex[0.541339560709465, 0.017709683926546774`], + Complex[0.5428173920422784, 0.01774095815843252], + Complex[0.5442972762606929, 0.017772203611023045`], + Complex[0.5457792118673125, 0.017803420019024466`], + Complex[0.5472631973533636, 0.017834607116901723`], + Complex[0.5487492311986649, 0.017865764638879567`], + Complex[0.5502373118716, 0.017896892318943477`], + Complex[0.5517274378290875, 0.01792798989084062], + Complex[0.5532196075165525, 0.017959057088080856`], + Complex[0.5547138193678983, 0.017990093643937673`], + Complex[0.5562100718054758, 0.018021099291449155`], + Complex[0.5577083632400557, 0.018052073763419003`], + Complex[0.5592086920707979, 0.018083016792417424`], + Complex[0.5607110566852235, 0.01811392811078221], + Complex[0.5622154554591842, 0.01814480745061965], + Complex[0.5637218867568328, 0.018175654543805573`], + Complex[0.5652303489305938, 0.01820646912198625], + Complex[0.5667408403211339, 0.01823725091657954], + Complex[0.5682533592573311, 0.018267999658775704`], + Complex[0.5697679040562448, 0.018298715079538532`], + Complex[0.5712844730230872, 0.018329396909606308`], + Complex[0.5728030644511906, 0.01836004487949281], + Complex[0.5743236766219788, 0.0183906587194883], + Complex[0.5758463078049367, 0.018421238159660618`], + Complex[0.5773709562575782, 0.018451782929856077`], + Complex[0.578897620225417, 0.018482292759700574`], + Complex[0.5804262979419358, 0.0185127673786006], + Complex[0.5819569876285536, 0.018543206515744204`], + Complex[0.5834896874945968, 0.018573609900102095`], + Complex[0.585024395737268, 0.018603977260428665`], + Complex[0.5865611105416128, 0.018634308325262975`], + Complex[0.5880998300804905, 0.018664602822929813`], + Complex[0.5896405525145417, 0.018694860481540797`], + Complex[0.591183275992157, 0.01872508102899533], + Complex[0.5927279986494454, 0.018755264192981694`], + Complex[0.5942747186102024, 0.018785409700978133`], + Complex[0.5958234339858779, 0.01881551728025381], + Complex[0.5973741428755451, 0.018845586657869992`], + Complex[0.5989268433658671, 0.018875617560681044`], + Complex[0.6004815335310659, 0.018905609715335468`], + Complex[0.6020382114328892, 0.018935562848277045`], + Complex[0.6035968751205779, 0.01896547668574585], + Complex[0.6051575226308352, 0.018995350953779362`], + Complex[0.6067201519877908, 0.01902518537821351], + Complex[0.6082847612029718, 0.019054979684683806`], + Complex[0.6098513482752664, 0.019084733598626412`], + Complex[0.6114199111908933, 0.019114446845279177`], + Complex[0.6129904479233677, 0.019144119149682826`], + Complex[0.6145629564334671, 0.019173750236681993`], + Complex[0.6161374346692002, 0.01920333983092634], + Complex[0.6177138805657709, 0.019232887656871644`], + Complex[0.6192922920455468, 0.019262393438780986`], + Complex[0.6208726670180236, 0.01929185690072573], + Complex[0.6224550033797924, 0.01932127776658674], + Complex[0.6240392990145063, 0.019350655760055492`], + Complex[0.6256255517928447, 0.019379990604635158`], + Complex[0.6272137595724798, 0.01940928202364174], + Complex[0.6288039201980429, 0.01943852974020524], + Complex[0.6303960315010891, 0.019467733477270734`], + Complex[0.6319900913000631, 0.019496892957599588`], + Complex[0.6335860974002643, 0.019526007903770536`], + Complex[0.6351840475938125, 0.01955507803818082], + Complex[0.6367839396596121, 0.019584103083047415`], + Complex[0.6383857713633175, 0.019613082760408115`], + Complex[0.6399895404572987, 0.019642016792122685`], + Complex[0.6415952446806037, 0.01967090489987408], + Complex[0.643202881758926, 0.019699746805169574`], + Complex[0.644812449404567, 0.01972854222934194], + Complex[0.6464239453163997, 0.01975729089355056], + Complex[0.6480373671798364, 0.01978599251878274], + Complex[0.649652712666788, 0.019814646825854744`], + Complex[0.6512699794356319, 0.019843253535413094`], + Complex[0.6528891651311729, 0.019871812367935632`], + Complex[0.6545102673846094, 0.019900323043732883`], + Complex[0.6561332838134945, 0.019928785282949092`], + Complex[0.6577582120217009, 0.01995719880556352], + Complex[0.6593850495993838, 0.019985563331391603`], + Complex[0.6610137941229441, 0.020013878580086155`], + Complex[0.6626444431549913, 0.020042144271138672`], + Complex[0.664276994244306, 0.020070360123880398`], + Complex[0.6659114449258031, 0.02009852585748366], + Complex[0.667547792720495, 0.020126641190963086`], + Complex[0.6691860351354519, 0.020154705843176766`], + Complex[0.6708261696637673, 0.02018271953282753], + Complex[0.6724681937845163, 0.020210681978464217`], + Complex[0.674112104962722, 0.020238592898482836`], + Complex[0.6757579006493138, 0.02026645201112789], + Complex[0.6774055782810913, 0.020294259034493577`], + Complex[0.6790551352806841, 0.02032201368652506], + Complex[0.6807065690565162, 0.020349715685019736`], + Complex[0.6823598770027633, 0.020377364747628458`], + Complex[0.684015056499319, 0.020404960591856883`], + Complex[0.6856721049117507, 0.020432502935066623`], + Complex[0.6873310195912641, 0.02045999149447666], + Complex[0.688991797874663, 0.020487425987164503`], + Complex[0.6906544370843093, 0.02051480613006754], + Complex[0.6923189345280844, 0.02054213163998428], + Complex[0.693985287499349, 0.02056940223357576], + Complex[0.6956534932769037, 0.02059661762736664], + Complex[0.6973235491249488, 0.020623777537746718`], + Complex[0.6989954522930444, 0.0206508816809721], + Complex[0.7006692000160692, 0.020677929773166546`], + Complex[0.7023447895141829, 0.02070492153032278], + Complex[0.704022217992782, 0.020731856668303843`], + Complex[0.7057014826424618, 0.020758734902844377`], + Complex[0.7073825806389743, 0.020785555949551966`], + Complex[0.7090655091431884, 0.02081231952390847], + Complex[0.7107502653010469, 0.020839025341271362`], + Complex[0.712436846243527, 0.02086567311687507], + Complex[0.7141252490865991, 0.02089226256583235], + Complex[0.7158154709311823, 0.020918793403135554`], + Complex[0.7175075088631069, 0.020945265343658075`], + Complex[0.7192013599530691, 0.020971678102155677`], + Complex[0.72089702125659, 0.020998031393267846`], + Complex[0.7225944898139753, 0.021024324931519175`], + Complex[0.7242937626502699, 0.02105055843132073], + Complex[0.7259948367752166, 0.02107673160697143], + Complex[0.7276977091832142, 0.02110284417265943], + Complex[0.729402376853275, 0.02112889584246352], + Complex[0.7311088367489796, 0.021154886330354516`], + Complex[0.7328170858184354, 0.021180815350196638`], + Complex[0.7345271209942335, 0.02120668261574893], + Complex[0.7362389391934041, 0.021232487840666635`], + Complex[0.7379525373173741, 0.021258230738502703`], + Complex[0.7396679122519231, 0.021283911022709087`], + Complex[0.7413850608671381, 0.021309528406638217`], + Complex[0.7431039800173707, 0.021335082603544463`], + Complex[0.7448246665411931, 0.021360573326585506`], + Complex[0.7465471172613525, 0.02138600028882381], + Complex[0.7482713289847279, 0.021411363203228072`], + Complex[0.7499972985022836, 0.021436661782674622`], + Complex[0.751725022589025, 0.021461895739948885`], + Complex[0.7534544980039546, 0.021487064787746923`], + Complex[0.7551857214900259, 0.021512168638676804`], + Complex[0.7569186897740966, 0.02153720700526005], + Complex[0.7586533995668846, 0.021562179599933208`], + Complex[0.7603898475629227, 0.021587086135049255`], + Complex[0.7621280304405121, 0.02161192632287912], + Complex[0.763867944861673, 0.021636699875613088`], + Complex[0.7656095874721038, 0.021661406505362402`], + Complex[0.7673529549011324, 0.021686045924160693`], + Complex[0.7690980437616679, 0.02171061784396553], + Complex[0.7708448506501544, 0.02173512197665987], + Complex[0.772593372146526, 0.02175955803405358], + Complex[0.7743436048141572, 0.021783925727885033`], + Complex[0.7760955451998187, 0.02180822476982255], + Complex[0.7778491898336238, 0.02183245487146591], + Complex[0.7796045352289876, 0.02185661574434798], + Complex[0.7813615778825751, 0.02188070709993618], + Complex[0.7831203142742549, 0.021904728649634088`], + Complex[0.7848807408670473, 0.021928680104782883`], + Complex[0.7866428541070809, 0.02195256117666296], + Complex[0.7884066504235422, 0.021976371576495624`], + Complex[0.7901721262286238, 0.022000111015444426`], + Complex[0.7919392779174804, 0.022023779204616848`], + Complex[0.7937081018681736, 0.022047375855065915`], + Complex[0.7954785944416295, 0.02207090067779169], + Complex[0.797250751981582, 0.02209435338374297], + Complex[0.7990245708145299, 0.022117733683818787`], + Complex[0.8008000472496798, 0.022141041288869998`], + Complex[0.8025771775789026, 0.022164275909701034`], + Complex[0.8043559580766786, 0.0221874372570713], + Complex[0.8061363850000496, 0.02221052504169702], + Complex[0.8079184545885644, 0.022233538974252592`], + Complex[0.809702163064234, 0.022256478765372487`], + Complex[0.8114875066314745, 0.02227934412565275], + Complex[0.81327448147706, 0.022302134765652626`], + Complex[0.8150630837700663, 0.02232485039589615], + Complex[0.8168533096618256, 0.022347490726874007`], + Complex[0.8186451552858687, 0.022370055469045], + Complex[0.8204386167578772, 0.02239254433283781], + Complex[0.8222336901756261, 0.022414957028652528`], + Complex[0.8240303716189371, 0.02243729326686252], + Complex[0.8258286571496226, 0.022459552757815988`], + Complex[0.8276285428114325, 0.0224817352118377], + Complex[0.8294300246300013, 0.022503840339230596`], + Complex[0.8312330986127963, 0.022525867850277655`], + Complex[0.833037760749062, 0.022547817455243403`], + Complex[0.8348440070097691, 0.022569688864375846`], + Complex[0.8366518333475549, 0.022591481787907878`], + Complex[0.8384612356966754, 0.022613195936059358`], + Complex[0.8402722099729486, 0.02263483101903856], + Complex[0.8420847520736983, 0.022656386747044083`], + Complex[0.8438988578777, 0.02267786283026644], + Complex[0.8457145232451265, 0.022699258978889955`], + Complex[0.8475317440174935, 0.022720574903094422`], + Complex[0.8493505160176025, 0.0227418103130569], + Complex[0.8511708350494835, 0.02276296491895343], + Complex[0.8529926968983433, 0.022784038430960905`], + Complex[0.8548160973305068, 0.02280503055925875], + Complex[0.8566410320933603, 0.02282594101403079], + Complex[0.8584674969152937, 0.022846769505466855`], + Complex[0.8602954875056484, 0.022867515743764916`], + Complex[0.8621249995546559, 0.022888179439132576`], + Complex[0.8639560287333817, 0.022908760301789007`], + Complex[0.865788570693668, 0.02292925804196676], + Complex[0.8676226210680745, 0.022949672369913538`], + Complex[0.8694581754698241, 0.02297000299589419], + Complex[0.8712952294927416, 0.022990249630192344`], + Complex[0.8731337787111931, 0.023010411983112274`], + Complex[0.8749738186800338, 0.023030489764980892`], + Complex[0.8768153449345434, 0.023050482686149548`], + Complex[0.878658352990371, 0.02307039045699579], + Complex[0.88050283834347, 0.023090212787925307`], + Complex[0.8823487964700443, 0.023109949389373854`], + Complex[0.8841962228264871, 0.02312959997180905], + Complex[0.8860451128493188, 0.02314916424573233], + Complex[0.8878954619551265, 0.023168641921680805`], + Complex[0.889747265540506, 0.023188032710229095`], + Complex[0.891600518982, 0.023207336321991484`], + Complex[0.8934552176360357, 0.02322655246762356], + Complex[0.8953113568388635, 0.02324568085782424], + Complex[0.8971689319064972, 0.023264721203337703`], + Complex[0.8990279381346514, 0.02328367321495544], + Complex[0.9008883707986791, 0.023302536603518047`], + Complex[0.9027502251535072, 0.023321311079917074`], + Complex[0.9046134964335784, 0.023339996355097342`], + Complex[0.9064781798527852, 0.02335859214005864], + Complex[0.9083442706044085, 0.0233770981458577], + Complex[0.9102117638610506, 0.023395514083610246`], + Complex[0.9120806547745762, 0.023413839664493008`], + Complex[0.9139509384760472, 0.023432074599745674`], + Complex[0.9158226100756566, 0.0234502186006729], + Complex[0.9176956646626637, 0.023468271378646245`], + Complex[0.9195700973053342, 0.023486232645106308`], + Complex[0.9214459030508707, 0.023504102111564763`], + Complex[0.9233230769253487, 0.023521879489606247`], + Complex[0.9252016139336503, 0.02353956449089046], + Complex[0.9270815090594003, 0.0235571568271543], + Complex[0.9289627572648995, 0.023574656210213773`], + Complex[0.9308453534910576, 0.023592062351966227`], + Complex[0.9327292926573258, 0.023609374964392207`], + Complex[0.9346145696616336, 0.023626593759557696`], + Complex[0.936501179380317, 0.023643718449616175`], + Complex[0.9383891166680557, 0.02366074874681067], + Complex[0.9402783763577995, 0.023677684363475768`], + Complex[0.9421689532607068, 0.023694525012039946`], + Complex[0.9440608421660717, 0.023711270405027494`], + Complex[0.9459540378412598, 0.0237279202550608], + Complex[0.9478485350316309, 0.02374447427486218], + Complex[0.9497443284604804, 0.02376093217725641], + Complex[0.9516414128289642, 0.023777293675172586`], + Complex[0.9535397828160289, 0.02379355848164643], + Complex[0.955439433078342, 0.023809726309822275`], + Complex[0.957340358250223, 0.02382579687295549], + Complex[0.9592425529435724, 0.023841769884414405`], + Complex[0.9611460117478011, 0.02385764505768269], + Complex[0.963050729229756, 0.023873422106361408`], + Complex[0.9649566999336522, 0.023889100744171252`], + Complex[0.9668639183810014, 0.023904680684954882`], + Complex[0.968772379070537, 0.023920161642678926`], + Complex[0.9706820764781422, 0.023935543331436365`], + Complex[0.9725930050567788, 0.023950825465448706`], + Complex[0.9745051592364143, 0.023966007759068205`], + Complex[0.9764185334239471, 0.02398108992678024], + Complex[0.9783331220031326, 0.023996071683205385`], + Complex[0.980248919334511, 0.024010952743101784`], + Complex[0.9821659197553305, 0.02402573282136742], + Complex[0.9840841175794781, 0.024040411633042453`], + Complex[0.9860035070973946, 0.02405498889331135], + Complex[0.9879240825760106, 0.0240694643175053], + Complex[0.9898458382586636, 0.02408383762110463], + Complex[0.9917687683650248, 0.024098108519740823`], + Complex[0.9936928670910207, 0.024112276729199154`], + Complex[0.9956181286087611, 0.024126341965420836`], + Complex[0.997544547066457, 0.024140303944505448`], + Complex[0.9994721165883469, 0.0241541623827133], + Complex[1.0014008312746152`, 0.024167916996467642`], + Complex[1.003330685201321, 0.024181567502357268`], + Complex[1.0052616724203136`, 0.024195113617138733`], + Complex[1.007193786959156, 0.024208555057738803`], + Complex[1.0091270228210463`, 0.0242218915412568], + Complex[1.0110613739847383`, 0.024235122784967034`], + Complex[1.0129968344044629`, 0.024248248506321343`], + Complex[1.0149333980098465`, 0.024261268422951253`], + Complex[1.016871058705829, 0.024274182252670654`], + Complex[1.0188098103725876`, 0.02428698971347811], + Complex[1.0207496468654544`, 0.024299690523559375`], + Complex[1.0226905620148325`, 0.024312284401289887`], + Complex[1.0246325496261155`, 0.024324771065237012`], + Complex[1.026575603479607, 0.02433715023416282], + Complex[1.028519717330436, 0.02434942162702646], + Complex[1.0304648849084752`, 0.024361584962986602`], + Complex[1.0324110999182596`, 0.024373639961404004`], + Complex[1.0343583560388963`, 0.02438558634184393], + Complex[1.036306646923989, 0.024397423824078904`], + Complex[1.0382559662015491`, 0.024409152128091006`], + Complex[1.040206307473912, 0.024420770974074565`], + Complex[1.042157664317649, 0.024432280082438654`], + Complex[1.0441100302834878`, 0.024443679173809574`], + Complex[1.0460633988962231`, 0.024454967969033688`], + Complex[1.0480177636546302`, 0.024466146189179767`], + Complex[1.0499731180313785`, 0.024477213555541548`], + Complex[1.0519294554729444`, 0.024488169789640572`], + Complex[1.0538867693995273`, 0.024499014613228676`], + Complex[1.0558450532049575`, 0.024509747748290612`], + Complex[1.0578043002566078`, 0.024520368917046592`], + Complex[1.059764503895309, 0.024530877841955095`], + Complex[1.0617256574352587`, 0.02454127424571547], + Complex[1.0636877541639314`, 0.024551557851270615`], + Complex[1.065650787341988, 0.024561728381809506`], + Complex[1.0676147502031876`, 0.02457178556077004], + Complex[1.0695796359542977`, 0.02458172911184182], + Complex[1.0715454377750007`, 0.024591558758968523`], + Complex[1.0735121488178017`, 0.024601274226350965`], + Complex[1.0754797622079406`, 0.024610875238449587`], + Complex[1.077448271043296, 0.02462036151998738], + Complex[1.0794176683942969`, 0.024629732795952566`], + Complex[1.081387947303823, 0.024638988791601202`], + Complex[1.0833591007871182`, 0.024648129232460167`], + Complex[1.0853311218316926`, 0.024657153844329913`], + Complex[1.0873040033972292`, 0.02466606235328705], + Complex[1.0892777384154875`, 0.02467485448568746], + Complex[1.0912523197902109`, 0.024683529968168784`], + Complex[1.0932277403970292`, 0.024692088527653516`], + Complex[1.0952039930833652`, 0.024700529891351776`], + Complex[1.0971810706683325`, 0.024708853786763966`], + Complex[1.0991589659426437`, 0.024717059941683835`], + Complex[1.1011376716685104`, 0.024725148084201308`], + Complex[1.1031171805795486`, 0.0247331179427053], + Complex[1.105097485380673, 0.024740969245886646`], + Complex[1.1070785787480062`, 0.024748701722740966`], + Complex[1.1090604533287762`, 0.024756315102571702`], + Complex[1.1110431017412155`, 0.02476380911499286], + Complex[1.1130265165744602`, 0.02477118348993205], + Complex[1.1150106903884538`, 0.024778437957633376`], + Complex[1.116995615713842, 0.024785572248660584`], + Complex[1.1189812850518723`, 0.024792586093899713`], + Complex[1.12096769087429, 0.02479947922456229], + Complex[1.1229548256232402`, 0.024806251372188337`], + Complex[1.124942681711159, 0.024812902268649198`], + Complex[1.1269312515206766`, 0.02481943164615089], + Complex[1.128920527404503, 0.024825839237236594`], + Complex[1.1309105016853367`, 0.024832124774790253`], + Complex[1.132901166655749, 0.0248382879920394], + Complex[1.1348925145780817`, 0.024844328622558025`], + Complex[1.136884537684343, 0.02485024640026998], + Complex[1.1388772281760984`, 0.02485604105945184], + Complex[1.1408705782243656`, 0.024861712334736205`], + Complex[1.1428645799695052`, 0.02486725996111457], + Complex[1.144859225521112, 0.024872683673940597`], + Complex[1.1468545069579108`, 0.024877983208933273`], + Complex[1.1488504163276407`, 0.02488315830218], + Complex[1.1508469456469521`, 0.02488820869013977], + Complex[1.15284408690129, 0.02489313410964633], + Complex[1.154841832044787, 0.024897934297911387`], + Complex[1.1568401730001545`, 0.024902608992527872`], + Complex[1.158839101658565, 0.024907157931472988`], + Complex[1.1608386098795427`, 0.02491158085311157], + Complex[1.1628386894908513`, 0.02491587749619934], + Complex[1.1648393322883797`, 0.024920047599886048`], + Complex[1.1668405300360292`, 0.02492409090371883], + Complex[1.1688422744655944`, 0.024928007147645412`], + Complex[1.170844557276654, 0.02493179607201747], + Complex[1.1728473701364548`, 0.02493545741759397], + Complex[1.1748507046797891`, 0.024938990925544316`], + Complex[1.1768545525088834`, 0.0249423963374519], + Complex[1.1788589051932812`, 0.02494567339531714], + Complex[1.1808637542697216`, 0.02494882184156128], + Complex[1.182869091242025, 0.024951841419029383`], + Complex[1.1848749075809686`, 0.024954731870993816`], + Complex[1.1868811947241713`, 0.02495749294115774], + Complex[1.1888879440759725`, 0.02496012437365845], + Complex[1.1908951470073121`, 0.024962625913070885`], + Complex[1.192902794855602, 0.024964997304410822`], + Complex[1.1949108789246141`, 0.02496723829313863], + Complex[1.1969193904843527`, 0.024969348625162636`], + Complex[1.1989283207709296`, 0.024971328046842572`], + Complex[1.2009376609864417`, 0.024973176304992944`], + Complex[1.2029474022988487`, 0.024974893146886855`], + Complex[1.2049575358418456`, 0.02497647832025933], + Complex[1.2069680527147368`, 0.024977931573310814`], + Complex[1.2089789439823082`, 0.02497925265471083], + Complex[1.210990200674704, 0.024980441313601505`], + Complex[1.213001813787298, 0.024981497299601214`], + Complex[1.2150137742805627`, 0.02498242036280807], + Complex[1.2170260730799416`, 0.024983210253803578`], + Complex[1.2190387010757207`, 0.02498386672365636], + Complex[1.221051649122896, 0.024984389523925603`], + Complex[1.2230649080410467`, 0.024984778406664892`], + Complex[1.225078468614197, 0.02498503312442585], + Complex[1.2270923215906882`, 0.02498515343026167], + Complex[1.2291064576830477`, 0.024985139077731113`], + Complex[1.2311208675678507`, 0.02498498982090187], + Complex[1.2331355418855858`, 0.024984705414354616`], + Complex[1.2351504712405252`, 0.024984285613186566`], + Complex[1.237165646200584, 0.024983730173015292`], + Complex[1.2391810572971869`, 0.02498303884998254], + Complex[1.241196695025126, 0.024982211400757934`], + Complex[1.2432125498424307`, 0.02498124758254286], + Complex[1.245228612170223, 0.024980147153074353`], + Complex[1.2472448723925829`, 0.0249789098706288], + Complex[1.2492613208563976`, 0.024977535494025836`], + Complex[1.2512779478712417`, 0.024976023782632275`], + Complex[1.2532947437092121`, 0.024974374496366053`], + Complex[1.2553116986048036`, 0.024972587395699988`], + Complex[1.2573288027547542`, 0.0249706622416657], + Complex[1.2593460463179096`, 0.02496859879585772], + Complex[1.2613634194150756`, 0.024966396820437442`], + Complex[1.2633809121288728`, 0.024964056078136888`], + Complex[1.2653985145035873`, 0.0249615763322627], + Complex[1.267416216545032, 0.02495895734670052], + Complex[1.2694340082203939`, 0.02495619888591862], + Complex[1.271451879458085, 0.02495330071497217], + Complex[1.273469820147594, 0.02495026259950707], + Complex[1.2754878201393414`, 0.024947084305764332`], + Complex[1.2775058692445211`, 0.024943765600583916`], + Complex[1.2795239572349553`, 0.024940306251408945`], + Complex[1.2815420738429375`, 0.024936706026289782`], + Complex[1.2835602087610825`, 0.024932964693888334`], + Complex[1.285578351642173, 0.024929082023481992`], + Complex[1.2875964920990037`, 0.024925057784967976`], + Complex[1.2896146197042246`, 0.024920891748867424`], + Complex[1.2916327239901864`, 0.024916583686329728`], + Complex[1.2936507944487832`, 0.02491213336913656], + Complex[1.2956688205312943`, 0.024907540569706458`], + Complex[1.2976867916482262`, 0.024902805061098793`], + Complex[1.2997046971691495`, 0.024897926617018146`], + Complex[1.3017225264225436`, 0.024892905011818723`], + Complex[1.3037402686956314`, 0.024887740020508486`], + Complex[1.3057579132342185`, 0.024882431418753816`], + Complex[1.3077754492425286`, 0.02487697898288343], + Complex[1.3097928658830416`, 0.024871382489893103`], + Complex[1.3118101522763277`, 0.024865641717449993`], + Complex[1.3138272975008822`, 0.024859756443897076`], + Complex[1.3158442905929546`, 0.024853726448257497`], + Complex[1.3178611205463868`, 0.02484755151023897], + Complex[1.319877776312443, 0.024841231410238668`], + Complex[1.3218942467996382`, 0.02483476592934714], + Complex[1.323910520873567, 0.02482815484935324], + Complex[1.3259265873567365`, 0.024821397952748476`], + Complex[1.327942435028389, 0.024814495022731732`], + Complex[1.3299580526243353`, 0.024807445843213684`], + Complex[1.33197342883677, 0.024800250198821344`], + Complex[1.3339885523141086`, 0.024792907874902993`], + Complex[1.3360034116608017`, 0.024785418657532466`], + Complex[1.3380179954371658`, 0.024777782333514034`], + Complex[1.340032292159193, 0.024769998690386916`], + Complex[1.3420462902983874`, 0.02476206751643017], + Complex[1.344059978281574, 0.024753988600667246`], + Complex[1.346073344490722, 0.02474576173287086], + Complex[1.3480863772627598`, 0.024737386703567628`], + Complex[1.3500990648893945`, 0.0247288633040429], + Complex[1.3521113956169268`, 0.024720191326345658`], + Complex[1.3541233576460674`, 0.024711370563293145`], + Complex[1.3561349391317448`, 0.024702400808475976`], + Complex[1.3581461281829257`, 0.024693281856262652`], + Complex[1.3601569128624214`, 0.024684013501804828`], + Complex[1.362167281186702, 0.024674595541042003`], + Complex[1.3641772211257002`, 0.02466502777070648], + Complex[1.366186720602626, 0.024655309988328263`], + Complex[1.3681957674937713`, 0.024645441992240336`], + Complex[1.3702043496283156`, 0.02463542358158327], + Complex[1.3722124547881296`, 0.024625254556310504`], + Complex[1.374220070707584, 0.02461493471719319], + Complex[1.3762271850733472`, 0.024604463865825557`], + Complex[1.3782337855241917`, 0.024593841804629698`], + Complex[1.3802398596507877`, 0.02458306833686083], + Complex[1.382245394995512, 0.02457214326661246], + Complex[1.3842503790522362`, 0.02456106639882148], + Complex[1.3862547992661345`, 0.024549837539273433`], + Complex[1.3882586430334678`, 0.02453845649460745], + Complex[1.3902618977013883`, 0.024526923072321977`], + Complex[1.3922645505677274`, 0.024515237080779576`], + Complex[1.394266588880791, 0.024503398329212403`], + Complex[1.3962679998391476`, 0.02449140662772748], + Complex[1.3982687705914205`, 0.024479261787312055`], + Complex[1.400268888236077, 0.02446696361983892], + Complex[1.4022683398212148`, 0.024454511938071796`], + Complex[1.4042671123443444`, 0.024441906555670703`], + Complex[1.4062651927521808`, 0.0244291472871975], + Complex[1.4082625679404237`, 0.02441623394812119], + Complex[1.4102592247535406`, 0.02440316635482346], + Complex[1.4122551499845433`, 0.024389944324604153`], + Complex[1.4142503303747758`, 0.024376567675686925`], + Complex[1.4162447526136868`, 0.024363036227224657`], + Complex[1.418238403338611, 0.02434934979930512], + Complex[1.420231269134538, 0.024335508212956422`], + Complex[1.422223336533894, 0.024321511290152857`], + Complex[1.4242145920163123`, 0.024307358853820456`], + Complex[1.4262050220084053`, 0.024293050727842675`], + Complex[1.4281946128835303`, 0.024278586737066107`], + Complex[1.4301833509615687`, 0.024263966707306153`], + Complex[1.4321712225086842`, 0.024249190465352972`], + Complex[1.4341582137370925`, 0.024234257838977143`], + Complex[1.436144310804825, 0.0242191686569354], + Complex[1.438129499815495, 0.024203922748976602`], + Complex[1.4401137668180573`, 0.02418851994584773], + Complex[1.4420970978065688`, 0.024172960079299387`], + Complex[1.4440794787199467`, 0.024157242982092205`], + Complex[1.446060895441728, 0.02414136848800243], + Complex[1.4480413337998237`, 0.02412533643182824], + Complex[1.450020779566278, 0.024109146649395258`], + Complex[1.4519992184570103`, 0.02409279897756324], + Complex[1.4539766361315816`, 0.02407629325423167], + Complex[1.4559530181929334`, 0.024059629318346012`], + Complex[1.4579283501871392`, 0.02404280700990395], + Complex[1.459902617603152, 0.024025826169961212`], + Complex[1.4618758058725518`, 0.024008686640638217`], + Complex[1.4638479003692846`, 0.023991388265125882`], + Complex[1.46581888640941, 0.02397393088769225], + Complex[1.467788749250833, 0.02395631435368832], + Complex[1.469757474093055, 0.023938538509554866`], + Complex[1.471725046076902, 0.023920603202828412`], + Complex[1.4736914502842637`, 0.023902508282147676`], + Complex[1.4756566717378246`, 0.02388425359725998], + Complex[1.4776206954008018`, 0.023865838999027826`], + Complex[1.479583506176671, 0.023847264339435216`], + Complex[1.481545088908898, 0.023828529471594077`], + Complex[1.4835054283806617`, 0.02380963424975103], + Complex[1.485464509314584, 0.023790578529293636`], + Complex[1.487422316372454, 0.023771362166757397`], + Complex[1.4893788341549477`, 0.023751985019831973`], + Complex[1.4913340472013454`, 0.02373244694736793], + Complex[1.493287939989258, 0.023712747809383775`], + Complex[1.4952404969343362`, 0.023692887467072314`], + Complex[1.497191702389989, 0.023672865782807404`], + Complex[1.4991415406470954`, 0.023652682620150883`], + Complex[1.5010899959337163`, 0.023632337843859375`], + Complex[1.5030370524148036`, 0.023611831319891273`], + Complex[1.504982694191908, 0.023591162915413293`], + Complex[1.5069269053028824`, 0.02357033249880766], + Complex[1.5088696697215884`, 0.02354933993967903], + Complex[1.5108109713575961`, 0.023528185108861475`], + Complex[1.5127507940558858`, 0.023506867878425437`], + Complex[1.5146891215965406`, 0.02348538812168486], + Complex[1.516625937694449, 0.02346374571320438], + Complex[1.5185612259989965`, 0.0234419405288063], + Complex[1.5204949700937558`, 0.023419972445577787`], + Complex[1.522427153496173, 0.023397841341878327`], + Complex[1.524357759657265, 0.023375547097346433`], + Complex[1.5262867719612996`, 0.023353089592907626`], + Complex[1.5282141737254775`, 0.023330468710781094`], + Complex[1.5301399481996139`, 0.023307684334487634`], + Complex[1.532064078565824, 0.023284736348856458`], + Complex[1.5339865479381931`, 0.023261624640033188`], + Complex[1.5359073393624552`, 0.023238349095486985`], + Complex[1.537826435815665, 0.023214909604018154`], + Complex[1.5397438202058686`, 0.023191306055765637`], + Complex[1.541659475371774, 0.023167538342214633`], + Complex[1.5435733840824144`, 0.0231436063562043], + Complex[1.5454855290368152`, 0.023119509991935322`], + Complex[1.5473958928636502`, 0.023095249144977716`], + Complex[1.5493044581209108`, 0.023070823712278338`], + Complex[1.5512112072955533`, 0.023046233592169084`], + Complex[1.5531161228031631`, 0.02302147868437418], + Complex[1.5550191869875953`, 0.022996558890018587`], + Complex[1.5569203821206385`, 0.022971474111635498`], + Complex[1.5588196904016534`, 0.022946224253174607`], + Complex[1.5607170939572208`, 0.02292080922000979], + Complex[1.5626125748407835`, 0.02289522891894734], + Complex[1.5645061150322916`, 0.022869483258233993`], + Complex[1.566397696437835, 0.022843572147565064`], + Complex[1.5682873008892806`, 0.022817495498092484`], + Complex[1.5701749101439062`, 0.022791253222433354`], + Complex[1.5720605058840291`, 0.022764845234677658`], + Complex[1.573944069716639, 0.022738271450397002`], + Complex[1.575825583173018, 0.022711531786652833`], + Complex[1.5777050277083624`, 0.022684626162004506`], + Complex[1.5795823847014117`, 0.022657554496518295`], + Complex[1.5814576354540562`, 0.02263031671177536], + Complex[1.583330761190956, 0.022602912730880574`], + Complex[1.5852017430591525`, 0.022575342478470796`], + Complex[1.5870705621276828`, 0.02254760588072372], + Complex[1.5889371993871728`, 0.02251970286536646], + Complex[1.59080163574946, 0.02249163336168431], + Complex[1.592663852047178, 0.02246339730052918], + Complex[1.5945238290333612`, 0.02243499461432883], + Complex[1.5963815473810445`, 0.022406425237095462`], + Complex[1.598236987682849, 0.02237768910443466], + Complex[1.6000901304505735`, 0.02234878615355429], + Complex[1.6019409561147828`, 0.022319716323273613`], + Complex[1.6037894450243895`, 0.022290479554032162`], + Complex[1.6056355774462392`, 0.022261075787898953`], + Complex[1.6074793335646804`, 0.02223150496858147], + Complex[1.6093206934811448`, 0.022201767041435047`], + Complex[1.6111596372137174`, 0.022171861953472115`], + Complex[1.6129961446967083`, 0.022141789653371144`], + Complex[1.6148301957802098`, 0.0221115500914865], + Complex[1.6166617702296677`, 0.022081143219857234`], + Complex[1.618490847725433, 0.022050568992217322`], + Complex[1.620317407862326, 0.02201982736400431], + Complex[1.6221414301491792`, 0.02198891829236948], + Complex[1.6239628940083939`, 0.02195784173618707], + Complex[1.6257817787754836`, 0.021926597656064258`], + Complex[1.627598063698616, 0.021895186014350657`], + Complex[1.629411727938153, 0.02186360677514816], + Complex[1.631222750566187, 0.021831859904320676`], + Complex[1.6330311105660726`, 0.0217999453695042], + Complex[1.634836786831958, 0.0217678631401165], + Complex[1.6366397581683032`, 0.021735613187367393`], + Complex[1.6384400032894137`, 0.021703195484268405`], + Complex[1.6402375008189456`, 0.02167061000564341], + Complex[1.642032229289434, 0.0216378567281382], + Complex[1.6438241671417912`, 0.021604935630231303`], + Complex[1.6456132927248235`, 0.02157184669224361], + Complex[1.64739958429473, 0.021538589896349353`], + Complex[1.6491830200146054`, 0.021505165226586173`], + Complex[1.6509635779539336`, 0.02147157266886545], + Complex[1.652741236088083, 0.0214378122109833], + Complex[1.654515972297793, 0.021403883842630596`], + Complex[1.656287764368658, 0.021369787555404043`], + Complex[1.6580565899906108`, 0.021335523342816576`], + Complex[1.659822426757398, 0.02130109120030834], + Complex[1.6615852521660517`, 0.021266491125257546`], + Complex[1.6633450436163602`, 0.02123172311699109], + Complex[1.6651017784103292`, 0.021196787176795878`], + Complex[1.6668554337516472`, 0.021161683307929467`], + Complex[1.6686059867451395`, 0.021126411515631535`], + Complex[1.670353414396218, 0.02109097180713479], + Complex[1.6720976936103318`, 0.021055364191676244`], + Complex[1.6738388011924106`, 0.02101958868050853], + Complex[1.6755767138463034`, 0.02098364528691122], + Complex[1.6773114081742135`, 0.0209475340262023], + Complex[1.6790428606761272`, 0.020911254915749716`], + Complex[1.6807710477492435`, 0.02087480797498261], + Complex[1.6824959456873916`, 0.020838193225403423`], + Complex[1.6842175306804525`, 0.020801410690599403`], + Complex[1.6859357788137623`, 0.020764460396254153`], + Complex[1.6876506660675312`, 0.020727342370159732`], + Complex[1.6893621683162388`, 0.020690056642228553`], + Complex[1.6910702613280366`, 0.020652603244505324`], + Complex[1.6927749207641356`, 0.020614982211179085`], + Complex[1.694476122178201, 0.02057719357859531], + Complex[1.696173841015732, 0.020539237385268312`], + Complex[1.6978680526134444`, 0.020501113671893202`], + Complex[1.6995587321986365`, 0.02046282248135868], + Complex[1.7012458548885665`, 0.020424363858758905`], + Complex[1.7029293956898128`, 0.020385737851406772`], + Complex[1.704609329497631, 0.020346944508845603`], + Complex[1.7062856310953047`, 0.02030798388286257], + Complex[1.707958275153502, 0.020268856027501052`], + Complex[1.70962723622961, 0.020229560999073644`], + Complex[1.7112924887670757`, 0.020190098856174933`], + Complex[1.7129540070947358`, 0.02015046965969449], + Complex[1.7146117654261437`, 0.02011067347283002], + Complex[1.7162657378588915`, 0.020070710361100738`], + Complex[1.7179158983739264`, 0.02003058039235997], + Complex[1.7195622208348529`, 0.019990283636809138`], + Complex[1.7212046789872437`, 0.01994982016701071], + Complex[1.7228432464579406`, 0.019909190057902128`], + Complex[1.7244778967543357`, 0.019868393386808916`], + Complex[1.7261086032636639`, 0.019827430233458725`], + Complex[1.7277353392522854`, 0.019786300679994755`], + Complex[1.7293580778649595`, 0.01974500481098989], + Complex[1.7309767921241053`, 0.019703542713460566`], + Complex[1.73259145492907, 0.01966191447688071], + Complex[1.7342020390553874`, 0.019620120193195603`], + Complex[1.7358085171540207`, 0.019578159956836927`], + Complex[1.7374108617506114`, 0.019536033864735985`], + Complex[1.7390090452447062`, 0.019493742016338834`], + Complex[1.7406030399090007`, 0.019451284513620506`], + Complex[1.7421928178885557`, 0.019408661461099624`], + Complex[1.7437783512000133`, 0.019365872965853098`], + Complex[1.7453596117308032`, 0.01932291913753085], + Complex[1.7469365712383609`, 0.01927980008837063], + Complex[1.7485092013493082`, 0.019236515933213273`], + Complex[1.7500774735586515`, 0.019193066789517446`], + Complex[1.7516413592289601`, 0.01914945277737471], + Complex[1.7532008295895456`, 0.01910567401952546], + Complex[1.7547558557356282`, 0.019061730641373564`], + Complex[1.7563064086274962`, 0.019017622771002225`], + Complex[1.7578524590896614`, 0.01897335053918941], + Complex[1.759393977810007, 0.018928914079423514`], + Complex[1.7609309353389215`, 0.018884313527919513`], + Complex[1.7624633020884357`, 0.01883954902363419], + Complex[1.7639910483313417`, 0.01879462070828302], + Complex[1.7655141442003106`, 0.018749528726355325`], + Complex[1.7670325596869974`, 0.018704273225131282`], + Complex[1.7685462646411494`, 0.018658854354697788`], + Complex[1.770055228769688, 0.018613272267965282`], + Complex[1.7715594216357975`, 0.018567527120683915`], + Complex[1.7730588126579983`, 0.018521619071460507`], + Complex[1.7745533711092183`, 0.018475548281775347`], + Complex[1.77604306611585, 0.018429314915998946`], + Complex[1.7775278666567944`, 0.01838291914140911], + Complex[1.7790077415625145`, 0.01833636112820803], + Complex[1.7804826595140597`, 0.01828964104954], + Complex[1.7819525890420929`, 0.018242759081508235`], + Complex[1.7834174985259057`, 0.018195715403192446`], + Complex[1.7848773561924234`, 0.01814851019666691], + Complex[1.7863321301152055`, 0.018101143647017814`], + Complex[1.7877817882134321`, 0.018053615942361483`], + Complex[1.7892262982508778`, 0.018005927273861883`], + Complex[1.7906656278348891`, 0.01795807783574941], + Complex[1.7920997444153421`, 0.01791006782533861], + Complex[1.7935286152835876`, 0.01786189744304703], + Complex[1.7949522075713953`, 0.01781356689241339], + Complex[1.7963704882498832`, 0.017765076380116568`], + Complex[1.79778342412844, 0.01771642611599422], + Complex[1.7991909818536365`, 0.017667616313061615`], + Complex[1.800593127908116, 0.017618647187531054`], + Complex[1.8019898286094946`, 0.01756951895883095], + Complex[1.8033810501092398`, 0.017520231849624965`], + Complex[1.8047667583915306`, 0.017470786085832024`], + Complex[1.806146919272123, 0.017421181896645287`], + Complex[1.8075214983971966`, 0.017371419514552573`], + Complex[1.8088904612421874`, 0.017321499175355935`], + Complex[1.8102537731106114`, 0.01727142111819196], + Complex[1.8116113991328837`, 0.017221185585551912`], + Complex[1.8129633042651154`, 0.017170792823301993`], + Complex[1.8143094532879072`, 0.017120243080704214`], + Complex[1.815649810805128, 0.01706953661043678], + Complex[1.8169843412426778`, 0.017018673668615196`], + Complex[1.8183130088472494`, 0.016967654514813003`], + Complex[1.819635777685067, 0.016916479412083324`], + Complex[1.8209526116406174`, 0.016865148626979888`], + Complex[1.8222634744153652`, 0.01681366242957858], + Complex[1.8235683295264675`, 0.016762021093499217`], + Complex[1.8248671403054575`, 0.016710224895927495`], + Complex[1.8261598698969275`, 0.01665827411763659], + Complex[1.8274464812571944`, 0.01660616904300962], + Complex[1.8287269371529573`, 0.016553909960062], + Complex[1.8300012001599355`, 0.01650149716046375], + Complex[1.8312692326614928`, 0.01644893093956245], + Complex[1.83253099684725, 0.016396211596405953`], + Complex[1.8337864547116889`, 0.01634333943376534], + Complex[1.8350355680527348`, 0.01629031475815855], + Complex[1.836278298470327, 0.016237137879873118`], + Complex[1.8375146073649666`, 0.016183809112990485`], + Complex[1.8387444559362756`, 0.016130328775409222`], + Complex[1.839967805181506, 0.016076697188869532`], + Complex[1.8411846158940637`, 0.016022914678976916`], + Complex[1.8423948486619972`, 0.01596898157522672], + Complex[1.84359846386648, 0.015914898211028927`], + Complex[1.844795421680279, 0.01586066492373242], + Complex[1.845985682066203, 0.015806282054650553`], + Complex[1.8471692047755295`, 0.015751749949085722`], + Complex[1.8483459493464307`, 0.015697068956355073`], + Complex[1.8495158751023744`, 0.01564223942981595], + Complex[1.8506789411504987`, 0.015587261726891927`], + Complex[1.851835106379985, 0.015532136209098102`], + Complex[1.8529843294604111`, 0.01547686324206822], + Complex[1.8541265688400776`, 0.015421443195580517`], + Complex[1.8552617827443292`, 0.015365876443584461`], + Complex[1.856389929173841, 0.015310163364227636`], + Complex[1.8575109659029116`, 0.015254304339882896`], + Complex[1.8586248504777174`, 0.01519829975717557], + Complex[1.859731540214553, 0.015142150007011343`], + Complex[1.860830992198055, 0.015085855484603283`], + Complex[1.86192316327941, 0.015029416589500535`], + Complex[1.8630080100745383`, 0.014972833725616683`], + Complex[1.8640854889622591`, 0.014916107301257475`], + Complex[1.8651555560824324`, 0.014859237729150182`], + Complex[1.866218167334094, 0.014802225426472262`], + Complex[1.8672732783735517`, 0.014745070814880926`], + Complex[1.8683208446124737`, 0.01468777432054251], + Complex[1.8693608212159505`, 0.014630336374161668`], + Complex[1.8703931631005404`, 0.01457275741101216], + Complex[1.8714178249322855`, 0.014515037870966807`], + Complex[1.8724347611247183`, 0.014457178198527806`], + Complex[1.8734439258368276`, 0.014399178842857685`], + Complex[1.874445272971023, 0.014341040257810397`], + Complex[1.875438756171061, 0.014282762901962731`], + Complex[1.8764243288199542`, 0.014224347238645713`], + Complex[1.8774019440378569`, 0.014165793735976595`], + Complex[1.8783715546799251`, 0.014107102866890792`], + Complex[1.8793331133341593`, 0.014048275109175237`], + Complex[1.8802865723192108`, 0.013989310945499822`], + Complex[1.8812318836821675`, 0.013930210863451378`], + Complex[1.8821689991963253`, 0.013870975355566847`], + Complex[1.8830978703589194`, 0.013811604919366796`], + Complex[1.8840184483888411`, 0.013752100057389319`], + Complex[1.884930684224311, 0.013692461277224677`], + Complex[1.8858345285205529`, 0.01363268909154941], + Complex[1.886729931647418, 0.013572784018161352`], + Complex[1.8876168436869865`, 0.01351274658001543], + Complex[1.8884952144311453`, 0.013452577305258298`], + Complex[1.8893649933791434`, 0.013392276727264937`], + Complex[1.8902261297351, 0.013331845384674343`], + Complex[1.891078572405503, 0.013271283821426783`], + Complex[1.891922269996666, 0.013210592586799796`], + Complex[1.8927571708121642`, 0.013149772235446139`], + Complex[1.8935832228502267`, 0.013088823327431137`], + Complex[1.894400373801114, 0.013027746428270717`], + Complex[1.8952085710444544`, 0.012966542108969609`], + Complex[1.8960077616465487`, 0.012905210946059897`], + Complex[1.8967978923576478`, 0.012843753521640772`], + Complex[1.8975789096091937`, 0.012782170423416797`], + Complex[1.8983507595110214`, 0.012720462244738995`], + Complex[1.8991133878485476`, 0.01265862958464413], + Complex[1.8998667400798996`, 0.01259667304789569], + Complex[1.9006107613330274`, 0.01253459324502497], + Complex[1.9013453964027716`, 0.012472390792371793`], + Complex[1.9020705897478978`, 0.012410066312127405`], + Complex[1.9027862854880957`, 0.012347620432375833`], + Complex[1.9034924274009448`, 0.012285053787136721`], + Complex[1.9041889589188308`, 0.01222236701640858], + Complex[1.904875823125835, 0.012159560766212052`], + Complex[1.9055529627545873`, 0.012096635688633992`], + Complex[1.906220320183061, 0.012033592441871785`], + Complex[1.906877837431352, 0.011970431690278019`], + Complex[1.907525456158402, 0.011907154104405931`], + Complex[1.9081631176586864`, 0.011843760361055264`], + Complex[1.9087907628588527`, 0.011780251143317766`], + Complex[1.9094083323143336`, 0.011716627140625005`], + Complex[1.910015766205891, 0.01165288904879451], + Complex[1.9106130043361433`, 0.011589037570077884`], + Complex[1.9111999861260316`, 0.011525073413208742`], + Complex[1.9117766506112412`, 0.011460997293451472`], + Complex[1.91234293643858, 0.011396809932650728`], + Complex[1.9128987818623195`, 0.011332512059279987`], + Complex[1.91344412474047, 0.011268104408493074`], + Complex[1.913978902531019, 0.011203587722173933`], + Complex[1.9145030522881183`, 0.011138962748988249`], + Complex[1.9150165106582206`, 0.011074230244435365`], + Complex[1.9155192138761725`, 0.011009390970900118`], + Complex[1.9160110977612368`, 0.010944445697706598`], + Complex[1.9164920977130833`, 0.010879395201170552`], + Complex[1.9169621487077153`, 0.010814240264654398`], + Complex[1.9174211852933447`, 0.010748981678621497`], + Complex[1.917869141586216, 0.010683620240691319`], + Complex[1.9183059512663574`, 0.010618156755695315`], + Complex[1.918731547573299, 0.01055259203573368], + Complex[1.9191458633017198`, 0.010486926900231952`], + Complex[1.9195488307970316`, 0.010421162175999296`], + Complex[1.919940381950915, 0.010355298697286366`], + Complex[1.9203204481967817`, 0.010289337305844554`], + Complex[1.9206889605051904`, 0.010223278850985812`], + Complex[1.9210458493791809`, 0.010157124189642888`], + Complex[1.9213910448495566`, 0.010090874186430052`], + Complex[1.921724476470102, 0.010024529713705294`], + Complex[1.922046073312729, 0.009958091651632542], + Complex[1.9223557639625537`, 0.009891560888245027], + Complex[1.922653476512911, 0.009824938319508592], + Complex[1.9229391385602939`, 0.00975822484938714], + Complex[1.923212677199227, 0.009691421389907334], + Complex[1.9234740190170643`, 0.009624528861224793], + Complex[1.923723090088706, 0.009557548191691398], + Complex[1.9239598159712554`, 0.009490480317922462], + Complex[1.924184121698589, 0.009423326184865952], + Complex[1.924395931775853, 0.009356086745870795], + Complex[1.924595170173874, 0.009288762962757657], + Complex[1.9247817603234956`, 0.009221355805889911], + Complex[1.924955625109837, 0.009153866254245038], + Complex[1.9251166868664564`, 0.00908629529548774], + Complex[1.9252648673694388`, 0.00901864392604311], + Complex[1.9254000878313844`, 0.008950913151171386], + Complex[1.9255222688953357`, 0.008883103985043092], + Complex[1.9256313306285855`, 0.00881521745081544], + Complex[1.9257271925163995`, 0.008747254580709435], + Complex[1.9258097734556623`, 0.008679216416088237], + Complex[1.9258789917484163`, 0.00861110400753598], + Complex[1.9259347650952987`, 0.00854291841493808], + Complex[1.9259770105888891`, 0.008474660707562504], + Complex[1.9260056447069513`, 0.008406331964141672], + Complex[1.9260205833055848`, 0.008337933272955914], + Complex[1.926021741612249, 0.008269465731917197], + Complex[1.9260090342187042`, 0.008200930448654956], + Complex[1.925982375073829, 0.008132328540602404], + Complex[1.925941677476337, 0.008063661135083874], + Complex[1.9258868540673773`, 0.00799492936940352], + Complex[1.9258178168230138`, 0.007926134390935188], + Complex[1.9257344770466027`, 0.007857277357213366], + Complex[1.925636745361036, 0.007788359436025211], + Complex[1.925524531700873, 0.007719381805504091], + Complex[1.925397745304341, 0.007650345654224275], + Complex[1.9252562947052136`, 0.0075812521812962524`], + Complex[1.9251000877245674`, 0.007512102596464398], + Complex[1.9249290314623904`, 0.007442898120205418], + Complex[1.9247430322890662`, 0.007373639983827673], + Complex[1.9245419958367251`, 0.0073043294295727645`], + Complex[1.9243258269904542`, 0.007234967710717466], + Complex[1.9240944298793554`, 0.007165556091678196], + Complex[1.9238477078674652`, 0.007096095848116227], + Complex[1.9235855635445371`, 0.007026588267043568], + Complex[1.923307898716653, 0.006957034646932619], + Complex[1.9230146143966909`, 0.006887436297824526], + Complex[1.92270561079464, 0.00681779454144156], + Complex[1.9223807873077408`, 0.0067481107112989935`], + Complex[1.922040042510483, 0.006678386152820334], + Complex[1.921683274144406, 0.006608622223452515], + Complex[1.921310379107759, 0.006538820292784547], + Complex[1.9209212534449656`, 0.006468981742665789], + Complex[1.9205157923359237`, 0.006399107967328108], + Complex[1.9200938900851126`, 0.006329200373507968], + Complex[1.91965544011052, 0.006259260380571105], + Complex[1.919200334932381, 0.006189289420639274], + Complex[1.918728466161717, 0.00611928893871827], + Complex[1.9182397244886873`, 0.006049260392828146], + Complex[1.91773399967072, 0.005979205254135367], + Complex[1.917211180520463, 0.005909125007086596], + Complex[1.9166711548934938`, 0.005839021149545404], + Complex[1.916113809675838, 0.005768895192929252], + Complex[1.9155390307712539`, 0.005698748662350914], + Complex[1.9149467030882938`, 0.005628583096759704], + Complex[1.9143367105271474`, 0.005558400049086726], + Complex[1.9137089359662227`, 0.00548820108639099], + Complex[1.9130632612485132`, 0.005417987790008863], + Complex[1.912399567167702, 0.005347761755704755], + Complex[1.911717733454032, 0.005277524593825231], + Complex[1.9110176387598896`, 0.005207277929454551], + Complex[1.9102991606451567`, 0.005137023402573493], + Complex[1.90956217556227, 0.005066762668219968], + Complex[1.9088065588410252`, 0.004996497396652644], + Complex[1.9080321846730743`, 0.00492622927351738], + Complex[1.907238926096156, 0.004855960000015341], + Complex[1.9064266549780282`, 0.004785691293074726], + Complex[1.9055952420000835`, 0.0047154248855255515`], + Complex[1.9047445566406744`, 0.004645162526275906], + Complex[1.903874467158111, 0.00457490598049258], + Complex[1.9029848405733352`, 0.004504657029783685], + Complex[1.9020755426522724`, 0.00443441747238503], + Complex[1.9011464378878369`, 0.004364189123348267], + Complex[1.9001973894815807`, 0.004293973814734661], + Complex[1.8992282593250043`, 0.004223773395809122], + Complex[1.8982389079805029`, 0.00415358973323951], + Complex[1.8972291946619106`, 0.004083424711299258], + Complex[1.8961989772147017`, 0.004013280232072397], + Complex[1.8951481120957716`, 0.003943158215662448], + Complex[1.8940764543528268`, 0.0038730606004061807`], + Complex[1.8929838576033629`, 0.0038029893430892303`], + Complex[1.8918701740132187`, 0.0037329464191663275`], + Complex[1.8907352542747058`, 0.0036629338229860614`], + Complex[1.8895789475842766`, 0.0035929535680182395`], + Complex[1.8884011016197622`, 0.0035230076870860078`], + Complex[1.8872015625171241`, 0.003453098232602869], + Complex[1.8859801748467333`, 0.0033832272768123534`], + Complex[1.8847367815891791`, 0.0033133969120328205`], + Complex[1.8834712241105338`, 0.0032436092509076225`], + Complex[1.8821833421371414`, 0.0031738664266581507`], + Complex[1.8808729737298624`, 0.00310417059334199], + Complex[1.8795399552577634`, 0.003034523926117555], + Complex[1.8781841213712729`, 0.0029649286215109733`], + Complex[1.8768053049747502`, 0.0028953868976895475`], + Complex[1.8754033371984655`, 0.00282590099474031], + Complex[1.8739780473699845`, 0.0027564731749537136`], + Complex[1.872529262984933, 0.002687105723111982], + Complex[1.8710568096771238`, 0.0026178009467841684`], + Complex[1.8695605111880302`, 0.0025485611766257604`], + Complex[1.8680401893355896`, 0.002479388766685478], + Complex[1.8664956639823187`, 0.002410286094716052], + Complex[1.8649267530027192`, 0.0023412555624933856`], + Complex[1.86333327224996, 0.0022722995961400455`], + Complex[1.8617150355218086`, 0.002203420646456164], + Complex[1.860071854525793, 0.0021346211892568495`], + Complex[1.8584035388435691`, 0.002065903725716453], + Complex[1.8567098958944899`, 0.001997270782719024], + Complex[1.8549907308983233`, 0.0019287249132172724`], + Complex[1.8532458468371218`, 0.0018602686965970283`], + Complex[1.8514750444161963`, 0.0017919047390514142`], + Complex[1.849678122024194, 0.001723635673960347], + Complex[1.8478548756922304`, 0.0016554641622799071`], + Complex[1.8460050990520576`, 0.0015873928929393266`], + Complex[1.844128583293248, 0.0015194245832453185`], + Complex[1.842225117119352, 0.0014515619792964951`], + Complex[1.8402944867029982`, 0.0013838078564055584`], + Complex[1.8383364756399292`, 0.0013161650195311347`], + Complex[1.8363508649019047`, 0.0012486363037187281`], + Complex[1.834337432788459, 0.001181224574551512], + Complex[1.8322959548774795`, 0.0011139327286101286`], + Complex[1.8302262039745676`, 0.0010467636939442276`], + Complex[1.828127950061132, 0.0009797204305527635], + Complex[1.8260009602411948`, 0.0009128059308760039], + Complex[1.8238449986868495`, 0.0008460232202988638], + Complex[1.8216598265823691`, 0.0007793753576643969], + Complex[1.8194452020668495`, 0.0007128654358004582], + Complex[1.817200880175422, 0.0006464965820570517], + Complex[1.8149266127789352`, 0.0005802719588577226], + Complex[1.8126221485220884`, 0.0005141947642618022], + Complex[1.8102872327599295`, 0.00044826823254159875`], + Complex[1.8079216074927151`, 0.00038249563477230075`], + Complex[1.805525011299035, 0.0003168802794356884], + Complex[1.8030971792671748`, 0.0002514255130392218], + Complex[1.8006378429246217`, 0.00018613472074899273`], + Complex[1.798146730165716, 0.00012101132703813688`], + Complex[1.7956235651772892`, 0.00005605879635277311], + Complex[1.7930680683623406`, -8.719366208886914*^-6], + Complex[1.7904799562615734`, -0.00007331961419737576], + Complex[1.7878589414727892`, -0.0001377383590975556], + Complex[1.7852047325680396`, -0.00020197196959517716`], + Complex[1.782517034008467, -0.00026601677082520314`], + Complex[1.779795546056752, -0.00032986904360135516`], + Complex[1.7770399646870636`, -0.000393525023624941], + Complex[1.7742499814924733`, -0.0004569809006741421], + Complex[1.7714252835896853`, -0.0005202328177718041], + Complex[1.7685655535210352`, -0.0005832768703318142], + Complex[1.7656704691536143`, -0.000646109105281456], + Complex[1.7627397035754735`, -0.0007087255201625731], + Complex[1.7597729249887315`, -0.0007711220622070164], + Complex[1.7567697965995315`, -0.0008332946273875153], + Complex[1.7537299765047052`, -0.0008952390594430121], + Complex[1.750653117575009, -0.000956951148876839], + Complex[1.7475388673348462`, -0.0010184266319270135`], + Complex[1.744386867838283, -0.0010796611895086683`], + Complex[1.741196755541282, -0.0011406504461256711`], + Complex[1.7379681611699576`, -0.001201389968752395], + Complex[1.7347007095847227`, -0.0012618752656826382`], + Complex[1.7313940196401716`, -0.00132210178534653], + Complex[1.7280477040405173`, -0.0013820649150915187`], + Complex[1.724661369190421, -0.0014417599799296937`], + Complex[1.7212346150410245`, -0.001501182241246235], + Complex[1.717767034930996, -0.0015603268954709343`], + Complex[1.7142582154223875`, -0.0016191890727089847`], + Complex[1.7107077361310998`, -0.001677763835331289], + Complex[1.7071151695517226`, -0.0017360461765202895`], + Complex[1.7034800808765194`, -0.0017940310187728736`], + Complex[1.6998020278083443`, -0.0018517132123557073`], + Complex[1.6960805603671802`, -0.0019090875337128277`], + Complex[1.692315220690089, -0.001966148683822694], + Complex[1.6885055428242461`, -0.002022891286503112], + Complex[1.684651052512797, -0.002079309886662009], + Complex[1.680751266973208, -0.002135398948491296], + Complex[1.6768056946677907`, -0.0021911528536018854`], + Complex[1.6728138350660555`, -0.002246565899097455], + Complex[1.6687751783985276`, -0.002301632295583403], + Complex[1.6646892054016567`, -0.0023563461651108786`], + Complex[1.660555387053416, -0.0024107015390487235`], + Complex[1.6563731842991496`, -0.0024646923558848954`], + Complex[1.6521420477672573`, -0.0025183124589510525`], + Complex[1.6478614174742117`, -0.002571555594068034], + Complex[1.643530722518445, -0.002624415407109032], + Complex[1.6391493807625435`, -0.002676885441476304], + Complex[1.6347167985032458`, -0.0027289591354872356`], + Complex[1.630232370128608, -0.0027806298196666746`], + Complex[1.6256954777617707`, -0.0028318907139393418`], + Complex[1.6211054908906193`, -0.0028827349247204787`], + Complex[1.616461765982705, -0.0029331554418967204`], + Complex[1.6117636460846434`, -0.00298314513569449], + Complex[1.6070104604052609`, -0.0030326967534291677`], + Complex[1.6022015238816094`, -0.003081802916129847], + Complex[1.5973361367270613`, -0.0031304561150335697`], + Complex[1.592413583960466, -0.0031786487079421], + Complex[1.5874331349154707`, -0.0032263729154348164`], + Complex[1.5823940427289003`, -0.0032736208169307085`], + Complex[1.5772955438071325`, -0.0033203843465913208`], + Complex[1.5721368572692653`, -0.00336665528905615], + Complex[1.5669171843658296`, -0.003412425275003017], + Complex[1.5616357078717196`, -0.0034576857765232782`], + Complex[1.5562915914519129`, -0.0035024281023016135`], + Complex[1.5508839789984608`, -0.0035466433925914614`], + Complex[1.5454119939371491`, -0.003590322613973629], + Complex[1.5398747385020817`, -0.003633456553886666], + Complex[1.5342712929763607`, -0.00367603581491642], + Complex[1.5286007148968812`, -0.0037180508088314607`], + Complex[1.5228620382211586`, -0.003759491750349439], + Complex[1.517054272453889, -0.003800348650619581], + Complex[1.5111764017308706`, -0.003840611310404307], + Complex[1.5052273838576689`, -0.0038802693129426913`], + Complex[1.4992061493002644`, -0.003919312016476925], + Complex[1.4931116001246854`, -0.0039577285464213185`], + Complex[1.4869426088824385`, -0.00399550778715245], + Complex[1.4806980174382611`, -0.004032638373396555], + Complex[1.474376635736545, -0.004069108681190314], + Complex[1.4679772405023446`, -0.00410490681838635], + Complex[1.4614985738727648`, -0.004140020614676068], + Complex[1.454939341954004, -0.004174437611098369], + Complex[1.4482982132990807`, -0.004208145048999301], + Complex[1.4415738173007773`, -0.004241129858408063], + Complex[1.4347647424939676`, -0.004273378645788681], + Complex[1.427869534760949, -0.004304877681125849], + Complex[1.420886695432887, -0.00433561288429897], + Complex[1.4138146792798858`, -0.0043655698106936786`], + Complex[1.4066518923815619`, -0.004394733635998099], + Complex[1.399396689869271, -0.004423089140124126], + Complex[1.3920473735303585`, -0.004450620690191032], + Complex[1.3846021892639455`, -0.004477312222500654], + Complex[1.377059324376778, -0.004503147223430634], + Complex[1.3694169047066267`, -0.004528108709160372], + Complex[1.3616729915595476`, -0.0045521792041431225`], + Complex[1.3538255784459945`, -0.0045753407182218125`], + Complex[1.3458725875993034`, -0.0045975747222849195`], + Complex[1.3378118662585186`, -0.00461886212234025], + Complex[1.3296411826956043`, -0.004639183231878799], + Complex[1.3213582219652256`, -0.004658517742385848], + Complex[1.3129605813528435`, -0.004676844691841292], + Complex[1.3044457654945114`, -0.0046941424310359], + Complex[1.2958111811387778`, -0.004710388587511577], + Complex[1.2870541315179853`, -0.004725560026913905], + Complex[1.2781718102926038`, -0.004739632811521954], + Complex[1.269161295028205, -0.0047525821556935605`], + Complex[1.2600195401600032`, -0.004764382377936069], + Complex[1.2507433693947596`, -0.004775006849280047], + Complex[1.2413294674937785`, -0.004784427937592858], + Complex[1.2317743713740912`, -0.004792616947429759], + Complex[1.2220744604570513`, -0.00479954405496838], + Complex[1.2122259461848541`, -0.004805178237519449], + Complex[1.202224860615196, -0.0048094871970385325`], + Complex[1.1920670439927565`, -0.004812437276995936], + Complex[1.1817481311825782`, -0.004813993371870377], + Complex[1.1712635368349489`, -0.004814118828440586], + Complex[1.1606084391331988`, -0.0048127753379316116`], + Complex[1.1497777619549159`, -0.004809922817942541], + Complex[1.138766155252392, -0.00480551928292821], + Complex[1.1275679734294906`, -0.004799520701829693], + Complex[1.1161772514581907`, -0.00479188084123533], + Complex[1.1045876784383795`, -0.004782551092208542], + Complex[1.0927925682571091`, -0.004771480278623896], + Complex[1.0807848269476692`, -0.004758614444505642], + Complex[1.068556916281736, -0.004743896617449693], + Complex[1.0561008130479097`, -0.004727266544711506], + Complex[1.0434079633732654`, -0.004708660397949357], + Complex[1.030469231328007, -0.004688010441890697], + Complex[1.0172748409112884`, -0.004665244661314384], + Complex[1.0038143103430772`, -0.004640286339679306], + Complex[0.9900763773737858, -0.004613053581416025], + Complex[0.9760489140602353, -0.004583458768288556], + Complex[0.9617188291289837, -0.004551407938223055], + Complex[0.9470719556382674, -0.004516800072497926], + Complex[0.9320929211328677, -0.004479526274029061], + Complex[0.9167649968300218, -0.004439468815484161], + Complex[0.9010699215339658, -0.0043965000308407234`], + Complex[0.8849876948918862, -0.004350481017405428], + Complex[0.8684963331899934, -0.004301260106724221], + Complex[0.8515715790283904, -0.0042486710515365345`], + Complex[0.8341865537393286, -0.00419253086094247], + Complex[0.8163113380865045, -0.004132637195838812], + Complex[0.7979124622520641, -0.004068765209322027], + Complex[0.7789522798653234, -0.00400066367905897], + Complex[0.7593881920697892, -0.00392805022590554], + Complex[0.7391716751620373, -0.003850605338130156], + Complex[0.7182470472811414, -0.003767964812222968], + Complex[0.6965498829550993, -0.0036797100613919845`], + Complex[0.6740049440368753, -0.0035853555018004885`], + Complex[0.6505234332459425, -0.0034843318541579876`], + Complex[0.6259992774039784, -0.003375963606703558], + Complex[0.6003039847350603, -0.003259437915978918], + Complex[0.5732793436607215, -0.0031337605739277137`], + Complex[0.5447267389466999, -0.0029976917492185763`], + Complex[0.5143909441927987, -0.002849648771341383], + Complex[0.4819344350034245, -0.0026875524766930524`], + Complex[0.4468944053246207, -0.0025085707944254194`], + Complex[0.40860566693321804`, -0.0023086600852622076`], + Complex[0.36604898489653903`, -0.0020816654343658453`], + Complex[0.3175114589640008, -0.0018173117039501953`], + Complex[0.25965881847285155`, -0.0014957320488910748`], + Complex[0.18389804786870914`, -0.0010660833808483587`], + Complex[0., 0.]}}, {Automatic}], + Editable->False, + SelectWithContents->True, + Selectable->False]}], "}"}]], "Output", + CellChangeTimes->{ + 3.800612984071639*^9, {3.800613064252656*^9, 3.800613081937085*^9}, { + 3.800622768075091*^9, 3.800622796768629*^9}, 3.800622841433605*^9, { + 3.8006234004735126`*^9, 3.800623455400482*^9}, 3.800624105886346*^9, { + 3.800625974372661*^9, 3.800625993837891*^9}}, + CellLabel-> + "Out[139]=",ExpressionUUID->"44c76723-9ca6-4af5-9af7-b2c538e5a096"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"Plot", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"Re", "[", + RowBox[{ + RowBox[{ + RowBox[{"sol", "[", + RowBox[{"[", "3", "]"}], "]"}], "[", + RowBox[{"Cos", "[", + RowBox[{"\[Pi]", " ", "\[Theta]"}], "]"}], "]"}], "/", + RowBox[{"(", + RowBox[{"2", "\[Pi]"}], ")"}]}], "]"}], ",", "y22", ",", + RowBox[{"Re", "[", + RowBox[{ + RowBox[{ + RowBox[{"sol33", "[", + RowBox[{"[", "3", "]"}], "]"}], "[", + RowBox[{"Cos", "[", + RowBox[{"\[Pi]", " ", "\[Theta]"}], "]"}], "]"}], "/", + RowBox[{"(", + RowBox[{"2", "\[Pi]"}], ")"}]}], "]"}], ",", + RowBox[{"-", "y33"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"\[Theta]", ",", "0", ",", "1"}], "}"}], ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"PlotStyle", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.015", "]"}], ",", + RowBox[{"colors", "[", + RowBox[{"[", "2", "]"}], "]"}]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.015", "]"}], ",", + RowBox[{"colors", "[", + RowBox[{"[", "1", "]"}], "]"}]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.015", "]"}], ",", + RowBox[{"colors", "[", + RowBox[{"[", "3", "]"}], "]"}]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.015", "]"}], ",", + RowBox[{"colors", "[", + RowBox[{"[", "2", "]"}], "]"}], ",", "Dashed"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.015", "]"}], ",", + RowBox[{"colors", "[", + RowBox[{"[", "1", "]"}], "]"}], ",", "Dashed"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.015", "]"}], ",", + RowBox[{"colors", "[", + RowBox[{"[", "3", "]"}], "]"}], ",", "Dashed"}], "]"}]}], "}"}]}], + ",", + RowBox[{"FrameStyle", "\[Rule]", + RowBox[{"Directive", "[", + RowBox[{"Black", ",", "Bold", ",", "20"}], "]"}]}], ",", + RowBox[{"LabelStyle", "\[Rule]", + RowBox[{"Directive", "[", + RowBox[{"Black", ",", "14"}], "]"}]}], ",", + RowBox[{"FrameLabel", "\[Rule]", + RowBox[{"{", + RowBox[{ + "\"\<\[Theta]\>\"", ",", + "\"\<|\!\(\*SubscriptBox[\(Y\), \(lm\)]\)|\>\""}], "}"}]}], ",", + RowBox[{"GridLines", "\[Rule]", "Automatic"}], ",", + RowBox[{"FrameTicks", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"Automatic", ",", "None"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"0", ",", "0"}], "}"}], ",", + RowBox[{"{", + RowBox[{"0.25", ",", + RowBox[{"\[Pi]", "/", "4"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"0.5", ",", + RowBox[{"\[Pi]", "/", "2"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"0.75", ",", + RowBox[{"3", + RowBox[{"\[Pi]", "/", "4"}]}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"1", ",", "\[Pi]"}], "}"}], ",", + RowBox[{"{", + RowBox[{"4", ",", "205"}], "}"}]}], "}"}], ",", + RowBox[{"{", "None", "}"}]}], "}"}]}], "}"}]}], ",", + RowBox[{"PlotLegends", "\[Rule]", + RowBox[{"Placed", "[", + RowBox[{ + RowBox[{"LineLegend", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + "\"\<|\!\(\*SubscriptBox[\(S\), \(22\)]\)|\>\"", ",", + "\"\<|\!\(\*SubscriptBox[\(Y\), \(22\)]\)|\>\"", ",", + "\"\<|\!\(\*SubscriptBox[\(Y\), \(21\)]\)|\>\"", ",", + "\"\<|\!\(\*SubscriptBox[\(Y\), \(2 - 2\)]\)|\>\"", ",", + "\"\<|\!\(\*SubscriptBox[\(Y\), \(3 - 3\)]\)|\>\"", ",", + "\"\<|\!\(\*SubscriptBox[\(Y\), \(2 - 1\)]\)|\>\""}], "}"}], ",", + RowBox[{"LegendLayout", "\[Rule]", + RowBox[{"{", + RowBox[{"\"\<Column\>\"", ",", "6"}], "}"}]}]}], "]"}], ",", + RowBox[{"{", + RowBox[{"0.54", ",", "1.01"}], "}"}]}], "]"}]}], ",", + RowBox[{"ImageSize", "\[Rule]", "Large"}]}], "]"}]], "Input", + CellChangeTimes->{{3.80062343986796*^9, 3.800623477482806*^9}, { + 3.800623509398653*^9, 3.800623524918723*^9}, {3.800623661377597*^9, + 3.800623697148885*^9}, {3.800623937998065*^9, 3.800623992549396*^9}, { + 3.800624137102569*^9, 3.800624194491543*^9}, {3.80062598450278*^9, + 3.800626026044808*^9}}, + CellLabel-> + "In[144]:=",ExpressionUUID->"f2e92abb-4812-4cb9-ae75-02de734da57a"], + +Cell[BoxData[ + TagBox[ + GraphicsBox[{InsetBox[ + GraphicsBox[{{{{}, {}, + TagBox[ + {RGBColor[0.880722, 0.611041, 0.142051], PointSize[0.015], + AbsoluteThickness[1.6], Opacity[1.], LineBox[CompressedData[" +1:eJwVV2k4ll8fFBUVsqQQKSQVkqKk7lEkpEXIGrJEshf/omxRKKREiRASsm+F +kL2FrJGdeBbPciftpNf76Vzz4fzOmblm5jpnk53HKUdODg6O6CUcHP9f9R1p +nXV0E0JHZNTPZ63/gaVa4p6jYrthyPgXbqaqhl0pD5JKxLQxF+pj+XP3aUxK +yAb/J3ccx03MjL3mnHG0ra84WcwYxWIO8U27fSF7WzLzn5Q5BIfFOVXMgzGv +b59wVs4abmaRD/TmwjEd2tN4Nv4sdum33zLmiIWpw89Xd8UcUPvN6XfW7ng0 +aolXNCSdQ8YVzsbH4klQljlQ+E3qPIz+jR6RME9DEqdt9ub0CzgR+duv8m8G +eCZCnpyWcwerPKZ+69wzVI51tTUYeyIx89rYecM8eJ500LeK98Km0490D3AU +YXjHTa0osUt4+Y+meWN3OeJSROs2W/og3/1djI7gS+ivztlfk+QLee/vYe7i +1Shnv1clpa6gyWyz8R+z13C1ti6+edYPy5ZMqW3d2ADpdlJpY7o/Zh4n3bj1 +txHReULyhnIBqP964Sf9TysOS2Zk0J0CUetsMzAl/g4BzYkCr42DoKDHmb/G +sA271RSizOODkbdb7Pgyjk6kipy4ESkWir+XTrzauvsj/NsSGk9XhmIm2vv8 +TFIfToeNccpYhuEKfd9Mp8An8H73CqxKugHRldF7h8WGcLkn7jJTKgIlRaJL +oszGYXR7uPxFXQSy+df+OKU+ASVtue+hZyNRyZj5liH1GSvm3XcZct6Cwcwz +MmTVJCZLKrwk02/hrcN4H3N+ErUXOArpWrfxdjPj8cTsFBJl9Nhlk7cxWFir +6vCFAt/BWIWQsCic+htVGWRJheG9AZfjctGw/OPrtn0RKxyVyRZvicZ48B/j +HgsqeLhcqRSnGHiOSXr5L2KblwtFtcZ3kDhmfqTRnAqRrXeUzOJjMaRx2FXT +jIpgnpItEWJx6AnZkzxhTMW2I7HhxZ5xUBwQ/eewiLvCPOiDLXHQalY3mjKi +QpZLIVfJ9z42Rvq3jp6iovlvhlJPVzyCheieVSep4J2NV5W6/RCXlgaO8RlQ +UbbTJ17380O82i3T536UCmtPo59e+xIxETRd0qZPRQFr9ctGWiL0cgQ2hulR +cYoWvt/lcBIemnM3DuhQ8WDYT6ts4THcoy5ulj5IxUEJ84wRkxT87ZArOKtJ +xbTFnmU8eSkw6MXGFFCxgXnFPk8xFW3MgRfCBBUe59U2cwylojCny2JyHxVC +DgXPMvc+gdPD4oFNu6kwM08r+DKTgSVOIikCm6kgB41XPhHPhF5q7jEpWSpu +WPM4GmllYtW3D9sVZKgosfcQL4/LREz2P1/NTVTwux8I89/zFK8X9tYbSVLR +FPLJYvm1LGQ2uY3LilCh8lxwuQRPDubla9q9uah4o9Rk26acg9bKj4m6nFTY +Fl2uCjDPwRvnjc8lllARVT7qOZ6Tg0H6j/e1CxTQ6vIGnx7LRYXs+YAvvyl4 +3KtXtPPec8S29/otkBSs+hdsdWRDAVJS+sXfD1Dw4LyptYJOAfbp9eh5faJA +tkfBVtC9AHp1DfVr+ikgsvvsB18VoL6y8+7pXgpeZseXVSgVIujZ+ebmDxSw +jJjVR9sLUZTCMWbaSIHJs4R3F/mKYcF921nzOQWbDdm0hlulWCYtr73/PwrE +A4/sc0orxYMnnveMfCgQyEu9tbKiFE9EaHLnL1Lwh8dIyXCiFOJf+HqiPSjo +qKu4OLK3DAb0geEGJwr8lIMXfk2VIWJ068deUwraV69Zo6RZgcrJFJNkNQr+ +a1fHg28vMXb8h+tH9hT4lcqm3vBUorbAqSGdOYWMKOXbcxKV2O9Wc9Fjegqd +Bls+WR+uhHxP6CtOyhS2v1tzcXN8JXiLrCTWDU9htIV8WrynChKdG4Z/vZ3C +kdeZ/G1+1UioknZIz5zCulLBkSVLasGY/O5YeHoK5RNa7z/sr8eqqjeSog8n +Ue+SvN6c2QhfoXzX3NbP+C53YHWeWwtKDvjrz32bAOfvXIH1m9+iI/lffNq/ +caj9sy03yn+PH90G40/4x/E+dHd787YP+CP8QZwpNgapO4zf2ewOZM24B84I +j4Dxc3SkV7kLAiurLKYFh5AxXfWWP7obEzUaMw8+fwK/ZBY5OdkDic3x6ksb ++3D7fNm5VNmPsDZwOtrU2YsfmrmTzoF9EN1h0OrZ0I1LKo2laxv6setBYLs4 +vROj+Y23OjcN4GjQSXXTPx8w59LzaKvfIMy0Vz/ncHqP7Qe5F85VDaF7KG0q ++tAbHHmyyalo3QjMhB83vhFuxn+SNtLjVqPwTozpkDFqgALTZFXfsTHEvuA0 +WPqxDsKrv/A0/hlDeOnLM2E11Vha+6hAJmkc1UzBR433X+DC7qpPK45OgL5D +ubl80Ue5enapNT8mQLXozmhZUYTvDHEBSvxnsBhHpXxPPkeZ0RGuOO1F3Yd6 +/EtHniJQNyyllDIJ3b6xuxcCnmDTsH5/etgUbGt0WINpyYis1ygwCZ/CKZXp +7f+FJuNrlsIN7ltTkFKUE9rilIx6b/7dF+5MgTOtp7BRIRkOPF0xKo+moONw +V+3HiyQ822V+5HXhFNZuiJ040PsISpFO5SODUzgu4xQoIJmIfXtC48RUKFAy +ien8QY3HRzsxteTdFDwz3+Gr0BmPi9H5fRv3UFAj/jPNqzIez6f6xeX3U6BL +D7NQiYrHhjjFNDUdCpgqXIneu+LBOfMxz8iCgknRdPu5kPt4l7O1JSqEAg3H +YM1lSnGw2vDh95JuCva8lWy0LY4Fv5h3WdVibq0yZsIoybF4LSzi5bOY6wp3 +KcbViFjIrbCk0YYpCB7o9B20jQU5S/n4gbaYy6ZhBWeBWIS8WShJXuyVkpID +3nned/DskpK7+jYqLGoFh6/djMb3t1ETnsFUvMptvc+pEImhVb3O89epUGVE +fjThi0S9gQR58wYV7jLXE+rYEbjTnjP3+BYVRavkXo0XRWBbV8uatvtU5L8u +GLRXj4D1pyVHtuZQwehOTzp0LBzNVJ/c8S4qzpqbvuYLv4EHS60vnZKlQa11 +hoehcx0L9utUO+VoSKWf2jGpdB0ODR3fT2ylQb3d3JFcex3KIVr/HVOiYdT5 +2fRRagha/8n76e6lQZt12JE7IgQ//8wGEgY0MKNq2u52BOP0TMStbZdoCGzp +OHnLIwjVJ7UMsn1pWLX0wH0liyBIF87zyl+hgcJY9nlcOwhsd4/ozQE0XLjr +x3lLPAhhTOPYjeE0XGyqlIyLCkQpVSphbRINFnNymQo6ARAeKXvC2UjDtn3n +pPp7/BHNe+1aRTMN8tvXsXpz/bFSQ9vM9Q0NocHnSO7r/uB80MX3sZ2G9W2l +ZuM7/fHVkLyc/YmGCJsVgi9i/dDRJH/iJEmDZmgc7br5FdzOezSXLE7H+Pfo +3WIr/gPPkN3HU5J0MC6Mf3eb8kXoym1F3BvpuGTzuvzba1/4O70457WZjpao +xO8e/r5w2dTbqa1Mx5n9NTxnvvhA9z7/M8ZhOh6qn3dLH7+EZdeCjdW96OAe +9+IxHPdG6Qzzd+1FOlRiIqSSG73hcM4sRceXjrTl/xYWsrzReGLHtJE/HVcd +6NxqHt4IlR4OdA+jY67vSID0Py8sbd2bm/5wcb86+9KArBc4hb8s4a+n49PU +trd0fg8U37TMimukQzbN6p3esDvs5psN1rfQ0aWyLeFDrjvqp5IT5N/TQarY +i6fouSPkxVFFrY90rEyE4o+bblhinWV2eZoOVdfvo7arXcGRbV0wITSNooI8 +Sz3d82hm9rmniEyj/cKrgpXi53Fb2VDJSnQan7m2DMkynbHuhVZer+Q01muJ +Df284wylFvncVvlppHsvHQkbdoLV1Nen+cQ0sgvfcSmHnMPLTTcf+7lMo0dW +9mHZT3sEOHJY73GbhtaOhwuTHfbQzr4i+c1jGuNrb1x2zbFHh7JrkpvPNGwD +XpYvsbYHDYaJtkHTID5nab1uscNa6/XxOvHT4FAN7/fJPLvYowVRQvXTEH9q +1ZskYIOK+cSb9Y3TcOPP/m7XaY156xvB3i3TcE+yiWy6a42bMmd8ut5PQ+Ay +4XlhrTWSnq88c7dvGlxXfonKSJ9BU42jghBrGrInbo6Q+pYQ/bz+naAoA/PG +e964j5rizGHuptfiDNj9ZLxNyDXFk6yvNV6SDJRLvvq98rIpFFzfFHdKM/CF +093nu6ApDn73TYxVZOBK7LnYbL3TcOHuOi+oxYDL0dZl/q3GeLU9nEfQnYFJ +olvUg+MU1HrWtd31ZOD4y4VNlp8MUXg1K3bNRQYO1gsoWhYb4klbs7joZQbk +1/CbHnY0RLjHMkWpEAZ0Ds7TvrWdxKmSEEPFeAaSnPuc6kxOgLrvWqJeDQNz +e68UzG46CtvPvDbv6hgQiNK5nzehj4FbSTLHGhh4uEVr7Gm6Pt4PVT0/2crA +06cfEufk9FEc8KfGtIuBSL0FCx8VPVyt/++zI4WBU8wKK+qZIxDU91YI4Wei +vz9ws9sSbaS+Xr1qnyATT8aXB1LeakFZPY8+I8yEWFmQ2Y04LRyXpz09K8ZE ++vIS7yNbtRC53HrTQVkmFMI2W2SbHsLSBr21HPuY0Ht4s2q8VRP39lG/Vexn +wieRx2DugSaki0O7PcBEAVdPj+p5TWim1d4Z1WYi+2puickqTVwLVF1Ve4IJ +noHDp8eyCPzQ2MQR4MiETJ6tnR2pgbCSmhFVZyac8rfv4kvSwJrtVq9YLkxk +ar49/U1XA7vEE/zOeC7Oe9d+zSVzHzx/8X7f789EcEj3jN45ddBLf9Hn7jDR +teZiatTKPRhS7Oi+Us1Exq6xX/s6VZDCELzGVctEqO5dCYcEFdhlG8lFvWYu +vneu1704owK6bN/l1GYmzm605pBi7sSP9SOSLR1MXMxYSRFbvROCK5lOa6aY +aJax4TD5pISeFkXBx1QmvKZ2pdv5KOFBmEfllmkmGlnt7BghJWxYMsurQTLh +2CiyFMcVofDrd9HZ30z8TrW5WNG1HToU7vl8PhaqR4ZDby/fihUZepl7BVh4 +zGwn6wrl8f7sreP1QixotZx/p20pD6Nh/rTedSyYmsesQ9kW2PaI6MxvYuHi +7MKMhZcc/Otl7uipsaCelS3tJyALIshRvXsvC3oCaVdcW2TASWRNWGmw0Doe +f/BEkAzCX25T9dRk4buBpWb3V2nEF+4ciNdn4YTZkOrB8U0ofAzZSWsWEspH +t/DXS2HWb5b77FkW0kpLvBL0paBmmsUYtl+8r1qPTmTvBlStXl3S58zCZMVM +bTlTEs1BIwffebMgphgtyK0ggUG7azbFN1jIPlWgKkARxQbs1NoRwcJ4yiWD +qmBR2K6fknt+a5GfShevm5QoKN0G7Mw7LJALj8qDbdbhi7bEtYeJLISO/jnB +yxDB8i1ViUH5LFxwVD81oioMPS6PgL+FLCiXbNdLnRTC7VFpO78SFjZySm14 +cU8Igg8it156wQJt8RM6MisIiRUWL5zqWeBb0/b6U70AVBi/eo9/ZCEo7PLr +Txv44NPy/OW7fhaGLjwZkXzIixfptsm6gyx0Tx4b+i3MiwNWrQ6Hxlj4T+Dq +kViRVdBtS5hVnWaBsiNBOk9uBc4UqAlKLrDA27dz6b3kZSi3+MXfwcGG3RaW +LEN+GfiXV/Je52KDe4WHmE75UtRZHeCh87ARbOqaPTHIBemV2v9KhdmY8pRq +pe/mhF/Zsr9Oa9lIvNRul9WxBN22LX/ExdjYNrfg9cV1CUIr9H8EbWDDoJ3j +2JYsDlAcDFkGW9ngE2FYfPVcIAgBYca/7WzwSB8jFKv/EglVPbRiJTak6fwy +uav/ErpCZpOiu9kIb0ztX6ibI3JqrQcnCTai57v63TR+E+7irm+uGrNxTbw4 +q7LqG9HcpNiyw5QN+vZHEj6q3wgpL7JxwpyNraz9ltyFs0RHi3edrg0bVI63 +FxfKvxIqPlcq1riwYXwrnYe37wsRuVGjrMV1ke9MnR2f4xfi87v5Yj8PNuxn +L1l5fiWJOOmg/LFLbHjneZy+cIRN/PxwI/N5IBtKBQ9mbUQYxEl/3XSbEDbe +RRp1vjCfJp7JrUwTCmPjOPG7/2wKnbC4FpV0OZIN4evaiRlKNKJ6W9w97fts +RNh7UNTDpog1H01ifyawwdqlksA1NUm4Ba+LyUlkY9k7q7y/hyeJDf2JkQKp +bKSmBahdX/WZCApLCx7KYSOutPpo8sAYwfcft/7ZPDY4pm3GPliNEYnObkKU +AjaCNE5Ej9aOEiVH1dPJUjby/2gakZ3DBEWws5Gzlo2m4VX+Jd4DhDfXnqib +r9mwOmcuMJL2ifj3LcmEt5ENUmFNaW5XPyHa70wRebPolyAHc2X1PuLoYw6e +rd1s/CwIUV/r1kP0x5zryOtd1P9xQMX1hm7CIfj9A5V+Np43r06wWt9NBDg8 +2Lp/mA3elLn0kx86icJtykdPUBf5eYRdzvzWThyQiBfuobOxkdvbgYPeRrzl +mx80Y7JxeD1fbP3oe+LzlxZXuxk2NH5ys672vCU8JxRVqbNsrDc8t9+n6w0x +333v74UfbIzrefL2drUSEU2/m778YsNdpMU1qbeFWFthE+0zx8Y9+/fHysaa +ifRnTaf//GVDdqgjI0KkmVBO3C4VyEHijLNzvIlBE6F37WdB+DISGlZOfj21 +DcRH9zOX+XhIaK7jC7s5X0/Y2TZo3l1JovB2vYWKRj1xVSum89FqErOXbsR7 +1NQRK1S/P9woROJax5AwJ1cdES9naZe5hsTNM5kiYvdqiIIVW2bzxUio2b0I +2SBWTeyfu121S4KEVxzzAGNJFdHK/Hr9xQYS87Wx0y2sl8TEh5o19TKL5ymF +Wxa1VxAer2WHdeRIWOzkP1jTUE7MF0dmvpMnIfjU3WKwqowQiT+t1qtI4jCn +2HmdshLiyc3qBXNlEquERAPiyosJpSvSLSMqJDwmLZfPVhYRVS7hMfaqJM7J +HhG0qy8kdK3YprQ9JLyduUKYnIVEzzHjjW77SPyq1hNOz80nzqKSNrOfhPkO +8dI2kzzCT/rGlbmDJNT9Xv7Vrsgh8miSj/gNSDxefoz+Kj+TCE8Osx05TsLv +0GThU6MMwuEUa3O+IYnQvb2pSxeeEJrcJoxrxiQuhW7p7stLIySqqwuPmS7q +rXv57Eb7VOKXp6yvpAWJfWbf3lRrPCa6N9/WYFmR6KiixymcSyLyB2Y5XtmQ +kHrGkyPOSiQiYyybb9uRqCtTdL/v95A4p91wy8qRRNG3e3+T+B8Qh35vM1Rw +JlHw7MfFndnxxG+7P4Pv3EjMdUqFLPl6j3BWeziz8gq52F/SC8EZUYQ2g6Ni +wJ8ETbFHz1H1FiGV6nw1J4BEf9qhOfvucOKPccdBv2ASTsY0zYCAG8THFXu5 +9UNJmPRBt1QtlCiuSXkvdnORD3/jgeXzwUT0Re679AgSw0fGHtKSAgkXeQ/T +l7dJSO/kOiNbfpU4PPxRIiKGxExUYsNyY39i411iwuwuCQWLSrmnf64Q8zpP +s+Tvk/AkSlI5cy4TpYU+Kq2JJNrCNmBW2peQDl2jy/2URPwKkbdl17yIhb1X ++fqekfgbMHZb08WT+MT63PU0l0RcqvQhoVp34o5pyRmdIhI1pdclnrW6EK68 +62XWlpJQcW9bn0d1JnRfh9CmyknwOfuaKYk6Ef+2nboYVk3CULpb5GmePTEw ++nKvSS2J9mr5T0lCdkR53KYF2fpFfY5ushGIsCXcF76EN7aQeMZWNBoytiT0 +S8yOx70lEespblCUY0Zsdq4Tdmgjgd07c4JkThNDnTGPubpJfA33MlsdYEi8 +uPHTvruXhF2C7/LHtceJOA2bren9JCavj94RfqNPeH5pZnsPkgiLcUkOFD1C +HM1UKj00QuLQCoFLE3lahJxF/BWh8cX8bLtouj9Ck+BcvUBMfCZRHt60Yr2J +BjHS4Li0mLLIh6fY+bmMGlF5ue1NMH3Rr5d/KCsG7CTiFVVjDJmLefV09tN4 +s43wmkgy3kSSkHdpqpzPkyEMEpaKz8yQ2Ln9kOUBk/WEvIHraN23xT65FHlH +K0CQWLqkJ+POTxLKXx/niOVzEWNlGi62fxb98spm7lzAzIFql/Qdyn9JbL1u +ejU3oPNAgtSq7//+keg713N2w0rB/f8DlSNJ+g== + "]]}, + Annotation[#, "Charting`Private`Tag$19036#1"]& ], + TagBox[ + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[0.015], + AbsoluteThickness[1.6], Opacity[1.], LineBox[CompressedData[" +1:eJwV1nk8Fd0fB3CJaCNLiy0RQkg9EsV8EinSYk0lSURSyFIU4gnZJUuJFkuF +7ESRLUubnShE7o17ufdOPRFK/Ob317zer++ZOed8zpkzI2PvZubIzcXF9e8i +Lq7/X40dGR21TEsixilK3G4LHTz64u5DYhoQ5rL0P0X5nwd3UkvEDBCb/CLr +JGW6pFzQZYVDqPN+efs45QMtvcVpYhbQELbeZ0VZLkoqa0H6GA6K3q49QnnO ++EzyaQVbaJm7LhhRHr/R3XA66TSmeuiL91A+6jD9Kl7MAae6/rZoUW7QFy9/ +nXoWq4srTqpRVt+oWzgpfQ6x/GtLZCmncttly2ech0iaeOtqyvwjwelWChdR +6tiYz0f55XBny2sLdxy/KWY5o0aH+xEHY5skD5QdF6sbozy4JUw/WswLPhYK +4/WUEx6sq5U/4Q3DNdpP8ikbC+boVKf6oKiKW/ku5eecD9tJaV9MzTZfd6Hs +amtbHHbaD5nZ7yxMKcu2kmobMq4i1i2eo0k5Jk9Y0VQhAE7+QZ7zqnTslcrM +ZDoF4rJNke0w5YCmlFV1FtfxO7BcsI6yhqZK9LGkIGxsP/Y6gPLD1YdDI8Ru +QCUnzGNChY6rLckNVi9v4L7nbORrylYhw9wbT4SgpdPVNYXyiimPwMrUUOwO +9Qg0oHylO+EKSzocqml5nPDNdJhHDT6vqA2HQPo3bWvKagYKUzdOR0DW3+qA +PGV6SbmHVEYkbg4vqqtUpsP09meXQwox+Dp5ZuaTEh0qBzZmizfHYMWvvT73 +KfMvdh0bdYrF1t8ZL09TPvVivqjGIg7am2eT6Ip0rFaKU7NOugWm75oH/Zvo +COIv2RQuloDsvZt/xcjTobzv1s1id8os083alDtD3Jj9zQn4t7L5+1c5av8s +VslV80lEmfOQyhbKTX8z1bo7k/Ah6N/zFbLUfH8mbZeOuosPVXeFQqXpKNvq +nbSfdhdmDnHmYpRt3c2nPXam4JQBRyF3PR0FbMEXDYwUmGaqBb+TosOMcVPH +ZW8qYpgzK2Yk6Lgz6KdfNn8f0+16oQLr6NCTPJb5xfIBIuc8GRFrqf16fAcv +f94DGL89O8hLeT3L90ye6kO8CWMHTq+mw+2cpjzXwEOsT1HMeStCh7BDwdMs +rXQIiFzKVhKkw/rYo4LvPzJBjwgS+sRDB9lvsSxdPAuHy+mN/1AOteV3NNfP +wvmiPiJ6MR0lZ9zEnydkoa/lc4AONx0CF3VDru54DP5IxZ1RCzQ0Bn86vsT/ +CeYZcWXfZ2nY9kxoiSR/DsRf1IS2sml4q9Zo16KegyCILOambFd0pTLgWA5e +CcXv02DREP18yP1rTg6Uo24pJY7TwKjN6398MBd1MzKW+8douN9jVLT19jO8 +avNx8hqmYflCkM2+9QWwtFF2oXfQcOfcUVsVwwKsnemammqnQa5bxU7oYgFy +wyaPLaFMZPee6X9VgDQvpWcbW2l4kZ1UVq5WiNtPLK4deUcD25xVdaC1EO9b +2iYu1dNg+TT5vefKYkis3yI0UESDvCmH8TqyFMf5i4/sj6ZBPHDfTqdHpeDx +vFr/K5KGVXkPI5eVl+KtQiI9I4KG3/zmaqYjpbit+3jn7zAa2mvLPb9olSHf +r1EjOZgGP/Wg+ZlvZfgkNJoYf5mGVkFRUbXd5Rjtra2Os6Phcqs27ky+wHXm +hj8VajQIqJV9e8v/Ep0O1YFbVWnIjFaP+iP5EieUjnGebqahw2TTJ9u9L7Fq +qVdEgiINm9+LesonvYS/dVODrSwNQ83k4+Idlchbfc+nZjUN++qyBFr8quC5 +fpN/yZ8RrC0V+rJoUQ0uV8/zeTWM4PmI/oc2nXpIxG2J7SZGUO+SJnGM1YAf +B5yjjuV8xZSCrmDehWbo3aNnNgl9Bfds7ioJ+Xdo88wQSLMdhuaC3XPz/A9Q +uzfYpmQ9hA83NFqblNsg27vRTZ4xCOm4idlsTjs2ydzednL/ACamh770qHci +WsJD17XiMzLHK98JxHRBTNFj87u/fRCQekLS6d04qSEdv7C3F1Hnys4+lPsI +p4W7NQ9yevBrdy7dObAX/q2JQQ2cLnhtayhd87oPq/4zGRi27MRQfkNkh8xn +LDX8LiaW2Y4/Lt33lPz6UXut71PMylZs1uObP1s5gIRjdM1p+ffYly7jVLT2 +C5jTnNp3sm9wWeqU7FebIchG5596eLkRKizL5b0Hh/EmQGPoxkI9RAS/8zf8 +HkbnI5XL+QG14Km5V7Ax9Suy4nn3+GVX4bxG5aelB0Zw18Yts+REBXKN7B9W +/xrBGYWsiYiwUkxNiK8aTaLBwZzpPXa4CGXm+xYnGFDneuNsj7rzMwTuD3lQ +Okqd00fKWz1MnkBm0LgvI+QbXl0t4ekcT8fOHTcSxLaNQiNk4o3z0zR8tBfT +TNMYxVu9oALnqDR4xuT3btgxin1POtL93NPw7FufuKLOKFSuCt/r1krD+gTV +R5qGozD2SNeze5cK7h8f88yPjyIqYri/4/s9vM9Rao4OHsXOI7Xes8YpsFnf +NruoaxQJ6d6lKv8kQ0DsUlllzyjUPzW+DBdLRp3Iag/vvlGMzCnZ/V5IgsLS +EwzG4Ciatc3Pr2lJAvlz9GMbYxTjLo8qtJyTEPx2viRtnqondHZKpyfiqZfa +RW3lMWgNS2UZyCVg6l30iHvQGGJu73AwtLuFgeU9znP/jsHrSllJickt1JtI +kmGhY/BT8/FX176FuNacP/cjxyD7OPSstfAtKHc2i7YkjsGziv+LXWMcbD8t +2qeUM4ZF6mG9h9Ti0DTmnfu1cwzxIq/K6WticIfH1stMjoG85Qf9v4yEY/7M +2u0dCgxECbyuL3wdDofX7VOHlRh4KRdemJYZDvVg/csH1Ri4axVu3nw2HG8W +FP32azHQvfupjTXrJqZ//wwkTBjQDgh/dHYuDFY/wiOVvRiwdXw3NrAlFFVH +9E2yfRhYKeS4iSUSCtnCuRWKvgyUeEgHic6EgHPRLUY+gIEHb8aOFNaGIIRl +cWvDTQYKl+xbLGIegtIx6eQ1qQxE9uVW+V67AZEvZencDQxsHj6e7fU1GDEr +/P3Lm6j2mgwJr6ZgLNtlYO36lgGfE2d1Y3ODwX2nc+XHVgaW60+arPMJxn+m +5JXsTwx0mF4Z8FwRjPZGxcNHSAbuhy8820MEISrv3p80cSY0/isUTDsfCP4B ++49mUkxcNw50MtIJxI1lykV8G5iofXFwndLKQFx1qjjrIc9E9m9znuCCALjI +9HQYqDNBX7I8OOmXP/YnCjyd2Muk/kd+/1KNuQZe/yALbQ8mrPzXrtMc8UXp +D9ZsjScTYT+1L3+o9IXDWesHhj5MtNWtEY1K9EXD4S3j5leZuMuz+EGokS9u +yA4GXgxhQneppOzZkivgeaOVm3GXiS3TjQoVMZfBLfJ9kUA9E61L2AP/2Xuj +OOzEk4QGJlRGHSoC9LxhP9dkItHMhNd3t0T1Dd6o/5aWrPiBibd3LNm8X7wQ +XHFAVf8jEyZ1twy8Tnhhke0T6yvjTBgqpksYnfQEV7ZtwYjwOM7VXDq94ZoH +mli9Fx+sHseba3I+HTYeiFI3VbNZNw7XxL/ncnU9sLZCP69Hahz3e7Uvflpw +h1qzYu4bRcoS4WfEQ91h8+2/x/nEOCy+z7Zv0nDDC5mw+34u4+jXZ/gsrz6P +AEcu2x0XxtGlLWGpFH4eBtm+UpNu4yiRPjQTZ3Ee7equqRe8x/GvWs0tHZYL +GDBNsbs+DtP+Ferz612wxlYiyTBpHFYmu/QmbznjUkpBtHD9OH7kSX+eznVE ++VxKWH3DOPSbInPTrztizjY06FLzOK5L6EtGWzoibONJ784P48hUlp6U5nJE +6rNlJ+N7qfmlFqjssHZAY7WjijCbquuNuM6KnME6msR7oXUTmFISf69bYYeT +e/ka68QnwGfRf+tCgh3Sn/xX7SE1AT2RpM897nZQcX1b3CE7gdUCRcKHle2g +N+WTckt1An1hPSuqcAoufJ3nhPQnkEHmz/kpn8SrzTf5hS5OYL1O2zrew8eg +2b22Jd59gvp+xLonrzuGwmtPbol6TqCmegWuj1gjvaVJfN2VCcja8X4zv2yN +m268qtLBE9iZPDcwm3kUZiXBpqpJVD3+g+yUoBXGdvqnGFVPQD1sMsdC1hx2 +tBWn3tdO4Fes4bTgLzN8jkzdePD1BHRMb0iufWeGDwOVz468oerOcY/5PM1Q +HPC7+mjnBIT2kUXOb0xxrf4yzXF0Am4204Mj149AyPiSSrAAC5zbtv1cB03w +sE5w+U4hFp6bkx3gMoG6dh7zhwgLk8W5R8VKD+CQIuPxaTEW4rXP/bgjdQAR +S2xl9ORYkLF/eLd02gg8r43WcO1kIf1bCquweR9u7xybLNdhoVkwc5HOjX2Q +Lb7R5QYWHh7LO2qptw+7H9XEDRmwEBZ+s27LK0P4B25fXnOYBb9F6oEXK/fi +1y4ZrgBHFuYiY+66dugjpKT6y3ZnFtLs9biCk/QhutnmFduF6s9i5LWYjT7+ +EU/2O+nOgmVXz+UWxh64z6yY0rnKgnqmhMFW/j1gls4w/8SxwBQuP2dkuxsD +qu1dvlUsxHVzCSQ17sSDCSH/xTUsCKw2U3Py3An7bHOF6DoWvNW3+kzK7ART +rvfKwyYWTk/aSSBIG78kvkg1t1P5GUbu9NmvBaFlLCfRbyxkafGI+c1sR3ez +qtD9MRZeFmc3RhZtx50Qt5ebxllYWXDdaf/57Vi/6OeKXSQLvLVHjlYPa0Bl +Zrbo9CwLRbuFnwZ2/QPDUb65/JVsyOzQ8nXv3YqlmUZZWqvYMFucNVmashUf +TkceqhdmI2OJE+u27VaYDwo86lnLxiQj1kSKoQ677tWGczLU/c1dn/W41XG1 +fmOckSYbvhGm3OMZKii8Dzm6LRuarsql/xYq4KffT77Tp9l4piDyIPGEAjSP +PpkYPMPGmkiL0EQ+BVQKCpb0OrOx2vOMu7W9PJquf9F7f4mNhBBXoUpZOfTb ++58qDqXGk8LWv9oig/XYqr8lnI0dd877pYfKwE7im8KzSDYsFg5/T90tg9Eu +E05WHBup6a7recs34LuBpP/dFDbeGYWPjR+XxpJNlSnX89k47xTUQA+QgNFi +t4C/hWx8f3pIR3KZBKKGZO39Stj4pCqZ15wkDqE7EUpeFWxo7ZDUu1gqBsml +xyuc6tnIWh53OItrHbZNzPQc+shG1OG3Q1KfReHd/OzF+z42mralR6hcFUVF +hl3a/n42nL2mcgOlRKFr88ZhzzAbtj91B8YcRbC/Jfnn9nE2fjyaOuvOK4yT +BZpCUvNUPm6JDUOzAnh+fEagnYuD1zquxuKWAhBY8nLFv4s5SDOJCh4rXola +G11+Jj8HVpK6r9f7rIDsMoOFUhEOtuQPBOiLL4NfGe9fpzUcMFL+mlmFL0WX +XfNvcTEOIjV3qDX95seNcuNf19dzoDnz4m06nQ+jDqZsEyUODD1HVVK6eEGs +EplY2MzB/gNlCUMWvEiu7GYUq3HQ31YUeqiPB/uFrenrNDjIVPX9EfttMXJq +bPvpBAfFfUlKP9dx46K469trFhxYFu6o7q78SzQ1qjZvOcqhzpvinq6/c4S0 +B9kwcoyDS+Pn9znqzxHtzZdq95/i4JTdDl+hT7+Jbd6+5aIuHMS+EHxlpjpD +RGzYVdbsyoGFWkD7k4hpgvZ+rtjPjYNH64djtk/8IhJkr+cPe3Fw98fb8Lay +KWK6LTTrWSAHhTo5Pe1uP4kjV/dnnArmYEHRdUP1t/+IpwrLHgmHcCAua/0t +xvY/4rh/dOqVCA70Xl5LLbL+QVQpJ9w2SORg6+GZgVf9HEL0o+Wt6WQO2j9z +eyf+ZBMXgtbG5qRwUP2rIzd+FZtY35cSseohB05bMv8WHJsgroc8ChrIocbf +ZnfGRoFBrLzMZ3w6jwMH2nuJ5ZfGiBTnC8KjBRwkrNqUUVQ3SpQc0M4gSzmo +9Za6kOP6jRgV6mjgruFgL+f9pgJyhLi0eEd0WB01fxu9tsBjI8TCZKrligZq +fYZayrqavhLr+pxHV7/lYMOugqUtucPEgftc/EpdVPt1kr08uwaJvtiz7Xk9 +HEzKL2nr0B8gHII+3NnWx0FjTeu6d2b9RIDDHSWdQSqvSw3/dAV/IgqV1Q8c +HuPg1dm/7zwUPxK6kkki3UwOeucsV9af6iHerZzrt2Zx0KHq7Oue2k3Qvje7 +2v/gINn8qFOIfBexpvxUjPcfDkKNPCQmPNuJjKeNVr//cnDlm8XelU/aCPWU +zdKBXCTUVxQEBLu1Ekb+0wU3eUlIGAjVukt8ID5ePHllJT+JK6qz4bHz7wh7 +u9e745eRuLYrk1tr/C1xTT+2454giViusdM+n5uJpdun7m4QJrFi66uEsi9N +RJLCCfssURJP/rIFOsYbiYKlm37mi5GwilxuNinWQIy0VYvWbyRxe1mt9rm2 +WsKtTm7QUIEE75X6Eh6BWmKuOCLrvSLVf7YR7cLjamJ1kpVmjyoJB9WHnRFf +K4n0sKr5Y+oklc8e9dxbLwk1X9nmL9tIaI/+ZL45+ILYb8M5ythBokMpR/gj +4znRfdBiw4WdJCR3fY/SaC4jTuMl44cOCc/ASd+LhaWEn2yo7x89EiyNpNs2 +6cUEnyhL77oBiYRz58nQnCIigddsGe8+Eq3BdyR9qwqJPIbUPQETEv8af95l +NZtH3EwLsftyiMSh8uC/K+WfEQ5mbPl8UxJiCXE6N8/mEJJVVYUHj1J5eey7 +tUzxCTHjLucjdZyEovGWd1WPs4gu+ahdbBsSGrevNYdoZRIRsSeaouxJ7Nho +/7M1/hFx1uB1pI0jifmh6AjB4w+JPbPKpirOJCbiAt3aztwnZu1/97+/QGLm +sPS9OZkUonut/aN77iSa7Bx7FdTuEIUf3p4970miOS9/Tb9VEuGseffHMl8S +q/x8+3xn4wmDCa7yz1dJ3BMRvkh43CKkHzpfywkgsb44T1VvURzx26Jdzy+I +xEbpo1t/H4kmPi7V4jO+QT3vEjPm2/sIorj6wQexMBK7u192HfG4ScR48sUz +w0lEn+ePNUcosXfwo2R4LIlt/AfvlB0MJjbEEyPW8STOdUnMXo24TswZPn6i +mEhC6NE453CHP9H3Z+WFmWQSHk0ymsItfkRpofe2NykkKofyiUmeK0Sc4+B0 +chqJggo+Rp23N3FefO8rp4ckpnMCrp6U9CQM254F78ggYRN6Ka9myp2QvSG6 +n+8xCXN+lg759wIxr3VtZe9TEiYGgxWWLi7EJzat83Eutb+/WDYrb3YiStMP +3PHJJ3H58TBEdjkQcUdLThoWUXlEcPUPJ5wmXFdIbFxTSuXXbu4s52RL7K8L +Znx7TkL3jmVyltxxQs5nPK/sBQm/pTxCv6ytiAVlM8+QKqq9lbHXhj9mxOeh +F1qWNVQesy4a4dxHiOcJMvNy9SSWZ8RoDbYYE/FG4a8nG0iUfFia0bHbkLg4 +//1mQzM1/rkNBV2H9hDGJdaHEt6R8Mn+Y/SrU5eQd64VcWih6jfVNm1aokVw +SSl++qedRJRed66W1D/EQEfs/cVdJKp1yk7JLqgSFaHTZ7p6qPxLeC/83byJ +SNh1Simjj3K4G+dCogzh/r2Jc6mfhOlK1+ST8uLEgSy10j1fSDTekBtP+CNM +KBxP8hX+Sq23VFbT+dZlBLfgPDFCIyGyrLZk02Fu4strR57iURIZexhrQ5fM +6L680vI2iElie0Nw1c0Ftm6S6vZYUxb1/o74W6YnftX1GEm1kCFJZMtF3mv+ +06lrkswj/uMHlb+tXL7l4XpdRRPXodpJEn9GmVd6FvJ0eRZ1Z8ZNk3gRa+62 +8Cded7hsl4vdbxLFQqt+HuK6qFvlkrFF/S+JC8JnJrQXqekmSy+fWligzgf7 +fx7W8OZq/w/CjeR+ + "]]}, + Annotation[#, "Charting`Private`Tag$19036#2"]& ], + TagBox[ + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[0.015], + AbsoluteThickness[1.6], Opacity[1.], LineBox[CompressedData[" +1:eJwdl3k4Ve/XxlGhEhlSpEJIQhpQyr5NiShDlEpCishMIRKReSopY4QMFaIS +CpkzHucgEZXMnHOSkuLLu3/vP+dcn2s/e63nWcO9ni1m7Wx8iY2FhUWf/Pnf +/7FL453VE6bEn7UrXBst96iu1BR2+SK0H0+iXp3uujlN7Hv0MKVESAtCUbdy +Tt/kwrCIRMB1qRPon9ua9JddFHptH4tThUwQ9C64ZeNNWUhEbsle3nYGsRl/ +Bq5rKGHx2MUHVlIW2PDXSeQruxomg7rqrBKsUNL7S96NcgSnbf68uytkA5OD +V1pn/PRRpylcWptyGXODNtqFHMZQ2K5a9GvbFThd3vzfOY1TSGGzzJPMdEDb +gFfTEuMsOIcCH5+ScsIhp4+FLeyWKP9Kbas1cYGO3a0yvg5ruBjaHDNPcMWk +wTdTE8olDOwO0YwS8kDOiEhog99VxD/aVC15zhOmhxfOLgi44BhP/uHKlGuo +CNM4GcvhhteMVkXmNm9EZ7ZfVdC4hqsWFsUhVj4I4FfUPxTuBfF2prxo5g3k +ORwMq2H4IPo5n7SR1E0Y7c2pecx+C0e2ZGVN2PpDNd3IJ/1iAG42JK1/b3IL +/xR5eD+3B2K/kmzUmYQAMDlvBXJRgpG+weBOuFAQKic+0gz8InGj7UHdqfIg +ZO1sHT+oH41TwV/Ztp8Lxj/fobAigVhw/Xb1r0i5A9MHFzfv47gLr654r+lt +YUiw7JDKUk/AyciB12+qw9Bz71nfWusHkNeS+h1kFQ6uzfqJcWEPsXrRaZ8R +WwTEeUsMFd8kYrik1HVLZgTsyq4z5uhJqHJgKZrQjMT0jfcXemRSkLRdl/Fq +OBKiEzpxNKdUXOuPkw0MjoJgUMeUgk4ajO712Z+QisZtg2saIbQ0yOptzxNu +jIbNgQK2VqtH4FxxdWzUNgaJZzu2L/98hAtlSy+qTGLxsixr76aYdGzYGStv +lhCH0g6NmcGWDARwluwIE4qH+tuOdZURWTA7k1H4YyYLXnvq1d00X2HtcoD5 +0a2FKGx6USEmUAVJI8Z4bcRLnO3IYwTz1OF6+0E8/FWGrTYJZ29FNWHjS95B +VtYqmIy6SfTotMI8csFkWLAKyguDZQunW/HYZqSlQbYK716/ml1l2wrZDWVl +EWZVeH6nNGBDcCs0rlne31BUhStRWdM51a1QSjn9JH53NZaN7Q4LK7XByuLJ ++dzBahiEWDakCbXj9ZBma8fhGtB4FkMpNR3o0QmYiTpagy0xGqFqHR2YK6gU +1DeuwduAwsH4/g4o3zho1WRbg3/Bouf3/urAG/7dc9V3a7AnJY7Nl4+CMi1h +0eLxGgiH7uzU06Dg7ZMf7vHxtfhG8WiWSqPgM5d8ovGjWhhsVwwty6Rg0c2h +cn1+LRarg44fzaNAFaOcUVW1sLiR53ryJQWVH/tTgydrQYv3dJZvpqCKs7Hx +mlod2Gb0djB+UVBjn7r5zHQdOnmjjkZpd6JkwsHBYq4O4slfZbbrdSLLTqXi +Iks9OmTMM8sNOhF8+eNZJ4F6HDYQ4+4x64SONW/S7cP1cPKpYfTYd6LjTPCm +gsh6aL7ezMUS3YnPOo4bVsg1YOZXXOEkpRNtjYcucSo3wDdVofB3Vycqtde8 +WqfegNfD8gu/ezvxSCvHZJNpA8Kb2dmYXzthrfbtnpxfAzZ3Wh3M/9GJcWVT +PrO2BgRd+Cl1hIeK31KqPM8dG7Fd62Aqly4VxJBGY7hXIxLfpNxv0afiTqqO +v93tRgQ5LuwKNaRCUMCEuT2xEe7cWWnTp6lQYnXoSKprRLcqjcfjMhVe/Q9j +Qjc3YVjF90VwIBWLMb94bD40IX7g/JYHr6nQ0vvXqN7VhFOGfNXPyqiIZGe5 +te1LEyyef3n15i0VW/zW/uj7Rb7/vNK3vobcj704xUj0A5I2yfOltlPhr2UY +i+sfyPVvA/VGqGD7+3T9ZslmxLQ9mc/gpmFzm8Ysdjfjv/L6vi/radif8anb +5mAzch869W3mp+GSLkdywfFmcJ7KPRq4kYamRGtJjWvN2Lz7ev8mURpiVIRU +rjQ2o4n3c4+dAg253EUi0Z3NWCVF33ZhLw3VQ9rLxf3NkMydv3hiPw0/wz3q +FpnNKJ7IWiN+gIZT/R0nYje14Gb1Bs27oEHE987F0ist8Da+2Bx/nAZFwy3a +n91bUMo6sgcGNJyQeCnNerMF5VNhMmOGNPi3fqMfu9uCYI3OSSkTGoZEVL0G +y1vgO2ec4nqWhrx3s5GruFqRKquhv+syDTVx4c4ygq0QuPFnPsqWhr5LYsYG +oq0I2nbFnW5HAxe3wcbE/a3gdvr9ItmBBheL/AzZ861YatwlVetCg9Ky5euT +Ba1wVbfLV/GhQf94deCRN604I3ej1+AGDReTtxko17RiWOxdsZUvDbHKg2PC +Pa0Ijh8SvXaThgnnc0JD/7VCpSGP7WogDSyV5SM0jjZURG7kuHCbBkEu4eJ6 +3jaUrdIxOBFEg0Zu77E8yTbwhSu4br1DQ8pXU1+X423oenwhOCKMhmL5VzrW +p9uwI5Vy0TyczI+vwAYTqzYUNKZl7Yyg4fcm2nNlzzaUrHkQ8iqSjJ+R4Zel +lDa0Pqz4lRRDg82jwqc/nrShMau/XDeWhht0bq+hojaceetz4zfJuWFt6xvq +2qARfVJN9S4NrDXHNKKm27D29+6DKfE0bFqfz+0/1wa3xe7/pO/TIG+xut+F +pZ2cG3YzxSSf/dfobiLQDu3BF8mlCWQ8dXaoaW9tx/DhVh3FBzSEJNzhOiDd +jpEKK9tnJL/ceyR78+F2MIuVLOIe0tB8K8t1nXY7Du17rLZI8tf2FcSyQTt2 +3U3VtkmkYZ1DTc/QxXZMOnNVSCXRIFEmltnl2A6byunbgSSrcAQ4N1xvR5Jq +kc8nki9ngjM/oh2PWpz8biTT4DuT1pV8vx0XfBJe15N8D0vpUY/acSp38M/a +FBryo847+ueR6wsdjhuQXN3/9qBrSTsCYoQGI0nu2SnCfvEd6a8/k9FA8vT1 +G1STxnYYCSxwL5HM1tCXpt3ZDrVMMa7dqTQICag4HOhvh1I/wTQnWcE6UVlm +pB1HOH8WhpCsXTS/QoTZjkVeK/NnJJsvnaas+9uOnjP9G9pJdtMvTVlm68DH +whuW0ySHJglemeHqAHfN8amVaTQ8GvdU/C7YgT/PbPyFSX6t1M3aLdoBL+Ub +drIktwbtb2+Q6UBtmXDPAZJVeFrY4hQ7UL90q1aD5NxEK+Vzah3QMnLL0SFZ +UGLeQVKvg5xHmkL/49sF0elM0w6YHuA4qUnyjwOS3WWWHfDupdxWIdmitmJ1 +kEMHpB/nvPt/f8eNiRPXOiCX/cxQ6H/+esfdNgV0QNbMtp/1f/6s/XOGIjrw +y3js7Ch5HkH6hs/PEjqwM6piso7koOvP1l/P6ADDjPI5jeQZVs0j6s86MMtV +WOdBskXkJ++1peR5sGygTXKroEtB9/sOXJ6RKOUlOXdX6kb7jx14ndRlm0Lm +Q/D1Pv39Qx04OTKfeJbkILXmW0vTHTDY9cCXn+Si/AUPXVYKZtokxbzJehhj +ascUsFOw+8mYjATJWxXv5vFzkXPNnP9hM1lPEVXSgwOCFGQGbDNcS3LNSo95 +DREKcn6UW2WS9TmvW8WXK0aBtU/1FWWSL3eZHnWTpSDpZuh3Y7KeNSYCi9jJ +uSuc8YZiSPaHt3x7s8NRCtaDqVdH9k+Ru9AIRZ+Cs+aSVftI3rpUKJR8mgKr +VTL+q8j++8s3ELjbkbR3eKeZaxxZT2bSqfFuFHi754RXk/17OdW99O91Cui6 +QaVrSe7asWa6NpCCXJX7jfHRpP3DyqZmDyno/a/6kAupF2MBgc7vUin4JmHl +k0zqydbGtjBxcu4b/9MqrSH1JtKI7KznFGx/cUpyZSgNdpfjdgTUUiC45/Af +Q1KvtsVO/c1jUKCWISKzkdS/Siv/vOJZ0n4nZxI3qY8W+/jPVMxT8P3oWxob +qZ8pPSpvWtk64ctnEvD1OqknW8KvMQU78dY4Oc/RnQa+fOnZ/ehE+DX37q4r +NLy48faxqlYnWhccTseRem143NBYW7cTeW1hIsdIPY/5cf3F6ZOdUPDed7fQ +htRz5UZnH9tOyLTuvWtwgYZVdZemq2I6kco2N/T1JA1Z9/8mN8V3Qprz+nNr +Yxq0bKP0OhM7sY0plPSVnC+Ba17lD2V2Ynf47QUqOY+WDFdeWfWmE4I8McMR +R8n8DjweOUbeG/wL9S6cVKFh6s+XwW4FKiqC07Yc3UL2n21MzTElKvKvilrv +3kzDrY/Ek6pDVNRmv/jML0TWY2mqY542FWKnqNc7Bch6uHZu0decikNvnS6L +cNGQ9KtHSCKUCtvyugvzf6nQmWkzcftCxad1UquoVCr4rfwOjA1T0WWSzKtG +oWKQIitiPkkFp8bI1fw2KjyKIr4f+U0FT6mhhnsTFY+cdd2E1tKAg77efe+o +mKPXxVQr0RD9O/vUvxwqsiYrmrnJuji91sgiwZsKpwcG2+3vkXNagC6UcY0K +Za3vN+rJuk0qScvLdaeiOXWNnG8mOceGKx2eO1IxY3gmZuINDY/XT2bHWpH3 +kdK5k3XfafBQV6a/0yH3fXvPgPfBLhyf1RurFaCCe0sOc3i4C9YeYW4rszqh +dur2wPeJLrx5fPRRbHon3GIutAwxuhDAFhAtnNqJHtZNOV/nu/DLX4JlR0In +0kZDLT5zdcMYEV8kQjshX2TfRtvfjREfPtUSh04c15R/WhPUjW3cF5Z37elE +5JVXl9MlehBdn3Fq/hUFc2pPh+38P2LOn/fORckOeOyteylY24vBZpPrsb2t ++FJQF9Ep1ocNHj6eXYeasWDflbzTpx8RqpSb8amN2KXOsXS54jN2xYbaisjX +4+hjMdsXGwch7Ewo3UqswfUtF8S/mX+B79A6vQe61ZCdNl378fhXXNia9mKP +7lvw8/zgrPv3FS6rH6i2/C7Fyqrkwu0p37DX9vd+ca2XcNhf8Wm13hCEx0OP +7s0rwlNd6/TKuSH8/s0c+cn7FL+nhNePJnxHuo7LuxN/s/Hq5NEV8VrDOCHr +vl33YAZC9d4Eixwdhu1NjkGOnRkw19zJma07jCMfgkQ6N2WAbd/ada9PDMOc +9/2m2/PpOMHXIdhrNoyBh9XXLr1JxzjllIyI4zA+0P6s2qGSDuETl42y7g/j +aoi1PXtEGvx1gh+9HB2GzQY9u2+/k0C1sDNXmBgGZ9KlgXX9SZDw1BN6NjWM +PypjH/Srk9CcwXsv88cweQ+QnGaNSILAQuqdu/+GQek7L2YsloTc568dXbhH +QMRtXfI0SgSFb/yQrNII2sIvCedVPYDYwLHezOARVAhsH1WhxiO85lChaegI +3Hv3RHOXx+NnjuwdjogRLLO+NZjLiEeNG/d+h9gRVAaa/2F1i4cNJzVmb/II +9gpnVnPyxyN335mj74tGwPaIov3F7B7kw21fD/aP4Fri3skzs3FQUQ6KF9o7 +is6S5qrFmmj0WAsppe4fxZarv3y706LhHl3wUVR5FIuKRb0tPtF4NtIrLH14 +FLzfDYTE9kVja7xchpL2KCC1r0Q5O4r8Dup5fvLsKHxN2b/KxUSiJX9nY1Tg +KD475R8f8A6HXU+lHW/wKFLVzi/ePhOOlWwma+6HjKJSuZRb+2A4iDM3j6dE +jmJrVMwT2b9hKOKg0fITRlFwVFjDwCcM8Ta+XxvzR1FSW/dsKSAU5ls7/rLS +RuEx/SPu4ZM74BZye1XRPQqLTf59l0Pu4D3/BlfP3lGctR3ZaGJ3B1Krz42P +D4yiyuzJhgiZO2DOjvZ0jI+CK+ZT042iYAR+WCpJXRrF3ooCJ7WaIOR6yDsd +lBnDfzOf9vxYDMRZ586ds7JjCFhx7b+Ub4FYZ+8x8mz3GNbymdMvNQTC7UK5 +uajiGMJ/XBvUiw3EoWPaehxqY/iUKnPvtmQg2rdZSHebjoFN6/JdS9MA/G6O +GnIJGINr4grVe/H++Ly2227x9hjucolk7bHzR42+CDPkzhgyhx1G/x7yR2x7 +/kJaxBie1g+08A7fhAy1UaDt/hgOK31K8le6CYtPrEd35o9hSUIxkWPYFw1j +nk+/Ucdwbq10KdPSB8+k3+1x7B7DmW3PG5VVfHDvyso38x/HkDO1cm02vw8s +p+7W8QyMwS9rSJer0Rv/GIUDqmNjaPVeu7Zntzd2z03wJC2Q+/Mbfm+62gsP +V1p4GEuMY93IIRXtfk8sXdyo2Ck1joCgfdm25Z6wqaX8Ntg5joSMtNicRE8o +BGpePy4/ju1n9HXTzTzRtCzto3NgHN0nxVfq93rgz79Zf0J/HOqpal7Jg+44 +NRMWIeMxjmtHvs5LsLvhraGmft61ccwo/IhonXCFeNEil7T3OB5vcLeKbnMF +w8k5WvLmOD6JL/EE3ndF8LRJnGjoOJKDs2ZnpVzxcmzbA8GUcezN/3FfztAF +/IOvHrPVjWPe2jdm1NMR0Vx+fqUN44hdvm1xUN0Raw5pmV39MI6dOqIY4nIE +20Pqup72cagY/mv6kXUVP42YXnmfxtFZJBAb1usASr20gSFzHM+r+G706Nsj +8nnyQqrwBJZLD3zLtLMF52frHuMtEwjPv84WctgWQWtkXnCITmBfT/je8vW2 +uGH75rKr5ARCqFUhLWWXYS/W3amlMAHGsedOq3guQ+c+d+7UkQlAwUaDu94G +q/wCTA66TiDj/W0LcQtrvJyZ/lvlPoHcM+aK/IetYXPZ7JH2tQlc2zX3Yruw +NeoMdk+evDGBgijXHXM9VggSH/B3Cp5AY5Dj+QFjK6xsOvA0M3ECh5rE9906 +aQk2/h+s3DUTOOv5KjeOYY7ikHM58XUTsBN8rcX32hzWiw36mxsnsOqApkaj +nzlqRlIfSLdO4OiDOlNjbnMEvtGT0+wh7S0s6lnsOwdWixwzr8kJmI6PWq6I +OgOWPIvCIb5J9BPf1BJ8T6Fh+qPTow2T0GjK/Cdz7BQiFYzkzTdN4qiTpIza +plPY+EbzefeWSQSp80kfeWUK+Ubpp03SkxiSOV90YdYE5iM/nxQQk/i4fm1P +tv9JlImFpPnYTyLRYXBVRZchbl5isVB2nITrcmleyDNDaOV5b/nlPAmWoCuP +24MMQVG4muLoOYnzptHP1ioZYhxGSZa3JvH9S86LaWUDCFpsTtBOmMSaDevf +JU3qwy2pMIqvZhLyp2ctq1/roHQxKaSmbhJCKUbBFC8dLFrcCXBrnMTT1jX3 +Cw/pIGT7eU9q6yTCea+2BNYcRcqzNefvfpyE7Cw7vapbG/WVl2T56JOo7rjX +x8J3BGvEjKRqmJPoqX4XZtmvBcPbh0Xdfk5C7cn9nhvZWug7yi9A/TMJ/dZT +JUUqWmBQqhfi2KZgrfzFcp+9JjZ939zCu2kKn3T//OUaUMf5Ixz174WncGnw +6j7iuToe5/ysdN0yhfG+zUca/dQhe/VDcaf4FP6TsM3iE1WH+u9rSXFyUxjc +WpOtc0UN9hzUK7yaUzgv9qHmx2YC73aFcvI6TeHynLubptJBKHVtbLvrMgVT +BZ6N9T8PoMg3J07AfQq3ZOZ0rxQewOO2BuFNXlMQKaUptMocQKjzKrltgVPo +bw779HuHMoxLAo3kEqYw61Utu3BIES3n+AQLH07B795cXTiLIrRWPu5TSJ4C +87tSulzDfiibvr+4P30K83TONwbG+yHyZ9nzUP4UuuQb71W77MOYil+SbuUU +TsQ89yyr2wPL71wXWqqnULLscjIybg/6IlK2H6+dAsca3bkUiz1o/VzxzLBp +CueKam8o/1NA8c1/laep5HMz8wxPJQX41lz/fml0Cg8N9D9Uh8qB95ibbCD3 +NIIlwm4Ln5dG+nuetSq805hP/VDHtVYaCgefT8zwT+OP8vFhlbIdOCE9/sRK +aBphK/a/S9q0A+HsFmLqEtP4Skuq6vsqiZW1uoIsKtPYsVmganPidtxTGftV +engalRdno0ZObod4cRDNGdOQmzVl+cK9nfwOqYr9ojUNFdHiZoFQcfj5K66t +MpiGf+QH1keBYpg7JMZy89I0KjQZVf77tyG4pHJQ0W4aGYNRPqbvt0Jgl/k7 +uv00JCvZ7908sRX7hB/4nHeZRn9fdlqF4xa4zHP9PnxjGie3U1kcyjdj4uX8 +xEIs+b6Ei4p33CZ4ySY0ldybhmx4Vrfknk3gzNqX45AwDarfh969tI2Quudk +0588jZwSd4m2TRth7To8WP5kGovjnAZ6JRvwWY5C8347jfH9u30hzI9HU7x+ +K6qmYZMRKB/ZyQfrvJNSUe+n8c3GNponjA8TEh+90hvIeLflGy/948Xc5sEt +jZRpyNQaxLNPrAfvmmlbgZFpzB7rSkjtWYeuRjnetLFpaOgrVRZbrMPDYOfy +HZPTiNPjffpwnAtbWWe5DjGn4VOTvFJpaS1k5/++sPo7DTHfxq1niDXQHuVY +LFhHR/rmb5eaWDiwOks3+8B6OkS5uebL09jRahVxooaPDp2PK89yqbLj5AB3 +RvdGOlyONTpFBKyCZdcG7UUxOiw3OsqYCK7EjZrtsbpKdJwp7L7H4s0K4tal +g7QDdFxSTL5YsJMVbETOkPkhOlYnG18yHWBBaJmMoosaHT6KRv3OR1iQULSn +L+EYHS8sh07MH1kiitIgMWxBx44b1laaW/4Rsz6zHFZWdBQkaAluyPxLKJ3O +mRq4SIc420bCTPYvUcHDU/LRjg6/tz28MmrzRMOtQfUWNzpe+xmrF9+cIzjP +35XU8aTDf//kN+r6OULvoPbq+ut0JNDKXrPn/iYoM88plb50cF7iPpXy8RfR +b+13ofgOHY5BG5gFurPEVuzR3B1GR+U78cm08Z+E5eYRqWcRdDh5/bqjFf6T +GKXpM7Jj6bi9OLm+lDZD/NAS8UtMokOzWts01OMHwb6jIulWAR1stY+S6VNT +hO4K55v/FdFhwPP4UcKZKSLyi7i1TwkdC1FHDfoaJwneh+E7Pd7QIdVGYX2b +O0GIrD77xraGDv4Xf61XRI8RF0bWpQzX0WG3Jdtp07ox4vH79/5WjXREeojp +ecSOEjt8dh4910oHI8DWqPHhCLF3ar77RA+Zv/mvhFvdd8Kz8VlZSy8dfWPL +eXtOfifeZFqm6vST+R5ZLHYdGiJUzZtsNL7S8d0z6w8nzxCh0/ZgVnGSjt4V +9dsyrn0lzhcq8W5ZomNXd/3555r9xOuz89wUFgbCOD1PRUf0Edzs5Vy3VzDg +yKuBnI+fiGpzVc4JTgastq881h7SS4iv0Vp+yc9AaLn+qAlbD+HzatV/toIM +qPkcuW98tZugWTb+ExZigGPsxZToxy4iqPTY3K2tJE/aFu8vpBGjNkZ0/Z0M +fMhsrNNP6iSI9fxTy7sY6AlmGfkh2Ek8qOgaL5ZnQHtWnn1dCoXQ4TMb3rSf +geD5GO1gyw4iv8qif5hgoLGQ32i0r4VgcxD99ECdgYPO7wpPcbUQ5wSHeo5p +MZBh5F7KhmaCy/EStUiXgcj0xIV1uU2Ek/DVD74mDLg90fvM1VFPNNTLNe4+ +zcD6s37857bWE9tcmXVDZxio4x5Vr3eqIyiNbtU6Fxigh3z7bK9QS+z19C4V +sGeAJ4d62ZNSTYSLHnrVeJUBTVgoO2lUE99bFot9nBkwKxB8XnGziogXv1Xw +1YOBnE/qNaXX3xF/Ou5kP/Mnz1fWKjfzqIwwvKGTeSGQgRlJsd3T9W+IXKk1 +GXzBDGxcjqt2pJcSZ/2iUrzCGQis9KWsVH9NvJWJv6d1nwGKB8/6FqKEEOgx +jfvzgIFhy12Mp1HFhGPAxpj8JAZ+mmkYDwy8ILb2JoWvT2cg//zTgT2BRcSt +4IyAz/kMKJbILOlaPyPWXec4ZvWcAVatOIL33FMiyc6Rb7SQgeJl23UfTPMJ +qbO0PvtiBnizcn1cjfOIEr2DmcyXDKTEyyesMcol1FQfOXiUkvG73Hit2SGH +aJVftf9vGQPlvndMnyQ+IUZ5O+vYqsj8j5rn7fmXRbitUI4Kec+A/e5+5W+y +WcTyrxRTrjoGYvb01MlaZRKRo2xb4xoYsHGuMRd48JjY1Gs3uuEDA30qC2sf +tmcQ2R/aC5JaSPs+LWZxXBnE3or917e1M7CY0Ch10TGd0Etj4dxJY0DpyGmv +T5fSiN6Yy5Tn3QzIeiTL6e5OJWwCWh/u7WVAXqrrsvFCMnHT5uHOwwMMtPLr +F+1JTiTWnFqaqf7CwCOR8hEO54fEg6M25UeGGLjzSDBU5OgDQuJgc2DzMAPN +CsItXlYJRJGMgp7BGAMhUdTgfr/7hKpIAn/XBAOfrsk0aKXEE83rFvvNphlw +XZhOfPn2HvH9R+NV6xkGnG9hb+6Ku4TLkJzi2CwDt3kaeWVl4ohF2r3/HOYY +kDuVW/7aOJYIq/9b/2OejEfaNo/Yf9GEYOmFaM8FBqQz6p7NWUURmbn1p/79 +Rz5v4J0f3xVJKCTt2ubPwkTg1GRr/3w4oev3pzB0FRNBNBmL2uRQosfpvNc6 +TiYMxmPxxjWEsLasVbu7homa9IBfz4/dIXw1YzqTeZhIDV4UTVkVRKxW/J0o +ysfEyj/r3saPBRIJUuesswWY2B36xjW6NYAQ3/ReRmYjE611rxd+1N0iClfv +mC0QYsI4+ZFXJfst4vBCZMU+ESYsDehGB+7fJJqmf95+s5UJSXtvBQExP2Ko +o1KgZjsTpj8Z7+WO+BDO7yUGtKWY+Bv8MMNhwItYLA7PbpFmIvlCulmz93Vi +Q8IppW45Jl56BGVOVnoQj0PeLp1RYKJ/aLP1M1t3Qt5bvHFwL+lvMeR4jIAb +UWEfGnNRkYnt74N87tW7EDrmjNPjykzE/bTjuFvpTHQdNxF1VGFC47GtitQ+ +J8IK5eMzh5nYqM6uXf7sKuEjfsd7QZ2JQ7eNtIcKrhDPx7ckc+szkVKl5bGf +eZEITQ22HDzBxJXNEmcbra0JG2O6ZIERE8syk8v3P1sSahymU34mTFDsMtnV +yywIkbdvi46fZoK9VnlFe/05Yt5F4tqWs0ysuCW6mzZoRtAkIw/RzZm4v+dT +whr200RB3yzLuwtMJFy+l3vhlSkRHnOuIdKaCf/WDTVR9ibEZa3aCPNLTFA3 +3F+MlzxJaPyVMZK1Y0Kzj+biOWpE/LX+19/iyETbZFV70OwJwk4pcWaNNxN0 ++/69W9uOEFpTLKV9N5j4GR98sT5dk9iWbuebf5MJ1uH37qK31Il/JhR1nwAm +5I5tE77QQxA9qw9wHAtiYs8X/qKRWhWiuPJRq1AIEzISHfNdTUpEtDvH3Ykw +Js7yzqnLjewl7KWdT5dFMlF0RP3lVJACcWSgRyQshgnVsuSxc267CdG7xJDZ +XXK/sr8DGcNyxKL2kxzp+0wUtPSYxVjJEi+LPPc2JTFhcsxv56LXTkI8SECH +4wnp/4SPXbCoBLF0wHfdx1wm3g7Fj0V+Fyc+0b9TnzxlYnLx6/XMIjEi9nTJ +ee0XpP3RbKPFzq3EVa7N2wVfkvXS+G0qKFeE0HkfOD7ymgm/ZcuzsveEiWUZ +Y/fgt0yUfJI17c0SJPq+lB0wrSL3yyklP9AiQLyOF1uSqGGiLKvCg5WDn3Ba ++hFa18hEQ5zzEyN3HuJYidmJ+GYy3r3rTptZcxGSdtX8Nm1kfneGDKd5ryY+ +d8akraAxkU6d8ZwWXUm8ufPnIq2b7Jd3u4Zmi1iJ+EMXdmb2MvGoKfPPdeqS +qsuPBoZbPxPjdyoGw+79U9XLln+pMchEeZZz65bsOVWpswnefN+YiNVwWref +Y1aVjWeJGPpOxvvHHUqiO1N1sPbSyuJRJqqlilU6vSdUy73aPgRMkOtzp9u4 +xYZVE+QUY4ymmThcxzKSTR1UdR1KMRFjMuHd9J3zcHaPqv6DlcIzM0xwl7Gf +eO/eoSqtf/VL9S/yPEnPIqXF6lRXsnZlxf5hQr5S3PR89mvVr68O2Vv+Y6LL +a+q4kViW6lv7zN0K/zGx7d4HsXSxINUH29b+Xl5m4tYH+zeOybWH/g+XXStE + + "]]}, + Annotation[#, "Charting`Private`Tag$19036#3"]& ], + TagBox[ + {RGBColor[0.880722, 0.611041, 0.142051], PointSize[0.015], + AbsoluteThickness[1.6], Opacity[1.], Dashing[{Small, Small}], + LineBox[CompressedData[" +1:eJwVl3k4VV0bxlESUZFEUabQhDcZCvtOmRKRKJWEkAiRlJAhSkpUQsZUokKS +0GQOGc8xT+dUMjuDIUTFt79/9r5+13qu9QzrXs9aS8rew9yRi4ODQ5b8/P9v +5DhMLR2xJOTa50SrfDyIpfvXX/gmtgtdvInZ+b3GUEmNT3orpota13ktr15r +HGzoyEsWs0AwD/cH3d7zOOYw+/m+mAN6zWwa//b4g6Z0c3+kmDcqM3tVhHvu +4PFa0xsRYqEwXZi+G9mRhODlb+VvicXg+Quf0NCvWbA6nvZ6fOIZFOzf740t +/owVi8HWBhtfY6g4PetVwxdsPswarridj9yRq2lr9OtxuXE34n+9x8p7hZsl +z1GxLl+QzslZgg95dB5hlVYU9O2vb9IqBzOJI0vtZzvaDYMnIg3K0fxpUGwZ +sx0zOcUixublSPgxfq9pph3qfrvtas6Ww3apcbwZXweK1ijNlN4vh6pR4he+ +/zrwXne9ZN5wOQStlAdPBXTg0/PxizExFXhuOtTuKdiJcpfkDccZlVi/6d1f +hlwX3o64utrMVMKhdND1iWIXnjnv+XiG4wtamzSMzNW6EObUccJd+AsCV94z +TdPrgqG9YMJ1rS9YePDZ+u+ZLjQdDxPNufMF7MUroempXeg1dFu7ZEcVZLbm +3/gk1I2Gak3H5epVmGne8v6zWDeK9fneCehU4YR8n8Z7yW6k6mZYiFpW4YK+ +tXiqYjfs9/54sCOgConJL47LGXVjWN1SyKqhCj2R5wekgroxLae9KtutGpnT +vvbVQ90g+vZVR1ypxpqDOvzxrG7cSDYMdL5ejdCZop92090QEbZgyzyqBvcv +edEfXD1Q43RtSqishrtF8rVIiR5c6YmPCt9QA6oIbiYf7sHfqF+rHL7WoM7s +nObD/B7oHpyv1mmtwUzkTqGIDz24s4wjaNO3GrzuEF+8XNoDiYAV492/asDd +KCiG+h4QLtKUw5Jf0U5oEVd/9iBQ1ywal7+iIVy89+nqXnDNvVq9YXMt2vMO +nClz7MWGhn1TUKrFMl7TkmCXXuxK62pz2F2Lm4fdebU8euF4gCcxx6QWF7fu +PJtypRc1j+w37/OphZZ92f71t3sRtUdsz7nqWrya4D7NyumFuP+NM4Xn6vDu +5JVLPJO9UDWT0O+9WAeFmwVW3DO9OCSbr8B5rQ4q28Ll/831IrD+B9Pofh04 +FteFd3PS0CeufYX+oQ56998dNRak4cXnqTvc/KSOM58S/Eo0qC3aFhzJqcfp +iWTdBUcajE1KQ/SK6jEndjJlyzkaziRuMlUvr4fNe6vNpudpiFanD61vr8fd +lO2fwr1oGPE4Kdb3rx4xxlprC67RkPTd0v+CSQN8TYY+zD2kIU/xnaH9sQY0 +cC8XqImnocZfeK2FXQNeZN67F51Iw7RoS7b6pQYMjzqprE6j4dBhs28LSQ1Y +e3jHwNdXNHCWG+2LZDSgXvXKaflSGkRXv1wZONMAu3NxvI/KaVC04e25wNGI +K6bczKVfaDgxX33RQrgRm6fL7eq+0pC/Uy99g1YjnvXSVq9pocHpKZa/vN2I +Km7Wn8h+GvwnUloTHzbCK++Q79NBGh5g4XFkaiP0eRM13g7TUNrzabfn20ZY +WB8PLGPQICa8x1WjpxHHogKIR79oqA/d1Vi1tQlHNnoIqi2hY8+qOq57qk3Q +y3+jt5abjsxHduon9zZhUjqsgrmMjus5dx+zLZvAm+CdGsFH2ncOe4kGN8H/ +2+rJi4KkvX1gRt/tJjxa4XhHYg0dIsy1vVmxpH3lm8ulwnRMcO7X08lqwv11 +wnqT60j7bcnrXDqakLgttp17I2lfoGK8q68Jks81hK9uoiN0b23QAqMJVzY1 +vBySpCP35R/vA5wUiBdODebI0HG7RIFOE6GANlJbxFSgo3yp9+994hTwLwb1 +bN9Kx+8DJUKZUhR4FeaddtxGh1OrpYHXdgo4T/yOLt9Bx76RkNxl+yiorHpQ +sGMnHb6KjbWuBhSkFKYs1VAh/V0UG6AYU6ASpv1ZcxcdGxdeiyUeo8CxjuGl +pEaH5f4/KhynKIitP+W1SZ2OO+H6hxztKZh/L/NjuQYdc0K0ECU3ChZDbgrW +7KZD2UohOcaLgn/OcW3Je8h4ki8Wzl2mQP7QdwE3TTpa5fkYFSEUDIuLfZ/V +Iv1rqVtaxZP+7UMVS0DHUHCIx+dkCjTiXxba7iXjqW64Jf2UAnuJPSV/SL5z +2KGYkU0BY1v7oY376KiIfd15+C0F7onhXekkz/fMTxYUUXBNdnxIbj8dzk73 +5IMrKGiv1Xm4VpeO1Fe9OoM1FFyi9aldJ7l9XN76YCMFZyaf242SLKB20Se3 +hYIYKkvkoB4dun7F0Wu7KDC0lbBKJ9mvlPfVVToFE6lxcnMk53Fbfvn2k5wv +u/K6vj4dw0aPv+mOULC2VMAzkuRN0WNzL1gUXFWgsxtILrYLfJE3RcHskLr5 +UgM6bFTWHP/4mwLh834SqiT/W5qxvPIfBfe+tprbkpzUvqeonouK/BeeU2Ek +a2Y2nm3joeLDgWCO5yR3+9qvo/NTseC7y6+UZN+DM1WDglR4JH92aCNZVCLC +hy1CJc9bs+J+kgtZEnK/N1DRJSVzi0Xy0dI3bRxSVExtPF81SfLMPb0wXjkq +RPQdLk+Q/PBM1y6hbVTo1eslj5K8S9Wtf70yFd3exrvpJLcu44yRUaWiNfqd +cT3JFztj9m/fQwXPQklnPslCLxWmdoGKm3JZ9DiS3/h9eqKtSwVt8ePpSySb +mZiZ6x+gwp5P5ZQJyeMb+zlND5Hxmx3t3ERy1PjlN8eOUPHa8Xwzg6yfYvkK +O1srKnycPhvnk9z4IHX1uVNUDM/cN/QhmV+92uPqWSrez899HSHX59Xyk5uu +n6fC8piceSLJRt2sxtueVLwQFrAzIDk8QEQx2Y9kdTPRKHL95U1f0tKDyPkz +j1RsJblKkojMCaMi6+7p+VJST9yVjoySKCpaHNiCNFJvzx7OJdbEULHMRW7a +nmTds5EHqY+oyBOoP/dTh44Qvncv+55SYdPQxd9K6leq1/DEWCYVP8Y5CF2S +S7N7eX9lk+Olwstek/pfMFt6jruIiuMV0bbeBB3J0vGiKz9TcaqzYrpRmw6t +X9tqRMqpoJ/wlZcl2S/uiLxCPRUDCYJOxeT++k17MmD0nZwvuflyHrk/416r +PTwyQEWz46hoH7l/1YJrda1HqYj0mbHjJ/mS7ORTt19UfJ8qmTBTpWPSRcc+ +enkzMm5p/JfwHx1js9/obcrNWFz0DFDcQkfB2ahyI7VmXBDN8B6XpyOog3he +otmM2vcle7PkyP5WmOz2Qr8Zd6QDTgvKkv3H5+Rff+tmHHxZzLpH9r+EX+1i +suHN4FIxWucuRIejw41/8ZHN2HJ3nUnjarJ/tKr+EHjQjIDyrVcUVpH1fxuT +OZvcDO0G/4LaFWR/9TJXr3tL+p/NWlm9lA7DiQYLr2/NKLgly5c2TcMauwCN +of5m5Lak30+booFO2S5uPdoM4lDmzqQJGrxzb//Um26Ggf1CWSCThlSPA15i +K1rgbzB+kmOAhhlmZVSpWgvcRF95jTTT8Gz0Y+3Kuy34mLpVxfUlDe5xpjIu +D1qw2zeloySDBnXdn35f4ltQXHhCcFU6DbXJfDv8n7bAs6bOJDmVhgmz41Ej +RS0wulO81TeGBqJw5kjlzxY8CZH2Uw6goev6fzTf3a0QCM+fzDai4YnyF9U2 +ohUnKZlVxw1oOE+zuqus24qGskd+HLo0cKgHYegQOa6le5/QpkFutDHNwqEV +MQerCwPI+4K32XknpahWTF2TWc23hoaVEhns/v5WeJ47l3y+vRd7j16n/Rxp +xXoXmcLPzb3wijpd18dqhcu9n0/4mnrRzima8f13K1Q+Mn/HVfciZTDcppe/ +DfKfkruDinqhmOvS0LKrDe4l3eaRj3phsl/xVXloG5oXS1UfW/Xizrl3To9l +2zGVp22ypa4Ho3uzw1dsJe/ZMW6z66t6YCCa/tJHqR1c1PJTy8t6wFUdwzLe +045D7BSX9oIe+Mp6+8yZtmPiQXwHnvTA6dvOG+Z+7fDeK/PQ6EoPdCxz05c2 +t+Nb6bC/hVQPZva+6ncO7IBj4KTpz7Pd8N5ZmS9S0YnS8Qvje0c68S2n8jZV +qhvuHKKEzKYO/HFpTdxytQfLHb+4vdFuwzYdngWnj71YVpkjs8a1BQZPpM6+ +Ic/tmct3Yo+T74fLEqelf1h/Q8S5w1uWiTZhO8NyRYfJdzhxPvlaGVqHNavG +l1fOf4dVieGSudpqLC1JfC2T9APBMqm+2iGVcN31sYv3YB+aAu+9V9xVhlcH +7B8Xz/Thr0b4UlrgJ0yPrV89GPsTzlevfam6XYh3RwyWxOj2Q/WPySWnhjwE +Goal5g/2Y81i2rLvzGw02zhbK4/0Q7TGTmNpczZkLx0Uyxrrx/menJDdBdmo +TRN88HS8H9fqTY52XMuG8J/kG/fn+3FMtzv72+psZGYXuF1YOQDKuwdZkhpZ +oAgNa25XG8Auo/otpg9eQopm1Pk0bAA32+c+p/tlIKJc87Vl+ACybg7a/rLL +wGTG9hs8twew7KKKwlHDDJR7rdzlGj0AYX2rVUfWZsBheXPUzsQBqK7QzPkv +9zkyVY4blOUOoEev73bASDoUI84W0HsGwAh+ar3F5Rn2qIfGiO0cRPryx8W3 +nqSh3V5MLXnXILQNw/tpd9Nw8W5Oh6T6IK7ypbjq+KUha6BzvYLWIFrHa2+q +WaRhY8yONDX9QQjtf2rbuSwNXBPt2UdODGLNBUrdtPtj1L3cUh0ZMghJz5v8 +P2JSYL2xaY6zZRC8SrIduicSsFLM693HtkG8NHdQfqiegLI1az0vdQ4iOeCv +3rK1CZDjPTk8TBvEb52dZ40oj8CeGmxvGh7Ew3TRaivDRwj5uvA2eWEQz2QS +BYOIeGR6K7rv3joEhdxR2fB9sTjhQd0ytX0Iw3xZy6gysRBw8R7IUhrCFYuT +jzW4Y+F1+oO1pOoQNPLd35+peQhNI/2DPHuHYPnxXZ682UM0brJRaLMcAjV8 +RMXKMQbTtZF9F4KHcGPQe/Vg+n30rmhz/nt9CNnzW/xy7txHubE4++aNIWjG +8/dEXbyP6MaXf1JuD0FvW+O+ZJ372NpcLdzwcAj7Junbf9DvwaaL02DLyyEc +O6GiwbnxHqqGLr360TwEnWRe3SDrKGQpfP7PrW0IS1a3EaLKUXhwbmnR744h +yIqwn9CXRMF27H7lKtoQUjZwqc28uot51mua9tAQpAY+eJgsREJpZmRVwp8h +5K+IdLn+6g7il9p4m8sOY5X/RL++fAQWzqxTpcoN45z66TB1zgg4VFCmTbcM +41Dqq+OHe25BOWT/ZRPFYSRVZO7kiL6FmkWFq4Yawyhbm15o8Cccs/NTgYTx +MDKLDz1y6rqJoxO3bm/1HsYBCUFlhbdh+GS23/iFzzDGeMXtV9wPg3TuX34F +32FMCYh5CHuGgeXucXfzNTKe8yKv45TCEMawuCcZPgznUxU9p3NCkT+0KU4k +aRjNRd8ffMu7jjX0d0+4Koeh0SFt29cejLv8AQGFVcOQyDmk+rMwGHyaulbn +vw7Dbf34C/5HweCKbxZobxxGRhbPWOfJYEweZl950TUMo6u0TUd+BoHyRcHU +jD2MN+mcXPZTgbiTnfgnef0IRDiNo8xv+GN5r327ucQIEmrqE+cP+yOUb+sb +HskRdPDGPhyT8Iff2SInz80jSBL0NMoo8IOLVBtVV3kEbz7U3b02dhWGD1dm +jumNoK3kx5mL9r7gDgi22O05ghpWQU/udR/kTzDmSi6OoOeKscCPEz5wcLJK +1fcZwVxATsmBnT6oNFUaPeI3As/wos6KH5cQKk0LdA8bgex7by3L/ZewtEbj +1dNHI5CW8VhSutobXGvGOVeWj8BXif+TeYsn8m6ezIipHMHinN0Z5TeesP9b +ZbyhegTfrAX27I3yRPlAcpxC/Qhc5BteTx/0REjRwR3720ew7TL9eF71BXDa +ZFhdGR0Bj/3DxKhoD3C8sHndJzSKn0EhHyW7XFHF6HBPXTuKPQKlK2YSXXFH ++bCitegoKPLreVROu2Jd0f7sNolRzJQ/l+obdIFitcKrGoVRyDwP7+f5cw7W +A5PPc4hRyEU6HONTc8Z7qZspV11GIdF0SejzlAOuOXLYqLuNwso1cexZuQN0 +X/hK/PIYRfHC5dmBew6gKJ9Pcrs0ilcmhcOe/zlgGIcTbINGUfROlTfd+wxE +bDbE6seO4qPQeOe6FfbwSngdKVQ+iswSo53eozYo/Jtws7xyFKGP8iXMU2zw +1+ZGsFf1KIxutgmUm9vgpsypS831o3jH0cay+HwKSVl8p+53jOLNtL/Xf4+s +8aXYcbsQcxThGpGyEq4nwCd1WK6cPYoNX693lsqfgNl1LUmvyVEMPV0XN9p/ +HN0Ga4SbZ0fR9faNQYPtcbAopX/ucY1hppWQ+GhjBdGfG+oERcdgcd89PM7r +KE7p8XwpWz+GlWu5DuipH8WTjMliT4kxaB79mOr21xLbz3/No0qPodlaRG9b +uCV0pn0S7u0Yw3xw3hKDdAu48DSfE9w/Br9AjwKnaXN83ha+XNB9DPuSzDbt +oJpCrXVdw/0LYyhw/CWX4m+KXP+Me8IXx+CeshheomCKJw1V60WvjOEFP1t3 +1fVDCPfg3rEpZAz71S7LV8EE5m9DDu+IHcPn0d+5uZ1GqDspJPI6fozsiwOn +cu4aQXfpk27lxDEEO087G+sZQd2y7Myux2NwLO8qdMw/APHZxUuaL8dgf0BH +a/KRIYb2BCQcKB7DTqmE0uRgfdj+5D9dVzqGjRtGkxR19NF9O0nGpGIMldtj +88w49VHf+zHLrGYMBNuOrntdD3nX5ouPNY+hZFn5u5ZIXfiXX/7pODgGo2a1 +9eWf9kHQyGt7yEoGTnKuLLw5S+Bx2aoVewQZSO9TSvCPIqC8O3tkYg0DWZUZ +d8MUCBxSGH5uJ8bAvUUxx7pT2ohYZiOlI8vA8pvLTjFbNbG04oAIxx4GNipG +VVRNaeDBnqFfhVoMCOqXGfEmaUA6L7TFAwzsfk1efvQ0sDetJPqbLgMf9kaY +BCeoIyBQdUWJKQN8MsmWkmZqmNGU4rjmyAD4W29uG1RB2NtiuqozA7afDQ7X +J6lAeJv1Z6YLA1KmP87st1CByvq4q6cuMJDo3qWX/WUnLvzmn9byY2DZIVY6 +kfcfRvJ/j/yJZkBDU3L7CzslXNkeW/P2AQO7/rOTFBpWxPJnKhmusQzwRLFL +xz0UIffA3aEnkYGzs3ljnKE7YO/ZT//wnIEDtvqyYp+3oXcHpcX3EwPrgt7l +HLmggNQxwYAlJQy8ihvu3r5GAfYvjshFljHAu3VhZlOhPEZkO648rmLgeVfw +HiMuecxsoEtUUxiw+fjwoGv6ZgjyMc4KDzDwdW21bYO4DFqrdwimDJH2AZ2u +8hRpxId5fJAfZeCOyLn2S6HS2Mg5xa/JZmDOfGPXIFsK23/PvbGbY2DNjsr8 +Hqok9Ad5/uYIMBGWr1hjFSQB3mcH0jVWM7H+z0xF5BIJ1NvdPlQuxMSjsrIB +p3BxHKGtTGtbx0Sm5WnL6dgNsG1dq/9Xiomv5hynhKrF4FcuE31AjQlXjrMX +aB4iIIIcd7doMGHgJpjmu0IEXERGn7UmE6/5/xX6Za5F+Putqhf2MsFdMffj +yaAwYnP/6441YmLQruvauotrkJsC2X4bJuJ0VkUGfV2NqatTPHZ2TOjVHQq0 +9lsNtWMZY7QzZDwbNkSeUFyNj6tWve1wZuKwz7ygndIqVAXRdeq8mEhxWyXb +y+LH8lP3NxteYiJGmx7D68CPg7v1eb9cZkLM1jnSqGcFKBPZlGJ/JiQffIhg +N/Ghxz7gdN4NJkLEYggZ6nJsxH/7lW4x0dSnu9Xo6HLYbhiQy7rNxOMIwaSj +NB4Mthiz0qOZ8JBP6eKdWIZxXfGARwlkPGu/++5V5MYy+Y8JQTlMJHCNSen/ +4cSBJR7X/uWS+W0o0t2bxIk736Ttr74l6yF+t6iO4IRgfMQW7yImqLb2IyHh +HBDnPVF0tpwJLpELzLaTC8TpAYGk/kom7GeUvzS9+0c8KSsLtKtmgsdNKyFV +6B8hf3WLwcl6JmQThmySWv8QO8d+tx1qZ8J9i0QIv+8ccak6631dJxPK7g2j +hcO/iaKntsmGPUzM/a6/PXHiN6FtXeOw7zsTEZ7uiwz9WcKwIW5KdZSJaJbs +rXVa08Sp12qCEgtkfn02kqtiJoiCE79XUjhYMCtx+Je/aYJYuewD//UlLLDF +adSK7HGi1Fp7+chyFrav/xvNSGMT0ny6i/lrWMhMWNQyd2QQV99x/zsrwkLJ +VX4fqbQxosW2en69GAsKz4/8p/RjlAgtNJoJ2siC5BEdgVK3EWLQ4TDTeAsL +n4rDG9oLBgli9ZqxxW0sNOxQ0SwSGiTiPrYO5ymywLWg/MbMa4AwFLLqF93F +Qujrb+edtPqJlyU2Pf0EC6833lvvNv+D4HKV7IrTIe1zo6+ZeP0gTor0tRvp +snBQ6PGkM/M7we/m2Jx7gAWi+Hrp9u5vhPv681/9LViQu+fg5S3VS1R92VGt +dIyFxHKLpDKdHmKTJ7uy7zgLs682Cj49201Qqr1KDU+z8HL7BZOiik5i5yXf +QmEXFiQyFq9bfGgjIiQ131WfZ2H+K/luX9pG/Kz7m3fVgwWltCFHgyOtRIx0 +UM53bxZePDeK/b3QTMw23UjPCmRhbZyja/ptCmHmZ/j0dAgLY+LbHesmm4hM +Ob40oTAWbge8sXVpbyROBEQmXYlgoQfHa4++qyfyFEwTtkWyEM81ctA0t45Y +0bo6nh7FQt5A0OlPebXEp60xD3QfsnBhuQ/drKGGEG63vDcbx4Lfx6crFQaq +CbfgdVEvE1j4W3TNqmVJNbGxMyFi9WMWYgolhPgtvxBBYWnBvS9ZiIuYjGXt +KycELvMY2WWz8LwgpHnfozIiwdlNaPA1C30tgna3f5USbw/ufsrOZ5H3quwy +4YslxF7tVFfvQhYEIr7ECOsXE/WK3Lvm3rOQctKcIS39mRgUpFZylbAwGJHR +/ujXB8JriXrkzTIWOHZNFiWOvicWfyVZ8leywCtM+UgfLiJEO50H134l7alr +Tc/8KyAOpnAs39LCwuTUkbtKwW+JzignSnYbCwGHV/389zaPcAiuj9/ZycKm +34WWccw3xDWH+C1aNBYWVks8u+adS/AdXZgo/cYi38PmmeyQ10ScgcMHvT4W +6B7xUZu35BC5W5UPmg6x8GZJWbfoo1eEtnjsmtYRMr/81h0a9i+JWoG/PVYM +FpIehny3UXtB/ByvPm8/wYJt3Jjlw4XnhEjh6buX/pD1ZnFLFCx7SjzN/HJ0 +/h8LYp1h50QknxDKCds2BXKwIfe+zVN/XxpxIGD2dTg3G1k+T2Zl96YS7e6n +rggsZ8Pdb2aJbUEyYW9bsfc+HxsU1/LIvVpJhP/+KGriKjZSgiXU1lx6RPCq +Tj+SFGKjcnLzyAb5eCJW7qR9ujAb3WFOarODscRrXvmpHDE2HofXVZ2/G0No +/bnzUUWcjajJUiflSw+IGsbk9aKNbDyfMjkk5nyf6GsqFi6XYePou4SUqgvR +hEeZLE1fjo3s2ELKnRVRxN+8iPQ6BTbmdGttKo0iibWxR9XadrAxeP1u3m/u +COLJzU8Lx5XZ8OZ1LLobFE4o+kpX03ey8cHCQjJK4CZhaM06NqzORq2m1x4l +61Ci1cRC0m0PGyGWTRtviV8n7PBheEKLjamdlblljGDiqvQN3z86bHAOPAqj +eQcSPMIMnSBdNiQsffJ83QKIGG5zPm4DNq42ztntDvYjsoclElcak/lrGZ7o +nb5MhCeH2dIPseHkHzmWtdmHcDBnbs45zMbhGOLHEi9vYi+P5ViABRvFF1Z/ +uN3lRYh/+pRrcoyNyKzAz3MnPInfF2R9JE6wsUfH8fGGUQ+iZfMdTaY1G84S +j6NlTdyIiKiTVXfs2Vipvn/gXqwz4aRbcdvakY3bd7YvhF5xIvbNbT283ZmN +Hx9yEi8FORAbc+6L/HUh66+yv+hklj0xZz/fU+fGxh3jLJl987ZE6zr7tMQL +ZD25xY/eodgQufVfnVwvsrGPORCsOHKScFZ7NMHny4ZIguB69/KjhO4YR2G3 +Hxtf3b/FXPG3IDY9dvZ/eY0NrtnY4WlHc2LegqJzNZiN31/fbBj3MyPaeTV4 +jELZ8J/UfC992YTIK06tF7vJhrFidJq+rhFx9yLP/ZFbbMhL81SLnzAgXBQ8 +jr2/w4a4z7MteW91CT1au/itKDZu2KyLPmS8j5AkJWN1n432Z7WyFzftJf7q +P89QeMjGmlL3zXmHtYjOPwJuv+PI+ctm93+v0SDycy/trElgY0XqhcwPSapE +tCNtNi6ZjeRvDpxTX3YSruv1Pp99zManLaHfU7WVCf2mrBD1p2xcL93Yf3F+ +GyEdKmzI85zUq9qHszv/yRMLGv4CHZnkej0bP9Z/WZboYv5sfv6KjVV+RdrP +T0sR+U8OxvvksJHarLM2zEKCiD729pT+GzYS6I95rJJEifP8G2RE8tnoiUq1 +Gg8VJgzLQoYHCtgwMj506u2/1YSsz2j2u/dsGHw6tM6VtYJY3Gp+MewTmc8S +t1ibqmVE97f3GpYlbFyOFrz105mLKIiRWpAtZ6NrvOKzu98/7fsHblX8qmRj +9Y43QRqnZrXdF8bDK6vZ4N/RYBJ2aFLb6K3VoZhaNgr6xerrLBjam51L1zg0 +kHqKs+bsTRnQ5pBQ6FKhkP3h6KlvK/Fdu5calbKkhY2JDXVcaxc7tItuzJ5p +aWPD8JSmS48tVTtG8/SWp51s6JyY/9SZXKN9YbyK5dVD1nN01UjCQqn2wXTF +/H10Nsqf//njUl2gLXci1lfoBxvS8RU58f7Z2lyrFoi+n2zYGe96Im36RJte +4bg0b/D/9v+6rqQ+1P5wpeFr8AgbPF//08lYvKkdu0M16jCD1EOl3fDRlCva +nn1JFlJsNpJUg7wbq520jeOWrp+YIP0HeiqdMzXXVjA+/630Fxu9fhEzC4vq +2ks5W59Fz5LjnCYrFWpEtL+/03SxnWdD6Febkh/HsNYnl6dKyv/YuBY42e3E +Ga8Vt2nF9OIiuR5hHdyJq1Q1/gd8evlJ + "]]}, + Annotation[#, "Charting`Private`Tag$19036#4"]& ]}, {}}, {}}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->{True, True}, + AxesLabel->{None, None}, + AxesOrigin->{0, 0}, + DisplayFunction->Identity, + Frame->{{True, True}, {True, True}}, + FrameLabel->{{ + FormBox[ + "\"|\\!\\(\\*SubscriptBox[\\(Y\\), \\(lm\\)]\\)|\"", + TraditionalForm], None}, { + FormBox["\"\[Theta]\"", TraditionalForm], None}}, + FrameStyle->Directive[ + GrayLevel[0], Bold, 20], + FrameTicks->{{Automatic, {}}, {{{0, + FormBox["0", TraditionalForm]}, {0.25, + FormBox[ + FractionBox["\[Pi]", "4"], TraditionalForm]}, {0.5, + FormBox[ + FractionBox["\[Pi]", "2"], TraditionalForm]}, {0.75, + FormBox[ + FractionBox[ + RowBox[{"3", " ", "\[Pi]"}], "4"], TraditionalForm]}, {1, + FormBox["\[Pi]", TraditionalForm]}, {4, + FormBox["205", TraditionalForm]}}, {None}}}, + GridLines->{Automatic, Automatic}, + GridLinesStyle->Directive[ + GrayLevel[0.5, 0.4]], + ImagePadding->All, + ImageSize->Large, + LabelStyle->Directive[ + GrayLevel[0], 14], + Method->{ + "DefaultBoundaryStyle" -> Automatic, + "DefaultGraphicsInteraction" -> { + "Version" -> 1.2, "TrackMousePosition" -> {True, False}, + "Effects" -> { + "Highlight" -> {"ratio" -> 2}, "HighlightPoint" -> {"ratio" -> 2}, + "Droplines" -> { + "freeformCursorMode" -> True, + "placement" -> {"x" -> "All", "y" -> "None"}}}}, + "DefaultMeshStyle" -> AbsolutePointSize[6], "ScalingFunctions" -> + None, "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}}, + PlotLabel->None, + PlotRange->{{0, 1}, {0., 0.7299197810788576}}, + PlotRangeClipping->True, + PlotRangePadding->{{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.05], + Scaled[0.05]}}, + Ticks->{Automatic, Automatic}], Scaled[{0.5, 0.5}], Center, + Scaled[{1, 1}]], InsetBox[ + TemplateBox[{ + "\"|\\!\\(\\*SubscriptBox[\\(S\\), \\(22\\)]\\)|\"", + "\"|\\!\\(\\*SubscriptBox[\\(Y\\), \\(22\\)]\\)|\"", + "\"|\\!\\(\\*SubscriptBox[\\(Y\\), \\(21\\)]\\)|\"", + "\"|\\!\\(\\*SubscriptBox[\\(Y\\), \\(2 - 2\\)]\\)|\"", + "\"|\\!\\(\\*SubscriptBox[\\(Y\\), \\(3 - 3\\)]\\)|\"", + "\"|\\!\\(\\*SubscriptBox[\\(Y\\), \\(2 - 1\\)]\\)|\""}, + "LineLegend", + DisplayFunction->(FormBox[ + StyleBox[ + StyleBox[ + PaneBox[ + TagBox[ + GridBox[{{ + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + Opacity[1.], + AbsoluteThickness[1.6], + PointSize[0.5], + RGBColor[0.880722, 0.611041, 0.142051]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + Opacity[1.], + AbsoluteThickness[1.6], + PointSize[0.5], + RGBColor[0.880722, 0.611041, 0.142051]], {}}}, + AspectRatio -> Full, ImageSize -> {40, 10}, + PlotRangePadding -> None, ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"], + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + Opacity[1.], + AbsoluteThickness[1.6], + PointSize[0.5], + RGBColor[0.368417, 0.506779, 0.709798]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + Opacity[1.], + AbsoluteThickness[1.6], + PointSize[0.5], + RGBColor[0.368417, 0.506779, 0.709798]], {}}}, + AspectRatio -> Full, ImageSize -> {40, 10}, + PlotRangePadding -> None, ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #2}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"], + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + Opacity[1.], + AbsoluteThickness[1.6], + PointSize[0.5], + RGBColor[0.560181, 0.691569, 0.194885]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + Opacity[1.], + AbsoluteThickness[1.6], + PointSize[0.5], + RGBColor[0.560181, 0.691569, 0.194885]], {}}}, + AspectRatio -> Full, ImageSize -> {40, 10}, + PlotRangePadding -> None, ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #3}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"], + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + Opacity[1.], + AbsoluteThickness[1.6], + PointSize[0.5], + RGBColor[0.880722, 0.611041, 0.142051], + Dashing[{Small, Small}]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + Opacity[1.], + AbsoluteThickness[1.6], + PointSize[0.5], + RGBColor[0.880722, 0.611041, 0.142051], + Dashing[{Small, Small}]], {}}}, AspectRatio -> Full, + ImageSize -> {40, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #4}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"]}}, + GridBoxAlignment -> {"Columns" -> {{Left}}, "Rows" -> {{Top}}}, + AutoDelete -> False, + GridBoxItemSize -> { + "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, + GridBoxSpacings -> {"Columns" -> {{1}}, "Rows" -> {{0}}}], + "Grid"], Alignment -> Left, AppearanceElements -> None, + ImageMargins -> {{5, 5}, {5, 5}}, ImageSizeAction -> + "ResizeToFit"], LineIndent -> 0, StripOnInput -> False], { + Directive[ + GrayLevel[0], 14], FontFamily -> "Arial"}, Background -> Automatic, + StripOnInput -> False], TraditionalForm]& ), + Editable->True, + InterpretationFunction:>(RowBox[{"LineLegend", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + RowBox[{"PointSize", "[", "0.015`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.880722, 0.611041, 0.142051], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.587148, 0.40736066666666665`, 0.09470066666666668], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, + 1.35 (CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification])}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.880722`", ",", "0.611041`", ",", "0.142051`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.880722, 0.611041, 0.142051]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.880722, 0.611041, 0.142051], Editable -> False, + Selectable -> False]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + RowBox[{"PointSize", "[", "0.015`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.368417, 0.506779, 0.709798], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.24561133333333335`, 0.3378526666666667, + 0.4731986666666667], FrameTicks -> None, PlotRangePadding -> + None, ImageSize -> + Dynamic[{ + Automatic, + 1.35 (CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification])}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.368417`", ",", "0.506779`", ",", "0.709798`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.368417, 0.506779, 0.709798]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.368417, 0.506779, 0.709798], Editable -> False, + Selectable -> False]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + RowBox[{"PointSize", "[", "0.015`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.560181, 0.691569, 0.194885], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.37345400000000006`, 0.461046, 0.12992333333333334`], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, + 1.35 (CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification])}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.560181`", ",", "0.691569`", ",", "0.194885`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.560181, 0.691569, 0.194885]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.560181, 0.691569, 0.194885], Editable -> False, + Selectable -> False]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + RowBox[{"PointSize", "[", "0.015`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.880722, 0.611041, 0.142051], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.587148, 0.40736066666666665`, 0.09470066666666668], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, + 1.35 (CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification])}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.880722`", ",", "0.611041`", ",", "0.142051`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.880722, 0.611041, 0.142051]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.880722, 0.611041, 0.142051], Editable -> False, + Selectable -> False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"Small", ",", "Small"}], "}"}], "]"}]}], "]"}]}], + "}"}], ",", + RowBox[{"{", + RowBox[{#, ",", #2, ",", #3, ",", #4, ",", #5, ",", #6}], "}"}], + ",", + RowBox[{"LegendMarkers", "\[Rule]", "None"}], ",", + RowBox[{"LabelStyle", "\[Rule]", + RowBox[{"Directive", "[", + RowBox[{ + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + GrayLevel[0], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> GrayLevel[0.], FrameTicks -> None, + PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, + 1.35 (CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification])}]], + StyleBox[ + RowBox[{"GrayLevel", "[", "0", "]"}], NumberMarks -> + False]], Appearance -> None, BaseStyle -> {}, + BaselinePosition -> Baseline, DefaultBaseStyle -> {}, + ButtonFunction :> With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + GrayLevel[0]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["GrayLevelColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + GrayLevel[0], Editable -> False, Selectable -> False], ",", + "14"}], "]"}]}], ",", + RowBox[{"LegendLayout", "\[Rule]", + RowBox[{"{", + RowBox[{"\"Column\"", ",", "6"}], "}"}]}]}], "]"}]& )], + Scaled[{0.54, 1.01}], ImageScaled[{0.5, 0}], + BaseStyle->{FontSize -> Larger}, + FormatType->StandardForm]}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->False, + AxesLabel->{None, None}, + AxesOrigin->{0, 0}, + DisplayFunction->Identity, + Frame->False, + FrameLabel->{{ + FormBox[ + "\"|\\!\\(\\*SubscriptBox[\\(Y\\), \\(lm\\)]\\)|\"", TraditionalForm], + None}, { + FormBox["\"\[Theta]\"", TraditionalForm], None}}, + FrameStyle->Directive[ + GrayLevel[0], Bold, 20], + FrameTicks->{{Automatic, {}}, {{{0, + FormBox["0", TraditionalForm]}, {0.25, + FormBox[ + FractionBox["\[Pi]", "4"], TraditionalForm]}, {0.5, + FormBox[ + FractionBox["\[Pi]", "2"], TraditionalForm]}, {0.75, + FormBox[ + FractionBox[ + RowBox[{"3", " ", "\[Pi]"}], "4"], TraditionalForm]}, {1, + FormBox["\[Pi]", TraditionalForm]}, {4, + FormBox["205", TraditionalForm]}}, {None}}}, + ImagePadding->All, + ImageSize->Large, + LabelStyle->Directive[ + GrayLevel[0], 14], + Method->{ + "DefaultBoundaryStyle" -> Automatic, + "DefaultGraphicsInteraction" -> { + "Version" -> 1.2, "TrackMousePosition" -> {True, False}, + "Effects" -> { + "Highlight" -> {"ratio" -> 2}, "HighlightPoint" -> {"ratio" -> 2}, + "Droplines" -> { + "freeformCursorMode" -> True, + "placement" -> {"x" -> "All", "y" -> "None"}}}}, + "DefaultMeshStyle" -> AbsolutePointSize[6], "ScalingFunctions" -> None, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}}, + PlotLabel->None, + PlotRange->Automatic, + PlotRangeClipping->False, + PlotRangePadding->{{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.05], + Scaled[0.05]}}, + Ticks->{Automatic, Automatic}], + InterpretTemplate[Legended[ + Graphics[{{{{}, {}, + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + PointSize[0.015], + RGBColor[0.880722, 0.611041, 0.142051]], + Line[CompressedData[" +1:eJwVV2k4ll8fFBUVsqQQKSQVkqKk7lEkpEXIGrJEshf/omxRKKREiRASsm+F +kL2FrJGdeBbPciftpNf76Vzz4fzOmblm5jpnk53HKUdODg6O6CUcHP9f9R1p +nXV0E0JHZNTPZ63/gaVa4p6jYrthyPgXbqaqhl0pD5JKxLQxF+pj+XP3aUxK +yAb/J3ccx03MjL3mnHG0ra84WcwYxWIO8U27fSF7WzLzn5Q5BIfFOVXMgzGv +b59wVs4abmaRD/TmwjEd2tN4Nv4sdum33zLmiIWpw89Xd8UcUPvN6XfW7ng0 +aolXNCSdQ8YVzsbH4klQljlQ+E3qPIz+jR6RME9DEqdt9ub0CzgR+duv8m8G +eCZCnpyWcwerPKZ+69wzVI51tTUYeyIx89rYecM8eJ500LeK98Km0490D3AU +YXjHTa0osUt4+Y+meWN3OeJSROs2W/og3/1djI7gS+ivztlfk+QLee/vYe7i +1Shnv1clpa6gyWyz8R+z13C1ti6+edYPy5ZMqW3d2ADpdlJpY7o/Zh4n3bj1 +txHReULyhnIBqP964Sf9TysOS2Zk0J0CUetsMzAl/g4BzYkCr42DoKDHmb/G +sA271RSizOODkbdb7Pgyjk6kipy4ESkWir+XTrzauvsj/NsSGk9XhmIm2vv8 +TFIfToeNccpYhuEKfd9Mp8An8H73CqxKugHRldF7h8WGcLkn7jJTKgIlRaJL +oszGYXR7uPxFXQSy+df+OKU+ASVtue+hZyNRyZj5liH1GSvm3XcZct6Cwcwz +MmTVJCZLKrwk02/hrcN4H3N+ErUXOArpWrfxdjPj8cTsFBJl9Nhlk7cxWFir +6vCFAt/BWIWQsCic+htVGWRJheG9AZfjctGw/OPrtn0RKxyVyRZvicZ48B/j +HgsqeLhcqRSnGHiOSXr5L2KblwtFtcZ3kDhmfqTRnAqRrXeUzOJjMaRx2FXT +jIpgnpItEWJx6AnZkzxhTMW2I7HhxZ5xUBwQ/eewiLvCPOiDLXHQalY3mjKi +QpZLIVfJ9z42Rvq3jp6iovlvhlJPVzyCheieVSep4J2NV5W6/RCXlgaO8RlQ +UbbTJ17380O82i3T536UCmtPo59e+xIxETRd0qZPRQFr9ctGWiL0cgQ2hulR +cYoWvt/lcBIemnM3DuhQ8WDYT6ts4THcoy5ulj5IxUEJ84wRkxT87ZArOKtJ +xbTFnmU8eSkw6MXGFFCxgXnFPk8xFW3MgRfCBBUe59U2cwylojCny2JyHxVC +DgXPMvc+gdPD4oFNu6kwM08r+DKTgSVOIikCm6kgB41XPhHPhF5q7jEpWSpu +WPM4GmllYtW3D9sVZKgosfcQL4/LREz2P1/NTVTwux8I89/zFK8X9tYbSVLR +FPLJYvm1LGQ2uY3LilCh8lxwuQRPDubla9q9uah4o9Rk26acg9bKj4m6nFTY +Fl2uCjDPwRvnjc8lllARVT7qOZ6Tg0H6j/e1CxTQ6vIGnx7LRYXs+YAvvyl4 +3KtXtPPec8S29/otkBSs+hdsdWRDAVJS+sXfD1Dw4LyptYJOAfbp9eh5faJA +tkfBVtC9AHp1DfVr+ikgsvvsB18VoL6y8+7pXgpeZseXVSgVIujZ+ebmDxSw +jJjVR9sLUZTCMWbaSIHJs4R3F/mKYcF921nzOQWbDdm0hlulWCYtr73/PwrE +A4/sc0orxYMnnveMfCgQyEu9tbKiFE9EaHLnL1Lwh8dIyXCiFOJf+HqiPSjo +qKu4OLK3DAb0geEGJwr8lIMXfk2VIWJ068deUwraV69Zo6RZgcrJFJNkNQr+ +a1fHg28vMXb8h+tH9hT4lcqm3vBUorbAqSGdOYWMKOXbcxKV2O9Wc9Fjegqd +Bls+WR+uhHxP6CtOyhS2v1tzcXN8JXiLrCTWDU9htIV8WrynChKdG4Z/vZ3C +kdeZ/G1+1UioknZIz5zCulLBkSVLasGY/O5YeHoK5RNa7z/sr8eqqjeSog8n +Ue+SvN6c2QhfoXzX3NbP+C53YHWeWwtKDvjrz32bAOfvXIH1m9+iI/lffNq/ +caj9sy03yn+PH90G40/4x/E+dHd787YP+CP8QZwpNgapO4zf2ewOZM24B84I +j4Dxc3SkV7kLAiurLKYFh5AxXfWWP7obEzUaMw8+fwK/ZBY5OdkDic3x6ksb ++3D7fNm5VNmPsDZwOtrU2YsfmrmTzoF9EN1h0OrZ0I1LKo2laxv6setBYLs4 +vROj+Y23OjcN4GjQSXXTPx8w59LzaKvfIMy0Vz/ncHqP7Qe5F85VDaF7KG0q ++tAbHHmyyalo3QjMhB83vhFuxn+SNtLjVqPwTozpkDFqgALTZFXfsTHEvuA0 +WPqxDsKrv/A0/hlDeOnLM2E11Vha+6hAJmkc1UzBR433X+DC7qpPK45OgL5D +ubl80Ue5enapNT8mQLXozmhZUYTvDHEBSvxnsBhHpXxPPkeZ0RGuOO1F3Yd6 +/EtHniJQNyyllDIJ3b6xuxcCnmDTsH5/etgUbGt0WINpyYis1ygwCZ/CKZXp +7f+FJuNrlsIN7ltTkFKUE9rilIx6b/7dF+5MgTOtp7BRIRkOPF0xKo+moONw +V+3HiyQ822V+5HXhFNZuiJ040PsISpFO5SODUzgu4xQoIJmIfXtC48RUKFAy +ien8QY3HRzsxteTdFDwz3+Gr0BmPi9H5fRv3UFAj/jPNqzIez6f6xeX3U6BL +D7NQiYrHhjjFNDUdCpgqXIneu+LBOfMxz8iCgknRdPu5kPt4l7O1JSqEAg3H +YM1lSnGw2vDh95JuCva8lWy0LY4Fv5h3WdVibq0yZsIoybF4LSzi5bOY6wp3 +KcbViFjIrbCk0YYpCB7o9B20jQU5S/n4gbaYy6ZhBWeBWIS8WShJXuyVkpID +3nned/DskpK7+jYqLGoFh6/djMb3t1ETnsFUvMptvc+pEImhVb3O89epUGVE +fjThi0S9gQR58wYV7jLXE+rYEbjTnjP3+BYVRavkXo0XRWBbV8uatvtU5L8u +GLRXj4D1pyVHtuZQwehOTzp0LBzNVJ/c8S4qzpqbvuYLv4EHS60vnZKlQa11 +hoehcx0L9utUO+VoSKWf2jGpdB0ODR3fT2ylQb3d3JFcex3KIVr/HVOiYdT5 +2fRRagha/8n76e6lQZt12JE7IgQ//8wGEgY0MKNq2u52BOP0TMStbZdoCGzp +OHnLIwjVJ7UMsn1pWLX0wH0liyBIF87zyl+hgcJY9nlcOwhsd4/ozQE0XLjr +x3lLPAhhTOPYjeE0XGyqlIyLCkQpVSphbRINFnNymQo6ARAeKXvC2UjDtn3n +pPp7/BHNe+1aRTMN8tvXsXpz/bFSQ9vM9Q0NocHnSO7r/uB80MX3sZ2G9W2l +ZuM7/fHVkLyc/YmGCJsVgi9i/dDRJH/iJEmDZmgc7br5FdzOezSXLE7H+Pfo +3WIr/gPPkN3HU5J0MC6Mf3eb8kXoym1F3BvpuGTzuvzba1/4O70457WZjpao +xO8e/r5w2dTbqa1Mx5n9NTxnvvhA9z7/M8ZhOh6qn3dLH7+EZdeCjdW96OAe +9+IxHPdG6Qzzd+1FOlRiIqSSG73hcM4sRceXjrTl/xYWsrzReGLHtJE/HVcd +6NxqHt4IlR4OdA+jY67vSID0Py8sbd2bm/5wcb86+9KArBc4hb8s4a+n49PU +trd0fg8U37TMimukQzbN6p3esDvs5psN1rfQ0aWyLeFDrjvqp5IT5N/TQarY +i6fouSPkxVFFrY90rEyE4o+bblhinWV2eZoOVdfvo7arXcGRbV0wITSNooI8 +Sz3d82hm9rmniEyj/cKrgpXi53Fb2VDJSnQan7m2DMkynbHuhVZer+Q01muJ +Df284wylFvncVvlppHsvHQkbdoLV1Nen+cQ0sgvfcSmHnMPLTTcf+7lMo0dW +9mHZT3sEOHJY73GbhtaOhwuTHfbQzr4i+c1jGuNrb1x2zbFHh7JrkpvPNGwD +XpYvsbYHDYaJtkHTID5nab1uscNa6/XxOvHT4FAN7/fJPLvYowVRQvXTEH9q +1ZskYIOK+cSb9Y3TcOPP/m7XaY156xvB3i3TcE+yiWy6a42bMmd8ut5PQ+Ay +4XlhrTWSnq88c7dvGlxXfonKSJ9BU42jghBrGrInbo6Q+pYQ/bz+naAoA/PG +e964j5rizGHuptfiDNj9ZLxNyDXFk6yvNV6SDJRLvvq98rIpFFzfFHdKM/CF +093nu6ApDn73TYxVZOBK7LnYbL3TcOHuOi+oxYDL0dZl/q3GeLU9nEfQnYFJ +olvUg+MU1HrWtd31ZOD4y4VNlp8MUXg1K3bNRQYO1gsoWhYb4klbs7joZQbk +1/CbHnY0RLjHMkWpEAZ0Ds7TvrWdxKmSEEPFeAaSnPuc6kxOgLrvWqJeDQNz +e68UzG46CtvPvDbv6hgQiNK5nzehj4FbSTLHGhh4uEVr7Gm6Pt4PVT0/2crA +06cfEufk9FEc8KfGtIuBSL0FCx8VPVyt/++zI4WBU8wKK+qZIxDU91YI4Wei +vz9ws9sSbaS+Xr1qnyATT8aXB1LeakFZPY8+I8yEWFmQ2Y04LRyXpz09K8ZE ++vIS7yNbtRC53HrTQVkmFMI2W2SbHsLSBr21HPuY0Ht4s2q8VRP39lG/Vexn +wieRx2DugSaki0O7PcBEAVdPj+p5TWim1d4Z1WYi+2puickqTVwLVF1Ve4IJ +noHDp8eyCPzQ2MQR4MiETJ6tnR2pgbCSmhFVZyac8rfv4kvSwJrtVq9YLkxk +ar49/U1XA7vEE/zOeC7Oe9d+zSVzHzx/8X7f789EcEj3jN45ddBLf9Hn7jDR +teZiatTKPRhS7Oi+Us1Exq6xX/s6VZDCELzGVctEqO5dCYcEFdhlG8lFvWYu +vneu1704owK6bN/l1GYmzm605pBi7sSP9SOSLR1MXMxYSRFbvROCK5lOa6aY +aJax4TD5pISeFkXBx1QmvKZ2pdv5KOFBmEfllmkmGlnt7BghJWxYMsurQTLh +2CiyFMcVofDrd9HZ30z8TrW5WNG1HToU7vl8PhaqR4ZDby/fihUZepl7BVh4 +zGwn6wrl8f7sreP1QixotZx/p20pD6Nh/rTedSyYmsesQ9kW2PaI6MxvYuHi +7MKMhZcc/Otl7uipsaCelS3tJyALIshRvXsvC3oCaVdcW2TASWRNWGmw0Doe +f/BEkAzCX25T9dRk4buBpWb3V2nEF+4ciNdn4YTZkOrB8U0ofAzZSWsWEspH +t/DXS2HWb5b77FkW0kpLvBL0paBmmsUYtl+8r1qPTmTvBlStXl3S58zCZMVM +bTlTEs1BIwffebMgphgtyK0ggUG7azbFN1jIPlWgKkARxQbs1NoRwcJ4yiWD +qmBR2K6fknt+a5GfShevm5QoKN0G7Mw7LJALj8qDbdbhi7bEtYeJLISO/jnB +yxDB8i1ViUH5LFxwVD81oioMPS6PgL+FLCiXbNdLnRTC7VFpO78SFjZySm14 +cU8Igg8it156wQJt8RM6MisIiRUWL5zqWeBb0/b6U70AVBi/eo9/ZCEo7PLr +Txv44NPy/OW7fhaGLjwZkXzIixfptsm6gyx0Tx4b+i3MiwNWrQ6Hxlj4T+Dq +kViRVdBtS5hVnWaBsiNBOk9uBc4UqAlKLrDA27dz6b3kZSi3+MXfwcGG3RaW +LEN+GfiXV/Je52KDe4WHmE75UtRZHeCh87ARbOqaPTHIBemV2v9KhdmY8pRq +pe/mhF/Zsr9Oa9lIvNRul9WxBN22LX/ExdjYNrfg9cV1CUIr9H8EbWDDoJ3j +2JYsDlAcDFkGW9ngE2FYfPVcIAgBYca/7WzwSB8jFKv/EglVPbRiJTak6fwy +uav/ErpCZpOiu9kIb0ztX6ibI3JqrQcnCTai57v63TR+E+7irm+uGrNxTbw4 +q7LqG9HcpNiyw5QN+vZHEj6q3wgpL7JxwpyNraz9ltyFs0RHi3edrg0bVI63 +FxfKvxIqPlcq1riwYXwrnYe37wsRuVGjrMV1ke9MnR2f4xfi87v5Yj8PNuxn +L1l5fiWJOOmg/LFLbHjneZy+cIRN/PxwI/N5IBtKBQ9mbUQYxEl/3XSbEDbe +RRp1vjCfJp7JrUwTCmPjOPG7/2wKnbC4FpV0OZIN4evaiRlKNKJ6W9w97fts +RNh7UNTDpog1H01ifyawwdqlksA1NUm4Ba+LyUlkY9k7q7y/hyeJDf2JkQKp +bKSmBahdX/WZCApLCx7KYSOutPpo8sAYwfcft/7ZPDY4pm3GPliNEYnObkKU +AjaCNE5Ej9aOEiVH1dPJUjby/2gakZ3DBEWws5Gzlo2m4VX+Jd4DhDfXnqib +r9mwOmcuMJL2ifj3LcmEt5ENUmFNaW5XPyHa70wRebPolyAHc2X1PuLoYw6e +rd1s/CwIUV/r1kP0x5zryOtd1P9xQMX1hm7CIfj9A5V+Np43r06wWt9NBDg8 +2Lp/mA3elLn0kx86icJtykdPUBf5eYRdzvzWThyQiBfuobOxkdvbgYPeRrzl +mx80Y7JxeD1fbP3oe+LzlxZXuxk2NH5ys672vCU8JxRVqbNsrDc8t9+n6w0x +333v74UfbIzrefL2drUSEU2/m778YsNdpMU1qbeFWFthE+0zx8Y9+/fHysaa +ifRnTaf//GVDdqgjI0KkmVBO3C4VyEHijLNzvIlBE6F37WdB+DISGlZOfj21 +DcRH9zOX+XhIaK7jC7s5X0/Y2TZo3l1JovB2vYWKRj1xVSum89FqErOXbsR7 +1NQRK1S/P9woROJax5AwJ1cdES9naZe5hsTNM5kiYvdqiIIVW2bzxUio2b0I +2SBWTeyfu121S4KEVxzzAGNJFdHK/Hr9xQYS87Wx0y2sl8TEh5o19TKL5ymF +Wxa1VxAer2WHdeRIWOzkP1jTUE7MF0dmvpMnIfjU3WKwqowQiT+t1qtI4jCn +2HmdshLiyc3qBXNlEquERAPiyosJpSvSLSMqJDwmLZfPVhYRVS7hMfaqJM7J +HhG0qy8kdK3YprQ9JLyduUKYnIVEzzHjjW77SPyq1hNOz80nzqKSNrOfhPkO +8dI2kzzCT/rGlbmDJNT9Xv7Vrsgh8miSj/gNSDxefoz+Kj+TCE8Osx05TsLv +0GThU6MMwuEUa3O+IYnQvb2pSxeeEJrcJoxrxiQuhW7p7stLIySqqwuPmS7q +rXv57Eb7VOKXp6yvpAWJfWbf3lRrPCa6N9/WYFmR6KiixymcSyLyB2Y5XtmQ +kHrGkyPOSiQiYyybb9uRqCtTdL/v95A4p91wy8qRRNG3e3+T+B8Qh35vM1Rw +JlHw7MfFndnxxG+7P4Pv3EjMdUqFLPl6j3BWeziz8gq52F/SC8EZUYQ2g6Ni +wJ8ETbFHz1H1FiGV6nw1J4BEf9qhOfvucOKPccdBv2ASTsY0zYCAG8THFXu5 +9UNJmPRBt1QtlCiuSXkvdnORD3/jgeXzwUT0Re679AgSw0fGHtKSAgkXeQ/T +l7dJSO/kOiNbfpU4PPxRIiKGxExUYsNyY39i411iwuwuCQWLSrmnf64Q8zpP +s+Tvk/AkSlI5cy4TpYU+Kq2JJNrCNmBW2peQDl2jy/2URPwKkbdl17yIhb1X ++fqekfgbMHZb08WT+MT63PU0l0RcqvQhoVp34o5pyRmdIhI1pdclnrW6EK68 +62XWlpJQcW9bn0d1JnRfh9CmyknwOfuaKYk6Ef+2nboYVk3CULpb5GmePTEw ++nKvSS2J9mr5T0lCdkR53KYF2fpFfY5ushGIsCXcF76EN7aQeMZWNBoytiT0 +S8yOx70lEespblCUY0Zsdq4Tdmgjgd07c4JkThNDnTGPubpJfA33MlsdYEi8 +uPHTvruXhF2C7/LHtceJOA2bren9JCavj94RfqNPeH5pZnsPkgiLcUkOFD1C +HM1UKj00QuLQCoFLE3lahJxF/BWh8cX8bLtouj9Ck+BcvUBMfCZRHt60Yr2J +BjHS4Li0mLLIh6fY+bmMGlF5ue1NMH3Rr5d/KCsG7CTiFVVjDJmLefV09tN4 +s43wmkgy3kSSkHdpqpzPkyEMEpaKz8yQ2Ln9kOUBk/WEvIHraN23xT65FHlH +K0CQWLqkJ+POTxLKXx/niOVzEWNlGi62fxb98spm7lzAzIFql/Qdyn9JbL1u +ejU3oPNAgtSq7//+keg713N2w0rB/f8DlSNJ+g== + "]]}, + "Charting`Private`Tag$19036#1"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + PointSize[0.015], + RGBColor[0.368417, 0.506779, 0.709798]], + Line[CompressedData[" +1:eJwV1nk8Fd0fB3CJaCNLiy0RQkg9EsV8EinSYk0lSURSyFIU4gnZJUuJFkuF +7ESRLUubnShE7o17ufdOPRFK/Ob317zer++ZOed8zpkzI2PvZubIzcXF9e8i +Lq7/X40dGR21TEsixilK3G4LHTz64u5DYhoQ5rL0P0X5nwd3UkvEDBCb/CLr +JGW6pFzQZYVDqPN+efs45QMtvcVpYhbQELbeZ0VZLkoqa0H6GA6K3q49QnnO ++EzyaQVbaJm7LhhRHr/R3XA66TSmeuiL91A+6jD9Kl7MAae6/rZoUW7QFy9/ +nXoWq4srTqpRVt+oWzgpfQ6x/GtLZCmncttly2ech0iaeOtqyvwjwelWChdR +6tiYz0f55XBny2sLdxy/KWY5o0aH+xEHY5skD5QdF6sbozy4JUw/WswLPhYK +4/WUEx6sq5U/4Q3DNdpP8ikbC+boVKf6oKiKW/ku5eecD9tJaV9MzTZfd6Hs +amtbHHbaD5nZ7yxMKcu2kmobMq4i1i2eo0k5Jk9Y0VQhAE7+QZ7zqnTslcrM +ZDoF4rJNke0w5YCmlFV1FtfxO7BcsI6yhqZK9LGkIGxsP/Y6gPLD1YdDI8Ru +QCUnzGNChY6rLckNVi9v4L7nbORrylYhw9wbT4SgpdPVNYXyiimPwMrUUOwO +9Qg0oHylO+EKSzocqml5nPDNdJhHDT6vqA2HQPo3bWvKagYKUzdOR0DW3+qA +PGV6SbmHVEYkbg4vqqtUpsP09meXQwox+Dp5ZuaTEh0qBzZmizfHYMWvvT73 +KfMvdh0bdYrF1t8ZL09TPvVivqjGIg7am2eT6Ip0rFaKU7NOugWm75oH/Zvo +COIv2RQuloDsvZt/xcjTobzv1s1id8os083alDtD3Jj9zQn4t7L5+1c5av8s +VslV80lEmfOQyhbKTX8z1bo7k/Ah6N/zFbLUfH8mbZeOuosPVXeFQqXpKNvq +nbSfdhdmDnHmYpRt3c2nPXam4JQBRyF3PR0FbMEXDYwUmGaqBb+TosOMcVPH +ZW8qYpgzK2Yk6Lgz6KdfNn8f0+16oQLr6NCTPJb5xfIBIuc8GRFrqf16fAcv +f94DGL89O8hLeT3L90ye6kO8CWMHTq+mw+2cpjzXwEOsT1HMeStCh7BDwdMs +rXQIiFzKVhKkw/rYo4LvPzJBjwgS+sRDB9lvsSxdPAuHy+mN/1AOteV3NNfP +wvmiPiJ6MR0lZ9zEnydkoa/lc4AONx0CF3VDru54DP5IxZ1RCzQ0Bn86vsT/ +CeYZcWXfZ2nY9kxoiSR/DsRf1IS2sml4q9Zo16KegyCILOambFd0pTLgWA5e +CcXv02DREP18yP1rTg6Uo24pJY7TwKjN6398MBd1MzKW+8douN9jVLT19jO8 +avNx8hqmYflCkM2+9QWwtFF2oXfQcOfcUVsVwwKsnemammqnQa5bxU7oYgFy +wyaPLaFMZPee6X9VgDQvpWcbW2l4kZ1UVq5WiNtPLK4deUcD25xVdaC1EO9b +2iYu1dNg+TT5vefKYkis3yI0UESDvCmH8TqyFMf5i4/sj6ZBPHDfTqdHpeDx +vFr/K5KGVXkPI5eVl+KtQiI9I4KG3/zmaqYjpbit+3jn7zAa2mvLPb9olSHf +r1EjOZgGP/Wg+ZlvZfgkNJoYf5mGVkFRUbXd5Rjtra2Os6Phcqs27ky+wHXm +hj8VajQIqJV9e8v/Ep0O1YFbVWnIjFaP+iP5EieUjnGebqahw2TTJ9u9L7Fq +qVdEgiINm9+LesonvYS/dVODrSwNQ83k4+Idlchbfc+nZjUN++qyBFr8quC5 +fpN/yZ8RrC0V+rJoUQ0uV8/zeTWM4PmI/oc2nXpIxG2J7SZGUO+SJnGM1YAf +B5yjjuV8xZSCrmDehWbo3aNnNgl9Bfds7ioJ+Xdo88wQSLMdhuaC3XPz/A9Q +uzfYpmQ9hA83NFqblNsg27vRTZ4xCOm4idlsTjs2ydzednL/ACamh770qHci +WsJD17XiMzLHK98JxHRBTNFj87u/fRCQekLS6d04qSEdv7C3F1Hnys4+lPsI +p4W7NQ9yevBrdy7dObAX/q2JQQ2cLnhtayhd87oPq/4zGRi27MRQfkNkh8xn +LDX8LiaW2Y4/Lt33lPz6UXut71PMylZs1uObP1s5gIRjdM1p+ffYly7jVLT2 +C5jTnNp3sm9wWeqU7FebIchG5596eLkRKizL5b0Hh/EmQGPoxkI9RAS/8zf8 +HkbnI5XL+QG14Km5V7Ax9Suy4nn3+GVX4bxG5aelB0Zw18Yts+REBXKN7B9W +/xrBGYWsiYiwUkxNiK8aTaLBwZzpPXa4CGXm+xYnGFDneuNsj7rzMwTuD3lQ +Okqd00fKWz1MnkBm0LgvI+QbXl0t4ekcT8fOHTcSxLaNQiNk4o3z0zR8tBfT +TNMYxVu9oALnqDR4xuT3btgxin1POtL93NPw7FufuKLOKFSuCt/r1krD+gTV +R5qGozD2SNeze5cK7h8f88yPjyIqYri/4/s9vM9Rao4OHsXOI7Xes8YpsFnf +NruoaxQJ6d6lKv8kQ0DsUlllzyjUPzW+DBdLRp3Iag/vvlGMzCnZ/V5IgsLS +EwzG4Ciatc3Pr2lJAvlz9GMbYxTjLo8qtJyTEPx2viRtnqondHZKpyfiqZfa +RW3lMWgNS2UZyCVg6l30iHvQGGJu73AwtLuFgeU9znP/jsHrSllJickt1JtI +kmGhY/BT8/FX176FuNacP/cjxyD7OPSstfAtKHc2i7YkjsGziv+LXWMcbD8t +2qeUM4ZF6mG9h9Ti0DTmnfu1cwzxIq/K6WticIfH1stMjoG85Qf9v4yEY/7M +2u0dCgxECbyuL3wdDofX7VOHlRh4KRdemJYZDvVg/csH1Ri4axVu3nw2HG8W +FP32azHQvfupjTXrJqZ//wwkTBjQDgh/dHYuDFY/wiOVvRiwdXw3NrAlFFVH +9E2yfRhYKeS4iSUSCtnCuRWKvgyUeEgHic6EgHPRLUY+gIEHb8aOFNaGIIRl +cWvDTQYKl+xbLGIegtIx6eQ1qQxE9uVW+V67AZEvZencDQxsHj6e7fU1GDEr +/P3Lm6j2mgwJr6ZgLNtlYO36lgGfE2d1Y3ODwX2nc+XHVgaW60+arPMJxn+m +5JXsTwx0mF4Z8FwRjPZGxcNHSAbuhy8820MEISrv3p80cSY0/isUTDsfCP4B ++49mUkxcNw50MtIJxI1lykV8G5iofXFwndLKQFx1qjjrIc9E9m9znuCCALjI +9HQYqDNBX7I8OOmXP/YnCjyd2Muk/kd+/1KNuQZe/yALbQ8mrPzXrtMc8UXp +D9ZsjScTYT+1L3+o9IXDWesHhj5MtNWtEY1K9EXD4S3j5leZuMuz+EGokS9u +yA4GXgxhQneppOzZkivgeaOVm3GXiS3TjQoVMZfBLfJ9kUA9E61L2AP/2Xuj +OOzEk4QGJlRGHSoC9LxhP9dkItHMhNd3t0T1Dd6o/5aWrPiBibd3LNm8X7wQ +XHFAVf8jEyZ1twy8Tnhhke0T6yvjTBgqpksYnfQEV7ZtwYjwOM7VXDq94ZoH +mli9Fx+sHseba3I+HTYeiFI3VbNZNw7XxL/ncnU9sLZCP69Hahz3e7Uvflpw +h1qzYu4bRcoS4WfEQ91h8+2/x/nEOCy+z7Zv0nDDC5mw+34u4+jXZ/gsrz6P +AEcu2x0XxtGlLWGpFH4eBtm+UpNu4yiRPjQTZ3Ee7equqRe8x/GvWs0tHZYL +GDBNsbs+DtP+Ferz612wxlYiyTBpHFYmu/QmbznjUkpBtHD9OH7kSX+eznVE ++VxKWH3DOPSbInPTrztizjY06FLzOK5L6EtGWzoibONJ784P48hUlp6U5nJE +6rNlJ+N7qfmlFqjssHZAY7WjijCbquuNuM6KnME6msR7oXUTmFISf69bYYeT +e/ka68QnwGfRf+tCgh3Sn/xX7SE1AT2RpM897nZQcX1b3CE7gdUCRcKHle2g +N+WTckt1An1hPSuqcAoufJ3nhPQnkEHmz/kpn8SrzTf5hS5OYL1O2zrew8eg +2b22Jd59gvp+xLonrzuGwmtPbol6TqCmegWuj1gjvaVJfN2VCcja8X4zv2yN +m268qtLBE9iZPDcwm3kUZiXBpqpJVD3+g+yUoBXGdvqnGFVPQD1sMsdC1hx2 +tBWn3tdO4Fes4bTgLzN8jkzdePD1BHRMb0iufWeGDwOVz468oerOcY/5PM1Q +HPC7+mjnBIT2kUXOb0xxrf4yzXF0Am4204Mj149AyPiSSrAAC5zbtv1cB03w +sE5w+U4hFp6bkx3gMoG6dh7zhwgLk8W5R8VKD+CQIuPxaTEW4rXP/bgjdQAR +S2xl9ORYkLF/eLd02gg8r43WcO1kIf1bCquweR9u7xybLNdhoVkwc5HOjX2Q +Lb7R5QYWHh7LO2qptw+7H9XEDRmwEBZ+s27LK0P4B25fXnOYBb9F6oEXK/fi +1y4ZrgBHFuYiY+66dugjpKT6y3ZnFtLs9biCk/QhutnmFduF6s9i5LWYjT7+ +EU/2O+nOgmVXz+UWxh64z6yY0rnKgnqmhMFW/j1gls4w/8SxwBQuP2dkuxsD +qu1dvlUsxHVzCSQ17sSDCSH/xTUsCKw2U3Py3An7bHOF6DoWvNW3+kzK7ART +rvfKwyYWTk/aSSBIG78kvkg1t1P5GUbu9NmvBaFlLCfRbyxkafGI+c1sR3ez +qtD9MRZeFmc3RhZtx50Qt5ebxllYWXDdaf/57Vi/6OeKXSQLvLVHjlYPa0Bl +Zrbo9CwLRbuFnwZ2/QPDUb65/JVsyOzQ8nXv3YqlmUZZWqvYMFucNVmashUf +TkceqhdmI2OJE+u27VaYDwo86lnLxiQj1kSKoQ677tWGczLU/c1dn/W41XG1 +fmOckSYbvhGm3OMZKii8Dzm6LRuarsql/xYq4KffT77Tp9l4piDyIPGEAjSP +PpkYPMPGmkiL0EQ+BVQKCpb0OrOx2vOMu7W9PJquf9F7f4mNhBBXoUpZOfTb ++58qDqXGk8LWv9oig/XYqr8lnI0dd877pYfKwE7im8KzSDYsFg5/T90tg9Eu +E05WHBup6a7recs34LuBpP/dFDbeGYWPjR+XxpJNlSnX89k47xTUQA+QgNFi +t4C/hWx8f3pIR3KZBKKGZO39Stj4pCqZ15wkDqE7EUpeFWxo7ZDUu1gqBsml +xyuc6tnIWh53OItrHbZNzPQc+shG1OG3Q1KfReHd/OzF+z42mralR6hcFUVF +hl3a/n42nL2mcgOlRKFr88ZhzzAbtj91B8YcRbC/Jfnn9nE2fjyaOuvOK4yT +BZpCUvNUPm6JDUOzAnh+fEagnYuD1zquxuKWAhBY8nLFv4s5SDOJCh4rXola +G11+Jj8HVpK6r9f7rIDsMoOFUhEOtuQPBOiLL4NfGe9fpzUcMFL+mlmFL0WX +XfNvcTEOIjV3qDX95seNcuNf19dzoDnz4m06nQ+jDqZsEyUODD1HVVK6eEGs +EplY2MzB/gNlCUMWvEiu7GYUq3HQ31YUeqiPB/uFrenrNDjIVPX9EfttMXJq +bPvpBAfFfUlKP9dx46K469trFhxYFu6o7q78SzQ1qjZvOcqhzpvinq6/c4S0 +B9kwcoyDS+Pn9znqzxHtzZdq95/i4JTdDl+hT7+Jbd6+5aIuHMS+EHxlpjpD +RGzYVdbsyoGFWkD7k4hpgvZ+rtjPjYNH64djtk/8IhJkr+cPe3Fw98fb8Lay +KWK6LTTrWSAHhTo5Pe1uP4kjV/dnnArmYEHRdUP1t/+IpwrLHgmHcCAua/0t +xvY/4rh/dOqVCA70Xl5LLbL+QVQpJ9w2SORg6+GZgVf9HEL0o+Wt6WQO2j9z +eyf+ZBMXgtbG5qRwUP2rIzd+FZtY35cSseohB05bMv8WHJsgroc8ChrIocbf +ZnfGRoFBrLzMZ3w6jwMH2nuJ5ZfGiBTnC8KjBRwkrNqUUVQ3SpQc0M4gSzmo +9Za6kOP6jRgV6mjgruFgL+f9pgJyhLi0eEd0WB01fxu9tsBjI8TCZKrligZq +fYZayrqavhLr+pxHV7/lYMOugqUtucPEgftc/EpdVPt1kr08uwaJvtiz7Xk9 +HEzKL2nr0B8gHII+3NnWx0FjTeu6d2b9RIDDHSWdQSqvSw3/dAV/IgqV1Q8c +HuPg1dm/7zwUPxK6kkki3UwOeucsV9af6iHerZzrt2Zx0KHq7Oue2k3Qvje7 +2v/gINn8qFOIfBexpvxUjPcfDkKNPCQmPNuJjKeNVr//cnDlm8XelU/aCPWU +zdKBXCTUVxQEBLu1Ekb+0wU3eUlIGAjVukt8ID5ePHllJT+JK6qz4bHz7wh7 +u9e745eRuLYrk1tr/C1xTT+2454giViusdM+n5uJpdun7m4QJrFi66uEsi9N +RJLCCfssURJP/rIFOsYbiYKlm37mi5GwilxuNinWQIy0VYvWbyRxe1mt9rm2 +WsKtTm7QUIEE75X6Eh6BWmKuOCLrvSLVf7YR7cLjamJ1kpVmjyoJB9WHnRFf +K4n0sKr5Y+oklc8e9dxbLwk1X9nmL9tIaI/+ZL45+ILYb8M5ythBokMpR/gj +4znRfdBiw4WdJCR3fY/SaC4jTuMl44cOCc/ASd+LhaWEn2yo7x89EiyNpNs2 +6cUEnyhL77oBiYRz58nQnCIigddsGe8+Eq3BdyR9qwqJPIbUPQETEv8af95l +NZtH3EwLsftyiMSh8uC/K+WfEQ5mbPl8UxJiCXE6N8/mEJJVVYUHj1J5eey7 +tUzxCTHjLucjdZyEovGWd1WPs4gu+ahdbBsSGrevNYdoZRIRsSeaouxJ7Nho +/7M1/hFx1uB1pI0jifmh6AjB4w+JPbPKpirOJCbiAt3aztwnZu1/97+/QGLm +sPS9OZkUonut/aN77iSa7Bx7FdTuEIUf3p4970miOS9/Tb9VEuGseffHMl8S +q/x8+3xn4wmDCa7yz1dJ3BMRvkh43CKkHzpfywkgsb44T1VvURzx26Jdzy+I +xEbpo1t/H4kmPi7V4jO+QT3vEjPm2/sIorj6wQexMBK7u192HfG4ScR48sUz +w0lEn+ePNUcosXfwo2R4LIlt/AfvlB0MJjbEEyPW8STOdUnMXo24TswZPn6i +mEhC6NE453CHP9H3Z+WFmWQSHk0ymsItfkRpofe2NykkKofyiUmeK0Sc4+B0 +chqJggo+Rp23N3FefO8rp4ckpnMCrp6U9CQM254F78ggYRN6Ka9myp2QvSG6 +n+8xCXN+lg759wIxr3VtZe9TEiYGgxWWLi7EJzat83Eutb+/WDYrb3YiStMP +3PHJJ3H58TBEdjkQcUdLThoWUXlEcPUPJ5wmXFdIbFxTSuXXbu4s52RL7K8L +Znx7TkL3jmVyltxxQs5nPK/sBQm/pTxCv6ytiAVlM8+QKqq9lbHXhj9mxOeh +F1qWNVQesy4a4dxHiOcJMvNy9SSWZ8RoDbYYE/FG4a8nG0iUfFia0bHbkLg4 +//1mQzM1/rkNBV2H9hDGJdaHEt6R8Mn+Y/SrU5eQd64VcWih6jfVNm1aokVw +SSl++qedRJRed66W1D/EQEfs/cVdJKp1yk7JLqgSFaHTZ7p6qPxLeC/83byJ +SNh1Simjj3K4G+dCogzh/r2Jc6mfhOlK1+ST8uLEgSy10j1fSDTekBtP+CNM +KBxP8hX+Sq23VFbT+dZlBLfgPDFCIyGyrLZk02Fu4strR57iURIZexhrQ5fM +6L680vI2iElie0Nw1c0Ftm6S6vZYUxb1/o74W6YnftX1GEm1kCFJZMtF3mv+ +06lrkswj/uMHlb+tXL7l4XpdRRPXodpJEn9GmVd6FvJ0eRZ1Z8ZNk3gRa+62 +8Cded7hsl4vdbxLFQqt+HuK6qFvlkrFF/S+JC8JnJrQXqekmSy+fWligzgf7 +fx7W8OZq/w/CjeR+ + "]]}, "Charting`Private`Tag$19036#2"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + PointSize[0.015], + RGBColor[0.560181, 0.691569, 0.194885]], + Line[CompressedData[" +1:eJwdl3k4Ve/XxlGhEhlSpEJIQhpQyr5NiShDlEpCishMIRKReSopY4QMFaIS +CpkzHucgEZXMnHOSkuLLu3/vP+dcn2s/e63nWcO9ni1m7Wx8iY2FhUWf/Pnf +/7FL453VE6bEn7UrXBst96iu1BR2+SK0H0+iXp3uujlN7Hv0MKVESAtCUbdy +Tt/kwrCIRMB1qRPon9ua9JddFHptH4tThUwQ9C64ZeNNWUhEbsle3nYGsRl/ +Bq5rKGHx2MUHVlIW2PDXSeQruxomg7rqrBKsUNL7S96NcgSnbf68uytkA5OD +V1pn/PRRpylcWptyGXODNtqFHMZQ2K5a9GvbFThd3vzfOY1TSGGzzJPMdEDb +gFfTEuMsOIcCH5+ScsIhp4+FLeyWKP9Kbas1cYGO3a0yvg5ruBjaHDNPcMWk +wTdTE8olDOwO0YwS8kDOiEhog99VxD/aVC15zhOmhxfOLgi44BhP/uHKlGuo +CNM4GcvhhteMVkXmNm9EZ7ZfVdC4hqsWFsUhVj4I4FfUPxTuBfF2prxo5g3k +ORwMq2H4IPo5n7SR1E0Y7c2pecx+C0e2ZGVN2PpDNd3IJ/1iAG42JK1/b3IL +/xR5eD+3B2K/kmzUmYQAMDlvBXJRgpG+weBOuFAQKic+0gz8InGj7UHdqfIg +ZO1sHT+oH41TwV/Ztp8Lxj/fobAigVhw/Xb1r0i5A9MHFzfv47gLr654r+lt +YUiw7JDKUk/AyciB12+qw9Bz71nfWusHkNeS+h1kFQ6uzfqJcWEPsXrRaZ8R +WwTEeUsMFd8kYrik1HVLZgTsyq4z5uhJqHJgKZrQjMT0jfcXemRSkLRdl/Fq +OBKiEzpxNKdUXOuPkw0MjoJgUMeUgk4ajO712Z+QisZtg2saIbQ0yOptzxNu +jIbNgQK2VqtH4FxxdWzUNgaJZzu2L/98hAtlSy+qTGLxsixr76aYdGzYGStv +lhCH0g6NmcGWDARwluwIE4qH+tuOdZURWTA7k1H4YyYLXnvq1d00X2HtcoD5 +0a2FKGx6USEmUAVJI8Z4bcRLnO3IYwTz1OF6+0E8/FWGrTYJZ29FNWHjS95B +VtYqmIy6SfTotMI8csFkWLAKyguDZQunW/HYZqSlQbYK716/ml1l2wrZDWVl +EWZVeH6nNGBDcCs0rlne31BUhStRWdM51a1QSjn9JH53NZaN7Q4LK7XByuLJ ++dzBahiEWDakCbXj9ZBma8fhGtB4FkMpNR3o0QmYiTpagy0xGqFqHR2YK6gU +1DeuwduAwsH4/g4o3zho1WRbg3/Bouf3/urAG/7dc9V3a7AnJY7Nl4+CMi1h +0eLxGgiH7uzU06Dg7ZMf7vHxtfhG8WiWSqPgM5d8ovGjWhhsVwwty6Rg0c2h +cn1+LRarg44fzaNAFaOcUVW1sLiR53ryJQWVH/tTgydrQYv3dJZvpqCKs7Hx +mlod2Gb0djB+UVBjn7r5zHQdOnmjjkZpd6JkwsHBYq4O4slfZbbrdSLLTqXi +Iks9OmTMM8sNOhF8+eNZJ4F6HDYQ4+4x64SONW/S7cP1cPKpYfTYd6LjTPCm +gsh6aL7ezMUS3YnPOo4bVsg1YOZXXOEkpRNtjYcucSo3wDdVofB3Vycqtde8 +WqfegNfD8gu/ezvxSCvHZJNpA8Kb2dmYXzthrfbtnpxfAzZ3Wh3M/9GJcWVT +PrO2BgRd+Cl1hIeK31KqPM8dG7Fd62Aqly4VxJBGY7hXIxLfpNxv0afiTqqO +v93tRgQ5LuwKNaRCUMCEuT2xEe7cWWnTp6lQYnXoSKprRLcqjcfjMhVe/Q9j +Qjc3YVjF90VwIBWLMb94bD40IX7g/JYHr6nQ0vvXqN7VhFOGfNXPyqiIZGe5 +te1LEyyef3n15i0VW/zW/uj7Rb7/vNK3vobcj704xUj0A5I2yfOltlPhr2UY +i+sfyPVvA/VGqGD7+3T9ZslmxLQ9mc/gpmFzm8Ysdjfjv/L6vi/radif8anb +5mAzch869W3mp+GSLkdywfFmcJ7KPRq4kYamRGtJjWvN2Lz7ev8mURpiVIRU +rjQ2o4n3c4+dAg253EUi0Z3NWCVF33ZhLw3VQ9rLxf3NkMydv3hiPw0/wz3q +FpnNKJ7IWiN+gIZT/R0nYje14Gb1Bs27oEHE987F0ist8Da+2Bx/nAZFwy3a +n91bUMo6sgcGNJyQeCnNerMF5VNhMmOGNPi3fqMfu9uCYI3OSSkTGoZEVL0G +y1vgO2ec4nqWhrx3s5GruFqRKquhv+syDTVx4c4ygq0QuPFnPsqWhr5LYsYG +oq0I2nbFnW5HAxe3wcbE/a3gdvr9ItmBBheL/AzZ861YatwlVetCg9Ky5euT +Ba1wVbfLV/GhQf94deCRN604I3ej1+AGDReTtxko17RiWOxdsZUvDbHKg2PC +Pa0Ijh8SvXaThgnnc0JD/7VCpSGP7WogDSyV5SM0jjZURG7kuHCbBkEu4eJ6 +3jaUrdIxOBFEg0Zu77E8yTbwhSu4br1DQ8pXU1+X423oenwhOCKMhmL5VzrW +p9uwI5Vy0TyczI+vwAYTqzYUNKZl7Yyg4fcm2nNlzzaUrHkQ8iqSjJ+R4Zel +lDa0Pqz4lRRDg82jwqc/nrShMau/XDeWhht0bq+hojaceetz4zfJuWFt6xvq +2qARfVJN9S4NrDXHNKKm27D29+6DKfE0bFqfz+0/1wa3xe7/pO/TIG+xut+F +pZ2cG3YzxSSf/dfobiLQDu3BF8mlCWQ8dXaoaW9tx/DhVh3FBzSEJNzhOiDd +jpEKK9tnJL/ceyR78+F2MIuVLOIe0tB8K8t1nXY7Du17rLZI8tf2FcSyQTt2 +3U3VtkmkYZ1DTc/QxXZMOnNVSCXRIFEmltnl2A6byunbgSSrcAQ4N1xvR5Jq +kc8nki9ngjM/oh2PWpz8biTT4DuT1pV8vx0XfBJe15N8D0vpUY/acSp38M/a +FBryo847+ueR6wsdjhuQXN3/9qBrSTsCYoQGI0nu2SnCfvEd6a8/k9FA8vT1 +G1STxnYYCSxwL5HM1tCXpt3ZDrVMMa7dqTQICag4HOhvh1I/wTQnWcE6UVlm +pB1HOH8WhpCsXTS/QoTZjkVeK/NnJJsvnaas+9uOnjP9G9pJdtMvTVlm68DH +whuW0ySHJglemeHqAHfN8amVaTQ8GvdU/C7YgT/PbPyFSX6t1M3aLdoBL+Ub +drIktwbtb2+Q6UBtmXDPAZJVeFrY4hQ7UL90q1aD5NxEK+Vzah3QMnLL0SFZ +UGLeQVKvg5xHmkL/49sF0elM0w6YHuA4qUnyjwOS3WWWHfDupdxWIdmitmJ1 +kEMHpB/nvPt/f8eNiRPXOiCX/cxQ6H/+esfdNgV0QNbMtp/1f/6s/XOGIjrw +y3js7Ch5HkH6hs/PEjqwM6piso7koOvP1l/P6ADDjPI5jeQZVs0j6s86MMtV +WOdBskXkJ++1peR5sGygTXKroEtB9/sOXJ6RKOUlOXdX6kb7jx14ndRlm0Lm +Q/D1Pv39Qx04OTKfeJbkILXmW0vTHTDY9cCXn+Si/AUPXVYKZtokxbzJehhj +ascUsFOw+8mYjATJWxXv5vFzkXPNnP9hM1lPEVXSgwOCFGQGbDNcS3LNSo95 +DREKcn6UW2WS9TmvW8WXK0aBtU/1FWWSL3eZHnWTpSDpZuh3Y7KeNSYCi9jJ +uSuc8YZiSPaHt3x7s8NRCtaDqVdH9k+Ru9AIRZ+Cs+aSVftI3rpUKJR8mgKr +VTL+q8j++8s3ELjbkbR3eKeZaxxZT2bSqfFuFHi754RXk/17OdW99O91Cui6 +QaVrSe7asWa6NpCCXJX7jfHRpP3DyqZmDyno/a/6kAupF2MBgc7vUin4JmHl +k0zqydbGtjBxcu4b/9MqrSH1JtKI7KznFGx/cUpyZSgNdpfjdgTUUiC45/Af +Q1KvtsVO/c1jUKCWISKzkdS/Siv/vOJZ0n4nZxI3qY8W+/jPVMxT8P3oWxob +qZ8pPSpvWtk64ctnEvD1OqknW8KvMQU78dY4Oc/RnQa+fOnZ/ehE+DX37q4r +NLy48faxqlYnWhccTseRem143NBYW7cTeW1hIsdIPY/5cf3F6ZOdUPDed7fQ +htRz5UZnH9tOyLTuvWtwgYZVdZemq2I6kco2N/T1JA1Z9/8mN8V3Qprz+nNr +Yxq0bKP0OhM7sY0plPSVnC+Ba17lD2V2Ynf47QUqOY+WDFdeWfWmE4I8McMR +R8n8DjweOUbeG/wL9S6cVKFh6s+XwW4FKiqC07Yc3UL2n21MzTElKvKvilrv +3kzDrY/Ek6pDVNRmv/jML0TWY2mqY542FWKnqNc7Bch6uHZu0decikNvnS6L +cNGQ9KtHSCKUCtvyugvzf6nQmWkzcftCxad1UquoVCr4rfwOjA1T0WWSzKtG +oWKQIitiPkkFp8bI1fw2KjyKIr4f+U0FT6mhhnsTFY+cdd2E1tKAg77efe+o +mKPXxVQr0RD9O/vUvxwqsiYrmrnJuji91sgiwZsKpwcG2+3vkXNagC6UcY0K +Za3vN+rJuk0qScvLdaeiOXWNnG8mOceGKx2eO1IxY3gmZuINDY/XT2bHWpH3 +kdK5k3XfafBQV6a/0yH3fXvPgPfBLhyf1RurFaCCe0sOc3i4C9YeYW4rszqh +dur2wPeJLrx5fPRRbHon3GIutAwxuhDAFhAtnNqJHtZNOV/nu/DLX4JlR0In +0kZDLT5zdcMYEV8kQjshX2TfRtvfjREfPtUSh04c15R/WhPUjW3cF5Z37elE +5JVXl9MlehBdn3Fq/hUFc2pPh+38P2LOn/fORckOeOyteylY24vBZpPrsb2t ++FJQF9Ep1ocNHj6eXYeasWDflbzTpx8RqpSb8amN2KXOsXS54jN2xYbaisjX +4+hjMdsXGwch7Ewo3UqswfUtF8S/mX+B79A6vQe61ZCdNl378fhXXNia9mKP +7lvw8/zgrPv3FS6rH6i2/C7Fyqrkwu0p37DX9vd+ca2XcNhf8Wm13hCEx0OP +7s0rwlNd6/TKuSH8/s0c+cn7FL+nhNePJnxHuo7LuxN/s/Hq5NEV8VrDOCHr +vl33YAZC9d4Eixwdhu1NjkGOnRkw19zJma07jCMfgkQ6N2WAbd/ada9PDMOc +9/2m2/PpOMHXIdhrNoyBh9XXLr1JxzjllIyI4zA+0P6s2qGSDuETl42y7g/j +aoi1PXtEGvx1gh+9HB2GzQY9u2+/k0C1sDNXmBgGZ9KlgXX9SZDw1BN6NjWM +PypjH/Srk9CcwXsv88cweQ+QnGaNSILAQuqdu/+GQek7L2YsloTc568dXbhH +QMRtXfI0SgSFb/yQrNII2sIvCedVPYDYwLHezOARVAhsH1WhxiO85lChaegI +3Hv3RHOXx+NnjuwdjogRLLO+NZjLiEeNG/d+h9gRVAaa/2F1i4cNJzVmb/II +9gpnVnPyxyN335mj74tGwPaIov3F7B7kw21fD/aP4Fri3skzs3FQUQ6KF9o7 +is6S5qrFmmj0WAsppe4fxZarv3y706LhHl3wUVR5FIuKRb0tPtF4NtIrLH14 +FLzfDYTE9kVja7xchpL2KCC1r0Q5O4r8Dup5fvLsKHxN2b/KxUSiJX9nY1Tg +KD475R8f8A6HXU+lHW/wKFLVzi/ePhOOlWwma+6HjKJSuZRb+2A4iDM3j6dE +jmJrVMwT2b9hKOKg0fITRlFwVFjDwCcM8Ta+XxvzR1FSW/dsKSAU5ls7/rLS +RuEx/SPu4ZM74BZye1XRPQqLTf59l0Pu4D3/BlfP3lGctR3ZaGJ3B1Krz42P +D4yiyuzJhgiZO2DOjvZ0jI+CK+ZT042iYAR+WCpJXRrF3ooCJ7WaIOR6yDsd +lBnDfzOf9vxYDMRZ586ds7JjCFhx7b+Ub4FYZ+8x8mz3GNbymdMvNQTC7UK5 +uajiGMJ/XBvUiw3EoWPaehxqY/iUKnPvtmQg2rdZSHebjoFN6/JdS9MA/G6O +GnIJGINr4grVe/H++Ly2227x9hjucolk7bHzR42+CDPkzhgyhx1G/x7yR2x7 +/kJaxBie1g+08A7fhAy1UaDt/hgOK31K8le6CYtPrEd35o9hSUIxkWPYFw1j +nk+/Ucdwbq10KdPSB8+k3+1x7B7DmW3PG5VVfHDvyso38x/HkDO1cm02vw8s +p+7W8QyMwS9rSJer0Rv/GIUDqmNjaPVeu7Zntzd2z03wJC2Q+/Mbfm+62gsP +V1p4GEuMY93IIRXtfk8sXdyo2Ck1joCgfdm25Z6wqaX8Ntg5joSMtNicRE8o +BGpePy4/ju1n9HXTzTzRtCzto3NgHN0nxVfq93rgz79Zf0J/HOqpal7Jg+44 +NRMWIeMxjmtHvs5LsLvhraGmft61ccwo/IhonXCFeNEil7T3OB5vcLeKbnMF +w8k5WvLmOD6JL/EE3ndF8LRJnGjoOJKDs2ZnpVzxcmzbA8GUcezN/3FfztAF +/IOvHrPVjWPe2jdm1NMR0Vx+fqUN44hdvm1xUN0Raw5pmV39MI6dOqIY4nIE +20Pqup72cagY/mv6kXUVP42YXnmfxtFZJBAb1usASr20gSFzHM+r+G706Nsj +8nnyQqrwBJZLD3zLtLMF52frHuMtEwjPv84WctgWQWtkXnCITmBfT/je8vW2 +uGH75rKr5ARCqFUhLWWXYS/W3amlMAHGsedOq3guQ+c+d+7UkQlAwUaDu94G +q/wCTA66TiDj/W0LcQtrvJyZ/lvlPoHcM+aK/IetYXPZ7JH2tQlc2zX3Yruw +NeoMdk+evDGBgijXHXM9VggSH/B3Cp5AY5Dj+QFjK6xsOvA0M3ECh5rE9906 +aQk2/h+s3DUTOOv5KjeOYY7ikHM58XUTsBN8rcX32hzWiw36mxsnsOqApkaj +nzlqRlIfSLdO4OiDOlNjbnMEvtGT0+wh7S0s6lnsOwdWixwzr8kJmI6PWq6I +OgOWPIvCIb5J9BPf1BJ8T6Fh+qPTow2T0GjK/Cdz7BQiFYzkzTdN4qiTpIza +plPY+EbzefeWSQSp80kfeWUK+Ubpp03SkxiSOV90YdYE5iM/nxQQk/i4fm1P +tv9JlImFpPnYTyLRYXBVRZchbl5isVB2nITrcmleyDNDaOV5b/nlPAmWoCuP +24MMQVG4muLoOYnzptHP1ioZYhxGSZa3JvH9S86LaWUDCFpsTtBOmMSaDevf +JU3qwy2pMIqvZhLyp2ctq1/roHQxKaSmbhJCKUbBFC8dLFrcCXBrnMTT1jX3 +Cw/pIGT7eU9q6yTCea+2BNYcRcqzNefvfpyE7Cw7vapbG/WVl2T56JOo7rjX +x8J3BGvEjKRqmJPoqX4XZtmvBcPbh0Xdfk5C7cn9nhvZWug7yi9A/TMJ/dZT +JUUqWmBQqhfi2KZgrfzFcp+9JjZ939zCu2kKn3T//OUaUMf5Ixz174WncGnw +6j7iuToe5/ysdN0yhfG+zUca/dQhe/VDcaf4FP6TsM3iE1WH+u9rSXFyUxjc +WpOtc0UN9hzUK7yaUzgv9qHmx2YC73aFcvI6TeHynLubptJBKHVtbLvrMgVT +BZ6N9T8PoMg3J07AfQq3ZOZ0rxQewOO2BuFNXlMQKaUptMocQKjzKrltgVPo +bw779HuHMoxLAo3kEqYw61Utu3BIES3n+AQLH07B795cXTiLIrRWPu5TSJ4C +87tSulzDfiibvr+4P30K83TONwbG+yHyZ9nzUP4UuuQb71W77MOYil+SbuUU +TsQ89yyr2wPL71wXWqqnULLscjIybg/6IlK2H6+dAsca3bkUiz1o/VzxzLBp +CueKam8o/1NA8c1/laep5HMz8wxPJQX41lz/fml0Cg8N9D9Uh8qB95ibbCD3 +NIIlwm4Ln5dG+nuetSq805hP/VDHtVYaCgefT8zwT+OP8vFhlbIdOCE9/sRK +aBphK/a/S9q0A+HsFmLqEtP4Skuq6vsqiZW1uoIsKtPYsVmganPidtxTGftV +engalRdno0ZObod4cRDNGdOQmzVl+cK9nfwOqYr9ojUNFdHiZoFQcfj5K66t +MpiGf+QH1keBYpg7JMZy89I0KjQZVf77tyG4pHJQ0W4aGYNRPqbvt0Jgl/k7 +uv00JCvZ7908sRX7hB/4nHeZRn9fdlqF4xa4zHP9PnxjGie3U1kcyjdj4uX8 +xEIs+b6Ei4p33CZ4ySY0ldybhmx4Vrfknk3gzNqX45AwDarfh969tI2Quudk +0588jZwSd4m2TRth7To8WP5kGovjnAZ6JRvwWY5C8347jfH9u30hzI9HU7x+ +K6qmYZMRKB/ZyQfrvJNSUe+n8c3GNponjA8TEh+90hvIeLflGy/948Xc5sEt +jZRpyNQaxLNPrAfvmmlbgZFpzB7rSkjtWYeuRjnetLFpaOgrVRZbrMPDYOfy +HZPTiNPjffpwnAtbWWe5DjGn4VOTvFJpaS1k5/++sPo7DTHfxq1niDXQHuVY +LFhHR/rmb5eaWDiwOks3+8B6OkS5uebL09jRahVxooaPDp2PK89yqbLj5AB3 +RvdGOlyONTpFBKyCZdcG7UUxOiw3OsqYCK7EjZrtsbpKdJwp7L7H4s0K4tal +g7QDdFxSTL5YsJMVbETOkPkhOlYnG18yHWBBaJmMoosaHT6KRv3OR1iQULSn +L+EYHS8sh07MH1kiitIgMWxBx44b1laaW/4Rsz6zHFZWdBQkaAluyPxLKJ3O +mRq4SIc420bCTPYvUcHDU/LRjg6/tz28MmrzRMOtQfUWNzpe+xmrF9+cIzjP +35XU8aTDf//kN+r6OULvoPbq+ut0JNDKXrPn/iYoM88plb50cF7iPpXy8RfR +b+13ofgOHY5BG5gFurPEVuzR3B1GR+U78cm08Z+E5eYRqWcRdDh5/bqjFf6T +GKXpM7Jj6bi9OLm+lDZD/NAS8UtMokOzWts01OMHwb6jIulWAR1stY+S6VNT +hO4K55v/FdFhwPP4UcKZKSLyi7i1TwkdC1FHDfoaJwneh+E7Pd7QIdVGYX2b +O0GIrD77xraGDv4Xf61XRI8RF0bWpQzX0WG3Jdtp07ox4vH79/5WjXREeojp +ecSOEjt8dh4910oHI8DWqPHhCLF3ar77RA+Zv/mvhFvdd8Kz8VlZSy8dfWPL +eXtOfifeZFqm6vST+R5ZLHYdGiJUzZtsNL7S8d0z6w8nzxCh0/ZgVnGSjt4V +9dsyrn0lzhcq8W5ZomNXd/3555r9xOuz89wUFgbCOD1PRUf0Edzs5Vy3VzDg +yKuBnI+fiGpzVc4JTgastq881h7SS4iv0Vp+yc9AaLn+qAlbD+HzatV/toIM +qPkcuW98tZugWTb+ExZigGPsxZToxy4iqPTY3K2tJE/aFu8vpBGjNkZ0/Z0M +fMhsrNNP6iSI9fxTy7sY6AlmGfkh2Ek8qOgaL5ZnQHtWnn1dCoXQ4TMb3rSf +geD5GO1gyw4iv8qif5hgoLGQ32i0r4VgcxD99ECdgYPO7wpPcbUQ5wSHeo5p +MZBh5F7KhmaCy/EStUiXgcj0xIV1uU2Ek/DVD74mDLg90fvM1VFPNNTLNe4+ +zcD6s37857bWE9tcmXVDZxio4x5Vr3eqIyiNbtU6Fxigh3z7bK9QS+z19C4V +sGeAJ4d62ZNSTYSLHnrVeJUBTVgoO2lUE99bFot9nBkwKxB8XnGziogXv1Xw +1YOBnE/qNaXX3xF/Ou5kP/Mnz1fWKjfzqIwwvKGTeSGQgRlJsd3T9W+IXKk1 +GXzBDGxcjqt2pJcSZ/2iUrzCGQis9KWsVH9NvJWJv6d1nwGKB8/6FqKEEOgx +jfvzgIFhy12Mp1HFhGPAxpj8JAZ+mmkYDwy8ILb2JoWvT2cg//zTgT2BRcSt +4IyAz/kMKJbILOlaPyPWXec4ZvWcAVatOIL33FMiyc6Rb7SQgeJl23UfTPMJ +qbO0PvtiBnizcn1cjfOIEr2DmcyXDKTEyyesMcol1FQfOXiUkvG73Hit2SGH +aJVftf9vGQPlvndMnyQ+IUZ5O+vYqsj8j5rn7fmXRbitUI4Kec+A/e5+5W+y +WcTyrxRTrjoGYvb01MlaZRKRo2xb4xoYsHGuMRd48JjY1Gs3uuEDA30qC2sf +tmcQ2R/aC5JaSPs+LWZxXBnE3or917e1M7CY0Ch10TGd0Etj4dxJY0DpyGmv +T5fSiN6Yy5Tn3QzIeiTL6e5OJWwCWh/u7WVAXqrrsvFCMnHT5uHOwwMMtPLr +F+1JTiTWnFqaqf7CwCOR8hEO54fEg6M25UeGGLjzSDBU5OgDQuJgc2DzMAPN +CsItXlYJRJGMgp7BGAMhUdTgfr/7hKpIAn/XBAOfrsk0aKXEE83rFvvNphlw +XZhOfPn2HvH9R+NV6xkGnG9hb+6Ku4TLkJzi2CwDt3kaeWVl4ohF2r3/HOYY +kDuVW/7aOJYIq/9b/2OejEfaNo/Yf9GEYOmFaM8FBqQz6p7NWUURmbn1p/79 +Rz5v4J0f3xVJKCTt2ubPwkTg1GRr/3w4oev3pzB0FRNBNBmL2uRQosfpvNc6 +TiYMxmPxxjWEsLasVbu7homa9IBfz4/dIXw1YzqTeZhIDV4UTVkVRKxW/J0o +ysfEyj/r3saPBRIJUuesswWY2B36xjW6NYAQ3/ReRmYjE611rxd+1N0iClfv +mC0QYsI4+ZFXJfst4vBCZMU+ESYsDehGB+7fJJqmf95+s5UJSXtvBQExP2Ko +o1KgZjsTpj8Z7+WO+BDO7yUGtKWY+Bv8MMNhwItYLA7PbpFmIvlCulmz93Vi +Q8IppW45Jl56BGVOVnoQj0PeLp1RYKJ/aLP1M1t3Qt5bvHFwL+lvMeR4jIAb +UWEfGnNRkYnt74N87tW7EDrmjNPjykzE/bTjuFvpTHQdNxF1VGFC47GtitQ+ +J8IK5eMzh5nYqM6uXf7sKuEjfsd7QZ2JQ7eNtIcKrhDPx7ckc+szkVKl5bGf +eZEITQ22HDzBxJXNEmcbra0JG2O6ZIERE8syk8v3P1sSahymU34mTFDsMtnV +yywIkbdvi46fZoK9VnlFe/05Yt5F4tqWs0ysuCW6mzZoRtAkIw/RzZm4v+dT +whr200RB3yzLuwtMJFy+l3vhlSkRHnOuIdKaCf/WDTVR9ibEZa3aCPNLTFA3 +3F+MlzxJaPyVMZK1Y0Kzj+biOWpE/LX+19/iyETbZFV70OwJwk4pcWaNNxN0 ++/69W9uOEFpTLKV9N5j4GR98sT5dk9iWbuebf5MJ1uH37qK31Il/JhR1nwAm +5I5tE77QQxA9qw9wHAtiYs8X/qKRWhWiuPJRq1AIEzISHfNdTUpEtDvH3Ykw +Js7yzqnLjewl7KWdT5dFMlF0RP3lVJACcWSgRyQshgnVsuSxc267CdG7xJDZ +XXK/sr8DGcNyxKL2kxzp+0wUtPSYxVjJEi+LPPc2JTFhcsxv56LXTkI8SECH +4wnp/4SPXbCoBLF0wHfdx1wm3g7Fj0V+Fyc+0b9TnzxlYnLx6/XMIjEi9nTJ +ee0XpP3RbKPFzq3EVa7N2wVfkvXS+G0qKFeE0HkfOD7ymgm/ZcuzsveEiWUZ +Y/fgt0yUfJI17c0SJPq+lB0wrSL3yyklP9AiQLyOF1uSqGGiLKvCg5WDn3Ba ++hFa18hEQ5zzEyN3HuJYidmJ+GYy3r3rTptZcxGSdtX8Nm1kfneGDKd5ryY+ +d8akraAxkU6d8ZwWXUm8ufPnIq2b7Jd3u4Zmi1iJ+EMXdmb2MvGoKfPPdeqS +qsuPBoZbPxPjdyoGw+79U9XLln+pMchEeZZz65bsOVWpswnefN+YiNVwWref +Y1aVjWeJGPpOxvvHHUqiO1N1sPbSyuJRJqqlilU6vSdUy73aPgRMkOtzp9u4 +xYZVE+QUY4ymmThcxzKSTR1UdR1KMRFjMuHd9J3zcHaPqv6DlcIzM0xwl7Gf +eO/eoSqtf/VL9S/yPEnPIqXF6lRXsnZlxf5hQr5S3PR89mvVr68O2Vv+Y6LL +a+q4kViW6lv7zN0K/zGx7d4HsXSxINUH29b+Xl5m4tYH+zeOybWH/g+XXStE + + "]]}, "Charting`Private`Tag$19036#3"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + PointSize[0.015], + RGBColor[0.880722, 0.611041, 0.142051], + Dashing[{Small, Small}]], + Line[CompressedData[" +1:eJwVl3k4VV0bxlESUZFEUabQhDcZCvtOmRKRKJWEkAiRlJAhSkpUQsZUokKS +0GQOGc8xT+dUMjuDIUTFt79/9r5+13qu9QzrXs9aS8rew9yRi4ODQ5b8/P9v +5DhMLR2xJOTa50SrfDyIpfvXX/gmtgtdvInZ+b3GUEmNT3orpota13ktr15r +HGzoyEsWs0AwD/cH3d7zOOYw+/m+mAN6zWwa//b4g6Z0c3+kmDcqM3tVhHvu +4PFa0xsRYqEwXZi+G9mRhODlb+VvicXg+Quf0NCvWbA6nvZ6fOIZFOzf740t +/owVi8HWBhtfY6g4PetVwxdsPswarridj9yRq2lr9OtxuXE34n+9x8p7hZsl +z1GxLl+QzslZgg95dB5hlVYU9O2vb9IqBzOJI0vtZzvaDYMnIg3K0fxpUGwZ +sx0zOcUixublSPgxfq9pph3qfrvtas6Ww3apcbwZXweK1ijNlN4vh6pR4he+ +/zrwXne9ZN5wOQStlAdPBXTg0/PxizExFXhuOtTuKdiJcpfkDccZlVi/6d1f +hlwX3o64utrMVMKhdND1iWIXnjnv+XiG4wtamzSMzNW6EObUccJd+AsCV94z +TdPrgqG9YMJ1rS9YePDZ+u+ZLjQdDxPNufMF7MUroempXeg1dFu7ZEcVZLbm +3/gk1I2Gak3H5epVmGne8v6zWDeK9fneCehU4YR8n8Z7yW6k6mZYiFpW4YK+ +tXiqYjfs9/54sCOgConJL47LGXVjWN1SyKqhCj2R5wekgroxLae9KtutGpnT +vvbVQ90g+vZVR1ypxpqDOvzxrG7cSDYMdL5ejdCZop92090QEbZgyzyqBvcv +edEfXD1Q43RtSqishrtF8rVIiR5c6YmPCt9QA6oIbiYf7sHfqF+rHL7WoM7s +nObD/B7oHpyv1mmtwUzkTqGIDz24s4wjaNO3GrzuEF+8XNoDiYAV492/asDd +KCiG+h4QLtKUw5Jf0U5oEVd/9iBQ1ywal7+iIVy89+nqXnDNvVq9YXMt2vMO +nClz7MWGhn1TUKrFMl7TkmCXXuxK62pz2F2Lm4fdebU8euF4gCcxx6QWF7fu +PJtypRc1j+w37/OphZZ92f71t3sRtUdsz7nqWrya4D7NyumFuP+NM4Xn6vDu +5JVLPJO9UDWT0O+9WAeFmwVW3DO9OCSbr8B5rQ4q28Ll/831IrD+B9Pofh04 +FteFd3PS0CeufYX+oQ56998dNRak4cXnqTvc/KSOM58S/Eo0qC3aFhzJqcfp +iWTdBUcajE1KQ/SK6jEndjJlyzkaziRuMlUvr4fNe6vNpudpiFanD61vr8fd +lO2fwr1oGPE4Kdb3rx4xxlprC67RkPTd0v+CSQN8TYY+zD2kIU/xnaH9sQY0 +cC8XqImnocZfeK2FXQNeZN67F51Iw7RoS7b6pQYMjzqprE6j4dBhs28LSQ1Y +e3jHwNdXNHCWG+2LZDSgXvXKaflSGkRXv1wZONMAu3NxvI/KaVC04e25wNGI +K6bczKVfaDgxX33RQrgRm6fL7eq+0pC/Uy99g1YjnvXSVq9pocHpKZa/vN2I +Km7Wn8h+GvwnUloTHzbCK++Q79NBGh5g4XFkaiP0eRM13g7TUNrzabfn20ZY +WB8PLGPQICa8x1WjpxHHogKIR79oqA/d1Vi1tQlHNnoIqi2hY8+qOq57qk3Q +y3+jt5abjsxHduon9zZhUjqsgrmMjus5dx+zLZvAm+CdGsFH2ncOe4kGN8H/ +2+rJi4KkvX1gRt/tJjxa4XhHYg0dIsy1vVmxpH3lm8ulwnRMcO7X08lqwv11 +wnqT60j7bcnrXDqakLgttp17I2lfoGK8q68Jks81hK9uoiN0b23QAqMJVzY1 +vBySpCP35R/vA5wUiBdODebI0HG7RIFOE6GANlJbxFSgo3yp9+994hTwLwb1 +bN9Kx+8DJUKZUhR4FeaddtxGh1OrpYHXdgo4T/yOLt9Bx76RkNxl+yiorHpQ +sGMnHb6KjbWuBhSkFKYs1VAh/V0UG6AYU6ASpv1ZcxcdGxdeiyUeo8CxjuGl +pEaH5f4/KhynKIitP+W1SZ2OO+H6hxztKZh/L/NjuQYdc0K0ECU3ChZDbgrW +7KZD2UohOcaLgn/OcW3Je8h4ki8Wzl2mQP7QdwE3TTpa5fkYFSEUDIuLfZ/V +Iv1rqVtaxZP+7UMVS0DHUHCIx+dkCjTiXxba7iXjqW64Jf2UAnuJPSV/SL5z +2KGYkU0BY1v7oY376KiIfd15+C0F7onhXekkz/fMTxYUUXBNdnxIbj8dzk73 +5IMrKGiv1Xm4VpeO1Fe9OoM1FFyi9aldJ7l9XN76YCMFZyaf242SLKB20Se3 +hYIYKkvkoB4dun7F0Wu7KDC0lbBKJ9mvlPfVVToFE6lxcnMk53Fbfvn2k5wv +u/K6vj4dw0aPv+mOULC2VMAzkuRN0WNzL1gUXFWgsxtILrYLfJE3RcHskLr5 +UgM6bFTWHP/4mwLh834SqiT/W5qxvPIfBfe+tprbkpzUvqeonouK/BeeU2Ek +a2Y2nm3joeLDgWCO5yR3+9qvo/NTseC7y6+UZN+DM1WDglR4JH92aCNZVCLC +hy1CJc9bs+J+kgtZEnK/N1DRJSVzi0Xy0dI3bRxSVExtPF81SfLMPb0wXjkq +RPQdLk+Q/PBM1y6hbVTo1eslj5K8S9Wtf70yFd3exrvpJLcu44yRUaWiNfqd +cT3JFztj9m/fQwXPQklnPslCLxWmdoGKm3JZ9DiS3/h9eqKtSwVt8ePpSySb +mZiZ6x+gwp5P5ZQJyeMb+zlND5Hxmx3t3ERy1PjlN8eOUPHa8Xwzg6yfYvkK +O1srKnycPhvnk9z4IHX1uVNUDM/cN/QhmV+92uPqWSrez899HSHX59Xyk5uu +n6fC8piceSLJRt2sxtueVLwQFrAzIDk8QEQx2Y9kdTPRKHL95U1f0tKDyPkz +j1RsJblKkojMCaMi6+7p+VJST9yVjoySKCpaHNiCNFJvzx7OJdbEULHMRW7a +nmTds5EHqY+oyBOoP/dTh44Qvncv+55SYdPQxd9K6leq1/DEWCYVP8Y5CF2S +S7N7eX9lk+Olwstek/pfMFt6jruIiuMV0bbeBB3J0vGiKz9TcaqzYrpRmw6t +X9tqRMqpoJ/wlZcl2S/uiLxCPRUDCYJOxeT++k17MmD0nZwvuflyHrk/416r +PTwyQEWz46hoH7l/1YJrda1HqYj0mbHjJ/mS7ORTt19UfJ8qmTBTpWPSRcc+ +enkzMm5p/JfwHx1js9/obcrNWFz0DFDcQkfB2ahyI7VmXBDN8B6XpyOog3he +otmM2vcle7PkyP5WmOz2Qr8Zd6QDTgvKkv3H5+Rff+tmHHxZzLpH9r+EX+1i +suHN4FIxWucuRIejw41/8ZHN2HJ3nUnjarJ/tKr+EHjQjIDyrVcUVpH1fxuT +OZvcDO0G/4LaFWR/9TJXr3tL+p/NWlm9lA7DiQYLr2/NKLgly5c2TcMauwCN +of5m5Lak30+booFO2S5uPdoM4lDmzqQJGrxzb//Um26Ggf1CWSCThlSPA15i +K1rgbzB+kmOAhhlmZVSpWgvcRF95jTTT8Gz0Y+3Kuy34mLpVxfUlDe5xpjIu +D1qw2zeloySDBnXdn35f4ltQXHhCcFU6DbXJfDv8n7bAs6bOJDmVhgmz41Ej +RS0wulO81TeGBqJw5kjlzxY8CZH2Uw6goev6fzTf3a0QCM+fzDai4YnyF9U2 +ohUnKZlVxw1oOE+zuqus24qGskd+HLo0cKgHYegQOa6le5/QpkFutDHNwqEV +MQerCwPI+4K32XknpahWTF2TWc23hoaVEhns/v5WeJ47l3y+vRd7j16n/Rxp +xXoXmcLPzb3wijpd18dqhcu9n0/4mnrRzima8f13K1Q+Mn/HVfciZTDcppe/ +DfKfkruDinqhmOvS0LKrDe4l3eaRj3phsl/xVXloG5oXS1UfW/Xizrl3To9l +2zGVp22ypa4Ho3uzw1dsJe/ZMW6z66t6YCCa/tJHqR1c1PJTy8t6wFUdwzLe +045D7BSX9oIe+Mp6+8yZtmPiQXwHnvTA6dvOG+Z+7fDeK/PQ6EoPdCxz05c2 +t+Nb6bC/hVQPZva+6ncO7IBj4KTpz7Pd8N5ZmS9S0YnS8Qvje0c68S2n8jZV +qhvuHKKEzKYO/HFpTdxytQfLHb+4vdFuwzYdngWnj71YVpkjs8a1BQZPpM6+ +Ic/tmct3Yo+T74fLEqelf1h/Q8S5w1uWiTZhO8NyRYfJdzhxPvlaGVqHNavG +l1fOf4dVieGSudpqLC1JfC2T9APBMqm+2iGVcN31sYv3YB+aAu+9V9xVhlcH +7B8Xz/Thr0b4UlrgJ0yPrV89GPsTzlevfam6XYh3RwyWxOj2Q/WPySWnhjwE +Goal5g/2Y81i2rLvzGw02zhbK4/0Q7TGTmNpczZkLx0Uyxrrx/menJDdBdmo +TRN88HS8H9fqTY52XMuG8J/kG/fn+3FMtzv72+psZGYXuF1YOQDKuwdZkhpZ +oAgNa25XG8Auo/otpg9eQopm1Pk0bAA32+c+p/tlIKJc87Vl+ACybg7a/rLL +wGTG9hs8twew7KKKwlHDDJR7rdzlGj0AYX2rVUfWZsBheXPUzsQBqK7QzPkv +9zkyVY4blOUOoEev73bASDoUI84W0HsGwAh+ar3F5Rn2qIfGiO0cRPryx8W3 +nqSh3V5MLXnXILQNw/tpd9Nw8W5Oh6T6IK7ypbjq+KUha6BzvYLWIFrHa2+q +WaRhY8yONDX9QQjtf2rbuSwNXBPt2UdODGLNBUrdtPtj1L3cUh0ZMghJz5v8 +P2JSYL2xaY6zZRC8SrIduicSsFLM693HtkG8NHdQfqiegLI1az0vdQ4iOeCv +3rK1CZDjPTk8TBvEb52dZ40oj8CeGmxvGh7Ew3TRaivDRwj5uvA2eWEQz2QS +BYOIeGR6K7rv3joEhdxR2fB9sTjhQd0ytX0Iw3xZy6gysRBw8R7IUhrCFYuT +jzW4Y+F1+oO1pOoQNPLd35+peQhNI/2DPHuHYPnxXZ682UM0brJRaLMcAjV8 +RMXKMQbTtZF9F4KHcGPQe/Vg+n30rmhz/nt9CNnzW/xy7txHubE4++aNIWjG +8/dEXbyP6MaXf1JuD0FvW+O+ZJ372NpcLdzwcAj7Junbf9DvwaaL02DLyyEc +O6GiwbnxHqqGLr360TwEnWRe3SDrKGQpfP7PrW0IS1a3EaLKUXhwbmnR744h +yIqwn9CXRMF27H7lKtoQUjZwqc28uot51mua9tAQpAY+eJgsREJpZmRVwp8h +5K+IdLn+6g7il9p4m8sOY5X/RL++fAQWzqxTpcoN45z66TB1zgg4VFCmTbcM +41Dqq+OHe25BOWT/ZRPFYSRVZO7kiL6FmkWFq4Yawyhbm15o8Cccs/NTgYTx +MDKLDz1y6rqJoxO3bm/1HsYBCUFlhbdh+GS23/iFzzDGeMXtV9wPg3TuX34F +32FMCYh5CHuGgeXucXfzNTKe8yKv45TCEMawuCcZPgznUxU9p3NCkT+0KU4k +aRjNRd8ffMu7jjX0d0+4Koeh0SFt29cejLv8AQGFVcOQyDmk+rMwGHyaulbn +vw7Dbf34C/5HweCKbxZobxxGRhbPWOfJYEweZl950TUMo6u0TUd+BoHyRcHU +jD2MN+mcXPZTgbiTnfgnef0IRDiNo8xv+GN5r327ucQIEmrqE+cP+yOUb+sb +HskRdPDGPhyT8Iff2SInz80jSBL0NMoo8IOLVBtVV3kEbz7U3b02dhWGD1dm +jumNoK3kx5mL9r7gDgi22O05ghpWQU/udR/kTzDmSi6OoOeKscCPEz5wcLJK +1fcZwVxATsmBnT6oNFUaPeI3As/wos6KH5cQKk0LdA8bgex7by3L/ZewtEbj +1dNHI5CW8VhSutobXGvGOVeWj8BXif+TeYsn8m6ezIipHMHinN0Z5TeesP9b +ZbyhegTfrAX27I3yRPlAcpxC/Qhc5BteTx/0REjRwR3720ew7TL9eF71BXDa +ZFhdGR0Bj/3DxKhoD3C8sHndJzSKn0EhHyW7XFHF6HBPXTuKPQKlK2YSXXFH ++bCitegoKPLreVROu2Jd0f7sNolRzJQ/l+obdIFitcKrGoVRyDwP7+f5cw7W +A5PPc4hRyEU6HONTc8Z7qZspV11GIdF0SejzlAOuOXLYqLuNwso1cexZuQN0 +X/hK/PIYRfHC5dmBew6gKJ9Pcrs0ilcmhcOe/zlgGIcTbINGUfROlTfd+wxE +bDbE6seO4qPQeOe6FfbwSngdKVQ+iswSo53eozYo/Jtws7xyFKGP8iXMU2zw +1+ZGsFf1KIxutgmUm9vgpsypS831o3jH0cay+HwKSVl8p+53jOLNtL/Xf4+s +8aXYcbsQcxThGpGyEq4nwCd1WK6cPYoNX693lsqfgNl1LUmvyVEMPV0XN9p/ +HN0Ga4SbZ0fR9faNQYPtcbAopX/ucY1hppWQ+GhjBdGfG+oERcdgcd89PM7r +KE7p8XwpWz+GlWu5DuipH8WTjMliT4kxaB79mOr21xLbz3/No0qPodlaRG9b +uCV0pn0S7u0Yw3xw3hKDdAu48DSfE9w/Br9AjwKnaXN83ha+XNB9DPuSzDbt +oJpCrXVdw/0LYyhw/CWX4m+KXP+Me8IXx+CeshheomCKJw1V60WvjOEFP1t3 +1fVDCPfg3rEpZAz71S7LV8EE5m9DDu+IHcPn0d+5uZ1GqDspJPI6fozsiwOn +cu4aQXfpk27lxDEEO087G+sZQd2y7Myux2NwLO8qdMw/APHZxUuaL8dgf0BH +a/KRIYb2BCQcKB7DTqmE0uRgfdj+5D9dVzqGjRtGkxR19NF9O0nGpGIMldtj +88w49VHf+zHLrGYMBNuOrntdD3nX5ouPNY+hZFn5u5ZIXfiXX/7pODgGo2a1 +9eWf9kHQyGt7yEoGTnKuLLw5S+Bx2aoVewQZSO9TSvCPIqC8O3tkYg0DWZUZ +d8MUCBxSGH5uJ8bAvUUxx7pT2ohYZiOlI8vA8pvLTjFbNbG04oAIxx4GNipG +VVRNaeDBnqFfhVoMCOqXGfEmaUA6L7TFAwzsfk1efvQ0sDetJPqbLgMf9kaY +BCeoIyBQdUWJKQN8MsmWkmZqmNGU4rjmyAD4W29uG1RB2NtiuqozA7afDQ7X +J6lAeJv1Z6YLA1KmP87st1CByvq4q6cuMJDo3qWX/WUnLvzmn9byY2DZIVY6 +kfcfRvJ/j/yJZkBDU3L7CzslXNkeW/P2AQO7/rOTFBpWxPJnKhmusQzwRLFL +xz0UIffA3aEnkYGzs3ljnKE7YO/ZT//wnIEDtvqyYp+3oXcHpcX3EwPrgt7l +HLmggNQxwYAlJQy8ihvu3r5GAfYvjshFljHAu3VhZlOhPEZkO648rmLgeVfw +HiMuecxsoEtUUxiw+fjwoGv6ZgjyMc4KDzDwdW21bYO4DFqrdwimDJH2AZ2u +8hRpxId5fJAfZeCOyLn2S6HS2Mg5xa/JZmDOfGPXIFsK23/PvbGbY2DNjsr8 +Hqok9Ad5/uYIMBGWr1hjFSQB3mcH0jVWM7H+z0xF5BIJ1NvdPlQuxMSjsrIB +p3BxHKGtTGtbx0Sm5WnL6dgNsG1dq/9Xiomv5hynhKrF4FcuE31AjQlXjrMX +aB4iIIIcd7doMGHgJpjmu0IEXERGn7UmE6/5/xX6Za5F+Putqhf2MsFdMffj +yaAwYnP/6441YmLQruvauotrkJsC2X4bJuJ0VkUGfV2NqatTPHZ2TOjVHQq0 +9lsNtWMZY7QzZDwbNkSeUFyNj6tWve1wZuKwz7ygndIqVAXRdeq8mEhxWyXb +y+LH8lP3NxteYiJGmx7D68CPg7v1eb9cZkLM1jnSqGcFKBPZlGJ/JiQffIhg +N/Ghxz7gdN4NJkLEYggZ6nJsxH/7lW4x0dSnu9Xo6HLYbhiQy7rNxOMIwaSj +NB4Mthiz0qOZ8JBP6eKdWIZxXfGARwlkPGu/++5V5MYy+Y8JQTlMJHCNSen/ +4cSBJR7X/uWS+W0o0t2bxIk736Ttr74l6yF+t6iO4IRgfMQW7yImqLb2IyHh +HBDnPVF0tpwJLpELzLaTC8TpAYGk/kom7GeUvzS9+0c8KSsLtKtmgsdNKyFV +6B8hf3WLwcl6JmQThmySWv8QO8d+tx1qZ8J9i0QIv+8ccak6631dJxPK7g2j +hcO/iaKntsmGPUzM/a6/PXHiN6FtXeOw7zsTEZ7uiwz9WcKwIW5KdZSJaJbs +rXVa08Sp12qCEgtkfn02kqtiJoiCE79XUjhYMCtx+Je/aYJYuewD//UlLLDF +adSK7HGi1Fp7+chyFrav/xvNSGMT0ny6i/lrWMhMWNQyd2QQV99x/zsrwkLJ +VX4fqbQxosW2en69GAsKz4/8p/RjlAgtNJoJ2siC5BEdgVK3EWLQ4TDTeAsL +n4rDG9oLBgli9ZqxxW0sNOxQ0SwSGiTiPrYO5ymywLWg/MbMa4AwFLLqF93F +Qujrb+edtPqJlyU2Pf0EC6833lvvNv+D4HKV7IrTIe1zo6+ZeP0gTor0tRvp +snBQ6PGkM/M7we/m2Jx7gAWi+Hrp9u5vhPv681/9LViQu+fg5S3VS1R92VGt +dIyFxHKLpDKdHmKTJ7uy7zgLs682Cj49201Qqr1KDU+z8HL7BZOiik5i5yXf +QmEXFiQyFq9bfGgjIiQ131WfZ2H+K/luX9pG/Kz7m3fVgwWltCFHgyOtRIx0 +UM53bxZePDeK/b3QTMw23UjPCmRhbZyja/ptCmHmZ/j0dAgLY+LbHesmm4hM +Ob40oTAWbge8sXVpbyROBEQmXYlgoQfHa4++qyfyFEwTtkWyEM81ctA0t45Y +0bo6nh7FQt5A0OlPebXEp60xD3QfsnBhuQ/drKGGEG63vDcbx4Lfx6crFQaq +CbfgdVEvE1j4W3TNqmVJNbGxMyFi9WMWYgolhPgtvxBBYWnBvS9ZiIuYjGXt +KycELvMY2WWz8LwgpHnfozIiwdlNaPA1C30tgna3f5USbw/ufsrOZ5H3quwy +4YslxF7tVFfvQhYEIr7ECOsXE/WK3Lvm3rOQctKcIS39mRgUpFZylbAwGJHR +/ujXB8JriXrkzTIWOHZNFiWOvicWfyVZ8leywCtM+UgfLiJEO50H134l7alr +Tc/8KyAOpnAs39LCwuTUkbtKwW+JzignSnYbCwGHV/389zaPcAiuj9/ZycKm +34WWccw3xDWH+C1aNBYWVks8u+adS/AdXZgo/cYi38PmmeyQ10ScgcMHvT4W +6B7xUZu35BC5W5UPmg6x8GZJWbfoo1eEtnjsmtYRMr/81h0a9i+JWoG/PVYM +FpIehny3UXtB/ByvPm8/wYJt3Jjlw4XnhEjh6buX/pD1ZnFLFCx7SjzN/HJ0 +/h8LYp1h50QknxDKCds2BXKwIfe+zVN/XxpxIGD2dTg3G1k+T2Zl96YS7e6n +rggsZ8Pdb2aJbUEyYW9bsfc+HxsU1/LIvVpJhP/+KGriKjZSgiXU1lx6RPCq +Tj+SFGKjcnLzyAb5eCJW7qR9ujAb3WFOarODscRrXvmpHDE2HofXVZ2/G0No +/bnzUUWcjajJUiflSw+IGsbk9aKNbDyfMjkk5nyf6GsqFi6XYePou4SUqgvR +hEeZLE1fjo3s2ELKnRVRxN+8iPQ6BTbmdGttKo0iibWxR9XadrAxeP1u3m/u +COLJzU8Lx5XZ8OZ1LLobFE4o+kpX03ey8cHCQjJK4CZhaM06NqzORq2m1x4l +61Ci1cRC0m0PGyGWTRtviV8n7PBheEKLjamdlblljGDiqvQN3z86bHAOPAqj +eQcSPMIMnSBdNiQsffJ83QKIGG5zPm4DNq42ztntDvYjsoclElcak/lrGZ7o +nb5MhCeH2dIPseHkHzmWtdmHcDBnbs45zMbhGOLHEi9vYi+P5ViABRvFF1Z/ +uN3lRYh/+pRrcoyNyKzAz3MnPInfF2R9JE6wsUfH8fGGUQ+iZfMdTaY1G84S +j6NlTdyIiKiTVXfs2Vipvn/gXqwz4aRbcdvakY3bd7YvhF5xIvbNbT283ZmN +Hx9yEi8FORAbc+6L/HUh66+yv+hklj0xZz/fU+fGxh3jLJl987ZE6zr7tMQL +ZD25xY/eodgQufVfnVwvsrGPORCsOHKScFZ7NMHny4ZIguB69/KjhO4YR2G3 +Hxtf3b/FXPG3IDY9dvZ/eY0NrtnY4WlHc2LegqJzNZiN31/fbBj3MyPaeTV4 +jELZ8J/UfC992YTIK06tF7vJhrFidJq+rhFx9yLP/ZFbbMhL81SLnzAgXBQ8 +jr2/w4a4z7MteW91CT1au/itKDZu2KyLPmS8j5AkJWN1n432Z7WyFzftJf7q +P89QeMjGmlL3zXmHtYjOPwJuv+PI+ctm93+v0SDycy/trElgY0XqhcwPSapE +tCNtNi6ZjeRvDpxTX3YSruv1Pp99zManLaHfU7WVCf2mrBD1p2xcL93Yf3F+ +GyEdKmzI85zUq9qHszv/yRMLGv4CHZnkej0bP9Z/WZboYv5sfv6KjVV+RdrP +T0sR+U8OxvvksJHarLM2zEKCiD729pT+GzYS6I95rJJEifP8G2RE8tnoiUq1 +Gg8VJgzLQoYHCtgwMj506u2/1YSsz2j2u/dsGHw6tM6VtYJY3Gp+MewTmc8S +t1ibqmVE97f3GpYlbFyOFrz105mLKIiRWpAtZ6NrvOKzu98/7fsHblX8qmRj +9Y43QRqnZrXdF8bDK6vZ4N/RYBJ2aFLb6K3VoZhaNgr6xerrLBjam51L1zg0 +kHqKs+bsTRnQ5pBQ6FKhkP3h6KlvK/Fdu5calbKkhY2JDXVcaxc7tItuzJ5p +aWPD8JSmS48tVTtG8/SWp51s6JyY/9SZXKN9YbyK5dVD1nN01UjCQqn2wXTF +/H10Nsqf//njUl2gLXci1lfoBxvS8RU58f7Z2lyrFoi+n2zYGe96Im36RJte +4bg0b/D/9v+6rqQ+1P5wpeFr8AgbPF//08lYvKkdu0M16jCD1EOl3fDRlCva +nn1JFlJsNpJUg7wbq520jeOWrp+YIP0HeiqdMzXXVjA+/630Fxu9fhEzC4vq +2ks5W59Fz5LjnCYrFWpEtL+/03SxnWdD6Febkh/HsNYnl6dKyv/YuBY42e3E +Ga8Vt2nF9OIiuR5hHdyJq1Q1/gd8evlJ + "]]}, + "Charting`Private`Tag$19036#4"]}}, {}}, { + DisplayFunction -> Identity, Ticks -> {Automatic, Automatic}, + AxesOrigin -> {0, 0}, + FrameTicks -> {{ + Automatic, {}}, {{{0, 0}, {0.25, Rational[1, 4] Pi}, { + 0.5, Rational[1, 2] Pi}, {0.75, Rational[3, 4] Pi}, {1, Pi}, {4, + 205}}, {None}}}, GridLines -> {Automatic, Automatic}, + DisplayFunction -> Identity, PlotRangePadding -> {{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.05], + Scaled[0.05]}}, PlotRangeClipping -> True, ImagePadding -> All, + DisplayFunction -> Identity, AspectRatio -> GoldenRatio^(-1), + Axes -> {True, True}, AxesLabel -> {None, None}, AxesOrigin -> {0, 0}, + DisplayFunction :> Identity, Frame -> {{True, True}, {True, True}}, + FrameLabel -> {{"|\!\(\*SubscriptBox[\(Y\), \(lm\)]\)|", None}, { + "\[Theta]", None}}, FrameStyle -> Directive[ + GrayLevel[0], Bold, 20], + FrameTicks -> {{ + Automatic, + None}, {{{0, 0}, {0.25, Rational[1, 4] Pi}, { + 0.5, Rational[1, 2] Pi}, {0.75, Rational[3, 4] Pi}, {1, Pi}, {4, + 205}}, {None}}}, GridLines -> {Automatic, Automatic}, + GridLinesStyle -> Directive[ + GrayLevel[0.5, 0.4]], ImageSize -> Large, LabelStyle -> Directive[ + GrayLevel[0], 14], + Method -> { + "DefaultBoundaryStyle" -> Automatic, + "DefaultGraphicsInteraction" -> { + "Version" -> 1.2, "TrackMousePosition" -> {True, False}, + "Effects" -> { + "Highlight" -> {"ratio" -> 2}, "HighlightPoint" -> {"ratio" -> 2}, + "Droplines" -> { + "freeformCursorMode" -> True, + "placement" -> {"x" -> "All", "y" -> "None"}}}}, + "DefaultMeshStyle" -> AbsolutePointSize[6], "ScalingFunctions" -> + None, "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}}, + PlotRange -> {{0, 1}, {0., 0.7299197810788576}}, PlotRangeClipping -> + True, PlotRangePadding -> {{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.02], + Scaled[0.02]}}, Ticks -> {Automatic, Automatic}}], + Placed[ + Unevaluated[ + LineLegend[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + PointSize[0.015], + RGBColor[0.880722, 0.611041, 0.142051]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + PointSize[0.015], + RGBColor[0.368417, 0.506779, 0.709798]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + PointSize[0.015], + RGBColor[0.560181, 0.691569, 0.194885]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + PointSize[0.015], + RGBColor[0.880722, 0.611041, 0.142051], + Dashing[{Small, Small}]]}, { + "|\!\(\*SubscriptBox[\(S\), \(22\)]\)|", + "|\!\(\*SubscriptBox[\(Y\), \(22\)]\)|", + "|\!\(\*SubscriptBox[\(Y\), \(21\)]\)|", + "|\!\(\*SubscriptBox[\(Y\), \(2 - 2\)]\)|", + "|\!\(\*SubscriptBox[\(Y\), \(3 - 3\)]\)|", + "|\!\(\*SubscriptBox[\(Y\), \(2 - 1\)]\)|"}, LegendMarkers -> None, + LabelStyle -> Directive[ + GrayLevel[0], 14], LegendLayout -> {"Column", 6}]], {0.54, 1.01}, + Identity]]& ], + AutoDelete->True, + Editable->True, + SelectWithContents->False, + Selectable->True]], "Output", + CellChangeTimes->{{3.800624164951837*^9, 3.8006241950181704`*^9}, { + 3.8006260061712313`*^9, 3.8006260265506697`*^9}}, + CellLabel-> + "Out[144]=",ExpressionUUID->"37ec1704-96ba-471d-9e6b-f8754428ef39"] +}, Open ]] +}, Closed]] +}, Open ]] +}, Open ]], + +Cell[CellGroupData[{ + +Cell["Results for the paper", "Section", + CellChangeTimes->{{3.717216037964575*^9, 3.717216039170602*^9}, { + 3.762579673099522*^9, 3.762579673682219*^9}, {3.76369974318791*^9, + 3.763699749547122*^9}, {3.7850573300501738`*^9, + 3.785057336126431*^9}},ExpressionUUID->"fb51fae7-f02e-478b-8025-\ +e5b019915b4b"], + +Cell[CellGroupData[{ + +Cell["SXS q=1.2,\[Chi]1=0.33,\[Chi]2=-0.44 (GW150914)", "Subsection", + CellChangeTimes->{{3.717234577479246*^9, 3.71723458791216*^9}, { + 3.764310796054585*^9, + 3.7643108311506042`*^9}},ExpressionUUID->"5d7712d1-d1dd-48b2-a133-\ +3d2c10241e28"], + +Cell[CellGroupData[{ + +Cell["NR data + EOBFits", "Subsubsection", + CellChangeTimes->{{3.762592741285844*^9, + 3.762592747256867*^9}},ExpressionUUID->"95cf283f-8940-4af2-ac10-\ +d12a8fd82ca1"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{ + RowBox[{"(*", " ", + RowBox[{"Select", " ", "the", " ", "case"}], " ", "*)"}], "\n", + RowBox[{ + RowBox[{"mysxscase", "=", + RowBox[{"SXSParClassification", "[", + RowBox[{"sxsdirs", ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", "\"\<Non-Precessing\>\"", "}"}], ",", + RowBox[{"{", + RowBox[{"\"\<MassRatio\>\"", ",", "\"\<#<1.4\>\""}], "}"}], ",", + RowBox[{"{", + RowBox[{"\"\<\[Chi]1\>\"", ",", "\"\<#<0.9\>\""}], "}"}], ",", + RowBox[{"{", + RowBox[{"\"\<\[Chi]2\>\"", ",", "\"\<#<0.9\>\""}], "}"}]}], "}"}]}], + "]"}]}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"indexsel", "=", "4"}], ";"}], "\n", + RowBox[{"mysxscase", "=", + RowBox[{"mysxscase", "[", + RowBox[{"[", "indexsel", "]"}], "]"}]}], "\n", + RowBox[{"modes", "=", + RowBox[{"{", + RowBox[{"{", + RowBox[{"2", ",", "2"}], "}"}], "}"}]}]}]}]], "Code", + CellChangeTimes->{{3.71721646622243*^9, 3.717216472004093*^9}, { + 3.7172238332578897`*^9, 3.7172238699527483`*^9}, {3.7172239989120007`*^9, + 3.717223999908312*^9}, {3.717230827569207*^9, 3.7172308284476624`*^9}, { + 3.717233966560224*^9, 3.717233966743574*^9}, 3.762057923479889*^9, { + 3.762681745081925*^9, 3.7626817794296007`*^9}, {3.7991133898969717`*^9, + 3.799113390253549*^9}, {3.799113545789241*^9, 3.799113608581436*^9}}, + CellLabel->"In[38]:=",ExpressionUUID->"a1ce5dea-991d-4bfa-af6c-f4c821a4459b"], + +Cell[CellGroupData[{ + +Cell[BoxData["\<\"Classification Input Variables. Examples: {{'MassRatio', \ +'0.99<#<1.1'}},{{'Distance', '#>16'}},{{'Orbits', \ +'#>25'}},{{'Precessing'}},\\n{{'Non-Precessing'}},{{'High-Spin'}},{{'\[Chi]\ +eff','#>0.6'}},{{'\[Chi]1','#>0.6'}},{{'\[Chi]2','#>0.6'}},{{'Unequal'}}\"\>"]\ +, "Print", + CellChangeTimes->{ + 3.768649837823311*^9, 3.7687018447892933`*^9, 3.768706532931426*^9, + 3.768882352948998*^9, 3.768909643729352*^9, 3.7691352413429956`*^9, + 3.769137120048785*^9, 3.769138853214775*^9, 3.7691738607783747`*^9, + 3.7692283080143433`*^9, 3.769488529360936*^9, 3.7694887741110764`*^9, + 3.7697540304702787`*^9, 3.769849331285121*^9, 3.769927143137602*^9, + 3.769929846707457*^9, {3.769934942928101*^9, 3.769934954057662*^9}, + 3.770001458358302*^9, 3.7700895880684557`*^9, 3.770091149922357*^9, + 3.770091211110422*^9, 3.7700967238191357`*^9, 3.7701759028384037`*^9, + 3.7703558113420563`*^9, 3.770368573242703*^9, 3.770431012199234*^9, + 3.7704528121318197`*^9, 3.771218938999013*^9, 3.771673230199542*^9, + 3.7719070306636133`*^9, 3.7719074386080313`*^9, 3.771915621461851*^9, + 3.772190839244269*^9, 3.7721965103622093`*^9, 3.7722478550896187`*^9, + 3.772256628466189*^9, 3.772259081053443*^9, 3.772348454731279*^9, + 3.7723678005851297`*^9, 3.7723708896652117`*^9, 3.7724199995154743`*^9, + 3.772428158478539*^9, 3.772430663839931*^9, 3.7724404538862123`*^9, + 3.7725292707769327`*^9, 3.772875913771896*^9, 3.772878049937439*^9, + 3.77288518521014*^9, 3.7729428189310923`*^9, 3.7729434023631067`*^9, + 3.772943541689557*^9, 3.772944053589974*^9, 3.7729495681148453`*^9, + 3.772950461986514*^9, 3.772950515245933*^9, 3.773049284667368*^9, + 3.7730496269187813`*^9, 3.773144075467083*^9, 3.7734606229275093`*^9, + 3.773463998140439*^9, 3.773471311352829*^9, 3.773478883601169*^9, + 3.773479639228119*^9, 3.773481967303358*^9, 3.773645277150196*^9, + 3.773646803606207*^9, 3.773986244704936*^9, 3.776510085275794*^9, + 3.776579080920125*^9, 3.7766625199400177`*^9, {3.7766687391482077`*^9, + 3.776668741358695*^9}, 3.776669988658655*^9, 3.776675471196594*^9, + 3.776676365866297*^9, 3.776677554716*^9, 3.7766781566960087`*^9, + 3.776679727437069*^9, 3.776679799260743*^9, 3.7766799222568808`*^9, + 3.776681466273285*^9, 3.776762885500267*^9, 3.777024814519896*^9, + 3.7771176957451487`*^9, 3.777184967113689*^9, 3.777625642241576*^9, + 3.777690719146125*^9, 3.777725375421258*^9, 3.777786888514381*^9, + 3.777953025288145*^9, 3.777964327445445*^9, 3.778220763369855*^9, + 3.778241132659523*^9, 3.778242215183609*^9, 3.778389851540038*^9, + 3.7784896885571537`*^9, 3.778834393303303*^9, 3.778913036479841*^9, + 3.778918648343343*^9, 3.778999681367984*^9, 3.7790149467130413`*^9, + 3.779016358394212*^9, 3.77909149831218*^9, 3.7791090632347116`*^9, + 3.779438042747992*^9, 3.7794390353202887`*^9, 3.779446129675748*^9, + 3.779512776776245*^9, 3.779544705695755*^9, 3.779545914221044*^9, + 3.77962025534734*^9, 3.779967327208528*^9, 3.7800503865522537`*^9, + 3.780061151546651*^9, 3.780115034259234*^9, 3.780115441176193*^9, { + 3.7809976480177383`*^9, 3.780997664141389*^9}, 3.782463979235394*^9, + 3.783947167171441*^9, 3.785049266611329*^9, 3.7850528480468683`*^9, + 3.785057075442605*^9, 3.785159356353242*^9, 3.788525065677243*^9, + 3.7885885880754128`*^9, 3.789016374224205*^9, 3.78910116329854*^9, + 3.7971326241513443`*^9, 3.7971350258461*^9, 3.799113391044395*^9, + 3.799113509625453*^9, {3.7991135461692266`*^9, 3.799113551494732*^9}, { + 3.799113585932781*^9, 3.799113610201128*^9}, 3.799113982089807*^9, + 3.799119936291565*^9, 3.799121028268415*^9, 3.799121682420796*^9, + 3.799121964851506*^9, 3.799122085457049*^9, {3.799122275063417*^9, + 3.799122302388196*^9}, 3.800074674708877*^9, 3.8000888759988127`*^9, + 3.800148382551621*^9, {3.8005393284332943`*^9, 3.800539346246027*^9}, + 3.800610204438002*^9}, + CellLabel-> + "During evaluation of \ +In[38]:=",ExpressionUUID->"89209bb0-4610-4787-b293-2f27e34e6933"], + +Cell[BoxData["\<\"Take care! Some of the sxs file names are not consistent \ +with the metadata files\"\>"], "Print", + CellChangeTimes->{ + 3.768649837823311*^9, 3.7687018447892933`*^9, 3.768706532931426*^9, + 3.768882352948998*^9, 3.768909643729352*^9, 3.7691352413429956`*^9, + 3.769137120048785*^9, 3.769138853214775*^9, 3.7691738607783747`*^9, + 3.7692283080143433`*^9, 3.769488529360936*^9, 3.7694887741110764`*^9, + 3.7697540304702787`*^9, 3.769849331285121*^9, 3.769927143137602*^9, + 3.769929846707457*^9, {3.769934942928101*^9, 3.769934954057662*^9}, + 3.770001458358302*^9, 3.7700895880684557`*^9, 3.770091149922357*^9, + 3.770091211110422*^9, 3.7700967238191357`*^9, 3.7701759028384037`*^9, + 3.7703558113420563`*^9, 3.770368573242703*^9, 3.770431012199234*^9, + 3.7704528121318197`*^9, 3.771218938999013*^9, 3.771673230199542*^9, + 3.7719070306636133`*^9, 3.7719074386080313`*^9, 3.771915621461851*^9, + 3.772190839244269*^9, 3.7721965103622093`*^9, 3.7722478550896187`*^9, + 3.772256628466189*^9, 3.772259081053443*^9, 3.772348454731279*^9, + 3.7723678005851297`*^9, 3.7723708896652117`*^9, 3.7724199995154743`*^9, + 3.772428158478539*^9, 3.772430663839931*^9, 3.7724404538862123`*^9, + 3.7725292707769327`*^9, 3.772875913771896*^9, 3.772878049937439*^9, + 3.77288518521014*^9, 3.7729428189310923`*^9, 3.7729434023631067`*^9, + 3.772943541689557*^9, 3.772944053589974*^9, 3.7729495681148453`*^9, + 3.772950461986514*^9, 3.772950515245933*^9, 3.773049284667368*^9, + 3.7730496269187813`*^9, 3.773144075467083*^9, 3.7734606229275093`*^9, + 3.773463998140439*^9, 3.773471311352829*^9, 3.773478883601169*^9, + 3.773479639228119*^9, 3.773481967303358*^9, 3.773645277150196*^9, + 3.773646803606207*^9, 3.773986244704936*^9, 3.776510085275794*^9, + 3.776579080920125*^9, 3.7766625199400177`*^9, {3.7766687391482077`*^9, + 3.776668741358695*^9}, 3.776669988658655*^9, 3.776675471196594*^9, + 3.776676365866297*^9, 3.776677554716*^9, 3.7766781566960087`*^9, + 3.776679727437069*^9, 3.776679799260743*^9, 3.7766799222568808`*^9, + 3.776681466273285*^9, 3.776762885500267*^9, 3.777024814519896*^9, + 3.7771176957451487`*^9, 3.777184967113689*^9, 3.777625642241576*^9, + 3.777690719146125*^9, 3.777725375421258*^9, 3.777786888514381*^9, + 3.777953025288145*^9, 3.777964327445445*^9, 3.778220763369855*^9, + 3.778241132659523*^9, 3.778242215183609*^9, 3.778389851540038*^9, + 3.7784896885571537`*^9, 3.778834393303303*^9, 3.778913036479841*^9, + 3.778918648343343*^9, 3.778999681367984*^9, 3.7790149467130413`*^9, + 3.779016358394212*^9, 3.77909149831218*^9, 3.7791090632347116`*^9, + 3.779438042747992*^9, 3.7794390353202887`*^9, 3.779446129675748*^9, + 3.779512776776245*^9, 3.779544705695755*^9, 3.779545914221044*^9, + 3.77962025534734*^9, 3.779967327208528*^9, 3.7800503865522537`*^9, + 3.780061151546651*^9, 3.780115034259234*^9, 3.780115441176193*^9, { + 3.7809976480177383`*^9, 3.780997664141389*^9}, 3.782463979235394*^9, + 3.783947167171441*^9, 3.785049266611329*^9, 3.7850528480468683`*^9, + 3.785057075442605*^9, 3.785159356353242*^9, 3.788525065677243*^9, + 3.7885885880754128`*^9, 3.789016374224205*^9, 3.78910116329854*^9, + 3.7971326241513443`*^9, 3.7971350258461*^9, 3.799113391044395*^9, + 3.799113509625453*^9, {3.7991135461692266`*^9, 3.799113551494732*^9}, { + 3.799113585932781*^9, 3.799113610201128*^9}, 3.799113982089807*^9, + 3.799119936291565*^9, 3.799121028268415*^9, 3.799121682420796*^9, + 3.799121964851506*^9, 3.799122085457049*^9, {3.799122275063417*^9, + 3.799122302388196*^9}, 3.800074674708877*^9, 3.8000888759988127`*^9, + 3.800148382551621*^9, {3.8005393284332943`*^9, 3.800539346246027*^9}, + 3.8006102044447603`*^9}, + CellLabel-> + "During evaluation of \ +In[38]:=",ExpressionUUID->"e42d47bd-d595-4729-bcaf-95c78ab6666f"], + +Cell[BoxData["\<\"The spin definition is consitent with 'initial-spin' values \ +and not relaxed ones\"\>"], "Print", + CellChangeTimes->{ + 3.768649837823311*^9, 3.7687018447892933`*^9, 3.768706532931426*^9, + 3.768882352948998*^9, 3.768909643729352*^9, 3.7691352413429956`*^9, + 3.769137120048785*^9, 3.769138853214775*^9, 3.7691738607783747`*^9, + 3.7692283080143433`*^9, 3.769488529360936*^9, 3.7694887741110764`*^9, + 3.7697540304702787`*^9, 3.769849331285121*^9, 3.769927143137602*^9, + 3.769929846707457*^9, {3.769934942928101*^9, 3.769934954057662*^9}, + 3.770001458358302*^9, 3.7700895880684557`*^9, 3.770091149922357*^9, + 3.770091211110422*^9, 3.7700967238191357`*^9, 3.7701759028384037`*^9, + 3.7703558113420563`*^9, 3.770368573242703*^9, 3.770431012199234*^9, + 3.7704528121318197`*^9, 3.771218938999013*^9, 3.771673230199542*^9, + 3.7719070306636133`*^9, 3.7719074386080313`*^9, 3.771915621461851*^9, + 3.772190839244269*^9, 3.7721965103622093`*^9, 3.7722478550896187`*^9, + 3.772256628466189*^9, 3.772259081053443*^9, 3.772348454731279*^9, + 3.7723678005851297`*^9, 3.7723708896652117`*^9, 3.7724199995154743`*^9, + 3.772428158478539*^9, 3.772430663839931*^9, 3.7724404538862123`*^9, + 3.7725292707769327`*^9, 3.772875913771896*^9, 3.772878049937439*^9, + 3.77288518521014*^9, 3.7729428189310923`*^9, 3.7729434023631067`*^9, + 3.772943541689557*^9, 3.772944053589974*^9, 3.7729495681148453`*^9, + 3.772950461986514*^9, 3.772950515245933*^9, 3.773049284667368*^9, + 3.7730496269187813`*^9, 3.773144075467083*^9, 3.7734606229275093`*^9, + 3.773463998140439*^9, 3.773471311352829*^9, 3.773478883601169*^9, + 3.773479639228119*^9, 3.773481967303358*^9, 3.773645277150196*^9, + 3.773646803606207*^9, 3.773986244704936*^9, 3.776510085275794*^9, + 3.776579080920125*^9, 3.7766625199400177`*^9, {3.7766687391482077`*^9, + 3.776668741358695*^9}, 3.776669988658655*^9, 3.776675471196594*^9, + 3.776676365866297*^9, 3.776677554716*^9, 3.7766781566960087`*^9, + 3.776679727437069*^9, 3.776679799260743*^9, 3.7766799222568808`*^9, + 3.776681466273285*^9, 3.776762885500267*^9, 3.777024814519896*^9, + 3.7771176957451487`*^9, 3.777184967113689*^9, 3.777625642241576*^9, + 3.777690719146125*^9, 3.777725375421258*^9, 3.777786888514381*^9, + 3.777953025288145*^9, 3.777964327445445*^9, 3.778220763369855*^9, + 3.778241132659523*^9, 3.778242215183609*^9, 3.778389851540038*^9, + 3.7784896885571537`*^9, 3.778834393303303*^9, 3.778913036479841*^9, + 3.778918648343343*^9, 3.778999681367984*^9, 3.7790149467130413`*^9, + 3.779016358394212*^9, 3.77909149831218*^9, 3.7791090632347116`*^9, + 3.779438042747992*^9, 3.7794390353202887`*^9, 3.779446129675748*^9, + 3.779512776776245*^9, 3.779544705695755*^9, 3.779545914221044*^9, + 3.77962025534734*^9, 3.779967327208528*^9, 3.7800503865522537`*^9, + 3.780061151546651*^9, 3.780115034259234*^9, 3.780115441176193*^9, { + 3.7809976480177383`*^9, 3.780997664141389*^9}, 3.782463979235394*^9, + 3.783947167171441*^9, 3.785049266611329*^9, 3.7850528480468683`*^9, + 3.785057075442605*^9, 3.785159356353242*^9, 3.788525065677243*^9, + 3.7885885880754128`*^9, 3.789016374224205*^9, 3.78910116329854*^9, + 3.7971326241513443`*^9, 3.7971350258461*^9, 3.799113391044395*^9, + 3.799113509625453*^9, {3.7991135461692266`*^9, 3.799113551494732*^9}, { + 3.799113585932781*^9, 3.799113610201128*^9}, 3.799113982089807*^9, + 3.799119936291565*^9, 3.799121028268415*^9, 3.799121682420796*^9, + 3.799121964851506*^9, 3.799122085457049*^9, {3.799122275063417*^9, + 3.799122302388196*^9}, 3.800074674708877*^9, 3.8000888759988127`*^9, + 3.800148382551621*^9, {3.8005393284332943`*^9, 3.800539346246027*^9}, + 3.800610204448348*^9}, + CellLabel-> + "During evaluation of \ +In[38]:=",ExpressionUUID->"1df12dc8-457b-4c4d-b557-844efc412af9"], + +Cell[BoxData["\<\"The mass definition is consitent with 'initial-mass' values \ +and not relaxed ones\"\>"], "Print", + CellChangeTimes->{ + 3.768649837823311*^9, 3.7687018447892933`*^9, 3.768706532931426*^9, + 3.768882352948998*^9, 3.768909643729352*^9, 3.7691352413429956`*^9, + 3.769137120048785*^9, 3.769138853214775*^9, 3.7691738607783747`*^9, + 3.7692283080143433`*^9, 3.769488529360936*^9, 3.7694887741110764`*^9, + 3.7697540304702787`*^9, 3.769849331285121*^9, 3.769927143137602*^9, + 3.769929846707457*^9, {3.769934942928101*^9, 3.769934954057662*^9}, + 3.770001458358302*^9, 3.7700895880684557`*^9, 3.770091149922357*^9, + 3.770091211110422*^9, 3.7700967238191357`*^9, 3.7701759028384037`*^9, + 3.7703558113420563`*^9, 3.770368573242703*^9, 3.770431012199234*^9, + 3.7704528121318197`*^9, 3.771218938999013*^9, 3.771673230199542*^9, + 3.7719070306636133`*^9, 3.7719074386080313`*^9, 3.771915621461851*^9, + 3.772190839244269*^9, 3.7721965103622093`*^9, 3.7722478550896187`*^9, + 3.772256628466189*^9, 3.772259081053443*^9, 3.772348454731279*^9, + 3.7723678005851297`*^9, 3.7723708896652117`*^9, 3.7724199995154743`*^9, + 3.772428158478539*^9, 3.772430663839931*^9, 3.7724404538862123`*^9, + 3.7725292707769327`*^9, 3.772875913771896*^9, 3.772878049937439*^9, + 3.77288518521014*^9, 3.7729428189310923`*^9, 3.7729434023631067`*^9, + 3.772943541689557*^9, 3.772944053589974*^9, 3.7729495681148453`*^9, + 3.772950461986514*^9, 3.772950515245933*^9, 3.773049284667368*^9, + 3.7730496269187813`*^9, 3.773144075467083*^9, 3.7734606229275093`*^9, + 3.773463998140439*^9, 3.773471311352829*^9, 3.773478883601169*^9, + 3.773479639228119*^9, 3.773481967303358*^9, 3.773645277150196*^9, + 3.773646803606207*^9, 3.773986244704936*^9, 3.776510085275794*^9, + 3.776579080920125*^9, 3.7766625199400177`*^9, {3.7766687391482077`*^9, + 3.776668741358695*^9}, 3.776669988658655*^9, 3.776675471196594*^9, + 3.776676365866297*^9, 3.776677554716*^9, 3.7766781566960087`*^9, + 3.776679727437069*^9, 3.776679799260743*^9, 3.7766799222568808`*^9, + 3.776681466273285*^9, 3.776762885500267*^9, 3.777024814519896*^9, + 3.7771176957451487`*^9, 3.777184967113689*^9, 3.777625642241576*^9, + 3.777690719146125*^9, 3.777725375421258*^9, 3.777786888514381*^9, + 3.777953025288145*^9, 3.777964327445445*^9, 3.778220763369855*^9, + 3.778241132659523*^9, 3.778242215183609*^9, 3.778389851540038*^9, + 3.7784896885571537`*^9, 3.778834393303303*^9, 3.778913036479841*^9, + 3.778918648343343*^9, 3.778999681367984*^9, 3.7790149467130413`*^9, + 3.779016358394212*^9, 3.77909149831218*^9, 3.7791090632347116`*^9, + 3.779438042747992*^9, 3.7794390353202887`*^9, 3.779446129675748*^9, + 3.779512776776245*^9, 3.779544705695755*^9, 3.779545914221044*^9, + 3.77962025534734*^9, 3.779967327208528*^9, 3.7800503865522537`*^9, + 3.780061151546651*^9, 3.780115034259234*^9, 3.780115441176193*^9, { + 3.7809976480177383`*^9, 3.780997664141389*^9}, 3.782463979235394*^9, + 3.783947167171441*^9, 3.785049266611329*^9, 3.7850528480468683`*^9, + 3.785057075442605*^9, 3.785159356353242*^9, 3.788525065677243*^9, + 3.7885885880754128`*^9, 3.789016374224205*^9, 3.78910116329854*^9, + 3.7971326241513443`*^9, 3.7971350258461*^9, 3.799113391044395*^9, + 3.799113509625453*^9, {3.7991135461692266`*^9, 3.799113551494732*^9}, { + 3.799113585932781*^9, 3.799113610201128*^9}, 3.799113982089807*^9, + 3.799119936291565*^9, 3.799121028268415*^9, 3.799121682420796*^9, + 3.799121964851506*^9, 3.799122085457049*^9, {3.799122275063417*^9, + 3.799122302388196*^9}, 3.800074674708877*^9, 3.8000888759988127`*^9, + 3.800148382551621*^9, {3.8005393284332943`*^9, 3.800539346246027*^9}, + 3.80061020445004*^9}, + CellLabel-> + "During evaluation of \ +In[38]:=",ExpressionUUID->"cb5d0d98-a880-42d0-87d1-f7dc1837dbf6"] +}, Open ]], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{"\<\"/Users/xisco/SXS/d18.0_q1.0_s0_0_0_s0_0_0E1\"\>", + ",", "\<\"/Users/xisco/SXS/d18.0_q1.0_s0_0_0_s0_0_0F1\"\>", + ",", "\<\"/Users/xisco/SXS/BBH_SKS_d12.7_q1.25_sA_0_0_0_sB_0_0_0\"\>", + ",", "\<\"/Users/xisco/SXS/BBH_SKS_d14.3_q1.22_sA_0_0_0.330_sB_0_0_-0.440\"\ +\>", ",", "\<\"/Users/xisco/SXS/0121\"\>", + ",", "\<\"/Users/xisco/SXS/0202\"\>"}], "}"}]], "Output", + CellChangeTimes->{{3.7172238612766*^9, 3.717223870939024*^9}, + 3.717224000107691*^9, 3.717230828736228*^9, 3.717233929169869*^9, + 3.7172339670405207`*^9, 3.717234264957567*^9, 3.7173898088553953`*^9, + 3.717397795928178*^9, 3.7174090874909067`*^9, 3.719042266653441*^9, + 3.719725716094987*^9, 3.7204979816442013`*^9, 3.720601795601798*^9, + 3.7620579265503798`*^9, 3.762171305194047*^9, 3.762185874430632*^9, + 3.762230695496544*^9, 3.7625796880016623`*^9, 3.762602459472851*^9, + 3.7626038253288*^9, {3.762681745570024*^9, 3.762681784730443*^9}, + 3.7643108351004267`*^9, 3.764392213490958*^9, 3.764406815613749*^9, + 3.7644071500828*^9, 3.764416940095358*^9, 3.764471032983673*^9, + 3.764502309669742*^9, 3.76451318465303*^9, 3.764567390742053*^9, + 3.768568010349392*^9, 3.768572297815539*^9, 3.768645827003063*^9, { + 3.768649825183477*^9, 3.768649837869774*^9}, 3.768701845001706*^9, + 3.768706532972953*^9, 3.768882352986763*^9, 3.768909643770508*^9, + 3.7691352413787107`*^9, 3.769137120092252*^9, 3.769138853253389*^9, + 3.7691738608203077`*^9, 3.769228308058159*^9, 3.769488529403152*^9, + 3.7694887741511297`*^9, 3.769754030511262*^9, 3.769849331321813*^9, + 3.769927143176673*^9, 3.7699298467484093`*^9, {3.769934942968072*^9, + 3.7699349540967703`*^9}, 3.770001458398054*^9, 3.770089588112008*^9, + 3.7700911499652567`*^9, 3.770091211153775*^9, 3.770096723859185*^9, + 3.770175902879304*^9, 3.770355811386429*^9, 3.770368573284638*^9, + 3.770431012241467*^9, 3.770452812170587*^9, 3.7712189390391197`*^9, + 3.7716732302402697`*^9, 3.7719070307003307`*^9, 3.771907438653419*^9, + 3.771915621511821*^9, 3.772190839282982*^9, 3.7721965104057217`*^9, + 3.772247855130703*^9, 3.772256628537322*^9, 3.772259081090678*^9, + 3.772348454834467*^9, 3.772367800626193*^9, 3.7723708897053223`*^9, + 3.77241999957555*^9, 3.772428158523457*^9, 3.7724306638823853`*^9, + 3.7724404539315863`*^9, 3.772529270837591*^9, 3.77287591387982*^9, + 3.772878049981765*^9, 3.772885185257471*^9, 3.772942819052163*^9, + 3.772943402403473*^9, 3.772943541727195*^9, 3.772944053630115*^9, + 3.772949568223918*^9, 3.772950462032238*^9, 3.7729505152950287`*^9, + 3.7730492848622227`*^9, 3.7730496269622517`*^9, 3.773144075606292*^9, + 3.773460623067893*^9, 3.773463998185182*^9, 3.773471311405634*^9, + 3.7734788836585703`*^9, 3.77347963931531*^9, 3.773481967361264*^9, + 3.773645277259672*^9, 3.77364680378931*^9, 3.773986244987804*^9, + 3.776510085446184*^9, 3.7765790810668097`*^9, 3.776662520028639*^9, { + 3.776668739189172*^9, 3.7766687414143867`*^9}, 3.7766699887032843`*^9, + 3.77667547130352*^9, 3.776676365915367*^9, 3.776677554777287*^9, + 3.7766781567455072`*^9, 3.776679727486134*^9, 3.7766797993092937`*^9, + 3.776679922316041*^9, 3.7766814663166523`*^9, 3.776762885603821*^9, + 3.777024814636004*^9, 3.777117695799756*^9, 3.777184967225831*^9, + 3.777625642290798*^9, 3.7776907191949377`*^9, 3.777725375557233*^9, + 3.777786888566283*^9, 3.777953025346758*^9, 3.777964327509592*^9, + 3.778220763424073*^9, 3.778241132739333*^9, 3.778242215252248*^9, + 3.7783898515967083`*^9, 3.7784896886312447`*^9, 3.77883439339159*^9, + 3.77891303655623*^9, 3.778918648410945*^9, 3.7789996814424963`*^9, + 3.779014946820965*^9, 3.779016358474268*^9, 3.779091498367682*^9, + 3.7791090633146276`*^9, 3.7794380428020563`*^9, 3.7794390353822803`*^9, + 3.779446129755233*^9, 3.779512776856132*^9, 3.7795447057568073`*^9, + 3.7795459143084173`*^9, 3.7796202554136963`*^9, 3.779967327286769*^9, + 3.78005038675193*^9, 3.780061151611998*^9, 3.780115034323454*^9, + 3.780115441240199*^9, {3.780997648127914*^9, 3.78099766425393*^9}, + 3.7824639793355637`*^9, 3.78394716725804*^9, 3.785049266720189*^9, + 3.785052848198894*^9, 3.785057075575471*^9, 3.785159356530836*^9, + 3.788525065848336*^9, 3.788588588179237*^9, 3.789016374435004*^9, + 3.7891011634419317`*^9, 3.797132624620028*^9, 3.797135025936468*^9, + 3.7991133916199923`*^9, 3.799113509759405*^9, {3.7991135463122883`*^9, + 3.799113551635894*^9}, {3.799113586080545*^9, 3.799113610336619*^9}, + 3.799113982242723*^9, 3.799119936454014*^9, 3.799121028438673*^9, + 3.799121682590557*^9, 3.799121965014926*^9, 3.799122085602578*^9, { + 3.7991222752168427`*^9, 3.799122302495413*^9}, 3.8000746749992437`*^9, + 3.800088876294077*^9, 3.800148382767583*^9, {3.800539328605701*^9, + 3.8005393463625402`*^9}, 3.800610204606415*^9}, + CellLabel->"Out[38]=",ExpressionUUID->"124c14b2-ce98-4916-bde1-9a341d06687d"], + +Cell[BoxData["\<\"/Users/xisco/SXS/BBH_SKS_d14.3_q1.22_sA_0_0_0.330_sB_0_0_-0.\ +440\"\>"], "Output", + CellChangeTimes->{{3.7172238612766*^9, 3.717223870939024*^9}, + 3.717224000107691*^9, 3.717230828736228*^9, 3.717233929169869*^9, + 3.7172339670405207`*^9, 3.717234264957567*^9, 3.7173898088553953`*^9, + 3.717397795928178*^9, 3.7174090874909067`*^9, 3.719042266653441*^9, + 3.719725716094987*^9, 3.7204979816442013`*^9, 3.720601795601798*^9, + 3.7620579265503798`*^9, 3.762171305194047*^9, 3.762185874430632*^9, + 3.762230695496544*^9, 3.7625796880016623`*^9, 3.762602459472851*^9, + 3.7626038253288*^9, {3.762681745570024*^9, 3.762681784730443*^9}, + 3.7643108351004267`*^9, 3.764392213490958*^9, 3.764406815613749*^9, + 3.7644071500828*^9, 3.764416940095358*^9, 3.764471032983673*^9, + 3.764502309669742*^9, 3.76451318465303*^9, 3.764567390742053*^9, + 3.768568010349392*^9, 3.768572297815539*^9, 3.768645827003063*^9, { + 3.768649825183477*^9, 3.768649837869774*^9}, 3.768701845001706*^9, + 3.768706532972953*^9, 3.768882352986763*^9, 3.768909643770508*^9, + 3.7691352413787107`*^9, 3.769137120092252*^9, 3.769138853253389*^9, + 3.7691738608203077`*^9, 3.769228308058159*^9, 3.769488529403152*^9, + 3.7694887741511297`*^9, 3.769754030511262*^9, 3.769849331321813*^9, + 3.769927143176673*^9, 3.7699298467484093`*^9, {3.769934942968072*^9, + 3.7699349540967703`*^9}, 3.770001458398054*^9, 3.770089588112008*^9, + 3.7700911499652567`*^9, 3.770091211153775*^9, 3.770096723859185*^9, + 3.770175902879304*^9, 3.770355811386429*^9, 3.770368573284638*^9, + 3.770431012241467*^9, 3.770452812170587*^9, 3.7712189390391197`*^9, + 3.7716732302402697`*^9, 3.7719070307003307`*^9, 3.771907438653419*^9, + 3.771915621511821*^9, 3.772190839282982*^9, 3.7721965104057217`*^9, + 3.772247855130703*^9, 3.772256628537322*^9, 3.772259081090678*^9, + 3.772348454834467*^9, 3.772367800626193*^9, 3.7723708897053223`*^9, + 3.77241999957555*^9, 3.772428158523457*^9, 3.7724306638823853`*^9, + 3.7724404539315863`*^9, 3.772529270837591*^9, 3.77287591387982*^9, + 3.772878049981765*^9, 3.772885185257471*^9, 3.772942819052163*^9, + 3.772943402403473*^9, 3.772943541727195*^9, 3.772944053630115*^9, + 3.772949568223918*^9, 3.772950462032238*^9, 3.7729505152950287`*^9, + 3.7730492848622227`*^9, 3.7730496269622517`*^9, 3.773144075606292*^9, + 3.773460623067893*^9, 3.773463998185182*^9, 3.773471311405634*^9, + 3.7734788836585703`*^9, 3.77347963931531*^9, 3.773481967361264*^9, + 3.773645277259672*^9, 3.77364680378931*^9, 3.773986244987804*^9, + 3.776510085446184*^9, 3.7765790810668097`*^9, 3.776662520028639*^9, { + 3.776668739189172*^9, 3.7766687414143867`*^9}, 3.7766699887032843`*^9, + 3.77667547130352*^9, 3.776676365915367*^9, 3.776677554777287*^9, + 3.7766781567455072`*^9, 3.776679727486134*^9, 3.7766797993092937`*^9, + 3.776679922316041*^9, 3.7766814663166523`*^9, 3.776762885603821*^9, + 3.777024814636004*^9, 3.777117695799756*^9, 3.777184967225831*^9, + 3.777625642290798*^9, 3.7776907191949377`*^9, 3.777725375557233*^9, + 3.777786888566283*^9, 3.777953025346758*^9, 3.777964327509592*^9, + 3.778220763424073*^9, 3.778241132739333*^9, 3.778242215252248*^9, + 3.7783898515967083`*^9, 3.7784896886312447`*^9, 3.77883439339159*^9, + 3.77891303655623*^9, 3.778918648410945*^9, 3.7789996814424963`*^9, + 3.779014946820965*^9, 3.779016358474268*^9, 3.779091498367682*^9, + 3.7791090633146276`*^9, 3.7794380428020563`*^9, 3.7794390353822803`*^9, + 3.779446129755233*^9, 3.779512776856132*^9, 3.7795447057568073`*^9, + 3.7795459143084173`*^9, 3.7796202554136963`*^9, 3.779967327286769*^9, + 3.78005038675193*^9, 3.780061151611998*^9, 3.780115034323454*^9, + 3.780115441240199*^9, {3.780997648127914*^9, 3.78099766425393*^9}, + 3.7824639793355637`*^9, 3.78394716725804*^9, 3.785049266720189*^9, + 3.785052848198894*^9, 3.785057075575471*^9, 3.785159356530836*^9, + 3.788525065848336*^9, 3.788588588179237*^9, 3.789016374435004*^9, + 3.7891011634419317`*^9, 3.797132624620028*^9, 3.797135025936468*^9, + 3.7991133916199923`*^9, 3.799113509759405*^9, {3.7991135463122883`*^9, + 3.799113551635894*^9}, {3.799113586080545*^9, 3.799113610336619*^9}, + 3.799113982242723*^9, 3.799119936454014*^9, 3.799121028438673*^9, + 3.799121682590557*^9, 3.799121965014926*^9, 3.799122085602578*^9, { + 3.7991222752168427`*^9, 3.799122302495413*^9}, 3.8000746749992437`*^9, + 3.800088876294077*^9, 3.800148382767583*^9, {3.800539328605701*^9, + 3.8005393463625402`*^9}, 3.800610204609516*^9}, + CellLabel->"Out[40]=",ExpressionUUID->"5159820c-0f2a-47c6-859c-6a6e90ad025a"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{"{", + RowBox[{"2", ",", "2"}], "}"}], "}"}]], "Output", + CellChangeTimes->{{3.7172238612766*^9, 3.717223870939024*^9}, + 3.717224000107691*^9, 3.717230828736228*^9, 3.717233929169869*^9, + 3.7172339670405207`*^9, 3.717234264957567*^9, 3.7173898088553953`*^9, + 3.717397795928178*^9, 3.7174090874909067`*^9, 3.719042266653441*^9, + 3.719725716094987*^9, 3.7204979816442013`*^9, 3.720601795601798*^9, + 3.7620579265503798`*^9, 3.762171305194047*^9, 3.762185874430632*^9, + 3.762230695496544*^9, 3.7625796880016623`*^9, 3.762602459472851*^9, + 3.7626038253288*^9, {3.762681745570024*^9, 3.762681784730443*^9}, + 3.7643108351004267`*^9, 3.764392213490958*^9, 3.764406815613749*^9, + 3.7644071500828*^9, 3.764416940095358*^9, 3.764471032983673*^9, + 3.764502309669742*^9, 3.76451318465303*^9, 3.764567390742053*^9, + 3.768568010349392*^9, 3.768572297815539*^9, 3.768645827003063*^9, { + 3.768649825183477*^9, 3.768649837869774*^9}, 3.768701845001706*^9, + 3.768706532972953*^9, 3.768882352986763*^9, 3.768909643770508*^9, + 3.7691352413787107`*^9, 3.769137120092252*^9, 3.769138853253389*^9, + 3.7691738608203077`*^9, 3.769228308058159*^9, 3.769488529403152*^9, + 3.7694887741511297`*^9, 3.769754030511262*^9, 3.769849331321813*^9, + 3.769927143176673*^9, 3.7699298467484093`*^9, {3.769934942968072*^9, + 3.7699349540967703`*^9}, 3.770001458398054*^9, 3.770089588112008*^9, + 3.7700911499652567`*^9, 3.770091211153775*^9, 3.770096723859185*^9, + 3.770175902879304*^9, 3.770355811386429*^9, 3.770368573284638*^9, + 3.770431012241467*^9, 3.770452812170587*^9, 3.7712189390391197`*^9, + 3.7716732302402697`*^9, 3.7719070307003307`*^9, 3.771907438653419*^9, + 3.771915621511821*^9, 3.772190839282982*^9, 3.7721965104057217`*^9, + 3.772247855130703*^9, 3.772256628537322*^9, 3.772259081090678*^9, + 3.772348454834467*^9, 3.772367800626193*^9, 3.7723708897053223`*^9, + 3.77241999957555*^9, 3.772428158523457*^9, 3.7724306638823853`*^9, + 3.7724404539315863`*^9, 3.772529270837591*^9, 3.77287591387982*^9, + 3.772878049981765*^9, 3.772885185257471*^9, 3.772942819052163*^9, + 3.772943402403473*^9, 3.772943541727195*^9, 3.772944053630115*^9, + 3.772949568223918*^9, 3.772950462032238*^9, 3.7729505152950287`*^9, + 3.7730492848622227`*^9, 3.7730496269622517`*^9, 3.773144075606292*^9, + 3.773460623067893*^9, 3.773463998185182*^9, 3.773471311405634*^9, + 3.7734788836585703`*^9, 3.77347963931531*^9, 3.773481967361264*^9, + 3.773645277259672*^9, 3.77364680378931*^9, 3.773986244987804*^9, + 3.776510085446184*^9, 3.7765790810668097`*^9, 3.776662520028639*^9, { + 3.776668739189172*^9, 3.7766687414143867`*^9}, 3.7766699887032843`*^9, + 3.77667547130352*^9, 3.776676365915367*^9, 3.776677554777287*^9, + 3.7766781567455072`*^9, 3.776679727486134*^9, 3.7766797993092937`*^9, + 3.776679922316041*^9, 3.7766814663166523`*^9, 3.776762885603821*^9, + 3.777024814636004*^9, 3.777117695799756*^9, 3.777184967225831*^9, + 3.777625642290798*^9, 3.7776907191949377`*^9, 3.777725375557233*^9, + 3.777786888566283*^9, 3.777953025346758*^9, 3.777964327509592*^9, + 3.778220763424073*^9, 3.778241132739333*^9, 3.778242215252248*^9, + 3.7783898515967083`*^9, 3.7784896886312447`*^9, 3.77883439339159*^9, + 3.77891303655623*^9, 3.778918648410945*^9, 3.7789996814424963`*^9, + 3.779014946820965*^9, 3.779016358474268*^9, 3.779091498367682*^9, + 3.7791090633146276`*^9, 3.7794380428020563`*^9, 3.7794390353822803`*^9, + 3.779446129755233*^9, 3.779512776856132*^9, 3.7795447057568073`*^9, + 3.7795459143084173`*^9, 3.7796202554136963`*^9, 3.779967327286769*^9, + 3.78005038675193*^9, 3.780061151611998*^9, 3.780115034323454*^9, + 3.780115441240199*^9, {3.780997648127914*^9, 3.78099766425393*^9}, + 3.7824639793355637`*^9, 3.78394716725804*^9, 3.785049266720189*^9, + 3.785052848198894*^9, 3.785057075575471*^9, 3.785159356530836*^9, + 3.788525065848336*^9, 3.788588588179237*^9, 3.789016374435004*^9, + 3.7891011634419317`*^9, 3.797132624620028*^9, 3.797135025936468*^9, + 3.7991133916199923`*^9, 3.799113509759405*^9, {3.7991135463122883`*^9, + 3.799113551635894*^9}, {3.799113586080545*^9, 3.799113610336619*^9}, + 3.799113982242723*^9, 3.799119936454014*^9, 3.799121028438673*^9, + 3.799121682590557*^9, 3.799121965014926*^9, 3.799122085602578*^9, { + 3.7991222752168427`*^9, 3.799122302495413*^9}, 3.8000746749992437`*^9, + 3.800088876294077*^9, 3.800148382767583*^9, {3.800539328605701*^9, + 3.8005393463625402`*^9}, 3.800610204611412*^9}, + CellLabel->"Out[41]=",ExpressionUUID->"8fdfe6ed-3803-46d8-9757-d5c355bebb24"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{"mysxscaserh", "=", + RowBox[{"Reverse", "[", + RowBox[{"Select", "[", + RowBox[{ + RowBox[{"FileNames", "[", + RowBox[{"\"\<*Lev6/rh*\>\"", ",", "mysxscase", ",", "2"}], "]"}], ",", + RowBox[{ + RowBox[{"Not", "@", + RowBox[{"StringMatchQ", "[", + RowBox[{"#", ",", "\"\<*raw*\>\""}], "]"}]}], "&"}]}], "]"}], + "]"}]}], "\[IndentingNewLine]", + RowBox[{"mysxscasemetafile", "=", + RowBox[{ + RowBox[{"FileNames", "[", + RowBox[{"\"\<metadata.txt\>\"", ",", "mysxscase", ",", "2"}], "]"}], "[", + + RowBox[{"[", "1", "]"}], "]"}]}], "\n", + RowBox[{ + RowBox[{"metadata", "=", + RowBox[{"SXSMetaFilesToRules", "[", "mysxscasemetafile", "]"}]}], + ";"}]}], "Code", + CellChangeTimes->{ + 3.71714565326084*^9, {3.717216492175115*^9, 3.71721650261952*^9}, { + 3.717223876329924*^9, 3.717223876601008*^9}, {3.717233944513124*^9, + 3.717233958472711*^9}, {3.77000148377827*^9, 3.770001483895461*^9}, { + 3.770089594441771*^9, 3.7700896091594048`*^9}, {3.770091181515603*^9, + 3.770091181662176*^9}, {3.770091214426573*^9, 3.770091214585648*^9}, { + 3.770092858390904*^9, 3.770092858508835*^9}, {3.770096730341798*^9, + 3.770096740949168*^9}, {3.772428168100793*^9, 3.772428170608094*^9}, { + 3.772428408521916*^9, 3.7724284091136923`*^9}, {3.772430667886035*^9, + 3.772430670003887*^9}, {3.772885188569561*^9, 3.772885188844552*^9}, { + 3.77294957315034*^9, 3.772949625242341*^9}, {3.780998797734757*^9, + 3.780998797920843*^9}, {3.7991136519052963`*^9, 3.799113707640517*^9}}, + CellLabel->"In[42]:=",ExpressionUUID->"3de2d281-4289-4288-856e-5351261e9140"], + +Cell[BoxData[ + RowBox[{"{", \ +"\<\"/Users/xisco/SXS/BBH_SKS_d14.3_q1.22_sA_0_0_0.330_sB_0_0_-0.440/Lev6/\ +rhOverM_Asymptotic_GeometricUnits_CoM.h5\"\>", "}"}]], "Output", + CellChangeTimes->{{3.717216498380938*^9, 3.7172165029748363`*^9}, + 3.7172194183959084`*^9, 3.717219451757556*^9, 3.7172210443770657`*^9, + 3.717221284233238*^9, 3.717223885556622*^9, 3.71723083183225*^9, + 3.7172308731861277`*^9, {3.717233930309966*^9, 3.717233959115399*^9}, + 3.717234265666395*^9, 3.717389810564118*^9, 3.717397796938533*^9, + 3.717409087835437*^9, 3.719042267675703*^9, 3.719725716500965*^9, + 3.720497982239339*^9, 3.720601796148543*^9, 3.7620579313020773`*^9, + 3.7621713078981047`*^9, 3.762185875336357*^9, 3.762230696430828*^9, + 3.762579690340506*^9, 3.762579774070689*^9, 3.76260245990764*^9, + 3.762603825455809*^9, 3.762681789861004*^9, 3.762681826567923*^9, + 3.764310836001659*^9, 3.76439221450559*^9, 3.764406818443306*^9, + 3.7644071506895514`*^9, 3.7644169407193203`*^9, 3.764471034222904*^9, + 3.7645023104911823`*^9, 3.7645131854137583`*^9, 3.764567390841213*^9, + 3.7685680107885113`*^9, 3.768572298355291*^9, 3.768645827647299*^9, + 3.768649839712215*^9, 3.76870184589828*^9, 3.76870653364054*^9, + 3.7688823539170313`*^9, 3.768909643980805*^9, 3.769135241869529*^9, + 3.7691371202865047`*^9, 3.769138853846279*^9, 3.7691738611067*^9, + 3.7692283084744673`*^9, 3.769488530350202*^9, 3.769488774949139*^9, + 3.769754030864167*^9, 3.769849332079545*^9, 3.769927143513033*^9, + 3.769929847048765*^9, 3.7699349547247353`*^9, {3.7700014592708473`*^9, + 3.770001484137087*^9}, {3.770089589019122*^9, 3.770089614454945*^9}, + 3.770091150926076*^9, {3.7700911818740463`*^9, 3.770091214764297*^9}, + 3.770092858828313*^9, {3.770096724350412*^9, 3.770096741200189*^9}, + 3.770175903073946*^9, 3.770355811577338*^9, 3.770368573479495*^9, + 3.77043101246592*^9, 3.770452812583289*^9, 3.771218939593539*^9, + 3.771673231116873*^9, 3.771907031257121*^9, 3.771907438848817*^9, + 3.771915621797638*^9, 3.77219083949329*^9, 3.77219651074804*^9, + 3.7722478558236303`*^9, 3.772256628919487*^9, 3.7722590823521147`*^9, + 3.772348455019628*^9, 3.772367801149004*^9, 3.7723708907016478`*^9, { + 3.7724200004504337`*^9, 3.7724200042661133`*^9}, {3.7724281623433*^9, + 3.7724281708790503`*^9}, 3.772428409531721*^9, {3.7724306652135067`*^9, + 3.772430670282818*^9}, {3.772440455361487*^9, 3.772440460876882*^9}, + 3.772529271686309*^9, 3.772875914079034*^9, 3.772878050591577*^9, + 3.772885194256702*^9, 3.7729428221831827`*^9, 3.772943402612479*^9, + 3.772943541918996*^9, 3.77294405673494*^9, {3.772949569772958*^9, + 3.7729496256799297`*^9}, 3.7729504628386717`*^9, 3.77295051555145*^9, + 3.7730492856798477`*^9, {3.773049628186563*^9, 3.773049630622552*^9}, + 3.773144075790704*^9, 3.773460623262436*^9, 3.7734639987477903`*^9, + 3.773471312015882*^9, 3.7734788840985126`*^9, 3.773479639599619*^9, + 3.773481967713728*^9, 3.773645277444871*^9, 3.773646804195562*^9, + 3.77398624805871*^9, 3.776510090600584*^9, 3.7765790822290382`*^9, + 3.776662520362281*^9, 3.776668741495263*^9, 3.776669989208765*^9, + 3.7766754714003077`*^9, 3.776676366016034*^9, 3.776677554881569*^9, + 3.776678156846538*^9, 3.776679728131668*^9, 3.776679799421623*^9, + 3.776679922424872*^9, 3.7766814664267282`*^9, 3.776762885737376*^9, + 3.777024814804093*^9, 3.777117695893361*^9, 3.777184967307158*^9, + 3.77762564240553*^9, 3.7776907196567163`*^9, 3.777725375935665*^9, + 3.777786888657611*^9, 3.777953025450624*^9, 3.7779643276193657`*^9, + 3.778220763522934*^9, 3.778241132862837*^9, 3.778242215351343*^9, + 3.778389851692855*^9, 3.778489688754407*^9, 3.778834393505157*^9, + 3.778913036673313*^9, 3.778918648505211*^9, 3.778999681983601*^9, + 3.779014946982914*^9, 3.779016358626405*^9, 3.779091498506896*^9, + 3.779109063467824*^9, 3.779438042912994*^9, 3.779439035500759*^9, + 3.7794461298809433`*^9, 3.77951277696731*^9, 3.779544706262*^9, + 3.7795459144103613`*^9, 3.7796202555125847`*^9, 3.779967327387167*^9, + 3.780050387061942*^9, 3.780061151710363*^9, 3.780115034431876*^9, + 3.7801154413407516`*^9, {3.78099764910747*^9, 3.7809976642917347`*^9}, + 3.780997931988578*^9, 3.7824639802216053`*^9, 3.783947167922887*^9, + 3.785049267615994*^9, 3.785052848818983*^9, 3.785057076455508*^9, + 3.785159356717268*^9, 3.7885250658656263`*^9, 3.788588588281761*^9, + 3.789016374469722*^9, 3.789101163461742*^9, 3.797132624634801*^9, + 3.79713502596594*^9, 3.799113592904676*^9, {3.7991136528442707`*^9, + 3.799113708088469*^9}, 3.7991139845245934`*^9, 3.799119938366549*^9, + 3.799121028590159*^9, 3.7991216828410063`*^9, 3.7991219650292177`*^9, + 3.7991220856243143`*^9, {3.79912227538988*^9, 3.79912230259875*^9}, + 3.8000746751750097`*^9, 3.800088876448193*^9, 3.800148382940559*^9, { + 3.8005393286214533`*^9, 3.800539348433199*^9}, 3.8006102046741123`*^9}, + CellLabel->"Out[42]=",ExpressionUUID->"36f66a29-c73b-492e-b2c4-af524e599efd"], + +Cell[BoxData["\<\"/Users/xisco/SXS/BBH_SKS_d14.3_q1.22_sA_0_0_0.330_sB_0_0_-0.\ +440/Lev6/metadata.txt\"\>"], "Output", + CellChangeTimes->{{3.717216498380938*^9, 3.7172165029748363`*^9}, + 3.7172194183959084`*^9, 3.717219451757556*^9, 3.7172210443770657`*^9, + 3.717221284233238*^9, 3.717223885556622*^9, 3.71723083183225*^9, + 3.7172308731861277`*^9, {3.717233930309966*^9, 3.717233959115399*^9}, + 3.717234265666395*^9, 3.717389810564118*^9, 3.717397796938533*^9, + 3.717409087835437*^9, 3.719042267675703*^9, 3.719725716500965*^9, + 3.720497982239339*^9, 3.720601796148543*^9, 3.7620579313020773`*^9, + 3.7621713078981047`*^9, 3.762185875336357*^9, 3.762230696430828*^9, + 3.762579690340506*^9, 3.762579774070689*^9, 3.76260245990764*^9, + 3.762603825455809*^9, 3.762681789861004*^9, 3.762681826567923*^9, + 3.764310836001659*^9, 3.76439221450559*^9, 3.764406818443306*^9, + 3.7644071506895514`*^9, 3.7644169407193203`*^9, 3.764471034222904*^9, + 3.7645023104911823`*^9, 3.7645131854137583`*^9, 3.764567390841213*^9, + 3.7685680107885113`*^9, 3.768572298355291*^9, 3.768645827647299*^9, + 3.768649839712215*^9, 3.76870184589828*^9, 3.76870653364054*^9, + 3.7688823539170313`*^9, 3.768909643980805*^9, 3.769135241869529*^9, + 3.7691371202865047`*^9, 3.769138853846279*^9, 3.7691738611067*^9, + 3.7692283084744673`*^9, 3.769488530350202*^9, 3.769488774949139*^9, + 3.769754030864167*^9, 3.769849332079545*^9, 3.769927143513033*^9, + 3.769929847048765*^9, 3.7699349547247353`*^9, {3.7700014592708473`*^9, + 3.770001484137087*^9}, {3.770089589019122*^9, 3.770089614454945*^9}, + 3.770091150926076*^9, {3.7700911818740463`*^9, 3.770091214764297*^9}, + 3.770092858828313*^9, {3.770096724350412*^9, 3.770096741200189*^9}, + 3.770175903073946*^9, 3.770355811577338*^9, 3.770368573479495*^9, + 3.77043101246592*^9, 3.770452812583289*^9, 3.771218939593539*^9, + 3.771673231116873*^9, 3.771907031257121*^9, 3.771907438848817*^9, + 3.771915621797638*^9, 3.77219083949329*^9, 3.77219651074804*^9, + 3.7722478558236303`*^9, 3.772256628919487*^9, 3.7722590823521147`*^9, + 3.772348455019628*^9, 3.772367801149004*^9, 3.7723708907016478`*^9, { + 3.7724200004504337`*^9, 3.7724200042661133`*^9}, {3.7724281623433*^9, + 3.7724281708790503`*^9}, 3.772428409531721*^9, {3.7724306652135067`*^9, + 3.772430670282818*^9}, {3.772440455361487*^9, 3.772440460876882*^9}, + 3.772529271686309*^9, 3.772875914079034*^9, 3.772878050591577*^9, + 3.772885194256702*^9, 3.7729428221831827`*^9, 3.772943402612479*^9, + 3.772943541918996*^9, 3.77294405673494*^9, {3.772949569772958*^9, + 3.7729496256799297`*^9}, 3.7729504628386717`*^9, 3.77295051555145*^9, + 3.7730492856798477`*^9, {3.773049628186563*^9, 3.773049630622552*^9}, + 3.773144075790704*^9, 3.773460623262436*^9, 3.7734639987477903`*^9, + 3.773471312015882*^9, 3.7734788840985126`*^9, 3.773479639599619*^9, + 3.773481967713728*^9, 3.773645277444871*^9, 3.773646804195562*^9, + 3.77398624805871*^9, 3.776510090600584*^9, 3.7765790822290382`*^9, + 3.776662520362281*^9, 3.776668741495263*^9, 3.776669989208765*^9, + 3.7766754714003077`*^9, 3.776676366016034*^9, 3.776677554881569*^9, + 3.776678156846538*^9, 3.776679728131668*^9, 3.776679799421623*^9, + 3.776679922424872*^9, 3.7766814664267282`*^9, 3.776762885737376*^9, + 3.777024814804093*^9, 3.777117695893361*^9, 3.777184967307158*^9, + 3.77762564240553*^9, 3.7776907196567163`*^9, 3.777725375935665*^9, + 3.777786888657611*^9, 3.777953025450624*^9, 3.7779643276193657`*^9, + 3.778220763522934*^9, 3.778241132862837*^9, 3.778242215351343*^9, + 3.778389851692855*^9, 3.778489688754407*^9, 3.778834393505157*^9, + 3.778913036673313*^9, 3.778918648505211*^9, 3.778999681983601*^9, + 3.779014946982914*^9, 3.779016358626405*^9, 3.779091498506896*^9, + 3.779109063467824*^9, 3.779438042912994*^9, 3.779439035500759*^9, + 3.7794461298809433`*^9, 3.77951277696731*^9, 3.779544706262*^9, + 3.7795459144103613`*^9, 3.7796202555125847`*^9, 3.779967327387167*^9, + 3.780050387061942*^9, 3.780061151710363*^9, 3.780115034431876*^9, + 3.7801154413407516`*^9, {3.78099764910747*^9, 3.7809976642917347`*^9}, + 3.780997931988578*^9, 3.7824639802216053`*^9, 3.783947167922887*^9, + 3.785049267615994*^9, 3.785052848818983*^9, 3.785057076455508*^9, + 3.785159356717268*^9, 3.7885250658656263`*^9, 3.788588588281761*^9, + 3.789016374469722*^9, 3.789101163461742*^9, 3.797132624634801*^9, + 3.79713502596594*^9, 3.799113592904676*^9, {3.7991136528442707`*^9, + 3.799113708088469*^9}, 3.7991139845245934`*^9, 3.799119938366549*^9, + 3.799121028590159*^9, 3.7991216828410063`*^9, 3.7991219650292177`*^9, + 3.7991220856243143`*^9, {3.79912227538988*^9, 3.79912230259875*^9}, + 3.8000746751750097`*^9, 3.800088876448193*^9, 3.800148382940559*^9, { + 3.8005393286214533`*^9, 3.800539348433199*^9}, 3.8006102046762*^9}, + CellLabel->"Out[43]=",ExpressionUUID->"cf2e485f-6f1c-4269-a487-557b1777ee71"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{"Print", "[", + RowBox[{"\"\<mass1 = \>\"", ",", + RowBox[{"mass1", "=", + RowBox[{ + RowBox[{"(", + RowBox[{"\"\<initial-mass1\>\"", "/.", "metadata"}], ")"}], "[", + RowBox[{"[", "1", "]"}], "]"}]}]}], "]"}], "\[IndentingNewLine]", + RowBox[{"Print", "[", + RowBox[{"\"\<mass2 = \>\"", ",", + RowBox[{"mass2", "=", + RowBox[{ + RowBox[{"(", + RowBox[{"\"\<initial-mass2\>\"", "/.", "metadata"}], ")"}], "[", + RowBox[{"[", "1", "]"}], "]"}]}]}], "]"}], "\[IndentingNewLine]", + RowBox[{"Print", "[", + RowBox[{"\"\<\[Chi]1 = \>\"", ",", + RowBox[{"\[Chi]1", "=", + RowBox[{"Chop", "[", + RowBox[{"(", + RowBox[{ + RowBox[{"(", + RowBox[{"\"\<initial-dimensionless-spin1\>\"", "/.", "metadata"}], + ")"}], "[", + RowBox[{"[", + RowBox[{"-", "1"}], "]"}], "]"}], ")"}], "]"}]}]}], + "]"}], "\[IndentingNewLine]", + RowBox[{"Print", "[", + RowBox[{"\"\<\[Chi]2 = \>\"", ",", + RowBox[{"\[Chi]2", "=", + RowBox[{"Chop", "[", + RowBox[{"(", + RowBox[{ + RowBox[{"(", + RowBox[{"\"\<initial-dimensionless-spin2\>\"", "/.", "metadata"}], + ")"}], "[", + RowBox[{"[", + RowBox[{"-", "1"}], "]"}], "]"}], ")"}], "]"}]}]}], + "]"}], "\[IndentingNewLine]", + RowBox[{"Print", "[", + RowBox[{"\"\<m1/m2 = \>\"", ",", + RowBox[{"q", "=", + RowBox[{"Max", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"mass1", "/", "mass2"}], ",", "1"}], "}"}], "]"}]}]}], + "]"}], "\[IndentingNewLine]", + RowBox[{"Print", "[", + RowBox[{"\"\<m1\[CenterDot]m2 = \>\"", ",", + RowBox[{"\[Eta]", "=", + RowBox[{ + RowBox[{"q", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"1", "+", "q"}], ")"}], "^", "2"}]}], "*", "1."}]}]}], + "]"}], "\n", + RowBox[{"Print", "[", + RowBox[{"\"\<af = \>\"", ",", + RowBox[{"af", "=", + RowBox[{ + RowBox[{"(", + RowBox[{"\"\<remnant-dimensionless-spin\>\"", "/.", "metadata"}], ")"}], + "[", + RowBox[{"[", + RowBox[{"-", "1"}], "]"}], "]"}]}]}], "]"}], "\n", + RowBox[{"Print", "[", + RowBox[{"\"\<mf = \>\"", ",", + RowBox[{"mf", "=", + RowBox[{ + RowBox[{"(", + RowBox[{"\"\<remnant-mass\>\"", "/.", "metadata"}], ")"}], "[", + RowBox[{"[", "1", "]"}], "]"}]}]}], "]"}], "\n", + RowBox[{"Print", "[", + RowBox[{"\"\<Tag = \>\"", ",", + RowBox[{"tag", "=", + RowBox[{ + RowBox[{"(", + RowBox[{"\"\<alternative-names\>\"", "/.", "metadata"}], ")"}], "[", + RowBox[{"[", "2", "]"}], "]"}]}]}], "]"}]}], "Code", + CellChangeTimes->{{3.7171458048227043`*^9, 3.7171458352702723`*^9}, { + 3.71721654881397*^9, 3.717216557507278*^9}, {3.717223896217493*^9, + 3.717223976111596*^9}, {3.762057934955058*^9, 3.762057944429266*^9}, { + 3.762681836996138*^9, 3.762681839233232*^9}, {3.7626820639192266`*^9, + 3.7626820648200083`*^9}, {3.7700014602000523`*^9, 3.770001460770048*^9}, { + 3.770355810960787*^9, 3.77035581334439*^9}, {3.779514788245801*^9, + 3.779514823386899*^9}, 3.779514858783835*^9, {3.78002425250508*^9, + 3.7800242983466043`*^9}, {3.7800243862787457`*^9, 3.780024392075529*^9}, { + 3.7850570816980143`*^9, 3.7850570936459417`*^9}, {3.7850571258554573`*^9, + 3.785057158276864*^9}}, + CellLabel->"In[45]:=",ExpressionUUID->"4b2d97a3-fa2c-4c79-bbd1-06a34727f138"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + InterpretationBox[ + RowBox[{"\<\"mass1 = \"\>", "\[InvisibleSpace]", "0.5497953688701543`"}], + SequenceForm["mass1 = ", 0.5497953688701543], + Editable->False]], "Print", + CellChangeTimes->{{3.717223923734548*^9, 3.717223928214951*^9}, { + 3.717223971239379*^9, 3.7172239766293097`*^9}, {3.717233931322109*^9, + 3.7172339602600603`*^9}, 3.717234266025383*^9, 3.717389811826817*^9, + 3.717397798635911*^9, 3.717409088225647*^9, 3.719042269449914*^9, + 3.71972571685752*^9, 3.720497982809791*^9, 3.7206017968494253`*^9, + 3.762057944992012*^9, 3.762171308612159*^9, 3.762185878959035*^9, + 3.762230704000032*^9, 3.76257969223776*^9, 3.762579775163062*^9, + 3.76260246063175*^9, 3.762603825586153*^9, {3.7626818315079517`*^9, + 3.76268183964472*^9}, {3.762682055451223*^9, 3.762682065259396*^9}, + 3.764310838838461*^9, 3.76439221561644*^9, 3.764406820576201*^9, + 3.7644071524893913`*^9, 3.764416941641247*^9, 3.764471035389357*^9, + 3.764502311266172*^9, 3.76451318673353*^9, 3.764567390943874*^9, + 3.768568011438259*^9, 3.768572299139023*^9, 3.768645828428453*^9, + 3.7686498406439943`*^9, 3.7687018467692337`*^9, 3.7687065345918627`*^9, + 3.768882355269024*^9, 3.76890964428026*^9, 3.769135242785296*^9, + 3.769137120470574*^9, 3.769138854628717*^9, 3.769173861479599*^9, + 3.769228309277001*^9, 3.769488536636314*^9, 3.769488775493741*^9, + 3.7697540311309013`*^9, 3.7698493329786863`*^9, 3.769927143788989*^9, + 3.7699298474833517`*^9, 3.7699349643369827`*^9, {3.7700014615163918`*^9, + 3.770001486342461*^9}, 3.770089615045055*^9, 3.770091151999776*^9, + 3.7700911832234373`*^9, 3.77009121560664*^9, 3.770092860611184*^9, { + 3.770096733677506*^9, 3.770096743552308*^9}, 3.770175904771923*^9, + 3.770355813747511*^9, 3.770368575883328*^9, 3.7704310126844397`*^9, + 3.7704528133156967`*^9, 3.771218941512669*^9, 3.771673232190048*^9, + 3.771907031907504*^9, 3.771907439029517*^9, 3.771915621974977*^9, + 3.7721908396758137`*^9, 3.77219651143331*^9, 3.772247856888829*^9, + 3.7722566296994762`*^9, 3.772259084152637*^9, 3.772348455386256*^9, + 3.772367801749072*^9, 3.772370891811442*^9, {3.77242000146596*^9, + 3.7724200050229883`*^9}, 3.7724281731485243`*^9, 3.772428410081149*^9, + 3.772430677028174*^9, 3.772440462784586*^9, 3.772529273853674*^9, + 3.7728759142457733`*^9, 3.7728780519980917`*^9, 3.772885195029847*^9, + 3.772942823379051*^9, 3.7729434028029613`*^9, 3.772943543318931*^9, + 3.7729440577300873`*^9, 3.772949628763401*^9, 3.772950463819756*^9, + 3.772950515768664*^9, 3.773049286443142*^9, 3.7730496313722057`*^9, + 3.773144076011161*^9, 3.773460624127591*^9, 3.7734639993643*^9, + 3.7734713127079906`*^9, 3.773478884641347*^9, 3.773479639752248*^9, + 3.7734819682595043`*^9, 3.773645277661384*^9, 3.773646804937044*^9, + 3.773986250904626*^9, 3.7765100953056383`*^9, 3.776579083431468*^9, + 3.776662521396657*^9, 3.7766687415984173`*^9, 3.776669989743709*^9, + 3.7766754714989023`*^9, 3.7766763661356173`*^9, 3.776677554983851*^9, + 3.776678156945221*^9, 3.776679730384227*^9, 3.7766797995218353`*^9, + 3.776679922527975*^9, 3.776681466538108*^9, 3.776762885901209*^9, + 3.7770248152256727`*^9, 3.77711769599905*^9, 3.7771849674192142`*^9, + 3.77762564250346*^9, 3.777690720738963*^9, 3.7777253762606087`*^9, + 3.777786888754923*^9, 3.777953025556863*^9, 3.777964327722644*^9, + 3.778220763638605*^9, 3.778241133006884*^9, 3.77824221545049*^9, + 3.778389851806761*^9, 3.778489688892495*^9, 3.778834393767021*^9, + 3.778913036796289*^9, 3.7789186486061497`*^9, 3.778999683599246*^9, + 3.779014947266182*^9, 3.779016358891302*^9, 3.779091498784801*^9, + 3.779109063617063*^9, 3.77943804301024*^9, 3.7794390356224527`*^9, + 3.779446129998694*^9, 3.779512777100968*^9, 3.779514823682631*^9, + 3.779514859562222*^9, 3.779544709953924*^9, 3.7795459145467453`*^9, + 3.779620255613166*^9, 3.779967327511076*^9, {3.780024275082299*^9, + 3.7800242987111483`*^9}, {3.7800243789563026`*^9, 3.780024392712452*^9}, + 3.78005038726173*^9, 3.7800611518316393`*^9, 3.780115034568583*^9, + 3.7801154414361067`*^9, {3.780997650057397*^9, 3.78099766439631*^9}, + 3.7824639813777742`*^9, 3.7839471685460453`*^9, 3.78504926862815*^9, + 3.785052849502256*^9, 3.785057077348769*^9, {3.785057141637362*^9, + 3.7850571599033833`*^9}, 3.785159356911799*^9, 3.7885250659535437`*^9, + 3.7885885882949257`*^9, 3.789016374575654*^9, 3.7891011635298862`*^9, + 3.797132624730732*^9, 3.7971350260463753`*^9, 3.799113710120328*^9, + 3.7991139854914227`*^9, 3.799119939271639*^9, 3.799121028607518*^9, + 3.79912168285885*^9, 3.799121965114169*^9, 3.7991220861947727`*^9, { + 3.7991222754707747`*^9, 3.799122302610426*^9}, 3.800074675182968*^9, + 3.8000888764634867`*^9, 3.8001483829496517`*^9, {3.800539328667665*^9, + 3.80053935006597*^9}, 3.8006102047411127`*^9}, + CellLabel-> + "During evaluation of \ +In[45]:=",ExpressionUUID->"ce306055-7745-486f-826b-9f94ab20bd23"], + +Cell[BoxData[ + InterpretationBox[ + RowBox[{"\<\"mass2 = \"\>", "\[InvisibleSpace]", "0.450204644189637`"}], + SequenceForm["mass2 = ", 0.450204644189637], + Editable->False]], "Print", + CellChangeTimes->{{3.717223923734548*^9, 3.717223928214951*^9}, { + 3.717223971239379*^9, 3.7172239766293097`*^9}, {3.717233931322109*^9, + 3.7172339602600603`*^9}, 3.717234266025383*^9, 3.717389811826817*^9, + 3.717397798635911*^9, 3.717409088225647*^9, 3.719042269449914*^9, + 3.71972571685752*^9, 3.720497982809791*^9, 3.7206017968494253`*^9, + 3.762057944992012*^9, 3.762171308612159*^9, 3.762185878959035*^9, + 3.762230704000032*^9, 3.76257969223776*^9, 3.762579775163062*^9, + 3.76260246063175*^9, 3.762603825586153*^9, {3.7626818315079517`*^9, + 3.76268183964472*^9}, {3.762682055451223*^9, 3.762682065259396*^9}, + 3.764310838838461*^9, 3.76439221561644*^9, 3.764406820576201*^9, + 3.7644071524893913`*^9, 3.764416941641247*^9, 3.764471035389357*^9, + 3.764502311266172*^9, 3.76451318673353*^9, 3.764567390943874*^9, + 3.768568011438259*^9, 3.768572299139023*^9, 3.768645828428453*^9, + 3.7686498406439943`*^9, 3.7687018467692337`*^9, 3.7687065345918627`*^9, + 3.768882355269024*^9, 3.76890964428026*^9, 3.769135242785296*^9, + 3.769137120470574*^9, 3.769138854628717*^9, 3.769173861479599*^9, + 3.769228309277001*^9, 3.769488536636314*^9, 3.769488775493741*^9, + 3.7697540311309013`*^9, 3.7698493329786863`*^9, 3.769927143788989*^9, + 3.7699298474833517`*^9, 3.7699349643369827`*^9, {3.7700014615163918`*^9, + 3.770001486342461*^9}, 3.770089615045055*^9, 3.770091151999776*^9, + 3.7700911832234373`*^9, 3.77009121560664*^9, 3.770092860611184*^9, { + 3.770096733677506*^9, 3.770096743552308*^9}, 3.770175904771923*^9, + 3.770355813747511*^9, 3.770368575883328*^9, 3.7704310126844397`*^9, + 3.7704528133156967`*^9, 3.771218941512669*^9, 3.771673232190048*^9, + 3.771907031907504*^9, 3.771907439029517*^9, 3.771915621974977*^9, + 3.7721908396758137`*^9, 3.77219651143331*^9, 3.772247856888829*^9, + 3.7722566296994762`*^9, 3.772259084152637*^9, 3.772348455386256*^9, + 3.772367801749072*^9, 3.772370891811442*^9, {3.77242000146596*^9, + 3.7724200050229883`*^9}, 3.7724281731485243`*^9, 3.772428410081149*^9, + 3.772430677028174*^9, 3.772440462784586*^9, 3.772529273853674*^9, + 3.7728759142457733`*^9, 3.7728780519980917`*^9, 3.772885195029847*^9, + 3.772942823379051*^9, 3.7729434028029613`*^9, 3.772943543318931*^9, + 3.7729440577300873`*^9, 3.772949628763401*^9, 3.772950463819756*^9, + 3.772950515768664*^9, 3.773049286443142*^9, 3.7730496313722057`*^9, + 3.773144076011161*^9, 3.773460624127591*^9, 3.7734639993643*^9, + 3.7734713127079906`*^9, 3.773478884641347*^9, 3.773479639752248*^9, + 3.7734819682595043`*^9, 3.773645277661384*^9, 3.773646804937044*^9, + 3.773986250904626*^9, 3.7765100953056383`*^9, 3.776579083431468*^9, + 3.776662521396657*^9, 3.7766687415984173`*^9, 3.776669989743709*^9, + 3.7766754714989023`*^9, 3.7766763661356173`*^9, 3.776677554983851*^9, + 3.776678156945221*^9, 3.776679730384227*^9, 3.7766797995218353`*^9, + 3.776679922527975*^9, 3.776681466538108*^9, 3.776762885901209*^9, + 3.7770248152256727`*^9, 3.77711769599905*^9, 3.7771849674192142`*^9, + 3.77762564250346*^9, 3.777690720738963*^9, 3.7777253762606087`*^9, + 3.777786888754923*^9, 3.777953025556863*^9, 3.777964327722644*^9, + 3.778220763638605*^9, 3.778241133006884*^9, 3.77824221545049*^9, + 3.778389851806761*^9, 3.778489688892495*^9, 3.778834393767021*^9, + 3.778913036796289*^9, 3.7789186486061497`*^9, 3.778999683599246*^9, + 3.779014947266182*^9, 3.779016358891302*^9, 3.779091498784801*^9, + 3.779109063617063*^9, 3.77943804301024*^9, 3.7794390356224527`*^9, + 3.779446129998694*^9, 3.779512777100968*^9, 3.779514823682631*^9, + 3.779514859562222*^9, 3.779544709953924*^9, 3.7795459145467453`*^9, + 3.779620255613166*^9, 3.779967327511076*^9, {3.780024275082299*^9, + 3.7800242987111483`*^9}, {3.7800243789563026`*^9, 3.780024392712452*^9}, + 3.78005038726173*^9, 3.7800611518316393`*^9, 3.780115034568583*^9, + 3.7801154414361067`*^9, {3.780997650057397*^9, 3.78099766439631*^9}, + 3.7824639813777742`*^9, 3.7839471685460453`*^9, 3.78504926862815*^9, + 3.785052849502256*^9, 3.785057077348769*^9, {3.785057141637362*^9, + 3.7850571599033833`*^9}, 3.785159356911799*^9, 3.7885250659535437`*^9, + 3.7885885882949257`*^9, 3.789016374575654*^9, 3.7891011635298862`*^9, + 3.797132624730732*^9, 3.7971350260463753`*^9, 3.799113710120328*^9, + 3.7991139854914227`*^9, 3.799119939271639*^9, 3.799121028607518*^9, + 3.79912168285885*^9, 3.799121965114169*^9, 3.7991220861947727`*^9, { + 3.7991222754707747`*^9, 3.799122302610426*^9}, 3.800074675182968*^9, + 3.8000888764634867`*^9, 3.8001483829496517`*^9, {3.800539328667665*^9, + 3.80053935006597*^9}, 3.8006102047427683`*^9}, + CellLabel-> + "During evaluation of \ +In[45]:=",ExpressionUUID->"e35239b8-4b5d-4705-b2e9-7e7db1c67ae2"], + +Cell[BoxData[ + InterpretationBox[ + RowBox[{"\<\"\[Chi]1 = \"\>", "\[InvisibleSpace]", "0.330000004123`"}], + SequenceForm["\[Chi]1 = ", 0.330000004123], + Editable->False]], "Print", + CellChangeTimes->{{3.717223923734548*^9, 3.717223928214951*^9}, { + 3.717223971239379*^9, 3.7172239766293097`*^9}, {3.717233931322109*^9, + 3.7172339602600603`*^9}, 3.717234266025383*^9, 3.717389811826817*^9, + 3.717397798635911*^9, 3.717409088225647*^9, 3.719042269449914*^9, + 3.71972571685752*^9, 3.720497982809791*^9, 3.7206017968494253`*^9, + 3.762057944992012*^9, 3.762171308612159*^9, 3.762185878959035*^9, + 3.762230704000032*^9, 3.76257969223776*^9, 3.762579775163062*^9, + 3.76260246063175*^9, 3.762603825586153*^9, {3.7626818315079517`*^9, + 3.76268183964472*^9}, {3.762682055451223*^9, 3.762682065259396*^9}, + 3.764310838838461*^9, 3.76439221561644*^9, 3.764406820576201*^9, + 3.7644071524893913`*^9, 3.764416941641247*^9, 3.764471035389357*^9, + 3.764502311266172*^9, 3.76451318673353*^9, 3.764567390943874*^9, + 3.768568011438259*^9, 3.768572299139023*^9, 3.768645828428453*^9, + 3.7686498406439943`*^9, 3.7687018467692337`*^9, 3.7687065345918627`*^9, + 3.768882355269024*^9, 3.76890964428026*^9, 3.769135242785296*^9, + 3.769137120470574*^9, 3.769138854628717*^9, 3.769173861479599*^9, + 3.769228309277001*^9, 3.769488536636314*^9, 3.769488775493741*^9, + 3.7697540311309013`*^9, 3.7698493329786863`*^9, 3.769927143788989*^9, + 3.7699298474833517`*^9, 3.7699349643369827`*^9, {3.7700014615163918`*^9, + 3.770001486342461*^9}, 3.770089615045055*^9, 3.770091151999776*^9, + 3.7700911832234373`*^9, 3.77009121560664*^9, 3.770092860611184*^9, { + 3.770096733677506*^9, 3.770096743552308*^9}, 3.770175904771923*^9, + 3.770355813747511*^9, 3.770368575883328*^9, 3.7704310126844397`*^9, + 3.7704528133156967`*^9, 3.771218941512669*^9, 3.771673232190048*^9, + 3.771907031907504*^9, 3.771907439029517*^9, 3.771915621974977*^9, + 3.7721908396758137`*^9, 3.77219651143331*^9, 3.772247856888829*^9, + 3.7722566296994762`*^9, 3.772259084152637*^9, 3.772348455386256*^9, + 3.772367801749072*^9, 3.772370891811442*^9, {3.77242000146596*^9, + 3.7724200050229883`*^9}, 3.7724281731485243`*^9, 3.772428410081149*^9, + 3.772430677028174*^9, 3.772440462784586*^9, 3.772529273853674*^9, + 3.7728759142457733`*^9, 3.7728780519980917`*^9, 3.772885195029847*^9, + 3.772942823379051*^9, 3.7729434028029613`*^9, 3.772943543318931*^9, + 3.7729440577300873`*^9, 3.772949628763401*^9, 3.772950463819756*^9, + 3.772950515768664*^9, 3.773049286443142*^9, 3.7730496313722057`*^9, + 3.773144076011161*^9, 3.773460624127591*^9, 3.7734639993643*^9, + 3.7734713127079906`*^9, 3.773478884641347*^9, 3.773479639752248*^9, + 3.7734819682595043`*^9, 3.773645277661384*^9, 3.773646804937044*^9, + 3.773986250904626*^9, 3.7765100953056383`*^9, 3.776579083431468*^9, + 3.776662521396657*^9, 3.7766687415984173`*^9, 3.776669989743709*^9, + 3.7766754714989023`*^9, 3.7766763661356173`*^9, 3.776677554983851*^9, + 3.776678156945221*^9, 3.776679730384227*^9, 3.7766797995218353`*^9, + 3.776679922527975*^9, 3.776681466538108*^9, 3.776762885901209*^9, + 3.7770248152256727`*^9, 3.77711769599905*^9, 3.7771849674192142`*^9, + 3.77762564250346*^9, 3.777690720738963*^9, 3.7777253762606087`*^9, + 3.777786888754923*^9, 3.777953025556863*^9, 3.777964327722644*^9, + 3.778220763638605*^9, 3.778241133006884*^9, 3.77824221545049*^9, + 3.778389851806761*^9, 3.778489688892495*^9, 3.778834393767021*^9, + 3.778913036796289*^9, 3.7789186486061497`*^9, 3.778999683599246*^9, + 3.779014947266182*^9, 3.779016358891302*^9, 3.779091498784801*^9, + 3.779109063617063*^9, 3.77943804301024*^9, 3.7794390356224527`*^9, + 3.779446129998694*^9, 3.779512777100968*^9, 3.779514823682631*^9, + 3.779514859562222*^9, 3.779544709953924*^9, 3.7795459145467453`*^9, + 3.779620255613166*^9, 3.779967327511076*^9, {3.780024275082299*^9, + 3.7800242987111483`*^9}, {3.7800243789563026`*^9, 3.780024392712452*^9}, + 3.78005038726173*^9, 3.7800611518316393`*^9, 3.780115034568583*^9, + 3.7801154414361067`*^9, {3.780997650057397*^9, 3.78099766439631*^9}, + 3.7824639813777742`*^9, 3.7839471685460453`*^9, 3.78504926862815*^9, + 3.785052849502256*^9, 3.785057077348769*^9, {3.785057141637362*^9, + 3.7850571599033833`*^9}, 3.785159356911799*^9, 3.7885250659535437`*^9, + 3.7885885882949257`*^9, 3.789016374575654*^9, 3.7891011635298862`*^9, + 3.797132624730732*^9, 3.7971350260463753`*^9, 3.799113710120328*^9, + 3.7991139854914227`*^9, 3.799119939271639*^9, 3.799121028607518*^9, + 3.79912168285885*^9, 3.799121965114169*^9, 3.7991220861947727`*^9, { + 3.7991222754707747`*^9, 3.799122302610426*^9}, 3.800074675182968*^9, + 3.8000888764634867`*^9, 3.8001483829496517`*^9, {3.800539328667665*^9, + 3.80053935006597*^9}, 3.8006102047464447`*^9}, + CellLabel-> + "During evaluation of \ +In[45]:=",ExpressionUUID->"383a13d3-b942-4d0b-a7e4-91d234bce03c"], + +Cell[BoxData[ + InterpretationBox[ + RowBox[{"\<\"\[Chi]2 = \"\>", "\[InvisibleSpace]", + RowBox[{"-", "0.440000004931`"}]}], + SequenceForm["\[Chi]2 = ", -0.440000004931], + Editable->False]], "Print", + CellChangeTimes->{{3.717223923734548*^9, 3.717223928214951*^9}, { + 3.717223971239379*^9, 3.7172239766293097`*^9}, {3.717233931322109*^9, + 3.7172339602600603`*^9}, 3.717234266025383*^9, 3.717389811826817*^9, + 3.717397798635911*^9, 3.717409088225647*^9, 3.719042269449914*^9, + 3.71972571685752*^9, 3.720497982809791*^9, 3.7206017968494253`*^9, + 3.762057944992012*^9, 3.762171308612159*^9, 3.762185878959035*^9, + 3.762230704000032*^9, 3.76257969223776*^9, 3.762579775163062*^9, + 3.76260246063175*^9, 3.762603825586153*^9, {3.7626818315079517`*^9, + 3.76268183964472*^9}, {3.762682055451223*^9, 3.762682065259396*^9}, + 3.764310838838461*^9, 3.76439221561644*^9, 3.764406820576201*^9, + 3.7644071524893913`*^9, 3.764416941641247*^9, 3.764471035389357*^9, + 3.764502311266172*^9, 3.76451318673353*^9, 3.764567390943874*^9, + 3.768568011438259*^9, 3.768572299139023*^9, 3.768645828428453*^9, + 3.7686498406439943`*^9, 3.7687018467692337`*^9, 3.7687065345918627`*^9, + 3.768882355269024*^9, 3.76890964428026*^9, 3.769135242785296*^9, + 3.769137120470574*^9, 3.769138854628717*^9, 3.769173861479599*^9, + 3.769228309277001*^9, 3.769488536636314*^9, 3.769488775493741*^9, + 3.7697540311309013`*^9, 3.7698493329786863`*^9, 3.769927143788989*^9, + 3.7699298474833517`*^9, 3.7699349643369827`*^9, {3.7700014615163918`*^9, + 3.770001486342461*^9}, 3.770089615045055*^9, 3.770091151999776*^9, + 3.7700911832234373`*^9, 3.77009121560664*^9, 3.770092860611184*^9, { + 3.770096733677506*^9, 3.770096743552308*^9}, 3.770175904771923*^9, + 3.770355813747511*^9, 3.770368575883328*^9, 3.7704310126844397`*^9, + 3.7704528133156967`*^9, 3.771218941512669*^9, 3.771673232190048*^9, + 3.771907031907504*^9, 3.771907439029517*^9, 3.771915621974977*^9, + 3.7721908396758137`*^9, 3.77219651143331*^9, 3.772247856888829*^9, + 3.7722566296994762`*^9, 3.772259084152637*^9, 3.772348455386256*^9, + 3.772367801749072*^9, 3.772370891811442*^9, {3.77242000146596*^9, + 3.7724200050229883`*^9}, 3.7724281731485243`*^9, 3.772428410081149*^9, + 3.772430677028174*^9, 3.772440462784586*^9, 3.772529273853674*^9, + 3.7728759142457733`*^9, 3.7728780519980917`*^9, 3.772885195029847*^9, + 3.772942823379051*^9, 3.7729434028029613`*^9, 3.772943543318931*^9, + 3.7729440577300873`*^9, 3.772949628763401*^9, 3.772950463819756*^9, + 3.772950515768664*^9, 3.773049286443142*^9, 3.7730496313722057`*^9, + 3.773144076011161*^9, 3.773460624127591*^9, 3.7734639993643*^9, + 3.7734713127079906`*^9, 3.773478884641347*^9, 3.773479639752248*^9, + 3.7734819682595043`*^9, 3.773645277661384*^9, 3.773646804937044*^9, + 3.773986250904626*^9, 3.7765100953056383`*^9, 3.776579083431468*^9, + 3.776662521396657*^9, 3.7766687415984173`*^9, 3.776669989743709*^9, + 3.7766754714989023`*^9, 3.7766763661356173`*^9, 3.776677554983851*^9, + 3.776678156945221*^9, 3.776679730384227*^9, 3.7766797995218353`*^9, + 3.776679922527975*^9, 3.776681466538108*^9, 3.776762885901209*^9, + 3.7770248152256727`*^9, 3.77711769599905*^9, 3.7771849674192142`*^9, + 3.77762564250346*^9, 3.777690720738963*^9, 3.7777253762606087`*^9, + 3.777786888754923*^9, 3.777953025556863*^9, 3.777964327722644*^9, + 3.778220763638605*^9, 3.778241133006884*^9, 3.77824221545049*^9, + 3.778389851806761*^9, 3.778489688892495*^9, 3.778834393767021*^9, + 3.778913036796289*^9, 3.7789186486061497`*^9, 3.778999683599246*^9, + 3.779014947266182*^9, 3.779016358891302*^9, 3.779091498784801*^9, + 3.779109063617063*^9, 3.77943804301024*^9, 3.7794390356224527`*^9, + 3.779446129998694*^9, 3.779512777100968*^9, 3.779514823682631*^9, + 3.779514859562222*^9, 3.779544709953924*^9, 3.7795459145467453`*^9, + 3.779620255613166*^9, 3.779967327511076*^9, {3.780024275082299*^9, + 3.7800242987111483`*^9}, {3.7800243789563026`*^9, 3.780024392712452*^9}, + 3.78005038726173*^9, 3.7800611518316393`*^9, 3.780115034568583*^9, + 3.7801154414361067`*^9, {3.780997650057397*^9, 3.78099766439631*^9}, + 3.7824639813777742`*^9, 3.7839471685460453`*^9, 3.78504926862815*^9, + 3.785052849502256*^9, 3.785057077348769*^9, {3.785057141637362*^9, + 3.7850571599033833`*^9}, 3.785159356911799*^9, 3.7885250659535437`*^9, + 3.7885885882949257`*^9, 3.789016374575654*^9, 3.7891011635298862`*^9, + 3.797132624730732*^9, 3.7971350260463753`*^9, 3.799113710120328*^9, + 3.7991139854914227`*^9, 3.799119939271639*^9, 3.799121028607518*^9, + 3.79912168285885*^9, 3.799121965114169*^9, 3.7991220861947727`*^9, { + 3.7991222754707747`*^9, 3.799122302610426*^9}, 3.800074675182968*^9, + 3.8000888764634867`*^9, 3.8001483829496517`*^9, {3.800539328667665*^9, + 3.80053935006597*^9}, 3.8006102047478456`*^9}, + CellLabel-> + "During evaluation of \ +In[45]:=",ExpressionUUID->"8260577c-5769-4281-9f56-959e6eafa8aa"], + +Cell[BoxData[ + InterpretationBox[ + RowBox[{"\<\"m1/m2 = \"\>", "\[InvisibleSpace]", "1.2212121220112675`"}], + SequenceForm["m1/m2 = ", 1.2212121220112675`], + Editable->False]], "Print", + CellChangeTimes->{{3.717223923734548*^9, 3.717223928214951*^9}, { + 3.717223971239379*^9, 3.7172239766293097`*^9}, {3.717233931322109*^9, + 3.7172339602600603`*^9}, 3.717234266025383*^9, 3.717389811826817*^9, + 3.717397798635911*^9, 3.717409088225647*^9, 3.719042269449914*^9, + 3.71972571685752*^9, 3.720497982809791*^9, 3.7206017968494253`*^9, + 3.762057944992012*^9, 3.762171308612159*^9, 3.762185878959035*^9, + 3.762230704000032*^9, 3.76257969223776*^9, 3.762579775163062*^9, + 3.76260246063175*^9, 3.762603825586153*^9, {3.7626818315079517`*^9, + 3.76268183964472*^9}, {3.762682055451223*^9, 3.762682065259396*^9}, + 3.764310838838461*^9, 3.76439221561644*^9, 3.764406820576201*^9, + 3.7644071524893913`*^9, 3.764416941641247*^9, 3.764471035389357*^9, + 3.764502311266172*^9, 3.76451318673353*^9, 3.764567390943874*^9, + 3.768568011438259*^9, 3.768572299139023*^9, 3.768645828428453*^9, + 3.7686498406439943`*^9, 3.7687018467692337`*^9, 3.7687065345918627`*^9, + 3.768882355269024*^9, 3.76890964428026*^9, 3.769135242785296*^9, + 3.769137120470574*^9, 3.769138854628717*^9, 3.769173861479599*^9, + 3.769228309277001*^9, 3.769488536636314*^9, 3.769488775493741*^9, + 3.7697540311309013`*^9, 3.7698493329786863`*^9, 3.769927143788989*^9, + 3.7699298474833517`*^9, 3.7699349643369827`*^9, {3.7700014615163918`*^9, + 3.770001486342461*^9}, 3.770089615045055*^9, 3.770091151999776*^9, + 3.7700911832234373`*^9, 3.77009121560664*^9, 3.770092860611184*^9, { + 3.770096733677506*^9, 3.770096743552308*^9}, 3.770175904771923*^9, + 3.770355813747511*^9, 3.770368575883328*^9, 3.7704310126844397`*^9, + 3.7704528133156967`*^9, 3.771218941512669*^9, 3.771673232190048*^9, + 3.771907031907504*^9, 3.771907439029517*^9, 3.771915621974977*^9, + 3.7721908396758137`*^9, 3.77219651143331*^9, 3.772247856888829*^9, + 3.7722566296994762`*^9, 3.772259084152637*^9, 3.772348455386256*^9, + 3.772367801749072*^9, 3.772370891811442*^9, {3.77242000146596*^9, + 3.7724200050229883`*^9}, 3.7724281731485243`*^9, 3.772428410081149*^9, + 3.772430677028174*^9, 3.772440462784586*^9, 3.772529273853674*^9, + 3.7728759142457733`*^9, 3.7728780519980917`*^9, 3.772885195029847*^9, + 3.772942823379051*^9, 3.7729434028029613`*^9, 3.772943543318931*^9, + 3.7729440577300873`*^9, 3.772949628763401*^9, 3.772950463819756*^9, + 3.772950515768664*^9, 3.773049286443142*^9, 3.7730496313722057`*^9, + 3.773144076011161*^9, 3.773460624127591*^9, 3.7734639993643*^9, + 3.7734713127079906`*^9, 3.773478884641347*^9, 3.773479639752248*^9, + 3.7734819682595043`*^9, 3.773645277661384*^9, 3.773646804937044*^9, + 3.773986250904626*^9, 3.7765100953056383`*^9, 3.776579083431468*^9, + 3.776662521396657*^9, 3.7766687415984173`*^9, 3.776669989743709*^9, + 3.7766754714989023`*^9, 3.7766763661356173`*^9, 3.776677554983851*^9, + 3.776678156945221*^9, 3.776679730384227*^9, 3.7766797995218353`*^9, + 3.776679922527975*^9, 3.776681466538108*^9, 3.776762885901209*^9, + 3.7770248152256727`*^9, 3.77711769599905*^9, 3.7771849674192142`*^9, + 3.77762564250346*^9, 3.777690720738963*^9, 3.7777253762606087`*^9, + 3.777786888754923*^9, 3.777953025556863*^9, 3.777964327722644*^9, + 3.778220763638605*^9, 3.778241133006884*^9, 3.77824221545049*^9, + 3.778389851806761*^9, 3.778489688892495*^9, 3.778834393767021*^9, + 3.778913036796289*^9, 3.7789186486061497`*^9, 3.778999683599246*^9, + 3.779014947266182*^9, 3.779016358891302*^9, 3.779091498784801*^9, + 3.779109063617063*^9, 3.77943804301024*^9, 3.7794390356224527`*^9, + 3.779446129998694*^9, 3.779512777100968*^9, 3.779514823682631*^9, + 3.779514859562222*^9, 3.779544709953924*^9, 3.7795459145467453`*^9, + 3.779620255613166*^9, 3.779967327511076*^9, {3.780024275082299*^9, + 3.7800242987111483`*^9}, {3.7800243789563026`*^9, 3.780024392712452*^9}, + 3.78005038726173*^9, 3.7800611518316393`*^9, 3.780115034568583*^9, + 3.7801154414361067`*^9, {3.780997650057397*^9, 3.78099766439631*^9}, + 3.7824639813777742`*^9, 3.7839471685460453`*^9, 3.78504926862815*^9, + 3.785052849502256*^9, 3.785057077348769*^9, {3.785057141637362*^9, + 3.7850571599033833`*^9}, 3.785159356911799*^9, 3.7885250659535437`*^9, + 3.7885885882949257`*^9, 3.789016374575654*^9, 3.7891011635298862`*^9, + 3.797132624730732*^9, 3.7971350260463753`*^9, 3.799113710120328*^9, + 3.7991139854914227`*^9, 3.799119939271639*^9, 3.799121028607518*^9, + 3.79912168285885*^9, 3.799121965114169*^9, 3.7991220861947727`*^9, { + 3.7991222754707747`*^9, 3.799122302610426*^9}, 3.800074675182968*^9, + 3.8000888764634867`*^9, 3.8001483829496517`*^9, {3.800539328667665*^9, + 3.80053935006597*^9}, 3.800610204749322*^9}, + CellLabel-> + "During evaluation of \ +In[45]:=",ExpressionUUID->"02cb4272-1c1d-4349-927e-ad16deffce3e"], + +Cell[BoxData[ + InterpretationBox[ + RowBox[{"\<\"m1\[CenterDot]m2 = \"\>", "\[InvisibleSpace]", + "0.24752042195416796`"}], + SequenceForm["m1\[CenterDot]m2 = ", 0.24752042195416796`], + Editable->False]], "Print", + CellChangeTimes->{{3.717223923734548*^9, 3.717223928214951*^9}, { + 3.717223971239379*^9, 3.7172239766293097`*^9}, {3.717233931322109*^9, + 3.7172339602600603`*^9}, 3.717234266025383*^9, 3.717389811826817*^9, + 3.717397798635911*^9, 3.717409088225647*^9, 3.719042269449914*^9, + 3.71972571685752*^9, 3.720497982809791*^9, 3.7206017968494253`*^9, + 3.762057944992012*^9, 3.762171308612159*^9, 3.762185878959035*^9, + 3.762230704000032*^9, 3.76257969223776*^9, 3.762579775163062*^9, + 3.76260246063175*^9, 3.762603825586153*^9, {3.7626818315079517`*^9, + 3.76268183964472*^9}, {3.762682055451223*^9, 3.762682065259396*^9}, + 3.764310838838461*^9, 3.76439221561644*^9, 3.764406820576201*^9, + 3.7644071524893913`*^9, 3.764416941641247*^9, 3.764471035389357*^9, + 3.764502311266172*^9, 3.76451318673353*^9, 3.764567390943874*^9, + 3.768568011438259*^9, 3.768572299139023*^9, 3.768645828428453*^9, + 3.7686498406439943`*^9, 3.7687018467692337`*^9, 3.7687065345918627`*^9, + 3.768882355269024*^9, 3.76890964428026*^9, 3.769135242785296*^9, + 3.769137120470574*^9, 3.769138854628717*^9, 3.769173861479599*^9, + 3.769228309277001*^9, 3.769488536636314*^9, 3.769488775493741*^9, + 3.7697540311309013`*^9, 3.7698493329786863`*^9, 3.769927143788989*^9, + 3.7699298474833517`*^9, 3.7699349643369827`*^9, {3.7700014615163918`*^9, + 3.770001486342461*^9}, 3.770089615045055*^9, 3.770091151999776*^9, + 3.7700911832234373`*^9, 3.77009121560664*^9, 3.770092860611184*^9, { + 3.770096733677506*^9, 3.770096743552308*^9}, 3.770175904771923*^9, + 3.770355813747511*^9, 3.770368575883328*^9, 3.7704310126844397`*^9, + 3.7704528133156967`*^9, 3.771218941512669*^9, 3.771673232190048*^9, + 3.771907031907504*^9, 3.771907439029517*^9, 3.771915621974977*^9, + 3.7721908396758137`*^9, 3.77219651143331*^9, 3.772247856888829*^9, + 3.7722566296994762`*^9, 3.772259084152637*^9, 3.772348455386256*^9, + 3.772367801749072*^9, 3.772370891811442*^9, {3.77242000146596*^9, + 3.7724200050229883`*^9}, 3.7724281731485243`*^9, 3.772428410081149*^9, + 3.772430677028174*^9, 3.772440462784586*^9, 3.772529273853674*^9, + 3.7728759142457733`*^9, 3.7728780519980917`*^9, 3.772885195029847*^9, + 3.772942823379051*^9, 3.7729434028029613`*^9, 3.772943543318931*^9, + 3.7729440577300873`*^9, 3.772949628763401*^9, 3.772950463819756*^9, + 3.772950515768664*^9, 3.773049286443142*^9, 3.7730496313722057`*^9, + 3.773144076011161*^9, 3.773460624127591*^9, 3.7734639993643*^9, + 3.7734713127079906`*^9, 3.773478884641347*^9, 3.773479639752248*^9, + 3.7734819682595043`*^9, 3.773645277661384*^9, 3.773646804937044*^9, + 3.773986250904626*^9, 3.7765100953056383`*^9, 3.776579083431468*^9, + 3.776662521396657*^9, 3.7766687415984173`*^9, 3.776669989743709*^9, + 3.7766754714989023`*^9, 3.7766763661356173`*^9, 3.776677554983851*^9, + 3.776678156945221*^9, 3.776679730384227*^9, 3.7766797995218353`*^9, + 3.776679922527975*^9, 3.776681466538108*^9, 3.776762885901209*^9, + 3.7770248152256727`*^9, 3.77711769599905*^9, 3.7771849674192142`*^9, + 3.77762564250346*^9, 3.777690720738963*^9, 3.7777253762606087`*^9, + 3.777786888754923*^9, 3.777953025556863*^9, 3.777964327722644*^9, + 3.778220763638605*^9, 3.778241133006884*^9, 3.77824221545049*^9, + 3.778389851806761*^9, 3.778489688892495*^9, 3.778834393767021*^9, + 3.778913036796289*^9, 3.7789186486061497`*^9, 3.778999683599246*^9, + 3.779014947266182*^9, 3.779016358891302*^9, 3.779091498784801*^9, + 3.779109063617063*^9, 3.77943804301024*^9, 3.7794390356224527`*^9, + 3.779446129998694*^9, 3.779512777100968*^9, 3.779514823682631*^9, + 3.779514859562222*^9, 3.779544709953924*^9, 3.7795459145467453`*^9, + 3.779620255613166*^9, 3.779967327511076*^9, {3.780024275082299*^9, + 3.7800242987111483`*^9}, {3.7800243789563026`*^9, 3.780024392712452*^9}, + 3.78005038726173*^9, 3.7800611518316393`*^9, 3.780115034568583*^9, + 3.7801154414361067`*^9, {3.780997650057397*^9, 3.78099766439631*^9}, + 3.7824639813777742`*^9, 3.7839471685460453`*^9, 3.78504926862815*^9, + 3.785052849502256*^9, 3.785057077348769*^9, {3.785057141637362*^9, + 3.7850571599033833`*^9}, 3.785159356911799*^9, 3.7885250659535437`*^9, + 3.7885885882949257`*^9, 3.789016374575654*^9, 3.7891011635298862`*^9, + 3.797132624730732*^9, 3.7971350260463753`*^9, 3.799113710120328*^9, + 3.7991139854914227`*^9, 3.799119939271639*^9, 3.799121028607518*^9, + 3.79912168285885*^9, 3.799121965114169*^9, 3.7991220861947727`*^9, { + 3.7991222754707747`*^9, 3.799122302610426*^9}, 3.800074675182968*^9, + 3.8000888764634867`*^9, 3.8001483829496517`*^9, {3.800539328667665*^9, + 3.80053935006597*^9}, 3.8006102047512817`*^9}, + CellLabel-> + "During evaluation of \ +In[45]:=",ExpressionUUID->"6126b7cb-bca7-49b7-8263-2dd09b3e4039"], + +Cell[BoxData[ + InterpretationBox[ + RowBox[{"\<\"af = \"\>", "\[InvisibleSpace]", "0.692085186818`"}], + SequenceForm["af = ", 0.692085186818], + Editable->False]], "Print", + CellChangeTimes->{{3.717223923734548*^9, 3.717223928214951*^9}, { + 3.717223971239379*^9, 3.7172239766293097`*^9}, {3.717233931322109*^9, + 3.7172339602600603`*^9}, 3.717234266025383*^9, 3.717389811826817*^9, + 3.717397798635911*^9, 3.717409088225647*^9, 3.719042269449914*^9, + 3.71972571685752*^9, 3.720497982809791*^9, 3.7206017968494253`*^9, + 3.762057944992012*^9, 3.762171308612159*^9, 3.762185878959035*^9, + 3.762230704000032*^9, 3.76257969223776*^9, 3.762579775163062*^9, + 3.76260246063175*^9, 3.762603825586153*^9, {3.7626818315079517`*^9, + 3.76268183964472*^9}, {3.762682055451223*^9, 3.762682065259396*^9}, + 3.764310838838461*^9, 3.76439221561644*^9, 3.764406820576201*^9, + 3.7644071524893913`*^9, 3.764416941641247*^9, 3.764471035389357*^9, + 3.764502311266172*^9, 3.76451318673353*^9, 3.764567390943874*^9, + 3.768568011438259*^9, 3.768572299139023*^9, 3.768645828428453*^9, + 3.7686498406439943`*^9, 3.7687018467692337`*^9, 3.7687065345918627`*^9, + 3.768882355269024*^9, 3.76890964428026*^9, 3.769135242785296*^9, + 3.769137120470574*^9, 3.769138854628717*^9, 3.769173861479599*^9, + 3.769228309277001*^9, 3.769488536636314*^9, 3.769488775493741*^9, + 3.7697540311309013`*^9, 3.7698493329786863`*^9, 3.769927143788989*^9, + 3.7699298474833517`*^9, 3.7699349643369827`*^9, {3.7700014615163918`*^9, + 3.770001486342461*^9}, 3.770089615045055*^9, 3.770091151999776*^9, + 3.7700911832234373`*^9, 3.77009121560664*^9, 3.770092860611184*^9, { + 3.770096733677506*^9, 3.770096743552308*^9}, 3.770175904771923*^9, + 3.770355813747511*^9, 3.770368575883328*^9, 3.7704310126844397`*^9, + 3.7704528133156967`*^9, 3.771218941512669*^9, 3.771673232190048*^9, + 3.771907031907504*^9, 3.771907439029517*^9, 3.771915621974977*^9, + 3.7721908396758137`*^9, 3.77219651143331*^9, 3.772247856888829*^9, + 3.7722566296994762`*^9, 3.772259084152637*^9, 3.772348455386256*^9, + 3.772367801749072*^9, 3.772370891811442*^9, {3.77242000146596*^9, + 3.7724200050229883`*^9}, 3.7724281731485243`*^9, 3.772428410081149*^9, + 3.772430677028174*^9, 3.772440462784586*^9, 3.772529273853674*^9, + 3.7728759142457733`*^9, 3.7728780519980917`*^9, 3.772885195029847*^9, + 3.772942823379051*^9, 3.7729434028029613`*^9, 3.772943543318931*^9, + 3.7729440577300873`*^9, 3.772949628763401*^9, 3.772950463819756*^9, + 3.772950515768664*^9, 3.773049286443142*^9, 3.7730496313722057`*^9, + 3.773144076011161*^9, 3.773460624127591*^9, 3.7734639993643*^9, + 3.7734713127079906`*^9, 3.773478884641347*^9, 3.773479639752248*^9, + 3.7734819682595043`*^9, 3.773645277661384*^9, 3.773646804937044*^9, + 3.773986250904626*^9, 3.7765100953056383`*^9, 3.776579083431468*^9, + 3.776662521396657*^9, 3.7766687415984173`*^9, 3.776669989743709*^9, + 3.7766754714989023`*^9, 3.7766763661356173`*^9, 3.776677554983851*^9, + 3.776678156945221*^9, 3.776679730384227*^9, 3.7766797995218353`*^9, + 3.776679922527975*^9, 3.776681466538108*^9, 3.776762885901209*^9, + 3.7770248152256727`*^9, 3.77711769599905*^9, 3.7771849674192142`*^9, + 3.77762564250346*^9, 3.777690720738963*^9, 3.7777253762606087`*^9, + 3.777786888754923*^9, 3.777953025556863*^9, 3.777964327722644*^9, + 3.778220763638605*^9, 3.778241133006884*^9, 3.77824221545049*^9, + 3.778389851806761*^9, 3.778489688892495*^9, 3.778834393767021*^9, + 3.778913036796289*^9, 3.7789186486061497`*^9, 3.778999683599246*^9, + 3.779014947266182*^9, 3.779016358891302*^9, 3.779091498784801*^9, + 3.779109063617063*^9, 3.77943804301024*^9, 3.7794390356224527`*^9, + 3.779446129998694*^9, 3.779512777100968*^9, 3.779514823682631*^9, + 3.779514859562222*^9, 3.779544709953924*^9, 3.7795459145467453`*^9, + 3.779620255613166*^9, 3.779967327511076*^9, {3.780024275082299*^9, + 3.7800242987111483`*^9}, {3.7800243789563026`*^9, 3.780024392712452*^9}, + 3.78005038726173*^9, 3.7800611518316393`*^9, 3.780115034568583*^9, + 3.7801154414361067`*^9, {3.780997650057397*^9, 3.78099766439631*^9}, + 3.7824639813777742`*^9, 3.7839471685460453`*^9, 3.78504926862815*^9, + 3.785052849502256*^9, 3.785057077348769*^9, {3.785057141637362*^9, + 3.7850571599033833`*^9}, 3.785159356911799*^9, 3.7885250659535437`*^9, + 3.7885885882949257`*^9, 3.789016374575654*^9, 3.7891011635298862`*^9, + 3.797132624730732*^9, 3.7971350260463753`*^9, 3.799113710120328*^9, + 3.7991139854914227`*^9, 3.799119939271639*^9, 3.799121028607518*^9, + 3.79912168285885*^9, 3.799121965114169*^9, 3.7991220861947727`*^9, { + 3.7991222754707747`*^9, 3.799122302610426*^9}, 3.800074675182968*^9, + 3.8000888764634867`*^9, 3.8001483829496517`*^9, {3.800539328667665*^9, + 3.80053935006597*^9}, 3.800610204752871*^9}, + CellLabel-> + "During evaluation of \ +In[45]:=",ExpressionUUID->"2f981408-228c-4989-9158-a1999cdab889"], + +Cell[BoxData[ + InterpretationBox[ + RowBox[{"\<\"mf = \"\>", "\[InvisibleSpace]", "0.952032939704`"}], + SequenceForm["mf = ", 0.952032939704], + Editable->False]], "Print", + CellChangeTimes->{{3.717223923734548*^9, 3.717223928214951*^9}, { + 3.717223971239379*^9, 3.7172239766293097`*^9}, {3.717233931322109*^9, + 3.7172339602600603`*^9}, 3.717234266025383*^9, 3.717389811826817*^9, + 3.717397798635911*^9, 3.717409088225647*^9, 3.719042269449914*^9, + 3.71972571685752*^9, 3.720497982809791*^9, 3.7206017968494253`*^9, + 3.762057944992012*^9, 3.762171308612159*^9, 3.762185878959035*^9, + 3.762230704000032*^9, 3.76257969223776*^9, 3.762579775163062*^9, + 3.76260246063175*^9, 3.762603825586153*^9, {3.7626818315079517`*^9, + 3.76268183964472*^9}, {3.762682055451223*^9, 3.762682065259396*^9}, + 3.764310838838461*^9, 3.76439221561644*^9, 3.764406820576201*^9, + 3.7644071524893913`*^9, 3.764416941641247*^9, 3.764471035389357*^9, + 3.764502311266172*^9, 3.76451318673353*^9, 3.764567390943874*^9, + 3.768568011438259*^9, 3.768572299139023*^9, 3.768645828428453*^9, + 3.7686498406439943`*^9, 3.7687018467692337`*^9, 3.7687065345918627`*^9, + 3.768882355269024*^9, 3.76890964428026*^9, 3.769135242785296*^9, + 3.769137120470574*^9, 3.769138854628717*^9, 3.769173861479599*^9, + 3.769228309277001*^9, 3.769488536636314*^9, 3.769488775493741*^9, + 3.7697540311309013`*^9, 3.7698493329786863`*^9, 3.769927143788989*^9, + 3.7699298474833517`*^9, 3.7699349643369827`*^9, {3.7700014615163918`*^9, + 3.770001486342461*^9}, 3.770089615045055*^9, 3.770091151999776*^9, + 3.7700911832234373`*^9, 3.77009121560664*^9, 3.770092860611184*^9, { + 3.770096733677506*^9, 3.770096743552308*^9}, 3.770175904771923*^9, + 3.770355813747511*^9, 3.770368575883328*^9, 3.7704310126844397`*^9, + 3.7704528133156967`*^9, 3.771218941512669*^9, 3.771673232190048*^9, + 3.771907031907504*^9, 3.771907439029517*^9, 3.771915621974977*^9, + 3.7721908396758137`*^9, 3.77219651143331*^9, 3.772247856888829*^9, + 3.7722566296994762`*^9, 3.772259084152637*^9, 3.772348455386256*^9, + 3.772367801749072*^9, 3.772370891811442*^9, {3.77242000146596*^9, + 3.7724200050229883`*^9}, 3.7724281731485243`*^9, 3.772428410081149*^9, + 3.772430677028174*^9, 3.772440462784586*^9, 3.772529273853674*^9, + 3.7728759142457733`*^9, 3.7728780519980917`*^9, 3.772885195029847*^9, + 3.772942823379051*^9, 3.7729434028029613`*^9, 3.772943543318931*^9, + 3.7729440577300873`*^9, 3.772949628763401*^9, 3.772950463819756*^9, + 3.772950515768664*^9, 3.773049286443142*^9, 3.7730496313722057`*^9, + 3.773144076011161*^9, 3.773460624127591*^9, 3.7734639993643*^9, + 3.7734713127079906`*^9, 3.773478884641347*^9, 3.773479639752248*^9, + 3.7734819682595043`*^9, 3.773645277661384*^9, 3.773646804937044*^9, + 3.773986250904626*^9, 3.7765100953056383`*^9, 3.776579083431468*^9, + 3.776662521396657*^9, 3.7766687415984173`*^9, 3.776669989743709*^9, + 3.7766754714989023`*^9, 3.7766763661356173`*^9, 3.776677554983851*^9, + 3.776678156945221*^9, 3.776679730384227*^9, 3.7766797995218353`*^9, + 3.776679922527975*^9, 3.776681466538108*^9, 3.776762885901209*^9, + 3.7770248152256727`*^9, 3.77711769599905*^9, 3.7771849674192142`*^9, + 3.77762564250346*^9, 3.777690720738963*^9, 3.7777253762606087`*^9, + 3.777786888754923*^9, 3.777953025556863*^9, 3.777964327722644*^9, + 3.778220763638605*^9, 3.778241133006884*^9, 3.77824221545049*^9, + 3.778389851806761*^9, 3.778489688892495*^9, 3.778834393767021*^9, + 3.778913036796289*^9, 3.7789186486061497`*^9, 3.778999683599246*^9, + 3.779014947266182*^9, 3.779016358891302*^9, 3.779091498784801*^9, + 3.779109063617063*^9, 3.77943804301024*^9, 3.7794390356224527`*^9, + 3.779446129998694*^9, 3.779512777100968*^9, 3.779514823682631*^9, + 3.779514859562222*^9, 3.779544709953924*^9, 3.7795459145467453`*^9, + 3.779620255613166*^9, 3.779967327511076*^9, {3.780024275082299*^9, + 3.7800242987111483`*^9}, {3.7800243789563026`*^9, 3.780024392712452*^9}, + 3.78005038726173*^9, 3.7800611518316393`*^9, 3.780115034568583*^9, + 3.7801154414361067`*^9, {3.780997650057397*^9, 3.78099766439631*^9}, + 3.7824639813777742`*^9, 3.7839471685460453`*^9, 3.78504926862815*^9, + 3.785052849502256*^9, 3.785057077348769*^9, {3.785057141637362*^9, + 3.7850571599033833`*^9}, 3.785159356911799*^9, 3.7885250659535437`*^9, + 3.7885885882949257`*^9, 3.789016374575654*^9, 3.7891011635298862`*^9, + 3.797132624730732*^9, 3.7971350260463753`*^9, 3.799113710120328*^9, + 3.7991139854914227`*^9, 3.799119939271639*^9, 3.799121028607518*^9, + 3.79912168285885*^9, 3.799121965114169*^9, 3.7991220861947727`*^9, { + 3.7991222754707747`*^9, 3.799122302610426*^9}, 3.800074675182968*^9, + 3.8000888764634867`*^9, 3.8001483829496517`*^9, {3.800539328667665*^9, + 3.80053935006597*^9}, 3.8006102047543163`*^9}, + CellLabel-> + "During evaluation of \ +In[45]:=",ExpressionUUID->"88089d62-7c42-46fe-8514-507f8dfd523a"], + +Cell[BoxData[ + InterpretationBox[ + RowBox[{"\<\"Tag = \"\>", "\[InvisibleSpace]", "\<\"SXS:BBH:0305\"\>"}], + SequenceForm["Tag = ", "SXS:BBH:0305"], + Editable->False]], "Print", + CellChangeTimes->{{3.717223923734548*^9, 3.717223928214951*^9}, { + 3.717223971239379*^9, 3.7172239766293097`*^9}, {3.717233931322109*^9, + 3.7172339602600603`*^9}, 3.717234266025383*^9, 3.717389811826817*^9, + 3.717397798635911*^9, 3.717409088225647*^9, 3.719042269449914*^9, + 3.71972571685752*^9, 3.720497982809791*^9, 3.7206017968494253`*^9, + 3.762057944992012*^9, 3.762171308612159*^9, 3.762185878959035*^9, + 3.762230704000032*^9, 3.76257969223776*^9, 3.762579775163062*^9, + 3.76260246063175*^9, 3.762603825586153*^9, {3.7626818315079517`*^9, + 3.76268183964472*^9}, {3.762682055451223*^9, 3.762682065259396*^9}, + 3.764310838838461*^9, 3.76439221561644*^9, 3.764406820576201*^9, + 3.7644071524893913`*^9, 3.764416941641247*^9, 3.764471035389357*^9, + 3.764502311266172*^9, 3.76451318673353*^9, 3.764567390943874*^9, + 3.768568011438259*^9, 3.768572299139023*^9, 3.768645828428453*^9, + 3.7686498406439943`*^9, 3.7687018467692337`*^9, 3.7687065345918627`*^9, + 3.768882355269024*^9, 3.76890964428026*^9, 3.769135242785296*^9, + 3.769137120470574*^9, 3.769138854628717*^9, 3.769173861479599*^9, + 3.769228309277001*^9, 3.769488536636314*^9, 3.769488775493741*^9, + 3.7697540311309013`*^9, 3.7698493329786863`*^9, 3.769927143788989*^9, + 3.7699298474833517`*^9, 3.7699349643369827`*^9, {3.7700014615163918`*^9, + 3.770001486342461*^9}, 3.770089615045055*^9, 3.770091151999776*^9, + 3.7700911832234373`*^9, 3.77009121560664*^9, 3.770092860611184*^9, { + 3.770096733677506*^9, 3.770096743552308*^9}, 3.770175904771923*^9, + 3.770355813747511*^9, 3.770368575883328*^9, 3.7704310126844397`*^9, + 3.7704528133156967`*^9, 3.771218941512669*^9, 3.771673232190048*^9, + 3.771907031907504*^9, 3.771907439029517*^9, 3.771915621974977*^9, + 3.7721908396758137`*^9, 3.77219651143331*^9, 3.772247856888829*^9, + 3.7722566296994762`*^9, 3.772259084152637*^9, 3.772348455386256*^9, + 3.772367801749072*^9, 3.772370891811442*^9, {3.77242000146596*^9, + 3.7724200050229883`*^9}, 3.7724281731485243`*^9, 3.772428410081149*^9, + 3.772430677028174*^9, 3.772440462784586*^9, 3.772529273853674*^9, + 3.7728759142457733`*^9, 3.7728780519980917`*^9, 3.772885195029847*^9, + 3.772942823379051*^9, 3.7729434028029613`*^9, 3.772943543318931*^9, + 3.7729440577300873`*^9, 3.772949628763401*^9, 3.772950463819756*^9, + 3.772950515768664*^9, 3.773049286443142*^9, 3.7730496313722057`*^9, + 3.773144076011161*^9, 3.773460624127591*^9, 3.7734639993643*^9, + 3.7734713127079906`*^9, 3.773478884641347*^9, 3.773479639752248*^9, + 3.7734819682595043`*^9, 3.773645277661384*^9, 3.773646804937044*^9, + 3.773986250904626*^9, 3.7765100953056383`*^9, 3.776579083431468*^9, + 3.776662521396657*^9, 3.7766687415984173`*^9, 3.776669989743709*^9, + 3.7766754714989023`*^9, 3.7766763661356173`*^9, 3.776677554983851*^9, + 3.776678156945221*^9, 3.776679730384227*^9, 3.7766797995218353`*^9, + 3.776679922527975*^9, 3.776681466538108*^9, 3.776762885901209*^9, + 3.7770248152256727`*^9, 3.77711769599905*^9, 3.7771849674192142`*^9, + 3.77762564250346*^9, 3.777690720738963*^9, 3.7777253762606087`*^9, + 3.777786888754923*^9, 3.777953025556863*^9, 3.777964327722644*^9, + 3.778220763638605*^9, 3.778241133006884*^9, 3.77824221545049*^9, + 3.778389851806761*^9, 3.778489688892495*^9, 3.778834393767021*^9, + 3.778913036796289*^9, 3.7789186486061497`*^9, 3.778999683599246*^9, + 3.779014947266182*^9, 3.779016358891302*^9, 3.779091498784801*^9, + 3.779109063617063*^9, 3.77943804301024*^9, 3.7794390356224527`*^9, + 3.779446129998694*^9, 3.779512777100968*^9, 3.779514823682631*^9, + 3.779514859562222*^9, 3.779544709953924*^9, 3.7795459145467453`*^9, + 3.779620255613166*^9, 3.779967327511076*^9, {3.780024275082299*^9, + 3.7800242987111483`*^9}, {3.7800243789563026`*^9, 3.780024392712452*^9}, + 3.78005038726173*^9, 3.7800611518316393`*^9, 3.780115034568583*^9, + 3.7801154414361067`*^9, {3.780997650057397*^9, 3.78099766439631*^9}, + 3.7824639813777742`*^9, 3.7839471685460453`*^9, 3.78504926862815*^9, + 3.785052849502256*^9, 3.785057077348769*^9, {3.785057141637362*^9, + 3.7850571599033833`*^9}, 3.785159356911799*^9, 3.7885250659535437`*^9, + 3.7885885882949257`*^9, 3.789016374575654*^9, 3.7891011635298862`*^9, + 3.797132624730732*^9, 3.7971350260463753`*^9, 3.799113710120328*^9, + 3.7991139854914227`*^9, 3.799119939271639*^9, 3.799121028607518*^9, + 3.79912168285885*^9, 3.799121965114169*^9, 3.7991220861947727`*^9, { + 3.7991222754707747`*^9, 3.799122302610426*^9}, 3.800074675182968*^9, + 3.8000888764634867`*^9, 3.8001483829496517`*^9, {3.800539328667665*^9, + 3.80053935006597*^9}, 3.800610204755394*^9}, + CellLabel-> + "During evaluation of \ +In[45]:=",ExpressionUUID->"9c305a40-0fc8-41af-baf8-aa0c64b0470c"] +}, Open ]] +}, Open ]], + +Cell[BoxData[ + RowBox[{ + RowBox[{"sxsrhs", "=", + RowBox[{"Flatten", "[", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"Conjugate", "/@", + RowBox[{"GetAsymptoticMultiMode", "[", + RowBox[{"#", ",", "2", ",", "modes", ",", + RowBox[{"\"\<ReSample\>\"", "\[Rule]", "True"}]}], "]"}]}], "&"}], "/@", + "mysxscaserh"}], ",", "1"}], "]"}]}], ";"}]], "Code", + CellChangeTimes->{{3.7171635521596403`*^9, 3.717163558141595*^9}, { + 3.7172166219975853`*^9, 3.717216627320222*^9}, {3.7172194728512707`*^9, + 3.717219490830843*^9}, {3.717223993502838*^9, 3.717223996533388*^9}, { + 3.72060202502007*^9, 3.720602032786186*^9}, {3.764404927143031*^9, + 3.764404936617689*^9}, {3.764405546249731*^9, 3.764405548934586*^9}, { + 3.764406129145973*^9, 3.764406130113237*^9}, {3.764406181485956*^9, + 3.764406184078907*^9}, {3.770355814410892*^9, 3.7703558160102386`*^9}, { + 3.772949641678318*^9, 3.772949677949027*^9}, {3.773653255970372*^9, + 3.773653259449843*^9}, {3.7736533620280743`*^9, 3.773653364920361*^9}, { + 3.773986356744377*^9, 3.7739863583243027`*^9}, {3.7991140470420923`*^9, + 3.7991140508638773`*^9}}, + CellLabel->"In[54]:=",ExpressionUUID->"1690f4ac-5369-4645-bcb5-0e7d841c2bd8"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"ListLinePlot", "[", + RowBox[{ + RowBox[{"Re", "@", + RowBox[{"sxsrhs", "[", + RowBox[{"[", "1", "]"}], "]"}]}], ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"FrameStyle", "\[Rule]", + RowBox[{"Directive", "[", + RowBox[{"Black", ",", "Dotted", ",", "16"}], "]"}]}], ",", + RowBox[{"FrameLabel", "\[Rule]", + RowBox[{"{", + RowBox[{"\"\<t/M\>\"", ",", "\"\<Re[r h]/ M\>\""}], "}"}]}], ",", + RowBox[{"ImageSize", "\[Rule]", "Large"}]}], "]"}]], "Input", + CellChangeTimes->{{3.800539356802697*^9, 3.800539399517976*^9}, { + 3.800539743559784*^9, 3.800539805114546*^9}, {3.800540058023601*^9, + 3.8005400582653646`*^9}}, + CellLabel->"In[55]:=",ExpressionUUID->"5671d6e7-9457-4b54-bf4b-1cd5b0dc7914"], + +Cell[BoxData[ + GraphicsBox[{{}, {{{}, {}, + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[ + NCache[ + Rational[1, 360], 0.002777777777777778]], AbsoluteThickness[1.6], + LineBox[CompressedData[" +1:eJw823dcT+/7OHASEkoJiVIJFRlpUNRV2intXdp7791rhgZKO9Hee2iQjgrZ +SkRvsld2SpTx6/c51/n+9X48H3fX676vc5373MPjLeYcYOLGMW/evOci8+b9 +//9uH1dZzJq2IQwkv2puvi6s+j+P2BC5iXesogJESLfbECW3e3lKrDaQzrYh +Kq4tXJKwVZR0hA1h3KpZc+M02tKGOPP8+L7VH9CKNsTr/UJ2ifPESK+xIcI1 +8zjzH2L7tDWhcFKhZtQXPWJNPFlrknG1Avtrtyaiipee0AEcT7Y18Supr3z9 +p/XYvzVhpv48KHx8HfZvTRB/tykvCEcrWhMprJnPsZXoNdaEqmelmn4+xk9b +Ea82Jn732oC/P2JFeNa6igpx4XjarQi/hX9VV3Pi+LPnnKCoU/kQHWFFjIRt +nPI1E8f+rYig3VXSerZoRStiRVyR4+5hKn8rQubAmqTdI1T+loSo2xhn2nuq +f0ti/+9vcV5fcbztlsT7uJ+rn6muxf4tibIlX83/BK7B/i2Jpw0cHcvGV2P/ +c3//6eS09QS2K1oS3/ObB8BZCPu3JJo5LWeOLMP+pi0IX8GeMT0hHN+IBbFZ +NNzug+BG7N+CWDWwRP9nhgT2b0FM1v9cL7ZvE/ZvQZjq94vM/IftlhaE446A +7+pRGK9oQXwUOJBftZnK34LoSOsIKC2knr85YfV9n4BQB45/xJwImaoSNOnl +w/7NiZ2BTfTn/suxf3PivKyFa9T5Zdi/OXHqyrHiyfcrsH9z4t2vD2Mbg/D3 +FM2J32k7mYNf8f1eY058EBXPyVXF8U2bEWl7zoqyd27B/s2IK7p8K1R5pLF/ +M6L22bRh37at2L8ZEfFnYstWBWyPMCOStd+6SC/EeEszglfziVnsBqr+ZgTx +I7itZoUg9m9GhD7L6FN/uRj7NyXKC34JqEU9UyH7NyU8jRhfTz/5cJHs35S4 +eUjLv+PeOOlsU2LAXbMndc078u8jTAmPqchgXk18PpamBPw4sS8lGOuraErQ +zH+rDXbj+NaYErP5zZqZjB3YvwlhahCtEBgni/mbEMl9CdUmMbsxfxMi4eAH +wZ9W2J5tQsz7cU4y3m475m9C1F/d58h0o+pvQvQMcbzbKYn1UzQhXMs+L9/0 +e4Yc/xoT4kL5s6xeJ6Eesn9j4pGrx4/7v8RJjxgTN8/rahVqbyTdbkwIN77V +mw1cRzrbmNgT1b/j9LMJ8vcijAlDj/8WPCNwflgaE4WqOx/s2orjUzQmBB7N +bhMWUcT8jQnxz1H3Fgvvx/yNiA8Ln7UfalPF/I0IzlbdL/fkVDB/I+LUniu1 +QXJ7MH8jQmh4fe+CCBnM34ggdvE7HL2xEPs3IlzG9S8v5cbxKxoRoxlXftxf +JEd6jRHxVyV6XlqVUo/dcBwP15dDhLLZNV+XVftINxwimt88veCnp0g64BDx +/JNvWIiYNOkdhwgjn6XHHq77q0LGGxI305M6V9ySVSXjDYkj+6bedJeqkQ4w +JFLv+f2mi+mQ3mFIzO/5+ep3hT7pLwZE9iN1s8Zd6AYD4lKf+m3bei2MNyDG +j3OprVTYh/EGxMOFDm0v76/B+IOEtHOFpAwhi+M/SMgp8gv71Gng+A8S/z6E +8y9dYIDjP0g0ln8obttjhPnrEysfb5eJ2GmI8fpE8Ne8btMcTYzXJ2gm/OUV +Fjsxfs6y/JbNabuwfz1iudWyof61ejh+PcI1Y8V8RqIZjl+PeJy4cZUkWOP4 +9Yhx2fRFORY2GK9L9F+N97n4xQLjdQkeVbnNGW6HMF6XSP68Y5WWthzG6xIS +/vxmi1uUcfw6hP5m4cDUkyY4fh1iJNe0L+q0LY5fhxi23OotoeaI49ch6I3h +RNjAYYzXJkpN3DMdaq0xXpt4qTx1287zIMZrE7Da+bll4Q+y3ju0Cc1ok+td +YkY4fi1ismr05j0dBxy/FmETWXfZWNcVx69FqIua5QYcdsfxaxGNnFsrtm1y +w3hNQq7YffWYqiPGaxLV/x0/V2FtjPGahKP86Hk/lbU4fk1iP9fYL4815jh+ +DWKFbQd/iYILjl+DoD3zD55Q8sLxaxBWhy6VNd3wwXgNIgAe8MZPYvuXAwT3 +8fquHXtcMf4AMXbUAAwu4+8HHCBoVRNx86X5cPwHiAd552LtlLCeX9SJgQr+ +9Fe+Hjh+deLeiwddAfEBOH51Yq2Em43bySCMVydKOhOUe/4EYrwaYSLq+ls9 +xgfj1YiaxRWCbs34PALUCGEDsW3V2fIYr0Y4XDUQSfthheMH4pizq6HWI28c +PxDuxgWHNi4OwfEDcd7ZvU3bNBzzB+Li/SPbbOLDezoqZ9evGFMl9uX+fdp9 +KoS0gyqR5jn1ZMjOB9tViFWf377SPWSB7SrEz77jUzWtBqpk+35iQMbP58qg +F2mH/cTnxXHme6+FYvs+YnPJmrzP86OxfR/hY7E5IvtTDLYrEx9DZ6J8f0Rh +uzJxa7t4VIshFa9E2IQG2suKeWC7ErFTXPq50dUt2L6X2Gkw/Xd1rBuOby/h +Pc8Isg6H4fj3EPHHYmKHbsdh+x7ieLjNstuudGxXJB5I7+38/gDtoEgcPfBQ +pE2Shu0KxMeG9gkNjihsVyAOLd+p6Nzih+3yhLPigcorK3WwXZ6Y3caquZbp +hOOTI3oT1esuzAbj+OUI2ifWqefi+DzGdhPrDTlvrVaPw/bdhOjdrJdHG6jn +I0sE3BcPjOoMw3ZZwkderMfICZ/H2C6isKj7VP7KHdj/LuKNWMejop/U+HYS +f9rtt8uficX2ncRbh9PJ+gqsnkDj6b2iF3YQKjOze9XoR9HbiVqbXmXd10lo +GeKO9s8cm5XJ6G0Efar40Uu3Y+ithNXHu5X9GxLR0oRk4Ias5AUMtBRx2M5l +0SQrBi1JHMnrqrH1D0VvIZY+ee1UvywQvZm4PiS64HBSAHoTUfmgRzT0awha +gvD6Zp2axx2H3khIBwk6iO1lo8WJEAu9FJELqWgxwvCmwbWq9lNoUULD5Lfr +qwc5Pc+KP4dA5AYivXZRauGTArQwQS9ddFJGowi9jlDkn3iyS7sEvZaoGbAK +EP1Yil5D6PQQbw5Il6NXEb++b9Lq565AryT+vO1emHOWMh+x+8eihm/zKnsI +zSdvaV95iPkcNW02epS5CUZCXIVeDuVFhJiq38C6v5Q5iD8Dnw+pp1T10JK7 +7sx//qfnxHXmgyfa1eipnsWbQidbZWp65q0JO7ug90PP+/2DIofka3vIA9dI +j9G89JIaw7qeeaVbGd+mCVUVy9Y4La/6nnnvkxx/73+l+kO174FCeEMPLVRz +51+RCdU3H4vbTOUa0TOqay55hR0qaOyBLnHBBN75kHEtiS77g/JCEE3ctGOP +WhN6CRj8ePvdiUV5OdTsNl/09nJTj6g9X0rPkRXQVVl1dWRZM5ofTn+c9fU/ +TFkAfKcVHvddorwawn9VLtkm34IWhDvjSgrbOykLgaqDwWSiTit6PXzr+RHF +P0ZZBLYbnGgnAtt6TtZzXXl6QBQUB0z6GT8pi4EDl0bMD99zaHF4VSQcKjtA +eSMYSX1qnuJsR0vAmLxpxamNlDfBmRN2OZ3/582wwaaZZrGU8hbYs98iP/Mp +9XuSkFW57oVhJWUp4LILGtnyf/1LA2fti0cuspS3gtPpLwK2f6nxboMpvTPK +q4cpy8CZm9xX9jVT3g4u2z9L1mdT3gHGRMr6dbS2Hh1LzpdfxHaC7wPT79/c +0UU7YVq2XqBCi2rfBSwHy61L1lHtu0DfXqqV/rQV22XB6O6sY3k6ukgWvG5W ++/nsptp3wwLD8Tc7+1qwfTcoF94sbtZAi8mBVqPyl+TzzdguB2UFhwRMt6HF +5GH3WQ7nqvwmbJeHzJu6f0uWo8UUoGhJcexddiO2KwC/+nnDqkVoMUVYnJZy +V0+8AdsV4WwDY0mVfj2274Fry9h7/BPrsH0PrGhYPzRzpxbb94KCtfW070Z0 +0V5oqSmSPBZbg+1KsERBTXzoQTW2K0GyYiHLfAdaTBk+zZQt2syswnZlSD3/ +Oo8YrMT2fcD6VaXsLYQu2gc1bbtVljpUYPt+0H3w1Ni8oBzb98PA02ssr0dl +2K4C4bNTK8b40UUqsMVNotNOrxTbVYEeyootTijBdlUYSqzKTG4u7vnf9F8B +0MNrKBrxooi00ZwXTMdx8qJPApSuGY+5o1hI+i5Ab8eXEaOuMxivBppqQutL +/p7GeDUo/VjFt1U1H+PVIHv4XYF0fC7Gq8H67e+Vci9mY7w6vLms+WyMIwvj +1WHF5umoewYZGK8OxgXq7H9n0jFeHTqn/Z/1TZ3E+AOQc3zfg/NFxzH+ABwM +a9k5bZeM8Qfg0dkAt9t8RzH+ALxpVt/ne46F8RpgceJp+owKHeM1wPDyGM9G +gxiM1wBjj1PtS++EYLwGDPl2+ueu8MR4Tbh8OyU77+shjNeExKvvy9/+NFIl +4zXBsf+gQYuMF+m7mrA03XNT1rdQ0iu0gGdZ32lTuTjSRlpQc0Yrfk8xA+O1 +QCE8Q4nvSCLGa4HalVtVnyEJ47VBuifXbNXNVIzXhtKDIbHumScxXhtGN94v +t96ZjvHaoLy9qErgwimM14HCjQsa7fZnYrwO2DyrSU3qysJ4HchZ81hVdG8O +xuuAfmLeiYyLuRivCwXcsrHfDPIxXhcY9hM+YeOnMV4XXj3l94BTZzBeF3bo +H/d4tbEQ4/VgwNCu0IKjCOP1QDlBKkL+JfqkHuRoezQq9xdjvB4senRtTXRJ +Ccbrg+AD0e6b8aUYrw8qY1POUuZlGK8PliI2R49sKsd4ffi9pCPq7hf0ioOw +fbPTBrPWCow/CDzm7/u6Qyox/iB8K1F9x7OjCuMPQtmF0FP6b9ErDKDzkpei +SUE1xhvAWdNWxi3jGow3gL5PDRdFFtZivAGMCd2w3t6OXmEI8SutC4Y96jDe +EGxXD4cGrq7HeEOwdDjwJqIXfdcQ1iol1Rv6NGD8IXhm9H6PLlcjxh8CRSU9 +n99W6JOH4B3/vPuPK9B3D4Go3H85C6YaVYdWXfoZw2UE5zqeHR2EJtKSRuAo ++aXwdDJaxwicBz7pDN9HexpBn11P0bUNzaSPGoHOQp+AYS90pRGsMb3YN9OC +HjCCUSWHYe2/6HdGkFbB+9VfpwX7N4bjwZEP1qSjJY3BtUnsds8oWscYTt3Q +M3sq1or9G8Oi1Lrk5+7oo8YgNXSM63AVutIYSupT/v16hx4wBi81k8zjm9qw +f2OoXjtRLnUYzWUCWwTy+75loiVNYIXzmX2G19E6JiDxaXVByW+0pwnsWrRR +PEDmHPZvApUF0q8E7dGVJrAnt7Zsfgp6wATWxb/oPtiFfmcCyTUuaze+Q3OZ +wuBYj/qhVe3Yvylc5bgSXq6G1jEFJy6J9Cu+aE9TUFPfvcM4C33UFFYq9r4f +6UZXmsLQ1oG8pS/RA6bADtA5k72wA/s3hdVtTX9dNqG5zCBqVMDBUR0taQYS +pt0fKuzQOmZQ4kK/6B+K9jSDspxK3h/H0EfNYMfArn2pBehKM1gooeJBa0AP +zLUPO2XzEFT/ZqDTZSXqeofq3xxyeHNvnXlC9W8OJ767fGgdp/o3h16x3h0F +P6j+zSFs5Yd5kvM7sX9zaH7vNraVG11pDgdF3mYG86EHzCFtQ0jA3dXod+aw +TUMiXVAIzWUBQ5xerfLr0JIWkC895sxHtetYQLnRqqQaKt7TAo5+E/rMSf3+ +UQv4vTFKZcsSqn8LuGwcuWf9Pyp/C8h6W8X5ZYLK3wI+XAuxKH9F5W8J3PY0 +Cd1hKn9L+GZZZfvfJSp/S8gqan3gUkflbwns7wb577Ko528JL/i5ZKLiqedv +CZ+48hgSrlT/lsCZEJrCqUP1bwm3F+x7KytN9W8F2xaPKN3mpvq3Ankxf58v +76n3zwpkbVZHNl+l3j8rmIp1WihWSr1/ViB3L9tOI4F6/6ygeCxnYqU19f5Z +wd6apylxu9DvrKBrTV+QBxeayxoGtaZna57gfJC0hhOJDsc2NaF1rKH3yv0v +tQy0pzVYjJ5wFjOh5p81SLk3nHXfQM0/a+ie9+BByDjO1wFrcOR+fUOlhZr/ +1qBi67T3vyhq/tvAKn2XQBsVav7bgOR/IwlP51Hz3wY6GNltxy9R3x8bsOXU +akujUd8fG4i/6Hd6mQr1/bEBhoQsn8QMfr8GbKBYx8LsSyv6nQ0U/Zf2luZP +ff9sQfpDx/TzzdT3zxameo3X8I3h91LHFtpTxuKXZqA9bSHbKXDdFR3q+2sL +984Sm/f8xu9zpS0su/fmslU9esAWttPq2BKH0e9sgWGhsjeXB81lBzz0iYnu +C7geSNrB5oVJbrleaB07UDjcUbRnFdrTDvYXL/xikNCA/dtBsIZa2fPBeuzf +DtL1/p7aK44esIPQuxbOroF12L8dbIvzfmB7oRb7t4cjKYKv1i1CS9qDgFfF +i3SDGuzfHpi6icrN6dXYvz0st++y8rhfhf3bw821zxrrV6Er7cHsxm0/hmkl +9m8PP90rTv08XoH920ObVp6+9EA59u8A4/JdCQf+lWH/DiDNGPsaJYfWcQCe +TgOuJZ6l2L8DHL60PHdbXgn27wBLi2dWidwoxv4d4EHHr+kls0XYvwMc5XcV +55FGv3OAT0zmIVWrQuz/MPwcTsmQWXoW+z8MR2KS+de7FmD/h+HV6Zs1Aufz +sf/DoHi1/eUH3jzs/zCsXmql6++cg/0fhhtO2xlJzVnY/2EwyozhlpqXif0f +hkuKvGtC9U+p/u+4z+kI/uuD35/MSCMt4AgO3YO9Re0nSEs4woG+OMeVB1JI +yzmC7EGvKpWbR0lrOIJ6zdidQVM2aTNH0F72KDV2lE7a1RFuFO/+bHUplnSo +IwT+F8vpcyuMNMsRnil+YM42+5HOcIRP5dnms5mHSZc6gtHyRTbJUttJtzqC +2Yvy3JrlVj3/c78jnLZuPnThmxfpYUdY+4klJvklhPQrR5hy4e9Z+Saa9OTc ++I0j/9R8ppHmdIKwmajt/N4s0gJOUFWpqzzy6ghpCSeQerxzxsMhmbScE+yQ +6hRRfHCctIYTvFcT9bi/KY20mROoTJX1iD1NJ+3qBF+z7bovZmWQDnWCwHS5 +VObBLNIsJ/BXC8vWnZdDOsMJohXb9WabckmXOkFF2+OAZKd80q1OsOaN9udv +PAWYvxP8Cy+plZ47j5H5O8HCDptVObsKMX8nsHqgfWeWswjzd4IFL2xBcQTN +6QxlSTv+U6ksxvyd4SvPmx3/Ikowf2fg8pr32VWrFPN3hpzTN26YryzD/J0h +5OYyg44xtJkz3GmxiAqsLMf8nWGyo0DfLbAC83cG6ddLzOIUKjF/Z3h6/itX +6Qw6wxmM9kj9d/lCFebvDBZbFX4+iq3G/J1Brup654hSDebvDCXf3YU6fqCH +nSF8/gG98MZazN8ZZHYV0JZ71mH+zuD9Nq0gUrge83eB6ZykhMa7aAEXyLqk +oltLb8D8XcDBUItjh2Aj5u8CvGNXX9r6ozVcwKTrfY5JH9rMBUQCU/SXrGnC +/F2AtSCDCPVCh7pAd3H4maQuNMsF2m9c3gjczZi/CyzYaBiYaoUudYFkdlmR +dxm61QXu0R7/G/qK7ncB8ae3rvYqtWD+LvC1JqhJkYl+5QJGJ8Bq53X0pAsE +561NruFtxfxdofbXR60KU7SAK8x+bu4RzUJLuIIDfcfoyhG0nCsk6gb5R69u +w/xdQbmBvsTQDG3mCk1/xFYknkS7usLzRQEGQjfQoa4waT8qyMF5DvN3hQm+ +rXfkldEZrsAVZfm6LhBd6grb9RumXEvRra6gO/iEaf4A3e8KywuOf41Z1I75 +u0L/2afdw3LoV66gJqy7yt4JPekKQTn/RfOnoDndQLTrTdBEK1rADf49nj9/ +9j+0hBt8D462kZ7fgfm7wTmO4woJEmgNN7jOI67ySxNt5gYLjlccyHFDu7pB +kcvbUHsmOtQNDsbfvK97Fs1yg4z43OcOnegMN3hkd2d7wSC61A0C76nrLXyH +bnWDu6dXCmX+Rve7QV1VT6Eebyfm7wa+Tt6poqLoV25Q/mWFEd8O9KQbBAwo +Fq7ah+Z0B/fUefs3a6MF3GGP36ieshFawh2e/OBcdcgSLecOV0HFxs4OreEO +PN/tvRwPo83cQXDL0EpbR7SrO2Q/27LJgGoPnfs9+SOrlal4ljsE+OvJSlG/ +n+EOis7Zl4Wp/kvdIYzpliJCja/VHb4WbynYRY2/3x22+0br2FL5DbtD2Sev +ZYX/l7870G9da5q/gsrfHTImt76g/8Hnx+kBWWc3nhN9jxbwgG3O/QVPhtAS +HtAjlV3f3kXV3wNuV2/oqyuk6u8B51YNjl5kUfX3gOtJTLNxd6r+HrCl/o/Q +Tm2q/h7AQ/M3O7mJqr8H3Pt4fM8yDqr+HlB5hDFV+hjfv1IPmDDacMmuDd3q +ATqq/ksUqPe33wM8BI6176be72EPGNtq52/9f++/B2jZr7xVvZB6/z1AVl3K +d9t9nD+cnvDn5eInL4rRAp7we3W90j1/tIQnXHwU/IRjL1rOE/Jz6Psj5qM1 +PKHpwvR6hQFq/nsCs71EUTOVmv+ecGDmhl+1ETX/PcFqv1auDz+a5Qk212oK +jw/h9yXDE0Z7OtXXpqFLPcHn6HdtPkN0qyccHvZYHrsE3e8JlvpLLzj0Ud8/ +TzBQihW8GEN9/zxhimPljjOy1PfPEz6OTf7ieIffT04vaDusf+xLPlrACyp9 +3dd6GKIlvCDpZVmJ7z/8Xst5wfSkw+cFDWgNL2juOVS/0x5t5gUpe/mu/1xC +ff+9oOiP80bnNlwfQr2gKeH2bOhhNMsLlhsIiClxoTO8YJVNw/yIw7j+lHqB +G2/NrUW1uD61esEDWZ6iPT9wPev3Ar1/Ioc3qKCHveBIKEflTSa1/nnBUuE2 +70NXcX2c9IIFJcHcLVxoTm+oinqowKGD66uANxz4wQcabFx/JbxhteLBg3QC +12c5bzj1gy/60i9czzW8gZ/n9izvLrSZN/wWup0a6U6t/95QmN+pvjwP9weh +3nC6aHbJsxu4n2B5g8Fp+xeLf+N+I8MbbvOJu+dLo0u9YT9f2+1mS9yftHrD +JemTji5M3L/0e0Oyb9tAbx3ud4a9wbhE7tKlurOYvzccdFtlnfsH90uT3hCp +8WhaXP805u8D3JuMkoOz8jB/HzjWK3At9ynuxyR8QE0h8nHd5mzM3wc6448O +XPbJxPx94LbdzYF/9acwfx8oMNc8Qv+K+0FXHwgsfqQVuvMk5u8DsnU7P/OP +pWD+PrD4mcuLl1bHMH8f+PblbHnfIBvzn4tf3LqJT5eB+fvAS69dHibxcZi/ +D/x5ErWzxDMc8/cB18NPp9RK/DF/H9hxbMVr/RBHzN8H8u5Inrq2Qhbz94Xw +By/XZD61VCXz9wWXgZv3usW8SUv4whOZD/6ZUqGk5XxBbME3zmy1GNIavvBC +8NMN+W243zfzBZVFzsLd51ikXX1hxMJg0RLA80KoL9h42dpfuJpMmuULmemH +/gQY4Hkjwxc22C1IP+yJ55FSXxhYL6RSIonnlVZfEC/4uMHibQbpfl9I2nMx +/2BpFulhXzilzMx0PZxD+pXv3PocOhojmEd60hdOit6oibyTT5rTD97fakhX +YxVg/n6gaxYz2aNwFvP3g41+gRL+IYWYvx9IaNe3qOoVYf5+cGQZn+/VDcWY +vx9cjh7ymf6OdvWDYUH1QOJKCebvB+/m/5ThyynF/P2gPunD9oceZZi/HxRb +LC6fr1CO+ftB9k4VkWiOCszfDz61tVjL3EL3+8HO29kvFmdVYv5+oJfyUOCH +XRXm7wciqVKOb8SqMX8/eJMzqH71FZrTH3atYbkfK6vB/P3hI7MhUMS1FvP3 +B/PgqAVRonWYvz/4tj+USB1Fa/iDaMeNN4bp9Zi/P6xIsTzXrN2A+ftDx4ND +HrUz6FB/MNnT25Rt3oj5+0OSUf/1rFp0hj/clJfwOsjRhPn7w+al9ysbLdCt +/nCiVun++Sp0vz/MSobyus+ih/3h6saJrZX6zZi/PywZn5yKzkNP+kMzm6/r +4Vs0ZwBUXKvvOL+7BfMPANWt2+03xKMlAqBU9uqqf1fQcgGQ8+vPOQueVsw/ +ALL8ZSPFzNBmAVA3vCbPJgftGgC+r3KEf4+iQwNAfm9K2791bZh/ALzUvaTt +YIvOCIC3HA/DVuSiSwPg4t8/xTz30a0BEBOT9NOY9xzmHwAy06KLhrXRwwHw +Ovom40Q8+lUAFPjtuEBrQU8GQLIa27r0zTnV//1zPkcgdFgWbv+1pp00dyAs +zD/1JE4bzR8IY1Ep07vC0EKBYEd7EiJQhBYPhG+igR4SN9DSgdBcYyF3+Dta +NhCm9s3X6F3bQVopEOp6f6/VVUGrB4KIaDfXF0e0XiB03uJOrqejTQJhsXWP +MqMQbRMIhjPDLNdutHMg9Ch85TB+iPYOhJY/D3sOfEMHB8KSUyuf7+XqJB0d +CMnWdZ93CaMZgXBspP2M9E50UiBs3yihJqGGTg8ETcPvH0SM0HmBICh5Rm2d +Pbo4ELID551Y64muDoT1E3U7hILQzYEQ/cv70vpIdFcgVB1//Uo0Dt0bCJnP +hIs30dDXA6H4WeJCaTp6KBBkAhnvt1Hto4HwvP5yjAwV/yIQAiJZb6Sp3x8P +BIebvD8lqP4n5upl5H5xHTW+mUDwWZveyEuNnyMIXu0JeDWfyo87CEKCeCK+ +A5o/CCbX3Jd5swMtFAQSImlX/luPFg+Cvflymg8Wo6WD4J5/e9fIV3z+skGQ +emWVxosRqv5BQPAOz05foOofBF+0V/4SouqrFwS2Tqc0Df6v/kHgnu/36ST1 +ftgEQdPWiom3+6n6BwHnyN44M+r98g6C+93/Oh5O4PsXHASDcr8FI66jo4Pg +xBcOI9lCNCMIPKBVaXkoOikIrpw/q7NUC50eBIynPz/sWI3OC4Koa4qbE17h +/CkOggIvRY4/jejquXxVN/bVxaCbg0DTTeZ8pga6KwharIbUOpeie4PgTvTx +mvWDbVj/IPgUlG3en4EeCoK0waYzrRbo0bn4eQfkJlajXwQByJ1pod9vxfoH +Af31e5pnOnoiCLQeSnLWGqBngqDYaaGByWI0RzCUDsw0OvW0YP2DIS/dsP9Z +GJo/GB6Otio8kEYLBYPSMclanbFmrH8wTJrkhqicREsHQ42/TkQ3oGWDwfnx +NcsbX5qw/sHQotS7xK8ArR4MweJysRW6aL1gcIRp64TJRqx/MCSeW9f4qwBt +Ewy1T3fVrtNCO8+Nr+I2Y+RRA9Z/bvwlO9ueSaCDg+Fso3u8i1891j8YdFWS +MwJb6rD+wVC1jlYvNF2L9Q+GK+I1A6F70OnB0DvcG5AeUYP1DwZbLbEn7NZq +rH8w0G9mPXX8UoX1D4Zfq11puyXRzcHg+blVfNnhSqx/MJRMVMX9PFWB9Q8G +EeOQLM6r5Vj/ub+3WN6+72cZ1j8Y/ny/vLpuC3o0GNqWXDB2MS/F+gdD/LxA +Iz96CdY/GDou5f/+r6YY6x8M3P4T+4nhIqx/MDQneR2R+V2I9Q+BUxvvWyuK +o7lDYHxCX+pV6hmsfwjYxuV8eDF8GusfAi33NYrT1+Zj/UPg1SGe/jV2uVj/ +EBi+4/g583Q21j8E/nM+fnH7f5lY/xAw+612jkMwA+sfAloKH1/sMk3H+ofA +wRCvNU9STmL9Q0C1veaDflIq1j8Epi+f9jr88xjWPwQkC53zVV0Tsf4hENu5 +323PbQbWPwS2p1p7y/nFY/1DwPW0511P5QisfwgcKPjJrFsciPUPAd2gWDv5 +MiesfwiwNk4mx93ci/Wf62/vYj4uN4sesv4hsG/lRbfvBV6kq0PAeWbl7mcL +Qkk3h8DXa/FXwxRjSHeFwJX9m76ekaOT7g2B0RtfFG1uskhfD4GAPVwF1c5H +SQ+FgJ3Xw3bt6WTSoyHQt/UI/c2xE6RfhID/vnLZ9alppMdDILLmxfYp01Ok +J0Ig7fgPmtnaTNIzIRA0tLyc90kWaY7QufOOvOCfMzmkuUMhcUTx5neHPNL8 +ocDYqDZ5a/1p0kKhsMX9e4PbwwLS4qEgaaG8Ii/tLGnpUNCu2L13U2khadlQ +IMxP0bfFF5FWCoWttpasYYti0uqh4LDeQZ13ewlpvVD4uFAq5faCUtImoTDj +6vLfgodom1Dg+5r2+Gx1GWnnUIjZqjaQFlNO2jsUrgoPnxrQqyAdHAreS449 +3SlYSTo6FJKOSAW1v0QzQqFXK/audl0V6aRQUM/aJHo7tJp0eiicIbZuVlCq +IZ0XCtGrnizy/4MuDoUEdWse14u1WP9Q6DSyZi+Jq8P6h0KmZpCi8d56rH8o +6MZUW+74ju4NhVG1CM286gasfyhIrTq4s39HI9Y/FJ707VT/eRQ9GgoGgkfW +vXqGfhEKL9fUazEUm7D+c8/zTT3tRgp6Ym78DW+jOp6hZ0LBVd1mXHV3M9Y/ +DEqm98dYsdDcYdDwznzez3to/jB4Xhv1WkC8BesfBq83yLqX+aPFw4BLKLKn +qBMtHQbx++895VjQivUPgwvtPyz79NBKYeAgdPn805No9TBo1+f6bnYfrRcG +13/GXBMTbMP6h8GLquM5GtZomznfZPNeyEE7h4GKrLMN+wHaOww2zXy9VcB/ +DusfBncfKHb8O4iODgPhs+OOZWw0IwwEpF0kjlxAJ4VBldf3n6e/odPDQE3t +htqYRDvWPwwS/9ZIHrBAF4eBxPzHiv1sdHUY/HjrxLRtQTeHQYX8kR+cT9Fd +YfAgzmBtN1cH1n/ueUG2MXMn+noYeCsWvbawQA+Fgdmx0FN7otGjYZBFHyiU +PI1+EQYj9QeKtlxAj4fBjbbNiXKj6Im5+pQ8kjL8gZ4JA8frsjlBKzqx/uHg +XB1zKF8SzR0OK62Ull1VQfOHw6nok/u+mqCFwsG9bJE1vxtaPBzm3e5MlgpD +S4fD1MrpF7JMtGw4PIxbvXTbCbRSOPC98TstkItWD4cb60LVPhai9cKBd98w +tJajTcLB/K3Hdb9qtE04JAtFpgjVop3nxq/iXHG+Bu0dDn3P0zVNqtDB4ZD+ +zDpqrBQdHQ7LPr+XcDyDZoSDk6/akQeZ6KRwiJuxugHJ6PRwOLDs4VRBPDov +HO4FL7z2KQBdHA4jp+d77jyMrg6Hqv6jg+4H0c3hkHr+q/wpRXRXOPx65fq9 +XRTdGw72Hf3Ew8Xo6+EgaDso+OsjVf/wufXC5O76u1T9w+FB71Me7Saq/uFw +99/GZTEnqfqHQ/Pg2YwuP6r+4cCx+17EYl2q/uHgMm2S6yyO5oiA1L/MyZu/ +8P3kjoBdXg/ltO+g+SOAe3f+8nvFaKEIELDf4hAcihaPgPI3izwkNdDSEeBa +9jPmFx9aNgKIz+n08Sc4n5QiwNj24tv5lWj1COg693CpViBaLwI4eTTfdyug +TSJgNzfMBMxS8z8C9tV59zhfpOZ/BExktnrnJ1DzPwI+0o5t2qCKDo4AF4Gy +B99+4/clOgKCVnlqrelEMyLg7MiZ3vQQdFIEmC7LeOexDZ0eAZWSbPO8l/h9 +y5v7vYBPZ7fnoosjYOu72x+kDNDVEfD3uPT89H/4/WyOgJ8J1y/7NaK7IkCG +nSLbfxjdGwELrGa4Cpajr0dAS3D583+d+L0eigC9b1mRk67o0QjgTTIRZfCg +X0TA0FW2VOM5XA/GIyD5e4Mz2x49EQH1SUblXAvQMxFwty9BnW6I6w1HJFRL +uhR6ZuB6xB0JU+/07e6P4PrFHwnZAcdaHwiihSJBqE9id6wlrnfikfD6qMm2 +B6dwPZSOhMHYv35Tt3D9lI2EE4Nab8cXopUiYdeW+x5XlXG9VY8E/6vpbvkB +uB7rRcL57v9+hBfh+m0SCR8N3vt6DeL6bhMJ6Ytj5zH+Uet/JHyeaAi9sxXt +HQnDXdHvHC1wvxAcCQV9csc1E3B/ER0Joxu6nqaW4/6DEQkx9aes9W7i/iQp +EtR7421Sv+L+JT0S/jPkjvRaic6LhPx/GeGvvM5g/SPB/el5gYhq3B9VR8Kz +aIPnze9w/9QcCVv9RM17JHKx/pFw17RjW59DNtZ/Lt83LlteZeH+7HokLPmh +oKR1C/dvQ3P5Potct5wjHesfCeM6e6Zs5E9i/SNhOadsWuntFKx/JEhff50s +vfMY1j8SMi5crTp+go31j4RSUebAmk+4/+SIgltb54uJpcdi/aPgkfO5i0e1 +w7D+UbA5ZGp2/g8frH8U2On4VOS22mD9o+ChuPQpFRkJVbL+UXDXoGW+EXGY +tGwUrE1QqomO9SetFAURDB85g+Rw0upRcDOYfrf+QRxpvShovtLy/M0J3L+b +RMFH857wZbtxf28TBZZlDm4Jw9T+Pwqu6FraTIfg+cA7CuQm+5Mzj+L5ITgK +/hz/WfXOHM8X0VGgIr6s/I4Ynj8YUfBmceRTiY94PkmKglzGLfPeVjy/pEdB +zDaVOnoMnm/yosDp2AXmPsDzT3EU1P8opd/kKCBdHQW8221ql/bh+ak5CuiB +uvzegOerriiY92F56TwRPI/1RgH3Ww0dxRn09SjY35Jw6vcwnt+GomBmKlBQ +tR7Pd6NRsCt3rfEnNnX+m/v7kZnZH7Z4PhyPAplDfI/0d+J5ciIK+r/urP2P +A8+bM1GQ6mjAn3UPzREND8yjar2L8XzKHQ3cKy6n6ATg+ZU/Gj7zbz0vooTn +XaFocE8bav2PA8/D4tHwuGz/tN81tHQ0+G09daUvFc/PstFwIdz+641DeN5W +ioYQzijnMF48j6tHQ9FX9Y8NN9F60dASdErF9wie302iYVfKt5ZbG6jzfzT0 +a1znyommzv/RcHrWPoBnGO0dDVoj8xqkt+F9QnA0LPs1P+ANAx09l09+T4Dy +QzQjGo43np4W34b3FUnR8Fq/bn9WPDo9GmRGKv6l3kHnRcM7Pv77HBvwPqQ4 +GlRyerZ88kVXR8NZxW80zU50czRYDV5K4eTE+5auaNiS9cVmI3Uf0xsNJ7PL +K/Mz0NejwfTGk0Meo+ihaLh5IcOALkLd/0RDw8tlZ145Uvc/c8//9vyRlCL0 +eDQMuknkhz1DT0RD07BNQ54w3jfNRMOAo3TGtBV1/xsDo31RzUfS0dwxYOd6 +TkLrOpo/Bu59WHtPZh51/xsDN7ZOJ+2Vo+5/YyBrgi7t6k7d/8bA8I3QS5VZ +1P1vDByQdyjiuIxWioGitEtDft/Q6jGwfvy+75t11P1fDKiWBLK8NKj7vxjo +UBvaMelN3f/FQGnAv1nmCer+Lwb+jN6IWt1M3f/FQI6snH7VEHX/GwNHfG2H +9lL3wdFz/X19Zn95OXX/GwOGm1w4dSWp+98YGJGyfnKJuv9Mn/v755PftllS +978xEDM/t+GID3X/O5cPDA/eoe5jq2OA++ru4AXHqfvfGNiSuPyo2Gnq/jcG +7izYJiJVSd3/xsC/qJfrhJqp+9+5fP/QvCY7qfvfuedbV6PY0UPd/8aATv+f +ZLc+6v43BvbL7/L93U/d/8bA1E2esFjKEzFA39Eo9foSdf8bA5NPlwzJd1P3 +v7FQuSyu3+8cdf8bCwN/f9qm1FH3v7HA06rtllZM3f/GAvPna7G4TOr+Nxa+ +J0WIGyVS97+xEKB3eGZpGFo2FgwdsgyandBKsaBmJp+seRCtHguvF2yQH5BD +68UCR6Up1/51aJNY8GoSqCn/R9U/FsIGTS4sfkHVPxZot0dynHup+seCSR0f +o5O6Tw6OBd+HfNk8cVT9YyHBNW2+qyWaMdf/xlW/z+9AJ8WC2Bf5RWsXodPn +8k+UXx4/St3/xoJVc876z7Xo4ljQXCO3wi8OXR0LDybuXfurj26OBWHlnS0V +guiuWPirom/v+5K6/42F8sNXI41r0ddjgVBedNc2BD0UC+EZ7E0n96BH58az +eoPc91lq/sfCyWdeDce6qfkfC92DT9Ws4qj5Hwtj8q7VLsromVh48d/l9sZp +6v43Dh6aB9ppNKO54+BUwM3/Nvqg+eOAQ+hGrJk4WigOPgW3CT8ewe+beByc +EwmpI5LR0nEw+h89kksFLRsH3eWPtnR9xu+nUhzUPRYKfVyAVo+Duzy1R8L1 +0XpxEGjESjkxjd9nkzj47az4eHsx2mbu955mD9rqo53jYNci79vC36nvfxxs +/ui7MjYXHRwHG0Tqb8epoKPjIEbRRMSsH9cXRhwohOnSeJegk+bix1akKuvj +epQeBxfNdy57k4TrV14cxAfLSQgP4PpWHAeHxnlFv3Cgq+OA9m3nCR9lXA+b +40Dvj9u64iBcP7vi4Lky17+SMlxfe+OArhLykzGC6+/1OBhRaQ03XoweigPx +7/QscXlcr0fnnv+VrYFLnHB9fxEH9YnDS9cmU+t/HNh2/GpzacH9wUQcfDU6 +xph9hPuHmThY9kHp09e/uL/giAefE8J2ZuJo7nioJF6vkNfA/Qh/PFifLAst +dsX9i1A83NuyeZPl4rNY/3j4w20acUkd9z/S8dAtkbKrLAb3R7LxYDf6dmBz +M+6flOLBvoXnnd8b3F+px8PnsQmpEsEsrH88HJ4S9f2ug/szk3g4WpW7JDkC +92828TD9QflKdinu75zj4e5Cr+qkQmr/Fw/h9md8E6ZwfxgcD+MBVwXsdHD/ +GB0PqtKnxP1ycX/JmBufrJLtt0HcfybFwwwrvynBH/en6fEw5lp2eQk/7l/z +4qFB2urNxBEHrH88dDjW+G2eXIb1jwfzBdoTQ112PWT9556XalZgynY/0l1z +4+e0SlT4h/vr3ngoPWAh/NgtjvT1eHhfuX2nphuD9FA86DOuKGmtTiQ9Gg+b +L9avy7qM+/sX8ZDm4T7+KDiV9Hg8OIvWbnlyHM8HE/EQFm20c8IZzw8z8WDh +OfOIKZ9BmiMBuKW/Gvkvwvtg7gTIXJ/+O/U+nk/4E2CH2vX1vcV4fhFKgMIL +mZ3v/fJJiyeAxpbszFcKeB8snQAqqTPMk3/wfCSbAMsEPga9dsTzk1ICnBtm +eLar4XlLPQG+XnJ9JC2G5zG9BFjpLbx+2z+0ydz4xtt6y//D85tNAhgebS9L +PIfnO+cE8Lr7rqL9BHX+S4DQXRVdmz3wvBicAMsDyp8Q+/A8GZ0Aqh+nHoWu +oO5/E+DvZGPVrhfopAQ4bLlc4W0Tnk/TE0BJrGGInYDn17wEGL24/McfPer+ +NwFqxXfMqApQ978JsFXK5o3yf+jmBOhuOBD+/Cyen7sSIKRU4eIGZ+r+NwGY +4SG9r8Wo+98EuJg6KC3+FD2UAAe83GeeH6TufxNgX2vk8ieV1P1vAgwUp5pG +L6DufxNg7bap90121P1vAjStTIuPbaXufxNg8s0t/nvczT3k/75Pg+dx3Q/r +D6MX0kCtR997SQt6CQ0So45aPeZsIb2cBq5FvUZi5mg+GrSGOLwYLEGvosGm +Rof8t1/Ra2lwIq75se2+VtLCNLggfYRPMhEtRoOivddyNG+jN9HA6M113nqB +NtJSNIg2Nua3tUbL0ODFlu+XtE6jd9Hg6WNHF58naHkanOrySetbf470Xhrc +ke5S07NB76fBV+J71EwmWo0G3oG36XfuoDVp4LNvb0b/4nbSujRI3eE3Obwf +bUCD++Uvb88GoY1pMOSy6JBcKdqcBsc3KuZHDaOtaSDcrb38KkcHaXsaiAa8 +4xDcgXaiQdgFS7anNdqNBr+cvre10tFeNLgssT/oVwXajwYaX84tk7uJDqLB +akNpEefP6DAaNBWsfUXn6SQdRQNf8TUn07ah42ggs6Eo+YQOmk4Ds0Xv/0Q5 +o9k04PZMWXUoGn2MBmse1vstO4lOpUHsdvvMhhJ0Gg3o8/v65NvQmTSAlhGZ +0/3oXBokDH78+XQQXUADA0Zp49/H6KK5+g2Vqv54jS6jwbuyOx/7P6KraBBy +XITX+xu6jgZihanrXn9HN9FghfKZXIVJdBsNwgssDh2eQHfSoHfHfUfHz+hu +GtTqlioov0NfooGXz+TWb0/Rl2lQXdeSwryPvkaDZfvbXb4PoG/R4Prmi9Vq +XehBGkze0OMKqELfp0H3ndDdsVnoRzQoK/k96EVHP6HB3Quhb/Z4o5/TwHSH +fci4Efo1Dc5MLNpPk0e/p0FpbcSe32vQn2jQuC7zjuNPrPc3GvxWqfzc+AA9 +RQPPv3xZX5rRv2ggOWUuKpqK/kODgVmdUU039Hw6MMZDNrgqoxfSwe7WOul4 +XvQSOrgvn92d/Rzf5+V0uGel4dLchOajw6f3g0vvJaBX0cF1u1rkb330WjqM +jIsdk12NFqZD6boD6lFjON/E6HCiWHrH/VL0JjoI8j7x0PdCS9GB532r5POt +aBk6VNt/NTv9kZr/dKiIVL/KqKHmPx2eLH99Is8TvZcO3Qkrs99vRO+nQ8do +96WwJ/i9UaPDpc7CYo1MtCYdvnjsbbHVR+vSQd4/QY34h98zAzocO/b5TEQz +2pgOq4K8tx1xQZvTYfoA88QkP9qaDtpnX3+8TOD31J4ORVYdifP90E504L7I +daZ+DdqNDmdXZB4dJppw/tNBUWRSOcYT7UcH7/DFn6p50EF02BgjPenT0ojz +nw41hZdbrligo+jQ/0LsXuK3Bpz/dMhcudR+WBZNpwMxNBnKDqrH+U+Hkr1O +flV1dTj/6UAPa/hg+LYW5z8dhBV8LrFE0Glzv79qfYa1aQ3OfzpcFeF+8phd +jfOfDi/3LtITOVeF858OZruXZG5/VYnznw4zvAn2G1agy+bGs90pl0OpAuc/ +HQakGxM+OJXj/KfD9umHuz8dKcP5T4cjggqG62pLcf7TIcFr8+pjt0tw/tOh +UTZvVPdLMc5/OpxhemwO5EFfosN9pQkznm1FOP/poPznub6CTiHO/7nnJfLS ++/vlMzj/6bCQN8V7+OdpnP90YIZ1me6Wysf5T4fn2X1/5Cxzcf7TQao7seYv +IxvnPx0s5ilAR20mzv+5+eZ09eWx4VM4/+feH2WV0oKZNJz/dIjkG5cS2XAS +5z8dTKbKd/uxUnD+04F2VP3ZxoGjOP/pMPtZTbZtCRvnPx1S+CJyQ3XpOP/p +UKyh0O7CG4PznwHXlOWsI4+F4PxnwJX8nGXRCzxx/jNgbNT++PqXxjj/GTCp +WSfXmaijSs5/Bsyv5aELyLuRXsWA825Zf7s3BpNeywBZ+692j2qiSAszYNGX +Fas25NJIizHg4erET5tsWaQ3MaCD88iB2nVHSUsxoPFoGIf9aDJpGQaoHrlF +f5Z1gvQuBvT7j3UHVKaRlmfAub/1gvNZp0jvZQCvv0zzL/tM0vsZoH+8p2aH +QjZpNQa4xs0qRi/LJa3JgAmxixXNz/JI6zLge9K3wubm06QNGPDqreFlc8YZ +0sYMYPiv+HV+SyFpcwYILpO/O7OsiLQ1AxTV5yXd/4q2Z4CwMFNS6V4xaae5 +/I9zHFzdWkLabc7KfFyWp0pJezHgtoOBzvvAMtJ+DJBUWKvYebCcdBADhm/Z +cLVsriAdxoDnZfaVvX/RUQyIa862GR6uJB3HgFapFUHDlVWk6Qy4qqu4sDG6 +mjSbAUOPTG6Z6dWQPsaAN2f+vG9cU0s6lQHsoKb+lhfoNAYkdfq/PlhTRzqT +AfOCt7X6BtWTzmUAKNpcXSDfQLqAAdbntD9w/EAXMWBa7JGvjE0j6TIGeEqU +8/5tR1fNjc+vOtFHoIl0HQM2T3Jd8gtAN83ln7K99PcAum1uPDOD47xizaQ7 +GcCt8MznbAS6mwHPjDJ+FN9EX2LA+qGVN/hFW0hfZkDwvVKVt0Hoawxg8p1Z +vbYXfYsBvuFGyUUrWkkPMiDtwss/Ufbo+wzI+K0TeboS/YgB/DaWXAsm0E8Y +8HbR/IWVe9tIP2fAClP5u+wE9GsGqB0OHcrqQ79ngJ+voMP9hedIf2LAP5F/ +rcpa6G8MyGuOW9jPQk8xgPPK7wjPS+hfc/Oj7+X+jb/RfxhwlOlW+VmunfR8 +Jhx2rrS57INeyITPdzUXFBeilzCh59HzBbR76OVMuNsoOWrD2YHznwlhIxNB +23ejVzEham3nuunD6LVMcO47qNaUhBZmAlNw6VnrFrQYEwIUVSY/PkJvYkKj +hO1Kz79oKSb8fDVy76poJ85/Jgi/TlmxRA29iwlj9xi1kofR8kzIu3yrY2MM +ei8T/nWNHZjOQO9nwo+EkyOFtWg1JiiuYAmL9KI1mZD+XkDQ7z5alwnNzCNq +KW/QBkywuFazNXoKbcyE1gjPl/IcXTj/mWAU4s+6uAxtzYRy6yXGK1eh7ZkA +N9/m716HdmICZ+G/NpENaDcmxGd8+3BPFO3FhLXmzikmlP2Y8FGI979cYXQQ +EwRfxvtVCaLD5urREbGYzoeOYoLmC68aUS50HBMmc2aHjv7G8dOZcF/7PH/X +ZzSbCVsMTuW2jaGPMaG+K/xn7E106tzz/7JhnK8DncaEDzE/H4cXoTOZICry +Q7z+KDqXCe+dx7i7/NAFTAivD+ctMEIXMeGLyFCb9S50GROa5NMjJnjRVUw4 +ryA+4vUR34c6JqwTeGDUewXdNPd+Wvbm/D2DbmMCQ8wyQiwM3cmEkTX35m3X +RXczodQESrasQ1+aex8vrXvM9wHf78tMeLF61Z2vHehrTLidbFIzwELfYsLi +vLS3BYboQSa8ZrlvCluNvs+EDXyfeUwf43x7NPf+XI/031eIfsKESKuVIgrO +6OdMkAt2mNUQR7+ee97zlm72f0bNfyZ0cUwOnTuN/sSEi9GDCRKW6G9MCDWq +4evmRU8xwf+0PjPxCn5vfjHh138GAUdi0H+YkLW5hXllO3o+C5Yv2tKu9wy/ +bwtZ0JzQJ7nuJHoJC7wvJs+oqKCXs8B1Yp1B9zh+P/lYMADaGwsy0atYcOTy +v5DXKui1LHDnzl9W8Aa/z8IskHAN6rueghab+333OI+wXehNLDi4PmF56TB+ +/6VY0Kk+b9A+HC3DgnscKrbVq9G7WGATYLJ7ow+uJ/IsKHq77YhiOa4/e1mw +esMe05IxXJ/2syCm+K9FpABajQXqMl6C17RxPdNkAc9t782Vkbj+6bJgKufS +PskKXB8NWBB6fHjQ9h6un8YsGB6bVDb/g+urOQu0m6/QN29CW7Ogo8bT8bke +rsf2LFhx15ee7Y/rtxMLPNtEI21O4vruxoJLxWEb9jVS6z8Lzn6b72h4G/cH +fizI6kv9VjKO+4cgFjxXamg+tBAdxoJ5y+aBmwjuN6JYwAq90fhTHvcncSy4 +erqrcF8O7l/oLBBM3PXq/iXc37Dn6nWvo/rNO9z/HGNBjsLBppzluD9KnWu/ +zX1g1U7cP6Wx4NPTe/lsI9xfZbJg2fB5K/4A3H/lsqBn0nT2ZTLuzwpY4PE0 +J0nTEPdvRSx4lbZH9jMd93dlLLih6LV4ZcsRnP8sWPk98c3CF0yc/ywgJr4L +CPHi/rGJBe0/jphohUXi/J/L957Nvk/XAnH+s+BKw6YDlXudcf7P1ePdP5WY +cQWc/yxoFYpyqf9n1UPOfxZwO13gD3nsQ/oaC56t4nPLzg8jfYsF/m/kle20 +40gPssDs+K0PAZEM0vdZoPWHEXFRP5H0IxYIjXhv1xZOIv2EBV3WXaIdH1NJ +P2fBea7iqqePcX//eu79uLbac2FvOun3c89r/8c1pWUZpD+xoLQ8yS79SBbp +byxgXylqK/fIIT019zw7g33bNfNI/2LBo2Hd4TwxPK/8YUH1xLjiltkC0vPZ +ECNvJ7t76CzphWyoS//YqncPzz9L2OCx1jqe/wKej5azgUMrscWuBM9PfGyQ +Oj5jv+oYnrdWseHg/nZVST88j61lw4ml+fr0Q3heE2aD+4zAmeU78TwnxoZr +TdNcXTx43tvEhmDHEIeQD2gpNpQImihtvoLnQxk29Bt/SOw5g+fJXWzIO2uf +sy0Mz5vybPhxU+2zjS6eR/ey4dPNh6v2rMPz6n42iDU5L20eR6uxgZhMmz3X +juddTTZA2Tc5eQaeh3XZEHWi02OdHp6XDdhwiytQsnYxnq+N5/JdFu7/yRNt +zobs/fdXXhtAW7Phn/nDWoUteF63Z4O47+03Miy0ExuerJtHL3+KdmNDbLCQ +Ws5evA/wYoN12JjUbBrajw0Nh04aXH2HDmID5yGtH5P78b4hjA2Ft643xKah +o9iQK1+42vIlOo4NQ+/OScXtxvsNOhu8Dm2c/46OZrPhq4z12EnqPvYYGzbw +XIagtXh/ksoGxW0+LQxndBobEhaIjV+sQmeyweBIbPOGL+hcNlg1Nr04I4v3 +NwVs4GmSj1EIRRexQX26L/VZC7psrj1NUC37G7qKDfdLZmfMZPD+qI4NF9q8 +dgl4oJvYoHJma8GdM+g2Nji7Ku9jUPevnXPvy91Pwlu48D6re+73Tw/e6dyL +vsSGL/H+P+W90JfZ0JlZTcvOQl+bi1cPLx+9hL7Fhm9Oph2z4+hBNuyzHDea +5qPu/9jQ911T4roCdf/HhtnqvtlAa+r+jw27TiXffhdF3f+xwWJBet72HOr+ +b24+zjsZodpK3f+xoTq7q0TwNnX/N5cvbZ1bO3Vf+o0NgkssNNfOoqfYwLx2 +97cyTxfOfzYYHRVxEd6A/sOGD6P5187LoOcnwqwcq3iVEnphIhToCZ+X0kAv +SQRGXc6BaX308kQwf2bCijNG8yWC8OMdey+YoVclQtV5f4UWc/TaRHAYuRnl +TLULJ8KrEXX560ZosUT4/WqkaFwPvSkRFncdF+xXR0slwibby7yWe9AyiWAS +ZMxRuhW9KxFiw3Maa9aj5RPhbP+BWf+l6L2JQPjs+PJ5Gp/P/kQYH7BcJvMC +rZYIgUIrx6WvozUTQfLL17zxBrRuIvTLVET6n0IbJMLI4LEFnaFo40Q4WRQp +c8sUbf7/aLbzuJjetw/gIiG7kqJIKCKSkISPyF6iIiFbpcgSlWQt1SzNTLPP +REWlZMleKoU2hCJLtvgSIrKUspX8zvPMdf58v6KZc85939dyrmIw9XuHhkxr +8jLm801PB3t3Ja9k7u+xzz9ev2H7/zH45lJ9eXIe2/+PwaT75/W2iNj+fwzk +rzr77FvN9v9jIGkn1t9qzfb/Y6DuF3p3Zhut95AYxI8cGqh1i7wzBg/upzcc +l5H3xCBH3/y343JyRAxeymsdKk3J0cy//93Wtuwt7T9eDLh1v6pr0sjCGISY +KeKDfMmSGNyu7u7dbQhZEYOjoaddcl+y+z8GzZIbx/eqyYkxCF8zWb7WlZwc +gwUnz47YqENOi0Fw0dm1SXl0/hyPgfaI0LHtN5EzmecTNHtfggn5XAwsqhNW +bL9D51sWcz1HOvYV7iTnxqD9Px3jb0PJBTGIrTkuSa2g87MwBmsK6opPh5JL +YxB1fKrKyIRcFgN+XsPK+kI6n8tjIB39TTnGl1wZA8MXc8zrdciPmPu1c0GN +5TE6/5/GoM7C51KTE/lFDAaIq44fvU7x5DVzP97+O61uo3jzLgYZbtoOVePI +dTG4c7Tt1iY/ik+fmec94nH2FiXFr4YYuPEuBNQXU7xrjsFDrTPFTV8oHv5m +1mOCuiK+H/lvDNL1pj75PIXipxYHXVKuRXZYS/G1IwcR4QK/Lwco/nbhoPlv +1ZuiVIrX3TnIWrr9oKKQ4nlv5v97tju36wXF+74cLE14bMT/SfmAEQf5Gbue +POpJNuGgV1z/udvNKX8YzMEE/mRF6GTKL4ZxYFYTvPW7C+UfIzg4NKd1z59C +6r9acbDRe+kllzeUz4zlwGScdoBue+q/jufg2MauAo+B1H+dxEHu9gnzPO2o +/zqFA4H95LVTXKn/Op2Dl+tMdK39qP/qxMHHMGHTinDqv87lIPtoePUbozja +/xycl/csn+QQS/ufg9S4RT0NV3Bo/3NgHiNoeLLzAO1/5vrHPuqWOXIf7X8O +HnMCu5Sv3kH7nwOxq1lUqMUW2v8cLOxXzN2mv4r2PwftZnwfteLZ26ma/c9B +n9HtxmkFrJqm2f8cBFe9jg9226JxCHP/o8I548J2aLyTA4uao5YdnPZpvIeD +UeuvLbvMoXw6goO4d/GxgRsp347mgG/7boWdM+XjPA4W62u5XRtF+bqQg8Y3 +PYc/iKJ8XsKBZc+ts64HUb6v4MDA1GJaN7bfGs+Bh4l0RtgsqhcSOei21MLg +lRXVE8kczH1xQtRf75DGaRz4Lx9x8F8z1SPHORj3s+2sfxXVK5kclOcdFvbz +onrmHAe7nvezU86meieLgzt2r3gJ46geyuXgV/UCscFAqp8KOJCY3wj5qkP1 +VSEH972e/er9hVzKwe+m3AP+D6geK+Pg7xuYvsimeq2cgzlvH/f1UlM9V8nB +99L8K2U7qN57xMGUsoCAfh5UHz7lYPqaESdHW1P9+IKD2T+cprZ2pvryNQfr +zt07suk/8jsOFG/nnN56gerROmb/tY4c2xRF9epnDla1cWpq3ai+beDgU7/l +uRNNqf5t5sB11u9Vj+rIv5n1cufy2KWeVC//5WDP+MQQzzyyFhdbNk/d8a4/ +1d8ducgw7De0eSe5CxeBGS4hex+Tu3MxJnFSYtg4tv7nwlR+4fUzIVv/czHt +35GhibVs/c+F2553Oy9Nof6BCRd7bX4vN5ORB3OxcEhYQVUteRgXY98EnCq3 +o/7ECC6efmrZ145HtuKitrMg1v8xeSwXJ/+Gjfw3hPof47lo+DpKXrCZPImL +vG3pHxIukacwPz9WY61sI0/nosm6bHPKDOq/OHERnJl/OS+GPJeLIXq+zk9u +kJ25kE3afL9Jh/o9i7iY2nWIme5MsgcXAxfGXO2zj7yMCzMzweEubD9pJRcz +jlz6UfeFvIYL79GiU2eGUD/Kl4sp789dXLKEHMDF7HF3HZ/HkDdx8dxtgnRS +FjmICyPzTw82vSaHcJEUfmtgcFfqn+3kYlWPIr8548h7uDB8nSSr9WT7f1xw +2hL2zdvN9v+4uKnVbeLWRLb/x0XPu2k33fLZ/h8Xi2PGvGx4wvb/uAirGeo/ ++zvb/+Oi08EbOYu6Ur8xnov4oGW1PQaTE7nINboycY8tOZmLjZMu7DrkRE5j +7mftiFJ/d/JxLo5Ydp/xdjU5k7neb3pzu28kn+PCdYLM8M02chYXVxutvvmE +kXO5iO2U1yDZRS7gwipk2dyA3eRCLpYmRw74GE4u5eLi4tDHejvIZVzYb1nQ +q3YruZxZ798l11b7kyuZ+2N6YmvUSvIjLsKTA54sciU/5eJt07gdt0B+wUX9 +zFHtv40mv+bCtt+mvSX9ye+4KHiz32meNrmOi8Sq6DMHPtH9/czF4PQhltvv +kRu4+LykXZcBF8jNXJy99/7gHhn5NxfWic/6JgaR/zL7QSy4vsuZrMXDGW2f +5gEW5I48GP95Ons/23/vwsNZ94IzJx+Qu/OQunP+8uR0tv/Pw01b05m+O9j+ +Pw8/rgsOtTix/X8e9pvZmwb0Yfv/PHQPf9P+QjWt/8E8DN02O/7lUfIwHvKH +BEQ3bCCP4OG6umVlw2iyFQ+r3i8uefON9uNYHroWrrOsOEsez0OQ5ElT1mby +JB6+eYRvOGJJnsKDrm7Vfelbdv/zYGUVyJWy/VUnHlTq4q5pi8lzedB3uuR8 +T4fszEPocvMN/XPp/FnEg2Sqnwk/gOzBg3uWRay5IXkZD7KKbno/S+h8W8l8 +Xsv2Mx22ktfwUKQd7etuRPZlfl+7sE0N1+j8DOBhS83tdm/8yJt4MHe3XDi2 +KzmIB/+Rsk1vM+l8DuGhfvFgD+2F5J08aH3M/6H+Quf9Hh4+S7pOOiEgR/Dw +qqHIGiPI0TxkF5xsKeVS/OAxz9PZYv2EfIo3Qh7++zJkyZt6ikcS5ueRVxtf +9mff//FgbSmPd5hF8Sueh+oVV1703ELxLZGHD87ObwMVFA+TebjT9Hmgfy7F +yzQepno7/+37nOLpcR54nMMf+X8o3mbyIGopuPusH/kcD0/MdAONxlF8zmKe +35N2xl4LKH7n8iBYXm11dh3F9wIevvDt743eSflAIQ8+0pe8OgHlC6XM5y/o +NqMpifKJMmb9n/8yeN0ZyjfKeXA963JSufsw7X8ewhdMeBmlSqT9z0O/PjuV +BWcon3nKw46//13aXEr5zgsevs66sPT6E8qHXvNgK7Nq972O8qV3PDzt8SbR +7DflU3U8/DTv9jtSR0r7n7m/Hbbboo+Y9j9zf49eiew6SUD7n4d7g1+cbJ1H +789/82D46Zb5cS96v/6X+b42p8v8/Kl/qsXHPgNDc8M66p925MM0tmHsyzbq +n3bh492a65kJw6h/2p2P+o7tFt1ZZkP7nw/z3152LYOWX9Xsfz6W9bIuUG7Y +pLERHwkVp5MFyaEam/Dx0kGeoSPYq/FgPixeuGS0TaJ8eRgfHl2UkctHUT49 +go/DG77vv2JM+bYVH+Eq/LujS/n4WD5O3i6S9dtF+fp4Pja/rSibtYXy+Ul8 ++JeFdCtbQ/n+FD6+nLCM3L6Y6oHpfIxSHhk/YDrVC058LA9z11FYUT0xlw+n +xA7WWf2oX+rMR8ffoy4t/Ef1yCI+etum/BmwjeoVDz5Ep4fKTddRPbOMjzvL +z4w7vJjqnZV88PWeSiNA9dAa5v5eeVFwbhTVT77M9U7pWWfUj+qrAD46x/Qy +TftH3sTH2v6lmVNrqR4LYq7Xxtb7/i2q10L4KHNr4S/IpHpuJx+DL2gdjxdS +vbeHD4FwUkj6RqoHI/jYP1QvcdVsqh+j+ShPE94+Z0r1JY+Pv41JO3g/2fkf +PhYO/dBy/zbVoxI+FqzNOhieSPWqgo/qMU8VgYFU38bzUZDa++I8Y6p/E/k4 ++LH7/W/7ycl87J3Q33XQW3IaH5fm2bQvd6J6+jgfRXfSdRvSyJl89Dd3/BOp +TfX5OT6UvzMOhK8hZ/HR0nz77N18ci7z/HQOngk3YOt/PsR9W65t30wu5GPa +y4MTL5SQS/mIuvJs5Vgj6i+U8eHqeXhX7UZyOfPvHzo8v5VPruRDHXG/uKor +9S8e8dEn2W1Ze3Ze9SkfOTdiN8w6Sn7BB6/43X+HPpNf82H9bu29Flvqn7zj +49Z//Hurwsl1fKS4DkgpLCB/5sNoUdueAf/IDXz85PZ9s34q9W+a+RjfeHlL +8i7ybz6e3/n9tyib/JcP2bvu/je+krViEXFmmOS4OTv/F4veL2SLfZaz83+x +kLwdxGtk5we7x6LX1X26C6+Qe8ei7+vTj4LryX1jUWEyo9cqQ+p3GcWi0bOx +exdHskks7F9MP7M5gDw4FnveVugKRORhsbjhILmy8hx5RCxiprt/fcXOj1rF +4pLz76Y+38hjY7E05MepBrbfNz4Wz76+7b9rGNv/i0XZZKVPpgN5Siye7hbd +imH7l9NjsSZrYGRHH7JTLBLTZ12xCCbPjcWg6vYpnyLIzsz3W6lesVBIXhSL +keOmDVykJHvEYszX16u/JpCXxYKLTTeHJ5NXxiLc6cmi1hTymlhUDzXkB7D2 +jcXu+eG2Ww+TA2LBiRRn9zpI3hSLi1M3P5wvJQfFYsE7BceMSw6Jhe4Q6QTl +LvLOWDgGD3LPCCTvicWXXgM2ey0nR8QiUx4x4PRscnQs1upIG4+OJfNiYTS8 +NRpGZGEsVnwq3x/Zxs7/xuKUTeGxwNfs/G8stAY3vWtXxM7/xmL8v1bF9CPs +/C9zPfdWOo7dzc7/Mve3q9HP+x7s/G8sPMa3n2Rpxc7/xkK1ObHEvj07/xsL +X/1/NZ0f0Xo7x6w3hy1d4tPIWbFI3ehW9XU7OTcWRzal9O4Dtv8fi2K39bu0 +ddn+fyz22W1/fLuS9kNpLFbGuz4LVJHLYjGwixHqvcjlzPe39yt2MSZXxmJi +a7JX/HPaj49icX7AWtNKNflpLDpMqYxocSO/iEVgiDJoYHfy61gETT/YDyV0 +HryLhdW0rpPX7yTXxSJN+qv14Cjy51i0zM3JqmHnVxuY7++5ZegsIbk5Fnev +jOtcbk/+HYuzr5rt9tXS+fY3FsNKsoJ9xGQtAe7dSFofZUfuKMDGg7YptS/Z ++X8Bk/96x0sPkLsLUFTTrSzOnNxbgLgdF868u0Hnc18BkBPWP2E92UiAbeOu +t+R1JJsIMHzJ9qx5KXTeDxZgxqjh5u5TyMME0Pv8veRaJsWPEQJknTqFxhcU +X6wEMD5pIHPtSh4rAMfJ6PvX8RSPxgswJ/WB7ruVFK8mCfAyrY/3zAMU36YI +MM3y3Q6zdIp/0wWYUNa0VXad4qOTAPZ/5tifZOdT5wowJnhh8J52ZGcBajvr +SUz6U7xdJECYjmvPw2MpHnsw39d6e0Tf2RSvlwmwduWVjgoviu8rBdDixP0a +G8jGfwEaDQr2a+2m/MBXgNGZrRuM+JQ/BAhQZzXveZyS8otNAogehoT8dKT3 +tUECLGrVsv7gQflJiACXcuy2mvpR/rJTgEOPDlyq2E75zR4B3g0rMh28j/Kf +CAH82s8QOnEpP4oW4OQw7ff+cZQ/8QQwnNX+wyU55VdCAW7zhIcKrCn/kgjQ +u0Qapzee8jOFAJ8Sh/rdmkD5W7wA/uUPwiZPoPwuUYBW+709o9ZT/pcsQOCB +CrPgVZQfpjHrqUCra6cTgbT/BfhT2WBTMmQZ7X/mfj/rfs8GDtM0+18Au0mv +3lulrNM4S4DTth31eC+CNM4VINrJ2kb9geZPCwT4ds9lePEvyn8LBdiSY/38 +dgvlx6XM7/vaM7nLX8qfywT4q/dz5+BWyq/LBVjhscB3xW7KvysF2L1l0m/7 +nZSfPxLAstgpbV+wXOOnzPPbcS7s7yalxi8E+G62ejrHV63xawGuRPya99WL +5i3eCXDTMyu7kwv1P+sEGHyi0S5lKvU/Pwvw5mAs5hhQPdIggOfHWMP7Xale +aWae9/MJ5x//I/8WgDvoiYdjI9U3fwW4/2mdb0sN1T9aQkReuPawvpLqo45C +FIZlP2l3leqnLkJsU//4PvgE1VfdhQgXdug5WUb1V28hOuT/Gz4xnOq1vkIk +dJZv11pF9ZyREIFJC6dGT6d6z0SIVw8cazIHUz04WIgrvfrc8PtHHiZE55fz +gg89o/pxhBA/f82OnniB6ksrISp1C0vNeVSPjhVCe36ul8cKdv5HiBOvLpUt +ZeeDJgnxjH9oUO895ClCfLlgO9e5hjxdiD6f3P62n0X1spMQHvdOTx6RQZ4r +xF/3EpNLnanedhbihvHKR6nryYuEOLryY0FtCdlDiMnyIQ472HnSZUJsfxpY +tCCcrf+FiPY8UeN9n63/hdhQ2IS04dQv8BXC/7G/qt8ecoAQb1Y2vcm8S94k +xHJ9y1mrTakfESTEkPcTBllsIYcI0eVZunXLZfJOIUqstHwe6VD/Y48QOkWf +251ZSI4QovjGKlmEkhwtxLK2l6WznpN5QvgFfor4ZUL9F6EQT936FYm9yRIh +mt6ExnVJJCuE6LmotuPKp+R45vpqp7tE61H/J5F5XmnN8t3zyclCnIvydJgS +QU4T4tjWGxWFF8nHheh67NIf7Vp2/k+IMQ96fdPqS/2qc0JsWhtucJGdB80S +YvWQy9b9Asm5zPqrHBdrwc5/FgiRfvpB0utccqEQveUDnBxfkEuFuF6+TDGr +jVwmxOXgE/mfjNn+nxDOlee6jpnE9v+E6JFo+qi7G9v/E8Lq4a0t0RvY/p8Q +oXrbxsv2sf0/5noXax+ylbL9PyFyT442WZ/C9v+EmF/5STj8LNv/Y77PnR49 +dlwmfxbCwNvqk2sJuUGIbraGdlm3yM1COFQrXFIryL+FeDFZ+bn/PfJfIQYs +vBtifJesJcKAyLKNGbfJHUVIu70q9WopuYsIW3xt9dcVkLuL8G+5Vq7sPLm3 +CJMXmwkXp5H7ivCsv0noEQXZSAT9HCOPvQfIJiLcf3FQ6/Nm8mARxpfc3/N5 +KXmYCLO+VbzcP5U8QoTGkUNSMszIViJ8L+6S48f2R8eKcEwV7VLwhp3/ZXy/ +ceOZa+z8rwiyjsu34BA7/yvCvM8ufYK3s/O/IkQNzj3jMped/xUhaYrphYfG +7PyvCL+6mhbpfqH158zcj5Iesc355EXM9U7ueT6eR/YQ4ZvDntstbuRlIiRW +Viw2NSavFMF32qmSrjVs/1+EN2X/DhWlkX1FcMj/Ip27nhwggutlt6g0c/Im +EfrxPLKfv6H9GSTCyxfv6huSyCEinDVaZfllKXmnCOoBcYaPe7D7XwSeVJF3 +gZ0vjxDh7k1959hQcrQI5VMfb/e1IPNEKC669XxuFZ0/QhG88vvOxwGyRIQK +g15Rruw8qUKEy37uiHxM51s887wP+o55sZecKIKF3oZ2AUPJySLMsfbcYXWT +zs80ES50T/C12UA+LoLH4NPf9+mSM0V4urx96MDj7Py/CN7Rk8UG7PmdJcLD +8r/Lg17T+Z4rwj6TVQPtdpELRFjyosOuYD1yIbO+ZGOSVrtT/CgVIWVp+sBP +eym+lIlQPWBlekI6xZ9yEU4Ee6zk3ab4VCnCkKAtm0s/U/x6JILJjdH1Pt3J +T0V4b8r9ssuSff8nwpqXTdyBThQfXzP3v1Wqu2Ylxc93IvQtLOjruZ3ia50I +t/Xtgww5FH8/M+tZKsu/pKb43CDC/tykD/MzKH43M/tnzVrXT1kU33+L8Dai +b4fMQjb+i7Bn75TRGbcpP9CKg/2iB3ObHlA+0TEOWn1STy3Kov5mlzggoGF3 +3lXqb3aPg83t64cW3aD+Zu84nDLO+TfzDvU3+8bh94fzG4sqqL9pFIecph6j +flZQf9MkDu2mjlP2Kqf+5uA4GGxWGTuU0fvkYXG4Lr/luJBD75tHxOHyEd22 +DjvZv/+Jwzn//b2b19P76rFxcPk+/P4Bd3qfPT4Orfv2Scz37qX9H4eJNxZ3 +7+kaSvs/Do4b3M2MpgXS/o/DtlNlFhlZS2n/x+HT242SgFGOVzX7Pw63qp2+ +Dm7w0dg5Dh0dzvSoPrFN40VxaL97v/nJ5+Eae8RhYIfDqabR9PdWy+LQYPRg +fcNB+nuslXE4LQxf++k0T+M1cXhy1OzO+Ws0D+obB8/46BPN72keNCAOHHnG +BOMvNA+6ibmfAQ/TExtpHjQoDjd+tOjPa6Z50JA4dLp38/y3ZpoH3RmHH1Vt +BauaaB50Txy6Zjc4+X6j+YmIOFQO7faloo76mdHM/a1x3TF+K9UbvDjsm+fY +0GED1SPCOJgcnnrNfi3VK5I4ZOwz5RR5Uj2jiEPe9tWLo5yp3omPwweTgT02 +gOqhxDikyLraeLP1UnIc1uT12D3flOqptDjcHhrdy6Q71VvH47DWP7Gp4Cc5 +Mw7Zry2sjF5RvXaOWT8Ng5cYXad6LisOYc5zr2Ycp3ovl7n+iLd7z/GpHiyI +w7gxpk4mAVQvFsZhf05D9aOZVE+WxuHE4fDWEhOqP8vi0C3yw9eH38nlcZhh +ae8Yto7q1Urmfucl7oy4TX4UhxWOur6tY6nefRoH0y5i3n9K8os4CGe/Kxv8 +h/w6Dhc2GO7LW0719Ls4bK837pd8mVwXh7Yfj6zLjag+/xyHlvXO6yeEkhvi +4Dyg79yH98jNcXiUtm9e0gi2/o9DpktwTux+8t84FDYVP5Y9unh1ZW/BVU47 +MUTLejzPHJ6lcXsx/EfdGFy5k6wthkdOR8vmm2QdMYQPj9/qbZCtcWcxTuC3 +96A1ZF0x9p8rjzI4Qe4mxu3myZxv38g9xIixCxp0bPwljXuJMeC2zgLbMHIf +MdSSPvulOWR9Mao5z2bk/yAbiJFhVTbxlE2OxoZifK9a8WNFILm/GDtya9qV +pZKNxTizR+/WxyfkgWL0OJGSnt81V2NTMXLqirUmOZDNxLDJLXT02kAeyvy8 +96MJA5RkczFiS1a0hF4lDxfj8v1L3/xryZZiKLa3OX/WzdN4lBhXjNSH2lmR +R4vB1zarOryAbC1GUI/ShJsBZBsx2k4Jz4VFkW3FWCc9OPB0AnmCGJvNPTqu +P0+2E2OtTacDyaVkezHWX5qaubyK7MDcnzphpOwteaoY10zbtGd/I0OMY1rn +xgX/JjuKoSvyXGTU7rLGM8X4eNfknq02eZYYRt7SyNKO5DliXDCwe36L/fk8 +MSJemhycqUVeIMbjdR2GjWuh3+8ihvGP9z6qRrKrGC6u7hHb3pMXizGzuabH +9adkdzG0j2lfk5WRl4gheDzO60U22VOM7aF3048mk73EmFeHdZ945BViOGZe +mnNhC9lbjHcX1L3bFpNXi/FKFHy0fBx5rRiy4R9bhvQh+4jRZ3Ubp8MXer5+ +Yhxw3Dp4yw2yvxhOH43fBiSRN4ih7++c/XMbOZB5vqkb7hs7kTeLUf7qT/EL +ffJW5v93Z4rzGlqf28TYED5DPTuTHMzsn/sdf/4JIYeK8c3p86BVDuQwMcYL ++wfubEcOF6PQasPohUW0X3aLMdDr8aV3EeS9YpzevXmz4zTyfjE+9NxYsuEP +7c9IMQ7VZ/F9LpCjxLjbVH5n/AZyjBhDOnavezuQzBVjVe3+Z2GVdD7wxfA+ +tfv5rwiyQIyUpFxFoDVZJEaCwfUB1dV0/ojFGLUlIHkhhywVY6T2ZsXdMWS5 +GJ/Lx4X4VF3QWCnGxESbIoNdZLUYo/vVt3wxIR8U4/wx9eHmK+c1TmB+/vXV +6HHe5CQxEuvH2Z9tOafxETH6VTVGhajIKWJs2zKpKXYs+agYRXuGXW4tO6tx +OrOe1MYBlavJGWLk3z8daVF/RuMTYrhn+d0/pEc+xazX6c4KfbvTGp8W49+i +J7XpyzI1PiuGXmTKfP+wUxqfF8Pwn/f6zfKTGl9k9kue5deKzBMaZ4vRFLAj ++XDJcY1zxBh6Qgc/nmRonMecV51LFR8+HtM4XwwV736U4E+6xlf+73zYOP5X +J/I15n7ti/o7XS9N4yLm+VmuObTf+KjGJWIUpD6aeXtIqsbXmfvxQxI0aUSK +xjeZ/TvCR//NqGSNbzGu/RnwavQRje+IcX/5yXSZd5LGFWIsTLe7smVFgsb3 +xDi3LcwiZulBje+LkfnGqLaTq1rjh2I8tR9cPmyWUuMqMaSPu/B72cs1fsKs +P4NpRb9GSjV+JsZkrTcDexqLNa4WwyAoz71LX4HGL5nze473yr5fORq/YvZH +9wdD068f0LiGuR/Va0un2+3T+K0YtYeqhjz+L1TjWjF0TraOze6ySeMPYjS/ +ks8JPeKp8Ucxjqjr9nFPTZ/2/65nns8oa/k1c1+NvzCfH7MQEd+2afyNOW90 +WweZL9ilcaMYOzfeKC68H6FxE3M+/9Wd/uFvtMY/mPVim37czIKv8S8xzLNz +BvVwEWn8R4xg64bWIZMkGreKsS+0rSx7rkzjNjHGbKvsIPJUaNxOgtPHRtzb +4avSuL0ETz71GOq4NV5jbQmafqgi88IOaawjgbFZ1dTTexM17iyBbnhL0seI +wxrrSqA2yNw5sPCIxt0kWGZkE5N7NVnjHhJ83egUk5mfonEvCXTCkj69vpSq +cR8JOHfsEqaeO6qxvgSVURlXT2akaWwgQa/qpU29k9I1NpTgzPzQUV6SYxr3 +lyA+7kX0psgMjY0lmFlUtHx80HGNB0pwcNb2gYdWntDYlPl5JH8ud/ZJjc0k +iBT2Xls7+pTGQyVYMLD1V5JepsbmzP3QWZV5qJk8XIKxqbVTrj88rbGlBPNr +/p7vfO6MxqMkKEi/mWrudFbj0RK48l1dp50lW0tQ/13vZ7HROY1tmN8nSXc/ +EUG2lWCzx4bgD+/JEyQ4mzA8OXjBeY3tJIhdlTPP6QzZXoLapxf7L+p1QWMH +CebYZL0RbSFPlSDd3E3QfIcMCcasaOi1e/hFjR0lCLDYxDWKJM+UYP3ZQqPS +p+RZEpya/Uo7dEyWxnMYnzt5bsgB8jwJEr1fJJc+JC+QYNqf7VK3odkau0iQ +MWy1sDSI7CpB1vucO3oF5MUSTB/jVjtB55LG7hKMG3mz3MKZvIRZP0tiTv0n +IXtK8GjHy06eD8leEtzO1c/k6+dovEICK6uvwqDFZG8JRqlLnuqIyKslON9D +783MG+S1EswWfupt3kb2kWBwy+XPR21yNfaTYF6xyCTfh+wvQdf3g1f7yckb +mPX3aHdiUiE5UIKfb063X11P3izBnqXH3qXp52m8VcLk38saNtqTt0nwdP7n +SadXkoMl8F30s2vAXnIo83PrZxbxCeQwCdrf/nR2cg45nNmPhRe1XSrJuyXY +XSGrLn9P3ivBOh++bW4LeT+zn68lW/boflnjSOZ5BfXSuz2AHCVBqF+k3xcL +cgxzPyY9zwodS+ZK4IyrOWvtyHwJJJMuep1zIAskMLiXeGzNVLJIArsK7e/b +ppDFEuxYeOjD20lkKbP+990LvDSOLJfgcliX8o+WZKUEQzevLNk3iKxm3Llt +9o7e5IMSSDmul++3IydIkBDi8ED2ma43iVlfZ0225z8mH5Hg7iPDUper5BTm ++XQfPsT5KPmoBLzNz7TyYsjpElxXHNNS+5EzJPgutv5SN4N8gtmPQXfOnh9I +PiVBqys3oPkHPf/TEmx3Wx6ddYd8ltkvkerEH4fJ5yUI6p16PH8r+aIEfEVs +h27TyNkSdJLGok6XnCPBoZ3PVyx7SOs1j3kewyZmrjlEzpdAr1ic3Wk1+YoE +Gx2T5i0yI19j1rt36taZNbR/ipj7cXvGgveHySUS3OgttsJy8nUJSp2/cT30 +yTclSHNMqrO6Tfv3lgTNB7ja9/aR7zD75ejp64425AoJ8o3dpwpr6Hy4x5zH +PXWuZYvJ9yVYnZz+9boD+aEEx04JUktr6fypkuBPVK+Ol0XkJxJ8mzhMfMaW +/EyCC3FWX04+ofOtWgL/o4u75YaTX0rQeO5Dn1f9ya+Y9ZlW6mSZS+dnDXPe +bkrrk+xBfivB1nSdbi7f6PytlaCav+mJPY/8QYLFOz2nBJmSPzLr5bvasiWL +zvd6Ce4Penm8Zi75iwTdb5n8ty6H4sM3CbyS1lTXPqX40SiB4fjjW9f9ovjS +xKyvuYnjvrLx54cEt/6MtjsyiuLTLwkW9s6oFDhS/Pojwb/a4rO3PSi+tUpg +dsj+5XY/in9tEvTz38FNCKb42E4K1RpO35X7KX62lyI4coFxOY/iq7YUljpf +52tLKP7qSDEwaf6O/kqKz52lOLZ++lGLeIrfulK4tbj9mnGQ4ns3Kboc/3iL +E8/Gfyki24cUdVVRftBLiuOjvVZVDqP8oY8UcQ+vum7pT/mFvhRjhBGjhnaj +/MNACq50S68hLWqK/1LcO79Cevi9kuK/FKlZ/U+UV8op/kvxOeRj0OtcKcV/ +KUZMGGvX84iY4r8UGQNc8gy6CCn+S3HOQM3Tv8ul+C/F+csZGfulURT/pShS +tL4qdttP8V+Ko4WPu4vMwyj+S6Grfa7xttMWiv9S3JoaOp0TsoLivxQREWcU ++dIJVzXxX4rCKfvs/vtvncY2Utx0UKr6hm7T2FYKV8Mct7I/4RpPkGJu5cmP +B69EaGwnxVTP1HrHtmiN7aV429ZJr3EyX2MHKVb2O3Njyg6RxlOlsDpxue7F +UonGkOKQxaJBEdtkGjtK0f6/pHy3WIXGM6XY+bjVdXCKSuNZUiTXj4rPyo7X +eI4UpndnH6q+eUjjeVI86macu/ZJosYLpBhdMmm//rvDGrtIsaXYds2qn1Qf +uEox7Pbqxao/VD8sZj5/7Mh8w1aqL9yl+Jj9fP2tFqo/lkhxtvGus+w31See +Uuydahzh1Uz1i5cUJTETHTp9pfpmhRRn1gp+7a+leshbirKv6YvPPKd6aTWz +vkb69Q+voHpqrRRVC95uLbtC9ZaPFHXVa1OiT1E95ifF3eNZ9ioV1Wv+UujU +8s3e76N6boMUBd/mhnn7Ur0XyHyf4mvxtbOpHtwsRc3BqvSLelQ/bpWi47Fd +cz9EkLdJsf3UosUHvpCDpbhu/stg1zKqR0Ol2ON9sUtpETlMii/zhuYssaT6 +NlwKwzlG9cPE5N1SeNc5C4c3kfdK8dD99GH3JVQv75disWzl+iPZ5EgpJnrV +LWjfl+rvKGb9tyU+2RpEjpHiiIvj05rbZK4U2TXL5y8cytb/zHrzsXDNDGfr +f+b+6613b6pg638pNjZf/zNgMPUPxMzzWNWjh3EQWcrsz8jQ1PorZLkUzhGB +ujG61K9QSmFUZZj3yo2slqLTML9NzQfJB5mfryruX/AfOUEKC8cDL63NqD+S +JMV/tW97zVtLPiLFku/z57Y/Qk5hzquEeU5uz8lHmed3tenPBLZfky7Fg0ph +xrF55AwpogzGZx/eSz7BnIfVq0qNzpJPSfHkXdadXv+RT0uxu7ahYV9X6i+d +leK38Xb52vHk88z96HU5+OIK8kUp3i2zig6KIGcz51vV4i+KVHKOFL2Wx08f +WEzOY/bLj+LpnV6R85nzesmn185/yFekeGPSYf/X3tSfuybF9Px5GXXm5CLm +fLpxvq/9JHIJcz4LX9e9nEO+LsW87CUhVR7km1L8yjk0ftBq8i0p6k9ldM1Z +T74jxTaDqC5HAskVUqzJtNtStZl8j7meg4NfeLG+L8VkZIyw2kh+KEXa9i3L +nH3JVVJ8+Df7/uUV5CfMfhzfYLtzEfmZFOZTH7nGzCBXS7H6UrXnWxvyS2Y/ +ZGZfkQ8iv5Ji3MCkofFdyDVS3Fauj/vO9kffMut1uoNT+iNyLfP8Kh8VXLhE +/sCcX+ZGFQNV5I9SuMedFn7cTq5nzocLy2f0dyF/kcLa/nnsuWHkb1L0LfOd +efEPrY9GKUZ6S8LNy8lNUvx4bBHVLZH8Qwop//zfDWx/+pcUpW5ZmbPGk/9I +4bFj6eGjf2n9tjLnfenaYfxichuz3nobXGuNIbeTwTM1aFT7OeT2Mhz3Cw47 +okPWlkHUjl/9gu0n6shwqh+n4tpucmcZZj2Z1c/Vlqwrw/45r09K69j+vwxd +tx/Ii0tg+/8y8BM/XXdxJveS4UHDv72PW+h86CND7CafkrEZZH0ZRs/Ku+O7 +mGwgg7mH4/ddf+j8MZTBL+3R1d1HyP1lcBt4p0vQTLKxDFz141traul8GyjD +4SnaZp4xZFMZnnF9dqwcSjaTQR6l5b7rGp2XQ2UozUxYc9mLbC6DVvJxscV3 +On+Hy1A/yaWxjEe2lOHHZf+cUwPJo2TQvfR76bNzdJ6PlsF2cdTGlTPI1jIM +3f5+RUQ6xQcbGTbc0Zk4sJjihy1jpUfmsWqKLxNk2F1/3sn2O8UfOxmG7T3/ ++5kO2V6GOwbFPS/0o3jlIAPvcmWnh8Monk2V4dEY9TWPsRTvIENVgLO3qz3F +Q0cZFq7aNK4aFC9nymDo9Ki6txPF01nM/5+XYKs7m+LtHBmelplPeTmL4vE8 +GbYWVYw5NpPi9QIZ/l5efmAvKJ67yPDi7IS7e+wp3rvKYNXw6/EVG8oHFstQ +obo149Ji6he6y3Cun3FCtQP1C5fIEOY5crbZUOoXejLrY+vKcQWdqV/oJcPO +Hu6imo+Uv6yQoccHxfMbtyi/8Zbh56yvn1IyKP9ZLcOSmS4hbl3iKP7LMOHo +6c9Dr1D+5CPD5I6+4yy2xlD8l+FryceQG4MiKf4zz/+n2ezag7so/svQrenE +MOvvlL8FyiA+H/1WLPWh+M/8+6IXs7NfTaL4z+wHrlv18QmUH26TYYew0vh3 +EOWPwTIsWtEwrcc6yi9DZUiddzgqIpryzzAZZt4Jdfv3mPLTcOZ6YgQR0uE8 +jXfLEGQ92rE8lPLbvTJkGyZpD35N+e9+GeZlns6f3pH6g5EybAk7MEdqQf3B +KBnWLb/sXj2b+oMxMgxqtjld50v9Qa4Mee+zl0RFUH7Ol6FX/HNh6EHK3wUy +CA298vlnKb8XyRCvfb649DXl/2IZNneuakquo/pAKsO74mT+1a9UP8hlGBC+ +0FG7ieoLJbO/953qu+QH1R9qGRIe3x1y6AfVJwdlmL9eejG3ieqXBOb7/clZ +rf5G9U2SDBbpos8mH6n+OSLDJdOUBWNfU32UwuzvEd/u5j6i+umoDB6z1v5O +ukH1VTpzPzKCd97MpvorQwb3nv7rB6ZSfXaC+bwrP3rwBFTPnZLB+UPk52/b +qN47LYOPoUXwoJFUD56V4V5KW+/Rh8jnZfi3xvevugvVkxdl2FbUrb9HKDlb +huvL721b+pqcw/y82zdrxTyqV/NkSHY7d6nDeXK+DN6NFfHqflTvXpHhpN+X +2Lm7yNdkcPD129vtBbmIWd/b7qoeO1A9XSJDs1G6WfJB8nXGn1NTV/0g35Qh +JEv0tIsr1eu3mPP5kuyk8hj5jgzaP8/Z/G0lV8gw4/yK27au1A+4x9zPI+Gt +tsnk+zJ8eugV1vyV/JB5PjteYbMD9RuqZJi9Ii1aFUN+IsPKpyGHAyrIz2RI ++5KGF3rU36iW4di+Ic6flpBfynCj95wnAhX5lQyNBx7PvfyIXCNDC/fS7K29 +qb/yltl/yyuPpc0j18owMOe6wCOC/EGGcAOTNeFZ5I/M/qwfebXHe3K9DNLt +z6K6G1A/6IsMNrdd/wtyJH+T4cxDp9ETA8mNMjxerNBdJiM3MdezfsP6B5fI +P5h4e/JDYMpT8i8Z7s7oElz0i/xHhtcjWxys+1L/q5U5fwt/5n8YTW5j9u/b +biZ1TuR2cvC61X4Y7UVuL0f7vTqfLm0ka8uxzKLDkMhwso4cXdfPqIuNIXeW +IyQh678HcWRdOTa3N33hqSR3k+O/iSUd+x8k95DD+FxzpcEhci85puQafnWJ +J/eRI7bG1rlITtaX4+sXi8lBQrKBHONOOU5dcYBsKMdkx+d6UaHk/nJ09Pj6 +ps6PbCyHkbxVN86dPFAOyatjg0KmkU3lcDoRMCCJ7W+aydHvqdmEbmw/dCjz ++ctSXhd+pftrLofNT15t4V3ycDnEc9t59swkW8qxXPvYnkwOeZQcGztf/Xx4 +FXm0HJ1rbgo/2pKt5djbpSVU0olsI8er1Pna8Y9p/djKIZDtetsxjTxBDmvf +wD/VW8h2cjgoFq0YYke2l2P+Ws6ul39pPTswz1d/aateIXmqHOePPD9XFkGG +HFbdo253BNlRDu96w7MVLbSfZspxpd3mn5ZZ5FlyzDwVIx0cSJ7D3B+fwedz +Tcnz5HC7ysv5c5/27wI5Hin3L6uPZPv/zO93DBIqrdn+vxwxPy7t1aqm82Gx +HMUWqcrx0WR3OQ6+/Xtg8ijyEjmmJx42Na6k88dTzuz/kdtfbSd7yXHugP11 +iT55hRyvN8bxJl2g881bjg/7HBa+XkheLcfUbrs/Sz/SeblWju7CVWs9D5B9 +mPU69PO9yf3JfnJsmGJxePYZOn/95XicOXh9jCN5gxw9vdvVt39I53kgcz2b +wsfeXEfeLEfOqQ1fi95QPNjKrJ+lixZcbKV4sU2Otoczz+zqQw5mnveoxELr +YRRfQpn1Onmo/ydbij9hzP3bobpVPJ3iU7gcS7z3Bt6fT/FrN7MebI7+HuNG +8W2vHAtSjeY3L6X4t18OdczFiMleFB8j5fg8fdbHAV4UP6PkuHOivPXMUoqv +MXLUF58J6+1G8Zcrh8xoibfXAorPfDlOmdS/OTqD4reAWV9aSdyukyi+i+So +5n8aeHwUG//lsNwpXj52ShLFfzmaZ9/4+tEkgeI/s74HOulnt1C+oZTjxKlP +w25VUT6iluNyeuwN7zOUrxxkrmfl4S8noymfSZDD9Lb5ibpl9D40SY4hyTrz +jnjS+9IjzHnXtmfBmD+UL6XI4eMV37VBTe9bj8rxcJR8yZLx9D42XY6mUavd +jxzeSfFfjpceOcrDlVsp/svBfzDoSf8Oqyn+y+HfrafM48eIq5r4L0eCqE9x +mCP1+84yz9u7psVyG+WL55nrszNdET+d8smLcrSkP/vj2onyzWw5Ulz0MscE +Uj6aI4d+7Vm9HxWUr+bJYbJTXTB2DOWz+XIMY56O3XXKd6/I0af7oK2m3ykf +vsb8/567MwwH0vv1IjnCjmxO+TCL8ukSOY6NWDDNcxPl29flyLh5IHmMhPLx +m3LsHD98ysTzlK/fkkOn1uzZAH/2/b8cPaIfftodQvl+BbNejg0KGBJB9cA9 +Obo9+dahiU/1wn058hy4sQ+kVE88lOOQq8O/dDXVG1VyOLb5StwSqB55IsfY +rn8PX0mkeuWZHHPeuBWWJ1A9Uy2Hy42uL/ziqd55KYcofaLBVhnVQ6/kuPH9 +WvFdPtVLNXJoOx7LCNxH9dRbORY6/blmFUT1V60c7kie/WcV1WcfmOd/81lF +7nyq3z4yz+fkxv6W/am+q5fjUp+ssicC8hc55I4Ph734S/4mhzL4lWjkJqoX +G+WYUJgYk/OM3CTHmdCjp8JmUf35Q45ZzqrXq8+SfzHfZ+N3Sz9Dql//MM9j +V/D5PXvJrcx+23LiY0INuU0OXWl0cC5bH7dTQDEtalDZUXJ7BfpcmPi3sD07 +/6eAc3PFyoPe7PyfAmP4/lfm5JA7K2B6M+hxcU92/k+BwKMFGe192fpfgf27 +Jq9qvcTW/wqEnPT0yOjMzv8poPfFd2LbEnb+T4GktIrnzSns/J8CBu3y5nDq +2fk/BYKsaspPjGPn/xT4q05q8gxj5/8UGDp9eAg/j53/Y35/0jAXuz/s/J8C +VQmW15dPZOf/FKjISV7xJYid/2N+X6j3zbrj7PyfAh4frE3nsP07cwUum/93 +sQM7HzZcgbP3V/bo50i2VODbSA+9Pey82SgFXv68+sX6IDv/p8A7+YEuo4vY ++T8FPtwa3m8rO/9mo4D2xv1DvrP9KFsFeglnhVwYQZ6ggFVQN3HmLLKdAsn+ +H7xesv03ewXWnqhtcgwjOyiw+1f33CcC8lQF7u9+6pWYRIYCtR53HogyyY4K +TPHu6nEyl53/Y77fj6YVDUXs/J8Cc993KlhVxs7/KdChLCW6+Q47/6fAtr2R +7c6Xs/N/CjTZDHotv012UaBbc1W/pOtkVwWejrn3qPwKebECBYKi9KEXye4K +2DbuCEhNJy9RYLLummnzlWRP5v4I9otNDpC9FMhX7R9lvIm8QoFE7/emc93J +3go8WG90Od2OvFqBmFEnMib2J69VoDWQW932i53/Y9bz3FTOv4dkPwUWL9wx +dMppsr8CV3t8j7zMzmtuUOA3N+fkXk9yIPP5fXVq+CPImxVQvggre/uTnf9T +4LlO0BRJMXkb8/8PrvdQCMjBCpiNWrTnx2JyqAI7dHLW5RmQwxToK7zZVPuY +nf9TILXZ0TdSSd6tQHqx9VTZYvJeBcZ9bJlu2o28n9kPJ7putC6m/RWpwOPG +Vd1v7yBHKeBpnpP7cwQ5RoH58Uftrjxl5/8UsBa1V5pzyHwFtr73HTHJhixQ +IOUAf2/bM7b/rwC/8/PF+9j5QLECE2MtckuGkaUKLLpyqOnxDXb+TwFBj8yw +ovVkJbN+9nm2E3Ukq5n9Munk/pnJ7PyfAoMzNw/6Zk9OYPZ/nWzCofvs/B/z ++2b99HP1Jx9h1otZ8u7+rez8nwK74mq2aIvY+T8FzvGW7jJi+3npCszz7tTJ +9xQ7/8d8/8D2aY125BMK5OVVjkngsPN/CsxovHJO5yA7/8ecH9tOdZ9ynJ3/ +U0DVJa1kaRY7/8esz6R2lVuusPN/CtQvfLExqYSd/2PO2xV5vf/eYOf/FDi9 +Y8uhtJvs/J8Ch8/Wjz5/nZ3/U2Cm2NZ6ShE7/6fACe/eM9dcpnh6TYE3kb0C +Jp2neFvEuN+DylfpFI9LFBDqj3+/LZ7i9XUFrv3VXd2VT/H8pgKZ3IUW18Mo +3t9SYFj80TN7b1M+cIdx68No8xTKFyoUiLxx711+COUT95j95RhgtYvNN+4z +9/NUp/aH9CkfeaiA1r9dwUteUb5SxVzPmpW33h+nfOYJs357b+2g94bebz5j +1kN8ZVb9ZsqHqhVY2WWs/P5Pej/6UoEfO9dX2u+l96evmPONf+ruxI70frVG +geMPKhY+1Q2i+K+AbLOFmdh4NcV/BdQOkV+zGqymaeK/AjYbGoq3PV+n8UcF +/Hq8X7rgE8331SuQUX3ywdL3NN/3RYE26xGc0K2RGn9jzvMnF7NEn2I0blTg +lMET7PGJ1bhJAaMfLj1uP4vT+AezXk8NTGlnQe+zfynwM/552kNvet/9R4Gb +bvt80+X0PryV+X1bl7+xv0nvy9sU6FRd6r3090GN2ynxibd/fqEF9evaK9Et +Y7XLVDfq12krMaTPqIm3Cihf11Hir+6v3zPvUT7fWYnTRQcuNb6ifF9XCem/ +9h+yv1I90E2J9v4VdiGtVC/0UGJrvyMHenei+qKXEtG/Zt/Z0pPqjz5KnNn1 +dF1wX6pP9JV4+Xj6nQ5GVL8YKFErVV1u35/qG0MlhkrcbJYYUv3TX4lsxeid +b/SoPjJWokt+qoG4G9VPA5WI7H/57vT2VF+ZMr+/j/DuyyaymRJfSucccH5L +9dlQJQ7MSnGx96f6zVwJwz3N8YnV5OFKvHuWtXzmQqr/LJW4dUG43ewaeZQS +/0nb6kaOofpxNHO9/Ck6HglkayUu/YiYKO1E9aiNEhnvJ/Z7spVsq0RjRo89 +A9h5lglK3BxVEbxoCtW3dkpMWCKYtOUI2V6JTbVPJ27QonrZQYnuXXyG2q0m +T2Xu16PObyvyyVAiuFNa7NB+VI87KmFc47FzzBbyTCWEe0fMqi0hz2LuR3hQ +4TRDtv5XIvPdo+82AWz9r8Sp978nXLpEXqDEm7hV/Us6UH/BRQn3qqU+i5zJ +rkrYW0eNWionL1biw+hrt8ufkN2V8Hr8oyqzP/U3liixatS6od+WkT2V2Nt/ +339CJdlLCT2HxC3775FXKBEUkhRWyPZXvJUYPGngj3kO5NVKHKzcYdlvM3kt +cz/3WqtNE8k+Skyc1tZxbRnZTwndeyHxVY1kfyWMBjzJ3mlE/aINSoT8dNCa +zc63BSqhZTEh3N6bvFmJqbMfB7ruJm9VYnH7uvXRKvI2JTrdKXOsOkMOVsL7 +2OEJKCWHKnHc/UXBtcfkMCXUM/UVHu/J4cx66bPvWet38m4lnPmePy/+Je9V +4o5W10O7tfM13q9ErnHT1cWdyZFKPLA3K5nQhRylhHaq+5zhncgxSkwujLK2 +aE/mKlExVlU87g87/6fE2ymWCpev7Pwfc35YDdwX9pqd/1PCz16Zfv4eO//H +rE/bUnlbPjv/p8TF7if7eqez839KlDQMsHsgYOf/lIhrW7Np9VZ2/k+Js90T +tnVexM7/Mc/jxLF5FWy/M0GJJzbK6VldyEnM9RSd0il8zc7/KeH0eAS/OZud +/1MiYZ5f2xIeO//HrG90barzZOf/lLB6ZjrrwjB2/k+JnAID/ZyvtN5OKMHV +6lP0N5t8SomNAyYb8Hex839KPC3W1ls3hZ3/U2KYq32LqJXW+3klPuYlbdDP +JV9UIv5nd6c/28jZSnQI2X96tiU5hzl//5vTVfs/2m95SpRuejpgIjsfm69E +2toBzz6AfIW5nwf0dw/+Qvv5mhLDj0Vw69TkIiXGHHl5a+50cglzXlX4zJ3/ +ns6L68x54dF95k8++aYSWWd8XJey/blbzPV7WtuF3Kbz6I4SXw8vbfXyJ1cw +8eDv1bd9OpDvKaG89TPs2CE63+4z36dXp+AhNuSHTDwKSymVXKfzskqJzzue +Zfz1JD9h1nvAy5htdXTePlPC0s3pd8sOcrUSuwQ3H6dpk18qUT/Wd+zuODq/ +XykhOpblGGtIrlFiW4nduyvT6Px/y8SPq7se6c6n+FDLnIftZzXruVE8+aAE +53C/8U1LKd58VKJuZvCn0mUUj+qVMLmQdifVk+LVFyWqpnlUZbhTPPvGfD/1 +87nfnCneNSqR3Pz0oWImxcMmJTpXvVmdZUfx8gezngzWGW20pH7cLyVODLMM +fWBE8fUPc14sfGfXtRPF31bmvN73z2tMI8XrNmZ/2fXQXfmc4nk7FZ6v5u1d +F03xvr0KjqXbnJSulA9oq7D3sYeByJCd/1dhx7r5WpwXlE90VmFndFNEwWHK +N3RVGDLG0GvzKspHuqkwq2CksMqY8pUeKvANSn77naV8ppcKCetKDkQPoXyn +jwrZo5Ndo2SUD+mr0PFd7rr/2lG+ZKBC7QbeEvMn4RT/VcCjgyl2J4Mo/qtQ +9czvw8uf1H8zVuHmAX2HlSrzq5r4r8K8usRa1W3qv5kynz+58M8cg+0am6kw +tJPbhIlOuzUeqsIi3sbv5TnUfzNXIbxshP1UZ/r7keEquLtdn7Tlv1iNLVXw +0bn3I2gi/f3JKBUC/J/fiNtDf58yWoUew+aW3y+kv1+xVuHll+ja1g40X2ej +Auen6bh7M2i+zlaF0m6G2j0jaL5uggp13AEvd12m+To7FYbNTZY9baT5OnsV +xgt9joboUX7uoMKR79nj80ZS/j5VBS+Br6exI+X3UOFQ3FGLvUso/3dUQcdn +a12hP9UHM1Wo+He9z60w9v2/Cmrlm6U7Y6i+mMOsl0EdzpyXUP0xT4VtbqpZ +yw5SfbJABcuPq6Jcj1D94qLCVl+3UbtTqb5xVcHcYOm0a6lU/yxWoUyapKWV +TPWRuwotaptuQw5R/bREBbPAru5dpVRfeaogCPYW3nWk+stLBbtRz76/ziOv +UGFwqPXLMezfc3kzz39IfcipNPJqFVZuce8535DqwbXM83hpN/Yfl+yjgrfb +f0n5P8l+Kozp32HuDh+qL/1VmLthrPOQu+QNKvQN0u6ZNZHq00AVHDi65oOT +yJtVyKv18F7B9te2qmBypSxvuQ95mwpRRrN5+iXkYBVOrD6+YDc7LxeqQh/x +zQLubnKYCja67f4b84gcroKt/sfm9SPZv/9TIcnxxgGLfezf/6lQmeA33fce ++/d/KoQMWjDDcBD1AyJVmO0nfzxxIzlKhd/rtvIuXyTHqOD76MnYQy1kLrM/ +dEp/V0yjfgRfhTTxoHkLI8gCFcp39izTv0YWqfCv38B9hq1ksQqnJ2hlu7Hz +b1IVPjY+bb26kSxXYYF339FLD5OVKjRoe0Xq3SOrVRj1oTn461/yQRWeevct +fTec+jkJKmR9kUobXMlJKvw55DK/Ryj5iAr+0zelT1STU1R4Ky9OCbhEPqrC +mcWux488IKerkC7K8H9aT85Q4d1bRVWvDvkan1BhefLw2TMNyKdUGH3IdH2Q +Ofm0CvqvSkYrx5HPqqCw8Hh+dgr5vApK2xf9r80kX1RhUmLt66I55GwVuq4/ +ti1nLjlHhQx/lc+R2eQ8Zr1qrboQ7kjOV8FltCh1tj35CvN5/7hFncaQrzHX +p9Oik29KLmI+//iGS749ySUqpNi7rddpYef/VDgY1fTz8Bt2/k+FdjdDs2zZ +fuAt5jzVtRp34yQ7/6fC2SH/uXjFsvN/zP1/XjuzgZ0PvKeCwYH5J+Oms/N/ +zPP7Ub9mkiE7/6fC1TW7+Y2f6PlWqfBoOjf3aj75iQrjlnOup/HJz1TotLT0 +wXEPcjVzXjjbeVSakF+qsCo/zMTsDa2/V8y/t4ycmZJGrlFBVH7P3NOX/FaF +4niT/fPMyLXM+V/Qw3N/Na3/D8zz/57f2k5O/sisf5NV/x6w83T1zPoc5OOu +1UL77QuzXxtGjpacIH9TYf+tHVqCpeRGJh5Pl8n+aJGbVNAbP/73u+O0v3+o +kFrRL3rpQvIvFZKPca97NtJ58YfZb/er079Lya0qtA//Pc9mLLlNhS39L/Qd +VM72/9Uwn/zleIkf2/9Xw2lN62+rNjrPtNXwtFaP9pORddSoH/T7WJg5ubMa +6maHHkGX6HzUZbxmz6zl7PuKbmq0W/lq44wHdN72UGPN4im3xnuTe6kRn2P0 +e+p7Oq/7qHE3b2TBxs1kfTV2XIo3kr6n895ADen27iNufqF4YKhG9/HCUHkj +xYv+arj63RvWh52PM1ZjgM+f0yu+UbwZqEaN3ci/cR8pHpmqUeC6w/Xma4pX +ZmoMkyvtzKoong1V4+GIA5K8GxTvzNU4/+PH4dPZFA+HqzEh9+yHAakULy2Z ++2M7bLypkOLpKDX2nd5x6GkwxdvRakSPLtvj50Xx2FoNm+2TdrybQvHaRo32 +spOeIYOon2arxodpD3ZsaKN4P0ENP4x4xs2jfMBOjXN9pt6L2k75gr0aZnY1 +GYkjKJ9wYO73NDcLvReUb0xV433xRddhIspHwHyeS6+t+lMoX3FUI+nq4wmO +DymfmanGM5d3Sw1HUr4zS40YTrWb1T7Kh+ao0Wvs3cGdUuh95Tw18hZ1Oz/Z +kd5nLlDj6Myg4tarayj+M/9/wi5t5xDTaZr4r4bV6kGNW+5S/2wx87w/3107 +ZP52jd3VmNMQkPXu1G6Nl6jxxl7aobXjAY091bg5Y8bN4xc4GnupYT258usv +b4HGK9TguW6yu3CA5t281egf45w3sYry0dVqJr+7dO2mOb0/XqvGLeM3U4aF +0PtlH+bnDrZLuhXS+2c/NZamPlo1RZfeT/sz6/GlhW6YK72/3qDGeGP9IVfm +Un4dqAZ39mqL6ADKvzcz6/PwxxVBHOqXbVXDR2A6a10q5evb1P+j6czjqere +Nl6RSiQlGlQSkpTSQKObJKkUCmWKJImUCilFJKmE0JnP3tuQSiohSVQkqaiI +DEmKChH1qCTe9f7Ovf/8fnCGvda6ruteEwheMit++X3M84dI+5js16qvwrzv +zwHodpo5sw3rgUAORLuLO3/2Y70QxIGzaRWz9OWxvjjGAS//G1fy2fmy4xxo +4/ld99fE+iSEAxsv+aSbzMX65SQHDs4z8pTSx/omnAOFonW9/IVY/0Rw4EHR +zRddC7A+iuRAcdtChwPKWD9FcWB9eNNO3TjkcxxwGLrPZIoc1l/RHPjTIeUz +Pxw5hgNNJ0tOO/chx3HA6bClM2cf1nfxHKg+kjb8VRNyIge6Fy0t+rsZ60MO +GQ+H3cbKFSLzOLAwaYPwPx2sLwUcmFDm5JYejywi/cHj7DmNfmSK6NUJrRPW +rli/MqR9htS06hQjJ5PxctUqk2HPr6ZyIKlfTv4Gu58ljQPpmi7b1zQiX+UA +L/WBnYMB1tvpHLhppTHQeh45gwPWc9QjGz8g3yT6c+PrYcOFbP3PgajICHE7 +uz8niwOXfN9P7XrB1v8cmDF3u8UyFfb8HwfeXfSpKXZCzuOAbVZ8SQSNnM+B +G3tLXAKbkQvI+GtqnBunhvMXDzjQOZA984UD8iMyPj48O6Iej1zMgZqjT7LP +svNfJaT9ekzShvUjl3JgdevaqNA5OL9SxoFJk47WD7NHfs4Blaovu0NDkcs5 +YPFipP3vy8gvOdA4pHv+zmfIr0n/vv7j8f125CoOrHimpy/NzkdVc8C5snTI +wpnIb4n+/5soR/KNhOvI593ue3ylJXIDaU9BYdV4F+RGDoQWDvv7xBu5iQOU +vLa2fQByM+lPDuUfHx1H/sSBcWuvKo8IQ27lwLOGNFmNcOQvHCgKjXOYdBK5 +jehlhdmP1mPIHaQ9tTw1zx9C7uSAyz0Dsdwe5O9EnxdVu3psR+7hgM6yljt8 +c+SfHHhj6OKesRC5lwO3Z+47TE1B/s2B/sld6w8NQe4jr59SJNZtZvf/ceBp +Rt/F5w/Y/X/keUcs4dgJ2P1/XKge3O396hC7/48LvWtP6q2yYPf/ccFvhr8L +o8ru/+PCnyvtT4d1YPuP5ELaAodId/b8sSwX7H33T3wRiizHhTCnIZYm5shj +uKBe1LC+bDTyWC50aUUd3cuehx3HhbWNK27rRiErcSHgoILihDXIylx4JL1o +qC67v20iFxaJJy87kok8mQujXF1rpHchq3Jh2PXXhjXsefBpXHi9sEnmz0Mc +f2pcMH+yZtlBdj+bOhcaCzfO3MSeb9Ug73/X2zbxLo5vLS54/pS+Zu2IrM2F +Z73K66PZ/a065PdHmF634SHrcuFjdvqZ64uR53FhTrHDm9Ry1J/5XKhZP7ne +YheyPhcsxQ6aKX/Y+X8uvFgqE/zwLDv/zwW1Iv1P16YgG3Jh+v0fN/dfYc// +c8Fbv9lHdTHyCi58dnV/f68A9XUVF1ZNthzuaIYMXJDalqYh+xz12oQLvkm7 +sys3IZtyoUdX6vG5JNR7My5skTmu1pSEfmDOhe/ZZffuU+gXFlxg3Mrmm/DQ +TzZwwVp0wC8qBv3Gkgv7nt1rvh2GfrSZC9yrxiYNB9GvrMnz0bdJmuGK82Fb +uODSO8ydWY/+ZssFmzuDFsEL0f/suXBs33aPVxPRH7dzQfnaWPmCv+injlyw +e+D1xq0B/daZC0ahKjff56Ef7+CCa/q84i3seVQ3Ltx4+PVL8Uf0c3fSv9aU +5VgnoN97kPZMMM+IX43rZ55c0HnW8OF5J+YFLy5MmjP2/spLmCe8Sf8LTxyh +sxL3o+0jz4t//lNVE+aR/VyYeqbfS2o47s/348KEMN78L6Z4/vQQF2wVdN69 +D8W8488F7Vpv3ZbAYPR/LpwYHSywasO8FMQF/5cDbbqZ7uj/XNg/98BAVqk2 ++j/pr4t26U/lYR4L4cLipItdlS6Y105yYUzyxo+/vmOeC+eC0GiWTFYh5r0I +LjQ99p486hTmwUguaInmGfSsxftVokj7Cv+t/RGGefIcF+KWcKrnNWPejObC +rsmzbu9eheczYriQaqjwexsH82ocF4YUyv542IV5Np4L/Ws8jB1Ncf04kQuX +AkMftSTg+jKHPL8Rmyrk/TAv87hwskfqmtMlzNMCLhjM2Lj3YR7mbREZL0zH +4okNmMcpLiyJt3A1/ot5nSHvP/V3uOpEzPfJXIg8b3b0jD7m/1SiD2OHO3ha +YH2QRvQm0jqA64L1w1UubE1pPvrvANYX6VwoNZ3rcjgU648M8nqLj+9sPo/1 +yU0u9K3ZOk7rEtYvmVyY+CTBXV2I9U0WFxb+kk+5K8b6J4cLvPpHK3Zvwvoo +lwtJecJvM14g53HhcEkzM2CO9VU+F57uGLK2iz0vWsCFAzHr/7Qsw/rsARd2 +0PNk37D7yR5xISHv6dgb7HmoYi5k8UPeeiQil5DxfMlrVxe7/6KUC1PEs/9b +fhC5jAvr6/0VoRH5OReiS/qCu8yw/iznQnr2whWrriO/5IKC/+ZoNUWsZ19z +oWy88cizfshVXIB8l2N+r5CriT5UGw48m4v18VsubPvyvOPcaeQ6LjgN6/tz +tRG5gQvzVWOmqLL7xRrJ+H93+1x1OHITF0qMhje8rERu5kJb4uqOoWps/U/6 +e2le2449bP3PhdO3/mxouYH8hQvrVlAfIn4gtxH9m5lYsXIRe/6P6FNMTdQw +P/b8HxcsbNNevUhnz/9xQebMo8cc9n62Hi6MuFDU6DgJ5z9+kr9PHNM6fj1y +L+kfHYXdd44g/yb6pfPn5OoU5D4u/Cp5vu8Wu/+qnwvzwqmm/h7kAS58m25s +NWMCzu8M4cGEvpT0yYuQh/FgtnW6XssmZGke3Fo3eX+wJ7IMD1Svl21pCkYe +yQPF+NPLRscgy/JA5UFh+V8RshwPHvs6qty8ijyGB2tzKvy0biOP5cGyW6My +nXKRx/Hg0cq7v7bkISvx4I3fz8LRd5GVeZDgOe5TaBbyRB6Y/mq5eicdeTIP +pNNabl6nkVV5ULw2v839IvI0HthNcrjWGIqsxoOiLS8yVX2Q1Xkw4xilNGMr +sgYPLtAGqzqXImvxwHiVdV/EFGRtHnCdf53o/IPPV4cHR02S7bXfIOvyoPfN +OndDdn/dPB4Yukp/Uj+JPJ8HwY1RxztskPV5MHVCxDyeOrv/j7zf2wsmCzrZ ++/94cPZHoOcd9v47Q/K8U3fc0j/G3v/HI/VrzfErq9j7/3hwusYlQn0A++cq +HkSo/HmbnIcMPNibrfzF4BCyCQ+SfPcc/KiDbMqD2lvqZ2404vgw48H+Nccv +Jl9ANufBFGsX22crkS3I89+0sVn3K46/DTxYDw/iXsciW/Ig2vHRpBID5M08 +CNW2DFGsx/FtzYOYvW4qhUeRt/Dgp/3egNpJyLbk818/F7U3G/XDngeztOrP +hVgib+fB5IHRAzNbUH8ceeBy/YjY9QiyMw+yvU+HrRmNvON/z0+qgYf65saD +yvaAuwu0kd15sHhw4TGb2+z8Pw+GNf/dZ7kC2ZMH79cIf+oVob568eDZNrNr +w1n99Sb9OSbI810Z6vM+Ml42LTF/vJ49/8+DjxePrbqUgPrux4Mh3Gnf/11A +/T/EgzWdn6Y0RKA/+JPPv2HmvU1B6B+BPLiX9FYrwAv9JYgHO3RjJh6wQ/85 +xoPYlFqRozH603EeKFVqrNqmjf4VwoOrSRFPI+TQ307yIF0uY/fwTpzPCueB +rt7Q0/89R3+MIP0lfem/gCvon5E8mDhz6fvrYeivUTy43FlwOtcB/fccD8yT +y87fXYD+HE305f3nrJTR6N8xPKgp7lXceBPns+J48OtWUM11K9b/Sf/QdJeV +/477wRJ5oH9lyeybZ3E+i8ODctUt/xo0MF/weKB9Z86q2wG4/13Ag80bgmre +0rgfTMSDFDPjmbmluB+M4kGXyLqhsSME/Z+0v8eWpTlTA9H/eTCfn7PyW743 ++j8Pjtm/OXrgkDX6Pw88tb6Pa4/fYiTxf/L+hmNjPpT7SDidfN79FcG70/D8 +ZgYPxiktdApZiOcJbpLnWx26QkER1zszeWAdPifQqgPvd8vigd+Sqi25xbhe +mkPaPyzidt0GnL/K5UHAyj3mTtm43prHg+1xhiOEUzCP5pP2n7XN1OYEzl8V +8GDouWJ6aROu5z7gwX2r89KyqzDvPuJBQ6nyJqMNmIeLSfukF/1NC8C8XMKD +B8+LwqfTmKdLebBn62pOSCnm7TKiHy3vJ139hvNXz3kw7+cmraCxmNfLeWB1 +MmNWxXzM8y95sHHh0pLTlpj3X/PgcKZi58k9WA9UEf3u6nojDsV6oZro4SsN +xYJErCfe8kB+fkTI/TSsN+rIeL7xzv74HaxHGnigpusy88MjrFcaeTD4mmoo +KcN6pokHcgdivCN3s+v/hMdF7375GfkTD746HfLW9WDv/yF6uKvu6flm9v4f +HgjjRg5tdcR6q40HPJV7T7XeIHeQ/i4rVjZZj/VaJ9GLdwYzdNj5qu880PL4 +6fhqPtZ/PTwY2B10VIfdz/WT6OeAeK+2PNaPvTzYdUDJtyAA+Td5f1ML6ab3 +yH08qD6m1BmyBuvTfh7cvHhfPyENeYDomf7nBYqjsL4dwoc+E5/orx7Iw/hg +80Jx0fhHyNJ8+DK0wTZsMtbPMnwwc70apbcfeSQfamDrNfkiZFk+eOZUfho/ +Hut1OT5MXTrqmuEO5DF82NVe0OB3FXksH/LOf6HvdrP1Px+a184MkF6C8wNK +fKiYt1RrfQCyMh9i1LI+n8pGnsiHN1PVjK9/R57MhwM2rYp52uz5Pz50yCmd +TXFiz//xwfzt4Po97HlFNT4U3YgwH7zPnv/jw3WO7kvXr+z5Pz7I60eeOauI +8yta5PvtawwPWIKszYdD9l8XzLBH1uFDQQzPMdwfWZcPqcdXzxHGIs/jw7M3 +K7Q9ryDP58MjjwKL5vvI+nwIltr7cWQF8iI+9F6UEdU2IC/hQ6FH8jnrz8iG +fFAY1ann14m8jA8Bf9tdDXqQV/CB1nrsTLO8ijy/t58Kb3QhA3l+B/fEu31F +NuGD5tIja/LeI5uSz7f9i+jOa2QzPixdoffE4RGyOR84min2aRnIFnwYKdy1 +UXwJeQMf3uX4DpoEI1vyIYcJ10pk5+M288Eic30zfxWyNR9uNo7Jt5uMvIUP +G6Pmcl/0YHvY8mGKi+D+0FJkez74HA8r+82eH91O+u+v+Nd3PJEdyfc3uW5k +ugjZmQ+vmEn1Sez85Q4+FH+wKW54yO7/48NPSiPqvzB2/x95v5QJSv+x53U9 ++LCqpDy5eYC9/48P56h3bx7fYe//40MJN5VO9WHv/+NDUvbCnefV2Pv/+LAn +TbHs5EscL/v54JAv/+5CMLIfHzQy7v64Pwv5EB/Cj86pUK7A8ejPB51bD44m +H0QO5MPDuLTtByYgB/FBy9Z7SmQWjvdjfCgtfFH2gz1vfZwPq1MuPChsQ70I +4cPH2JzkX6HIJ/lwNXqm72Vl5HA+5DYv31GfhnoUQdp/w2wFyhA5kg9bXzja +DStBPYvig92w7Y4KVsjnyO/PPRxaVYt6GM0HZvbdEJcdyDF8+PevfXPBJ3b+ +nw/7c6t0Blm9jedD8uPOsPmsHifyYfLLW5NcdyFzyHhfEfzCqAj1nEfGV0qk +0e87qPcCPqhX2LjLXkE/EPHhSte/iIRE9AuKDz0/a33vhqCfMHw41RRrnrib +Pf/PB0srPWrDevSjVNLf5pvu+DcH/SqND2vrx7Q8HYV+dpUPi+zhXeUnnI9K +58OOn3qWK9n1nAw+yFY3ndO+iH55kw9HAntNcj3QTzPJ+Ntq5KVgiH6bxYeE +gx5GViPQj3OIfp5aHWZyBfdn5fLh665x28wA/TyP6FNk+fDeStyflc8H1RT5 +Tq477s8q4INKucu7oB6cj3rAB8cpCr0fgvF85CPy/nTWiQVj8HxkMR+8hs1X +eK2K5yNL+PCk4vjdpdp430Qped4a4zX6XI+j//Oh+0msrpvvIfR/8nmMdgel +/8D5qHI+vNynfVtvM67/veTDiz6x/Ic2t0KJ//PBdulTmSpv3I9VxYf6sgVj +gt2CJVxN9Pp363vxVbyv9y0fOmNUFv6mIyVcx4clwT+LbiWel3ADH1p1Jp+d +YornBRr5MG2EyrE/eXieoImMh7YW8zQ9zJfNxG8UBvPe0Xge4RMfro0TVW1S +xHzaStrrxM+OrGBcj/3CB/u5WalFrbj/qo0PawrPHp+khfm3g/Sf0JwZ72wx +H3fyYUTKRybyFObn72R8X4+d8fsW5use4k8NK/6MaMD8/ZMP0jcWPI6Xwnze +S/6+S939KJvff/Mhnis3mmuB+b6PDwtjvi55tgfzfz8fgkzM73SdwvpggA8L +slKufBJh/TBEAP8sJiVGZmF9MUwAgU+NXfJKsP6QFoBH/m3zbW+wPpERwIn0 +UcfU92P9MlIAvELLwowfyLIC2LpbLsv4MNY/cgJYdi71zbOf7Pq/AMoPL6tb +6Yf101gBDE53zYj8hjyO/L7G9jNCD6y/lARQN/VZo887ZGUB2GbydrZbsff/ +CGBtbZvcyGL2/h8B+A1unZizEOtBVQFsOxyn+IVCniaAb16rn8SMxnpSTQD7 +FPqskg4iqwugQ7R23Hj2fJOGAEQTUosql2O9qiWA69fnetXykbUFMCd92/aJ +f5B1BNB/JHjRKRush3UFsNu0slfpGvI8Aawc3PUzfxB5vgCCT3Ir/ayw3tYX +gMtHjRhdCnmRAEoszI82tSMvEUDU9RGWp9j5JUMBaNqcmTAuiK3/BWAsfL7s +OLs/ZoUAHHdMDX7I3r+/SgDyoCNTZcCe/xPAjg31zhn72fN/5Hkaq/usY8/b +mQrAfda7w6K37Pk/Adw2rla9PALnP8wFMErraYATu5/JQgCV6pd+33NA3iAA +1U0LDt8PQbYUQFD4hBlODPJmAcScFzKJD5CtSX+MGinjUY+8RQANb4/ee9KD +bCuAzU1RnFyZ+xK2F8Bw0943i1WQtwvg4uIuzZUayI7k51JVvOdzkZ0FoByu +cbN5IfIO0t/idE2OL0F2E8DB2B0posXI7gJYaL8xcfUCZA/yfZceM/CZjewp +gF1tOuNUpyF7kf5Q7DrZSgHZWwA3TYvuyv/Dz79PAIrf5O7bfEbeL4B5XfQ2 +zXJkPwH8emCkdeoW8iEByNrcWegfi+wvALn2zl9/2fmqQAHs/K/ScjK7/yuI +vN654UfeqCIfE0B608fp+l3YfsdJ/31Z6bKYPW8ZQvpDj1v2pzPIJwWgP7Rq +mJk1cjh5P+cVkS4qyBECGGf6u8+A/f8MkQJw+5bnW83efxYlgAfO251MbJDP +CaClT1YQxt53Fy2A2dra7gy7HzBGAGrxL7ZdZv9fQpwAznt+OcqfgRxP+k9u +wqzIFzheEsnzaZceG+CPzBHA4UCvrX6qyDwBJI9L9g0vZO//E4CGSd68XBdk +EXm9vZy7E//h+KbIeJm3IObWJWRGQPJdbly0HnKyABYnpXbfY/djpgpgQX/T +fDM75DQyHm+K1JZ9Rv25KgDnhQZdyYeQ0wXwt8Z0Yvwg6lcGaQ+ZZrcJkcg3 +BZBzv7JpyRjkTAG87p/fJROHephF9NZg3sr48cg5Avj653X+tzjU01wyvpt7 +ktXHIueR8ZnRttfkLOpxvgDWbxe9cZRGLhCA7+B/j6V+ob4/EMC0+xbJYR9Q +/x+R/vTvxtLtpegPxQKYsaWqM+0a+kcJ0TOXw+mxZ9FfSgWQkHzxwRJP9J8y +AVhkmzfnGaM/PReAzNwKbeOJ6F/lZHy63Jr8rR397SV53mlvOc356H+vBaDl +Gla/5iz6Y5UA4vtf+yy3Q/+sJvp+uHD2FzX017fkeVffCm1+if5bR/TzaeDG +3w7ozw0CmB6oMtPpI543bBRA9ug9rY670d+biN/dfzWw+guuRzULoEd2pZGL +B+aDTwKw2v+k5u8HXM9qFcD8E1uTynNwveuLAGoiro5+n4LrYW0CUHogu/Jx +LK6XdQjAVNe8e3kvni/sFMDJk/uL5R7vR/8n/hb31u+96Xb0fwEMu6onbaC2 +0Uji/wLIl03y+py5V8K9Agg3XcR5LY/zSb9J+9cfYH5Mx/mkPgFMDI4vXmaA +80n9ZHw9sS1Q24D76wcEkNQ/o0VKD9cfhwjBRCFUf3YOzicNE8Lj35HpC5bj ++qW0ECLMLneV38f5JBkhLI7dVpe5Etc/RwphgW7FhQt5uD4qKwQnS+MwlUV4 +nkBOCPQAN3+gCvPrGCHcMPaw7ZNn7/8XQuX0pS5vTdn7/4WwNt222e8Ie/+/ +EHz5t7WSr7H3/wshqGtBvlk9e/+/EK6tPHBi8UjM45PJ55209tJ6fczrqkKQ +exh8zH0b5vlpQojLHdbrEIx5X00I/NGPDcaIsB5QF4IyJL6wu4f1goYQuvw/ +p054g/WElhAKZjQpa7ZjvaEtBO5nxa5bx7Ee0SGf/9mJqW+Hs+f/hKA0Ssbn +ZxTyPPJ93EJ8e+XZ83/k96W+f3sRjawvhFubmga95Nn1fyHRD83++2fY9X8h +KGg9PXqHPT9jKISad/edzI+y5/+EsK9+Z7Hrd+QVQuhonKXznxt7/k8IfyYl +Wf58zZ7/E0JUxiUjK2DP/wlhRlzF1oGr7Pk/ITSesYXOcez9P0K4/ma0jFIg +e/5PCKLJggG3Ovb8nxA67Z7XlC/F+nWDECZy58WsT2TP/wlh4zrB+Rdd7Pk/ +IVwYmHF+nRnWx9ZCSAnVTM3iIm8RwiaHuo3Sbez5PyGIjzRZzTPAetxeCMMW +Xfyuze432U7645HTj9qeIDsKIVr7UJHXaLb+F0KFQHETtR55hxDmyn6cFRaJ +7CaEzwayoaMfIbsLwdHyfNeC38geQpiwy8a3SwfnJzyFIP9hlstKdv+OlxDM +lk1MmBCB7C2EEzfrNvux8yP7hNDjfme5ZSXyfiGM0HnmlfwT2U8Ih82v2O0f +d1/Ch4QwNKBk4Lousr8QfFb7PNy2GjlQCNN/vPHdb4scJISbB83XdO1CPiaE +7K/LuysPIB///++/n68ahBwihOOcVTVPjiOfFMKhZSpXqk4gh5Pxc7z5qEkw +coQQLNKPGSkGIEcKYbRB+CZjH+QoMh5UDAMqXZDPCUHRak5PqSVytBBmKo/d +PXMZcowQDPd0D36agRwnhDLe3s1jZZDjSXvccHVMa8XnkyiE6gaVhJtFyBwh +SHW8rNcVIvOE4LajN3rGQWSBELy9dQ9fXIMsIu3V2lZ0WgmZEkJ8rdMk6SZs +X4a8v+60qDFpyMlCaNF5xL/ujZwqhGOqziu+zEVOE4JA9WPx43b2/n8hZPRt +6d6Yyt7/T553p0VfJPv/HDKEkDT+1ZETisg3hbDbRsNv2SP2/n/SX3SrLIrY ++72yhODx6uyLmez51xwh2D7lGHqw93nlkt+3/KuZwO53yiPv560Xd0+Gvf+f +9KdRn2s+JbPn/8h4KYzNUmXPAz4Qwr992ht837Ln/4RQdzxg8lcf9vyfELqf +yf1KHIJcQv5efeuYCPa+/lIhlDsc7Sqayp7/I3q0qCDEmZ0vek7Gs+6/vp3s +/HY5aY/pb9uas1HPXgph2sRJs9sM2fN/QthiOPtbJHsff5UQzls+zCk3YM// +CWHz9AtWz26jnr4VwtInryqj57Ln/4SwZGYMd3YK6nGDEHJE4ZvTJyM3Ej0/ +/bNskyo7/0/8Y/ubsQ6DqPfNpD9w+ZuEjegHn0h7Dhi3Ls1Dv2gVwieb+9lb +4tBPvghhlLeb3Ljd6DdtxD+h8WqiIfpRhxDuDHbfGTEC54c6hSB8HFAW9Rr9 +7LsQ5sUqNq7ho9/1CIE3Umqdiyv64U/Sv+xb7/3TQL/sFYL1aHqxeSv66W8h ++O8NnPncAv22j/QX2ufzv2L0434huBjqRB5ejn49QPSwP3xbWAb6+RAROLwx +UQ+chn4/TAQejyx0Us5iHpAWwYUDY/RyO3D9SUYEm78aVL27j+tTI8nfR5xs +cTmL92XJikDd5VP0x614P6mcCPgjr46fusIf/V8ECse90qbE7Ub/FwFnrG+w +26rF6P8iuON9xHWSKc4HKYmg43eWWvAlnA9SFkGc8/49U0cfl/BEEYxsSGqv +WBku4ckieON340D9wTMSVhVBxDa3a7KX8X6IaSIoDx8vcmjH+SA1EaxrD42b +Gorrieoi2F+S7xGohPuRNESw7a5y9KQUXI/UEsF0c62CDH3cj6QtgrWLzUe1 +5uN6po4IntpUfM+hcb1TVwTvNp+60NeMeXWeCAoKL56aoI75dr4I6vtDb713 +xvyrL4JltdUrF3AxHy8Sgd9mfUHzS9yPtIQ8P+GnqOfDMV8bimCpT/6kUgPM +38tEcLnTPi3DA/P5ChHUHZszbHsc5vdVIhCElm1MzsN8DyJYJdWg4vke87+J +CMJ062xDhuB8j6kInCoiFn4ag/WDmQjsVzcoR/ORzUVw/Ivm4BwtrD8sRDBE +h2ObnoG8QQQy89Y9+bcI6xdLEdjcXrBE4S7yZhG87a6or2Dva7EWwXrNcYv0 +8pC3kM93cJTUVPY8na0I+uVK7c/cQrYXwe7pm8+5z2bX/0Ugdeo/K7EI2ZH0 +19B3V3TY/UXOIkhL7vnyKwR5hwge/LK5+/sbspsIKm0WKE+3x3rRXQQmY2Id +nNh60kMEOU2DJqkzsd70FEGC/aTmDnY/kZcIXj8puaLxEdlbBJ0xj3YZr2L/ +/58IbvxcvNmA/X+S+0VwSCVW6m8be/+PCGaOcggOXYH18iERGJU9m/GAPd/k +L4Ju37NZ6ex95IEi8DfpPLByKtbnQSK4tm5Gv6cr8jHSXrXhLloMW/+L4PPQ +60o+79n6n4wntWd/F03C+YKTIlgRvOigP7v/J1wEY96am+qcRI4QwcR6hyvr +2PmJSBFsqXbfWN6AHCWCDXItazOlcf7jnAiUFJbrf9dGjhbBy5N/VMLWIceI +4EDmuEAPD+Q4EQTRw80STyDHi2CGduSnMQnIiSJIFQ2sepGKzCHjsyokszwL +mUfa3/nfOMVCZIEI+kRy6XGPkUUi+O/D3uXWpcgUab80zZGbniAzItAZn/ss +8hFyMumf2rPzBu8ip4rg1eSxJ7KuI6eJoGWMr2GaEPkq0c8bF882nEFOF8Gg +PDfBxg85QwQxY1u/Ktgh3yTvp3gsXskQOVMEGk4t43ZNQM4SwaPZyZ7Du9jz +fyL4RVkq9BWz5/9E8Cxl5n9rL7Hn/0Rg96Mh+Ocu9vyfCN5b8UOGL2DP/5H+ +PCTPKvQ3e/8/GY8uxfn78tn7/0VgeIr+V3WMvf9fBEK+dtE99v8BlIigbJzW +7Dk/sP+ViuDHE1HJnCvIZSI4++hRcokD8nMRLNz6x3A4O/9TTvwg0tKjOwf7 ++0sRrNl4NyDBBfm1CF60Fs3tl0auEkFo7fms+ZdxPFWLIEv7oGiVGfJbEcSv +SW1Z0Mzu/xPBeC+XFuWj7P4/ESjyLDz7xiI3iuDjs1u8r0k43ptE8NsuUbZn +IXIzGU91M1JmPET9+CSCcTMe3opYj9xKnu+45Hq9StSfL0SPtprP0bVHbhNB +5sp1g1F1qF8dIhjL95d33I7cKYK9q2ScbtSg/n0nn++Mw6YEa+QeEWjXnuJM +e8be/yeCuTpeSx2NkXuJnj/UC3HJRv39LYJva9WHLZuF3CeCuzsqzP/ORf3u +F0FbFF/ryCic7xkQgXjfr6BxH9j5fzFcXci/3JGF/jBMDMl5KpFzT6F/SIvB +9tWx4L9W6C8yYmgZDN0RPAX9Z6QYtCdq+9d9QH+SFcO59sEDy1LQv+TEsChK +4PV4F/rbGDHM2SN4l8T+P8mxYihYF31loBH9cZwY3kSaSQ1eQv9UEsOz91Yf +BUL0V2UxzD597cLcEei/E8UwOqlktbQP+vNkMXR7Fjw7XIHrOapiKL4wbXfN +PPT3aWKoP3v38fGzrP+LoWj9n19hz3C9SF0M63M8fnUexfUkDTHoK/6Y3KGN +601aYtBz2NVqnYr7o7XFsLPde/S1XpzP0SHPL25d1p+x29D/xSCd7eZtXWBl +JPF/MXhO7jvTaLZPwvPFoCv1jdfzBu8T1RfD/StXKt6b4H0Hi8QQK3v23j0O +nm9bIoZNDcsfv2vH822GYqgYfuTgs6m4frdMDMOdlAwFRbi+t0IMLvvK5WV3 +4/rfKjEcD708rmAE7gcCMdTx11xzTcH1QxMxpN2N5oqMcD+QKekftR4nFfZi +3jQTQ96CS4VmWbg+aS6G6C1hZyz+Yj61EIPP8ytJ340wz24Qg9noAFWFk5h3 +LcWgcGC29bGHOH+zWQyO9aLuMQOYj63FsLb+0xCRAebpLWKY9Tfl/ZB9mLdt +xXDxe8IGBRrzuL0YFszUDKJfYl7fLoaBRWZDY/oxzzuKgZFqarutgXnfWQzj +jbMcD2pgPbBDDDwqdH5oFrIb6d/uIZn72ft83cVwLG2zh145socYjl67NP6a +HdYjnmKgV6eVvmpE9hJDx5G172J3Yj3jLYa7ibn/1bYg7xPDjJ6CUVz2vMd+ +8jyPSu8oaEb2E0OkS3TsUiespw6JocE59Wwf+/8U/cUwdd+16O51WI8FikG8 +vh0U8pGDyPuF2glN52B9d0wMT6/N+3fyEvJx8vdnT03OH4L1YYgY/MqCRzd7 +IJ8k7ePtsvHzU+RwMUx7vLa0YDbWnxHk/XRsShwikCNJ/zGv/nvrPXKUGDyi +k05lL8b69pwYhDlTWrdHIkeL4SUkqF5i//9ejBhkj1TGuMxk7/8Rw7u30ZOu +svePx4thr4HBUJ+b7P0/pD+VjR0QdbP3/4jBUO+xqYEeW/+LYftSu5C57Pkq +gRg0T76pOCJm638x1K5f/FSJ3c9CkfFtE33k1xCcb2DE8K9S7DmFnW9JFsOq +73Z0kA1yqhiW7opIVWDnP9LEELzi/OE3ichXSX9+63P2SSZyOulvP4LefShD +zhDDIbrmo9p75JtEr4z5gtAu5Ezy+/P/hA7tR84SQ7jNtrMi6QIJ54jBvvGB +vt0o5FwxwMcYHx1Z5DwxfJ9UlacyAjmf6KnZiinThyAXkNcXuMgb/4ev/4Do +s0dH7PFW5Efk9absnFNbiVwshrhjz2us7yOXiGGoWuf0Tga5lLRXfffIjHDk +MjFUn/FWTXRDfk70ffp596srkMvFcE/dcncXO7/1Ugy+rn2aXi3YHq9JfzLa +qaWWhVxFvo9VzX6VE+z5PzHY3NgbaWvGnv8jfsAP9frEng+sE4OBtWxc6VPs +Hw1isNI+0S3L3lffSMbH46zft9n/R9kkBqN5jQnPf2B/bCZ6/d5ujnMK8ify +/OwvxvjZILeKIeZ9iZISu//nixgeWbcf3sjez95G2ud2xrfZ69j7/wlnftPK +/orjqVMMf3XnLP8bgfyd6Kvhi8yRM5B7xJD70jesjb0/7acY3p6hRmesR+4V +g9TwNmXXBhzvv8Ugd7uuQdELuU8MI/0Cfpf/RL3oFwM39eOey8eQB8TwubX+ +4tWh2UY3Rpa8Xz2EglCHM0u/hGVJeCgFt6K/Bu2XQh5GwRz+gwabkNsSlqJA +sd9xeVJfpoSlKeg5MLLM1w95OAU6b2cqPft8S8IyFOi5iXpLtiOPoCAz5AR9 ++NlNCY+kIPttL/frUuRRFMydO9Rl74YbEpalQObcp95atQwJj6agodj/4Zru +dAnLUfBoWvmY6vvXJCxPAf2rKisz4qqEx1BwzOXoBOkNVySsQEG7o5zsD/k0 +CY+lYNHBux/SnqdKWJGC1Og8l02RKRIeR8HgS+XMscbJEh5PwdqPzr4qvxgJ +K1Ggsl4/MfoqLeEJFNxPVjxOO1ASVibv16uX9ktJJGEVCvI+Juhd3MeX8EQK +znbnae4r5kh4EgUv8+df+aCcKOHJFPi/Y9zWelyU8BQKQrLN9/zJjJGwKgVZ +t6YEJPedlfBU8v76z723nY2Q8DQKOFwP+dKJoRKeTkH9vfZjlmsDJKxGQZPD +orC7mZ4SnkHByMiqoJS4JRJWp+DCkl2fbynsLPwfz6QgZufSTysCD0lYg4JW +L/nqGI8TEtak4OsmNc1M7VMS1qJg3YqMG0n8KAnPomC7lxWVOTxGwtoUDJun +T4nvxUl4NgWHmPdGK30TJKxDwTUd/3nz1TgSnkOB1Ac916nlPAnrUpDv6Kd1 +NVAo4bkU3GT0JhcoUBKeR77fMKkaVVdawnoUKJ/8xTG9yUh4PgV2jy/3jPyX +JOEFFHjIDxauXJsiYX3yfIUR2neiUyW8kIJuhT8311VelvAiCh4euLS4TOmK +hBdTYJ4Y8EPe5qqEl1AQOXdodNv5axI2oMDCo1ZpyeN0CRuS/j95wvAnv69L +eCkF53Tq7Q9p35DwMgrs4w2KZXVuSng5BSPK5M0e3kdeQcHFuu7udZtuSXgl +ef5TDljGNiKvomCj2zGd8L2ZEjYi/UfbVaTQiwwUXD28SWXG8dsSNqbA8Ebn +plSpLAmbUKCautH2fATyagpOdqpFF8tkS9iUgpzHE24vC0deQ8HAN7e3jQPI +ZhS8exDkR/nnSHgtBT+Mz2z1bUc2p6Bfdmn2cqc7El5HwYLZ2dq9z5AtyPhf +ejv9gkGuhNdTwHWPT/4jRt5AgfbJH7Waw+9KeCMFM288PyuzG9mSgkbeRNfo +x8ibyM9NlQ7cVMuT8GbSnlpzTHcEIlsRPVh9qyr2ObI1BV8uXoxeOvWehG2I +Psyus9/ghbyFgn9bOi4W3kbeSvqvvJHKmT/IthSo7VyyWLw8X8J2FBR4nr/3 ++wiyPfn9iuv/nctC3kbBZRupKzbtyNspKE74rblm2n0JO1CwbJXYcPtGZEei +x4kOeucCkZ0omPa9uK5KjOxM9ErdIGZeEbILBR8cn2rGNyPvoACqcvuHDCC7 +UiAvnzewf0KBhN0oqE3fxmvSRt5Jwfu038UbDJHdKRgy1rk/czXyLqKXr33M +FNcje1BQ899fXQ9L5N0UaCV4VNzciOxJgShl5qvv5sh7KDDJPuOsBcheFHy3 +15tnvRB5LwUVsrkhh9WRvSk46C2jGieP7EOBrdSxrVd/4vfZR0HG++4xD2uQ +fSl4vCk9ozYHeT8FR4alaPyORT5AwR25/V/V9iD7UVDWOe+f/QrkgxTcnvjh +Q8po5EMUCE7pZcjXYHsdJuPV4UNvogjZn4yXQpcaczfkAAo2nLrYpaOOHEhB +ekWG65pG7C9HKPDxsnlJJSIHUZA06sROs/XIRymYvPvIE6N+7J/HKIhTsp95 +6QpyMPFrmYCpdjbIxymwpvprov5g/z9BgeXq7u8rBcghRH9fOh89thw5lIJA +gzZ5mxocXyeJ/s8xulnuixxG9HbN4Pt+aeRwCvZUTzjfnojj9RR5/sqPJl3R +RI6gYNyY+1tNb+F4P02+z8I/oc+XIkdSsI2WtrQqRL04Q0Hv5Ymvmo2Royjw +PbUoKvYh6s9ZCkpgkfO+VcjnKOh4/V9CVC7q13kKKlOTa37pIUdTkPLRdH5p +MurdBQocvsSOGKOCHEPBcObStIYI1MtY0j/yWqPX/ER9jSPPe1bMEycX5Iuk +fxztGXcgBvU5ngJxzqeySqcMCScQvQvUOy43C/U8kfSvie7hph2o/5eI/oUN +KUm5jv7AIfnktM+d7XvRP7ikPyzxso7WTJMwj+Slq3VjvBvQf/gU3DX1/zA9 +Bv1JQMH8uU8NqiFZwkKSfx6bt93rRH8TEf3csHr5ABf9T0xBEO9ieZkJ+iNF +QdX2nRbi1+ifNPl+Q0fo+E/hS5ghny/4ZWzADvTfJPJ8+iu8hjLoz8kUPFv3 +aaZfE/p3Cskvve6XtVXR31MpeCt7WzjyGvr/ZQoSHVemP52E+SCNgiUgP/eK +LOaHKxRcr3s1t6rhoISvUvCfzATXuXauEr5G8t4cj07XFaZG/+N0CmZld49V +998r4evE771+lhz8FijhDAocf1Us44w5KeEbFEytbI52TT4t4ZsUaPq1j9li +cF7Ct0g+2+OpZLczVsKZ5O9dP1vXaMdL+DYFXTsOu5a1Yz7LouC3sqPmy2tc +CWcTfexUrYn0FEg4h4Kl/36OSZghlvAdkpe1kzss2jEf5lJwQNfTKXE15sm7 +JI9PV24K5iZJOI/kB8tvj193YP68R8a3z4ObHisxr+aTfNiswRl99rKE75Px +oPPl5cU3mG8LSJ7vOz/xtSrm4ULSH90/XuTuwLz8gIKIGSpv71OYpx+S56l+ +5vu4d9cl/IiC0u0zdvlMwDxeRPLT9CfTXmlgXi8m+l4UfqooH/kxyQ+NDn8C +rTHvl1AwVkP+TUML8hMKPu+zelDnj/VCKQWz7QoznYdjffGUjJ8ozd4tschl +FLhM6Zl1dTLWI89IPlC2M1pPIz8n/StmVoymJtYzL0genx5appWKXE6Bvt30 +gRUaORKuIH//+pXAVoz8kny/kBPBbip3JPyKPH/jloZN55BfUxA/d47rmAHk +SjIejIeoR3vnSriK5EWry3RhDfIb4g/hUlUXje5KuJoCt7ufp/UnIdcQff/R +5tgmnSfhtxSk7Yhu3OyGXEuB6Ueel3o+ch3RPw+V9dbj7km4noLFgg7jKnfk +Bgo++T+4ILiN/I483xFO/4kHkBtJ/sn4nFW5Jl/C70m+WF0VN/cMchPRZ0e3 +6qRS5A8UmJ1X3jpX+r6Em4k+nJL3fLgc+SMFKxad6bbzRf5EwZ9D6U5fRcgt +FHxUXJO8rwy5leRD92vmH7qRP1Pg9Pyw/fIJBRL+QvQGEo8ELEL+SkFng2lD +zCbkNgoOn8qHMA/kdjL+k2b/tjiC3EFBsGliy6fTyN9Ifri8ItgyDrmTtKf7 +nIenOMhdxJ8mSdmc4SF/p2BXnPsOe/bn3aR97kVe64lF7qEg7M/BKHv29X+Q +8fXf3NaoQOSfZDyrZC8/uwv5P6Iv36ZyHCyReyl4GluZPKCP/IvkrYdDBQHj +kX8Tf714wqKsC5/PH/L5Dhsq/H2C3Efqp5su9WMEyH9J/tc31h/tjdxP6u21 +GRq9Bsj/SB71TLGvHsT2HKBg4ZkJMreLkAcpYDwWdV8MQx5CQ6iSiXeoEfJQ +GmIbM2zDf2H/GUaDUdvLyanXkKVoKCjwT//ugCxNw4WJoWf2jUQeTsMBQ6N8 +nVvYf2Vo0NKVrZpvizyChtcOWi3nfuF4GElDqX9zxPoE5FE0GLoZVR7RQ5al +QTN+l7tmCY6v0TSM40zf7LgNWY6Ga5Hn9eZ+xfEpT0P2s0MTLh9GHkODeX3M +udoBHO8KNBwbnZBYFY48lobhdj+upI1AVqQh6NLQWx6nUT/G0ZC8Tl1aTRp5 +PA1lc557tQaj/ijRUFixfOrzn6hXE2hYNM/27kdPZGXyffrGmkId6p0KDQ7v +ZbT/M0eeSEOqmskC5WzUx0k0DF5UP3tnGvJkGsTlTnnfTqG+TqGh+GDdOv4b +1GNVGubv2DqilofzI1NpeLQksLTQAfV7Gnm+tlEWRyeivk+nYaqVzBeDV+gH +ajT0xbvGqkfg/MgMGuTGDnnsaYD+oU64uyrWsAX9ZiZpv40/oh5cwPkRDRp6 +5LsL9AzQnzRpmElfvZ1dj36mRZ6P5uodJ4NxfmQWDcfpyVolquh/2jTsqpx1 +cedBoYRn0zAv5ubbjjSehHVo2LQ6YsLZuksSnkPD/Y2v6umRCRLWJc/TTmtT +wsI4Cc+lQXrxF934O9ESnkeDvVaOwELqjIT1aJih8/bXxPVhEp5PQ62WzLeE +6UclvIA8r+qw17fNfSWsT4PpqyZlZ85mCS8kLBt30MHDqfB/vIg875BD25Vr +/SS8mAadDb+Kn9kel/ASGqaFr+k8/yVcwgY0fAroKlqchHnIkAbb1+uHmc/F +vLSUhqe/Vr76LHNRwstoCC9/0T++EfPWchpGRzw87JGJeWwFDZbK+48fCcO8 +tpIGrjj57ufNIgmvomHluX9TtM5j3jOiQbbkDtBdmAeBhhPlGfa3N+H8hzFh +aYX7OtcxT5rQsEXn5aTqEZg/V9OgPD7rULgLzn+Y0rB6+c/Fw7Mwr64h3y/m +2Fzt4ZhvzWiY/uYg77415t+1NJy7UaSbKMD5D3MaNpSPmBLWjHl5HRl/kX2T +bTUwX1vQcD5AM+f7fMzf62lo8I7qOvoCeQMNzi5PvHN2Y37fSAM9q3J+1CCy +JQ3u/LkXPsRj3t9EQ0y1lN7lWVgfbKbheky8UskdZCvy93YvBbPXYH1hTUOY +57Cw+xXINuT57zb76GOH9ckWGm4nlK2c1YC8lYZJqhuOVDthfWNL9FD2YItn +A7IdDQ9znVc9t8P6yJ6MB3uL250VyNvI+PS1ay4wxfpqOw1DVq9tnJOD7EC+ +b/6z+ZoaWK85kvdfbdLAi0Z2omFBbppz8H/IzjTwjLpv3bfHetCFhrUTxths +zEXeQYONyHr1NCWsL13J58s6LDPTG9mNBpdH51MtHyDvpGF8wI6c+LFYv7rT +0G212OarI/IuGtrHbNAyTkH2oOGu80O32K/Iu2l4XzD4umI21s+eNBg4HnzZ +swt5Dw3vXFLMuoXIXjSMoFdmP3qFvJfo4RebBS5D2fqfhseWgx6Fumz9T95P +ZxuvwQZ5Hw1TPs9LuumP7EuDq0z6wOIE5P00DDT+Ktx9A/kADZOdWxKMHyP7 +kf43W/N5YTXyQRpMGmDD+4/Ih2hoCXcQCjuQD9Pwa4jhp9/fkf1p+JPj+rGL +5QAyXh0WDDvJ/n4g8R+X5WY32Nc7QsP+v/XWgez7BZHPExPj3ViMfJSGoSu0 +Aj5mIB+jYY9vSO+ZeORgGr79c5V/cxj5OA2nFq45WmqNfIKGZtPxSZ5zkENo +OFsRezpvEJ9vKPn8g0UlRRXIJ2l443aYH8VHDqNBd61/44SdyOFEX5dfkPLR +Qj5Fg/B84CROC7Z3BA2Jt42fiCnk0zRUulhtOG+HHElD1a+QCC9Z5DNEf+pm +txjfxf4WRcONp/d8prkjn6Xhn9qt3NGjkc8RPQ5d+H1CBvbn8zR4BT6pWLcR +OZqG7bYLmawvOB4ukP5q922ZewhyDMk/o5yH7FZCjqXhx7mapmfJON7iSHtN +N9jMLEC+SMMX2Q9mfXk4XuNpKPdxNvkEyAkkP60wMDpQhOM9keiN1Oe8TBPk +SzSIlGrS8wpQLzg0LH22N4JvgMyloYN+s8jzOuoNj4bqtXEqi9SQ+TTY9T4Y +HBeDeiWg4VKa6rxJ/1DfhMRvPaZtdtiNLCKvf+3dsc5y1EMx0Re9nAVfFiJT +NJwcs2+TcyLqKU2DiuK/JeUdqL8M+fvtw33103B+I4mGFz2wUsUF9TqZ5Iek +TrNriqjnKcRfppo0Tn2A+p9Kw9Xovd9FXji/cZkGfTPfIS6K6BdpNOTaNi++ +kIX+coWGkS7vlrpuwfmNqyQf+E8yG9GN/nSNhjv8Q6OzonB+I520T/tABm8G ++tl18vtN+y692yuWcAb5ucKjytILAgnfIHlG7PvO5QZXwjdJ3nh1frHcs0QJ +3yJ6Kxg73PAj+m8myZNyiqMtf6M/3ybjIU5a/eCEcxLOomFrlNbN54sjJJxN +xqd2tmKodYiEc4jetIQnvH6L6yV3iN5Jfa4+qugm4VwaOJ1DR6zaYGb0P75L +w5qRjpYXDX0knEfDmEmJca99giR8j/x+MSd2yTTML/mk/c4ww/XZfHOfhvSA +87OGtmD+KSD+aqXS7O6K+aiQhvXy7SNqN2J+ekD0ljJw22+A608PST6KmZpU +MBXXpx6R/K0wssluCK5fFdEwJ3dgk6cv5rdi4kexQ345N2C+e0zGq7PN7Toz +nL8oIc/zd3pqagbmwyc0OM34uC56PObJUvLzy97+Todx/uIp+T6zDfc1VWL+ +LKNhW8zyjx/nYV59RoPMLdHAogicv3hOQ+vZOXvoWsy3L0geVFax+qWNebic +jP/cdr/hhzAvV9BgXWods9EJ8/RLGppmPlE3HUB+RfKN26i8cgHm79fE72qz +fr4xxLxeScPNDp+nJq+Rq2iQz5l9doDN+29oOP1z57eefuRqGhSsZw6XjcZ6 +oYbwZlPLeapYT7yl4bJcaobFZeRaomelsoEWeliP1BG9a9rpPSkLuZ6GrNTl +D5IWY33TQENg5zvV6tvI78j4rDlwWTgP66NGGl6NeDz4OQX5Pal/+BGmSZOw +vmqiYW/jDqWCM8gfaKjReRk3qxe5mfSX+fP3VDhj/faRjL8X3mUpRcifSN54 +N/EwXwPrvxbSnv2cbDoUuZX0/95XnlfrkD/T4Bl77e9lPaw3v5B65nGn3/kQ +5K80tHHv7bF8gdxGQ8At+fHvJ2B9207612qzFYu2I3eQPDl9xqbVPORvZPzE +fLUZVo3cSepVN42e3fJs/U/0VbDKby+w9T8Ni11cC6V92fqfhoqwJ566XLb+ +p0Hx+aGk+gK2/id5/bOuuVwTW/+TvLMjsza3n63/aciTvR7eoFQo4V7iN82P +ph7URv5F6mHHSTOPGCD/pqGuNrGg3Rj5D9HT2SeLS9ci95H83VmQPWYd8l9S +T1RmF+avQe4n9cIq3fzXK5H/Ef1cxl9gtQB5gNTnt1ZuWaqGPEjysPkyqfOy +yEMYmPH+7lPL7/j5hzIwaNL7KfQV8jAGYkZGLNfJQJZiIOjRxB0bIpClGRjl +fCXm2zbk4QzsLg/LHj8bWYaBIffSXR//wPYYwYD3s62vR+Uhj2RgbnhB+5ej +yKMYWDL0z7K9S5FlGZg4u7OH24P9YTQDh2sH249fRpZj4OXpSbSGPbI8A/+c +tuklSiOPYSD+4dBt79Ox/ykwQBvSwXJWyGMZYEZf5el0Y39WZKDn9DqLteeR +xzFQP1RUsF8TeTwDetcWFmXfxfGhxAC/LPS+pgXyBAY6RdeTXlbjeFNmoONg +TH+JC7IKA9fmZ3yY1ILjdSIDsWlSv+s8kCcxMP95gq9qC473yQzcqe0e/O6C +PIWB2YnXvuytQb1QZeDc3p3t1HrkqQw8XnJ9XXI+6s00Bp5X7n0UpYM8nYH8 +ymvRexJQn9QYqLFMdLb9h3o2gzy/h562u92Q1Un7vOOPvl2MejiTASnHZ6Gb +NZA1GJCp6tCyC0X91GSgcsZi6v4d1FstBu72jfMe3I16PIsBO6vMpuTxOD+h +TZ6Pa9nX93mo57MZqL0WrvnRCfVeh4FHPyc1fOhHP5jDwKx4v98KHPQLXdIe +Y14OZfTQT+YyoJVbo/iiCP1mHgNzavQqSragH+kx8J8db9fjZvSr+Qz8nbb7 +2KAP+tkCBto+PHex/4bzEfoM0eeHijJ9OB+xkAG17zu/BAxDv1zEgChN+tC0 +EeinixlwCFLs8BqJfruEgSOxxatF8ujHBgwkuGe+CRoeKWFDBuJiB9Wt/uD+ +jKUMjFz1Qk6hCvdnLGNgW2fDwHi33RJezkCI0m7Kf9bUwv/xCgYe6Or4Lliy +R8IrGTANmG2d+CBQwqsYSFw0qJx04KSEjRhIS+Z8uxYSKWEg398rkQo+Fy1h +YwZubNhrONEC13NMSHvVjDy9bz3OP6wm/WXqPofydTj/YMqAvHh2ZrEpzj+s +YaDO+0l343KcfzBjgCuncWLrJZx/WEvas2ZnisMYzG/mDBgqiA49PYn5bh0D +iqnG5R4/cf7BgoGd+Ut+/nXDfLieAeGi+Fircpx/2MBAacCFovlLMF9uJM// +Vr7aTh7mT0sGit7qPsrsw/mHTaT/d1ptaLPF/LqZgaddG39WZWC+tWKgenqy +6fShmIetSf8uq3twJA3Zhujb80fBOzZift7CgMGP9zvzupC3MsDb9jx33wXM +37akf+S9U9+li3ndjuhbrO71UyXI9uTnX3c/y3XCfL+NAeOOPsfP3cjbGfAZ +HHGr7yTWBw4MPPEYONMwFusJRwbWrjitFsBHdiL6CEdnZatjPeLMQF7zl/LQ +VGQXBsrKtj4p1cJ6ZgcDw37NNPVPQnYlz2+cjlSAKtZDbgyot5asy41F3smA +VWru11lSWF+5M3AqctyarP3Iu4hf7OzbvKEO2YOBTxnZl94bYb22m+hrBrXc +mUb2ZOBSw+k/uQPIexjoWjh6zge2PvQi7xdwsrQ0HXkvA+Jxl73d/iF7M3DM +3NCWXof1pw8ZH1+99xxh1/P3MdC9y0//fRW7/s/AF4+VrU/Gs/U/A67rDDxn +s/sTDpD2HPLZrC+Mrf8ZOFDr8WBBNlv/M/CqdXXRkw9s/U/G18yPXVmjCiV8 +mIES02Rujy6yP/E73YLSoPXIAUSvUuqWmu9CDmQg97SMq20Q8hEGvGSOedJR +yEHE34LyF2olIh9lQPUv36lZgHyM6OFTl+VVIuRg4kfZovo+PvJx4l9vOmVs +45FPMLDqqMPK1tPIIQx89uu4n+6PHMpAsuBkyLUdyCcZKGyPXdKyBjmMgV/q +4RuctJDDGdibV/RZZRjyKaIvB3taJ9Xi84lgwHHimQ+e15BPMxBwJVxr9BHk +SAZe7JuaP8IE+QzRv9UfXTxkkKOIvvTvDtcrwfY7S/Rl8Pcm71DkcwxMDrgr +0DJEPk/83XJTr2cb9o9ooq/LUy+t4iBfYKC3q9rrtjFyDAPT9XbKVLVi/4tl +YHO/ws3rp5HjyPvJOmyx1EC+SPrLnKeni/Oxf8cz8LG+MWy6FXICGd/T72n6 +fsDxkkj07fea9iIf5EvEj3tke+b14njjMOA88cePh0HIXAaujtY1vfAXxyuP ++M0P3osrgch8oqeJ7mM0e3C8C4heU8bKEzyRhQzM3LMjPLoO9UJE+tvGV2Gp +65DFZPwb/Hnil436QjHwZvOQM6OmIdMMyI3eHxoahvrEEP9yr23rbkE9S2Jg +SuGoIL81yMkMbNka6jCFQf1LIX7x1Xv+8H7Uy1QGvn31kF1ng3yZAYVX0RVD +NuP8QhrxA7nbzlE/UY+vMLB/Zt72nfE4n3CVgYPRu6Y/1EP9vsZAaGj7o9oS +1Pt00v9TMsZ82obzCdcZeL2w+rDKV/SLDKIf8n9Gpx/C+YQbDIS37The149+ +c5P0x5v3RjeEoh/dYmDXasOjbVI4n5BJxoNZ7ewQGZxPuE3aT9lbR28Izidk +MRDRc8XS/j/0w2wGxurK5fi1ol/mEL3+NdegtxL99A7xs9klgpxjFyScy0BT ++nmVJRvOSPguA/tM1Ic4q4RJOI+Bo9mrxKYFRyR8j4GWo8srG2O9JJzPwO+w +j9INSjoSvs/AelXVtTZWmBcKGGg/EbtMeQbuhygkv79y5I5t63E/xAMGrq9/ +HP00DPPIQ5LvNRKeteRiXnlE/G9/w5qGQ5hnihiwqLnklBqFeaeYgdN2od22 +QsxDj8n4qm6ZdSgd5w9KiH7qyvDD7+D8wRMGFjvk3RnxHvNWKak//Mz0y11w +vegpAyajbvfUvsO8VsaAefL76C57XG96RvLBrYvDq15i3nvOQIpHVOmGNZgP +XxC9b/9cPD0H17PKSf9fa+w9fibmywqid071BZ1ncb7gJQMTKlRsjnzHPPqK +6HXlKpejmzG/viZ+/KW8qXEr5ttK4h9hH6SHD8X8W0XyUIO6ccIV5Dfk+Wit +mnJ4E+bnagYy5wcdj+pBrmEg45ao8F4c5u+3/68Pf6kuPczntUSvsnRs5cuQ +60j91Glzpn8H5vt6Bk7qDHNM+YncwMD38CO+39n1zHdEP/e2fSpRxHqikfx8 +WJ7bOD7ye1JP/GpVvq+G9UgTyQdrRubfYpA/MLCyq4lfr8bW/8SfLafEafGR +P5L8tXiV4v/fX/A//kT8yD5H43UYcgvxm3sOh+R7kFsZGKfwxmy6I1v/M3Bx +rv6p3ofIX8j3/6NQcHImW/+Teu/PgFYWOx/QRvSwolJ8tBa5nYGcs/dyyuay +9T/xn50Dly8Gs/U/0auDy1yflrL1P3kefsWnXBTY+p8BDaWjPhZWbP1P9LPH +TvtENFv/M7AnMDPkRwlb/5PX7zX+K+xj63/Snj576w/Pxvr5J8lf4Ws1Dtog +/8fApLN3OdGBbP3PgNLlsvyHHLb+J3p4Z+xbmSy2/if+bjKs176Mrf9Jf1eR +br1dz9b/pH0CXY2UvrD1P/EXwybngC62/id+t+317vputv4n9cBSqbVG7M8H +iF7I3L3BfGbrfwb81UTTZNjXH5IEq6Ma3no9RR6aBDaXNdpfZyIPSwLDH6Br +fAlZKgmGXO5ZetcfWToJYtK3BRlZIQ9PgoXO/RNrtZBlkqCodJ3suV/4/EYk +gY+x/miXIuSRSXBWuZOzLQp5VBLMXbbhV9gGZNkk2Oltoft5FPLoJBCddho8 +9+j/eDrveKz/7/+XUpIyUkkUKS3KSCXUkZERldVUpAjvykgipSEJDVpSMl5b +w6qEyEialJakRZPQIET6Pj8/5/X78367uK7r9Xqe8ziP8xyvC8dXhoLPWm// +hG9HHkbBtvQWz/uTkIdTcC12ic3ORxg/shSkDr3oeW47shwFR9w+zjZWQpan +QHV+cOumqxifChRIhD4L1bVHHkFB4s64YKYe41uRgqtDQg2eBSCPpKDkfUPO +417Ml1EUdD5KO38xEnk0BS1h3bY7pJGVKJA2cctfFI35N4aCyXuvxc4YhKxM +wbjzQYNNd2P+jqVg7NLGYSd+Yr6rUHBGT2K8iQeyKgWSx+wdHB6hPoyjYN+g +c06NhsjjKRgt0bRBJQX1RY2COQ5qS/uJ5z3UKQgY2Lr58nrUpwkUJPUYn1tw +E/VLgwJT97nGD5WQJ1Iwc+uYmf5bUf8mUbBJe90jizLUS00SPw1v2zYqIk+m +YFLW2fKX5TgfMIWCabNHpXxzRf2dSoH9TuN84x+o19PI9cY+VR+wB+cDplPQ +HuQnhEijvmtRMNj0wtvaYzgfoE1BRMyhAevF+eUZJH7SWnps4nE+YCb5/xWc +Y/UwrC86FDgkSE0yiMT5AF0KLI4emLe+A/fr6VFw6PSup1KvcT+fPgXhO19v +fFWI+/1mkftVYqayIhH3AxpQYLfY7vvfADyvMZuC4OLOuMVWeF5jDgV/Nvlf +ijKI7uO5FAyftd/0wTOczzek4Nt6b/2HH3C+fx65PmHn7/90/+tjIwr+u1+3 +7v7JWX1sTMHJzBlxm4d79dV/EwqGjAmX/eMi9v8UJHdc3/ojTuz/KXDqP3b3 +r3ax/6egJ7N7/m4X9COmFOjxc6MsX4r9PwWupY6fDw/E9REzkh97Z+45roXr +J+YUCOfZ3mdL0Q9ZUGB81TDmqR/6JUsK1q9z8xtsiX5qEQXmSiczJB6L/T8F +qxo3xKmsxH7fmoLs6YVDR71Bv2ZDwY+bmyIzxf0GthQYZDV/uPQa/d5iCkZF +ycQ9Wo79vh3Rrz8fI149RL9oT/RpgrFT/AL0l0tIPpxPn513Efv9pRTkWdyL +ipZGf7qMgiUKG4oNboj9PxmfTMbP1Bf9rSMF7x3ttePE/cNOFKT1JP6SKkF2 +puBOst3Mw17on10o+HTX5abEUPTXyylYaVDXaX8BeQUFt4ZGXlpuhf58Jbl/ +Nq0zBtQjr6Lgocsix7k70N+vpqB/+uaQN9LYD6yhQD3WOPb1GWRXEt8zjAaP +m4T9xFoKFu5r+xN1EXkdBSkOjnJSOtiPuFFgnXU99kAGsjsFSxPqnL5Nw35m +PdHLfw3fJ6che5D81Lx/dOJI7Ic2EP1JlxlatR95IwXXMyY2KrYge5LPv2+7 +8YOjuP5PwZ60JV5aV5E3UZAuz8TXyYvr/yTfGqzNPor7732I3tuciJtTKK7/ +U+CjZe9UPlRc/6eg/JbSxL3O4vo/iRe5d65rE8X1fxIvAxwnLqsV1/8puNjR +7G4/EvtVPwrkxms9sBX7c3/y/+7V9QvCkAMocGm90q7OIwdSsEBn0sTGSuRt +5PPHPXCN+y72/xRsl3bKjhpU3Mfbyft5dXnqKSAHk/rgZLjPbCzyDgq8F3ZO +zFdHDiHxtfpB7YlJyKEUyBdmJlZrIu+kwGjv74oA8fUwCgrODtELEv9/FwUm +yg4ja5WRd1NgyZxVTpNHDqdgVlGCS6Uk8h6iF2/qTxS3iP0/yYf+5ypyHoj9 +PwXfY1O6Qhmx/6egLWBI7tgQsf8n8dBSsv7cIrH/J/nibWswUB45kujdHHeT +1c/E/p8C5ofn2nRxv0IUBYNcuuy7xfmXQxRoHXQ5vWKg2P9TcOle9dGHV8T+ +n4LVss3rPN3E/p8CW+Zzz8zBYv9PAX1cffJcQez/KXg3b5PXYUux/6eg7pjD +8AVvMT6PkfFPjtF1DRT7f5I/Gmf4Tgmx/yfxpmQvo3EE4/84iVfL9MwWRbH/ +p6CUusFuOY35c5LE98EpuddGiv0/BfzW02tfHcX8O01Bw2SNez8kxf6f5Fdv +1HNZsb8/Q8HZE4eHLv6E+Z5I8rGl60zhUuSzFLx0lXUOy0V9OEfBl2apzBRl +5CTiT97E5puFor6cp6AxO0U1/DnqUTIFL9LMRm8Wz0ekUDBMNXT7lAOoX6mk +3pdpnHzwAvUujYLuaAPnoMnIFPErqnkqC7ahPtIUnAqXSDschv08Q+ptoinj +OBT1laXgrnd689CT2M9zpJ4EFUr9GoP6zFMw9WnPGstE7OcFUk+uyauZj0J9 +Tyevt9Usni6ev7tA8sV7/hkjCawPF4meO6z0vhqA/fwl4h9/Fdx9+RbrzWVS +nwu+eTRa4/xzBgVZenPrHdbjeYdMEu+bG9bnTMfzhFkU5JpHFYd9x3qXTd4v +KMdxdhbuB8ihYPqav2abtuB+gCvk74ufvZy9DPfzXaVg6+jyo9nF2L9fo6Dq +3x/XjBWhfZxL4vvxmrhvTti/Xyd+OqZbzd63bv7/4zwSj8s6dDMCffrqez65 +3zYZ7fG+4vo/qTdbrxTJPhTX/ym4ccS4jnNHP1FI/PRIrzSTEPQbRSRfh1L1 +hjfRj9wk/ujmg1cmErifspj4n/luI2+a4vpGCQUaV6QP6e/C9Y9SCha9kKmT +WoX9ehkF+z/Fe3z5iX7pFgUK82datUWhnyqnYKft7jdfxmK/fpuCdQlqzfsu +oB+rIHpMz84NF/eX3qHgyYRTQ5Juop+7S8HfTXYWZ8zQ/90j9UD9nrd+Gfbr +9yn4mhysNn0++scHFLh/FyrgCvbrD0n99LIqSoxHv1lJ9Pd+3vGNVuhPq0h9 +lwhZuL4b+REFUxy2JwRcQD/7mPi17dI1O1ag/62mYIDnlcLlEuiPnxB/eLYr +4ieP/JQCJdnSb1qL0V8/I/7MPs+4qQn5Oakf45VtFKLQn78g4/taMuygGvr5 +GpKPtocf6VxFfkn0wr/tXZsF+v9aChJeTv+UX438itSDUstCn9XYP9RR8Ebw +bPr2Fvk1Bb/c3qVOc8N+5A2p924VpcPqkN+Sv9d2+LDHEfuZdyTfI7Wct95G +fk/BxguG48tnYT9UT8GJiZ+Gbj2P3EDB85x93KoB4v5/cj+Uvc23e4j7/ynw +tG7pzSwS9/9TIDvx0M0/iti/fSZ6UNduYi7u5/9C8uGDwYDwbHH/P9E3Hcst +SV3i/n/ST3p/uxpvhP1kEwUhhtDkIPbX3yi41xzzpzoDuZmCrudul6TqkVso +6LiXuzxocHEft5L7t9Jj0dyxyN8pGLMkYq21FvIP0q+GGlgx85B/UjAwuHOC +tSXyL9KfqRnu1VuC3EZBrL+B7zpn5Hbif3qvuVauQP5N/LVxqs3ulcgd5O/V +485sWY7cScY7/NmUZAfkLtI/aMjaydki/yF+wXHV41JA7iZ6FHPsd64+cg8F +RQOHbfuhgfyXgkKVZcH+8si9FEzMk7MJ6hT7f1Ifnkpqp9wR+38aMmdnXfU5 +Lvb/NKTnf2ysWyH2/zQ8Ciu68U9J7P9pGHYgeMDrJ+L6Pw0SPxR2hx8S1/9p +GDsw4dFPQ3H9nwbFN/XhZh/F9X8aAukRv3bHiOv/NPxJnOyfoyWu/9Pwb4Dc ++O/ieRRpGh5MZLvN3cT1fxpm7s9/XfoT41WGBkm34QE79yAPI98n39pw7xDk +4TS8mz/0wGdxPV+WBre6sG2lw5DlaGh2OtyqKe5/kachwLaDntYPWYGGq8Wu +Uh8CMP9G0LB2Yr6dz3vMV0UavHUkNj6zRR5Jw/RJyr9NsjHfR9HQ//vXNYWK +yKNpEu/buc2BqA9KNDz5Ln/MuxL1ZAwNI+d/3fFgErIyDfNndXhmh6AejaXh +o+ySv3PuoV6p0KBtHhcWOhpZlQadht95p91R38bRoCfvNfYyj3o4noanayQ0 +8l6iXqqR8e2cOeXAGtRTdRr8ht6Y168W9XYCDQNH71/k64B6rEHDea2WKVK3 +Ua8n0mDRr//ZMQao55No6L3SrduQjHqvScbLI3SJMAjrwWQadvePHZ3ljfVi +Cg1zJA+th7tYT6bSsN/OJytpEtabaTT0++Jso9aL/fd0Gmy2PaovEs/badHw +/OL6ZM4J+29tGo5c6fzk24Xz1TPI/b/k325kcLSPZ9Kwal7ijVR/nO/WoUHm +4JZ9OgKuv+vSYN1eckI9P6iP9Uh+aLRLZRq69bE+DcqDs9cmybj01e9ZNMjV +Hx5xUAPPKxqQ+FIqPdTphvv/ZtOwMW9F6OAZB/t4Dg1J27Yal3cc7uO5NNwP +zwrZvxb7bUManA/kjl1WhOsH82gwai5mriljv21Ew7aLkDY+EPttYxraDyvO +6LyN/bYJDdeVsvc/j0b/M5+GW6VClfNM9EcLaPCqfz4+6xH220CDXcJeuZQt +6K9MadgQWllSK4X+ayENS3KVP4xJRn9mRuLjzK2yUbro38zJ9zE65BJThP7O +goaSve+s9Bah/7OkYfX1kVIV99AfLiL56f3x8z4a/aMVDaoKe2qfuaG/tCb3 +Vzi+wkgZ/agNDZMqS2riHyHbkvHwmLfkhrg+tZiMr8zBWQn66HftaLhdMi9m +8DtkexoiDZd/aIpCf7yEhglPX3tOnoF+einJn8xdT85VIS+j4d6u3kMzN6Mf +dyD5Hul6tGwQ+nVHGqb9fnvM5ByyE4m3pO9N+7TR7zuTfC0SskLykV1Ifi9O +T5cyw35hOQ3CP2XX0RXIK2g4Nb5A9ogl9hsrSX7+9K9yLkFeRcOWz40BK+Zg +/7KafL5udPIeHnkNub5fzg/yFMXz/zRsCn1i8X2neP6fhryuIn35N+L5f5Jf +/RQTpY2wv3KjQWlnl+v9eGR3GoaEW1mZfRTP/9NAN5dJeuhhP+dBw4+ZcrNU +xPXqDTT4561c6X4DeSMN5urHmid1IXvS8OuEl9ZMJew3vWiYsjS2558O8iYa +ou/6xPVbhOxNXh+8Ok5rFbIPDV/upY7f44PsS8Ox+hVvOoKR/6PhzOWBrcf2 +IW8m8UWt/m4VjbyFxEO0xoBxR5G3En0tCro7PA7ZjwaFou8blY8h+xP9Hz4o +DGKRA8jrN3x19h5ADiT3c4DW9Nc7kbeR8fibeNJ5K3IQDXviZyp/Wyf2/zQU +Oxd9SLMT+38aBpXtocLmiv0/DcGUQ2SYmtj/E31qajZhxf48lMRPyom27ipx +/Z8G+Y7PNXJHxfV/GmZPGxV90kpc/6chStXC42SPuP+fhm8LgvNVxPX3cBqW +5/u9n+sk7v+nISMlf0Jnh7j/n4aFnWHXvU+J+/+JPlW1PEmaKe7/J+PRKn+K +KcP4i6DBqdtT7rgD8gGi/yH7jEPqMH4jaTj492qXrzvyQRKfDdbD97zH+I+i +YUXJWI37a5AP0eCeYFzk8QTzJ5qGT9nxxu4WyDE0tPoeevwqG/MvlobvX3QO +fRuLfJiGOttfhpf2YP4eocFhrNy+ue8xv4/S4DhxXIVggnyMhi6/Ol3VU6gP +cTRU1c6kMxpRP+JpmLEm7dpuI+TjNBwom36Nj0L9OUHDgldTzi6uRn06SfLf +yWJItBLyKRpKtReY712N+naaXN+nDG3Hs6h/CTQ0eH3dtTAT9fEMDYZNwyXH +TkT9TKRh6/BulaB41Nez5PPWDeh3uhvnO8+RfP2261PFOtTnJOK3ov/+WXIT +50vP0zD0eITTDmXU92QaQhTN66P9Uf9TaDh75PHa6ls4H5tK9MFScVGiItaP +NBoWtWSeci3F/VwU0Xvj+/vznHG/F03D+KxWnYaG033M0CA9dGb89s0n+pil +ISy085TcL+yXOaInt3VVzjdiv8zT8HudglzqV+yXBRoKH8b/fnQH17vTyf9/ +t0iq8sP57Qvk+29oX3Hr1cK+enyRhpjSqUPs/fz6+BIZnztzi0/u393Hl2nw +THg93dMan4eUQeLPZ61lrh2e98+kIU599qYiTfQLWYStBv/Ip3B9O5uG9Qtv +TtBVRb+RQ/xbhO2qvfHoR67QoJK52DyyP/qVq+T7JbpqKuein7lGrkfzRdQl +0e/kknwwnTHypxL6oes0nPgT++fMLfRLeTSYXrzxe/l/6Kfyyf2ae9vzrSyu +fxTQkCqd4fThMvqxGyQexocfGGuN6yeFNLz89+nAvDfo54poyP57ua57Nvq/ +mzTs6KrXlexBLqYh3O7pupFF6BdLaKjVKe4/ZBf6yVLyel7i3MK56D/LaAiN +XZYl+wP5Fg0GJnoX3jDoV8tpSDkY2Su1HP3tbeJ/BitP2DIQ/W8FDZrLPHRa +LiHfIfW9SvKntyP657tED54delvahnyPBuNXqya/ikP/fZ/UBzv9KyenoT9/ +QEN1jYH+8yLkhyS/o6yU9tqjv6+k4cqygWk7XyJXkc/rtnl3YR32B49ouDlj +T1HnO+THJH4fKfyzdsV+o5qGv1PemEc9RX5C9MfWSCnJEvuVpzR0hLo3BuQg +P6Nh3C4LpXZl7H+e01DUL65FdhfyC6KPugeyMl8i19DwXvZwSrkO9lcvadBv +dfplsg+5ltSvfx31QyqRX5F43PrEeZg09nd1NLhYX12kOw35NQ2xfhG+PouQ +3xD/eHRAU7Y78lvir3oDQyRDkN/RMDXy5jLXw8jvaagZFD772nnkelK/71gH +yVxCbiDx72v8ec115A9En8J1vtPFyB9J/yczP7y+HPkT8fdP1BQU7yB/pmHZ +H6drcyuQvxC/bPZuwNIy5K/EjzSMV191A7mRXK9m8a3l2chNhKWL9WwY5G/k +/S3mGeufRG6mwcxq7oKR+5BbiD7BY61fvmL/T/zG4kl7H4n99nfih1XazbJm +i/0/qd8S44Ymjhb7f+Lve8N+jm/C+/+Lholm7YG6qeL6Pw31GvUDg8T173Ya +uLcG0zu7xfP/RJ/kv4XcTRHP/5P+sH3Fsc4F4vl/Un8etCifeime/yfXv+Z3 +Vc5m8fw/0aO8Kb4bejD+usn9l87kCg4g95B+bKScTeUQ5L80DH4SMjw7CuO5 +l+j/OD59lwTyPxKP3jcrrIIxH/oxsHjnQwmtz5g//RmoiIxqAAdkCQaW2Ku/ +TL2O+TeAgRlfHhn5KCMPZCC0vyFcC8Z8lWRgn2d0f+oR5vcgBvY4WTvZT0Ie +zMAUadlvz4NQH6QYeLtt9NI1pagfQwjXxZX2SiNLM3BCTs727RLUm6EMtHs9 +4cfHoT7JMKDxq96+vhL1axgDuvNS19oMQR7OQFrji5SdgHony8Ddw+yfWV9R +H+UYkBox6ftpW9RPeQYkLs9Y4cujviowIF/4fHf3P+x3R5DXpzMFJx1QnxUZ +KAgy84pKQf0eSa5f/c7DCY243jyKgc5/M5SuzkT9H82AwQNdy2P+WB+UGOha +Hmsq44brzWMY6FlWb1v9HPdPKTNwL6Pju5IV7q8ay8CKc0b8wSv4PBoVBuas +ezigQgWfV6PKAL0rYmD/Afg8wHEM2AZ6t9y4jfPF4xm4JalZMFMmpI/VyPU4 +GTjTQzb2sToDbxaP6M0bvbSv3k5gQDsk7rhbHJ5v1yDjEVJftOkw9rcTGfCN +GjGtogr720kMfMz4NzVgOK4na5LXF9cul5qI8+eTGaiuXTqeKcT59SkMdKjp +JXg44vz7VAZ+pLdtT/iA8/PTyOfPDIldfB3n76czEL3351PXnehXtBhQ9Mw6 +P90I/Yw2A7E57zrcO3B9YAYD727D/ksZ6IdmMmCx7NHBAg/0SzoMVEa/+Ws4 +AvtZXQbKJeXYF4Xot/QYMCxLVjD3QD+mz8Dua6WvTov7w2cxYJq/u4epRDZg +4PMJ1yQmAf3ebAb8hjwL9luHfnAOA3+O3Hz+bgL6x7kMXLy67MzjemRD8nmH +VY3HJaPfnEfGc8Lpd2nieXMjBkp492XGMuhfjRnYtEyQuXMD2YSBSPuXNhO9 +0f/OZ+D+qZMDdOTRHy9gwLHX6Ne9K8hA8uGqStozR/TXpiRe/Iy9dVuQFzLw +3rIorHg/+nMzBtTWX/i+UTwvbk7yvyY1TzIF2YKM9+1XuRGa2A9YMvArPPX6 +HQ55EYmfU5d3XtfAfsKK6IlUYbFRIrI1A3U5PguNxPVdGwZu7FYrShHPb9sy +ELj8fIdLHfJiBgZq7bhhbYz9jx0DhXsCvm8U90vbMzD2YsLBM43ISxjIj3hT +4a2C/dVSBqzi/JT2AfIyBs5NG7/8iDuyAwOPk09dPxiO7Ej06Qc3cFMishO5 +X3dtTk3NRnZmIMd+mGvFbWQXBoZ7ZL02rkFezsCk52oGkZ+QVzDQu2OqcsoP +5JUM+Nhfe3WwC3kVuV6JhPVGvciryfczNNPN+4e8hgHzI3Ie/cTXXRnQS3qa +Iyf+/1qi737HdzR+R17HQNHmS6lHPiK7MXA+fk5B73NkdwaEtfZNxuXI6xlQ +3+3ZYZuJ7MFA+uqX82cmIG8g9/dkbn5jGPJGBr6fZXv3rUX2ZGD/HuvZf43F +/p+BO5P9pq0T5wM2/U+Pt/uvfY/j482Ac8fjS19ikH2Ivk/2GvefDrIvAzKs +b7+uSnH9n+jpkiuFKV7i+j8Zr8NT3gf9Eff/MzBPO39E7EFx/z8Dqy1DlDuH +i8//Y6DeyrSm6hjGpz/5+7fHLKcNQw4g+iPltnl8BMZ3IIn/V5Ub77RjPmwj +73dexm7BeuQgBmbrz7FOvov5s518vwUH9g7UQg5m4OkI/9GxhzD/djAQdLZq +vFM95msIA6fGpSXtnI0cSsYz6HvkhEjM750MeBqXZHk/Rj0IY+Cy+c7qACXk +XQxcCpi/w2016sduBkbo8BIuiagv4Qw4TFRPDX6GerSHgf7SqosaZZD3MmDT +8oh9Aqhf+xi4mqGpucof9W0/A20XssutTbBfjSD5FzvCLDcO99ccIPoSonnU +7h3qaSTRq40m6WunYr96kAFl3bYCk804vxhFvt/vlwMXXMT+9BDR3/Ohd3M/ +oZ5HM+CyWH5RrwrOX8aQ+jSOPue9BPvTWHL/nn6LoHqwPz3MwMQ291/jnLA/ +PcLA4B9yvp0M9qdHGbi9OnHEh59Yj44x8GGJw4LTRtifxhE9e//gxLH+uB87 +noE16h8frYnc28fHyf2zbNceNBzPc58g93tE1AJ6slMfn2SgzM7GPrDLo6+e +nmKg29rhTI8E1tvTZPxTpj7ukYjo4wQGYmqLDDbuxXp9hoFt57NM03ZhPU9k +4MIYeuyJOdiPnmVgtM5Ti6pm9APnyP9HvV9/Nhn70SQGtg/rXq2mif3oeQZO +u1tpRXSh30gm+b4vTOP8XfQjKaQ+GB+6P+IU9qOpDFxvLrGMWYv76dIYmFUy +eOOFCeh/KHK/s72uja3HfpRmwP1Q4+mIc7hewDDwiJ5qeXQZ+iuW6Ml/0BHQ +D/0XR7ikun7MM2Se1K9Rd6LiWfRrAgPLDBYl5WxDf5dO9Hn8oP+cFqD/u8AA +Y3j/6+JB6A8vEv3LnJoddBf5EgM/1T0V+Cj0l5cZiPi2SrbIDP1nBgMnm1S2 +x/9BzmRgmrn/y36X0L9mkXhs90v6uAr9bTYD6/bEdKkORD+cQ673p550FI98 +hei/m8NjCSv001cZaLJ7Z7RF3B96jeSXYtHEC8Hov3MZqBp3z/vsYPTr18n4 +yFV8VI9HzmPANeVs8ITR6P/zGVAYojN43ynkAvJ9J3Qe15TD/uEGA/NX0vod ++5ELif5k7xtV9wO5iIG/w21iilZif3KTvL66WPpQAXIxqc9NcknHh2K/U0Ly +uSnp90KxHypl4NnJ9fF3XZHLGHiwo0d2vNhf3SL+9FL4JSMKuZyB5xXSlkol +yLdJPbeWd7r8CrmC6Ln7mK6On8h3SL4Gre5qHVTSx3cZWD/H5kbcaOR7xB/c +2L7k5UTk++R+2Q/xLZuB/ICBIeojttgZID8kftjDzC1oLnIlGf+c7d8NRa4i +flM7MixxFvIjBibnPZM5rY38mPiNuXFLdDSQqxkwSc1O8RqJ/ISBVZ5B0gsG +Ij8l8dc1fn5eK17PM+K/Bkw4+fIF8nMGllsaKtNiP/uCgdTxzrtUxf66hvRb +aw1H24YhvyTxKe/2VU9cH65lQPqyY9KrGciviB5Yftq/eIDY/xM/svSj6lgB +x/M1A6Oebr1kL54Pf8PA5tO/Z1i+wnh4y0CAxNXlI32R35HxKdcb+bgN4+s9 +A1+c0pKO7hCf/8fA4UmeTpt+i+v/JH4P8fcCtyB/IOPlePvefXH+5CPRByN2 +YYydeP6f+Nt/QWaVVzAfPjPwOm7k36xRyF+IP9pvXuQUiPn0lYEMu/BPz+5h +/jUyEDfvbYOzKnIT6ZdydKf/9sF8/cbA2purDV/mYD43M2D/9sv+CZ2Y/y2k +n3Js2/p7DnIrqW9ZWatCA1EvvhO/1XvtwNN01Jcf5Pvv8pDReoP685PoocXx +r/ww5F8MSK6z/BJoiHrVxsCu/Jwz19xRz9qJ/ivWpcwehuurv4l+1U6Zl7gU ++8sOBr5Nc9vRehj7y06i51NLNY6Wo752kXwdMcXuSQfq7x9SDx50a42ehP1l +N9ED9UdKuXbYX/YwwF296ycXgOdn/jIQ/2Tikb3xqP+9DFj/2rLuyVrcz/OP +1F/VkNvL4nE+sx8LTgEFbQuKsb70Z+G06qYmt69YfyRY0DQdnPJDJbaPB7Bg +1eRRfMYN69dAFmQtvvY7PB/rmyQL9KmbBqN8sP4NYsH33Vn9x27L++rjYBZO +aA3LlvcM6mMpFvgK13nXduD+5CEsGLfOvhpnhPPD0uT9n1z2kfyL9XkoC4uG +cYVWL3F+WYaFKV2HNO5n4fmrYSzolv+3tfwAro8OZ+HlhbjYudOwf5RlwaGw +eW6EeP5YjgUNx9L1Hq3oL+RZ+PCmasG2B9g/KpD7kRJ/wZnB/nEE+f46a+Zz +Idg/KrKQMdB/9RBr9DsjWRhhOs9MdQT6oVEsRBZf0DvwAvvH0eTz/CfO+mmD +fkqJBUt+x/lWTfRbY1h4d1I1+bD4/DJlFkadVD2T/BT92VgWrswPSOxi0M+p +sOD3vNLTLxD9nioLq63n73hpjH5wHAs2OrsVhkqgfxxP/v7KX/O6UmQ1FkLK +//6YGI5+U50Fj/FSDYWz0Z9OYKHtknrxnq/IGiw4Wx+dYCXud5zIQmn1ouTW +Beh/J7GgNbmr1LEBWZOF78eXazrsRf88mYWdwY1b745Bfz2FhbMmyi5nxPO9 +U1k4FeSenWaI/nwaC/cNV4VXFCNPZ+FvV0ttoyn6fS0WVpaPH/fjBrI2CwHq +T6pu6mK/MIOFq9UKV01SkGeyIDdZ/7+pA7H/0GFhsOoh07ZZyLosSE05m75t +PbIe+Tz7T+dSxPVAfRbcDb7mbslBnkXGf3vN4udi/2RArv/c5OVVv5Fns+Ay +RyrSYURJH89h4ettA5OVWshzSb68446+NkU2ZMHoj7VdrSPyPBaYo+u6bNYj +G7EwodCkavpmZGMWvL1r7oRsQzZhIXFd4Qm9HcjzWVBcuDTNSeQFLISvr1B+ +K/49sLD4x/n6x+L7mbLQMexCsrYH8kIWNut6Zf5yQjZjIUtns76mGbI5C29s +J0ne0Ua2IPG0LSC/ThHZkuSr1sr0TZ14PxYRDo364Cf2w1YsFKt81u++gmxN +4uFCidrwI8g2LGTqO3/K9EC2ZaGwY/SeJgPkxeT+pXol3hbH044FA0V/ndPi +eNuzYOiWoDlEjIclLNx520p15mO8LGWhwKvrfNh85GUstHfM8bxUgPHmwMKx ++VVnaT1kR6IPYTNMdlEYr04snOyIP+w4HNmZBe3Pw1UtxP3ELuR+K6YW+VWL +6/8ssEXJu35PF9f/WZA/qM10hGM+rWRBtU2WO1UpPv+PhcrKXM2O0eLz/1j4 +Uz/ui8kacf8/C59c6TvH/v/5fxY+WtXdHPUc838t+b65Uvc7hiKvYyFviF/7 +GhPUCzdy/c6/F/j5oJ64s/C+LCptzXHUm/UsTPqVO9D+OuqRBwt7uJxp/i9R +vzYQfVfyCfrcjP3gRhZWqaQtkZqAeufJwpijFSupJTif5sVC9i7+mFIw9oOb +iF7537a5m4D9oDcLD/QHLVK6iv2gD3m//M/bvR9gP+jLQppewMAJb1G//2NB +YXG4Ft+M+r6ZjP9S7w23v+P84RaifyfHn9j+D/fPbCXxOnPUHz0pnH/0I9dn +f2Ve1VDcf+PPQsT78hQYhc/3CmDhqdarx53D8PmdgUQfdvMvGvvh+ZptLNzy +GPRAf+e6Pg4i91dHwkf6CO4X2k7yxbnuq+ZmPH8bzELq+ctKY6ywfu5g4feJ +VnBzwfoaQvTqj3ZD7Uxcjwwl8dAZtUNfF/c37WTBnxvxzW0G7tcNI/rzWv1d +tCaer91F6mnzpLr/ZLDf283Ct8KAjUYS2O+Fs+B1z9/Ssg39wx6i96+q1mrU +o7/Yy0K991w77/s4v72Phcm6E/ZkZGC/t5/UT4nzLkeOYL8XwUKn/ETNZPH5 +LgdIfL+S1p+vin4oksTLnKE1bgPQLx1koZ9syy/JT8hRLKRPME7ruYX+6hAL +Q+8HXVVMQT8WTV7XfFs6Lhj9WgwLUZkZk79Zo5+LZeFQs5fKEiX0f4dZ0L9z +OVu5HvkI4R/Hmidw6BePEv2sM75h7IV+8hjJ7+wH8vMnoP+MY2HI6ISGvy+Q +41lYGPN6rlMU+tXjLGygzHWV9dHfniD10WXYsGk1yCfJeH1UmLcuGP3xKRZa +p2U4nJJDP32a6Ff9BINLFHIC+bwnR3/v00E/foaFS7FuEp3XkBNZ6DHdIN0y +G/38WeLX3v/TsMpEPsfC0Tm2a4LE/Z5JLJRVrXnsKq7/nf9f/NbKPhbX+5JZ +aOr8F1DGI6cQfb/eKzvtKXIqC11mYwv+dCOnEf/i4yitpYb9DkXiZYeOy1VA +ponefXItOuKKzJD8brs6JWs7Mkuux03OclQsMke+n1NK3PUkZJ6Mh4aF8/EL +yAILZi7/2LSryOnk8/NDtzQUIF8g9fOkqYdjEfJFFubdr5P5cQP5Ehmv0N93 +CnKRL7NQvjq0NOcycgbxg5bDe1+mImeS+Gn4tlgnDjmLhYfPZVblhSFnszAx +4Me5HRuQc1iIXuHjGWCFfIX8/YEpTy9MQb7KwqMbDi+nSSJfI/XrdvHs36/x +fuaykNS6a/fIHOTrLKxgX8vFRSDnsXDGZ4BygLg+mc/CzEE18aUqyAVEz2pV +g5UrcPxvsEApzlpQYIdcSOobLT1yz0Ox/2cBJo+esN8S+SYLa4JrJN9dx/gr +ZmGTq9+HnInIJSzMCGtzVI3G+C1l4bna2JXGXzG+y1hY/uuYr95C5Fss5DT4 +r5hwEvOjnIW1EpIrdeoxf26zELPpS8veqcgVxK/r2P408cX8u0P86JnK3bFi +ft4letj4tPHUG8zfe6TeNZrfOSiHfJ+FvfHxldEmmP8PiP5OLnn3YCPqw0Oi +790v2nYeQv2oZOGmlrVSBY/6UkXi5eiL1W/KxP3/LAgbXCt/1orP/2MhPlD+ +03914vl/8v+vzb2ud2P/9oTUM/Z81kxF1L+nZHyf6vwx0kR9fEb8/KXDUlZ6 +qJ/PCedpjymei/r6gvjTQ7sfyM9D/a1hoW7Ok2EXZ2P/9pLU472rOntnYP9W +y4JSo9TBDkuc33vFwr2Ul4unTsX5vzoSb4f+iwmRxPXA1ywEb1htl5KH+13f +EP2O9avXcsPfu3hL/Hh46c9X/XB/zDsW7IWUwU1+eN7kPdFX3YTj84XFffWs +noW3nfeqFm3A+c4GFvpb9kBiAvZrH4g/fVIYM7YH+7WPLJRo3Z7keSmujz8R +vakoydv0EvezfmZBx/zCiin9cb3vC/n+8wODrmvg/O1X4ldHtgmj1HB+t5GF +/9wOj6mchv1ZEwsVv0bePqyL/dk3cv+Wj6Pf62N/1szC7RkLg1x0sT9rYaHF +a9SXkKnYn7WSfo62EWrHYn/2nQW3YLdDUlLoX36wsL3J0eLedvQ3P0m8v963 +R8oT/c8vFqYFTn4etQz9URsLjt53G0Yaon9qZ6G25+nonSror36zIHMn5HpE +N3IH0Z9dZ1r/PUM/1snC3IXMq/wL6N+6WNj9ueRERBj6uz8shJ5abaRthf6v +m/QHlZMHRQ5Hv9hD+LGkpXsV8l/iX14Ub4+PRn/Zy4KEynOrFvH5S/9YmDPd +RrBpRe7HwcCYKfd3i8/H6c9BsfTFOR5G6HclOMgzkHv0WPz9pAEc/HyfWsNs +Rr88kIOZMZ6Db4j7DSU5WOIue+BnBPrtQRxI+vbsVByA/nwwB5FjLi5SE9fb +pDiYdK9iwJEQ5CEc1OxZULMkA1mag803cgtWvEceykFJj1nwOVnsL2Q4yPmV +xMnOQx7GQfOVtpucG/JwDq6XRsut3o8sy8GlF6HlamnIchzcGXPg6/cbyPIc +/Pro6X3rCbICB8cu5Y86+Ql5BAffZx3hXduRFTk4fzI1f0y/0j4eycEfvQdP +ygchj+LgntSJjeuGII/mwLf2990Pg5GVODiq3G7pLIE8hgNh2Sj5rE58f2Xy +/X/7W3U1Io/lwLPkTefMl8gqHCy4O1d1RRmyKhmPDMlzQQLyOA6eNLpaH45B +Hs9BgOShetobWY2DB1F2CmViP6fOgdUNs/9axyBP4CA0OO0/vW94/zU4MJHx +3X4yH3kiB8MO9lRPEPfHTuKg6Z3j5Y+2yJoc5Ea8Htk4HHkyB9OsBzaHiM+v +msLBK6d+s2pGIE8l9/sCZSkTgfE0jQP+YNUYg2ax/+dgVoaXVeASZC0O5tZu +kf+ajvGrzcHqimu2+f8wvmdwMKhi4HoZe+SZZHwq8hcNOoX5ocOBakH49kcv +MH90OehfefjtiRHIehx06xp83m2N+afPQdiqu8sLQjA/Z3FA/525ZgeN+WvA +wW5Z+W0f72J+z+ag/Nq5TfriftI5HBhTnxaekESey4Ge50hTIxVx/Z/cj5D8 ++2tmoL7MI/m2Tc5nhjHqjxEHBVM/XPlkIf7+HwfMqNEJoaex3zLhIFAt7viz +s9hvzedgw2Mr32VnsN9awMHpi+G/1h/Dfgs4MJ/ZSO3ZK+7/52CRyvv9EzaL +z//nwOdtmUypI/ZbZhz4F88dXmuA/ZY5ybchKdMeThbP/3NwOGD5mbt1uN5m +ycGe3fllTAyuty3iID9Al7rpg88btOJA9uS97par+HtQ1hxMmVO+Kbcd93/a +cJAh3Z41pcWtj2052GgaXP939Pq+erWYA/0pZWcDj+L5SDsOHk2bH3duMO73 +tCf5nKA/KbkMn2e0hAOll2kRdTfwPORS8n52lVN/jMB6uoyDpBenFKU9sd46 +cLBCa5i9wkqsx44cuMy3iU3eifXaiYMTF68f1UrEeu7Mgdn2Ee8Mr2C9dyHv +57P/ndVd9APLOVhTf+3bqxr0CyvI99/lF7y9Hv3ESg4Sz6lNSfqI/dQqDrrC +5Xoa/dCfrObgfeDeyU6+6F/WcDCjqe1YpTv6G1cyXqP7HRzvhP5nLRnfdWfn +DVuI/mgdB6emUA/XTkf/5MZB8Kfz6+pk0V+5c+Anl6qypBV5PQejuCrrvXfR +n3lwMCDrnMP88+jfNpB8ax333GEz+ruNJH/+5OTEzkY/6MnBRL/AUQVdyF7k +erz/7Lt8Df3jJg6c+5vUz92MftObg7RtT2O1VdGP+nAwgldb7n4b2Zfo0ebt +Z9M3oZ/9j4PKaSMs3g9A/7uZg47yC7VvxOfVbCH5MeO02QIF9M9bOSg8tj++ +0gnZj4Mi3c9psceR/Tk405KS5F2JHMDB0uXzj7mIfj6Qg35Tz/lZiOtJ2zgY +k6arPtULOYjEn0NpYLvYT2wn9VN2g3bydeRgkl+m9BCVV8g7ONC21ytc34Uc +woGG29lOnxGlfRzKQZn5EF/tqcg7OagbUVtGzUMO4+CjUuXVO4uQd3GgyX3s +OL0UeTfJzx2dlsOdkcM5MMwK85oq8h4OrHd9nvRF/Pu9HGjV2a6wsULeR66n +a8ebpUbI+zlY1dAv7a/4fSI4UOAen3JURD7AgZ2FaYHLH7yeSDL+R3RGy9Qh +H+RAbaFJQUgechQHPQ7Ti9l45EMc1J45ZXFWvJ/RHLTE+Pi5ifc7hgOLgFTv +fuJ4xHLwTjt6TeRDHK/DJB7+3g3sjUM+wsE8i8AXQWI/dZTcrxw+/c9w5GMk +Xn7WDp97FOMljuhbfHX3k06Mr3iSvwe6VZtWIR/noLeGWpZ6FePxBAfpSvdt +VYYgnyT328Atcr+z2P9z4B5SaNbvLMb7aRL/Hgm7C8X9yAlEX5TY+s/i87TO +kOsd87rskhnmUyIH/1aayS/Yivl2loP40pl2D09gPp7jIEYvak+M+HzwJFI/ +1pfMuFyJ+X2egy/lIYt9GzD/k8n9qknQ+fMT9SGFg9TmhVHHxef/pnLwebWD +rf8A5DRST7KYi5UDUW8oDp5t7Rr+pT/qEU3GSyv6a3s79kcMB27zIj7GvMP1 +LZYDmSdJ5vK3cH2L4+DFhf7qg1NxfYvnYAhn6P49GPcfCBy0WS0+s8wa56vS +Sb3NfvYlcyTOZ10g+ibzrWB6Aa5nXeTAPno7p2CG61mXiP/4d4Gadgv7ocsc +jLSJrjm0AM/DZ3CwqfD9vmP/ib//R/zUuMKcv0xYH2dxMP/LwJJl1Rv6OJsD +m9CVJ3I9cH4vh4MtA4JbnozF8/xXyPdjDyyK1haf/8/B20c3lVStcf/jNaLv +XzVq9WfielUu0f/mmAEJV3G96joHg9N3nzg/G+cr8zho/Z3352QN1td8DtZp +5tcoKGD/U8DB6+xQV0Px94lvEH/4Y+LLXcHY/xRyUPpq4knnNOx/ioh/KhjQ +MbsC+5+bxO9NT0478xH7n2ISDyqB5373YP9TQvyf32SDDYPQb5Ry4PX1ylkL +afQjZRx0DkgIeTME/cotMp6+9/JaBqKfKSevHzpjM0fsd25zcG51jHboN/RD +FaReCPkHQ2vQL90h12v6KrOnCP3UXeKPFDXNbou/73uPg8tD70w9H4p+7D6p +Z5v0MhcvQf/24H/6EnnsrPj7vA9J/Gpu7+/yEbmS3G+d/besWPSHVaT+dajp +LxSfH/KIAykucLGC+DzYx6Sey7mXRBchV5PxpP/2C1+P/vQJ+f7P9C1u9SI/ +5SDq9qfKBGv0t8+InzT68LdKPG/2nPQbUV9V2x8jv+AgXD0i4bfYv9QQ/2g5 +80WZNfJLDlinJ4vswpFrOVD+cs89IhP5FQeWXeHC6tfIdcTf5+pcuS2J/cNr +DlRiBa38qchvyPdNDH823Rr5LRlP7ZZYhQ3I78jnH1Ja4hmK/J7ojcljQ7VY +5HoOqnrWHJ53BrmB6PvmZxmZqcgfiB4ne84IZ5A/chBhF11E0cifOPiv6uoC +1WTkz8R/eey/0XQC+QsHO7wUfeQikb9y8JIfl344ALmR6I/s6SFeq5CbOBi9 +fZZpqgnyNw7G6SybtVAFuZkDOKf5Y+lvvD8tHEz/bX/52X3kVjJe023uvTyH +/J3kZ+fhu15iP/SDA8WCOU4xusg/iV7vWDFrWTuO3y8O5mT9cKgQ16vaOHj4 +ZvzVHvH8XzvRx5K7O/pPRv5N/IXXZ+phDsZLB/GPwzcP3S0+H6eTg9mzqivn +ifsXu4i+RypxWlcxPv9w0Nh5ccXubozfblJ/BGDXzEPu4eBHfqz1b3+M97+k +H36a9Xmn+LymXg4WJigMUnuA+fOP3N8I/u+oVsyvfjyYzYttPTUUuT8PdE38 +9RfqmI8SPMzd4d6goIf5OoCHT7N+Je4X15cH8nCOs0ryNMV8l+RhsKTJtD+A ++jCIh6ErNTt3GaF+DCbvn96tpq+L+iLFw9Wa/oprJmA/M4SHCRVpMiHjsJ+R +5sFlWGGp3nfUr6E8lMQnefrno77J8HCtUdakbBfq3zDy/h2fD1+fh/o4nAdP +xXv7G35g/yLLw5DUOQNqKNRXOR6UAxnF5WnYv8jzENQ5bkhjG/YvCjxoHVRc +cgawfxnBg/vZJTNnDsPz24o8yM3uHaN/DM+vjeShOm23nMsYnC8bxcMs3xXp +D1J0+ng0eX/pnkPxUgF99UWJh/vfZn97FIvPYx3Dw+2WrlQVBVwPUuYhdlbo +2Lo7uB40lofJOUdbTkfg81tUeOAHmW+QMsJ+RZUH+9aYbaFB2K+M42Gt59JB +x+9ivzKeB6XTRl/1xmC9VeNhzvHBEsUeWI/VeehfMxxSeazXE3jwvVxYPv+z +eP6fh/KbkXIS47E/mciDn/ZIuQuTxef/85AjHV71xAj9giYPe8f1j8i2RT8x +mYeIgMVe/1zQf0zhYWnE8txAV/QnU8l4Kpf/ursW/cs0HtJlZ2cVrkJ/M52H +AoXNz4cuQ/+jxYNe9BY6wBT9kTYP79dxt7Kmo3+awUP+I6t10bLor2byMC7x +/bSb35B1eFj2dn6YYhn6M10e7L61uSwV9+Pp8RDp9Xr3PPH3RvR5OPR2feQ5 +8XzXLB5i5ju/MRWfh2FAxuuw58eO/egnZ/NwflHaH8tR6Dfn8BA6suK6jyfy +XBLva2q/LhXPNxny8GDJQNcPXcjzeKgJaO6UM0G/a8RD57tjpWU7kY3J9fe+ +r28U10tMSL7ENKUHNSHPJ+PrU53opIL+fAEZr52XNoSI/h54OJWt+PP5VmRT +cn3S0pvc45EX8jBymtr04ZnIZjx864mqf3IH2ZyHygkpO9PrkC0Iq1tqxzQh +W/JgvHV2iF878iIy/tL9Zrr8QbbiYXng4i2GIlsTPVqxnFMS/96Gh2fVJ5N+ +NSLbEr3pmeV1/xXyYvL+6ilb0iqQ7Xj4udIzIOwysj0PEuYREWuPIS8h8dl0 +XHrJZuSlJD5ub7rhbIG8jIezn52onUrIDiTeJXtG3/+E99ORh8ylLcVLMpGd +eJCBlcdGBSE78/DPPbBYW9yP6MJD1uOJ1fR3HM/lPCSuenwwlkNewcOF5FMN +v8Xnw6zkIc2pTb1DfF7NKhKv2iN9zTwwnlbzkGB7MlJJ/D2WNeT7rfaee/Y7 +xqcrDzeKTvh3T0Ney4Put62evuJ5xnU86NsW7Bsvng9z46E+Kn+N/QXMB3ce +bh3Zz+tUYP6s50Foz5vavw7zy4OH4KwrdI/4e6sbyP0rGfjI/Qfm50Yeeisy +zf1/Yv56knh41r1lczPmtxcPm18+3ZlYj/m/iYfG587W88XfU/Lm4dfYuU4p +N1A/fEi829xlhqShvviS+xs4af8hSVyf+Y8H6bAIDaMinD/ZzMOKP7lc6Rac +X9nCQ2uw15DC0Tj/spWH4gvVCXfzUP/8eAi7MrL6kDP2G/5Ef/du0U8Vf587 +gIddbNkkny7U10Ae6uIsG2oUcL5oGxkPB8+UtxNxPimIh6lSe4fR7qjf23m4 +dDdSScYP9T2Yh88Lp7vYt+J55R0kPme3mYfZWfXVhxAeThpJcNslg/s4lIeF +S1O9Fofj/NhOou9fjrdUB2N/EcbDCZW3tvevYH+xi4fa5ql3W3nc77CbvP/+ +FKb7FK6vhPPgIdyzuVeE6yt7eLju2/w0Uxvn+/byMHvTzRcHTuN84D7+f79/ +VnG+G+cL9/NQ+kvF0WEl1uMIEq9jhNOdGeL+fxLPGpU2Tb3YT0QSPRuR1146 +Aev9QR4Wc+864k3RD0Tx0LZoacjJ1egXDvGwZ8UBv51+6CeieVB5y43oCEe/ +EcMDHIppKTiEfiSWvO46umv3YfQrh3nIXZKW/jsa/cwRUl8yvRVe7RV//4/c +z/a6xo/+6I+O8ZDHTblUvUp8/h8P7wLr2bXG6K/ieZCdtVbGehT6seM8zPvi +KeP4BfkEGc/9XfULstG/nST3IzS38Wkg+rtTRF8rM178Nwr94Glyf+fa/4vZ +gpzAw8qLqj3apchnSL1ocJKdJ4/+M5GHKwo52Qmrkc/ysDVZPUU/Ffkcydf+ +52va3yMn8fDjr8uF+6roh8+T/Dm1siDNCTmZ1MfyPEkf0W+n8KBpveyzfA5y +KqlfGxwnxNYip/EwllVouN+DTPFQETz1VvmYsj6mSX4nPK/eqovM8HC09Ed8 +iRkyy0Pg6r/9ryxF5ngYYWmRaLoCmSf3Z8V0Z89VyAKpVwteXxq/HDmdxPui +grT/7JEv8PD1VMY1O0C+SOLfpe3HLS3kS6S+bYirfzYC+TKJt8yycwfa8ftn +kHjY3J5X+xg5kwfGftmK1zxyFg/HSl+MOS32Q9mkHlktnDBiEXIOD6k7t49c +Oxz5Cg/+i5YrRj7C+3+V6MnnR3mJh5Gv8bBGzWn0JQvkXB423lDJrhL3w10n +/28xe/coDjmPxK851J5aipzPg0We54gq8fxaAbl/GmZrTacj3yDjr6hxNHc9 +xl8hDzt/hy/yEn//pIiHiwfp0qhcjOebxM+6dt12eYbxXsyDpPrK08ObMB9K +ePgerPKxtRPzpZT407cBhcb/MJ/KeDCtdwsx7MV8u0XqzZvWC1q/MR/LiR9N +nyW77jPm620ebhqo+Y+txnyu4GH6v/zky9cw3+8QP1uU7uR1EvXgLg+Pupap +n9qCenGP6NnvKpfDC7E/uM/D46rgBlMN7A8e8BDwm5awu4569JDoh7aqRqM5 +9geVPHT075107y7qWRUPcSuORKQsQr17xIO8+cFxGjdRDx/z8N/i7wqK61Ev +q0l+ly++PM4Y9fQJyaeJRs9eD0O9fUripfJKR0IW9gPPiH+SYrMfGWM/8Jz4 +pdARf8r3+PfxC+LnzmT2lEov7tP/GpJfLl65FyJxf9hLUq8a/rYeu4XrF7U8 +FO1fFiOk4PzVKxJ/ShUPrV7hfu06oocF9pNT5fC88GsSb4WxSqfHY/16w8MU +7/UO17LR/78lr/vYujcD1r935P/vZ4SE3UX//570R6cXdNO2WD/ryfdV6rol +3Mb62kD87kTtNVWGWH8/8LDaInnEjGqszx+JH/q5z+GBBNbzTzwYVQ+u9pqB +9f4z6Uce1RtzTugHvvBguHXpOT3xPPhX4g+jzQJzjqKfaORh1Iu0mqcU+o0m +0l8pzI4zy0I/8o3cvxN7pl7ORb/SzINlop5s+TX0My0k3lN9hXmX0e+0kvgu +O+FXloR+6DsZX5fwQaMOoF/6QfzdEBe7Jg/x+f9EX9TSdvUaiuf/iX+/lHA+ +Ujx/0Ub0+qdRje9G8fl/pL5+ubn4WKn4/D8Sv/b1l58rox/sIH7rTJ28xhbk +TqJHMODHKnH/UhcPW1bGzN0oif7zD4nv5qn206yRu4m/9bUec+Igcg+5XyWS +Q48UI/8l339CykTJNuReHp63JPV+Vi/r43/E30TrVGnaIPcTYPmO5X45/yH3 +F6D3rMbGvYeQJQRQrNvy5kAK8gABziuE3MzNQh4owP6wsWmyhciSAtgOcqw9 +WIo8SICmlzt2qIg8WIBiW5/F9wuQpQSQOPj88/EM5CEC3GubkxychCwtgHNU +SXTIAeShAry85BF53gtZRoAvdif1ms2Qhwnw0cX712Zl5OEC7HF41zJN7Edk +BTgeGjxU5xqyHPn/p64t0TuR5QVQmnS700Zc71AQ4GgxmO1tx/EZIUBwaEki +pCMrCuA//kNY0krkkQJEbH2icHkA8igB7LSNp0eL++1GC3DH0XyWrRWykgBG +z7/5Kt3G+BpD3k9+28kn4vktZQFWr5uhO1B8fuZYASyPTIz7Kj4vUUWAqJ8l +3eXGGM+qAnh4HT33xgzjfZwASQZb/HYuxHwYL8DOzFW6n+divqgJoGHVCFsn +Yz6pC1BK7z/hMRzzbYIAV04JKaNaMD81BJgdpjf/9W3M34kCPN1le2L4Gczv +SQK4PI7oHbAR81+TXN+xsW1K09HPTxZgt4XkO+cXqB9TBOg/14fWsxef/y9A +/Panh6ILxN//E+DXCIuFGmri7/8JUDZejioPQ/3SIt93cqePSTXqm7YAa/XV +B6xUR/2bIcDWyrqo6me4X3amAIEzF2zdtw71U0eAwZfk1r4oxf1SugIsNl5q +HJyP+3P1BPiupFB7yCGwj/UFWPhh/TXmmWWfns8SII8K8u8eiuvVBgLIRj1O +MEzC5yHMFmB0SeXGR8txP9QcMp708dv1dbj/eK4AMz9vtVVdg/NPhgLk1y4a ++vErzk/NE2Cd+Tg75VSc/zci9+u6iewzB6xnxgLcDsrRNOlFf25Cvt+LIS92 +pmE9nE8+byuvdmM+1ssFAlT3Su8e6Y31FEj+ay541H0J662pAN8+FtYLzViP +FwowRZ7/mTcZ67cZiW8Zv5sVq7G+mwtQXxt+wU/04xYC3FL48MoxE/2BpQC6 +TMNyhUfoHxaR+B6SPGWJ+HvcVgIM8B+8I6MT/Ye1AC+8x16u7Yd+xUaAc3mF +R0L7oZ+xFaBuyqTlRuLzyhYLQO37+PL+B/Q/dkQ/Bu9NfH1H3P9P7q/S+cD4 +ZeinlpDrnZYRejFPPP8vQM4T854zKujPlpHxWlacZBiK7CDAvt3HzvlWIzsK +0COTVCM/Cf2fE8m3uQ/fyIrz1c4CZK7522aTh+wiwEr244T0P8jLBfAL8p03 +ajb60xVEb5Jt6kN8kVcKEFq9MqkkEXkVeb8gy+pXZcirBRhY6PPs+ifkNSTe +v0//aDPgVh+7ClDTHTU/cgzyWgESCs3HuE9FXieAXvqSy0/0kN0EYG+HmdQY +ILsL8EbjoKyv+Pp6gfSj/iHRU5A9BNhA67+ZrYS8gej5VY2sgP7IGwU4q5m7 +feEH/H6eAlwy+FB2sRjZi+TfUckF+aeQNwkw60p7UpAnsrcAnydb0U0zkX0E +0Or4rD79F94/X/L/h6tbzDOR/yP1aKXlZ1sv5M1EH977fHFSQt4iwKRPsfe3 +i/ujtpL7fU9/7b1NyH4CNA847+ojhewvQIa5vF9gmvj8PwHm5z0dO3CO+Pw/ +AYb8mhgeEis+/1+AEwcF+fAUjL8gAXapNtW6pWN8bhdA/evbOT7i/qRgord3 +6j99FZ+XsUMA9638L13x+fIhArh6V50/HYD5ESqA5sRk00B7zJ+dAng+3DRb +Tfx9xzDyeohzYU+zeP5fAIuwqW+8s8Xz/6Qejqq1ub9VPP9P8vlG88KDmuL5 +fwEafzgHDXqBerBXgLFh1nleA7B/30fyz63/wi473E+0XwCrrI7m5CPoryNI +vHlWfDe5jXp0QICl/bWG5LWjXkWSeDHcMOePKvrrgwLQs56/rw1HvYsS4O6n +e5kSeaiHhwSo7Sx/bfcVz/tF/y/+XSdbTML11RgBxty6LZP+CufXYwV48PrT +0Ny/5n36fFiAMMvzH+vG436gI6Rebs9s2FeJz3s9KkDQrytVtWY4n35MgBF7 +nq95PBbnc+KIXph6euqLv/8aL4DJMHd5qVe4/nxcgOhIn2nG+bjf54QAMr1T +QxYcR/98UgDHw/0+qmzE+nVKgGXLIhXfz8D6dlqA+xZtBYmtWP8SBFA7qrFb +2xHr4xkBUmadfaIsYP1MFODY7jt31bqwvp4VQNnjS/CDhViPzwnglqtw5+IB +cf2f6PvB9GSHEqzf5wXoPHpOclk71vdkUq9LnK1M1NEPpJDvU2I6KcMc/UIq +ud5fK5pgHfqJNAH+Wz099agf+g1KgEVLNaYa7UA/QgvwqSbW/VMQ+hdGgKxN +j+izs9DfsALcpPYcaxL9DyfAv1UZZnni+W5egKrlzyvr9oj7/0m9834pp/NB +3P8vQAhvdfuIKfqxC+T7FI87/TwB+aIAycrHNT5/Rb4kwO+ZZgpps9D/XRZg +yz835aYdyBnEL/T0yvLXkDMJc0Gtxc3IWUSvQuw+jx93q4+zSX6fDl+XtQg5 +h+Szj63kBh/kKyT+PuQ8nhKJfJX4YbuPsr8Ska8JsAPObLjOI+cKEJeR+8Qv +A/m6AGlz1MpHiZwnwLQZ/aQ4DjmfvN+49S/UziAXCHAxuKv2wH7kG0Rvoqhp +tZ7IhQJsHKpuP9EMuUiAA19/Gm1WQr5J4j9AbXXxJ7zeYgFmJL8Ln34ZuYSM +n47Tl6ItyKVkfJ5fmnd4CnIZqa8t0XsuiPPvtwR4tvqxmm4UcrkAbSattXNm +IN8m8bRx581XD3E8K8j4PF051Ujc33OHxNOtfle2/8H4uEv8V1S7XtZB5HsC +XG0YKsjKIt8X4OAHj6AAdYy3B6T+Rp6yvjwG4/GhAF8vM65TB2O8VpJ8CtKf +P78R47uK9BOTHV1sxd+vfySAwqz66ux49MOPBZj6t//B2hWYL9VE/7RNK6aP +wnx6QvJP8afNiPuYf08FeKJVMqj/DvTDz4gfcrkos0kV8/U58buqcuuLCjC/ +XwjwMDDlVZgj9ss1RC9+bP9mcg/14SWpvw3bXC3E52vUkvx1WMvKfUd9eSVA +gzDlKi2e36oj+uu4brP0D9Sn1wLoD/+Ufu4B6tcbUr+/+G/rdwHXC9+SeNZI +YTeG4/nudwIcbqqOaj6N8w3vBbCePupAtO22Pq4n17t3o5JlokOf3jYI0FJ0 +fBWdtKuPPwiQHqN3fpNVTB9/JP73nWT0w9e4XvpJAPnr+190y+N+/88CFEot +XGI2Hv3tF+K3Vm7VPauD9eIr6c/sPSsajbCeNAoQoCCTrARYb5qI/roZDh5m +jPXoG+kXrrRuy56B9apZgMcn0ttCh6KfbSH1qiLoQkMI1rtWcr8bTkgME5+3 +9V2AOeXeIQFmWD9/CHCmUedcXBL62Z8kvizXGzS2Yr39JcCaBmZXryHW5zYB +uk4/tnXcifW7nfiJ15kL/XKwvv8m9c/TSeLde6z/HeR+zWpfqiP+vm0nqVev +F9j+HI9+oovowadzlq6j0W/8EWDywYeX5c4gdwuQ2n+e73vxfG0P0Tcj68jk +aOS/AjxvO62i+ge5l/ifkV//m+GBfugf6RffZnwTypH7pcP56worN6mj3+qf +DjcCi26Zb0eWSIeuPSMvqtxCHpAO0UFL+j2SRr83MB1Gh++bY2qDLJkO4859 +W+m8D3lQOuQMnzesLRt5cDo8WMGnDq5DlkqH+gms8q6/yEPSIWRuzDzz0eV9 +LJ0Of4c/PrRkKvLQdCh8tmzd//V03vFc/dEfV4oyshMKaVtRSjI6NET1rYRQ +iCQihYxSUirRQgshq+EOVAiRkIxEw6hQtGRlpqLxe/9+93x+fz4fH+59v8/7 +nNc573HvvbQYWYSCC3r1X4SWIotS8Npp07wMLeQpFORsMBM4PAtZjIKwDxkb +/KYgi1NgnnWcThjA+0tQ0HG+LnesBlmSgseqjT0xSchSFEgVSt075oksTcFl +vx9byrWQZShQz+n67deL9ppKAdR8yb+dgixLQbpyrLcfbz18GrGn/fvWkRHe ++X/S3vXap8yvIMtT8PVEQG6kJrICBc7nyvx6innn/ylg1a4fCTXnnf+n4JuN +pnpwLfqLIgUflzUcFFyPrET6Z2zXEHsK/U2ZgiyRK+P+uKE/zqRAqzl3a8IK +rF9VKOg8HH7gkxD67ywKxKOaIuAp+vtsCmb12qyazdtfmUNB/0npywIaWK/O +pWCNYE6MM+/96vMoiC5/ufO+G8bbfArGH3/4NuwXxuMCCqx6G47bHcd4VaXg +SWeOZT4/xrMaBUsFt0js/I3zWXUKtl2rrbv5Cee7GhR0R7zScCnB+bAmBdYT +ZUqfXMTzIAspkDu5ReDfdjwPokXB9k0W1aEGuN6rTUHJHNPYyDt4/mMRBcLX +B/cmKOD8fTEF3tc9PlmM4vPAOhTYTXK1rSz34ngJBfHHpj3aetCV08+l5P+b +zvP19uH+ny4Fa399/yGvhOu5yyi4+3jDjkml+HyvHgW9Z2+v0+S9r2M5BRMf +nXIP/on6rk/BVLfAskF9XP8woKD+yQRDzUBcHzGk4KL11MQeGs9rGFGw2Cao +p7sBz2usoMAy1t7ffxTzD1BAJ32rexOK9aYxBYMap9pCee9XMqHg0lzt5LfH +MN+tpGB9ZYfzmu9Yb64i/St9I7JoB+bL1RQ4XO+zFS7FfLqGAqf2HdIr5TH/ +mlIwU+D55g1uWF+upWDTlilsMo352oyC6aJDwQ8+Yj43p8Dw3Rph0UmY/9dR +sD+tIEA5Bnk9BW9Xxg81z8R6YgMFSksM8ibeQP6PjMdWFxfXmbz9fwri0iQl +qq7w9v8pGP16ae/YBKxvNpPxMZ306pkHsgUFonBom9RT5C0UzLHt/p6sgvWU +JQWNfrODLHyQrShYpFH9kK8A2Zr0L3Mo5cwv5K0U+A+9mNegVc6xDQVuCWcP +lToi21KgvUt8gsEpZDvi//JL/DXSkLdR8A+0m07mI28nevM66KzuE2R7CvST +NFyWVSM7kHgR6Lp2rBzZkYIVAV1fxfKQd5D4tf8Q9DEZ2YnwlyoBvlBkZwp8 +T6YWem5D3kn6P9hjpaOG7EL064i06K5B7N8uor+PU6+L30F2pSB199ja9buR +d1MguEG3WEsG2Y0CIe0u9bcFaF934s/F3fPdbJD3kPywUjTzTy+OlwcFu8Y3 +S5Xw1ms9KTDdOv138zjkvRQkH05ZF8SbT3gRvWoKVKj7wTv/T/R1r8hNITfe ++X8KNh9R965MwXrSm9i34QCo8p4v8KGgJbBh3j1l9E9fCsRiTq5tr0F/PkDB +WNOQ/rK9WE/6EX2NOjUE49H//SkozZMLCj+L9WMABZFWDjVpIhg/gRQsGZ95 +UTUU4+0gsceQ12huP8bjIQq6XvV5dFlh/RhE4mmuV/pLV5w/HqYg8InVq/tS +uD9zhPjbn10lzfdQD4JJe7+ru8evRb04SvTk2Y179q9QT0IoWL79wT8JGs83 +HKNA5srYJLlkXB89TsG8sm1qHrL4vvRQCurUOr023T/C8Qmi7618TEPsIo5P +UpBwd2HOTq8gTg9PUaAQ/F7BeTy+TyGMjJegXbnzLHwe9DQFDw5aemuuwPWA +cBKPlP6c6tu4XhBB6oENq5uq1VC/z1AQXiKlqXAL9f0s8Qfbb61GclgPnqPg +1eNSscIQrAfPU1B8KWD8FN5+4gUST/aPmr9LY76JJPG9zdjIIRvXS6IoeGM3 +vDl6HearaDK+ZYlCbW+w/rtIgf1U26AYB8x3l0j+ldKeIf4G8+Flcn0XC5Xr +azFfXiH5e3lacTKD+fQqBWrdPoGBEzD/xlDwRW/H4se886KxFHi2yZUm8N4f +Gkf6c+haQIgDb/+f5E+TAzFz+3j7/xQUPJ+xYkMg1gcJFAybPTqc/Yu3/0/q +j2krApV8sd64TsHtY+fOWvLW55Io+CvQ4TJjA9YvyRTsfLRDzpRFTiH6dH1s +bcoErJdSSb3gZraIfwtyGgW6cVFPjWOQbxB/WbLytV498k0Kcn9M+lct8ITj +WxRsTRdpfr0Q+TYFn0cip6zbiJxOwS1myhbRXcgU0bcLTafEvJFp0p6wyPzV +vsgMBSvLJ+ve9kBmST0QcilysR1yBgVPi6+lfjVCzqTA1Vn8eo0cchYFVXxX +BDu7sL13iH4zM/LW3UW+S/Thn8gHgf3I98j4vlQX1p6NnE3B2TmRkz/Xor1y +iF6lGv8x3o+cS/TO74apxyTk+xQsbDAMPX0V7Z9HgdfMQv/yGcj5FHio3hC0 +uIbjV0DyZWXfAmdx5AcUfAr4W6txBMe/kNR3A3kv+3nPxxZRcH7iv09dRsgP +yfj2P/nycD76WzEFbcU2imrl6I+PSHs0RG5n8r7PWkLia6X65a/16M+lRL8s +Vl4MNEN/LyPxHeSTOekub/+fjIfALLG1Yrz9fwrW2SWy3U688/8UaLgKTcmg +sJ6roODqrv3D/3XhemMlBbEP1GfPXYn1XBUFwV8dXMNS8HnFauKv0Vuatw/j +fPApqdecppw1W47zxRoKQo0POvd1Y/32jNQzwVL9Cy2wfqsl9flQ7dRQKzwv +VUeBRezkFo9PRzl+TsFGN7a2URPP576gQHWx7fD2btS3lxS86I79reKJzw++ +Ir9Pstzl0ov1Wj0FU8qFGo0S8P0rDUSPJlulCM7E82SNRP9GlqSr9PCe/yf+ +GedZuCAD5/evSfuOdNvY7ML67A2pVz+Hh40Iot6/JfE93lddphHzQTMFfvmn +ctXiMV+0kOs9jw/fYYv5pJWCPtvR5a0iWI+9I/oyVXa0Ngfz0XsKzkT9/OH6 +/9//o0B+buKzt5+wHmsn9r1R2O7ijvnvA5kvCVc9XdWG+fEjsYelUbNjGu/9 +/2T8650cxTdjvv1M4k2i5XYLb7/0C5nvTCh5vJ93nrSDggXx7iaH52J+/0rs +f2SR413efnInmQ+I3teqXoz1QRfx54TtNcEMcjcFrede772ggPVHDwXTfvfH +F4cg95L4O1q+qakZ+RvxdyMx8VT1Jxz3kfbqlUkM+yD3k3zjKmuXlIE8QPxb +trTh+HvkQQrMfkf4Bk2s4HiI9GeTnf4+ZeRhou/PgpzXaiF/J/W20WuHER3k +EQokQ4a+79VE/kFBmVvsuvTpyD8pmN17sOfWP7zfL6K/Ze8bvZqQRyng678U +MikNeYz4R3bG2xO7kH9TIHL/5+ZfCsh/KEhrnP0spAL7/5cCW+Xzt/XdkP8R +e37tztj4F+3JR4Ol2kmxr+HI42joWJ+5eYkw8ngarn3NWL33OG//n4bVq/v6 +q/twPCfQcECuKuj8FuSJ5P9bAqb9YXH8BWhwlQvr3PEP/UWQBmpDyKdJvP3v +STQ8OnTbNUoc/WsyDTLHx+YMhGC9JURD/2zB7V3t6K/CNEjb6fUY6WC9JULD +F1Pd4bxA9HdRGpZua/dTzcJ4mELDzynaY57NGC9iNJRWfVriNIbxJE6D84Z7 +sd/EMd4kaGg4IdQ/cTnGoyQNSneXys02xniVouG/89GKqnoYz9I0vL8pdVR6 +Nu4/y9BwtkA5+4Ug1lNTaTgn0dPrnoPnQ2VpuHrs9WxdCtfbptEwW1Ox74vN +bo7laBjdlZWzRsKf0yN5GoTvuZXUduL6mgJhZ6tgK2fcL5lOQ9dM451mlah/ +M2jY629roxuF+qhIg9VIUdWyXHw+QomGOXESfnwvcL6sTEPWvkMmbu+xXppJ +w8cqnzc3+7BeUqFhnMG0o2YdWC/NIuPrkSoXyXt/xWwaVvRvUfPJx3wwh4bs +/C3QHYX5Yi4Nh3VrDo/Z897/R4PucPuC29Mx/8ynyfzdBX7X4PrDAhq8PdMD +/3+/TZWGJQbasr68952rEXtN33/Vlrf+oU7DjjrvwHX+mB81aJAQibBvm4X5 +VJOGg8rF67IrkBfS8OTCq8+7nTAfa9EwUvXyZlI/sjYNTYrO8pP9ML8voqFA +JFBy8zfkxTSs0/Zs1tiO9YMOse8h7b12D5GXkPF9pxN3VbqC46U0xIyr1mcc +kHXJ+PoJb9sVj7yMhpMee7ZeeYasR0PfADtZbhB5OQ3zXVU/PZtcybE+De5e +T8TipZENaCj8eP+ktySyIQ2fY7fMWcmPbETDQINGhUgHXm8FDTMKP5m9KEIG +GipL1RPjwpCNaaCFZF4cXIVsQoObQrtY2DD2byXpz4T6tParyKtoqO7oH8jU +RF5NQ1l2/F6lfLTXGuJP9wouu+gim9JgV7KmrSAd7b2W2G+Z+S0XcWQzEs/O +j8Vp3n64OYln9zeDrQ9wfNfRcDsxMXvLOOT1NKi9W6HmboD+sIGG6Zc1fI/t +RX/5j4Z5XVcihFV57/+jYc/Q6PlqV/S/TSTeK9qzF0Sjf26mwSmRv3wGi/5r +QQPfgyUKN/PQv7fQIHZht2ZNDvq/JQ0TrYQkU3nv47Si4RVFd64Jx/ixpuH0 +wpj7eWVY32ylIT9s4LeSE9Y3NjQcPX8pUK0X5ze25H61/7lv2oPzHzsaTqz5 +uE05F88fbqPBuLitvTcU90e307D/54e9L0VwPd6ehql7W9ccW4rvn3OgwZ52 +aMpMR71xpCE6NbLrQjI+H7uDxN+rh1KJHbje5ERDkFL0+JeRWL84E31WsJwy +cw7OJ3fSoDd9/WrRDJxvutDg6+053e8SriftokH7SvPDsCrUV1cyPq6H5/QO +887/k3wzqyF0qwzOh92Iv63atfcI7/1Q7jTY7o1KlNdCvd9Dw8w1fI/75/Ge +/6choWgfVIphvvAk/pecf3CZL+aTvUQPbwUcdbLizf9pGOteVFyngflpHw2i +S+tSfo4h7yfjtf/5U+tizG/eNAR/8tmzJwDznw8NAi7yifmzMH/60nBXxrHs +eRnyARpEzm+sMNmK+dePhjcZvn7prcj+NPBPnFN2wxrzfQANXgIqsm0lyIGk +PS1wYZJSJccHaTi1SdG4aS/yIaKXlVYBIhnIQSSeV23v2P8e+TANi6O9OxrG +VXF8hIaNc0sTZGSQg4meyRfNk5JDPkr0YX1tcYEocggNIHvk3bghvN4xGmRl +5C07KpGPk/EQVnX0vYAcSoPhyMCD+2uQT5D8WtTL1H3D/pykQUPr0Li2MORT +5PeNelKykshhNJhsLC9kzqF9TpP8oXX2vw+jaM9wGlIXCgWNt0OOoMHFJcTQ +icbxOEPy247ND7b14XidpWHl4H1FG149eY6GfcsX7Cnnvc/gPA1JfUWmCvvQ +Hy7QkFuy5PmbY7zn/0k8wOMESSne8//EH6Ssf/mKor9FE3+N7TkgOMx7/x8N +ysfOHBeuxHrjEg1/PkyOq4nAeuMyDaq/CyLSDNHfr9CglbEl71c71hdXaai9 +fvTG4UGsL2JoOO9tI/Z+MtYXsTRUDF3euEAU12viSDw7xE379Re/D3SNhiMr +P06XqcT1mXga3oU889z4E+M7gdjXrrHn/nQLjhOJnp2d8jUxBN/XdZ3kp2Wv +C3an4v5cEskvtcfbMviwfkimwdEg+83N+Xg+OoWGofvCFjqmuP+WSvJXTKZM +tA3qWRoNL3YHWFMM6t0NGhbs2pwkNAvnfzdpCLmWOpB/DueHt4jed61oFenG +/YHbNEQoPM2z10P9TSf53DWgRDQA9ZmiQeFjvfGpFNRvmtQDmXlvp7eivjM0 +VD218Ld4h/rPkvGd8FNifj3mhwyST7raxb8WYT7JpCFvae6Nj3GYb7JIPfCo +39Z3D2/+T0NkjWT0DzXMZ3dpaDSWF3/zDvkeDdsv390ffhzzYzYN1lMvpYRO +xXybQ+qfC8+2ro9DzqXh+J5Sfx/RKo7vk3zm43Tswj7kPBoWfQz9YfoIOZ+0 +z39q9rp/yAU0zJ0ZY2ytXs3xAxqEbJMXLDRFLqThULa8IbURuYgGzbWaL2+t +Rn5IQ+bFrX+kFyAX0/B0z6LS7l94/Uckn+h5L1uch1xC+nfTkf63E7mUjH9n +S4bPH+xPGcmf6ww1HpxAfkzq4Zo17jKjaI9yoleri39W2yM/oeFYZWL2oiy0 +XwXx3/DbSVkDaO9KUl8eVq/KUUGuosFirbzMo5U4PtXEnu5JInZWOH5PaXid +c+KavA2Obw3Ra6PxFWnrcfyfEX8Z3WdzazH6Ry2pJ1mFf3kKWF/W0RD+cE2j +ZB7623Ni72zNrDFDzPcvSHzft9acl4n++pKGm56K0ttF0Z9fkXwZ/nGhrx36 +ez2JF+1he0YLn39qoMEzMqDkdxTW240kfl8qt35pwXzeRPozw2TKfDV8/8Nr +GrbUyctI8b438obMHxQ/1ARuwefB3tKQkrnAixLG+G6modn2+fz2Olx/aKEh +Uaf63yoz3v4/DZdDzAydVPC8wDuSL+qCXAu+Yb5+T8P15lKHD5aoR200tK3q +vBg0D/WqnYbB3nK7jh7Usw9kfEwPTetMwfz8kcw/hrpbzE157/+nYZlgn9r7 +Jlwv+Ezy2wp1B+N03vf/iP47H59/4S3qbwep/yruG9X/RX3+SvTkonSuFG8/ +oJOGK8dMNtpOR/3vIvXxB2PrAinMF91EPzy++FmPIvfQ4L9HIdqmDvNLL8nH +SdVRP6IwP30j9cOm6eoBxpjv+ki9+8EzaX4rcj/Jn9MX7vdwqeZ4gMRrrNq0 +jEbkQRp8vlvnei1+yvEQGQ+RHyn6h5CHSf4cjZmQTSF/J/2pcdh2+jHyCImX +gYiJQRXIP4j9FcoSdtxD/knqCcfRncqnkX8R/zaYH5O9GnmUxPvMc4WqPdie +MRqMbvrXpgYh/yb2jqC8LIexP39I/Jp7jZ6wRv5Lw1rzr5eiUtAe/0g9bBKi +3PUa7cXHwMmtYfMkefYcx4Cbit+9JAHk8Qz0iR2QhH84PvwMTDzueob9xDv/ +z4CKylW+/Pu8+T8DBrlzj606yJv/M3DEWLJqJe/7lIIMWD245BhwFfPrJAbe +NZUIhRZhfp3MwIubfYXDlVgfCpH27bRN1ClE/xRmIKSVVa2IRf8VYcBL+EHV +lUr0b1EGLFoWNQ4Y4Px8CgNp7fxZAeqYP8UYiLo/96dvNp5/EWdgNFfkFuuP +z2NKMKAx9Eo2SRaf35FkwD0i3Pq+Pq4nSjEgcmhkZY0P7h9LMyBhLv1gvxHm +RxkGFoslWfuN4nx6KgN671Ip2ITzA1kGbD47WSteRn2ZxoCU6fJBqhL1R44B +8cF2/scduB4rT+yvcstqUx/mPwUG+t+NHJ3pxdv/Z2DNen/9ugbUwxnEHjkj +NfoaqJ+KDKjPSN3x2wf1VYmBLGlhl7s3UI+VGfjviq+g6GPU65kMVAVLFlTX +oL6rMDDfhr5e8BDzwSwGnmZJ/C2KwXwymwETjXHJVbZPOZ7DQNGee4s6+Go4 +nstAoM/dsKXnkOcxkLHOpuXbH+T5DIzl7x6/w+IZxwsYiJTSOzIUjqzKQLnw +SIRGGrIaAwv1rOQykpDVGdD94ZqmfRRZg4GuZaN/olYgaxJ/dFz4+0k73m8h +Aw+DukQ7diFrMcBf/OLevBpsvzYDMwJSW1qlkReR3+eVzAoG7O9iBpqlPvfH +b0R76DCwR/xPwDcTtNcSBoau7IxZo8Cb/zMwberluJg3aH9d4h+byp6OBOP4 +LCP2SMoaiRLB/KbHwMVPe/LzeO+rXM7A3LgJ+9inOP76DMQtmrm5ww39w4D4 +q8Gfky4fsJ4yZODwVW2BRH2cnxoxcNd8V4JhIOarFcTe3mJNS5bh+g8w4Gk0 +1WS/Na4XGTPgvLLj3a+buL5kwkCJ5eb4m8X4fMNKEg//6eeYPMPvSa4i/Ztl +dumsOT5fsZr87rO34Y4l1q9rGDDf9Y5eEojn20wZ+FUTvlqjDOeHaxn4cmrV +p5oCzDdmDKyeb9W/OBH1wJyBBBEf6jpvP3YdA5/GKoYoIdSX9eT6KQI7Gup4 +z/8z8Hm2g1roMdSr/xhgpvHZ+s1APdvIAJW1+/nhZNS/TQwEj16zOCKMermZ +AX22xWu/LeqrBWmfsoGvWzjq8RYGLnfetLoYW8OxJRlPo4gow9PPOLZioNN8 +10j9llqOrRlwkt64s3sUeSsDFblHPfQO13FsQ/TRtfZ9UiOyLQO9kWfir054 +zrEdAz7v7vVdmIy8jYFV5z6ZvRvCv99O/HkuDAnSyPYMLCgqUvRahuxArp/6 +xF02Hu/vSOIBps81bsT27mDgNlQF7ujA/jgRvazQWD7rOfbXmYHvc70v7o9C +e+xkQHnrOGt3dbSXC4k/+5rJbiloz10MqGrqZvJ9x/ztSvT+zbA231ze/j8D +fKKGER66OF5uDBhe0IoIVsP84E78490nypL3Pds9DBj/EOGfdwbzgQcD6YY7 +Hyh9QP/xZCDoavOpC/N5z/8zsDZhWPjfRlyP9WLgfsHZ4+0X8LzNPvL7Zv0q +C3k8r7OfASWlM5+jDLAe8yZ6oxO7ZYoj7jf5kPsfTD1ryfteiy8Dp6yi9zzi +fY/zAAPHYoq6PvDeR+XHwO7sacllvPUmfwYOObtfXNSP8RzAgI6LSqybDsZ/ +IAMHdq+IknRAPT5I9PpydOBGd9STQ8Tezn8MrSxQf4IY2P5Q+kyADOrXYQa8 +A9puaWai3h1hYJm1237F6XUcBzPw5PGP2+fVn3N8lIGYxNiUhDvIISS/is6z +/6TwguNjJH+qzsnR3IN8nIynUWfIvmvIocT/7ww8LctAPsGA38e9A36pyCdJ +/FW/O893EPkUsW/ERVOJhchhDAzoH958phzvf5rY41dRWbgBcjgZr6rLRmXz +sf0RDNQkuEuZXsP+nWFgc1iFy/KXqM9nGai81padXYd6fI7Y707tN/MrqL/n +Gbh2pfalGO/84AUG4isPHbp4BvNlJAMBc5lnZaE4XlEMCLbYyYxLxnwcTeLv +sHt4QyDm74tE72b+HdFRx/W7SyS/f2QnjpPE862XGZgicOxRS7Ep529XSH8e +3DZ+9gGfz73KgEBV7OCJaDyfFcPAJu2WmMfRWN/EMjC5z8rGZg2uf8WR+Mra +9sehC+PjGgMRbnHSy2UxnuJJe2eEXOqeifGXwMBe0+pFyeMxXhPJ+CW2yMXd +wfi+zsCSza31evNQH5IYSFY1njYlA/UlmeTf71Jjl9JecJxC2j9prnaT70uO +Uxlo9deNzZ32iuM0Ys830ZHbI5FvEP3j+7pp9WvkmwyIDhVuWfcN+RYDZrnm +iXefI99mYORleMPiYOR0BnZ9m/5DYATvR5H64nN0ZK8uMk38SWLPOoNV2D6G +gZ/K45I/KmD7WVKfPZoj2heC+pbBwD2L7EIPN7RHJgPhzvb9U4cxH2QRewu1 +vNRU453/ZyD0xUHBu+qYb+6Seqhd75TJUTz/do+Bt8bnLz3jvc81m4EJm96p +jMvH9wnmMFBXrqYzMw/9IZeBWBX3koWeqB/3if+2Dcs0qKBe5DHgO2wo+qIJ +9SH/f+vnziqnANSDAgbOzz+++nYrb/7PQP34BKrtRy3HhSTffz2TkmCL8VXE +gKLG55GLf19y/JCB2paga/VO9RwXM/DjjMXhpkMNHD8i/v+h/fkD40aOSxiw +9HK7H5SJXEryuX67mspD5DIGhFsPXRnvjvyY+POCZ6P9DF6vnNTn6o9iDp7G ++z0h+a6/KHrqb2xPBfE3iXtdTkLY3kqSPxX3PA7dj/FdReyT5iqoII/6V03q +m94YZgPvebunDETzu/9Vssb1+Bqi50ZvFPnnYv3yjOTvs+ZPpT/g8z21DGxT +Of+8xwDP49cRvTmkJa//AuPpOYmfkqDIreUYPy9IPdGta65rhvnyJQP7ptRf +lpJB/3tF5jvK56O/xtVzXM/A2WbX778SGjluIP0bMRg3f9JrjhtJfWd/ztLx +CXITA41KYk+zqpBfk/ogsmTTHt7fvyH1TY6bhMpRvN5bBq4aXQlK0cb7NTPw ++s1b6VQ19P8WBtp8bOS9x2O+bmVAzaE5vSYB8+s74h+aNdTIJ8yX7xkYlJEW +HpiI3yttYyCxVDgyPwH1rZ3Um/0pIudlsR79wMB4fq9Tiy+j3n4k9afSpQfS ++3D8PpH8u6iPf5EZjvdnBq6MvdL6poX+8YWBOZGTFm2a3MRxB8lH1zws/pXi +71+Jvz36ljjbAf2nk4EUh8TT27vRX7pIPfogWFlOFvNBN9GDg1/qRVoxPnrI +fDHdUmLQGNdzehl4yX/FN8z1OsffyPi0dl7kv4fzwT4GXqU27rTXwflnP7l+ +eW+apBVv/58B7fatBxM8UC8HGfgTnBX33yrUlyHyu8vIzlwDtP8wqcdm3Th8 +YxrydwYUWuiVL6pQX0eIPj6NOh8awpv/MyCtc639zh2sj36S+vx9SoBhCrbn +FwM7TrkcVT2B9fIo0RuduhmL4k25/oyR/i2Mk3bbjufdfpO/13BzUbREPflD +6mfzGzf0hnjn/xlw8L+eCdqY//4x0J3qqaNWivbjY+HzLVkVyzTkcSx037Ew ++TKM9cl4FqIv1pyT78Hr8bNwI89E1igT7T2BBavIWH/beXi+ZyIL2qxBV5wo +Pt8hwAKrOf7UzWb83oQgCwXVRc8X8uN4TGLhfEzY/RPx6J+TWUifaaIjuR7X +14VY0D0+Ie5OFW//nwVR/SNpIn+wPhRhQfGhceuDUfxdlIWzVpEtGf/w/6ew +cGT3moJGd97+PwsdK4Obr9ujfcVZ8J75sKwyBZ8Xl2DhvdnVbH9PPP8jyUIS +/9zRfVPw/LcUC2+CLylNUkG9kWahaXdoQlIg7/t/LKx9dPRj+lnU+6ksLOxp +dqc6cP4ly0LCm1mnJ75AnsbCnP+yjnbvxr+XYyHtfaGRUDleT56F215PUiXE +cX9QgYVbqqVru29hfpnOwsOuWxsPdeJ59Bks/HXKT1Crxed3FIm933/8wK+F +5w+UWJi75P26g1fxvJIyC5H+Sy3uOeN+30wWhpxCq6yzcP6mwsK7FSapApo4 +XrNYyHIIcNj7E58/ms3C8pzwCi9zrLfnEH/IObIjuAfPP8xloVebTzmpAO8/ +j4X1ayLFZK/j/HE+C4Pyy/kFPv99+H+8gAUBiaoDn5Vxv0KVBcHVH2/EZ+B+ +pxoLDe6VGQJeOD9VZ+GPYKl3gSDaQ4MFT8lzSy7uxO8/a7Iwce7seL0r+PtC +Fjbtr0z53ozrOVoswDM/x7FI3A/RZsH3F2sysBHPqy5i4Rz92vjAihCOF7Nw +ZmNvSdcZfB+wDgt1bJzIpDQvrj9LWAibLir+uvgYx0tZ2FnBt/1EVjjHuizM +t34lXzQF3zewjIWM0K3KSvU4P9FjYaxutedYCfJyFkpLcjX/teD5M30WfNal +nhGSj+DYgIWVW4sFDEvRnoYs2FI/zrW24ftkjMj97gktLJPF73GuYGGc/6J4 +eQkrrv3AgtZISpj5YR+OjVl4VP0or8IQ95NNWKj0CHsw6IfjsZKF/PtDdaMx +6G+rWNDcrbt58nh8P9lqEj95qyykn+H62RoWfpYuO6+4GL+fbUr479nT0oJ4 +PngtC64uDhqnluH9zcj4D/RmPjrpxLE5C/Ij3tO3patw7V/HQk2mzttAfd77 +/8nv9z4mnzbB9bsNLDgfEXtRc8WP4/+Ifx72Vbr/Bu2xkQUlvwaxmh/4vdJN +ZHyrrgsnT0LezIKhq4hnqJk/xxYsyKRKRubI4Ps6t7CQOKojIlfgzrEliY91 +ZU6Ku7dzbMVCqNk2lyO7dTi2ZiHGu/DlVHYT15+tLOiIuJsuysH+2bBQ+FRK +LX3UjWNbFsTcCmrMKvZybMfC9PEF174N7uN4Gwv9fHUq1meQt7MgWTsxMqHW +k2N7oje3NPZHqeD1HEi8xPOVFU925tiRBebRcZc4TWuOdxB7hwROOCG9gmMn +Mp6f8xfXz17Gtd+ZjM/kpYWDK3A/cSfRw3Gezz/IYH9dSLxtnrlk+KgTx7tY +MOr47DJ/G/qbKwsuHhMjrOOQdxN7de7Lt7TD8XNjYd+M2ttMmiPH7iyoPnzR +a37NhuM9RO/OJtUUrd3EsQeJz/9WPAhONOTYk+it2+4IFUUZrv17WZitHfAq +PtiEYy8WcqUyJp+4s5HjfaS9otGKzwuw/tnPgsa1rt2CNH6f1psFStpkVCjW +hmMfFq4Wq2vsi8fffVlYd09i3+M+/P8DJP4d157c3Ynj60f8o6LNIe4z5mt/ +cj/rM7bLfutxHMDCrA+yMw7IinMcSOxxyfVvhqcW15+D5HeJ3vwvP4DjQywU +ZeUJ9ebifDKIhVeqFx1vyeP7ow6z0BhtDXL/NnB8hIVvR9ROn/FFDmbhheEM +xVU55hwfZeH1jZH5qvPWcBzCwoG4TaXLTPF+x1gI+e23PmD1Yo6Ps9C2sESB +spjKcSiJjyGVPJnqGVz7T5D/N7js+719EccniX+J3XYc+6PP8SkWhB+4NhTO +MuY4jIWe2HRLeITjc5r4U5Vy4NMG5HCid8+WfJAOxb+PIPbT/1U0+teQ4zMs +/NI9eil+gS7HZ4k+PTRudN2hyfE5kj9nqau+lFTg+DwLzcJFb8e/GjH6P77A +wiLtdyeHYmZy/Ylk4Zh6/L9z+RocR7Hw6bqL/mpe/6NZSJlqG2lXv4Tji6Re +orXWTglZyvElFp48qOPz3om/X2bhhOHSloP5+DzEFRJ/WeLrOmi8/lXSn/hZ +X62Xz+Y4hujRw8E/u3qkOI4l/pz0LPlHWimXD+NYmFZ5Lj8mTIrrzzUWujIm +FM17PpPjeBbMBC43jRuax3ECCyVab0O3v1PjOJG01zW8tOeABsfXWThtPmHS +zkp1jpNYOKV3osZOWpXjZBYMpmQpXcydw3EKiTe/lYXL5ihznEryZVpei1El +tieN2LPiao1L7RjX3hukntD1zy1rHObsfZOFST7yr1tYMa5/t0j9NDm97azJ +NI5vsxCxUu6tP78ix+ksfG9/sqlgvzLHFAvthVX9G3hMs2C5bPopPQP8e4aF +suGx0wP2chyzpD5dliwi8lKS4wyS3y4GSE87IMBxJtGjc7b/ir93cu3LYuHS +85je5d8HuPbfYWGPnOOC+pcCXP/ukvqzXbPxtLgEx/dIvEUIiD5XQr3JJnq9 +10px+h5ZjnNIfTEpXcn6K3Iuse/9ghdvcqdyfJ+FwzXMdntxaY7zSHu1ZqUN +r0E9yGdBuTpreXmAIMcFLCjkPJpTtw3t+4AFvu377Wza33NcyILH4oTvd6I+ +cv0pIvHzzT5pdvZPjh8Sf6t5UDJnaBzX/2IW9qqFp9l5TOT4EemPg9R/k1i0 +Twnxr9j+rS21+HspCyMr87d6TeHnuIwFKR3lfaWRf7jrP2ahfDgNClsHOS5n +YerAyGmJ0WaOn5D8ZJ6wdYdxPdfeClKPNYqnHtrZz3ElsU/iRudmrVGOq0g+ +upN3Q+IbH9f/ahbss7rD/zvKz/FTFjIvjF9ikjOB4xpS35c+PNJ5CfkZC/cW +VEw+aoB/X8tCssNAruZ7vF4dC0uO8mfNPIr2fE70y/vVvvcWwxy/IPXkhwu+ +3mwnxy+J3shGzTpzopHjV6Re3bI0z1chnetfPQtyup5rJg40cdxA8sGvIFmx +7TgejSxYuBXIeXl2cNzEwsnQ2c5Llb9y/JqFTlrkVnTmZ47fkP64UN5lEW0c +v2Uh9Vhr1fq4lxw3s2AjMjgv/dFljltY+E9R2maC0guufa1kvIwzVDWYdo7f +sfDskGBU7ij25z2ZH40eVSr0Q/u3kfoo7E/UPqEhjttZWOFrkjEnHu3xgYWt +q8dMb838zvFHFkz/W3C14Cb+/omFeUWOF8PN8P8/E/v39k54sxTj6QvRD0HF +0i7zXo47yHwv6kthQEoHx1+J/W16cx17sL2dxP6H/XbdXfiG4y7SfxMpL0vB +5xx3E73oDCve017CcQ+ZT0i2lBycfYfjXjLftD1/J60gmeNvRC/izC5X7L7B +cR+pt+Xa00OzcjjuJ/m/54u3r9JjjgeIvhlNvBo4Fe83yMKakwM3277h+A+R +9goOzjjE/47jYVK/vfx71XrnB46/k/a1KH+0dvjM8QgZr9yk9LMl2N8fRN/L +9pVYeuB4/CT9FckVeGrexfEvMr/SE6KuOyKPshCfkxL+Iw//fowFJ433SzJ9 +vnL8m8wnd+7/vu7uF47/EP388zwuIvUTx39JvrbmozwOYPv+kfo7Tftd6OY2 +jvkywDdnF1te3sLxuAxQcsjvzoxG+4/PgJ+VdrqGek0c82fA6Q1h32LqGzie +kAGujmeMrT2QJ2bAQ+OtwnX9yAIZUNKgHWFtiv8vmAFpLcITpVbh9SdlQNDk +z06r7jU//B+M8/yE + "]]}}, + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[ + NCache[ + Rational[1, 360], 0.002777777777777778]], AbsoluteThickness[1.6]}, { + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[ + NCache[ + Rational[1, 360], 0.002777777777777778]], AbsoluteThickness[ + 1.6]}, {}}, { + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[ + NCache[ + Rational[1, 360], 0.002777777777777778]], AbsoluteThickness[ + 1.6]}, {}}}, {{}, {}}}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->{True, True}, + AxesLabel->{None, None}, + AxesOrigin->{0, 0}, + DisplayFunction->Identity, + Frame->{{True, True}, {True, True}}, + FrameLabel->{{ + FormBox["\"Re[r h]/ M\"", TraditionalForm], None}, { + FormBox["\"t/M\"", TraditionalForm], None}}, + FrameStyle->Directive[ + GrayLevel[0], + Dashing[{0, Small}], 16], + FrameTicks->{{Automatic, Automatic}, {Automatic, Automatic}}, + GridLines->{None, None}, + GridLinesStyle->Directive[ + GrayLevel[0.5, 0.4]], + ImageSize->Large, + Method->{ + "OptimizePlotMarkers" -> True, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}}, + PlotRange->{{-107.867433368149, 3844.132566631851}, {-0.3599434364898591, + 0.3873102171896766}}, + PlotRangeClipping->True, + PlotRangePadding->{{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.05], + Scaled[0.05]}}, + Ticks->{Automatic, Automatic}]], "Output", + CellChangeTimes->{{3.800539368455718*^9, 3.800539399885253*^9}, { + 3.800539758113948*^9, 3.8005398068218193`*^9}, {3.8005400587940207`*^9, + 3.800540079779191*^9}, 3.8006102057257357`*^9}, + CellLabel->"Out[55]=",ExpressionUUID->"07fc8fbf-6667-4b3b-894b-a21b4ff0d9fe"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"ListLinePlot", "[", + RowBox[{ + RowBox[{ + RowBox[{"Re", "@", + RowBox[{"sxsrhs", "[", + RowBox[{"[", "1", "]"}], "]"}]}], "/.", + RowBox[{ + RowBox[{"{", + RowBox[{"xx_", ",", "yy_"}], "}"}], "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{ + RowBox[{"tPhys", "[", + RowBox[{"xx", ",", "70"}], "]"}], "/", "100"}], ",", + RowBox[{"yy", "*", + RowBox[{"10", "^", + RowBox[{"(", + RowBox[{"-", "21"}], ")"}]}]}]}], "}"}]}]}], ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"FrameStyle", "\[Rule]", + RowBox[{"Directive", "[", + RowBox[{"Black", ",", "Dotted", ",", "16"}], "]"}]}], ",", + RowBox[{"FrameLabel", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"\"\<Re[h]\>\"", ",", "None"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "\"\<t [s]\>\"", ",", + "\"\<d= 100Mpc, M=70 \!\(\*SubscriptBox[\(M\), \(\[CircleDot]\)]\), \ +\[Iota]=0\>\""}], "}"}]}], "}"}]}], ",", + RowBox[{"ImageSize", "\[Rule]", "Large"}], ",", + RowBox[{"PlotStyle", "\[Rule]", + RowBox[{"colors", "[", + RowBox[{"[", "4", "]"}], "]"}]}]}], "]"}]], "Input", + CellChangeTimes->{{3.800539819988789*^9, 3.8005399318352757`*^9}, { + 3.800539986614387*^9, 3.800539988493115*^9}, {3.8005400257376757`*^9, + 3.800540160899103*^9}, {3.800540238280608*^9, 3.800540282386424*^9}}, + CellLabel->"In[56]:=",ExpressionUUID->"0ce718bc-4413-44c9-b750-dda072088dd3"], + +Cell[BoxData[ + GraphicsBox[{{}, {{{}, {}, + {RGBColor[0.922526, 0.385626, 0.209179], PointSize[ + NCache[ + Rational[1, 360], 0.002777777777777778]], AbsoluteThickness[1.6], + LineBox[CompressedData[" +1:eJwUV3c8lt8bJqKs7FX23nu9B7e9x8s7zJdoEtK0SoW00CSV7KgkiQpHHqtk +01Cqb4RSSrJHxs/vr+dzfa7nPue+r/s6z3NumeD9nrs2MDExfZVkYvr/856C +T45LgDFRYuMsU5beQJLPWV4NsjQmejYHWNvNN5CyRXMDouSNCa4T4f0/TjaS +xK5Y16WwGxMjWbPz3CJNpGucoxL5Y0aE96vczJ6sJhLP6fPHn3UaEVwHFx6a +LzaRzq1q/NfxyIi4mLN/LJW/mcQS3Ws6dNWIyLj0jTN8uIkUP3k4a/6oEfHp +9E8do51NpMVQ0WUuXyPi/ofRlNyyRtKhEewna2ZEaJDt2fZ9aiD9YQRiI2kj +IiLy24C+QANp7/sNW11ZjIhvXd9Hk2PrScPkotjg74aETend6FaDelJAm+PH +qFZDYkx3m1g6pZ70wXrcJPWBIfF9p+u3H0P1JMrzSzfyLxoS2fF1YyyvGkhd +hvqLzw4aElVH6LU2440kh0fvvTtphkQmL/1Yo3AzqUklrmrI2JBQHPabfcb3 +gmRWICm6sNWQCOAbz+4reEGq2tYYxb1mQDS1tahOlrwg6WXsei87ZEA0nhZh +PcL1glS6ZbOR8QsDQoJdraj5axNJ+dyDDNe7BsS+qFVfb2gk5W8gzwVfMCDu +9tjNbI6vJ0kcm6ZFRxgQGRHph3S7n5MyZzOepHoYEOMUoufZA0zi308SKtA3 +IKxnf9Xs5cak1B//Ha4SMSDK+sM2HbCtJW0KPvW2c0mfGLjTV8OiSJASPsnr +D/+nT/xw9TrwpbaBtEJ9dXWhXp/wPetTsajdTIrq2jfNXahPXEhINeq98JI0 +Zb+FIndGn2B0/t5/0uUVKbzh8WPjUH0iyEnboZ+vlTRKovO7ueoT/M842Wm5 +r0jBlYsHdmjrEz5XVD6krbwkfda43RstoE/YyT/2vAbNJK9iC520OT3C+dJv +Cb7v9aTX0iOXCvr1CNER7T+Rr2tILjfP/K2q1SNuBzRK+MxXkloE1MhdOXqE +alAmc3dgOckytatsOEGP6GyRfTc6+4hUy3Zwy+IuPSKix/zVj/kKktFJof08 +jnqE1u98nvvxNaTyxaouOXU9on775qyEBw0k9UP+miZb9Ahjzi9P4qpfkop/ +r6W6TekSdOkBoVvb20kyuwvGd7zTJd6mhlv2NXaRsgbsXGOqdImo28ZOKRw9 +JGGfsQdpt3SJjggRloXJLtLl16lchfG6hEJl8IYwjXYSl4tOWHWQLvFxhP0U +fdcLUvKLt+1dNrrEwYZfsaYhtSRmiFYbUVrHZpOquXoPSHFVWy8scugSEbtC +vn48mEia0yHGeP7oEPVqP6QmD16qOVAS7CTfq0P0OeyQWyy5WPNLnu2+SaUO +IbXVq8b/QAppd/a9ze7XdQjRn3nWUvblpK8iriE7Y9d5yReNwosNJL/Lf1/F +MHSID6cO3tjH3kHq47imfNFCh0jA566U3HhNIicZnS2U0yF2qW6bsXz7jtS+ +8nG0mk2HiLhg/XllrY9kFxVv3/1Tm6is8OnRu/eOVP9XpnikQ5s4LX93lO93 +LwmFvmBbKtMmUtqYz8QIviI9Gd67e8tVbeJ8d6djsGUlSZvB9VL+qDbhQVrM +f/wpp6akr0yB5KNNROR8qotQIGoUyJTT7qbaxHjV9hbJPS9rclvnRnZKaRNi +2V8Pzja+rNlqfdMmdoM2IbR5WL9Xt75GNSbOQapdi7h9kPGK7phRIxXWyO50 +WYtQbkk3jt9TRxIK3Nxy2EuLaJA7qrnQ1Uvi8CQn50hoEX6P+nUGnT6R1myu +27YNaxIj0r9k47W+kmaMvrDO3tMkfv1+EXr72RBpTFWhWSpSk9hEv/ej+O1X +0oBEWKKToSZxatrLJfrqZ9Jb3gqrI8saxOS/S4pZO3tJrSxLzLmNGoSD17K9 +Ir5HIuYsGtrOruO8v8xWsS9rKn+eOTnrpkGoatVwVBS+r7n3uQukhTSIvSMy +X/RjB2qyu4XWnD6pE4ZVOcX/XR2sudroX3ckT51oHPQ5rnPiU825JwXHc/eo +Eyo6vxMS+rtq4u+OmbZrqBMmHAj/eJFHOnRLZ3l2Wo34Wtdba63bR9qbFo2l +a9SIJoGTB8PfjpACThGxzifViBZ9J2WJ479JlMNspKN2akRF344kR8pfksMe +18VcLjVir5T9/cPcf0lmvteq2l+rEsvjFMO/L8dIuq6fouYyVYkEE31FleJB +krKFrJFMoCpRJzQy0SdXS5LQC5lzVlAl/njrunDJ9dXwKz56cvSXCrFCoqUw +Qn7UsIvNH84rVyG6fVQ5laQna1Y4zfU7olQIB/2IyGLF6Zqp1aTpOTMVgqL2 +55Hg68ma0cn2xzKsKgQzLc/7cfzPms8j/Add2pQJ68G4L8xOb2p63/voRF1S +JtiMHXdPPn9LamnL/ZtHVyYUtjE9i+z5Q6p9PlrWsU2ZoGwjLoSjBVL5I839 +80NKxKdpoYNnuldIRQVHNGXvKREflFanQHSNlJVRO+6yX4nQquJ6KCP4j3T5 +HEtplIESsbWnJDXl7BQp+ZhTWP4/RaKB+anxy7/vSXH7L6t1NigSRZdYpzt9 +BmsOBH8Ymz+jSDB/vffx9dhszW6a1H1ZN0WimyOu77gLE/Zz2B3iKqhIPLSU +F8jSZsFkVKoc/VGBuJEmx/ercQO21ZwZzc9VIC7P2LY6uK/WIBlU3LlbgVgp +fe77oflvjbZgwu4FdQWC58QB+s6nN0kK7K0KctPyxIMIF71kzmmS+NKWb67V +8oSQ/Gf5o4PMiHecXhh9Qp5IW5Y6pj3NjjYO3t5RYCtP6KWedm4K4UBLr0dk +uzjlifFFwXRibhOaeKE2tNArR7AltvWIa7GgkaqDeXKZckTwHtpIS9wM6WNJ +9Xa3ADkiyiDQ8Hjn85rubCbpGHk5InVn3/b47ws1zZftBwrGZIk3Fnt6vz9k +w9VJadldj2QJ1ntR89tbuXFZ1DvG4lFZ4q3aX2vGXl5cGLpNQt5MltiwT/12 +RCEPvsHY8dmNRZaoPvTPb+4LO04j378V0ypDFLWWiLVXLNYkWU/6Fl6UIe5n +GL5Mtq4kxRgai3fTZIjS1qHfZa9WSBEqJ/oXt8oQtlZTRV+LOdGObS8z5Yek +idW8V1PG1/mR9xZub/e70kRps6z93lpB5LaBKhIbIU20ugQx7LYIIuvZm32F ++tLEzmuyZUPGvCiyp0ktZ1aK2PI85jr5KQvye+pxf+aUFEE/2aw0dryfZJs1 +oOzEI0Uc+pnsWRS9UqOdEF6cc1OSuBM42Hbm8RYsvvefwqyiJKGX2Sn+5qgw +ZnU7V+hUIUH0TAWGhfiJ4wk9EblckCA+pHJoWKeJ436xO3mz7duIsCLz5d5t +Irh5TVfa2XsbkagVxv5LkRc//FafnTuylbjX8FOggr5Uc6PdTWIuciuhc/rq +CeZzk6TE8s+3nFfECaP3Mn8PxPGgiOuh4nnnxAlDu/1WOudFkffxhcw5IXGi +cu3GMZdKSWS9I1nEJV+MyHrxpC7wmDTScBTMyNMUI9L3viY/LZJEIlr5gvM1 +osSZvorl84siaIOQ9lUXe1HiatGD0UQ3TvR76Tlf/hsRQkyMwzefv4P0ftD5 +0nygCOG875aiP2MzbnjZz+P6W5hgZX374AkSww8e7EnNjxYm3jR+hwOZMjjj +yiznAqswkT2r83jyrDw+FZ143vWyEHH9Ue7Fyi0KeF8A3+YCCSFipPKodJOA +HKbb5JxZuCdIBEkmqEclS2ALVQ02N0NBYlum9Efzs3xYlRcnFTQKEPyC/ivf +w37XCM05sCy6CRAGF8hfXjSyorVPfafcPvETglC3gxEijMYadjIV7uEnvv+n +Quh+kkRvi6fiF6f5iNqNLFYBtjKISD254naSj9jUqjz/3Esa3TvEc6yQi4/4 +yeVy/O0dMXTNJ2tpMZOXYL22NcPwJieKB9UYdwVeQkOu7aCK9+uaXqfICccd +Wwii6/JuqXI+XCSc8nsmjofotwXDvBFpHDdU/DPnGjfROxZcW/NZCZMfNn13 +KuUiTgkq/Vb8o44VYgeGZ19wEqpGN9me1mvhJdt/g7lfOIjULB11sXkt3MUn +8sV5fjNRSiovE1jWwAX/6X6a27KZyMvwHM2UVMXR99w+5ClvIhzNYzf52ihg +1yOh71ws2YmqGSV0y1way1omv573YSNCLBVqxyRF8TxXfnf+wY2E8OjEowdT +/Ljjw/MO1wusBLmWKdommx/nFfa3LhSwEErbOQ/anRfBRyNnXxbUbiB6SAUp +t+VlsLMpX7PbO2YiYZI87MajgqU3aTQsjjMRVjoy07tTdfDMG4e6QjYm4vje +sRskeyN8FVqP5piv1tFZtyJLihk2e890YHb/ct0LBbsEzTxL/D3CeJ9z3lId +rd31dViwDb7EFrkr7/VCnZ+DqfihRjtMyi4OnGeZr1vTYpnfVeGARwwGfFwN +Zuvo2ozIFVUnnNYpTC3YPV338YXK+036zthol5vb4vXJug8laULPh51x4yLn +5ewrE3WlMSd3lNBdsLBK3Gmn2V91eJzfnl7qgkO9x2LmvH7UfZny3O6z2RU/ +P+MTkV8zUsdbJFiUesoV8z17Fewm8bXOvrSCabuKG27t2P9wZu1j3XX7B98+ +s7njSDW36y4v3tSZLrf/EeckYy1BHyZHoda6/d88A58UkfFyvlrhJDypsxhy +PdXu4oGzzu37WnM/21zu0LGU29Me+FtF5Plip0bzXP57kQFXPLHzP5/P/wJ7 +zF8fe/c9VoaCC7PipgtuvjcXVcvUCrtNwStmtzlc3n0x77pUctOfjYpL9g/w +LrEPm9PKn93/E0DFXhaR29zufDcXFgg9ZvKQiln5mJXzrcbModA//+o/Kn70 +9bLe3MC4eWDWGz6qOw1r+lyWulP319yJFvb97SMaTmrwUXBPnTLPa1U6+Fue +jj+pyKot+s2Yy3n95FYvpWOdK2PaBapz5qdcPNQ3OnrhM0uPDV0X581fKWtx +WE554f+C40znWxbNDe69MO/K98Z67dZWeRn/zLWv5dQtuvvgc3pcDs67Vszb +Fx4IWfz1wYO33rrO6q2ZH/icdgHH+OKtCV333E8xQZnF0t4D33yx3dPHDwr3 +MkNMakinhoYfPjCWUbbovgGurn0yoXj44SzJuMduRizwTHmF9eQ6blmXvUCS +FWy6BWKf6PvhqWTrqoWNG0HsIlM7N7MflsBK2HV8IzjQTS+3E77YcYKzLv8t +G9Ttjc5oifbFh+X+1s9jdsik39iQru+Lc7zeNrkUbIKf7uI5ivM+uO1C1cu8 +85tBLUk3G1744Fkiq3XuAAeMt7wFx9s+WHrmZIezDyewRI19/nPcBzsr7+rO +teACbdHoCbFgH3zU3/H1rBI3KPowpe2y8cF5lzTeOW3hAYPsvw22kj64o5nv +Q84cD9Qk2mxvGfPGCwuzH2f+2wKDx8PaThR648vC438Kg3mB/aCPTZOjNy7W +Dox07+MFeb2yh7R+L1zr1Du56MgHU0Pf7vVRvfDrndaHCp/zwQOxhIiTBB2P +xj+ZcdPhhx/9MpvSJeh4JVPp6GIhPyTcz+qOP0zDAhU35gtEBeD7jkK5J61U +rNzJGeOWIgDDDaM/NstSsfno8aWFNQEoeDY2+/AUBVOY/8YVHBKEFbUC98u/ +PHHI1uAV11FBcDGpTHi73RPHG7yNX/AVAleHyyA75IGvudsxFXQJQbylFH4S +7oHvhVSdcrUSBo68HSkbNnhgIlGVZeGJMBx+bvJDMYuM393OSspXEYFaxSXj +AhMyHnvGw+Z6WwRUpEI18svcMdPrk2fmeUWhMPLInu8/3bDQ76lN+UmiICoe +kZwt6YbV2Hadd1kQhfrbyq+1XF2xhfR7zvl9YjBGz4l/ftgF00mOqXkDYvDL +Uq3PJ8MZ76NiHheKOPiadmT3PXbCpyI0Ls29FIflWW7xc+2OOONsDl8eaSvs +L1AskP3qgB/k8111frgVll5J3dk3Y48baxMF52S2wQ2FUxuFNtrj932z6bnp +2yB+s8S5GX47PP53j4jzZgn4pBlm5iJhizdwfsycPSYBgYnb+O7L2WBRBRfx +3L8S0GCrUH1dwRprQN0tp52SwFyQt+mwnBW29tGWmH0vCXJhZMNUCUvsfSg/ +O8dZCvQpXjkhQhY4IlVQ2omQgpD3Ja21oua4kdJEjhWThpGm4DKvTaa4Y/ux +y+4UaRC4dVw+btkEvw83eC2fKg1Pn/adS1gwwkOxf/iXXkrD25SUlsF/Bnj8 +TDGlm0kGWB4xr/Vv1McL17ZfKyTJwOoPX5dJQV28IV/sXcxhGSjdExHNpKSN +ucteC7k/lIGBxu57V0PVsWjtBbr8DxnoTL07s3pIGcu12lxflJGFw9QbUY7+ +8lijb+V9l58sSF46m3hXQhobDz8VLUyXhaTbMeffBYtg67/7fWK6ZaFzznJU +MYQLu60o33TbLAcmWR4Hbn+cqvHhGPooZy0HbiTt8bTNM6QdIre2Lh6TA9n6 +pr3Pq7lRhDzVv+upHFjnOYt8qBZFMTrctwv+ysFUXe9ZczMZlGT+8r9oVXlQ +nLCofbimgNKcT0i67ZSHiXEm+dRMVXTD2zhQLlserojxyJeuaqLCXZM5C+/l +IXsJ+b/J0EFlB+8PdvIpwMd3+qeFrumhmhM7ZAqcFWCj9Go8xBig5pRtwdGn +FUBuwbnygIsR6r7xLt+VUIALmuUfXAVM0MeitGHZxXV+xz8Nz3ck9K3CXn5B +VxHaTe0oa5mmaKKeaVdnmCIckI8pfbXTHC11Vt/JL1KEfNoPhqykBdr46eD3 +qEFFeMRxY7yAzxLx/lBTchVXgkubant2clkh8dmRPbJUJdBf+9UmwGONFDZk +351PVYLME6FsjwVtkPYWr58dLUrgKjk5rS5pi9A2XtV8ZmU4p/N0e5+SHbJT +aQ2NQsoQZRJ6f5eWPSIbJpS4HFEG2+ivvym6DsjPGv2WKVOGzaNL73ZrOaLd +5Bn1+R/KoOa8U3q3ghM6wCgN75BVgT3iG9YMBZ1RXOjuh3n+KlBruOOV0bIz +So6SmjiaoQKeiUpPdb+4oMtJH7RcelRAAG9o88KuKOvy5UgZDlUI6Ihh+njN +DRVnO5XPWauC/JPt88Q+d1RewjLVflwVOIuEM0Okyai2qlY375kq6CzNWVmf +J6OWF0cOHZ1UhQWnGv7AaTJ6/Vqz0llNDZIkN2Xc8fNAnwdGZ6R3qYERQ+bZ +s0YPNPo712AuWw3Yr2Sx2Ch7oqlFn6PtH9SAw6/L7M8FT7TCJvAsl18dOGNV +6MfGPRG7YMf8ERd1GJuwDml0oSB+mdPGzsnqoHDq5p6v9yhIQtM8RrpeHY7S +eFfnWKlIGc1Xzy6qwxbnntgjAVSk5/BoqU1PA7yLv25vfEpFZrQQlBuuARRy +rmEQDw05BMseO1KsAfhDdlP5Lhqi7P9U6/RVAz6vhN/Z+pyGAo5dW5HaqgnX +ho+wFQnS0d5zruazVE1YoVyXDQijo0MZbCfa0jRBZ89qxM8mOoovIIicV5pg +VEzBA+Je6NyjaKYjG7TgCteFx0WRXujacx1LJ1Mt2Mq5ySe72Qtlt42dkjqq +BW5mrhPCwt7o3vuCxpkyLVhid/PP2OmNKkf8Wdp+asFunpiR0jJvNLDAkd/N +pw2PB8p19ea90a4Te6xqNLXhYmzzUQPkg8Y2Ng8VOmsDDCcbDsX5oP0p0okX +92rDi8qefRXVPmiW/7hc7Glt4JJmbpOa9UGxN/qbduZrw64sTXWs6YuYpA13 +uhPaMPUQRTHt8UWni66wkj5rg5fz2vegbF/EoTFRKL+oDWyUVP3N73zRpQpn +2y3COiCqH/NIkdMPCZHuflvU1YENfz+YxVn4oVv1rMkj7jrQ9z5h+9vDfkja +PkixO0wHduoJmdYV+6E7nc9fVp/TgTWpjoDWD35IjSq+p7BIB8qcfhw+xO6P +Hn08yn6xSQfcwji5AvX8kWHQm+KYQR0otlI1Uvb3R3hUy2Hnig70E+ylj0/5 +I4uIlB9u4rrwgZlj668Cf/Ry5sdZEyNdUOyyuzHZ6I+c42xV5Km6cITyvIhl +wB/1MOe38hzQhQuFojYRC/6IfnY1ZDFVF+r698ld3MJAn3j8OEbu68KW8Bal +enkGCkp/dr+rRRckryZVOxsz0Petgs7VI7qgEl6qsduJgfblR/4qYNaDW5/V +y3X9GGhSufNCmqQeJL6t6r4TykBHy1TUY5Ae9Jv9vFwZzUDLBskdO7z1QETQ +/YXiaQY6VTsU5nZEDxTv14e2X2QgNmvgNrmiB4/zGMnBmQyU0nqrVK5MD/Y0 +L8dWZTMQH3nBladDD1TfMeiZ+QyU0Uf9s/BDD/het879KGCgbYzytOGN+pAU +PvHx4jqfN8yt1SWrD0rj//1KWY9XCg3trgJ9mA3ZzPf1OgM9+Ptyf4G/Plwo +b66+nsZAOlFyvGkx+tBlm7WrNoGBnq2ceBSdoQ9FA0yW/ocZyDTpM3lHhT6o +1MoYnNjBQI0cJpOuPfowGZ0Zq0FmIPvL6ZeNx/Wh+sTTin0kBuoQmdKR4zCA +a+FKC5ayDOSZ7faaW8kANEqYdj5jZ6D38iUHF6wNIPUmr8OXMX/kX8IuMLzd +AIba+91etfujIZ2dFZ3HDcBXYoPotfv+aE9VPaXqpgFEWFgOBp7xR+PmEjP5 +zwzg0LGGD+7B/ujgi5hrqW8NYOBK+M5TyB/NO/fpR08aQJlmySUhAX90/LXu +u2AeQ5i510+I/PRDG3wuHnFVM4SjZ678uPLcD50d+CVk7GAIl0zwzLFLfoh7 +t8NT2V2GcK+XP7A+yA9d+V1I504whMVTOa/MdfyQ6CHm+flsQ/ijU0K0r/qi +24uM60PYEDKXLfpIbb5I7mSNUecHQ8j7dbObcdUX3WUT+fBs1hAaos9Mcfv6 +Io3UQ9H5/EZgrNs6pCLpiyoEekRTtYxAMzrZuHjABxnfVK+OcjGCmurDX2Ky +fdBz6XM+wSFGkHxHQ6ra1wdZF39bdEk2gg8bAsJiBH3QKw2rm0YFRnClok5l +pN0buVVmk2TrjSBNK0VP/pQ3ekP695HrPyNQGzz8OFTfG3k3eMXNLxpB63ip +49A3L/TFvnLrkLAxWDx5ZPY03Qvt6OKt7dAzhg8yths22Hihn9Rw/2dkY4iN +qon89JeOIj61LueFG4N0En+AaxYdTQcp3k45bwztEm/E6XZ0FPMjwSyq2Bj4 +5JkDp/7Q0GrEwH9Bzcbw+cZTEaEMGkqcRfEuX41hxYr1ZwWioc3HMiWNVo3B +zTAnoHmAitI2zNbJbDUBj7+9u6wSqEjwnEcgl7EJ9GHDcDU5Krqx5eHaHNUE +9DuFus40UpBkBkfu1wMm8DH1Y2Tgdgoq3LbHoiNtPX7QvLFh2ROpFDQNPi0x +gUIbe4na656oTEX6VN4rE1j4/k2NoeOJ9B8dk0n5ZgKndEqfPGj1QNWG/Q1H +N5DgwZ2B7RXbPRA8NwgOkiJBbGzeyfA5Mmq2vrLBxZQEeYco5R/W/49ObX/y +DX1IMDu+M3lMgoy6yc7WMkdJAAUPXuoHuiPq++JhzqskWBYVzKk54YY+MliT +5spIMGW5NST4tisKHNku/7WDBI9tmi0UqlzQSOjz5vafJBA/zSYv0eOMQifF +dj1lQ5DxzbllzzcnNBF1dGOeHILEm4MbTBYc0ZHV13cuWCBguVPh0rPJES0l +adkdZSDgTnz66pCIAzrBmfJ9eyyCm6OPRULl7dHGKz+Sna8j2O5/mGteyw6d +F7VVMqxEsDF1RMmdZIt4c/JapHsRNEfJVKRb26B0hdU9nH8QWG+vURx2tkbi +D3w3zXGYgjHXmetaFCuUq/vs7qCSKURn/3Y95GOJFKoFHNttTGFV26M+LcAC +3YfIn0+CTKFgzT+5p9kcab/sOJcbbwpHJAcnG1tN0RMXFdULt0zhafEuu8F2 +EkJvTrcdqTKFoVreBq52Y1TvMxS6/Z0pjG2ZNohtMUS2g+aczlOmEJryL5fa +oI/ad98qMdhiBpzEosBylS4ij887S6ubgYvQWPW7h9qo7xD1N4ejGYgaT1qU +2Wkgv6VHKbO7zKDn24Rhr4YKGjzJrTGYYAZOeKh9UEAB7WYP7WzLMYNHlw8z +Ahel0a/Ul+FPas2ALZBVdPtzMRQpKMeT228GYoEnSRvO8qG5mycenp8zg8yk +HFapOxtQnMxntyMC5jCWRW1b7ewlMd81ngjUNodLZd53y3ct1yRrpl90cjWH +tizlEI08Hsz5ZFLLINQcLppti687K4IvI7ceqTPmULYxeNudBiks3Hg/kqPQ +HK4szanHrsjhLAd2vtl6czgjFMD1SUwZy3TvKB/4zxwO678sPW6gjoto9R5t +S+awU35W5eP6PKH+edtUpQiAoOqk8G89XVweHHMlRx/ge7RAxw1zfWz0853u +eQ+AZb4Epkx7Q1y7X/fN4Yj168XlxelMN2NsOZd2KPACQFsux+EwCgm3HPsl +4HQXwKWq7e8IzRS7sDhU6r8AuDhYMf2DZo57zxVSpYYA9Je9D1SqWGAvXubZ +zWsAc+fDr2soWeKI9odOS9wWcLr/wUnG+jxWzvPfzf3bLGDhee+4haQ1nvHg +/DWiagGaUqdO9orYYMN0E+RrYgE/3z1wYOW1xTEf9lzotl/HJz7kt7PZ4dqt +GZ9s6BYgzJyWxbtsh1cDmtVqdlrAP/7AvbUT9tgyfypO65AFVP+1WSlbnzeT +vkl3FJ6ygAbRDpvOXkf8Utl9m/glC+CmhJpME054c9jxsIvZFnD7SJAH6wNn +7FJWUstaagElZ/9LGkp3wWlT/Vyx2ALuJD69duS4K+412MSYaLWAHYKJIUXB +blgwxrB05wcLgJ4fmaG27tirdudK/3cL0EX+c5/4yfjG2hVX91kL4L0Tyt10 +iow/WzXcbmaxBLutCTV7JshYKnli3ITfEu7dv6/a4ueBg1olzMukLcHS4rjX +l5ceuJDLJU1eyxLuttE572l74lH32C83zCzh4rf7HLI3PLHK1buaW1wsYWXj +QxFLJgoO6+uLT/K1hCMmXf9WdlFwmdjG7sW9liC/1lbm0kbBk/56UvujLCFw +b3OGjAYV6+cG7R85bQn3l3dF7E+j4qjhi4TPNUsY/n5vVeUPFdco1m3pzrcE +1vihazYuNLwc8jvQptwSfBPrR57cpWEoFX9UTVhCbLpXzmEWOk7468Ck1WUJ +BkVXdeP86bhZL4pc+NkSIocDNV5U0DF71J1csV+WsO85+uK+2Qs71bz5m7Zo +CWijWa4YwwunrDBbsm6ygjOWypwyZV6420L7coywFUxc/Fm3Y80L8ycFfP0j +bwV1AqoRX1y9MbUlRWennhUwPX8HKTe98XUOfKrf0grozEETu75544+uP3vd +yFZwqf/hwA5NHyxxWUS2OcAKnnnfHo074oMD39oeNAm3gkY0RC+s8cH5Iocb +H8ZZwbcjhTOvV3zwN998fvnzViDlfqV21dwXK2X3BN/ItILtEaMvJeN9cejX +1cc8xVZgxh9RqY59cam8BkvSEyu4Y2HAKTvniyf2+FEWm6xgrDYyaUnTD+uW +nCuIeG0Ff2Z6mB7v8sNH/jybHh5czz/3hqLtTT/8TOe7tc+EFbxnZ2Ev7/DD +S4cFr3WtWIHuq6DHU8t+2KzKasSayxq8D7G/ZVfzxyf/RepXi1vD5NlBpz90 +f9xonpOkqWINfg2LVwtP+uONCZ1vC4ys4VDFcQfVu/7Y4cU/eTE7a5gQLtA9 +0emPz29SPZJGtYbghsdPC//6405n7xcsO6xBjPksexYfA/NeTBaKOWAN142G +R3ZrM7Dn68pdf05YQ0bgISY2VwZOFxp+siPNGuI2HmOK3cPAH7z52PqzrKFZ +dCmk/gQDi2cB3a3EGjrM9g73pTMwYyC8qKnaGhTMlRSf3WPgXNmsOeNX1iCi +xpHnixl4eFeb3cM+a9hdM1BT1cbACvcWMuS+WcOTnkPDr94z8N7fiqOZ09Yw +wPT3zakhBi7RohnxbLCBMPWW7s9jDDx+MPFMIq8NbNJ/mf/mLwNrPy1/vyBp +A1Ur7lI7Zhj40OKAUoSGDfAVhvBcmGXgJ6Y80cPIBsjZwdtd1vmFE6avvJ1s +QNZGh/FgPR41hYp2edvAqut5oUfr68ez3dhrvccGLhPfFgPW9693bKmqOmID +1na0bmI9P5bU2U2aSTZgy/H8Rf96/nY9cj4FV2zgx1mD2fL1+s4KeN4TzbMB +H9W4Etf7DNxOP7mYWmYDNd5fWcoyGJjn5kNHljqb9fnu7cz7kwxM/u/zjegO +GzDP9b71ai8DX5XmHBv/aAPHhxNcT7oxcN8OE9KOnzYw25A0t6LDwKLFe85/ +mLeBNw++IgsBBvYbS//oymYLfxWq/thO+eNsjWbVJkFbSOl7Qebp9sdfI6di +jeVsoVR12eHGPX8sVyndXqpjC+L79rOOnvLHu+fdtspZ2MKfEbnpBS9/fI90 +fF+mmy3Yx3fG9Kz779fxEszNsIXW/AP6kSt+WLOhnzNxny0c+hLB/GndvwdY +N/kvxNjCf5siyILr/q6wN3wQftYWksNjwqTX/T93fufyUIYtTDE0sljWz4dJ +1xUX7zu2cOlVrEvTjC+O42vI6qywBf79/77urPbFddSJ31aNtlB08OmOP3G+ +mDlTwqyqxxaEVaRkdpv6YptPzqkaA7ZQNmB68fWSD06WjP0vf9wWtsfsiCU9 +88GtQXc1RJdtQQ8dLi484IO57vQdT+Wwg/LQADZRVR/s9oO1a4OYHbx6d/TE +rUFvfFlNTzJayQ7apuQ4DNO98duIoIhxAzvQd3ge8cfeGws/vlgXbGMHFsny +p9oXvLDP7HOeD552IN8dkPGm2AtnGf8OcA2yg2Pxf15w0bzwlzjxssb9dlD7 +fvDRMSYvLEM4rBnFr7+//ERS+T4d79wQ5V6aYgfOxw80CHjScbHtnRzZW3aw +Y6Tf0HqBhn+efTNx/Z4dDKi9I9dk0bB6B7MFd5Ud3C+0unIMaHj/Fu1LCS/t +4EnU0v60QSou9wwYnH9rB7eTeJ1mTlDxTHqKdviwHSwPjIk8kaBio/6ak0OT +diAmbNj+vpqCY7b97PFisgfiuJrcbioF1waKyHTy2MPa19Sk0HFPvJZve8BK +wh7slJju/k3yxJbfDzU8U7MHCwOzJ6xbPXGSSj6fBskeRPKf8VSUeeCWsJ6g +fAd7OBRe+pHN2gNzPFotF/GyB/bM7JMc78jYZVp9Q+oue9BIMu19uYuMLxr6 +eW44bA/Wpxs4To+549cx5/KjEuwh5xJ+z87ujgWfP5v6fcke7t4qKZGUccNe +TN+tgnPsQR4fV3hj7IpvWgtefV9qD9Wl4p803Vzw52SrYZdaexCYusoKQc5Y +qi1Sr7HNHkiHm4/xHXTCwdw5iUb99tBT/PkGPumIC8mdbx6M2sO+S4fOeqY6 +4NGr/+Rk5+xhlRYeMXndHqu+Vzl8ndUB3leuLT3OtcPh4t7NXAIO4HAysaWi +2BaXMZIFE2QcYNDuwQRXqQ2eyq3cOa/lAM86Mzg+PLLGBiNDlWHmDsBoO9ql +VGGFo5T4Ng65OKyfp/ez3JWWuCYUaF5+DsAWx/zpeoUFXikNv9MR4gBu1/kS +83cAhslbs5bRDtBQq43OMcxwgn6b7bNkB+DZvf3zMhXhF1EL6erpDvAnM+2y +qJMJ3oQVv+cVOMC7omlOJjMj7LRKNRR57ABUzneNAxoGONUyMTml3gGe6pWE +/dimh3uSyvuYux2gSixhN5VDB/O/GlCM+s8BFO7XPav5rYFpnDxRv385gC5L +z91TjSo40820JWjJAfqeapeFZyjgj5dDRd5vcoSndmHBv/fKYIl3mXtcRBxB +8TqHY+5hcbxdtOVZg4IjLL1TyXgvxI/z/WbZjfQd4afPV8vX+1jwt2w57wdW +jiAbmWWyTHlXozzkcVfGwxE2iRyMdNBaJu1TOLmQEegIjPYo94/9PKh070MH +rghHONvgN1vVKYL+lnzOPHXMEUI406++F5ZGehMcP+fOr+93uGdZ2k4eHdE1 +MQm74QhHuqcjAw4ro6oje859LXaEH+LNyUp56uhfVXo//akj/PZYkGbfrY3M +lptUOpodIXMbPcIlVhedhKkYyzeOsJznrqOcqo+aEqTbnn51BO5eoZbAbEO0 +8aWbuPpfR9j8KE6nrtQYOWw+Hpq36gjfOh/NbMEkdMGlpEaY2wl6HWva1V+a +oq6L/RwpW51gyvsl/XeXOeJ9w+7HrOoEnCYhopmhFogibFhy1NgJ7okNy4eH +WaIMn53/ftk5wa/mpYXRMCv0IeuKcxDNCZyrLz9a2meNtg7W3+rb4QQ5koK5 +10NsUIDcxC/ng04g5vBKqWyXLcrdLWHacNIJtrdKjWhvt0PD95xTDC86QS3p +ew+Hjz1SHI/5XHLbCW64KiYqkx3QXu276jIPnCBQ7TrjiK0jKjnUdyyjxgkc +GJVr/cZO6M9T1k7OVifg2TcaCarOSGdJV+LUeycIWEpuTxVzQYfMgsLnvjlB +zXFh4YdsrujpyYvP9804wczm49LnJl3RYtNz7q8bnGF3735Njo9uCLH/ZtD5 +nEGJpf/atnp3FO8k/rBdyhks6zW3vfcgo4ZUh1ULTWdAl0IEvBrJiKX3qNtT +U2doEDdwSdbxQHaCd7LVnJ1hh3xFJSPHA53zevMn18cZFp2lrPo4PVH7TWYQ +3usMZx5ESv086ol4vmhdvHDUGTbGaUtcHPREHjIBA0ynneF7KKWz3oGCru1M +0Tp61Rm2bEsfOFJGQX3FNSd+5TnDPMvPuTuCVCT260f39kfOwB5yuNE+mor8 +NUWk++qcoTE5QMXzIxVlH7CNdO50Bqei0UFMoqGvlYfq6z85w7culoPHbtCQ +/EIer+GYM+R87fS9MEdDu1HP9pIFZ9j63Xnwqwcd3YtffSTN7gKUVFmTmBI6 ++t2gzpwh5ALSeyaWnVm8kOZGPw9OeRfINrj3kurjhQ44nMs7qesCirVc99NK +vVDlhWeTsxYusFLhwTyz5oXmu75Z7nN3gQaXxzonyN7IhF/wyiDDBWokBxVV +crzRMZrVEC3MBUJmAyLHfnkjIjNStz3WBd7WFJbUGPog5s/ZCRbnXOBcXLHC +5RM+yEaq8/WT6y7gMl3wdedLH3Qm+J+sWpELHP/Y2qHB6Yta76gcyq10Ab/z +PK4jrr6I66dXk1CTC2R8VVJISPNF7urJAhd6XUBtX8/8hk5fdGV/5Q6mQRcw +WzrXG7zZD715PFRx5I8LLFpNuuda+yHhOV7WX8suEJs5+q46zg/5mAB1O6cr +nPqdMfiw3A/dOhZe+E7MFc4yThvFf/NDX4hbM07KrsA2qvRCUcQfybC02dQb +usIFwfSDd+z80Q67hWsGtq4g0pmuM3/IHxWdU/x2n+IKv06Snwrn+KOfHVQD +6WBXSKyaiV1t8UfqvImn0yNdIahf4F/xH38UQSl/x3HCFaY/iX/gEmCg8owB +hZOprmA91RSjaMBAM/3cR2dvuUKD1rvyCSoDGUqYvgy97wq95eOvdxxkoJjt +ocKDVa5wPbwo/kQqA9UWZO6mtbhCq4ryokURA61+f/m07Z0rZBpM1BbVMpCl +6iybxYgrjMX4K5f3MFBSuJzXkylXOOcRSts+xEAvH3kUqzK7wadPP1ieTDLQ +5pkT8zlb3MBXKj2tbJWBXIwe2gtJusHPopQg8uYAdDH28/Xz6m6Q5dC36Tpf +AOp9zvFjjeQGw5Y/BRJFApAgs4nxEUc3OLtjmSGwNQB52ew5O+blBuTR5Ba7 +bQHoxpn0D4G73SDZfWR26zr/ua1J+d1hN9C81f338nq8FM9UtFOiG+yLG8TF +6+sHeUi3EpfdoGclYhtjff/Ca25iBrlusKmFSe7xen6j74+F3H/oBshRyr94 +PX+VrSXVUs/dgIh8u8V8vb6wgP7N6e1usGW1JC1qvf6yPHbf9e8GCIf9nqCt +6zM1YnD/xA832PjfN8tPdxhIX3nn0sycGzhQnn3bvK5v1L4rTqEb3cGveMB5 +5AAD1Tysvzkg4A44lXs6bL0/y5N/xqiy7jA4vNGrSJ+BwEACtWm7Q1pk6sQV +fgZKiHa+AOAOCbtvyxus978Zx3yqdHWHws8z2y+u+4N9rVhN1d8dNCfDWAqz +/ZGTVV9cTug65np4/ci6v1JOs3YIxrjDeaWZUrZ1/3W/0t12/ow76HvEq/oK ++yN+rqCwtXR3QOpDpodG/BDN/WLt4UJ3uL+Px472yA9dv/Kca+yxOzxnDaWy +xvqhj+9++Qc2uEPc95iYJEs/JCEmXvq22x0qJUb3f2TzQ4H+DiuOX9xBPWr/ +CkebL8rPOepK/HaHv70uqlsv+KJvQ4W39f+5Q5THUV5eJ18kePXn3FtWMmQJ +yvb8YfNFTyqZcrZwkcFm97/TtQ0+iN4nYu8kQAZexSXv+FgftDCvOZEkToYm +tfEDJjo+6IaY3XVChgwnURR9+ps3IiEGLCmTQXLMMqY80xt99j88qq9NhmXO +x0axjt7oePyFi/uNyCBPwtOUBS8kmZtvdN+cDH/OwjvbO16ovqF6YMSWDH8f +p9K9yF4oaLjnjJQrGYouCZleWqQjlo0/tHypZJh6dS90IZeOChXX3l/zIwO9 +17b6uh0d2ToIn+wOJsNZUvzNI2M0NBqiocwRSgb3CA6OGyk0dPaCTY/NATJE +Hyx6sEmDhlRK/aJPRJOBto3fv62ditq7DkrXnCBDQc/uX8N7qSjs77lXM8lk +OHPe+j9fViri5s+L1Eojg8ctU2WDbAoq06sSDU0nA4uE7c9oQwoi07rrC7PI +sHcjfq7R6Ykmj37fO1CwrtcuVRO/YE90NXOFV7yEDJEKjTKccx5Iv0awmvqY +DNozH6n2Zz3Qu09qQReryfDrYPwXcTEPFLVitbmtngyx2sT0pbtkJCrlW876 +igwdzIOSTwzJqNrigA90k6F9OM9a/ow78gs+yxzbR4biP6ZrO7Pd0HJizr3K +/8jwJk8nECpc0e07Tz0mRtb1lX4d2PzCBUFL56LK73U9rlJ0Wfuc0eCPkbyd +0+v92nybnXvECSVwLDvmLJFB060raHzCEcmpC0z1M3vATqXFBxWLDqjZVfWm +4GYPCA6LXNrP7IB277e0cuf1gJDyiie67PaI/bL32DkRDygL3d23hdMO3X28 +/0qzpAdcutrisZXbFjm9TSatKXhAi+GsRBi3Dfo1e3vIRMMDHomEW4pxWaMU +kSfnD+t7AINxvJW02QppmnToliEPOKDQyvqD1RJ1+w5//GnlAbf+3XkWuQoo +8thSgryTByhXVd9L+GuG+LP51AI9PGCVq+GX1iBCFYTymxveHkBKEtfI7TRB +1K8Q9zbQA3QGrbsWq4zQ3AYvuS17PIBLKbEoON8AXZePaHeM8AArI52jzOf1 +kLHd6UNJRzxgvyx1amW/Dvq4J2srccwDJAXXfFnuaaK4cxVNi4keQFMWbz+w +XxVtK2nbp3/BA9Jduzpz9RRRXcdXgf1XPOBZYZzXxKwMCvyzgO/d8IDKf1H6 +R8O3IiZe3p0juR5wNbEkofk3P8rXUeKSuusBea/bY5fesiJrinmlT5kHLDJv +J/SPfCF9O0zzv/bUA9S5HQ4HRC7VJGeEsXY/94DfeU+YrM15sFJV4oPNLzwg +RSg2Qj9PBLf236TadHiAZz2p4zOvNA79V74c/8YDhm59m+chy2NOidbC6o8e +0L158uVQqjIuNR90mfnqAbujL6lytKljt+3zM5o/PWCEPvpGJEEbT5ziuR3y +1wOSZrNoK7d18eUCBdvCeQ+o5rxodKZKH+u+MB3/suoBadkzUUm9hvjNd0q6 +GJsnbOrU/9j0wxgf2bTPjMrtCaLJspoCqyQsrJrwLU3QE0wkJSIs+czwM+cb +qa1bPSHLPVRBUhawT/gjA1Y5T9hxx8zHPNMCL6W1/Geu6glirn80RbMt8a1H +X07H6HgCsXla9ly+FTZ7PatRaewJ8/ppk8fvWOMv01x9f8ATzuQWr40U2eAT +QvLxKvaekF5O8y4tssUyRkhxp5snNIUHHXlZaIcbvT27smmeoLUce10qzx7v +iA052u/vCbm9nZnFtxzwxqyTkoI7PeFUkGeQyzVHXPT8+ku3fZ7Qjz7LLJ13 +wg4DDyPOHfSEzwdncNYJZ/yT6aVwc4wnqK7ftiUOuuDzsv/VrZ70BKslb7Vd +wa5Y3WZmt8lZT/jnMyvrT3bDnbs4txy+6Akd+62axpA7jjgj++xhhifMXc9I +P8ZPxrz3TAJ/3vaEbb8rZKtPk3F5G5ld/o4nBIa/Sc+dJ2PP33vKAh54woCt +Iqju9cAz3Ce8blR4woOLJhS39x44XStj7U3Nut56bR832npiQ4/SYp5GT3Db +za7kXO6JPxxsdnds9YStl9zOiW6j4Jhrn+YTezzBL2Xi1t7TFCz+dCqn7r0n +fKkc1DIYp+Da95sdFr94gvAd8TdRFCpmLEr/1fu+Xs/gxJRSFRWvihtnRox7 +QqJr3bjpVhrONXW3uDfjCWoSB7tKjtGwZcDuH8P/PIEfTqWFfKbhoRPHL0my +UCBLJEgtlETHSXnXjH04KDAbyk/Pz6BjhaaSwat8FDg/nprMNknHLSONZ7tE +KWBuN3sl1dEL72X7qL1ZmgL/FW2W08r1wpuVJz9YK1FAMMS0Y2TGC5c4bjoV +r0mBCi7jpPv23thln5RKtQEFFoOfFBzL9MbjKYa906YUCI9urvMZ9cYXH7rG +aNpQoGA4cQj0fbB2z06ZEGcKoKyQUxonfHDvZFxrgScFkjc+s5F65YMPCVw9 +8MWHAk5L7zfyb/HFggb3xcSCKMBcd5pzjeKLn9AbGih7KTCewpI+kOGLvaI/ +hKTtp8Cz5/G377/3xQs3Jvhaj1LAsLqsmC7sh29gthqWeAqIld482+/ph9F/ +EsHmpynA5VC+ppLqhz+v6nPEpFCA7YK3Obzww8elXR5XXF3XY2evHf8/Pyxl +tcP3z00KcNbV2Gdr+uP6HbEbVPIp0Pi7Snkg0B8Hnb58f8c9CtyP6td7m+aP +WYrvemY/ogA7S2fqMeyPC18RSx+eUSCX/ke4/5s/th3ryxcgKKDTc0FmjJuB +Rzn/OLm9pMAD0Tm/R3oMfFZj4/TZTgr8bDmbrOrFwKru2241vaVA9t0iO69o +Bm6P1LNe/UQB9dTrUnrXGTjsitMv42EKaAYlj1dXMDBPZdDVQ2MUaHv0ufh7 +JwOXvYtGDycpcCUk6mfFNwYmz18c/rFAAbJLnM+2fww8JVp8QY6JCgyoiNzK +E4Cvkur0AtipENvu/qRUMgDr+7/7lMlDBfKY8N4e9QDcd/x34hshKih8u8OT +aByAo3JY1HkkqKAoymzzwjIAizaIv3WQp8Kxf73nMh0CcM2QzrFENSpQsnvt +Vl0CsB+ro3ydLhWOP145uuAWgJcVtncsmFChR6kl4uw6zraPOqxnSQUzmRNp +Zc4BGELStkU4UEGfr/lXuF0AHjx/p/muOxXcvu7e0WQegBMe1IYN06nguHKe +r0w/AMt1vRGUDKCCbPCjJS3lANw8MVbrvYsKleHiczZiAXg334ZdV8OosD9o +rGacPQCz64lxdx2ignFe5kHVGQa+S9V+simOCulaQ47L/zGw01F7hnUCFfKW +XPt2vWDgX9cDNsafo0JN/InhkPsMnFp9pLTq0np9kTxvuVIZWPNTCm36OhVG +32Y2eYYzcPdywYpGDhW+zLAaWzgz8AFJfGdvERV8TjaNfVBkYH6L164FpVT4 +Wm92V5qJgSuCfs7+V0kFCQ/JS2Lv/TEtkSlbtJYKWw/eePGixB/PFYrYUZqo +YBvMoCnG++PrLzX/pLat6+VhsNfUzR+b/LDNeNVLBbVL515t2uaPP25mmLP0 +U0GHahmdOuqH49QOfzcbpMKRXw6lHY/8sITrhbToUSqov0k0b4vyw3UR+YYV +f6jAdOm5/QVTPxx4qfrL+CwVbu9quCi05ouZH/ckK69QoUiW71Ek4Yvz34xq +7mClgXOqk3rhcV9sPbvad5uTBss6N62qTHzxN2HhEx/4aVAdUZFZOe2Dk401 +lATEaaB2/N2n3BIfrORr0+0qQ4O7n7dpJgb54NY4v6izyjQQO5FZHCTkg0Nv +H5Rq0qLB3K/twxYt3piLONeyYkiD8xFV3gpR3rh0MHe/sTkNmN6p/OFX8MZu +G6pEDtnSIGy32A/uXi/8V66bKHWhQUXrp/PicV74su33PT8oNEgyZ7M0l/PC +untWtsj50eBGo/W2E610/PasYBUjmAYC3J8nhsPp+Mh9te2ZITSINT82eJiX +joU7rDa9iaTBqKiXCqmchqvGfR5xR9OA987ZKVMyDftsOeDtcIIGb5u69ZLH +qXhJ+yxTYjIN0qZf8Eido+Isz5y7z1NpcHElSplXjorNDj8lL1yjgcyXRrlg +TMFf0jsXdLNocI3r7WYJTwo++WwkN7yABiYbWaccRj2xTP8/h7v3aWB86sXz +8VhP3LjEPzlUToOTwa8fCHB74p3bVG9IVNOgoGhoufG2B95obmnpXU+DvfWx +pawaHrgo0PvnlRYa9G9/Pfa1howdTu2/3NlFAwufaO+d9mT8Mz/ZZFMfDbQl +7zWp3XHH55tvf7X6jwbTbN2czNVuWP175bnjI+t8vkWwf5sr7mTv0Kn6RYOj +Md8NPPpd8H6V4f6pKRro+nxMmvrmjHmdl05pLNHg3K6YnZ5/nXB5GJ/qXmY6 +rFSYdiYsOGJKmvLr/E106GSvUU9fdcAzZRD73xY6MOTn/W9tcMDpvXRZURE6 +XKr/7FbMao+NpsPbPCXp0F+1fKSD1Q5/EDx9MFWBDhDE5yjJYotjDLPEX6nT +wfq8ZPTjNWu81buicYM+HfyZBqezl6xwbUxbqBmig6jQ5Y6laUvMuPWVP9qK +Dn8mbU7+98sCr9Uu1Dx2pAPBJX7weTPg3C9bdoyT6eCVm3BGrcwMWzIpcSp7 +08Fxm+Sy7nWEh2XMK4ID6WCx7LWd6bgJTrKm+d3eTQctrVyluu1GWGFXGMuH +cDpEjlvFZVgZ4JbkxBL+I3RQ6XjxqFxWD++9e5PieowOh84cTzJm1sGb28r/ +nUmkw12eZ0VFtRq45NergsbzdGB+e+uN12EV7MI96LxymQ6auy6ZfFBRwOOa +89NGN+iQ8v7M8on/pPFFMk/WwVw6TEQ0qJOlxLD2QQWb0mI6KOkFp3id4sWv +r5r+Hn1IB1JPfy46s1Zz6AnlmuxTOijPb/TifN1CEnwfasp4TofEFLPPW+s2 +oKcLp0auN9MhINguZXqVD3mJ30h53U6Hpo+5Aym3xdECeqTP/YYOvJNekkK3 +ZdBNRstn+490KK7YZswzpoDQiS9JCV/pIBz4gN/fQBV9zp1Vf/6DDsct3V7d +jddE8Y1c7+Yn1vu5xhHXHayDpEbkjuvO02Fo9zDfTJIeqt+IFMJX6cC2Kvs9 +438UWnk4Vl8XDSlJA5KEZAghkSkOtjnzzDvfd54MSSn9JCGlQUmEJAmlkkKS +HCmVZkUh0qRCoZKkVPK935/32Xfvvdba69x97/PcU1aIYxDcWi5LgkSpns79 +t22QjJd48zsFEgSNfI073WeLyiKSNTUXkeC4WG3g6l+EPDLyWkjqJDiywuBt +voojGqy8EH1YhwQz4t3nzF3shPY8aVFpXUkCg5FkDenlzsjo28trs81JwJE6 +6HjM0AU9VBrnu6wlQfGW8EU3VruiKMu587cDCZxvj05RrdzQ/HCduiseJNhx +sCcy3NYdXYy3Jcb8SHBH1bf1OPJAQUcDZ60KI4HLXv9MDft1aKxBeEFIJ0n2 ++XWpJjtPlP0yKbyES4J3l/O/r7fxQlb/jvx7GUGC2p7DVhprvFGXVuVp1Y0k +SNMeLawx8kHxzrf9g/8jwS7pee3LtH2RGrd3IiOZBE4HdZP8VPxQQ9pY0d10 +Eug+yys3mu2PaKfnrJPOJEH1QL9byYQ/mrq7/Kt9LgncN5WdPfE+ABV9ssmL +Py6JNwwtmi0MRDA3AGrKSGA63Rcx8iIQ9ZkIBkcqSNCs8/PiZr8glOq/PdPg +EgnWxm1vy28KQrobcmw4DSQws+138DUNRi1ZFW8Km0kwGVn/ZXdhMBJcupn+ +/B4JxmJbFjrNCUGzO3tWK7WRYHVgxO2YuBB0dmL0ue9zEjjO9dWf/zoEeS+R +S05/TYIhD63Xyh6haNhWy/BmPwn2Bz2M/u98KDpAs277O0KCwsWtcTaKYch0 +u99Wm3ESGHUUSXvEhaEnRbzlG/+QYJH1mUXHO8NQ7I1t985Lk4EbKKdmaRWO +lN4d3jA4hwyKv+4GSmeHo1qZc0t0FMlw33Pqzr8v4ShsRfMN+hIybIrrrlju +RUITHt2iPC0yxEtdJDNPklC+6OvCp/pkuLZqa2HNTxKy3TfrqoIpGWJ/Dykp ++5LRiwpN9jorMshFNf73XxEZJbZazkm1J8OgjO3Amy9kpPnVp7rRlQyuLx9F +OTlQUNNCLuWnNxkyClWeH9lLQaw1CVJrgsmwnzo19eIZBUmFZp2NopDh6+e2 +d/IaVFSy+UxQOYsMifK61ss5VOSWd32yT0iG3velGSqnqai/vuukRgwZznCJ +Zf2DVLT7xWcv0hYySD9a8nGPAQ0Z/p05lrWdDG5Pu+785tHQfU2NgkdpZFic +tLfCspiGIsDCZXYGGaScC5rNemhIge095JxNhrK2lamfFtBRZSr7cGIBGQTa +ZEeqGx35l221u3KSDDrbi8lJW+hotCXz3bczZJhZ/YkIPk1HWYOn95lUkWGl +4923T5/R0Zo5TWuEV8gwN13m999/dNRh1PniZBMZ6LM+Pmg1YKDNviOpL1vI +cOzgjD0u/gykul7GWLVVgj8kfil5IwPVZy59FtQhqdcWFTo3h4Eo1ebbMnrJ +IM9830K+xEB/nnrq3n1HBgvzV9P2bQxUOM58KDVEho4dO1NrhxjIYXH8Jvtv +Er39PN0apQn0xuagevwvybwKB/OClhAomXLqVvU0GW5SVGCjMYG0tzVGjsyi +wIFympSmPYFuFT5TNphPAcUL9tcCvQnEaxrCkvcU6FfOD5sXTiDZt1K8Qg0K +FPhsuhDMJFC5lJrCc10KqDY5SmkLCOSpa1araCypdyYvdGsEgT65raP7rqHA +Fux0kRxFoP0CYma6LQV8+lQLmyMJZLJn8/lmJwpMbjiTXiMiUOvZjNC/6ygg +63Yu34hLoJiHpX+tAyhQ1fhy1koagRZ+biiLDadAyxfmgspAAlXPf+p7nkEB +K6+mzXWuBAox+zQ+wKPAlIlnurslgcaDZhzXjqJAHNz4QtUhUO4mVXf6Jgow +Uzh7fs0jkM0R08+5CRI+yjPclv9koO469yPtKRRwWrFWqvMVAyV00x0U9lJA ++l33ZbWbDKT+e1O/xyEKODxJOP6tlIEa1fcfSMmjAEXjZTdzJwMRDiVWjUUU +EMkuSRayGGiauPpq4hQFjh4wY8xFDFSc3LbLvFLCR69XzV+ZgVxKBldF1VJg +g5y9zZpPdPT+1r/O05gCtfVzXRsa6SitXyWp7yYF3Me6Xn88QEf6s1fpazyQ +4JtfP3WDTkd3Dd0eh7dTwEvOaZHHSjoSedO2ZHVToHLsasO27zQkH7Vx2aM3 +FFjvxdwhwDRUcWDvnVmDFCiX3vxTPoWGfC8Wr3f+QgG741fI691o6EvblcWJ +PyjwhucxO1eWhjLHHjfV/aXArUe5Gem3qchs0YDgmwwVVnXvPOSZQkVPrabm +m8ylwpHBvOrXiIo2kRZdEShRQXEWeVfAOAUt+s+YeVKNCmoLruQXn6OgugKX +2S+XU+GTQ3/0c4KCSI2Ui4sNqZA3aHxiciEFTb7aQApaTYWyDyd6FJrJqGA6 +fXq/NRXe2LLHF8eQEdI+UX7HgQoK/FX6y9TJ6JVLXYCUOxV+BX4+a9hCQkm8 +1p/Ilwrvx62jHaJJSGv3hxNbQqiQqQuxXGUSai7/s66aSoXbkVdWlFwJR5z7 +SqPDbCp0/koSSlHDkczwynx9MRWM1n5bsfd3GDql4OzE3kCFpmu4y/loGPIw +JX88Fk8Fp+1yXy2sw9BgQMyhriQqjLvZaIjaQ9He2N1rFXdTYV/A8nmDEaHI +KPv4W58DVLDb9XjrVelQ9LC2ds/uHCqkKQV9HcwPQdFdD82aj1EhmHVqKGFV +CJr/6133nxIqUGhLbyTcCEYX1X4nW5+jglLG84KvQcEoCCmujK2mwtnEpKK+ +viA0Rjdsr6inwuVM8mfyhiCUnQT/DVynwsaRlj7GVCCyKg7X1r5LBelVpcO/ +9gSirubo+7THVHANJNlZKAei+PdpsbmdEv2D6tRM1gYgNdlCtfaXVKiMXq1J +WuePGvQvNc/9QIXJkJbYvyF+iO75QOwxTIWPr669MCd80ZS4TzFljAp3Z/M/ +zhP4oKL9v67iSSp0fXm2ojzSGzlVLuBMzKCBn//cuYtivFDfY315czka3Phv +55qIDZ4oddShJnIBDTiBX743xaxDekph1NOLaWCtuqBlRbQHarGIku7TpEG7 +hap0jcgdCcJ2nlNfQYOBXMULmzluSC6+IDjchAbB51N/p1Jd0dn86t+HLGig +VKp1bjjQBXk33Ct5aEeDFSU2M265O6OR3jfes1xoUFT7olzD1gkdmJoYc/Ki +wePAEl+NcEdkqjX/2LZAGvjrXnnIsLFHbU4rXOtINNi6T/faqsV2KJZjPzxK +0GDi9qklzWM2SCktJNtYQIND7S+Rb6sVqj0VgQTRNFjJiTWVPW2Bwu6mvC+O +o8GawjfpWtvN0cTH/P2922gQ3m0eV3TKFOXLV1ks3kkD0umOz2n+RsjW5G5v +4D4a8PHfR74/VqBev9c792fRIKihsd2zQBslxvwwvpNPA8rL87f3b1uKNLMU +OmYU0+B0hLh02Q1FdL1GNxGV06A6dOxBvaw0YnXY6W25QAOafGMcXbXaTmoi +6FHVZRqkV+Tn7PoxA5eqiuOGG2kwPPMIp9NWEbvZJmvo36ZB6cwL1St/qeF+ +at5t1kMazJmtd28bVRunJ16IOvaUBgl7zhVcvbICGxa1LOrqocFnxuRBrrIR +vn/9ZePCPhqwFHu05keb4si+7zyfjzTYkvjnrz7HHCvIzJ23+ysNmj58mGZk +WOBKPZ3LNyZokArqBn9qrXCAhy3jzxQNqnYc//241waPCgNlrWXpkFFJM704 +ww5n7RVWblCgw3Y/hcZYXXtsUZEUVqFMB8/3yZNfXR1xx6MjU/1L6RDv7bJd +ytwJb/5y/tRyHTrM3FxEuunojFUX3vajraTDxdgYpr6PC6437/1xxIwOl4sf +6KqFu2JKyNjxNhs6vFja9SqN6Yb/xM3xmAt00P0xsyVY6I4Lc5d/cfegw2o5 +xbLIaA/sWG+Tm+xHh7fZu+lXYtfhNz3+jjiUDhupq3SXxXni5D/8gR80OgTf +fr92T5wX1tHcftCMS4fNvX8132z0xrccc6wjI+gw51k9VyHGB/NYFa9PxdLh +3ROfK39EvnhW6s3db7fSoZ7RPp3P8sPlpT2m6sl0gFOVju1h/tizZbQrLJ0O +55KHx7I8A/DQwOwdhw5K9DpK4fA0AvF+OS2Dh0fo4OXhe9w8OxCbGFk/kT1O +BwP+dftyuSD82Mcv3qmMDtH1e07jxCAcE83T2lZBB45+xSve1yC8MHPb3cs1 +dHDcW92bzwrGNVWHY0av0kF1cQHXry0Yhzw9q2rcTAeN76MRWx1D8Pj3G9f5 +9+iwPnV3/4KKEJyr0i0sfkIHq5PBQvnFodjG5uuC3i6JvqLFJ4kdobibPKte +5TUdBoVOX2QGQ3FCgiYrsJ8OOg5vFcZ8w7B6oaXc/hHJfO5uGl9eHYYbr/lU +tXynQ+2qRap7lcMx8YZDnvGHDunveS914sLx9IyEGUiaASIBp3XgaTg+qZN1 +ZvMcBszkXAloXU3CLm5nAqsWMuCwafTdx/tI+D3/+q8hVQao5IVx378n4V3p +XcUrtBhwdAmVkEFkrH/2sydLnwHJH0c+6B8i47sPZn4rWMWA4QtG0R7vyVg8 +on6005IBd5xpkVRLCpafb+G80J4BAaU3v9F2UnDFau9P3q4MeMZQsXdro2C/ +IHbWLm8GBJ+pG1ZQp+IvG7fa3ghigJ2xx7wqLhVn5mT2/SYzwKvE84bBOSo2 +rzu914olwSMHG9d/oeKnz6+ZbxAyANfmpCSZ0fCmyY6ec+sZYOSQFB68gYZV +1EdS+jczoLoz1PFDJQ3X2csYLd/OgOdzzHeZfqJhErH0KTWNAVUtdrHGOnQ8 +ucM84ch+BvSqh+7qJNNxwUlPnbbDDKByRj0NDtAxusV8IF/AgAdbFeZrXKfj +Vx+2bHQ/yYCEc1quF7/QcdKsg0uTzzBgalGWxSt1Bl5ueOpmw0UG7JQpuVri +wcDNXo0RP+okfHXj//xdz8CcyGdKZk0MmGcpGPiUw8AzDww1RLQwwLchiSys +Z+BTF6S4px4xYOPhzthNPf//f3bJ3LfPGBBfYjtT4RcDf/y2+tLSXgbYKzsM +mS4i8F7ldbSwdwzIkQkP7FlFYCMrQubQJwbsGK8NlXMn8KPwzRUPRhlAD31Q +WU8hcPTWjBDZXwwQ/he1YDCSwPMLSv/ANAMsE34tPbSNwFW4oTRhFgG81blD +VXsIHPSq3efyPAJM5Avk1mUTeOzfx+9fFxFQGWEfFXiMwDnLZxQaaRBgc3zU +71Exga1cVN34ugR8f5Y3p6GUwF1c05ETRgR4zzWBpWUE3rrLPUeyOGH+li3d +n08SWK2cbq9iS4DloXBT6+MEbri36UOAEwFaMzYNjR8hMH1oX8a+dQS8IV88 +bZxB4Km5JZYt/gS4BQwP9e4gcNGqqy+nwwiIWG4yNiuWwE4BbWl2DAJm/vV+ +X8kkcN+GQZPNPALO2L1Mbfch8M7D/zouRhKQriV3dqMVgfVqVbYPbSTg6rwk +tcMaBG7pNFmxIoGALWWpsuZSBBb+dG1lpkj4tbkVBb5nYDk12uaCPQTgltuT +YzcZ+KzdRs3OTAIOrdgpXFrMwD70vS0L8gjQ+/3nxv0EBh7ZXhztXUSA5+GC +/2aGMPCBE1dUdp0ioFt1p8ZjQwZe3fz42vXzBPxJdj1h9JeO2971839fImB7 +jMugZisdx86cmmeFCfjr6jJccYyOlfUX1cXcJMCg+npCt5COa9cZE+fuE8C4 +ls0rN6fjMLHLrP42AkIe7mFpTNLwz32UC1rdBKzYEkBHTTScf35DOPUNASix +yk4u5f//G6f/yxkgwNFiW2a6Mw33fi06/eQzAcqV6kuapqk4UbHOX/4HAeUG +NmuqMRVrWrROuP0lYHdXYJ9gMxVfD/1QtEOGCTrN7SH9JlTM2vLHo0GeCRc1 +jLZbvKNgqXylr+OKTDghXetBPkLBpVdX5q1WY8L80d/dVA8Kdut1ksyOCdkT +watcfpDxwF/SYJkBE5btMrFVKSHj9GUxmW9MJfVDRw698CVjQ6fdNkutmfAh +27Ai/wcJP2AffxPqwISnuSoPwwpJOHJnbXqmGxOUN89fu8SZhBVOPVz9wIcJ +T5KLfAbeh+MLd949nxkiyQ/hVd1JC8cBHyd3AJUJcYcWlN/QDcejcxQNE9hM ++NSjkd17IwwfNjZsqxUxwezyz5nL6WHYwg+2fo1hwvTq/07l/gjFHevDlxvF +MyGw1eyF54FQvOVQ9D1eEhMGBwQhTrqhWLUmbcOJXUw4f9N9ePeVEFz/7NiS +FxlMuM7vTNf3DsHUHzU3FuUwgWvX+t6wNxj/WfxAFHCMCb9HUg/mRQTjwrV9 +C/eVMMFtw4mybb+CsCP1V/3ts0wI35ht/jotCL/ZtoA9XcWEk/+Ovbi7IAgn +H9efY1fPBNekOUzno4FY57pDddx1JlT0mPFCtAPxrbehlIt3mLB78uGS+YEB +mC8dJTXUygRVj2nzh1R/PEtv51m9TiYEr3Z89o0j2bfuBUHMl0x4EHLhQa5k +H3sJqyePvmcCXlrm+yTSBw/tuXeyY4gJWjfj5GqivPH+c2+8FoxJ+D0h54ZF +euFVjya+eU0yYZ16zpJ2oScenJjl5zKDBcm9j4MQZx2uT1c6+UaGBUF5xfMq +qB54z5JlPxJns+BqqoaZdZA7ppxd6bV0LgvOLg/mj7m7YSM7q+NX5rNgvDzo +8fhaV/z7gdO3UCUWHNWU8Qg2csEPab7uYyosMInec0JrqTMuHCEdzVRjQXl7 +4vdYOScctZ372USTBaoa/tJNQw7YYX6M84PlLFBLzDo42Yzw/BMJR4R6LMj2 +m1nakmuLX6/e/WmmIQt4movPBIlt8MUbWQ4lxixIaJB3e2JrhZODjmfBahYU +JAU82yBngQPfnel/uYYFjD+H3MWdZlh7U61tgjULdr+Iqe1yXoXHZG4cULVj +QenXGr/gLkN8M+dhX60DCzaf1+suF+nh7BXPrYKdWYCTfklHjmlhXt27vV/d +WCAjW5RbvVAVW6778irDkwUp+74/P0NRwLLdk+ZGviw4/i1j/4JlPxq6RLK7 +7wawICx25Oqx8RG705MLX/BCWHC+7vCd3XPmoPh9GqbSJBZEJm3+To9QQZ7q +hqknqCz4bdCZUuG/DC05b9FlT7DgXFzDioR8XfTJHoxesFng9WP3e3s5Q9TQ +6p0Uz5fgtY65YLvFBO0jwp8uErPApcpGflasGaJ9ZevXRLGgon2t7+lTa5BJ +cnRCwAYWzNo+tuRBtyWaWvjf45FNLDhWX1rmIG+DWk+m6eyLZ8H+4HPHH9va +oqI1h7YYbGNB/B58xEeIUMytYw9uJ7EgpFWJnXbYAUFo+TJOKgt+5i0P9cGA +FvbXbJzexYI13m+yr446ob7NTXcK97Lgq8GKLSJpF1Q968FSuwMsSKTb/S1U +ckWpeZ3rnx9igfEYZ5WLthsKMey7GZcj0Ze/45uLqTvSvTqyWCmfBfk3OuX3 +2Xqgca9fERePseDNaet7Uq7rUMsLmeu+J1hQ3E56mu3tiY5ELlAeKmHBVsGt +kpWBXkjwd6kw/TQLns1797gixBvZHNDHeudYELCc/FM6zAfNXrZmwc1KFrxQ +chaphvqi7gsOXGY1C/QLizvaA/3QWfC68reWBbdWVc5Q9/FH/7WFzi2oZ8F/ +nnMKX7oEIG82i2nTKJlP2/X0GRqBSH0s8lLHdRbUDFQX2x4JRMOp8bM33mJB +Rqj+4wXzglCj8k7agrssoMREk/7bGYQOlB28eP4BC9DHuXLRv4IQw6pAxvsx +Cxx+jd/piwxGpndOkQbbJX53/FTw+FUwmg6vrkjrlOT31eww8g9BTwYbp7V7 +WLCWtSt8pDEEFW+9F3L9pYRfSOIreaNQFDuno5z+lgUXFDoPJh4JRc4Fb/5M +vpfEb4f12EyHIiXj4YC8QRbslCVPrhGGofd4otRymAU/unb68lrD0CVf6V/t +XyT65kca3DQPR2mv5vnGjLHgDHeU65oTjsLWqxUrTLBgdsmH8dfj4WjFtN74 +2UkWKPiLgjJCSGgi08xz3RQLaMspW12rSOjucvvCDzPYsPziw/y/8mSUV71u +NGUmG66Yqp2t4pKRyCXETUuODbHqVmXkBjKyfUbkN85lg9Y9du/n+RQ0hxcx +QlnABtvzL86L2RT0Ynyz008lNsQXHEtqqaagil0pOTmL2eCdl1D4e5qCti0+ +8NF8KRvyO7scpX2pyLc83/6JJhv8VWekdx6hIs21ZYeitNngUrQuM/oVFX25 +d/HDnBVsOBd2PPGWDg01UfDackM2CHckHG3j01Dm0J0MNxM2pBYuyTp4moZY +256+7VvNhn1HrDR+fqAhM4XXljss2ODo/vXOTG06kjr+aY+GjQRv2TbHGiod +PV314+VVOzaQ1+vU/M6io5KmGeYkRzaUN/+823OHjjYFKOwad2bDa6m/rj6T +dOT2VrUny50N3x6U+visZKBFsbqrVnuxobXt+eyucAbql1qd8siXDdyn2vWD +KQxUd9iuUxzIhqD+7ycTzzHQbl2PlbND2XD0X9P8rDYGItUGbS8jscF0oChI +e5yBDN0Z7c40NqxImju+UoVAvzpFK94QbFhawUwstyDQfUHcf4kcNoxePCud +F0Cggp87WtUEbDg9kXD7h4hAEXv2a18Rs0F56wpR8w4CIbW8zaHRbLhze7/2 +r2wCKZwruf9tAxv0OXSn/FMEeml3QTMzjg02kHequJZAlQ+vxppsZcMF8xrX +hc0ESqK3tNzfxoaXaXV2Aw8I5P+5TU24gw3tmrOatJ8SSCvpZfTMnWwwSvj9 +r7mLQKPzPzaf3M2GkitPVt7pJtCNE99VYB8biufqRq+SXGeZTYtfHmBDlkbN +0EQHgTjN8k3/ZbHBL+2+ns4TAq0JXqykeoQNC777d1y4QyCZ99qC2nw2CKJ1 +/xZiAnVsWtUQVMiGfvN+48+VBCqbaTv/6wk2bD81oVR8nECbj7hxMkrZ0M2c +WHxlH4E89APrVpazYeVnULTcTKDFV2jyd8+x4e3JFAU1BoEG1wkJ3gVJP9WM +QZELgeq7N9ZI1bDBqyKfqb+CQHvESbNOXGZDi4GmaagsgSi/91Ltr7IhLjTF +6cc7BjLaf+RCT6OE/zzSIYUmBvqtflI6/gYbLiVXzjmey0APz58PX3SbDSZD +30vORjFQoUP9ueq7kvN2VORj5cRAUY9v/fN/yIaGn+qWrooM5MB8EjzymA3O +5ganu97Q0fzRF6f3PmVDygkdt+8VdPQmeeC3fpfEn7yzS49vpqOLimP+t3sk ++VXZnt32dJRcMlXCfiXx97zRqrNSdBRkMefnv7dsqNwe5rb4Ng1p317kU/iB +DW9k367TTaOhsdDlJ2w/SvJ/OFp0OdPQrX7j713DbOCfsNxjOUVF2Vts1sV9 +ZcOq1+lfXOuoiDfb9Zjidzaw1LKXy0dTkVW+/9cLE2zwXDv0MkObimRXUl19 +f7MhareW2dNnFNR1lZ/3aYoNRG8zvN1JQeXescO7pTjgcJqffs2cguJ7E0FP +lgNmyXl/N7wiI8+oPdnNchxA2jkXpNLJSG0qe5BQ4MAzVw9xvCkZfTpwAv1d +wIGyP0kLXjwjoYZlFZlHlTnw2KmnxzyehPZfrHtvrcqBnsYKs/QlJERzumnT +sZQDqm2NO95dCUcm7a37Y5dxYHqusblvWDiaYve8ma/DAdOxof2PRsNQ69gH +i/MrOJD2cOhe5L4wVLRzNN1rJQde7Pv11VwnDMUs+ts7YMIBYdouZYP6UASn +ZpulmXFApynQIcQ3FC20Vk7TtuTATNLW+02vQ1DfnWXdTTYcmDWqqbExJgRV +k4xM6IgDH09UOm35F4xSP1olTzpyIM5lSXbH/mAU8p9zR66L5P4N++7kqgYj +XXk/Q0sPDixr13K9ezIIjReQE9u9OND85W3qBqMg1GLMa1vvxwFmx5e449WB +6EhjjJ5CEAcCq27Mo9gEIoHftq1nQznActpeT48PQDavdz/yIHMg5drtjMDt +/mh2zOHlH2gceKQX4Via7Ie6p4/HpTA5kLQmRiUixRedPXT23jIuR/J+Okem +YYcP+k/7skajgAOLK8h95du8kXfNjQ2UCA40PbTc4LnZC6m7Pro9Ec2B7MVy +t6uiPNHws+dLcmI54DiHIjXBXocaee+jzDdzYHWbt7NpmAc68OPLjcdbOTCQ +1/YgxsMdMXb/XhSVyAHrJvOWdis3ZKo6SzwnmQMHtmR+jNR1RdPlitdO7+SA +el2MUfgCF/RkraaiWzoH9sXKaJ+ddELF9w35ffskfll16cjv24BiqZZXkw5y +4ElAUm5XtgNyGYZ5Goc5sKrxyExVFkJKiT7sq0ck8bn6B0dW2qL3CqTL4Uc5 +MHTn/Yr0b9ao9jhnznihRH+xXNHiK5YozXQ9I6uYAydVuNsfJKxBYdf/qzYt +40Dp4s2xT+3NkH7gLtlH5RK8Kx5eavxtjCbeHqKIKzjwzSZQyeE/A3Q3trBy +1kUO2KGjfnt+6KB86TNSZTUc+FfkslL6rQYSZV8Kc67jwNb+j6VLniojW73r +Z19f5QD1/EuOfZoskr/8YGrbNYl/qq/bDM/rtXvh3hWk1syBcmmTCdHOqYaK +rr5Tdbcl+G+d8HHeuBAnCj9PhtyT+Nnt6KeMVDXs++uX37eHHDB5YvI0wVMb +a+6dWXLwicTf3y9uoj5egb+oLZwwfsaBPHbnnZ3BRrjpnLr3/S7JPCv6A450 +mOJMZFAkeMGBzvC0larnzDHr0ZoxmdcceHA0QSb+owU2Yzh6nOzjQPWxsA7b +FdZY6otXgWM/B+4cjf5pylqLnyaFfen9yIH4e+N5K47a4ZIFbJf/RjhwLvZb +3cgTe7ypOCp38SgHUq/rq4TMBOxmvnXo0neJHy4fva58zAkvurnTMegnB8hH +22mFNc64Pzjz8JffHHjt1/f13D0XXPe+YGD/Pw5UvlFQNnjlinfHnbZbKc0F +Wm5C6a+vbpgkW3PwjiwXrBVr62ZLeWDD3GvvuHO48HYxCdsvXId/6d+3lprH +hYh7WQ93aHri+1c69hUt5ELKIxd01dALF3i+fY0WcSX1j1x7au6NI3qG1/So +ckFO7mTl5bU+GEX83L1FnQvedR8FPg6+WOGPdK+yFhcC/etnbgc//HL//NXV +OlyoX71k2gL8caXG0p3++lwwVhvzptoH4KTKFc+HV3LBQsZFLlo9EPs7mhvv +XcWFr9dUbvvnBWKtJ/Y79M25sCH4TN1dxSA8yvR8dsuSC8OfPait+4LwjdEQ +A/ZaLhwV2DqESQfjrBTmtn+IC8EtMQZhW4MxRynyyTHggu048+PNkWBsUbpF +19aVC09LsiNzmCFYxjI1vsuDC3OtE+uvt4XgjtsHHm7ylvDvW/zazikUnwo7 +qqXoL9Hv/ie5v5WhePNA2aYLQVwQHLmUMKkWhj3iq+76hHHh/UBT4sq0MKwq +16j+icwF3YUbi1NHwvBg/t2Y3XQubKzeufdPcDiuX/nsli6LC4tQlub+K+F4 +b8Nr1WauhN/V+5mGS0mY4jMUSQgl/ezUDB4mkLDRyx/X/0Rw4ZhfcVFEDwn/ +iZJadHQ9Fzo7Vj35Z0XGD6cURNYbuZB3S3RzxyEyLjy4pPHZZi4se639sP8j +GUdr6S2M/Y8LqzJ6vFYCBTtUrebN384FfrLTE5dsCp7vjOorkiX4N6yXN+6n +4DftHgpeaVy4mlhe+8KSii9yglkD6Vy4lqh01TuVipO/M2p37ueCUBepxrVS +cVCaWE47kwvVjVsHAxbTsLbKZnrTYS7cjsnKeE6n4bFTyVW0XC4s/hKVOPMk +Dd+yzpg5eZQLssIn29re0XD23Txy7nEuPFNeddJKh4555NLzFie5EOUSr2rK +pGOrTxdmtJdxwaC9rKj2KB3LJjSErj/DhQV6hotut9Nxl/ydM3PPc8Eh7HEp +aTYDlx9r/3vmIhfsfB+8irBj4HiTV4Eel7hwmvuaPxnBwJ7XPpa9r+PCA/la +2+l8BlbzH/+V3MCFe5UjcVtvM/Cn19O+y5okftcN92V/ZuCGmLkncTMXPn1s +NapTJvD+Gao/yC1c+DFj7c5NNgSmZel4Tdzjwt7IDwNHyAQ20TE9nv2IC0qc +w4uWxhN4qsb2m1kbFwYfQ8ffwwRudXV3f/yMC7kbrzqg8wQu6gg8GvmcCx9B +qvjpTQLH8Omf5Xq50JI8sP5GF4FhQuh8+rWkXvOMC9IfCbwwfdMR13dc2K1U +l543QeA+1R2f3vZzwb56MGu7NBNXn9nnkPSJC/L/4PmluUycapubpf5Z4u+C +b0m2Skwc8uBkf/0oFxjV2WvnL2ZiPVqlbfg4F7SPJLWZqzLx+HD9ge8/uVCl +OdutTIWJWxJv9x36w4WhNSaP+YpMnDuvzcp0mgu3tjrXbJFnYkFR796H0jxg +3aRTns9gYpvVg69Es3hgQtgH7BknsNyNMfNZ8jxovvtBb18/gbsD/+0qnceD +YfuEa6+eEfhs35wXToo8OLRrrU7adQInbFQxfb2IB6vj9x5KOkNgbxnt1G1L +eFBa3tz6+CCB1XNMupZo8MBI427Dlo0EHtFba1SnxQPvv5P3t4YQuPGya1KI +Lg+mdBqan5sT+IBHwNNRfR7M7/53JHcegYnnVP2DRhJ8OY9u1A8wsKlIkGBs +yoNRjYg7ztcYePpX7ON75jyQ/TBNWGUxcNve7ToCKx7Ef5wi8jgMXLx07xYZ +W0n+ksSTkeYMHFuR86DYngcHLvUtqJuiYxf74mWOTjw4N9p2PuEuHSu1Vmzs +deUB+ifYfu0gHb9nXLmzdR0P/PWhMzWEjmu/3Fy62IcHjGGqwxMVOk7b8Xj9 +JX8edD+Y3FLeScNhC1/cDAzmwdeNPV8XZtOw/sn+xV/CeDD557G9oj8NT5h/ +i9hP4UFSpVz2hVk0fPfm3yZDBg/elVRkf22k4vwQOeU7LB5kZz+a27uBikUf +lIVcHg822W9z3qpDxbabtfAMEQ+ebRiPe9xOwfKzjBcURUr6wyrZ/iQKfpFr +zUUxkvyDiyxuraTgCgOXK90bedA/85LlhqdknFjvN3fLFh74RhUu/r6VjH29 +KEzlBB5ILRt7FaxJxpoveJeqtkvmf8x1V+51Ev4SsWG2fwoPzBcLrFqYJNz0 +ZxttOI0HA8nf6ANT4TgzI/3inj08qPCrOCpVEI5Zmtky+hk8iDCfGaZlGY7N +LhSRbmXy4ODxClPPR2FYCs5VsLJ5sHPgd/wuThh++uTy9FQuD+YEf5PpmwjF +JazmkGMFPFi5wuUFb28o3vTtUfnaIh5oVskmqC8NxW6p3X86T0r8c2dp8IKz +IXiR8oeATad4oLNqy7C3dQjuL/1auvAsD+R9fu3ubg7GdZZ/flae58GZfnbA +TZ9gnN4yy9enSoIHZeordQRhUrhS8cdLPGh0XH+nnRqEDQc1x3ddkdyfktol +/zYQT8av9NTFEj3S/Wff5Qbi+3JWhTeaeDBUOXJ8+aMAXHDUaZRxkwdmFfFb ++1r9caSRr9ufFh6I1rnaDTzywwiT8vPv8+DNnXfv3O5L9q0vd8SqlQd2fRdy +Ft3ywa9ernd61saD8TevGNEN3rgyOiFnQ4cEz9CNPOFFL5z0b9fHed08eJr/ +yE6jxBMHZGbZV/TyIODOdamyw+uw1vLjhzzf8MBmzzGsmuKBR6vOfOh/x5M8 +PzpiM6PdcbNz7dqdAxK/mSiP6ZDdcNbT6xnLh3hA7W9O+uTkijnch2+vfebB +YZ+8v5MGLthivMuS9o0H0fWW7pHznLHMrnd7fo1L/FvVknXmHeAOlS8vj/zi +wdZZvk5Hyx3wqdOTZhZ/ebDjWfaMbjHCm21kd7VNS/BvSfTKW2mLPe4t7ImW +4UNvbtMy+UFrrErRWDV3Nh8sPye580ss8eAng5Qz8nwImdn+5DVtDa5PsOh0 +n88H9OjSr/PKZnjvXFj5XpEPsaeCUxRyjDGl0Ht7sgofPI+Xj8A/fWy0Krxd +U40Pv+3d9hECHfznGnsF1uAD399N9dhRdfzQP/o/8nI+7Ohsf9fHVcKFb7a2 +/tDlw8erZuFnyNI4ekOadrYBH9a//xkSVbTHzkHq0GYzYz503rvifnifNJp/ ++Nj9VlM+OPb/7u7ZroTe6JRrRq7hQ5RZcgS6rI4uXqqJlbPmw/nBrW4hm3VQ +sltTyylbPnw2dLMrm2+Agjrvq7k68IHMXle/4rQx0hZ0Rr914sPwXlnVy5pm +aGzibfN2Nz78itspJyVcg26lj6ioe/Kh446ezvULlih7yS9xvQ8f9vfGydWP +WyPeWZmmsAA+qK2X8apba4us7BYofQ+W9POtnEpLQEj24VLBoXA+DJgre45J +VlYXTb9hFZUPNk02Wa0TgMpHzOc/ZPBBprbx9qYlzmjrdgeOiM2H5O/jlDmW +LshzvledLJ8PL839Khf6uyK1E6HypSI+1OgdUNokcENDq1mEUxQfnvkoGapt +d0cNNyJrXsXwIb7jJ2s4ywPtD4qftW2ThE/mJr32snWI/i6VuiSeD5xwDrX6 +sicy2XTwwuUEPnz7NC99420vNCVTIB2SxIcKb6lrv9u80eOcU+GjKXxYOWMT +yazXBxWtqD53YBcflvl03p1854ti6hr/Ge2VXDuNnXD86Iec1t0LvpfBh9zv +q1oGhvzRwu5np/mHJPmOXVt6hwJQn+jNb+kcPiiyKqNl4gJRzeSQf3EeH2aT +Gm+t/BaIUvdNlDgck/Q3lD/SFRWEQtSlf74o4sMix6YL0wNBSO/8PJ+tJXzo +6ciUPsYMRuP2aidUTvMha3A8tKgrGLW06n2vOSvx01ctyrRPCMolzNYFVvJh +U4T97kvXQ5DgKzr2uYoPW0Zm21SZhyKb5HVf99XyYXpWxuWhk6FITjHE1bCe +DyPiIgp5YRjqPknktWA+qOsdafqSGIbOrokY5lznQ45pR27pYBhKuLUZZtzi +w3P5Cd/owHDkHZqSffwOH8qfHdvtciUcqfdnDNo9kMw7L4WzVIOERjbno+5W +PizeZXtgJImEGmeVZW5u58MCucvPqt6Q0IG8i++VOvnQaupMYTqSEWGIbaq6 ++XBfv8J+tICMTK/e2e/3kg9mJHY57QcZTXs9fTP0hg/vwk5nH/WjoLYXryz2 +vOeD4L7x4MlSCiqO/JS+YpAPl3nNwqifFBT7d7z35hAfTi6S6xj1pCKXAzPM +WF/44ONHmWWQT0VKyxTSpr5J8nvW/57VT0XvL6h2F/zgw4GlfXZ7V9NQLeia +rJ2U8E9xSD0dT0NpbabJnX/5oK/3KIx8jYbC2HYdG2cIABtRm/Nn0JH+mLvh +wpkCOK3XpM5xpqOJ1KDEytkCGGvWy7y4g47uKjPavOcKYJSYHZqI6Si/TKT3 +cb4AFgYnfLk1Tkdiq7itu5QEwJ2RN5xizEC2d3Y80lksgF3+/o+qmQwkT9q/ +/IaaAK5IV4/5ZzFQ72BuHENTAOq3s/JCbzBQxdaSe7+XC2DGo9j+ayMMlDjn +gka+ngAUzB5P7FpMIL+CqxusDAVgVOWifcaBQJrGLbefGgugYMrtmhaHQF9w +25INqwXQPRL24uNOAl33fRk1z0IAquobe6dLCJT5avDGOWsBVIXNzGNfJxBr +/fdFnnYCWNT98sHcHgKZT/8T9TtI+Otar//7lUBSh+SvpToLQNG3csmamUz0 +dPlixeXuAkh4wa2pUGGi0mpt/jVPAWRXpbqJ9Jhok8uqq1RfAaRdLpURmjGR +27O1834FCCB8XuX8clsmUuG5sY+ECIBpGZ5i4MRE/eMBl9eQBHBsQXjYoCsT +1e2izWmjCuBb9f5D/W5MlL5YyIgmBLD2593V2pI4qXxjtTxHAKvvG+w56shE +hmuTZM/wBaCrt0TN34aJJu/tpbiLBdCw2Oil4yomuk85UvkuSgD1XpyNUcuZ +qGCoWCp5gwAeGt+rfb6QiSK3nQ/TjBNA4/M/wtR/BEIK9Wcb4gXg9VPx0PpP +BFI4fmuKtE0ATTvTM4vaCfRq1ZOgH0kCiFPca6JyhUCVTS9OHU4VwLtlR4w7 +jxIoKWBgcvVuAVQK8yL6/iNQwNtvfq17BfC95O4ZexKBtGKnTkYcEIDh0tIT +n8wJNCo1Z2J2lgB6NrCHh+YQqPnwIu9TOQLYM2+2q+sbBsrSXV7kki+AltGd +5B/VDMSpNR57c0zCr/ysz8xUBrJwt/HYfkIAf7Aod1MAA8l0uRQsLRVA2UL5 +3x5LGahD4P/lymkBTP78YrDzHR2d+klxCTsnAP2rDsqrztDR5j383LFKAZxs ++R3mHUlHHmqxQ5nVArixvWthnzEdqZ5LdFx1WQCh7y0O/fxEQ4N2ew4/qBdA +Dis5IecUDdU/zB4QNgrgfMBjURNBQ3vpJ+xkb0j4JjbOSFShIcrncwdLbglA +2+rvxWf3qcgoqe4d3BWAvPLBjofbqOjP/JvWrx4IYLjL+GyEMRU9OtG6L+Gx +RJ+yLeK6bgoqNOt5rfpUADUeMcLLOykouvnDmsudAviv87f2ehMKcgwe3R3c +IwBx2bHCwadkNP/9nxdfXwpgcKRw3sp4MnqzafbqA28FkJ7WILJTI6Oqmco7 +jT4IYPnUZXW9qySUfGTZ87uDAlCKVOn9Ek5CQfpGxvxhAfR/UVAqGwtHOles +dkh/lfC5kLHWLyMcja1zfnZiTACbXrZKj+uGo1vdvgYOEwLoOrhfv+RqGMoR +k7e9mJSch8kPfmy/MMT7zX0SPyWAeY+SZNCbUGS1P0ZXRUoIpywWVK+NCUWz +NLbF18wUglRGUR13KgR1nd/9MEBOCGasJaKWvSGo3OGw1ue5Qtj/8H6AcFEI +2vr4+KZ9C4QguugmG3I8GHkyz941UBZC1BXfM4f1gpHaaK16y2IhNFyVrTA7 +F4SGkm/EcJYKgZzIvmNjGoQaFB/dmtYUQsYue9GlqkC0v+S56nFtIZzIKF52 +0TwQ0S3eR9qtkOCrTjwWzQlAJre/XH9uKASGvdT8SsIfTYX+Vt5sIgSF2+su +W5L90ON+WZGSmRA0E1LOawT4oqItio0XLYTgVv07LtHVB8XM1lzoZyOEfRHy +zEgrb+SUb8gbshNClt46jxkrvNDClZb16Y5CSEmM/RGk5In6roLCChch3HL/ +pRg/5YFqvH1YN92FcL+Benb3gDtK7Q2vZXoJIXSzpX1+qxsKieLITfkK4by8 +dc6tGlekNxVNLwgUAtfn7SXtXBc0fuC/KptQIWSraSk+indGLct2zewkCWE0 +pUXpFckJ5V48RN5IE8Jlm6miN1GOSOBUeH4BUwjy+6kTjgb2yKa9fEYlRwg7 +7v6nueCNLZLjXAr1Fgjh6XMl3905Nqh7rOnMoFgIB2d8O/hinRU6u/PB37Ro +IST0h0k5Ta5BCYu6AnVihaBiNDby6YwZ8j7VV3Y9TgiGVf8SVS6YIHXrz7/o +WyXze2GZc3a2IRq588v39zYhTA7KbvlB6KJrpJkn83YIIf5MzI4mkSY68HHB +D8udQtBp261/dOEiRPyn7vV0txBKgocXHY6SRavlDY7H7BNC2elimum5Trvp +gjXfFA5K4uutH8yQmYHbjB3dz2UJoashXeTBUMQnG72OrjsiBMLtZnfblaU4 +1i/s84d8IZzh+w8vl9PBLq9ZzqmFQqj0elbyqkYfK8dEHdEqFoJpz8NZ1TRj +/H46/lNjqVDyvbe8QFXKDNce2ulALZf454JXzkTwGrxLOzPr5zkh2Jam5DuX +WuKwmoL+nAtCeH0ockHLN2us73radk2NEIrrh9X9HW3xz2fVB55cFsI1uU0G +5/YgfJd3rS/qqhAuUi4mnG5zwPk/7lnJXxPC19BTKnJznbB4d8fe8htCYCU/ +vkMxcca2qm9fud0WQpocl2rq64Llzwybv7srhPUb/sRFRrji3rU/d+14KARP +7p9zE7vdcMV96RcaT4Swbqzzv8sn3XEidb5pw1MhLLEOOXKgwQP7DaulkrqE +8FCnVYnfvg5rJq7oGu8RwtGXo9Y6A574i4K50eFXEv1mnXA7/8sLXz9un7S6 +Twif5vLvD8n54ExTz6ePPgjhF91juGWxL2ZdD9GP+CiEXUnr4/V1/LB5IDNh +9ojEj2ucaD+M/LFUX8Tjsq9CcPhs3KNuHoCfxm7RcfkuBObRs4eclwbiUunU +LW8mhBB7P8FsX0Eg3pR94EHib0n+o2+udLUg7KZ3dNnSf0J4e8JhzfncIKxy +uWzjFSkRyIaaha5XCsb97lV3QmVFQJiESudlSL5vu/DSMTkRKLGe1y2VDcHp +wrvrMxVEIFP1cfLzthBM+vX0pslCEWy3ot+V/RaCDfe+XvxAWQT621b4kHih +eFJtKEKoKoK2gJp53Z2h+P65H00z1UWw5eortST3MFyApJRLlokgWyahBC6F +4chHChLzisCLJ3ZW1grHiLEEv1whgqggBfx1TzhW+KK7IGGlCAy5K4cejobj +V0mruaqrRHDfN7mpKJyELyxAV2rNRHBcc/YyZgMJJxV7zA22FEGK8e1hGQ0y +DjAPZn61EUHi5+Pz0raR8fKbjEsZSATodjW/q5uMR4PFs41ABGbfc89/s6Dg +5vdxtLsuIvBMzOO1ZlDw4bjkizwPEdzTczBlv6dgjmyGjLS3CA7JKfWV2VCx +RW4e6YSfCHx62j8e2kvFMw1KK+yDRHCdkj+g2UPFHVcuTPeEikBIt5Bz16fh +U54NIfFkEcR/lX88vYGGt/S0lC+ii2B6z8VX667SsEdE+59qpghqn6/QVZ2m +YdU/LwMCuCJ4NlqzT+hCxx/3fywdEYjAaafBXIuddFyvMf5zb4QICgeqMzc1 +0/Heymkfg/WSfv9yZutO0THVcW7x7VgRZIoxBVkzsNGTxePszSJY6nv/eF0U +A/9h6nhObxXB7M4fSzKLGfjR6KrCwkQRvLs04nG9nYELU2xHbZMlfujN9XKZ +QeBoJXe35ztF4PLvaqqyCYEdSwPz49JF8G968LtpGIHnW9JHFPdL+u9545C1 +jcBvbgudLh4UgeKsiw42JwhcFbYpx/ewCB66qa1fdoPAyQNJHz8dEcEv0uAW +t9cEDorfZ59+VAQbSjwNyycJrCOXe0jvuAiebPoW66bExGP5Jz80F4vg8hqG +9VJDJr61snIts0wEZ/u8w/QRE+c01Gf8LReBquzhYwIfJub53H57tEIEb7ft ++9BNZmKrl08sbS5K+s+qUNjGZeJZ0b17OmpEUKcStc4nkom7pgZextZJ8Pu/ +nly3gYnLD46ZLWgQgY6L+VjMRibeqvUv7fw1EZimZZ+5GcvEnlVzeryaRSAm +6J2wnonVnFVWDd4WgcB/8+igkImH2penpN2TnIez1D5MMHEDx6RT+5Ekf2bR +48ZgJt7/3Wbl9SciaPq2lzniysT0NNft9GcisCx87OW7holNVALaJ7sk81HS +5b7WZOKpU9QVeS9EcGuXTEbZLCZ+bC34z/K1CIrICmXFIwQuuhvb2t4nggqV +07s7nhA4hrxdO6ZfBB9m/zN2qSKw06c9mxU+Sc6L86FzwwcIrJiQc//siKT+ +X2OPZyIC98kXa64bFUHnpO2dP04ErjlWEfvhuwjmGtcZiRYTeKfJlZaUnyLY +NyNZQeMTA4dcu6mm9Ucyv1S1bPWrDKzn/zi68Z8Iwr7fMojczcA/Xvc0U6TF +cNTtUs+CIAZuielX+SkrhrQz3iPz1Rg4d8Y3cc4cMWzPiH8W/ZqOhVl/r5nP +E8MQy85yzUk6ttGRU3qyUAzcs7bn2Gw6lrukLIhaJAYn0aFOKS067nHVapiz +RAwF9wPdlryg4bMdRvPL1cWwNe2/A+cO03AC35rjpiWGexpuHk2eNOwz4VzX +pyMGQUy6N+UvFaun+8nv0BeD3onHxSmVVDyiSiE0jMSwMEW32oFOxdfO8Gqu +rhKD/nGDlBw5Kj5gu2EWyVwMdRO0sAM1FEw82EYdtxSDspGPqRmVglfT0i9k +rRXDj6RjW3ZNk/H08GHp1fZiOFxl9eJICRm3JRaFPwIxaJI5SRGuZHxy3rlz +YlcxyInJexTekXBs0eV/s9aJIXztabtdSSTssro5uMxbDEn77a6+WkLCyjce +nXb2F8O/lT+VtKrD8fvA7t+vg8RgUapqHbwuHNf2vfdPDBODLMlxdEdvGN61 +8WuJGkUM6QYM1eroMBwm82eiji7R8xEt7ctUKNbPmeUTyhLDT1OFaOeMUPxT +T+nEN64Yoi47WFxaEorvXtb8flAohiYTv0a/0hCc77FynUmkGAZZY8nqJiFY +/Nzy2P31En7RmbYGl4Kxrcjpq2CjRH85aUbi2mAsP+njOnOLGJhlghP6jUG4 +dy8p7+R/YjAq2PLV3DEIVyzlDjtuFwMn+cuOc02BOLFiPbxMFoPiz+GoQodA +7GefkP1fmhism89VGmwJwJqtuwYX7xHDcv9FVrbr/fEXRhaq3S+GoEm5P2lc +P3z9S2FmUKYY3JeFGeuE++LMHWfefzksBlwthQ08fDBrYa1NRq6k/6TyhfMW +3tj85PX9KwvEkPH9ida9ZV5Yes3DN3eOiyGWnNmWNdsTP73ZZcE7KfHjxun7 +2l88cGnIu3SpU2K4tL1rZtZTdxz34XNv0RkxOEcUOUzWumG3zZOr7c+L4brz +UF7cEVesMks2reeixN/n/mkti3PBA7kLu7dcEkPORPp8xSBnXGegYbLoihgC +X/m/FJk44fR6g+TqBjE811D5naLgiMleFh3+TWI409IRIL6GsOELR8ORZjH4 +P/X4cC3SFk9GeCfubRHDgp6ea7WqNvjBn7A2/ftiGF0eeC612RIXZLD1bj8S +Q+KiHR9o4jU4UjN6K7tNDLyFxblxC8yw/YWtj/49E8PcO+udpUXGWAHSlhc+ +F8NG6b6UqAv6+NWTzDjbXjH0T1LOZo9p4wusY/e6Xouh8OaN0/fES3HSt9Ma +ce/EkP/hEOPY8EIckFqzQXFADFrEgrkyF6Yalis33b7wSQz74xK+6lS+tRst +vb/E97MYgq9IbX+1ajZqtuyM+jQq8f+hMvcEVRV0uOXtjd3jYmg/cqWKk7sM +ccJHFun9EoP6bO5z7hw9ZDH4U9T8RwwzE2va+lsM0cytMteIaYkfvMz+eiWv +Qh1yCxT/SkfAph1Rm5U0zNGpo0v5R2dFgKU7PN21xQJtMdK/ai0fAYGH00y8 +n1ghD2w+r2NeBAzcI/KN9NciVV8HdqxiBHy6yZs9lmCHPr70vDxfJQKGZsos +i2y1R/XRoXPOL4kAWcMPA0xNQHv/MRleGhEw+4G/pt9lJ0TNjKwe0IqAIGpR +fewLZ2S0PF42TTcCuhwS1kv/c0F/qlIp2gYRML5a4e17LTf0yPlgZZNRBJTP +tZ34De6o8OlRKbppBLTJ/Y/h6o6n6g3jViWaZiTKSBLK5sVj773Hde/NKO5e +FCVKiswkKbOprUjKmxL9tIwyyigqUVEakiL5nT+fz/mc8z7f5zve84gPbSI7 +Imbk2YA/W2gQqPR0lJzohKx+XrtQaESDjQ/XLdxR4IyWpd2ZMzCjAfOs/b6w +yy5oSPaRz3MLGjSe2f73x31XdO1c11mWNQ2WTP3IVu9xQykmQ38k7WkwXylG +fznijnwejXlccKJB4qatopOTHkg15NdJRzcauOxXGCPPe6LJT8K/hj1pcPMU +JguLeaPmxKWue31pILs4SW74gDcqkFQoUw6kQeTM6AFncR8UXaL+A4fQwOgZ +nNNI90FGOpsdQ8JpoO0eepC10BctvItO/KLSwETuHlc+1Re99HSaOBJFA5rw +yH8y/3xR5ZCv7ZYYGjQ4vtYL20HstxxyYTudmL8J6djQhB9yEaaN0dk0eFQ5 +suBYlD9SyI+zWsyngfO+JQPxvf5oTHVv/rl4Gkhr9RQIXAMQrskatUukwa7s +b21p9QEo077I/G0SDc6ts/Kt2BCISD2nc/bspcH1qLzftwsCkc62qner02jg +UDFY+ehfIJr7VW98O50Gqnu8GU3bglD7wZZDgVk0COrK3F7aGoTKV3UOTuYS +eEmGPV6bgxH7wmv9w0eIecr+s352OBhZm386oHuMBl3bAsiy34PRyqc/+5+e +oMHIQwVdOc8Q9DZMSC+2jAZOm76rPjkfgqo/S6YuPEUD+sbawQ3CoSg1Sf7l +6bM0KCyl8DYGhSK/ZWraNhdosG9xJjy8GIrUy3WTBy/T4I3D56fTs6FoSs+8 +a9c1GmSdzP1wwzUM/dfooKlwg3j+5nz8dGEYKvTx2XWzjgYtsVmsW2/C0PZ3 +pA4/TAPR7/X93zRJyIQfo/b9Lg0uOS97cZxBQuJigh05TTSwKytIvnyVhPoK +kp9qt9DA6rGoseoECV3QyFR5/JgGFz/5HPy5MRwl3izkb2ujwbpNUpvWRIcj +N6dTD0WfE3q5djGusCQcre69svpkNw00anynQ5+Ho88xt9lWvTQYzumpihYl +o4Y/D5oHBmjAluRZV+uTUfahZ/IJQ4Q/I4WTLShkRF79ii43TIOIL+QaoQwy +0rv84V7NKA1qzpNYs1VkNG8xKe0zRvBHOxSq1U1Gz9r+bZ/4QoPWDzT3g1Nk +dJIscSfzOw3G58YVpWQoiPtVdoXWFA3E5AdPtuhRkG3KuqiW3zSIKzvQeNKZ +gqRX6tyK/Ev4uxTiK8gU9P6k6RJhITrUUdOf3uNS0A19e2qZKB0cUo7qzO2l +oLRmrxtoER3o4te3BeZSUKB/mHifBB1osnNxj49T0PqRbaT4ZXSo/iqwCzhJ +QdNxvGvSUnSQCemX+HOWgh4t3CN2XZYOPbbhyTcqKajoWEawpwIdntzdKJ1+ +joJiNxy9PK5EB3ZsfYTgFAWZ364QylhLhxcntGISiylIwvWy/3p1OsyKdjkV +H6aggf6688SfGHRq3tLq3U9Bl+nNf6nadFDwPG6sH0dBu/+2e//TpYNOHDvp +YgQFeWT3nynWp8Odz5Lith4UpKw8+tvUmA6ZLa+6/xhS0MTV7+4vzOjE/lYr +06VAQfdgroJvSYeumxeXdcySUd4z8akVNnQYyTBP+9pPRtStMi5X7ekgqmzR +ZFxHRlt+qJS6OdPB5N+O4Mo8MhJJ1f7+0Y0Ol9aq9ttvJ6NOaROHA150WJmr +YiuNyOj0Gdvjan508Gow+iW3hIwERp5fGgPp8HFHpWJAfziybwmxIYfSoZvt +96HzbDiSDYo+OhtOh8X/Xew9ygpHox84n4q2Es8zGHGnDcPRzZ27LY2j6eDY +424q/JuEDi5OP9wVQ4eTLpSMG7dIKPjEkREOgw5Jd3xrmuJJaIN2udkyDh0q +skBkiz4J/cEXsy/x6eCfqdcoNh6GnrjffOu8gw7BHZ177U6GoROv7xuNJtIh +8Hu8yKR/GKKz2jJS9xD9asntVlgYhizme1+v3UeHp5Y6DQ03QtGSvPdb7qYR +5/WNvh6lhqLXa7+lhWXQweiS8p0SiVB09fps3+8sOjzPUyv/cD0E7bFdpFuY +R+jlqZbUs8AQ5NUltc+ggA6DY7qKlD/BaG2U8otnx+hAsp9pKT0ejL791NrI +KqaD8kMFx6Mmweh+mtEeyXI6kMdKGj27glC+nE3n+VN08Gi2CehiBKGISvf1 +jufoEKX9Sm6TWBAyMA1OHL5AB87NTvmI44FI7HFke8oVOghtVE7dsykQdYew +VZWv06HGrfjIoYYAdHYsMR7foEPl8fGxXPcAFL/rwJPgW3TopZWSi/r8kdOS +fOVfmA7Gl+vXXSXyW760lHfkHsGHXdmPgS9+6KPOhZbNzXTQc/vStCnOD92+ +e0OxvYUO5a8nJi/N+KIMr0YW/Qkdqhb3bIze44tC3zxtEm8nzlcu3xAl5Iu0 +uS/lzj2nw00Hv5c3UnzQrPAwza6HDjkFQ0qR896oNX/i7pteor9rw28Sd3uj +UrUZqT2v6LB6DP1Z/s0LMW8s2L76DYH374Ljm957IiuHlfjWMDHfgAf+kT0e +aPkLpeWBH+hQVpO8vrXZHQ1t2xA5OUZ8f+sBWnKVG7o2bVCXN0GHrbfVzh8t +ckV700FS9wcdNp7L3bYh2QX5KLhRnk4Rfn7zO8sn0hmpXgysiflD+HH1RLK2 +gxOaNI9YtHCOwLv31s7n6o6o+Skz7LQQA4QexnSTRRxQASmhylqMATuMppy+ +vrZD0V/2iw4uYhB+JeeX1dkioz15QbskGbD8uFBIeq4NWri85NKq5QywfcNS +ehRtjV6WV87XSjEg/nj/3+8CK1S5ucbPT44B+7mpYozVFmjn/buV3xQYwOiP +fGJwzwy5+D6ZzV7DgL2C2117qCZIYbjHS3sdA4ztpR7tmzdEY/y3px+pM4Dt +0N8ZV6KPsNiX6egNDPAezbPPNdmMMo/+dhPdxIA2le7fS09pI9J6sYoKPQb8 +2Xj09abO9UinbvlPSwMGrFYtU/02vw7NOa12HjAm8L03e1kcpIjae9eX7DRn +AAjFXth9eQUqj9X/JmvFgKUeImaP52bN2TOW9jU2DEjLiCEdF4zUW2e6FHk7 +MODVYPp7z9vieKVSwOcvzgxQnNx97e1iOfz2MtU6050BNMmLXmG1KrjaklGw +wZsBupUvihWr1HFq+46P//kxIOIN68ejvVrYj5JqERnEgIRht0Q3X12s/i0n +TyiMAX6r+Z8V87bgqZQT70vJDJioj87InjLA/608Z4oiiP7LY745hhjjwlPX +s3qjGZBh8Et3OTbF2w0a3sTFMsDkVcGtK4oImz54ZCjNZIBXS87Exx2WWDyg +O/0ahwFrqy2kDnQC7hsZeuUhYMA9FSl5DVkbfDF+fPP4Dga8PlU9uhtsceKi +6f3puwi+GfGyOjF22K1IpE8jmQENP6YTV+XaYyWtZTrN+wg+JLmFqjcc8Ofb +CnupBxjwEY516r10xA2uGj1zGQyY7H4mp/HbCecMbNYqzmZA1c8c349yLpjM +sEgyPcyAnv7FilRiX9Kbc3reU8AAfdUwf76HGxbK8dPgFzHA1+3o1sXR7viZ +MiVhRQmhn80zuxcneuCTVbS2K+VEPyzS29AsT8yzjl/ndpoBnYltHu+LvbDt +871xH88x4D+xK9KO/t5YOiL7cdpFgs/4YielPm/8/kfRGrWrDDi8ddGx7SQf +fCP1DLfxOgM0j8uOKg764DSZa/+F1zJgZ3b5Ei2yLw48ixVmbzHAZfNKlPbK +F683fsgsusOAVdKiE6ohfni6pfO+USMDzOYa3k51+eFHQYOyXc0M8GReKv7h +7o+LPn6K5TxkwLOB/LGlD/xxbMJUw9KnDDAyeCppaRaAzSWEpS61M8C9I+JR +3OUALFG8ZJtzJwOk5aVFrq4JxAPaq+pHehigcjCseyArEF++o7YstY8BVymb +A6f+BOLdHnoRa18T/TDacr9FBWGPQfObDW8I/97l0prbgrAy21Ei7D0DMm90 +VkQaBuOJeR/y7w8MCCUpvG8pCsb38sKrj44zIKzsZ8e7mWCcty52ocFXBuz5 +b97wSmgIplYLQp/9YEC7kYi40q0QvMUu5SrzFwPIcQXnNKRDsUh3pojkDAPc +PpRK3KeH4s6oY4Hn5xjw4V357pH7ofj01KmLDsJMYOSVr8yUDcOCA1f/vRNj +gp93CfXitjBsL1/vmyLOhH6tTF+L2jAse/6/c2uWMIGy/EOIuTAJj5o+n6lf +zoT/CnVFylxJ+ObjV57B0kwQF9o6ST1MwgdDP56akmNCdl5y++4eEg4en/yV +r8iErQ/b5MblwrHW7nnXzcpMEE0LtjobEI7/LJEsb1vHhKUX8JEzh8Pxk1K5 +SZoGEwr5ainvnoTjYl1VJ3EtJvzVVI4JFiZj+j2d4rObmMD6nbdByIiMLbzN +vtpuZsJHZ6G5rmgyXvrW3u6NARPumkhw2o+Q8Wuu97EkEyZoybQtHr9LxldF +SOOKiKh3RFdrfCDj5CPb4ZYVE34Gqg4kLqFgL3X+kQBbJsz8Ma39oEvBa2v3 +fPjhwITX5suLYz0p+LvDIZTnwgTD9ess/tEo+P6Lo7k6Hkz47EmLPL2fgvO3 +nxx+4s2EooXiLwOLKTjy92WTGH8mJHn+8pOromCDjFuZC4KZcOTJst1D9yhY +TPHB0KkwJuTH205VtVFwz8UOA2sKE7Z5yUSk9VLwWTRw8HUEEzxtnt4If0PB +8a2jA4nbmLD6ZJ28yQgFO4X/0FtFY4IubXb9ig8ULD8xl1rLZML9FZnoI/H8 +457Fvb5cJoiFflp87y0F314uu+mbgAm7fhhJHO2n4IyKtSnZO4l6OtWL/oyC +Q7ds6t64mwl3lLCxXTMFazeZbHiUzIRAz4OlyjUUPOtrtzs6lQl9yu3758sp +uHXY85nIQSZwfk2Ifsyg4FJBqHrFISYoXntr3M+hYOaCbTstc5gQcTtZu9ef +gq0Kua39hwk8RmfHho0oeLlm0tqdR5lwr7R4z7w0BQ/VpQtkjzPhllKnhs5X +Mr7mXPCouoQJlsxoY/ZDMt7bV67kXcEElQbJw49KyNiHdonz5TQThhVU8i3Y +ZKw6e/PBoUomHMw2Hmm3IuPJzKZVGy4x4UzwsPp+STJuVmpn/HeV0G/zIq+t +PeG44EpfY0Q1EwL2utynl4TjaKsRGaGbTIhbtyr5AjUcG3V8iym9zYQv9J/l +a1XD8ULq3zvmDUxwLVFmvnxDwi+/LVrZ28iEmg+foLuEhCv3SkfHPSD03VYX +syaQhHdKqdyWesQEvXepm28vIWGX0xuXXnvKBJ89KwevNIZhBUPjrR4dTLi6 +QfS5MC8Mjz2wqR3rZAL7XvgOvDYM4wCPxekvmPAu9/PVt62hOGs0OFyjnwkn +4s6e2BUfikk7oq43vWaCRpvXvbw1oVhHnLOA+pYJtTtrQrWaQvC/ol0hc+8J +PTe4TnlEheB2rYNXTnxkgp2FTPEisRBcXp8vbPqZCce3dHZRTgZjjltZQM9X +Jli0JntSLYKx9asLF3iTTNBkNc9L9QThlczaueXThP6Cd33ZSw/C7+Yafa7M +MOHGYKhq3Xwgrs5pPev6jwmvEh+cu3M4EKeq9P75IMyCxDvbU0rWBWL/a8Me +aQtYwCzaUk+tCsDqNl9Pqi5mwRFeCkcaBeCp5zNT95awINm4d/Yukc8tEQtd +w1ewYPf1nFdMIr8LJ1eWzUizgKck9XVjpx/evn/Nj2PyLFjR0rRbONAPm8pq +ORqtZsHWv3pL5l76YvFzhic6lVmwRfnhMa1gX9xnbD3BVmUB6eJ32pEXPvji +QzfbpetZMLPTb9bRzwcnBgcVXtRiQb/5yb/e7d7Y7VPEmJMOC9bdGjO86+SN +lRJZViObiX6tln0yTvbCnyUS8/cZsqBze7nqON0TNxSnjaqYEuftUG+pDvDA +OZsOmzcgFhjfl8yptHDH5IaSnFBggcZVTe/htW5Yz/P8u2lbFuw5uMIoRcQV +Cw3VGB91ZIHZvqDiorfO+Bn73iF9Vxbcb7pBcrrrhE8KPR3s8CDq7EVvKosc +Me/wC32mDwsipb719XAcsK3quwMSASzoJsXkfXG0x9I1X/org1lwRaK8QnK1 +HX5v90fXgcSCysprne5fbPCNbrHUdxQWxJ7KVG9vsMZp0SteJkeyYGniuEyI +AuDAX6u112xngURzzujiGxZ4/UHN5HoaCwoULSM+upnjaXmDriAWC/K8383r +vDXBj85baU5xWdDDH9GRERjhIjPXXflxLBj8upzSLWaAY58EdOglEPN5Kpxw +/shmbB62Va1tNwsOkN4FH7XZhCU+M3bQUljw3bDrv/FgTTywe+fTRftZwCrp +q3vKVMWXl+5XOXuQBdfn9bXChFfjpLJcvm0mC14N+DTKqa/EHnrFD4dyWGBS +k3jnn9RcvXLjudVJ+SyoUT9uXfH6vflX72q2YiEL2it1BSW/xdG9tw3NdceJ +fnKqqhRJciiP91g+oJTggxJmJL1mLdoq2kP/UUHw17G3slFCA20peHMv9wzB +9+OcZeW/tJCIxmdpnfMsGN8YnGr6Rhd11U5vf3KJwF9Utj5reAs67Sh6Z3sV +MW+b1t9RAYZI8HLZigU1LBhd8zuJ8Z8xcohRjDp1kwUU9yf+MQZmSPaPxi2o +J/jvtT61phyh0YwtS143sGBjT4+Pj7gVqlO0pCbeZ8FXO3gfaWKNDl5yviH/ +H8EvFY6rxtqgYAt/8dpHLPg0xX/heNwWabVRSL6tLCjvpVyrfmiH/oTTr33t +YME8R/Og80979GQiXiy7iwU+1oHjY8qOqDh5X/DGlyzYXxk5tNvJCdFX5Fx+ +2M+CFH+Jr2+Zzsji5HGh6EEWnFCIn5w77IKW6p/1F3nHArH3yr61Na7oddO1 +8+UjLPhTE9H1udMNXfW789fiEwtoyZv4GV/dUfL7h979n1lANnsZx1nsibzi +us7s+MYCa9JZ04NrvdDahUO/ZX6yoEVU4UiIojf6XjjmXj3NgiV/lPo/n/JG +9zV/VXjNEnq44mDwTcsH5d8Snvr8jwWY9jwmsMoHRbosdTkkwoZ7+88ESRn4 +IoP+VaWaC9kgb6MtLl/ri8To6t8fLGZDot6piiAjP9Qzq+cQsZQNhQ3DaQ9r +/NDZLHR8fgUb1DZ3s0I3+6P4NU5fSmTYcKUkw1LsErHfXvW1MV/Fhu2X1bbc +VgtA8kA++nI1Gz5Wl3QxTwSgjx2xnwQqbPh89kq/3PJAdJsaZymlxgbmVlvr +C3sDUcb3lMNV69lwlHFBV/FHIArdlzXivpENvf+efSBTg5C2dJHZmA4bIIzy +kNEahGZPn84+uIUNZRWWzmbGwajVsOqtuhEbvHrDft8uDUal/9UbNZmyIcpY +NfW9SAhiBbZkUCzYECe2rvlqdAiy+vD89V9gw43/Yq8vawlBy3e+3nLCjg0p +Wxdlz6iFojfin9JMnNjQMTfwNSY5FF07/rOv25UNl7ecuuzdG4r2bhTS5Xmy +oeFlpMgF3TDkiyX3Lfdlg5LIYFnsvjCk6i7/4nIAG4Z6w9iHusLQ5CvVja4h +bMD4VJuoKgk9YOru+UBiQ2l3bEw7k4QK/pl17qeyQeHvXoXhmyQUneuwXjWK +DdrCdFE0R0LGa30S721nA8tAg9dhHY4WXie1k+hsMNTTenp8bzh6aROjOsNi +wzz7V9GRe+HofCc//hiPDW+iyZk3Z8LRzsjkJ4bxbMjo1WH91Scjl5+HlDsT +2FDV8NWSEkNGimmFPHYSGyiBV537TpDRmOypliV72aB4sHZJ9BMywueuKF7c +z4bGnVWMuV9klGVym+WUzgZO/K6HpWspiPToQdP7TDbwfhfctXGiIJ2QZ3L7 +ctnwdfHm3SM0Cvr3aYCmcoSoo33L0zIpqD3xw907hWx4qFwnqXKBgsolJ6VC +T7BBsDptZVUzBXFK/m2bLmVD5MkcL4MBCrLWkcAFJ9nAWNyVdeErBa28K7tc +/ywbHrxQ+3hQiIreea6L7DjPhiXbf2lUL6Ki6qFNdYzLhP5+b6r0XUpFqRxT +SYlrbLi2a/JCzEoq8he2p1TWsAF1yWZOSlORer5XjX0dG2IX76r/IUNFU6ph +i97Vs0G2178zmqhbaraFJd9lQ1/mUIW7FBUV2vOqlJrYUH6gR7ZyGRVt70kS +rf+PDVzqKDluMRWZbssICnrMhgrWvrE6ESoSny649LOVDfV1rfmDPymo72DF +/OFnbHglduuE6VsKurjqsp9eNxvUxY9+S35CQYkX6ipbX7KhUlii4+Y1CnIz +b56NHWDDrm2eD4aOUJDS03avRUNsSD0rdWyOT0Gfw/pPn3nHhu5FsTrSPhTU +8Hlk2maUDc0e5ifVtCkoJ+m729AnNvisigJ9EQoiL5sr3/2FDcEnX+6wfUFG +euXiPxW+s+FlxprZoEoyEtos41z3kw09wVnd8XFk9LxRpcT/Nxt22vbZnbYm +o5M+2t++z7JByqdl+q04GfHeGdvnzrPB4FuBtGl7ODppts69UJgDf/eThS7l +hSMJEc1fUaIc+LK4p8LaOxzxnmyqMFjAgbe/taznl4Sj/nx9V5FFHDi6JDHi +SwsJ2YWZ/nwmzoGC6n2jK/eQ0CU1q7JyCQ5UiKIxvj4JSX+2c2Yt4cD4O4Ur +iu/D0O4bLj8slnHAckD89NIjYej9bq8SyRUcOGPYR/OHMOTuEODYv5ID6Jn7 +3V8fQ1Ht0rBv56U5sG9/RPrf3FC05gX1xA5ZDozquv5iGoaitLJt9o7yHOhI +SCD5vQhBE9sYEzIKHJg12xpRGxeCAvV4RcOKHAj9pLi0VCoE3Z3eYVutxAFf +sk+p9JVgpNmY9DlFmQMOEVdrVR2CUW56aqHXWg7kRW0N7e4PQtPeGdbKqhyw +0bL6T58VhKgKuWOf1TigL6OU4jwfiB69LSjAGhxwUbkSujYnEG2+eMLqkCYx +vwolh/8UA9FxXsXHYC0O8P4s2Wp7NgAJo3P5mtocWFZ9YPaUTgCKFb1s8WsT +MY8io4QfNf6o8+n10Qe6xHk4KNLC1B+ZF9TlHdnMgbLFanFZ9X7oFKnBPEKf +A+WjgekT5n5IUqP5/WZDDvSEr7vAuu2L+F8e5cwbcSBWZJGOgrEvGqhtN203 +4YDigq25M9d8kP2e7nclZhxwq1DLVdnogy479mfREQeqxRYbHj3pjWSWvzE2 +t+RArerDSzHy3ijp5cgbceBAPzPhpqe8FxopHz/00poD1w9xbzb89UAeMd8N +z9lyoKqysNZsyB3d3Dw9KLDngH/5Tb/Bu25I+c/fdDtHDmg0OdAeFruiA/dF +DKScOWA7RP26It4Ffc0Qf/3GhQNJn91EX3o4oyDfZQer3DjAyUgVMVZzQvcU +Zbbs8eDA1PUhlusvB7RhWGHA3YsD9nnKC7Y8tEd5l1TSVvtwQD7IfWhhoR36 +zdfQG/PlwK7hCJdPEbZoq4V23y1/DujQPr6Z0rFBj8W2pB4M5IB37Bv3oxOA +trQZ6wQGc6D7288syT2W6MRRi5fqoRw4VdkQkymBkAjZdu9kGAc22hWb+xaY +Itp6Z+2mcA5MJhxNK11tjLomPHryKBwwW2gncanCAKE6v2TKVg6cSHAou6VG +/D8lh2jpRnJgZSDNRNxVBy1xpnT9jeLAA9amO4UuG5BgRXTS020cCFjanFLk +qIZe9dI0T8Rw4DBlOFcqVQk5nOQ8j6ER58fdePw4TgpdiY3fZcLggCYtYKy0 +VQjJ6u/WWMjigJjw+F+/c/31e2b2dnSzCb38y/5eHb8IjzYdTDjN5YCV2Zfg +I09lsWdmthqPz4Etm54rrepXwXV+R9qs4zgg3BOs9euHOlZROr5j+Q5CDz9/ +K0hMa+GD78vWDe4k+G6sE3nyWxd/u3zm6eVEDty/8nbhq9ktODjuYtyu3RwI +33WXdinBEDdaXlNx3UP4PTu7vGDKGGstvPl4VQoxn3y9gBC2GT7cjvkf9nKg +bVPxKTyK8Ezh/TU3UznQHB7VnRRmhSMoDx/uT+PAQqd+x+vbrPETzTau30HC +33FzLLkyG2zwrXO1agbBV46m2LMuW1x8q/e/b4eIeRZqPbu3yB6L7h1k38vi +wCdx4faHZg6Y4fJeISeHA2rRp6WexDri7pVjzaQ8DugGX+k7f8wJW/R/ZWrn +c6DO0LfQsdkZnz01JT9zhAMf5L0G0j674KX02fuPjnJAOe1NrIu0G44zEGYc +O8YBgwVHPQQm7nhwdqHctuOEvzoE+FOwB3Z8sKTRsJgD+XdVNLJ3eOKrWVI0 +0VIOTIQpkWyPeGH5gFUynWUcyGzhVv8K8MbJa5TvVlRw4NHdJKfbb7zxhxG1 +GPYpYp53HrgNxPpg76taUlZnCL315Fp6fffBt+L17iw5x4G7cwWNi3b44rVg +tG2gktB/y66b0zO+OGMRWnHxApF/atKqUkl++HuHdf3OSxyYvnJWy3XOD4cU +OUY5XeGAV36D0ZFd/riJ6r5MrooDbNO6Z2+m/fFGLd9b769xgDxjcnY9LwDn +fw+KqKkm+Lw/fSZ4LADP3g5fsu8GB7L2/3tPowbiyH2RN71vcsDDrLTYpzsQ +P3WNparc4kAx/6ersGMQNpRmS0zc5sDmJWoVrNogXDIguHEHE/km28TMUQ3G +YmcSyZkNHNhGL+8LyA7GTEaKeOg9Qs9HD0H9VDDuMTxQveE+By5nX1p/PSwE +W85lkqabOJAb6cfefC8En/vv8MKWB0TeRCeY6a4Nxctyjl0raOGAdhSru2JP +KI4PLA2NfMSBhPptH/b0h+Ih5dNi+k848PiAB/meQRh2+nD+qlArwZ/8L7+Q +Q2G4qupqcEcbkWc79A3sB8Pwqp03RMo6CDzZq67s0CPhFOv6y4znHDh9N6F8 +PImEP4o3BqIuDviojuoWPSZhn+f/CUn0cCAsK+FJnFQ4vn386cXeFxzoyo9c +lhQcjtdFPPev7OXAwIuMvnPF4fjQxpf/4vo58KtDgvp5IBz/+PHqvP0rgo9f +7EVOCmQcit/5Sg9ywDl9cuc1PzJuTv349+0QcX/MRzWpZpKxtvvEuWtvOTAj +ralVdI+Mj8j89E4eJvj5ccFY8jsZ/331Z8ZjhAPvayQ+xKtQcNTZ+TNKH4j8 +v+zKfeFKwa3MBV7jHwn+rge5a/Ap2MhY8s/tMeJ+/zNFoxRRcOm/FafTPxP4 +ajRnUuopeMFDOY+gCQ4Mms9TDvRRMCtXaVrjGwdUZmpTGFMU/CJI9eTP7xxI +vVOIVi2iYqu1G9yaJznQnlbz5MNKKq78qDN1eIoD1rJ+XWqrqXj5dYNy6jQH +PrfcDXyqSsU7Esxc9P4QevvVw3m9gYrf2MDk3AwHXJu1doboULGzhENp61+C +vwTrN1abqfhap6tT8T8O9Bo9McneQsUKxd7fY4W4sPiSj6M9Ue+NDCw2FeHC +cn3XyUg9Kv6kTXJYJMaFzVSOzWdtKvb9ufVrzwIuHNMYZLxeT8X1d7YfP7OI +C3ZT8d0ma6lYNY1px1/MhU2siz9m5ak404P/xUaSC4Gup3dvXEbFk7IJx1Ys +5YJ8/gn3ByJUHDa4x2ZoGRcefX1XXTBOwQ/O7R+/soILegGJ53e1U/Am9qGj +u6W4UHvKUcv6KgUXmOSBmwwXnNfJq4wcouC5+aOfFOS48OnY7bfMKAqOflR8 +5KM8Fw4+a5MfNKfgtryTlnUKXLBddaTcbBkFG4dUfkhbzYXhi8139g+Scdm6 +K4f913Bh1styvvkSGS8cq0ZqKlywXDet9zeOjNnVt0a+r+VC/9r1TH1LMn6Z +eDe3UZULODttA0OYjMHugVmuOhfSPlMWVDWF4/OST4bD13NBZ7v4b6G94XhF +d0f2pg1cSE+KcomxCMc7S3pMZrW4kGAttnP8Jwm/jRp4+1ibC8vE9F0PXyRh +F523mUU6XAhzeDlCDSfh61OjRtv1uBB7ZPLU1qUkrHj385DRFi4EFSxULa4P +w/sO/MgQM+BC6MuCaNnoMDzu+dugy5ALQ99JZ3qXhGE/+X+vTxpz4Ufi3uAv +10MxHhJN55gS+LQ3biX5h2L184v1wZwLgiy7Dt2fITiLs/zVUgsuTK989o15 +OAT/NJU98MqSC0VBM/Fqm0JwuPDqzZeAC93CwRDyIBj/93htf4INFyYOq5MU +QoOxTv76/c52BN5jcZasL0G4MHSTrrwDF4yuTeyK2BOE/6nq9444ciHgovsr +oaVBeNu4yb4bzlzYW7Uvwf94IO6osdyU6soFx+2sozFqgdhkt90LH3dCT6dz +ipwvBeBye5eUtZ5cGK/utRLaEoDFl3pt/OrFhamGAVrxDX/M6fHvbvAh8Io/ +0lhv7I97S0P3ZPlxobR3+aPLtX7YZht1Q1gAFzJ1WS+QgR++oLutUyuIC7LU +HX+HrvrildP03b+DufBSPXnzuQ2+OPEed/3DUC6UpRw8Xlzhg98d3PHsKIkL +eT6qqW1yPtjVOykxiswF9XDdJJdMb1yzKlXdgMoFltzzDPO/Xnj12/R24Qgu +/GyY5V0Z9MSpF3J2Posk6s2q7xfd9cCfuQWq5dFcqLl5JHzbCXfsb36ilbmd +8Nd1KBzhu+E7IhXxFrFcOM0fKTnl6oo1np5dK0kn9P0m61G9sgvOPnLpSR+D +CzImneVu35zwVNh1wXkWF46YGY7x7jlisnqd8g4OF+jydXWeWQ645fOdRw48 +LqwSHbGaC7THurVNPBkBF55cODleomKHjyU9UhqO40JSzB+B+6gNnndob7m+ +g9Cb5N+ajZes8fZl3ZyUBC58zfYNv/LKCj970afotYsLHx4kOQ1RLLBp+dCD +NUlcGI0tndB6Y4Yrto+wPu/hwgVTy5TWcBO8ePP4KpxC4BlRTVvYZ4i5v781 +Zewj/FxtfkveVx/3Nf5iBO8n5ucCain5etg246+c5gEuNES3309O2ogv+ojc +nzrIBc/tsQZV0RpYSlGc/iCDC+TS9Au5bmvxrndLZY9kcuHQVcuTDhQ5PHxR ++t7WbC7IzWeNXnARx258hdjNuVxo7kBhMtmD9TeQivR8HhdOhaKl+yqFkJKY +RkNbPuHn9IBDr3Ol0P7WjdtLCrjw3KDjafITJfSlYPNKeiEXlkaswD571VBA +uDE2K+KCsmUMnCregBo0LKLFT3DhwNGs9KoaHbR+wmb5y2IuuJ5ondkVtQXl +3HS6fbaUC8bffqxK+mKAfu3xiBSUc0H7lHDeCYExojj5LbU7ScyPzltU8McU +PVweUrfyNIG/NYCktRshvV7y1jdnuGCa13pY8a8lKqqIkqw6R5zPxz+PWFgj +oVhabdJ5Lqgk/viVnmCDYrZwKO4XudDWqXSl9YYtev4nbvHqy1zYtnJPEUzY +IbOmXTWfrnBB5FEno0nDAZ08tDf8VhXBd+uBf0ZhjkjC7+Cig9e50Nrd6L4r +xwnxVmdfD6jhgsFq7TL+PWfUP5wfpl5L6D8mLlpowgXZXS5aMHmTCw8uMB1E +Fd3QJUFZ1f1bXKjvplmT7dyRtOWZkLx6Llwu8M+ejPVAuxdcFKXc4YJumf+x +s9me6H1b1RWdu1zwf8BAQVe9kHthbdDfe1zwO3384VS0N6olY+Gn97nAkC/9 +qjrpjdZo3r90vJkLG4/X/D6zxwelfW0JiPmPCxFNj98zxX3RRF3rvPFDLuz7 +s7qLneeLAlM6Lyx4zIUNO0zWlsr5obvOvX7dT7iwwFDG8+MJP6S5cnDuVCsX +6lrd/tmt8Ue5fcOV3HYuSKEPUqdL/dH0yU8+1s+4QHXeVPJ7dQCi0r7OLuvk +gpuUbbtJUQB6pD919nUXF4QfdazzlyL229kZr8s9RH5/THWyOUTst81CM4kv +uTB3U37VJLEPC2ctPOPSR/gjsKE6nB+EYv2XeK4a4EKLUm183Psg1Kkk9Xv0 +FeHnS2VfdP2CkfmI/KnaQS5YrBsY2XMvGJ26ssZ9/xvi+2w/XqhWCJKMV/vl ++44LQrOne27mhSC+lVbFuvcEP8rm2RlTIWhgoZ7rtxEu2I9rbHsUFIrsOwx/ +3v1AzHPfUUpsXSi6fMy8LPsTF9CmX5ciZMKQLNXamTTOhVT38wMXWWEoaYPj +j41fiDwPFas1bQlDI9/cSv5MEPP8vEBPdDUJed72cXz0jQteYWEXhZkkdHNv +0LfCH1xgL7Rt0r5DQsqu4Seif3Jh3mrSJUE8HB2UirQ3/MWFzwE+O9/5hKOv +/TETIr+5RPgVtVGKwlHQaVbR8z9EPnTUiowNhKNGusC2YpYL26ma2olKZLTB +MPEza47Qi5571eJQMsr7m1xoOc+FkbJpvfwCMvrzIM16iTAPBtwbS5e2ktHW +7MyxfhEehN9rc4wXoqDHAYcLLojxwLRo+kbLFgrSVz5mtXMhD/yNsmr/UCjo +xGjJR0dxHkwn7UyRyKQgkapT+bISPEio08/6WU1B9B3nLd5L8kAjoje95iUF +dcHV0eqlxPMIaoXdHwpC4jfy9i7nwUOpa6XPJKnozLPb5t4refDnXXtylAIV +LTl+772yNA/eLT8nStKgIsHW/3K+yPDgdMH2gVo9Knqt9dT0jhwPZOaKejmm +VOTw49m7Q6t4EGGhK5wFVHSl/kVWiCIPjsbuO7DQgYrkUl8Zb1DiQY2k6u0h +Zyra4/buza81PPCIDZSXd6OiUemPh/5T4UGS+GKfy0Tt9eqLYcE6Hujtizcq +d6WiujOTgxFqPEgXbMFfnahIhfknfYsGD+htD1eU2VFRutG8vpAmD16fHt9/ +0ZKKvs2JvW7fwIP6aupBWWMqCm6ROFi6kQfdL4ZahjZR0f2cFVsYm3iw6aDK +SglVKtIKkhsw1+XBkPTGwKOyVHRYRSlt8WYeSC2kNu5bREUzH9bp9W7hgWvS +d8vKrxQUcU2z75wBD0LZuEWqjYKe7NRJjTPigeM1bpRbJQUZ2Bjo2JvwoP33 +1lv+eyioeLHZSykzHtRRO07q+1KQaKfV3rfmPFg40076pEpBjBP22tcseHDZ +dUFq0jcy6o5w7dljxQMhptr4ZD0ZWWh7J3tY82DqWcJtn31kdHYyQEvJlgcX +4x3iShzJaOmdsK4xOx68mvYY7ltERnH7tybdduDBzx3fxVa0hKNB9+2a6U48 +eO6s4+SwNxw5yjKfB7rwQEFT2S/FLBxdfc3bpeHGA6359YsfTZCQ/LmdGj/d +eTDsfOmm2kkSSmbt6Wjy5MHniW1jJ7xJ6IPx/oTD3jwojPnLMJoLQ97zGWpU +Xx70zgdzZs+FoVsPc9t0/Xmwh1PJnfIIQ2vzju6YC+ABNyZ/w6YfoSgjuHhd +axAP7jz+evn8kVD0fe3JpydCeNC089x2gX4oCvl0Li42jAcHlh35W9Qegpqu +X1YxDefBmqR3IWtjQtDGxOrHCyk8KHn85J7MfDDKt73F76HyYGWm/8mUI8Fo +VuLumjMRxPuJ9HMsjWAU2dX8kBfFA0aw0cNPN4LQ0+LHXJttBB9O9ZpzNkHI +MKpj9YoYHjxL3SdzozUQlWzq+W8wlgeKV7M3KgYEIrGpfvYVOg/eJr43QgMB +iNnwRmE3kweHHm7WVaMEoJ600WZXNg+k87eEDr7xR5aen5kKXB5Q2MpWCVR/ +dE7uh/xHHqFHxoUcoUE/tGxo+v5NAQ+KDO+77w3xQ/GVc/S0eB58Lb7cKN7l +i4bYonL+O4l8YChvPePqi5xMFzeqJhJ820a/3drog6qEltO+7+LBi8XrzLwM +fdCqxzIyjUk8+K9WPDXxnDdKOax4NyeZwF8ZLPxDzht9JKYWvpcHZ2V+B6dL +eiEf1fVSm1J5oBvkoDU/4oFuj2nfmdnPgxEp+uPoBne0rmbLtscHeHCK92u4 +77AbOrTLZEVROg+eHNkalBDpin7YWdZvO0TkhfZaowh9FxS6xC7KKIsH1ULf +31X/c0LN3c7LxHJ4YGwVIH3okSPSLvW81ZlL4LNyuLUwzwEdifaPOHmYB7bq +nxScA+zRX53QJZwjPCiefPSOucoORf2i3LQ6yoMF4SGzx/psUOvdaOrSYzzo +u12QP1pkjYwO0iVeFfHgywNV8s/LVqjUi3vj4gkeaHsK/xtVt0ALVu0gJ5Tw +4Ht3Xc3ocTPEerNb3LmM4Dv4Wa7REhP04vy+arkKHlixfjXK7jZEwE0njZwk ++l3YWPj40xZUaZaz8MZpQq8bRcU0L+mi5SIF1/ad5cG8xpLljGQttPPJ8VCf +Sh6EROglffBWR2/yy8XWXuDBe/WUaEtrZeQcdvbqxEVCL3G5nboD0ui62qXg +hssEX+V/GeQPIkjh8zWRrKs8+Fi92qn4XHv93hs3L4de48Hgxqtnhu4sxGO7 +7wRqVfNATGLzlckWWezr0CT0u4YHechpqlduLa5f+uhiSy0PVovff9DmrIHV +XrT5H60j9HTJ48WznRtxZlnXv8jbPDA/nN4Uek4PT27rO6+PedC4q9mYF6OP +SXpDvsINPFCLajk6OWuIH0y//9txlwd291YEsrJN8KbGsXNljTz4FjxYXK5k +jo+mf/NmNvEgpcD0o/0FCzzn/WsGPSD6/fXzz2oDwNEKf89ItPDA2SiC9f2V +NW5/K+zV95DI6yHSv0vKttj44qI/lY95cJ0v/6+EbIfLeEtPxz/lAZwP6j9d +Yo8XIWkPhzYeiCySN6rodcBsUYVp6Q4eaN76+Jwr5YRfPlU++e4ZD7y95gt/ +uzhj6wJ1t+udPKD2+Z6WSXbB50kbp5K7eeC2Usb33HVXvEJjc7nnCyKvNk9u +yXnrhhO+GLms6eVBMnODzJVlHvhtLZoc7yPyr+2T1ntTT+yyx6a0foDgz6B4 +TIbqhasdnZwyXvPA70ls2gpbb6y43ON70BAPvFIiKHGd3njfS9/i9W95kP1u +3mrjVh88Xh7sMPWOByf2qaatnfDBfjHkr83vCf/kmrW4JPhivDnqeP4oD7ZX +pTcfE/HD6n9i7bZ+5EEZ6+DWvxl+OOs++4veGA8MjjZcjV3uj39mxB37N07k +792e78/z/XG47y6bti9E/ttYHNeUCcD/Ke4dL/5KnF9TYBx+JADrDB84SvvO +g1vzbuejVwTiwktZYDbJA1Fnn98GmYH4Hz//06Ip4j5+Hh6GRYn91qLoyItf +PHDRWk/6mhCEO8TKLM/+5sGslcqdZmI/Nmk7/YE/Q9z3UTf4myjBuPzohcO2 +f3nwb4fv4zXtwVicXIVW/uOByT9fjyzzEMxZXzsyNM8Dm21K/zHOhODeifrc +q8J8SO1RsLghGYpt6hrNkkT54NInJBXMCcUXkluG3RbwQfD90YBHZyhe6dya +rbiIDzFPlaMyt4ThxBWdJp/E+XDfivRiYU4Yftf78m2dBB/O+Ofl3vwQhl1P +vs48sIQP7y+raxy2IuGa2GGjgGV8kAujpGbnk/Bq/U9Daiv4UGqf2X9qmIRT +ZyYyfqzkg5G9e/6jLeH4c9NPg/vSfHCopEf/2h2O/TNnXufK8uFHSmmk+n/h ++I6fUDpZng8KG64NuUqQsYbSQn0dBT6oXnvFjHAn4+z3kq9mFfnw1/uqdFQm +GU9dXnngiRIfEsfXrHZ5SMbkOPnNx5X58E7cdbmkEAW3WK7p376WDxWiKuOn +jShYd6HafmNVPiyn6s8sjaHgY+0bdBeo86GlTv+53TEKni/U7e3S4IPj9c8k +62YK3k4x3HdKkw+9pG0//o1T8DNN801cLT5UJikWNohTsek3eAHafGi4RInv +VaDiilsOKct0+FCsMuXgqUXFi/e6bXyty4fsBz0+a0yomOvi031pMx8GraIk +7O2ouG9l0J5EfT5cWGUuc9+Dim37SRtcDIl5nneyPBJIxRdPRXTKG/OBpOAv +uB1OxVL0mN2jJnz4Gn+nRz+SincZsNbXmvEh6MDXq/+2UfHwLP9ZKuJDf3AC +TymWit0eJCT6WvLByrr5RiZR38hKVl8HfHhkW+HsHkPFSgFp7V+t+TAi+UKd +HE3F+9dk7rxry4fRn9u33adS8ZeRPNVsez4I7emgxIdSccDVwtYwRz4cOpBb +kORLxQ3xJfEbnfnQKpxa9dKZitfDqbV/XPhQbqCTlmZJxTmLzj956MaH9DU2 +mumbqfhXxxVBoQcfJuumnr5ZR8WUohrlaC+Cj/1GHXkrqfgh9fYjAx8+1F2M +zDSYp+DNWvd4In58UKlX6J95ScFF3x8oPffnw7VIMa9dVyhYqP5JS3kgwc91 +zoLbyRQcu+8ZhxVM4PmZmXTLk4Kfu75QtAzlw1Z3QeIeRQo2k371QJLEh30v +EsRWDJPxqYG3rP5wPhT1Vx/lnSdjiTMfVl2gEHrKkRi7RCNjHuNL046tfIhi +UsSatMh4wHCS4RjJJ+4DDzc8Eo7t5n7LyUbz4e1DSUFZWTi+9N+/xuFtfLAj +Fe7m+YdjmRwxenUMHyK4x25ZLQrHuwMlZPfS+DC9Cw1J1JHwe+UV97wYfBD/ +Sx8fjCRhjw+yscosPlw326TYvJSEa6tWS39h8yHO31Gq8UYYXrNzXQPm8iEl +xKJpMDgMH7DW3H6IzwfNO3GhG2ZC8YS4zsqQOD68sW8PPVcUigOf62PNHYRf +qveXRBiG4nvHTaN/7eTDJVG68fa2EKwZYbX8v0Q+fHw3k3A3MgTnbrS/fWQ3 +Uccmr+FPB+PfP1wiI/bwQWk6dEVeejCmYq+lW1L4ULb8R+Ja+WD8KDWgbn4v +H3zqV/frnQ7CW9zDtran8iFsF/r6eFMQPi6zVbI0jQ9j5la1MzWBWPj1tlr6 +QT5UXT0d1W4aiGlnGRTzDD5sOHQ2wwcH4E4mb/HiTD7M0eKG81AANjfeWfMy +iw/Dk1nRx2/749P/ksLP5fDhdcoFn51G/ljyYeqiuDw+pGVoqqAqP8zPzbhu +l88HxqTojq/r/fCroNwwqQJCb/vy0OkSX2y/9uiCt0eJ/pfszo1a4YsvfzxR +VXWMDz190k02+3yw7PWKkD3H+RBq7ebq8sMbJyWcE/Uo5oOr4rXRDKo3HrG5 +fGV1KR/UB+9MqZ/wwp4S1UFjZXxIqOeov2d74puddcK3K/hAbXR4zbb1wMrF +DZcOniLyYqfE/OhKd3wwsjkg8Awfdh7ruR4z6Iq/aj+eVz9H6ItnSpM574KD +frZfmKzkg4F/w0IJtjNuvNPt13SBD0e6Yk/HGjjhDWn9c3mX+PAh1aXEb8oB +53m8qaRc4YOERdyFjzfs8R/ZUR/dKj60fy9sdOHZ4a2D47N/rxH4Op4tL9Kx +xY/PfT/7tJoPvOKzC6ZGrbE+e9rrxA0iL8xuVopZAj5hMvcn5iah37Mvrjaf +t8AiQqJnTG7x4Yrnej36SnNMfyTuubCeD0/kx2thhwnuylv2uxvzoW95/bID +/YYYhcicOt3Ah1x2h1Mq0sdn1im68+7xYaA1ctcfQz28ZEzll/V9PsgfWyPD ++aqFBdUaFcubiXpUbWTqnDp+najtOviAD/nU1BKdW8rYwW7Lz8stfFi69LzW +XWUZfEXSpGzXIz5kzLZcZSwQxXLdFs6uT4h8eE3iLb7y3HxPie2PVa182Pbl ++58E7iI0GuVc8qGN8I+1yMqpADnkpePpeLODD8KOWrurdq5FdVN+3/Y/J/I5 +eee2bw80kMrdkBN+XYReJTKZm5dro/QDFHvVHj6w//XRuNqb0TfP6IlvL/jQ +LWawt6FNHwXL04vu9RL31fkcH2OWEbo/xLHN6eeDr7fuwNElpkjrfPxn0is+ +dNRxbArPm6PDnN2F2oME3020oe82lmjGdJ/1zBChh1zz4MheQBHC6WOP3hL9 +f+K0dBrZoCePswuODfNhVl2r9XaSLTLIP2K1bYQPHloX9j9otkPFocc/Gn4g +8mdEcvDZIgckqlaeL/qJyEeL9G93XBwRY/yMRecYcb/d9166PcMJdddcHK34 +TNwXLwIeXGlxRha7r+WxJ4jzFL70sYVd0Vn7m+ZW3/iw7NRq+ywzN7R06Z33 +S34Q/w8rlf3fsdxRXM/9nIFJ4ntWrwt8TnqgwdKHphen+DDV8aL99jNP5Lit +7d3OaT5YXAlRnf3rha7qdmU5/SHyNyZFZDbfG8lP9xrLzRJ8RZw/8Z+GD0q+ +N/jm/V8+vGJ2vW676YM+HHx/qOYfodeT7CwxR1/k7T1muE9IAF/VJ7JDif3s +1qpvg94iAlC3yf/RSPZDa99OpauICaC/qXqB1kc/lHFhVn9igQA2KZ5x2s/2 +R9+5wq/vLBLAsWre9gc//VGo+aKDmYsFcNEzwn5gRwBqElm6JVRSAHfm7izC +vwPQxqdSAxuWCuDEA3GJwB2B6MiRVWnTywSQcLy8p2wyEM2GKeu1rBBAr3a4 +VTozCEWqq/cVSAkg37MsYMFIEGr9rJUaKSOArNtFUYtDg5FhrZ6OvpwA0g99 +njjYGoxKkoxeCq0ivi9LahNYhKAFjmhvh4IAhLJyVj64EIKYy2y0y1YLwOZU +9wKaTCjqeeHYw1hD9K884xq2OxRZlbsnIxUBlGVQH2a9DUXntvtqSawTgPPJ +hJOTdmFo2ebgrl5VAQRFxtilnQ5DO36HJ1WqC0ClaSzeRIiEhhojNePXC8Bv +TbCDUCgJOWXEPrffIIDCE3d+91wjoWs+7F3SGwUQpqGOqsTC0SrFOI132gKQ +9ioRTQ0IRynvEjuu6Qgg9IlinvPpcPTpYkpCsp4AtP67Rp/+Eo58+AfUPLcI +wJAqfeCgERndRlltSgYCcDcol/2eQEaqYvk7xg0FUFSrW7QJk9Gh1mPr6o2J +9xt1J/X/kNGPgtKn6aYCGHiVT5kzoKCw8NNxQeYC8JxYFpFGp6BmjQsq6y0E +sEGtt+NBOQVpT1x9/NNSAOuo6hO1zyio4OYNfjMIYGSjprvfPwr6u6d+Tb4N +wdfyU2/dZKgoyqnxIdWO0IuDoec9TSpqW97C1XMg8Pw+g/eaUZFR79PV/xwJ +ftJb1h12oaLSiuf/tToLwGiV/enxICpaGPuSXewqAPmOlJLcKCpibXmtQHMX +AKuSnreLTUUv/rxrNvUUgDdpdsPVnVQETR+Zi7wFkHu31WV9ChVVHpqQf+Ej +gOMxTSLDaVS03O/n/TN+xPfW6mQPZ1DRztUzdH4AwVdfsadmFhW9GZ6XtQ0S +ANU7/sMVona+vKBxRYgAanz3qezIpKLrAknaUKgAdjQaju5LpyIFy5UyV0mE +/s9ti36eSkV7F8jf3U0m8MWjnxFJVDTWphTjRhXA6movadM4KvItVJVSjBDA +zaVX2D50Kqonb7jzMVIA74VZ36soVKSmqbutLloAkc2rz/v7UlHmV4MVB7YL +QJtd/cTajoom68zq/WMFIKfo8SROn4pIKRClRhfAUsUn9lMqVPTA2WHZDwbB +p4+B8H1JKtq00u1WI0sAZuTDw7XjFHS0zzsil0P4C1UfOHSHguZOBi4h8wg/ ++Cnlix2ioGga6eYmgQB81ujMbPCnoHb9COpsnAAunTyhOqdIQcaz2yWe7CD0 +rP2x5cAgGZU1M28UJQjg1Ezo5NMyMlqUxSdv3yWAVuvABV1hZMT2TxA3TiL8 +0jfZdkqWjF4qJVeLJQvggO6uaNvWcGQ9sp/UlSKAqlXam28nh6Pz/1Ns3fFU +f2+ckhQaVktmdmSLg8fee897PxehlKK7b1HJTNJUUjKSjIqSchQNpEKhUtSX +VCpCoWH+Pr8/z+u87jnP817P57xeVGYIFh6iw87NzjMrtEPRKmb2jT2H6TCs +aPnN+X0I4pifCYIUOhSoKUazU0PQgGCewIo0Onx4wKd7QSsEOXYUXOtLp8Pr +P+W7HnUGo+qcKwHlR0h/n25PntwbjNYTlYu4R+mwamzZZhOxYHRI9WaFwzFS +7/OOcRcrg9Dw+B2/NcfpYDNZVKthF4S8797n+3KCDlaGKSUjvYEIH3xcdusU +mYeNmWojsYFok9NTn6QzdOBqBh83WAhAmWIv5j3P0uFxrOnO7swANPnuValc +Lom/3In07jUBKLSo12vsPB1KZbJErC75o6aYgdl7F+iQDhnhasr+SFN/qCQz +nw4rnl82zrnqh87MjngEF9Dh1Jct7LPqfmj+8a9ptSI6ZOzcTTO56osij/4t +/ltMh4pAmdgMJV/U4Tvv1lJChz1q0h5n8n2QkYzAv9OldGgzKlq0c40Pyv+y +rCiijA77zm9+uO6oNxK6vtJVr4IOU4eF+a/xeaM9LMk//Nfo0Pxzf7hRvBfq +gQ0FL67TgWJ8ou/xgCeyFJJ3zq+iQ9EXscxt7p7o6gvlqV03Sf/x9T1QxR5o +9bnN+aY1pP/38y+XUfJAXJquo3AtHbyWf3IvW++OPqptnXh7hw4Chj0S9UOu +yPmX2YXSOjpYiNhmH69yQTfrrO1Z9XS4ez9ytzPbGW1Icvxpe58OQ5pQstzU +CR12dj8v0UgHhaAM5visAxoR97UdfECHbHfjfTLYHvn0BY1VPaLDSf1dZbeZ +duheMXHuQBPJxx8pw94ttkhpV6S1ewsdonruHb/2xRodNdj5Y2MrHQzztdK9 +z1uh33NxOSNP/1/PcdkfrpaI0syyxM/pMChgI2M2B6g5a/9wejsdLiheOSsV +bIa2+CedDnhB5oe9otS1GhOUI5sOKp10GJWleTqLbkULQ1nfprpI/H1OeRmG +GaDoG6dOPn5F1jOke7z2li56wc41O/mGDn43TzatWaKNtlpeGqK9Jf114Vor +XFFHBctKjmv30kFSusxO11IJLessRwt95Hwwe/VSr0oWxeVWfW77QIdLsa1Y +vE8CvQurPZbXT4d+IQ2qn5AAstK4ZxzzkezvdNTJp+VP68omHg4af6LD/rqo +jQ8pS7F4/ZOjQl/Iev31RGrSpDDvcLvRmyGST4046XU35PCgS/fA5W90eLL8 +rF3AemXsIvnuCH2YDofbv605fEgD33r/n4H1D3J9RpIqQNfG0iWf/1s9Rs5D +U56HmpIeTo4dTu8fp8N3neGtUd0G+IfhT73rv0h+w61y6Ae3Yt+F3+/3T9IB +eqvEhDYjfL9lNtXlN5lvmxUu9nSZYeXsRbob/tKBORxz083UAmcFCPV9+0eH +uuljw4JHLfEfuRUpd2boMOOR+W681wpTv4lrp86R8628+ORXVRvcUrXune8C +qbfKQt+ne22xNlf28CZ+BpxQiU+Pr7fDZ62UtCYWMUAnFj7dW+SA+YQ1eh4I +MGB04I5rup0j3t6lfShbkAFxecKfq1Kd8MvzhpupQgwYPysqIdnsjI0jTF9r +LmfAguahE9n8rrhws9WBWWEG+P1KDVpk4oaXT9mrPxNlQIJT2hWH3e44/p5r +97mVDKCniIsVeHjg3mTvhOjVDDD9yRv4MuSBrd0CVY3EGSC9ZVH4tv2euFyK +2rlEkgFTp+5vF1nthSX+i9jXLcUA6/AVC88KvfC+KzuUi9YyID8xNfCUrjf+ +tHvPi7j1DMhUnOnxbfTGrluZXAtpBnxtASV+Fx9cw7dv00oZBpw+TJFKfeWD +N7YebH8vywDu+e7bPSG+OOV4KrtCngF5zS0uQwO+eDTwqAJPkQHuRMO24gg/ +7Kdw8rmjEgOy2n485v/shxu+n2WuVWFAGX132M8wf6xy86LckCoDfM0k0rd9 +8MfHeMVPa9QZcF1u0QMPf/J9a11GP7yZAc5dlBeX28j3rcgNGW8tBliZLL3v +bxmIn3TXPJHXZsD+1bRvgdWBWOcCjh/XYYDwjdDxfLkgfG7bA+kGPQb4DJbd +2JgZhPm1WpqPGjBgIKGR0jIZhHf8fr4nxIgBMlLchONBwbjzfud6DWPyPFPZ +d3vuBWOT1J7H/0wY8GRn1v6gjSG4yP1D7BNTBsx3f++35oZg4bWf1uaYMyBx +sX+jQncI3tv/7eE2CwZQSlfL/VAPxX2lYzv1rRjQvUmTOJcQim3ipqQW25B4 +lm0GmY5QXGE80/jSlgG15uIt8dIULLmIP+aSPQPSA7c4ZUVS8P6ngpK7HRmg +pP87K7qSgj+fEGkwcybxO9Ze+m+cgt2CxbaLuDLgfo/4nLEOFd9WXCve68YA +gcOCTgqxVCwzsvHeVQ8GVBVtuld+hYpTbylGsb3I31tf6Ox4T8Vj+9RW2/sw +YEUtVcNGiMD+tluwpB95v8DCoyFZAjeKGmz75M8AqhWd74UBgVVfm6y8GciA +QTP7wGlHAmdftLh7MJjUw1OPuIgQAv+LtAv3CGVARruEusguAtO2uIjKUhlw +b1g9a4xH4NY/nrU/CPL+Od1OkXQC6zb60+rDGFDC3RsWdorAuWmhwkciGJB9 +JfO/0QsEXuQZXhMYyQAJh1tSVZcJHLNuO1U1mgGRLa/nrpQTuGsgdtmf7QzQ +/Mdo67xOYFRGv9kUw4CVq28MaVcTuDieG3pqFwPOTO3re0CuRdCBpeG7GcAy +U41NriIwY3FKlU4cqac78rm8awR+/+xIMN9eBqRaf0wrvkpg21PHl3TQGXDZ +sv8oXxGBr4XkXL/AJP0aV2uSnUtgKaULgTvZDGB8VPbwySZwwo/CxYjLACOB +4HrXwwQeqimtXLaPAZ2q0ef3MwnsnnDNv2c/A3RlExw+RxK41u4W/5VEBoho +djik+BJYbmVdOeMg6f+NB13DrAic9qbB1yaJQb6fMoGnSeDx/KYFsWQGPC97 +Z9olReDA6GdXB1IYEOL7auPbWSp+oP3S+0YaA357a7qcfELFav9ezyVkMOBP +u8iud9lUfOJB3xXXTAb8e9hodMuXiqfTP3pKZzGgo3gUK6+h4jCvrzPfjzHg +1ofL27e+ouBn60cv3z3OgIf+1+XGj1Gw3uCEe9pJBvD13Bfztafg8+X//vmd +ZkBud9TD2JlQLEBfKFLKYUBLfKWCbUUo3mm6xG3yLAO22xse6A8Mxd0Cwn8f +5jJA2b+b6ygQis3aVhUezyP93nCGP708BF8+LeVCXGSAVtl1dql7CBalSP/W +usSA7zNxR6vGgzFTWeHSXAEDjlzLQteygvGHURWn50Uknheevy9VC8Z2tZqT +uZdJ/Zyo2VzxIAhfT9S7uP0KAwzOLlN/5BeE1zgYO2y9yoC9V0Vk/30NxImr +4JdgOQOOb3dpCGQH4q89NnmvKkg8LUoFfgoEYo8CJ7viawyoARndZ1kB+M52 +j/H4GwxYZuz2elIyAMvr+uVaVjPg4kTee26uP06fDrZZdYvMwxfl9B3S/vjn +Q9rohxoGLHW+uOzleT8cdCTqbGUt2Z8ul1q/1g8/9N5lte8uqf8Cm4MmJ32x +uvTeESdM4lXz8m6gsC8++Yl9Zt09BhxWiD+qetAHz1QkWHy9z4AGesfbmklv +HM44/P12IwP0FH5UrYr0xs/NMk4lPyTnT0d0uMMrL6wvmG3u85jMp51veTut +vHBe++mvCs0MsJx93JZZ6YmX5Jw/8bOFnB93CcpdKU+8i1pg2thK6s+tNmJR +ggd+pXLlS9YzBrw/GFU73uyOzccrskPbGP////J+/yw3XHKn2mRzBzmf7rXO +BXu54hUH73yafkHyuzddTlbcBbMc72e1djJgW/OX149eOOH/Vj/eerabzL8W +9+mdRxyx/bvWj5GvyX1Vzxozawd8o7Aj06CH7N9wITPwrx1eG/PKUOAdqTc9 +JeJTmS0+oNfb39lL5vfyHo9FwTb420x/RsF7BhzMutz4Rsgaez7+or/nPwaU +f98clX7LEt/NHPlgPkD6IYVnZEqxwAq+v9JEB8l51KtUpy5ijjM2/tXt+8SA +0JDUXfQAhH99nusr+0LmsZ32i0sFW3HwtcWpnK8MeDDJz5oZMsCPmMt0HL4z +oFgj3PGFhh7WgJW9UiPk7wctU2N2aeNTSyWTP/9gQOl4YaJekAae7Vi/5dYY +6f8tz/e6v1bCEWfl3h76yYCm+zffP3aXw22EcpLnBDmfs145h2RJYgO1zZpy +UySfon+/5kwK4As/dd6M/ibnyfQtYe3YRyaCdUYH7/1lwFzavQ/O4UtR7CEz +jcxpBnzhFY6ub5FCr52sXwXNMsC1bt0y1x9yCMQdE9Xmybzb08BlMpTRlV43 +tb8LDBju174WO6OBVhb7dDXzMyHj2Y9g1wZtxN4ZtP/0Yib0qWj+2pKoh/r1 +CZWIJUx4ECXwYbWZIXKY2/ZSdykTtMtz15f83YqqmmJ4/MuYYCmX/y6/CqF1 +WXFKL5YzIfTe7JHqKHN00I/VcVGECTomVcMORy3Qd5n9nF0rmDBfET3095Ml +8ho6pGi6iglKrv3Rj0ysUd31tLblYkyYbWU+O5RlgxTZWay34kxgrYdLq/tt +0RGLU/Klkkxw3Pn8rtMWezQhlPuMuYYJvANv5Zftc0AhL/MZtuvI9fKna1Wb +HdHjc5dlJTYwIWjxQ90kUWe0Oay89aM0ExysbFx+e7qg0+pVe6tkmHCr7Xha +6ElXNPfr9sYDckywaG/wOP3SDW3D9S1uCmS9h6vNzQQ9UHvSw7iNm5jw8m3k +uqkCD2To8mTDiBJ5vpr7VD/yRPkS7U11Kkxou329cazLEy1937U7XY0JyPFg +0aodXmj35bfrAjSYEOK5Z0p3nnwv7frvkbImE+yYi83ssr2RheHnXVNaTCgT +jLAwkfNBpfPf1zzWZkIFu3PxQqUPWt0y/uCELhMaF94+OGzsizjHfsfQ9Jmw +1Dd3ED/0RQP+s5Lahkw4ITqsetrRDznJLWqcN2KCavntDP52P1T9demONmMm +XKU6wC93f7S+SlQiDzGB8D5zL6DDHyVxxO/vMGOCvkz/S2WXADRsuS7aGJgQ +fjc+xa05AHkvlxUTsmRC7I0WpYdmgai+c1P9aysmUJeNetCryfftefXIyzZM +qDIe++2/KQhlhmuvotsxIdPzmBtxMghNaRjWWTkwoVk//cWBhSAUOokiVjsx +4aEMP1EZHYya6i1X9DszIS7YW/ldezDSSra/c82VCUcdQ3JndELQGVfXsP3u +JD5i8smCJ0LQvKS3iIsnE55NEGvGR0NQ1IeA2+u9mSCQu7O90iEUdZRQiG8+ +TPh+6O5eg/xQZLQ7YvkdPyb0DA4a7/8Vii4Z7biVEsAEQbOXN3hWFCTEt4fi +G0Tys+MCVjlGQXueMIQ2hTBB04KSye6hoLfZvOpfoUzgvzLSsU2GiiwDD4Y8 +oJL6FaUkDxFUdFU+VTCbRuJ34r3g73wqEvueeYMSTvKfLbY0o5eKuNUngjS3 +MaFJ6G9g+zICfeSeFZiNZIKQeViL+CYCOVtfvPY0mgmLF6UbnzAl0E3h4oBz +O5iwKwF323kTaEP31UXRO5lgPz45oRVNoMN51ysMY0l/aFLlHHgEGomo8Vuy +hwkz0imi2ZkE8tHEfN1xTHhhLVklkEege1ONZYV7Sb3mcbeQ3zdI6X6zTxyD +CcIdfn07awh0NOX5PLBI/2qKm4Y2EOi3W2fpCg4TdBcXStBbCERZ0+P1nsuE +nGMGATfaCNT83/vZ8n1M8J64pLq6k0BbSgdLuAlMcN4mOHC6m0A5e755OB5g +woHLw5Lmrwi0sHVses0hJpx0U81cRu5H808Vf0ki9XyrwvDvCwK9aJ12q0lm +wkaXN3bLnxNo6wm+f0mpTFA4+0PBoolABUGCRV7pTGDm1Ybl1hNomaKIq/wR +Jnz7TbSuqyZQ3PDqP2OZJJ9ZsrSGywR6d3NNwf0sJpwSOEJk5hDIat9G56PZ +TPhqLrLlUCqBymwUp4JPMKH12faoQgaBxEXV8tVPMWEq6trgKI1AvFdajv9O +M6E4b235dhcCDV7Qn2jJYQIcdZuUMCCQS6TJhTPnmGDdKKw1sYFAt7Qs7Led +Z8IlF5kFQX4CSf+x/al3gQmD3k3ckidUlNzgfH5RPqmHluHXNUeo6Eeqp+3L +S0zY/cEgy8qZinw9/MfyC5lwXfHjQe+lVHR/bei52GImXCzcPT7WQEHKA2HW +ZiVMkCnsjpFlUFDW1egfwqVMaP/tL/hdmYL+xMXmvLvKhJ/lCioBr0IR1YRu +ebWcCQk3jh2PPxCKWhZxh1mVJJ66lwgr1VCk/SzxtN11JvyVb1V++TwEnT2Z +DJJVpP7jZppVY0MQX8iRb4PVJH8WoxxvkRC0fdPxk9W3mLDkjsKb4CvB6OXI +GbODt5kQGMV+7wLByLgmb8j9DhMiDjj06XQHocL9hcdl6phwZ/l4nFRkEFpu +V4p+YCYcGfS9KDgViOJXXPuM7zGh276H/HYIRL2vbx7LaGDC+ibVeLQ8EFnn +3zUOfEDW5zh441x2ACqPahhUecSEatUPzw0lApCEdtPR34+ZMG6+LlLutD/a +9/epUVMzE7ruuEVGiPujT40vBk4+YcJK7YbpVcf8kGv66yNhT5kQvKvjpr6Q +H6rx7DPQec6EVWuGqB8SfNHG9R//W2hjwnKH8tUbJ3xQyseh9PYO0h/S3+X5 +tvmg0bIfehdeknzuUUY53d7Ib+/E+5gucn628Nn8svRGDehfqskrsv67HlT5 +Si+kIrCgs+wNEx45nZ/Ql/JC2c8F+t70kPVoLas02++J/p5anlLyjvRTWuUu +l48eiAhdpc3oY8Jqa22XeFsP1Kok9c76AzkPHVIsD7q6I53RDYfF+pkgunfw +93ERN3TutrzWwAAT3qoKGZs8cUGLElV6rg8yQe7a1MCFA85oh73moYTPpP/v +aNoPGDihzpV6m12HmLApgi2m9tUBoZ6trzd8Y8KfxzXWuTn2qOiS+YHv38m8 +bk1QCrKxQ8LbbdTvjjDB10h5V9aoDaLrOHWnjjLhnA5aFXrGGvX9c0/wG2dC +ZF6j0wiyQjYPfVWVfjFhICYxN+w/C1SZEdw5MUHqVcs2t40fkKQ3bd/DKSb4 +vYluBktTtH9DlPLxP+T5npcVd+w3Rl8Gd76g/iP7Ob8k/fxtQ+RWEc/VmiHz +auCAseIPPXSbzt40N8sEumDDAw95HSRrltD+bJ6cTw0+w0Mlm1HqksPsXD4W +zKaZ/Lq7VAWNtaUrbF/Egvqbs953tsmjgDPHnhsJsOBdXpKbUNIa1Eg5zRQU +ZIG1uZz9TKwQUlU5L/dqKQvy2AVLD1m1mRwfu/S0aBkL1KqbogZaBPC/2hJ6 +vDALZISm77lUSWLagQoZS1EWyKVlLKIkyOGnDtVPVq5kQf8VhuN+BWWsu/pO +/IdVLDjg6uEX9lgD5769J10pxgJeypu6miptvLjwUTNPgqx3U+hJXqIejtnR +usdJigVnfEOVdZ0NcZdux/p1a1mQfU9XIl3CGJvOdD8eWseCEcJRX7sX4eJH +72Jvb2CB960ruW8ummORzP61yRtZUF5a2Jdz3QIzfL489JZlgXa7aOmkqBV+ +Lz2yU0GeBQkPcuqCdlhj288/pX4qsGC/MuoqfGyDr1X+aWzYxILBTxd/Xpa2 +w1LMuR1Zyix46HXTxSzeHieYL5YMVWVB3dgbH6smBzwkuKxBQ50FS24HtmRJ +OmH3jhXbpzVYENLsfWM2zBnX5kiIt2qyYOyOc3hkpQuWI9bfy9nCAp1NM9yS +SVecpioXFanDgo3Xrk/nbHXH4+NKqw30WLDwdk7miKkHDryrgRcbsIB5ambf +/DsP/OCgzrZOQxYIffu04RTLE6s5Ga0s2MoCf48VViZiXviEmNnd3SYs+OGu +EvlfmReefmcVbm5K4q13Uj/e0huHFTmIipqz4Hbfv4yBV974WYxbbS+w4Kvs +5EnpaB+sp+9DK7NkQXpl2zWxvz74/GygMMea7OeIHedmsi8WaKLW2Nuy4K/u +6mejq/zwzqPbqFL2LFAQCO64dc4Pd/vGLPvswAKGwZKxKVl/bCYTd/OmEwvO +Tw68Kizyx5e/MEMPubAg3KF6b8WmACx6fd9STzcWpBmKiAkUBWAm61CVrAcL +Og4Mm5+XCcQfIC141JMFWgdcXobnBGI7oawl97zJ/m5ljLiLku/bFyevH/Fl +QUxSioTXAfJ9e+5cYJA/C45MdUiFjgfhRFr+YrVAFnyIGRONCA3GX9UuV/4J +YkEuPrgrqCUYe/wq828OYYEL/F2urxWC79Td4D9NYUFmzIzw5+MhWD7pdnk4 +wYKpK6Jfab9CcLpzva9uGAs81S04+e6h+Kf4wwW+CBY8Pj85e+JqKA7qa7na +sY0FSvXHhHT5KPhhcZv3xSgWtCxqTon3pmD1XV1zO7ez4H5x/DOnIgo+afD2 +Cophgens1RNVYxQ8M/fBc/kuUn8+ByYubKXi8OZPMz2xLGi+jUOWJlDx86zv +l6/sYQH7elb15wYq1vcfd2fGs6Cp57i5zjwV58n+/mdDZwFeQveNkybwkq8z +ReJMFmgqbEr4Z0TgXTf43T6yWFBqPfCu0pPAr9hL/97gsGCLfiPl/39/ZW4p +WpjIY0Hy+6dbjiUSuGSZuIvbfhb86sMFt08SeEXn2t/SiSzye97RZeEygVm5 +MpeGD7Dg0ebvvyNvE/i/sE1OdYdIPI2PXxh+TGB7DfXJtMMsOHxTdOeRlwS+ +MbHlon8KC2LLn3fZ9BF4bb2Bg3IaCyJLXjGkPhP4wGH0azKdBa9LdqgsDBP4 +m4tl3qMjpD+LVv2aGyewp6S93YmjLDDT+KggNknguvcu48QxFtxrMjFCUwRW +KPHK3XKcPN/QdIBN7mfEBtjMn2CBXrjE8mc/CTxhSBl9fooFb3qP9+r8IHDw +QvjZ82dYcKVkVXXlFwI/atluteMsCyS65jbCBwJvzt49sjWXzLdvO4e+dBH4 +VADjzNI8FlQSPVIlLQSeleNZvL7AApqB4Jf9dwm87duB78X5LLBtfPRo91UC +t1WlnNpbwAL5q9O++3MIbMDNNLcqIv3hn3ioNInAF61OfF11mQUazC7qxC4C +CwqfPfFfCQtmhg8YEX4Eju26YHqtlAU343Zl/jQl8JvzRV/2lbHA/QF7Y5k8 +gSHiarZzBdn/8MreTAECX9l83WT9NZK/tsB242dUvGrq1qev11kgrTdrhNOp +mH2vLqu2iswXSoH0ZRsq7k9u3Jpyk9RvQq/AwgwFO7o1f/SpIfPSJLDvxXUK +rpJ6nqlYS+alQeu0AkHB6/57afjrDlmfHFabF6HgQ1fe9DfWsaA7X/pYzO1Q +/H33+4xj9SwQdU2vpIeEYq+tg/qU+yx462xHV1wIwZjv24fNjSz4OL7H9NDF +EKzYOpo284AFrYqFd8+bhOAjxyd1nz4iz/s+/IfbFYwnA6f7zjaxILrt1HaN +7cE4RIEvNaqFBUGjKUN3ZoLw4+9LdAxbWUBVqM7fciQIa94U7hV4xoJzvYES +eWuC8Gne6uSu5yyImzZRFS4IxHPWa7YUtrPgdHGHTIZKII4U2fh2zwtyHs5E +H1EuD8Dt3QpJ0Enq0bLHbVQjABteUNVc0c0Cg2fnro5d9cf527Te9L1iQSiv +bouxkj9eqqV/sPwNWZ9lwMO3F/zw7t/GGty3ZL7OBqT3i/vhnvvwyqGXBUbl +GUtDU32xRapt4pr3LODfcHo5lczXUndntS8fSL1UGJf8jvTBq9d6dt3qZ4Hg +pqNb9Lu8Maffb3/SRxZcsn7jpmrmjQdKQ1S8PpH1WWwfGyz2wk5xYS/lvrCA +83UBsZd74WrjaN7YEAv4wibP/t7lidcvilW6/43EX6yjdk+HB056urcjc5i8 +b8/xQ3+1PPDwCQ4n+AeZz7cZWy3WuWPv4ERF9TEyT3dN3px44YrrFZPb/o6T ++wHKldrJLnjTSAar5Re53xNzW9rQGWfeypY/M8mCxKCex+8HHfHUvjPPIn6z +gJhRU8jNcsChtnkMvb+k/q03nGAb2uMm0ULZRdMsmD78W+FSry3Wen2l9cUM +C7K6DxpsTbDBZy5W7s2fI/udKY6LlrHG85E3N8YusKBMS68/oN4SR22522LK +z4bB/UZNOgEWuOPP/TjhxWyYFjznbPTJDBs1Pt7wToANTY+rEhMkEL6U9rSp +VJANVpIrdI9YbsVCni92s4TYoMOMbL4eY4D3rHu9zm45GybyK+fMT+ritwO9 +jyRE2FCfR+1eE7cFW5YN7BoUZUPogS8zXbVq+Gr80JrqlWyg0+WbAmcUsRj6 +8eDAajasGjEcKmBLY+7iiRh3cXKtEO776Pcq/PHZX0kZSTawjCYoRa1Tdc6n +5htGpNiwzeV69x6XvyY3QwR24LVsKJfRVeaeXY02KC2XyFjPBr6AD7JU6Y3o +8I+V9wOk2bDojlFxvdsmNFIjGa0iw4agOkEuElVHPgkbxH7LskG/MoOyuHUL +umcnX/9Yng2Cf94O1TTqIqWVKpEnFdnQzRny+ZJrgI6+2bwqTIkN/TvsxRri +t6Lf+bp12ipsWL9YMW7EHiFK9NaIBVUSr3OVizasN0fN2uYr2tXJ+8TevuXR +LdCWf9Z38jazQcZ7Xf+ad5Yo54FjWIwWGxgsXeodM2u0kO4uYqLNhvbXb3z1 +821QtJfvbSFdNlA1+gXC523Ri/XBxBs9NmwR6RzaEGyPtg4Sy0sM2BBu7XLX +sMYBFZRH3qIbsWFBzo91RMQJLaPvpFgbs0GN68v7RTijONN4ITFE8ksIR9tU +uyCS6+p+Uzb8ukjVDuJzQ1Zt+0Oum7PBPNVBVtTZHZWdThJMsGDDMeVU5gZH +DyROSb/hYkXi+fv+657vHoinfCxogw0bhqsbh8szPNGn0VMC321JvJ69Ujik +6oVcanOv3bFnw90lEZqOj73QrcRLAamObPioXzM+GuqNNjqULPJzZoP0x6Yj +tClvlLyqomKTKxuaZa4GHMvwQT96qvwm3NgQlXZtPnKjL/IrqOV76MEGbuU8 +8abSF93ffq8s24vUn7twUQfyQ8q6j3yoPqT++Po0ocUPHZt+Mq/pxwbdc+vu +S3r4oz8P20tn/dmQv6Tdx/q1P6Ie6fZ6FsiGsu1M0zuBAeiJ97vZc8FkfWva +lm57F4C0pftLokPZEPsouNwkIBCd/fTZw4hK6jkxOly9KxDxVw5PL6GxYY3w +RL2ScxDazvhZ3B3GBtfrBadkGoPQS7M/bkURbLA1PaW9VDcYmQjO/Y2LZMPM +UwflzkvBqLB9UZFFNMlHqystnnwfL88Rcl25gw0jf5IUeukhaC91xZ/3MWxo +sf61ge9dCOpVkSio2MWGzLmzPq9QKLIeX+fM282GW/Yrdd1zQ1HFHdkpxzjS +n02vYsOmQpHEQaX8tXtJfpsvWQu4UtA+Rw3HITobCruSQb2Agj6v1pmoYZL4 +fDzq+/QnBbm+M7xwmE36oflD1ztzKqopNLX35rKhSJ9yxCuNimRirH7K72OD +pUnfFdV2KkrRczg/vp8Ndq6XqOpCBBqdcbVtSGSDX9v38CgVAvk/9h47epAN +zLsiF1psCNSQGXguJIkNbaDOsScIpOJLtdZIJv1RdTBvkEOg7I3bfvxLYUNM +TO2Hs8cJ9PfzjpwnaWxgv33pG3GFQMS1PZY5GWxwOaztYY0J1MpkDm/LJP20 +o9BLr41AOrDvtH4WGz7sc1+j+55A55YegsXZbPh+LOak2TCBFr1I/fbyOBu0 +ymJnvf8QaMfZoycvnWRDguO5+r38NNRJnDTbfZoNiTO/955fRkNI7dyQWQ4b +tk//mW9dSUNFPy8eFznHhuvD3rx5cRoSritGvblkXrQnoa1SNEQ/VPb5ah4b +dn4ffsYk131ON46xL7Khs2J+7K4EDdmI3za2v0Tmw4PSG/yraaiyFw9KFrJB +anDG2U2YhiSLHxz9VETy0+locmkxDe3f2WJ08zIbSku2qf39R6Av+m0DB6+w +Ick/Tdh/lEBuc51HPK6SeXgzXvh+P4FuN/UYyJazYfO7xEytlwSSzfrw348K +NiRbh6uVNRAo1e9Tev01NoRoKNXpVhBoTOa73pEbbPj6R9X36RkCBQyNvQ+s +ZkNOgKb93kQCNV6fSlW9xQa92SYJ7UgCqbJndP7UkH69ncFZ7Eyg4xb8fU21 +ZH09a+njmgT6J7Q05dRdNky+OGg4vYJAtJci2uGYxNss2M+hj4qenhN7p3OP +DZKzjz8MnqEi3bC1h/kayHzaaPi43ZWKctVltDoaSb1Y7tRczU9FiycUey48 +ZAM+X1tx8wYFxWC1Qzsfs2Fp+oJJQwgFdSVt2Yya2SCvm2httoSCTF0MXi97 +woaGhCNFRmWhqFgCHehpZYOnGOTdcQ5FIu8t1K88Y4PixO1XT7+FIMZlu25G +Gxtkz+7w5xwOQe93uSTYdJB+/hZ+uWNDCLI19FIVf0nOx+LMvLfXg9G1ef/O +gU7yvBM/9xdZBCOpltB9N7rZMFAjO2TcHoQSjoUrJ74m85moHrwaEISG/Le/ +cO0h8Tvw8g1ffyByl9vNlX7HhkvS21JcIgJR7Vf6puFeNuztvrDq/OcAJFfF +bb/7ng21qxx/TIcHoDTOAXbaf2xYK1H8j/ufPxq3TFHwH2DDRv60cPUAfxS4 +PPO50iCZZ7mfKte2+6EHnceZk59IP2TyXfG19ENq53PkHn0h+Z49mPSzyhed +CL/w9PhXNgj9eNAwK+uLpjWK6MR3Nrx+v0Q57YgPCpssldkywoZeBfMnxZPe +6Fn9tSdzP9gQ7+QvGhHsjfSSb8U/H2NDa3p88ZsGL3TetU76/E82KLDQwdUK +XkhAqrF5+wQb0kq93yke8kQ7PzTt2TpFnld4VVW+3wO9Knm2fukfNnR9Fd8i +beqBzHa/fPzqL+k3dK/LfbM7umz0JrZ4mg0aIkEK1/tc0Qq+92v3zrIhIk1Z +aX+6C2I++fjQcp4N98crzAd0ndGH7K87V/FxIOhDm+7it47IPnBU6j9+DqyT +u60hvM8BXZefbKxczIEr1wuq5KXt0Zrv/3bsW8IBb8uaG7vv2qID1QsSzks5 +ENtRt1fGxwZ95S5pWLeMA6fnYk75j1ghD2vh7V+Xc0D95uoZm0OW6K7wavFa +EQ6g3eZvVklZIPluqXvJKzigV6AU+MzdDKXnSUf5rOKA0KPUXX27TdCvCIXV +imIckD98qa8s0wgFaaqSb14O7C57MZdZoo8eTmlua5TkQP86i0tv7+kgjft6 +K4+t4cD0Gc/Wjsua6GSK8d3QdRwo8eqlyzxXQTNuEL55Awe+6UWWu43Jo4g1 +tqIz0hx4uvJzsZzcWvT8P6faVhkOnDlqOuxWL4T0Sz1oZ+U4oDpS/IFi9cjk +wh4/4SgFDkzoHo1k+griJcYhNQabOLDolqP0wKgU3sUfRhVQJve9fbwSAuTx +69aoZV0qHGgtWhh8ZaSCzU/sulmgRvYTsDegWUITlwTtDd2jwQFpaX26O0sH +r1TkLAVNDnRu8s70D9PHrOGEKtEtHGjmFwpXdDbC/908HNynzYF2xeINwTom +2GFfxpJyXQ4kipesvSJhhm/YZF/n6HMg4s+xheuTgNeKngl0MCT5G1i761i0 +JT746vziNVs5YC/TkNzebYW/XSio/GzMAaP3zC3fzW2wZ+QV/1uIA1Zh00m1 +Jba4TquSP8mMA7mprp+EReyxwp/qck/gQGCD41R9rAPOaLjjK2fJgc+3zhde +anfEE6n3F0atOHAn0U7xqIYzDvZ4fPWeDQfWJ/w3F0B+vz9a+9Q7044D1mHv +ZHp7XfHmgY65IAcOFBqXtXzXcsenrr66oubEgeWX8tu2gAeejev1/OvMgT9n +bJ8LffbA20wGZppdOdBgrXlxJM0Tty0aunzanQM0E83aFnUvbPBsxD3CkwPl +lgGPU5564Ysnf/3T9ebA75qiCqlobywY8reI35cD83vTzkQs9sGxm+ZdX/iR +9Td3j4fm+eA3I4v/Xgwg+Vh1cPu4ri+GmmWFu4I4UPn77cSyFl98Zf9KF9MQ +DtytSHh0NsAPr7KT/L2cwoEYY+2II0N+mL1iw6W3VA78nZwrfbHXH/e/lnMq +pXHgnzB/tf+cP3bMV55khnOgLUlleOXhAFwVtfmi7TbyPqtRyW9LA/E6bV0H +iSgOhKgs8+hKC8SH/hr9+hjNASn+LYINgkH4e6NZXtUODiTvo8zmHQzCXunW +dgd2ckCXL8eZ8i8IY0/HcbdYDgwf02BP7grGiuvdczfu4QC1XD3E879gfOSj +j81IHAfMbDK0o1xD8GRZ0GjdXg5Edz9NVb0TgkP2EmfTGRzwb3MIT5MNxY9R +pFUAiwOmmYdUuUmhWFNg54gyh9T7mZD8n4Oh+PTzuDNTXA4k0ViTHy0oeO4U +y+LxPg4sfIm9a5VLwZGh+7+fSOBA0UZiesk4BbcrJZ2iHSDvn8DKClZUbDia +Zq59iAO1t8LWH82m4vzbWV/nkzjw/o3UGrNeKl6aeOpEWzIH9PnXx0qsJvBu ++1zTvFQOKL1sfF6kS+CelZe+7EjnwD5hd6aDF4Etei5nGx8h9W+WFze/m8Cl +l8pNhI5yoNQube7BEQKv3l716XUWWU+WQd6xywTm6NRmXc7mQEakhmDEPQIP +/KvfSj9B4r940RbTLgI7PXz40eoUByj0DEvJIQJXZzzJXH2GA33tYRUjfwm8 +3rvdsD+HA5e3uq9vFKLhpA3d/dfOccBCXyTuqBQNDw++zdh/ngMfvxt0einQ +sHfFf/ouF8j8qZg4t2IzDdfTP39Yn0/62VR6Z4MeDW8yG077dokDautdlCKM +aThzyU/dO4UkP7Va/TOmNDzV9rsvpZgD91aeHE82p+HQM7MpviWkfscMfvKT +6ybKIp1NpRyQzLOr241oWEtFqPfXVQ5oiasSHYY0fGZMNPlBOfn7C+/15LVp +eKFWfEt2JQeCt9GbtqnQcNSBdW8p18k8l972/YI0DXc4yCZpVpH67CutfrqS +hreuVtKcrebAhtPzMT/4aPjSW/U3T29xgFeXd2HpOIGFCrUPnrvNAdfQVqkN +7wkct8NQI/oOBw6+ZnxUe0Lgt7qmrwzrOJCT3GZvWEVgyxnLxCX1ZF6Y72y1 +Okvgskf2at33yLx990jFaz+BxTJduwobOHDYUiMqiiAw18d7f9wDEq+k+sfJ +lgQelA5UsXhE5oPb+bs35Ajs/JnyckUTB0Re5468maHim5URvPfNHBidURpg +VlOxNHOHUsUTDqwWHaqw20bFh833dHCfkuc9eSLrIUHFI4JMjuNzDpQ9vbov +r4GCfTt4imvbOVA9NcIyiKLgezkH2750kP38VLdVEqZgJSKVVfOS5OeIfhKz +PBRnqR6VP9zFAcePIhb6DqH49/iJZ16vyHlW5DO2fSAEU+6eZci/4UDYVVqy +IisEtxy8KDveQ87LpqWUXctC8Ban4tb77zgQfkvHzOdsMM4RK9t7tI8DP0dD +XT8rBmO+3usbQz5wYEpMWUGrIghHF9W0qPeT/tje0miqE4RfxOC4fwNkvq6x +PCp7MxAb6z/Y8GSQxMdCzO2zTiAumG1uOvOZA5nvOhUvVAbgZU3Pd28b4kD3 +SnTRTzkAxx/tXKf/jay3y7hUPs8fv/PtebRomAO3S/uTV6z0x1YyH3a9HCH9 +nhvVpZnoh8u/DK65NMqBWx9+JWeP+GLx698exI5z4GrM2Ql7f1/MY43FmP0i +8/m214NtDT74E0xJikySfnnv83lmkw92EZppeDdF6ovdfUk6zRvfesG34+of +DuCzWdnvvnrhjecEJdj/OPDMwP2cg70XTqaJ3Leb4UCKpOpXTpEn/qEmFi05 +R+Y5N2n84JwH9vu1RuzTPAcUVOZ30H098P26jfXVfFzIXHOu9qmfO1ZOUow8 +uIgLwSc6l3TOu+JjzmqrPAS48OdDVb1KkQv+I76lTkaQC9r+9xynrJ0xtU8/ +4sdSLtQqfr4QMeCInxSbrKhfxoUX8U8lLvEcsPYuizsZwlxY+KEa1ylmj88a +2IUFipL3+eS8Ub5ii/nnnUVUV3LBtq6h9clWG7y92fP271VcMJ2s0f7UYoVf +ZvkTTWJc0A9Ks77sY4lN/EOXn5LgwvKa3JVx9wEXyobfCpPiwmL5qJOnO0zx +8q/RFJ21XBj33Ggn9t4Y770RK8S3ngsGa/zfWQ4Z4l42vbp9Axd2Xry5J3FU +D1tbckMubOTCLY+lJ5UntHHFsgOCO2W5QO1P9FIe1sASnck3TOS5ECVz+rfV +iBLel3skaJkiF9rNp2zudMviz2HHBXo2cUGzlFfj91wcu2rkXCtR5kJTT816 +n8ULdTUTeQEMVS789J3zo+r8NJGpL1xko84Fzu5CaRy4CqUcLq0Q28wF+dmr +Vf9tk0ajLtf8BjS5IGmTvq7UaBPyl7zFd2MLF4r+GJU5m6ijhvd3yxJ0SLyY +ikKrNmojlZIGH1c9Em8h+cMGG/RQdmzT/AYDLijKEm7GawzRX8Nnpd8NubBe +ST73/ipjRCy88Lq7lQtpuU96o5eaotaW17OpJlwQMLr7qnfaHOlk95X4mXLB +t6C2LXTKAp0L+OihZE7ycT7e3S/GCi2S/zo9AVyYc136Vu0/a7Tj24/ih5Zc +OBfAXFfuYYs6qybcjltzQVAkZaaiwQ4h7r+/VFsunK+rvb5oswMqsloo1LLn +QvZngcrE045IWHiJ65wDF/gHEhv/zDghetfyP8+cuJAb1b0aqC6o7/yqglwX +LiiJO8upN7gimwgp5+1uXCiQGn12dIM7qtwsPWXkwYWx8qRSWRMPJDklny/o +xYVDHx0MMz55oP33VBxfeZP9fS0u+Jnpib4ka04U+XLBq+CxkaWeF3Jz07sQ +78+Fv4JVByLeeKHbUsb2loFccPwlbmvP8Uay/5n/XBnMhRUtj3NerfVBqVds +zn8I4cK84e3nMzU+aGy3k20lhQvifzUSSjx8UcBWjzEewQXmlcOpD7/6okY+ +v3NOYVxAMj1yZgnke6k12HpdBBdYmlPPF6/2R8eP034MbeNCtGNXiECBP/oX +GJVzO4oLHbumJjZrBaAwhV2Wydu5cLWXtWTnnQD09Hv8sHcMF2R27Nh5AwKR +7k32aYVdXFhES/X99igQneclwM9YUp87OhwFbYPQYpvD3xr2cMHp2Rv1Pw+D +UIxIxsmseC5sJIQtKsyCUXf3MbNQOqn/V4e3StUEI9MLp4c0mFxIfftIQVkt +BBVvO398msWFp40j8W3nQpCoVgFq5XChlZ02OycYihi/Sz7n8LgAy1aIlu0J +Re/vVxyL3M8F4yVDAY9fhyK71Gpjg0QSf0WVBTCmoGvudwYXH+TCgdRLR1ed +pSCptfePdh7iAu1a+rTaBAUl9j8yKjjMBRdL7QcHnKhoqLR1YHcKF3bXR7Ys +u0hF7nEdR8zTuHA7Ryi67gcV3TF+ZSCaQeqpoNjosTSB5Bb1/td7hOSnMHh1 +jQWB0p72p5cdJdebYpTLwwj088QXPc4xLnxc8kGy8BCBAoNH3tsfJ/PtDgef +vkSgB4q/UqVOcoGvLVzzUD2B1Ef+6Hw+ReovR+VJ+GsCnbg113vzDMmH/nVl +o1ECTe9bnHLoLFmfoKHCv8U0FG67TNszlwuJIRe7StbQ0DPRle9k87gwLbj2 +mJkaDem9ljg8eoELuyYkftdtpaG8i+u17uVz4VRf5mdpOxoSiJLrOVLAhYGM +XzyaJw3t3KJ8KKiIC88jh6VSg2jo1R+NzWqXuRC4qTogk0ZDZo06r/+UcKE7 +5ZD6nkgaupxmdKC5lAuFjhtqdLbT0ApPM/XTZVwI0JoPf0Gumeusu8MruKDQ +qvqfczQNfRhwSNC9xoXv6hIbiyNoyL7MTZX/Bhc2h7/yfkuhoevxPp0dVeQ8 +kI6cGfajoTUoaN/Fm1w4c2JFe58LDR1YTCjvquHC5edeTRUWNPT12bYXqJYL +qlGgGqpLQx6nYrjL73KBMqyzb0yehu6GxG16W8eFoNPtadtW0pC8Eqv9Sj05 +D/Kc/B5MEyj9xz428z4XhgP+aC35RKBfNYcUbBu5IMIQvKL3jEBBCWnPxR9y +YdJBO9v9BoEe2mUxPz7iQvyrs3PBJwmksfKUXFUTFyKTdS1C6AQ6+ebc08QW +LjAq3ox6exNoJj+f7tZK3qcqOWinTaCI6MsyG59x4REo6xsLE+i5dvmT4edc +SK+o2UN5QkX6/27E17VzISt/li+YSUUXHtyWTn9B5vm7p21xclS0JKO+2b+T +xN+rZ76imYJ2eT3co9xN+rfyg+Ga7RT0ev2T9VOvuNC7xzAbL6Ug88G2x4/e +kPcfFj53uTAUlZR3xZ54S+aNh+n2AeNQtJL+di2tl8wz62+HeW0hiGX638Mt +78n5UsH6dCA0BP0n8Hnn/Acu6KqnjM1/C0YObd+l2vpJfy6xO7R4bzC6cXq8 +8fxHMp/1fv/M+xuE1lJ+79jxifRXUvLMW24QOqg8K2H8hQv3TAyftP4LRN9G ++RuWfuXCoNX+zzxGIPKsXbr99TcuSJwO8+UbDUB1iaLil4e5YNOED0SFByAF +B/F7e3+QftMa1nn4yh9lrFoXZTVG/p6nd0be1h9N9MisXv2TzIP6h/o5VX4o +uGAT/u8XyefxfQIGG/zQo+3q265NkvMxsMhT9JAv2qyrvXL/by5kLCg91P3i +g05NG9x1/kv2pzLrfcfeB80+ROHrp8n5Y5HoX1XijbYdsRT9NsMFe8b+/TqL +vVGbt31t7Rz5PaBk/MAl1AsZSLvSUhbI+a9qu2tNjSe6+MlL2JefB0V9M5Il +yz2RYGVAjeJiHjSK8PJEKR4olkGh/hLgwU9Z/dBmijt6Yxax7IEgD+wkDzLY +c64IBHfcPCbEA8Xass8hZ13QlfbdoZTlPBjZuigjf4szWpXDWKopQu6raz/a ++cgRsam8qhlRHoSb9ET/9HZA/SoHg5+u5MG/5gv3ggbskON4ypJzq3lQrvos +9nWMLaq6k3k9SpwHmQ3rUk5MWKP1B08EGkry4IxTAfce2wodcjy7eMkaHuy0 +jl2bMmOBvq++WNm1ljz/mti04V9z5P2uyL9wPQ8KlkcoB00hhAuv8sdJ8yBq +7YLYq9GtSDHmejnI8OD4npSapZ8NUKZeje8KOR6sTcqN9+rRRZMzdQt98jxI +jWrU3XxiCwp53Hi1XJGsN9/0RtRuNdSU2ezNVeJBSmdj6HpHRaTp+3zOQYUH +vZZDj1darEenN3ZeWaPGA0edbRYvu4TR/Oc3nl/UefBx7OKPQxJvTSKvvZ+5 +tZkHwU4BkJ29BLczBy8nafGA1X+ebS6/BhvBN3cvbR7YP/sWI1Qvj/OXjv2T +0+XBw5viRbmfVfDSF5NFY3o8+H6thO+4iBbec3ba9b4BD8DRd7v4Wl3cQ/D9 +zTTiQdfL6p5nKgbYQk2wMNiYB/mvX7xcabAVX/0p7KKOeMDzO3FqPyC8um71 +77+mPGjJGCq/aWeOOYfWXGoxJ+sTTmCrXrbAH502Op2x4IEM19J3epMVdhJX +nIyw4sEGMTmH/EJrXN2relHPhgfdmsLbhzba4g3FWg6L7Eh9ISnxojN2OGmn +/q8X9jzQEuN9LhRxwMP6Jnn5jjyo4W5+W5voiH3mwC7WmeQzXBTdHHPC9U22 +46auPHgakVEdGeKCN2U55wq784AiZ2df3OSKj/p52rzz4MG2Kxup5hrueErG +f7TUiwdf2HljSXYeOHQo5CzLhwdx4ZoiO6Y8cPP1MCs7Px7wzQ5sR4WeWIsd +PSIRwANhkS6Njy5e+IxF7JnBQLKfHzpVDlNeeEGIblEdzAMRAeGywPPeOOol +5/uBUB6oLGMs5QMf3HEu8ZQ7lQf0viuCKv0+eGtYsrkMjQdVcXbadQm++JL6 +ka8jYTy4W8n2urzeDwtNZJ/AETwwAP6L3Tf9cBw+Y5oRyYN1py1O6jv547dJ +eV8ConnA5nuwtPq9P7Z0KcxW2cGDisst6iaxAbhMotTkdwwPVm0JTKybCcBi +7ys/Pd7FAyNU8lsuJRBzL9/MOrmbBxPztN5g0SA8uOvu1rA4HhSu8OkLPB6E +nQ0bPmrv5YH+hV6R5WLB+Ob848wFOg/GmSL9wceCsXTLU8N2Jg/ie0hvk+/J +w8de9OexeYC04uKLE0PwiP/rjBguua76bbvvVwj2levTN9nHA2Ou2sdaWii+ +93Xgg1AC6TeHzA8ObaFYqWoo7U0iD5IMFvnKG1BwFueHbslBHohZr32pd46C +f1tO9NGTeFC809977z8Kpiz/l2KdzAN5rWTfLl8qbumc1xZL5cFtL/GH9teo +eMt5gd7+NB7MBU+lhfETOCd8efL1DFKPjWs3XFIjMN/mVVsSMnmwEF/r9sad +wNGTkm9dski/bJhcv5hO4Bf1G5I2ZPPgqMqGWzJnCGycLK/5/Tiph+ejZ5Vu +E7jAVeXNnZM8GGwnUsW7CbxMSvNg6mkeeA+tPPBpjMDxH3Q1/HJI/YWsbT61 +jIbflWx9tekcD+6FlfbJydOw1W7zxIlcHnAaz5xMNqThciMbtYd5PLimtmm+ +wZGGxfmcurIv8uDHmoq9bUE0zHvivp96iQdnD/lll2+n4U/ZvipaheT5OT91 +Apg07BIY/HK2iAedVtMpLw/Q8C15Gu/ZZR44MIT5pdJpeOP3SKXcKzzwyvri +v+kYDSdX7+yIvsqDA2Nj6TMnaPgHN55jVE7m0+RIT+4pGvazZisKVvJga/T1 +N/zk+r5wQlv3NR40p5wN0T5Ow8rdSayiG2T+DoamKGfS8LG8dPn4avK8NMe6 +T4dp+E/EsWcWt3gw3LmlIIZHw1TN04yVt3mwxOehXv1uGn4ylSv7oZYHSoU7 +qt7QaFj7/qXWirtkvtyPzG/wpOGzKSV7eZjk467SUwbQML97xUanezx4dWyD +5aw6DW9fU92ytoEHnn9ehPlK0PDL/2rjhhpJPKQOdSXNENik9N6G2w95wF3r +sC+jn8CFex41HX5M+sHo9JGdjwi83Lh1t3czD6w6pvdqFhN4L3/HOoUnPNDe ++vvni0ME7m3tfjTeygPpv1ShYCqBbU6829XwjAfTleGzHcYErgjqX5PVxoPd +A0v89cUILKH45UFIBw9ONG19tO4lFe8fHo7ReMkD1/V7Q+5xqPjzzZ+S0508 ++NRRuokiQ8Wu+/40POkm8UEZdksbKPi2zdz2nNc8CAs3jn0cTMEyooslInvI +echMfVgwGYpTXgnd13/Hg+oSiany9FA8dmFF9OI+Mk/kDhuOrw/F/pESYp3v +eRAptVl7X2kIbtBaX3/pPx48uPtvCUU3BKv+kY3cPUDOs6RtbsV3gnF2g9Iq +80FyXnjsU6SgYPw3VaNO5DMPQr+li52vC8I0D52I3i+kXoSNpGMMg3DrWqMV +ZV95MPs3qerDtUCsM2B6h/2dzION/NcENwXi3KtWYfYjZF5sEgyfPB2AF8U7 +iEiN8kBdSCz7rkAA3mHidvvTGA9cbroFRe/xx12LfIibP3kgofnOVfytH0bP +ApcfmuBBVsmwX5u5Hy46Sb3lMUXy9VP7+dUCXywSso0i+4fMx08/t9Xz+2L6 +phih0b9kfstvNlpH9cF9I3uq66d54EERv9Z91xvb1jBDjszy4Gp1T+ZiMW9c +uX+fYNA8qT/jiYm6/1FwpfFUfl1UphIyJRQyy5Qh86Fjnud5du+lKNEfKcMd +nisqY0IkRGXIEEmGHKlIpaQUIUlSMlY0SJP3vB/X77nPc/bZe6219/5yw9yQ +sFXytV0sVJiQPO7Nj1wRfcspv9UNVJi+HJQkxuOKZl5msd9no8LQ8iOHF/1c +kFNZXkM+BxUKa2zYDp2dUVtYkU/IRirsCw1fzX3viHZqlLFqcVEhRabXnfWo +Azr5s6KehZsKszTPZiA2e/TlTq3XUx4qzBmcoC1l2SKftGssF7ZQodbzk/QH +W23QHdfW2kP8VDjjKOufcM4KKW3v9ACCVPjJ5rr7HjFLdObd3X9cW6lw5TX/ +FoVCc7RW++DKqDAVLrn/yUkWNEOU2Cdu1SJU6P9DyzgxwwQ9Ai/+xIlR4WKA +ah6NfS/SYh+rsthBheopN06xfzJExf1vXIQk8PeCrq0vvdBDbGff/5qSpML7 +vsHSZa3aKCJwvuKaFBX2P7ufRSvQREPyX5wYMlS48ZZj1ZuPqsjo0/efjnJU +uI8nqb/lggKqaP19SVyBCmXsP/E6uUkhXsYGxwVFKtycbjg3z7kVxVlvXL2p +RIUm5uDZi8K/HRN8vBdPqVBhrVphXvnKN0OrUUF7bzUqvKwdZuI0KQAaykW/ +y6tTYatZ2MZgQhJsOyBZ9k2DCuci7/JInpYHDE052x4tKozYfaLs8rgK+Lim +9PWMNhVOKK9ejhfUBM7d6qUkXSr8Q3PVEtfRBu3pOtbq+lQo4kgN8PTUA1Lu +YPmvARVKC8aY34oxBKd2mBb3A1wf8SSPpUxjsDxtZVlsjM97InvltqsJ8K13 ++HwAUuF46NPrnOOm4O4RtyJ9Uyp8rkSXEKOYA2VjH/ON5lSotzk18d6MBcjl +CFoatqBC8QrFyy/DrcCvJyGFFVZUKHF5b4fErDUIKThgGmtDhZNNoiA81BY8 +Djq8YGpHhX7FJuspE3Zgj2LcWX4HKnQ/LmRs7u4ASvBuMOlIhaPHDPJjeh0B +ezsxd9WZCh/HKGyZ3uMMDhEn8qiuVChaZpKr5ewChm0yje3dqfAD26PFUFZX +YCyQ+1HME9dD1dsjutkVVI4Vnpn1osI7k5UPTShuYMulUtDmQ4WqQTpnOre4 +g6MHL39I9aNCx6Nl+gPt7uCNVs1pjwAq9OVjvRBM8gDWvxsMZIMwP5oDPvlx +eILGnhvTy8FU+KLrT1VttScQyezIukOmYr8sP2dg7QUIjzt6p0OoULKtc35l +2gvMit+fCtxHhRbNQju7ad7A5cPjDNUwKiyd+iOWt9UH3Lw6qPM7HOfr8Xdx +tys+QProyGTfQSocqml9tKDvC9L2TqSdO4T5KH1EyfG+L1jhnN4TFkWF2wUS +Loa4+AG/p7MTOv9R4eGKMCGJET/QXfjpJHsMFaqNDPSE+fkDFdI3zRexVCgf +krtf65U/yNv1a/xiHBW28cxJH/IKAL+/rKf+d4wKX0m3nmJ/GgBCb3JowAQq +rOGuqF4wDwT9TO5XvElUqHKWxiXYEgh07ARSXlPx+1y368NlgkCpoMjuOjoV +HrhrzzuVEQQ4xsVHEwgq/HohRCZyOQhEXZZJtkmmQrYPKv7rbsHgZcQuVZEU +KqxodOlIvxYM9mrvfvkhlQoXnKeDNnCQQPWfPcSNk1R4sNyk+ao6CfD1Gigf +T6NC7+JNZRY+JHAsCw65ZlAhh2tt1R06Cbz1tKRLZVHhezPNIvHLJGAjab/r +czYV8pinZrj3ksC1GZfnt3Ko8PzxLSOkDyQg1uhFzcylwkHOfTtM2MiAeSxA +wT+fCps+xe5dkiSDOUh5plRAhb/9sqJC9cnAbVN44s9CKmw0j1W85EwGHc8i +5R4UUeG/3DqVy6FkIFMUO3C2mAqPXN12IvQYGWSQE+JDS/F9bs5nTp8kg69K +DJk9ZVRYdz9kQqKADPxXUvo3XKTCL/PfyQKXyOBeR/rRZ5cwHlb06KwjA9Xj +OVJlFVQosK1HV6KZDPLtCx5FVlEhakl4qdVOBn+FSo4YXaHC4csijn86yGDf +64uS3LW4/taGf+MRGTypqH44Vof5y9l9/spNMtCNvBpz5SoVsj4TUchoIYML +Os3ixxqp0OrdtzmpRjLg/Nd+37KJCh/cmaAdrCKDw/e7/tvajM9b+NkbXkwG +I9n3tk/foMLcPJ/P4tlkAL0f3WtqpUIfn2/xp+hkcGXnsyiinQqDyZoqVw+R +Af/ssKhzB66PTZl4lg8ZxF8b75bopMK9UW2NymZkMBU/dWjxFvaLYs6cU0pk +YGv6cRu6jf1c931TzRYyaOJaupN2lwr5SO+8zyyTwPbnKwd9eqgwSem8gPlz +Ekg+/3OrYi/O7xeJtu5rJDBP+df1/T4VnlZqCt+aRQLuKuwH7j2kwnsdLTlG +YSSAvnIJ5T3CuEr8LYQkINvJd4vcT4WxLi9dZYVJIDNFOExjAPtF70uv0cFg +8M1hh8D6UyokTS4uwbhgECAsjZ4M4njWAjembQ0GvRMK+0peUOHn5X8DtxuD +gFqVKl/EMBV6vg37+sUqCJyN0rppMIL7kZJxi9KrQPBPVz9k0xgVRid2vzp2 +IBDsXzfmHXlFhewyE/Vz3wLAwAPztsrXVLhfMWA1ixoA9HJsyUfeUGF+5F/O +IywBoMzHmdv8LdaLXGhFHeEPNkp7tgi8w/wznBS1/OsH/pvzC347jfuxpLma +61E/MNpE4mr8gP37x7OdUwu+wCRxfzPtIxXe9lKp4gzyBTVmhwId5rAe/QPm +X/T7AEHumI07FjC/T1ic8tf3AYkvjjXNLVLh0dCAtGvl3mC6mObf/okKy/i3 +Rc1weAP70OMcJ7/g/rrLWFIg3As0q6Y1eq78n7+OsxYPPIH492xfuW/YT+Z6 +kgtkPUHKrXy2r9+p0IAllH0HzQMspp6/eneVChXSeGY+vnAHnk7l3jlrVKgj +Ks8htMsd3NpWtSH4N9Yv6i+4nuAG5Cfr6tT+UiHB4aY48dAVZFc3ef75R4XO +arNFNcKu4MfhtvVHLDToudFXVp3kAoL0b9UUsdJg7N/x7M2uzuABS497ODsN +8ktq3Dw54QjU+x7+1eWkwTyvhHWO/Q6g8MxANccmGmTralZonbcDLH5DrkNc +NCj2cpjaF2ELwmVe/b7ETYOOdp+fRM9Zg2fzk5XRvDTYq5NIngqxAgbNH5xN ++GjwtOujNbtxC3AxaWFtiwANDkZLd085mwMui+XLE4I02H1g0G7srimI4Vl1 +rN9Kg9lv4lP3aZqAV0N/VhO30eA5+dyjccbGwKyU9ZKtKA3eDtLm27HVENTt +2+Qgup0G33jnNch/1AVCu7f8mNmBz6cvXltv3QOSfgiVt0jQ4N42j0WhFA3w +vkvMLmUnfv7vh0NxqTJwOLnzm5s0Db4G45ya6nLghrP8BWlZGsx3m59hJu0A +EqIqNl/kaNDt0i3L7F28IPWtxkqXAg2y10y36Fe9Mly6oluStYsGqQenHJYI +TuQVbWQVoEyD1/01W/OVRVGXgdkXZVUafC9wuVU6TQYpsNqcX1PD9fjh/vbj +r13o9CNHi4fqNPgjpbix54A6Ws11/1SgSYNxL/u2Rs1roWB/33P79tBgTUis +db2ELnooG2ymrUODQ8u3HTWcDJDGYugiqx4NVtpL+WYnGaFzNw4WDOrTYENK +/5JfJUQbaP+ZlBvSYKPLRerZfabogOXR+SgjGlw27Vy2/WGGBnmp+cZ7aTDt +Lf3R2RQLZPiSuZfHhAbNSoUsLPit0KULJ2dfmdKgYoLcglSRNdoclpVbY06D +fKlzl1YlbVGsep5RvCUNJt98W51/0Q6Nr56bsbKmweqhrIp7Ug7I/M6FHGFb +GjwR21frUeKI6k9VGL63o8GLpbf2Cm51Rltda99fd6DBCcdrDR/MXRBV7Fo2 +04kGnyreNK3+7YI+TLXou7jQ4PPhGG+dJlfkWIveSbrR4K2F2vZjoW6oJeZu +5pI7DdocL4/3EnZHkuCBbqcnDfqXyP+42eOOTrA9eZvuTYNN80pv0w97oE+P +n6f7+tJgmemM/nVRT+SdP6q9y58GUT6Xj9htT3Q74M2bHwE0+E5ycqGG4oUU +5d+f6g2iQW3WOU4nNm+UszSnlU+iQXEpSZEv5d7oZ8vn1xQKDXZeWVxMBD6I +RP9+QjMUn6/y9tbYcx/UZ/Vbg2U/DVouBCv+3I/3Jb4N4wNhWH81Kru7V/G+ +NMKZWnoA8/3bE1u5VD/EWs6jfigCn582ROHm80cHwwXHDCOx3grSn4ee9Ucv +NESPcx3G9R9uDpMUDUBgTUJt9D8aBL+/hSsUBqDLd2VHqmJokHdiV0GEYCDi +SVdixh2hwd3srxQn8L54xE1dxeIoDWbMKEwd/BuIXm/XGRaMp8Gq9eV19sgg +ZDltyJhKwPoMuGJVMhqErtaZKF1LosFAYa+/0ibBSPiI1Qs6jQbPzjFXTl4O +RnQjB5ojgwb/awgzJm0goRl2N0VxJg0aaYnvndxNQk5PvAfnk2nQpYWl1dCP +hNrOBibdTKHBUNN/lYeOk9DOoBD5Uydo8I70ae/DtSR0UuHAU69TWG+GfwKM +n5LQl09RCfLpWB9rXbmDyyTk03ZE9lsG5oeMl4SiIBndYSQ+6c6iwfAPDrEG +GmSkZEMcO3OaBinWqh7sDmR0hv+ENOkMDQpKRfQf30dGa6MZj3fn0eCHGH+d +G1Qyolw8E/c3nwb/pTXo5p4ho0cHCnf2F2D9iAjd215BRlpapX3nz9GgsKe/ +rP0NMir+dSn2wHn8vOrjvFQ3GbH1XJHQL6HBTQ7H14uekFFERsMDzgs0qOaX +c/bGSzIacr8RPVyG9TT7TfPwBBkZiXfsqLiI6zHyuebhFBlVvL/dG3OZBn9/ +vCh1Z5qMeK/2HjatpMH0C9ECnhjHxT0W46+mwcLRLsuTb8lowniw580VGkzo +bRnxGicjK86RyKu1NLjfR3LPvRdk1DDwWoRaT4M3xfYKP+sjo22F7+7aNdBg +nTFretItMmIEz0aIXaPB7Yd4Vh40kNFHxU/Cs000aCwwx9JWSkbOX77ebm3G +8ag5t9ulk1F7+9qB1BYa/NUAI1KPkJEUc13Io40GJShBtw4EkNEpW44umZtY +/+rul36ZktGyAHf4cgcNyn+O8gPyZOT7il/wTieud0MPTZ2TjO5e2taZ3UWD +Km+GP716T0LKEeL7A+/Q4BeBy5Omd0kod48Mv2o3Pp8Z/Cy8mIR+/Vbs+NVD +g6faFbM9Ykko5J5aaF8vDSatzWputiWhx5l7tpx7gP1RzVb2tDgJ7fE0aN/f +R4PrhzZrPB8PRiUSkKLzGPc31UZxo8RgxD5jwcP+BH9fTL8sfGswOtRg1/p8 +gAaL1ZNfh9YGoeGjLqSLz3C9auoy9hoFIWPotfm/5zQ4Xvp9ie1RIKrcGHBj +7xANep9kedvjHoi2PCMH8b6kQX2WiZ6ssQB09FzYptcjOJ6Nkyei/QPQG1Lk +9doxGmRw2pQyxvyRtVJsQMI4DY6OuLH2ufujxuV4TpsJ7E+kBK3gR35IpIN+ +bdskDa4lTKl7GPshIjnF78NbGjTUsmJ01PuiWbt09hvvaHAs5/7OSlFf5CKU +05D8ngbf7uTIUGT6oJvjZ31cZ2hQMmbmuueMN5KuKGaVmsX9KYO0bm7jjdIO +Xaz/NEeDD0NzrDZWe6EV7WqvWws0eC/m38gNVi/k97eeJXOJBpUdHaIo/p6o +u/d6rd9nGjwMs9QUmjyQSna7h9IyngdqPC9tY/dAeV5d/1ZXaNCAW6XLzsMd +/Za8d+X+NxrcELr7xdhFNxT6sc/t7A/sR9GvzowvuqL+xqd/Qn7i90sP8ITr +uCLt+OEqrV/Yb/6zry1MckGlJuMuG/7Q4KMzqy6cDGfEwTX16+lfPF8cE1c7 +yeqEIgdnKi6s0+CDkMLK90wH9LJo0SlyAx0+2viR2+2vHdpLWfkJ2OiQS2/W +gi3OFlUp/7y0mYMOh29L3lOds0Z8X/86jHHSYZGLVRKbnxU6hthWqzfRIXOB +f6zzgQWaPM518ehmOvzM6X87W8sc2Tjw2Vvy0OFf9s+0xvOm6NpW4e9CW+gw +r3n8oSeLCRKd2F72jo8OHdZZo6MfGCFmpZRtkwAdHvGMit+ZboDmIhW+MoTw +eeVlcvK2ushVV7XUSZgObyiypqyw70Ed/zStJUTokPIt3eVLkjqSeaC3vCBK +h+NTpN1Oc7tQxmnj4o7tdHhTcdfhKTcZ9NXb3DJNnA6jXCt1d8SKIH8p28/e +knRoO3KVZTyeHd2bdSpSkKJDI5WyrPnpj4aqTR7m36Xp8DBwrR/X4Qf5CX5L +PbJ0CB0iiqYjJcBfU1JhrjwdXsw6ytznKg/2bd5vSlakQ28DluWQORXw5HnE +groSHZ7rEJZnh5pAtzj67D9lOuQomWXVO6kNLoQcg09U6fDjc6eU0X49wKlK +myveTYf8z1cnj/IBcPhbct5BDTq02i5TXu60F4x0njI20KLDf4WVPiv3TABM +zf64UZsOh/iT9A+QzMAVx/wzL3Vw/FHT76hr5oB/23lQqUeHGkv6ud9PW4L4 +N2UfYg3o8DjXlsFiWWswVVV52gzQ4XRwZLL+DRtge7jOQMCYDneIJM/mm9qB +Jr2m6cm9dCg92Vqb+NgebGdpy2owocPrcilvml0dQfLDTj2aGb7fiQ3C3ENO +YD6ne8regg7PZhbXyyu5AHffhxnbreiQWyhSQmrGBSDpAZ05a/z7a/nzr8pd +gez8i8k2Wzr8RtGOMPJ1A5nXx9JO2NPhW45xUxU+d/AtcXKPpyMdjp60oWR3 +u4MA8w8Tss6YPzFZIo6xHqCXe+Hkigsdtj1b3uAs7QnUhr5o3nWjw3K9EnFq +vyc4W/Jj/LQHHUq5/L3TecQL/Av9kxrkRYe63wpq1sS8wX41Vg01HzqcCa74 +uqPTGwx83/jqty8dEn1+Crz+PkCvizflkT8dmj2102374QPKTgjtLgrEenD4 +lcJ+2hdsdBYbDQumw6CqwfeTsnhfEtmZrEumw7psthLtFrwvTcqpcoTg+Kt3 +hH8y8wcmV5RfvgjFfE6ZpK/1+4Oa/zSIS/txfUrTcs3cA4CAga5ydDgdtjzz +H28dDgAJG4yG4EE6bBKI4LPwCATv+kzpWw7R4dG7ywdHBwKBXa71rolIOrx/ +4Oo1imUQuO7n+LzuMK7nuo7a87YgsEPWnZoYTYeKG3zbtykEg+MLPgq2sXQo +8u5ki1ROMFhoDnomEof5XCUvO/U9GHhQQxNnjtJh+o3s+xUqJNBpcVCuJZ4O +O6JomxX8SECO97+B44l0OPD34c3IEySQNRwX70bF+tPUo8Xhffl7aZKMNJ0O +E3QT7PRGSSBwP7P/M4MOJdPjQq/+JYH7u08e7WLi+J7zUp5LkcHu1UyprON0 +uHplUPGiKRkU3M595J+K80m1XNhKIoP1k+eOKJ+kQ7sg1z1KVDIIc7kguXaK +Dnv9ncfGzpLBU9GKhw/S6bCf8nOT7FUy0J+qiSnIpEO2H2VwQzcZlNc0iu/L +pkNB0zSP6CEy2BTTcn9PDh2uDRT89997Mog2RP+x5tLhSsJVgT/LZDDGenf7 +YB6+n7cpt+BfMjB9fP9e2Vk6FNoxdeIaBwXU5vVHRRXSYWvTU7aX3BQgGPBc +1LiIDr82b/Jk8lFAotxoN3cx1p/bzbomfgqYXpw49KqEDm/zNGfsx8/tW6a3 +1VygQycX+rMy/H4zbe7OsXI6/HBlqj4Qf1/c6vNBq0t0uCsvorb8DxmkbPm+ +VbiCDiN0WGsP4PgWX/7qmq6kQ9fYoqmb02TgWcZy4Ho19jOvqOncF2RwK4xT +iFlDh9lWGoU/7pCBvAbPLec6OoxvlwEf68gg+6dAmORVOizmvBcSlk8GP+6I +CCw14N+/XvidkEgGQWkSCF2jwzdejRYyQWTwwFV2X/p17KelV5+HQDJQ367E +53sD86E7P9dMkgwK3+2+qdhKh15n9B90/yIBljrtkB9tdHhwyJBz7v//VxRr +yNt7kw5z3wgbdNSTwDNg0paH6LDyUXEJSCYBA3YrMuUWvr9vye0YTxK42G/P +rXmbDn/q8SbvUyABrrOuLet3MD9y+pS154NBTKB38EA3HW6+/fe32vFg8Eo+ +kKv0Hh2y/6VL3BcJBmafKM0R9+lQpXXD881XgkBda3ig4UM61Hn06cdm7SAg +xIjayPWIDv/L/832EgWCJOsjTSOPsd7vK22iwkDwni/Rv+oJ5sP7/yp4bwcA +h1EGR9xTOtzeN7y1xDAAtJSnNpoP0mFjzC85g+v+QOJAhq/gC8z/Zandq/L+ +IFXzDNvUEB0amK4Lz531A5/WCq42vqRDdYedDjKsfsCru8SbPor5Uvb6YetB +X9CVfmmD4ys6jFRhcKKnPkDR/Urdjtd0yIiPYbXQ9AGndzR4zk/QYVW6JQw7 +7Q1Wp5vX2yfpUK8go81w3guQ6m/WnJyiw737UyeHTL3AwyO33b2mcT+ai73s +UOAJNIx7/8p9wP3DtJxy86MHKOJ4XP11hg4lct8uaul6gA0Dz1y7ZzF+mZw0 +yHQHBwpe/s6Zp8Or2TUdVx+5gedBryuDF+lQVNO5/S2/GzBUfOe8+xPWX1b6 +zHEPV3Dp88e1P5+xv+fxizSddQHc7UuXHy9jvsn3fGGvcQaxxFfH81/p0Hk/ +j6y8jBMYt1lbDf+O8xN+IfFngQOwEFi/qLdKh3w7e71bNtqD+jF2B841OtzU ++rA194gt2Hpp84+hXzj/Zt3yDyesAe0gf/nlP3SodaX4dpa5Ffigtc0u5h8d +KoT9khOvsgCOv3d8M2FhwHORX2LrOcxBa4/0BT5WBmz9EAvjKaZAMlPR5g0b +A+b67xGITYDghIfaSj0HAx6iCh3zVDICn8X3lCRtZMC+S+vGvMP6wPuDvpUd +FwM+rZYs46fpgNtX934R5WZAH97aqJfSWmDXUYvzH3kYsDm9RKT+pBrI2Wtn +0bqFAQUXNl3a8kAB/OR0+ZTCz4D8h7es32OVAuSnnufcBRlwE8uz98QxQdBX +6G8ms5UBS0O0HAsKvxpqksiLX4QZcOrxrZX7fhvQ+V1hBbdFGNCo+9euOJNt +iHX5kEm2GAMuM7k5W2al0cGbMfMBOxiw8KWQ8+7GXegFMz5fRYIBCyK23muO +UUfAjr73lyQDDnM/PqYktgddFkyZfSjFgKmrXycyj+oinvG03EIZBvR8KmbD +PWiAjlw+bbRfjgG5xKr1VXcZo9cRZ2e0FRhwhk2pDxmbIEvt4hy2XQzYvXV0 +yPCDKbr6p9zwuRIDjh+g13qnmyPh3qr35SoM2K7c9PulqiWiZ9VnH1ZjQO/P +bIO0fis043ldf686A64KqWQKHLBBTpLt73g08X15z3/xZrVDbTO3Mse1GPBw +Yq+KyDl7tLOxR7dWmwFNFsiTwsqO6OSxvrfxugyofSRHcUe7E/oCn6Zb6+P6 +VU25rkq5IJ9Nw9rbDBnwn4+VUf20C7rz7NWb94AB8zZ13+CvcEVKRW9PNRsz +YJOecjgXxQ2dIc9oJUMGvHyzxyNJwh2tKS2+djFlwDOmWwfsX7ojysryiZ3m +DBhw1oggZXqgRx2rGp8sGNB+c2VcGfREWsf/vuq0YkCg/Ujk82dPVGzPlpph +w4BvI1e0dEu9ENtWLnU/OwbcQrHYEGDtjSJebxnb5fD/+5bK23zyRkMVW4+v +OjLgENx7/d0ZH2QUuV3tvjOu78ZWla1avqhCR2ok35UBtxW2ZfYO+CLef/LM +EHcGtIrcbPs2zA/F3VdR0fLE9Yx2d3H664cmsjWHWbxx/gIsBX9l+yMrbz3G +Ux8GvLAv/sSAeABq2GmsdMGPAUcUYhTbqgLQtlmzF4cCcL2uhq2VqQYixjUb +GghiQJuotcy4hkD0Md5JcTOJAUd37N0grxqEnE09BkfJDPjLzWRjSWUQaufy +S6oOYUCBTPK7h9uDkdTzYPmj+zCuq/vvfEYwOnV+31OLMAZkHYlWZfkZjJYp +EQlCBxjQK+D31u/qJOSrEi377iCuZxh/dgWZhO5+Pfrk2iF8X8Z5lY1n8H7b +ST3GiGLAokb6nHAX3m9TkqWd/sP8vGy67dEs3m8dTj0Wj2HAaIc+VwkBMgoR +zo5biGVAHQ6Hs1x6ZPR4Im9nRxwDzjYd3J3mR0Z7qor6Th1jwHp9zrsFSWRU +ElUW653AgPmdUTZq58mIXa9SQiEJ57NZWdSmlYwOrdc++EbF51e8e/3uKRkN +P7gW3UPHetvwq2RthoyMc1p35BL4eQZ766nfZFTp09lLSmbADdV7PmbyUtAW +6e7D6ikM2FBqasMmQUFH5x6I/UtlQOev/Q5zShQ02fSkp/8kA05u5+010qYg +68QXkcVpDOh2b/+b34CCGs3GRA5mYL0EW8nKm1KQKPfkXf0sBlx6I5vUZk5B +xIv3ERtPM2D1rfPK1zGeLZ4XfpmDz6/IHtmKf+8a+uV2RS4DrvXapU7i791U +/XEgNp8BJaON8wXxedLffwuZFTDgHoWVngYcT/qtDV385xiwZfKfZos4Ba2k +bgyfLML1t0nwU8T38XPiFWwoxvndA0U24vv2bBPqpJYyoMvjaxe8cD5UJkX3 +25cx4Kvc6pOiOF951ZL82y9iPmb5PXBuIaM/h+U6Zi8xoBpHRcP6OTIK1VcO +batgwMGi+XmVRDLqZ9HYcqIK64nt9YlRHzLS6dNp97iC/dezfJZLh4xKzwCK +bC32q39Dg/e2kBGHnynPSh0D8sayB22ZIaEoGevWO1cZ8IhJFetiBwm9nHcg +nW5kwMdfbuaGZJHQ3ma3zUFNDMhNltFLCiSh6iSfG6rN2K83+EcbqJAQn0VQ +0O8bDBjO7b3HbikYHeMJ3fSolQEje1o60xnB6O3Qgevn2jH/fv46Yc4bjGxK +DweEdTCgmdZ/5ikFQejavjhO3U7cDxS7LAJ3BCGx3UnX2LsYsOogV8ZkcSBi +/iD8XtxmwPWchVZx0UA013WC/dJdfN6eak7FnADkdjKz4b8eBnwx+81DgD0A +dTjn+sBefL+MW2KfY/2RjOg51i0PGLBzbYQyNOmHMt6W1r9+yICudj4vh639 +0Ncrl73qHuHntpa1m+p9kX90DUtiPwOyKFypSObxRfcMGmttBnD/YTZJ+B3w +QaqsLR4iz7B+Uo9/q+z2RvmPOv59GMT1BmHZNFFv9Df3zpUbLxgwzeTA0M+D +Xmif/32348MMuC97VV2jwxM9ke3/4zqC/YimedKI0xPpLg5WSY1h/eSu6Os5 +e6ALN0ZcPr9iwImXR8QMz7ojTtrEr1uvGXDH96HY4FE3dNhyuiLzDQP6Pv22 +flfUDY3wzjn5v2VAyw+HJqlergi+/PRT6R3u12o7iuvOuKArF75d+jnNgDS1 +RfOhfGfEH/bL4cEHHN+bKWrNBicUr86yevYj7k8rbxX4DzqgqVWOi6Fz2F8H +ftuaDdgh2zvc9nsWcD9lUT2ZuNsWNZ0S+L5hiQGFXispf0u3RttdRcqefcL6 +HPLiXpi2RMliErZlXxgwLsgss9jAAs1PyXyNXGFAplhbkVmmGXKv3VVq9I0B +K7/QL0q8NkEoZrc19w8G3N/p9G/IbS+SBdrLY6sMGBK+9dvArCHKZDMsvrKG +6/FZI6EqUQ99ewwtj/3GfB1/mDe2SRsF5Ft+tvyL673Je2kmTwP1BtgXbV1n +wBsyIQnF+sqoMPfKxWgWAtalpu7bYSmLHh+t++GzgYAOkYZXiktE0bpfg70J +KwFHo/oaBjw40B7YVK7IRsCz4ZeDt7vPG4bJ3vi+hZ2A7/bGnrsDBUDxxja7 +HxhvNj8RWr9nJ3i2cLNsgoOAlXc+KgnkKgD2Z53f7nES8DPpOt9pPN/o37ht +W7+RgEPODj+rjLTAoXPdF/I2EZBGfSOq0KwDyqm9XxO5CBiSoOt7T8EADJEe +2lA2E/C7+NixDYVGgMvycaktNwGZnQuPGzaYAGOlgRUNHgJuG791pb7FFETz +DlqL8hJQ7XLhlGGYOahcflGyjvFCcKH79m2WYGz45fLMFgJmGD3U5Om2Arwd +Y1YDfDgepesCzw/aALMLr4tb+AmYvND+WY3fDhxNnvxSIkDA+PMehu+a7EHt +/neWKYIE3PnKbbzJ2RG8sftwPkKIgIcHe0xIc05AUH32s9tWAu4TbL/uA12A +ldCChaEwAV9fCVu6sdEVJK0uFUlvI6DgylJY9RNX0Dj+5dMmEQJShJ7wCp1x +A9O3v5p/wfi/nC6ZcVd3IFLx49yIKAE/7f9lMc3nAexPrS11iRHwbgs5ju+x +B2Ac+mNWtZ2AFiFVYhbHPcENl/XCrB0EdA89sL5P3wvMarMuHREnYJqpDdkP +z/viYhxmARIE3NQ8vMBZ5A1c/m4sNJfE9f/Q3+Vq4QNSpjYvKu/E39vmGiu9 +6APae3lNBaUIKCZzdWdgji9YquEvWMOY7Vm676KGH5DOFlp4K43rFcsB2p74 +Ac+YbSYPZfD33Y/vq9rvD9K8xM42yhLwC6cZ++Xf/uCWofh8gRwB0fH2oYLM +ALAsuRPS5Qn4L1dZ/pBYIFBgk8nfp0DA697VY7yXAoHfR7k5B0UCcnzwjAxT +CALZjxX3au8ioPeYys/QqiDQ3aict0MJf99SReOrdDD4kac2y6pMwJ/KXZHr +54KBcryG8TzGTxa2jSAOEggO2JM7qEJAvWVR+0ojEsgz0f3Yrorjsczq2BNN +Ag/kDIzK1QhYcURSJvgyCfzeZHTm5G4COsdIju58QQLqS3tnotQJaLRSmhHF +QgYhg6bAS4OA+fdcLS1UyOBci0WOsSY+jyl44Lw7GfQXWX+Q08L5smNvO5hA +Bix0O0OePQRUNnjv0FhCBtoUx9NfMZ7tOVRFuUUG4VYu719p4/NX3S8wxsmg +RNndoFuHgDm1wYc3rJLB4Bav7BpdAgI59ZZpPgrg+OoznaNHQMmAvZEyChRg +MOKvH69PQP+Y699vGlBAJArKCjYgoNJJLoFqOwq4WEZ+Z2VIwK5y7pkZHwoY +Ph6qtxsQMEqm7t/RUArYHB6WKWxEwMeGszaekRSw1+Hg1B+MF+/LixKxFBCj +Ean73piAtoa+cj+OUkDV1v8yHu8loNbxgIzWYxTw6mfM2+sQ55fl7bM7cRSw +ZSJO57wJAdVvuL3ZGk0B5nfj05mmBNyVJ8zWfIACjlUmTYabETB2847vxcEU +UJdG13YxJ+AVb8Onz9woYDKSmaZnQcCalRcC7uYUIOSW8kbSEtd/PrRKTpMC +rHVP7uG0ImBnecgra3EKoG5PP7WEsa/UBOk2OwVc+5c5MWRNwG/tv12z58ng +/bvTWp02BLxkGKvc/oQMRB/knrxsS8ALSl2PTRrIwKHu7Ot0OwJ+tHqcpJpJ +BszT5zRj7An4e1h+mhFGBi2xxSd8HQgIx1m2mJiQwZz3hXETRwI+Mj5yMGYb +GUgYXdTY5UTAnlDLh+LzJOAqVZHK50xA80YVb0tEAqns1a9+YLxVubRqJY0E +OmZr1N+4ELA7MKNaxYsEPvXXp/S6ElDq093q1Z0kINPUOFbvRsA7+kRF50Aw +8Dp7fXe+O+aXgVDgU59gkJ7QcjzJg4A2fZVA/00Q6ApsH6V4EvDo5562TcFB +4KspUrPzIqBJ9bV/buOBQFGhK1nTm4DvL9FmldwDgf/muyOiPgT8miD4s/x+ +ADj9qUeVxRfzbY0W2K8TAHqe32d+xLh14tjSnXJ/sNra93LAj4APLo1L5W/0 +B6rF/Sqt/gR0+3yCP+CgHyAxnhKlATi+c5/i1Pt8QX7I8+GUQAKKJvBXyMv5 +gofWw8qHgnA+9ddSvJJ8wB+VUYZ7MAFZmysLXg14Aw3+8SFDEgFfAYePjyS9 +wb5vE0oyZAJakbsFTCO8QNHoWzoXBde7dNbA+4YneNI5/eILxuCYI9euXx5g +w8WZXaMhuP62J+oGjDyATuoc7XYoAe142vr2U93BgQOLz6v2EbBx5uEJnptu +4ILjZ8Xs/QRMPGKU9HrFFTzXXKHGheHzRS42flVyBZzbvg8GhGN9vb5ffDjI +BRj+WlWwOEDAW03Vpq+lnEHUm19JKgexf9Rf3LSDcASXuv8+E4wgoN966cjo +K3swUsWi8AvjSIrHdXdNO8CdwZY0dQj3E00X20fHbQA8zPnsYSR+PzX/a9Jz +KxDrziV/LYqA8h9tK69IWIJqPZ7EwsMEfP7l6PucfeZgfAffU/p/BOS+Z343 +rtYU8LMIyu2PJqC18UCh5hgEFu+3JjjG4Pq9pwnH+xiB+IciA9qxBAyiT02a +v9AH9fXbZcWPELAs8Uz5djsd8DZHIp4tjoA3ksdbk29pgq1xUk/mMf7UPQk4 +A1SBra+szPOjuP6Cpa1W+vKAZqxw7OYx3M935lRclRYHTdJK/eXxBNzORhWV +KOYGHzhUpU8l4PzdeXu9Suduh9j87qOHEwnoc2FJ5V4PL3Ic0HzslUTAE/us +Vhf0JVDydW2pvVQCrv9rM3a/L49aC/Ti5GkEbClKqjm6pIrmEw0f8dAJyLAO +kA/bpIUkg413fsO4v2KXRUWhDnIzNzkyziBg6T02hXlZA3RC0byvm8D9cUIm +/1q9EULcVpK1TAI+PL/wrk3UBH3+bBN7Jhn39zd9es9GTZHskP3D+OMEHP/0 +dTGwwBx5tztJkFJwP7JQ+S3haokySlxjrFMx/0x/tD/ZZI1uEx4Pdp8goHiO +zQflWzboW6i3+LaTmF/yv699jbRDu2z9ov9irHN0a9/MdgcUoBZ4//0pAk6F +epJ7ehxRjgBpR38aAVVvPDSyDXdG975T/mtOx35kax4gnuKCfo7t6z2fgfv/ +D7GIGldXpNYVvj05k4BzZNmL9eJuiHwp4vCBLAJG5KSqb/zghs6eiLrnko2/ +R99Ve77WHfUdjBbTP435xj+40TbSA/11OhK1MwfPH6x/rnxT9USae471cJ4h +4MQSdwAx54n2iySKfsJYVq6Q/PSSFzr/mxo5nIv9iUsputfHGw1MMro78whY +OHT/lhW3D2K9lyxSkY/7S2HVml6HD9K9knoo4yyuZ/g7P/o+X3Qw89TdmALs +753NZes8fqjsv4xtfoXYry98FLh0zQ+98MiOMD2H9VaUkeHg4o82Gpy5s6sI +++NJRuLMgj8CEvnC/OcJ2HTR8b338QB0eEPhwVWMX/j9C0/bFogufyi6/aaY +gLuH+BxCKwPRaF/J1vslBKySZo1+rh6EeBrKDlwtJWBo6BZyV0sQMsm91JV/ +AccX+cJZSC8YHTlaKUQtI+A9wVzJW83B6IrflfCQcgJepDuoDwmT0Ou9dbfs +LhLw6TGKMtmZhARkGwS1LuH+HipLp54gIcuNTWFil/F8WdqRIoFIKGGhuZOl +goB/jNl/gCUSuvq0VWAWY+m+1rmn4mQ01Xxz/9NK3E/V/EcHbclo27lO1FpF +QF5OxRLDI2RkR73Nf6Ea+/dQXAxbCRnRSd37Uq8QsFre4o/8XTK6btHbcaiG +gDNZaaYl02Q0s+shn0ctAWunYCOJjYK28z4OBXUEZNfi2B4lRUHOy09uytQT +cLW+rOu2IQUdH362ZfNVXM//npm5ulFQ280XIcsY/9Fab5EMo6CF0pftow14 +/j7hniuXQEE7k8d47zTifliR0Bl8ioLc97+mVF8j4M3IoNQn+RR0ym6yLbsJ +z0OF8TURFyioc/c7nqPXCchnUuqmX0lBXwQ/kAOb8byYMbpNq4aC5FY/tlrc +wPvCZ4tf3rUU5DM+z63aQsDwWHJUzRUKyry9RBJqxfnVindTqKCgu5e/tPzC +eLROcmWghIK+n/y6+V0bAd+EVnNV5FKQ0qEfwX3t2L9dk7urUiko0GXtxrWb +BGwor20ejaOgM9p/uM51EDBdKv4dCKGgXtH1IAbCfI89dve5IwX9+rPhxv5O +7Kc26RrlOhS0e4qdy+kW5uPJBmr1dgqi9G4M0uki4H5X3eDFP2RUULO5Wfw2 +AQ99Lfkb85qMHmXxbmK/Q8COosI5eJOM/kXzBy5gbJF9Y6dPHhnt8RK6/vwu +Ae+nnee8e5CMwgy3bezoxvOLsih2cTIqlhQLuNhDQJbOe7klAmT0lFW86dQ9 +Ajb/uiooPkVCbB8lOf/rxfmPsV3laCAhvcfS/t738X1LnjeQ40noUKPctb0P +CLj0fm2LngkJlecpcig8JODJlTHnbA4SGjqm7Mfbh+dlmUSxtznBaFOAWuM3 +jF/PVKU8EghGRiYa7K8fEdD1zp3iT1lB6D+5Pb49jwkokiM1EswRhCo36TbU +9mN/3FYYoRUfiMYW9dlyn+D59fRpq6SZAMQ7CHwSBnD9isM2u7gEINOWvVdJ +T/G8EX+e50GLP4orMmW1eYb971Siy+o2f1RDs/BWH8R+6q6f+jPWD70hW9dv +e479OILCNt3viwSt7Db8w3gfpf7hU2lfZKXs6PXhBdanyK3Y0RgflLjFpa5/ +CM+X8T+hyB1v1LDixnJjmICXQxpZq7m80buXnp7FL/F8uVFF8bKzFxJBPrXJ +IwScdNeqVcz1RPZl/usHRvF8Of9a2HXQAzGOB3m4juF+9Z2FbsTrgZrDyDX6 +rwhoyaGRtNHKHX20D/23c5yA0VkBCs+S3NAOjTD3ja8JWDz3UKilwRW5bD14 +5RPGwWfpzsNvXFDKz0N/hyewv9H7fFx4XFD768Nut97gfZSFxzAzygkt3omp +rpgkoMvLKzNXbzsgqcq4PxlvsT6dRXZb89gjj7R419gprMetURbnPWxRWmRS +ld87nN8AfaH5c9boliv9t+k03hc0qtUTxyzRsg7TRek99v9goWfZ2yyQ/PaU +Sv4PuD9osvcccjFDvv9O/FrFePGtNcn3pAnKepfmPDmD981BVQ6dY8ao+35m +xf2PeD5nz/ux+MoA/ag9vXZ1Fs9rSrV84Ya6SPl0rtPZOQLa72Q5rV2ghYJi +z16mzhPw1FPtnu4JNZTrfe5nyAL2x181on/SFNB9UOxov4j7r8khx4Ohkuj3 +zguXtJYISP3TogGC+JA6+8VVsU84vyThlYpHAx0hs5cdNnzG/k0VmPQ8yQ0K ++6suzmIsF179pZQqDh5fq/nx9AtWyj/9iJ1F8mA9v96+bRnzvw94yS2rAu2E +xvILK5hvcR4dpTJaIDzw+vfUrwQktq9HSz/SASWmLXaR3/D8XfytKjPKADyT +by/z+I73676uzc58xoB9M/oGfuB+oqNKXvQ0AfqfbtnKruL4Y58ZP5E2A5HP +71zY/JOA+nNTPawL5uBia8/XZYyJ9x6rlk2WYPj8fZuxNQJyHaKZuhyxBlyM +vtI7v7CftIXTxvfYAuOQ/pXq31h/b/5uuPTZDkRbP7U+/QfzQ/HV1aBqB1Cl +8rzk6F8CDug5Lvf7OYFXfMPLgf9wfU2Zh4bYXcCWbyNWluvY7//wZI2MuQCz +0VfFqixMqC12NMup3hUc7Zz4IrSBCcX2OzBEqW6grvyt5W+M32o5jWy1dQeT +KdPn37Ey4XTeeIyskAcQOjDzuY+NCb/ndJbKvfIA1o5zFk3sTHgXEsJrpZ4g +SXOx6BwHEy49qeVLDvICjcKfPzE4mfDZO6e9F3d4g/dry+ZhG5lwoOLpkP6w +NxB98+2c0yYm9Bh2zFTJ8AEO3atLOlxMWLM0XRNg7AuIql9mEpuZcDdP6Xrj +gi+4kf63kJ2bCd/1O/3gKvADs1EsSwsYu2gOZzkb+QMJdzazFzxM6GnqHLL/ +jT9w1eMs7OBlQr3klWZtagBI3cG1eHELE3Y1f6FcFA4EN9e5TdP48H2qk//k +1QaCpektBf/xM+HXSemb3wyDgPRDgQVvARzPa8rx//9/gVf9VhMoiPPXHPCr +whHvSzkiZxWEmPC89WDcw6fBoOvI9nnerUyolMpgZyqQwIqPBPyOcRR3dM8F +CgkoGEvlvxZmwtPF37r3lJCAn7TsXM82JpS6PHBN9wUJnOZQ2FsnwoRq/1mW +XdhIBj1zu/JyRZnwdWXaxhADMlh9ojKbIMaEdQK5fUnhZKByfbcxeTsTDjex +7Z7KJ4PgAs1cmx1MWGjyYDajiwzyErU/qovj+3d7i8Z9IIOHQXpGIhJM2LJv +wrqAiwL+mBme+Yexhtnx/+aUKUBD0XjmgyQTGpyJXwu3pYBQbhPwZCcT6vMn +dfDto4Bzn81ybkjhel2K/jNKo4D+F5YfiqWZMOdjQsKdPArY0G5jeFyGCQ2V +WwK7qyhAp8T+9EFZJtT0abYZb6WAA4TTe1c5JtycWeG46R4FlIa6GhjIM+H8 +dvJXqwEKGLTxyJZSYMKzB+/qnh2mAA417+mNiky4wK6RtjxGAYYCfvqfMWaR +sh/0G6eAqO8BWS93MSF8eeHQM/z80ljwu1tKTDhV91bNDb//8hZFr1KZCdMz +q4PePqGAzZf2ZWaq4HxOve9K6qGAvSfCp2JVMR+jXFPkcXyxByN0/dWY0Ltr +xX+ykgKqnaIyzHYz4a0Fk/C6XAoY14p+q6TOhI/Ef5tmUimAT+SIjoAGE/aj +/T9SQijA/PfR9J8Yn7lB5iqypoBjkwmTk5pM2BMuH9e/iwLqe6jaD7QwXz5F +VMpupIC31Yy0hj1MaK2llHT5HRlszUx+c1abCcO1l21dERnY/Je6h6aD4yvK +GNE6QwZUj1OnQnWZcN+JxwFOoWRwTT9jwl6PCROupiXXapPBB/FsrT36OL/N +ihQnVjIQ23Dm5HYDzL8Fv+OmT0jA8UPe6w2GTMiRqTaecZYEmH0FmnMYH6EY +9Ov4k0DL1aITzwATSl5JlrORJIG5MyXjbUZM+Lnrtv65W8FA8miZRpkxEx5I +zq4pMAgGbn6XUk/sxXxtKagvuxYETuytfBUJsT7ML0s+lAkCHTJX1D1NmPB2 +bVulfE4g+MRZl2Jkiv1gb2jDwM8AILNwdUzWjAkdlYLDXgUEAO+n13Zzm2O9 +CUt2kTr9QUZz8/EVjFO0iv0TRfzB7cLW0TELJrRPyiw3ifIDX5Nuqt21ZMIt +Pq8vPrnjCxRJnclXrJjwR9tlOSM+X+BvcXvktDUTztIKzlf7+oCcXd2qx2ww +HwYXxVXLvcE9nl5mkC0T+tp0hc+88wI/vzx4aWmH+UqcGfsq7QVUhx+pqNkz +4cH2+X0xgZ6AdPMJsdUBn3/zWDFx1gPklz4b/o3xwHazc8aP3EEf84XytCMT +psbnc/X9dgN/971kPHJiwqI92TLmym5A025sqMmZCbe9Uzrf7+kK9u1+rVTk +woQSb2wqT9BdQJHgJJ1wZcLFFLtpeVtn8OTH1IswNya8kW5jppjjCFjH3+9y +dmfCUG+PNK/n9kD39keargcT1o8m1a7x2YGDl+efS3gyod895WBvWxtw4eSS +IocX9mPnQok2uhV4HvGFuohxw0uCh3zNAmx0+Tr4wpsJbZudfpe+MQNA+4cC +8mHC1fkstzYuU3BYdC3pki8Tut4jCX0K2Qsu//n9LM0P1z83Wt+50RCMvP0n +H+2P+dTw65fiD13A3bshyScA889213Y+gz3ApIb9GQxkQlbXVQ395d3gSNZG +ecUgnL96K+OBg4rgSvTmxC3BTOjDyXNO9s5O8NqT9+l3jC2sk04crOAH/Ib8 +chMkJnw+6HM5wXHU0EJSKOEemQmt1i/s99fnRgms2wbqKPi+57/tNu4UR1dn +RGXzQpjwZGKR3LFFeTT1aEd8YigTrjvwgcVjaki4UfIJeR8TXhnyn65gaCHb +PGkZ2/1M2PRGcnODiS6iHZM7phGGz8vIY43/Z4Cu+yv2i4Rjv3DYfelAuzGa +gcrS6xjb8L0R/95qgrbLqR2dOYD916zopcZpM+S0SePxk4NMeOhPpVVJqAVK +XtSSaolgQtHhoW2Lulao9ZlOXMkhnL+fKqRhDhu0cEP/0fFIJoyR12rlHbRF +O4vAzogorL8X41r25+yRO23vEbfDTCg8rZFs4e+ITpJN+wz+Y8IC26ZP18Sc +EbK0kJSOZsLgpWrdigMu6LOSdeymGOxfjepDU+auSG6L3cPPGLucGeSI2uGG +fFYcJEZisb+yss/Kf3FDmS+dY7qOMCH11gLrx7vu6E6H24PKOCZ804ZcTud4 +oG8XPMWzjmJ9UlTM//p7ol3HfaKPHMP6+EN9yCfnhQLD/O/7x+P7aEe6Vs16 +oTP2QTvME7Bf+9x4WV7jjXrVyf8pJzJh39Nzryf3+6A1odBegSQmHGkMTrSQ +8kVqP/dvX8P4gkxA0LVhX0R+feDwWyoTKguHveA46YcK7hy694CG/fBJe6+i +tj96VHFYrJHOhMdHH99fe+2P/p2KiSpgMGEcmBUkMQOQVmRcD43A339nVgCl +A9F+13jRfUzM323fv9A6A9F5naRIh2QmNB97mrTBPQg9FaN37znOhBsK79o3 +vQ9CbP8IkR0puD9K1+jGRQcjvXfHD7Gm4vtOBo7orAWjiPsn7s5h/HZy3eaT +MQmV1aZtGzyB/Ziypb+GSkIvsjMj2k9iPxH6/r27nYQ2xZ6+U3aKCefkDZrU +V0jIyDtX+GQa9v/Ghx4zu8joP3D2YFQ6EwaxiVROBJBRxc5ztz0zML/29Q7z +ZJPRKFvxVuNMJqRQptIjOsmIZ7b0gFwWE0b8ev9q+SMZmfaXd3Fn4+/92eVy +jp+C4q5dFvqKcYlYz5y3LgXV5FeFvzqN9W/XIa7sS0ET8TW37uYw4X/ec8Ob +8H4uEFgvWHOGCYn5vIRPZynI0rQxLCeXCXnuD8wMN1JQovz1zmN5eJ7KVDrW +cZ+CGrhaBILzMf8uqa8XvqKgd0tt+63O4n4sffbpwQUK2va8A6kVYP0WdbWo +r1GQXestfuFCJpS32Pl3mi0E0c/f2fcH471I+L9U7hDUTO/pmD7HhC9XfngJ +8oegj5T7fI+LmPDFwFR8mkAI2mHdF3r9PBPSbo6Lz/OFIGeV/ptFxUyY9iSd +Sxu/f5zv6RZmCZ5H7sMTYfj7bV8HQ8JL8bzzw9Qv9ScFLY4MtTtfYMInf0B/ +9jwFSXWO8OqVMaEXeH8pdYyCPMpfUSTLsV8ncskf6qWgUykTbRwX8Tz7L13M +soGCOsPf8ixhXDfSeF8on4K+OEyThy4xoeVa1vL4UQqS15xpRZeZ0L/SeeKi +FwX5Cs9xX65gwg8C+fYH91BQ1toCKb2SCWeck5MMeSno7sSnlugqJjxV9GWX +6Hsy+n53ebNvNfbzktgMrnYyUqr6FmxyBfuJUpyncBoZBaWv3lCswfXUrWk2 +8yaj3KhfXHy1TDjUa+BQJENG993+Bv3AeJODrrH0Agn90mW5MVGH+/mJf9un +r5HQ7h1sXL31TLhff+rzx1gSoqxzBNVfxfPA42RDA20SKpze1JzXwISCWosj +d6eD0eMH3JuSGrF+nwwOPPcNRut1WwIp1zBfFHn+djwKQntyBK7bNuF+eEnu +Q45uEAo7snWj5nWcH1XSu4jSQFTiIxIg2oxxWaZc6HoAema0vWkd4z2KvXW5 +AQGIXVqC8+MN7NeJhLUA3u/1OaT8B1owP9J2nvm1yR8dmpO51tLKhH9PZ80d +8PFD5U/kOUrbmDDPNTU66bIvGm7a5ZfSzoRO6mWcDvM+iKtApTHiJp7H9CTh +mqoPMk7cze7egc/z895/McIbRQdp+hoi7E/5xLGQKi9UaabdIN3JhMXFHGLB +E55oTEGPjesWnl8mTc7e4PdEW7gNfb5gvHpEZyTFxAOZfTa6OtLFhL9ihvct +H3JHR19A1tu3mTCwwidIvMAN1baZeVfdwf1jJf7wrk5X9KbYsj7rLq53Sv2g +/qQLEiRsNsR1M+FPMHri3T9nZB1q7xXQg/utUB7nooETSrJxqjO/x4SxBsb5 +I4cdUKOqK4tKLxNWLvilfy63Q9P8Hp6C93F8EdZSjCc2SOS7V+0axo9i//o9 +/26F7Md8198+wPPDdDCn7nZLRNwK8Hj4EO8vP0qrVw3N0Y2LwTWNfUyo3pYc +uc/HFM2mUv4VPML3kyE5lHzYi/5H0XnHc/X9cVzIaMhMZWXLDkUOjr333j5L +KGV8CaXh3vsJkVKKhhEZJRWJONp7SCQ7ioqQysiI/M7vz+fj3s/nc857vl4e +PR5J7gr1OPQ6BV49sZvBKQaQq3N4RegbrA9cfn+7CPURpbN7ybE5BTKLVPPW +7NRFDev3uuu9xfuhb5/QNyEt9GMhulyiBfun+76rv7opI9mB/xY536XAdWLc +c/WbZJDX431uo5hNzV462Kxfh9LLk8paW/H3xTjxn3l2xPBuRvLfO214frH7 +ufIM14HJqMOuRe9TYN4R3XburTJAyZMoTW1PgXsWXT4cpCkDfwP2wt4PeL7b +HNJ2UdQCWZJpLt4dOJ7mcS0dsbrgEUfGZeNO3M+5Yz4qrvrgz5fj8wpduD+E +TjvObQFA7eVJ5zXd+PwOOrolyyYgpOp0yRRm6WLtNRbhZuB09tm5np4UOG+9 +23PZyQI8jz/n9Kg3BdZk8F25rW0F/vpdLL7SlwLt++cqxQRtgJZJ4ezJjymw +RIeZ1DJmC1hyxY6J/XieNvDXnn5sD/J4Si+FDGB/FH41WyTXEbwZLf9j/QnP +t66zoxw7nQFHy1UHzc9YPw4IyPNucAV6t6qKxAax3ki0+C9hwRWE596cWcRc +GBm6W63HDeQfuGX/ZQi/r4AOLNW5g9aQusLXX1Lg8G099ouTHmClZcN0zVes +10svfwoL8wQ7VJrszn9Lgcpq21n1hl5gz5r7BSnDeL9mf4w4vcobXPr1cCp8 +BNer41J7V4c36Gh/Yuv6He9TXY2NoYU+YFXD83z9Uez/tRbhepYvMMl/NSk9 +huvpudjEKwU/EJvSbMMzngIv91+IYHz2A2Wh7y7+wFwv+q6w6Zw/6LF7/7v9 +Rwp89k5XtdEpAKzT7LBumsD7sTPJ02gpAFgId18o+YnnoesJWcWKQJDwp/fX +sV8p8HD/kKuPcxCo7Om3iv2dAsMErzPrfgaBgXufz/tN4nmllnlJKTMYiJR8 ++Wk6hfuxK1zquHwIsE0dtlSZxvE/29XYcjsEJO8ePbduBvO+ted2ydLATZcf +E38wi2udP2YeSgNfdH9Z9P9JgY3Sed+ZZTSwYcNU3tNZvM9E8oMff6EBx8WZ +H9fm8H1X2q/03kwHKZ/mzHPm8X5TUdor5EcHt5/8zT2wkAIbDKaKxrLo4HvF +v3HG3xS4Nm9SqvchHUgdX2Fuv4jn5dH7Ax2/6cAthjt361IKTPA4GNghzQBs +L97xDf+wXtxbmNZqywCNO1aZcSynQN7C+c4HUQwwIbX27DDmw+4Q5mN/Lccp +OPaWg4C+2ml6tFoG8P4mbFq3goBJIcducrUxwLFXYmfyOQmoeXXfVmKcAe5d +3zBKcRFQMVoKdXAxwdQpCRjJTUDe8tLORXEmUE6QzvFYSUA/tnzeLxUmCAiQ +/W7IQ8Bc4+9nrm9nghNQwUSOl4CnteSmdM2Y4LG88ml+PgJOfxIOOmTLBLO8 +qiO/MMcdyl2V6cgE6uPqxl38BLzV+bopwIkJaO+0Tt1fRcDKd8/vj9szQU6t +znDZagIanH8yZmLFBC/ythllrSFg5IHKy+5GTLCYbJAdv5aASu+te1S0mWAr +HXwLFCBgSSyd9/FmJgi1MgGW6zBfva4jL8AE57aYnVQTxOeTCZ5wmGOA5rWW +X4WFCPj9tbOf6QADrJi0NlzAbN8jKsmN/f62DrsTn4UJ+NfWbdeFEgbY1ej4 +5YUIAf9ZzHGsTmGAggKXHTdFCTiVU6PkG8AAbYR7Vq4YAU86aVWm6TAAT5jX +0KH1BHRe7fOtmIcBDB18DXaKE3Byxry+qpMO9moFHHfaQECpF49TbpbSQYlI +8KDeRgKaZBhq3Yqmg85Zmr7kJgJ252to3DOgg9V9zEwuCQIazytH9izRAHyw +8/MoZr0KryChBzTw3+WI7W2SBOw4Fvw78jANlKdFZjRIEbDVTC93FtBAX2TU +pyJpAlpJNMUnjoUAQbfYbWkyBCy7m5Sa6RcCLLfFH4vajOtFYa2ixaNgkLgx +ccBbloB9t0YWaxWDwbWl/XomcgSs895a8ZcMAp8+H0xXlCdg2BWyYuvHQCD2 +7Ej/GgUC1j/OYsRuDQR2V0ndacwNA7829BwJAAezjqb1KhIwVH3vMPu1P6iO +Tf/4SImAkt2u904L+YOv3pk6V5UJuHVJlSbn4Qc2ghOp2SoEbH406+920hc4 +y5zqS9xCwCvKnzjNXvoAguvMVpoqAWmvYaTwP29QN5x71EaNgEVaG3YOa3qD +0dfnezXVCfhoaHfSYIAXkL6Zr71eg4A+w5X9SmxP4J5TxF7CzCm4IanrqgdI +TSzp+aJJwLzS2y0Sze4ABZZpvdHCn+9U5l8/7gZ+ml6hbmkT0Ihz6es4rxuQ +V7zWfX4rAV1u7W14ttkV+PDf0CR0COh2b+Bpzh5nkPGjmozQJeC9XJhlkuMI +HrTWdrnqETCtg8rpuW0Ppm/XaxhsI+B7+pXTDW22QOV8IyGznYDkZX11jTFr +EHjobiePPu63hFPvU5ctwUnGA/UJzEdmtZ9JClqAJ9aPUz4YEHDleMwSlDID +86rPOpp2ELDmejHMdDYBGuteql02JKCoT+8QX5AhoE+9PpIBCDjeUnjy0s7t +4Ezn2w+xRrg+tpX+4ozUAS9Rq6q/MT6/xjGV273qYKmw/bCZCQG1YmKrqroV +gA7V2a4CCbiiYtfy+bKNYGd4zxZBUwJ+2PxIoEWZC5x3/HhoFnOKzj/pRd6F +xrfan973mxHwhKdksE/eesQpNqTyzJyAG3d5Xtfylkfb578erLIgYPUVWdur +QWpo98eRthxLAl6dtVDPv7kVFT4cU062IqClEj/7/o1t6H3pRDLTmoCvZ4r5 +Mit3IN5jv1vtbQg4LyT+x73EGIG900o6tgR8aa5J6bw2RVHuswc22uF4yJe8 +539kji5vX3jHYU/A2Y9pyV23LVHXpiXFEcyiVaV/bcqs0Zrl5f0tDgT8kVni +xHnaFpkOcb6rc8T96C69WH3AHsU9X6lY4ITrMyJYnZPmiCoq+faznQmYyvxV +VQCd0ccTq1siXfB9pG24N611RUJxAgqerri/j0w9rZ91RVa+QknAjYCeGjU3 +Dg+4oSQj0bdy7gRM4FhtY/fEHVVtFpdf5UFAvlb3jPFSD/SZe1Pib8xn7TUX +zShPtP67ZHOXJ55/QRJFciFeyL5ZRu6BF56v7dTa8O3e6FC1XEK5NwFNgwWj +xvl9UM0ZxTdZPgR8oXI541i3D/qWpCK7z5eArkFSzVKlvmhTsNq+ID8CuqMj +VkSkH3Ix13xt6Y/72ed7fY6WPyKVtm5WDyDg0+ZPF3Um/FH9Kr14kUACaqc/ +UTGsCEBjE9tfLWC2ilxyPxYUiGTe75AZDML9sKmom1MgCHnUG8W9DMb1y6yz +pxqCUNoF+PJmCI5vaSTfr5Bg1HTYXDqPRsB0qzwnlRUh6BfT6r/DdFxPPO/1 +BPNDkIKt7YudDAI6xazqf7qRhnzVHaScmQT8tqfkK2TQUKagc+w2FgHv8lpI +fi+noYfTrs8lQwkYUvfvW+0oDc10eUhy7yRg4J2rSrmq2C/d9Y4Zw6zHKWdI +hdFR0CW/Z21hBHxsV7Yi5hIdZbMDJRrDCYg2Jw+4d2G/FBESfSkCP0dtjTJr +GGjBifE0bRcBz903W/HWiIE0dUI3Re8mYPCG0TLPXQzEWB8e5RNJwIpzUpqV +2P+dXdj1xGQPAc1MYopfIgZ61b9no9JeAu4T0y6oGGCg5UfRe9dG4f7g3W1n +xsFEuuX/PZ7GLCTnH3RcionCMvZt6IvG5+2vUEjVZ6ILUUl7HscQELpmJ29x +ZqIWj+RHV2MJqNH08kMUnYm4DA6Ln/qPgBvEnm73jmEiA0kiMimOgF8oplH3 +QSaK5GA/pMUTsNTcQ/zPUSYq+pK63nYfAcPvvM2+mslE7S+O7dZKwPO75Z7A +TBYT8VUdf7A+kYBZNs/T2o8zkVH2SbF/mDfkF5+yTWeimPjTu74m4XgJV/i4 +pTBRqd/Z+2/24/1WZFjwM56Juo3PidYeIKC+E+2pQhgTrZW7GHEhmYDPRXOe +THoykRlP4T3iIL4fY7V6IGSi+NFLIrsO4f3QM67IUmKiq28vh7sdJqD5+V3x +AquYqL+m/K7BEQJ6XOmJD8H+XDj3qvDmFALeDHy9IfA5A1kfqArjJXB++LVG ++C8x0P6Qm00TmPkUznJHJTDQdYtbQh0kAQfiROVO2TPQkHLdzrsUAaOH2tL2 +b2Ig8TUN6DIb1/+9s2Law3Tk8AsJZh4loITVP310k44Ot98L/S8V7w+dTT8U +Eujo1p2Hjf5pBBysa328z5COhi8+WWeeTkAbn7yuxgUakkx5ztpyjIC3YdeH +v/U05Br6qkEwg4AyegsTlrE0RNk1C8xhPrCOe+DSFhq6o/GOOZCJ9ddUSZtx +UwgaF3p/59lx3E/XOa5ny4SgzX8+rL2eRUDrmeRhv4PByKuni3HmBI7now2i +NR+CUPq93vrkkwTkrln/rE4lCN0t7l/DyiZg+feDJ9j7AtHvo5/pDqcIuDrL +8LfR/QCkuPtLnc5pAv58oOC7yBmA/FyGV2/KwfupabfkFzN/lKU7SltxhoDX +gkuTxZL90CPxH7dHMActLGbXVPuiP39/rnp3Fs+vGROn/kEfpPppMqQ+l4Cj +fCCuaZ0PCn4yU1uQR8Coxo25MQbe6FTFHP/RcwQUsTcXlA/yQs8z/wbvOY/r +5eL62T8HPdHf6H+3PC/g/hfylhK94IG0vFbwG10k4KZV47zFte6IuYM7WD4f +x89JbPjFKzeUK8V7a1UBASNCPp2o/uiKXq9YxTeJ+fSFaz9W9bogjm9rgroL +CahwbcDx47QT0nu1ruZBEZ7/WjbRWvyOKPy6MG/FJQIKX5+85LPBHl08JRZ4 +opiAHC2qalVytujdvg3V+0oIKP3WxypNxRpxB0jwBF/G9ePtsM5c1RLtgNIB +VqW4HmovHdBTMUd75GVvqpcRUGfluGmjnCm6xKuwUrQc95OIaHaQnhH6MKbk +/xfz2S9/zfukDBD/uy03Bivw/on36b/CqYeMa9W5X13B+mLairniuRaKzdPy +q76K49HJ8UmfUEZlyTrX8yrxfnP8z6k/Whr10LZxHblGQPmTbh0p11YjASsD +37AqArJKl/gLLb4Zmm8BVc7XsT4Q0xO3DxcB+9aacG6/gevpu7qvIpccqPxt +6iN1E/+eXbnwfRdVMPDB4hp3Na6H/jXmwHErEGm0XjGOeYfFqOzInm3ApsDO ++30N3qd/phtVMneAA4RjZeMt3B/iO/lMy4zBjZ0uHMW1ON4x8S/vfDQFX+zd +vdJv43z5zLw48tUcbNDyuhpdh/V2hA5706glcBTxXfapx/ryyOp5Fax3jsz6 +e8I7eJ61WVe4jNiC2t6gK0oNOB/b2bU6n+3ByH3av7WN+DwxL4b3fXAEUpeZ +HjOYb64XffHwiTNwS9tZ0Yfw/utoex/o4wrYkRFLj5sIuEg97CHs3ECDa6R7 +5V08v9L1eMoN3MEPvajyU/ew/9jjPpiv4AFkN8YuJt3H/Xqq8bDRWk/gvRTn +Rn9AwO2fS4/4TnqCY58Tymwf4vOGrZR88d4L3Hu6/6/WIwLKDpUpMaq9weSV +g67ij7Ef6cvb9O+YD1DKOlL6D7PryB3pOJovCIglF74+IeDxgykC+Vv9wAnv +oy7NTwlYNZt1xP2fH3hsmH659hkBx6zq3+x95g9mpTPnLzzH+c+I2dCcHgDU +uE44ky8I2H79o6+dbSAIGc4u2fWSgIcvdfo9WBEEcl7nzLm9wvpMKPPpurog +8OJGrtOO1wR8WFaptj40GCyePl+8+Q0BvakTPLcEQoB2Yv4sbzPuxxf995/V +hABWYJHjT8xG/6kGnlOhgTzTkksdbwlYeP37lfE4GmhWKPtzt4WAH70FFpzv +0cAK/isOpe8I+OnMVEoNNx1s+1FZlNmK9b5X5D9+WzqIaL0+818bAYtTHt62 +TaOD/NvV9gHvcb+sZyUxntJB67naQvN2/JywrHBYpgOeQ/XTWz5gf6G/X3d+ +G/ZLjEY7oQ4CqjFDimgRDLDX+m7BHOZ1Cd08iecYoFj1wdRAJ+5/kSfrtz9j +gA6Bx7bPu/D8ThjdcOonA6yaepp/vRv7pw8Vv0gxJoCdLybP9GD9Jv2fJLcB +E/yHXtsc7MX3kdC9s9qHCcoL315k9eF5MKBI5MQyQS/Z+tvhI56Hp2525R1j +gnXh7da6/QQU8ApvFClkAgvHzgubBggYn73wkuMmEyRq9/xa8YmAXbZvnAPv +MsE10Y9W3zG3HV6rJ/+cCT7NDZx/9xnPRzl3fo9mJhD9OPizfpCAz+xyeEZb +mMD24VfLwiECittQa4ffMkFy6ci5o1+w/2inldi9YoLq9LGJPV/xPHoRNyP0 +iAm+7pmw8PpGwMbKiF7TOibY6P47z2gYf5/Dw/edZUzgtH36h/wIrq/WHK7u +00yQsmnWfPV3rFfKQrbbHGSC2//mcycxj+7d8VWRyQSjg4vj3aM4fseDNZKw +35Z+vmz2cAzvE+mhd1YKTOBeyZlbMY73zeilHdnLDHD0xMrxEz9wPW0rTqB3 +MkDjf3xmCRP///vADaO7lQww4bP6bPBPAq5qH+qrTGYAeSOBMatfBNS90uqx +zZ4BfDYLmWr8xnpGrxcwRBkgg1v0jOgkARnzL5tBLx3cH1k/+hfzYx+Lz68L +6GDqzUY4NEVAg7muUckQOlCulsx5NY31N0/0/A5JOgg8I/O9egbr6x91NZod +NHAySc7k3B/c35X/fHmP08CTIMXTR2bx/YTePHhnSgNzZiojYXMEfGA3WKI9 +FALUldSMXeax3nnQz9tlEgJoqzRPbV/A8dU82lSbEwzOTGgPS/3F/tOk5+uX +L0HgZZuu0cpFAnI9UmhI1QoCS3Xbs8cxJzk1H7obFwi2Xtjx7f0SAZm9MWR5 +bQAIPWwE0D88L88Pyof/9AfnmPBk8TK+zxqUK6foD97amH9N5yDhNukZqb9e +foBT3cowZgUJs4tDf64nfMF2QdsTvpwk1H+WK3vxig/YNW3/BXKRcKJQ+lb1 +G29Q0OW0Q5mbhCf7ww8cHvMCbU2uWQIrSai5Rk5Jk8cL8F7yGJrBHDPTrD4s +6QkA29vgIw8Jt7efetuu5QGiIvyOP+Elsd515ZGD7qDEKXCwko+EpryuqQv2 +bqBza4j+aX4SpvRvrj/m4QpWr2dk7l9FwpfKEybL1c7AdIH1mb6ahOW+b1vW +1juCuP6w7XZrSHg+8WJhfp09qHi0K0N7LQmbSuMd11Tbgr6yPZ/EBUjIWWSa +dKfMGghmRG9bxvzyS8SzFXmWwDLqv2Pf1pFwUPf3Q1u2OUjy2DfQLEhC46C8 +lom9pqBKP0nvthAJhbc6qV27agQ+SySnXxQm4ezdgY+PYgyAGMfhflKEhDak +U+OIrh6w+5Kiu1uUhL6yDnWvh7TAwRdUmrsYCfs6R67x+CmDmmupH3esJ+Hf +ndnR6qekwLeTx3RkxUm45iNPqEkHH9gUfzyVbwN+3+fy77rlyUZnv5N9PzGr +5QTIvBkTQ4Tx6a2dG3E8O0W9y47JozrZs0fvbSJhiOx/3YWS6mhs5bneUgkS +VucfipTy0kEyoxe0j0uS8E/3uYWfeduRx9sCdpwUCZPVao0XuwxRas2lngBp +EppYfPFPEIUInb2sZSFDwktbajMcSs3Qr/3llOpmEm4a/7Vse9cCKYRc7RaS +JeHPXIdXLa1WyNeiSnMec6jeU93kQRuUqXyT/CRHwv1BZbJjE3bowepbXc/l +SRiVUKzS+McBTf+8rXFDAec/xrMwdd4JbWm/Q5xVJCHDqqpq8o8LCrqDOg8q +kXAqWbDWCfvZ7Iv31EOVSbw/7PYI/XJDT488THFUIeGzsdrjZ766o3nWkw7d +LSR8eMP3emWnB9Kwe64moUrC2HS+ZcVnnoih8eoIpxoJvZKqXTpveqGzQs0f +vmN2nPomcTrXG72aaVFtVSfh/Cp6lsZ+H/Svu+3wHQ0SosyijAO+vkjn3of2 +Qk0SHuRtaXTX8UM7i7u2pGqR0K+17Vg6rz+6cLT30F5tEiruTjWZ7fRHLbv6 +33ttJaH/4yvT/5UEIC6XzyrGOiQc57xT1RURiPR1vxxU0CUhJR3jvqwahHaL +D7et1iOhu0pA06NvQajw73flKcx1sXT072Iwah8YT+7ZRsL8IRm5k04hiO/J +z9aH20nYeS71tedcCDKqmFS6ok/C0RsdzWecaSg6c+bASQMSvnEIs17Ip6HL +0XPvEnaQMFie9LXFfrXL869iiCHul4dekjG6dLR2x7/91oCER5nKZjuT6MhM +asU7DSOc3zt+qzY10VH8Cm5FMWMSQkVhz8N/6ejKV579i5hL7rmdSddnoI8v ++VuGTEjI3MU9qB7NQELX1yi8hiRUGnGcDCrFfunUuqQaUxKKmvLKCHdiv7RP ++O05MxJq72eFwZVMdN1fTD7FHOd7k0pMnxYTDZpsSAy3wPMlwDL9kzcTrZeX +aHaxJOH0D7urFvuZyJ5XWk7fCtdv35Hkf+eY6PDY5gRpaxIa9Ix6rapjolst +8m9W2pDwePoMoL9louFbSrI/MI9u0PuyNMhEEnlb9rXbklByVV997xQTuSSr +v0Z2JHy1r/XDHw4WImlam0vsSZgonSXouIqF7ljqxB9zIKG4k9GvrnUsNK6y +7VWMI+53p4iaC0IstHmtgYyfEwm77sjZncbPPX8bxpk643ie+8G8z89CaR+M +Xyq74PjQVMI24+9vajCVXudKwoHwi3vrJ5nod77Ff38wB8l9czr6mYkUCesX +H91IuOLw/qwTb5jIb6ed1FN3Ei57/4jvuMVEx+0dY6954PqYT1kOzmWih5ou +z097kvB3+EyvRgITzQi7Sx7wIuGBZTLW1oOJVGc9YxjeJAxM6PlYq8ZEwb0+ +z+x8SLjnrd5kEgcTnbrvL7HVl4StLw/rFrYy0LOSoOgNfiT0ETPpVi9koIVU +2tNlzNIAvlKLYCDNSOamYX8S2n8/dLFUi4GYrjuj3gaQsDt7T+7lSTrK1Yt4 +cjuQhJ/XylTp1tDR6w2RG/ODSHgo6khi8F46Wl7cu5cKJuG39G1GW5XpSPdz +zOPdIfi57tmhO300FPY0boMHjYROL+P+cZ6goYtXEvYY0kkIjjo2SZnQ0Lvj ++x/JMvB8elfVq9UegrhjD4rzM3F/zBQtrFAKQQbeRyJ/YW4MrhlsjQlGkYbk +w04WCT0qKt49qA9CRdJH198PJWGY9gOV37OB6ANn+u6ynSQsTSP2HtUJRPzD +GQ+Oh+H6aKwwKQ0LQMavs8Tiw0m49OqD53+5/ijmRvauwAgSOivJxIs/8kOl +p3PuW+wi4YKa/K6GYV/UnZArqrabhGe2NnAQfL5IIPB8hHAkrs/PfX/PK/gg +c9P8e/OY5R/0imgZeaN9CkUin/fgffwkfiTCxQtd5SsJf7EX78+NhQsJwZ6o +f7z07o0oEva3xRUejfBAwq0VwrnROP9O4iufRLsjm9uVYYdiSGh266Z0SJwb +OnDuelNoLAkF9NTzU+Nc0Y2D1UJO/5FwnXDUu95BZzREr92pF0fChNACtaMd +jkjcuh5JxJNwzO/E45gn9shRtVGQax8JT7j2mnNV2aIjAndDRzFfGr+VVHTS +GtVO3m9sTcDvZ/aZ34yyRCMdj9Y1JOL9sTo76by9OZJET1lFSST0jDP89lzW +FLkWvmhI3U/C1etHrS3HAGKTrwWiDpAwvmxKWPm4PmoIe8v0Tiah3akKMwFV +XfTDofWO8UHcH79mQTFbA8lqt69VPIT3b9GewRM3FZCXaCdjzWE8/7MenNGq +Ekfpc931U5ijw+mLe17PNt7r61vTe4SEFVe7s77m8ILJBwP0Ryl4XppnLbmk +SgGl0sG6KwSeH+Xei8pFysA//evqbJKEPSPXc1KMtEHWnhFaIoXro9Hhhdn/ +/z9ut7HbIWwSbhGfH0xaswPMbptYZXOUhLfyLQtc9hoDtU2/QzRTSahjX1UR +99UUhPybqhVLw/uKp4y/XtACnB78w7+E2f4fbZYwsALPn80Hf0nH+79SiXtP +oA34e3Xx1utjJIwzf8RclWwHtE8s893KwPvS4+vSr7MOgPUfZ/D5TBKGf1VK +rb/mBPJ8Vt5KOY7rR+Xf2ZkmF/AG8PFFZOH6ZsX0XhpyBRybVwe5nsDzhiHd +lP/VDehxC9TonyTh7nzfJ+CLO4gYEeSVySbh0x87v9kNeID8NyKBPKfw9+/u +v322wxO03lxf/QOz0u/bMb9feoGVZzbyfDiN80lrW63a4A12JEkGNOXgfSBc +bSx02QfsCZK5WXIGx+M4Yice8wXFZnIrM86SsL1FXk8n0g90KCr6x+bi/lno +ihGy8werVqnc8Msj4WS6hufo5gBgMqHKbXYO76Mbnd3ZUwEgtk3DT+U8CWcW +r899fBAIyuq0r6+7gO+7uLqoNC0I9J7X5ZrF/Ey/tPmBfTBYd3i7b/9FPL9l +JLL4eEOABXNH1dN8rGd5M7l87oaABBsjzqoC3E8aybWPt9NApRr0ySkkoQyR +LYYyaGBgnfm1A0X4+31uRB/5SAOi05YrmJdw/4QKqHGp04Ftl423fTHen9Ne +1roJdJDcZF+5tQTHj2NrxIr7dHCzyIlj42USFsan9QdzMcAXytWLoxQ//7Yh +z9iSATZEeFwdxmw6ckP7ZAoDODl5L78tI+HW3Wum7BADpGz186wrJ2HZpF1v +8G8GuC0WeCW/goT/zkjnPZZngu/zwf+oKyRcXPyUvsedCaT66R6RV0moe2P8 +jTv2V26PWBUelfh+TdUGuy4zwdGysCXDayQ8MsITXIn9YOOxXe5yVTjeq/rT +BYaZYGLvnnL+63jeV4a9zeRkATmP6MVfmH+BkSWZTSzgrf+fW9cNEsrW+1Y+ +0mCBYxL7yu7fxPllvdOINmaB+8uJf8uqcf/uelOqYMcCU0MHXLNqSDjn2jnX +58oCyi8OlcbfImEW3/H3Zz1ZIOBaykJgLQmbXw+Xu2I+cZJysbyN+3trYh0/ +fv9xXOpltTrsL1Yq8T+yYYE532PzwvUkLArO3rMfsIC68XHnBcyfL2cc0lNj +AZrsyZLPd0h4u6fw8uR6FshZeXruRQMJvxRnrb3zjwlefD/jdLMRzyv1oqq0 +QSZYbM4rzkUkbHsXZR+B/ezWmguzh5qwfqssjAwpYILQswWOO++SMDNdnhWz +jwnO7b90yeke1svmUrZl9kzQHHz5j959Elr/2vBnpQQTrLAod5B8gO/XJyN0 +bpgBtilfLeJ6iPftF9+F8JsMsGt11cwo5s66gM7D8QxQ8POGfdsjEhqahJ4Y +2c4Abe9rChseYz3CLHlyfZoOeO7cni56QsIMvfzW/ut0YHjxjl3aU+xvDvW1 +sUPpYO8RVBD1DOfX+PbZ6g10UMK6N+X9nITpoDA/+gUNdNo+tDV5QcI7DlOb +2+JoYLXGk3zFlyQkveR4vknRABR6PrnmFQl5bkncTUoNAf/NvLSZxlxuVf6y +5U0wKO9+c7H3NfY/6q3zv1cHg767Lb8fvSHhXs0Un5VWQUCwuM36ajPOT9Um +de3EQGB59MOF7Ld43gQqzZ4rDQCJu7p+JbaQ8O7QTNTuZn9wzbnXivaOhCuH +wv97+9MPfNbpP2/TiufH0tb5H2v8gJj455+abbgepr9L/VHwBXZ/hyzXv8f6 +JePValEDH3Bw4Nu5JcwSbmoT8dbeoPrx94kv7dhPvTOas3f1Al/Lxy3efMDz +VGXU/bGXJ9iU+TPvVgee5zKyQoI+HsA5evLH+U6crwPrVZme7oDwnDEnuvC+ +Kw2K/+nkBuoM5nIjuvF+/3P4zIiFKxiV/Dvu2oP7T+Tx15V7nIH0in9mBr0k +rKy4GzXs4Ag8vnLkyvRhfXb+3P7PCvYg9SXXOM9HEtZuvsJHn7MBqIrHbAKz +hPa0d/szK/Azm//sh34SXrY7++LqSQsgv2/NWNMAvu9O1OLpbQZ8/NeZXv6E +9UBvcWmqtgnINBE+k/GZhDlpmrC9agd4ICc2GjtIwp3s0svxitvANM8G6D+E +8+N4M8wjTxuojG3KMfuC/dgl/5fXBFRAYIvUd5WvJAx4KSJb3CwFTt7abCL4 +jYT7/sLjl8d4wNNc+dOzmGcn/q0oOve3cf6A0kj/MP59T/HmQIuNSIO2xfjZ +CNbLkyVxVW8VEd1S/VTVdxJyadw19p3TRGdUtIZzRnE/vuf7t0tAD71co2OU +PEbCY2/GlJTzDdC/X3rZzHGsf8PquuOUjZHOB/1v9j9wvSxXJOp1mKKdDYZA +ZwL7haOn2ZliFuh8vvHJjT+xXtK+OOjkZoXepph+5fiFn199GcudboM4d1oY +jmCeujb4yKjJDunbW59o+Y31T4+PPDXqgHZr2n2pm8TxMUx/HC7ijAqFHXcU +TOF6UzL4bCThit7/cc5iT5OwgFhbXLLFDfH2ug1FzmB90RDsUK3njsB9TwPP +P1hfW7tIahl5oOgSn+NgloTmj24sfIOe6HKq/6DcHNabsplECfRCXbuD9FfN +4/iohvFpA2+0xpWW+Rvzx+jsq746PshUj/m5a4GEUgXfgkYVfFHchp3bH/wl +oeVC6kSNsB+6shieUb5IQk6LuvUpf/3Qx0+7P2UtkfDme/UUhQF/JPR077Z9 +/7A+d8ho3XM3AFldiTkWtIzrt+ZQk+bZQJR0PG7AkoOCFz4HLu2ICEJVMQl6 +6isoyD/pGMncHowGvfani3BSkLS8uOrIUjBab3iwfwFzceTqf6H3QpC99BHd +QS4KDrmwPPcZ0dAhTjLtJTcFzz167rXvLA3VfGN/vLmSgg3iq6dlftDQt1dp +Onk8FHzZ2POaZkpHEjcyUg/zUvCfcpaC8kk6cjmd1beTj4Ix07G/6X10RCZk +b3XmpyDvj/YBDkUGqg/IObptFQUv39vmMo39whjM7ZVcTcHE6kF/jUoGklE4 +r829hoJjvQ79+SMM5MmXzx7DfKyFN8ZAjonSxgt72tZS8B6XYPwvHyZqeles +1ShAwRMrKtc1pjPRr9pS6tI6CnKdatc8Vs9ECucqutMEKZhs733KG/sn34OV +mtFCFAxizT4S42Wh4/TrpI8wBUc/1UjdV2Ghh1bVXSYiFCwyrWi3t2ahmS21 +GkqiFAT7ukaqQ1hoi0A9sVaMgqcGfQwn4lgoaLKhcxrzXtM/yQtsFsruaFLv +W09Bg5ttxm2nWOhZ4/2Ux+IUHH4sPhZzgYUWCh51XN1AwblQ5RcdhSykST5V +O7WRgq92rln8h5kR9uJI0iYcT3nd9O/4/bMOrz/QJCjIeiDjcvY0C73Seqtq +K4nz1ZMnxJPKQssirYe1pCgoBEL3Gu5jId259+3rpSlY8Uvi2zY6C4X1dWz5 +h1kvOaL7rw0LXXjQfeirDAXD3z4lTqqyUMvlvvdvNlPwU3D3ink+FuJKH1Cp +laWgY6arKxhiIoM9gwcvyFHw5pN+y+AGJop0+9pGyFNQ/L/WMxEZTFS0bUR5 +lwIFRcTr34T6MVH7xrFkN0UKHlUT8A6UZyK+fz9aDZQoOLtBK8rnOwMZDf5S +2qxMQU4nTg0GznfMs6kDvCoU7Eg1TU7D9VB69c+7Ccw2ozSxTnkG6s6aV+zY +QsGP3rFHA3roaO1/i/vvqlJwvXaOisJxOjLzWW65rIbv/4MmZWpER/sAp2Km +OgXbX8Z53B+moasyK/f/p0HBOsN7STXYL/Zz8bX4a1JwX3sJl5oeDQmPrFIw +18L1puxtve9qCLJ+szZpizYFa1ix7LGvwWj/TcG3glspGDo5JfxxUzC6kSMi +P4dZ4cGqc//ZBaGhxPWJAzoUdGM/Ve2OCUTiQRubn+ni8zA7tXbkBCAHM0m5 +63oUHNBTDXxw0x8dVpRJOLONgkbk+5sXn/uhW/xyb5K3U9DnThdzqcsXjfxQ +kGXpU3CkmWdU+KsPkmxT3udgQMHyMvkegXFv5Fqn+lpnBwXp3Bcm5Ce8EHVe +Y/MmQ9xvfx4tssc80Z1D2vErAAV3+If3R3zxQOMM3VcjmLX26Sau7HZHsjbb +Zd4ZUTB3R3nRiZduyEttR1y9MQV3v5DdZFrnitLXGb0sMKEg6rwjUWjigu5O +mUgfhbhezpsPTvA7od+dZv/tMaWgd+UPiS9v7ZFik+ULTzM8Tz4/eDZ93Bb5 +F9lIGZlTsHui0S3PxhplUfax8hYUzIl3jrZZtECPwp2er7KkYFlo3urka2bo +j6Or5CTmyGhrD0a1CVLd6hHTbUVBjteVZ59yGqJgMe9nD6wpGP3V+Z6E8zZ0 +et5XosKGgmobhwxpOdro+ceA6BO2FLRQ43wnU6WM/j4MfrrPDn++stulxFsS +aZXRNwXb4/qTkdjheoYTMY+xoqwcKDifEqIbmsEFcveGPVF3pKCl8CHD3R2S +4I37ro2iThTUTr/mc/+3MuDQ37P3L+alhxucDRu1gZ5E9ONBZzw/PnR2XEnc +BsKXYze8cqEgn7HzFQ1dQ3BxKH5PtSsFQ+oGi5+OmIB3zxMf5blR0Gru8JYd +b8zAymsHxI+4UzCdp+Ds+c2WYMfJQ5FhHhSM9R6g88VYgz1xKQ+dPSlY2Zl+ +kPuuLbjkS63f7kVBavNYgRC3A/hglLpbyhv3Y3Rz4C0rJ8Ave+wBtw8F/UYc +LfamuACTlcfFxjH3ZNktMXtdQez3E7ve+1JQxaOrrGTSDZQ1n7rf6EdBc8kl +TUMeD9BTfUa02B/X+6c7buNinkDgbF5EegA+b+nQ8cOyXsB8/4V70YEUfHy3 +XLVRxRskBBeI+AZR8Pj4Vhummg+oNL8UDoMp2P+3YMR8iy8YULp8VykE15eo +BIecnB8QWV0uLECjYLz97ZRXYv7A5ueVsBnMz2APnZc7ABx4f62pj07BFUen +qy+PB4Cb9TeEnjAo+HvLtvNRLYHgy4WanZVMCi7HXInffi0IbDhyG51i4fk2 +YfLuBREMHFl3BPeH4v3y2zRp1j0EHLFFofSdFDzcRlrZC9BArfq9RtswCrYM +uTY2RNHAd8GH67TDKXgnPY+qbaYBqZnHLPEI3M/iTvcVVejArftZwz/MB1NP +W84fogP23ZcC33ZRMCNLpEyijQ4aLr1hNu+mIE9kCtwvywA/2C13aiNxPo4Y +aXDtYQC5XW1rL+6hYF/psaDS//97V+cPDHIvBTPHmamucwxwTKerflcUBccr +qsCMPhPcW9+7xj2agi5J1X3Uf0wwufCRviMGP+cOqfx9lQmUBj7VbY6lYFaF +5hPNfiYIeDy0mu8/PJ//aCpqr8V+qfwb7SdmRrp89ag+9ksZ3293xFFwy6mD +2p7BLDAbNb7qXjwFIyqeeTOPsICa58+Q0n14HsWmPFxXwAIhBpO1mQn4/Ysd +S2712C9JzvDHJVLw9pEPqfJvWOAFx1xwQBLebxGZLYf6WGDxy8It8/24vwX4 +toeMsID2yyU+1QO4/+98FHn4kwVYVRzBQskUvGKyuv7SJAvkZXPdmsO8YkGS +ufyLBZrjefg+HaQgkz/St3uUBVb48wc9P0TBn1GXX2p9YoFtJmtqrh+m4E7F +Q6NcrSwQIbeO9+wRnH9+g08+d1kgn0c48GAKBfOUZVo1S1mgdVS0mkXg+fh+ +qT0zjQV4WsR5HEkK6tercCeEsYDhrU0BuhQFH939ED5lxgJ7c6VubmLj99WM ++fk3sEDxgc0rOY9S0KtuT//970zQESLv/x1zpkVM1+Z6JlhtqXTjXSoF0072 +9Gw7wgRQZQv3nTQKTiz0NPBbMcF/a9T9CtPxfMFeuWIlE5T/0rx+9BgFdYJv +CEo/YoDe9q1cezNwvRz83pO4nwHWNej5emVS8O8Sv/RzTQawzNevMjqO4+mZ +6bBhgA4SUww5FbKw3qqpq07OoINrocY+q0/g/RJoQK3Uo4NPdqbXJjGzjeRa +n3TRgKimxYqek7jeo38dak6iAVtha++H2fj3PTa66IrTwME/tpUVpyj4543J +OTFGCKjuceA4eZqCZ4j5mrasYPD1nrNXQg7WF0XzOq9qg8DGErerwWco6OBr +ObOlPRA4pXouW53F84XR6CH7IwCk7Pbx1Mil4CqeDxKfl/1BnYv/FdE8HM9P +mScurPEHo7pB//5i5hPZ7UCJ+AHpDTSPoXMUbNp8yemdqC9wX2RUvDpPwdR5 +ge7bgj7g6KfQpeoLFJzZHr8/ktcbND4Jdz93kYJhNxp+qc97gp8Vu8uP5OP+ +vdqktPWbB5A/vncxrAD/flercu1bd+ATE+PmUkjBXWOZ6yZr3ECGV1zZ9iKs +ry5d5FA57Qru70j4K3WJgkm8s6oqA85gSmq/68pirB8uJV4bPekIVDgPlo5j +bmXLOosb2YPAb4cX3pdQsPbiqWStzzbg5CvCBV2moK6aqFrdESvw5Dr7cnEp +1ptfr9zSkrAAc6fS5tPLKLjZd+K+bLUpUE/IcI4px+c/Xu6sdNQI0AOySnwr +cD2Zx9wSL9EHZ2D2HLxCQWO/Z7FbGnXAS/kcJ+WrWO8VbePuz1MDS7y5xQKV +FJwqFy5cuC0Lto6fm53BzP2I64+H/joQ+u6i48dreB+fmuBVHPvVeL628NKT +KgoOns6e5xbZgN7mFf+pvI7jcXhth8e0IsLXczh9g4ISQDuivFcLbadXFO2/ +SUHhYyd/lPbroV1WlTP0agrW7w5QTXu9AxVsuW5vV0PBRp70PYxbJuj92upC +7VsUFDw4dyfrlRninbw1LV5LQbGEI3Gt+pYIdNTZLWNeFcvqmCiyRlGNDQXf +buP94yK4MmilHSopaJpqrsP1W6LKcZrlgDqJ+7a36yl4KDOyge+eE1oT9ij/ +4h3cPwKq+Rf4XJGpw9NJsgHP4z7NwDeabihO64XN7kYcn8SnNE83d1Qh8vqi +O6JgQWus0mSUB+qbbf69ownr12crfrGOeSLBvnfWsnexPngp1BlZ5IWsHry/ +wHePgp1vpD68qvZGSZc7fv289//6MukxveeDqtK6rTrvU/Bznc2H7Ke+6HNk +3/l7D7Ben+l7mIL1mZjbwM/ShxQ0dAts+vDYH9ltG7Q8/gjvw+ifvJ6NAejQ +xq/n4h5T8KzLQ5knVwNRzdLwRMATvE8/pD6fyAlC3z6PWlg8xXrzkLhgQWIw +2vTsR57qMwq+dlXfne8Vgpyv/voh9JyCi4NJvX1iNERkTZnPY3aULiuhHaSh ++tg/uZ9eULD688E5s880NOY9P/78Jd5PNfSsCDM6kgGLZjde4f71fPTlQT4d +ecgsnz37GvudDxWOOn/oKJWLc/zgG5y/2cDfFfYMhIa5zUKbsZ8pn+4SvMBA +v17znnV8S0FfrrZR72EGUri5aky3BdfDUaM/4VrYL+WsNZV4h+eLyM/abf8x +UWai4BnOVlyfZNvbazVM9CBQZPQ75jX/dQ3c+8FE06brYWsb/rw8IzlIAfsl +xY05d95T8PyXGzoHvLFf4pf8XtiO9fZmnazVFPZLP6RNUj9Q8FqAnwxXFQs9 +bZU9vbcD53eN3H6fVhaav60w4tWJ968vcwfeH0jjvLKxcRcFoyIeck6uDkWM +Q6qnFLopqKwtfExFLhSdZWgMr+7Bfu6JwKmLuqHolbW20RRmhxNRY7amoeif +qm52Ty/OT3di8hbbUKSzbvu3h30UfKF/2BQ4hKKdUwbgykc8P3ztrZLtQtGF +TnDyZD/2D/UWN8bMQ1ELMvmaMEDBhJCopnT9UMRVZGYY8gnvl2tjD3yUQ5E+ +ZXnC+jMFF1S3KPsKh6Ld4TZfNAaxH1z34r+sORYqcrTfITaE/dimS2bL3SzU +ru2UtYi50ZzX8mYdC/GJuQ4NfaGg0nKeWUUWCxnNuxu8/orjcdJn40/s56I/ +eh2v+UZBmXTZu8e1WejyQ9/Bc8NY79L2bc1aYKLu0gD9lBEKPn3vlPH3PhOt +PRacGf4d1/fR3J+fjzCR2V76Z5dR7Gf6mrOcjZko3p21XX8M64+PJ0tcZhjo +yvawDOlxfJ8R3+jpCgb6uGnXp5U/sB4952Xk5MtAwsuR235gPheu4bKbi4Gs +h6KOtU9Q0Nrl2wTtKh3tfx47gH5iPVJQ7G/mREfXK+P1Sn5R8DubfLl5nIYG +TySmH/uN64FiMUVTaWh93IH+mEm8H8gcEx1pGnLwPaTrN4XzecC2Ro4Zgg4b +paSZTlPw+Rk+rdNEMLq1mfqoPIP9jEp1wvD5IFzOqTrr/uD7DJQ8c78WiCS+ +p6f+wXxK6scif30AcmnO7Ps4S0G4q/OCBfJHVPWJrU/nsN92na/Tb/BDd86c +OnptnoLTTtPfZKp90XjSmd7TC9iPeQqb6Jf4oM3BedoH/mL9oZgCGk94I0/z +C2zGIt4Pt+/e+7bPC6UpFfTYLWE/11Iz/9fXE91ddUlr6z8K+gtb0Q23e6Df +EyXUhmW8b54OFg0JuCPF92Xdy5hzThRmGA65Ir/6K5rDHGzYvZ62kSfMBR2/ +cI18u4INj8rnbePmcEIPD9/ous3JhoM30m3/ZtujP8wajXwuNsyMLudJkrJF +qra3CYqbDQPPG3evKbFCwep3OnevZMMInRt3beQt0ClBpO7Bw4bN9yRUmgpM +0bPpuymGvGwYU3Uc/VUzQgtdDzpk+djwSpVjpYWIPtK6+1iNn58NkytNNJKn +tyLmpWdHfmF+bmfiXXZpC8plv/zQuYoNvcYvZn4qlUavI96o3l/NhujkIbWB +RS607NRyuGwNPl/fqvMHA1cCXZ229uNr2fDnjylFWoAMCF//YUu8ABvrc3Vu +UU5VcHGh81DgOjb8bTfsMKmiA97197y3EGTDfR+/lwU56QPuxx9V1ITYUOce +t/rGPUbAoPzTQWFhNnwUt2iX9NgURGYMtc1j/lHTAfscLcClqG/Kn0XYcOXv +VyFSbVbgg8f35BeibNhq5+JU6m4L+A3GW2+IsaFV9IqMj832wFjyp1LuejaM +izxeoG3hBGI4Jg8cEmdDVU8e3VU1LqD0y/S70A1smPopuWBsjRvoeTGr6LSR +DSv7bgpwGbsDgaqF/Xqb2HDNkAiDK8IDmGcvtUhIsCFn5/Pw0pOeYF88hyKX +JBsaD+V/LL7lBa76ce0fxezhURtf1+oN+o15WlqlcLw+7/19YdQHiMjxKzRI +s2EOx1kNwX++wIZnTVKRDD5PSaRO62p/cGBU4G3qZjaUG4JWBSIB4MZbIfko +WTaMntaZ1RcLBEM1oonecmz4p7NHjyYYBMRzxZuN5fF9xTm8e7ixXzqwSU5R +gQ1jJ9LUd08GgyMhUglrFNnwzYcloe6uEFBrsfnNFOZbft//zgTQwIiyvGyv +EhsWWq1vrHtOA5JrlPY9UmZDLcX8sBwtOnD9pfL6igobcmU9Tos/jf1Su9rm +7C24nq8vp5pNYb90RzM+UZUN9R2imj45Y790ceurEDU2dDMTiTYqYwDZFD0Z +G3U2tG5d+GIyzwBeofpxmhpsmJ46GvDehgnS7Qxfimmy4blXXzZ8y8Z+ScNY +eglzw0R8OKsT+yUh0/++aLFhpJNiqRHW80p/zF+81mZDx8i7INiTBfx7rKRu +bWXDvq6gmw0ZLJB1zzb2vA4bimdeuWR6jwUeFTs8T9FlwxUfjzZ/HcN+6aiz +ZIQeG3aadIjmi4YCtd1uMa7b2JAcyT0UYBAKQlw8n+lvZ8Prc4pA3CcUnNb1 +kZDRZ8M6q9jy59Gh4Lm4fzSPARuaFw87h7JDweLfwKc/MHM/Vv35PScUaH8K +2fRhBxsGyW1Oci0MBawnjKgmQzac+fVG+MzlUJBXEfqkBLAhj0X0xtuY32SG +b8wwYkMnxRnZG/h9jpjde2ON2TDJsW+BOBMKtnntfexnwoYFYyHXth4NBRE7 +YjaYQdy/BQcS78aEgnypuD0qpmxYon2pd4tvKGhdkfBonRkbhtQ9yzywIxSs +/JYkPot58wF68h2xULDjVXJkvzkbBkzHvh8ex37p+uGHTy3YcNXLjkmh+9gv +nSLWV1myIdxyJ8Y0kwU69rF351ix4cGrjyQO4XivCkh7cMAa3z+7/GeHOAuY +wAwxpg2ujzsiUr4dTBArn7XL3pYN02aUVgiexH6JN/v+Vjs8T9J1FASwn+od +Oy260Z4Nd/H/3M6cwX7p3dkIDgc2vM+TsVb2EgNY1J67N4x5jXRzgb8tAyTk +XRRpccT1OXd9SX6MDiqTC8PrnNiwlN/O61Q69ku04rv5zmxYpYqGkTwdiFqV +CrNdcP20E5x3GrBf2lIRFumK668knaPQgQaS11Y2ebjh+hn3SBG9FQJu/q4S +Au5s6Cp/3VzleTD48uHmTjkPNjz1bPjPjffYLzXeQvyebDjJJ7ztSxf2SwV1 +gr8xmy6yopc7sF8iGkK7vNjwdpPWd+O3/uD2zqbG+95saHmsquDjPT/w3f7+ +unIfNkxwmbCQvuILpLQesbJ82bBD1lrT7LgPcBd52hDvx4YmgqI26bu9wdHZ +5wJB/mw4HKX0z9DSCzT2vmJaBuB4J+jqXxT3BBP3m++oBeL3U28YTX91B3KX +360VCWLDX9oPrmXccAPeae8ZC5ilPDwjrsW5gozIjvrPwWw4TZMXtNjtDO67 +dq95GcKGwqdvJu/96gCm9ProN2lsaCByujje1w4obxyoy6WzoafyJt6ZJ9Yg +YOnz6sMMNgyTv8CZoWYJTnz+QtvJxPU9KlPQmWkGnjwdvu3EwucVPdI512YM +5q6MrtoWivPdzfHQgDIA6lk/QiR3smH/GrfAek1dQIv9VcsVxoYD7dkRh8rV +QI73FP8Y5pLIFOaO75vBC8M/wW3hbJintl19IocPLEnP32qIwOdpSTb6L5UT +beVa5Lu0C3P2Ue6BNmkUOvwvKG03G17ak23Qq6mKzr1ecSsqkg3dzSP57yfo +oOYb3Hw+e9jweOozhYB2fbQihzfIZC8bfvutuPu3mjHanriqRjGKDW+sGeA+ +Z2KGdgWu5V0bjfstTHRj2JAFKjAVDJzGvG6W2t5EWqM2BZHq3hg2DD5VFT8p +bYd4+NfzPI5lw6mtr8ZZtQ7I8MeGgKv/sSFDMqgrysIZRbVK3MyOw/WaqMq4 +E+qKSm5Lr0yKZ0OhRgP/oVI31HlO1p+2D8+jsBCl75/d0epDCjdsEvD8DNq4 +uH+jJ4IMZW6tRDbMzivmd3D0Qv9Zq/qtT2LD82yltDX7vVGFqsb1Jcxbyjnf +/Vfsg/oEtLm+7mfDdue7u7djvyM4peP75gDe/6YvVVcP+iHLzm1Vt5Lxfrbq +0Ls6548SkQHnhYO4HoozJJr5AtG1QuBDHGJDdSfPH5rCQegzaXIt4jAbvhKI +sM4UDUZi4WYr3I7g+7//wihZF4LsHC29DVLY8EzeV/HzK2jooLZNpQzBhl2c +tzWOJNBQtag9By/Jhve2rL8V+p2Gvs45ek1g3rRprZ+GDx1t+uhy9QPFhns5 +jr1sfEBHzg/dl5vYbHg6Pu36pCIDEaVenpePsmGtXmhD41EGqkv3vZKRyoZr +nbyvzg8y0OiegH+xaWwovTzhnWvIRNLuwR7+6bheH7bcTD7ORB7YEJsdY8N6 +2Pn6dC8TpW5iLalksGHLjsQvz7F/Qf92ugtmsuGLbQ6hKyNY6OdgRPks5rX1 +QeM7KlhI/nnkYv9xNhxLlHHzHGQhn8oot2dZuL4ulFVYioeizBOxZVUncL7u +ytkvWoeiB//F/805ifcrEdO+JyYUTfskuiZns+Fr6Qfax8+GIhWjA6XMU1jP +7ZHIdakLRYGbDy3Yn2bDbTKbsivfhaJs7hQXnRycX+T+L+9rKHo6Ql7eeIYN +t18xExOaCUXzb47Oc5zF+zfdNkxgORRpVKc7j2CO4lQczOTaiehnMktacvH5 +xlmt6Zw70ZmkE3N1efh+Y/RPXIvYLwWdcio4h5/vKpL4+xP7JbMzxezzbFju +LvYruh/7JaW82cgLbFhkeEoj/Dn2S6suOHpexPt0r87Kr1dD0fmJ/Esgnw0T +d87w/0gLRW/biv7IFWB9lROplUrHfqm+xGFVIRsu1q54hfSwX7pQVvQbcztj +ZWYOJ/ZLh6/MdBWxoW+VFFvyNQsVMq/ZP7iE92f5ogwN+6H3NjcKy4txvEvL +ZfY4shCves10Vgkb6h2Ly3dfif2S4G27fZfZcLfzgZWyDUwUPV1fEFSK+480 +FhkNY6LLXY1TlmVYT/o0NT8QYqKupru26uV4vpi4Ug11jP9RdN7xXP1fHEfK +liRlhsjeZLzV29577/kZ9igthYh776fSUFbxlVFZLavyjgaRKEUpGkrLLiQp +6ff+/fl8fK573+e8z3md1/kL4i+7W7K+CueD78bDce9wZJrdPvcb85JzS0zk +XBjaHdVpM1qdDf+maO11YoWhaqfu4u4aPN/ejCnXS4Sht9q9s9dq8e9sY9+u +VYeidaJ91oV1+HxRcsF03VBk9fvZufTL2fD3GujzKikE7X/3/DvjCs7Pvkde +ncnB6Mr9l1bOV3F96/7J6k8IQqMXh8/qX8uGT09E9JpEBCLRo2+/SV7H8/NX +8mYblwBkn/DekrMex1O7Nk5fzx+leXwsmsRMtRSdcBL2Q/UGX2b6G7Jhx2/r +7S/HfdBXiXGLlkZ8nzufz0sgbyTBNlVY1oT17Y74JIPwQi6fZqapZuwnb/Su +cDp6osMPZ80Tb2D/sep4iSW/B7pR96PA5yb2nyGXm3d3uaHJk4tTO25lwyOS +2RfGU12RzO7fZltbcH9/+bX9S4gz8vT7my+AsuF4o4lJL3JA1Ha2qR+YR3J/ +ntMUskO3ZVeZvbmN9Vrabvp2kDX6vnpNfnsr9hM//3XLXbBA8hPckzVteP4r +Zlxd99UU+T3hM829kw3LRZfP7LU1QTn1gnn772I/enPkbHXLNnQvf91E6L1s +eFezNGvLVm20kCICbe/j71V0J1dsUkTKIRvPaLbj/eeTedKRlo0oyEJ8XLQD +5z+qs/5I2UBLrqLUjhXMgvlcDDv7DaCTT+b05wfZcCyyrijqiwL4/U1urLcT +6+OW6ayZU1pA47nC9sYu7Af1Va47qm8D4TeVcs89xPNvIKTlTTsA+cWqXzO7 +s2H72jeuojWmoOeQhkn0I1xfbHHX6PEW4B9N+5RbTzbM0GZVymtYA107vS+G +vXgedydoF4/ZAqa6AZB5jP2WuB1TtMQBnFtnfJLrSTa8yOQ89c7eGfQtmHye +wayaxVd/fp8r4ByGxoN92VByw/OCzi43YNhmfqL1Kd6vVvauZgl7gNhyq0+V +z7Bed4RznPL1BOcJW6Nj/Xj+hNtXUUVe4Hm0w/FdA7jfRs4bS7zwBtwuzh/9 +n2fDt7HSWgu8vmC7rpuh+YtsmDK740CHsR9I2uiZozyYDbWUM70Maf7gwh/v +UaGX2H/+LSLZyQAwNOJn8AvzEjvHrv7yQCDQEXhs5FU2zDzUKBdyIwiYVYV8 +6BzC++2PE/SgjmCw51j4tivD2G8H3nuf1R0CahLpR/Ne434qNDtlExEK3nlG +vj/4JhtaODwbPvc2FAgbxejT3uJ8SK+X+M8jDFhLxR9xeIf9VtxGbY0HYSCF +PWlEZyQbbr7lIaquEw6uft6lJ/7+//6w6+vBs+HgY/ceFvsHPP+PN02zrYSD +jVf2vxvDPCWeWlkSGAEccg/qPh3NhgpRhe2GzREgfU86deMjft4hw/oWLw00 ++Ge+/e8TnhdltTu5/GlgbEe2DvEZ78vsp0f4K2lAcgtFxn3BfjGFnto4RgOu +XEffeH7FfkjnQ9GEIh1kTeZom4xlw0WHc2PFYXRws+8ksWUc7//aAUQL9vdT +Dadf805kQ9nLNf90O+hAtjBfaw7z35JdXn+m6MDrYFH20GQ2lM/+ws4pxACs +0OLhu1PZUGiX6LK5OgO0WpZqVk1jv6SkePuKJQPMKpVnnZjB83WXBYTeDLBV +4MLQnm/ZUOm3Fs9MGAP4z17SCP6eDe239Ss2Mxng+Iuaw1az2dDlyqD+Gcz3 +b11+pTaXDX+Z2wYQ+PmfJdfUReaxn9xw2fWYFwOoZDZk/sGcheKDL1kwQAij ++eXoD+xPpy4GD6sywGn7W2qPFvC88GRrVRZkgC6N2xnXf+L5FDay+9wEHfwR +vjNYuIjn4+BZUYN7dKC5eE/10C98nv0v0epcOoh43XGIuYS/T9UKCQfhfelO +1wvn31jvdAQcI+XwvlTxSGXbH7wvj6ppio7SABv1OF1qORsauSIO1WIa0It9 ++pzzL55Pw1dzb7jSQKTrgPIUZub3erUn/yJAsd5g2sAK1hPPxaLM6gjwbNPQ +QMs/7A84FaUmnCLA6r+vlcrZCHg5WSRWYjocGH14l8piJ+AD8cYaDTIcxD34 +0J/IQUA/vhLGdslwUFb9SdF3FQGZzAsnwuvCwIucrwchJwHtDmXubDEIA7w7 +J55tXU1A6Y8fr4e3hYId3tNbBdcQ0HlDFEwxDQU7jb8fWMBMj+OtMj8YAi5K +zz99w0XAHiOOZ3PxwWCY46dCBzcBy1Kk/e39goDg118ptTwEnPUXZD8FAoFF +z5++XF4CXn3a2CckGgD2Xl2RT+EjYJ/ZUR7RcT9Qe5o9JYyfgA7ZVWLfGn3B +yF7OPlsBAgbyDB6c2u8D1gdyyWsJEtDE3fxqqKE3sDHl3b9xLQHDOs6Jnv/u +CQ7KCzxZwXz0SPsUW4UHuMYttOWLEAHzH8qrvHZxB5+mhPc9XkfAM/Wn46lF +V7Dp2YbHjcL4+02rX3TpuQDHpk1yxesJuNet9fiZJEdwqEhi72ERAvZvGtqs +e9EONKVK90ZvIOCmAjmN8AFrMB4mK+suSsACENw2umQBpKzl9xhtJOColj3H +PnEz4Kai2COziYDvz83aPIkxAdmCKjLcYgT8Lb5KfqZoG7g1p7b7G+azFWlF +7+9qgZlBzUeD4jg/R93v7OxQAHJIZ3ObBAHVMtRfGq2sB96l+skXJPHzNWUF +3NenWo4cNuw+JkXABQNdvk51CdTGBNLJ0gQ8vU/ni0KYMppz2LErYDP+fYxe +73ZaBylqmT00l8H1EJV7U3inIQoQsZRSkcX3+/CbLXDYgU78st65To6Acm/V +rxcKmqP2N3ZdvzAPezZu1Ji3RIt3HSXfbyEgzYcf5PbbINULLkld8gTMcknK ++l1rj0JZ7p1XFAhYeI/nXEmaEzoT5yWRvxXfh8+Dx0Pyruihm29iqiLO54tp +RUC4oWX9gAc0JQKmRig1CH10R1riweKOygTkXW/luWTsiWgroQm6Kv+/TyWx +vBwvVDQa0SGuivMxV+qRPeyNHncyxDjUCLh9rVJjrKwvYq+Nih/H/Ol7Oe1b +mB/SPxHb/lSdgMnG7nIN5/xR1K6ETTc1cL1ftPcNeRKASnx2xpVqElCsxWVb +yVIg6ge77xNa+H63ND3eKBWM1sjs2xivTcA1RVuVDhqGIGPOA7FeOv//Pejq +bYVQFD+Wes9El4BeEe1+72tCUXnvIVF5PQK+flMxkKkahgavHY7h08f5tPDg +Tr8UhvjyiLtzmF+TqmLXpcMR3M/aMLyNgFcSXzF/ngxHu4KORd8zIOAPTlim +vhKOLpmduFNliOPRi+raxohArxVyRU4aETDDchOYfxiB1vLmRe01JuAc69AD +q600ZDlT0BYMCLihse+8cBoN7es/u97ahIAu7poZ8CkN1TWXRKpvJ+A5r5ni +Bkk6en/2fKvIDgLWaX1t9ImgI5H0CuFlzDYauhKilXRkG3GR+RESMPRLQssw +9tupNtW3H5kScEctKXl6PQNdV61bV2+G8y9jk6RhzkCf115lFJnj85f/O10S +zUBiP66jQxYE3C2VKDRwjIGcXjUKRVoS8MPmScX2KgbKuH2D7mKF30fnGIxo +Y6Dm8y0t26xxP0dvfV73mIEmslrXStsQUDfdq6RgkIGko+7SVtsSsOFwf+Lm +IQZyd2q/NYW5V8zXy+wFAxHanYLP7XD/gbviy48YCG3ojkD2BBxJKApwbWGg +b0s9N8sdCOjZIpRmWsFAW949ETjiiOubk2h8ms1APvefhSc5EbBCfs3KmnAG +Onrx+Q1fZwKuilyvMGnAQHeOvOQ3dSHgMw2FOwQXA/2IHw5TdCVg951c1c94 +H1LyeNss6EbAS79FTq0/g/clg/d8PzErNc6+lnGjo5MSH0PfuhOw+r5RixQ3 +HXX8+9zU4YHzv9+xUPIWDf36OMZb54nj1b9WrE2jIfWHkyGnvfDzI8OVO3lo +KKxupjHFG8cX5AoXqyJQ3slZnnAfAhZtrLj4yjwCdSf/CLbzxf2pdK1F+2U4 ++uu72KDlR8DB9y+WpBnhSHv7b+5N/gRs8tt3oO1bGGLI/g36h/nnWr4xzeQw +dHY1W8OXAALe4uZJOjMfip6Mc3A/CSSghInNQ8H4UMTxZHVQUxABo5UKNIiu +ELStnru+OJiA2lUyM5erg1F0Ph9XVggBuxo5Ho1mBqHSFMHAmFACvooT3rXb +IxANBK+77h5GQJAvDm5JBCAuC5E1xuEEbGXbvbLqjR8CihsDZCMIqG9GE7hy +xhcl8Ilf46bheLa3ighb+6CKb5Krv2NmSbaszvnuhV4NbPZ/SSdgy1zmSuoZ +T8R/U+5qGwPXk9QrdWsdD2RarMB5kYnrnSaPbB+5oeRDSn45kQT8/lujeiLQ +FVXRVK8kR+H+10rfp/DCCb2x1VgVGI31/606cv9qj9apa/taxBDQenT1X61Z +G2S1Tu+ySiwBT/Lz/8zHerh/YRuHcByOd87+d9A3M3R5yMhnCfOe1Xkx7Y+2 +ow+tJnXv4wm44ts2/6/OAG0oh+wPEwh4L6jjuxapjUvT3PtqIq73bnlhneat +KC3aqjY/Cddn7osLP6tFUL2zLVvaTgLG9tc9Ksj5bvxFx8GLvouA+6s5Hx/9 +IQnENzrXOCYTcPn6Ly6lDyrA+Y/rP93deL5APpOwMl1weMTDU2IPAScPbZxt +e2wEbrR7V3PsxfrjcaXzwzwEk5f8VsYxH516WviP2wJsPhbo8WwfARXjKv5u +XW8NPBJDqm7ux/V8Y33Q4Y12gPQM/1uaQsBGrZO2OhscwW1Dujt5gIBau17X +u/O5gO+SkZfiDxKw+GRpdeayK5Bnj1n2SiXg1PLjqOZ4d+D7Oc5texqun4uj +vC9fe4Bj3YkX5dMJ6NG+03ifhRe4e3nXH75DBPwnFrBK84I3WDi1x3Ue844P +LjOn2HyB8p79F4YzCGjPHJY18vIDQf4Hf9/LxPp5ODGzrdwfnNqR7lJ9GN+X +QcKz1rEA8EAus/JkFoH34+ae51uDwNKa7KW92QT8JqRpWxEYDDQmSecQgoBD +Is+9elghILzvSIU1SUD+WNW6X96hIL8h55c6hf3UKnnh4E+h4FHBSacNLALK +XH6YMxEbBlYOnC5fxnyk1ko++XsY0AnNX/x4hIAnHFZAf3w4YFoWOfYcJeBW ++XU1b7+Gg3NKxWX1xwgYMXL2dmJABOjjL/1ZlIP9m+CSI7M7AqyaLXPIOI7n +pzds/0+bBgxeVJ6PPEFA95FKxZ+naSDm1qUFl5P4ea4sVefvNHC+pMbe4BTW +h2NNuixrOniecblUOhfHv78t/Gg+HXAzrv1YfZqAldIZ5cbv6cDEvsFuGnOV +c83ltC0MkKjR/N/zMwS8vstlo1koA1QK35pHeQTUvOjtEZfPAEM/kW1FPgHX +161p+/6AAQRet5UcKSDg6mLLipYZBjC7c28uqZCAvkmPLG8LMcHuig4bvyJc +r/dujoypMkE12VVsepaAcI67Xt+UCd7GPJpVPIfr7X3mvyInJhB2fWy9tpiA +615NbFjryQTWek/P/cSc8uS8y0kPJkjZNPD9bQkBPxv4b5RwZIIryy+sHvxH +wOdawxNXtjPB6PtXZ+tK8fe+bQx0UmIC0Qevv50+T8DgCW/h33xM4FD9zvJA +GQHv16o9ahljgPScD0Xh5QS8KBvvXdDGAA1Jn2bsKgg40SdeWpTDAF+9vlpo +V+J6qQktfYz3BwnjicJNF3D8OWMRZhsZwFV6evof5ps7b3Kv7sf7Esd3868X +cb+SPM0qBN6XvswVPLlEwAGenrOdunhferQw1VRFwNxC6fGZYRqQufrLrKSa +gArS35+hAzTgefpPflYNAZWlZ9NsRGmAtXdlMqaWgBd4k/mu1ESA1gB2M486 +rM/pjqkCRhFgFnLmG1/G/Vlo2JZ9LxwoyHNNyl4h4LzH31xDy3Dgx81rynMV ++xty52m7e2EgZ4o/7zvmVd4uMu8Mw8D9p2snXl7D85f10FeqNhT8bBSGd64T +sEYiZ53WplCgUrThzMV6Ai456+dmsIWA4NRN4zkN+L7u5BksdgaB3DCJHbsb +sX8bMo+XzAoEnVbSpwObsN7t2V7sYhgA/ijLjlk0EzAkV0B87qMf0BSU3656 +A8+33VvWR5K+IGJua67wTQJqxI/GbNriAwoGlb8uYS6z/Fsee8ML9LSomXy4 +RcADpXaNTy09wb//NE89bMH1uJy8XN/jDvQO63y5irD/ausVyXJ0A5FMfVBw +G+th1TZm3AkXUOxgeDKtFe8L1w5tTD/gCJ5qgs/0NgIaFRd7qgTbAU6RHcZO +d7Af97pdFWJoDQx/mZ7Qu0vAmKYr7cJ8FiDujcUniXt4n+lxjEm+AkHZXWuj +VfcJOPb3nM1/wAi8qLQ7PoE54UDFStEdHcDDcvz4rB3vFwPW7zr2KYHtcS6G +tzoIyOf4JPtlnyhIcnPPOf8A10O6VJr7wkTLRX2vUbIT6708q2nmlBQaFvM1 +SOgi4KPSBvnZ96pIcMX/mPdD3O+ay7vP7ddD5qNBH7Z3EzDtuJTeu7/GaE9n +6DaFRwS0LXDcX9JqimpqIo7y9xCQYaobOrhogUaOM97PYx6uvihZqGaD1u+K +0n/di897u3/dqL89svGJPXL/MQHNyjj5mjKc0AGQMFL9BM/XH+L3eVxd0dXN +O/VO9RFQj9d+VcawG/q4ajdr31Nc3wJ4dIR4oE1je9+FPCOgiIdLqfeIJ3Ls +TdG16Sfg8VPzP+/4eqND11IpjQECmo81nyV7fFDjmUNvNzzH+i+2Q9PAwA+N +7Tus8xfzv5UnNv7Yj0sGEeSnFwR0IxuOpi0GIDcz1pueQaxHosRrXYcglK1w +TLvhJQFVi4k9/PnB6BbPCeLsKwJKBSpvLnkZgqanT73OGML1WvL4vzYyFMn2 +n9GKGsZ+Xygto0I6DHk1F2S7vsbz7+naTodrYejI2bPDBm8I+EfII4M0CUdt +aSWam9/i99M6gpXaw9Fc+PmsNe9wfVb2XGW3jEBbbSqGpjGf9Ys6ONYWgfxV +L2q8GCEgj+fKyQZdGjq+tvrw7fcE5PozcQyU01D7fO2rig8EFDB2nvXnpaPF +l1fUj44SMDzCXX0mho5Ub1/P3PkR9+eRszUDnXQUcr7xpd8nAjb/DX09Kc5A +p7NuqJl9JuDDA0uWYpEM1BXZkqH0Bc9T2QqW6RUGWnZsHVz7lYDqx6V3204z +kJb2XdVFzIKm5qvFFZiItqH90LsxAlqsSOw678VEhUsPXjwYJ+DhKzk7utOY +qPftQ5XLEwScaVilknWeidju96SfmcTzYeSWe3sLE+lffPL8wBTuh916agce +M1HUkWfKEdMEzLHpJ8tfMVFJ/PM0+xmslyTrnM4bJnrm/nJA+xue5zfsORXx +76sNhpXEvhMwcfpPd2ovExlJvE1lm8XPe+wOM7jFRPH/Rvq/Yhbq8b7q/R8T +lX8cVeybw/G+nuH+cICJBrs+H2yex36SI033nRsT8daNPSv5QcB6ZEH3lWGi +HScnt2Yv4PijzC0CvzLQzuSZA7E/CWgcuHXk10UGuuQ7+9RjkYA6RGUTDGGg +1yY/FMAvrFcfE6othRhorexiitwSAQ3KbqxItdCRxerffTy/8fw5p+fzKZCO +9o4vy89iPqnPqqv/RUO1j//tf/UH57d7zPpiDg29v87Rd2cZ61V4+413EjQk +kr9a/tJf7P873z9LrYhAtinc+4+vELDk9K3/LslHoIPBfE92/yPgsfh9Xpml +4eiaueCWIDYSdh+747JNJBx93rpunyU7CSt6x9hnMsOQGJ/IY1UOEtbJZI69 +mAxFTt9E5davImEZ+/c0SZdQlDEgtvc3ZtZubeYnvxDUdEOy9wMnCYd4vtUL +8wWj8XObZbtXk9D381sNtfpAJH1Ibs+1NSQ8V3elsdglALnTFHoKuEjIGT3K +GvjohwhbJZl0bhJ+4NhkYpHgi1rUVHczeEhILbqlhc15oxkhjUdOvCSc8lHl +uhTnheQWtDbr85FQtQ/GnfjggXyGdJMl+Ul4L2xiudDZHR1t3da9SoCEnYG9 +ZyybXNGdMiPpScxH053/qqg5o/lsk139giS88UU7U+6jPVKMhg9vrSVh+Iak +H2knbVCAs7lUmRAJYyYsIj30LdFJHaud1DoSbq5/l9Dcb4o6RG27EoRxfIo3 +jh0eMEa/fttL+qwnYVEo8XnLoi5SG3FK2iFCwlUyJfc3Kqig0HbXToUNJLS3 +sk//WboJnbnkISEgSsJ/+UNNyg/HjLuPeif+wHyiVI0sfykN/ib4PXi9kYTR +G/5aBNqpA23PQPH2TSQ03/w11PqkPqAbhiTUiJFwVu1DCn2PCSiSDO84JU5C +qYH30yE1ZuAxG11svwQ+X5NPRraIFeD4zIwPlSTh+cepsun7bMG27uh2Gymc +/1HtDuUXDiD6ctwmTWkSvpy9LEBTdgH/nUqME91MwjSd9X5cxm6gf/eu+38x +p7I0otYMu4M1/ns2fpYh4YL2kr5csicAO/bH9sqSsNThmWcflzdIkDt4r0GO +hK7KCVuyzviAijXpoue2kFBIsPLXTTE/8HIiIyZTnoQgLcZ9LN8f8PVl3Y1S +IOHzLdWrT/AFAthAbnDbiuvBzyVGbW8QSC44Em2oSEKyWyvHfCgYVB3IubNZ +Cd9/uKtKLfYLb0JOinApk9A5pnRo751QIGR5OmoG85lt37/2hoYBS6X8thcq +JOSeu1qYtBwG9vEXrW9VJaGM+7Y5jdxwcPn7uchKNRL6x1UM9MlGgA/P/2s9 +qk7Ca2g3l2xtBNhwq0x4lwYJFbYZes+q04BdSSXTX5OEAVDy7LoaGkjNuHTb +TAvfpwfs89xMB9fpNeuUtUn4ru2KwskcOvhid5khpENCE7Oyded+0IG4xjW0 +iHlyqcjfxZMBnIUbhEZ0SciMllFj1TFA5s8meqceCXnKH8gq/mWA5uGbLZf1 +SahcU+XFa80EE21obd42Es6xT8aJkkywuaKNdtCAhL0jtCrtu0zgQd67FWFI +wiPa+h8tZ5mAjOkQdDAi4RX3lhogHgmQS1eEjjH+vjcw4wSR4Jvuo5tigIQd ++bsvnvCIBFs2PRZgNyHhTJj3+WcRkcB3uS98DLO28fl7d2MiwbH3/Tf6tuN+ +SjqV4I35bscL/hs7SCia/Pzz8fBI8KPqVdh/kITjEqMgyi0SKOW8bs42JaGN +4hz9q0EkCEx6xxdnRsI72tJGgqKR4JTXh1BPcxI2E4IxnyeZ4IHRpyZgQUIl +x/KTe28xwZLUV94tliQsuMcl05/GBOocEyG8ViSUV+yJXW3CBGFfphpnMXce +XaqQn2WAvEffeIasSfimdb7b6j8GeHRlLviuDa6PsW+NGRYMsJK70HDJloTH +3qDVP/A+orP3F/cJOxI+lJOVQ3vogBHwJ2iPPQm5crTUfnHSwVm4Uh/kQMJD +Dcq/nxylgSdb2LmtHEn4XnyFl8FHA6u4OYPUnEjIX2h58MvhCGAwtaZ+vTMJ +9y99/HdgIRzEPOXh+oN5Kfpzj2doOCht5A8cdSGh+LOqE2UdYWCgcO31blfc +75ezI/LkwgBXqvCa6274ezsmWugpocAkbENAoTsJP7u+qjhTGAISrTZdS/fA +eq3VavhbKxhUKkusZnqSMHtYISa5LRC8EpD2d/YiYfo13bx0swDAPydzVd8b +62mqh1Bxix8wG9zCKeWD9S1CmMdZxRfsbtnqx+mL632do5/UKW9Q/Z/ylUnM +sbcrvfO+eYK3mWqrBvxIuFaXrcrS2gOsY2r6tviTcM1Os42teW7AykHnclkA +CaNuN7RvbXUBKZr6HKxA3G91yqvazB3BlfWGPolBWE9m2H7varUFo4vGdT7B +JHziuBiWoWEFRN9sZ4chuP+yeuGWAjNgf9fUe2soCSP6xKb0ZgFIq7SoFQjD ++uzx8rp3lR5ooKzZFjAz3Ly/JdepgK+xdl5vwkkorXNqtm9hI5Bwc6xpjyCh +ioPOrOPPhRYXfZd/NTR8nvH3vlEHZNFhMXfPXDqud92VlbfiWujGX8/q/Qys +vx9lz5klG6CpDz4roUwS5gqq9MOuHUim09/DNhLrr+nPy8XcFsizJqhKMwr3 +T5KjzMNL1og6HvpXNJqEEqIOEc+hPbq9M8J9BfN7ZR3t3X1O6Ls349LnGBJ6 +75ZXvVbjihRA1HJvLAnt/qmJKEa6I7/NsW6NcSQM25Tz7+BmT5SzKuHiuXgS +0mIHvNY99UL3vib9yUzA+Z8S2Gu13wct9CS7RidifZ8d/HFQ3A8pX9t7wS2J +hCkgtleqwR8Fn0n5bbgT32f+7/MnzQNR7r5UF5ldWD9zwA/Th0GoM/BQJVcy +CU8+kQopsQhBv00PL81gvnh/7COffyjSUCCcB3fj++z/9ziXPwyF87AqWveQ +cLGCZJO5FYYKpo/+qtxLwupnZ9bsDAlHPc+OOx3bR8KB33cP2P0LR/+aTpXv +2k/C3+ieQlRhBNI9e2bRPwXrvzyTP1+FhphpBY7mB7Dej7w5WdBEQ+fCz5Yp +H8R68saSMDCio6fWJT+FUkmotpOyNG+iI07V8w6/MHdpFN4llBnIcG3F+ZE0 +XO98GecH8xgodv7CQmc6Cf9+anNY85uBzr+ssr9yiISZfUKrprH/fI5qS/My +cP7enp2mVTMRz/krPw5m4viXnqs6/GCi7VnX7WiHSXgh2Phr+rZIlBTZ+J9D +FgnXORSFfEmIRBccb8zrZJOw1T3vN+18JBrSarEVJ0j46t8Lp89dkUhgQ2sJ +O4mfz3uj5vklEpkv3Zkbw5wfeeR62Z9ItOftfZunFO5H7bdW97iiUM29B8U3 +WCQ8HFtdW80bhd5deDj73xGsl9rsnF6cUUj4SI81cZSEH5lKA3d/RCLr+Cfn +4o7hedpLcM28jkQH3J9998whoSE0WXp/KxJd3fbcyuQ4CZs4VxLKjkeij+Iv +z245geuj9m6psX8k2vhv6BvvSRImJUqqIslI5PDxjeUc5lvZ0Zv1B5kovWuk +aOgUCdmsd861EkzUWDs6czcXz7MPOqnxGkw0duKzRdVpEmaIey2GP2YgyeSx +whNncP9wOs60RDCQq+/k9J48En4tub2jaJaOskxmzIPzsV+cruOR30tHN2Vm +C6wKSOgifqI66wcNTXP+mFIrJOHg/Mqlr1E0JDv+00ykCMf3OPzywZcRyOvx +Uv4fzGIf6pP3bI9ArOvLk6NncT2yO7fwFoej1rx/po/O4XrKeKC6cz4Mze7n +yL9ejOsj8LDnmEUY2hq8erKwhIR+dtuP1eaEIn9zbtND/5Hw0bTbnaWyEHR8 +K18esxTf/02nZSgZjO7zCk44nyehVtzgjuYjgejnjBDcVobrd1Dg3fS0P1IZ +WH9GqhzXe2r1h4PWfijkhug4ZwU+n4vjs79nfNDpc2I7pjDbZcWlrh32Ql3p +kqcHKkko62bV7Snqif5EbB5ruUBC03eTccn27kjTVm57+UUS7hmSb9+01xVF +qCnksi6ReB8QZBsxckKFQkpfE6tIWG5t9dt9vx3q/aFi4ltNwtfnuSZ/XLZC +bEPqp2ANCfNyCgjtITOk16r1ZWstrv9V8Qd//AIoskwXCNbhen5UyWDp6KHi +7G0nFzDvm/HqVOpQQs+ijD6/uYz9eljzkKGKMFrtbGLccQXX935HJT+KFxjp +wBO1V7FflFGpiQnYCuJEzT/lXsP3Y1gpEMetC8p+WxqlXMf+b72/r8o7YzD4 +zuZ4WD2e3/d/Bs17mQHedvuPtg34fot4vzkZWIEdl5wMtRpJ2Fj+/kT5Ojuw +86hrzsYm7CebhGITPzqCiwkeoyuY33johhR7uYJhD2+DL814nk+ebbij6w7W +Gvode3yDhHz+RvfpfJ7AQjLwQ+NNErZpbVr1/LUX2MsWsq34FgnbA1Jk3St9 +QO2nsKOHW7A/zCOsVGh+YOQh7X00IuGn9RcDqsUDwPrLTH332yQMuS0UvLkr +ENieij5i1Irj5YkuGYkMBgd3x43ItJHQdlyMy+xfCLjml6jHfYeEf4Zlt/V1 +hIJP23exvmE+YrMcXns4DGyS2/Nu8C7eP7SVb38B4cBxzX7dtnsk3CLLsNef +DgcZEweoC/fxfJfWynEqiABNT9LeHmvH/tHG5eyYEQ2M12foJHdgPVFmN7n/ +nAakCrLIgAd4P6M6hYqYdOB2gHxj3omZ+aZCY44OskOOaKt0kfCyWcxxm2QG +aLHIIdY9JOGOxaPHa6cZYEbx5OtfmAnZ/HKFYCaQ4z+t9b4b5/f5HZmsB0zg +/T0vu+sRrkfZ5r7CLZHgyPPC4Ss9eB8YfPDbcF8kaLt5TjO/l4Tf+Zep7e2R +YL74v6zUxyTU4Shbe5gzCihmlA3RnmD/JNHxcRxEgQB6pYZjH9a/582q3lFR +4ITdpcO6T7G+lebOXD0WBdrVa16JPyPh1dlW2Y8XosDiusvqHP34fTIPmkYa +o4Daz6uZ45ht7OPKim5FgdDh+pdPB0hIb3kzzo1/P9PWpHbzOQnvS4vXKVdG +gYflNzNKX+B5E1Epu8yKAssEGiQG8X1b2F3KokcBrZg21fiX+H5039/u2RYF +6C73Dnm9wvV9m+J99zcSFOl2vDAZImHtuoOBvS2R4PHGLhX5YRLyNsRV1sZF +Avbl7nS+11gfqjzmz2B/qv++9/kc5iBhtPtCExNEdfQpD7/B/uhnWOyKPRP8 +V9Wfdu8t1oP0I3IPBhmg/9iLgap3/9fb4M9yfgywJumV0skR7NfiUhYs++nA +2Ot16t73JIyX+3ww0JwO4o3e9Qd/IOFdg/aU/6ppoFzqg6L1KN4HuO/fsOCm +gZfsnw6qf8T1Xlh9hQqOAHxfvjwT+YT99kX5A5frwgF8NL51GbOY4N72hbkw +sOvK1IGPn7F/nQj7r0o7DFzK/fb00Re8H1IbDglFhYLXe+YU6r+SUH+qSOOn +TggQClhIKRrD/sSflbyTCAKW8FffoXHsr2NeZm1/HAD2bfkjHzmB66dk4ydO +bn9Qx7Wy32US6+vLG+UHDHzB+0m2vm1TJGzZcE3KP9AbiDxdJS89TcJt0+hm +0F5PYNe4Zv/qGbzvOXw7ZctyB6mFPE+mMOszz+/4kOsKrh/k3/L8G94vHtnN +fFJ2Ap9D1+5D3//vby+V5snYATEr4cfls3je9566u4/PCjgpb5A7Mof136Zv +znDKFGQKbNqbNI/1JsdkswDLCDTPivf6/sB+tyRtg4aaNph4ISVrukBCOcOk +ZyePyALpFpk9ij9xfes5GzxceGHs/t+WHsFFPK9XutLstGUQkblV5ifm9uev +Ll+gtBBiKO9++4uEOT1NHBU/DNE3e7VHHUsk3OW5fzurzhRt0dTcXPcbx7O5 +b0BvyBL5rNdJPv0H7xOdP26dWLFFRxf1ulOW8Tyv+dQ7KO6E7rw2kA7/i/39 +7XKWfL4r+nHHeJfdCp63TxdMzhS6I6XK7Q+1/mG//+Kc/dvTniiQMpXaxEbB +zSflrsqT3uhkrMXOf5hbKyyXTiX5og5X664v7BRcdHWpcnH3R7/07CSfcFDw +fH0pdVQpEKmLOSY1raKgyDQU3TsfhML+OncWc1IwfsD+qU19CMr74CaRtZqC +bDnHHkvUh6LuB56JMWsoaKiSd9Q8Kwz9rfZ54M5FQUUbk79GLuFI+7i/uDE3 +BU9yTNVfFI5AjJ1BCbI8FNy7lSWl9SQCnfUO7eDmpeC21aY3DmXQ0BPjCLHv +mL92PlazVqMjjs2M+Jd8FGwWmTus/YSOtq2Kam/jp6CJuLT5IoOBYr7GbLoo +QMHIm5KnXH4yUGlPfFyOIAVjPT+E/zzARANXk+4nr8XxjbzKrV1kIq4zyRsD +hSgY+K2CSzcqEoF9e2Mt1lHwkcu7Z55PI1FCYMo9FWEKlngb2L1Vi0KVpqmi +wusp6M0+r1SSFoVeyR+KWcLMpgSqox5EIX6ew3ffi1CwbrdWkSR7NDKdzt7w +cAMFDXocdp3RjkbJz6joq6IUVFrruavROxpVNR29k7+Rgj/CadW0xGj0tui4 +SNomCt5nrObNTYtG69JORdHFKPjYZOygRkY0sgo/0+YoTsGrnI3jWvui0X7r +gvV6EhScUOezyIuIRpdVzkZKSFIwwdjreKBFNPogWNLKIYXPn6QwcWxjNBKd +LxWewOz1SOm09vsoZP+ynPlMmoKz59588i+JQmnowu2bmyko3XrbT9olCtWX +Vq07L0NB5/J+Kn8hEn05XMsgZSm47tk7mY8nI5F45BUUL0fBcunR90qykcjF +8bqQ9xYKLq2bzTl1kYkOazXSt8tTsGL8wLiDLBPdELnRIq9A/f//45UfPcVA +k79ureXfiuNT22XBWqSjzW9v0+Yxv3t8dEumBx153Ltza1iRgvdyuJ1vXqAh +PAwF7ytRsC1XM37nTAS6zXoQUa1MQblDho1/1CPQ97iHN0+qULDsHjuqoIUj +efcegX2qFIz5HhzVlhuGfLc9CQ9RoyC/qPHzipuh6Jj4sxvW6hS0dq4zCL0c +gu6tDPBraFBQKLPzODEchBZGB8M2aFLQ7mSoeeZSAFLuGmpexjyfuVVMjs8f +BdW+4fukRUF4LLYVCPmiUydGQnu0KdiBRMJqebzRg12jTfU6+Ps5HVEevzzQ +b5/PvGd1cfzSWwQl37ohDZOxkAw9Cko6+Y5/TnJB4TKTjZH6FHzAXXUpT8wB +5XPO8Lhuw/VY/Jx/W4M1ejT2PdjAgIJcW8Ls20zN0UrvfIO0IQW1fu0N86cA +0r3+k3uNEQWfnyssE0rXQcy8paBpzPu/P9obOyCHzu1frn9uTEGOeV07NomB +lr6gf1y3AQVBkbKxfbUsWGXOEVRhQkGnefHvTgvawGDr6voj2ynoNxr/zX8d +ALG83Fw7d1Bwx7Ilv4OwOTg/wxvoByn4X9uRnbQ8a/C8X+C6qSkFh5/ziY2s +dQDcN4TWKJnhetXcJlme7gJMzq0PWGtOwd7bfucdZt1AYrrotZ+YT6+L/Okl +4QkuRIitfmeBz7PtsvC4iTcYspH0f2BJwVQ/ejubly8QUNt8tc6Kgs/E/2wu +DvcHZkJynGesKXgYfOZsowWC3T/k/Q7YUPDtTZ8Tcf7BoPqV4pVwWwraFFU6 +BMiGgne3VVbZ2+F65dYU8RIMA8Jl6r7a9hQ0bmZPvTofBqyztS5vcqCghZPG +3K+n4SAlSpeDzRG/f95Wpf1CBLjitM3nK2bDhaTgiiQaGNU2qnvihPvjXl+G +jh4dbBQ1YW92xvVzM2yfwDQdOPze4V3iQsGItEr7F+cYIP2dWW2WKwXpcgZ+ +mqZM0HDfki3WjYLpZPPxB0NM8PWijZeHOwWVW2OPW0dGAomj9jXGHhQMkev9 +QJ+MBK4JTv9kPfH3drMrvAmPAlkerp48Xji/3ee0mE+iwE0Dj+rvmCcKSuEj +9WgwJeG98tKbgtr3BESfHIoGMmx+Hnd8KJjvvHWLWVc08PwUUHXRF58n63TZ +IlsMYD0M/pvjh/XoU2FTj3oMaK0Lc9/tj/8+2pEqcYoBsydplwIDcP60MkM8 +QmOAwm7mskUgzs9gWuMQPQb4+UW7qQZRcG1xjdWW4BiQsz3uonAwBdff/qSo +bBcD7ssm/lnC/G4T78DE1hjwc/Uu1w8hFLRt2KEWvxgNVCZ2X3gYSkH9i6PH +7rREg+An+35fDaPg97MCXbOJ0SC3/oBLQTgFaxwEtkqLR4PO/LTKtAgK7s40 +i6U1R4E/KRlLdBoFfaQknkxYRQHNkCxnJzoFj1amjr99GAkiLMgKPQbW1zL1 +lkQYCQoUj/ySYOL5YS5w9E01E/Tw5TitiqTgNK/5p1BuJmD7fqJ8AvOpq0O7 +LAIYQO957uKzKAqGelv/6iung8ibeY63ojHrPJHzHaGB4uLCsvMxuL9z/Pfr +rqOBp4fO/SRjsb7KDOveMYwAnPT/HBLiKCixXX5TsHc4MLIrO+8dT8Ep2Tz3 +fdFhIE69cmF7AgWzEh/ZHdgdCsrWXbJXSMTxMxtH678FgxcL1aX8SRQMJ+20 +RD4FAp7huh/zmKd2bo0R7vYH29uu2r3eSUFP7SjGlVJfsLO8/r/7uyioIXSf +ORvpDS4STfPVyfj+7llenVLwBMPRN21P7cb3x7OG/dZLNyDogkr27aFgEu+w +0dSKMzDXbZsL2UvBgAPc+8+Y2IM9G+/Z2OzD87NRcH17tBWo/dNerLGfgm6r +GmRfHzUFIyOdsxtSKPhK/fmdXEsDsL6j2/ovZlr7Ehv/fRVgU9V77tMBCk66 +6z+1OckHDhzr+95zkIKf8vsXDwqIo6uJ/VYNqRRsuc6c3JKihT55vjh7No2C +lyVoqppxxmiT0atvGek436rNpg2q5shR6rVl1CE8fwPz6gfFbNAh9ndFrhm4 +/t2PLO1acUCNn9/PGGRSsPb7vqD0GFc01v3RYvNhCrpY17bveeqOpK58KVyT +heuVoVzwVs0LueWOT09jrvqty52c7oOy90yZv8jG9SGbe+tvpx+65f+t4DaB +71eyIcqcIxBN75jD6zsFg+YvnRPUCkayWxbMjlI43vLEzWcVQ5E316/8nSwK +6gU/rbHSDENHJn9P+h3BehTl77hfIxy19f01xX8A9/1x46+Sj0BzDWz5Ssew +nobEf7NdR0NbC1dNrs2hYIGfvdXLeRryP7jGdBHz27qqH/09dHQilCfv3XGc +b7rgw7uFDNRuyT/x4AQFb45YNqv4M9Gi0lp4+STWSzagfH5tJFIVED5z5hSe +pw/lLZpvRqKQWZHxA7nY/71clOH2ikKnX2zcEXEa51dqUMzgUxR6eEv8tP0Z +rDfXs5Yn6NFouURqTDuPgm9GWHb9Q9FIK1Nmu1g+BWXvZkaXwxhEY2zJZSug +4I0LeV82FsSgQvutX79iXpBvzP05EoN6NZRN+gopKJMue4dHPBaxr1c71VxE +wcE37aHyVrFIf1HjS8lZXM8K6gayYbEo6rU2yD6H583ZtzOjcbGo5I7eydhi +rL/lF6FnTCx6VmHw2aOEgoJL0Wsi/WLRasrYGPyH75/eECBmGIuMY7efkCul +YHL6w/IYrlgU72r6iec87g+FqYLorhhUrmdhNIu5+NC+QJV9MWhwk/XxV2UU +DOuIOdAlFoN4/9p+vFNOwVtCpZ8ZddFoxwcHw0sVFMwLPjOprxWNdj1wzjle +SUHTrING0Rei0KVqt9HdF7A/+PSvy4w/Cr3O8TQIukhB/36hRxz0SLR2p88x +y0u4PgbN8v5cZSILb/8PqlVYjzw8szOnGWivcdC29dUUHN0V9npBioHqpEOP +/sYsM7uqCJnR0XuOiPcfarA+bNLxMfOjIZGvdP3uWjxfpKM2LdMikG1P5JFr +dRTc4CAjGkkPRwevxowUXMZ+NbCD4g4IQ9dOx+ulX6Gg/Up8LNM6FH3em8Ri +XMX5vXc9XcU1GIkFJr9zuob9/Y7kdDf2QORkuldX/zruB7/PMLXMD2XIp1CS +9RS8m1uaMaftg5q4U9+uasDz6qvPTbZGTzQ+la4zifmawTYau7I7kn6WSfY3 +Yr/FUdZ1Rd4FuTdlv7nVRMFVSj4pb0btEFFEaZc1U/DFFbv7O09YopbUowR1 +g4INV45VPPbfgWbCjr9OuElBV+1LurvTdZGc9Sktn1v4/JK97VMKsshH5Uz2 +jhbsV5C+soD8KnBUsGBYAVFQfbWFZew9FXBnrkhT4DbOV8p2w+AAQzA/WJz1 +A3N6abOeyCUzoIhKh1634vsZ+rY2RMwGBJSWa7S3UdCI58+FiAxHcPLwhcM1 +dygonK2W8WfaFXQwq16duov75bLg8V+5HuCXQ636/nsU5Ftf5rFRwxuoaV3J +DL1PweyPNundrb4gVOT6S5t2PD8lWctZpgEg71eDmmYH1t9vCh86GoNA95vm +DNEHeP72K6pn84eCv3dvDf7FLF3O0TujHwa0L9xW/dyJ85XiFvDVKxzQWXcO +9Xbh+al13xPFRICiuPsvGh5SMG7TBuHbe2jgidsDlXPduF+dXI1M99ABx7aH +6ZmPsH/4bq9eGcUA28R7nkf1YH3XuLbf3pUJolceK7v14udXnhkVK0eC/0af +phk+xvGezTzCsxAJ+jsHBjY/wftEpdEXnvoowFU7qMTVR8ErUSGkZGg0ACeG +UmcwS7oxOh6uRIOEXW/6XzzF8R5ri/wvJwZU+Iwotj7D+ff35tnGHwtegtGD +lf0U/Lfho7d2Sizgk/n87OgABblZO6LBy1hgyjm2dddzfD6Zy/w8W+JA8tjE +Af8XFJy7u3PRNygOVPVOPzUbpOCRBxnrf2THgTfXvisov6Tgk5HN1y8XxwGh +vPkUoVdYf0q8myPK4oDl/p99i5hlb6T2rJyOA/uDluRHhij4etEzc2dyHLhs +try/cxjnU80rudU8DnxQ+Pfk8msKft6lGDS+Egs28HLI573B+svPps5XHQvs +Zjj3H3xLQR2fYmELs1iQ2s/1JOId9iMfZQ7f7ooB9c28WxxGKHhMfbXBFZMY +8OWswD6d9/j+CjZt9j8fDcTThR6LfaCg5rS/j8B8FHCOWC/HPoq/31q5VkY/ +CmTaiO4dw9w+3Ru3wIgEzapivX0f8f725WDUH4oJJtdKyt74hPX5uOr5Guwn +N/+Q3vPfZwr2VyXKEKV04PFKtif7C56nnZe0JPJogLwtLxP3FedPpJqPPTUC +oPOKuz3H8D4dOVz0yiccfMtSeQTGKRi12LbZcWsYkI9S37xlAusl/9mXUv0h +wNdJK5l3EudDc8f3W2ZB4Ji2bvcs5obKVr6FYn9wd8M26aEpPA/rm2OZn33A +jyXDXXensZ5o3da8KekFlN6Bh5dmcH2/4AwptnQHQfd3SJ34RsE/p33/1rY6 +g1MXzXbu+Y7vi2NGhDFsCx4csewKmsX91Cc/tOmjOViKt5G0mqPg+K9LWetv +GAF1D/sktXkK7iHUbu2QVgVhBk6d63/g9034qgiHLxjnS7hK/MEcf1G5c9Ur +BfTon3vi6AIFWzdnL7toGqCVj14Pun9ivejZyPm+yQzpPPQVv75IwWY3SfvS +XhvEqAtIKPyF75vGOjz00gmdPRnckb5EwcC3QO/euBvqSw4TY/7Gz8eydB++ +9USr/Gjxzn+wvxv7e/3fAx9ksJ3Zrr9MwSa/7Oao8/4oRjZ6k9RfvC9b0CsE +YoJQ6eq4OM4VvF/UrHm+vC4UDYwn3J/EbFjoI1BOC0PcT3ZuHPhHwacqJ6KI +unBkUr87toWNBeU25JjdGYtAifn77pWxs2BeP4MrchMdVaYcEGVxsGAV6TxZ +bsxAr4LTYhJXsaCJnF1WkTMT8Vtk3PXhZMFHded3pXpEIjPFrA1wNQseqr7P +ybKNQrv5yOita1iwINm5+59aNKr+xrojwMWCDElJXU22GPR24JjIAubXAjxK +Cfdi0LqbJ6LecLPguNyX43KJsciqOLetnYcFaTe2vbjBF4dSDuWtr+VlwbLi +/OTq03HoCq0wMpePBdsKz8SmccWjUdtzrfv5WfCA84vmR4x4JKr+n3CYAAs6 +Gq1t0rwej+zXlTFtBVnQ827PmcAv8ShtoeK25loW3KfncFlwTQJqGLq4bqMQ +C7788eD5OqEE9LW1mrGC2eBwTrUpZwKSKK9Dn9exYGtG9Ius0XjkQlwVeiyM +3ydqYvOyJh4djq6nN67H8S6fDTYNikc3nJtazomw4Odp/nWvluLQlM7NtYc3 +sGB570OOzkNxSGYjokWLsiDxTqzAbC4Wef5pveW2kQULPW7OnXKORdTIXUGj +TSxYXR2wIJAfg263t0fIiLFgaLKwomR3NJq91HmTS5wFRTbtOqczFoUUjnUL +fMP821qje3A+Evkl9oYPSrDgNTToUTLFRDmefTdaJVkw+dKWh8oDDHTPsJ// +ghQLdrzZ6qFRRUcLki/Cjkmz4E9GV3RMLA2psL9q3rWZBVfTViKvykSg4M/D +fAEyLDhvaig1+CAM5Xa/DTWXZUHreRv3h4GhqPPy+yZlORY8Gamf+7M3CP0+ +9ZF33RYWPDLf6vq+yx9p7PkS8gvzJr0v7Yw6HxThP944Is+C3GUnJG8e9EQF +O6Z4uhRY0HuWtUcUuKEeuW/BV7ayYG9eT0fdgAP6t2auIU+RBS91ZHe0iFoh +3ckf3KlKLLjdi9spgzJBzL7FIJoyCxbftxEWzFZHxQ2/6x1UWJDnWP2o2M2p +lqcFf7l0VVlwbQGHy9s1KoDzIFuQuBo+v4mf3eEZY2AYuqqeXZ0FL7oOXkiI +tASxlmu4xjEH3X21f9zFAZxX4gl8qsGCr+beSCiLuIEX/PzXb2iyYJ36+mWF +PZ6AZ1ZwTakWC0buyPy1vccHbH+xLoDQZsF4yOvaJRQAkm6JXIvTYUH5iMR/ +UpbB4ELJxtVeuiy4omYy6349FAxliPub6OH3LT9hftELB4IMqatb9FkQbp/z +IGojgLm9DCffNhacG6y8/3M9HezR2OI3h9lw+tjYqjgGqBHeemXIgAXJOqBx +uIkJ3v1UWnXPkAWP8yYZek5FAuHXqr5VRvh7tZnfw4Sigc0djcsnjFnQg583 +rUImBhyo0ObYC1jQ5+BpWynJWHCV1PMJNmHBr5p/Pn9gjwMfYwzqrLaz4D/P +Nv71z+LARldjdvUdLHg9WjlulIoHDnrbvUUgC4Yo9B7LVUoAhzaZ1v7B7K+n +Xrb3agJoXDZn+2jKgo1l3coHBRPB2Hsrr0dmLNiuPW5sY5gIJB/Y1lw3Z0Gu +7amvPnomAtdqh3+FFiwolfdFZAstEWTlOHsessT5Sy0+/p6eCG4luVUzrVhQ +kvfZJQ7/RDDt5bnibI37JyCkI8U0Ecga+3hss8H9LOybbiWWCLyk/aukbHG/ +9u2ofPEwAbA4gv5y2uHz/HgXs2yRAFq/hLhPYe7Qidy7vTIezD0KvzRgz4KH +rcv1Z8bjwNar9OUWBxa8N+gTd2BDHPA/HelW7ojrtTZLP0oxFhzfG3OR5YSf +P9M55I7zeT8g/k+iMwumLm6vmWCLBj9hkquvC66nj0ebl7ojgap88gXoyoJZ +hHRyyEEmCOHe+3urGwu6FXC5rhNjgNNT+10E3VmwxWmnmngZDXQ9PVi5gPnv +yrHuog0R4E9j+tIbD1y/7O/EOvaGAc2iTOcOTxZ0frCe896pEEBLza6o9WLB +mbsp3LkigaAwjPqV643rsWrV1f4UX9BrddQpxYcFp8bvDR7o8gRsKsfLw3yx +fu04eO3CX1egJ3hq0dYPn8+gYp7XzB5Ezp121PJnwXqlX4qDDHNQMphftjGA +Be88bnq79EUPPGsp+rmC+baURNDThPVgdWmxw5dAFkRt45vtj2xFRodLzz8O +YsGlkyNj/XEAxTHLFxqDsd5sOLahvssKlTlcsC8OwfripHj30GMnNKhZVXo4 +lAWvxi6di3/vjnhFan9Eh2E9K4yskn/sjXb8umznHs6CAT3Br7dU+6Odb679 +ZxSB9caSiLmeGIwu3m2Yl6Hh+fAyfolfKAwNVzbbctNZ8N1r47ThoXC0lnWr +5Bvm0JcqTj9O05BF3O25QQYLHv2kcyjfBO9Lbnds2pgs+H3ipBB3PxPV6t8v +vhDJgjdM6JXF7lFoROzB7LEoFrT9+civ+XY0Wr/SZZ0czYLaJ9pyugRjke3o +o3MBMTheTs4ST5s4dLDz8XfzWBZ84WBSskCLR9dqnlqpxLHgzZoofl9GAvp0 +fODsungWTEvLNpZRSESbdg1++4WZlNvD0UkmIkefIcv3Cfg873byFg0nogzw +pqgrkQWfTLzqk5NKQk2bR2auJOH7z19x/+OchMZXjVrk78Tz4fxcW3dCEpIa ++1SYuosF81UF1lilJyG33q/TtGQcz1XGTr3UJERcmzB33I31ojBQOTEqCbWc +mS7Q3cOCvAOWZR8sktDMvu9T4ntZ0KEkhTuLPwnJBc2bcexjwbdi/4pp7YnI +2+xn/jjm5IjP8+WRieiIwtLk0/0sqDB5KWT0VwK6w7NsejOFBU+NjTgorcSj ++emVvNIDLPjhtfKHzg9xSLGffZI4yII93anvcitjUUAzp2l8Kgsy6eEMwiYG +nTjLleeVhuMvrL52tycKtafxTpikY/8g++F0tk4k+hUuAOUPsaDQwoPPJqkM +pGYjdIYvA9eHJ6xPukxDoar/q9C8w7n83jiOiISSVFZ2yo6sz1GnrEJli2Tv +kS2rZISe85GRkaKoJJFC5vNoSBJFRIoQWRlfGQ1Z/c7vz9d1cZ5z7vG+3/d1 +fXgmFzAH93of63zlRGVs2XGoL5b4/++bhKSbHKg3i7vSG+Jw//0O2/zRwZZa +/STwvegSjs/25UuHuK2p/fW7D6bGE1BAd7p9JM+ccs0XvRqaQMBpwbsyJ7mN +qeuXJCbsErEfUr0OArv1qDYPKU29ywQsqUhYUn9GoxhPSKfJEQS8OjmuxuG2 +m1LZLze+HRFwtWn2X52DFPDiVQSrmPP2RxWxskNw669S6ggdv0/aqrxXXh98 +GFAZa03C/abSSxq7moCNL9VpFVdwfFm4RK7tsQS0QpByPZmA4rJRF/M/nga+ +6NBodAr2Q0xNQa0+9uCu7xENj1Ssnwtp28CiI/hkqpNslEbAlq22vom7XcBm +taMjqlcJ2GZ30PayihuAAgbqu9MJ6BVX1Jio4gGC/h2/wpJBwH2pJ9oHBbzA +/RGjbzOY+bZ89vk75g36m03VujOxfngvvrdOw/vSQ4skKouAYP7meI6AH9BJ +tRq+c42ABUaW3ppH/EFYsI0qyibgEX0F1bFhf/DQyo4ecB3rZerhQ82+AWBI +03HI6gYBedqc+H+NBwBeUReVwzm4n1PbirP0A4E+izuSysX1lBVYNJUZCC5M +en7luklAT+gkcextIChv8znwG3Pi7o8/hScDwVi5HzFwC9cXmzfn+mwg4MsK +HHyVh/3YhMYL1B8ITkaEKD/Mx+/ToY3RywNBrF3Y5fTbBPwuUDY2djYQVGtF +DkTcIaDqZfUHudyBYGpPlJLTXQJ26Eo6decGgN2bYxL1CwjIqzCo+mFLADD9 +EdeveI+AZ6zFXq96+YPEroT9uwqxP2icY62z9QNUDZHwD3NB+IM+tdqz4EdO +0pfx+9if+K2LbJnwBuLRKYrtRbi+Or93CMx4glMuV+OrHuB4XZHgiWpxB/Rj +mX25xQS8yCajmR3jCl7IZitcKiFgZ7W6E+dOZ/Bza84l74dY71bZkp8nOYC9 +v272mpbi+lWT25Tz1gac6c2Xpz0iYODLJmMRQ0uQ+vRunOhjAr5mYxyRzzMG +r24XfmYrw/3U5vIj55Yu+Bv/QG4O83zCGfu0K8pAzuth7KdyPD8urD5gauKm +HE8+/vSsgoA5Ea2KW29qUplKFbKFT3C+vJ4HG3saUC07qmKuVBJwpE5tNRiY +UWvLNT3BVQQMz/O+EaJkTSl9JWXOVBPQO4B8Zr7VnnJrfBqtXUNAxkeVL7pd +nagb9198lK7Ffsd/OClWzpVqpzdKb6vD91VNuRrd504x+b+++Bczg+gBIOXh +Ramat3QPkQQsfaSh8K3Th/JWf7fvDYX9/r9xOXUePypP8H3U43rsF8GHxMl0 +f6qL4UNX1lPsT78K/2yMD6BYx7r3Rj3D80ufP0/BNpACLZ8uuD4nYH5s3L2T +u4Iov9K+D8dfEFDEZrOga1UQVZA2IHWggYABj6DkgFIw9Tlk6LzAS5y/xMU/ +BinBFMfpkU6mRhyvXxXt/i3B1OFD43umMAsFxtdqDQVTwWKTkZ2vCLi0cUFr +6kMwVbRxpqO2Cfu/sImfLfnB1MDUrGT+a6wPS6tp0frBFPf7+YjEZvy9+X1C +M++CKN0nP9/7vsF6Zsp4VVYmiAq/9kfCsgX3u+8Jw0KXQKo0cjn8YCsBN/zq +42SOCKCG7dfaJd7i/e7f/kfqPv7UDh0GCY532F+oyKUyhON9ae+G8EXMBdzO +aw2fvakojo3tfW0EVAbjYZYrHlTFHJv4y3YCjgqwdi+MulLj3ZvDHrzH+0zz +Cym7G06UQB1XW2oHAWXd2/oGjthRRje5xcI6sb9tbSzhXLOk4mK2h9p/IKBS +JO9RlfGTVI3rznd6XTh/Lz780G0+RE3r84vKdxPQ2Wbg9sdNMzRheaFzvB/x +ftoXpcF47jAw3ybydhXzjiLXYzf1jMHl32Iioz14ny3Umh/XtwL1fZIhbz9h +v3KqcG8hnwOYe7a3teIzfp8Gg5XbkjOQuCsjfKOXgE+Oisxz1LoDq0T54Jg+ +PC+uXkyzM/IGV7z3t3h8ISA/C4+lcJUvaDA6sNu4H+vNErnCM+cPfimrBakN +4P456rX1mXMg2LeL9mb3IL4vQ/+iYnkQsF3VFNr4lYB++Y1iB7uDQdoQDPwP +88mDYmr/vQkBr19pNXcPEdBHd8N/V+nnwHKRrmD9MAGb3uh6dO8KBfJXjgXc +/UbAX4u/8urOhgKnAMPXaISAWvtgR11iKMiyOCkQOIr//11ixxuXUNCqYeJv +PUZALr8iKZcNoeCfkHnT4XH8nnF6ZZ7TOaDMdIp/7wQBq7Lqn+6PDQHu49Z+ +W75jvV1rUo1yCgY5rWde/cYcEBm18TZzEHj/yJ5vcBLr70wZb6hXANiQ7uTb +NEVAi3jJbkM5P6Ae6tr4cJqA6e0Ggtp83sDHxmNXxgwBneycWB1vu4F86H02 +8j/s16rW//S9dwTd4r4vnWYJ2MfEqMnvaA3Y2AJ2GvwgoIHKA/027RNAcybI +Z/8cAVUGkv/UM8qCgI5zDbvm8X39Np52o0PqXmX4DoYFApruQV5nnc2o3uzz +3hOYJ3okGSS+2FGcFy6+aF/E+3L60pe6ra7UEcdY3uqf2H+9r6CzJXhRIbrx +Xjd/EXB3xXaHyho/qnjf5eeXfhNw88+na61HA6lBTvp2nz84Hq9c1qnIYGrb +whVPsyXsD5/MM9f6nKP0elKf0f4SUONLWbTI1jAqgkznEVvGeqZPzH2zCace +3cry2LSC378kbFGhF0GNxF5/Ood5zxvG3TpvIqid7rnbPq/ievkZ+jWlN4Iy +NMxzf76G9cUmeHJrSAR1UeFOfeE69hsL2rls18KpJzz3uJP/4fq0hrwvDoZR +E3/uu4UwIBjmrRPf7HmOEuwvps4wIujX/+zA/t3BlPGL0q06TAgOvz090eQQ +QF0qKHOV2YDgpsE7q/bBPlTt5SfkNmYE4yIPvT/g40rN+FRvWcY8dq8ikuGK +DSViUucyzIKghUehnl6OHmWhUl/3ZiOC9MsM7jyGqoDge85Vxorg+cxZbbNq +S/B0rcH5GhuCEsKuirV9zmB++FVt1CYEL6pPNJ/Y6gMkXzdzurEj2F5o8rVs +KABYF7c6ndiMYKrOeAKHdQhITm6rOcCBoJqqjE6cWRh4GdjBIciJIEdTx1r2 +kwjw27LLcQMXgjUHu8QV7M8DadBTPYV56PGw7wt4AdgJ927+sAVBlwTDEyXa +F8DVDf0OdVvxefXLPhfw3zdPDFblcyP4m8NYRiElAqy8HWa/vA3BM22n1Gif +QoFC2ai9Hw+C3k9GXgfpBgPnjIlKy+0IXvhKtYuO+IFrYVObDvHi+9dUxJxb +dgVvz/xnJ7kDwdjDwYkRJy0Bw5G5Jxw7EYyOLm8uuPuHPCC5yPYTc+VCsErO +3lOUx6bftl92IUi2Xv5wALlRuf8tVbzkQzCG4EhTOuZPdXSusBbzI1gR1RrC +kxlMMVevn0kTwPnrU1tnXwylNG4wVoQJIjhfXTr4RSmCOhvFzOoghKDHZeM0 +E6VI6rYT65mjuxE09hEdOfE1gvqox14uL4yg6ZsxA0ZaOLUJ+/wdIghWd2rI +s1meow5u2Wqzhnlzkvp39dOBVODitrJRUQRfKj7v27LuRRV+4mV5J4agw6Gz +ppw7Hag+atfpJ+II8uSGyQoSWhRXvsDjGxIIBkZYqvi9MwBal3Yzx0oiKL9s +f1LnoCM45yFq7bkHwed10gcTbb1AyXGJR8ZSCPbduPG18bU/+KootUF9L4KL +nBPpVgeCAA+vtJXwPvyelaWYXOtgcPSvbOlGaQSbpneosykEg8gBBaZZzKnu +z5VrGwNBWYPSqY8yCBK8vx1WgT8YvafysF4WwV5vZb17uZ5gF1JnLJDD99E5 +tF8kyhEc9wWWdHkE87f0xNv7mIBo00MlgQo4HxtytpNfp8lK1SMMpxUR3COV +e6vlqTE1ya9jcWQ/zvchthEzXntK6J9e8V4lBFVX3lzj3e9KmYzo/9uijGDi +aC0TE4snFd983PwPZnO5wnNmg15UXYnRg8EDCCrKzvTsoryo/1JM15tU8PnX +K20bnnpQYsEWZqWqCH7KKNMu3etKWVpZFWWo4XgqrbxPO+VAIU2btUh1BAdZ +mhXzfC2oZyJ2ps4aOD5B8XONi1rUArPjfQMagv66I2dF1cTAnknn1f0AQZ/N +ExV9q/rAps3NhE8TwQeHZywWlyxASrlnIcNBBNssxCRsH58BjZk+KxOYFT40 +MCq4O4A/4X7G7w8hKFddq3dT0BHI2AXeq4YIbnMyqBe95ADstUKWbx5GcN1f +NN4zzhZk7Akzij+C7x+U8CWDzwq8YY8s8NFCcHnSRD/PwgSszl74a6aN4I0E +y+Rvd7WBYlf0SaCD4A8VRsrRThS41MTdFdNFsIFXk1oWO0Bl5yQsbdLDeqPx +4Eh6Ft6XLhIn5jEPLYnkmKsZU4wuSXc+H0WQ8w7fhibCjFI5lvLn+TEEW9PN +FvzELShP2avH7+sjePKnuVIlmwV1c2vm7WQDhP2t8ndnOzOq8+e13yGGuB+l +Nzf4uRhTG3tvGNoex9+PS+juHjhG0Z7ezNc5geDKf61rWmGQ8r2d/0vmJILa +7A8ddMv2Unfi7xrwGCFo965enS11F+jxLMxbxtyfcyuK974qYD/54OewMT7/ +THP/Ny4tAJUe6reYIJjpKasw800PBO14fKvMFEE9iYCLm3P0wf3l8sVrZlgv +g69u8lUwAF8GK49dNEdQyOpH2nTDMbClseammwWCZqdZQ9izdYH2fXLhhCWC +n2VEAz9tOwLC6E+PqpxCsEu/eqTOQA089HuRK2iF62us+YOatBQYMmuc32CN +9Z3br+eB5h1yu/prvWnMbzJ1PzO4S1LHBFtyPpxGcKL/B+wtV6bOM7ybq7PB +fMtiYjWCRpWPtuvePoMgMjl3XII6RI296bxx2RbBjnF+7QnpwxRfafcPPzsE +n+1/ZmjvDKkTaZ90TtkjuHTn9gVGGU0qJqTv+iEHBNkNdo6l8KlRVdYDs5KO +CB4fiN/pW61ITR0c0uZ0QhCvhV9vyotTu8VGsn9iLms9xSOfx0SZbhz/74sz +gpNzUZeO79gGEqa+azW6YD3U783w+SkByPbpa8WuuJ5WjY3kzeXBbMXsTJob +7tditQf6FkpA/Nr8kXB3BJm8fvSJDiqDU5E/sxw88DypfELUvFEGdPs/00c9 +cT+Rx4Zn1JTAc+3lwwpeCOqn8LA1dsiDRam1zB3eCPtrhufVZlJAioNheg0z +THQJY7UXAmfmmA6P+eD7Iu8rQWgjSO1myXx3Ftc/31Qh59cl8lUt29QTX9x/ +5UNg4gMvtZS7Geb44XoScRfq0hKlZGO4MmL9EbSmae33eitJObhyT3oG4P5P +NrbUNNlLZepvP2QSiKDJl5JG7ba9VIvcznT1IKxvZ4I04xykqDVu/u/CwXhe +sXrK6J+UoPb/FjzIGoLgO7aM0pzvwpRrn/DVWcy1xqxTY7G81PVnYhMfz+H6 +ZHRP+fSYmWq/I6n5NBTBv/fzNATYXtOYEvemFYQheDsse8ghgQWoesuM08MR +LI01zTusxAO8jORBUASCurf4ukbP84FbyvtTT0ciqLzRJiLLUgh82Hlg7Mh5 +rPdcKy4WRbsB66oqbd8FBJ88rjX4e0UIgCGNlK1RCB4tFc8ZNuIHfq80R/9g +ri263vDWmhfcLYIaXy8iKGo/OHvBngt8StJKfh2N/UxgpLPgKwawOUB3pDQG +wY/hqzPtOz7TDlscU8+MRbBq5eZGzrJFMljD8Mr5OBwvWy163wQzVSR08pvz +JXw/dtmCyAucVD+jiZphPII0cbaG9XRuauu4WZJSAoLJqw06a1+2UbqtlsN8 +iQhSnfpWPbe2UeGPrFUZLyNYPLvqeICRmyq9eob+HbNqVfFt2ygOavic/dB7 +AkFH6Q0spYYsFK+Nk0oNQlDS+Xm4oOIyqQ9d0S069lvl8kUVVt/IKHGPr/FJ +ON/mRlNsMf20ClbvA2ev4Prz8614QP9FG58+S5gnI6hRL9a3N4MB8Hf4D4IU +7O+SFtbXi5jBycogZfFUBMdVDJOY+zaC2Oxzl9nTEPyy/2FOjgQrqDkfPjCP +WV7K3e19MQuYdjiv1HsVwbdx60ZvS5mAsO7FxBfpCJZHCbqOcqzRzPbF9t/P +QPCsZUpzhsYiLZEzfn9KJoKy72WOTEUO06j5xIRzWQi63mHf6D9bS859RF9s +ryF4J+1bX8HHMVKCvKKom43162B6j33VAml1KzVe9jqCo5yNbXLhS2RSbHof +zw2cz62zIgfnV8gXblkKK5irIyN8NdnXyJ8G1y99y8HzxnRAmmlohdynkNvb +kougVLKbXkXNEmnLkydffhProeE2Ba0/i2Tan9tx2bcQtFmY4XJRnSGbvhR8 +vpiHYHYIk3Ry6SD59/l9Ofd8PI+ObAl0+VdByhUUx568jf2M8dztDS5dNKfL +pZ9U7iC4L3/PDXu2UVqWT5ms0F2cr6yp5mP/pmmtxk9imAsQZHPrOvU3a462 +fqC6ZxpzNf1h+lzlPE2Jr06m6x7OV0/2xxSneZrbGhVNFmJ9EDcfYr78g5Yz +/Ozj7fsIOhU2nDaXmqK9b2qQJooQlPazjmxRG6FtKH510f8BglkFsrkeL3po +asnN3aeK8TwYLDjz+DRJ8w5s3QdLsD6+q7e5l9lA5lm2Re15iCDzpaNuswY9 +ZDeto4uzFL9X3e8qR8IQySbctfcX5lOpf81ENEdJzQ09F/of4fMWkmbFxMdJ +/4nPHxofY/3nGOO6qjlOFrz9IlVShvXiaaBO2cNR8vPjwfNXy7F/vQnTBiuH +Sc6M4c7wCjyvrtOkgqy+kEfCRvc4PsH5Nu667jDbSYacmYg8Vonr/f13vrDf +z8kHh6c6FKoQVOl/91Jl4QZtQOI/yZ3VCKbEWv2Nef2Kxr1pLmIdc7yDjMsI +vZOm99/C+7EaBK9nBUXL4fdHdP6SaKvFfuz+H/3Upl7ao6ql8Mo6XI/Kuex6 +qX20b9dX2nNIPO9kT+ZrHe6l7YhaF4+jsD9QZwTiAj00AyfGcK96BHNkDkV2 +x3XSLuoxt5s8xfuItDxPzHAz7Yk0q7jGM6x3plXd5+NraBNc7GEiz3E8x7/3 +zTC5kQKLHG2sL/A8bNaxjuSqIY0+bRH7gTnF0cH6EWsTGUdtC+1pwPOnLElD +Te8dWZvH++7pS/z94lUVp6AOciZul+i9Ruxf2SdOOTh3kiIeAueSXmG/ulNT +PHGtgzQ/vvttUBPuJ+uHzhyt7eRlRVERm9cINlZm7Pa400LWb5cI0WpGcEoq +L/PelkZyfmlP6743CG68ZXui/XQNKTmwT5i7BUGj0W74yzOftG6QDV7C/F+Z +xF25G9m0K/cUWr624n4Z53+n9qSC1kAo7W5+i/O5x+m+cEE97ddZlaBH7xC0 +fFhpcKmmgSZtqv4msw1BraPPZ1o8Gml2qkDoQjuCXNJnl/UxX+U/FOjyHn/P +s/ExS28D7fX64WbDDgSDuCrWyhee0pa/aQsqd+J+SWd2kFSvpsk36wXwf8D7 +Yl93957YYppzif5rxi4EDVo0y6buJdOupRwXmMTsejY0LUg5k3wbZOTf0Y39 +km3DnfX5YvLfKdOmmo8IlrRspQdLVpLKmhb8eT0Iho7T+bznakl3ESu/hE+4 +Pi7EEtkFFJnLbPPq7GcEB3SM5G9p1JMd3235LHoRzODJ+fi7gySZ2xx8NfsQ +LNyZ9HfhcQ2pXu7cKP4FwUtVK1vC1Z6QPpluuzb3Y79f4qRUV1lC5od7nl3A +/COrusZkTz750dbnZe8Anr/Vqjk5nbHkJi2/nQ2DCP4MPR/szp9IO7gn0Kfo +K9YDbsXfNOmbtAD2kIaUIQRDVo0F1xXv0e7Nhu4IHUYwgsNw+w39B7S+DxHe +dt/wvvIq0c2+qZjGVXPhhe4Igp5OC0Lbnz+gaeVE88qNYj/5Ovqk38VC2rmL +cV7bxxB077G83h50m1bsnPB8BXO97dz8vG4WbfAosX1kHN+Po1/xaVw0jUc2 +ybN1AsE0+bsf30+Gkke3pjwr/47zodlWL2mdTkb+TOO5Pon1bEi1tGL6Fvn4 +c4ZH9BTeN6m6X42rd8mR+mtP3acRvNb1bbKc+T658/aNbUYzuL5XhAXyAovI +4/E33VX/w34Dmvz2PV5ERnvm1wvNYv2xYC3urCokK0/c5Wb5geDh8JU2xem7 +5Pf9hW4zmDdZ1l+QAfmk4I4HVNccgn+8vneErl8jjZdLtlLz2C9m/DW4YpxM +xg8+cr2zgKAI3dj+amYEWfeynCQWsV+6ki+nVHCC9l9h5ZaAn3h+VGZ3DGqf +p4nSa1ysfuF9tdD2+/YvCTQLP7IO/sb5jU1usbhPpxFmT7mk/iB4LjCxJDMy +ifZM7YUz1xKCOgXO8+I3CNqCQGPtL8z2Y+q1CYlxtD0MrzkH/iLIGsT/2fx3 +CO306BunV8tYD04uBBg/0qAlv3lbU7KCYLCYT/YV1WDy5cN2jvRVvA8FTPoc +GLhE/kntdIxYw/v+Cdnq1yXJpExId7XjOt4/hgzVnvimk/bWnzbr/8PzMTGu +uyYii0w/2OegyECH2xxhwV/zbLJZdKBqJyMdfpCS9r22kE2usAyx/8N8S3et +IdQxm1Sc+mY/zkSH1we5hdSaskiX9rHKtg10eIDblqHMNIPMrvi+qYqZDs+q +CJ/IMEgj32VN2+Wy0OH5rMkHohN0kiFy9kncRjr0kFObWt8bTx6wn2fzZqXD +G04pbbvqL5Ce2j9tTdno0NJT3dJmJpC8KfWnQmMTHQJ7Cdctgq5k5+ZlVlF2 +OlSQL7T7p2lOssytnmHbTIdm/erNx2Z1SI3uf+U/MJdcjn3lqKtPnq1lYv3E +QYfT9bERh3OsyTu5LGeecdKhUfL5Sy8b3MmeaLbye1x0eG2w9CJYDyTZXTdv +vLKFDu+39vYL8ESSh/S5bIK30uGwFr96Qk0MGSjHXWbDTYf9+4rKAqriyULu +7Sza2+jw7YmVO5o0gvzya8dpaR469I75jLo2J5Fb+vgec2+nQ6EJQjyaKZnU +fibI/BdzTMesowl7Chl6R9h6iJcOnZiGOCbFUsiSBLFHzTvo0OVul/heu2Ty +q5fkhsc7cXyilgwX+5PI7UZ7rbJ20WGa4cjZrLeIPKYsU3qBjw4TZv08K20v +k+d3yjO58tNhDj93dG5LPFm2onjquAAdPsuUDJvTjiNHvyo/VBakw8Hdpiyr +K9HkrleqjAJCdKjOZP/2t2IUeaJIw5JpNx3eFDPRHfeKJGOSNEsmMbfkxUz3 +NoWTVf6QoVOYDlvrLo5n6IeTk+ZaFrUidJj1eYf+3olwUkhDtzhPFMdf0N+D +HhlJmggd+5cgRoer8ZoxUt0XyARGQ3NfcTr8naW5Nm8dTf4PFgtp0Q== + "]]}}, + {RGBColor[0.922526, 0.385626, 0.209179], PointSize[ + NCache[ + Rational[1, 360], 0.002777777777777778]], AbsoluteThickness[1.6]}, { + {RGBColor[0.922526, 0.385626, 0.209179], PointSize[ + NCache[ + Rational[1, 360], 0.002777777777777778]], AbsoluteThickness[ + 1.6]}, {}}, { + {RGBColor[0.922526, 0.385626, 0.209179], PointSize[ + NCache[ + Rational[1, 360], 0.002777777777777778]], AbsoluteThickness[1.6]}, {}} + }, {{}, {}}}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->{True, True}, + AxesLabel->{None, None}, + AxesOrigin->{0, 0}, + DisplayFunction->Identity, + Frame->{{True, True}, {True, True}}, + FrameLabel->{{ + FormBox["\"Re[h]\"", TraditionalForm], None}, { + FormBox["\"t [s]\"", TraditionalForm], + FormBox[ + "\"d= 100Mpc, M=70 \\!\\(\\*SubscriptBox[\\(M\\), \ +\\(\[CircleDot]\\)]\\), \[Iota]=0\"", TraditionalForm]}}, + FrameStyle->Directive[ + GrayLevel[0], + Dashing[{0, Small}], 16], + FrameTicks->{{Automatic, Automatic}, {Automatic, Automatic}}, + GridLines->{None, None}, + GridLinesStyle->Directive[ + GrayLevel[0.5, 0.4]], + ImageSize->Large, + Method->{ + "OptimizePlotMarkers" -> True, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}}, + PlotRange->{{-0.00037183161416417615`, + 0.013251172969263047`}, {-3.5994343648985905`*^-22, + 3.8731021718967656`*^-22}}, + PlotRangeClipping->True, + PlotRangePadding->{{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.05], + Scaled[0.05]}}, + Ticks->{Automatic, Automatic}]], "Output", + CellChangeTimes->{{3.80053986122994*^9, 3.800539932467074*^9}, + 3.800539989642495*^9, {3.800540027442864*^9, 3.8005401253138123`*^9}, + 3.800540161922206*^9, {3.800540225812039*^9, 3.8005402830853243`*^9}, + 3.800610205935973*^9}, + CellLabel->"Out[56]=",ExpressionUUID->"17478ce4-62bb-428f-a26d-8cf57f1d5182"] +}, Open ]] +}, Closed]], + +Cell[CellGroupData[{ + +Cell["Fit & missmatch", "Subsubsection", + CellChangeTimes->{{3.762592741285844*^9, 3.762592747256867*^9}, { + 3.7688818896689243`*^9, 3.768881892175918*^9}, 3.76948940484927*^9, { + 3.771907047725429*^9, 3.771907049240364*^9}, {3.7734608375822773`*^9, + 3.7734608395015373`*^9}, {3.7850495816984863`*^9, + 3.785049587196516*^9}},ExpressionUUID->"05f8ddb7-185e-440f-b957-\ +faf193b39875"], + +Cell[BoxData[ + RowBox[{"(*", " ", + RowBox[{"Define", " ", "t0", " ", "and", " ", "select", " ", "data"}], " ", + "*)"}]], "Input", + CellChangeTimes->{{3.771907098918902*^9, 3.77190711326375*^9}}, + CellLabel->"In[49]:=",ExpressionUUID->"435e1193-a4d2-4eb0-a73c-85779f945419"], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{ + RowBox[{"tmax", "=", + RowBox[{"TimeOfMaximum", "[", + RowBox[{"sxsrhs", "[", + RowBox[{"[", "1", "]"}], "]"}], "]"}]}], ";"}], "\[IndentingNewLine]", + RowBox[{"t0", "=", "tmax"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"mysxscase22modeRD", "=", + RowBox[{"Select", "[", + RowBox[{ + RowBox[{"sxsrhs", "[", + RowBox[{"[", "1", "]"}], "]"}], ",", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", " ", + RowBox[{"tmax", "-", "25"}]}], "&"}]}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"tmatchend", "=", "60"}], ";"}]}], "Input", + CellChangeTimes->{{3.7688825164952927`*^9, 3.768882516760284*^9}, { + 3.7688826448257093`*^9, 3.768882692036968*^9}, {3.768909660186942*^9, + 3.768909660467114*^9}, {3.769489452862248*^9, 3.7694894538918877`*^9}, { + 3.7699158553041267`*^9, 3.769915900229279*^9}, {3.769915932947563*^9, + 3.7699159399499683`*^9}, {3.769915976600533*^9, 3.769915985563233*^9}, { + 3.769916085873011*^9, 3.769916123067721*^9}, {3.769917273101995*^9, + 3.7699173333881474`*^9}, {3.76991736628568*^9, 3.7699174199224377`*^9}, { + 3.7699177038667593`*^9, 3.769917704121729*^9}, {3.76991804781936*^9, + 3.7699181179762163`*^9}, {3.769927154263686*^9, 3.769927178514127*^9}, { + 3.769928901318584*^9, 3.7699289015136757`*^9}, {3.769929855678144*^9, + 3.769929855849311*^9}, {3.769935097575459*^9, 3.769935109838469*^9}, { + 3.770001657796482*^9, 3.770001659266489*^9}, {3.77009279220551*^9, + 3.770092792359048*^9}, {3.77009696485786*^9, 3.7700969818428173`*^9}, { + 3.770097030258627*^9, 3.770097059485567*^9}, {3.770097102566011*^9, + 3.770097102716147*^9}, {3.7719070963837547`*^9, 3.7719071498550053`*^9}, { + 3.773049301407174*^9, 3.773049304156744*^9}, {3.773049344853902*^9, + 3.7730493550883303`*^9}, {3.7730494794416647`*^9, 3.7730494824944*^9}, { + 3.773049642476172*^9, 3.773049646938326*^9}, {3.77346271187286*^9, + 3.773462765014765*^9}, {3.773467411534762*^9, 3.773467414942724*^9}, { + 3.7734699751917753`*^9, 3.773469977964327*^9}, {3.7739865458121157`*^9, + 3.7739865474566813`*^9}, {3.776670042388461*^9, 3.776670048664031*^9}, { + 3.776670091160386*^9, 3.776670091355809*^9}, {3.7782228157196074`*^9, + 3.778222824007647*^9}, {3.778241215709406*^9, 3.778241216650442*^9}, + 3.7788343936459703`*^9, {3.779014943866179*^9, 3.7790149446272707`*^9}, { + 3.779016368518557*^9, 3.779016371657813*^9}, {3.7850490014099617`*^9, + 3.785049012954911*^9}, {3.7850571681260643`*^9, 3.785057168382834*^9}, + 3.7971350496534243`*^9, {3.7991140166668386`*^9, 3.799114025568964*^9}, { + 3.799114060064929*^9, 3.79911406538628*^9}, 3.7991151368119593`*^9}, + CellLabel->"In[57]:=",ExpressionUUID->"2a12f703-67b6-47a6-aae2-afc2767467e6"], + +Cell[BoxData["3692.632566631851`"], "Output", + CellChangeTimes->{ + 3.7730493554972486`*^9, 3.773049651139442*^9, 3.773144082769656*^9, + 3.7734608430386667`*^9, {3.77346271330449*^9, 3.773462765239745*^9}, + 3.773467415508684*^9, 3.773467667836842*^9, 3.773469978266506*^9, + 3.7736461239691257`*^9, {3.7739865384767942`*^9, 3.773986549764907*^9}, + 3.776510132906302*^9, 3.7765791023133287`*^9, 3.776662608168592*^9, { + 3.7766687701609898`*^9, 3.77666877273101*^9}, 3.7766700095535927`*^9, + 3.776670049230576*^9, 3.776670092210696*^9, 3.776675497808957*^9, + 3.776677588190654*^9, 3.776679745618444*^9, 3.77667983493919*^9, + 3.776679891273307*^9, 3.776679967058217*^9, 3.776681509976519*^9, + 3.776762923875413*^9, 3.7770248463202972`*^9, 3.7771177245372868`*^9, + 3.777184995962717*^9, 3.777625674110732*^9, 3.777690794596334*^9, + 3.777725439141486*^9, 3.7777869183870907`*^9, 3.77795305507887*^9, + 3.7779643562959414`*^9, 3.7779685161779127`*^9, 3.778220793924693*^9, + 3.7782228243592157`*^9, 3.778241161394847*^9, 3.778241216978005*^9, + 3.7782422468496103`*^9, 3.7783898815283203`*^9, 3.778489725788782*^9, + 3.7788344337857933`*^9, 3.7789130676027184`*^9, 3.7789186788729677`*^9, + 3.779008722160384*^9, 3.7790148612403593`*^9, 3.779014999015893*^9, + 3.779016408005351*^9, 3.779019021466591*^9, {3.779091572025576*^9, + 3.7790915764228354`*^9}, 3.7793719345057907`*^9, 3.7794380703692007`*^9, + 3.779441343256195*^9, 3.7794461768765497`*^9, 3.779512814410568*^9, + 3.779620283802561*^9, 3.779967385489379*^9, 3.780050458547702*^9, + 3.7800613098625917`*^9, 3.780115071592209*^9, 3.780115479973775*^9, + 3.78099770229107*^9, 3.782463992644809*^9, 3.7824640467069597`*^9, + 3.785057168935327*^9, 3.7885250893405313`*^9, 3.788588609953347*^9, + 3.789016396199545*^9, 3.78910118563946*^9, 3.7971327209557953`*^9, + 3.797135050366078*^9, {3.799114017159449*^9, 3.7991140260507402`*^9}, + 3.799114065799631*^9, 3.7991146816445713`*^9, {3.799115137584154*^9, + 3.7991151531051598`*^9}, 3.799119946049283*^9, 3.799121033493618*^9, + 3.79912168635117*^9, 3.7991219697647877`*^9, 3.799122089480641*^9, { + 3.799122279226368*^9, 3.799122305787093*^9}, 3.800074678852667*^9, + 3.8000888828548727`*^9, {3.800148386513494*^9, 3.80014840971856*^9}, + 3.800610214479116*^9}, + CellLabel->"Out[58]=",ExpressionUUID->"3ae16127-e6e9-4613-b938-37b0c3fae836"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{ + RowBox[{"{", + RowBox[{"w", ",", "\[Tau]"}], "}"}], "=", + RowBox[{"\[Omega]lmn", "[", + RowBox[{"2", ",", "2", ",", "0", ",", "0.25", ",", "0", ",", "0"}], + "]"}]}]], "Input", + CellChangeTimes->{{3.800610235762491*^9, 3.800610261215222*^9}}, + CellLabel->"In[63]:=",ExpressionUUID->"b38e32da-9ea6-453a-a8d1-610ad11ca54f"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{"0.5534519800949247`", ",", "11.705708429094248`"}], + "}"}]], "Output", + CellChangeTimes->{{3.800610245087439*^9, 3.8006102617676277`*^9}}, + CellLabel->"Out[63]=",ExpressionUUID->"fb07a066-ee3d-4900-bbf0-11cd1812e51d"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"1", "/", "\[Tau]"}]], "Input", + CellChangeTimes->{{3.800610264217245*^9, 3.8006102656104193`*^9}}, + CellLabel->"In[64]:=",ExpressionUUID->"fb33be76-a9ac-4eca-8ecb-2f09922a20f8"], + +Cell[BoxData["0.08542840495791992`"], "Output", + CellChangeTimes->{3.800610265890263*^9}, + CellLabel->"Out[64]=",ExpressionUUID->"a03a8d50-7905-4b80-841e-b1c5c9016947"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"Timing", "[", + RowBox[{ + RowBox[{"ans0", "=", + RowBox[{"OvertoneModelV2", "[", + RowBox[{"0", ",", + RowBox[{"{", + RowBox[{"\[Eta]", ",", "\[Chi]1", ",", "\[Chi]2"}], "}"}], ",", "t0", + ",", + RowBox[{"\"\<Fit\[Alpha]\>\"", "\[Rule]", + RowBox[{"{", "}"}]}], ",", + RowBox[{"\"\<ModesData\>\"", "->", "Modedata"}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "notdir"}]}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"ans1", "=", + RowBox[{"OvertoneModelV2", "[", + RowBox[{"1", ",", + RowBox[{"{", + RowBox[{"\[Eta]", ",", "\[Chi]1", ",", "\[Chi]2"}], "}"}], ",", "t0", + ",", + RowBox[{"\"\<Fit\[Alpha]\>\"", "\[Rule]", + RowBox[{"{", "}"}]}], ",", + RowBox[{"\"\<ModesData\>\"", "->", "Modedata"}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "notdir"}]}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"ans2", "=", + RowBox[{"OvertoneModelV2", "[", + RowBox[{"2", ",", + RowBox[{"{", + RowBox[{"\[Eta]", ",", "\[Chi]1", ",", "\[Chi]2"}], "}"}], ",", "t0", + ",", + RowBox[{"\"\<Fit\[Alpha]\>\"", "\[Rule]", + RowBox[{"{", "}"}]}], ",", + RowBox[{"\"\<ModesData\>\"", "->", "Modedata"}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "notdir"}]}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"ans3", "=", + RowBox[{"OvertoneModelV2", "[", + RowBox[{"3", ",", + RowBox[{"{", + RowBox[{"\[Eta]", ",", "\[Chi]1", ",", "\[Chi]2"}], "}"}], ",", "t0", + ",", + RowBox[{"\"\<Fit\[Alpha]\>\"", "\[Rule]", + RowBox[{"{", "}"}]}], ",", + RowBox[{"\"\<ModesData\>\"", "->", "Modedata"}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "notdir"}]}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"ans4", "=", + RowBox[{"OvertoneModelV2", "[", + RowBox[{"4", ",", + RowBox[{"{", + RowBox[{"\[Eta]", ",", "\[Chi]1", ",", "\[Chi]2"}], "}"}], ",", "t0", + ",", + RowBox[{"\"\<Fit\[Alpha]\>\"", "\[Rule]", + RowBox[{"{", "}"}]}], ",", + RowBox[{"\"\<ModesData\>\"", "->", "Modedata"}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "notdir"}]}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"ans5", "=", + RowBox[{"OvertoneModelV2", "[", + RowBox[{"5", ",", + RowBox[{"{", + RowBox[{"\[Eta]", ",", "\[Chi]1", ",", "\[Chi]2"}], "}"}], ",", "t0", + ",", + RowBox[{"\"\<Fit\[Alpha]\>\"", "\[Rule]", + RowBox[{"{", "}"}]}], ",", + RowBox[{"\"\<ModesData\>\"", "->", "Modedata"}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "notdir"}]}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"ans6", "=", + RowBox[{"OvertoneModelV2", "[", + RowBox[{"6", ",", + RowBox[{"{", + RowBox[{"\[Eta]", ",", "\[Chi]1", ",", "\[Chi]2"}], "}"}], ",", "t0", + ",", + RowBox[{"\"\<Fit\[Alpha]\>\"", "\[Rule]", + RowBox[{"{", "}"}]}], ",", + RowBox[{"\"\<ModesData\>\"", "->", "Modedata"}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "notdir"}]}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"ans7", "=", + RowBox[{"OvertoneModelV2", "[", + RowBox[{"7", ",", + RowBox[{"{", + RowBox[{"\[Eta]", ",", "\[Chi]1", ",", "\[Chi]2"}], "}"}], ",", "t0", + ",", + RowBox[{"\"\<Fit\[Alpha]\>\"", "\[Rule]", + RowBox[{"{", "}"}]}], ",", + RowBox[{"\"\<ModesData\>\"", "->", "Modedata"}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "notdir"}]}], "]"}]}], ";"}], + "]"}]], "Input", + CellChangeTimes->{{3.778935321141198*^9, 3.778935323362689*^9}, { + 3.7991145743509197`*^9, 3.799114586608266*^9}, {3.799114619023354*^9, + 3.799114642322358*^9}, {3.79911737413286*^9, 3.799117377036907*^9}, { + 3.799118294601678*^9, 3.799118373145268*^9}, {3.799121446017521*^9, + 3.799121446693618*^9}, {3.799121649131525*^9, 3.799121665558511*^9}}, + CellLabel->"In[61]:=",ExpressionUUID->"a89003ba-a43b-4259-bba9-63e0a493b6e1"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{"1.556171`", ",", "Null"}], "}"}]], "Output", + CellChangeTimes->{{3.799118374898045*^9, 3.79911838487215*^9}, + 3.7991214408227*^9, {3.799121668264289*^9, 3.799121694969323*^9}, { + 3.799121972940412*^9, 3.799121977516094*^9}, 3.799122307509296*^9, + 3.8000746823423*^9, 3.800088885310608*^9, {3.8000889837318373`*^9, + 3.8000889918375883`*^9}, 3.8000890335329*^9, {3.800148400749227*^9, + 3.800148411749407*^9}, 3.800148866674171*^9, 3.800610217823154*^9}, + CellLabel->"Out[61]=",ExpressionUUID->"7d4fba8b-72c1-43fd-b4a1-f0d595753549"] +}, Open ]], + +Cell[BoxData[ + RowBox[{ + RowBox[{"tab\[Alpha]0", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"data", "=", + RowBox[{"Select", "[", + RowBox[{"mysxscase22modeRD", ",", " ", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", + RowBox[{"tmax", "+", "i", "-", "25"}]}], "&"}]}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"cfit", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"data", ",", "ans0", ",", + RowBox[{"{", "x0", "}"}], ",", "t"}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"cfitd", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{"Normal", "[", "cfit", "]"}], "/.", + RowBox[{"t", "->", + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}]}], "}"}], "]"}]}], + ";", "\n", + RowBox[{"{", + RowBox[{ + RowBox[{"i", "-", "25"}], ",", + RowBox[{ + RowBox[{"Total", "[", + RowBox[{ + RowBox[{"Abs", "[", + RowBox[{"cfit", "[", "\"\<FitResiduals\>\"", "]"}], "]"}], "^", + "2"}], "]"}], "/", + RowBox[{"Length", "@", "data"}]}], ",", + RowBox[{"AICcRes", "[", + RowBox[{ + RowBox[{"cfit", "[", "\"\<FitResiduals\>\"", "]"}], ",", "1"}], + "]"}], ",", + RowBox[{"1", "-", + RowBox[{"EasyMatchT", "[", + RowBox[{"data", ",", "cfitd", ",", + RowBox[{"tmax", "-", "25", "+", "i"}], ",", + RowBox[{"tmax", "+", "tmatchend"}]}], "]"}]}]}], "}"}]}], ",", + RowBox[{"{", + RowBox[{"i", ",", "0", ",", "85"}], "}"}]}], "]"}]}], ";"}]], "Input", + CellChangeTimes->{{3.773460992372714*^9, 3.7734611839278383`*^9}, { + 3.7734612281773167`*^9, 3.7734612675750628`*^9}, {3.7734613578076267`*^9, + 3.773461396564507*^9}, {3.773461449517186*^9, 3.773461583473967*^9}, { + 3.77346165244177*^9, 3.7734616526007223`*^9}, {3.773461741087099*^9, + 3.773461796703034*^9}, {3.773462354898953*^9, 3.7734623555833397`*^9}, { + 3.773462423058612*^9, 3.773462440862245*^9}, {3.773462554671124*^9, + 3.773462556669766*^9}, {3.7734626296469927`*^9, 3.773462649178252*^9}, { + 3.77346287009074*^9, 3.773462873854763*^9}, {3.773462933239792*^9, + 3.773462933678555*^9}, {3.778391188518272*^9, 3.7783911948689833`*^9}, + 3.778391800015448*^9, {3.778935310835972*^9, 3.7789353109917316`*^9}, + 3.785049017415954*^9, 3.799114701289795*^9, {3.799114852707039*^9, + 3.799114852906251*^9}, 3.799115140715918*^9, 3.799121699707715*^9}, + CellLabel->"In[56]:=",ExpressionUUID->"ceedd337-cf2b-442b-8193-d737c8c98f68"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"tab\[Alpha]1", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"data", "=", + RowBox[{"Select", "[", + RowBox[{"mysxscase22modeRD", ",", " ", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", + RowBox[{"tmax", "+", "i", "-", "25"}]}], "&"}]}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"cfit", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"data", ",", "ans1", ",", + RowBox[{"{", + RowBox[{"x0", ",", "x1"}], "}"}], ",", "t"}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"cfitd", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{"Normal", "[", "cfit", "]"}], "/.", + RowBox[{"t", "->", + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}]}], "}"}], "]"}]}], + ";", "\n", + RowBox[{"{", + RowBox[{ + RowBox[{"i", "-", "25"}], ",", + RowBox[{ + RowBox[{"Total", "[", + RowBox[{ + RowBox[{"Abs", "[", + RowBox[{"cfit", "[", "\"\<FitResiduals\>\"", "]"}], "]"}], "^", + "2"}], "]"}], "/", + RowBox[{"Length", "@", "data"}]}], ",", + RowBox[{"AICcRes", "[", + RowBox[{ + RowBox[{"cfit", "[", "\"\<FitResiduals\>\"", "]"}], ",", "2"}], + "]"}], ",", + RowBox[{"cfit", "[", "\"\<BestFitParameters\>\"", "]"}], ",", + RowBox[{"1", "-", + RowBox[{"EasyMatchT", "[", + RowBox[{"data", ",", "cfitd", ",", + RowBox[{"tmax", "-", "25", "+", "i"}], ",", + RowBox[{"tmax", "+", "tmatchend"}]}], "]"}]}]}], "}"}]}], ",", + RowBox[{"{", + RowBox[{"i", ",", "0", ",", "85"}], "}"}]}], "]"}]}], ";"}]], "Input", + CellChangeTimes->{{3.773460992372714*^9, 3.7734611839278383`*^9}, { + 3.7734612281773167`*^9, 3.7734612675750628`*^9}, {3.7734613578076267`*^9, + 3.773461396564507*^9}, {3.773461449517186*^9, 3.773461583473967*^9}, { + 3.77346165244177*^9, 3.7734616526007223`*^9}, {3.773461741087099*^9, + 3.7734617412445717`*^9}, {3.773462471962242*^9, 3.773462498496972*^9}, + 3.773462562052384*^9, {3.773462846318104*^9, 3.773462853096426*^9}, { + 3.7734629393789387`*^9, 3.7734629397473383`*^9}, {3.7783911784568357`*^9, + 3.778391184985271*^9}, 3.778391797729473*^9, {3.7788379289942303`*^9, + 3.778837929595669*^9}, {3.778935308015832*^9, 3.778935308182416*^9}, + 3.78504901957512*^9, {3.799114674867481*^9, 3.79911470297793*^9}, { + 3.799114851191978*^9, 3.799114851378161*^9}, 3.799115142149968*^9}, + CellLabel->"In[57]:=",ExpressionUUID->"12c76d06-3602-4a7e-9629-05bb7d32b47d"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"tab\[Alpha]2", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"data", "=", + RowBox[{"Select", "[", + RowBox[{"mysxscase22modeRD", ",", " ", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", + RowBox[{"tmax", "-", "25", "+", "i"}]}], "&"}]}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"cfit", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"data", ",", "ans2", ",", + RowBox[{"{", + RowBox[{"x0", ",", "x1", ",", "x2"}], "}"}], ",", "t"}], "]"}]}], + ";", "\[IndentingNewLine]", + RowBox[{"cfitd", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{"Normal", "[", "cfit", "]"}], "/.", + RowBox[{"t", "->", + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}]}], "}"}], "]"}]}], + ";", "\n", + RowBox[{"{", + RowBox[{ + RowBox[{"i", "-", "25"}], ",", + RowBox[{ + RowBox[{"Total", "[", + RowBox[{ + RowBox[{"Abs", "[", + RowBox[{"cfit", "[", "\"\<FitResiduals\>\"", "]"}], "]"}], "^", + "2"}], "]"}], "/", + RowBox[{"Length", "@", "data"}]}], ",", + RowBox[{"AICcRes", "[", + RowBox[{ + RowBox[{"cfit", "[", "\"\<FitResiduals\>\"", "]"}], ",", "3"}], + "]"}], ",", + RowBox[{"1", "-", + RowBox[{"EasyMatchT", "[", + RowBox[{"data", ",", "cfitd", ",", + RowBox[{"tmax", "-", "25", "+", "i"}], ",", + RowBox[{"tmax", "+", "tmatchend"}]}], "]"}]}]}], "}"}]}], ",", + RowBox[{"{", + RowBox[{"i", ",", "0", ",", "85"}], "}"}]}], "]"}]}], ";"}]], "Input", + CellChangeTimes->{{3.773460992372714*^9, 3.7734611839278383`*^9}, { + 3.7734612281773167`*^9, 3.7734612675750628`*^9}, {3.7734613578076267`*^9, + 3.773461396564507*^9}, {3.773461449517186*^9, 3.773461583473967*^9}, { + 3.77346165244177*^9, 3.7734616526007223`*^9}, {3.773461741087099*^9, + 3.7734617667597017`*^9}, {3.7734625088270407`*^9, 3.773462514097872*^9}, + 3.77346256028535*^9, {3.7734626659721212`*^9, 3.773462666696268*^9}, { + 3.773462701823189*^9, 3.773462702000766*^9}, {3.773462858160193*^9, + 3.773462865276833*^9}, {3.773462936292285*^9, 3.7734629366800833`*^9}, { + 3.7783911675826063`*^9, 3.778391175403536*^9}, 3.778391794454742*^9, { + 3.778935303085703*^9, 3.778935303408729*^9}, 3.78504902259735*^9, + 3.79911470831557*^9, {3.799114848348016*^9, 3.799114848773871*^9}, + 3.7991151431117983`*^9}, + CellLabel->"In[58]:=",ExpressionUUID->"5cd6b0ae-1dc0-4034-b3c0-7d8cd998917c"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"tab\[Alpha]3", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"data", "=", + RowBox[{"Select", "[", + RowBox[{"mysxscase22modeRD", ",", " ", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", + RowBox[{"tmax", "+", "i", "-", "25"}]}], "&"}]}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"cfit", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"data", ",", "ans3", ",", + RowBox[{"{", + RowBox[{"x0", ",", "x1", ",", "x2", ",", "x3"}], "}"}], ",", "t"}], + "]"}]}], ";", "\[IndentingNewLine]", + RowBox[{"cfitd", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{"Normal", "[", "cfit", "]"}], "/.", + RowBox[{"t", "->", + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}]}], "}"}], "]"}]}], + ";", "\n", + RowBox[{"{", + RowBox[{ + RowBox[{"i", "-", "25"}], ",", + RowBox[{ + RowBox[{"Total", "[", + RowBox[{ + RowBox[{"Abs", "[", + RowBox[{"cfit", "[", "\"\<FitResiduals\>\"", "]"}], "]"}], "^", + "2"}], "]"}], "/", + RowBox[{"Length", "@", "data"}]}], ",", + RowBox[{"AICcRes", "[", + RowBox[{ + RowBox[{"cfit", "[", "\"\<FitResiduals\>\"", "]"}], ",", "4"}], + "]"}], ",", + RowBox[{"cfit", "[", "\"\<BestFitParameters\>\"", "]"}], ",", + RowBox[{"1", "-", + RowBox[{"EasyMatchT", "[", + RowBox[{"data", ",", "cfitd", ",", + RowBox[{"tmax", "-", "25", "+", "i"}], ",", + RowBox[{"tmax", "+", "tmatchend"}]}], "]"}]}]}], "}"}]}], ",", + RowBox[{"{", + RowBox[{"i", ",", "0", ",", "85"}], "}"}]}], "]"}]}], ";"}]], "Input", + CellChangeTimes->{{3.773460992372714*^9, 3.7734611839278383`*^9}, { + 3.7734612281773167`*^9, 3.7734612675750628`*^9}, {3.7734613578076267`*^9, + 3.773461396564507*^9}, {3.773461449517186*^9, 3.773461583473967*^9}, { + 3.77346165244177*^9, 3.7734616526007223`*^9}, {3.773461741087099*^9, + 3.773461796703034*^9}, {3.773462354898953*^9, 3.7734623555833397`*^9}, { + 3.773462423058612*^9, 3.773462440862245*^9}, {3.773462554671124*^9, + 3.773462556669766*^9}, {3.7734626296469927`*^9, 3.773462649178252*^9}, { + 3.77346287009074*^9, 3.773462873854763*^9}, {3.773462933239792*^9, + 3.773462933678555*^9}, {3.773463006869624*^9, 3.773463034164439*^9}, { + 3.778391156809305*^9, 3.7783911640847387`*^9}, 3.77839178948003*^9, { + 3.778838141756379*^9, 3.77883814740281*^9}, {3.77893529916586*^9, + 3.778935299451817*^9}, 3.7850490258637743`*^9, 3.799114710225519*^9, { + 3.799114843822413*^9, 3.799114844102523*^9}, 3.799115144079442*^9}, + CellLabel->"In[59]:=",ExpressionUUID->"a5b94227-804f-491e-a39b-93fc5aafafdf"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"tab\[Alpha]4", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"data", "=", + RowBox[{"Select", "[", + RowBox[{"mysxscase22modeRD", ",", " ", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", + RowBox[{"tmax", "+", "i", "-", "25"}]}], "&"}]}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"cfit", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"data", ",", "ans4", ",", + RowBox[{"{", + RowBox[{"x0", ",", "x1", ",", "x2", ",", "x3", ",", "x4"}], "}"}], + ",", "t"}], "]"}]}], ";", "\[IndentingNewLine]", + RowBox[{"cfitd", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{"Normal", "[", "cfit", "]"}], "/.", + RowBox[{"t", "->", + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}]}], "}"}], "]"}]}], + ";", "\n", + RowBox[{"{", + RowBox[{ + RowBox[{"i", "-", "25"}], ",", + RowBox[{ + RowBox[{"Total", "[", + RowBox[{ + RowBox[{"Abs", "[", + RowBox[{"cfit", "[", "\"\<FitResiduals\>\"", "]"}], "]"}], "^", + "2"}], "]"}], "/", + RowBox[{"Length", "@", "data"}]}], ",", + RowBox[{"AICcRes", "[", + RowBox[{ + RowBox[{"cfit", "[", "\"\<FitResiduals\>\"", "]"}], ",", "5"}], + "]"}], ",", + RowBox[{"1", "-", + RowBox[{"EasyMatchT", "[", + RowBox[{"data", ",", "cfitd", ",", + RowBox[{"tmax", "-", "25", "+", "i"}], ",", + RowBox[{"tmax", "+", "tmatchend"}]}], "]"}]}]}], "}"}]}], ",", + RowBox[{"{", + RowBox[{"i", ",", "0", ",", "85"}], "}"}]}], "]"}]}], ";"}]], "Input", + CellChangeTimes->{{3.773460992372714*^9, 3.7734611839278383`*^9}, { + 3.7734612281773167`*^9, 3.7734612675750628`*^9}, {3.7734613578076267`*^9, + 3.773461396564507*^9}, {3.773461449517186*^9, 3.773461583473967*^9}, { + 3.77346165244177*^9, 3.7734616526007223`*^9}, {3.773461741087099*^9, + 3.773461796703034*^9}, {3.773462354898953*^9, 3.7734623555833397`*^9}, { + 3.773462423058612*^9, 3.773462440862245*^9}, {3.773462554671124*^9, + 3.773462556669766*^9}, {3.7734626296469927`*^9, 3.773462649178252*^9}, { + 3.77346287009074*^9, 3.773462873854763*^9}, {3.773462933239792*^9, + 3.773462933678555*^9}, {3.773463006869624*^9, 3.7734630091588078`*^9}, { + 3.773463040693071*^9, 3.773463048468889*^9}, {3.778391146605197*^9, + 3.778391152100634*^9}, 3.778391787216819*^9, {3.7789352965728617`*^9, + 3.778935297094542*^9}, 3.785049027735767*^9, 3.799114712066942*^9, { + 3.799114841004898*^9, 3.799114841443447*^9}, 3.799115146234879*^9}, + CellLabel->"In[60]:=",ExpressionUUID->"6c17def2-9932-42d6-9c79-d36e4d075d98"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"tab\[Alpha]5", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"data", "=", + RowBox[{"Select", "[", + RowBox[{"mysxscase22modeRD", ",", " ", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", + RowBox[{"tmax", "+", "i", "-", "25"}]}], "&"}]}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"cfit", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"data", ",", "ans5", ",", + RowBox[{"{", + RowBox[{ + "x0", ",", "x1", ",", "x2", ",", "x3", ",", "x4", ",", "x5"}], + "}"}], ",", "t"}], "]"}]}], ";", "\[IndentingNewLine]", + RowBox[{"cfitd", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{"Normal", "[", "cfit", "]"}], "/.", + RowBox[{"t", "->", + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}]}], "}"}], "]"}]}], + ";", "\n", + RowBox[{"{", + RowBox[{ + RowBox[{"i", "-", "25"}], ",", + RowBox[{ + RowBox[{"Total", "[", + RowBox[{ + RowBox[{"Abs", "[", + RowBox[{"cfit", "[", "\"\<FitResiduals\>\"", "]"}], "]"}], "^", + "2"}], "]"}], "/", + RowBox[{"Length", "@", "data"}]}], ",", + RowBox[{"AICcRes", "[", + RowBox[{ + RowBox[{"cfit", "[", "\"\<FitResiduals\>\"", "]"}], ",", "6"}], + "]"}], ",", + RowBox[{"1", "-", + RowBox[{"EasyMatchT", "[", + RowBox[{"data", ",", "cfitd", ",", + RowBox[{"tmax", "-", "25"}], ",", + RowBox[{"tmax", "+", "tmatchend"}]}], "]"}]}]}], "}"}]}], ",", + RowBox[{"{", + RowBox[{"i", ",", "0", ",", "85"}], "}"}]}], "]"}]}], ";"}]], "Input", + CellChangeTimes->{{3.773460992372714*^9, 3.7734611839278383`*^9}, { + 3.7734612281773167`*^9, 3.7734612675750628`*^9}, {3.7734613578076267`*^9, + 3.773461396564507*^9}, {3.773461449517186*^9, 3.773461583473967*^9}, { + 3.77346165244177*^9, 3.7734616526007223`*^9}, {3.773461741087099*^9, + 3.773461796703034*^9}, {3.773462354898953*^9, 3.7734623555833397`*^9}, { + 3.773462423058612*^9, 3.773462440862245*^9}, {3.773462554671124*^9, + 3.773462556669766*^9}, {3.7734626296469927`*^9, 3.773462649178252*^9}, { + 3.77346287009074*^9, 3.773462873854763*^9}, {3.773462933239792*^9, + 3.773462933678555*^9}, {3.773463006869624*^9, 3.7734630091588078`*^9}, { + 3.773463040693071*^9, 3.773463069280342*^9}, {3.773463285215919*^9, + 3.773463285397725*^9}, {3.776510603738565*^9, 3.7765106044460163`*^9}, { + 3.778391129213481*^9, 3.778391142682551*^9}, 3.778391784846303*^9, { + 3.778935292963808*^9, 3.778935293637151*^9}, 3.78504902884448*^9, + 3.799114714149508*^9, {3.799114838595459*^9, 3.799114839104974*^9}, + 3.7991151474915657`*^9}, + CellLabel->"In[61]:=",ExpressionUUID->"22c6a271-d0d2-43b8-ad82-01f037d33540"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"tab\[Alpha]6", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"data", "=", + RowBox[{"Select", "[", + RowBox[{"mysxscase22modeRD", ",", " ", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", + RowBox[{"tmax", "+", "i", "-", "25"}]}], "&"}]}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"cfit", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"data", ",", "ans6", ",", + RowBox[{"{", + RowBox[{ + "x0", ",", "x1", ",", "x2", ",", "x3", ",", "x4", ",", "x5", ",", + "x6"}], "}"}], ",", "t"}], "]"}]}], ";", "\[IndentingNewLine]", + RowBox[{"cfitd", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{"Normal", "[", "cfit", "]"}], "/.", + RowBox[{"t", "->", + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}]}], "}"}], "]"}]}], + ";", "\n", + RowBox[{"{", + RowBox[{ + RowBox[{"i", "-", "25"}], ",", + RowBox[{ + RowBox[{"Total", "[", + RowBox[{ + RowBox[{"Abs", "[", + RowBox[{"cfit", "[", "\"\<FitResiduals\>\"", "]"}], "]"}], "^", + "2"}], "]"}], "/", + RowBox[{"Length", "@", "data"}]}], ",", + RowBox[{"AICcRes", "[", + RowBox[{ + RowBox[{"cfit", "[", "\"\<FitResiduals\>\"", "]"}], ",", "7"}], + "]"}], ",", + RowBox[{"1", "-", + RowBox[{"EasyMatchT", "[", + RowBox[{"data", ",", "cfitd", ",", + RowBox[{"tmax", "-", "25"}], ",", + RowBox[{"tmax", "+", "tmatchend"}]}], "]"}]}]}], "}"}]}], ",", + RowBox[{"{", + RowBox[{"i", ",", "0", ",", "85"}], "}"}]}], "]"}]}], ";"}]], "Input", + CellChangeTimes->{{3.773460992372714*^9, 3.7734611839278383`*^9}, { + 3.7734612281773167`*^9, 3.7734612675750628`*^9}, {3.7734613578076267`*^9, + 3.773461396564507*^9}, {3.773461449517186*^9, 3.773461583473967*^9}, { + 3.77346165244177*^9, 3.7734616526007223`*^9}, {3.773461741087099*^9, + 3.773461796703034*^9}, {3.773462354898953*^9, 3.7734623555833397`*^9}, { + 3.773462423058612*^9, 3.773462440862245*^9}, {3.773462554671124*^9, + 3.773462556669766*^9}, {3.7734626296469927`*^9, 3.773462649178252*^9}, { + 3.77346287009074*^9, 3.773462873854763*^9}, {3.773462933239792*^9, + 3.773462933678555*^9}, {3.773463006869624*^9, 3.7734630091588078`*^9}, { + 3.773463040693071*^9, 3.7734630900181513`*^9}, {3.773463268807609*^9, + 3.7734632691198893`*^9}, {3.7783910957394648`*^9, 3.778391103258176*^9}, + 3.7783917807847548`*^9, {3.778935289834325*^9, 3.778935291328824*^9}, + 3.7850490307599154`*^9, 3.799114716367425*^9, {3.7991148356723433`*^9, + 3.799114835817586*^9}, 3.799115148386146*^9}, + CellLabel->"In[62]:=",ExpressionUUID->"4b73c7eb-ffcb-4270-be7a-48589f4b7678"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"tab\[Alpha]7", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"data", "=", + RowBox[{"Select", "[", + RowBox[{"mysxscase22modeRD", ",", " ", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", + RowBox[{"tmax", "-", "25", "+", "i"}]}], "&"}]}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"cfit", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"data", ",", "ans7", ",", + RowBox[{"{", + RowBox[{ + "x0", ",", "x1", ",", "x2", ",", "x3", ",", "x4", ",", "x5", ",", + "x6", ",", "x7"}], "}"}], ",", "t"}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"cfitd", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{"Normal", "[", "cfit", "]"}], "/.", + RowBox[{"t", "->", + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}]}], "}"}], "]"}]}], + ";", "\n", + RowBox[{"{", + RowBox[{ + RowBox[{"i", "-", "25"}], ",", + RowBox[{ + RowBox[{"Total", "[", + RowBox[{ + RowBox[{"Abs", "[", + RowBox[{"cfit", "[", "\"\<FitResiduals\>\"", "]"}], "]"}], "^", + "2"}], "]"}], "/", + RowBox[{"Length", "@", "data"}]}], ",", + RowBox[{"AICcRes", "[", + RowBox[{ + RowBox[{"cfit", "[", "\"\<FitResiduals\>\"", "]"}], ",", "8"}], + "]"}], ",", + RowBox[{"cfit", "[", "\"\<BestFitParameters\>\"", "]"}], ",", + RowBox[{"1", "-", + RowBox[{"EasyMatchT", "[", + RowBox[{"data", ",", "cfitd", ",", + RowBox[{"tmax", "-", "25", "+", "i"}], ",", + RowBox[{"tmax", "+", "tmatchend"}]}], "]"}]}]}], "}"}]}], ",", + RowBox[{"{", + RowBox[{"i", ",", "0", ",", "85"}], "}"}]}], "]"}]}], ";"}]], "Input", + CellChangeTimes->{{3.773460992372714*^9, 3.7734611839278383`*^9}, { + 3.7734612281773167`*^9, 3.7734612675750628`*^9}, {3.7734613578076267`*^9, + 3.773461396564507*^9}, {3.77346163065844*^9, 3.7734616374696198`*^9}, { + 3.77346252057047*^9, 3.773462528965446*^9}, 3.773462563820984*^9, { + 3.773462738872457*^9, 3.7734627449631863`*^9}, {3.773462788369128*^9, + 3.773462828829707*^9}, {3.77346294243993*^9, 3.773462942953602*^9}, { + 3.777690901936556*^9, 3.777690933016461*^9}, {3.778390929304048*^9, + 3.77839093752326*^9}, {3.778391056167204*^9, 3.7783910601931267`*^9}, + 3.7783917753172197`*^9, {3.7788382283520823`*^9, 3.7788382288959637`*^9}, { + 3.778935258845723*^9, 3.778935286213812*^9}, 3.7850490369642067`*^9, + 3.7991147190102663`*^9, {3.799114804149939*^9, 3.799114816173792*^9}, + 3.799115150137766*^9, {3.800074863730254*^9, 3.800074864148219*^9}, + 3.800076944426656*^9}, + CellLabel->"In[63]:=",ExpressionUUID->"d292fe54-828b-4091-93e1-529c2b946bba"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"lgp", "=", + RowBox[{"ListLogPlot", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"TakeColumn", "[", + RowBox[{"tab\[Alpha]0", ",", + RowBox[{"{", + RowBox[{"1", ",", + RowBox[{"-", "1"}]}], "}"}]}], "]"}], ",", + RowBox[{"TakeColumn", "[", + RowBox[{"tab\[Alpha]1", ",", + RowBox[{"{", + RowBox[{"1", ",", + RowBox[{"-", "1"}]}], "}"}]}], "]"}], ",", + RowBox[{"TakeColumn", "[", + RowBox[{"tab\[Alpha]2", ",", + RowBox[{"{", + RowBox[{"1", ",", + RowBox[{"-", "1"}]}], "}"}]}], "]"}], ",", + RowBox[{"TakeColumn", "[", + RowBox[{"tab\[Alpha]3", ",", + RowBox[{"{", + RowBox[{"1", ",", + RowBox[{"-", "1"}]}], "}"}]}], "]"}], ",", + RowBox[{"TakeColumn", "[", + RowBox[{"tab\[Alpha]4", ",", + RowBox[{"{", + RowBox[{"1", ",", + RowBox[{"-", "1"}]}], "}"}]}], "]"}], ",", + RowBox[{"TakeColumn", "[", + RowBox[{"tab\[Alpha]5", ",", + RowBox[{"{", + RowBox[{"1", ",", + RowBox[{"-", "1"}]}], "}"}]}], "]"}], ",", + RowBox[{"TakeColumn", "[", + RowBox[{"tab\[Alpha]6", ",", + RowBox[{"{", + RowBox[{"1", ",", + RowBox[{"-", "1"}]}], "}"}]}], "]"}], ",", + RowBox[{"TakeColumn", "[", + RowBox[{"tab\[Alpha]7", ",", + RowBox[{"{", + RowBox[{"1", ",", + RowBox[{"-", "1"}]}], "}"}]}], "]"}]}], "}"}], ",", + RowBox[{"Joined", "\[Rule]", "True"}], ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"PlotRange", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"-", "25"}], ",", "50"}], "}"}], ",", "Automatic"}], "}"}]}], + ",", + RowBox[{"Axes", "\[Rule]", "True"}], ",", + RowBox[{"PlotLegends", "\[Rule]", + RowBox[{"Placed", "[", + RowBox[{ + RowBox[{"LineLegend", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + "\"\<n=0\>\"", ",", "\"\<n=1\>\"", ",", "\"\<n=2\>\"", ",", + "\"\<n=3\>\"", ",", "\"\<n=4\>\"", ",", "\"\<n=5\>\"", ",", + "\"\<n=6\>\"", ",", "\"\<n=7\>\""}], "}"}], ",", + RowBox[{"LabelStyle", "\[Rule]", + RowBox[{"{", + RowBox[{"FontSize", "\[Rule]", "12"}], "}"}]}], ",", + RowBox[{"Spacings", "\[Rule]", "0.2"}]}], "]"}], ",", + RowBox[{"{", + RowBox[{"0.85", ",", "0.66"}], "}"}]}], "]"}]}], ",", + RowBox[{"FrameLabel", "\[Rule]", + RowBox[{"{", + RowBox[{ + "\"\<\!\(\*SubscriptBox[\(t\), \(0\)]\)/M\>\"", ",", + "\"\<\[ScriptCapitalM]\>\""}], "}"}]}], ",", + RowBox[{"LabelStyle", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"FontFamily", "\[Rule]", "\"\<Arial\>\""}], ",", "12", ",", + RowBox[{"GrayLevel", "[", "0", "]"}], ",", "Bold"}], "}"}]}], ",", + RowBox[{"GridLines", "->", + RowBox[{"{", + RowBox[{"Full", ",", "Full"}], "}"}]}], ",", + RowBox[{"PlotStyle", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"Directive", "[", + RowBox[{"RGBColor", "[", + RowBox[{"0.`", ",", "0.62`", ",", "0.53"}], "]"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"RGBColor", "[", + RowBox[{"1.`", ",", "0.`", ",", "0.38`"}], "]"}], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"l1", ",", "s", ",", "l1", ",", "s", ",", "l1", ",", "s"}], + "}"}], "]"}]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"RGBColor", "[", + RowBox[{"0.`", ",", "0.73`", ",", "1.`"}], "]"}], ",", + "DotDashed"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"RGBColor", "[", + RowBox[{"1.`", ",", "0.71`", ",", "0.`"}], "]"}], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"l1", ",", "l1", ",", "s", ",", "l2", ",", "s"}], "}"}], + "]"}]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"RGBColor", "[", + RowBox[{"0.46", ",", "0.", ",", "0.62"}], "]"}], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"l1", ",", "s", ",", "l1", ",", "s", ",", "l2", ",", "s"}], + "}"}], "]"}]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"RGBColor", "[", + RowBox[{"0.68", ",", "0.69", ",", "0."}], "]"}], ",", "Dashed"}], + "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"RGBColor", "[", + RowBox[{"0.62", ",", "0.", ",", "0.13"}], "]"}], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"l1", ",", "s", ",", "s", ",", "l2", ",", "s"}], "}"}], + "]"}]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"RGBColor", "[", + RowBox[{"1.", ",", "0.53", ",", "0.25"}], "]"}], ",", "Dotted"}], + "]"}]}], "}"}]}], ",", + RowBox[{"Epilog", "\[Rule]", + RowBox[{"{", + RowBox[{"{", + RowBox[{"Text", "[", + RowBox[{ + RowBox[{"Style", "[", + RowBox[{"tag", ",", "Black", ",", "12"}], "]"}], ",", + RowBox[{"Scaled", "[", + RowBox[{"{", + RowBox[{"0.13", ",", "0.1"}], "}"}], "]"}]}], "]"}], "}"}], + "}"}]}]}], "]"}]}]], "Input", + CellChangeTimes->{{3.7734613044767237`*^9, 3.773461332374679*^9}, { + 3.773461466110244*^9, 3.773461470623867*^9}, {3.773461680286512*^9, + 3.773461684286964*^9}, {3.773461745040203*^9, 3.773461802760359*^9}, { + 3.7734629846848307`*^9, 3.773462998753442*^9}, {3.773463101761035*^9, + 3.773463142760619*^9}, {3.773463176663828*^9, 3.773463245838502*^9}, { + 3.773463307535138*^9, 3.773463365586461*^9}, {3.773463460922678*^9, + 3.773463462092757*^9}, {3.773467510758847*^9, 3.7734676079545097`*^9}, { + 3.7736428640966787`*^9, 3.773642865403668*^9}, {3.773644155797385*^9, + 3.773644171958435*^9}, 3.7736442177713757`*^9, {3.773644388192883*^9, + 3.773644388563861*^9}, {3.7736444912480516`*^9, 3.773644516191242*^9}, { + 3.773644701082172*^9, 3.7736447407685127`*^9}, {3.7736451501436*^9, + 3.773645159477666*^9}, {3.7736452475203857`*^9, 3.773645247634829*^9}, { + 3.7736458270312853`*^9, 3.773645836388389*^9}, {3.7736461484920273`*^9, + 3.773646149092774*^9}, {3.7736461858314953`*^9, 3.773646190677045*^9}, { + 3.773986760106296*^9, 3.7739867617213097`*^9}, {3.773986814588974*^9, + 3.773986820131647*^9}, {3.773986918935803*^9, 3.7739869192285213`*^9}, { + 3.7739869528793793`*^9, 3.773986969379004*^9}, {3.773987126290687*^9, + 3.773987144053624*^9}, {3.773987781542832*^9, 3.773987793655569*^9}, { + 3.776511395151148*^9, 3.776511463744636*^9}, {3.7765115007783747`*^9, + 3.776511548289946*^9}, {3.7766700567476*^9, 3.776670057102552*^9}, { + 3.776763029853405*^9, 3.776763039197775*^9}, {3.776763081443668*^9, + 3.776763201182691*^9}, 3.778241165219446*^9, 3.77824120069975*^9, { + 3.778241245335671*^9, 3.778241253662249*^9}, {3.7783909457394123`*^9, + 3.778390999898707*^9}, {3.778391218963851*^9, 3.77839124243533*^9}, { + 3.77855571489474*^9, 3.778555720222189*^9}, {3.778555755137555*^9, + 3.7785557565516644`*^9}, {3.778557969998365*^9, 3.7785579774932137`*^9}, { + 3.7785584507946777`*^9, 3.7785586366126547`*^9}, {3.77855873645478*^9, + 3.778558773808015*^9}, {3.778566016519109*^9, 3.778566076752542*^9}, { + 3.778913118323444*^9, 3.7789131499650106`*^9}, {3.7790142050597982`*^9, + 3.7790142656842957`*^9}, {3.779014329621685*^9, 3.779014343085764*^9}, { + 3.779014411736356*^9, 3.7790144118554697`*^9}, {3.779438122179558*^9, + 3.779438163846237*^9}, {3.7794382600389633`*^9, 3.779438417642955*^9}, { + 3.7794384986479483`*^9, 3.779438530765313*^9}, {3.779438593406919*^9, + 3.7794386208889847`*^9}, {3.779438708390155*^9, 3.779438711461022*^9}, + 3.779441652973299*^9, {3.780061918759651*^9, 3.780061918886365*^9}, { + 3.780062002517549*^9, 3.7800620044954023`*^9}, {3.780062041031516*^9, + 3.780062120100862*^9}, {3.7800621734754143`*^9, 3.7800621885003633`*^9}, { + 3.7800622203493*^9, 3.780062245571018*^9}}, + CellLabel->"In[64]:=",ExpressionUUID->"0b23fd73-1e2c-4c35-ac74-e123a3fa97f6"], + +Cell[BoxData[ + TagBox[ + GraphicsBox[{{{}, {{{}, {}, + {RGBColor[0., 0.62, 0.53], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], LineBox[CompressedData[" +1:eJw1zg1M00cYwOE/IJOVOEltXQtdKV2FtmKDfEOVvhQKbaFAyFLDBsyxtSsy +Kquj26yQhhDAbgO0gVVgAYOxEnW6WdiSTXsgDNTFJRrGALeEukUzC2HKPkTd +V3zvksvlyS/33sXV7C83hTIMY/xv/38+XVlEq1b7P7Jd9T91JnFtuKXb/9o1 +dAbJ3j5WP/AtdTpx5589SIao04jMru1ZnKX3U4lI7oxjDlxBp5A1Z4fsmHsa +nUxkwTY3q2EKvZMoqyOPX6+7jE4i5xensnWSCbSCtL/f+bLxVepE8o0BOq9+ +OomWE8NoSUOXkL4nJcMqV57X/B06nhxOa96gH7yJlpCzrawQ7q4f0GKSmHfP +5276ES0ifbeCLynPLaEFpPbIHr9v5Wc0jyykhG8abbqL5pA7nOnvLVVBdBQ5 +EzCyzhWuoiNIo6j0rtd1H82Q0L72kea/1tCr/oi9W1lhR/+kneENznTc3rNO +u0oinOUP6J/QDgo+eTs5jSE4H3ZPVs51L4ago+BDc/KCzBOG5sArwYf1HfvC +0Tyoi3EeCy3fiBbA1yfKnowbnkWLoMfpYs9WRqLFYMm0tGiaN6ElEGHpte34 +bDM6HkZBPGxaj0JLoajL80+RhI2Ww5HTNcFE4xZ0InhvxPRGdXPQClgOUc2z +b3DRSZBTwn2kETyP3gnVm9/j9lp56GQ4PPW4dHyGj06B81tVAzZ5DDoVAlLR +xga3AJ0GrQ/nowfDhOh0qD1aXtpyMBadAabtaz9xHCJ0JhQc4n7Bz4pDZ8GS +OI478YA6G/aaMthtJ8VoJQjXP8idKn4RvQv2qfnjMwHq3VAxoiqwmiXoHEgZ +urTDOEetguAFo/3z9G1oAHZFj+9RG9oJ8PhC0/L1a7Tnwt+nv9K9wIrHnguf +DDkvObRoRg0nJvoDQ520q+He/AzLfpv2PKhcnS/n6hOw58Fkle3UwkU0kw9f +brlc36SQYs+HfkVZs6sFzWhgMfKBMHaEdg0kvGN/y3qG9gIQeKrDx07RXgAm +r6Pw4hjthdCuPpmjDNBeCHprl6kmXoZdC97GZzwfv4l2aiF6evaQz067Dpjo +2KUKJe06KOv79Y/JOTpfD69H/G4Npf916iE11wy1VbQXwbDGZ1t20F4E/qT7 +DvMd2othLcTXaOmn84shX1PX/YZWjt0ArR7Pu77n0E4DSEtLVmQr9H4J/HaA +98vNKwnkX89AkLg= + "]]}, + {RGBColor[1., 0., 0.38], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.025, 0.0125}], + LineBox[CompressedData[" +1:eJw90QtMU2cUwPFSGZp1ZQLjsVq0YK3IUPqQWh7aU6CVghXro1tN5wTUoBgr +GGPUOJlMFBG36FzULRtiFKVMthrjY8Z+NYJgJC6jW2UVBWfDozFWQDH4NpzT +m9zc/PLPPedLvrhC6+LVXA6HY3r3vv+OPalsZofaFyL7xzFmFXtx+ap9sNmF +nsNmfnHF2VpGVrKm0mBTSzE5hQUPdPe4usizGZjYVf24f9EK1jVZcHfXSzda +zmy12wqjPP+hZczS6jMsr7uHlrLvudWxSfU96FksYe1w1V/rH6KT2E+hP0el +1/aiE1nPK759CHzoBCY4qKofyn+MlrAXN20bHL1P0GJ2RJ7/3daCYXQ883Lb +DIboEbSI5TpGbzl5o2gh467f9+tvmlfoGFazTBwfvoLDxvwJu1itl8vUXPRE +timr5IFHG4yewNoF6+IubApBc1h3vNtnujkB7Xd8fO1HdXIejzrHo5O8/HaE +T11dVekSSYsnUof+C/1FGl8YzQddkzJWsTuC9oO3mHdCrIyk84HKfKk08XUU +Ogaeb215VNoVgxbCN65CyxaXAC0Ce4mlVvtQiI4Hd0nQYXvoFLQYwr2K1IU2 +EVoC3o33WmO749AJYHxWmXw2YSo6EbLFHY2mvWJ0EtwVXd8eFCRBz4JHtw7c +vr9/OloK+046j5n5M9AyMEZqDoSnJKLlEOnvL8y4SFbAYq5ANPcSeTaEmvsG +zu0np4DOuUwjLCArofmprTxOS54D1uopsCOVrIK989yn6gJOhfSwEcd0DTkN +jE/LK9oM5HR40Oc3lFjIGWDM+33k8iryXPhsiZ9VBvo8uLM0etSTRVZDXU6G +WTeDDLD0RsTjvlh0OcCb1/UWWaBrYHIa78s72dQ10OIeZNwV1DOhyFpkzviK +eib8kRKWuyiwLwv8/WkFRyZRz4Lzz0/s7uRQz4aha2fPTAqmng18yZr2qsB+ +LUxtVh3VrKGuhbYPG4Y/+oW6DnY11mw8bqOuA6m9d+f/X1OfD086OgcypdTn +w6HGkD+n9dF950CDoiXSeh1dngOHj1fU2l3U9bBZn7/888D59VCg8FtvV9D8 +XCirWlezo516LvilEVeaGqjnwcrooM49cup5EG1wf9DlpPkL4NOclfWeH2j/ +AijbwB+8f4O6Abzi8cLk7fS/AU75TxtrREnYFwJvyaq/j+5UsrdCu5ag + "]]}, + {RGBColor[0., 0.73, 1.], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], Dashing[{0, Small, Small, Small}], + LineBox[CompressedData[" +1:eJw90g1MjHEcwPHTyKUXp47SOos4SV2XrrvrRfdDb/dUt5QkcazU0TI5cuNE +3o6TdO28JDakSV5OrJKXuT8ZohUZiYrylnm7wtDLvKz/z7M9e/bZd/+3Z/+J +qavi061YLNb8v++/79ATSLJSi1yTU9rMQ5aS8hreYOi1dmoJGXkvZV9i1wtq +MUnLzb3kre6kDiA+v3UygeoVtYj8TCgJMja/ofYnO1vrHo+s7qaeQeItOVV9 +Dh+p/cjP6V0d2s4v1EJiKtdMjXfupRYQ9qZjZ59v/EbtTSIeL7Qv8vhB7UXU +TgUHxA591J7koL6wnQuD1HzStTrbR6NkkSFPJvXS4B/rw6yoJ5HMjU8bUuYN +p3Yni2SblXsN1tRuRJcZcb20n03tQlq0purQYltqLrG8Sncas8KBmkM2MOnP +Ums51GwyzjdWObjAkZpFHmw1Vh1x5lJbzGdf7Jim/T4WO8t4WpXc9NUZu6zj +irqu3ckVO0xzExrcktxwfliQ5CLMMU/A9aGBV9jcWu6O+4OtjiWNLtaTcP8w +UVtyszXXA88HVpl2N2y4U/D88IF5v1ffyMf/A8M+5n/qNXni/4O44p27tMVe +1Hxoabv/IdTGm9oT2secaknIQntBwWaLWihBe0NA2dHb5l/TqQWQHHhHo25G +C4H/MrtNUYv2A1G+QqU/jp4BJ4Wc+soCtD8wlU2Gzi1oEVT4yL8J8tABwM5K +S+/bhhaDojdrsUmHlgDPX+rxaAdaCqM7H/QX/J8vEHgVHezdGnQQBOUvJ8Jl +6GAwjc1OO8egQ0C83171ToKeCRzRVdttgehQeHi3vr9nLloG+tGCAekaNMD2 +EwPGKbifPIC7m/bcqfu//ixwrL2fIUnAPgvW2kS7GITYZ0O14n3wBj722XC5 +R+7nK8M+B17vP6qsyME+B4rC4iYnXcQeBtzzn0X7GrGHAbvravdgJfZwsCz/ +bs3JxB4O4YV65XV37BHANMXeXPeV3o+8CEirijKX9eB9iQTmU0hMIQ/HR8IW +g7hbrcLxUXAhviyRU4o9CmS+kb9CjNjl4CeTH3obhF0O2edGDZv/FOdnQNdt +c8ujFNdnIGqlnc71AvZo2JPonzFgj+OjoSQjd9yoyzh/DNRU61a0Gul9zYsB +2xHDDzPjfWiPBbul+pqGJ9hjoeXMbe1pPt5vBTyLW7IsX+NF/gB3x5Iz + "]]}, + {RGBColor[1., 0.71, 0.], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.025, 0.0125, 0.001, 0.0125}], + LineBox[CompressedData[" +1:eJw903lMU1kUwOEW7VQxjChowYVpoW2gC2uBqlROC1ToqxgQCgbBlYx21IoK +IsKURlAyMM6CuMy4IC5/qLHG1D2RG9GAgIKoMKLGCGZAiAEEQYFQNdzTlzQv +X365597btIL1psRMJxaLZfj2+f6efBaRto3n/vo78V31pJXEtLXtn4OG/6nD +yVDchG38STd1GMlVjY/G1fZSh5LKqW1CnbKPWkF6LA8el5YPUIeQfMXSKl3D +IHUwGTgSMGyIGaYOIvJHbEvY1C/UgaQ2a/QUe8Y4tT+xXdA6rUu3U8tI5k5T +0X0zm0xaQjipiTWee6dQ+5JL1vT/mDMcajExjlS8DxjjUgvJQZOb/nGxM7U3 +YfvVLUjTulDzSWD971Ie35V6ASm3OMsz7syi9iAplv3iuhw3ancSENqaIUqa +Q+1K9iwJ8U9K5lFPI+Ljmgom35OaRTRqmUtww3zq/mpReldaSbQXdtZprmjt +7Ww+9siF/1ar+R0C7BCo6v5cZvTB+VBz5HC92U2E+8OVNZzUlg4xng/uqje/ +uffSF88PEw+bE1hdErwfhP04uPG3YhneH4428JhKrhy/H2Budpz4+BK7EN4V +qOcUn0OLIVGg8vEoRftCk6/ANNsxTwLeM1bWqPahZaAqOtCtyEP7g/xYcmSE +ER0Iu82n8/Sr0UEwUGXN/CkVHQyPbHad3dFDwNrtLmhcj1ZA32CEMNzhUGAu +tsud09Bh0OTBlD9dgQ6HCs9BrRugldC+WHbhlRS9CEqG4vXGeejF0O4e+wd4 +oJeApKS19ZoMHQERQ6uarzvmq8DIack1bEYvBdHV9pbmDehIONl7aKhKgwbo +aW3kZnhRFwL8+evwCstM7GoQVW7htHljV4P1mUHalIxdA8FiUYK8HLsG6or7 +JdU27FEQahwZk57AHgWpOz69d1+FPRq2Zs5K4btij4bRgYqZfW+ltMeA3WXC +xes1dWEMxPuc3XvZCddr4cb2BMY1CtdrYZ7tB1V+NvZlIFaOv9j2M/ZlUJ/3 +2Vo7F3ssPM/pLPC7hfNjoUiiqNVYcP84sP/yIYddgj0O/Pq7lObn2HVQ1rOw +k+eYr4NNuz6c5Anw98xAVm9BaVoVdSED+55YO4kZux6EZxr9RsdwvR62KC/5 +Zyfh+ZZDyLSsjNwduP9yOO51foT7Ef9P8ZCSrppe/yCIfAUTAInD + "]]}, + {RGBColor[0.46, 0., 0.62], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.001, 0.0125}], + LineBox[CompressedData[" +1:eJw90g0s1HEYB/C7vBUld5yuXDp13elITq46RY9zTndIhKL1IpNeNC9tKpr+ +My9ZKqs2tcZKqiksrWS9+YnSVkN10ZQ5cUt16OZlhV7n9/hv//332Xe/53l+ ++z8uu5MjEmawWKzof+//79SjIObnkp4IZcb6Ka8h+slHyeyEIerVJKU53s54 +0kS9ijwNMWjDrw9Ty8kXt9duZ83GqL1JoHzFAs71H9QrSXD2U0590QS1F2FH +leqFzb+pZURnrRu8IWaTKXuS8xm/bCftzag9yL6Is0lSDwtqd+LX8COLd8SK +Wkoiox379SOzqF3JwrV3O4w3ZlOLyVgoq7ft/FxqEVHfFhbe2smhXkyWtqcE +PeLZUwuJk11iWfWgA7WAZAvS2DVGR2o++brj5QEH7nxqBxI17mDcHudEbUda +S76FJXYtpJ5JKkPHU1+phNQs0lba8EJ0z4X6e32RskBRoVyCOeuizZY5cSYR +5ut1He2XEp6LMYc206naj02uWB/yiofalR+k2B8e5j4O5192x/nApYQ73zl2 +Oc4PTI7MvlCDFkB316fOOwK0EJp5B6VBM9GLYVcHVx9vjRbBmV7bpNM8tBga +C3J97zqhXcG8bE+jpSNaCiWSr9cCZqHdwTuSb+PFQnuAcKB9soKN9oSUfkms +uQ1aBtV9GfIyLtoLtC9/nuBw0Cvh8LMs5qgV2hu2XhkoKB7H+8shesiYn/wN +vQqqxYGKa53o1XAlc/hiZCt6Dfj1xOwv0KEVYEpoyfgwiPaBNE3FhcbpedaC +bZ6OvVeMXgdV6XY3l/HRvmChSdc1DeN5P0icUczxe4deD2GNl06MvUYDjO3/ +5JxnomYAyj1z5xx2w3r+wN4kKjwaT834w9tzznsMqZgroVZo0GerMVfCoRyf +A+mTWD8A8lX+3/seYv0AeLa7lz+7FHMVVJrmlstuYa6C1Dv2n9VdmAcCY13X +tgT/NxMIy7rrnPLk2F8ND2okp37h/jBqGD3Oe19fheeDoHMgayJ3G9YPgpjw +N47rFJhvgEzu6ATZgvkGWNHUc3noAeYasK0asXKNwfoauH01arOlmQfNteCc +GhfrrqVmtOB7U2Ip+IPzBYMkdpHFDgbPB0ND0/3Huul9CYGTUpFqXhr2DwH+ +afFghBrzUCgaOZbThfvAhELmhfTK8ul93wgGH0P4aMty8heerI6A + "]]}, + {RGBColor[0.68, 0.69, 0.], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], Dashing[{Small, Small}], + LineBox[CompressedData[" +1:eJw90Q1Qi3EcwPF5S/NyRmnJyvSiJKnWUmvZr2xtbU15y0sklHPXRTrbDXeM +Yym6XrYiL7nJtdK44kJx9pfjOnJh561Fcs4mh1o4joTr//PcPffc577P73f3 +f57Zm7Yvyx7NYDDS/t7/niNXDHHYLeEZaqdlxNHEcZ1Z2HzsC/VCYo1mOdhD +36ijCPMMyz6p/gc1n4hIepCp+hd1JOFVRX462jtMzSM5Dz3uDrWOIiOOII8c +D75tbhxDHU46zGnlF63jqMOI6QPrbHegK3UoCbAbpZGNE6hDyIXZLKMobzJ1 +MNH06S695bOog0iCzTI+1zqVeg651qvS2MrdqP3Je2Hl/nz1dGpfsifCzbtK +y6bmkrxc/YO3l2dQc8gnoepmiBuH2pPcrv/BNht9qN1JnI2bWd3EpWaRtlt9 +A2tDfaldSU/Ab0v0PT9qBln/XrktozCAut8SBlHG1LxA7IwsXfPglr1zsYsa +P1c/byibhx3a6mKVNbPm437o8Iq5u+skmgWSZ6c37TuEdgf9fq+xHVvRnrBg +aKAtLQvNAWdGu7c6H82Fsh0ifrkO7QtPNCbrTAPaH1r0u7Jq/3sOHFRX+zQc +RQeB3O9qOqcAHQyxwlvMiiPoENB7LPJSHEeHwrJupaiqBh0G7RXa/Dvn0OEw +pWajdOopdAT4rCw9fKIEzYPazEqX3APoSOBFZPLP7UTzwSEF5oocdBRMzPn6 +vDUPvRBS/ZKHVxeho0FinMhrvYiOgWtLE94x76AF4GtIdF5tQcfCo5Qjuysr +0ULoq7XVqTXoOAiX3e8xq9CLYE2zXa6qQIsg/uONK2mdaADjK9d3qvGhI9YC +ZFr7rdM8qBnx0FWwymDro+9r46HX0DmDY8T5BDDY9wmEG7EnwNPHHk21YuyL +IT5ONpiyHPtiECTPG/T8/7/FAMUvCprasIuBna7rOtyFXQLDglLvM2bsEhDK +U3s6l2JPhHWbE5evZWBPhOFtXTf6X4bQLoU6jgvL/Se1Vgri7jXZFek4L4Mi +2+u99V9xXgYu+eZVJSfw/EngUyrrf/Mav08SFHW4nJafxC6HSU57WYs/9r9+ +sa5x7mXcrwDdZ7bmvAL3KwD2HIr6How9GUzjxO0b6rEng+Rmkql0Pe5Xgre+ +XMBJwf1KeMbNLpj/G+eXwECxwuoUh5E/KJiXuQ== + "]]}, + {RGBColor[0.62, 0., 0.13], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.0125, 0.0125, 0.001, 0.0125}], + LineBox[CompressedData[" +1:eJxF0QlIk2EcBvDPpJx2LY+lOG1bZjV10+l0M7X/mtM5Z0pUGjokTVu3Ya4y +8uiislqWZDXMTMWjkujAUUlvdkGSZqemndhF17BS03Xi+7cPPj5+PDzvA+/H +T1szL2MUwzAL/77/vsOPnLTvyfyqZfqvDFtGTENisansB3UImapOsR7dZqUO +JpfDrHVPzb+ppaSbY39VVW5Dhh1EbC4+Twrca0sdSPZdHPr0unY0tYQ023ob +kr7bUQcQte3igPYcB2p/IplYdua533hqEYnOnhl3ms2m9iU16h19ovpJ1EIS +GuiaV53hRD2DaAqFfRkqF2pvUiuoOPg5djK1F+EUtcktm9yoBWRMukd3aoc7 +NY80yPsflyzxpOYShya9Z8QBHrUraZvkmZgzQUDtTLIvVGbZ1U+lZpO8X8+c +3+qnUbPIqSqdMSl+OjVDFKl17grdTGrLlTAf4ZRdBh/MmVn+metW8f0wn90z +WBZXfB3NgEnZef4NQbPAaPHYbq5Hs+GcferHYyN2hgNDwqv3mtCu0BJRuair +A80FzfJqRfUXNA9OJBQXvfiBFkCt9NKWkgG0F/hyJ143fkd7Q0OnVlgyiJ4B +rBzHfKW9iFoIiWez3nW5oX3hvsJEmvloERxvvFVX5IH2h9X8hzdbHNEBYF9o +3Jxuh5bA++LDvv5W3AuEKSIj/1cvOggcM2+XS76hpfClX1UlY2E/GNpZutAm +H3QINFRUbM7WoGXAOjfOqSEWLQfTNq41XoQOhSxFyN7kcehZ4PY5+f01Bh0G +KbLG0hWT0eFQ5SK+xdGiI2Ds4AnycCd6NtwZfTvVpwYN0HrJnX+siLoAIFem ++62PwlwBlaLyxB24V6AAQ0/rhJ6R/zkHvGISjrt0UxfMgWhzb7DNyP0pgfPg +SJg5EvtK4M63+9i+HPNIsEgS5r2MxzwS9g8MlRpG7lsFK3+yOfcq8XwVLGt8 +tXTXWsyjIFvJ2vQoF/MoyPTTb9h9E/NocP3gMvD//GjIN9vW9vbhvho2bi9w +ikgT01wN17Yyu28oqJkY4B19kxb0APsxkOt86GurHvsakG25sHLuWMw1INB1 +dW7txP1YWHJfXP3BE/NYSLkbLq95hX0txEcZvq2X4r4W1NMXnCxlcD8Omjuy +zh/2w34cWHhJT0LX4/lzofF075q2jVLyB4I+i8w= + "]]}, + {RGBColor[1., 0.53, 0.25], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], Dashing[{0, Small}], LineBox[CompressedData[" +1:eJw90w1Qi3EcwPGpSVxt04VhUm1mZabWy2qq/aql0hZyRfMSDlsj8tLNS2qn +kJd0cSHi5Epc4iLm2qm/QnE6uY5b1LmFyMuJCKHh+v967p577nPf5/k/z/+5 +/99j1caENXYMBiPp3/n/OnQEkxltCYIJx37VDzmIfO/6o1VXDFLLCHOLM0vJ +HEGGHEhy2Ec7BS/sqAPIdXOGztLNpPYnFfpNySFuo6j9iN3dr/My80ZTS4lp ++e8HHC8nal8iju6uuWXPpvYhjpyGghjWWGoJ8bqsKf5sdqEWk617HunF+a7U +3mS6Kq04I3c8tYiI9ab9O8u41EKSaNAsEPdOohaQlDMuJ1r0U6g9yUBHQLKL +kzu1O3m7xvP+kiwPah7pcTIHj2fzqbmEvbRAY7ktoHYlRZa+qe0nhdQcYjif +F1ZaIqJ2JA59spHTzN7UDFLalu0WXymm7q23ho3tYDbOxM7QyA3nlX3oXgUr +07HhmXW4Q43yytemTrQjPFY/P1H7Cc2B8kncoFyWBL8PqtrKG2IlaC4kcXfk +31SiefDzXUrgOTXaHZyrhW0X4tGe8GvE2vlNCWgB+BVpjtSsQAthd+pqzaYM +tAjmt7PvF+5Fe0PWDYN2w0G0GOQ7fhfI96Al0C/wLUnfifaBaHbEzAWb0b6w +svDQPVsqWgq8ssU87Vq0HzxNsHoMpqP9IW9Kd2zqYXQAvPEsf33nGjoQJo4Z +bGc1o2UwcPhgbnAtOghqn/APnTmODoZ+iy1Hm4WWg64npq4oBz0bTnV+4btU +okNgtKK8auRbdCgU3ODnLJs8izoMvslmDLx0QytgWb5IcPUd3g/QfNThQuJZ +aiNAl/SWtXl4vuGQnbb1WtdC7OEQYvthWLQeewSYTHaZNWXYI8BaqBr1sAN7 +JHDrbdXhr7FHwsP4S6npF7ErgW3ROb9SYVeCw7hTaaH22KPAt2fFe/kHut6M +UaCpTLK1umKfA8lVl8NK8H8Z58DGdWmuocPzj4bGj6t+1lVTG6OBP7tRKn2O +PQZ0R1KmTT+APQY2m06GVvOwx0KFtn9xaR2OHwstzErZ9m34/rng0+RlteF6 +Ms6F4jGtLQZ7fD4O9JpPEs5tHD8Ouve9yt5AsKtAFPdUmKjDroLaVnOkbnh9 +qeH0rj95CtyPRjV8/hDl3zcB9188eCiafAqX+pG/0fyNHg== + "]]}}, { + {RGBColor[0., 0.62, 0.53], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6]}, + {RGBColor[1., 0., 0.38], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.025, 0.0125}]}, + {RGBColor[0., 0.73, 1.], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], Dashing[{0, Small, Small, Small}]}, + {RGBColor[1., 0.71, 0.], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.025, 0.0125, 0.001, 0.0125}]}, + {RGBColor[0.46, 0., 0.62], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.001, 0.0125}]}, + {RGBColor[0.68, 0.69, 0.], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], Dashing[{Small, Small}]}, + {RGBColor[0.62, 0., 0.13], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.0125, 0.0125, 0.001, 0.0125}]}, + {RGBColor[1., 0.53, 0.25], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], Dashing[{0, Small}]}}, { + {RGBColor[0., 0.62, 0.53], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6]}, + {RGBColor[1., 0., 0.38], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.025, 0.0125}]}, + {RGBColor[0., 0.73, 1.], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], Dashing[{0, Small, Small, Small}]}, + {RGBColor[1., 0.71, 0.], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.025, 0.0125, 0.001, 0.0125}]}, + {RGBColor[0.46, 0., 0.62], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.001, 0.0125}]}, + {RGBColor[0.68, 0.69, 0.], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], Dashing[{Small, Small}]}, + {RGBColor[0.62, 0., 0.13], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.0125, 0.0125, 0.001, 0.0125}]}, + {RGBColor[1., 0.53, 0.25], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + Dashing[{ + 0, Small}]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}}, { + {RGBColor[0., 0.62, 0.53], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6]}, + {RGBColor[1., 0., 0.38], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.025, 0.0125}]}, + {RGBColor[0., 0.73, 1.], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], Dashing[{0, Small, Small, Small}]}, + {RGBColor[1., 0.71, 0.], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.025, 0.0125, 0.001, 0.0125}]}, + {RGBColor[0.46, 0., 0.62], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.001, 0.0125}]}, + {RGBColor[0.68, 0.69, 0.], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], Dashing[{Small, Small}]}, + {RGBColor[0.62, 0., 0.13], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.0125, 0.0125, 0.001, 0.0125}]}, + {RGBColor[1., 0.53, 0.25], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + Dashing[{ + 0, Small}]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}}}, {{}, {}}}, InsetBox[ + TemplateBox[{ + "\"n=0\"","\"n=1\"","\"n=2\"","\"n=3\"","\"n=4\"","\"n=5\"","\"n=6\"", + "\"n=7\""}, + "LineLegend", + DisplayFunction->(FormBox[ + StyleBox[ + StyleBox[ + PaneBox[ + TagBox[ + GridBox[{{ + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0., 0.62, 0.53]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0., 0.62, 0.53]], {}}}, AspectRatio -> Full, + ImageSize -> {40, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.038000000000000006`] -> + Baseline)], #}, { + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[1., 0., 0.38], + Dashing[{0.225, 0.1125, 0.225, 0.1125, 0.225, 0.1125}]], { + + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[1., 0., 0.38], + + Dashing[{0.225, 0.1125, 0.225, 0.1125, 0.225, + 0.1125}]], {}}}, AspectRatio -> Full, + ImageSize -> {40, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.038000000000000006`] -> + Baseline)], #2}, { + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0., 0.73, 1.], + Dashing[{0, Small, Small, Small}]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0., 0.73, 1.], + Dashing[{0, Small, Small, Small}]], {}}}, AspectRatio -> + Full, ImageSize -> {40, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.038000000000000006`] -> + Baseline)], #3}, { + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[1., 0.71, 0.], + + Dashing[{0.225, 0.225, 0.1125, 0.009000000000000001, + 0.1125}]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[1., 0.71, 0.], + + Dashing[{0.225, 0.225, 0.1125, 0.009000000000000001, + 0.1125}]], {}}}, AspectRatio -> Full, + ImageSize -> {40, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.038000000000000006`] -> + Baseline)], #4}, { + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.46, 0., 0.62], + + Dashing[{0.225, 0.1125, 0.225, 0.1125, + 0.009000000000000001, 0.1125}]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.46, 0., 0.62], + + Dashing[{0.225, 0.1125, 0.225, 0.1125, + 0.009000000000000001, 0.1125}]], {}}}, AspectRatio -> + Full, ImageSize -> {40, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.038000000000000006`] -> + Baseline)], #5}, { + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.68, 0.69, 0.], + Dashing[{Small, Small}]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.68, 0.69, 0.], + Dashing[{Small, Small}]], {}}}, AspectRatio -> Full, + ImageSize -> {40, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.038000000000000006`] -> + Baseline)], #6}, { + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.62, 0., 0.13], + + Dashing[{0.225, 0.1125, 0.1125, 0.009000000000000001, + 0.1125}]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.62, 0., 0.13], + + Dashing[{0.225, 0.1125, 0.1125, 0.009000000000000001, + 0.1125}]], {}}}, AspectRatio -> Full, + ImageSize -> {40, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.038000000000000006`] -> + Baseline)], #7}, { + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[1., 0.53, 0.25], + Dashing[{0, Small}]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[1., 0.53, 0.25], + Dashing[{0, Small}]], {}}}, AspectRatio -> Full, + ImageSize -> {40, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.038000000000000006`] -> + Baseline)], #8}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.2}}, "Rows" -> {{0.2}}}], "Grid"]}}, + GridBoxAlignment -> {"Columns" -> {{Left}}, "Rows" -> {{Top}}}, + AutoDelete -> False, + GridBoxItemSize -> { + "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, + GridBoxSpacings -> {"Columns" -> {{0.2}}, "Rows" -> {{0}}}], + "Grid"], Alignment -> Left, AppearanceElements -> None, + ImageMargins -> {{5, 5}, {5, 5}}, ImageSizeAction -> + "ResizeToFit"], LineIndent -> 0, StripOnInput -> False], { + FontSize -> 12, FontFamily -> "Arial"}, Background -> Automatic, + StripOnInput -> False], TraditionalForm]& ), + Editable->True, + InterpretationFunction:>(RowBox[{"LineLegend", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.0055000000000000005`", "]"}], + ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0., 0.62, 0.53], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[0., 0.41333333333333333`, 0.3533333333333334], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.`", ",", "0.62`", ",", "0.53`"}], "]"}], + NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0., 0.62, 0.53]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0., 0.62, 0.53], Editable -> False, Selectable -> + False]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.0055000000000000005`", "]"}], + ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[1., 0., 0.38], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[0.6666666666666667, 0., 0.25333333333333335`], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"1.`", ",", "0.`", ",", "0.38`"}], "]"}], + NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[1., 0., 0.38]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[1., 0., 0.38], Editable -> False, Selectable -> + False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + + RowBox[{ + "0.025`", ",", "0.0125`", ",", "0.025`", ",", "0.0125`", + ",", "0.025`", ",", "0.0125`"}], "}"}], "]"}]}], "]"}], + ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.0055000000000000005`", "]"}], + ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0., 0.73, 1.], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[0., 0.4866666666666667, 0.6666666666666667], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.`", ",", "0.73`", ",", "1.`"}], "]"}], + NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0., 0.73, 1.]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0., 0.73, 1.], Editable -> False, Selectable -> + False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"0", ",", "Small", ",", "Small", ",", "Small"}], + "}"}], "]"}]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.0055000000000000005`", "]"}], + ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[1., 0.71, 0.], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[0.6666666666666667, 0.47333333333333333`, 0.], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"1.`", ",", "0.71`", ",", "0.`"}], "]"}], + NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[1., 0.71, 0.]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[1., 0.71, 0.], Editable -> False, Selectable -> + False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + + RowBox[{ + "0.025`", ",", "0.025`", ",", "0.0125`", ",", "0.001`", + ",", "0.0125`"}], "}"}], "]"}]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.0055000000000000005`", "]"}], + ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.46, 0., 0.62], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[0.3066666666666667, 0., 0.41333333333333333`], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.46`", ",", "0.`", ",", "0.62`"}], "]"}], + NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.46, 0., 0.62]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.46, 0., 0.62], Editable -> False, Selectable -> + False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + + RowBox[{ + "0.025`", ",", "0.0125`", ",", "0.025`", ",", "0.0125`", + ",", "0.001`", ",", "0.0125`"}], "}"}], "]"}]}], "]"}], + ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.0055000000000000005`", "]"}], + ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.68, 0.69, 0.], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[0.45333333333333337`, 0.45999999999999996`, 0.], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.68`", ",", "0.69`", ",", "0.`"}], "]"}], + NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.68, 0.69, 0.]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.68, 0.69, 0.], Editable -> False, Selectable -> + False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"Small", ",", "Small"}], "}"}], "]"}]}], "]"}], + ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.0055000000000000005`", "]"}], + ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.62, 0., 0.13], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[0.41333333333333333`, 0., 0.08666666666666667], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.62`", ",", "0.`", ",", "0.13`"}], "]"}], + NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.62, 0., 0.13]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.62, 0., 0.13], Editable -> False, Selectable -> + False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + + RowBox[{ + "0.025`", ",", "0.0125`", ",", "0.0125`", ",", "0.001`", + ",", "0.0125`"}], "}"}], "]"}]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.0055000000000000005`", "]"}], + ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[1., 0.53, 0.25], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.6666666666666667, 0.3533333333333334, + 0.16666666666666669`], FrameTicks -> None, + PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"1.`", ",", "0.53`", ",", "0.25`"}], "]"}], + NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[1., 0.53, 0.25]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[1., 0.53, 0.25], Editable -> False, Selectable -> + False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"0", ",", "Small"}], "}"}], "]"}]}], "]"}]}], + "}"}], ",", + RowBox[{"{", + + RowBox[{#, ",", #2, ",", #3, ",", #4, ",", #5, ",", #6, ",", #7, + ",", #8}], "}"}], ",", + RowBox[{"LegendMarkers", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}], ",", + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}], ",", + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}], ",", + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}], ",", + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}], ",", + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}], ",", + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}], ",", + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}]}], "}"}]}], ",", + RowBox[{"Joined", "\[Rule]", + RowBox[{"{", + + RowBox[{ + "True", ",", "True", ",", "True", ",", "True", ",", "True", + ",", "True", ",", "True", ",", "True"}], "}"}]}], ",", + RowBox[{"LabelStyle", "\[Rule]", + RowBox[{"{", + RowBox[{"FontSize", "\[Rule]", "12"}], "}"}]}], ",", + RowBox[{"LegendLayout", "\[Rule]", "\"Column\""}], ",", + RowBox[{"Spacings", "\[Rule]", "0.2`"}]}], "]"}]& )], + Scaled[{0.85, 0.66}], ImageScaled[{0.5, 0.5}], + BaseStyle->{FontSize -> Larger}, + FormatType->StandardForm]}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->{True, True}, + AxesLabel->{None, None}, + AxesOrigin->{0, -24.24798020194277}, + DisplayFunction->Identity, + Epilog->{{ + InsetBox[ + FormBox[ + StyleBox["\"SXS:BBH:0305\"", + GrayLevel[0], 12, StripOnInput -> False], TraditionalForm], + Scaled[{0.13, 0.1}]]}}, + Frame->{{True, True}, {True, True}}, + FrameLabel->{{ + FormBox["\"\[ScriptCapitalM]\"", TraditionalForm], None}, { + FormBox[ + "\"\\!\\(\\*SubscriptBox[\\(t\\), \\(0\\)]\\)/M\"", TraditionalForm], + None}}, + FrameTicks->FrontEndValueCache[{{ + Charting`ScaledTicks[{Log, Exp}], + Charting`ScaledFrameTicks[{Log, Exp}]}, { + Automatic, Automatic}}, {{{{-18.420680743952367`, + FormBox[ + TemplateBox[{"10", + RowBox[{"-", "8"}]}, "Superscript", SyntaxForm -> SuperscriptBox], + TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {-11.512925464970229`, + FormBox[ + TemplateBox[{"10", + RowBox[{"-", "5"}]}, "Superscript", SyntaxForm -> SuperscriptBox], + TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {-4.605170185988091, + FormBox[ + TagBox[ + InterpretationBox["\"0.01\"", 0.01, AutoDelete -> True], + NumberForm[#, { + DirectedInfinity[1], 2}]& ], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {-25.328436022934504`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-23.025850929940457`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-20.72326583694641, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-16.11809565095832, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-13.815510557964274`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-9.210340371976182, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-6.907755278982137, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-2.3025850929940455`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.302585092994046, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.995732273553991, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.4011973816621555`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}}, {{-18.420680743952367`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {-11.512925464970229`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {-4.605170185988091, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {-25.328436022934504`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-23.025850929940457`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-20.72326583694641, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-16.11809565095832, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-13.815510557964274`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-9.210340371976182, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-6.907755278982137, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-2.3025850929940455`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.302585092994046, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.995732273553991, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.4011973816621555`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}}}, {Automatic, Automatic}}], + GridLines-> + FrontEndValueCache[{ + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& , + Charting`ScaledTickValues[{Log, Exp}][#, #2, {6, 6}]& }, {{{-20., + Directive[ + AbsoluteThickness[0.1]]}, {0., + Directive[ + AbsoluteThickness[0.1]]}, {20., + Directive[ + AbsoluteThickness[0.1]]}, {40., + Directive[ + AbsoluteThickness[0.1]]}, {-40., + Directive[ + AbsoluteThickness[0.1]]}, {-35., + Directive[ + AbsoluteThickness[0.1]]}, {-30., + Directive[ + AbsoluteThickness[0.1]]}, {-25., + Directive[ + AbsoluteThickness[0.1]]}, {-15., + Directive[ + AbsoluteThickness[0.1]]}, {-10., + Directive[ + AbsoluteThickness[0.1]]}, {-5., + Directive[ + AbsoluteThickness[0.1]]}, {5., + Directive[ + AbsoluteThickness[0.1]]}, {10., + Directive[ + AbsoluteThickness[0.1]]}, {15., + Directive[ + AbsoluteThickness[0.1]]}, {25., + Directive[ + AbsoluteThickness[0.1]]}, {30., + Directive[ + AbsoluteThickness[0.1]]}, {35., + Directive[ + AbsoluteThickness[0.1]]}, {45., + Directive[ + AbsoluteThickness[0.1]]}, {50., + Directive[ + AbsoluteThickness[0.1]]}, {55., + Directive[ + AbsoluteThickness[0.1]]}, {60., + Directive[ + AbsoluteThickness[0.1]]}}, {{-18.420680743952367`, + Directive[ + AbsoluteThickness[0.1]]}, {-11.512925464970229`, + Directive[ + AbsoluteThickness[0.1]]}, {-4.605170185988091, + Directive[ + AbsoluteThickness[0.1]]}, {-25.328436022934504`, + Directive[ + AbsoluteThickness[0.1]]}, {-23.025850929940457`, + Directive[ + AbsoluteThickness[0.1]]}, {-20.72326583694641, + Directive[ + AbsoluteThickness[0.1]]}, {-16.11809565095832, + Directive[ + AbsoluteThickness[0.1]]}, {-13.815510557964274`, + Directive[ + AbsoluteThickness[0.1]]}, {-9.210340371976182, + Directive[ + AbsoluteThickness[0.1]]}, {-6.907755278982137, + Directive[ + AbsoluteThickness[0.1]]}, {-2.3025850929940455`, + Directive[ + AbsoluteThickness[0.1]]}, {0., + Directive[ + AbsoluteThickness[0.1]]}, {2.302585092994046, + Directive[ + AbsoluteThickness[0.1]]}, {2.995732273553991, + Directive[ + AbsoluteThickness[0.1]]}, {3.4011973816621555`, + Directive[ + AbsoluteThickness[0.1]]}}}], + GridLinesStyle->Directive[ + GrayLevel[0.5, 0.4]], + ImageSize->Large, + LabelStyle->{FontFamily -> "Arial", 12, + GrayLevel[0], Bold}, + Method->{ + "OptimizePlotMarkers" -> True, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Exp[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Exp[#]& )[ + Part[#, 2]]}& )}}, + PlotRange->{{-25, 50}, {-24.24798020194277, -0.14173236245889376`}}, + PlotRangeClipping->True, + PlotRangePadding->{{0, 0}, { + Scaled[0.02], + Scaled[0.05]}}, + Ticks->FrontEndValueCache[{Automatic, + Charting`ScaledTicks[{Log, Exp}]}, {Automatic, {{-18.420680743952367`, + FormBox[ + TemplateBox[{"10", + RowBox[{"-", "8"}]}, "Superscript", SyntaxForm -> SuperscriptBox], + TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {-11.512925464970229`, + FormBox[ + TemplateBox[{"10", + RowBox[{"-", "5"}]}, "Superscript", SyntaxForm -> SuperscriptBox], + TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {-4.605170185988091, + FormBox[ + TagBox[ + InterpretationBox["\"0.01\"", 0.01, AutoDelete -> True], + NumberForm[#, { + DirectedInfinity[1], 2}]& ], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {-25.328436022934504`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-23.025850929940457`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-20.72326583694641, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-16.11809565095832, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-13.815510557964274`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-9.210340371976182, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-6.907755278982137, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-2.3025850929940455`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.302585092994046, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.995732273553991, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.4011973816621555`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}}}]], + InterpretTemplate[Legended[ + Graphics[{{}, {{{}, {}, { + Hue[0.67, 0.6, 0.6], + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0., 0.62, 0.53]], + Line[CompressedData[" +1:eJw1zg1M00cYwOE/IJOVOEltXQtdKV2FtmKDfEOVvhQKbaFAyFLDBsyxtSsy +Kquj26yQhhDAbgO0gVVgAYOxEnW6WdiSTXsgDNTFJRrGALeEukUzC2HKPkTd +V3zvksvlyS/33sXV7C83hTIMY/xv/38+XVlEq1b7P7Jd9T91JnFtuKXb/9o1 +dAbJ3j5WP/AtdTpx5589SIao04jMru1ZnKX3U4lI7oxjDlxBp5A1Z4fsmHsa +nUxkwTY3q2EKvZMoqyOPX6+7jE4i5xensnWSCbSCtL/f+bLxVepE8o0BOq9+ +OomWE8NoSUOXkL4nJcMqV57X/B06nhxOa96gH7yJlpCzrawQ7q4f0GKSmHfP +5276ES0ifbeCLynPLaEFpPbIHr9v5Wc0jyykhG8abbqL5pA7nOnvLVVBdBQ5 +EzCyzhWuoiNIo6j0rtd1H82Q0L72kea/1tCr/oi9W1lhR/+kneENznTc3rNO +u0oinOUP6J/QDgo+eTs5jSE4H3ZPVs51L4ago+BDc/KCzBOG5sArwYf1HfvC +0Tyoi3EeCy3fiBbA1yfKnowbnkWLoMfpYs9WRqLFYMm0tGiaN6ElEGHpte34 +bDM6HkZBPGxaj0JLoajL80+RhI2Ww5HTNcFE4xZ0InhvxPRGdXPQClgOUc2z +b3DRSZBTwn2kETyP3gnVm9/j9lp56GQ4PPW4dHyGj06B81tVAzZ5DDoVAlLR +xga3AJ0GrQ/nowfDhOh0qD1aXtpyMBadAabtaz9xHCJ0JhQc4n7Bz4pDZ8GS +OI478YA6G/aaMthtJ8VoJQjXP8idKn4RvQv2qfnjMwHq3VAxoiqwmiXoHEgZ +urTDOEetguAFo/3z9G1oAHZFj+9RG9oJ8PhC0/L1a7Tnwt+nv9K9wIrHnguf +DDkvObRoRg0nJvoDQ520q+He/AzLfpv2PKhcnS/n6hOw58Fkle3UwkU0kw9f +brlc36SQYs+HfkVZs6sFzWhgMfKBMHaEdg0kvGN/y3qG9gIQeKrDx07RXgAm +r6Pw4hjthdCuPpmjDNBeCHprl6kmXoZdC97GZzwfv4l2aiF6evaQz067Dpjo +2KUKJe06KOv79Y/JOTpfD69H/G4Npf916iE11wy1VbQXwbDGZ1t20F4E/qT7 +DvMd2othLcTXaOmn84shX1PX/YZWjt0ArR7Pu77n0E4DSEtLVmQr9H4J/HaA +98vNKwnkX89AkLg= + "]]}, { + Hue[0.9060679774997897, 0.6, 0.6], + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[1., 0., 0.38], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.025, 0.0125}]], + Line[CompressedData[" +1:eJw90QtMU2cUwPFSGZp1ZQLjsVq0YK3IUPqQWh7aU6CVghXro1tN5wTUoBgr +GGPUOJlMFBG36FzULRtiFKVMthrjY8Z+NYJgJC6jW2UVBWfDozFWQDH4NpzT +m9zc/PLPPedLvrhC6+LVXA6HY3r3vv+OPalsZofaFyL7xzFmFXtx+ap9sNmF +nsNmfnHF2VpGVrKm0mBTSzE5hQUPdPe4usizGZjYVf24f9EK1jVZcHfXSzda +zmy12wqjPP+hZczS6jMsr7uHlrLvudWxSfU96FksYe1w1V/rH6KT2E+hP0el +1/aiE1nPK759CHzoBCY4qKofyn+MlrAXN20bHL1P0GJ2RJ7/3daCYXQ883Lb +DIboEbSI5TpGbzl5o2gh467f9+tvmlfoGFazTBwfvoLDxvwJu1itl8vUXPRE +timr5IFHG4yewNoF6+IubApBc1h3vNtnujkB7Xd8fO1HdXIejzrHo5O8/HaE +T11dVekSSYsnUof+C/1FGl8YzQddkzJWsTuC9oO3mHdCrIyk84HKfKk08XUU +Ogaeb215VNoVgxbCN65CyxaXAC0Ce4mlVvtQiI4Hd0nQYXvoFLQYwr2K1IU2 +EVoC3o33WmO749AJYHxWmXw2YSo6EbLFHY2mvWJ0EtwVXd8eFCRBz4JHtw7c +vr9/OloK+046j5n5M9AyMEZqDoSnJKLlEOnvL8y4SFbAYq5ANPcSeTaEmvsG +zu0np4DOuUwjLCArofmprTxOS54D1uopsCOVrIK989yn6gJOhfSwEcd0DTkN +jE/LK9oM5HR40Oc3lFjIGWDM+33k8iryXPhsiZ9VBvo8uLM0etSTRVZDXU6G +WTeDDLD0RsTjvlh0OcCb1/UWWaBrYHIa78s72dQ10OIeZNwV1DOhyFpkzviK +eib8kRKWuyiwLwv8/WkFRyZRz4Lzz0/s7uRQz4aha2fPTAqmng18yZr2qsB+ +LUxtVh3VrKGuhbYPG4Y/+oW6DnY11mw8bqOuA6m9d+f/X1OfD086OgcypdTn +w6HGkD+n9dF950CDoiXSeh1dngOHj1fU2l3U9bBZn7/888D59VCg8FtvV9D8 +XCirWlezo516LvilEVeaGqjnwcrooM49cup5EG1wf9DlpPkL4NOclfWeH2j/ +AijbwB+8f4O6Abzi8cLk7fS/AU75TxtrREnYFwJvyaq/j+5UsrdCu5ag + "]]}, { + Hue[0.1421359549995791, 0.6, 0.6], + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0., 0.73, 1.], + Dashing[{0, Small, Small, Small}]], + Line[CompressedData[" +1:eJw90g1MjHEcwPHTyKUXp47SOos4SV2XrrvrRfdDb/dUt5QkcazU0TI5cuNE +3o6TdO28JDakSV5OrJKXuT8ZohUZiYrylnm7wtDLvKz/z7M9e/bZd/+3Z/+J +qavi061YLNb8v++/79ATSLJSi1yTU9rMQ5aS8hreYOi1dmoJGXkvZV9i1wtq +MUnLzb3kre6kDiA+v3UygeoVtYj8TCgJMja/ofYnO1vrHo+s7qaeQeItOVV9 +Dh+p/cjP6V0d2s4v1EJiKtdMjXfupRYQ9qZjZ59v/EbtTSIeL7Qv8vhB7UXU +TgUHxA591J7koL6wnQuD1HzStTrbR6NkkSFPJvXS4B/rw6yoJ5HMjU8bUuYN +p3Yni2SblXsN1tRuRJcZcb20n03tQlq0purQYltqLrG8Sncas8KBmkM2MOnP +Ums51GwyzjdWObjAkZpFHmw1Vh1x5lJbzGdf7Jim/T4WO8t4WpXc9NUZu6zj +irqu3ckVO0xzExrcktxwfliQ5CLMMU/A9aGBV9jcWu6O+4OtjiWNLtaTcP8w +UVtyszXXA88HVpl2N2y4U/D88IF5v1ffyMf/A8M+5n/qNXni/4O44p27tMVe +1Hxoabv/IdTGm9oT2secaknIQntBwWaLWihBe0NA2dHb5l/TqQWQHHhHo25G +C4H/MrtNUYv2A1G+QqU/jp4BJ4Wc+soCtD8wlU2Gzi1oEVT4yL8J8tABwM5K +S+/bhhaDojdrsUmHlgDPX+rxaAdaCqM7H/QX/J8vEHgVHezdGnQQBOUvJ8Jl +6GAwjc1OO8egQ0C83171ToKeCRzRVdttgehQeHi3vr9nLloG+tGCAekaNMD2 +EwPGKbifPIC7m/bcqfu//ixwrL2fIUnAPgvW2kS7GITYZ0O14n3wBj722XC5 +R+7nK8M+B17vP6qsyME+B4rC4iYnXcQeBtzzn0X7GrGHAbvravdgJfZwsCz/ +bs3JxB4O4YV65XV37BHANMXeXPeV3o+8CEirijKX9eB9iQTmU0hMIQ/HR8IW +g7hbrcLxUXAhviyRU4o9CmS+kb9CjNjl4CeTH3obhF0O2edGDZv/FOdnQNdt +c8ujFNdnIGqlnc71AvZo2JPonzFgj+OjoSQjd9yoyzh/DNRU61a0Gul9zYsB +2xHDDzPjfWiPBbul+pqGJ9hjoeXMbe1pPt5vBTyLW7IsX+NF/gB3x5Iz + "]]}, { + Hue[0.37820393249936934`, 0.6, 0.6], + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[1., 0.71, 0.], + Dashing[{0.025, 0.025, 0.0125, 0.001, 0.0125}]], + Line[CompressedData[" +1:eJw903lMU1kUwOEW7VQxjChowYVpoW2gC2uBqlROC1ToqxgQCgbBlYx21IoK +IsKURlAyMM6CuMy4IC5/qLHG1D2RG9GAgIKoMKLGCGZAiAEEQYFQNdzTlzQv +X365597btIL1psRMJxaLZfj2+f6efBaRto3n/vo78V31pJXEtLXtn4OG/6nD +yVDchG38STd1GMlVjY/G1fZSh5LKqW1CnbKPWkF6LA8el5YPUIeQfMXSKl3D +IHUwGTgSMGyIGaYOIvJHbEvY1C/UgaQ2a/QUe8Y4tT+xXdA6rUu3U8tI5k5T +0X0zm0xaQjipiTWee6dQ+5JL1vT/mDMcajExjlS8DxjjUgvJQZOb/nGxM7U3 +YfvVLUjTulDzSWD971Ie35V6ASm3OMsz7syi9iAplv3iuhw3ancSENqaIUqa +Q+1K9iwJ8U9K5lFPI+Ljmgom35OaRTRqmUtww3zq/mpReldaSbQXdtZprmjt +7Ww+9siF/1ar+R0C7BCo6v5cZvTB+VBz5HC92U2E+8OVNZzUlg4xng/uqje/ +uffSF88PEw+bE1hdErwfhP04uPG3YhneH4428JhKrhy/H2Budpz4+BK7EN4V +qOcUn0OLIVGg8vEoRftCk6/ANNsxTwLeM1bWqPahZaAqOtCtyEP7g/xYcmSE +ER0Iu82n8/Sr0UEwUGXN/CkVHQyPbHad3dFDwNrtLmhcj1ZA32CEMNzhUGAu +tsud09Bh0OTBlD9dgQ6HCs9BrRugldC+WHbhlRS9CEqG4vXGeejF0O4e+wd4 +oJeApKS19ZoMHQERQ6uarzvmq8DIack1bEYvBdHV9pbmDehIONl7aKhKgwbo +aW3kZnhRFwL8+evwCstM7GoQVW7htHljV4P1mUHalIxdA8FiUYK8HLsG6or7 +JdU27FEQahwZk57AHgWpOz69d1+FPRq2Zs5K4btij4bRgYqZfW+ltMeA3WXC +xes1dWEMxPuc3XvZCddr4cb2BMY1CtdrYZ7tB1V+NvZlIFaOv9j2M/ZlUJ/3 +2Vo7F3ssPM/pLPC7hfNjoUiiqNVYcP84sP/yIYddgj0O/Pq7lObn2HVQ1rOw +k+eYr4NNuz6c5Anw98xAVm9BaVoVdSED+55YO4kZux6EZxr9RsdwvR62KC/5 +Zyfh+ZZDyLSsjNwduP9yOO51foT7Ef9P8ZCSrppe/yCIfAUTAInD + "]]}, { + Hue[0.6142719099991583, 0.6, 0.6], + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0.46, 0., 0.62], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.001, 0.0125}]], + Line[CompressedData[" +1:eJw90g0s1HEYB/C7vBUld5yuXDp13elITq46RY9zTndIhKL1IpNeNC9tKpr+ +My9ZKqs2tcZKqiksrWS9+YnSVkN10ZQ5cUt16OZlhV7n9/hv//332Xe/53l+ ++z8uu5MjEmawWKzof+//79SjIObnkp4IZcb6Ka8h+slHyeyEIerVJKU53s54 +0kS9ijwNMWjDrw9Ty8kXt9duZ83GqL1JoHzFAs71H9QrSXD2U0590QS1F2FH +leqFzb+pZURnrRu8IWaTKXuS8xm/bCftzag9yL6Is0lSDwtqd+LX8COLd8SK +Wkoiox379SOzqF3JwrV3O4w3ZlOLyVgoq7ft/FxqEVHfFhbe2smhXkyWtqcE +PeLZUwuJk11iWfWgA7WAZAvS2DVGR2o++brj5QEH7nxqBxI17mDcHudEbUda +S76FJXYtpJ5JKkPHU1+phNQs0lba8EJ0z4X6e32RskBRoVyCOeuizZY5cSYR +5ut1He2XEp6LMYc206naj02uWB/yiofalR+k2B8e5j4O5192x/nApYQ73zl2 +Oc4PTI7MvlCDFkB316fOOwK0EJp5B6VBM9GLYVcHVx9vjRbBmV7bpNM8tBga +C3J97zqhXcG8bE+jpSNaCiWSr9cCZqHdwTuSb+PFQnuAcKB9soKN9oSUfkms +uQ1aBtV9GfIyLtoLtC9/nuBw0Cvh8LMs5qgV2hu2XhkoKB7H+8shesiYn/wN +vQqqxYGKa53o1XAlc/hiZCt6Dfj1xOwv0KEVYEpoyfgwiPaBNE3FhcbpedaC +bZ6OvVeMXgdV6XY3l/HRvmChSdc1DeN5P0icUczxe4deD2GNl06MvUYDjO3/ +5JxnomYAyj1z5xx2w3r+wN4kKjwaT834w9tzznsMqZgroVZo0GerMVfCoRyf +A+mTWD8A8lX+3/seYv0AeLa7lz+7FHMVVJrmlstuYa6C1Dv2n9VdmAcCY13X +tgT/NxMIy7rrnPLk2F8ND2okp37h/jBqGD3Oe19fheeDoHMgayJ3G9YPgpjw +N47rFJhvgEzu6ATZgvkGWNHUc3noAeYasK0asXKNwfoauH01arOlmQfNteCc +GhfrrqVmtOB7U2Ip+IPzBYMkdpHFDgbPB0ND0/3Huul9CYGTUpFqXhr2DwH+ +afFghBrzUCgaOZbThfvAhELmhfTK8ul93wgGH0P4aMty8heerI6A + "]]}, { + Hue[0.8503398874989481, 0.6, 0.6], + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0.68, 0.69, 0.], + Dashing[{Small, Small}]], + Line[CompressedData[" +1:eJw90Q1Qi3EcwPF5S/NyRmnJyvSiJKnWUmvZr2xtbU15y0sklHPXRTrbDXeM +Yym6XrYiL7nJtdK44kJx9pfjOnJh561Fcs4mh1o4joTr//PcPffc577P73f3 +f57Zm7Yvyx7NYDDS/t7/niNXDHHYLeEZaqdlxNHEcZ1Z2HzsC/VCYo1mOdhD +36ijCPMMyz6p/gc1n4hIepCp+hd1JOFVRX462jtMzSM5Dz3uDrWOIiOOII8c +D75tbhxDHU46zGnlF63jqMOI6QPrbHegK3UoCbAbpZGNE6hDyIXZLKMobzJ1 +MNH06S695bOog0iCzTI+1zqVeg651qvS2MrdqP3Je2Hl/nz1dGpfsifCzbtK +y6bmkrxc/YO3l2dQc8gnoepmiBuH2pPcrv/BNht9qN1JnI2bWd3EpWaRtlt9 +A2tDfaldSU/Ab0v0PT9qBln/XrktozCAut8SBlHG1LxA7IwsXfPglr1zsYsa +P1c/byibhx3a6mKVNbPm437o8Iq5u+skmgWSZ6c37TuEdgf9fq+xHVvRnrBg +aKAtLQvNAWdGu7c6H82Fsh0ifrkO7QtPNCbrTAPaH1r0u7Jq/3sOHFRX+zQc +RQeB3O9qOqcAHQyxwlvMiiPoENB7LPJSHEeHwrJupaiqBh0G7RXa/Dvn0OEw +pWajdOopdAT4rCw9fKIEzYPazEqX3APoSOBFZPLP7UTzwSEF5oocdBRMzPn6 +vDUPvRBS/ZKHVxeho0FinMhrvYiOgWtLE94x76AF4GtIdF5tQcfCo5Qjuysr +0ULoq7XVqTXoOAiX3e8xq9CLYE2zXa6qQIsg/uONK2mdaADjK9d3qvGhI9YC +ZFr7rdM8qBnx0FWwymDro+9r46HX0DmDY8T5BDDY9wmEG7EnwNPHHk21YuyL +IT5ONpiyHPtiECTPG/T8/7/FAMUvCprasIuBna7rOtyFXQLDglLvM2bsEhDK +U3s6l2JPhHWbE5evZWBPhOFtXTf6X4bQLoU6jgvL/Se1Vgri7jXZFek4L4Mi +2+u99V9xXgYu+eZVJSfw/EngUyrrf/Mav08SFHW4nJafxC6HSU57WYs/9r9+ +sa5x7mXcrwDdZ7bmvAL3KwD2HIr6How9GUzjxO0b6rEng+Rmkql0Pe5Xgre+ +XMBJwf1KeMbNLpj/G+eXwECxwuoUh5E/KJiXuQ== + "]]}, { + Hue[0.08640786499873876, 0.6, 0.6], + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0.62, 0., 0.13], + Dashing[{0.025, 0.0125, 0.0125, 0.001, 0.0125}]], + Line[CompressedData[" +1:eJxF0QlIk2EcBvDPpJx2LY+lOG1bZjV10+l0M7X/mtM5Z0pUGjokTVu3Ya4y +8uiislqWZDXMTMWjkujAUUlvdkGSZqemndhF17BS03Xi+7cPPj5+PDzvA+/H +T1szL2MUwzAL/77/vsOPnLTvyfyqZfqvDFtGTENisansB3UImapOsR7dZqUO +JpfDrHVPzb+ppaSbY39VVW5Dhh1EbC4+Twrca0sdSPZdHPr0unY0tYQ023ob +kr7bUQcQte3igPYcB2p/IplYdua533hqEYnOnhl3ms2m9iU16h19ovpJ1EIS +GuiaV53hRD2DaAqFfRkqF2pvUiuoOPg5djK1F+EUtcktm9yoBWRMukd3aoc7 +NY80yPsflyzxpOYShya9Z8QBHrUraZvkmZgzQUDtTLIvVGbZ1U+lZpO8X8+c +3+qnUbPIqSqdMSl+OjVDFKl17grdTGrLlTAf4ZRdBh/MmVn+metW8f0wn90z +WBZXfB3NgEnZef4NQbPAaPHYbq5Hs+GcferHYyN2hgNDwqv3mtCu0BJRuair +A80FzfJqRfUXNA9OJBQXvfiBFkCt9NKWkgG0F/hyJ143fkd7Q0OnVlgyiJ4B +rBzHfKW9iFoIiWez3nW5oX3hvsJEmvloERxvvFVX5IH2h9X8hzdbHNEBYF9o +3Jxuh5bA++LDvv5W3AuEKSIj/1cvOggcM2+XS76hpfClX1UlY2E/GNpZutAm +H3QINFRUbM7WoGXAOjfOqSEWLQfTNq41XoQOhSxFyN7kcehZ4PY5+f01Bh0G +KbLG0hWT0eFQ5SK+xdGiI2Ds4AnycCd6NtwZfTvVpwYN0HrJnX+siLoAIFem ++62PwlwBlaLyxB24V6AAQ0/rhJ6R/zkHvGISjrt0UxfMgWhzb7DNyP0pgfPg +SJg5EvtK4M63+9i+HPNIsEgS5r2MxzwS9g8MlRpG7lsFK3+yOfcq8XwVLGt8 +tXTXWsyjIFvJ2vQoF/MoyPTTb9h9E/NocP3gMvD//GjIN9vW9vbhvho2bi9w +ikgT01wN17Yyu28oqJkY4B19kxb0APsxkOt86GurHvsakG25sHLuWMw1INB1 +dW7txP1YWHJfXP3BE/NYSLkbLq95hX0txEcZvq2X4r4W1NMXnCxlcD8Omjuy +zh/2w34cWHhJT0LX4/lzofF075q2jVLyB4I+i8w= + "]]}, { + Hue[0.3224758424985268, 0.6, 0.6], + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[1., 0.53, 0.25], + Dashing[{0, Small}]], + Line[CompressedData[" +1:eJw90w1Qi3EcwPGpSVxt04VhUm1mZabWy2qq/aql0hZyRfMSDlsj8tLNS2qn +kJd0cSHi5Epc4iLm2qm/QnE6uY5b1LmFyMuJCKHh+v967p577nPf5/k/z/+5 +/99j1caENXYMBiPp3/n/OnQEkxltCYIJx37VDzmIfO/6o1VXDFLLCHOLM0vJ +HEGGHEhy2Ec7BS/sqAPIdXOGztLNpPYnFfpNySFuo6j9iN3dr/My80ZTS4lp ++e8HHC8nal8iju6uuWXPpvYhjpyGghjWWGoJ8bqsKf5sdqEWk617HunF+a7U +3mS6Kq04I3c8tYiI9ab9O8u41EKSaNAsEPdOohaQlDMuJ1r0U6g9yUBHQLKL +kzu1O3m7xvP+kiwPah7pcTIHj2fzqbmEvbRAY7ktoHYlRZa+qe0nhdQcYjif +F1ZaIqJ2JA59spHTzN7UDFLalu0WXymm7q23ho3tYDbOxM7QyA3nlX3oXgUr +07HhmXW4Q43yytemTrQjPFY/P1H7Cc2B8kncoFyWBL8PqtrKG2IlaC4kcXfk +31SiefDzXUrgOTXaHZyrhW0X4tGe8GvE2vlNCWgB+BVpjtSsQAthd+pqzaYM +tAjmt7PvF+5Fe0PWDYN2w0G0GOQ7fhfI96Al0C/wLUnfifaBaHbEzAWb0b6w +svDQPVsqWgq8ssU87Vq0HzxNsHoMpqP9IW9Kd2zqYXQAvPEsf33nGjoQJo4Z +bGc1o2UwcPhgbnAtOghqn/APnTmODoZ+iy1Hm4WWg64npq4oBz0bTnV+4btU +okNgtKK8auRbdCgU3ODnLJs8izoMvslmDLx0QytgWb5IcPUd3g/QfNThQuJZ +aiNAl/SWtXl4vuGQnbb1WtdC7OEQYvthWLQeewSYTHaZNWXYI8BaqBr1sAN7 +JHDrbdXhr7FHwsP4S6npF7ErgW3ROb9SYVeCw7hTaaH22KPAt2fFe/kHut6M +UaCpTLK1umKfA8lVl8NK8H8Z58DGdWmuocPzj4bGj6t+1lVTG6OBP7tRKn2O +PQZ0R1KmTT+APQY2m06GVvOwx0KFtn9xaR2OHwstzErZ9m34/rng0+RlteF6 +Ms6F4jGtLQZ7fD4O9JpPEs5tHD8Ouve9yt5AsKtAFPdUmKjDroLaVnOkbnh9 +qeH0rj95CtyPRjV8/hDl3zcB9188eCiafAqX+pG/0fyNHg== + "]]}}, {{ + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0., 0.62, 0.53]]}, { + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[1., 0., 0.38], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.025, 0.0125}]]}, { + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0., 0.73, 1.], + Dashing[{0, Small, Small, Small}]]}, { + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[1., 0.71, 0.], + Dashing[{0.025, 0.025, 0.0125, 0.001, 0.0125}]]}, { + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0.46, 0., 0.62], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.001, 0.0125}]]}, { + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0.68, 0.69, 0.], + Dashing[{Small, Small}]]}, { + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0.62, 0., 0.13], + Dashing[{0.025, 0.0125, 0.0125, 0.001, 0.0125}]]}, { + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[1., 0.53, 0.25], + Dashing[{0, Small}]]}}, {{ + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0., 0.62, 0.53]]}, { + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[1., 0., 0.38], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.025, 0.0125}]]}, { + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0., 0.73, 1.], + Dashing[{0, Small, Small, Small}]]}, { + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[1., 0.71, 0.], + Dashing[{0.025, 0.025, 0.0125, 0.001, 0.0125}]]}, { + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0.46, 0., 0.62], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.001, 0.0125}]]}, { + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0.68, 0.69, 0.], + Dashing[{Small, Small}]]}, { + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0.62, 0., 0.13], + Dashing[{0.025, 0.0125, 0.0125, 0.001, 0.0125}]]}, { + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[1., 0.53, 0.25], + + Dashing[{ + 0, Small}]]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}}, {{ + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0., 0.62, 0.53]]}, { + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[1., 0., 0.38], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.025, 0.0125}]]}, { + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0., 0.73, 1.], + Dashing[{0, Small, Small, Small}]]}, { + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[1., 0.71, 0.], + Dashing[{0.025, 0.025, 0.0125, 0.001, 0.0125}]]}, { + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0.46, 0., 0.62], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.001, 0.0125}]]}, { + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0.68, 0.69, 0.], + Dashing[{Small, Small}]]}, { + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0.62, 0., 0.13], + Dashing[{0.025, 0.0125, 0.0125, 0.001, 0.0125}]]}, { + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[1., 0.53, 0.25], + + Dashing[{ + 0, Small}]]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}}}, {{}, {}}}, { + DisplayFunction -> Identity, + GridLines -> { + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& , + Charting`ScaledTickValues[{Log, Exp}][#, #2, {6, 6}]& }, + DisplayFunction -> Identity, DisplayFunction -> Identity, + DisplayFunction -> Identity, DisplayFunction -> Identity, AspectRatio -> + GoldenRatio^(-1), Axes -> {True, True}, AxesLabel -> {None, None}, + AxesOrigin -> {0, -24.24798020194277}, DisplayFunction :> Identity, + Epilog -> {{ + Text[ + Style["SXS:BBH:0305", + GrayLevel[0], 12], + Scaled[{0.13, 0.1}]]}}, Frame -> {{True, True}, {True, True}}, + FrameLabel -> {{"\[ScriptCapitalM]", None}, { + "\!\(\*SubscriptBox[\(t\), \(0\)]\)/M", None}}, FrameTicks -> {{ + Charting`ScaledTicks[{Log, Exp}], + Charting`ScaledFrameTicks[{Log, Exp}]}, {Automatic, Automatic}}, + GridLines -> { + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& , + Charting`ScaledTickValues[{Log, Exp}][#, #2, {6, 6}]& }, + GridLinesStyle -> Directive[ + GrayLevel[0.5, 0.4]], LabelStyle -> {FontFamily -> "Arial", 12, + GrayLevel[0], Bold}, + Method -> { + "OptimizePlotMarkers" -> True, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Exp[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Exp[#]& )[ + Part[#, 2]]}& )}}, + PlotRange -> {{-25, 50}, {-24.24798020194277, -0.14173236245889376`}}, + PlotRangeClipping -> True, PlotRangePadding -> {{0, 0}, { + Scaled[0.02], + Scaled[0.05]}}, Ticks -> {Automatic, + Charting`ScaledTicks[{Log, Exp}]}}], + Placed[ + Unevaluated[ + LineLegend[{ + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0., 0.62, 0.53]], + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[1., 0., 0.38], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.025, 0.0125}]], + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0., 0.73, 1.], + Dashing[{0, Small, Small, Small}]], + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[1., 0.71, 0.], + Dashing[{0.025, 0.025, 0.0125, 0.001, 0.0125}]], + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0.46, 0., 0.62], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.001, 0.0125}]], + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0.68, 0.69, 0.], + Dashing[{Small, Small}]], + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0.62, 0., 0.13], + Dashing[{0.025, 0.0125, 0.0125, 0.001, 0.0125}]], + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[1., 0.53, 0.25], + Dashing[{0, Small}]]}, { + "n=0", "n=1", "n=2", "n=3", "n=4", "n=5", "n=6", "n=7"}, + LegendMarkers -> {{False, Automatic}, {False, Automatic}, { + False, Automatic}, {False, Automatic}, {False, Automatic}, { + False, Automatic}, {False, Automatic}, {False, Automatic}}, + Joined -> {True, True, True, True, True, True, True, True}, + LabelStyle -> {FontSize -> 12}, LegendLayout -> "Column", Spacings -> + 0.2]], {0.85, 0.66}, Identity]]& ], + AutoDelete->True, + Editable->True, + SelectWithContents->False, + Selectable->True]], "Output", + CellChangeTimes->{ + 3.778913095083254*^9, {3.778913128651322*^9, 3.778913150434359*^9}, + 3.779014180805952*^9, {3.779014218624812*^9, 3.779014266249247*^9}, + 3.779014343494748*^9, 3.7790144150516253`*^9, {3.7794381121577578`*^9, + 3.779438164564889*^9}, {3.779438267399912*^9, 3.779438353873024*^9}, + 3.7794383839457207`*^9, 3.7794384321793823`*^9, 3.7794385043025084`*^9, { + 3.779438569410426*^9, 3.779438621519413*^9}, {3.779438679811076*^9, + 3.779438711773428*^9}, {3.780061909864356*^9, 3.7800619193143578`*^9}, + 3.780062005078436*^9, {3.7800620539387217`*^9, 3.780062063311905*^9}, { + 3.7800621037203293`*^9, 3.7800621206260157`*^9}, {3.780062184638977*^9, + 3.7800621890327187`*^9}, {3.7800622239164248`*^9, 3.780062245992317*^9}, + 3.785048431726185*^9, 3.789016417440301*^9, 3.78910121094268*^9, + 3.7971327479013042`*^9, {3.799114747448605*^9, 3.79911476095681*^9}, + 3.799114866906227*^9, 3.79911516533383*^9, 3.799118396224471*^9, + 3.799122318339017*^9, 3.80007469895967*^9, 3.8000890071176243`*^9, + 3.800148422046198*^9}, + CellLabel->"Out[64]=",ExpressionUUID->"bdbed8be-fbdf-4abc-9687-501cf09d4f4a"] +}, Open ]] +}, Closed]], + +Cell[CellGroupData[{ + +Cell["Exploring the AIC values", "Subsubsection", + CellChangeTimes->{{3.800081226615377*^9, + 3.8000812319424763`*^9}},ExpressionUUID->"8e2a6ca6-d90e-489c-9ad2-\ +86cc7a281a09"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"lgp", "=", + RowBox[{"ListPlot", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"TakeColumn", "[", + RowBox[{"tab\[Alpha]0", ",", + RowBox[{"{", + RowBox[{"1", ",", "3"}], "}"}]}], "]"}], ",", + RowBox[{"TakeColumn", "[", + RowBox[{"tab\[Alpha]1", ",", + RowBox[{"{", + RowBox[{"1", ",", "3"}], "}"}]}], "]"}], ",", + RowBox[{"TakeColumn", "[", + RowBox[{"tab\[Alpha]2", ",", + RowBox[{"{", + RowBox[{"1", ",", "3"}], "}"}]}], "]"}], ",", + RowBox[{"TakeColumn", "[", + RowBox[{"tab\[Alpha]3", ",", + RowBox[{"{", + RowBox[{"1", ",", "3"}], "}"}]}], "]"}], ",", + RowBox[{"TakeColumn", "[", + RowBox[{"tab\[Alpha]4", ",", + RowBox[{"{", + RowBox[{"1", ",", "3"}], "}"}]}], "]"}], ",", + RowBox[{"TakeColumn", "[", + RowBox[{"tab\[Alpha]5", ",", + RowBox[{"{", + RowBox[{"1", ",", "3"}], "}"}]}], "]"}], ",", + RowBox[{"TakeColumn", "[", + RowBox[{"tab\[Alpha]6", ",", + RowBox[{"{", + RowBox[{"1", ",", "3"}], "}"}]}], "]"}], ",", + RowBox[{"TakeColumn", "[", + RowBox[{"tab\[Alpha]7", ",", + RowBox[{"{", + RowBox[{"1", ",", "3"}], "}"}]}], "]"}]}], "}"}], ",", + RowBox[{"Joined", "\[Rule]", "True"}], ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"PlotRange", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"-", "25"}], ",", "50"}], "}"}], ",", "Automatic"}], "}"}]}], + ",", + RowBox[{"Axes", "\[Rule]", "True"}], ",", + RowBox[{"PlotLegends", "\[Rule]", + RowBox[{"Placed", "[", + RowBox[{ + RowBox[{"LineLegend", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + "\"\<n=0\>\"", ",", "\"\<n=1\>\"", ",", "\"\<n=2\>\"", ",", + "\"\<n=3\>\"", ",", "\"\<n=4\>\"", ",", "\"\<n=5\>\"", ",", + "\"\<n=6\>\"", ",", "\"\<n=7\>\""}], "}"}], ",", + RowBox[{"LabelStyle", "\[Rule]", + RowBox[{"{", + RowBox[{"FontSize", "\[Rule]", "12"}], "}"}]}], ",", + RowBox[{"Spacings", "\[Rule]", "0.2"}]}], "]"}], ",", + RowBox[{"{", + RowBox[{"0.85", ",", "0.66"}], "}"}]}], "]"}]}], ",", + RowBox[{"FrameLabel", "\[Rule]", + RowBox[{"{", + RowBox[{ + "\"\<\!\(\*SubscriptBox[\(t\), \(0\)]\)/M\>\"", ",", "\"\<AIC\>\""}], + "}"}]}], ",", + RowBox[{"LabelStyle", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"FontFamily", "\[Rule]", "\"\<Arial\>\""}], ",", "12", ",", + RowBox[{"GrayLevel", "[", "0", "]"}], ",", "Bold"}], "}"}]}], ",", + RowBox[{"GridLines", "->", + RowBox[{"{", + RowBox[{"Full", ",", "Full"}], "}"}]}], ",", + RowBox[{"PlotStyle", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"Directive", "[", + RowBox[{"RGBColor", "[", + RowBox[{"0.`", ",", "0.62`", ",", "0.53"}], "]"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"RGBColor", "[", + RowBox[{"1.`", ",", "0.`", ",", "0.38`"}], "]"}], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"l1", ",", "s", ",", "l1", ",", "s", ",", "l1", ",", "s"}], + "}"}], "]"}]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"RGBColor", "[", + RowBox[{"0.`", ",", "0.73`", ",", "1.`"}], "]"}], ",", + "DotDashed"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"RGBColor", "[", + RowBox[{"1.`", ",", "0.71`", ",", "0.`"}], "]"}], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"l1", ",", "l1", ",", "s", ",", "l2", ",", "s"}], "}"}], + "]"}]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"RGBColor", "[", + RowBox[{"0.46", ",", "0.", ",", "0.62"}], "]"}], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"l1", ",", "s", ",", "l1", ",", "s", ",", "l2", ",", "s"}], + "}"}], "]"}]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"RGBColor", "[", + RowBox[{"0.68", ",", "0.69", ",", "0."}], "]"}], ",", "Dashed"}], + "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"RGBColor", "[", + RowBox[{"0.62", ",", "0.", ",", "0.13"}], "]"}], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"l1", ",", "s", ",", "s", ",", "l2", ",", "s"}], "}"}], + "]"}]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"RGBColor", "[", + RowBox[{"1.", ",", "0.53", ",", "0.25"}], "]"}], ",", "Dotted"}], + "]"}]}], "}"}]}], ",", + RowBox[{"Epilog", "\[Rule]", + RowBox[{"{", + RowBox[{"{", + RowBox[{"Text", "[", + RowBox[{ + RowBox[{"Style", "[", + RowBox[{"tag", ",", "Black", ",", "12"}], "]"}], ",", + RowBox[{"Scaled", "[", + RowBox[{"{", + RowBox[{"0.13", ",", "0.1"}], "}"}], "]"}]}], "]"}], "}"}], + "}"}]}], ",", + RowBox[{"ImageSize", "\[Rule]", "Large"}]}], "]"}]}]], "Input", + CellChangeTimes->{{3.7734613044767237`*^9, 3.773461332374679*^9}, { + 3.773461466110244*^9, 3.773461470623867*^9}, {3.773461680286512*^9, + 3.773461684286964*^9}, {3.773461745040203*^9, 3.773461802760359*^9}, { + 3.7734629846848307`*^9, 3.773462998753442*^9}, {3.773463101761035*^9, + 3.773463142760619*^9}, {3.773463176663828*^9, 3.773463245838502*^9}, { + 3.773463307535138*^9, 3.773463365586461*^9}, {3.773463460922678*^9, + 3.773463462092757*^9}, {3.773467510758847*^9, 3.7734676079545097`*^9}, { + 3.7736428640966787`*^9, 3.773642865403668*^9}, {3.773644155797385*^9, + 3.773644171958435*^9}, 3.7736442177713757`*^9, {3.773644388192883*^9, + 3.773644388563861*^9}, {3.7736444912480516`*^9, 3.773644516191242*^9}, { + 3.773644701082172*^9, 3.7736447407685127`*^9}, {3.7736451501436*^9, + 3.773645159477666*^9}, {3.7736452475203857`*^9, 3.773645247634829*^9}, { + 3.7736458270312853`*^9, 3.773645836388389*^9}, {3.7736461484920273`*^9, + 3.773646149092774*^9}, {3.7736461858314953`*^9, 3.773646190677045*^9}, { + 3.773986760106296*^9, 3.7739867617213097`*^9}, {3.773986814588974*^9, + 3.773986820131647*^9}, {3.773986918935803*^9, 3.7739869192285213`*^9}, { + 3.7739869528793793`*^9, 3.773986969379004*^9}, {3.773987126290687*^9, + 3.773987144053624*^9}, {3.773987781542832*^9, 3.773987793655569*^9}, { + 3.776511395151148*^9, 3.776511463744636*^9}, {3.7765115007783747`*^9, + 3.776511548289946*^9}, {3.7766700567476*^9, 3.776670057102552*^9}, { + 3.776763029853405*^9, 3.776763039197775*^9}, {3.776763081443668*^9, + 3.776763201182691*^9}, 3.778241165219446*^9, 3.77824120069975*^9, { + 3.778241245335671*^9, 3.778241253662249*^9}, {3.7783909457394123`*^9, + 3.778390999898707*^9}, {3.778391218963851*^9, 3.77839124243533*^9}, { + 3.77855571489474*^9, 3.778555720222189*^9}, {3.778555755137555*^9, + 3.7785557565516644`*^9}, {3.778557969998365*^9, 3.7785579774932137`*^9}, { + 3.7785584507946777`*^9, 3.7785586366126547`*^9}, {3.77855873645478*^9, + 3.778558773808015*^9}, {3.778566016519109*^9, 3.778566076752542*^9}, { + 3.778913118323444*^9, 3.7789131499650106`*^9}, {3.7790142050597982`*^9, + 3.7790142656842957`*^9}, {3.779014329621685*^9, 3.779014343085764*^9}, { + 3.779014411736356*^9, 3.7790144118554697`*^9}, {3.779438122179558*^9, + 3.779438163846237*^9}, {3.7794382600389633`*^9, 3.779438417642955*^9}, { + 3.7794384986479483`*^9, 3.779438530765313*^9}, {3.779438593406919*^9, + 3.7794386208889847`*^9}, {3.779438708390155*^9, 3.779438711461022*^9}, + 3.779441652973299*^9, {3.780061918759651*^9, 3.780061918886365*^9}, { + 3.780062002517549*^9, 3.7800620044954023`*^9}, {3.780062041031516*^9, + 3.780062120100862*^9}, {3.7800621734754143`*^9, 3.7800621885003633`*^9}, { + 3.7800622203493*^9, 3.780062245571018*^9}, {3.800074715813982*^9, + 3.80007480930989*^9}, 3.800081161094768*^9}, + CellLabel->"In[65]:=",ExpressionUUID->"647bd954-4cc4-49fc-911c-6cccb0bd6649"], + +Cell[BoxData[ + TagBox[ + GraphicsBox[{{{}, {{{}, {}, + {RGBColor[0., 0.62, 0.53], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], LineBox[CompressedData[" +1:eJw90n0s1HEcwPFLz6XIMKVajqk8xLnDuevOR4c7Qg6V4h+ktlzoPKRVc8pT +i/WA6y45IZ3yFNGWOn3XJj3MTcJGpfRwNZtqcj0h1fp++m2//fba+7fv7/v7 +/H528SkRiSYMBmPHn/Pv9d/hQ8puvOWmFJSQf+aSVfI3X3UKtDfZn66VG7PQ +XuTut75HAyloT6IyK7ePT0RzSGXvMP/TLjSblDQ/0mwMQ3uQkObWnRYiNItY +PSNjEz5odyJcPjQZzEFvIlJLuNXBRrsQaabFu/H/9zsRtjxh5UkJegNpuel+ +2zYO7UiUzIHD1nloBxKQY3C9345mEl6SyjtiEr2OJEtYUTq/UurVpLF38Yf3 +GrQNqeufHjlnWkZtSUYWZWfGn0KbE+PCmPRXtkrqRcS8Mz7tWCeaQXQmZ0zP +pp2n/nzXEGl+K5qvws6wLypMMFqpsftWLMvt2Df3AnaYYA3JT80tx/Vh56qo +gRXWF/H5UOm6VHyUV4H7A0GXqYlNqgb3D4nro4em2yvx/WBWIFUX5l3C9wf+ +zausJd5VOB9wKEh9PvgR7QBBCn8vYUM1zhcWPB/tLUmuwfnD9IEJX67nZWon +kOVPbauaRbuANiZmYWxPLfUmiH1dvG2+5gq1O2gfVGTxD2qpWVAj2PvgdGAd +tQeks6TME2uuUrNBFAqGUiOaAyOcgOMx+mvUnlBTu5qfr62n9oKSBC5HrWig +9gYl++hsQnQjNRdGZbHjeS5N1D7Q8ra7ePsPNA9SDP2LwzuaqfngZXdsUOF5 +nXoz9OkzrOfkogXQOVY7er8bLYSKnNL2HkYLtS/s+R6a89gNDbA7PHnzvB3U +CoCctmopKwO7H5i5jJCC09j94GQmT6jTYt8CVv4dzhqCfQuQG/pzM8+wi0Bd +9KIx7Ad2EegzEy+nW7bS7g/MGVmjrSO1wh+Syl/r1OuxB8Ba86VHlDbYA+Dr +iy558iyuHwjno5xFqje4fiBk9AvuCR5iF4O4XK/KvY5dDE+G7S5qldgl8Mu3 +SG+ShV0CPpGywrYI7EEQZNX2yW0D9iDgTDl/cZ/G+QZD14DQzLGPWhEMn5/O +GKLrsW8FO1eZW2s+9q2wYjJ76k4c9hAwreGO+/Gwh4A49dBPtRn2UNC8FEta +u+j3V4SCk0W2sSkJ/4cwiM1X/Vxm2Ux+A8OFtKw= + "]]}, + {RGBColor[1., 0., 0.38], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.025, 0.0125}], + LineBox[CompressedData[" +1:eJw90g1MjHEcwPEjJFtJd+zCkUvh1OlNLqr71fV2Xal5SbiSEra71SSdtPLk +rRev05uOXrheJC9dh8jkL5ZF2DAUDkPoVisilwjz//Vsz5599t2el9/zmxWb +uCx+NIvFivh7/rv+PzzI02hFzJrmPPLfIlKax+sZ0qEXkfzmLavCqtHuhNtl +COeVoheSKBtHSYwa7Ubm3HYKtx3prqQkT8tV1KJdiGeubqvtbbQz4R64e5Hd +hXYijZ/M+57PyKcWku/iAPMPcWgHspczQZjZiBaQW6qdSx7ZFlDPJX4rqjbq +y9H2JLe34c1Rl0Lq2UQZWylsbUfzSXCh8bysqIjahvT8bjFrVxyjnk7ukRly ++8hiai65KXYd90aupuYQ9otPVjU7jlNbkkqpmbt1/Qnq8eSqPiT+qkkpNYtM +rxtrM5xYRt17w1u1PEyTVo6dtSCtdX5nyEns4hvf+v0ezz+FHYwTSn6t42rw +/mDXaDpaYVWBzwd1R3dbk3Ulvh9sb5evnyqswveHqoN8jiSsGr8Pks7Wmdmk +n8bvh1BVoLajoQbnA3e6X/YPDZ/B+cGutZHM4YizOF/whvemvtfP4fyBFfRK +ttv9ArUAyhZoTHNi66gdQN3nwfS4aamFUP7lvTHLop7aCRJ4SQ+/vkI7w/qK +TYpvqTpqF5gWYf6j5TraFfLvqaWGJrQbvPb4nJBSg14Igj2egux8tDtILPmK +UVnoRWBxUpf8gEGLIChZrF+2E+0B9oNKV85IXwx2XzMmazLRS2A1L6HFdxfa +E2696EoOy0B7waVx+06xk9DecLklMTAuGi0G2UB0s6MUDfBMfbhWKqJmAGK7 +LaMmOmL3gd70mpV6W+w+MHgwozpqCnZfGK81M/k5TOfH+IJzxbm45rc4Twmk +lLVxXG5il0BtV3BbvQa7H+yryx6j3I/dDyTWU+9Wp2D3hyHDgQ8DMdj9oUSf +pbrmjz0AQtO0kQN87AGQMLSheM0g/u9AmNTkla57SM0EQqvRQZBWhT0IDB8N +23wY7EHQGc19slKOXQo5GUqLzSLsUvCa7Ln9+yTswdA5j32+7yPdNyYYLFK9 +C1Zdw/2TAS83Xu5zCLsMrDf4X1GO7GcIyHJmdm8SYQ8B9stUccFE7KHQ/84Y +l3Sf7jcTCuYd2gZVKu77UthWeKQ0k3+B/AG0XbVc + "]]}, + {RGBColor[0., 0.73, 1.], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], Dashing[{0, Small, Small, Small}], + LineBox[CompressedData[" +1:eJw103dMU0EcwPGCCxQTGSpoUXBgbSrSQoFCKT8oFAuoaBEC0RpRoeIo/gFG +00gVEMVBBIoWLYiDCkJLRZYjnBUHGleiERBRFEWBOsCIRoMj3u8lLy+ffJP3 +7u7duScpV260ZjAYcX/vf8//l4Bkq9iBsyYUkf/2J4b8NptDdmg/YuyTnZEz +0b7Evs+QdMofzScBmrO3vNejfciWoby8Bzq0N2neqW/68QHNI12rcrhTpRpq +LokXRUvWXEV7EcnntzFfwoqpPclBp/SszjdoDjHpA1MdSo5Rs8mFdT/a9iuO +U7PIV42pnBWjpfYgLtfXenStKKGeR1rL+dr8bSeo55DWrvxenv4ktRv5XWX7 +s/mXjppJDA/bxzPTyqidyQFzSitrzylqJ7LqnuwuK7Gcegr5PZQjyhWfprYh +TSOFEc1BZ6gZpOdNkdVi6Vnqzy3DCbIxscnnsDPi0lT9BZoK7MHbvO7EyZ/p +scN2tlom5lTi+8H1peHwJE0Vfh9KRXdbRhyqcXwwOSOA6XK+BscPDY0tldfj +jTg/ENoqrVMKa3H+ID+6fXLKYROuDySl24p6tBdx/UAbMjDLU1+H6wvWYaNd +hVsu4fqD86bvRxaWotkQG++qYavRHGgysjpG5GhPyGzgK0alaC8wFh7lcIVo +LpC5HJ9ILzQPgsssA+3z0d6wYGxl+szZaB/oPrj4VzUTzQf3y1anLTPRvqBU +3XiR7YL2A6jVygVOaH/gvDW6TbNDC4D0zBjjzUAHwL4ax37FJ5x/IAi0urrk +52ghTLxyTuHRhg6CjNfVr7qvokUw70HnBXM9OhjmFjxiN9SgAcYmDm++qaNW +A5To8tYOZmEPgVyesH7XBuwhEL53UYWtBHsomEMWdN/kYA+Fjn252fudsYth +dYZjVuI47GJI6kzuN1jw/4ZBearbI8t9anUYiGKtnvVWYA8HhW73YLEKezi8 +F1YW2MmwS+BbTlpCLAe7BDq+uIfybLBHgP7KgLC2l+4vdQTUZU5VSltwvy2B +FGvWUGox9iWwsumJYGsqdimoK2Ie+wRhl4JuuWXC0ynYI8H0kfVkzTu6n9WR +0Hh7NDr7Gu7vKKji8uwdNNijwL7ofW39ZuzR8PFGd7MZsEdDvN3uIyon7Eth +E396e/FDen7US0E5ZDKLd+B5WgasQWnviJuR/AHkjLZ5 + "]]}, + {RGBColor[1., 0.71, 0.], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.025, 0.0125, 0.001, 0.0125}], + LineBox[CompressedData[" +1:eJw90wtMU1cYwPECE3FaBKQEFRA60lZWGwqFymP2E6RFaYHJwhzToqhljWz4 +gKRWklUiaHWZiOCKUECUQUGK8gjYRT04XG2GSFZwYUODPNQg4hMxisQtns+b +3Nz88r+595yTcwIysjfudGQwGKn/3f8/P1wRZEnvcou6soR88GqSx1zU+3sP +Wkwm9Z1/3V1YSh1OXn1lj1dsQYeRBedbrJpraBFxYYbz66NPUYeSQH5Bh/NN +dAhpY/2R3pjzC7WQTKp2DFaJDNTBxKtT6faAWUYtIH63nt3PdzhNzSfVQyO+ ++93KqYOIvdwv+e+oCmoe6Zdop9oPGak5pFiWIoycrKQOJEJN8aE/I6qp2eSJ +Vl3m7HqG2p8I2h6n5b5A+xA+V+hzfaKG2psYt/aoTC/PUnuS9OnNLUPutdRu +JKZRPs2O/ZXahaxoVfYl6euoGWRENxGYMl5P/fRqZrolO3lTA3aGl/FSk3W0 +Ebukb3dCxqC+CTuESzatNCua8fsgyr7Z8KrsAv4ffmCx82PPXMTxwe2ygD3j +l1tw/DDmPeHOudeK84OZ+res1q42nD/kSSMtex3acX1A8Ynr4YxR7IEwPsCZ +Cfn4PgdCrhwzft2M5oHKYloqMqGDQFMSfdlei+bDdAW3w7cKLYChIt4AtxQd +DDV5Yd+l/oQWwjcCu5p3BB0CvHOVadcPo0NBvVXZeacQLYJvj3nMjR1Eh8F5 +7q2xAQ06HH6UbG97mIUWw9QeZdp8JXo1WFPqfHPl6AiIt7V/FhSFjoRuf4tq +lwAdBcb9S77UctHRMG/H8zFbAPoLeOSkPr6XhV4DF7Wm2tQ5XH8JLLOxOQuH +0QChridV5i5qHcDi4VmbvB77WhCfSv6noAT7WhhedZDRlI89BibNK7YNZ2GP +AaF7x+vuROyxcD9qVmzgYY+FhqKlyXlzuD/WQd+8LUlv+ql166DaZvf83ow9 +DopzyjWGo9jjINjE2qfNxC6F7Q6nGwpjsEsBsrgeHsuwy2D2wJrMpCm6P3Uy +ePDQycDswv0aDz1xMnZOCfZ4SBJfK7Cqsa8HKfPA6wnAvh7Czn5abfbGvgFO +dPgzap7Q86DbAPnimXdPu/F8JMCAs6zAasCeABGbpb6uWdjl8LOX4283JNjl +8K82rVDviV0BxgtXDbn99PzpFDDo6OKn1+F5TIRen0anoc+byXu9+bNg + "]]}, + {RGBColor[0.46, 0., 0.62], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.001, 0.0125}], + LineBox[CompressedData[" +1:eJw9031MzHEcwPGrI22mEiOtKKJ2qy66To/61F118ktdrmPCTIUd1Wha85Bz +WuFskbr0cM2l5ytcoQ7j6zTXkygjhu7+8JC6TTuGPIX5fvy233577b3f7/fd +vp+v547s5AxbFosl/XP/ff67QkhM22SsoKiM/HMwudLbP6h4jV5NzPsqZMVS +FTWfjKvrt7aMooPIwn5N3M8j5dQ8wuSGazVB56kDSZ915twmuwrqVWTalFa6 +2IpeSV4ao8iCqUrqAHJOeErb4lZN7U/u8dgim21qal8S1i0dEd+uoeaQVjmB +nCUXqH2I8C3jUDyJXkHud+S28h9rqL3Ijyq/Z9yeWuqlxPPhdSnz6CK1B9lu +18vbY6mjdiP1yk3SQ+4N1C5kJC1eLU9vpJ5Plv2KNqkNTdROxObtgMA7pIXa +nkhK4w4berXULPK5k72kOreNevKOhLt3W1f0ZeysDXX9Fu+KK9gjaz1uHZfU +67DDsCLB18vYjt+HuZ7zxIKPHfh/+MB8zxFOXMX1gbGjT79AdA3XD5122UY/ +HtoNmItJa7Kd0R6QkfymsWsa318KsrPvgwu+ob0gSz9nlut39ApIFpzh3ppC ++0CKxWl8wIrmQHXBuIiMoX3Bka37ZTGj/cGx/axL6ig6APhN2g4/E3ol+BRf +C5T876ugKk/dF/4MHQh3bbJUqgdoHuw2jwypCDoIivKT5nXp0HwYLkmI3KhB +r4Z3vRucI0vQwSDWx6dNF6FDQNGqTNcr0KFwPJEd8vwwOgzU1nRdfhY6HMRF +X6IiUtARIKx0+lnLR68B+Yudzv6u6EiY6LQom9logBeJoa6zrXQ/5QCmKSdm +jxn3NwokjjO6rvdgj4LBQiXraSP2aPjsULx88Cj2aPik4qSWpGAXwLLRA8ZY +P+wC0BwK2C22xy6EymYHc8EbOl9yIdTask+mGHDeYoDUsKc2VWOPgY9PuTfO +7cceCxWFQx++xmCPhTB+pv6SC/Y4MJ3+MnbJQudZHgcn8obfGQ043yJQ2m5x +lFViF4GDrKyQsx/7Woh4cuyJVoR9LRzUzZojc8ceD9kZbt/GJun5kcdDu2Sh +fWg3nqd1wClXnWTOY18HLIFOlZeJnQFDQyk3U4CdAe/7VdqcRdgTYL1IX3Pz +FT2v8gTodt58rKcQz+96UKTm71L4Xya/AcsBvhA= + "]]}, + {RGBColor[0.68, 0.69, 0.], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], Dashing[{Small, Small}], + LineBox[CompressedData[" +1:eJw903tM01cUwPFioApCRSUBBSuPX7CgFC3FtrPIsZRCaUGLBgRRnGSYGIrV +CZskJF1SGxHToIkUBXkpVbECgmA3US++hVQHRZz4BEXR6ATnm1i3xXv8JTe/ +fPJN7h835wRt2Jz60yQWi5X23/n//+2TkJy6YPax4+Xkm8VkOCNTPCQyU4tI +g5A9cfEuejEhAtF9XUUFdTTp+Nxe9jV/P7WQ9BX2NBnXH6COIpYY8WBQfiW1 +gLj/miz8UFFFvYiY/ZbPkQ4fpF5ILgztFEtUNdR8Yll36y/LplrqBaTEnPH8 +I9RRh5PeO3mmrLB6ah7pv2dmGplD1KGEM/5o9HrUYWqGnNY1fmpPb6AOJpwX +K+3FeyzUgSTSVJ6uHj5CHUA6vxx1/1l1jNqPfHrHVxTfaKT2IeN3dXs1Wiu1 +N/G3XbXkhjdRTyETT0tXGF1bqFmkK0Iyv5d9knrs/HtOh3MttxU7q3vd+RNz +k9qwx5rdJtId205hh6267f371e14P+warR+JNqC9QZDqlclsQvtAb9urte4p +aD/I+OO43AnoAJClPnAWxqIDocfKmyySoYNhJ7E3qr6bgbLA3JBkKToUXI5O +dakToHkw0lrAOMLR4cAuLuT8yEMvgFaJTugIQ/PBWWMrf//dC2FNkY/GyKAX +ATvr1bObs9ACqOkvzTvtiY4CL48Ct91OfB8hSAb/yVv1Gh0Ndrae7zWEXgzV +mlou9zZaBC7CTAjqQ4uBn+3ROseOlsCqc5rP/gT9A/wiq+96fAS9BC65pXz9 +vQQtBV/P/twqLToGOr36XlvT0UshreRD1hUFOha4ncLrI9FoAM7Jl44BLrUe +4EnINHaaE+dhGRRpRyO2DFDrl4HrYNcVpRW7DL4UO7URBuwyyB9kx5qyscfB +UvHu0Hkx2OPAnnJfGT8buxwmMTvi897SedTLweAqfWftxvmMBymv3OZRjT0e +bHUnHnbosCsg8uI+bZscuwLi/OS+jtnYE+BJQ/VL4xs6//oEyIlaosjuxn1I +hN9aFJff1mJPBFXmzMQzBdiVUDY2vUekxK4ER76n3BCAPQk2mvYozGN03/RJ +0PT3yHj3Zdw/Fcxgrm3sqcSugj93VVrvbcGuhtLxs3x1AnY1tAQezur1x54M +1Ze8DZqHzbQng+nq7aIuIzUrBWy+HqtdI5vJv4x3t14= + "]]}, + {RGBColor[0.62, 0., 0.13], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.0125, 0.0125, 0.001, 0.0125}], + LineBox[CompressedData[" +1:eJw9031MzHEcwPHzMI5isbNuelgP55xzS510juM+uq6rqzMilCJUoqw4Twn9 +ukIeVsKOlM6hSJE4siZ9EyqLdsO66EGYhkirJUVhvh+/7bffXnt///huv8/H +eX18UNRIFou14s/79/vvkZKtNQOnBntPk3+eS6D+ccTk62eoJSS498Eb+5Rs +ai+S0XeAkcSfpZ5DPk0sG9Yl5lB7kraiS0uFxlzq2eTEQc+mjR3nqMXkYVHX +z8MaA7UHOXSTSU/afJ7aneQPpi05IzdSu5GQNGunz/wL1CJytPjq1OXOF6mF +JCzyiebRrEvUAtJtjPnssyyfmk8EyR8t344VUPOIvN6QN7r1MrULeSHU6d6p +CqmdyNmEodYZ9Vep7UmEnSX8SVwxNZfcL/eJk4muU3OIuiK3rWXMDWobsi02 +EcrHl1KzydMt3MB215vULNIpZYILlt6i/lbJqQjnT9OZsLN+vdRsdIm7jV0e +Fawd6L+LZkHW8fISdQGaDem7p9Yaj6Bt4B7z7mfPXjQHbF0jxCFJaC7oD9jo +XZPR9tCTsbf7WAraCSqbUssc9qNdYE1zYfb+HWgeTKjW2Tb+vx8fqmcmKLpj +0AIwu7ePtd+MFoJw+p5rH2PRIijdGZHX9f+8GzyLznQsXYt2Bytd5MXeILQH +NKsfZaxWosUQMDQpWihBz4aWNc9fj5uB9oRY66+mfgf0HPhQm7rBmov2Aq+T +SnYQBy0B9rqs4FlW6Llw3yElp7UP/4cUeAts74x+hZ4HqxqaeW330PPBrnNs +Q3w+WgbtVeP2WJ9CL4AOoTYwOg29ECz17j8ECWg5wGBNVXkQGsB75TWzQUTN +AHxRaIfOj8S+CBarOswVTXR+mEUQOyzSh5pwnrxB+WrCbksWdm8Iu9VtUxiP +XfFnfn4sH1ZjV0DmpreC9S7YfSAx5u7lsD46r4wPhJbIdH21OL9KeH9FnhST +i10JWybmVX/dit0XcjodU0P8sfvCqMaurHXO2FWQ4Zbfsq+f7gejAumXhsZn +T3Ff/KBJqv+UacTuB9rI4qja7dj9IYz/3fG4H3Z/SD6U7rnLAbsaFB6bslf0 +0H1k1KA3STJT6nA/A8BQF1olNmAPANmIstYBLfZAuL2w0tSjwh4I3ly2xWCH +XQPveVNkM9tKaNfAd7PZFJ5OzVoMnKJ9b+vEJeQ3TaTD5Q== + "]]}, + {RGBColor[1., 0.53, 0.25], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], Dashing[{0, Small}], LineBox[CompressedData[" +1:eJw91HlMU0kcwPEHrhE0EVjJQlZAilDQxYajlNarPwGBUotS9dmYbl1BIwUV +rwTBKAWMGEHl2mBFoAJKKcEqWtG0WccFwmIVZcEsrOKFguBVIx6oxCPOj5dM +Xj75zn8zv+Ekpsk32jMMw35b3/8/PhEJ0LFjx1dqyQ8LydVn3QMfBcepw0mk +V59IJiinFpC+x2M2i/wEdRjp5bKWnMMV1HyS4OHNGxmqpA4lCt4Gr4ZgHXUI +KRfmlVUzJ6mDyV3PAXvDQ3QQGVwsuKm7XU3NI6UJRvuM/hrqQGKXm6YUfayl +nkt8OXl7mXmnqQOIuDPa5pheR80l+5obky/26al9SavyyEEta6D2IZml6keF +rxqovYlfi1Pw8OlGag+SXb51b2mWkdqdiPLHo8/+dZbalRQoMh8o/z1H7Uwk +HZuu9X5qonYgtubc4fGQC9QMqddZvNZKTNS2K4Ln5qfa/9EMkz8wOGPHwEQX +u3nOmbK/faKDJdVqMlxAO8ALw7CtzIh2Bs+KDmVnE9oVuD39s7Ob0e6wKoo9 ++mXCHnCGKxP7T+z3Bs2cwUyPerQPtFW6/HKsGu0L+jx52uWTaC4okttd1LXo +AFj/W1uE3Sn0XChWF5qgCh0IBlVX5WgJmgfvufedzhxAB8GI9ZRQmIEOht99 +xrP2pKJD4PznJOugCh0K4ZWj6iIWzYdQ6SSOWY4Og4a+sBM2GVoAn/70SWEB +HQ6vW8xJ+f5oIWhLPNssjmgR7Jnswvq/wvObD71B02etuYNeAD8JDts5Xkcv +BAfptEPrzOhFUKJ66SepQS+GlITrtzZlo8VQKymIJQo0QF1X95XbPGoNAMeq +36afgn0J1L/Vj7o9Pk/7EqhV9c5b8zc1EwHDupxFqVXYI6DaXCP5sBt7JCh+ +DcrLjcceCW6JLyOyONijIFa72iAepfdXEwWbl6u8av7B+7wUJg259guqsC+F +CmNPUWA69mgIdFa+HYvHHg2wbvbROD/sMfDz1LoNLWN0XjQxoDr2tMP9Bs5P +LGw3dcvTddhjoXMoub1tF3YJXGLVrfPjsEugwWm3w3pv7HHQ079y5pZ3dD41 +cdDamCM1WXFepZDx5knBNB12KfCnFkL7TuzLQJcwMis3BvsyuLQi5cvVmdhl +sHbygeI/HtL3QCODe/yNfH4Bvg/x8F9XUzEn3Ei+As+fv10= + "]]}}, { + {RGBColor[0., 0.62, 0.53], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6]}, + {RGBColor[1., 0., 0.38], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.025, 0.0125}]}, + {RGBColor[0., 0.73, 1.], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], Dashing[{0, Small, Small, Small}]}, + {RGBColor[1., 0.71, 0.], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.025, 0.0125, 0.001, 0.0125}]}, + {RGBColor[0.46, 0., 0.62], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.001, 0.0125}]}, + {RGBColor[0.68, 0.69, 0.], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], Dashing[{Small, Small}]}, + {RGBColor[0.62, 0., 0.13], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.0125, 0.0125, 0.001, 0.0125}]}, + {RGBColor[1., 0.53, 0.25], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], Dashing[{0, Small}]}}, { + {RGBColor[0., 0.62, 0.53], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6]}, + {RGBColor[1., 0., 0.38], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.025, 0.0125}]}, + {RGBColor[0., 0.73, 1.], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], Dashing[{0, Small, Small, Small}]}, + {RGBColor[1., 0.71, 0.], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.025, 0.0125, 0.001, 0.0125}]}, + {RGBColor[0.46, 0., 0.62], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.001, 0.0125}]}, + {RGBColor[0.68, 0.69, 0.], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], Dashing[{Small, Small}]}, + {RGBColor[0.62, 0., 0.13], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.0125, 0.0125, 0.001, 0.0125}]}, + {RGBColor[1., 0.53, 0.25], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + Dashing[{ + 0, Small}]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}}, { + {RGBColor[0., 0.62, 0.53], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6]}, + {RGBColor[1., 0., 0.38], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.025, 0.0125}]}, + {RGBColor[0., 0.73, 1.], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], Dashing[{0, Small, Small, Small}]}, + {RGBColor[1., 0.71, 0.], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.025, 0.0125, 0.001, 0.0125}]}, + {RGBColor[0.46, 0., 0.62], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.001, 0.0125}]}, + {RGBColor[0.68, 0.69, 0.], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], Dashing[{Small, Small}]}, + {RGBColor[0.62, 0., 0.13], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.0125, 0.0125, 0.001, 0.0125}]}, + {RGBColor[1., 0.53, 0.25], PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + Dashing[{ + 0, Small}]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}}}, {{}, {}}}, InsetBox[ + TemplateBox[{ + "\"n=0\"","\"n=1\"","\"n=2\"","\"n=3\"","\"n=4\"","\"n=5\"","\"n=6\"", + "\"n=7\""}, + "LineLegend", + DisplayFunction->(FormBox[ + StyleBox[ + StyleBox[ + PaneBox[ + TagBox[ + GridBox[{{ + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0., 0.62, 0.53]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0., 0.62, 0.53]], {}}}, AspectRatio -> Full, + ImageSize -> {40, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.038000000000000006`] -> + Baseline)], #}, { + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[1., 0., 0.38], + Dashing[{0.225, 0.1125, 0.225, 0.1125, 0.225, 0.1125}]], { + + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[1., 0., 0.38], + + Dashing[{0.225, 0.1125, 0.225, 0.1125, 0.225, + 0.1125}]], {}}}, AspectRatio -> Full, + ImageSize -> {40, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.038000000000000006`] -> + Baseline)], #2}, { + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0., 0.73, 1.], + Dashing[{0, Small, Small, Small}]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0., 0.73, 1.], + Dashing[{0, Small, Small, Small}]], {}}}, AspectRatio -> + Full, ImageSize -> {40, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.038000000000000006`] -> + Baseline)], #3}, { + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[1., 0.71, 0.], + + Dashing[{0.225, 0.225, 0.1125, 0.009000000000000001, + 0.1125}]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[1., 0.71, 0.], + + Dashing[{0.225, 0.225, 0.1125, 0.009000000000000001, + 0.1125}]], {}}}, AspectRatio -> Full, + ImageSize -> {40, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.038000000000000006`] -> + Baseline)], #4}, { + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.46, 0., 0.62], + + Dashing[{0.225, 0.1125, 0.225, 0.1125, + 0.009000000000000001, 0.1125}]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.46, 0., 0.62], + + Dashing[{0.225, 0.1125, 0.225, 0.1125, + 0.009000000000000001, 0.1125}]], {}}}, AspectRatio -> + Full, ImageSize -> {40, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.038000000000000006`] -> + Baseline)], #5}, { + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.68, 0.69, 0.], + Dashing[{Small, Small}]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.68, 0.69, 0.], + Dashing[{Small, Small}]], {}}}, AspectRatio -> Full, + ImageSize -> {40, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.038000000000000006`] -> + Baseline)], #6}, { + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.62, 0., 0.13], + + Dashing[{0.225, 0.1125, 0.1125, 0.009000000000000001, + 0.1125}]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.62, 0., 0.13], + + Dashing[{0.225, 0.1125, 0.1125, 0.009000000000000001, + 0.1125}]], {}}}, AspectRatio -> Full, + ImageSize -> {40, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.038000000000000006`] -> + Baseline)], #7}, { + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[1., 0.53, 0.25], + Dashing[{0, Small}]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[1., 0.53, 0.25], + Dashing[{0, Small}]], {}}}, AspectRatio -> Full, + ImageSize -> {40, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.038000000000000006`] -> + Baseline)], #8}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.2}}, "Rows" -> {{0.2}}}], "Grid"]}}, + GridBoxAlignment -> {"Columns" -> {{Left}}, "Rows" -> {{Top}}}, + AutoDelete -> False, + GridBoxItemSize -> { + "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, + GridBoxSpacings -> {"Columns" -> {{0.2}}, "Rows" -> {{0}}}], + "Grid"], Alignment -> Left, AppearanceElements -> None, + ImageMargins -> {{5, 5}, {5, 5}}, ImageSizeAction -> + "ResizeToFit"], LineIndent -> 0, StripOnInput -> False], { + FontSize -> 12, FontFamily -> "Arial"}, Background -> Automatic, + StripOnInput -> False], TraditionalForm]& ), + Editable->True, + InterpretationFunction:>(RowBox[{"LineLegend", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.0055000000000000005`", "]"}], + ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0., 0.62, 0.53], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[0., 0.41333333333333333`, 0.3533333333333334], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.`", ",", "0.62`", ",", "0.53`"}], "]"}], + NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0., 0.62, 0.53]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0., 0.62, 0.53], Editable -> False, Selectable -> + False]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.0055000000000000005`", "]"}], + ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[1., 0., 0.38], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[0.6666666666666667, 0., 0.25333333333333335`], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"1.`", ",", "0.`", ",", "0.38`"}], "]"}], + NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[1., 0., 0.38]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[1., 0., 0.38], Editable -> False, Selectable -> + False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + + RowBox[{ + "0.025`", ",", "0.0125`", ",", "0.025`", ",", "0.0125`", + ",", "0.025`", ",", "0.0125`"}], "}"}], "]"}]}], "]"}], + ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.0055000000000000005`", "]"}], + ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0., 0.73, 1.], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[0., 0.4866666666666667, 0.6666666666666667], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.`", ",", "0.73`", ",", "1.`"}], "]"}], + NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0., 0.73, 1.]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0., 0.73, 1.], Editable -> False, Selectable -> + False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"0", ",", "Small", ",", "Small", ",", "Small"}], + "}"}], "]"}]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.0055000000000000005`", "]"}], + ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[1., 0.71, 0.], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[0.6666666666666667, 0.47333333333333333`, 0.], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"1.`", ",", "0.71`", ",", "0.`"}], "]"}], + NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[1., 0.71, 0.]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[1., 0.71, 0.], Editable -> False, Selectable -> + False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + + RowBox[{ + "0.025`", ",", "0.025`", ",", "0.0125`", ",", "0.001`", + ",", "0.0125`"}], "}"}], "]"}]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.0055000000000000005`", "]"}], + ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.46, 0., 0.62], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[0.3066666666666667, 0., 0.41333333333333333`], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.46`", ",", "0.`", ",", "0.62`"}], "]"}], + NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.46, 0., 0.62]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.46, 0., 0.62], Editable -> False, Selectable -> + False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + + RowBox[{ + "0.025`", ",", "0.0125`", ",", "0.025`", ",", "0.0125`", + ",", "0.001`", ",", "0.0125`"}], "}"}], "]"}]}], "]"}], + ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.0055000000000000005`", "]"}], + ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.68, 0.69, 0.], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[0.45333333333333337`, 0.45999999999999996`, 0.], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.68`", ",", "0.69`", ",", "0.`"}], "]"}], + NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.68, 0.69, 0.]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.68, 0.69, 0.], Editable -> False, Selectable -> + False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"Small", ",", "Small"}], "}"}], "]"}]}], "]"}], + ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.0055000000000000005`", "]"}], + ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.62, 0., 0.13], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[0.41333333333333333`, 0., 0.08666666666666667], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.62`", ",", "0.`", ",", "0.13`"}], "]"}], + NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.62, 0., 0.13]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.62, 0., 0.13], Editable -> False, Selectable -> + False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + + RowBox[{ + "0.025`", ",", "0.0125`", ",", "0.0125`", ",", "0.001`", + ",", "0.0125`"}], "}"}], "]"}]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.0055000000000000005`", "]"}], + ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[1., 0.53, 0.25], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.6666666666666667, 0.3533333333333334, + 0.16666666666666669`], FrameTicks -> None, + PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"1.`", ",", "0.53`", ",", "0.25`"}], "]"}], + NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[1., 0.53, 0.25]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[1., 0.53, 0.25], Editable -> False, Selectable -> + False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"0", ",", "Small"}], "}"}], "]"}]}], "]"}]}], + "}"}], ",", + RowBox[{"{", + + RowBox[{#, ",", #2, ",", #3, ",", #4, ",", #5, ",", #6, ",", #7, + ",", #8}], "}"}], ",", + RowBox[{"LegendMarkers", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}], ",", + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}], ",", + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}], ",", + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}], ",", + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}], ",", + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}], ",", + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}], ",", + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}]}], "}"}]}], ",", + RowBox[{"Joined", "\[Rule]", + RowBox[{"{", + + RowBox[{ + "True", ",", "True", ",", "True", ",", "True", ",", "True", + ",", "True", ",", "True", ",", "True"}], "}"}]}], ",", + RowBox[{"LabelStyle", "\[Rule]", + RowBox[{"{", + RowBox[{"FontSize", "\[Rule]", "12"}], "}"}]}], ",", + RowBox[{"LegendLayout", "\[Rule]", "\"Column\""}], ",", + RowBox[{"Spacings", "\[Rule]", "0.2`"}]}], "]"}]& )], + Scaled[{0.85, 0.66}], ImageScaled[{0.5, 0.5}], + BaseStyle->{FontSize -> Larger}, + FormatType->StandardForm]}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->{True, True}, + AxesLabel->{None, None}, + AxesOrigin->{0, 0}, + DisplayFunction->Identity, + Epilog->{{ + InsetBox[ + FormBox[ + StyleBox["\"SXS:BBH:0305\"", + GrayLevel[0], 12, StripOnInput -> False], TraditionalForm], + Scaled[{0.13, 0.1}]]}}, + Frame->{{True, True}, {True, True}}, + FrameLabel->{{ + FormBox["\"AIC\"", TraditionalForm], None}, { + FormBox[ + "\"\\!\\(\\*SubscriptBox[\\(t\\), \\(0\\)]\\)/M\"", TraditionalForm], + None}}, + FrameTicks->{{Automatic, Automatic}, {Automatic, Automatic}}, + GridLines-> + FrontEndValueCache[{ + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& , + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, + 6}]& }, {{{-20., + Directive[ + AbsoluteThickness[0.1]]}, {0., + Directive[ + AbsoluteThickness[0.1]]}, {20., + Directive[ + AbsoluteThickness[0.1]]}, {40., + Directive[ + AbsoluteThickness[0.1]]}, {-40., + Directive[ + AbsoluteThickness[0.1]]}, {-35., + Directive[ + AbsoluteThickness[0.1]]}, {-30., + Directive[ + AbsoluteThickness[0.1]]}, {-25., + Directive[ + AbsoluteThickness[0.1]]}, {-15., + Directive[ + AbsoluteThickness[0.1]]}, {-10., + Directive[ + AbsoluteThickness[0.1]]}, {-5., + Directive[ + AbsoluteThickness[0.1]]}, {5., + Directive[ + AbsoluteThickness[0.1]]}, {10., + Directive[ + AbsoluteThickness[0.1]]}, {15., + Directive[ + AbsoluteThickness[0.1]]}, {25., + Directive[ + AbsoluteThickness[0.1]]}, {30., + Directive[ + AbsoluteThickness[0.1]]}, {35., + Directive[ + AbsoluteThickness[0.1]]}, {45., + Directive[ + AbsoluteThickness[0.1]]}, {50., + Directive[ + AbsoluteThickness[0.1]]}, {55., + Directive[ + AbsoluteThickness[0.1]]}, {60., + Directive[ + AbsoluteThickness[0.1]]}}, {{-5000., + Directive[ + AbsoluteThickness[0.1]]}, {-4000., + Directive[ + AbsoluteThickness[0.1]]}, {-3000., + Directive[ + AbsoluteThickness[0.1]]}, {-2000., + Directive[ + AbsoluteThickness[0.1]]}, {-1000., + Directive[ + AbsoluteThickness[0.1]]}, {0., + Directive[ + AbsoluteThickness[0.1]]}, {-6000., + Directive[ + AbsoluteThickness[0.1]]}, {-5800., + Directive[ + AbsoluteThickness[0.1]]}, {-5600., + Directive[ + AbsoluteThickness[0.1]]}, {-5400., + Directive[ + AbsoluteThickness[0.1]]}, {-5200., + Directive[ + AbsoluteThickness[0.1]]}, {-4800., + Directive[ + AbsoluteThickness[0.1]]}, {-4600., + Directive[ + AbsoluteThickness[0.1]]}, {-4400., + Directive[ + AbsoluteThickness[0.1]]}, {-4200., + Directive[ + AbsoluteThickness[0.1]]}, {-3800., + Directive[ + AbsoluteThickness[0.1]]}, {-3600., + Directive[ + AbsoluteThickness[0.1]]}, {-3400., + Directive[ + AbsoluteThickness[0.1]]}, {-3200., + Directive[ + AbsoluteThickness[0.1]]}, {-2800., + Directive[ + AbsoluteThickness[0.1]]}, {-2600., + Directive[ + AbsoluteThickness[0.1]]}, {-2400., + Directive[ + AbsoluteThickness[0.1]]}, {-2200., + Directive[ + AbsoluteThickness[0.1]]}, {-1800., + Directive[ + AbsoluteThickness[0.1]]}, {-1600., + Directive[ + AbsoluteThickness[0.1]]}, {-1400., + Directive[ + AbsoluteThickness[0.1]]}, {-1200., + Directive[ + AbsoluteThickness[0.1]]}, {-800., + Directive[ + AbsoluteThickness[0.1]]}, {-600., + Directive[ + AbsoluteThickness[0.1]]}, {-400., + Directive[ + AbsoluteThickness[0.1]]}, {-200., + Directive[ + AbsoluteThickness[0.1]]}, {200., + Directive[ + AbsoluteThickness[0.1]]}, {400., + Directive[ + AbsoluteThickness[0.1]]}, {600., + Directive[ + AbsoluteThickness[0.1]]}, {800., + Directive[ + AbsoluteThickness[0.1]]}, {1000., + Directive[ + AbsoluteThickness[0.1]]}}}], + GridLinesStyle->Directive[ + GrayLevel[0.5, 0.4]], + ImageSize->Large, + LabelStyle->{FontFamily -> "Arial", 12, + GrayLevel[0], Bold}, + Method->{ + "OptimizePlotMarkers" -> True, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}}, + PlotRange->{{-25, 50}, {-5603.4456161790395`, 0}}, + PlotRangeClipping->True, + PlotRangePadding->{{0, 0}, { + Scaled[0.05], + Scaled[0.02]}}, + Ticks->{Automatic, Automatic}], + InterpretTemplate[Legended[ + Graphics[{{}, {{{}, {}, { + Hue[0.67, 0.6, 0.6], + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0., 0.62, 0.53]], + Line[CompressedData[" +1:eJw90n0s1HEcwPFLz6XIMKVajqk8xLnDuevOR4c7Qg6V4h+ktlzoPKRVc8pT +i/WA6y45IZ3yFNGWOn3XJj3MTcJGpfRwNZtqcj0h1fp++m2//fba+7fv7/v7 +/H528SkRiSYMBmPHn/Pv9d/hQ8puvOWmFJSQf+aSVfI3X3UKtDfZn66VG7PQ +XuTut75HAyloT6IyK7ePT0RzSGXvMP/TLjSblDQ/0mwMQ3uQkObWnRYiNItY +PSNjEz5odyJcPjQZzEFvIlJLuNXBRrsQaabFu/H/9zsRtjxh5UkJegNpuel+ +2zYO7UiUzIHD1nloBxKQY3C9345mEl6SyjtiEr2OJEtYUTq/UurVpLF38Yf3 +GrQNqeufHjlnWkZtSUYWZWfGn0KbE+PCmPRXtkrqRcS8Mz7tWCeaQXQmZ0zP +pp2n/nzXEGl+K5qvws6wLypMMFqpsftWLMvt2Df3AnaYYA3JT80tx/Vh56qo +gRXWF/H5UOm6VHyUV4H7A0GXqYlNqgb3D4nro4em2yvx/WBWIFUX5l3C9wf+ +zausJd5VOB9wKEh9PvgR7QBBCn8vYUM1zhcWPB/tLUmuwfnD9IEJX67nZWon +kOVPbauaRbuANiZmYWxPLfUmiH1dvG2+5gq1O2gfVGTxD2qpWVAj2PvgdGAd +tQeks6TME2uuUrNBFAqGUiOaAyOcgOMx+mvUnlBTu5qfr62n9oKSBC5HrWig +9gYl++hsQnQjNRdGZbHjeS5N1D7Q8ra7ePsPNA9SDP2LwzuaqfngZXdsUOF5 +nXoz9OkzrOfkogXQOVY7er8bLYSKnNL2HkYLtS/s+R6a89gNDbA7PHnzvB3U +CoCctmopKwO7H5i5jJCC09j94GQmT6jTYt8CVv4dzhqCfQuQG/pzM8+wi0Bd +9KIx7Ad2EegzEy+nW7bS7g/MGVmjrSO1wh+Syl/r1OuxB8Ba86VHlDbYA+Dr +iy558iyuHwjno5xFqje4fiBk9AvuCR5iF4O4XK/KvY5dDE+G7S5qldgl8Mu3 +SG+ShV0CPpGywrYI7EEQZNX2yW0D9iDgTDl/cZ/G+QZD14DQzLGPWhEMn5/O +GKLrsW8FO1eZW2s+9q2wYjJ76k4c9hAwreGO+/Gwh4A49dBPtRn2UNC8FEta +u+j3V4SCk0W2sSkJ/4cwiM1X/Vxm2Ux+A8OFtKw= + "]]}, { + Hue[0.9060679774997897, 0.6, 0.6], + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[1., 0., 0.38], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.025, 0.0125}]], + Line[CompressedData[" +1:eJw90g1MjHEcwPEjJFtJd+zCkUvh1OlNLqr71fV2Xal5SbiSEra71SSdtPLk +rRev05uOXrheJC9dh8jkL5ZF2DAUDkPoVisilwjz//Vsz5599t2el9/zmxWb +uCx+NIvFivh7/rv+PzzI02hFzJrmPPLfIlKax+sZ0qEXkfzmLavCqtHuhNtl +COeVoheSKBtHSYwa7Ubm3HYKtx3prqQkT8tV1KJdiGeubqvtbbQz4R64e5Hd +hXYijZ/M+57PyKcWku/iAPMPcWgHspczQZjZiBaQW6qdSx7ZFlDPJX4rqjbq +y9H2JLe34c1Rl0Lq2UQZWylsbUfzSXCh8bysqIjahvT8bjFrVxyjnk7ukRly ++8hiai65KXYd90aupuYQ9otPVjU7jlNbkkqpmbt1/Qnq8eSqPiT+qkkpNYtM +rxtrM5xYRt17w1u1PEyTVo6dtSCtdX5nyEns4hvf+v0ezz+FHYwTSn6t42rw +/mDXaDpaYVWBzwd1R3dbk3Ulvh9sb5evnyqswveHqoN8jiSsGr8Pks7Wmdmk +n8bvh1BVoLajoQbnA3e6X/YPDZ/B+cGutZHM4YizOF/whvemvtfP4fyBFfRK +ttv9ArUAyhZoTHNi66gdQN3nwfS4aamFUP7lvTHLop7aCRJ4SQ+/vkI7w/qK +TYpvqTpqF5gWYf6j5TraFfLvqaWGJrQbvPb4nJBSg14Igj2egux8tDtILPmK +UVnoRWBxUpf8gEGLIChZrF+2E+0B9oNKV85IXwx2XzMmazLRS2A1L6HFdxfa +E2696EoOy0B7waVx+06xk9DecLklMTAuGi0G2UB0s6MUDfBMfbhWKqJmAGK7 +LaMmOmL3gd70mpV6W+w+MHgwozpqCnZfGK81M/k5TOfH+IJzxbm45rc4Twmk +lLVxXG5il0BtV3BbvQa7H+yryx6j3I/dDyTWU+9Wp2D3hyHDgQ8DMdj9oUSf +pbrmjz0AQtO0kQN87AGQMLSheM0g/u9AmNTkla57SM0EQqvRQZBWhT0IDB8N +23wY7EHQGc19slKOXQo5GUqLzSLsUvCa7Ln9+yTswdA5j32+7yPdNyYYLFK9 +C1Zdw/2TAS83Xu5zCLsMrDf4X1GO7GcIyHJmdm8SYQ8B9stUccFE7KHQ/84Y +l3Sf7jcTCuYd2gZVKu77UthWeKQ0k3+B/AG0XbVc + "]]}, { + Hue[0.1421359549995791, 0.6, 0.6], + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0., 0.73, 1.], + Dashing[{0, Small, Small, Small}]], + Line[CompressedData[" +1:eJw103dMU0EcwPGCCxQTGSpoUXBgbSrSQoFCKT8oFAuoaBEC0RpRoeIo/gFG +00gVEMVBBIoWLYiDCkJLRZYjnBUHGleiERBRFEWBOsCIRoMj3u8lLy+ffJP3 +7u7duScpV260ZjAYcX/vf8//l4Bkq9iBsyYUkf/2J4b8NptDdmg/YuyTnZEz +0b7Evs+QdMofzScBmrO3vNejfciWoby8Bzq0N2neqW/68QHNI12rcrhTpRpq +LokXRUvWXEV7EcnntzFfwoqpPclBp/SszjdoDjHpA1MdSo5Rs8mFdT/a9iuO +U7PIV42pnBWjpfYgLtfXenStKKGeR1rL+dr8bSeo55DWrvxenv4ktRv5XWX7 +s/mXjppJDA/bxzPTyqidyQFzSitrzylqJ7LqnuwuK7Gcegr5PZQjyhWfprYh +TSOFEc1BZ6gZpOdNkdVi6Vnqzy3DCbIxscnnsDPi0lT9BZoK7MHbvO7EyZ/p +scN2tlom5lTi+8H1peHwJE0Vfh9KRXdbRhyqcXwwOSOA6XK+BscPDY0tldfj +jTg/ENoqrVMKa3H+ID+6fXLKYROuDySl24p6tBdx/UAbMjDLU1+H6wvWYaNd +hVsu4fqD86bvRxaWotkQG++qYavRHGgysjpG5GhPyGzgK0alaC8wFh7lcIVo +LpC5HJ9ILzQPgsssA+3z0d6wYGxl+szZaB/oPrj4VzUTzQf3y1anLTPRvqBU +3XiR7YL2A6jVygVOaH/gvDW6TbNDC4D0zBjjzUAHwL4ax37FJ5x/IAi0urrk +52ghTLxyTuHRhg6CjNfVr7qvokUw70HnBXM9OhjmFjxiN9SgAcYmDm++qaNW +A5To8tYOZmEPgVyesH7XBuwhEL53UYWtBHsomEMWdN/kYA+Fjn252fudsYth +dYZjVuI47GJI6kzuN1jw/4ZBearbI8t9anUYiGKtnvVWYA8HhW73YLEKezi8 +F1YW2MmwS+BbTlpCLAe7BDq+uIfybLBHgP7KgLC2l+4vdQTUZU5VSltwvy2B +FGvWUGox9iWwsumJYGsqdimoK2Ie+wRhl4JuuWXC0ynYI8H0kfVkzTu6n9WR +0Hh7NDr7Gu7vKKji8uwdNNijwL7ofW39ZuzR8PFGd7MZsEdDvN3uIyon7Eth +E396e/FDen7US0E5ZDKLd+B5WgasQWnviJuR/AHkjLZ5 + "]]}, { + Hue[0.37820393249936934`, 0.6, 0.6], + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[1., 0.71, 0.], + Dashing[{0.025, 0.025, 0.0125, 0.001, 0.0125}]], + Line[CompressedData[" +1:eJw90wtMU1cYwPECE3FaBKQEFRA60lZWGwqFymP2E6RFaYHJwhzToqhljWz4 +gKRWklUiaHWZiOCKUECUQUGK8gjYRT04XG2GSFZwYUODPNQg4hMxisQtns+b +3Nz88r+595yTcwIysjfudGQwGKn/3f8/P1wRZEnvcou6soR88GqSx1zU+3sP +Wkwm9Z1/3V1YSh1OXn1lj1dsQYeRBedbrJpraBFxYYbz66NPUYeSQH5Bh/NN +dAhpY/2R3pjzC7WQTKp2DFaJDNTBxKtT6faAWUYtIH63nt3PdzhNzSfVQyO+ ++93KqYOIvdwv+e+oCmoe6Zdop9oPGak5pFiWIoycrKQOJEJN8aE/I6qp2eSJ +Vl3m7HqG2p8I2h6n5b5A+xA+V+hzfaKG2psYt/aoTC/PUnuS9OnNLUPutdRu +JKZRPs2O/ZXahaxoVfYl6euoGWRENxGYMl5P/fRqZrolO3lTA3aGl/FSk3W0 +Ebukb3dCxqC+CTuESzatNCua8fsgyr7Z8KrsAv4ffmCx82PPXMTxwe2ygD3j +l1tw/DDmPeHOudeK84OZ+res1q42nD/kSSMtex3acX1A8Ynr4YxR7IEwPsCZ +Cfn4PgdCrhwzft2M5oHKYloqMqGDQFMSfdlei+bDdAW3w7cKLYChIt4AtxQd +DDV5Yd+l/oQWwjcCu5p3BB0CvHOVadcPo0NBvVXZeacQLYJvj3nMjR1Eh8F5 +7q2xAQ06HH6UbG97mIUWw9QeZdp8JXo1WFPqfHPl6AiIt7V/FhSFjoRuf4tq +lwAdBcb9S77UctHRMG/H8zFbAPoLeOSkPr6XhV4DF7Wm2tQ5XH8JLLOxOQuH +0QChridV5i5qHcDi4VmbvB77WhCfSv6noAT7WhhedZDRlI89BibNK7YNZ2GP +AaF7x+vuROyxcD9qVmzgYY+FhqKlyXlzuD/WQd+8LUlv+ql166DaZvf83ow9 +DopzyjWGo9jjINjE2qfNxC6F7Q6nGwpjsEsBsrgeHsuwy2D2wJrMpCm6P3Uy +ePDQycDswv0aDz1xMnZOCfZ4SBJfK7Cqsa8HKfPA6wnAvh7Czn5abfbGvgFO +dPgzap7Q86DbAPnimXdPu/F8JMCAs6zAasCeABGbpb6uWdjl8LOX4283JNjl +8K82rVDviV0BxgtXDbn99PzpFDDo6OKn1+F5TIRen0anoc+byXu9+bNg + "]]}, { + Hue[0.6142719099991583, 0.6, 0.6], + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0.46, 0., 0.62], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.001, 0.0125}]], + Line[CompressedData[" +1:eJw9031MzHEcwPGrI22mEiOtKKJ2qy66To/61F118ktdrmPCTIUd1Wha85Bz +WuFskbr0cM2l5ytcoQ7j6zTXkygjhu7+8JC6TTuGPIX5fvy233577b3f7/fd +vp+v547s5AxbFosl/XP/ff67QkhM22SsoKiM/HMwudLbP6h4jV5NzPsqZMVS +FTWfjKvrt7aMooPIwn5N3M8j5dQ8wuSGazVB56kDSZ915twmuwrqVWTalFa6 +2IpeSV4ao8iCqUrqAHJOeErb4lZN7U/u8dgim21qal8S1i0dEd+uoeaQVjmB +nCUXqH2I8C3jUDyJXkHud+S28h9rqL3Ijyq/Z9yeWuqlxPPhdSnz6CK1B9lu +18vbY6mjdiP1yk3SQ+4N1C5kJC1eLU9vpJ5Plv2KNqkNTdROxObtgMA7pIXa +nkhK4w4berXULPK5k72kOreNevKOhLt3W1f0ZeysDXX9Fu+KK9gjaz1uHZfU +67DDsCLB18vYjt+HuZ7zxIKPHfh/+MB8zxFOXMX1gbGjT79AdA3XD5122UY/ +HtoNmItJa7Kd0R6QkfymsWsa318KsrPvgwu+ob0gSz9nlut39ApIFpzh3ppC ++0CKxWl8wIrmQHXBuIiMoX3Bka37ZTGj/cGx/axL6ig6APhN2g4/E3ol+BRf +C5T876ugKk/dF/4MHQh3bbJUqgdoHuw2jwypCDoIivKT5nXp0HwYLkmI3KhB +r4Z3vRucI0vQwSDWx6dNF6FDQNGqTNcr0KFwPJEd8vwwOgzU1nRdfhY6HMRF +X6IiUtARIKx0+lnLR68B+Yudzv6u6EiY6LQom9logBeJoa6zrXQ/5QCmKSdm +jxn3NwokjjO6rvdgj4LBQiXraSP2aPjsULx88Cj2aPik4qSWpGAXwLLRA8ZY +P+wC0BwK2C22xy6EymYHc8EbOl9yIdTask+mGHDeYoDUsKc2VWOPgY9PuTfO +7cceCxWFQx++xmCPhTB+pv6SC/Y4MJ3+MnbJQudZHgcn8obfGQ043yJQ2m5x +lFViF4GDrKyQsx/7Woh4cuyJVoR9LRzUzZojc8ceD9kZbt/GJun5kcdDu2Sh +fWg3nqd1wClXnWTOY18HLIFOlZeJnQFDQyk3U4CdAe/7VdqcRdgTYL1IX3Pz +FT2v8gTodt58rKcQz+96UKTm71L4Xya/AcsBvhA= + "]]}, { + Hue[0.8503398874989481, 0.6, 0.6], + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0.68, 0.69, 0.], + Dashing[{Small, Small}]], + Line[CompressedData[" +1:eJw903tM01cUwPFioApCRSUBBSuPX7CgFC3FtrPIsZRCaUGLBgRRnGSYGIrV +CZskJF1SGxHToIkUBXkpVbECgmA3US++hVQHRZz4BEXR6ATnm1i3xXv8JTe/ +fPJN7h835wRt2Jz60yQWi5X23/n//+2TkJy6YPax4+Xkm8VkOCNTPCQyU4tI +g5A9cfEuejEhAtF9XUUFdTTp+Nxe9jV/P7WQ9BX2NBnXH6COIpYY8WBQfiW1 +gLj/miz8UFFFvYiY/ZbPkQ4fpF5ILgztFEtUNdR8Yll36y/LplrqBaTEnPH8 +I9RRh5PeO3mmrLB6ah7pv2dmGplD1KGEM/5o9HrUYWqGnNY1fmpPb6AOJpwX +K+3FeyzUgSTSVJ6uHj5CHUA6vxx1/1l1jNqPfHrHVxTfaKT2IeN3dXs1Wiu1 +N/G3XbXkhjdRTyETT0tXGF1bqFmkK0Iyv5d9knrs/HtOh3MttxU7q3vd+RNz +k9qwx5rdJtId205hh6267f371e14P+warR+JNqC9QZDqlclsQvtAb9urte4p +aD/I+OO43AnoAJClPnAWxqIDocfKmyySoYNhJ7E3qr6bgbLA3JBkKToUXI5O +dakToHkw0lrAOMLR4cAuLuT8yEMvgFaJTugIQ/PBWWMrf//dC2FNkY/GyKAX +ATvr1bObs9ACqOkvzTvtiY4CL48Ct91OfB8hSAb/yVv1Gh0Ndrae7zWEXgzV +mlou9zZaBC7CTAjqQ4uBn+3ROseOlsCqc5rP/gT9A/wiq+96fAS9BC65pXz9 +vQQtBV/P/twqLToGOr36XlvT0UshreRD1hUFOha4ncLrI9FoAM7Jl44BLrUe +4EnINHaaE+dhGRRpRyO2DFDrl4HrYNcVpRW7DL4UO7URBuwyyB9kx5qyscfB +UvHu0Hkx2OPAnnJfGT8buxwmMTvi897SedTLweAqfWftxvmMBymv3OZRjT0e +bHUnHnbosCsg8uI+bZscuwLi/OS+jtnYE+BJQ/VL4xs6//oEyIlaosjuxn1I +hN9aFJff1mJPBFXmzMQzBdiVUDY2vUekxK4ER76n3BCAPQk2mvYozGN03/RJ +0PT3yHj3Zdw/Fcxgrm3sqcSugj93VVrvbcGuhtLxs3x1AnY1tAQezur1x54M +1Ze8DZqHzbQng+nq7aIuIzUrBWy+HqtdI5vJv4x3t14= + "]]}, { + Hue[0.08640786499873876, 0.6, 0.6], + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0.62, 0., 0.13], + Dashing[{0.025, 0.0125, 0.0125, 0.001, 0.0125}]], + Line[CompressedData[" +1:eJw9031MzHEcwPHzMI5isbNuelgP55xzS510juM+uq6rqzMilCJUoqw4Twn9 +ukIeVsKOlM6hSJE4siZ9EyqLdsO66EGYhkirJUVhvh+/7bffXnt///huv8/H +eX18UNRIFou14s/79/vvkZKtNQOnBntPk3+eS6D+ccTk62eoJSS498Eb+5Rs +ai+S0XeAkcSfpZ5DPk0sG9Yl5lB7kraiS0uFxlzq2eTEQc+mjR3nqMXkYVHX +z8MaA7UHOXSTSU/afJ7aneQPpi05IzdSu5GQNGunz/wL1CJytPjq1OXOF6mF +JCzyiebRrEvUAtJtjPnssyyfmk8EyR8t344VUPOIvN6QN7r1MrULeSHU6d6p +CqmdyNmEodYZ9Vep7UmEnSX8SVwxNZfcL/eJk4muU3OIuiK3rWXMDWobsi02 +EcrHl1KzydMt3MB215vULNIpZYILlt6i/lbJqQjnT9OZsLN+vdRsdIm7jV0e +Fawd6L+LZkHW8fISdQGaDem7p9Yaj6Bt4B7z7mfPXjQHbF0jxCFJaC7oD9jo +XZPR9tCTsbf7WAraCSqbUssc9qNdYE1zYfb+HWgeTKjW2Tb+vx8fqmcmKLpj +0AIwu7ePtd+MFoJw+p5rH2PRIijdGZHX9f+8GzyLznQsXYt2Bytd5MXeILQH +NKsfZaxWosUQMDQpWihBz4aWNc9fj5uB9oRY66+mfgf0HPhQm7rBmov2Aq+T +SnYQBy0B9rqs4FlW6Llw3yElp7UP/4cUeAts74x+hZ4HqxqaeW330PPBrnNs +Q3w+WgbtVeP2WJ9CL4AOoTYwOg29ECz17j8ECWg5wGBNVXkQGsB75TWzQUTN +AHxRaIfOj8S+CBarOswVTXR+mEUQOyzSh5pwnrxB+WrCbksWdm8Iu9VtUxiP +XfFnfn4sH1ZjV0DmpreC9S7YfSAx5u7lsD46r4wPhJbIdH21OL9KeH9FnhST +i10JWybmVX/dit0XcjodU0P8sfvCqMaurHXO2FWQ4Zbfsq+f7gejAumXhsZn +T3Ff/KBJqv+UacTuB9rI4qja7dj9IYz/3fG4H3Z/SD6U7rnLAbsaFB6bslf0 +0H1k1KA3STJT6nA/A8BQF1olNmAPANmIstYBLfZAuL2w0tSjwh4I3ly2xWCH +XQPveVNkM9tKaNfAd7PZFJ5OzVoMnKJ9b+vEJeQ3TaTD5Q== + "]]}, { + Hue[0.3224758424985268, 0.6, 0.6], + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[1., 0.53, 0.25], + Dashing[{0, Small}]], + Line[CompressedData[" +1:eJw91HlMU0kcwPEHrhE0EVjJQlZAilDQxYajlNarPwGBUotS9dmYbl1BIwUV +rwTBKAWMGEHl2mBFoAJKKcEqWtG0WccFwmIVZcEsrOKFguBVIx6oxCPOj5dM +Xj75zn8zv+Ekpsk32jMMw35b3/8/PhEJ0LFjx1dqyQ8LydVn3QMfBcepw0mk +V59IJiinFpC+x2M2i/wEdRjp5bKWnMMV1HyS4OHNGxmqpA4lCt4Gr4ZgHXUI +KRfmlVUzJ6mDyV3PAXvDQ3QQGVwsuKm7XU3NI6UJRvuM/hrqQGKXm6YUfayl +nkt8OXl7mXmnqQOIuDPa5pheR80l+5obky/26al9SavyyEEta6D2IZml6keF +rxqovYlfi1Pw8OlGag+SXb51b2mWkdqdiPLHo8/+dZbalRQoMh8o/z1H7Uwk +HZuu9X5qonYgtubc4fGQC9QMqddZvNZKTNS2K4Ln5qfa/9EMkz8wOGPHwEQX +u3nOmbK/faKDJdVqMlxAO8ALw7CtzIh2Bs+KDmVnE9oVuD39s7Ob0e6wKoo9 ++mXCHnCGKxP7T+z3Bs2cwUyPerQPtFW6/HKsGu0L+jx52uWTaC4okttd1LXo +AFj/W1uE3Sn0XChWF5qgCh0IBlVX5WgJmgfvufedzhxAB8GI9ZRQmIEOht99 +xrP2pKJD4PznJOugCh0K4ZWj6iIWzYdQ6SSOWY4Og4a+sBM2GVoAn/70SWEB +HQ6vW8xJ+f5oIWhLPNssjmgR7Jnswvq/wvObD71B02etuYNeAD8JDts5Xkcv +BAfptEPrzOhFUKJ66SepQS+GlITrtzZlo8VQKymIJQo0QF1X95XbPGoNAMeq +36afgn0J1L/Vj7o9Pk/7EqhV9c5b8zc1EwHDupxFqVXYI6DaXCP5sBt7JCh+ +DcrLjcceCW6JLyOyONijIFa72iAepfdXEwWbl6u8av7B+7wUJg259guqsC+F +CmNPUWA69mgIdFa+HYvHHg2wbvbROD/sMfDz1LoNLWN0XjQxoDr2tMP9Bs5P +LGw3dcvTddhjoXMoub1tF3YJXGLVrfPjsEugwWm3w3pv7HHQ079y5pZ3dD41 +cdDamCM1WXFepZDx5knBNB12KfCnFkL7TuzLQJcwMis3BvsyuLQi5cvVmdhl +sHbygeI/HtL3QCODe/yNfH4Bvg/x8F9XUzEn3Ei+As+fv10= + "]]}}, {{ + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0., 0.62, 0.53]]}, { + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[1., 0., 0.38], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.025, 0.0125}]]}, { + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0., 0.73, 1.], + Dashing[{0, Small, Small, Small}]]}, { + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[1., 0.71, 0.], + Dashing[{0.025, 0.025, 0.0125, 0.001, 0.0125}]]}, { + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0.46, 0., 0.62], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.001, 0.0125}]]}, { + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0.68, 0.69, 0.], + Dashing[{Small, Small}]]}, { + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0.62, 0., 0.13], + Dashing[{0.025, 0.0125, 0.0125, 0.001, 0.0125}]]}, { + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[1., 0.53, 0.25], + Dashing[{0, Small}]]}}, {{ + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0., 0.62, 0.53]]}, { + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[1., 0., 0.38], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.025, 0.0125}]]}, { + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0., 0.73, 1.], + Dashing[{0, Small, Small, Small}]]}, { + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[1., 0.71, 0.], + Dashing[{0.025, 0.025, 0.0125, 0.001, 0.0125}]]}, { + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0.46, 0., 0.62], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.001, 0.0125}]]}, { + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0.68, 0.69, 0.], + Dashing[{Small, Small}]]}, { + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0.62, 0., 0.13], + Dashing[{0.025, 0.0125, 0.0125, 0.001, 0.0125}]]}, { + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[1., 0.53, 0.25], + + Dashing[{ + 0, Small}]]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}}, {{ + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0., 0.62, 0.53]]}, { + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[1., 0., 0.38], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.025, 0.0125}]]}, { + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0., 0.73, 1.], + Dashing[{0, Small, Small, Small}]]}, { + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[1., 0.71, 0.], + Dashing[{0.025, 0.025, 0.0125, 0.001, 0.0125}]]}, { + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0.46, 0., 0.62], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.001, 0.0125}]]}, { + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0.68, 0.69, 0.], + Dashing[{Small, Small}]]}, { + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0.62, 0., 0.13], + Dashing[{0.025, 0.0125, 0.0125, 0.001, 0.0125}]]}, { + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[1., 0.53, 0.25], + + Dashing[{ + 0, Small}]]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}}}, {{}, {}}}, { + DisplayFunction -> Identity, DisplayFunction -> Identity, AspectRatio -> + GoldenRatio^(-1), Axes -> {True, True}, AxesLabel -> {None, None}, + AxesOrigin -> {0, 0}, DisplayFunction :> Identity, Epilog -> {{ + Text[ + Style["SXS:BBH:0305", + GrayLevel[0], 12], + Scaled[{0.13, 0.1}]]}}, Frame -> {{True, True}, {True, True}}, + FrameLabel -> {{"AIC", None}, { + "\!\(\*SubscriptBox[\(t\), \(0\)]\)/M", None}}, + FrameTicks -> {{Automatic, Automatic}, {Automatic, Automatic}}, + GridLines -> { + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& , + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& }, + GridLinesStyle -> Directive[ + GrayLevel[0.5, 0.4]], ImageSize -> Large, + LabelStyle -> {FontFamily -> "Arial", 12, + GrayLevel[0], Bold}, + Method -> { + "OptimizePlotMarkers" -> True, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}}, + PlotRange -> {{-25, 50}, {-5603.4456161790395`, 0}}, PlotRangeClipping -> + True, PlotRangePadding -> {{0, 0}, { + Scaled[0.05], + Scaled[0.02]}}, Ticks -> {Automatic, Automatic}}], + Placed[ + Unevaluated[ + LineLegend[{ + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0., 0.62, 0.53]], + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[1., 0., 0.38], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.025, 0.0125}]], + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0., 0.73, 1.], + Dashing[{0, Small, Small, Small}]], + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[1., 0.71, 0.], + Dashing[{0.025, 0.025, 0.0125, 0.001, 0.0125}]], + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0.46, 0., 0.62], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.001, 0.0125}]], + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0.68, 0.69, 0.], + Dashing[{Small, Small}]], + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[0.62, 0., 0.13], + Dashing[{0.025, 0.0125, 0.0125, 0.001, 0.0125}]], + Directive[ + PointSize[0.0055000000000000005`], + AbsoluteThickness[1.6], + RGBColor[1., 0.53, 0.25], + Dashing[{0, Small}]]}, { + "n=0", "n=1", "n=2", "n=3", "n=4", "n=5", "n=6", "n=7"}, + LegendMarkers -> {{False, Automatic}, {False, Automatic}, { + False, Automatic}, {False, Automatic}, {False, Automatic}, { + False, Automatic}, {False, Automatic}, {False, Automatic}}, + Joined -> {True, True, True, True, True, True, True, True}, + LabelStyle -> {FontSize -> 12}, LegendLayout -> "Column", Spacings -> + 0.2]], {0.85, 0.66}, Identity]]& ], + AutoDelete->True, + Editable->True, + SelectWithContents->False, + Selectable->True]], "Output", + CellChangeTimes->{{3.8000747307958813`*^9, 3.8000748096202717`*^9}, + 3.8000748766911077`*^9, 3.8000812097363167`*^9, 3.800089011591708*^9, + 3.8001484431569757`*^9}, + CellLabel->"Out[65]=",ExpressionUUID->"8428df18-0e25-44e1-b6b2-c1fcad0b2402"] +}, Open ]], + +Cell[BoxData[ + RowBox[{"If", "[", + RowBox[{"ExportQ", ",", + RowBox[{"Export", "[", + RowBox[{ + RowBox[{"ExportDir", "<>", "\"\</AIC_t0.pdf\>\""}], ",", "lgp"}], + "]"}]}], "]"}]], "Input", + CellChangeTimes->{{3.800079719727749*^9, 3.8000797216542873`*^9}, { + 3.800081164026496*^9, 3.8000812181644793`*^9}, {3.800089018551702*^9, + 3.800089019006813*^9}}, + CellLabel->"In[87]:=",ExpressionUUID->"4ca36591-3400-4169-b876-cefd11a3e4d6"], + +Cell[BoxData[""], "Input", + CellChangeTimes->{{3.800075842390706*^9, 3.800075894860367*^9}, + 3.800089044050324*^9},ExpressionUUID->"e14946fa-85a5-4a9c-8592-\ +901dc792f5df"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"tab\[Alpha]0", "[", + RowBox[{"[", + RowBox[{"35", ",", "2"}], "]"}], "]"}]], "Input", + CellChangeTimes->{{3.800075900605083*^9, 3.8000759021222687`*^9}, { + 3.800076618195837*^9, 3.8000766185363894`*^9}}, + CellLabel->"In[94]:=",ExpressionUUID->"6cb1c26c-128f-445d-86e7-845f53507cd4"], + +Cell[BoxData[ + TagBox[ + RowBox[{"FittedModel", "[", + TagBox[ + PanelBox[ + TagBox[ + RowBox[{ + RowBox[{"(", + RowBox[{"0.2123577644558978`", "\[VeryThinSpace]", "+", + RowBox[{"0.7904005264338619`", " ", "\[ImaginaryI]"}]}], ")"}], " ", + + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "0.08519031369657866`"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"-", "3692.632566631851`"}], "+", "t"}], ")"}]}]], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"0.5557334030122436`", " ", "t"}], "]"}], "+", + RowBox[{"\[ImaginaryI]", " ", + RowBox[{"Sin", "[", + RowBox[{"0.5557334030122436`", " ", "t"}], "]"}]}]}], ")"}]}], + Short[#, 2]& ], + FrameMargins->5], + Editable -> False], "]"}], + InterpretTemplate[ + FittedModel[{ + "Nonlinear", {$CellContext`x0 -> + Complex[0.2123577644558978, 0.7904005264338619]}, {{$CellContext`t}, ( + E^((-0.08519031369657866) (-3692.632566631851 + $CellContext`t)) \ +$CellContext`x0) (Cos[0.5557334030122436 $CellContext`t] + + Complex[0, 1] Sin[0.5557334030122436 $CellContext`t])}}, { + 1}, {{3701.632566631851, + Complex[-0.17862091441652167`, -0.2827921489333201]}, { + 3702.132566631851, + Complex[-0.10647499964821995`, -0.3100872736152054]}, { + 3702.632566631851, + Complex[-0.03066455500584537, -0.3194810166489952]}, {3703.132566631851, + Complex[0.0443345182474629, -0.3106367221870883]}, {3703.632566631851, + Complex[0.11408027350866172`, -0.28436788057826073`]}, { + 3704.132566631851, + Complex[0.174471216708791, -0.24260025994724818`]}, { + 3704.632566631851, + Complex[0.2220341532227024, -0.18824920154962224`]}, {3705.132566631851, + Complex[0.2541691313399353, -0.1250201224681828]}, {3705.632566631851, + Complex[0.26933059465369796`, -0.05714736009291828]}, { + 3706.132566631851, + Complex[0.26712929890031867`, 0.01090782536947596]}, {3706.632566631851, + Complex[0.2483464794565585, 0.07477559205794797]}, {3707.132566631851, + Complex[0.21485943280603415`, 0.13048636050877377`]}, { + 3707.632566631851, + Complex[0.16948531642847853`, 0.17474538543967455`]}, { + 3708.132566631851, + Complex[0.11575683756643576`, 0.2051515715831834]}, { + 3708.632566631851, + Complex[0.05764897160612459, 0.22034417470878676`]}, {3709.132566631851, + Complex[-0.0007205242833322704, 0.22006743931909584`]}, { + 3709.632566631851, + Complex[-0.055392506136825795`, 0.2051502821462804]}, { + 3710.132566631851, + Complex[-0.10284604979840628`, 0.177405178701513]}, { + 3710.632566631851, + Complex[-0.14023514354865277`, 0.13945683997599653`]}, { + 3711.132566631851, + Complex[-0.1655655725034419, 0.09451656157919226]}, { + 3711.632566631851, + Complex[-0.1778005605677032, 0.046121893696650734`]}, { + 3712.132566631851, + Complex[-0.17688991226833575`, -0.0021367343418076303`]}, { + 3712.632566631851, + Complex[-0.16372373808316296`, -0.04688068603979928]}, { + 3713.132566631851, + Complex[-0.14001781390939222`, -0.08517901386874743]}, { + 3713.632566631851, + Complex[-0.10814273898970102`, -0.11473874798166178`]}, { + 3714.132566631851, + Complex[-0.07091292520050392, -0.13403720602321975`]}, { + 3714.632566631851, + Complex[-0.03135379895533175, -0.14238919287396384`]}, { + 3715.132566631851, + Complex[0.007533693773563205, -0.13994748365882753`]}, { + 3715.632566631851, + Complex[0.042993063193440276`, -0.12764030625329728`]}, { + 3716.132566631851, + Complex[0.07270078163819191, -0.10705424532350694`]}, { + 3716.632566631851, + Complex[0.09491075301969566, -0.08027475260849239]}, {3717.132566631851, + Complex[0.10854635248370746`, -0.049699025085690476`]}, { + 3717.632566631851, + Complex[0.11323622718667199`, -0.017837261857924232`]}, { + 3718.132566631851, + Complex[0.10929464484956283`, 0.012881785732511907`]}, { + 3718.632566631851, + Complex[0.09765141377314118, 0.04028639344286376]}, { + 3719.132566631851, + Complex[0.07973997161607645, 0.06260637712284026]}, { + 3719.632566631851, + Complex[0.05735492281304016, 0.07857751642478417]}, { + 3720.132566631851, + Complex[0.032491945165989196`, 0.08750054029664518]}, { + 3720.632566631851, + Complex[0.0071835171633715935`, 0.08925318715001304]}, { + 3721.132566631851, + Complex[-0.016656636851169915`, 0.0842575891824025]}, { + 3721.632566631851, + Complex[-0.03736901650904451, 0.07340855561797245]}, {3722.132566631851, + Complex[-0.05365468905229392, 0.05797100670131646]}, {3722.632566631851, + Complex[-0.0646463566224621, 0.039456663368373036`]}, { + 3723.132566631851, + Complex[-0.06994118771028533, 0.01949102419661937]}, {3723.632566631851, + Complex[-0.06959566663485935, -0.0003183555317433377]}, { + 3724.132566631851, + Complex[-0.06408569209480015, -0.018502164135823857`]}, { + 3724.632566631851, + Complex[-0.05423767104951985, -0.03382974439622132]}, { + 3725.132566631851, + Complex[-0.04113822101791459, -0.045383369464234324`]}, { + 3725.632566631851, + Complex[-0.02603118545133989, -0.0526027055342092]}, {3726.132566631851, + Complex[-0.010210948520570692`, -0.055298436588389975`]}, { + 3726.632566631851, + Complex[0.005079431891851003, -0.053636527586494176`]}, { + 3727.132566631851, + Complex[0.01873785087897748, -0.048096765187737256`]}, { + 3727.632566631851, + Complex[0.029874701743939934`, -0.03941090278833287]}, { + 3728.132566631851, + Complex[0.037862399850593254`, -0.02848685562524145]}, { + 3728.632566631851, + Complex[0.042360984896450925`, -0.01632590148236639]}, { + 3729.132566631851, + Complex[0.04331989996819606, -0.003939762406132386]}, { + 3729.632566631851, + Complex[0.040957849294213644`, 0.0077261581232015075`]}, { + 3730.132566631851, + Complex[0.0357241266800465, 0.01785812944409959]}, {3730.632566631851, + Complex[0.028245901717516137`, 0.025824109167085947`]}, { + 3731.132566631851, + Complex[0.019266607239886758`, 0.031205984373609084`]}, { + 3731.632566631851, + Complex[0.009580783998930496, 0.033813141225701705`]}, { + 3732.132566631851, + Complex[-0.000029463408465458864`, 0.033677930362935225`]}, { + 3732.632566631851, + Complex[-0.008851807238109643, 0.03103488868991062]}, { + 3733.132566631851, + Complex[-0.016291091561304174`, 0.026286623048271764`]}, { + 3733.632566631851, + Complex[-0.021904091279887645`, 0.019960003149588273`]}, { + 3734.132566631851, + Complex[-0.025420106118424702`, 0.012656720691687566`]}, { + 3734.632566631851, + Complex[-0.02674703611707445, 0.005002347192349542]}, { + 3735.132566631851, + Complex[-0.025963688044646122`, -0.0024022118253093036`]}, { + 3735.632566631851, + Complex[-0.023300016460879924`, -0.00902347067363947]}, { + 3736.132566631851, + Complex[-0.01910774965422246, -0.0144296385930984]}, {3736.632566631851, + Complex[-0.013824353072547457`, -0.018314573445615625`]}, { + 3737.132566631851, + Complex[-0.007933529147597951, -0.020510477888622387`]}, { + 3737.632566631851, + Complex[-0.001925448661229875, -0.020989302429979234`]}, { + 3738.132566631851, + Complex[0.0037403256618142376`, -0.019853651893214516`]}, { + 3738.632566631851, + Complex[0.008666694631428008, -0.01731870013008213]}, { + 3739.132566631851, + Complex[0.012543710763654741`, -0.013687159450646578`]}, { + 3739.632566631851, + Complex[0.01516483057131797, -0.009319701447874218]}, { + 3740.132566631851, + Complex[0.016434179638853123`, -0.004603375735787516]}, { + 3740.632566631851, + Complex[0.016364983066026167`, 0.0000794723988322668]}, { + 3741.132566631851, + Complex[0.015069955456824217`, 0.004379508539900403]}, { + 3741.632566631851, + Complex[0.012744982134255987`, 0.008004038121927277]}, { + 3742.132566631851, + Complex[0.009647824066557958, 0.010734544943011542`]}, { + 3742.632566631851, + Complex[0.0060738234019291565`, 0.012437285258542633`]}, { + 3743.132566631851, + Complex[0.002330666750216887, 0.013066667597715933`]}, { + 3743.632566631851, + Complex[-0.0012858161797234537`, 0.012661712228734641`]}, { + 3744.132566631851, + Complex[-0.0045130645104883155`, 0.01133638705516922]}, { + 3744.632566631851, + Complex[-0.007138996279581533, 0.009265023699517807]}, { + 3745.132566631851, + Complex[-0.009014030788355401, 0.0066643040694487265`]}, { + 3745.632566631851, + Complex[-0.010057410689537126`, 0.003773458668580608]}, { + 3746.132566631851, + Complex[-0.010257790366199861`, 0.0008343293514234435]}, { + 3746.632566631851, + Complex[-0.009668501625665403, -0.0019271701371621815`]}, { + 3747.132566631851, + Complex[-0.008398283686888317, -0.004316891946776157]}, { + 3747.632566631851, + Complex[-0.006598549088095977, -0.006184597962882944]}, { + 3748.132566631851, + Complex[-0.0044484368608205035`, -0.007431780431467337]}, { + 3748.632566631851, + Complex[-0.0021389735624649546`, -0.00801491315014611]}, { + 3749.132566631851, + Complex[0.00014237630077566858`, -0.007944258245055347]}, { + 3749.632566631851, + Complex[0.0022256241224080982`, -0.007278684172596019]}, { + 3750.132566631851, + Complex[0.00396970150016498, -0.006117217980781272]}, { + 3750.632566631851, + Complex[0.005270767273912598, -0.004588244246566468]}, { + 3751.132566631851, + Complex[0.006067004512458724, -0.0028373669580761193`]}, { + 3751.632566631851, + Complex[0.006339833370785613, -0.001014968093833393]}, { + 3752.132566631851, + Complex[0.006111744960423227, 0.0007355662873676162]}, { + 3752.632566631851, + Complex[0.005441201560438422, 0.0022881132055294056`]}, { + 3753.132566631851, + Complex[0.004415234784723739, 0.0035419184498916645`]}, { + 3753.632566631851, + Complex[0.0031404961788717564`, 0.004427105326458472]}, { + 3754.132566631851, + Complex[0.0017335697839839718`, 0.004907385692017616]}, { + 3754.632566631851, + Complex[0.00031134425476610927`, 0.004980003006821793]}, { + 3755.132566631851, + Complex[-0.0010178301699347077`, 0.004673145649078559]}, { + 3755.632566631851, + Complex[-0.002161596489970852, 0.004041241000726078]}, { + 3756.132566631851, + Complex[-0.0030492118900098102`, 0.0031586665077210146`]}, { + 3756.632566631851, + Complex[-0.00363506711967166, 0.0021124874342876142`]}, { + 3757.132566631851, + Complex[-0.0039000187223907756`, 0.0009948514688402832]}, { + 3757.632566631851, + Complex[-0.003850620493239025, -0.00010435856586099213`]}, { + 3758.132566631851, + Complex[-0.0035164906877811564`, -0.001104084125104266]}, { + 3758.632566631851, + Complex[-0.0029461708631303356`, -0.0019374377056033956`]}, { + 3759.132566631851, + Complex[-0.002201914343476478, -0.002555539814867962]}, { + 3759.632566631851, + Complex[-0.00135388448147115, -0.0029296874543337133`]}, { + 3760.132566631851, + Complex[-0.00047424529154405125`, -0.0030518333041091553`]}, { + 3760.632566631851, + Complex[0.000368406111853031, -0.0029334817567141028`]}, { + 3761.132566631851, + Complex[0.001113879247754379, -0.0026032162313750357`]}, { + 3761.632566631851, + Complex[0.0017142024022974503`, -0.0021031555422465764`]}, { + 3762.132566631851, + Complex[0.002136208503580919, -0.0014846917087482578`]}, { + 3762.632566631851, + Complex[0.0023628033588324595`, -0.0008038856311059359]}, { + 3763.132566631851, + Complex[0.002392930051582297, -0.00011689146212929897`]}, { + 3763.632566631851, + Complex[0.0022403387806637495`, 0.0005242519336856705]}, { + 3764.132566631851, + Complex[0.0019313512923149997`, 0.001075178896210486]}, { + 3764.632566631851, + Complex[0.0015018684128128659`, 0.0015018920738219307`]}, { + 3765.132566631851, + Complex[0.000993905402091136, 0.0017824640269241167`]}, { + 3765.632566631851, + Complex[0.000451951923648531, 0.0019076991516570846`]}, { + 3766.132566631851, + Complex[-0.00008055768794382287, 0.0018807910251263348`]}, { + 3766.632566631851, + Complex[-0.0005644098045478924, 0.001716082190689408]}, { + 3767.132566631851, + Complex[-0.000967206451023209, 0.0014370914324204921`]}, { + 3767.632566631851, + Complex[-0.0012652428070233047`, 0.0010740143443726743`]}, { + 3768.132566631851, + Complex[-0.0014445850680801606`, 0.0006609253148540004]}, { + 3768.632566631851, + Complex[-0.0015013320162620505`, 0.00023291297467543606`]}, { + 3769.132566631851, + Complex[-0.0014411054332405854`, -0.00017663225467853182`]}, { + 3769.632566631851, + Complex[-0.001277868108697083, -0.0005383882888569888]}, { + 3770.132566631851, + Complex[-0.0010322104400355308`, -0.0008289792621960187]}, { + 3770.632566631851, + Complex[-0.0007292751086025344, -0.0010322593605763559`]}, { + 3771.132566631851, + Complex[-0.00039650321700199806`, -0.0011399526893612786`]}, { + 3771.632566631851, + Complex[-0.00006138464166117372, -0.0011516509925656208`]}, { + 3772.132566631851, + Complex[0.00025061867054383495`, -0.0010742189211036717`]}, { + 3772.632566631851, + Complex[0.0005178333848126253, -0.0009206972288154432]}, { + 3773.132566631851, + Complex[0.0007237107688005323, -0.0007088253831772696]}, { + 3773.632566631851, + Complex[0.0008576695683129805, -0.0004593247870787895]}, { + 3774.132566631851, + Complex[0.000915419893023096, -0.000194091461013671]}, { + 3774.632566631851, + Complex[0.0008987838085338631, 0.00006555725959423243]}, { + 3775.132566631851, + Complex[0.0008150656324036836, 0.0003004525445414118]}, { + 3775.632566631851, + Complex[0.0006760555133286618, 0.0004948549921320389]}, { + 3776.132566631851, + Complex[0.0004967715400468601, 0.0006373716545254361]}, { + 3776.632566631851, + Complex[0.00029405748906436574`, 0.0007214680587392621]}, { + 3777.132566631851, + Complex[0.00008515513667467457, 0.0007455685468852521]}, { + 3777.632566631851, + Complex[-0.00011363751949295966`, 0.0007127705297957388]}, { + 3778.132566631851, + Complex[-0.0002881263968292421, 0.0006302259444093652]}, { + 3778.632566631851, + Complex[-0.000427125807306301, 0.0005082645509016337]}, { + 3779.132566631851, + Complex[-0.0005230590857559792, 0.00035934750815270154`]}, { + 3779.632566631851, + Complex[-0.000572234546166337, 0.000196945397175096]}, { + 3780.132566631851, + Complex[-0.0005748027326773382, 0.000034432850988900595`]}, { + 3780.632566631851, + Complex[-0.0005344249697558023, -0.00011591711791153878`]}, { + 3781.132566631851, + Complex[-0.00045770284302631167`, -0.00024377067083886013`]}, { + 3781.632566631851, + Complex[-0.0003534323955108883, -0.0003413528910280196]}, { + 3782.132566631851, + Complex[-0.0002317548306822652, -0.0004038210072629135]}, { + 3782.632566631851, + Complex[-0.00010327728027105396`, -0.000429383717800757]}, { + 3783.132566631851, + Complex[0.000021766912751585446`, -0.0004191793606608787]}, { + 3783.632566631851, + Complex[0.00013425800983347388`, -0.00037694302722585544`]}, { + 3784.132566631851, + Complex[0.00022678240184634618`, -0.0003085061841743156]}, { + 3784.632566631851, + Complex[0.00029404583200909177`, -0.00022118123515014912`]}, { + 3785.132566631851, + Complex[0.0003330918410465543, -0.0001230875294335981]}, { + 3785.632566631851, + Complex[0.00034332607919179545`, -0.000022474670011712814`]}, { + 3786.132566631851, + Complex[0.00032636174074601417`, 0.00007290590853607798]}, { + 3786.632566631851, + Complex[0.000285713435197864, 0.00015633837280595755`]}, { + 3787.132566631851, + Complex[0.00022637556460958796`, 0.00022255693914538435`]}, { + 3787.632566631851, + Complex[0.00015432654260580673`, 0.0002680173716277785]}, { + 3788.132566631851, + Complex[0.00007600185880351399, 0.00029101787476925754`]}, { + 3788.632566631851, + Complex[-2.222586103096283*^-6, 0.0002916733971422845]}, { + 3789.132566631851, + Complex[-0.00007449979456256061, 0.0002717576728148202]}, { + 3789.632566631851, + Complex[-0.00013590321624101033`, 0.0002344356603755414]}, { + 3790.132566631851, + Complex[-0.000182718253009683, 0.00018391503764119904`]}, { + 3790.632566631851, + Complex[-0.0002126205380829135, 0.00012504888406236384`]}, { + 3791.132566631851, + Complex[-0.00022473707328423475`, 0.00006292256416990757]}, { + 3791.632566631851, + Complex[-0.00021959504011500133`, 2.4563392320858744`*^-6]}, { + 3792.132566631851, + Complex[-0.00019897087464255616`, -0.00005194834022635232]}, { + 3792.632566631851, + Complex[-0.00016565843529302456`, -0.00009669619446483862]}, { + 3793.132566631851, + Complex[-0.00012317960329869988`, -0.00012920304901472377`]}, { + 3793.632566631851, + Complex[-0.00007546313934682445, -0.00014800939289379736`]}, { + 3794.132566631851, + Complex[-0.0000265180831657337, -0.00015280108795761294`]}, { + 3794.632566631851, + Complex[0.00001987354644721707, -0.00014434269649939583`]}, { + 3795.132566631851, + Complex[0.000060423185471256884`, -0.00012433503684148144`]}, { + 3795.632566631851, + Complex[0.00009254441116816145, -0.00009521338326365863]}, { + 3796.132566631851, + Complex[0.00011449253954621936`, -0.000059905980119156764`]}, { + 3796.632566631851, + Complex[0.0001254298625903563, -0.00002157411916789169]}, { + 3797.132566631851, + Complex[0.0001254172460849251, 0.00001664518567449056]}, { + 3797.632566631851, + Complex[0.00011533833597018986`, 0.000051874608069579076`]}, { + 3798.132566631851, + Complex[0.00009676729882453481, 0.00008169380480576028]}, { + 3798.632566631851, + Complex[0.00007179449599556633, 0.00010428650339637885`]}, { + 3799.132566631851, + Complex[0.000042826638089887826`, 0.00011853004844565281`]}, { + 3799.632566631851, + Complex[0.000012378673982022227`, 0.00012402504474860946`]}, { + 3800.132566631851, + Complex[-0.000017126017018934627`, 0.00012106751119031535`]}, { + 3800.632566631851, + Complex[-0.00004353246656267874, 0.0001105702018400462]}, { + 3801.132566631851, + Complex[-0.00006509623703621492, 0.00009394316848549942]}, { + 3801.632566631851, + Complex[-0.00008058268873027281, 0.00007294598581941361]}, { + 3802.132566631851, + Complex[-0.00008931919690751223, 0.00004952528958527896]}, { + 3802.632566631851, + Complex[-0.00009120011956390115, 0.000025651329654855384`]}, { + 3803.132566631851, + Complex[-0.00008664802993038457, 3.166178427272718*^-6]}, { + 3803.632566631851, + Complex[-0.00007653779827592079, -0.000016345651317024914`]}, { + 3804.132566631851, + Complex[-0.00006209247752337001, -0.000031656131095122235`]}, { + 3804.632566631851, + Complex[-0.00004476137777266833, -0.00004195711456427477]}, { + 3805.132566631851, + Complex[-0.000026091222352577202`, -0.00004688638839003227]}, { + 3805.632566631851, + Complex[-7.600844958786067*^-6, -0.00004651759124277327]}, { + 3806.132566631851, + Complex[9.331284377767185*^-6, -0.00004131791004214613]}, { + 3806.632566631851, + Complex[0.00002355926883222562, -0.000032079592335795074`]}, { + 3807.132566631851, + Complex[0.00003423651670955087, -0.000019832783679331606`]}, { + 3807.632566631851, + Complex[0.000040854171463231395`, -5.747914725115383*^-6]}, { + 3808.132566631851, + Complex[0.00004325086207196203, 8.964081371178974*^-6]}, { + 3808.632566631851, + Complex[0.00004159555373233258, 0.00002314604307673961]}, { + 3809.132566631851, + Complex[0.00003634714354617395, 0.00003577678089385568]}, { + 3809.632566631851, + Complex[0.000028195826367084157`, 0.000046036126074009696`]}, { + 3810.132566631851, + Complex[0.000017992166285941942`, 0.00005334947917012139]}, { + 3810.632566631851, + Complex[6.670196071420039*^-6, 0.000057410323072708466`]}, { + 3811.132566631851, + Complex[-4.829258040422409*^-6, 0.000058180894754557855`]}, { + 3811.632566631851, + Complex[-0.00001562937740492121, 0.000055872823787015046`]}, { + 3812.132566631851, + Complex[-0.000024977538618657754`, 0.00005091084066605043]}, { + 3812.632566631851, + Complex[-0.00003229132991253336, 0.00004388361164006423]}, { + 3813.132566631851, + Complex[-0.000037188133537786125`, 0.00003548641036556648]}, { + 3813.632566631851, + Complex[-0.000039497454623643186`, 0.00002646049533155559]}, { + 3814.132566631851, + Complex[-0.000039256454072660194`, 0.00001753399241334494]}, { + 3814.632566631851, + Complex[-0.000036690356157348564`, 9.368525800511464*^-6]}, { + 3815.132566631851, + Complex[-0.00003218041717250914, 2.5151063372800006`*^-6]}, { + 3815.632566631851, + Complex[-0.000026222808629294137`, -2.6182027194987266`*^-6]}, { + 3816.132566631851, + Complex[-0.000019382211566264113`, -5.7853324112682395`*^-6]}, { + 3816.632566631851, + Complex[-0.000012243992033576698`, -6.907638366982082*^-6]}, { + 3817.132566631851, + Complex[-5.368649504572034*^-6, -6.0663494622628435`*^-6]}, { + 3817.632566631851, + Complex[7.482538965536961*^-7, -3.4836612323727887`*^-6]}, { + 3818.132566631851, + Complex[5.708095250479285*^-6, 5.052367190298766*^-7]}, { + 3818.632566631851, + Complex[9.231379166416233*^-6, 5.486408157388172*^-6]}, { + 3819.132566631851, + Complex[0.000011169221401364504`, 0.00001100462242677332]}, { + 3819.632566631851, + Complex[0.000011504092132742921`, 0.00001660091505564033]}, { + 3820.132566631851, + Complex[0.00001034061026102501, 0.000021847462052602792`]}, { + 3820.632566631851, + Complex[7.887861604149175*^-6, 0.000026377313483978266`]}, { + 3821.132566631851, + Complex[4.43523745538612*^-6, 0.00002990718485251023]}, { + 3821.632566631851, + Complex[3.2413871759606825`*^-7, 0.00003225208256791229]}, { + 3822.132566631851, + Complex[-4.08200264812688*^-6, 0.00003333135081095128]}, { + 3822.632566631851, + Complex[-8.42693528627177*^-6, 0.00003316633554525373]}, { + 3823.132566631851, + Complex[-0.000012387918588649926`, 0.00003187055773955749]}, { + 3823.632566631851, + Complex[-0.00001569738557804594, 0.00002963367041689932]}, { + 3824.132566631851, + Complex[-0.000018158688475884028`, 0.000026700951006595927`]}, { + 3824.632566631851, + Complex[-0.000019655179941058294`, 0.000023350241513980166`]}, { + 3825.132566631851, + Complex[-0.000020152529485899708`, 0.000019868299456168586`]}, { + 3825.632566631851, + Complex[-0.000019694599766430126`, 0.000016528374010147642`]}, { + 3826.132566631851, + Complex[-0.00001839376019313363, 0.000013570686097121042`]}, { + 3826.632566631851, + Complex[-0.000016416787100832167`, 0.000011186980587902443`]}, { + 3827.132566631851, + Complex[-0.000013967821420160964`, 9.510054176274846*^-6]}, { + 3827.632566631851, + Complex[-0.000011269874360683005`, 8.608580646973226*^-6]}, { + 3828.132566631851, + Complex[-8.54651235974674*^-6, 8.487147219682071*^-6]}, { + 3828.632566631851, + Complex[-6.004885640591886*^-6, 9.091207610045402*^-6]}, { + 3829.132566631851, + Complex[-3.821523678130284*^-6, 0.000010316009685849613`]}, { + 3829.632566631851, + Complex[-2.131525885793247*^-6, 0.000012018577389491901`]}, { + 3830.132566631851, + Complex[-1.0217716019399397`*^-6, 0.000014031616236901422`]}, { + 3830.632566631851, + Complex[-5.283676244190897*^-7, 0.000016178065435244537`]}, { + 3831.132566631851, + Complex[-6.379303082004937*^-7, 0.00001828531039067111]}, { + 3831.632566631851, + Complex[-1.2927954809047225`*^-6, 0.00002019779822931084]}, { + 3832.132566631851, + Complex[-2.3988312840262527`*^-6, 0.000021787388082766088`]}, { + 3832.632566631851, + Complex[-3.835625065853508*^-6, 0.00002296081459117834]}, { + 3833.132566631851, + Complex[-5.467680792654617*^-6, 0.000023663820925220204`]}, { + 3833.632566631851, + Complex[-7.155795599735288*^-6, 0.000023882001201852812`]}, { + 3834.132566631851, + Complex[-8.768100769754115*^-6, 0.000023638919445558538`]}, { + 3834.632566631851, + Complex[-0.000010189301154024553`, 0.000022990700891820492`]}, { + 3835.132566631851, + Complex[-0.000011327768607650977`, 0.000022019554659496704`]}, { + 3835.632566631851, + Complex[-0.000012120848664283514`, 0.000020825273905878117`]}, { + 3836.132566631851, + Complex[-0.000012537079064461968`, 0.000019516276098676654`]}, { + 3836.632566631851, + Complex[-0.00001257587911254469, 0.000018200550184577732`]}, { + 3837.132566631851, + Complex[-0.00001226545673590589, 0.00001697789517152898]}, { + 3837.632566631851, + Complex[-0.000011657708167598064`, 0.000015932733914856547`]}, { + 3838.132566631851, + Complex[-0.000010822520989649433`, 0.000015129161780487304`]}, { + 3838.632566631851, + Complex[-9.84136280568393*^-6, 0.000014607957451532819`]}, { + 3839.132566631851, + Complex[-8.799919044159762*^-6, 0.000014385274055883525`]}, { + 3839.632566631851, + Complex[-7.781228253916296*^-6, 0.000014453403858084917`]}, { + 3840.132566631851, + Complex[-6.859909907991834*^-6, 0.00001478358447814041]}, { + 3840.632566631851, + Complex[-6.097077569564994*^-6, 0.000015329628377412348`]}, { + 3841.132566631851, + Complex[-5.5369354094328435`*^-6, 0.000016032958184064646`]}, { + 3841.632566631851, + Complex[-5.2047869094242114`*^-6, 0.000016828054976002096`]}, { + 3842.132566631851, + Complex[-5.106755474236371*^-6, 0.000017647918967839548`]}, { + 3842.632566631851, + Complex[-5.231060801816723*^-6, 0.00001842912418753431]}, { + 3843.132566631851, + Complex[-5.550066052175394*^-6, 0.00001911640206404573]}, { + 3843.632566631851, + Complex[-6.02386360592299*^-6, 0.00001966604403914544]}, { + 3844.132566631851, + Complex[-6.604257150324257*^-6, 0.00002004834980411519]}}, + Function[Null, + Internal`LocalizedBlock[{$CellContext`t, $CellContext`x0}, #], { + HoldAll}]]& ], + Editable->False, + SelectWithContents->True, + Selectable->True]], "Output", + CellChangeTimes->{3.800075902434183*^9, 3.800076618847624*^9}, + CellLabel->"Out[94]=",ExpressionUUID->"9ddfb16e-3781-4b6e-82a5-7eaf9b6f4d82"] +}, Open ]], + +Cell[BoxData[ + RowBox[{ + RowBox[{"data", "=", + RowBox[{"Select", "[", + RowBox[{"mysxscase22modeRD", ",", " ", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", + RowBox[{"tmax", "+", "25", "-", "25"}]}], "&"}]}], "]"}]}], + ";"}]], "Input", + CellChangeTimes->{{3.800075914542706*^9, 3.8000759166146708`*^9}, { + 3.8000766044386053`*^9, 3.800076607261037*^9}, {3.800150472241502*^9, + 3.800150473431878*^9}}, + CellLabel-> + "In[155]:=",ExpressionUUID->"dba2a134-1b12-4a84-bce9-ddba7872374e"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"ans0", "=", + RowBox[{"OvertoneModelV2", "[", + RowBox[{"0", ",", + RowBox[{"{", + RowBox[{"\[Eta]", ",", "\[Chi]1", ",", "\[Chi]2"}], "}"}], ",", + RowBox[{"t0", "+", "10"}], ",", + RowBox[{"\"\<Fit\[Alpha]\>\"", "\[Rule]", + RowBox[{"{", "0", "}"}]}], ",", + RowBox[{"\"\<Fit\[Tau]\>\"", "\[Rule]", + RowBox[{"{", "0", "}"}]}], ",", + RowBox[{"\"\<ModesData\>\"", "->", "Modedata"}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "notdir"}], ",", + RowBox[{"\"\<ReIm\>\"", "\[Rule]", "True"}]}], "]"}]}]], "Input", + CellChangeTimes->{{3.800076002361577*^9, 3.800076004964308*^9}, + 3.800076277736166*^9, {3.800148718237361*^9, 3.800148719623283*^9}, { + 3.800149145660467*^9, 3.800149157481542*^9}}, + CellLabel-> + "In[156]:=",ExpressionUUID->"6f0a3192-0f42-4ffd-84b9-9a6bc5b0edce"], + +Cell[BoxData[ + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{"-", + FractionBox[ + RowBox[{"0.08519031369657866`", " ", + RowBox[{"(", + RowBox[{ + RowBox[{"-", "3702.632566631851`"}], "+", "t"}], ")"}]}], + RowBox[{"1", "+", "\[Beta]0"}]]}]], " ", + RowBox[{"(", + RowBox[{"x0", "+", + RowBox[{"\[ImaginaryI]", " ", "y0"}]}], ")"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"0.5557334030122436`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]0"}], ")"}]}], "]"}], "+", + RowBox[{"\[ImaginaryI]", " ", + RowBox[{"Sin", "[", + RowBox[{"0.5557334030122436`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]0"}], ")"}]}], "]"}]}]}], + ")"}]}]], "Output", + CellChangeTimes->{ + 3.800076005408429*^9, 3.800076222245844*^9, 3.8000762783570137`*^9, + 3.8000766091730137`*^9, 3.8001484739912786`*^9, {3.800148714988347*^9, + 3.80014872215514*^9}, 3.8001491583662767`*^9, 3.800150485473658*^9}, + CellLabel-> + "Out[156]=",ExpressionUUID->"646aac0f-d14c-4747-95ef-9e6656b55140"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"CNMinimize", "[", + RowBox[{ + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], ",", "ans0", ",", + RowBox[{"{", + RowBox[{"x0", ",", "y0", ",", "\[Alpha]0", ",", "\[Beta]0"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"t", ",", + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}], "}"}], ",", + RowBox[{"Method", "\[Rule]", "\"\<RandomSearch\>\""}]}], "]"}]], "Input", + CellChangeTimes->{{3.800075809133007*^9, 3.8000758374186783`*^9}, { + 3.800075920080017*^9, 3.800075956906231*^9}, {3.800076227712538*^9, + 3.800076228750372*^9}, {3.800076288608914*^9, 3.800076289958871*^9}, { + 3.800076351792883*^9, 3.800076364247197*^9}, {3.800076481317113*^9, + 3.8000765034468937`*^9}, {3.800076830129348*^9, 3.800076838733241*^9}, + 3.800076898194566*^9, {3.8001491688774*^9, 3.800149169422851*^9}}, + CellLabel-> + "In[157]:=",ExpressionUUID->"863ab353-736f-43bd-a316-bbedaa53c718"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{"0.39049577760256615`", ",", + RowBox[{"{", + RowBox[{ + RowBox[{"x0", "\[Rule]", "0.14439700519742227`"}], ",", + RowBox[{"y0", "\[Rule]", "0.22268151626979799`"}], ",", + RowBox[{"\[Alpha]0", "\[Rule]", + RowBox[{"-", "0.11869114059438148`"}]}], ",", + RowBox[{"\[Beta]0", "\[Rule]", "0.4639717429408022`"}]}], "}"}]}], + "}"}]], "Output", + CellChangeTimes->{ + 3.800075959160577*^9, 3.8000762294242907`*^9, {3.800076296597314*^9, + 3.800076314241753*^9}, 3.800076551536839*^9, 3.800076615486855*^9, + 3.8000769040403347`*^9, 3.8000896090941963`*^9, 3.800148498684203*^9, + 3.8001487309264803`*^9, 3.800149177720297*^9, 3.8001505337164383`*^9}, + CellLabel-> + "Out[157]=",ExpressionUUID->"fe0ca514-92f1-4b49-aa1b-9f50a6ba3f99"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"mod0", "=", + RowBox[{"ans0", "/.", + RowBox[{"{", + RowBox[{ + RowBox[{"x0", "\[Rule]", "0.14439700519742227`"}], ",", + RowBox[{"y0", "\[Rule]", "0.22268151626979799`"}], ",", + RowBox[{"\[Alpha]0", "\[Rule]", + RowBox[{"-", "0.11869114059438148`"}]}], ",", + RowBox[{"\[Beta]0", "\[Rule]", "0.4639717429408022`"}]}], + "}"}]}]}]], "Input", + CellChangeTimes->{{3.8001485105621033`*^9, 3.800148528235156*^9}, { + 3.800149188539237*^9, 3.8001491912282248`*^9}, 3.800150754475017*^9}, + CellLabel-> + "In[167]:=",ExpressionUUID->"ce2dcdf4-c093-42b5-b19c-d6f11e7ec090"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"(", + RowBox[{"0.14439700519742227`", "\[VeryThinSpace]", "+", + RowBox[{"0.22268151626979799`", " ", "\[ImaginaryI]"}]}], ")"}], " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "0.05819122814860468`"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"-", "3702.632566631851`"}], "+", "t"}], ")"}]}]], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"0.48977277154232335`", " ", "t"}], "]"}], "+", + RowBox[{"\[ImaginaryI]", " ", + RowBox[{"Sin", "[", + RowBox[{"0.48977277154232335`", " ", "t"}], "]"}]}]}], + ")"}]}]], "Output", + CellChangeTimes->{3.800149191624997*^9, 3.8001505339050417`*^9, + 3.8001508454991703`*^9}, + CellLabel-> + "Out[167]=",ExpressionUUID->"027eb222-c420-4618-aa48-43b014607cf5"] +}, Open ]], + +Cell[BoxData[{ + RowBox[{ + RowBox[{"i", "=", "35"}], ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"data", "=", + RowBox[{"Select", "[", + RowBox[{"mysxscase22modeRD", ",", " ", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", + RowBox[{"tmax", "+", "i", "-", "25"}]}], "&"}]}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"cfit", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"data", ",", "ans0", ",", + RowBox[{"{", "x0", "}"}], ",", "t"}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"cfitd", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{"Normal", "[", "cfit", "]"}], "/.", + RowBox[{"t", "->", + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}]}], "}"}], "]"}]}], + ";"}], "\n", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"i", "-", "25"}], ",", + RowBox[{ + RowBox[{"Total", "[", + RowBox[{ + RowBox[{"Abs", "[", + RowBox[{"cfit", "[", "\"\<FitResiduals\>\"", "]"}], "]"}], "^", "2"}], + "]"}], "/", + RowBox[{"Length", "@", "data"}]}], ",", + RowBox[{"AICcRes", "[", + RowBox[{ + RowBox[{"cfit", "[", "\"\<FitResiduals\>\"", "]"}], ",", "1"}], "]"}], + ",", + RowBox[{"1", "-", + RowBox[{"EasyMatchT", "[", + RowBox[{"data", ",", "cfitd", ",", + RowBox[{"tmax", "-", "25", "+", "i"}], ",", + RowBox[{"tmax", "+", "tmatchend"}]}], "]"}]}]}], "}"}], + ";"}]}], "Input", + CellChangeTimes->{{3.80014881154086*^9, 3.800148820639106*^9}}, + CellLabel-> + "In[108]:=",ExpressionUUID->"24217624-6924-4300-a58f-dec9893b4c4f"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{ + RowBox[{"Total", "[", + RowBox[{ + RowBox[{"Abs", "[", + RowBox[{"cfit", "[", "\"\<FitResiduals\>\"", "]"}], "]"}], "^", "2"}], + "]"}], "/", + RowBox[{"Length", "@", "data"}]}]], "Input", + CellLabel-> + "In[133]:=",ExpressionUUID->"c88af53d-475e-491b-976c-d8f11a80c1fa"], + +Cell[BoxData["0.00021820943308254432`"], "Output", + CellChangeTimes->{3.800148880194162*^9, 3.8001492158842173`*^9}, + CellLabel-> + "Out[133]=",ExpressionUUID->"10c6abaf-4337-4315-b4e9-13c3592d662a"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"AICcRes", "[", + RowBox[{ + RowBox[{"cfit", "[", "\"\<FitResiduals\>\"", "]"}], ",", "1"}], + "]"}]], "Input", + CellLabel-> + "In[134]:=",ExpressionUUID->"c19ce28c-84fa-49f6-9e0f-9d333f38b503"], + +Cell[BoxData[ + RowBox[{"-", "2390.121507778797`"}]], "Output", + CellChangeTimes->{3.800148895321096*^9, 3.800149217928337*^9}, + CellLabel-> + "Out[134]=",ExpressionUUID->"b3620918-a7d1-436f-a18f-bb3650286cbb"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"AICcRes", "[", + RowBox[{ + RowBox[{ + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "-", + RowBox[{"(", + RowBox[{"mod0", "/.", + RowBox[{"t", "->", + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}], ")"}]}], ",", "4"}], + "]"}]], "Input", + CellChangeTimes->{{3.800148923542519*^9, 3.800148929493824*^9}, { + 3.800149237263723*^9, 3.800149237473934*^9}}, + CellLabel-> + "In[139]:=",ExpressionUUID->"3d95b4d5-b41d-425f-88b6-690cd03bb96d"], + +Cell[BoxData[ + RowBox[{"-", "2316.4483153737833`"}]], "Output", + CellChangeTimes->{{3.800148926127137*^9, 3.800148929816146*^9}, { + 3.8001491991523323`*^9, 3.8001492381300697`*^9}}, + CellLabel-> + "Out[139]=",ExpressionUUID->"768df21f-31b7-472c-a8e0-718873b5f20e"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"ans1", "=", + RowBox[{"OvertoneModelV2", "[", + RowBox[{"1", ",", + RowBox[{"{", + RowBox[{"\[Eta]", ",", "\[Chi]1", ",", "\[Chi]2"}], "}"}], ",", + RowBox[{"t0", "+", "10"}], ",", + RowBox[{"\"\<Fit\[Alpha]\>\"", "\[Rule]", + RowBox[{"{", + RowBox[{"0", ",", "1"}], "}"}]}], ",", + RowBox[{"\"\<Fit\[Tau]\>\"", "\[Rule]", + RowBox[{"{", + RowBox[{"0", ",", "1"}], "}"}]}], ",", + RowBox[{"\"\<ModesData\>\"", "->", "Modedata"}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "notdir"}], ",", + RowBox[{"\"\<ReIm\>\"", "\[Rule]", "True"}]}], "]"}]}]], "Input", + CellChangeTimes->{{3.800076002361577*^9, 3.800076004964308*^9}, + 3.800076277736166*^9, {3.800148718237361*^9, 3.800148719623283*^9}, { + 3.800149145660467*^9, 3.800149157481542*^9}, {3.800149275140678*^9, + 3.80014928110284*^9}, {3.8001494283126383`*^9, 3.8001494303764753`*^9}}, + CellLabel-> + "In[159]:=",ExpressionUUID->"344d61a3-a7a1-4a94-a561-0cb99a39f0a4"], + +Cell[BoxData[ + RowBox[{ + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{"-", + FractionBox[ + RowBox[{"0.08519031369657866`", " ", + RowBox[{"(", + RowBox[{ + RowBox[{"-", "3702.632566631851`"}], "+", "t"}], ")"}]}], + RowBox[{"1", "+", "\[Beta]0"}]]}]], " ", + RowBox[{"(", + RowBox[{"x0", "+", + RowBox[{"\[ImaginaryI]", " ", "y0"}]}], ")"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"0.5557334030122436`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]0"}], ")"}]}], "]"}], "+", + RowBox[{"\[ImaginaryI]", " ", + RowBox[{"Sin", "[", + RowBox[{"0.5557334030122436`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]0"}], ")"}]}], "]"}]}]}], ")"}]}], "+", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{"-", + FractionBox[ + RowBox[{"0.257580113392639`", " ", + RowBox[{"(", + RowBox[{ + RowBox[{"-", "3702.632566631851`"}], "+", "t"}], ")"}]}], + RowBox[{"1", "+", "\[Beta]1"}]]}]], " ", + RowBox[{"(", + RowBox[{"x1", "+", + RowBox[{"\[ImaginaryI]", " ", "y1"}]}], ")"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"0.5434592194118589`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]1"}], ")"}]}], "]"}], "+", + RowBox[{"\[ImaginaryI]", " ", + RowBox[{"Sin", "[", + RowBox[{"0.5434592194118589`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]1"}], ")"}]}], "]"}]}]}], + ")"}]}]}]], "Output", + CellChangeTimes->{ + 3.800076005408429*^9, 3.800076222245844*^9, 3.8000762783570137`*^9, + 3.8000766091730137`*^9, 3.8001484739912786`*^9, {3.800148714988347*^9, + 3.80014872215514*^9}, 3.8001491583662767`*^9, 3.800149281689315*^9, + 3.800149430874014*^9, 3.800150534189251*^9}, + CellLabel-> + "Out[159]=",ExpressionUUID->"c20a7475-8d67-419d-9d11-7e29c78b0137"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"CNMinimize", "[", + RowBox[{ + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], ",", "ans1", ",", + RowBox[{"{", + RowBox[{ + "x0", ",", "y0", ",", "x1", ",", "y1", ",", "\[Alpha]0", ",", "\[Beta]0", + ",", "\[Alpha]1", ",", "\[Beta]1"}], "}"}], ",", + RowBox[{"{", + RowBox[{"t", ",", + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}], "}"}], ",", + RowBox[{"Method", "\[Rule]", "\"\<RandomSearch\>\""}]}], "]"}]], "Input", + CellChangeTimes->{{3.800075809133007*^9, 3.8000758374186783`*^9}, { + 3.800075920080017*^9, 3.800075956906231*^9}, {3.800076227712538*^9, + 3.800076228750372*^9}, {3.800076288608914*^9, 3.800076289958871*^9}, { + 3.800076351792883*^9, 3.800076364247197*^9}, {3.800076481317113*^9, + 3.8000765034468937`*^9}, {3.800076830129348*^9, 3.800076838733241*^9}, + 3.800076898194566*^9, {3.8001491688774*^9, 3.800149169422851*^9}, { + 3.800149320907893*^9, 3.8001493259119797`*^9}, {3.8001494141198263`*^9, + 3.800149415986319*^9}}, + CellLabel-> + "In[160]:=",ExpressionUUID->"65ce21d7-7e6e-4e64-bade-fd2002a341f4"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{"0.045051674048189425`", ",", + RowBox[{"{", + RowBox[{ + RowBox[{"x0", "\[Rule]", "0.2710140655960716`"}], ",", + RowBox[{"y0", "\[Rule]", "0.14868477148202652`"}], ",", + RowBox[{"x1", "\[Rule]", + RowBox[{"-", "0.06192408700976726`"}]}], ",", + RowBox[{"y1", "\[Rule]", + RowBox[{"-", "0.006826915484082303`"}]}], ",", + RowBox[{"\[Alpha]0", "\[Rule]", + RowBox[{"-", "0.0636855924066405`"}]}], ",", + RowBox[{"\[Beta]0", "\[Rule]", "0.20328071137928957`"}], ",", + RowBox[{"\[Alpha]1", "\[Rule]", + RowBox[{"-", "0.22423965861640152`"}]}], ",", + RowBox[{"\[Beta]1", "\[Rule]", "0.10847427534051397`"}]}], "}"}]}], + "}"}]], "Output", + CellChangeTimes->{ + 3.800075959160577*^9, 3.8000762294242907`*^9, {3.800076296597314*^9, + 3.800076314241753*^9}, 3.800076551536839*^9, 3.800076615486855*^9, + 3.8000769040403347`*^9, 3.8000896090941963`*^9, 3.800148498684203*^9, + 3.8001487309264803`*^9, 3.800149177720297*^9, 3.800149336318883*^9, + 3.8001494258585863`*^9, 3.800149462944413*^9, 3.8001507294646063`*^9}, + CellLabel-> + "Out[160]=",ExpressionUUID->"d996e027-357f-4a63-84d1-0171577e4f9d"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"mod1", "=", + RowBox[{"ans1", "/.", + RowBox[{"{", + RowBox[{ + RowBox[{"x0", "\[Rule]", "0.2710140655960716`"}], ",", + RowBox[{"y0", "\[Rule]", "0.14868477148202652`"}], ",", + RowBox[{"x1", "\[Rule]", + RowBox[{"-", "0.06192408700976726`"}]}], ",", + RowBox[{"y1", "\[Rule]", + RowBox[{"-", "0.006826915484082303`"}]}], ",", + RowBox[{"\[Alpha]0", "\[Rule]", + RowBox[{"-", "0.0636855924066405`"}]}], ",", + RowBox[{"\[Beta]0", "\[Rule]", "0.20328071137928957`"}], ",", + RowBox[{"\[Alpha]1", "\[Rule]", + RowBox[{"-", "0.22423965861640152`"}]}], ",", + RowBox[{"\[Beta]1", "\[Rule]", "0.10847427534051397`"}]}], + "}"}]}]}]], "Input", + CellChangeTimes->{{3.8001485105621033`*^9, 3.800148528235156*^9}, { + 3.800149188539237*^9, 3.8001491912282248`*^9}, {3.800149340236704*^9, + 3.80014934947394*^9}, 3.800149475158293*^9, 3.800150773464085*^9}, + CellLabel-> + "In[166]:=",ExpressionUUID->"6bccd526-80c6-4b62-b24e-42c96b96e6ab"], + +Cell[BoxData[ + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{ + RowBox[{"-", "0.06192408700976726`"}], "-", + RowBox[{"0.006826915484082303`", " ", "\[ImaginaryI]"}]}], ")"}], " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "0.23237355987671662`"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"-", "3702.632566631851`"}], "+", "t"}], ")"}]}]], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"0.42159410957900767`", " ", "t"}], "]"}], "+", + RowBox[{"\[ImaginaryI]", " ", + RowBox[{"Sin", "[", + RowBox[{"0.42159410957900767`", " ", "t"}], "]"}]}]}], ")"}]}], "+", + RowBox[{ + RowBox[{"(", + RowBox[{"0.2710140655960716`", "\[VeryThinSpace]", "+", + RowBox[{"0.14868477148202652`", " ", "\[ImaginaryI]"}]}], ")"}], " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "0.07079837056386219`"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"-", "3702.632566631851`"}], "+", "t"}], ")"}]}]], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"0.5203411920212506`", " ", "t"}], "]"}], "+", + RowBox[{"\[ImaginaryI]", " ", + RowBox[{"Sin", "[", + RowBox[{"0.5203411920212506`", " ", "t"}], "]"}]}]}], + ")"}]}]}]], "Output", + CellChangeTimes->{3.800149350255047*^9, 3.80014947597756*^9, + 3.8001507297535963`*^9, 3.800150842320662*^9}, + CellLabel-> + "Out[166]=",ExpressionUUID->"9ae83b1b-f091-4547-854c-ff524748cc4d"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"ans2", "=", + RowBox[{"OvertoneModelV2", "[", + RowBox[{"1", ",", + RowBox[{"{", + RowBox[{"\[Eta]", ",", "\[Chi]1", ",", "\[Chi]2"}], "}"}], ",", + RowBox[{"t0", "+", "10"}], ",", + RowBox[{"\"\<Fit\[Alpha]\>\"", "\[Rule]", + RowBox[{"{", + RowBox[{"0", ",", "1", ",", "2"}], "}"}]}], ",", + RowBox[{"\"\<Fit\[Tau]\>\"", "\[Rule]", + RowBox[{"{", + RowBox[{"0", ",", "1", ",", "2"}], "}"}]}], ",", + RowBox[{"\"\<ModesData\>\"", "->", "Modedata"}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "notdir"}], ",", + RowBox[{"\"\<ReIm\>\"", "\[Rule]", "True"}]}], "]"}]}]], "Input", + CellChangeTimes->{{3.800076002361577*^9, 3.800076004964308*^9}, + 3.800076277736166*^9, {3.800148718237361*^9, 3.800148719623283*^9}, { + 3.800149145660467*^9, 3.800149157481542*^9}, {3.800149275140678*^9, + 3.80014928110284*^9}, {3.8001494283126383`*^9, 3.8001494303764753`*^9}, { + 3.8001505100169573`*^9, 3.8001505101606827`*^9}, {3.800150839439743*^9, + 3.800150862556077*^9}}, + CellLabel-> + "In[170]:=",ExpressionUUID->"9215c7be-b644-4275-a254-c523e9d64cb3"], + +Cell[BoxData[ + RowBox[{ + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{"-", + FractionBox[ + RowBox[{"0.08519031369657866`", " ", + RowBox[{"(", + RowBox[{ + RowBox[{"-", "3702.632566631851`"}], "+", "t"}], ")"}]}], + RowBox[{"1", "+", "\[Beta]0"}]]}]], " ", + RowBox[{"(", + RowBox[{"x0", "+", + RowBox[{"\[ImaginaryI]", " ", "y0"}]}], ")"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"0.5557334030122436`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]0"}], ")"}]}], "]"}], "+", + RowBox[{"\[ImaginaryI]", " ", + RowBox[{"Sin", "[", + RowBox[{"0.5557334030122436`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]0"}], ")"}]}], "]"}]}]}], ")"}]}], "+", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{"-", + FractionBox[ + RowBox[{"0.257580113392639`", " ", + RowBox[{"(", + RowBox[{ + RowBox[{"-", "3702.632566631851`"}], "+", "t"}], ")"}]}], + RowBox[{"1", "+", "\[Beta]1"}]]}]], " ", + RowBox[{"(", + RowBox[{"x1", "+", + RowBox[{"\[ImaginaryI]", " ", "y1"}]}], ")"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"0.5434592194118589`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]1"}], ")"}]}], "]"}], "+", + RowBox[{"\[ImaginaryI]", " ", + RowBox[{"Sin", "[", + RowBox[{"0.5434592194118589`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]1"}], ")"}]}], "]"}]}]}], + ")"}]}]}]], "Output", + CellChangeTimes->{ + 3.800076005408429*^9, 3.800076222245844*^9, 3.8000762783570137`*^9, + 3.8000766091730137`*^9, 3.8001484739912786`*^9, {3.800148714988347*^9, + 3.80014872215514*^9}, 3.8001491583662767`*^9, 3.800149281689315*^9, + 3.800149430874014*^9, 3.80015073043361*^9, {3.800150849616685*^9, + 3.800150862965878*^9}}, + CellLabel-> + "Out[170]=",ExpressionUUID->"a517195f-733f-4834-8b54-844cf15aeff6"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"CNMinimize", "[", + RowBox[{ + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], ",", "ans2", ",", + RowBox[{"{", + RowBox[{ + "x0", ",", "y0", ",", "x1", ",", "y1", ",", "x2", ",", "y2", ",", + "\[Alpha]0", ",", "\[Beta]0", ",", "\[Alpha]1", ",", "\[Beta]1", ",", + "\[Alpha]2", ",", "\[Beta]2"}], "}"}], ",", + RowBox[{"{", + RowBox[{"t", ",", + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}], "}"}], ",", + RowBox[{"Method", "\[Rule]", "\"\<RandomSearch\>\""}]}], "]"}]], "Input", + CellChangeTimes->{{3.800075809133007*^9, 3.8000758374186783`*^9}, { + 3.800075920080017*^9, 3.800075956906231*^9}, {3.800076227712538*^9, + 3.800076228750372*^9}, {3.800076288608914*^9, 3.800076289958871*^9}, { + 3.800076351792883*^9, 3.800076364247197*^9}, {3.800076481317113*^9, + 3.8000765034468937`*^9}, {3.800076830129348*^9, 3.800076838733241*^9}, + 3.800076898194566*^9, {3.8001491688774*^9, 3.800149169422851*^9}, { + 3.800149320907893*^9, 3.8001493259119797`*^9}, {3.8001494141198263`*^9, + 3.800149415986319*^9}, {3.800150512007812*^9, 3.80015052422943*^9}}, + CellLabel-> + "In[176]:=",ExpressionUUID->"f7e04ed3-520a-4438-afa6-a646de933ed5"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{"0.014905447190109531`", ",", + RowBox[{"{", + RowBox[{ + RowBox[{"x0", "\[Rule]", "0.2716557083252862`"}], ",", + RowBox[{"y0", "\[Rule]", "0.19052786378085687`"}], ",", + RowBox[{"x1", "\[Rule]", + RowBox[{"-", "0.15275549774408023`"}]}], ",", + RowBox[{"y1", "\[Rule]", + RowBox[{"-", "0.16587429016341407`"}]}], ",", + RowBox[{"x2", "\[Rule]", "0.4906002575633379`"}], ",", + RowBox[{"y2", "\[Rule]", + RowBox[{"-", "0.17362399620132138`"}]}], ",", + RowBox[{"\[Alpha]0", "\[Rule]", + RowBox[{"-", "0.00903454778649293`"}]}], ",", + RowBox[{"\[Beta]0", "\[Rule]", "0.05702625345049686`"}], ",", + RowBox[{"\[Alpha]1", "\[Rule]", + RowBox[{"-", "0.1309716759611356`"}]}], ",", + RowBox[{"\[Beta]1", "\[Rule]", "0.7088526326186493`"}], ",", + RowBox[{"\[Alpha]2", "\[Rule]", + RowBox[{"-", "0.8479545066044278`"}]}], ",", + RowBox[{"\[Beta]2", "\[Rule]", "0.4095939732344177`"}]}], "}"}]}], + "}"}]], "Output", + CellChangeTimes->{ + 3.800075959160577*^9, 3.8000762294242907`*^9, {3.800076296597314*^9, + 3.800076314241753*^9}, 3.800076551536839*^9, 3.800076615486855*^9, + 3.8000769040403347`*^9, 3.8000896090941963`*^9, 3.800148498684203*^9, + 3.8001487309264803`*^9, 3.800149177720297*^9, 3.800149336318883*^9, + 3.8001494258585863`*^9, 3.800149462944413*^9, 3.8001508364331923`*^9, + 3.800150870360477*^9, 3.8001511604736*^9}, + CellLabel-> + "Out[176]=",ExpressionUUID->"38be5c7a-b0bd-4aa7-936a-de6b6beda027"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"mod2", "=", + RowBox[{"ans2", "/.", + RowBox[{"{", + RowBox[{ + RowBox[{"x0", "\[Rule]", "0.2716557083252862`"}], ",", + RowBox[{"y0", "\[Rule]", "0.19052786378085687`"}], ",", + RowBox[{"x1", "\[Rule]", + RowBox[{"-", "0.15275549774408023`"}]}], ",", + RowBox[{"y1", "\[Rule]", + RowBox[{"-", "0.16587429016341407`"}]}], ",", + RowBox[{"x2", "\[Rule]", "0.4906002575633379`"}], ",", + RowBox[{"y2", "\[Rule]", + RowBox[{"-", "0.17362399620132138`"}]}], ",", + RowBox[{"\[Alpha]0", "\[Rule]", + RowBox[{"-", "0.00903454778649293`"}]}], ",", + RowBox[{"\[Beta]0", "\[Rule]", "0.05702625345049686`"}], ",", + RowBox[{"\[Alpha]1", "\[Rule]", + RowBox[{"-", "0.1309716759611356`"}]}], ",", + RowBox[{"\[Beta]1", "\[Rule]", "0.7088526326186493`"}], ",", + RowBox[{"\[Alpha]2", "\[Rule]", + RowBox[{"-", "0.8479545066044278`"}]}], ",", + RowBox[{"\[Beta]2", "\[Rule]", "0.4095939732344177`"}]}], + "}"}]}]}]], "Input", + CellChangeTimes->{{3.8001485105621033`*^9, 3.800148528235156*^9}, { + 3.800149188539237*^9, 3.8001491912282248`*^9}, {3.800149340236704*^9, + 3.80014934947394*^9}, 3.800149475158293*^9, {3.800150534098819*^9, + 3.800150536102016*^9}, 3.8001511721975803`*^9}, + CellLabel-> + "In[177]:=",ExpressionUUID->"3d35e7ca-2f42-4595-94bf-b1bca523afad"], + +Cell[BoxData[ + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{ + RowBox[{"-", "0.15275549774408023`"}], "-", + RowBox[{"0.16587429016341407`", " ", "\[ImaginaryI]"}]}], ")"}], " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "0.15073278319963887`"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"-", "3702.632566631851`"}], "+", "t"}], ")"}]}]], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"0.47228145462895726`", " ", "t"}], "]"}], "+", + RowBox[{"\[ImaginaryI]", " ", + RowBox[{"Sin", "[", + RowBox[{"0.47228145462895726`", " ", "t"}], "]"}]}]}], ")"}]}], "+", + RowBox[{ + RowBox[{"(", + RowBox[{"0.2716557083252862`", "\[VeryThinSpace]", "+", + RowBox[{"0.19052786378085687`", " ", "\[ImaginaryI]"}]}], ")"}], " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "0.08059432149247779`"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"-", "3702.632566631851`"}], "+", "t"}], ")"}]}]], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"0.5507126030261792`", " ", "t"}], "]"}], "+", + RowBox[{"\[ImaginaryI]", " ", + RowBox[{"Sin", "[", + RowBox[{"0.5507126030261792`", " ", "t"}], "]"}]}]}], + ")"}]}]}]], "Output", + CellChangeTimes->{3.800149350255047*^9, 3.80014947597756*^9, + 3.800151172854025*^9}, + CellLabel-> + "Out[177]=",ExpressionUUID->"42261baf-97f6-47c2-8f04-93388e295a45"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{"AICcRes", "[", + RowBox[{ + RowBox[{ + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "-", + RowBox[{"(", + RowBox[{"mod0", "/.", + RowBox[{"t", "->", + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}], ")"}]}], ",", "4"}], + "]"}], "\[IndentingNewLine]", + RowBox[{"AICcRes", "[", + RowBox[{ + RowBox[{ + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "-", + RowBox[{"(", + RowBox[{"mod1", "/.", + RowBox[{"t", "->", + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}], ")"}]}], ",", "8"}], + "]"}], "\[IndentingNewLine]", + RowBox[{"AICcRes", "[", + RowBox[{ + RowBox[{ + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "-", + RowBox[{"(", + RowBox[{"mod2", "/.", + RowBox[{"t", "->", + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}], ")"}]}], ",", "12"}], + "]"}]}], "Input", + CellChangeTimes->{{3.800149360559643*^9, 3.8001493606792593`*^9}, { + 3.8001495159405937`*^9, 3.800149516290966*^9}, {3.800150498238735*^9, + 3.800150500674155*^9}, {3.80015087911333*^9, 3.8001508850327*^9}, { + 3.8001511758109493`*^9, 3.800151179398609*^9}}, + CellLabel-> + "In[178]:=",ExpressionUUID->"2c6afa89-93d0-42f1-b5c7-b1c33d768227"], + +Cell[BoxData[ + RowBox[{"-", "2013.7054312209832`"}]], "Output", + CellChangeTimes->{ + 3.800149361175149*^9, 3.800149477968369*^9, 3.800149517067441*^9, + 3.800150730009473*^9, {3.800150872435094*^9, 3.800150885563942*^9}, + 3.8001511797129803`*^9}, + CellLabel-> + "Out[178]=",ExpressionUUID->"4c904574-fe23-47e1-931a-5f8b8a838996"], + +Cell[BoxData[ + RowBox[{"-", "2661.8716069283414`"}]], "Output", + CellChangeTimes->{ + 3.800149361175149*^9, 3.800149477968369*^9, 3.800149517067441*^9, + 3.800150730009473*^9, {3.800150872435094*^9, 3.800150885563942*^9}, + 3.800151179715271*^9}, + CellLabel-> + "Out[179]=",ExpressionUUID->"2b4f925b-3c93-4d45-8d13-e30a4150d7f6"], + +Cell[BoxData[ + RowBox[{"-", "2989.536935361063`"}]], "Output", + CellChangeTimes->{ + 3.800149361175149*^9, 3.800149477968369*^9, 3.800149517067441*^9, + 3.800150730009473*^9, {3.800150872435094*^9, 3.800150885563942*^9}, + 3.800151179717634*^9}, + CellLabel-> + "Out[180]=",ExpressionUUID->"041e9283-ba9c-4316-bb21-0126a0f241a7"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"Plot", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"Re", "@", "mod0"}], ",", + RowBox[{"Re", "@", "mod1"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"t", ",", + RowBox[{"t0", "+", "10"}], ",", + RowBox[{"t0", "+", "100"}]}], "}"}], ",", + RowBox[{"PlotRange", "\[Rule]", "All"}], ",", + RowBox[{"Epilog", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"Point", "[", + RowBox[{"Re", "@", "data"}], "]"}], "}"}], ",", + RowBox[{"{", + RowBox[{"Red", ",", + RowBox[{"Point", "[", + RowBox[{"Re", "@", "cfitd"}], "]"}]}], "}"}]}], "}"}]}], ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"Axes", "\[Rule]", "False"}]}], "]"}]], "Input", + CellChangeTimes->{{3.800148957287984*^9, 3.800149077833048*^9}, { + 3.800149109575099*^9, 3.800149126969288*^9}, {3.800150451804694*^9, + 3.800150453651662*^9}}, + CellLabel-> + "In[154]:=",ExpressionUUID->"7c208665-8a34-45c9-abc7-008d7fd12087"], + +Cell[BoxData[ + GraphicsBox[{{{}, {}, + TagBox[ + {RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6], Opacity[ + 1.], LineBox[CompressedData[" +1:eJwU23c4ll0YAHAkFcpIsiqEJFRWss6LsiJ77y17k+xkJyvZe2fvfbIKEcpo +SipUVonwhe/ur67fdc5znvOccZ/7uN7YLFw0rEmIiIh+HCQi+vfvqfIDs7LL +FYSpt7zxzr+6cejZP8Qa4KGisuRrN7rxfOb3s2bgmvcvB1sLnuCqB+O2/mAj +1uVWg5IuLOWVs9oAvlRz3GfcvBWbEcT3OVcqCFwDjakSpZU4f8r99OHVCkLm +B4rIAtJHiEzNhkAPvlbz+ajZ3wxkP6hvwQH23zl+Jcg7Fwl0EIoJ/+pf+Vjz +ybAI9eYd478NFli9zjC/UYW+OJZLfgd/tey59LGwBSnMZ5lugT8nM1JYd7Wi +CtOEELK1CkKolQzF6ck25KXh288OplSW/7u63YHIROVUDMELnV46zx48QecO +zBkNg2uUIvJrbPuQKDl39TuwgfPdwtgvfUiJxpn4B3jl4+qQsmk/cjyzU3Tk +ZwWhkFvY1fTmU1QjTrsqB17h66Blpx1A3TJ60jrgFnqpObeAAfRSMTvJGmya +cOiR9/wA+q3LIxoGZtteq4uuHUSinjIh3WCnWcFcowvPkeKdyFdjYPs/u7zj +d58jg9AXnLPgOhah2uk3z5F/vMHQHjib9+JMbOAwuv8ol+XYrwrCD3vns8Ij +wyg7e975FHhTlybNgnEEPalwPy4BHv362UumfASN17dY3wAH9nmSr62MoLm2 +vWYDcKgTDQ/j5ReIdDDa6Da47suT6KnKF+jE2FhVJPi6uE+k7eILxDVNT5wK +trZQjHZiHUUKX/OLmsDijd1CE5GjSH9p8U//v/5MfeAUbB1F9uv8SpPga2+q +Hh9YGEV3djwzv4BNTNzr2I+MoVji9pV18JaqPbX/qTGUdZhY+sB6BUH4Yd7q +/UtjqIpKPokWTEtBb6cnM4bGTr26chl8rink70mLMfSJgzGaAM47uIiPuo6h +XxdM36uCC8o5HTr9x9ABwSJ+UzDn2MfYc5FjiE7sR7Az+BkdxXPlxDHEKX35 +VcC/cua+Ob6MMSSi4MN5H/zRlav0ef4Yklft9MkEEzOwk50rG0N6OgeGHoNT +3VX3CFVj6JaxIks7eH2yu5Spbgz5WT1wHgLXxr0WbGwYQzEOk0/egGfij32h +aRpDme7Mx7+Br1QPHBcAV942t94Cq7izC55sHENdwSXNh37D+GW2PuuB9kYj +lo+cBI8q+DqKVI+h2ThBIy4w2xPjcY/yMfTz4e0qYbDH7vV2/8IxRJKFia6D +JVarD2hmjaHjhQc1tcBTbqGpW8ljiOPxjSJL8O/jY3dcYsaQcF3CH/d/5Xlp +va3BY0iudVoxFJwb+iDtjecY0n1yKjMB/P77uNi47Riye2a5kgv+slz9J19/ +DIWVd0pUg0sCZahMboyh3PsnYzrBTKUFRKckxtBrzefn3oJ7Pvc1VzGNod8i +nN6L4M/X1XrvHR5D1ExBfZvgaoNW25ffR5H8rID58Y0KQpx3dl9H6iiy6I2t +ZgNLMNzK+eY4igKL53cvgnmIzYhl0ChqckxPVwYf+23EGzUD63ObeOIe+N65 +mhPEh18gmfeG7Mlg23Y9V8YXI8gEN7rmg7m1w3UiEkdQyr1bRzHY09Ha2Y9+ +BJHRjsttge03FWfNKIbRV57cVvtNWP8iu073qgYR0bGdQ7fBGpqK554aDSKW +n5o6EeABpRh/fGQQaTUfWi8AD0sOrG2aDqA+WRfeD+AqgxuhontPUaGRVI7q +nwrCbEPUBtfhPmQR9z5MaKuC0Ce6ndZ5uB3ZC5rGyICPfQvvERJsQ26vPyWo +gXPbtTZ/GbWiYPaFbEdw91FhT/+qZpTd9LOlELzdYKmmdKMBvZkhW6bbriCU +FnhZTa+WI7WLl7U3wER21Lbu4rRYb6Le8MBOBSE4KUOP8N4em94WsaAB16DW +adswP+zcK+7CB37yMXk7mxCNY3XloqzBZhJ5RfPf0vBAkGHnJNivbi5FWroM +j3HM9H4Gx3vNFd3qLMfTg2ZDP/+15zv5U1OkAs8ft5k++h/UP0ruwHq6GpOW +uv68Dq5rmnz8xLwOo7F7nE1gjR8Mu+Plzfg3iaFRPzhUL8CAWa8FlwpfSpoA +Pw3eWZsiacXUGW+J1sFKTjQaQWpteM764vuLf2H/GbkUZTzvwCmppMcRuJyx +Z/2OZSdWev5G8SZ4r1s6P2qrE9dfCmt2BMeGt4hQMWEc9t/rxDJwGAdV837m +EyzKXzXYAr5BHpMr8+EJXjK7SzQANrkj60fM0o21n/I5z4PVl4p+LSR3Y/Jt +kqINsGtvmAH5aDfuuvD6HeluBWGeje169qEezJUQqngWHMj/PoHGswe/7dUN +FgD7G5C3L5X04AebvM3S4N46xo1Lb3vwluE0hxn4fXJIxPLVXjzIxUuUBb5P +wxJJOd+LA/WJr1SARwROdJAe7cMCsVNO7eCMj2epDQX6cPrP4HdvwDRCKX9O ++/bhmxw6tN/AT/t7FGJS+/AB3QuKW+B+G2thzeY+7Ngx2US/V0FAv1vqfq/2 +YdbV8mVO8JWD9tsjR/rxBFswhzD45zFVeRL2fhyppW14DXxTers3QbQfS0bw +JGqCH9zQbfRX6ce/WvcHLMCr67FBvWb9uHhpYt8NrNg5UGjj3o8NzpSLhID9 +7p/stwntx8c0gpzi/7V/UyS7L74f94RpFeaASSrMKUKy+rF38/l3VeC1D2cP +ZpX2Y57vezRdYM5I1jzGun78kWVCYQRM/2KGZqu1HyerlgW9B4f5JhRffdKP +FUIDm36AheQ+DH3s68d/GzSXd8Av7maRLT3rxzUL3Bzk+xWEnO7iXdPBfmzF +tGfACF6fi3CRBDOqvErgBteZKl4Jh/ovgkoHroAN3/DckID2QusC9uXAtOSm +Hea4H4t81RDRAecRP23aaunH309yO1mDjZ8XBR+o7cfZSrsFnuDpQHO/sJJ+ +rBnw8u1dcFML/+nAzH5MG9t+NBF8KmpEbxLG42V6ISEX7GtxhvP93X6cUHbf +owrM5XGuJ9mrH6u1eBd3gKUd0kOIbfox1TPTN0Ngs8rCZxza0N9JBco34J2E +anJi2X6svM7kvgGeShVpX2HqxxQkpEUHiCoJpKupzgcP9uMh6uVpGrBVsXL5 +x+U+rMiPJfnBDFzpB7639+HDkqWuEmCPDOvVM3l9eOBGQoES+Fmp5T7HvT4s +d8vyiC14gMPubaliHz7oqyzhBaazH1rn4+nDfeHCLnfBkv/FjcQd6cOyhYcm +c8BTMXYHf/b1YsLHx7mvwRrbaXcf8ffi/eXkV/PgzRfxAgZkvbjrbwDZBrhh +/FEK3YceLMmk5khDXEnIrQ/0CorowWLav68ogctUl/5LHevG25Yf7PXAMyZB +1mG53bjF/WmWDbggjKs43KUbX4lPPXAX7NJXdmyWvBsLPZcYbQfzvDivbHjl +CeaXvmfDR1JJIIt293aa6sDLqs5p4uC8vS5bZuMOXGGiO6wI3vlU+C5krh1f +8D8vYAPOka7/kvmtDXM3j+xmg/07jz87+r0Fs/HRP6Q+UElY0+ikI+towHGD +6ltnwNEUP48fPdeAd6zvG14Eu5fcOH8toR6/zCZlvwmm3XX/4m5Zh0Op16ti +wBkSD3I4iGrw3ProABkp1HdtVehQKsYFbVF//4IXJ/VlHzD4YGrdflPKg5WE +scdfz+RecsD+60S9zGDWqYaTC5FqWIvXN0oMTPSnmq9B3QmRZtvQ+4I7Jiue +aE5EIasQ2UvrYIkw/FKoNhvyr6AkErJKwlGfdOWf9rlIoq1tkwZ8F4nmjPjl +Ibr1y52XwLmUJD3jiQWoz4pVyRkszHr6nnB+CeJU2LX8Bm4//2Sr71I18i82 +D9oCV+hZEC8fqkETpE/TDx2qJDzv7aYb96pBYd1x45zgKkVB4TjlWjQnxoos +wMcqu59Kfa1DYmlhBm7gVsnvHH/k6lHCn0WvYPCL8KKYD8X1iNBQW5ENHjit +dZ/NvAFl88kyvQPn5Fc3kuNGtBlTIvwdHFVNk9lE04RUvlOob4N5OtN6nC2a +0N/iiYiThysJ1Ho7Hzd2m5DWwasFXOC5qkOyXQrNqMIyq0sY/NXsSde9hGZk +yGqzoQlef/IukexUC6oLHKK2BAuKiKW1mbYg8g/8vO7g26YEOsvcFtSW9sci +HmyzxB8UydyKGI5HjQ2Dxxonkle3WpGr2/KPd2DSFdFE6gtt6Nmo+qEf4FNq +lHIMhm3IO5ZJ6siRSsJfJqtv0w1t6MX3QH0GMGPsVYW4mTbEpfjZ8xzY1f2T +ODdZO5o8WPH4OpjevMztoGo74rWifqYF5i+NMlZwbUdhPZ5zluBT3XaXnR+0 +o/esb3bdwS2rHGd9KtqRUJAkYyjYoP/4A8tn7Sj2Q55Qwr/3Xxv9Izjbjj6L +k6nlgllFici+bbYjsXR7h2pwihJX5F2KDpS49SK8C2yVbuxOeroDfdcRzB8B +a9SzzTjydyDpxked78EsLsfIuyQ6UOrxv69/gIWuZOtvK3SgNTez3ztgT8p5 +LVbNDqQw1kdFTl5JEJBULRUy7EC5/OcvMIJ94OQTNe9AW7H35bjBXU5MnbzW +HUj1x0/zK2C7OcNoOtsOVKyoEyAHXpH59PSnTQfaK2lL1Qa3T98Ye2rVgXTI +zjRYgfW8OrhSzDpQldXdUQ/w4R8BjhYGcJ/sXfgeCj4hV2nNr9GBjNmUyRLB +vJyzf/7Kd6CGoBq2PHDHfwPnx8U7EOUMnWQNWMbxDXsVXwdyZriv1QXWcvqY +1g7jMa5x0HEYHK776BXDsQ4kdD/g7luwiPTj8oH/2lHKs430RXCcsyvNi4V2 +tEXsXLcJlprKpuF92Y4MJeYHSSkqCavhh4a/trUj1tqpLVbwsfkIq9sR7Sj0 +x03qi+D6Xwwb+g7t6Cvns3OSYFY6icIClXZUnt6sow++rv6xLvhoO6KcvOhs +C/65m+LG/KMNuVCV3vMCO05WUPI/a0NCYakNCWD2sou+Q35tKKWLejgHfGve +QslIow1tb0V+rgRz2E/958XdhrqcbtMOgSPeqrxSH2tFCroGriSUlQRTOmlh +TqpWVJ7wMoIaTO/Tb+DyrgUdHVbKOQ1+qZoxY1Xcgl4SxF+Igf0n3pJYi7Yg +Ix4WXg/wjxvWPDIqzajLKlk2BMwnoSDuQtWM2HIoDR/8q9/rLOQy1oTmj+9G +PQabfCGu/nuzCbnuflj4DB57oHVhTqoRhY3lFGgdhflOunkjZ6UOzZMztFuA +GX2tKe/m1iHF6/EvXcF++7+WE9Tr0LG2YOL7YKWbTnoKtbUotcDctB/c2XyP +tsO2BlV6n2UWOQbxbe7F7c8Oj1GH1IrFdbCqdmZz2uNyNEzWWq4FXk1ViZb4 +Xoa+p9wU8wD/sPqUcs+qFHE339avAdsGhX+euFmE8v+MPuKhqiQcodhZraXK +Rqm+/nRnqCsJ79sv7MwUe6BSgrwRP3jtS1l31x971HyYtlASPOutHadvZIym +UksEjcCsxiwRhb6a+HjrS400cKRq/7mxH/44bps74TgNnK+Mot1NLxJxdvf6 +a3bwurBmUIxQMq6M6mIVAFPMOgzIPnqIhxm1atTARQ/fbhzUTMVHxIJG74N3 +BR+We+Zl4TC/yaOHaSsJ9jc+hLP3FeDs0w3q9OCScvp6b9VC3NKT+JADHP02 +9cLC60K8TK52Shqc/P2EKsl8EdbJGOL1A5uu5e87L5ZgV1TmGgk+d/IZ+y/L +Uhz9OaIhBWxUu8Bl9qEU4wvXJerBt5IFqRYGyzB3B76xBM6PoVykjnqMZcyy +H+yAn2QMhRqsP8ZGpAGvDh+vJDic1Eu3NazACcpihpxg2nq/tHaOSrzzvsHe +BHzEmcL4Y0YVpgtJqnIEKx9Pknm9XoX5Od1/+YETVUjjfRSrsaXTRb9H4BS5 +ntWs5Wo8vFsWNQZmjn1tmhdbg+fzIkdmwOWUISbHq2swkZwtzTI4a81LQnWs +BgvHcaQdoaskOLkQfNioarGawIEPJ8Gaspq+Tby12H7qEysX2JuGPo9WsRbG +M6dUBsxmP558OrAWxjNgSQ28czK1dCSlFr+0MbpkCm6iifaSqarFS+Tink5g +Fdndl/59tfhQNWPLHbCL9L0K/ze1mF1z678o8LbxDLHMci2W+DOFUsHHJqfn +h/drYfyTnzWAbejbaYXY6mD83Sl6wceDn3+hvlSHCyPUVcfBKRYPjRok6+A+ +dCnpI1j2+au100p1+M3osellsLJaywV17Tr822OZ6S946cRI+Q3TOnyMYdiE +/ATEy6LJ01R2dTB/5fkMJ/6dt1U3Ml3qYP6i5rnAkZj38G+vOpg/Ox5hsPbL +bcmTd+qwT6mcsyyYbtntG1lQHU5U5qxTBxPSAhn7QupwxdqBTVMwr63bqurd +Ovw0ee6qM9jA4kP2Y/CsaHeAP1ghwcXpdWgdzH9OdzSY4tbTuungOnwiJPBg +GvirlsLr8oA6zLRwj7gEvCWvfsLxdh1mVbm/2wDu+SDbT+VZh7nqk7d7wBrn +3JweOdVhXsbMjTGwCsNmPqlNHRYIKvg5A/4wmECub1yHRb+WLy+Bv/zx00vR +rMNSN+q+7YCvtQipdSnU4Wu1rV8P00N8dLXoeylRh5VOdn+iB784kpEyebEO +qwUMfOAAz7iLNw/A/Oh8Hn0jAH5pLMpZRVuHDRWnJwngK9qryxEkddisemb8 +JniW8Q+v3s9abHNifsQIHKC3SsH2sRa7f/rd7wtmEBF5WNRci33l/3aHg7d3 +hKat82txYOWBrmSwkc+ZxXOxtTjqNm1TDVg5iP5Ku1EtjvvIWNcF1nCS8kqQ +rcXJ19mqhsEGtGdCPc7X4lyaS8WL4GWLq/HWv2pwsc+V/E2wGK3Jut9kDa74 +IJVNehLi892CxeLmGtxSppLCCt6j2nmucrsGj0o7hOuBfa/c1Fb/Uo0nStxD +bcC1Wl9JIzKr8dujfoGeYL1P544yalbj+TeR3vFg3iO8BIf2KrznVmwzAF6a +J5++c7sS8+Z/khNlgPh1trafrbYcCxz+JiMHTjUr472sUY5FndektMDvI6+1 +H/5VhmXF9kVcwRFsS1x8/GXY4CXLuVJwleGk3cm0EhxFoneIgRHO54hRhzVU +iCU2awXPgSPXlT4EPivAK98ozETAO1PephduFmCtcdyiBR6RP9t+UD8fn849 +Z58AfoLepb+0zsUNkn+GyZkgX7262/diIBXP+KYk7oID04kl6+eDcYLjWhcl +cyUhXsC9nQQH4GtmSj+Ywb4dblu89bdxmfyerBj4iVQdp1KhG/akt9nwBgdT +DoftnRDHRxqE9db+OVnng7hKAOooeRC2D05sjXvMHxWMnDO+1RxjgfUyu29u +YheKJkKzjvCBd9xHb7GyhKNs9YPtt8CLvnhjSfs+ElqdOPUZTBR978Rf/4fo +V5eM3E9w5buSBzVSKag6rsZ5H5yoHefHt5eCePhjMfMp2H+ZdjIG3qmI1UnW +XAtcs+8rF6CUgWYkaqMswN71x2vdtjNQBuWZOlcwU+J0znxRJqKv2CG5/+95 +loGKy3+y0NEftYX94Fmnt85ikrloqO3MyCuwD+9hEaXoXBQZfX/jE/gtcbbT +38lcRMpzS24P/IU74Jz4rTy0Y8e6KHK6ktDnqiY1HJiPWkTjqK+DrQf+qqQ9 +yUdeh/+KaoKtQussfhIVoLWS6SgXMPt/5pOiAQVofj7uQimYUYhPdN6yEBU2 +/dVsAnc5LlMPpxUi83B7/z7w6YBhKt4Xheg9p9zILDg7s+aglkARSt+o31j5 +175gAjGjRRHS7Wc7vQsWSJHi04gvQi+tdp0Zz1QSzPSCEctiEYoXcnh0DvzL +JmK3nKYYqZC+wcL/ysN40suuFqOBggZqDXBYn5jUelgxCvdgv2oG/nlTbUWi +tBhdk403dwZ7rVx8sT5YjPCcQ100eJX9Q0zJ4RLkX/fmbSrYRNXoUwFnCRIL +lT9QAu5Kf6NNKV2CttQbLzSC7/bxfJ01KEFNbGe1esGhV+IK2TxKkOfPeP9x +8O61uJ4XUSXocvde4UfwTNdc+GJ2CVqJdxxZBiddU9dwqStBFWZvN/4Dk7PG +Zlv2lSD7SwqnyVkhfsVR7fVPlKBzRE1yDGDnyV3mR59L0JfRsy5c4NjW7fbp +tRKUn5PwSAis9Xy/NfJvCTJz2ccy4OSzUuSPyUrRKeS0qAbeWv/egqhK0dtj +76hNwbMJjN/l6UtR6ozCVSewhFncmz7mUkQicSTRH0yzTfx+50wpckob/B4D +nmkIH7dkL0WvN6NkM/75M0sZ8dlSJKOllFkOPlNv5zbFVooqask3WsEN3DZ6 +X06XopNUz1UGwe7nmR/zMZWiUMeY4tfg0Ez5yYbjpWhp8Mb+AvhU5nFzf4pS +pHOOUu8P+NdA+2Y4cSnqDhuuIWOrJBQPiRtNb5Qg3rnYI/TgMyR/PF0XS1AK +UrHgBKe6m0prvylBRFlH24XAUivpM5EDMJ47I8evgSUSuMKPNZUg1Hiz3+Jf +fdtc61OxJaicluq0OzjT5mt6pWcJonMd9Q4BX2uznMgyLEGLPGrcueAXVQqe +lRwlSCOSOqQanDIU9HiCrAR1fh170wUOnX4S4bBQjBJz1WM+gE14X37ZKihG +f3dpviyBHV0W//4JKka2hi8l/oLvebQu+BgUIwl6zRUm9krCpSVRa0qKYjQf +o6WuB1bK1j9PaViE1L7RlduCg9n/Gj68UITa5SZJfMDE6o9/9+8UonhinYaH +4OnZFC6Bh4Xoqo/uyVdg03xBqeG2AhRrYfBB5Wwl4aDuiNfSSB7axEwixmAO +rWiW4Jg8ZH7qXZwjOJI5YeWEQh4SeW1IiAGXs1yrMevKRbMqxgUD4EfaH/1k +CDlI8KrZLVmOSkJa3Z3NJ3fSUaSeop8GeDjaRI9kNg3N+AjEmIP781tDzsim +oegm0sogsD37JssZslQ0J1i2BnknoWex4WRi8EOUyP/LR4gT5juJbUZaIx79 +OhsWzskF+VjWeKbtvjdSkHV6JAQuHQ1n6zXxRNkWOqWy4NP3ulprsRtSyuMe +MgfzIifp/aO3UP7pkaPZYNdJpe93QqWRBiP9Q/pzcJ/lf9Oy/sMNl4ruF3GC +yaP23paZeOI93cUmIfDL4XQH5hFvXJ7S9loD7Mh1pC8p8w4moTNleQCek1z8 +MhEcimuPlRYc4ob8me1BpJZFDKYlL6o5ATZ9+PYANonF7gfzO8+CzzhEDurp +3cdCfzOmETgjiLVhUeYBbvn2gMIXzPFQWoreLwEzfo1lCAer/VGmN19KwH6z +UZzJ/9rT2WQ5YZyIxafvohrwtdToroKrSbirz8djEex3vevW6EwyPvPEM3gT +XMzybWNK9iEObne7T3oe4kUPxSZryUMsU+dQwgqezuvScrBLwf05pu/0wF/9 +GTpvTT7CXBlGizbgsI5kUTreVByeor/hCS4M/xo4F5yKFe5rUiWAnaRloz5w +pOFhP3nZQfDL1tTiHe10zOd9TW0aLFpblO+SlY7j3KSNv4KXLC4d/DWXjtXs +xH2IeWC/iYhdp7fLwLWWomFU4Ij274wNJRmY1lQ44RT4I42nrO7XDPxK++Lj +qzz//j4i9qvYIBMLqfO2yIMfY4nbaomZOFn5fL82uM0qWm/7WSbWkT370Q28 +kxQSf40vCzdLsS4FgZMrSH9/McrCDGKntu+DdZVM+oOjs/DbSyePl4NFmYgv +l37MwuK8dKwt/9pnaHsvcCgbZ56j4XsKppr4ydDMm4132Y+JTYATVtOwkFo2 +NjlNIT8Hnrv0beixWzbGjIe11sBTxFe1WRKyMeuJg+Z74OjgT6nhVdn4E8W+ +H9MFOL85aiYUP2djmUN/I7jBMs9YZwt2snE+yXayCLiIguf5NlUOPrC3kXcN +3JaBnZTP5mCr7V9VGmAC62RXplAO7v+92m4Gbsjkm/ghm4O51pYGnME9cufn +xNRzcMSPb5P+YBGXBPEYoxy8OD8/Fw2u2LdQn7HOwZsuIqzpYLFjc16dTjmY +dPuecRl4O2otSNEjB9OGTqa3gEcYSDvDvHPwGQrO18/Akb+oCtx8cjBvsueJ +afC1Z+fGaKFc7FSfxjyYX5WV3ME9BysUH4/fAGfL8kkFOOZgnYuWI6S80P5f +/2BlK/ieljpyOrBT2TjFe/0c7C5NonAWvMbLIH1RJQcHD6nfEwATNfwtVpTK +wfc183qkwSwHA77x8+Xg9Pdr+2rgsYe+b+YYc3CpNUHSDKzvLeV4izQHN608 +8HMBb55ibH+6lI37fD42B4KrTr4m2X+ZjV8SXdy4D35XoltA35yNZ6MCBbLA +Ei5kZ2jTsvF/Gacq28HkzJmGz3Sy8WFOp+9DYMn0V4PRAtmYvqrj3Fswtecb +x+uU2VjgiWH+FljVUZm6sTULExQffzzEB+P38UGX5/0srPJyh+UkmN9Z6i/B +NAvbfUl7JAzOn2t8cWI3E+ccfh3rDhZhv9apzZ6JKxLODYWAnSlt9k4tZOA2 +Jp9DCWAr4oZd9vIMPMVLH1oNbtgaUNjlycCU6lo+S+BZzaZ3VQzpmOltQcN/ +4FD2GXaGsTTMbbn+k5wf7jvTwjW/76VhWa9Ex/Pg1OjpEI7lVOyXNmZuA54v +zrnDV/4IR7Kz5niBdwTM3+5pP8Ipj13eh4G9zbJ5g4ge4drOY7oF4CZOrr7H +6il48ZOy8iw4rmw5NuFrMtbhGRQxuAj9G1Dmy36bgJ0f8LragQu513sW7iTg +iN8PyrzBpP6b1/xZEnBLlw5LEvieKJdxnmE8Ztb8QjwMfm806nml6D6evbM/ +LHkJ7t/CPWWPNSKw/YiwJdvlSsKhqrQBlRJPHCqQlnkRXBJQybBK5oEzHv2d +lAS3FrB/PGPrhofNexUMwKmW+uF8mo744qYafxKY2+bDmYh5E/z7tOM2qQDc +J0YpuDPjNVGAa/6DRXBLivl2pac/krHU2/4D1vGCTO9XADqsc8zykCDkf+c4 +qDIdglCiuJ8IF3je2O7PqfMhqJRM44Ol4L/77bkDHzfuIuftQ/Ie4Fupj6wd +C8KQ4FJnTSiY1jnkbcHNe6hr/HxYHrihbPHSt6xwNJFJfOEjODLralrv6SiU +/qA5eQU8MCdOldIShUxDnfZ2wRLqt+cHVKPRd9s34yxCcN+sOyx70TsGEQnW ++hqA6eS3O7jz76OnnLZzt8BxiQYFXFxxKIbhlPJt8GnzKX6lkjhEvxd5JhWc +RTFu9y33AeIdNHs6CWY/6yLh2QLncTv9pa/g5Ey69ZaVeNRcNZz2G5yQQfLB +72wCkkkWdTouDPvz+PCoU2QCOhyxMsUOPv1l81t6SwIauV1IEAAb5R4xkFxI +QHqm1HTq4AQditZ3KBGd1ngaYAZupBBunLiViD5f819wAT8SLGeTTExEzjyL +bXHgJSserDuTiIROZXNkgxnPSW0dIklC21RacZXgH6+ja89yJKGwDWw+DN5i +vUaRYZmElBa9nr8Dl1fLVWwEJyGqdxeEf4BTpXxftGYmoYmRT9k74KuKJGih +KQmlP3l0mFykkvBf+8NvAaNJyKxexZ0RHG2m8DpgPglxFh94zw2+5e8quPBf +Evqe2npdFNzFGCjdRpWMamJcquXBD0xf2vxhS0begZyMuuD8wWTOHIFkJO72 +LtQGrOUXfqpOOhkRWSUseYFHb72iuKyajJ7qyOvcA29WfxpiMUxGMYq7OBlc +MH1aw9s6GalJ1J8vBBNLPm+Uck5G9BdvJdWDOWJ6uXy8ktE7tjO7PWBVPYVf +rHeSUezU7umX4KBgozm+oGQkFfOe8AmcofPNsDMkGa2idos1ML/e3OJYaDLK +/Z0Wtg828mzntQerl/kWH7tSSfh7m+9LdHAyIjHRHTgF3lzY+iIUkIzqaUW+ +84IdbpScsvdNRlbP6CglwNNHbzzkdU9GJ/zX+W6AYyclHQLt4fsuvVQ1AD91 +/TBlbp6MfL7WuN0C86nLn3ujk4y40x8k+YJZS2h755WS0Zubzo0R4MvMR7jv +Syaj6AMq0ylgjssz31/ww3i2XNguAlvrfm2qOp2MlhzJmRv/vb/6qcrFo8ko +i+2bRB84N1EgQnMnCd2cembyCmw1nqR2GuazBt3L/wlW03tcX9+ahMx/W/YR +iVYS9OypEsPykhBtmcw8FfjCM9aow5FJyJOWiIcfPHb5Ds8VdVgPz2ZuSIJv +fLrftiiYhKbudDopgw+9F+I3PJGERL/61dqDuXm3jBImEtHf5g3REnC46yp9 +5bVEVOk4YdAENudh9h89lYhM2Or9+8EvAgSHxjcS0JNo1yefwVMVYZ/C8xNQ +mPEPedarEM8H8hMurMYjygOfdNLAnqd6fuTXxaHOZuxbCuaP6/xFeT0OOTtm +pzeDXUWCJAcn76OxScOZSXBlaeQts1+xKLl0yppWDM7rp2qJZxljEMvNYc8Y +8K4GOckBrgj0eqYrMQ0sR3O27erjcJTsUltTAr48pcIXfTEcUSakLPWCv1wT +OJkhfA/998rM6i+4+AVZspvoXfRWf0PTSRy+1/zwt6vSgSjN+rSgqsS/+yBj +wJlZe6S1Sa1uDLYL2RKw77dD1BEHXBzAKW86ypwe26DI0sXyCLCBYzUlu58F +8v1Rx/4EvOQWOvXohhbSc5OnvSxZSVB4zlm73KKA6QNcf9JKwX3khOQPQQN3 +HJTRiNjBBBZXtUJ1D7zYunP/MvhP33HqSDlP3LoZxqMG9v1c8dqJ2xsbuaZZ +3gen3gj+dPr5bdwfN1ObCb48U16YXOGH+SvPElWAM9YHzx6NuYP3v1VmDoGz +j5aJvZIKwPmWPZOHUCWhOSP8P35CMKYIPcRxEhy1zfddoTAYe+Yqu3OBS+fb +JxvIQvD1D1PHroOPH/RpdXoaghd1fsiHgn8ayVW/uXQXq3tdSkkAh5rH+m6F +38VtSV5fcsHl5Xe0ZN/dxTFj+8EYvKbeJKgSGIb5leja/oJTEw48Gay8hx/Z +6R+mJMD4OyOJ2d/3MFFEtg4zmJzvaTWZWDge7+VevwpWWWC29O0Kx2JzTtKK +4MbD27e7dsNxPlH9Az2w+BBBhFw8AntKSvL6gGdoY0nLqyPwB8NQv3Dww6fU +fDvzEVjO79nAQ/D51pVzCiyR+GSzunUDeCyi2Wc6OBIHT6bU94I9LQzZ6Gsi +8eL6O+JXYO62HDmVD5G47ZJN9k/wVWU2s7zLUfis6uMlImmIL8rFXzr0onCs +05oYNdgzgOngi4Ao/DtGOOqM9L/8Wd5hIjcKG5f7TfODC7WeLIx2R+GnA5hT +Ciw41e72ZDYK8y+QeqqAuUs/cxXvRmEijgfUjtL/7pfRChqXo/EtmQmTO+Bx +37UqRoVo/NKMsTIafGL9s+Bro2gsHmTyXxq4/z/TujiXaFyYVaBYBmYoT+SR +Co7GRzsWH7WA99hyuhfiorH3W775Z+DrE0bdsRnReGbLXWgazKtPl8pfHI3l +T7aEzoP5F66+flEVjdtoaEZ+gw9kHgo51hiN+SntTx6Qgfqfh90TWqNxPlmv +OQ1Y0vaCon5HNKYnZqk4Az4cYdVm2xmNo//z3OQDn7jA+qgLync3RggS4G1x +gSHTtmjsusYVowR2TjTRU2mKxl++B03q/Ws/hdksqiYa6319fcYWrGijyUhf +Fo2HP1629/r3fPPZyY2caEx4G91w959VM3d5Hkbj+onPewlgEgH/Ey2R0Zhr +VEIxFzwbuNyc4xeN0wcfJlWBf9MQUr/YR+NjfSsfOsD6M/khUfrROLRLnvs5 +mInyvU6CXDTebMl1fwNWWNyn2f83H/XbHQvgH7lcfZPM0Vit9LE6qSx879kL +vUPfo3BfPmkmLThJLTd/dTQKi2YZz7OCndvLs6Lro/CZRKo7kmBXB52dS95R +ODHWrv8G2CA1PF1WOwqTRXRTGYClWPtfvhWIwit3PAq9wdQU528Vf4vEHdbT +I9XgjBMipOxykfiS2SWGLjDb1wePBxgjcaFBlMUw+Iy9eSrdUgSOURX/swj2 +FTJdr4yNwAZXc1jZr8F9b/DhRRvYXy8Et+wvgVkoH5E1RYRjaX71RikwZCt8 +Y6rhmPvsASVD8OawH53P+3v4D6WtRzJYvD98gXkxDNsfetKZD66JPeirVBqG +Z4gZD9eCcyVkDjrahuGnm0OZI2AHU1udrLm7OHmW/ynZddh/lYQV1ZFQLNCw +yXAbnNq+MT7sG4wTXH2ZI8BPTyyzyPMG4zXenVMPwafl3L5xdwXh6qJd9lqw +2JSgo/+9QMz7iJTvG/j6cnjp2EF/zOVHK60vB/F69GTR/JQ3ZiTw37oqX0kI +vNXG301jh33/VjvIg+OXHGkFG2zw65bLztrgbUlmi0Yda5xyWdjDDazKbfKb +kGmBac9KBJSBxc5y9MboGmBKMqUERgU4j/vPbWR4CWKiYevWbfBrPP6Y6Zc5 +oqQXWzqsCPNHuuJUSrBEDGbHzjCA75vP1ivHWqFLv5vCRMAXpuijw5lskRnL +YTUP8E/8VSSB2hE52rwPDQWzKOqP5193Qr41NY0J4Jr67HZ+H2cUf02fuQbs +Pjo+2WTrirody+eXwOtxErIaZe7oRVMg41/wjrLvrXEhD/SWSFOZQgnqm7x0 +UuryQL+S/6s9D+bw8hqneO6J2DuVA2zAFSYpWSTPvRH/IbYaL3Dco6wj4dd9 +kJj6xlwY2MLka9nzTh+k8TVLoQB8RdNI4V6JLwo9unp8Fsy0UXj0uKkfitPt +lVsF05IKTB965ofS8x7d3gOvsZibJPHeQXXChI8sNyoJhn/Ws43W7qCuIDpa +XrDTvW8vE276o6HBxWvi4PyOkVblcn80Z5xQrg8O7jzdfc0gAK2UWH+wA69d +dFrzqwpAOz+vUvuCDzT7rnETBSLa8DmvFPD4SkjlbEYgkq0SlH4FppuyueLb +EITUtg55zoEfNAcVcfwOQkYy74t/gol7m1QyGIKR51QYJbUyxHtj6Xc96sEo +mFUfnQEb8whqmDkGo1h7Pnd+sJlUsXbVvWBUuDc5rQzm//LunUFDMKpRKCc3 +AndmsB5pHQxGHYmBkg7gX++bTz77EIwG3mu4+oEjNI8w3VsLRhNc5wqi/pUP +dYmtE4egWdf/JlPBb7YKO2hoQ9BS2+jhUrB/bPTOLGsI2iItFG8GMz47ZWvO +H4JIVX2dn4IT3QZik8RCELOXWdYEmNvgx7mBayFIIENheA6MQwuG3qqEIMXu +S/+tgWv4ylmGtUOQ2QIDzz44PE92OtMoBPkcJdY/qlJJ8PNi7VexCEFxgt8i +mMEfvkr2fLQJQUX6403nwQaC/e2a9iGoI6j16xWwAvX36nLHEPSqKI9ODsxy +ZqDyq1MI+v48SlYLLHUPTR50DkHEv9zcLcAmD8d0KKGcgcEgzxXcl+ztsQPt +XZSSGQsEZ2aH+I/bhiA5K579WDBZmcurRMsQZBxNy58Bnq7q+4ZMQpBnzY5R +GXideI7wVjcExUzNxTSDVQbf37JUC0H5f4fa+sF3qjQPfpAPQa3s9d9egfc7 +ZXsVpELQmEIGwxz4WuB7i1LBELTgfFd+DVxA0KzbPReC9pIdvPfAgjWNcUrM +IYj3k/gE0034ngupj1/uBSPZQxwHzoNN9gZXaFaDkQEfpcAVcMHJH71qM8Eo +8vb7B5rgu019vZOtwSgnp6/LHKzIFWDGWhyMmvorll3AdsbY3SMhGH2mCbgR +C64KK3SSsA5GO1es/dLBTxcJl5tVghG1iUpZKZjyxeqZa8LBSKr81KF+MDcz +b2c2cTBKl+nq2QWvMMrHypwJQrV2xT8pVCEe2DnVr3wKRANxcaxM4BfBghHf +8wPR5luTQBFwmUNc6OKZQKThsX/VBfzozoRGEVkAupW2YBcA1im589Krwx8F +49FHMeDwyYHUp67+qIoid6METHRVuoBk8g4iLyTUzoKjgn59z4j1Qz0TIdwa +anC/bCgYl+zyQeGRHRHmYPl5NctLuj5ISeLPvCsYe+xIflrxRuMFjkUPwNxd +NyrymbzRrLsu+whY8u3vw2VWnmifmo9FQR3icYf1MtlzVySh8ppKSgPON2H9 +Z7wKFoiI+LiLCngzn6PD5KY56mtQeWEENpoxHnTSMkM3WHpj74Cbyg7kvXti +hAx+VB5pBW+l+Lltrmuh21F3DwhpQjy3cnvExCgC88P/57wWrE/32W/TDbrY +Rjzx2FVw2FGNKoK1Pj5Ru8GpAN7KK0mYpzHEnpkdWjbgicbEvWBTE3zZQ6ku +H9zTwPoj2coCzy5WDtaC83RvntXntcTxJjSfnoA1b8T6vf5piVcUX1N9BDe1 +yQ++9bLGFaw2TszalYT3n4tI2szssFHKYBgPmC42f4ztxC1MQcmXeRXsGbt5 +cPXpLWz/Z31IF2znasKYxO6Az70I4U4GX1O1P0Pc6oSnZL+iAvABTZHBBF1n +HN6qoFsH9u8Y/UhYd8ZfCqnCx8BaNz/VLFO74vw7WZ8pdSoJR1qeWWbwuWGN +n0T/MYO1lVmY/7i6YWJbK9oL4MCRWrmndW7YTOOCtCK4iDPZvf6yO6YaiNPT +AxN08veeO7vjLslfLrbgR+fj6FXK3fGp863Z98CmOeHmQSweeDibpSkZfPpv +ECuvpgf2pwseKQDbEYveFY30wG/35f52g9ONSyvslj1w6tSE/h548ivr7FaB +J1ZQFnU7qltJoArP4vUc8cR/ujMiWcAf3GZuym54Yp1Ki2Yx8FJDW8wb5IUP +nn36QhH86iDZ5RwLL9yQen5eD+yhIt/deNcLHw9bo/MBz5y9STvxxAv3bGvy +hoPLYg7rv3vvhd1dmmUfgteFLFME/nhhtq9MhoXg5b1vb99QeeMxg0D3evBW +4Kr2OJc3Dh77FNUDthWx0WaU8MYX5a7njYPlM5qv16l645n20pbZf+UyabWZ +5t447jLl2CrYjGFW+o2bN1a4e/fzLlhUbcP2TpA3Jpnc2aTQqyRIrDb+LY3x +xh1c7uRMYPZZtlGLFG/s4/vtFDd40tOzryzHGwsMmV0WAQdJ7k0HlnjjJebX +167p/fs96i7T50pvXOykqqcBPu3s3TBd543N8FMHM3DExKFPxk3emIlGKsgZ +vD/Q/cu7xRtPWDQm+oP/9m6pcbRCfxt4i6PBFzIYfG2hXJGssDUV/OOy97Y0 +PE+qxzxS/O99RKx3GqH9rrLE2QawRVplcy+83/e/I797wJsUxwKdoX8CKiGH +xsFuMtq1zdD/pewtpo/gwpuRCnnwfcVrLvzLYEKz3U2+WOivzIL0f2CNbqlP +xsHemDnZRPuIPuQTbfkCwh7eeOrrpN1JsID69YhGK28cf0XFnxMctt4k8kkL ++vdOvEAajAJUzK9dhv7x1jepgnnNFhaCT0H/AnmGjMEaBT0f3Q9742U2xp+3 +wZPHK/dC3nrhUo940kj9f79/+dxV2O2FLfoPMaSARX7wskeWeOEpu02pOvDK +x4NdmS5eOL7NSeMJeKgh+sSEuhdWovxq/QLcciRC5bWAF8bVr2K/g63yZG5o +/fTEpZs1b9kN4HsN6K77mnliCwXulUtgeuKJPx5XPTFLeg4xAt8WLv6qS+OJ +EyTjuA3BNuK1FxY6PbBfmIN3EjiG3e36fXIPLDQ1F5UHlouR1xJ6545Xzhlk +VYO3n3zWnYP9aflcoe85WLkp2s9S3h0r03LRkhpWEub2rpx39nLDZ3JnKz3B +1x76UA9quODwoPKfd8EfaFxSE1444xUTT+EkcPZxWZoGBWfccepwZy14x7ay +SVjUCetlXBxeAQvkcev6HHTACSmB3+2MIH/3NJrxtbTBB+6znDM2riQsXvbP +2jioj+0d5+0dwV00rzTHe3Txyxs1VXfA549SuN4K0sG55NdE0sFWe1ah/Fua +WCLS4fo0uC9OdEh+UgV73W2zVDepJAhxXR1VzhbEC7f1cq+bQr5jHmZ5WUEZ +GQiLzGqCa0iieb+Y30TDa8dZLcBv458zVouroRrb0ZxAsMGDDdc0JQ3kqy2X +0wz+z1tiIVdZBx2+LJR93gz2Z83qTMukMfJbopm5Av7w5nuDSZsJWipZPSUH +zlnxL6bPNEVjpx9nWYCv8VHzKzw2Q6mU7FkZ4JqLE14ETQvEvUiVedQc4kew +5H+LWtYovWD5HTO47vOwi1ulNaI0fc7MA76ZasAkSmqD1ibDM+TA7/Oyutwq +bFBL7256ENiAOPLy1QVbxBP07u19sFUgnan2ZTuUKdbKlAm+1rvplXLbDgXX +eqa3gJ3jffkDSG8hhZwfaT/BROY/mzIP2KM2g8E3++AiuqOCOVL2iJe+hPGY +RSXh+yJ7SqOPPaK+b5HGAx7zWSdj+GKPQhUIb0TB/fvXLcxPOqDfB04zyoMz +GIpRq4IDeu33JtUSLLwdEh5f5ICURJpfu4EzX5JfPzbugDp+JjMEgwf34i4+ +2nFAuXZqqZlgMbXxtAF5R0TLwf+6HFzYouLh6uCIwj5SMLSC5fYP8rLfd0R2 +Os8eTYIfrM2pFQw5oqevRh58Buu2DjX/+OqIzqpPRPwEL6aQI419RxT84m3Q +Plhkl9xwmt4Jzdz45HPUEs6Le/xZd3idkMTgggszOEmwvB4RnFCa3IrteXDz +luEtDg0ntNn72/QKuO1JThGPhRPSkv5P9zq4b5LdUdPVCdV1Eatpggs6G9/n ++DshKonDCuZg1ywWQZoIJ+TYeozgAv6PbOZp6QMnNCRyQjQAHGRKTWGX4oS4 +G5gvxYAZqzjj1DKcUPhldu40sPuxpm3LbCf0pYqbtQSsWqpAW5jjhKR5LzI0 +gvekmJtpwdllwtS9YGGtxU+1mU7oL5fE4XHwyz+Pi++mOiGDQhmij2ArHlvB +6EQn1MKmuLUEvvf70+izaCdEn6O6tgNm4nb8IBXihDxYdBYPW8F+msqc+unl +hMbSjGbpwdz+1Kqf7ZwQ/0nL1xzgZyuc6ycMnFBs8q0xAbABVVtErKIT+kbj +OkAAJ8vMfVO84oTkHng/uQm2aCw6pn7WCRVSBrQYgY3vNJIUHXVCJNF3a+zB +GVFnvytsOiLTQ9GlvuChSAYiwgdHxETyKDUZvDM0f0K42BH5BmXF54NP07/+ +ezXSEU3+LYisAfPGfvmYY+eI4v/U+A7/e98EsV4WhyNa8Wx2fQteJekNliBy +RDd+ddotgof1jYZvvHVAZMtDeqTWMB51ByaHohyQlf24Gi048fyZARlTB9S9 +MK3ACg7sCVUUF3RA/nNfRCXA7HKXRfCUPVqf3mPwBG84brk8oLRHatoHaULB +nw7PkkVO3UJVLymOxIOXlsb8OHNuIfsRhu3H/54/WWJhwXsLzfYIvPkM1hi4 +5+JyxQ4NV9qkadpUEgb6nzKb0tmgqRbcbQFO/Fu7j/us0adehu9uYIE6w7Qf +HtZo882QWDzY7pz0R/zCCrGSXXw/DB5TkmLh8bFEHiZ/TsvZVhLsf330TE4z +Q0xUkYWidhAPSlbd3Rq1EAfTp2F5MEmaJy1hXhNd5BTb0AHzUxzPekCvia6J +L133AlPlVsWveqkjJ1u1hVrw21s/ip9aKKMnmIHnwi0wwTW1JU8K2bqWVZ+y +h/yh5J4AG7kQ9teln7gAVpDN5DP/KIITpe5uXQWnJh9jY6+5ijsojaV1wCzR +/Xv3ZBGmLaN+FQde+zBb0Ed/HXd88tncB3ctCAh88FbF4wNfmI45VBJ+tzkc +VDZQw/PV6ogFfC2Rl9fnjxqmCbwQKQpuWbxcn8KrgW2YPjK6gZPTNrfYQ7Qw +jaac5Bw4oe/ROP+IHuYSqzdfAz+Nr2zzVtHHEmys4XtgEr7T9VnP9bHN6vYL +JkeIT4uMEe7dBrgjptJME/zOLi+tMNEIj7sz3TMHixs96lYjNsbz+hFlLmD2 +S7Yx9U7GmIbb/FcMeNM3eyYGmWCbPrqwPrDWWFgGwzNTfOdxSOlLcDz76Ocw +GjMcn7gyPAv2PnW3T1HKDLebDZzYBQ8wGLkJJJvhMXlhMQonOL+Nxnw0O83w +PH++CSP41aMoSfGvZph6906JMPjZz2wLg8vmmOvL4nNZ8KVB08IH2uZY/Ln2 +mjpYOO2sfYSvObZJu3jVGXz823ve9jZzfCc409gfTBmeUr/xxhzH2x4JjQY/ +au4fX/1jjtuFPw8Vg/clG4ZZL1ngwPL8M03/ntf/I+SvbIEJZyw8+8FUkXoc +xrYWmCSZbXACLFi6Z9AbbIH7Dn869QWcR3O9sSrVAocH5Lqvg19yZF04U22B +FX6ZPiNxhvNu0eklXZ8FHn4348oGVpyljYv/ZoHj1LL7L4FHV2V1Tu5YYLV+ +YyYCWPm+fiPHEUtMK3bKRRUc+sVUsZXeEk9Wve81AQvKujyfZLfEqWczGZzB +3qOBVHf4LLFBqqFTAHjaU5i0XMQSsxxl7on9562WOkspSzwT8pY+E9zpd0eq +7Jolzt1Mc3gMTmU/9PWOoiW2cNB/0gY+wTmw+17ZEnPMMpwYApPxT26P3LTE +81qvb70B29M3WaqpWuLSwUddi2ADovMfraHcXkr3+Bb4+8JXbmp4nree3u6Q +C8T/FDN6dQVLvHpuqoMePHEs6iGPrCWuy3xIwwVWDYiuyJawxJ402jbC/5wf +ebtayBKLhNO1XwMnDxoKmF6wxFs7r6i0wI81bnDUsFriNpckK0tw1ejT+kI6 +S+z/RaPVHTzUc8oIHbLEUvq0x0LBVEQi1aFbFpjoxbhFAvhYO0HbbdEC98gk +NOeCG5WcKY9NW+CwZjXKGrBvXm6pIczXkbzRxhcu//7/3VWlExkwfycekM+A +p8NozCPCYP6ib5oug/W6eYOaHC0wrefIYUpXWP+NEa/0rlrgicVYY2bwsDlN +x8tTFjjFWLmOB8x34inVSWILzCT/3FARfHuAkv9onzk+yzRYFQ4OeC5eTS9h +jufjIg+kgEWITSeUTprj0gMKekXg83es0m1/mmHe5afEfeBjvj/MHPLNsNCT +Pi1iNxiv5rFTZ9dM8aZQWBk1OMALERGlmOKWMtm9M2CWrOjgX1dNsWRST4kU +eCjBI17C3wTL2TzZuQNeieKqsP1hhI83J92IBicas5r9iDLCs4dsM1PBm0Ws +Z0nPGWG/sqNSjeD0d2/u0Rkb4qolg5AV8MAQ472EVn180mPjkLk7rPd2hyvn +xXXwYhDPCTkPiGe2eicGrqjgxrFday0w6XtND3ExZRzKNt5kAV6b5mhaF7+B +WXp99ILAceGfPH0kFbEaWX9GCzjsCW11mdh13Bpryn7Bs5JwtGdXf19PDEen +JV+k9qokMHBYzJzcpUMyFfGip8F6KqpMIwEs6L+uWGlesJos76L+Dhty/BKm +qQBWjra90WB+Hqle9PIJBks8wO4Sm4KIrl8br4E7prXF7v8koOFp9YE9sO9e +4inyAWl077vKOKU35BNT/Z0RmTJok0ruMze408zcRR9dQ28MRA6Zg2MDzizz +Ocij7DV61XGwYpr52JKGCtI5cFzvI1h3cry7jvQmoqKnMl8GU7vpyn2sv4mC +xQ95HPGB9eFcRMF1UA1Zhv9JkQazc/hwqt2AsyJtPUcVrDYR5mWRpo4mHq+W +GoM7y+ZqyefVkdz4QtttcP2Rq+ep72ggbpbXM7VgoZ1cw4wkTTTLP7GAwdsL +OvmHpzRRmvTY2giY5ZjHz9/0WojcdoDkO/gWf9wF6WQt1HO7j2ILrJx4MT1z +TAvdiX1CR+ZbSQgWiWZwptBGS7UtXOzg/ZY5Fwd/bVTY13DxEtht6kReUp02 +Mp6uEZXy/fd7RadEngVt9OJvqZIBeGbVJjr7hg6qlU9zTgQTSg653ibWRfSL +CyV54MrK8mlzfl3kHynyqQZMmiTVaqOvi+QGX2mOgqOWo3V6ynRRxS32+zPg ++zLkBSdHdRENudvTZTDvgxfR4b900XulY1cpb1cSrifOvqkW1EMyP4zcmcG6 +WTY/b6nroZKYx495wHbk2qSSTnqIknfny1Ww866r7PkIPeQ+rHBaEXzQpZTk +Yo4eeu34SFcPfOL0/xXcdziVXxwAcBUSUshIw45kXHtcnMu910pc202hYc8o +RaSyR7ayMhIiIxmp5FREKFLpp6zKKLIqISO/rz8/z/u833Pe55znPd/vec77 +jjSY1Nkire3jSS7gq0d71qPbbdGtCqWOAPBLUkPqUL8tYjEJ2xIJlv5JtKBN +2SLvmR7NdLDgMQk0vGyL3iUIBdwG176XD4rfSkdqcj5VNWCja88N6Fx0lNv9 +5PvzjXjt1Tv199ARoy+7yFvwAQYWuo0IHbnttLP7Ar7Q9qg9ToKOuu6Vps2B +HdpdDo1L0ZGS2dLrdfDRpO0urtJ0lPVTb+uOIJjv5s8jdoHXk9NJ+8Fiba73 +pg7S0WmF0UAZ8PD8Sbnf4nTU8VahRhPcyU92lxKiI4L/lanDYNnCoG9p/HSU +zv1G3A7MbrXVWHkHHS3X7HdwB+uF7bfjYKQjR0uvjECwSdyHPyKLtqh1/nFP +NDg4rEsg4LstOpTOypYBNpN8P8baZ4uSlOmUErA5d3Ti6AtbtNBbElIPltJn +8GK+b4uOBSzUvwAz7nGb9c+xRc94qXPvwQqhtwsJEbYo3ubryd/goGCb48Uw +vr8WCTmbL1aQnNtubXFRtkU2GaG9nGC90ey9kXy2SOTjXgPCxY3zOvuZ5z7Y +oOhAjysIrG56hEqutUHTux89MgG76WS/Y0qyQQ1HbWS8wNK8Tq2TujZo/0qR +czD4MscInVfABoVlz+fFgcWDCjObZ62RyUAyVxn4t5/m2frr1mj0+KvF8Ysb +/XXIi3lnhYz+CcgvgG94SqwfybNCVblu7kzBkA8JDvY2ulmhoGHmQVGwg/qt +Z1XLlmjHCZ3njuAD1ByHqO2W6PJg4aI3uJ1xU67nOws0R2eWCQGzPpO/YZph +gd6Yd97IBKd5bBIUEbRAKRQrr7fg/Y2HksKEzdEuSTd+SghYdWvlkRVTJDCb +5C1xCfIr6ZFT1b56KNbjd6Ey+AU1LOZbNxWtfLP6SAbvuD5U4y5LRQOfBSiO +4EnVIcbwCTK6+fb27kxwPv57V5mug4TqG1pYQ2G94GvaR6KpoQMhnwVmwBme +bDj9BzsiR6VfXgPP1T1+qzS9CTkmG42zX64gPWW85l438UM7u6i2+hBY6HuN +XUbsWtPOrmgDN3Dfn0Gy4au9eHm/fMAoOO6e46H2EHnMd3C8/zfY5IPZtrDH +ClhJMVtnyxUYL8Gtd04uKGIffabtImDluJs65FMqeNTnY6EDeJDArOTJR8Sv +n17p+XRlY39UVeLZlA6e7FBRnQRPvxM+5++ri1l6f+T8BTOazE8d+qWLdSes +XPmvVpA8Kox1U2bJuJ5Tat0KXJVqI+HfQ8Xv9gyfdgLvdX4qlkbRw3PiaR1n +waK9tlMRdXr4kMa/9FSwK8OpxpYkfZx/8q10z9WN+i/QiF/aED/xjEr5DE61 +oBIkrhniTwGaS7Ngt30MRYM/DDFPXHEzRxjkT8UpxoRbRlgh3e7gfvDm+4IR +LX+NMC1vZ6IM2GlU0nbO5DCOrQk6agxOunOTYdOvw7jkidxTO/BE/havYWSM +W9pGxT3AMkFDBQZxxni93+RnDPhr88HH9wSO4LOMotFtYHnf4/9u7DHBIW8Y +ij+AE5zLN4VZmuDInKHmMXB62v3R9VgTfEMpa31LeAXJ58dd7rtzJjif4cI+ +bnB3m9yD/wRN8Z1XVkQR8Ili0kSKsSl+dJrzPAlMrPC4WZNripsJs2mmYB4W +/JW/xRS/Wn113x4cMFGhyf7NFL9/WfbGC9zrdfFf6xYaHkyLngkGS0h8o3Vz +QX3l6MwevxGPs8c9T4iGZ6QpUtngBuT1QFWGhheXhA3KwJwvOx9kqNEww4t1 +p4fgAsP6zc26NLwteTDsJfjH1njKg8M0zHX8ccF/4PmsvSjAgoYFDmbicXCn +9ZV2BqjnRP8EDP4BnyL96bZxoGHpZ5YrjBEVJIGmuxbBp2hY6ZrC7l3gstki +dx9nGtai71QVBYc+jEQKrjSsJz5jqQDWTnTibAWb/uz00wETZvMUpcG2T0qT +aGCfytLtznC/Y0xUpQM4cb1f4BzEd7NyeuUN5jAgTx6F9v2EyZMh4JhOj/27 +oX9B00Is18CXxGS8qqH/YQ//ieeAZXLP5okb03B8xAD5LvihO0fyeTINp5s9 +OvEIfO6pF6FUnYZz92WEtoNThv0vNcrScPHEuZt94E5WlYQaERquqrN4/A3s +7/U8PImHhhuuyH9cAHdsG82w2krDT4/sWGSKrCBFKnSKs86Z4rdjHQpi4Fid +QAd6uSnur75DUwSnHx3ztYgyxaMhkd66YOHl5FFlR1P8h0e3zBFcpKL7+yWb +Kf73RfClD3iBsno8fMgEM1eujV0CJ0lYtmtVmWB+vYfCN8GoUiX1mZEJFua6 +gcrBcyHnam/wmGCpobPHH4Mz3XOPhg0dwcQAQuZH8Pyh1vka9yPYvrhkJ28U +rO9vZ6/KeBljF78IWXEwrahG7ORBY+yrfcpYCXxaPzjg88hhfPXD/mhz8Eji +Ht4PFodxEfP19QTwmz6rDC8hI9xQGbX7Jpjrp5usXK8hfmUdqHgXnCHf6FYU +bYjni4+5tIF9617EvPxhgHX1RbvXweFieU6Zhfr4c9S9XN9oyA/FQ7rYhilY +YFunlnlMBYmFWt8U4KqFZasbbRzB0qrf27IzNLEuvfKMNzhOz0azr42I3UqT +i2LBaWd/n+oW1cANhrbbm8H9Vnl82u9UsFXs2IBiLLS3yNyhv5eAk9gYgnni +IP76keuO95kwTYfSKgaeiy5gihFda+I8H71TCez4w7+u9Mt0U8rXnUXmYIaW +K6n6sZPaaQ+FuxI37t9VXCehwokyXMhCrPGQr//SimdZFke2N6Pcd4PLOshn +lW9IoN3vOmslwbbxDX9bCAdRlraloT7YOs+GrchWGuXwOPmFgxd0gz/ZaMqj +/ObIln9gVS8xStMvFeT4t4OD4xrUn6wmvt25qkhYbgd9H7jhy7TZMQM1dCvr +xjQRzO7NfbE5VR3dPnOHNxBs7YiNXrFqotMlU47R4GjzS75NBZpIfJBw9wZY +oa5mclxZCxUbPET14MbUvspGK210R7DD9TfY1sBv5Kg6CblacdRsToD16vxy +pmEgCR2MM1/jBC8bRAY0PCChsoVPyQTw5i18Z9kIOshdWnAAJWzs54UemXTT +QYdOnjpgCjakdj7RvqWDyl//eOQFtjcSl0ccushzC4EpBMx7s21yXEcXyaif +NY0Hyy5dvLPir4sqb6+OlIE114+tnH6ni6ovbt/+Hcw9R7zKFkpGwdecLBbA +5R/3Y+dCMjLIe5LJmFhB0trFyUZvJaOh514HhMHtO4cFGVgoqOz9C085cNOq +0quaAxR0bnxfjRZ4vsXTZJVMQeysXego+JGjbr5REAX17TkQ6QpOvpm3k5ZK +QYUyl14FgGNUCBkTZRTkjT5wRYB7Sjt0+J5RkIaZLD0VzJkTJPexl4KYT0Xm +FYBbyU5ZchMU1HN2aKwK3JZd/lZghYJyIlWkm8DsGmYom42KXDMS/F6B7Wq5 +7KsFqEipbLzhE5ipz6T5uCQVrT/WXv8Ovh80vLtAiYo6Xl+nLoK/cC2KBCMq +uj48E8eUVEEymF2pmzWgohM/9d5yg830Tz5dpVGR9JY8fhHww00R1Ns2VLS0 +a9GeAH4tF2L/7RgVNR8wLdIG9/kvqbc5UlGCWskPY/CbbRx7qaeo6KjRurwd +uL+Ny/7kaSoSP2ZzwQ3s8Z+HtxB4zquq6TyYZu745vJJKmoM3coUCTZ+NrEn +woGKopIdDqeB+c6ErcnaUZF54YPkW+Dp6iXly1ZUtL9uR989sCiTQlaQCRVN +trrsx2BvhU3cQnpUVNeHT78G21hO5fhpUtHlSb67/eAPfYv6Z+WpyHjV5+cE +eDXUR1VCnIr4OV6qLoHDj1cWXOOjohFBoUvMyTAe/WPdpSxUFER+wyoKXnH/ +7y/7NwrSs5I0kwcndPKM2r6nIE6XyzcQ2PrLgPfppxR0J5Ygdgzse5lv64s0 +CvLPiXZ3B2tIOCUJhlCQduXnexfAbod9qymnKai3J0krHTy1kO+xLEtB+SPf +wwrBM4PrTMlcFOT5h9RRDe6Q3abxb56MNu/+ad0FXo8xF3SrJyOCo5nv1pQK +0qdqpbWBQ2S0eqa0ngec2bbIHc5MRm1hm9ZEwY0lfbf3ftZF9iXVMSSwcU18 +FSFJF8XPcBYGgoOZk5ONR3UQ+XlKQRR4D32QveuBDlpO585PB19PYgl3jdVB +rlo8N6s34h2w8F+U1kGUeP4bE+BLkkVvvruQ0OpBwTh6KjyvnqO92BktVLOW +F+MCFgrYI/f7nyZy7xGKPgdOjLgmezZOE/VdEIlIBocPJjZU5hNRbZt4aDvY +VaNcaaFRHXk4Sfurp0F+uWN7lmeLMhJRrzijDy4fMMWeOsqoj13W1wq8IFT6 +rOyJEtKrlfM6A559PLC6pVYRiWxRdCkFny4bmxPLlEef8tXtdqdDPdRyu78v +UwoZDeiR/4ItqxJ+3nLkQpVaAn4s16H++tTNvmPbTsSVN53PB3YtmnnH7cyG +Pp5I+6cMntpclHaLfzNy/fbloR+Yge82y9f7hU1Rv4IJU+Ba5yDT80xceNKC +5rAC1iQ48pyT34VN6kQTWG9UkCSfDhAv0Hkx74WOH5Lgvdvk/266KYCL1/hK +nMCcwsxKCueFcQtLzb5hcM6Z79GMpgexpHuk8Qw48bf0Xx8tKRzfSb+4Bh6J +SKB8kTyELRMYPu7JAAdO+uYtSOMRbpM0W/DXlm1sO1UIWO+ccLMLuCrER7Ek +n4DLPsz/DAC/LBVhTNwmj/0ys03TwfGCG2c85fFmwQnWt+BPPHeX3I8qYufL +jepfwEPu3TK/6hVxx5dE1znwoomPRgGnEk6+rdLKkQn16MsfNk7PlLCQVPiV +w+ClFINmblYVHB5nc+8ouCNc4amzjQr+PiU17AaO6vfOfn5LBd+r6tGMBkdz +nHWLVlTFSFlwqQU8w1yXs6aphiv9mEXfgSkmxGbtADW89970kS9gTalD9Q8q +1PCyVGPhGvgk/4lhIz517Opa2MWWBfN1YJZ20lAd/1cU+3c3OEXuNFN5oDqu +FaKbqoBnPDet9rxXx6L2pCAKuE70lGf5ujpOyZYoMge7tC9erJPUwD68C8ve +YNfCWiGzcxp4yGJQPAR83+/5+68ZGtg4uYUWt+HGbKeCRxpYij21uAR8Onrg +1u0lDZxpGNRTBy7gKbeb2EXELFEnVpvB1tEfttnJEXFAi4HEWzBD9OvVv/pE +PLaJYP4ZXOzPUdBqT8SWiC9kBqzKsBr6zJ+Inwf/K1kFJ7nWox+RRCz/aOwt +a3YFaVP7z1uUDCLOX3y1xg/2mOqI7ioh4h3KtZISYOfwrKmYOiK+5JdtoQyu +e9M6dv4ZEU9VXb1EBselpJZkdhKx3bRbqRn4W/7c5bl3RNwhZfbeAXz1td5A +yCciVnNVW/cCc9qTEXmYiEuKBKWCN+Iz3DLS/UrEvCPMVrHgesqfh8EjRBwh +NBOaAV7O8jo1D9fnj/eWFYP/zuWq3v1MxCezG3trwcH9FJ3CASLu6StkaAZ/ +PM5UNPSBiEm8cYd6wPssFQocuom40sLPehgsFRxzTbKViPcl069Mg//J//5E +fEzE8V2k8pWN/vUj7pxKIl5hk/xvWw6MP/No3+F8InY33LGZH+x0uGb8SBIR +90UuSB8Ad37P3FF0iYj1WwZtlMAfJK20LT2IuH7Ti6u64K5cqXP21kQshsor +aGBtydzXrYiINz8K2uIFFsr++rhpOxGfWTwhexGsLmC4YPlLA39WMqTHgA12 +DWZZ92rgJ1V8VUVgc7dfx8qua2Dp6X8fa8C+xZ9fbYH5lSU1zvg8Z+N7X4XD +/5lp4AtFtUeHwAwneVdWmDXw+NfsiCnwsfEKEathdWwlFHZvGdxwjZmiVq+O +FbLNmPluVpDGYvKUKhzU8XTSTLUpWEwndHdngRrWW7p91QGsG1OrM+WqhvMd +7Cx8wFfPhLK5yqphc9mX8wlgfiwyFVOrihs6C1S7wOYhfktKlSr4KrPVE+Pc +CtIB56gqx+NKuN+LLeEYOL/WyM9vuxJW6n1m7wmWeXNZ1rxREX8rlGWIB+dq +6/Zn8SpiYx0WcieYHmQ1Jtskj/mCH780zIP1kbNNavKpDPYdOZNJB2/vut9t +tlkGdxhJuruBB4JemNJ1pXHw7nS2GDDnN9HW2CYp/LXe2+Ql+KmRcp9xqQQu +/yn8Xi9/4/9pPXf/WgtjJnrfbWswv8cCk3qsELZ/mnDOGZwWzn1MP0gQcyau +8EaCJwPJyYGUvThAupf+Aqy8a+Re4gce/CY1TqoXfJxPmmZD3IUPruisjILF +P3kmB+Zz4YH2yhzGAnhfnkuZzezjwMryTl67wCy/DpKDitlwQsYebTFw+P2g +UbYAFvx9vYdDCcyfn9gdr8+EdVyih8ngy/MNCRp7NuP/AZ+02/4= + "]]}, + Annotation[#, "Charting`Private`Tag$262937#1"]& ], + TagBox[ + {RGBColor[0.880722, 0.611041, 0.142051], AbsoluteThickness[1.6], Opacity[ + 1.], LineBox[CompressedData[" +1:eJwU2nc4ll0YAHBFCEmSlUqZCRklhPOi7Oy9d5JNUZGR7J2s7BXy2iHrZBYp +O6KByp4NJPHd31+u3/Wc85xznrPu+72ctnbVtttPQkLy7wAJyf9/T5SQTsov +lxLi1ixTx1SzcRDH5j5tcMBJ7SP7+dPxTPoChyWYPd76dENbMi6LHbjuCyYo +fb7PvhaNZW5lrdaASRqmjs922SBLwuU9rpVSAp22qa2fVi7qeCF4+gKYEJpM +8/lGPuIVPSMv9//zK+91K/wL0RrXwVBzsGYKfaZeXgkKpB6lTf7fkT9fCdhW +otz3HicpV0sJbo1jXo2XXyByTXsCI3hOstPkqWADcuw2suYE139VdCg51YhE +mgiFBHCcavhs398m1J5DK3gHPMzRY9V97SX65lQivQB20b7SH17fjpRmMiy2 +wOa5WuyP2TtQqUV8IPlaKeE1p+5Ru9AOdEvbp/MMWMn726ScViciF1e4ZgLe ++fBAMHykC/GQTpv2gp+vvJOlyuhG4lS85RNg/5vLN/03upHKEZd9i2Dzq7I3 +ZdR7kNOp7YKD66WEde7YuIitHlRxmX5VATx6b03396Ve1CpnKKsPDjQpsdF+ +0IsGlTMf2YHvCmwe/dTbi34Z8IkHg+Psx066Gr9F4l5yga1glZUQEjGLd0j5 +XthQPzihuSSy/Mk7ZBz0jmsSnHjZ6ifh/TvkG2fcswu2VTvmnXu1D0UnZ7PR +/igl9B0Kve5ytw9lZs64nAD3b3d/Uib2oZelHkelwLUzymyJ5P1ooLreThW8 ++Pj0/NET/Wi6YbfOGPxVVUAwRaQfkXVHmN4Bj4tweD4z7kfH+vvLwsC9B0QI +Es79iHuUcV8KmI5n/FT3/X6k9D23oBacOzqquZzZj4yW5jY7wbbTmV8DiP3I +8aegygjYVWOD+lhjP7q37ZX+DdxDlIstftWPovY1rvwEk2nmysoM9aMMyn2y +pD9hvdr+PDD0qR+VHVZ8RA/+aPTh7fXZfoQZo7+fBqu4taburPaj/hNDl4TB +AcdmfOI3+9EUJ0sEAZyGNcO5d/vRj3MWHzXALZMTm42kA4hUtEDQApxZKkKi +TTmAGCQXA1zAMgb9S3PUA4hLVnjID8x9fZcxkHYAiSl5c0WD/T8OzLDSDSBF +jWbvdHBpP/dQLdhQn7TnGdj7TLqVHviGmTJbI5jyXxT3JtS/axvr0gN+PHyw +M51mAEXeHHn5AfzJuX9F4eAASvc4fnQeLNkqZ7tBNoCId6zstsC5Rqa/nu31 +o5aAp3UUv2B/Vj/1dfjTj/pClw8ygaOChOf5f/SjyRhRU26wo+e9C9vz/Wj9 +8Z2yi+DpOefrA5P9aH8GJrkKJs9SSq1+34+O5h/Q0QXH/o1fzXnTjzifqRbY +gGsmDmRm4H50sSp+0wPcwv5g5mlVP1J4MaocBG5+u8nclt+PHF7ZrGSD+e20 +Ws+F9KPgkmapcnB82ohW9u1+lB3NFNkMTjJZe6hk34/GdN7wjIPPWNw6ICHf +j36Jcd2eA4sff0MSLNSP6Fj9OzbA+l4OexSwHhUnRayO/i4lCAQcfhY424es +26PKT4OfuX02Xm/sQ/cLZ/6dB/PH+dJ/ielDtU5paWpgP7IZd1mhPsT9Z9/w +Q3CaiRx1gNU7JPfR5EwiuEm8PVya7x0yx8/dcsHfSKefJa6/RUkPbxzC4DmX +X2SnfN8icvoBhS1w9zKRhD6wF33ny37huFFKmEn8ksgE+5+EdpviDthWuOCM +0f4exLauox8Kfmf93sfneTfSraP4mQcmf8TxxIa5G3XIu/J/AjPO5dz0GniF +8k1lsjQ2Yb5uOGauMHQi65iPwRe2SgmTRNre1kMtyFHUIlIO3KT0em7xajNy +H5uK1wQXNd0IuuDXhALOzGY6gS9Izrlfm29AmbXr9fngsCxRu5H6OvThM/ky +wx84L8eZK/ejSqR5XljvN7hfSTKjcTQOGQ5Xm5Buw/76cyf81eVIZHFHzPoI +mGBQvny8Nxi5tF92FQCTdHr8fTTniqIMFMLtwJbfgraO3gzEr/1NmkfAZAKt +PaVN2Rj1P+Sq/Qvnd+jsRvt4Nf6138S0E9z/cW1FJbEGF10UejQMbuqcujqs ++hzTPRkn+Qm+NuTd1VlTi6ftzn88v1NKyO7eOXrU+QVOSiE7isBlZ+tX0441 +YJU3H5TVwd+57MbGGhtwtVBwnRO498fqF519TTj471hCMTgT7+MxdW3B4oJl +3fXgdL2mxCIyjJcsH5C8Br+kKRm/kYyxXpeAywx406RpIcn4JeaOD1Lm+Af9 +DQiX9XNoxePtBgEiYKVzf8sfF7Xi2A3+Ollw+xjb+rXZVrxlMsppCT5WN3k3 +wbINd3Pzk2SAPQVWLpyWa8f3jfZdKgX7KijSLd9uxyJR750bwU+zHty7UtKO +09YDJj6AhThs+6JpOrA6pz79PNhHeXDy3uUOTGpwTnkLrDY1NrTs0IGdmkZq +GXdLCfSBmUP6uAOzr5Ysc4GbGlQ+qcx14OHTAZwXwTGv77U1He7E0qF8CTrg +Qm9zmWPGnfjHi73X1uBDDtJP//h24sKl4T33/8vr7MYaZHZiWm1/5ziwnib5 +M9+PnbgtWDc/C/xD/Vuw3J9OfLvu7EQZWNOsU8CfoQvzLeweaQFH8OxcFhHs +wl/YhpXegksX7SxNFLpwokax/0ew/qSZ/bZpF1YKul+7CCZLLRM97NGFd2p0 +lrfBHbqBr1MfduGKWV5Oqr1SQsOkKkpL7sK2rLvGLGD90KZeuqIuzHJtKJ4X +vLSeh//VduF3/kWvL4ET0z8FWHV04aAqvz0FML2B2COp/i4s9l1bTB/c3Kr5 +KHa8Cy8w8TrbgX1Nwy6ZfO3CmSr/8rzAcWRDGtkLXVjHb3D8AThzNqvTYq0L +00c1HkoAO9R9djL/1YUH0/IJ2eDp07N+1JtdOL442rMMLPfw6/r1rS6sWX+7 +sAksdnBm2At8+JXFhx5wUPSbq6JQ/t2IEs0HcP7yidv58L7ob8JoFuzS9au4 +G9pT+8nq8RuckzxyKX+xC1PvJysgJSESmrQSwi5+78I9dMujR8BD5jxM/p+6 +cMSp91TsYBmDFLeg4S6sLIilBcEuWW9EZXu6MKV0kZsUeJbP7khzSxd+rRqf +pwKmlM9+s1nZhUON7743BL88ziv2M68LK9ywOXj9//ZSVi9WJnbhAz5qUrfA +FXyUraLBXbgj5KLrA7C7jfdnX5g/+XyKkSzwlUlhwk3VLry/eo2iDMz3vuM7 +g1gXbmv9INkETpmf/hJ9qgsTvjzLHgOPTt1Q2FzpxHvLiUMz4CWrisSl4U7c +suNH/htMJTex3fAC1i+rptORfUSCfKG177J/J5bU+3VJBXw4uOLx790O/Mfm +k6Mh2Ivii/feRAeu9+jKsAdbSBn2bNV14EtxKaQPwAJWEludTh34whupvkZw +TZLN9JmedvzzA9f+HvD+4XuaJFntuGqO9uIYWPzjh5UZj3YsTD6V9gv8bnf+ +4Semdiwo+9BeYD/U7zVjHtJvw8saLqmXwVZeDuWmnG241NygVxl8wX+Vh2a9 +FZ/zPStiD3540n58MbQV89a9/ZcJHkbDjKylL/FpAcbHdKREggOHhbphXjOO +6dbaOgXmeyQSacLWjLftok3Og0OedhzeeNSEBzPJzqiDWzQWRNj8G3EQ3c+y +SHDThECJucILPP2z7zU5GZGgwkxq5ZJbg/Mawnd2wA4/vRR+tBRgOoNOC5oD +MB+2j4MWAvOx70+S9uNgGnt7m49X8rAuv0+4JJjBy5HpwJtsTJZpz+gDphSu +EEt7noxtA+WFfoJJlDLd7o26YS6lfzbz5ETCzqtlWjfdbORbaOW/BV7r12Wj +sstBw2RdaRQURIKgyVaEomcuCm6NGeACm1/k3XIOy0fTkuzIGlzTU7yKHxUh +ydRgY3fwNs8bw57YYhS/OXcrAPxDmYd+X3gJItRUlmaCy6hvhTV5lKJMAXnW +CfDAk6C8HboKtBH59OIC+H7E0Ik/QRXo2gK11h+wkdnzc4Y/K9BO4XAoEyWR +4NH47QV3XyUyYbf/rQOWVo5Sc/SoRsxHw/t7wStJdYtcNrXIzX15cQJctPm3 +bry+Fr3q06JYBH9r5BQpoKlDt6NYZQ4eJBK6mMz2nMrq0MiB0mdXwZrF5vNO +4/WI35bulS7YwJiTypP9BQpu85q2AZ+6kKZ+2/YFuuAvzRIEDm7Zfuc48wIl +bL0LaQGPjzF9GBhoQAv6orlvwSKeLOIhFI1I9nly80cwZ6NVJe/lRrTmbvlr +GxxE8xOJpjcipf6Ow1RURMIcraFxancjyhY8e44FvHjnSOr8r0aksbhudQlM +kvjinMLVJlSorO+nAGYf0K7UcmxCu08bUvTArIv6LVejm5A++akaW/ASR4rS +mbImVGb7oM8THBL9wXG2twmRt88uBIEvrBTaPp5vQman1cgTwIYWfGn8ZM2o +xr/idA44f3z3EZGtGdF8ZpCuAFM679tjFm1GLszRui3g9C8KN88oNKMB7QNO +veA6a4ajZgbN6EK034Px/9vPZxvttm9GSa9+p82BM9/MV93wakZb+1yqNsAO +mjVN0gHNyERqppuMGsqXX+JSjGhGLbfNp+jBagIhl0ITmhF75fstdrA3yYTh +XkozClpUpzsPfl3nSFmZ0Yy+c73ikQab/hH5kpHdjJQsEVIFG5a+in2V04xK +0ur0jcAOFOwz58E0I+ddroMtda1ejWU2I9fDRQ9vgakyi4Q70poh32PPeAC+ +wjl0+VcijCc4pSYeXOZ99djNaBhPC11vFphrt+LAueBm9Gcr7CsRrJ0z5iR2 +pxmZiu772whumtZpi3WC8Tjfoe8Bf1nUfCxhDuMpWj87BuYm14sSU29GD6Zv +yM6AgwN3bMOlmtEM27ThL/CP+vqfF87CeAyM3fbTEAmRutEcUgwwnvjBUDqw +sUfv75x/TehQr0rWSXCnzUDgje9NaJBw+Z0kWEDxTDxfRRO6cK/6uxL4j9D7 +Mr5HTSj5+bl/+uBVlpiGVK8mZMrHxu8JrsVNzwdFmlCLbaJ8IJjO6tG3vMNN +6HQWjUksOEUm0f/HQiOaOfov/BmY/2yWJlNGI3L792n2K1iB9+6HldUGNHhJ +f28drE25a8Ta2oAuerxjJDkE8+tMOvQ1rgFtz7RcZQNfEb4nZ83fgIL7s/J0 +wcLslMRInRdohoq50Rq8q3DwMBfrC6R8NW7QDayzRMYf+KUe0TYE7IsGK34s +oH9sX49S8qwsOsHTarFfa+3rEPE2x3ExWiKB3ui6np3oc9Qks2J9FXx/paFW +eLoG9ZK/KNEF5x72z1mMrUELSeqSnuDF199drsxVI966O0YVtP/vx+IS7egq +lLvZl8x3mEgI+KgpHGpejlJ8fBlO0REJUXajkqcO5aEigqKpIJigd+BqnFwu +qqOkz5cGkzGUzD33zkHvU56KmoKFvNXLq9uy0NEXg9qp4FLLdn/J66ko5g9v +/NEjsL/OUFUHB4Wj4LsjhyjpYT3ITRj70IbizJM1WozgtYm9bM3WcFzflvCY +E+xAVpBo7hqFl6k0T8iCnR5x77/yOQ7rP+nhvwv+ce9pfjx1EuZtwqpL4EKl +TPOx0SwsZ5kZu/3/80MynA6B2diUzG+I8ijMJ0Ekif9YDo5XkzThAmuO01p5 +XMrF2x9rHM3BcapPk4Xt83Hvv+LwfnBbxZf+LfsiPJMT9vYzOD54UnPtUxEm +Ubh+ZBncqtGy+U67GF+M4Uw9yEAkyJHmFwqKlcB4sorkwPk33xZtTz+D8fgt +aYKl/IudiEqleNDeVMgC/N3nijhXaSmmKGepvwc+9TLqrZ4TEbuhxFc1YFfy +QwetBspwxFcP6nZwhuIs1RRnOc4P1dIY+N/3BzcO3S7HH/poR5fBRmqjTVWU +FfiX5zLrDri0mPi7U6AC0zL3mlMdg3hKVOr+M60K+D7hM9zg4CDriwuPK+D7 +OPBdBKseUliXra3A3kUKLvJgLWUbphsjFbh0jXTDAtxcdTWZg64SdyVOS7iA +g958Y6s9V4knxVv9fMFOeVq2jAqV+Fjg/QOp4DcTDA7IuxKzzj7c9xSs94TI +mRJdidmvRf+rATuSHObuya3E3NWJf9rAM4jcf6S2EvOzpP/uB7OVMOg2dFdi +Ef+89c/gRzpGEz4TlVj8e8nyEjiT7K7pkaVKfKXyxXdKRnjfic3WgYNVWIWp +dYoR7MBtE7XNWIU1/V5/4gRzlz1m2ztThfW/9n0QAcsVGNFNClRhE+XREQJ4 +8q8VY+alKmxZ/nlAHZzXdW5FglCF7Y/NvDUFb5Z/uV6jWIWd7i13O4LZXERs +adWrsMfUr04f8JjOlWElnSrso7jTGgLWFAh4YWtQhe8TSVsSwey7Plw2xlU4 ++Ch1Qy44gP6VxFXTKhx+h762Aqyu9o2HxqwKx3xhqWr5364Uwi/geeLV02W9 +YJHG3YJrJlU47RlvyTiYt/LgbI9hFc4+IlQ4B14/VWUjoleFC70v5W6A/ezz +0x5qVuHSTzKZZExwPr0LYelSqcJV8gpp9GDdgH7f3/JVuL74WhI7mO5alusx +qSrcclgvQRBMzhT9jEe0CnfcMo2RAkf4Bm8JnK3CPRM2ESrg7sREfr6TVbhP +9maIITj8Sse5k/RVePipR5A9+NrIt1nqA1V4/NDd+15gYq+N5e+NSjzzIex2 +HLi3hOdV+2glXkJxHpngnAjiRmlXJf5RkOxSCu4xq7ZNq6nEu+6F9q/BJIJB +1JGwfsjGiNbvwS/5VxYSfCoxlcxz82/gQNZGvSJrWH9UHfokzHA+NU9lHrgA +6yl3SkEcTGHIIDXwpgKLUM7LKYA5iGHmUeUVWNxlTUYXfFb7xtCNhAosL7kn +5ga+Ffl6OkmvAhsPsvEUgUuulJAw5JdjS3FOjlpwSvNwiYZ5ObbPPHeqAxzx +pi93l7EcezhKMk2CxxwlOfselOHw/YYUzCzQH57DDxdUiVhqo1KUB/xTaOOU +589SvDJPbSkGVucpUrZLLcW6A7heF9xzjJG/aPIZPpnN4xgPlvqVQp9qVoJr +pDd7qVhhPdG5lX1mfoo/+yQl/AMvuhx6l12cheOd1lpojkN8eGPiRvPzTHzF +UmXxOJjhd6rCz5cZuFhxV14SbJnynfP38BPsxWj/+zZ4kpRr1uB3Mj5Yc9Fw +DZw2/elaJk8cvrA6fOIrG5SvDgv91aiMf7TIKayDSQJeitIr0KHymAqXPXDA +g74mg5JriE8wCh8/Ae9bE1n2PWWH2J3lrXTBF84fv5RE4YMOLVbmd4JZj1za +r7UchnoaTr0dAtdzSVz3uxeBwiKif0+B6d+eeHeIPAqR8d1Q2AVXNUQMUdHF +om0H9jmxk0TCx3DvntK7CWhmJuZcEbhz7/S/tu1klF+7o1ML7qg8EFqQnYKs +Qhx9O8AunT7SgldS0UcuhbeT4DM6dm7HgtPQoO0/F5ZTkA9Qd5H7zqSjuAs3 +k3nAHXz7XvX5ZKBrZB/wRTCF2wD5Y8pM9Dqvhk4bfCujQ9qMPQvh6ZtVEeD+ +0qcfeFIg36j6MJ4C1um9kd/7PhtJBimSPgVT+m1/OcaQg2pPc+i2g8ONz2pH +R+SgUsvx33/BJ6UOsE3Y5yJHIaWTVOyQj/nMNjin5SIekloFZrB4nEBqUm8u +ys2KT74ALvK26C3gz0Mpn5UknMHnqm2c0yby0H6pgwm+4Mw73K00FPnIObV7 +IRJ803Tvdq9QPpLTVUkvAbP7ZUkJ++ej0kqq3y/Ab4ll4iN5+Yjp8Jtr3eAZ +4inXjq58tNStujcLDjkQ+OYBRQHS56Ex3ARLJKdP63AVoNbg3gry00RCeTUr +o6tsAeKfjjrICJ5w7SkbMSlASeiaNRf4JbX0sTCvAkSScajxArgs59FASGQB +ctx+e/QKuOCOSuRgdgEaNohx0gF35+0/6FRTgNBz9U5r8K6sspBuVwEqoT98 +0gN89o/pgaj3BYjBre92IDjdeL2E4XsBuv82ti8OXO25ZrW6XoDm+DR5s8HD +IpLhJ/4VIO0wusBysM0l64xs8kLU/L3/QwtY7v5N8bu0hYhXPl7kHfirbdCR +UoZClJCtFfkJjHprdi6xFKKdf0e+LYH5Y4oWTrEVousmg1I74CO7GnN2JwrR +YH3CY+ozEC/8SD9JA5Zi1FlhBWuQiwwyHC9EhZ5HFfnAH/bR2wQxFaIjA0NZ +EuA/zOpqBvSFyFcwcUsJ/FagiiOJuhDNROpqGYK9sl1TZUkLkeY8Q8l1MFd5 +l7fpnwLUqDCy3xu8Y1CWO79cgLjzH5uEgDkL7jItTRaguH36NY/BFc8Dl+wH +C9C2OeOhAjClMtY0aytAtk3v7Wr+fx+td+RgRQGS8DZgGgJr2sYyK4YXoPxh +Jrdp8OfsANdrngWIVmTs9Tr4zLJSwSTM7/SS4V06DiLh13fD8ibeAqSmwjJ0 +CmxTynf50KECVPf0w7nzYNNzrAzbq/koytr40zVwFedz0heV+WgDs4qZgU9u +0vg8istHVicmYpzAMQUHfrG65COxMRNCJHg/h/wjOa58NHnNLO81mPHbYwvP +4Dyk8uzEzijYR7zH54JRHnpO+Vl3Fsy9+y70FeyPiHZzcnJOWP9CZyW8+3OR +qITlDXmwr4PHbjhVLgozVL6rDWZrvThiNpqDPnuLRFpx/p8P9Y1czMtBEbVk +RH9wZs7VaHLxHDQtWrzWCDZeCc5r0M9GCYI/vC9wwfdtbX1IP56OfnAEh3Bx +Q7z0aUp0TCERKck7J18AkyyHKRNqH6FMa/0ieTB/qfs4DdcjpJLD22MF3pB8 +v59kXwLKPfn2UCa4dE/7PtX1WKTNwviYkQfuEwZWX3WWEFRJW5RHwQvnsS2h +QyjVDNFTFVQcAyuRXGZaR3rI40BuM8f/zy+wXcqbVEYXdp6MInBAnkJGRCA/ +rp+PpfYBNzFlm3eRWeOWDm/POfCuDwUHeZYPPvXSK2ADnFtmG/Ao8C4OaHSP +JjtLJGy9Dp4gtfTFclU3n7KD373mcGSkDMCdWRYThuA9LRO5sIwHuPeuonw3 +mN4yaOqPTgQWuH1FcxT8UL2jk/FUJI5xlzX7Ds4OnP5zdzYSazpc9t7HB983 +uol+wzUaD+mdfyYBfs0Ve9n+PNw/Wvz1iuAGY6HvT8LjcKLa2U49cOzDtbe6 +05APyHN8cQfvBgUS5GLj8bgQ09ESsNrwDkf5+wR8mZ+BvR7Mt7B0J4fzEU7n +OSLQBeYdpMX/3B5h85PUitP/t1cTHz9PloinqPfusp6DfM+2m1SV5TGWo9gJ +5QVf+mH0XMn4Mc7d/ydRDDw87iGZmfoY2/75UaYNpmlvHlE+moTnZmamI8BR +EpmX7vxIwhuuYuxp4G0rkSQdvmRM9uehWTH4xp1lakHLZHyKmmvsFfjvzSOH +v3QmY/5Er2OjYONqztlquI8lT3Roz4DbSu1vPuRIwfrnbd6S8UO+5FtUx3Yn +BdvWV1ExgC3IePemslOwh+x+JQ5wipTnem5XCg7o0XooAman1SBaLKTgaJ2c +Nlnwa5nT3sw0qTjt49qeJljYrrb+7blUXGRHkLYEt7cd2BegnIo7vL/U3QcT +Sg6mfb6figdJzv+OBkcNE15GJaXiyfD7IhngxsNlyZdLU/EK/TvXUrAhtazd +Ek7Ff5+cIDaCk1x94rMHUjEll/NCD1jO4FiR0VQqZixr4hkHezb3GrCspmLO +SzR28+B3ahvuU9upWOSlSe4WuPalxEI1WRomKD/7QiEA+y1B4n0CTRq+NrjN +xgQupZJyDqBPw8YmKsbcYJl/AxT+jGnY4Vtq8kVwxMy9U/HMafi28/zwFTBp +k5r6C3Dwhji9LjhPNFJ9G8on+Idp2IBj32lu6x9Nw1mUY1EeYGpvHtXBQ2m4 +NJ6nJxA8xVZg5EqehhtYvSni/3fQATPhf6n4dV7XlWzwh/S2kuM/UvF7fsag +cnDWJl+t8PdU/O25HW4Bf+/cOOz9PhWvyzzfeQtmPTVht9qZindfkUl+AheM +Hg/KrE7FNFq63ktg597jqmFZqZh1PK/mL/hs/WJbRXgq5rX5uU4lCPFz0Sg5 +m0cqlr+V4HQW7LKRu/xGOhVr7k4Vi4P3P+DVYDmdis1DhWcVwZcWef407E/F +d1P7rezB2/SEF4daU3DYGfasW+D+eVW91xkpOOmZ68fg/8tv4ysLPim4spnW +IA9ceWv7rA9fCm5RME+sAofyPjRbIUnBvX3Egdb/6/eSWEyOJOO5KTW1SfCC +WYHwtXvJeMMxPXwV/M/2+tygKuyHX4tdu+Dk/QqXFlhhP5BHyp44TyQsh9tI +fatJwvp83WLG4OyPx3mKxh5jl1h+NwfwOUOlPKXcxzj0V2zxbfCxG7YBg46P +cX2LPtsjMKdAhUPtViI+rvNtXy/YNnIy7BplIp68t9crLQT3R3wYidrfeLw1 +aU2uBr6vbBS9+jweH1HoQsbg1saQF/2u8ViOLrrqNrgoy+2H1VQcLshnTSkH +p5tNjTz3icWOby/anBaG8/e87zt6YgQOEklNPw+e2fNJu3I4Aj9J3hmRBhcf +pjLNdwvHvVbtSsbgKC/6clbhMHx+Q1PwEfga9a4HW8lD/Ouk0x8yEbh/bBXJ +REICsJ9bbuwcmCxlLTeixwHL2Rj+2QSnPZM5MERpjyn1aW0oRImEHz+YZiKU +bXDC5bti3GCnDq5W1kITXESu/ckG7PZAMOevqTgeTt937gs4TDjaorzDCqXF +1iWugJmNfjYEKtsiiyDn3X9gB15XuSPd9mjh+ocBtgtEwnu1DZ9XdTcRiWil +jzHYbLydofipB+LvtuwaAfueLhKMy7uHfjQyCn0Hf928LSZQ7YvqynpTf4HJ +fnzgPoz9kFyiuPPRi3CfqH+suf7GHxla0DFogXOa07a9xgPRSe0uP0twiYrY +kcfaQejrFd9ZV7DopO+N3NdByIVvriHm4v+/1xl+dC57gIJ/Y6tecPUZGy9h +y4dIZe7WmwnwqdW7SxyvHqLDE+cuLoLjGTmyx8+FoLSXyZRUYrAfqDqmH6yE +oIpI13JFsKyNSZ+xYRi6fZ+LxQCcnKfbtp8Yhi67TwTZg7kXb13T3gtDXfqK ++g/BOXgq7FN6OJo4fepfGzioI23WtjECRb3/d3IQfJhJ9czHvxFIJvIjYQpc +Vxf+k0QyEmX/Sg3eA7tkPz6kUR6JtIp9CmkvwXg4DLNvz0Si/eYGr0+AE/eL +mCkdj0K2rxhopMBNsjUDc35R6JjvTwFVcDV54sW6Z1GoS2hQwxh8fiPg+PnR +KOT9vcL9BvgQxa0uTZJoxJsW+8gHHB3gn8/GE40+qLs8DwUbk/urP1KNRhGk +10aTwLNqY6HPnaPRkhPV8ef/t7e5L5zkWTTKOD0v1QE+2B1cfK4rGqm/f2U+ +BH60dJqK4ks02osoDJgGn6mQkEn8HY0q0MPcdTB3Tue+kYMxyOqXTQeJOJy3 +Cv/E3xyPQfTFcjOHwb9at1Z9zsWgdrPTlKfAIwxaxpPiMciLnoRPEEye0zxI +eiUGcb36rCoNJtkrH/+uFoPe32t2VgP3LS+xhOvEoFCh9FgTcFAih/maQQwS +/3630hF8njso7aRxDJpPNRq6A376TGmWEZymLv47DCxRYxT4EcqrkjIxpYBT +S193e8D7dup+iz8F/620v/oJ2iM6DRvXgltW1dJPQX/MT1f7doIDfO1SpSVi +0OH38ZnD4KQDP85e5o9BLyPcXn4FX/pIZ8Z2Iga5I43pH2BDCYLNd+oYdOaX +ANl+CVifUV+i07ai0VARDfcR8NbtcnXC12gUbLaoyA4+0K1xaeJNNLpI33Pj +PJj+bNOWa1U0mukqipQB++x2WZMmRyMlIfs+U7CrADWFpHE0+vPtyvpN8GaY +0e1Z8WhUkspx9B44R8108+mxaERDOqWfChaOFB307o5CzXXYpwh8c1NfLiE7 +Crk4ZabVgZ08y1ZHbkWh/hGTzyNgUdpSjTXWKBQYIUnyHaxn+md2cCESiSCW +M7/A4tK5oRv1kSix6L0dvSTcB6LCFSyakeiq2fPQ0+AVs2cTXCyRaONIYrEQ +OEDnnnbUZAQyvKe1rA6O8VbUC3KMQGzqvV6R4OdL6M67m+Fo7HNLQir4Sb3q +7T/84SjRtbLiKfiBUYL+t6UwRBOftNQO5vns+ZnuRhj6O2RpuwO2dtq1vaET +isaNfus4XyYSBKJms0x/B6OkhVn3e+D6hOuntQqCkfa98dhw8MqU6n173WDU +k47fFICtvwscPVTxADV8CZf/DH6RGU38axaEUu1OimpIEQkdB54q/BT1R7ob +dFpmYPuXbz//9LuP6EJJXW+C21VWxUlf+aGwormSULCIxnpZoL4v8lmsOvMS +POHzl9vO6Q4ydFekF5YmEtYbJC4s3/dEjH5u6/QycD7/2lJtMzBH/k+eozNg +TRKtPdazJmjuxXa0MFj8Iq+YxD8D9GIjmE8TXCPQ/LKwTAuZuqXaRIOZxxMW ++NYvoFybthEKRCSYF/8mPd2njamDKDiZwLw3QwKM6vWwV7aaBzdYLFJmNe6J +Ib766T3tVXAAWdyFqxrmeE5/UTEI/Kwvxdir2hYLqjA07IBjcsO8bFlccbKD +ESUNAfIFOs4pEj43TBKaqX8crPZT7oxgpxseaOf9KQH+eOqQBOlvd+wlLc3v +DQ7gSdxskPDCn0yC7oaAxz4dk2Tv9MIKd1+9fgxeMzl3lkf9Fmaq07KrAS+b +KZbuGd7GDUL2mevgkmaRMUEtH8yh8WyJRJZIsPtBF/3ztQ+Ocl6TpAPvFy77 +yCdzB5uV3B0VBGcikbVP7HcxCWcsnRN4aesNHu+6h2/IDZvfAyuMPUqqO+uL +By1ZiBFgYq47zUy4L87PyFMuBlv/Hg85J+eHFZnqg2bAn0t8h2gT7uOGI0fe +/vr/uVmZPdf4fSxI48hEKgfno13ppZFT/phxH1vpKbB5DC/HTp4/jvjrtSEA +3vk24Ow+7Y///X5LkALH0XGekzkcgL8t+I8Ygh+SFz8qUgzAht/HTl0H78q9 +unLIOgD3fhF2vAUmkBBkpO4F4Orhr7vxYMqCaus/xQGYu09KORvcYL+xGIoD +cFr340dl4N8K3+9MDQXgoBZF3jfgwaNLEptbAXijPtvjAzi85/P1moOB+Eb1 +n6ZZsOi1pXgZlkD8kahNsQEmpztrn8QTiDWLnmmRyUP7xKKCpguBuCOXLJ0e +LDmnz1lFCMTiGWYz7OBNvb7X3qqBuDS5Vug8uF33QhStXiA+lXD4njRYtZ/s +rrdZIE6IcuhUBb9lXS+vtg3E5KGth43BFNNlZh2OgfhuIKuxA3iGo7ejxDUQ +r9zzzL8N3pYMFHfwDMTWt3tXgsGzlEEndm8F4hE3LolH4B6+d/PO3oFY6eb9 +BzlgdDuA8wW4yW70bTn4oVOG3dTtQCxkKcTcAk7ZntSb8wrE+cbh1r3gHKPI +sj73QMysN106Dj7JKiCR6hyIIzUub86Bvwd69Ck4BOJd5UTZTbAm+YrxuFUg +9riyHHngCuTDJ6eH9YwD8YyMwvujYGZlKoVGrUBsLJHFfgbc7mTTRaMUiN+J +bjkKgbnv/fRVkw7EsoJaz2XAPDfjsnyFA3ENb8meGrgwvNAjizMQ83KQqpiA +z3DsKtUxBuL0E6aJN8AZGQEPuigCMR3z88/e4KpvO3F9mwF4k+a6ZyI48qMQ +54fhAOxI8bI5F6xxfLrnc2sA/ryPhbISbCd1IGSOGIC7NnrS34IrPHYojz4I +wJLrHLMTYN8n1gYSTgGYuOgrvAAOnf7S5aIbgBMnBbvIr4LlB1LozwRgyolQ +umPgZ1OBX0IoArDvyKQxB/hrW8BJ/jF/bNOTsIrAxb0xQ2fs/LFIzQbzHTBd +czdFkeN9HO/mczwUbG9W9UX27H28xr994jG4WfYIQXfGD5cX/DtTCX7inD77 +18QP8yeTCcyD09K+iFKL+WLuu/SyRgoQv4fVP98quYMfiiXKXwcLxJJkCure +wd9+HFO4Bb4kHCWktOOD826yqMaDT/LJR8op+2B2M3a9bnD612M8x0dvYxaC +4A0JRchXHR+PFr72xD475TcVwfRMnwQ8bDzxWL2wix74TsCuW+I/D5wkfNHT +HXyXgnl1+7wHpueQ8isGk72spmaLccM05CrxLEoQD6wx6R9zcsQkvXYv/oC1 +nxza4kgzwjSMkkuUypAfaaXSZbQbYGZL2lPM4MehFxvYV/Sw0K/aYDEwgbIp +742CNrZko9T0BHcdtqq7xaCAW51KZpbA4nTTKneNeNG72vssO+Cd5HunlihF +0TiJjhq1Ctx3p+kfXP0ggX4k/q08C5aOFaKzKJFHZ5rV/OzB89KVxu2Omijo +0OrRSbB6mbGj0BdTFGPQrrAK7nThhIDZHKXlJN/ZBbcytMSuDligqouEL2yq +RMLFyTgbISMrNG0WX2IE/jDH2LrMZotWntp9cgCXJjpIPntli7bXJeh8wE59 +5U4fXe0Qfcj0rSTwL0Z/Kp96eyRfJio7BNYj/XKy5uwNpLlF4TUNzva0LBTA +N5Cp3MfCdfDZt2l6n7Qckdf7YBo6NSJBfi+dqtPlJsrfHRlVA+ffPt9OE+KM +KpRKqEzBa1uC7VFkLqgp4b70TbDoNGI5FuCChrl58sLB+tfTE/ldXBGZho9L +F/jPKmnO/kdu6Pgty4xhcJzFXPebNjck8kSpdxosvSYmKr3uhixnmfn2wGmb +axEMKu7I+9A+o0PXIP8djE7y8XJHMaLzocfBHVtDbIEZ7qjJ/8X3S2DDvYX3 +vovuaKggh0EBvHp276sLnQdaeBMurwuO9GA4SXrBAzEzG+e4gd/HHX1D5+2B +zsvI9d8HLyva9ocneSAFW769KLAvrQpPfo0H8qrYNi0Gh9GyzTcteaDI99OR +deASms0njeSeKHenp6ETzONGImR6yhO9OFM9PwS2lfpCkiXmifqVnjBPgz9v +yAQEq3miWZcHimvgB6rFFw9ZeaLdxJu3d8EHw81bJLw8Ef/U5WFWdTi/X13l +C0zyRPIUnKRnwVkaDNUZBZ7IWIBG5BJYJPSwsVW1J3LX+WV5FfyzNZr7LfZE +YXc+xuqAbxxMujDd44mysjparMB9ZRU1OcOeqLazdNkVLBFbu0jzyRP1Liay +3QfHh2aJcH3zRF+P+KlGgRd6NTYW5z3R9iW7u2lg/6u2ddYrnojO/FpxEXi1 +59/ByHVPxBN8cawW/LIg8rH9T08kU3KCohM8uJDIsAnW6z8gNvR/e1sBujJg +p41l2ymwJJPFRRmo/4Dt/aNVsOAJYvHWsidKk2tp+/f/eCRP1LpC+5UOhevU +GnAekpq4F3z1RK9jYthZwTpufaTpHz3Rl5rbGrzgM7K2T/VgfBvj5vfFwO13 +FJ4Ow/gP7VMkXgHPsRZZHH/piTh5zn/UBh9lCZTmr/FEl68xUVuBhXI1Wg4+ +9UTannsSrmC/jFHX2hRPdCN11sEPrH5vavVCuCcKwH3JkeCoG1uLoT6eqIw6 ++/dT8PxanUmtjifqFA7jrAWTVy/cTkae6KOBm07H//Vbak0N+TwRVT6hchJs +d2nS++GOBzrdwzu5Aq4cv/J686sHEl+jO/wP/Kmwg1m/xwPZS005sWjC/pUZ +CP76yAO1DQfyaoNbvn3+ksHqgULCmkKtwBpNt5+QbLojFanNGTfw+8mfB9Cg +OxrIcyqIBX8/aXva6qE7mvQwOPMWfHH0Nl/zZzeUz50Q+BGcOTD+1L/KDTmM +904ugstsWsrlH7qhNVm5LCotIkHmkIX0Nx43tEcnwKYEpsxYeXC2wwW1dVy/ +ZwC+4O5sOWXqgkJ8csftwQV/6qaXfzoj2kmm1IfgzPnMbcETzuhk+X7GdvCn +Vd3Ye2Y3kdS1scMy2kTCtfw23ueZ1xHJvqOu18BETs3hl6evo46aa+9MwbtG +8ZXv8uyRKlt71D2w/Iys/IkCO2S8SDz4AixqMFzamGGD7oQ/IL2gQyTQMNd7 +qk6Zw3oX3DyrC/FBgvDgdJ4qsr+cQCsBtkwnH3OIVUbHKn9zKYELHYfvyvgq +Iq/0Jl17sE3DY/2bxvJI2FOlKhes4PGYzMdIDJWy2zsf14P7QNRDqmnqDDZN +6g7mA4s83035lMGHqWkE0iXAMhZObie5hbHj5s8eA3CNZpD6TIs45nkXyJsI +zmCelXnXLY9z72V8pdGHeH7wqcOFGU2svU7y9zjYOHbEMaRRC++7bkt/Dmwi +yUOpGAP3lfY5WWUwnWyi28w5XXzi7IvMh2CCrASzs4IB7s1kq00Ex8jqKe0j +N8S+DAFv88BvhXcyy9sM8fiewk4rWMhDNfGiqDFOeT9stAte1ulMW181xUpq +4u6HDIgE9hEWVstkM7zZ+iSMDTwfTHav4LI51ida10mC70zFeKbctcBHg9cY +vMHaZCQfqucscdsfHf4Q8FnWmKkb562wh2ud/GPwQiZ7sIeXFe43vu9RDe7K +EO91/2OFY4Rp+lfBU4w1jxZXrLHSgwdf/4FzbiZvn+e0wftHtjeoDYmEaNun +f9YMbLC3z/wJXvBDkQnNbw02WKTHUlgMnBpFVs2wYIOXjo9duQIeIrnc2sxk +iy1x101LsO3RK8e8XWwx6xEZfxewnmXBxZBkWzxs/TzBF7xxY7uWGttiZfL8 +FyngUA3fUp+DdpjM8PjbQnAJ0nttwW+HW4oTJmvAQSaXEpuu2WGRa4EUA+Cx +Fpw9GmmHlzK3WL+ATawotJOK7HDhmqvgMpjpyLXEN+122FJuVvYvuInT75P3 +Jzt8PNFc76ARrIfhT41Pftvh999HHJjAStVfRy7R2OO4S9d8ucA5NWQLaqft +MdnE5TxZcOZ+K/fvCva4hb+6VgNMUTA/6mhgj33u8/WYgZ/e7jzpbG+PRfpz +Pt0Ezx3Pv7PsaY+XT7Os3wH/PXRYdNnfHhd5xpGFgS8yXyh1jrDH1p0UzElG +////cZmp2yN7zMbkfy4frLaqObiRZo/fO2zIVIE7T85X7M+B/jU4a78Ej9sc +rHpcYI9VaL7bvQMX7b7JryyC/pqb3vkIdjVMdjYssce4fChqAeywMXkgCnx3 +n2r2FtjeZPWeerE9vqDTVk1uDPud8smPnEJ7vJIv8YoB3OhAmxOWC/3dqBg/ +A875FDxIlgH9VeJdEQLrj1DOMCdBf9Oy9iGwDq2w+qto6O8i47Fr4IhvH+Po +g+1xvHQMrwm4s3tV4Z+PPVaLPSB1A0z9i5otwskek0/5aniDOYXU3jWa2+OX +Ir+sH4I5FncEHmtAf4Nv3n4EXvXRPcGCoL/vp8NzwKN5fHEqAtBfHuOMcvCC +d3kkP6s9tnmj1PEG/OVBUAjtmh0+eeLl6Acwbrz2jeGDHR5zubQ4C370gC90 +7KUdVqPnpiczge8333OwIMoOk9tmcNGDy38ffFXjZodbnzNIsIPTU58/iNWx +w2JGpJZSYM34MqOaY3b4VPYk0Qss+LzjJEeULQ7xL1l/ANZ9tSjQamOLV8y9 +Lj4C7+oKlTBJ2uKmE5TNleBexUKL/V9tsOGT870rYJNaihtW3DYY3/1zeBf8 +9NW5o3q/rDG3cbvOIVPIF1dlcs61WuNfzAYT58CSJ1pKkw2scXzS/QUH8IWg +N+sHfazw1i0lQR+w61TNuyppK2ypR+8RCtZZIJVy2m+FBRkK/xSA/+zymvCG +W+Ke+LeUX8HiM8LjY8wWmDSajcfMjEigLW/W+/TZGDs6zTg6gU0/Ktp81TLG +g6oVZffA3AskOb3tRjib6opYGvha7Av2u/mGWCrs5tVRcIrSZ5cnxvr41oMG +Gy1zIsFiPqzyZb4Wnr1jmH3VAuJb7omPnlQEbHxRbFIHrF3Wef3eB2ncu3aU +3Ro8k9/ra5J1GVdc78u6D46bvfI1+vwl7KOnkFUHFhH/skv9hh9TCl/IPGtJ +JNQX85a9Gj2A7i4d+XwJnH2N5MA+xaNo6enqCQVw/r7vuDrxOOo/+SzDGqyk +8JJ5bz83SqE5k/EETNJa1/GFRhTxzh1OP2QF+VNtMtW1c7IoLW954jg4nbxZ +V+uYHKKxeHOcD/yD3adzcEcOrY2EPFEAmxO9PE91XEH17f/S/MGh/uGBRBEl +xOc/MR79f/nIr9/tKZRRuuQL1vT/y4dwIaUPyiig0iutHrygH/nS1EsVKWUt +pq6Dq0PNRfpD1FGDcfeHPfDnnGNtPfIaiJ/xKQutNZEgVm0S9PSfBqKLtk7l +Az8+sVfxq1oTjd39kGIDdip+lvyNShupiNWNuYMNr9rRhJpqo6b1ROYAMNVf +3QL/Um2U7aCZkg5muuDC56Cogxz0XyWPgCV5Fof6HHRR19Db2K9gsq9DR8Of +6SIOreHQdfDlac25pCVd9Fl1yvuQDZGw5I7Tim/oIanuWdfj4PzptevPCvRQ +qsLK9bPgfSoMRX+/6CFd2b8GV8FkJ1lygjT0UVXLPk0dcLdhnEhdsD46LEWp +ZAX+YfR79mK9PuoROybuB06mESHSshogWf7zzM/BJ86QOJzsNkCZxRfp2sE1 +Kn0MiWsGaIdbinIAvFU8WqDJaIjqTytvLYFHUed8pqkhYszSWNsGn/Q6zCbs +Z4g82fTnKG1hPjLJhanTDZEgk80YJ/jh2mv+1GFDFJV4o18E3DTw4Kb6iiGa +P+L2mgD207khpU5uhBRib79UB+dQp0enshmhfBq/elPwBX2j68LCRmh/xIMK +R/CKU/si4xUjZEERUeQDtkgs0VfVM0JNwXHZIeDFF7r/+myNEOv+5JRE8Pdm +efVCDyPk458RlwtWebbd33ffCI3s5IVVgH+Ht3KphxshkbslAS3gu1vXD3Ak +GKG4zQqfXvDlKnJZzVQjtOJV5zYOjnuBW0czjZDqj2aHObCmn19YY64RKnLt +sNwAB72sIP7LN0Lkyz2GZHYQf4QdssouMEK2jgOa9GCSlwrzBfC8dXZUiR3c +9e91Hh3UP2n3mSAI7mT3IvuaYYR8p7+JS4FppnQen0oxQuMWi0Iq4Mr7Bhuv +44yQ+Kd1XkNwmjHlp6lQI5RkvMVuD75QhBic/YzQz9FdZi+wqvDEPWd3I6Sp +d+BIELiC251yxsYIlQ1SH4wDN3GQtn/QNUI0mvT7MsE8ChWvVeH7Or5l/vPs +//Ju9ipIxAi9Vjm1/gJs05UQVXfSCHG95pp/Bc40GZipO2iEJttEPnwFty1v +ZZlPGCIZgsTAOvibMg81TZshetKMuvfAbl/VCjWeGiL9erUXx+2JhNjdJ0pF +zoao5qJO5VlwIWPaXIe6ITpSbVR8CXy8Lno+RNAQ9RLtU3XARWG/flEtGKD3 +9bjVGmx41muhos0ATbUzL7iDH3KUosFUA7TxoUcyDvxMcCQjXd4AsZOf/9gL +durUvb/4UB/xHQkj+whm8TkhSqGjjy6yTfEvgmk4/E3fnNRHKiKP/A5eJxKM +LMq+2lbpIU/zzZMKYKFLklshPbro/g1NRT2wji43XVy0LgrzKna1Bde6i3V5 +aOii9AiTl0HgO0I1Tz736aCuWmyFwSKn7S8d6NBGrIfD8sUdID5/3pCh76+J +OFmnehXB9O8SBGlENdF5Lsnf+uAXLFEi1L0a6Mrlpau3wLez7ta2PFJHztc1 +ZyvB8tS5Bp+OqqGXmJnv3A1YT2+of+xOK6DrbsXlJxzhfJp7+IdMXBz5GjAO +nwOf6UjtaPwlhhJkHmxJgH1fs914W3kRNdGYyeqDmSeOqmsLiCL6YrqhGHCb +ztNbHIb8qGnKe2MPLOcuuv+G3RE08PobK+1NOC9I/cqNeQ6imXItxAbeOnFu +NoJ9T+bI/XNh4uA4dMvbp2aixZ71C4v7/+Vb7sVv3mTAR3QUpKfB6UazB5ZO +8GNuyWqrNfD7SPWylquCWOo0e8gu+ArPu1HpC0LYfvXPO1YnyK/+Rkyc0RDB +TZFESx2wtHoLgdFWDA94sD60Artc2EoVsr6EZ4xCi13BKgZPMgzMxPERXqsf +kWDygBLpdBVJbN/BENwBjiOTbGvbk8b3ngUWDYIPWDwMJP0ug+MSVnonwSxk +/n+2uhButHx97B8Y2+QkOb8kYLp/955edIZ8dtq6o9lODnN/m3sjD6Yd5w4r +75HDl9/orWmBy2fvq44JyGP71PMSLuDE9zZNeEUeN1782lMIHp7pcAk2vorv +l+Seqv3/uUvSj991VzHhlLVXJ7jj79KM4FEF3EE5deIbWEXwUMF8mwIO8cv2 ++AlmyYvls2NSxEo/LF7tdyES6t7NJz+5oYh7Jz67nQbHO67XCVIo4RjNzE4h +8Lfa+yUh2kpYs9OMlQDWn7hOFvdECY+UfWw3B9PLlPuXcyvjz4HjjOlg8+27 +e5vsKjh7I/XmM/CJHFmFCiMVbH3T6GXD//WvfV84HKeCZ3THbnwAG9gldrb/ +VsFF3cktc2DluK8lTFyq2FHG4OgW2GOJRo1eWxWv8rxvYnQlEqY1aRn/5avi +qvTHR7jBPxY8jFZ6VLHXET37i2AzXd7osBVVLBbC0HgFPJB8n9h7WA1vbQ8d +1gXPfHk03SiohhtcH9nagG+y/PE3UFXDvt+0X3iAI07okuXYqWEZI3raIHAs +5x5zmp8aJnk3YB0PpjMriL/ySA23ycXXZYNFjn+6mVuohoPrNGkqwLV++N3z +OjWswE9nhcGqOn5UgV1q+GBO3/N34LDJ9WTyITXceyyW6jNYekKEWfmTGo6J +ULdYBiPrk7qq39Ww5t6hmh3wP4uZy3SLapje6y0ljRuR4DOcOpO2ooaH56LM +joMj6p7Fr6yq4SQztSo+8Js572xasOEgNYUkuLqz88ku1GdVfGOiDLYbVhJu +m1HDHxsjKgzBO9anRM2+qOFMIZUDDuBtZo3koRE1bFlw0NgbrFqOvM/2qGEO +1u6yELDZW9HDNk1qeCYmjDQJbET6sjm4VA0XkSoZFoAJ1ATSR2lq2NGHglgD +jtJXCUwIUcP8y137OsDTX09vh7qp4RWrEP0hcGQEt6aPoRqueH/12TS4qFj+ +oYOMGr7wskN3nzucn4JNgmZkanjjQnAxHZgjyhs5fVPF9cXyu6fA+559to9r +U8XSj9qeyoAPsbq7C95RxSSUQTvXwDOc6yPVWqq4zVdWywx8dShW245XFSvY +v9y+BxY4c7XRtl8FH617pBoBPv5bKONrvgqepLiengI+JXcm94u3Cr5bfEjm +Ofjl2OPfNiwquGzJOHAFrONE+1RUVRnfkxYc3AFb0Y2TCjMoY6WYfRzUHkRC +FsPZ3+8nlPD0+aIOHrCV1CcP0etKmMnzN4UVeDziyacBF0X8rf21oSvYWuXq +nVoBRVzFkF7sB2Z3a37usaiA1WrlVNPAMw/3bkXYKOCAP7ExQ+Dss7HbXxWu +4jl/vmMKnhBPrObGtH6Rw8/7/9npghtfqfw9FCuHg04P1FqDk81+yyRLy2G2 +dm9Df7BybpLJ3RRZrEne+aQe7F2X/l1CgYBfRFmcOedFJAQu6lFW017GEamJ +5+luQT7VlHgsQOw8liuNEz8Jvn/mmWzHGwH8tyVKlh/sUav6UMiKHzt9C9ZR +AmuovI34GHUWa5y/5R0Artof+GJrngMzdOrhNbCJGovqYPoR3Duq9XoX7DRa +xna27RB+uHBtgOY25AujGlw1mpR447DCV97/7aZnJbH/b8sHYzEKKzCJyS3p +fadXZTLXGDUGwNH0A9wSVsxIn/So4RewfZ50574JVnSY8bDVMni/23zRfY0T +KOAyhedBb7i/bIIvUTGcRjYhm0myYPP2M5ScPVyIl23scyV4ds55lpgliCYF +h2cxmJHm71HxZ+dRqmz/2luwpp2naoaREKK6/nr/AljF/OARaVNhtFRZz33G +h0hgK808b6AqiioVU10SwLHdCWxZvWKIcW72aQ54kNzmi4XUJeQbJjZVAV65 +45JRXXwJKXQP6fSBj24daN7vJ44+qtBK0NyB+1tgknPwgCSSWzT1OA62P5L9 +tdFKEj2NfPaMD6x7OdDz+H8V23c8ld8fAHAjW/a9sl33Gsm6Nynknmt8lRIh +lUoolZHR1TBbsiJ7RlJWhCiUxKkoZZWVWREhxS9lz9+nP9+vs5/nvM75nNdz +nmo9xGzeLWsGnr4g70o9rY+4LYLZQ8HJzmKzfnd2Is+ptp1J4PtnGgTbR3ai +jmj5izngS19jZWI3G6DMDzXjr8FGLfs49B4aoA3e/Art4BjdW3aUcQPkKnT0 +6BC4bGIu8ZwCHWlbLbSsgx92iI1tjaGj29OmXIL+xQxJZp1AwSs6Wo9LYsiC +J5en6dem6ciZNuKnDv4U93blhSxCje20JzvBGTMFa8fMENLyufZrL/jL419b +TpxDKEn0o+JRcImFa0ZLMkKOBzxS/cAuxsPJA70IvZ2pbgsHFzz9gILnEdqS +xMuXCnYvvaa9l4eBYrfZmeT7/7vPH8sXRWCgua78oEpwqY83PUSegY5dnKt8 +Ax4mW69uV2WgV8T/fneC50xXo3NpDKT0NGHzCFiClrz/gy4DRR36duIv+Oxx +x4pKxEB/5rUy2AKKGUUbrpramzDQodQrXcJgfYvn9+t3MdCLHa0CJLC9p/bl +KTMGUuiV3q0FFrpAvT+wh4HC/dyvIXDAn9ZfseBJiefPLcB3g1/u3wj5rZ9z +z9iDX6rydtmYMtCzI4fUPcBT6VWJp40YSHY593QguNkns3aXAQMFp8/cjQR3 +nmRNWtRhoHF9497b4J6jRzwuazKQxUCcSCH4dhlHaY8SA5UHDu6tAlvaL3Tz +yjCQhIxmyLt/9ev5MMVFGOhyTVBtNzjSs0KWlZOBRuyb50fBR+qOSiVNI7Rn +TZI6Bw4dOsQ+2YnQo0xXN45AaC9QNkOwEiH/r5yfyWD1xc+kZnifX6/YEreC +NS8iVqY5QibyOZZGYDnP6fNLFIQEnQxfO4KDunMPNn+go6ufs+c9wUMxc270 +XDr6bcepHgQWej+xMuVLRx+tm1LSwPednKNJUnQUb2Lr0Q72+CGQ6LbXALG9 +enp/ELx40kDFU9QAMQ0ke6bA+q3lm7/07kQ2Ol+N+IKKGbnHNrVKndiJxFRc +N5mAV6YcHlU76qMbOU37rMHsnKJGH6X10ay8RrAjODanNzG4Ww99kvg7GQje +fUDs+eBuPZTCF1RXAd7o4xekKa2LJP8X66l8GeLtafVbxEgddNP9b/Y28OWW +twuG2jpoecy21xhsJyL6229gGxoYlDRxBEeE+vCoqW5Dd9pzJNLAku0PUp2q +tyL5ymf1vFeKGb02InudqrWQUtCg5BRYoFNx1eYdBRmHJV1dBXPxDqTajZOR +Y9yeUf6rEO91cdkbcJNRem552RYwtxVr78guEhJqDd/tCn5NXvymHCeFlmSp +F0fATqWlzjt9+ZD45tH+v+D6eJVOH0FupL013ZD9Gqw/6VZsRoUbkNcujo0K +4PDDDOaW7mX6iFdvtgNY/t2tReRTTm95ea2tD/z7bdp7q+/ceKJRZ/sEWGCI +tFq0yIe5u35mLIK36DxXXuIUxEY/bF02XS9mZPOd1usMEcGVwqrrtmAWr8p1 +qWObcIfUV+dT4E/RZvxXGyTwb8XExvPg1/WzUXkaUniL3lpSAriPzVlz/H8y +OOtEu1rb9X/fB2huvJkkXHM2LH4Q7J5EFS81VMB9F3cu/A98ZFn64MQ3BUyI +zKsTCIb539H3dEmGgm8+8T9iDs6sedb/8IISzq/RfHkU/Cy1RZ/AoYzrG0YU +3cE/ZQP7u+KU8Xq/xXQEOE1jtdsoWwWf30AOb/iX/8fJWHKuKg76yJL36V/6 +1vknZ6W34NCML3Xfwd3tezsWY7fgFO3b6+w3YL2UsxpsPaeGs1h8ZUTBtOvl +rQJf1PCDZlt9BXDHDdnn13ep4+fOwpcY4ELaYcFFYQ1cp/W/REtwU6iU5SxT +AzevND8+Du5kj9wu0aaBPyeGTwWCvXOENFtvaGKWN+unqsCHGZ/29DlrYZ64 +z8HvwPzXPDT7IrSwiH31vW6wkJQc65liLUyevfh5Fiym/VtM6bcWVnt1YHlD +CJynshOmDwlSsfYtmoQYeDqC5zdBnYpNFacO0MA/4j8+1XGmYsvpJqYheEJY +fiEtiIoP1xTE7gdrdw/uuplExY4RYSUO4DFxbiXuIip2tT3V7Al+dkVNTewV +FTNJxhNB4GvaVgKPOqnYf1Ke+xZYz/bR7d5RKg6uWlPMALM1BVUlzlNxVMiA +8UMwV/zTs0OcNJxk9dzpObjgzOCHl2I0nCmTeuU9+MNSg7g2iYbzfly40wP+ +lbw3fqcaDT+qsKkeA9fbEPP6t9Hws2vU3jlw0YBDuwidhl/uE5znCC1mJNQU +lAyb0PB7iUkxAtjQPmDCcg8Nt39vpFHAUzek99lZ0HB/2YP9W8Gs+RYVrFY0 +PBIU6mkE/tm0QWKvNQ3/MnOOsgL7bpUM2Q6eJRgVOoLnm7hk3u+n4bUhuXde +YJ4DqZJsUB9nyer3y+CuE+ktI2Y0LOjfzx4Nltueku4D/dlkWkW6A37K9Fsv +NaBhkkgKKgJfe2wacRfGo/rlvH012ILw/rMhjJdWaB3QCNatMai8Dc9D/6JW +Wi+Yz5R1sIhAwyZGAk/HwWO79XcGcNOwucCvznlwz3g45l6i4uN5+ULEsGJG +jegmD49eKj7DDNFQBG/60PZlTwMVe9NPmmuDtS9+4Zh5QsXXP8mGW4N3vme+ +q4yg4sj7K7lO4P7Wg7rdTCpO9Oyr8wYzGTE8bUeoOJczeT0azDuSqeKgTMXP +SsIk7oA71K5l9G2k4uaDflsfgj998jY48VcLz+QdO9MAzvzPxud+tRY22kX+ +sA4e46xgZRhq4YP/E/uxMRzWd57xrxfktbBbCie7NDgp6Ux+9qomjhv7obMD +LDauaCXK1MSDYaWZ3uBHghkGFbs08Izm/WeXwReMPq2ZLKpjrp6E9ihw1DP/ +PXYF6lhD5RJnwb/8Iwdb1TjUcdA7A88h8N3xYS/Loi1YkqfJwDqimCFcNuyq +hFWwRtmLQ47g9oPoRsgxFWxkV3LOE3xgfY46vKCMXQvicm+C7/kY9VRpKONn +Zoc31oHLOTOVH8coYtub3we23oT6g+Z3vFFXwLF8LIGESFgPZR6heTIR7zc0 +eUsBvxLg1Y3dTMDCl8KFtMGd3oEkaU0xHP9NKNca3HxJpf2wnghOrCK1xoBd +H+oFjObx49QzxvK8UcUMc9nEHdFXl2oP3wlzkwCffPdyXadyrlaio6lcBazy +vrRD9fef2tv0A2a7wEmT8cULw6O1GYRTzBvgci/9GT37RnpWXWj9WtS/+7/r +I0rJ63THxUYBgVsQr3bnDe+4wopImoJ2MuCXpC7OQ5rs6P7tlEl9sGOdrJ9Y +MCfKOfeA6Ae+1Goe83GWHznn/3IMB/M5erTMhAogxc9aD1PAzsnPTfJ4hFDe +7ipUCSYG1z/IjBZGD+QaXf6CN2Rn2o77iSEXW4EnbNH/zqOBU9IaBLQ50npV +GJze7P4x9SsBFc71xWmBr8umqRnpiaOilp/PPcB9B74cPdsigc6ya3EEgSMd +rP0n3CSRuu55yyhwFnnNwpNDCpXkrAwXghMbuz3dqdKoLGDjxnFwiv4cW4Sz +LAq8dcpmDvwlqJ/0ZlAW7b5bk7YhpphRl27Ig47IoS+vPZRIYEdOfmtPBXnE +z9uKjoCjvbN7NFbkUY+UUqgLeP2/9BwRTRLKVr/cfBFcINnHDHckIT0rDbsE +sLWsVLIiJiGX1GhmM1jVc0aO310BaReOPusDp27z8ToVr4DWq+nr4+Dyx3PH +9zxTQMlfpyI5YosZn0ut2irWFZDTtGm7KLil7cYvfRIZqbHf3aQArnmq1WNu +SEZ1Spa5dPCqfs0JwSAyit6R/9Mc/Niy2+FVKhkd2bNOPQquZUb/WHtMRorH +Dvm6gpO0stzfNZHRb49HtZf+le+pdZUdJqMXV7g4QsFP7U5dYV0ko7A4h72J +4IH3BQ7MjRQkWyHYUwrW9bJ5xUKjoIm3Z2Qx+KyokYy8EQVV9GDnFvCfhqCF +j/sp6OqE+MN+cPIjCz+x4xRkvuI1/SP23/9wHgM/XSlok8C77QtgfvWm84fP +U9CwnPxlzjiYD5TjD48GUVAJ1bdeDNwX+H1t7gYF+Rt/5CWDewvL2NUiKcjU +VsWKCha44HpyJYaChM9cTUHgZ0dbB1wTKGjAt+fzPjCj8YrxxSQKenBTi3IM +HHWu5go5mYJ8MsLd3MD3/FSifSCdXjJY6gv2aA2+4gLleV/umA8Fc7j7+G6I +paCutliDJDC9Qq/MDNrPGh4PzgYzZ/0u6IVQ0NlZRmMZeMPXCXIv9H87V5rQ +S/BXurSGygUKYpOYPtgKzm5T26TqTkGtqmZ3BsDbGSG+Qw4UlLbz3vAEOOxA +3Px+GwpytljcvAjucPS1DPiPgrQcrby54iF+H+/ce1KHglbOFVQSwBU33d/z +KVFQQzDrKhlcsGOo4pIYBR3PL4tgxP+bf3dHcifJSLWK56MFmFk1bePZQ0az +jU5Ee/DxE5mRnK/JKGpKONsP7JYXY/ckjoyMX8ffCwPfuyVfZeNLRktJollJ +YJnH3j4D9mTkYkC4UwZ+rveUWK5IRiZRm1J+gF+LOBX2PVBAyw5pSfPgPZQX +YtJhCujxVslEjoRiBkm4x8bJWQHJ90vFkcAHh91HOaQV0MpmuUg7sCpueyJ3 +lYSerN6NOAN+QdzfMnaQhNza5MMvgCOHbo63qZFQj69CSBzYvshwTOqTPCpv +ULzyHnyRhykyLyuP3E+p+egmFjPO3TY3fS0pgxR0i8/tAhf1Xxt2KpVGPfwa +3rZggcPKpe9NpJFpuabHOXDEn1e7xdykkAL71jMFYL4fH8fD8iVQX5buUYkk +eD46C7k3Zwloz4Cp8SLYv2rO2kOHH5UYSDK5k2E/ZNRq3pHjQyJ3J7PEwbo5 +Gu+CuHlRr1Pi2jZwm/tEQF4vF3IZG6pigmVNZ0+PBLCjsD+BWr/AHJM94ko5 +s/QJm/0Oy+B7DfO7Ba/+pVtUkKN5UyD+ih5bGbafphN9G3+qgPUHWRJa0AQ9 +b1U8/xTY/sNNcy+ODno99xOZr2AXiQEpudbRWhW3UPMpcOwQpWPH04naqCa7 +gFUwr7noWeXUqdoD0Sy9UqnFDB+T+RO75P/WDotaJB4Gp24d6QqLX6plk/vB +2w6uVc7zVjLegE9ffaE7BOYTOf5NnsiBG4diXH6Dq1fkS/RGOXBcjs5bgTTY +nynU61lBXFhe9ca1vWC1336BIuG8GG2TW6gHa0eUFz9lFcIlTE5yB3h0twRr +hrkQli6d3DcEZlU6vYMtWQgvqb7IXgW/npKV2EMRxuXydpY6t2G+sF51CNUQ +weTjDH8TcOzU/vrtHiI4Pl051xrsFOwSZlcogr2Ic0ue4DKhqbAxOVGsyp+Q +lw9O2TS7j2NBFKeZ+bdVgOPGtj8VUhXD3GFOK3XgXosZ0vUjYvg7q5b1IDgr +T2g0oVIMH0DiQVPgTtJ/S7RvYvh14Fr+Ctg03iFkGz8BZ803r25Kh/NxNCHv +5FECFtxWrqIMnr7B1xF9lYAvM9NttoGXiqxzpXMI+Oika4EVOEY5It5xlIAb +Va06HcC1q1hanIOId7jsWPcALyxeVaUqEDFxmNP2JriOY6kt7hARh8hPXUkF +N9tHFPd6EfGMfVdhHliY63dMWCgRn0h/0VUODhs8fSQjnYjberJZ6sA3S69z +STwiYgYxcksb+InzWuHaSyIusWEe/AqesLhxzqKNiGXi7K5NgsnDF7J4Bok4 +qpVRtAw+RnicRJ0k4mU+lW6eDDhfVRxpaFggYjczQbZNYL6DqXUtbOK4J3RO +TQm8KGCv9R+fON5V//mQNvgDl1KTpog4rmR9c90I3PW12iVGXBxTUFHxfvD5 +b9Mzp6TEcUJgQs9x8EZpZ2aFjDhme+7P7gFOt9deuiIrjs/NO2kEgPXk3lY3 +QPqgtpldBDjMzm8lGspbMLVupIBTbJ3Fe6D+mkfij3LBjUz+oFxoX21yrfcJ +mLAu82QR+ndbdXTDazCZh3ygm10c87i0aH4E1xjrChouEbFvbvmRL+BwvoZ8 +3f8R8ei39JBf4JP+mrN134jYVj64dAk8nRny7VsnEdfbu/Vz34F4aZTumfaG +iGnpVpzi4KLCkYKJciK+17ODqgjePlNf1XufiIWI8se2gnlv3O90jSHiydip +Mkvwxd7Xjv7ORGy6kHPdAXxA2qtVaw8RZzkctfECX/hpaW6sQcTWGu9mosG+ +terusdMEXJR0+U0mWLT6kUnXRwLmWNVOLgFbcZll3iwh4GdN97a3gkUMy8yP +nYL4deth7i/gSHP31GA6AbvdFuidBN9rG95PJRKwjGuA/8ZMmC+KA991Xonh +65y2Nebg2vkAmRhOMdzvwRd9DDxr7vT4Vqco1u56dfws2Cfey93onigey9Zg +iQKXnSjzG9MRxeaG3MZNmf/uEzk96rARweKB1e/M7sL4JJpSV+2EsPfwuTQ7 +8OocT4EnUQg37lFxcwWraYsvsuQI4kCJJL4IMJvCSKvJLQH8rdLT4h2Y7q5X +tHsfPy6aJnWaZsH46qw3FsRwYQ67npyD4Fdune1Gfznx8ZfRF06D19na21kO +cmLhmGViKFil9DxNQYIDX1TrsnsDTlhhSQhJYcMfEyJVu8AX3/zxaJ5lxZuX +DZdHwIpp5OV8G1Y88L4kY8O9YsbMbdjSBVjwNuopDzHwcECgxPVPa7XRqVJ0 +ClgqfvPdPzGrtePrbQLaYBY/0geC2Uqt4Znwr8Zg7/67jznZlmv/D6GgHF4= + + "]]}, + Annotation[#, "Charting`Private`Tag$262937#2"]& ]}, {}}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->{False, False}, + AxesLabel->{None, None}, + AxesOrigin->{Automatic, 0}, + DisplayFunction->Identity, + Epilog->{{ + PointBox[CompressedData[" +1:eJw113lYTlsXAPBoRDSSQqMxiigyxKoQmbspY2lQKJIGY0LRTAmRkAaJd70V +SvMoFVEZMhSJG6Jcjahbvv1Z+/71Pr/nnPectdbee+19NOzdLLYOFBERGT1A +ROT/vylS9xtMWwXwRPScR4DTlYI//iaA0DfNkaK3ry34438E8DS+1mGzfh75 +uwDsS1sT5NfeJ7cJQK/Rev8ll0pyuwD6DqdGr1xYTe5g1x27HTLm1ZA7BbBQ +K/FQ4kjuLgGMqr9pWlNRRe4WQMzDiJN+Rx6SfwhAUf9iY1paKfmnAG41xO01 +iuPx/BLAlhOOvtr+SO4RwGv9qjHTY8won16W39RoxW2bBOR/2f062xxVLbPJ +fQJYZJ6YOLujiNwvABvvKymgV0r+LYCv8a76k4vvk0UQmpKUNC0TuAcgfE2z +MPnYeY88EOF0ZGWYSgt/nihCYqaJ0vyUHLIYwtrwC97rJ9wiiyPo4bwv0UNj +yRIIqDvwxLW6w5SPJEL2g7zqqaJ8PKQQTp4PuOsfc4s8CCFZw0RffnkmeTDC +rGNi0WkVOeQhCEPn+iRI9+WSpRFU843f5PTw60MRQteG1wt/8/8PQ/BxXpxd +u/0OWQbhk+nhuiubeX1lEdw18kvK42LJcggNS6PueLv6kOURYkXH97gNi6B8 +FBBeHT6jJqUZT1ZEeOHsdyl2303ycIQlhb4fkkNTySMQprbUbb/xKY2shHDp +lVageA33SIRxK1N9vzrz+5UREhpy5w8u5c9TQbi+6368nGwieRRCknbxkq9J +0eTRCPlfklYdaPYnj0Hot8u6NPmxJ8Wvyurd8OG96LRIshrCeIOGZfujLpPV +EcK9Z1rcto8nayB02PlVWKUmkjUR3i4wiZfQ5eOlhZBqs9dm588E8liEOelB +ZbvM48jj2HxI99lyuCWGPB6hVU9EPTabv38CwvLF4TJKV/zIExHaVeaISjT1 +5//xJAQJuQrPJvVjlI82guSiD4kxwnDyZITn28uFErvOkacg9EkWu2dL8nro +ILjKhxlEOlwk6yKIjx8bM/scvz4VYfXu8riuuijyNAR45GXbGx5J1kPw+IUm +batCydMRwm6+NPZccIQ8AyFkVWvRlxBbsj5CFUZLSyXsonwMEAJGD5V9WXCU +PBPBoUxkk39qEHkWwkSrpyp5w06RDRGEftbqas/CybMReqsWufYWcc9BKC7K +0P1df5I8F2HPsviQwSrB5HkIptYFEkbFvJ5GCOtv/Ah7824feT573+3BU0uU +HMgLEAZ4T49RkVtL8QPCtO64APNDe8jGCIUPCjPLjHzIJgjlLgE57V58PEwR +su52VPWc5/NtIYKu86w1gwYeJy9i6ydzoYXiIz/yYoSfxYYnVWccJZsx94cG +KkoeJC9BcHK00TlhyN+/lI1/W2tK4XE7sjmCSrf76I3JmhT/MoTKFP3X++ba +k5ez67c/XA002U1egWDvI1NTec6LvJLNz0Meandf8XqsQlDzei5T+WM/eTUb +34orQ65Kca9BMHKSdvVb6k22QBgeLx+ePnwP+S+Eyz360srZ28mWbH0sK7FT +dd5EXovgt3Sjo4+zPtkK4bx77pMRuJrysUbQl95uNj2d57cOIfehwuTknm3k +9Qgy27Irl5btJG9AGD0w++K3djfyRoTvIlWaViHcmxDkH4uHX3rsSt7M+k2S +zu4ITf48G7ZeYkRKCgbZk20RBIXHHKN1rchbWL2P7BPzV1xAtmPj2ZQ149lY +Q4rfno3PoJm57QssyA6sHw5wrX4/nOfryNbbGg2DTl878laE+Z+aHCdu5PPN +CcHRRTzYKprbmdWr2S3LcgMfv20IbmMeXxck2JK3I2jn17SaX1xH3sH6XWhs +Zd6S1WQXtj5XLsg5fNmI7Mr67TbnYE3V4RT/ToSxenufxhw2Ie9CyFAQDvJP +W0V2Y/EOPa1anW1J3o2gc/GLs+RNa7I7wg1Fk57BF9aR9yBEFUzRcYvh1z0Q +lt2Wc7v3D/+/J1v/tkuOOzfz8fVi86PsnU10E9+vvdn7rELWG/47m7wXQeu9 +0hhPJVnyPlaPM079QtdplM9+dl2uNevjDyAfQMhLzRzcmmFGPojwVDvSNkll +OfkQQu1pK1D+vYLsg/DNZ3JgiAf3YYQaozGqC9PNyb4ILxO7J2pPWEw+guAZ +vbrY0Iy/7yjCkX+9lu9dNIN8DOHd1KJRNyxGkP3Y+ujQzBz+YAzF78/+P++s +R1fjdPJxNr9krtv29s0ln0AYkuP0PFfLmByA0HIh2RIK+fgEsvlUob7v4XPu +INbvHhm8V/Tj9wez+s39ldfTb0QOQfg1y/dMzKRZ5FDWn/KNa5226JLD2P6p +NUX7ifwo8kmEuiF5rwc+7Z7/x6cQpuu9Pd5xXoPyCUc4OiXmd1iWDjkC4e8r +jnMX/Zf/aYS4EevDNzwzIEey89LNaUuGHZlJPoNwP6dKxN2BXz+L4G80s35/ +1nTyObb+UmWXfbrJnx/F8onR+mw1Zyz5POtH+e19W1sUyBfYfI59dPVHQjHt +h9EII8vDss4HKFA+FxG+CMXyJlRrkGMQlkqcfTGgYwL5EkLRtNd+m95OJl9m +8ToFFbd46pCvIASai0k5lE8hxyKcmO1fuUFRm3wVYd6wVLXIjHHkOLbevExz +Dcepk+PZfpmQWT+/nMeTwOpZFlXp+LiX4k1k54lZ3hkltZ1U72sIUntUXtaj +DOWXxM5Pg5LfhZqMJF9HCDZVfu0tqkpORuhqvL86e7c6+QZCY27F9xX/+SaC +peHoE7Pn8fsFCCWdvYFtm5XJyM6nhlelpZ/Ik4Vsf4vcqzjSU4KcwvpR2Prf +BV3NFF8qwpnq861zutoo/jSEHcq2k549kaD8brHzZ6NubaCsHPk2W2/BEkOr +1Xi/ucP69c61qqN3KJHT2flCKlnN6jN3Bqvv3eyaVxkjyHcRDlUKNm2WVSRn +sninaSV0Lub9IAtB/UHqnNK9kuRshFHpheOqNvL65iCIbNq9YV1jAzkXwWXG +pa60iA+UTx5bP982x46985Ocz+ZbZU7RuI4BlH8Bws7JQQkbXMTJhSwfG4WV +UsjrU8Tm14Xv1vWP+fVihG7TLOtdw0TJJQgK+upuxeF99Px7CKWdCZD7pp1c +ijCirTtQrqeOfJ/tT+aXrLcYP6N4y9h5rFY2/oDDd3I5q8/lVfZ103rIFWw/ +SstMlPsmQvk/QNic+jVopa8o+SFCyqmBBibpYuRKdr4vzvdpPsP9COH2pLJB +vvP4/Y8Rrtq0Zeg28OdVIRj4iqZq+PJ6VrP+5f7UrcGik1zDzpPvT3m4YzP5 +Ces3ShFaIf615KfsvPrXzEyPUcmU3zME5Vmui8XbXpCfs/3g10ElmU18PGoR +LLZlK+9y/UR+gXDcb6z9TPXP5JcIzTelk06nNJFfsXwcb7iXBL8jv0aIP/qm +Ynn0E3Idwjrp9gnJhWfJ9QgrVRXXianVUHxv2HgZC7V1BI3ktwiPDkhGZPTw +fBrY91GPr1quF6//O3Y+CuiLcBvcQW5EWOBhIhwXw+vxHsF6Ua9ZkkYX+QOC +2cpJUdnX+PW/ESbk2UYGLeX/b2L1b20VezWTr6ePrH9IqhZ/MW8lf2LfexEf +c/fGfSJ/ZvVf15ph28LjbWb1P+S19dbUV+QvLH8ThV2WktXkr6xfNAcU7Ggs +Irew7wn5+qL9Y9PIrex7c/3JtITsq+RvrF9ELz1b5pxI/oedt5Ubk/1S08nf +2f7f8tHdQ+0euY31t/niUftG8Pe1Iyw+3nbt3Tc+/h0sXsn2MQdE35I72fnt +SX+UlcN7cheLr179g5VNE7mbjVdGbHJoEc/3B+vvJW5Fli58PH6yfKUzJB6a +fyH/Yt9XswffuGLL3YMQkx4X9COT39+LYKfTYJCy5zP5X/Y96bC7a9mtj+Q+ +1j/7qqOD4/8m97P92krkhosnj+83O38n6L31W/OOLCIEj/StWFpaTx4gBDWb +rK8pp3n9BwrhZ/mGWUazX5BFhRC4IuDb+WfPyWJCcLINMbZy4RYXQr6x9ZCq +79wSQih6rhdsZcb/LymEhPoh4goL+fOlhHBwUJPdwtt1+f8DHCoCQg== + "]]}, { + RGBColor[1, 0, 0], + PointBox[CompressedData[" +1:eJwt13k4VV0XAPBLGjSQRHWLRMYoQ/OgVZKhia4hos+YUFS8FJWhiHgpokGE +pHDXJSVNREkhRDOpNCklhSgavv22zl+e33PO3Wetvdfee5ni4rvWXZzH400S +4/H++5s/rPKFUYcQsm23+Cq+L7v+15+FsL2x95iXXQa5UwheOC+7Rkm0+K+/ +CKH7kXpZeEs5+asQDqhEHz8pXk3uEkLQgfZnG6Lqyd1C0GmN+nREoYHcI4Rk +8zUp0jKcvwlhl0xGRcRO7v1eIXjIBuep5HLj9QnBatXxiWmLKsjfhRDQ61nS +lnmZ/EMIW7s8G0arZZH7haAkGTzY4V0ixT8ghN+2v2eUexeSfwph33Vt+6/O +JeRfQrhaHH3NP+0G+bcQYm8WLFe+X0H+I4QzLVojw01vkXkIe6SUB4z53HMx +hHHj0x5sDSsniyNsyd/1c1XKVfIghByjGVNFV7jvSyBstU4uPW2dSR6MAK2p +/ARfAcU/BEFZtNmuoyeDPBRB4oXX1pZlBeRhCPVL13puKSkiSyL4nHJdWqPE +zcdwhDI9ueYFdlfIIxDCSp6N+3cX93wkwqg8pXOvKy+SRyGsL+kZIptYSJZC +ODNhU0tMZi5ZGkH2+PUQw+5U8miEe52vZ+ZM3kmWQTgYvXGZXnM85TMGYcON +san98Vz9yLLn8w0SNaRyyGMRYhNtN/NGichyCF0/ijwX6RaQ5RE0rUb9qZbk +PI7l93FE5iBXJI9H+CT8lBV14Sx5AsKuePfGHzHcfPIRIsWDVhX/SiZPRAjP +DXYuSwslT2Lx/wjGBN1Ail8B4cAQeZeRlglkRTYezyzTwfcEeTKCimJK8rQa +bj2UEM5H+c/gl5wiT0Fomyebzx/O1Z8ywqn5PJ/yukyyCsJowxvf7y9NJ09F +6Nh8xPya+zGyKsLSTD/9oK8HyWoIszSGK+ikhZDVEXRTVsw+e3ENxa+B8G67 +297aaeFkTQRebbGmKI+bfy2ES+J9mscfHyZPQ3CRlFir9eIIWRvB97h+Vmjz +UbIOQkxrsI79G+75dIS1Kamu/FlJ5BkITT73r3qqHiLrIvQECZ+nQBRZj62f +xEI/Ba8gsj7C2e1myZXxFmQDhNbA4bds0rdSPjMRapLiVOXnhZFnIYwtXB7Y +OTGKPBthwugED4e0WPIchItDJVdop8SR5yIMGNSU1SpxnocQ8CwjUGxzDHk+ +glamnFfIi0jygv/mI9DW90coeSHCncG1SXbx/uRFCFPctu2Nf25PNkTQCHPs +duTZU/yLERKCHosZq20nA4K9jMDPKDiYvARBR9z3Wssvrr6WsvHf775VXcit +jxGCbdCUhPpmzstY/Q+vPayVHEY2RrCpi3RJ1d1DXs6+LxF9IcA2kGyC8GB+ +bMKxIz5kUwS7UGPHE0PWk83Y+qsryCqEz6P4zRGSxmzPBzMX8go2nsoLCetK +H/JKBG2ZgrrLvX7kVQhfN/mbi+cGkFez99vjqmdv5fbHGoRaz55vBS7ccwuE +6m85Fh+vcr+3RJhU6qVyN92XvBZBNLzDy2bkRrIA4aVo5ew7023JVghO6xTl +njdPIVuzei52dn+sbUn52CAcMco6ZNLkRLZF6DcX8PO1Pcjr2HixGzQCF3qT +7RD0Fz4sTG/fTLZHOBkikk4y5bweQaz4buSrBE+yA6uXhPLr6pruZEeEbCc5 +A8lh/yNvQLjb1KTVJ1hL/h/CdIn84rAps8hOCOOldHdJOy+k+J0RrjmONwns +sCS7ILz5p+RyYyRXT64IbvVfqvJnO5HdWLx5K607zjuT3RFMup/d/nmN80aW +b4fSgsO+3Pse7L5I7izYJ+ZA3oQgfGK+bLSPNdmT3Q/nUusC41aQvRCGbKua +eLF5Ntmb7Z+0k52qfUoU/2aEYSpvvBUtlpK3IBw2XO6ws3kV2QdhKr97ydSJ +ArIvgiI/qEs5zJq8FaH0qX3BBXkb8jaEn8n2kyJ6rcjbEU44OuMge27+/BDe +x5pIT1LlxvdHMG1WdLokvoz8D5vPsz13Dy6YSQ5ASD8WfXOqQWvpXwciHPJs ++TmQrEf57GDnzYuD8NwfyDsRHKX+8ZFcspwchLD/noeOSZsZORhhcMi2Wr3V +3PzsYvXddAJuRJuTd7N4HuQ28R+ZkPcgqOUJ5l2ONyKHIDTe/NBfLODWOxSh +0Fuu4ZuJLjkMoWJclVt/lzQ5nN0/SW25Ex0VKZ+9CPKC84PDzuqR9yHU1RTi +2MR55AgEVYcqu8CPhuRIhKiOXd5zyoC8n92f7hGmrM0gRyFEZC9rN7jAvR/N +5sMq9+SCXm68A8yRJ68vOmNAjkH41jC+dPBNDXIsQlbn6N3T5WTJ/7L1Lw+Q +bU6VoPjjENq1yzXEjJTJ8Ww+WmP3FX3SJh9EeFrRkjXFWJ98iJ3fyWkNVm4z +yQkIw0NLmy3rOCey+0DmxKj7aQbkw+z90bmVk6W49UxCmNNkU9n7QIucjDDx +V8+dj0rc94+w80XCdZJ6jAz5KKuP8vwBv6o6qo9j7Dw55w42r2Qon+Ps+xlv +NkkO5+o9hZ2PT5rKou1UyScQrp7bU34xjZuPVASlRXvz5tzSJKex/uWpRanB +a+75SYTVoYO7ps9UI6cjzJ9/wSJcRpmcwfqF8EfiGxsnkDPZ/pLzM2qvH0k+ +xfLPShwjX/SO4s1i94PbO3+N338M//o0u69O1CnJ2XH5ZbP1TvG63Z0+nnwG +Ic3q1EGVAAXyWVbPM/RVi0WTyTnsPniYFrXHhnMu6zfrD8iU5Uwi5yEsDOgf +e2UkN56Q7V/1D0oPeGPIiLDq9OyrPL0hZBHCZ4kL3+NtOim+fHaeyCU8lL7R +RvEXsP6s794J86nilN85hFdSEfwdAyPIhf/1dzFNH/259TiPsHPf9qX2Aq7e +LrD+NNAswiOZcxECv0ZjULr9GPJFdj5eHDdVTiRNLmb7+Znb+SIcRr6E8PZL +6SFjNx75MsJK1yB5db3PFN8VhHXwUirV6AbFf5XVt0+ISGdMF/kaO5/71s8s +msXNfwnCo8LVNdkBXP2XMotZ7jntMpR8HeGYhGac5Jph5DJWn7tPL78n4J6X +s/Fdx7icz+N+f4PFZ7YyrE3II99k9TuV/7Q8tI++V8HWZ6xAlOz8gXwLYUfD +ymi1d9fIlez83a+b+2/2S8rnNhsvVL+ilPeVfIfVv0varkXn+shVCMmOn/74 +jfpJrkY4veP9gGzXL3INwqDPdg1zfTjfZedd/vQMtdJ+ci07v5YkzJAx6iXX +sX4778nE2zu+kOtZ/a3IlvJ88Jp8j9W3fP6rJJ0qcgPC9zkT9ol8qyn+RoSC +932v1HtbyfdZvTcapgyV/Eh+gGDYb9yTn/uF/JD1lzpW3l9WcevzCCHectBY +Sx/Oj1n/fExtUL/GV/IThN2mS3bM9+ggP0UQt+/d/Uj4jtzE4q2Oy4k83EJu +RnB4/bvatbSK/IzVR4f3mf2ReRR/C/t/wvPMrX2ajeTn7D6talI9aPGc/ALB +vPRoasVRLv+XrF+YsAw/6HP7uZU9b3+b/7ud8yt2vhY3j9/f9Jb8GuFj0Vy/ +lQu4379h9R9nWltRxo3/lsU3cqFc3vqH5HcI1o+UQyQWV5LbEELXe4786RRL +fs/6zX3T9GU1yymfDwgCHymPN+n3yO1sfddlV2dVPCJ/RPhh3GXvea6J/AnB +/8vk5a/MnpE72H7eXGwgkd5M/oxwobdNr7HzCbkTYdPWNAevIw/IX1g+pksd +1vDryF9ZP/aPQLAnh4uni50Hh/ijBjJOkbvZfvY9NffKOSHF38Pul4SvgqQr +5eRvCFX8d1ci5KvJvQhP+t3FJtfWk/sQXkQJJ98TNJC/s/9f40qjNltz/oEg +t9vjcd+we+R+Vl9DL3vtNq4hD7D8nLS3/6ivIP9ESImKCB6TcYX8i/Xzwa/E +7YpOk3+z/spm0YgZdw9R/H8QKs0C2xSmFZJ5IrA60tPkuLGELCaCKO9NzrPL +uPNGXAR/eD1RltK3yINEcKxAq9fnKGcJEdxRS5SzCKggDxZBRXPPJWzl5m+I +CJYtNisVs+bOg6EisI8pbpvhdJ48TATVBoo5Z11OGf4fL/Ph1A== + "]]}}, + Frame->{{True, True}, {True, True}}, + FrameLabel->{{None, None}, {None, None}}, + FrameTicks->FrontEndValueCache[{{Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}, {Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}}, {{ + Automatic, {{-0.2, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {-0.1, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {0., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {0.1, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {0.2, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {-0.3, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.28, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.26, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.24, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.22, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.18, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.16, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.14, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.12, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.08, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.06, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.04, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.02, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.02, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.04, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.06, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.08, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.12, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.14, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.16, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.18, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.22, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.24, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.26, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.28, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.3, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}}}, {Automatic, {{3720., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {3740., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {3760., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {3780., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {3700., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3705., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3710., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3715., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3725., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3730., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3735., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3745., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3750., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3755., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3765., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3770., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3775., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3785., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3790., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3795., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3800., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}}}}], + GridLines->{None, None}, + GridLinesStyle->Directive[ + GrayLevel[0.5, 0.4]], + ImagePadding->All, + Method->{ + "DefaultBoundaryStyle" -> Automatic, + "DefaultGraphicsInteraction" -> { + "Version" -> 1.2, "TrackMousePosition" -> {True, False}, + "Effects" -> { + "Highlight" -> {"ratio" -> 2}, "HighlightPoint" -> {"ratio" -> 2}, + "Droplines" -> { + "freeformCursorMode" -> True, + "placement" -> {"x" -> "All", "y" -> "None"}}}}, "DefaultMeshStyle" -> + AbsolutePointSize[6], "ScalingFunctions" -> None, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}}, + PlotRange->{All, All}, + PlotRangeClipping->True, + PlotRangePadding->{{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.05], + Scaled[0.05]}}, + Ticks->{Automatic, Automatic}]], "Output", + CellChangeTimes->{{3.800149004649548*^9, 3.800149010489541*^9}, { + 3.800149040752144*^9, 3.800149078169189*^9}, {3.80014911947449*^9, + 3.800149127402022*^9}, {3.800149201824294*^9, 3.800149239968878*^9}, + 3.800150454118456*^9}, + CellLabel-> + "Out[154]=",ExpressionUUID->"fa394a62-b8e6-4957-8b4a-1d4a51c20348"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{ + RowBox[{"Total", "[", + RowBox[{ + RowBox[{"Abs", "[", + RowBox[{ + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "-", + RowBox[{"(", + RowBox[{"mod0", "/.", + RowBox[{"t", "->", + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}], ")"}]}], "]"}], "^", + "2"}], "]"}], "/", + RowBox[{"(", + RowBox[{"Length", "@", "data"}], ")"}]}]], "Input", + CellChangeTimes->{{3.8001485446196136`*^9, 3.80014857085856*^9}, { + 3.800148615582597*^9, 3.8001486798405952`*^9}}, + CellLabel-> + "In[137]:=",ExpressionUUID->"bc48aefe-afcc-4410-a141-d3a0156772e2"], + +Cell[BoxData["0.0002767975345117484`"], "Output", + CellChangeTimes->{{3.800148561389823*^9, 3.800148567908922*^9}, { + 3.8001486414165163`*^9, 3.8001486804066687`*^9}, 3.800148736359644*^9, + 3.800148984660185*^9, 3.800149223324401*^9}, + CellLabel-> + "Out[137]=",ExpressionUUID->"a303666a-b39d-4f9e-b802-176a0c0a1afe"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"tab\[Alpha]0", "[", + RowBox[{"[", + RowBox[{"35", ",", "2"}], "]"}], "]"}]], "Input", + CellChangeTimes->{{3.80014876041462*^9, 3.800148766004434*^9}}, + CellLabel-> + "In[138]:=",ExpressionUUID->"18faac6c-2721-4f37-9d80-9a0902286a16"], + +Cell[BoxData["0.00032231601047822127`"], "Output", + CellChangeTimes->{{3.800148758365103*^9, 3.800148766307288*^9}, + 3.800148986930058*^9, 3.8001492245203667`*^9}, + CellLabel-> + "Out[138]=",ExpressionUUID->"6c7a7c2c-4718-42cf-8a35-f652010f9982"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"ans1", "=", + RowBox[{"OvertoneModelV2", "[", + RowBox[{"1", ",", + RowBox[{"{", + RowBox[{"\[Eta]", ",", "\[Chi]1", ",", "\[Chi]2"}], "}"}], ",", "t0", + ",", + RowBox[{"\"\<Fit\[Alpha]\>\"", "\[Rule]", + RowBox[{"{", + RowBox[{"0", ",", "1"}], "}"}]}], ",", + RowBox[{"\"\<ModesData\>\"", "->", "Modedata"}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "notdir"}], ",", + RowBox[{"\"\<ReIm\>\"", "\[Rule]", "True"}]}], "]"}]}]], "Input", + CellChangeTimes->{{3.800076691136458*^9, 3.8000766988385878`*^9}, { + 3.8000770733531017`*^9, 3.800077073993202*^9}}, + CellLabel-> + "In[227]:=",ExpressionUUID->"eb88fe3e-2920-43c6-bb30-0c3dd51e5553"], + +Cell[BoxData[ + RowBox[{ + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "0.08519031369657866`"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"-", "3692.632566631851`"}], "+", "t"}], ")"}]}]], " ", + RowBox[{"(", + RowBox[{"x0", "+", + RowBox[{"\[ImaginaryI]", " ", "y0"}]}], ")"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"0.5557334030122436`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]0"}], ")"}]}], "]"}], "+", + RowBox[{"\[ImaginaryI]", " ", + RowBox[{"Sin", "[", + RowBox[{"0.5557334030122436`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]0"}], ")"}]}], "]"}]}]}], ")"}]}], "+", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "0.257580113392639`"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"-", "3692.632566631851`"}], "+", "t"}], ")"}]}]], " ", + RowBox[{"(", + RowBox[{"x1", "+", + RowBox[{"\[ImaginaryI]", " ", "y1"}]}], ")"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"0.5434592194118589`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]1"}], ")"}]}], "]"}], "+", + RowBox[{"\[ImaginaryI]", " ", + RowBox[{"Sin", "[", + RowBox[{"0.5434592194118589`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]1"}], ")"}]}], "]"}]}]}], + ")"}]}]}]], "Output", + CellChangeTimes->{{3.800076694592537*^9, 3.80007669929451*^9}, + 3.800077074547226*^9, 3.800089615657013*^9}, + CellLabel-> + "Out[227]=",ExpressionUUID->"cae99e6b-8e99-4e1b-b88c-e93367cae239"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"CNMinimize", "[", + RowBox[{ + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], ",", "ans1", ",", + RowBox[{"{", + RowBox[{ + "x0", ",", "y0", ",", "x1", ",", "y1", ",", "\[Alpha]0", ",", + "\[Alpha]1"}], "}"}], ",", + RowBox[{"{", + RowBox[{"t", ",", + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}], "}"}], ",", + RowBox[{"Method", "\[Rule]", "\"\<RandomSearch\>\""}]}], "]"}]], "Input", + CellChangeTimes->{{3.80007668122031*^9, 3.8000767061064787`*^9}, { + 3.8000767403192177`*^9, 3.800076740479216*^9}, {3.800076808874806*^9, + 3.800076846210444*^9}, {3.8000769014369097`*^9, 3.800076917402279*^9}}, + CellLabel-> + "In[228]:=",ExpressionUUID->"812d7429-3f3a-49bf-9795-1ceeb6b67348"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{"0.004802229465821844`", ",", + RowBox[{"{", + RowBox[{ + RowBox[{"x0", "\[Rule]", + RowBox[{"-", "0.7108903999417802`"}]}], ",", + RowBox[{"y0", "\[Rule]", "0.49077878026843497`"}], ",", + RowBox[{"x1", "\[Rule]", + RowBox[{"-", "1.3118637651827507`"}]}], ",", + RowBox[{"y1", "\[Rule]", + RowBox[{"-", "2.230181918676717`"}]}], ",", + RowBox[{"\[Alpha]0", "\[Rule]", "0.005354685860605533`"}], ",", + RowBox[{"\[Alpha]1", "\[Rule]", + RowBox[{"-", "0.2651743579593169`"}]}]}], "}"}]}], "}"}]], "Output", + CellChangeTimes->{{3.800076724828596*^9, 3.800076748442292*^9}, { + 3.800076835377883*^9, 3.80007685434273*^9}, {3.800076911701145*^9, + 3.800076925587838*^9}, 3.800077089965911*^9, 3.800089631379201*^9}, + CellLabel-> + "Out[228]=",ExpressionUUID->"33ce1a12-7101-4882-9c79-d9c57c1a5e88"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"ans2", "=", + RowBox[{"OvertoneModelV2", "[", + RowBox[{"2", ",", + RowBox[{"{", + RowBox[{"\[Eta]", ",", "\[Chi]1", ",", "\[Chi]2"}], "}"}], ",", "t0", + ",", + RowBox[{"\"\<Fit\[Alpha]\>\"", "\[Rule]", + RowBox[{"{", + RowBox[{"0", ",", "1", ",", "2"}], "}"}]}], ",", + RowBox[{"\"\<ModesData\>\"", "->", "Modedata"}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "notdir"}], ",", + RowBox[{"\"\<ReIm\>\"", "\[Rule]", "True"}]}], "]"}]}]], "Input", + CellChangeTimes->{{3.800077029845303*^9, 3.800077069377305*^9}}, + CellLabel-> + "In[229]:=",ExpressionUUID->"57688b94-8f98-4f5a-b7ad-ea40bf3fb4d1"], + +Cell[BoxData[ + RowBox[{ + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "0.08519031369657866`"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"-", "3692.632566631851`"}], "+", "t"}], ")"}]}]], " ", + RowBox[{"(", + RowBox[{"x0", "+", + RowBox[{"\[ImaginaryI]", " ", "y0"}]}], ")"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"0.5557334030122436`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]0"}], ")"}]}], "]"}], "+", + RowBox[{"\[ImaginaryI]", " ", + RowBox[{"Sin", "[", + RowBox[{"0.5557334030122436`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]0"}], ")"}]}], "]"}]}]}], ")"}]}], "+", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "0.257580113392639`"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"-", "3692.632566631851`"}], "+", "t"}], ")"}]}]], " ", + RowBox[{"(", + RowBox[{"x1", "+", + RowBox[{"\[ImaginaryI]", " ", "y1"}]}], ")"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"0.5434592194118589`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]1"}], ")"}]}], "]"}], "+", + RowBox[{"\[ImaginaryI]", " ", + RowBox[{"Sin", "[", + RowBox[{"0.5434592194118589`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]1"}], ")"}]}], "]"}]}]}], ")"}]}], "+", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "0.43491699763588954`"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"-", "3692.632566631851`"}], "+", "t"}], ")"}]}]], " ", + RowBox[{"(", + RowBox[{"x2", "+", + RowBox[{"\[ImaginaryI]", " ", "y2"}]}], ")"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"0.5207238866501448`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]2"}], ")"}]}], "]"}], "+", + RowBox[{"\[ImaginaryI]", " ", + RowBox[{"Sin", "[", + RowBox[{"0.5207238866501448`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]2"}], ")"}]}], "]"}]}]}], + ")"}]}]}]], "Output", + CellChangeTimes->{{3.800077033308279*^9, 3.800077090267788*^9}, + 3.800077141040288*^9, 3.800089635141295*^9}, + CellLabel-> + "Out[229]=",ExpressionUUID->"84ab3244-81d3-4626-b94b-89b59d2aa4d3"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"CNMinimize", "[", + RowBox[{ + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], ",", "ans2", ",", + RowBox[{"{", + RowBox[{ + "x0", ",", "y0", ",", "x1", ",", "y1", ",", "x2", ",", "y2", ",", + "\[Alpha]0", ",", "\[Alpha]1", ",", "\[Alpha]2"}], "}"}], ",", + RowBox[{"{", + RowBox[{"t", ",", + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}], "}"}], ",", + RowBox[{"Method", "\[Rule]", "\"\<RandomSearch\>\""}]}], "]"}]], "Input", + CellChangeTimes->{{3.800077024248796*^9, 3.800077043006764*^9}, { + 3.800077144416204*^9, 3.80007714456931*^9}}, + CellLabel-> + "In[230]:=",ExpressionUUID->"c0e45f91-2e58-4983-9e24-51d870c92062"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{"0.0006422925988016641`", ",", + RowBox[{"{", + RowBox[{ + RowBox[{"x0", "\[Rule]", "0.7232785895163697`"}], ",", + RowBox[{"y0", "\[Rule]", "0.6465728121217089`"}], ",", + RowBox[{"x1", "\[Rule]", "2.4335397335669358`"}], ",", + RowBox[{"y1", "\[Rule]", "0.358299298822575`"}], ",", + RowBox[{"x2", "\[Rule]", "0.8824575958294412`"}], ",", + RowBox[{"y2", "\[Rule]", "0.3934460228689885`"}], ",", + RowBox[{"\[Alpha]0", "\[Rule]", + RowBox[{"-", "0.015087235622717868`"}]}], ",", + RowBox[{"\[Alpha]1", "\[Rule]", + RowBox[{"-", "0.04758149994676602`"}]}], ",", + RowBox[{"\[Alpha]2", "\[Rule]", + RowBox[{"-", "0.13076345348245094`"}]}]}], "}"}]}], "}"}]], "Output", + CellChangeTimes->{3.800077183505054*^9, 3.800089678186288*^9}, + CellLabel-> + "Out[230]=",ExpressionUUID->"f1780f36-8c2e-49f7-98e0-17888dc37bb6"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"ans3", "=", + RowBox[{"OvertoneModelV2", "[", + RowBox[{"2", ",", + RowBox[{"{", + RowBox[{"\[Eta]", ",", "\[Chi]1", ",", "\[Chi]2"}], "}"}], ",", "t0", + ",", + RowBox[{"\"\<Fit\[Alpha]\>\"", "\[Rule]", + RowBox[{"{", + RowBox[{"0", ",", "1", ",", "2", ",", "3"}], "}"}]}], ",", + RowBox[{"\"\<ModesData\>\"", "->", "Modedata"}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "notdir"}], ",", + RowBox[{"\"\<ReIm\>\"", "\[Rule]", "True"}]}], "]"}]}]], "Input", + CellChangeTimes->{{3.800077029845303*^9, 3.800077069377305*^9}, { + 3.800077212588242*^9, 3.8000772160854883`*^9}}, + CellLabel-> + "In[231]:=",ExpressionUUID->"be3ad9f5-a830-44a4-99d9-c9261d2f6f90"], + +Cell[BoxData[ + RowBox[{ + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "0.08519031369657866`"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"-", "3692.632566631851`"}], "+", "t"}], ")"}]}]], " ", + RowBox[{"(", + RowBox[{"x0", "+", + RowBox[{"\[ImaginaryI]", " ", "y0"}]}], ")"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"0.5557334030122436`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]0"}], ")"}]}], "]"}], "+", + RowBox[{"\[ImaginaryI]", " ", + RowBox[{"Sin", "[", + RowBox[{"0.5557334030122436`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]0"}], ")"}]}], "]"}]}]}], ")"}]}], "+", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "0.257580113392639`"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"-", "3692.632566631851`"}], "+", "t"}], ")"}]}]], " ", + RowBox[{"(", + RowBox[{"x1", "+", + RowBox[{"\[ImaginaryI]", " ", "y1"}]}], ")"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"0.5434592194118589`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]1"}], ")"}]}], "]"}], "+", + RowBox[{"\[ImaginaryI]", " ", + RowBox[{"Sin", "[", + RowBox[{"0.5434592194118589`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]1"}], ")"}]}], "]"}]}]}], ")"}]}], "+", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "0.43491699763588954`"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"-", "3692.632566631851`"}], "+", "t"}], ")"}]}]], " ", + RowBox[{"(", + RowBox[{"x2", "+", + RowBox[{"\[ImaginaryI]", " ", "y2"}]}], ")"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"0.5207238866501448`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]2"}], ")"}]}], "]"}], "+", + RowBox[{"\[ImaginaryI]", " ", + RowBox[{"Sin", "[", + RowBox[{"0.5207238866501448`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]2"}], ")"}]}], "]"}]}]}], + ")"}]}]}]], "Output", + CellChangeTimes->{{3.800077033308279*^9, 3.800077090267788*^9}, + 3.800077141040288*^9, 3.800077216866208*^9, 3.800089678582158*^9}, + CellLabel-> + "Out[231]=",ExpressionUUID->"ff693001-ee62-401d-a2ad-2a21b887b6b3"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"CNMinimize", "[", + RowBox[{ + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], ",", "ans3", ",", + RowBox[{"{", + RowBox[{ + "x0", ",", "y0", ",", "x1", ",", "y1", ",", "x2", ",", "y2", ",", "x3", + ",", "y3", ",", "\[Alpha]0", ",", "\[Alpha]1", ",", "\[Alpha]2", ",", + "\[Alpha]3"}], "}"}], ",", + RowBox[{"{", + RowBox[{"t", ",", + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}], "}"}], ",", + RowBox[{"Method", "\[Rule]", "\"\<RandomSearch\>\""}]}], "]"}]], "Input", + CellChangeTimes->{{3.800077024248796*^9, 3.800077043006764*^9}, { + 3.800077144416204*^9, 3.80007714456931*^9}, {3.8000772187108707`*^9, + 3.800077228891802*^9}}, + CellLabel-> + "In[232]:=",ExpressionUUID->"ebe4f704-d07a-4ab7-a6e1-2507b6d995ba"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{"0.001963265393461329`", ",", + RowBox[{"{", + RowBox[{ + RowBox[{"x0", "\[Rule]", "0.8264709109769312`"}], ",", + RowBox[{"y0", "\[Rule]", + RowBox[{"-", "0.470180876302675`"}]}], ",", + RowBox[{"x1", "\[Rule]", + RowBox[{"-", "1.349869872013297`"}]}], ",", + RowBox[{"y1", "\[Rule]", + RowBox[{"-", "1.5018383440806826`"}]}], ",", + RowBox[{"x2", "\[Rule]", "3.0149536222924085`"}], ",", + RowBox[{"y2", "\[Rule]", "4.599493387108941`"}], ",", + RowBox[{"x3", "\[Rule]", "0.18760638917956998`"}], ",", + RowBox[{"y3", "\[Rule]", + RowBox[{"-", "0.3938604734587015`"}]}], ",", + RowBox[{"\[Alpha]0", "\[Rule]", + RowBox[{"-", "0.023605681833474806`"}]}], ",", + RowBox[{"\[Alpha]1", "\[Rule]", + RowBox[{"-", "0.15541259216379494`"}]}], ",", + RowBox[{"\[Alpha]2", "\[Rule]", + RowBox[{"-", "0.36551354846643375`"}]}], ",", + RowBox[{"\[Alpha]3", "\[Rule]", + RowBox[{"-", "0.8166587602201606`"}]}]}], "}"}]}], "}"}]], "Output", + CellChangeTimes->{3.800077183505054*^9, 3.8000772857903643`*^9, + 3.80008066175484*^9, 3.800089743000649*^9}, + CellLabel-> + "Out[232]=",ExpressionUUID->"da7881f0-2195-492f-bd05-6a04fa57b987"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{"AICcRes", "[", + RowBox[{ + RowBox[{"{", "0.001963265393461329`", "}"}], ",", "12"}], + "]"}], "\[IndentingNewLine]", + RowBox[{"AICcRes", "[", + RowBox[{ + RowBox[{"{", "0.0006422925988016641`", "}"}], ",", "9"}], + "]"}], "\[IndentingNewLine]", + RowBox[{"AICcRes", "[", + RowBox[{ + RowBox[{"{", "0.004802229465821844`", "}"}], ",", "6"}], + "]"}], "\[IndentingNewLine]", + RowBox[{"AICcRes", "[", + RowBox[{ + RowBox[{"{", "0.022151211600352633`", "}"}], ",", "3"}], "]"}]}], "Input", + CellChangeTimes->{{3.8000769688353567`*^9, 3.8000769946573668`*^9}, + 3.80007713169261*^9, {3.800077164511408*^9, 3.800077191829287*^9}, { + 3.800077234594315*^9, 3.8000772370687723`*^9}, {3.800077296658966*^9, + 3.8000773262211437`*^9}}, + CellLabel-> + "In[233]:=",ExpressionUUID->"800dfdf7-16eb-4528-ad63-fba081370138"], + +Cell[BoxData[ + RowBox[{"-", "12.466292349869128`"}]], "Output", + CellChangeTimes->{{3.800076951050392*^9, 3.800076996909337*^9}, + 3.800077132205226*^9, {3.8000771836236973`*^9, 3.800077192278706*^9}, { + 3.800077303609027*^9, 3.80007732733197*^9}, 3.800089743907811*^9}, + CellLabel-> + "Out[233]=",ExpressionUUID->"b8be8e4f-ca23-4f47-81af-bd6c5c6b54f7"], + +Cell[BoxData[ + RowBox[{"-", "14.700933193457347`"}]], "Output", + CellChangeTimes->{{3.800076951050392*^9, 3.800076996909337*^9}, + 3.800077132205226*^9, {3.8000771836236973`*^9, 3.800077192278706*^9}, { + 3.800077303609027*^9, 3.80007732733197*^9}, 3.800089743910437*^9}, + CellLabel-> + "Out[234]=",ExpressionUUID->"0fd9a294-a75c-415c-bb58-a08bb9100a84"], + +Cell[BoxData[ + RowBox[{"-", "10.677349993711653`"}]], "Output", + CellChangeTimes->{{3.800076951050392*^9, 3.800076996909337*^9}, + 3.800077132205226*^9, {3.8000771836236973`*^9, 3.800077192278706*^9}, { + 3.800077303609027*^9, 3.80007732733197*^9}, 3.800089743913322*^9}, + CellLabel-> + "Out[235]=",ExpressionUUID->"8fd85672-4c76-418e-a319-e13db8458618"], + +Cell[BoxData[ + RowBox[{"-", "7.619726168393569`"}]], "Output", + CellChangeTimes->{{3.800076951050392*^9, 3.800076996909337*^9}, + 3.800077132205226*^9, {3.8000771836236973`*^9, 3.800077192278706*^9}, { + 3.800077303609027*^9, 3.80007732733197*^9}, 3.800089743949543*^9}, + CellLabel-> + "Out[236]=",ExpressionUUID->"dc4d789f-6293-4e0b-bae8-8cbcc2d6a291"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{"BICRes", "[", + RowBox[{ + RowBox[{"{", "0.001963265393461329", "}"}], ",", "12"}], + "]"}], "\[IndentingNewLine]", + RowBox[{"BICRes", "[", + RowBox[{ + RowBox[{"{", "0.0006422925988016641", "}"}], ",", "9"}], + "]"}], "\[IndentingNewLine]", + RowBox[{"BICRes", "[", + RowBox[{ + RowBox[{"{", "0.004802229465821844", "}"}], ",", "6"}], + "]"}], "\[IndentingNewLine]", + RowBox[{"BICRes", "[", + RowBox[{ + RowBox[{"{", "0.022151211600352633", "}"}], ",", "3"}], "]"}]}], "Input", + CellChangeTimes->{{3.8000769688353567`*^9, 3.8000769946573668`*^9}, + 3.80007713169261*^9, {3.800077164511408*^9, 3.800077191829287*^9}, { + 3.800077234594315*^9, 3.8000772370687723`*^9}, {3.800077296658966*^9, + 3.8000773262211437`*^9}, {3.800077495109931*^9, 3.800077498790119*^9}, { + 3.800077569724503*^9, 3.8000775720757732`*^9}}, + CellLabel-> + "In[151]:=",ExpressionUUID->"1d2ac60e-7329-4f2c-88d2-381128dada15"], + +Cell[BoxData[ + RowBox[{"-", "12.466292349869128`"}]], "Output", + CellChangeTimes->{ + 3.800077499320221*^9, {3.80007756050996*^9, 3.80007757252236*^9}}, + CellLabel-> + "Out[151]=",ExpressionUUID->"bf6e212c-d232-45ac-94e9-f9e5485ac42d"], + +Cell[BoxData[ + RowBox[{"-", "14.700933193457347`"}]], "Output", + CellChangeTimes->{ + 3.800077499320221*^9, {3.80007756050996*^9, 3.80007757252442*^9}}, + CellLabel-> + "Out[152]=",ExpressionUUID->"4ffd1245-4763-4b52-9a63-716ab3a3bbb1"], + +Cell[BoxData[ + RowBox[{"-", "10.677349993711653`"}]], "Output", + CellChangeTimes->{ + 3.800077499320221*^9, {3.80007756050996*^9, 3.800077572526691*^9}}, + CellLabel-> + "Out[153]=",ExpressionUUID->"7e35a969-68f9-4a07-beab-eab2862eb087"], + +Cell[BoxData[ + RowBox[{"-", "7.619726168393569`"}]], "Output", + CellChangeTimes->{ + 3.800077499320221*^9, {3.80007756050996*^9, 3.800077572528949*^9}}, + CellLabel-> + "Out[154]=",ExpressionUUID->"b2985f99-9180-46f3-8ab8-4136dfc71a20"] +}, Open ]], + +Cell[BoxData[ + RowBox[{ + RowBox[{"data", "=", + RowBox[{"Select", "[", + RowBox[{"mysxscase22modeRD", ",", " ", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", + RowBox[{"tmax", "+", "40", "-", "25"}]}], "&"}]}], "]"}]}], + ";"}]], "Input", + CellChangeTimes->{{3.800075914542706*^9, 3.8000759166146708`*^9}, { + 3.8000766044386053`*^9, 3.800076607261037*^9}, {3.8000779240716877`*^9, + 3.800077924580441*^9}, {3.8000780265356817`*^9, 3.800078026654121*^9}}, + CellLabel-> + "In[162]:=",ExpressionUUID->"70c9c8af-ef4e-4ffc-8ecc-1d53ea4bfcfd"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"ans0", "=", + RowBox[{"OvertoneModelV2", "[", + RowBox[{"0", ",", + RowBox[{"{", + RowBox[{"\[Eta]", ",", "\[Chi]1", ",", "\[Chi]2"}], "}"}], ",", "t0", + ",", + RowBox[{"\"\<Fit\[Alpha]\>\"", "\[Rule]", + RowBox[{"{", "0", "}"}]}], ",", + RowBox[{"\"\<ModesData\>\"", "->", "Modedata"}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "notdir"}], ",", + RowBox[{"\"\<ReIm\>\"", "\[Rule]", "True"}]}], "]"}]}]], "Input", + CellChangeTimes->{{3.800076002361577*^9, 3.800076004964308*^9}, + 3.800076277736166*^9}, + CellLabel-> + "In[163]:=",ExpressionUUID->"e13b50ad-2664-4958-ab1c-c379c78d5b8c"], + +Cell[BoxData[ + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "0.08519031369657866`"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"-", "3692.632566631851`"}], "+", "t"}], ")"}]}]], " ", + RowBox[{"(", + RowBox[{"x0", "+", + RowBox[{"\[ImaginaryI]", " ", "y0"}]}], ")"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"0.5557334030122436`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]0"}], ")"}]}], "]"}], "+", + RowBox[{"\[ImaginaryI]", " ", + RowBox[{"Sin", "[", + RowBox[{"0.5557334030122436`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]0"}], ")"}]}], "]"}]}]}], + ")"}]}]], "Output", + CellChangeTimes->{3.800076005408429*^9, 3.800076222245844*^9, + 3.8000762783570137`*^9, 3.8000766091730137`*^9, 3.800077928505012*^9, + 3.8000780279891567`*^9}, + CellLabel-> + "Out[163]=",ExpressionUUID->"abfab8be-721d-4e44-a30d-6705affd75b1"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"CNMinimize", "[", + RowBox[{ + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], ",", "ans0", ",", + RowBox[{"{", + RowBox[{"x0", ",", "y0", ",", "\[Alpha]0"}], "}"}], ",", + RowBox[{"{", + RowBox[{"t", ",", + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}], "}"}], ",", + RowBox[{"Method", "\[Rule]", "\"\<RandomSearch\>\""}]}], "]"}]], "Input", + CellChangeTimes->{{3.800075809133007*^9, 3.8000758374186783`*^9}, { + 3.800075920080017*^9, 3.800075956906231*^9}, {3.800076227712538*^9, + 3.800076228750372*^9}, {3.800076288608914*^9, 3.800076289958871*^9}, { + 3.800076351792883*^9, 3.800076364247197*^9}, {3.800076481317113*^9, + 3.8000765034468937`*^9}, {3.800076830129348*^9, 3.800076838733241*^9}, + 3.800076898194566*^9}, + CellLabel-> + "In[164]:=",ExpressionUUID->"738b888b-08ef-4f3d-950d-f5b373792eb5"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{"0.002603037987345817`", ",", + RowBox[{"{", + RowBox[{ + RowBox[{"x0", "\[Rule]", + RowBox[{"-", "0.5832346937811052`"}]}], ",", + RowBox[{"y0", "\[Rule]", "0.7174811171938588`"}], ",", + RowBox[{"\[Alpha]0", "\[Rule]", + RowBox[{"-", "0.01882969203697935`"}]}]}], "}"}]}], "}"}]], "Output", + CellChangeTimes->{ + 3.800075959160577*^9, 3.8000762294242907`*^9, {3.800076296597314*^9, + 3.800076314241753*^9}, 3.800076551536839*^9, 3.800076615486855*^9, + 3.8000769040403347`*^9, 3.800077940171268*^9, 3.8000780341712*^9}, + CellLabel-> + "Out[164]=",ExpressionUUID->"936a71e0-9f1b-4b35-b143-71c3bc42080c"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"ans1", "=", + RowBox[{"OvertoneModelV2", "[", + RowBox[{"1", ",", + RowBox[{"{", + RowBox[{"\[Eta]", ",", "\[Chi]1", ",", "\[Chi]2"}], "}"}], ",", "t0", + ",", + RowBox[{"\"\<Fit\[Alpha]\>\"", "\[Rule]", + RowBox[{"{", + RowBox[{"0", ",", "1"}], "}"}]}], ",", + RowBox[{"\"\<ModesData\>\"", "->", "Modedata"}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "notdir"}], ",", + RowBox[{"\"\<ReIm\>\"", "\[Rule]", "True"}]}], "]"}]}]], "Input", + CellChangeTimes->{{3.800076691136458*^9, 3.8000766988385878`*^9}, { + 3.8000770733531017`*^9, 3.800077073993202*^9}}, + CellLabel-> + "In[165]:=",ExpressionUUID->"0cb338bb-c3bd-4ada-9720-762770699800"], + +Cell[BoxData[ + RowBox[{ + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "0.08519031369657866`"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"-", "3692.632566631851`"}], "+", "t"}], ")"}]}]], " ", + RowBox[{"(", + RowBox[{"x0", "+", + RowBox[{"\[ImaginaryI]", " ", "y0"}]}], ")"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"0.5557334030122436`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]0"}], ")"}]}], "]"}], "+", + RowBox[{"\[ImaginaryI]", " ", + RowBox[{"Sin", "[", + RowBox[{"0.5557334030122436`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]0"}], ")"}]}], "]"}]}]}], ")"}]}], "+", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "0.257580113392639`"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"-", "3692.632566631851`"}], "+", "t"}], ")"}]}]], " ", + RowBox[{"(", + RowBox[{"x1", "+", + RowBox[{"\[ImaginaryI]", " ", "y1"}]}], ")"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"0.5434592194118589`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]1"}], ")"}]}], "]"}], "+", + RowBox[{"\[ImaginaryI]", " ", + RowBox[{"Sin", "[", + RowBox[{"0.5434592194118589`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]1"}], ")"}]}], "]"}]}]}], + ")"}]}]}]], "Output", + CellChangeTimes->{{3.800076694592537*^9, 3.80007669929451*^9}, + 3.800077074547226*^9, 3.8000779404266167`*^9, 3.8000780344123373`*^9}, + CellLabel-> + "Out[165]=",ExpressionUUID->"cbb43ce9-38db-4afd-9e25-bbe66f29fd26"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"CNMinimize", "[", + RowBox[{ + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], ",", "ans1", ",", + RowBox[{"{", + RowBox[{ + "x0", ",", "y0", ",", "x1", ",", "y1", ",", "\[Alpha]0", ",", + "\[Alpha]1"}], "}"}], ",", + RowBox[{"{", + RowBox[{"t", ",", + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}], "}"}], ",", + RowBox[{"Method", "\[Rule]", "\"\<RandomSearch\>\""}]}], "]"}]], "Input", + CellChangeTimes->{{3.80007668122031*^9, 3.8000767061064787`*^9}, { + 3.8000767403192177`*^9, 3.800076740479216*^9}, {3.800076808874806*^9, + 3.800076846210444*^9}, {3.8000769014369097`*^9, 3.800076917402279*^9}}, + CellLabel-> + "In[166]:=",ExpressionUUID->"12a9b6a6-a60d-4c8d-9510-26e1b0c41e4c"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{"0.00043338494834340574`", ",", + RowBox[{"{", + RowBox[{ + RowBox[{"x0", "\[Rule]", "0.22578168329393344`"}], ",", + RowBox[{"y0", "\[Rule]", "0.9052515964511285`"}], ",", + RowBox[{"x1", "\[Rule]", + RowBox[{"-", "1.108677041013041`"}]}], ",", + RowBox[{"y1", "\[Rule]", + RowBox[{"-", "1.923931808513483`"}]}], ",", + RowBox[{"\[Alpha]0", "\[Rule]", + RowBox[{"-", "0.00928763069184995`"}]}], ",", + RowBox[{"\[Alpha]1", "\[Rule]", + RowBox[{"-", "0.26793166644260397`"}]}]}], "}"}]}], "}"}]], "Output", + CellChangeTimes->{{3.800076724828596*^9, 3.800076748442292*^9}, { + 3.800076835377883*^9, 3.80007685434273*^9}, {3.800076911701145*^9, + 3.800076925587838*^9}, 3.800077089965911*^9, 3.80007796178828*^9, + 3.80007805243785*^9}, + CellLabel-> + "Out[166]=",ExpressionUUID->"5e53c6fe-e99f-474d-942c-f805a0a78c2f"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"CNMinimize", "[", + RowBox[{ + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], ",", "ans2", ",", + RowBox[{"{", + RowBox[{ + "x0", ",", "y0", ",", "x1", ",", "y1", ",", "x2", ",", "y2", ",", + "\[Alpha]0", ",", "\[Alpha]1", ",", "\[Alpha]2"}], "}"}], ",", + RowBox[{"{", + RowBox[{"t", ",", + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}], "}"}], ",", + RowBox[{"Method", "\[Rule]", "\"\<RandomSearch\>\""}]}], "]"}]], "Input", + CellChangeTimes->{{3.8000780707157087`*^9, 3.800078099106503*^9}}, + CellLabel-> + "In[169]:=",ExpressionUUID->"707d9d01-d319-4161-bb26-bc125c773ede"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{"0.0002211328124561712`", ",", + RowBox[{"{", + RowBox[{ + RowBox[{"x0", "\[Rule]", "0.8351728707532293`"}], ",", + RowBox[{"y0", "\[Rule]", + RowBox[{"-", "0.5402550036286358`"}]}], ",", + RowBox[{"x1", "\[Rule]", + RowBox[{"-", "0.9707189158080881`"}]}], ",", + RowBox[{"y1", "\[Rule]", + RowBox[{"-", "2.1199838226348207`"}]}], ",", + RowBox[{"x2", "\[Rule]", "0.29405027334078876`"}], ",", + RowBox[{"y2", "\[Rule]", "0.7592685086740157`"}], ",", + RowBox[{"\[Alpha]0", "\[Rule]", + RowBox[{"-", "0.008349317550076169`"}]}], ",", + RowBox[{"\[Alpha]1", "\[Rule]", "0.2840284374435057`"}], ",", + RowBox[{"\[Alpha]2", "\[Rule]", + RowBox[{"-", "0.3968539264270468`"}]}]}], "}"}]}], "}"}]], "Output", + CellChangeTimes->{3.800078138760007*^9}, + CellLabel-> + "Out[169]=",ExpressionUUID->"f5fba92b-f568-443f-a5ab-fc67dcf583fd"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{"AICcRes", "[", + RowBox[{ + RowBox[{"{", "0.0002211328124561712`", "}"}], ",", "9"}], + "]"}], "\[IndentingNewLine]", + RowBox[{"AICcRes", "[", + RowBox[{ + RowBox[{"{", "0.00043338494834340574`", "}"}], ",", "6"}], + "]"}], "\[IndentingNewLine]", + RowBox[{"AICcRes", "[", + RowBox[{ + RowBox[{"{", "0.002603037987345817`", "}"}], ",", "3"}], "]"}]}], "Input", + CellChangeTimes->{{3.8000769688353567`*^9, 3.8000769946573668`*^9}, + 3.80007713169261*^9, {3.800077164511408*^9, 3.800077191829287*^9}, { + 3.800077234594315*^9, 3.8000772370687723`*^9}, {3.800077296658966*^9, + 3.8000773262211437`*^9}, {3.8000779500839663`*^9, 3.800077968007718*^9}, { + 3.800078040977407*^9, 3.8000780565053387`*^9}, {3.8000781063553123`*^9, + 3.8000781104205723`*^9}, 3.800078157532263*^9}, + CellLabel-> + "In[176]:=",ExpressionUUID->"c1e6d590-644d-4a1b-992a-f7eb742ba46e"], + +Cell[BoxData[ + RowBox[{"-", "16.833494151222663`"}]], "Output", + CellChangeTimes->{ + 3.800077968351172*^9, 3.800078056845743*^9, {3.800078147009267*^9, + 3.800078157915668*^9}, 3.800078221134885*^9}, + CellLabel-> + "Out[176]=",ExpressionUUID->"d46ed7d0-04dc-450a-883d-1eadc68154bb"], + +Cell[BoxData[ + RowBox[{"-", "15.487768397428537`"}]], "Output", + CellChangeTimes->{ + 3.800077968351172*^9, 3.800078056845743*^9, {3.800078147009267*^9, + 3.800078157915668*^9}, 3.800078221137302*^9}, + CellLabel-> + "Out[177]=",ExpressionUUID->"2f2344f2-1499-43a0-a03e-73b062bf65e2"], + +Cell[BoxData[ + RowBox[{"-", "11.902152118794866`"}]], "Output", + CellChangeTimes->{ + 3.800077968351172*^9, 3.800078056845743*^9, {3.800078147009267*^9, + 3.800078157915668*^9}, 3.8000782211399927`*^9}, + CellLabel-> + "Out[178]=",ExpressionUUID->"c7e8641b-f1a0-4796-8653-801129687bf2"] +}, Open ]], + +Cell[BoxData[ + RowBox[{ + RowBox[{"data", "=", + RowBox[{"Select", "[", + RowBox[{"mysxscase22modeRD", ",", " ", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", + RowBox[{"tmax", "+", "25", "-", "25"}]}], "&"}]}], "]"}]}], + ";"}]], "Input", + CellChangeTimes->{{3.800075914542706*^9, 3.8000759166146708`*^9}, { + 3.8000766044386053`*^9, 3.800076607261037*^9}, {3.8000779240716877`*^9, + 3.800077924580441*^9}, {3.8000784175486917`*^9, 3.800078417769939*^9}}, + CellLabel-> + "In[180]:=",ExpressionUUID->"69c0e316-45df-4cc0-90b1-1bfffd8b1b62"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"ans5", "=", + RowBox[{"OvertoneModelV2", "[", + RowBox[{"4", ",", + RowBox[{"{", + RowBox[{"\[Eta]", ",", "\[Chi]1", ",", "\[Chi]2"}], "}"}], ",", "t0", + ",", + RowBox[{"\"\<Fit\[Alpha]\>\"", "\[Rule]", + RowBox[{"{", + RowBox[{"0", ",", "1", ",", "2", ",", "3", ",", "4"}], "}"}]}], ",", + RowBox[{"\"\<ModesData\>\"", "->", "Modedata"}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "notdir"}], ",", + RowBox[{"\"\<ReIm\>\"", "\[Rule]", "True"}]}], "]"}]}]], "Input", + CellChangeTimes->{{3.800076002361577*^9, 3.800076004964308*^9}, + 3.800076277736166*^9, {3.800078579140175*^9, 3.800078588908558*^9}, { + 3.800078656549012*^9, 3.800078656711038*^9}}, + CellLabel-> + "In[184]:=",ExpressionUUID->"129db05f-2ca3-4c72-87ba-6afbc67cf3f3"], + +Cell[BoxData[ + RowBox[{ + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "0.08519031369657866`"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"-", "3692.632566631851`"}], "+", "t"}], ")"}]}]], " ", + RowBox[{"(", + RowBox[{"x0", "+", + RowBox[{"\[ImaginaryI]", " ", "y0"}]}], ")"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"0.5557334030122436`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]0"}], ")"}]}], "]"}], "+", + RowBox[{"\[ImaginaryI]", " ", + RowBox[{"Sin", "[", + RowBox[{"0.5557334030122436`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]0"}], ")"}]}], "]"}]}]}], ")"}]}], "+", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "0.257580113392639`"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"-", "3692.632566631851`"}], "+", "t"}], ")"}]}]], " ", + RowBox[{"(", + RowBox[{"x1", "+", + RowBox[{"\[ImaginaryI]", " ", "y1"}]}], ")"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"0.5434592194118589`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]1"}], ")"}]}], "]"}], "+", + RowBox[{"\[ImaginaryI]", " ", + RowBox[{"Sin", "[", + RowBox[{"0.5434592194118589`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]1"}], ")"}]}], "]"}]}]}], ")"}]}], "+", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "0.43491699763588954`"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"-", "3692.632566631851`"}], "+", "t"}], ")"}]}]], " ", + RowBox[{"(", + RowBox[{"x2", "+", + RowBox[{"\[ImaginaryI]", " ", "y2"}]}], ")"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"0.5207238866501448`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]2"}], ")"}]}], "]"}], "+", + RowBox[{"\[ImaginaryI]", " ", + RowBox[{"Sin", "[", + RowBox[{"0.5207238866501448`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]2"}], ")"}]}], "]"}]}]}], ")"}]}], "+", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "0.6166317342325864`"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"-", "3692.632566631851`"}], "+", "t"}], ")"}]}]], " ", + RowBox[{"(", + RowBox[{"x3", "+", + RowBox[{"\[ImaginaryI]", " ", "y3"}]}], ")"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"0.49037456178727706`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]3"}], ")"}]}], "]"}], "+", + RowBox[{"\[ImaginaryI]", " ", + RowBox[{"Sin", "[", + RowBox[{"0.49037456178727706`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]3"}], ")"}]}], "]"}]}]}], ")"}]}], "+", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "0.7960334241014965`"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"-", "3692.632566631851`"}], "+", "t"}], ")"}]}]], " ", + RowBox[{"(", + RowBox[{"x4", "+", + RowBox[{"\[ImaginaryI]", " ", "y4"}]}], ")"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"0.457867579667377`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]4"}], ")"}]}], "]"}], "+", + RowBox[{"\[ImaginaryI]", " ", + RowBox[{"Sin", "[", + RowBox[{"0.457867579667377`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]4"}], ")"}]}], "]"}]}]}], + ")"}]}]}]], "Output", + CellChangeTimes->{ + 3.800076005408429*^9, 3.800076222245844*^9, 3.8000762783570137`*^9, + 3.8000766091730137`*^9, 3.800077928505012*^9, {3.800078584224505*^9, + 3.8000785894585667`*^9}, 3.8000786572934723`*^9}, + CellLabel-> + "Out[184]=",ExpressionUUID->"91a30270-9cd4-4e0f-8535-bc53ef709628"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"CNMinimize", "[", + RowBox[{ + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], ",", "ans5", ",", + RowBox[{"{", + RowBox[{ + "x0", ",", "y0", ",", "x1", ",", "y1", ",", "x2", ",", "y2", ",", "x3", + ",", "y3", ",", "x4", ",", "y4", ",", "\[Alpha]0", ",", "\[Alpha]1", ",", + "\[Alpha]2", ",", "\[Alpha]3", ",", "\[Alpha]4"}], "}"}], ",", + RowBox[{"{", + RowBox[{"t", ",", + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}], "}"}], ",", + RowBox[{"Method", "\[Rule]", "\"\<RandomSearch\>\""}]}], "]"}]], "Input", + CellChangeTimes->{{3.800075809133007*^9, 3.8000758374186783`*^9}, { + 3.800075920080017*^9, 3.800075956906231*^9}, {3.800076227712538*^9, + 3.800076228750372*^9}, {3.800076288608914*^9, 3.800076289958871*^9}, { + 3.800076351792883*^9, 3.800076364247197*^9}, {3.800076481317113*^9, + 3.8000765034468937`*^9}, {3.800076830129348*^9, 3.800076838733241*^9}, + 3.800076898194566*^9, {3.800078598608912*^9, 3.800078630915217*^9}}, + CellLabel-> + "In[185]:=",ExpressionUUID->"c730254e-9206-4193-9ca5-58c17e30d0c3"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{"0.026566060421608514`", ",", + RowBox[{"{", + RowBox[{ + RowBox[{"x0", "\[Rule]", + RowBox[{"-", "0.6744187833326966`"}]}], ",", + RowBox[{"y0", "\[Rule]", "0.43849457473842124`"}], ",", + RowBox[{"x1", "\[Rule]", "0.4515035089426765`"}], ",", + RowBox[{"y1", "\[Rule]", + RowBox[{"-", "0.68317624727493`"}]}], ",", + RowBox[{"x2", "\[Rule]", + RowBox[{"-", "1.6532330686945191`"}]}], ",", + RowBox[{"y2", "\[Rule]", + RowBox[{"-", "0.8591538344256899`"}]}], ",", + RowBox[{"x3", "\[Rule]", "0.6145840289607698`"}], ",", + RowBox[{"y3", "\[Rule]", + RowBox[{"-", "1.033648311889114`"}]}], ",", + RowBox[{"x4", "\[Rule]", "1.024625559239285`"}], ",", + RowBox[{"y4", "\[Rule]", "0.677230009815918`"}], ",", + RowBox[{"\[Alpha]0", "\[Rule]", + RowBox[{"-", "0.028102497441069213`"}]}], ",", + RowBox[{"\[Alpha]1", "\[Rule]", + RowBox[{"-", "0.534342248424486`"}]}], ",", + RowBox[{"\[Alpha]2", "\[Rule]", + RowBox[{"-", "0.1581065420310698`"}]}], ",", + RowBox[{"\[Alpha]3", "\[Rule]", "0.07982313312399665`"}], ",", + RowBox[{"\[Alpha]4", "\[Rule]", "0.5665144920555771`"}]}], "}"}]}], + "}"}]], "Output", + CellChangeTimes->{3.800078809848029*^9}, + CellLabel-> + "Out[185]=",ExpressionUUID->"65b98207-4a1c-4b2b-b8d0-ae6e20644d93"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"ans3", "=", + RowBox[{"OvertoneModelV2", "[", + RowBox[{"2", ",", + RowBox[{"{", + RowBox[{"\[Eta]", ",", "\[Chi]1", ",", "\[Chi]2"}], "}"}], ",", "t0", + ",", + RowBox[{"\"\<Fit\[Alpha]\>\"", "\[Rule]", + RowBox[{"{", + RowBox[{"0", ",", "1", ",", "2", ",", "3"}], "}"}]}], ",", + RowBox[{"\"\<ModesData\>\"", "->", "Modedata"}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "notdir"}], ",", + RowBox[{"\"\<ReIm\>\"", "\[Rule]", "True"}]}], "]"}]}]], "Input", + CellChangeTimes->{{3.800076002361577*^9, 3.800076004964308*^9}, + 3.800076277736166*^9, {3.800078579140175*^9, 3.800078588908558*^9}, { + 3.800078656549012*^9, 3.800078656711038*^9}, {3.8000787310435877`*^9, + 3.800078735424263*^9}, {3.800078873744828*^9, 3.800078884242416*^9}}, + CellLabel-> + "In[189]:=",ExpressionUUID->"b6390792-6794-4d70-8c2a-e129ec872a25"], + +Cell[BoxData[ + RowBox[{ + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "0.08519031369657866`"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"-", "3692.632566631851`"}], "+", "t"}], ")"}]}]], " ", + RowBox[{"(", + RowBox[{"x0", "+", + RowBox[{"\[ImaginaryI]", " ", "y0"}]}], ")"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"0.5557334030122436`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]0"}], ")"}]}], "]"}], "+", + RowBox[{"\[ImaginaryI]", " ", + RowBox[{"Sin", "[", + RowBox[{"0.5557334030122436`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]0"}], ")"}]}], "]"}]}]}], ")"}]}], "+", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "0.257580113392639`"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"-", "3692.632566631851`"}], "+", "t"}], ")"}]}]], " ", + RowBox[{"(", + RowBox[{"x1", "+", + RowBox[{"\[ImaginaryI]", " ", "y1"}]}], ")"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"0.5434592194118589`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]1"}], ")"}]}], "]"}], "+", + RowBox[{"\[ImaginaryI]", " ", + RowBox[{"Sin", "[", + RowBox[{"0.5434592194118589`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]1"}], ")"}]}], "]"}]}]}], ")"}]}], "+", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "0.43491699763588954`"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"-", "3692.632566631851`"}], "+", "t"}], ")"}]}]], " ", + RowBox[{"(", + RowBox[{"x2", "+", + RowBox[{"\[ImaginaryI]", " ", "y2"}]}], ")"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"0.5207238866501448`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]2"}], ")"}]}], "]"}], "+", + RowBox[{"\[ImaginaryI]", " ", + RowBox[{"Sin", "[", + RowBox[{"0.5207238866501448`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]2"}], ")"}]}], "]"}]}]}], + ")"}]}]}]], "Output", + CellChangeTimes->{ + 3.800076005408429*^9, 3.800076222245844*^9, 3.8000762783570137`*^9, + 3.8000766091730137`*^9, 3.800077928505012*^9, {3.800078584224505*^9, + 3.8000785894585667`*^9}, 3.8000786572934723`*^9, 3.800078810284699*^9, { + 3.800078874623419*^9, 3.800078884789371*^9}}, + CellLabel-> + "Out[189]=",ExpressionUUID->"b817ffcf-9e80-4308-974c-5dd9db538a5a"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"CNMinimize", "[", + RowBox[{ + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], ",", "ans3", ",", + RowBox[{"{", + RowBox[{ + "x0", ",", "y0", ",", "x1", ",", "y1", ",", "x2", ",", "y2", ",", + "\[Alpha]0", ",", "\[Alpha]1", ",", "\[Alpha]2"}], "}"}], ",", + RowBox[{"{", + RowBox[{"t", ",", + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}], "}"}], ",", + RowBox[{"Method", "\[Rule]", "\"\<RandomSearch\>\""}]}], "]"}]], "Input", + CellChangeTimes->{{3.800075809133007*^9, 3.8000758374186783`*^9}, { + 3.800075920080017*^9, 3.800075956906231*^9}, {3.800076227712538*^9, + 3.800076228750372*^9}, {3.800076288608914*^9, 3.800076289958871*^9}, { + 3.800076351792883*^9, 3.800076364247197*^9}, {3.800076481317113*^9, + 3.8000765034468937`*^9}, {3.800076830129348*^9, 3.800076838733241*^9}, + 3.800076898194566*^9, {3.800078598608912*^9, 3.800078630915217*^9}, { + 3.800078741933279*^9, 3.80007874451523*^9}, {3.800078879057498*^9, + 3.800078894032907*^9}}, + CellLabel-> + "In[191]:=",ExpressionUUID->"0c150d34-c864-4c75-ab97-59f21cbbd5a3"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{"0.016683541088627494`", ",", + RowBox[{"{", + RowBox[{ + RowBox[{"x0", "\[Rule]", + RowBox[{"-", "0.4943857664821893`"}]}], ",", + RowBox[{"y0", "\[Rule]", "0.8797302828073644`"}], ",", + RowBox[{"x1", "\[Rule]", "0.3245170857000019`"}], ",", + RowBox[{"y1", "\[Rule]", "1.7029558502876903`"}], ",", + RowBox[{"x2", "\[Rule]", "0.622929926582339`"}], ",", + RowBox[{"y2", "\[Rule]", + RowBox[{"-", "0.5529666323647615`"}]}], ",", + RowBox[{"\[Alpha]0", "\[Rule]", + RowBox[{"-", "0.046127434018733794`"}]}], ",", + RowBox[{"\[Alpha]1", "\[Rule]", "0.05215737748184762`"}], ",", + RowBox[{"\[Alpha]2", "\[Rule]", "0.31632304453712506`"}]}], "}"}]}], + "}"}]], "Output", + CellChangeTimes->{3.80007881588417*^9, 3.800078894282926*^9, + 3.8000789320749483`*^9}, + CellLabel-> + "Out[191]=",ExpressionUUID->"7aeba1d5-6f0c-4098-895a-17b2459c86e2"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"ans1", "=", + RowBox[{"OvertoneModelV2", "[", + RowBox[{"1", ",", + RowBox[{"{", + RowBox[{"\[Eta]", ",", "\[Chi]1", ",", "\[Chi]2"}], "}"}], ",", "t0", + ",", + RowBox[{"\"\<Fit\[Alpha]\>\"", "\[Rule]", + RowBox[{"{", + RowBox[{"0", ",", "1"}], "}"}]}], ",", + RowBox[{"\"\<ModesData\>\"", "->", "Modedata"}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "notdir"}], ",", + RowBox[{"\"\<ReIm\>\"", "\[Rule]", "True"}]}], "]"}]}]], "Input", + CellChangeTimes->{{3.8000790986178207`*^9, 3.800079100505637*^9}, { + 3.80007913610732*^9, 3.8000791402023573`*^9}}, + CellLabel-> + "In[195]:=",ExpressionUUID->"11797c4d-4127-463b-8fe5-f0d73c019e79"], + +Cell[BoxData[ + RowBox[{ + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "0.08519031369657866`"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"-", "3692.632566631851`"}], "+", "t"}], ")"}]}]], " ", + RowBox[{"(", + RowBox[{"x0", "+", + RowBox[{"\[ImaginaryI]", " ", "y0"}]}], ")"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"0.5557334030122436`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]0"}], ")"}]}], "]"}], "+", + RowBox[{"\[ImaginaryI]", " ", + RowBox[{"Sin", "[", + RowBox[{"0.5557334030122436`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]0"}], ")"}]}], "]"}]}]}], ")"}]}], "+", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "0.257580113392639`"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"-", "3692.632566631851`"}], "+", "t"}], ")"}]}]], " ", + RowBox[{"(", + RowBox[{"x1", "+", + RowBox[{"\[ImaginaryI]", " ", "y1"}]}], ")"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"0.5434592194118589`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]1"}], ")"}]}], "]"}], "+", + RowBox[{"\[ImaginaryI]", " ", + RowBox[{"Sin", "[", + RowBox[{"0.5434592194118589`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]1"}], ")"}]}], "]"}]}]}], + ")"}]}]}]], "Output", + CellChangeTimes->{3.800079104766779*^9, 3.8000791408807497`*^9}, + CellLabel-> + "Out[195]=",ExpressionUUID->"5b5e641f-f11e-40d8-ac69-25a4afdebc8b"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"CNMinimize", "[", + RowBox[{ + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], ",", "ans1", ",", + RowBox[{"{", + RowBox[{ + "x0", ",", "y0", ",", "x1", ",", "y1", ",", "\[Alpha]0", ",", + "\[Alpha]1"}], "}"}], ",", + RowBox[{"{", + RowBox[{"t", ",", + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}], "}"}], ",", + RowBox[{"Method", "\[Rule]", "\"\<RandomSearch\>\""}]}], "]"}]], "Input", + CellChangeTimes->{{3.8000791445032454`*^9, 3.800079151796403*^9}}, + CellLabel-> + "In[196]:=",ExpressionUUID->"40fe2106-8558-4bea-933a-f41d913d3ff3"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{"0.20194883863553664`", ",", + RowBox[{"{", + RowBox[{ + RowBox[{"x0", "\[Rule]", "0.21568656025279112`"}], ",", + RowBox[{"y0", "\[Rule]", "0.624725159775825`"}], ",", + RowBox[{"x1", "\[Rule]", + RowBox[{"-", "0.4532087675184325`"}]}], ",", + RowBox[{"y1", "\[Rule]", + RowBox[{"-", "0.7859667416776034`"}]}], ",", + RowBox[{"\[Alpha]0", "\[Rule]", "0.006150668623467305`"}], ",", + RowBox[{"\[Alpha]1", "\[Rule]", + RowBox[{"-", "0.2655415787724778`"}]}]}], "}"}]}], "}"}]], "Output", + CellChangeTimes->{3.8000791713967657`*^9}, + CellLabel-> + "Out[196]=",ExpressionUUID->"c7fba553-0b1b-46a8-8da5-9e2c09503942"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"ans1v1", "=", + RowBox[{"OvertoneModelV2", "[", + RowBox[{"1", ",", + RowBox[{"{", + RowBox[{"\[Eta]", ",", "\[Chi]1", ",", "\[Chi]2"}], "}"}], ",", "t0", + ",", + RowBox[{"\"\<Fit\[Alpha]\>\"", "\[Rule]", + RowBox[{"{", + RowBox[{"0", ",", "1"}], "}"}]}], ",", + RowBox[{"\"\<Fit\[Tau]\>\"", "\[Rule]", + RowBox[{"{", + RowBox[{"0", ",", "1"}], "}"}]}], ",", + RowBox[{"\"\<ModesData\>\"", "->", "Modedata"}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "notdir"}], ",", + RowBox[{"\"\<ReIm\>\"", "\[Rule]", "True"}]}], "]"}]}]], "Input", + CellChangeTimes->{{3.8000790986178207`*^9, 3.800079100505637*^9}, { + 3.80007913610732*^9, 3.8000791402023573`*^9}, {3.8000796233005733`*^9, + 3.800079629923396*^9}}, + CellLabel-> + "In[209]:=",ExpressionUUID->"08566873-29dd-4b0d-bb5a-81fab0335e39"], + +Cell[BoxData[ + RowBox[{ + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{"-", + FractionBox[ + RowBox[{"0.08519031369657866`", " ", + RowBox[{"(", + RowBox[{ + RowBox[{"-", "3692.632566631851`"}], "+", "t"}], ")"}]}], + RowBox[{"1", "+", "\[Beta]0"}]]}]], " ", + RowBox[{"(", + RowBox[{"x0", "+", + RowBox[{"\[ImaginaryI]", " ", "y0"}]}], ")"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"0.5557334030122436`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]0"}], ")"}]}], "]"}], "+", + RowBox[{"\[ImaginaryI]", " ", + RowBox[{"Sin", "[", + RowBox[{"0.5557334030122436`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]0"}], ")"}]}], "]"}]}]}], ")"}]}], "+", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{"-", + FractionBox[ + RowBox[{"0.257580113392639`", " ", + RowBox[{"(", + RowBox[{ + RowBox[{"-", "3692.632566631851`"}], "+", "t"}], ")"}]}], + RowBox[{"1", "+", "\[Beta]1"}]]}]], " ", + RowBox[{"(", + RowBox[{"x1", "+", + RowBox[{"\[ImaginaryI]", " ", "y1"}]}], ")"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"0.5434592194118589`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]1"}], ")"}]}], "]"}], "+", + RowBox[{"\[ImaginaryI]", " ", + RowBox[{"Sin", "[", + RowBox[{"0.5434592194118589`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]1"}], ")"}]}], "]"}]}]}], + ")"}]}]}]], "Output", + CellChangeTimes->{3.800079104766779*^9, 3.8000791408807497`*^9, + 3.800079631718528*^9}, + CellLabel-> + "Out[209]=",ExpressionUUID->"486f1a6d-6d66-4160-9499-c93b2d45b2d9"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"CNMinimize", "[", + RowBox[{ + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], ",", "ans1", ",", + RowBox[{"{", + RowBox[{ + "x0", ",", "y0", ",", "x1", ",", "y1", ",", "\[Alpha]0", ",", + "\[Alpha]1"}], "}"}], ",", + RowBox[{"{", + RowBox[{"t", ",", + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}], "}"}], ",", + RowBox[{"Method", "\[Rule]", "\"\<RandomSearch\>\""}]}], "]"}]], "Input", + CellChangeTimes->{{3.8000791445032454`*^9, 3.800079151796403*^9}, { + 3.800079637010705*^9, 3.800079637246587*^9}}, + CellLabel-> + "In[196]:=",ExpressionUUID->"507b7ca9-8c2f-4074-88ac-b97c52dbc240"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{"0.20194883863553664`", ",", + RowBox[{"{", + RowBox[{ + RowBox[{"x0", "\[Rule]", "0.21568656025279112`"}], ",", + RowBox[{"y0", "\[Rule]", "0.624725159775825`"}], ",", + RowBox[{"x1", "\[Rule]", + RowBox[{"-", "0.4532087675184325`"}]}], ",", + RowBox[{"y1", "\[Rule]", + RowBox[{"-", "0.7859667416776034`"}]}], ",", + RowBox[{"\[Alpha]0", "\[Rule]", "0.006150668623467305`"}], ",", + RowBox[{"\[Alpha]1", "\[Rule]", + RowBox[{"-", "0.2655415787724778`"}]}]}], "}"}]}], "}"}]], "Output", + CellChangeTimes->{3.8000791713967657`*^9}, + CellLabel-> + "Out[196]=",ExpressionUUID->"e3383432-9736-42ef-9767-7f0fdbad1bcd"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"CNMinimize", "[", + RowBox[{ + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], ",", "ans1v1", ",", + RowBox[{"{", + RowBox[{ + "x0", ",", "y0", ",", "x1", ",", "y1", ",", "\[Alpha]0", ",", "\[Alpha]1", + ",", "\[Beta]0", ",", "\[Beta]1"}], "}"}], ",", + RowBox[{"{", + RowBox[{"t", ",", + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}], "}"}], ",", + RowBox[{"Method", "\[Rule]", "\"\<RandomSearch\>\""}]}], "]"}]], "Input", + CellChangeTimes->{{3.8000796444053507`*^9, 3.80007965123177*^9}}, + CellLabel-> + "In[210]:=",ExpressionUUID->"206b2a19-61fa-4cf9-8344-02987267d3ce"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{"0.03053187480878395`", ",", + RowBox[{"{", + RowBox[{ + RowBox[{"x0", "\[Rule]", "0.38485018264464904`"}], ",", + RowBox[{"y0", "\[Rule]", + RowBox[{"-", "0.724627932797642`"}]}], ",", + RowBox[{"x1", "\[Rule]", "0.31718256401634937`"}], ",", + RowBox[{"y1", "\[Rule]", + RowBox[{"-", "0.2070006941683558`"}]}], ",", + RowBox[{"\[Alpha]0", "\[Rule]", + RowBox[{"-", "0.16026204610492562`"}]}], ",", + RowBox[{"\[Alpha]1", "\[Rule]", "0.10116509801011556`"}], ",", + RowBox[{"\[Beta]0", "\[Rule]", + RowBox[{"-", "0.19570720440922004`"}]}], ",", + RowBox[{"\[Beta]1", "\[Rule]", "2.467434813822115`"}]}], "}"}]}], + "}"}]], "Output", + CellChangeTimes->{3.800079685505865*^9}, + CellLabel-> + "Out[210]=",ExpressionUUID->"9e52e39f-91ec-4d3e-9ffd-7d9461d6e21d"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{"AICcRes", "[", + RowBox[{ + RowBox[{"{", "0.026566060421608514`", "}"}], ",", "15"}], + "]"}], "\[IndentingNewLine]", + RowBox[{"AICcRes", "[", + RowBox[{ + RowBox[{"{", "0.016683541088627494`", "}"}], ",", "9"}], + "]"}], "\[IndentingNewLine]", + RowBox[{"AICcRes", "[", + RowBox[{ + RowBox[{"{", "0.20194883863553664`", "}"}], ",", "6"}], + "]"}], "\[IndentingNewLine]", + RowBox[{"AICcRes", "[", + RowBox[{ + RowBox[{"{", "0.03053187480878395`", "}"}], ",", "8"}], "]"}]}], "Input", + CellChangeTimes->{{3.8000769688353567`*^9, 3.8000769946573668`*^9}, + 3.80007713169261*^9, {3.800077164511408*^9, 3.800077191829287*^9}, { + 3.800077234594315*^9, 3.8000772370687723`*^9}, {3.800077296658966*^9, + 3.8000773262211437`*^9}, {3.8000779500839663`*^9, 3.800077968007718*^9}, { + 3.800078906558424*^9, 3.800078938514785*^9}, {3.800079157718443*^9, + 3.800079176472024*^9}, {3.800079265905442*^9, 3.8000792778017597`*^9}, { + 3.800079656824231*^9, 3.800079699683219*^9}}, + CellLabel-> + "In[211]:=",ExpressionUUID->"f86b5cb8-2389-4d72-bc58-af192a6d5273"], + +Cell[BoxData[ + RowBox[{"-", "7.256241603756493`"}]], "Output", + CellChangeTimes->{3.800077968351172*^9, 3.800078939010487*^9, + 3.800079289273507*^9, 3.800079700286578*^9}, + CellLabel-> + "Out[211]=",ExpressionUUID->"8e45fa4b-bf80-400e-8bd1-e75201f15885"], + +Cell[BoxData[ + RowBox[{"-", "8.186665218203537`"}]], "Output", + CellChangeTimes->{3.800077968351172*^9, 3.800078939010487*^9, + 3.800079289273507*^9, 3.800079700288866*^9}, + CellLabel-> + "Out[212]=",ExpressionUUID->"0c74a98b-ee83-42aa-a092-f3585d63d541"], + +Cell[BoxData[ + RowBox[{"-", "3.199481775483463`"}]], "Output", + CellChangeTimes->{3.800077968351172*^9, 3.800078939010487*^9, + 3.800079289273507*^9, 3.800079700291245*^9}, + CellLabel-> + "Out[213]=",ExpressionUUID->"ef7fa943-3469-4dbf-8a90-4c237ba26ff7"], + +Cell[BoxData[ + RowBox[{"-", "6.97796813076474`"}]], "Output", + CellChangeTimes->{3.800077968351172*^9, 3.800078939010487*^9, + 3.800079289273507*^9, 3.800079700293672*^9}, + CellLabel-> + "Out[214]=",ExpressionUUID->"6ef6f7b8-14cd-43b7-96fe-1fc2545baad8"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"ans1v1", "=", + RowBox[{"OvertoneModelV2", "[", + RowBox[{"1", ",", + RowBox[{"{", + RowBox[{"\[Eta]", ",", "\[Chi]1", ",", "\[Chi]2"}], "}"}], ",", "t0", + ",", + RowBox[{"\"\<Fit\[Alpha]\>\"", "\[Rule]", + RowBox[{"{", + RowBox[{"0", ",", "1"}], "}"}]}], ",", + RowBox[{"\"\<Fit\[Tau]\>\"", "\[Rule]", + RowBox[{"{", + RowBox[{"0", ",", "1"}], "}"}]}], ",", + RowBox[{"\"\<ModesData\>\"", "->", "Modedata"}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "notdir"}], ",", + RowBox[{"\"\<ReIm\>\"", "\[Rule]", "True"}], ",", + RowBox[{"\"\<QualityFactor\>\"", "\[Rule]", "True"}]}], "]"}]}]], "Input",\ + + CellChangeTimes->{{3.8000790986178207`*^9, 3.800079100505637*^9}, { + 3.80007913610732*^9, 3.8000791402023573`*^9}, {3.8000796233005733`*^9, + 3.800079629923396*^9}, {3.8000817243767023`*^9, 3.800081727013749*^9}}, + CellLabel-> + "In[222]:=",ExpressionUUID->"2b2c023f-f1cb-4411-98fe-97bf56b4a332"], + +Cell[BoxData[ + RowBox[{ + RowBox[{ + SuperscriptBox["\[ExponentialE]", + FractionBox[ + RowBox[{"0.08519031369657866`", " ", + RowBox[{"(", + RowBox[{"3692.632566631851`", "\[VeryThinSpace]", "-", "t"}], ")"}], + " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]0"}], ")"}]}], + RowBox[{"1", "+", "\[Beta]0"}]]], " ", + RowBox[{"(", + RowBox[{"x0", "+", + RowBox[{"\[ImaginaryI]", " ", "y0"}]}], ")"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"0.5557334030122436`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]0"}], ")"}]}], "]"}], "+", + RowBox[{"\[ImaginaryI]", " ", + RowBox[{"Sin", "[", + RowBox[{"0.5557334030122436`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]0"}], ")"}]}], "]"}]}]}], ")"}]}], "+", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + FractionBox[ + RowBox[{"0.257580113392639`", " ", + RowBox[{"(", + RowBox[{"3692.632566631851`", "\[VeryThinSpace]", "-", "t"}], ")"}], + " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]1"}], ")"}]}], + RowBox[{"1", "+", "\[Beta]1"}]]], " ", + RowBox[{"(", + RowBox[{"x1", "+", + RowBox[{"\[ImaginaryI]", " ", "y1"}]}], ")"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"0.5434592194118589`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]1"}], ")"}]}], "]"}], "+", + RowBox[{"\[ImaginaryI]", " ", + RowBox[{"Sin", "[", + RowBox[{"0.5434592194118589`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]1"}], ")"}]}], "]"}]}]}], + ")"}]}]}]], "Output", + CellChangeTimes->{3.800079104766779*^9, 3.8000791408807497`*^9, + 3.800079631718528*^9, 3.8000817278910437`*^9}, + CellLabel-> + "Out[222]=",ExpressionUUID->"23170774-9226-45ef-b641-cbf4beae7583"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"CNMinimize", "[", + RowBox[{ + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], ",", "ans1v1", ",", + RowBox[{"{", + RowBox[{ + "x0", ",", "y0", ",", "x1", ",", "y1", ",", "\[Alpha]0", ",", "\[Alpha]1", + ",", "\[Beta]0", ",", "\[Beta]1"}], "}"}], ",", + RowBox[{"{", + RowBox[{"t", ",", + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}], "}"}], ",", + RowBox[{"Method", "\[Rule]", "\"\<RandomSearch\>\""}]}], "]"}]], "Input", + CellChangeTimes->{3.8000825256012993`*^9}, + CellLabel-> + "In[223]:=",ExpressionUUID->"5083e3c0-eb4a-47c2-a28b-201fe9b7256e"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{"0.018416289110495893`", ",", + RowBox[{"{", + RowBox[{ + RowBox[{"x0", "\[Rule]", "0.42752454299811143`"}], ",", + RowBox[{"y0", "\[Rule]", "0.5989210074585192`"}], ",", + RowBox[{"x1", "\[Rule]", "0.051847584366553824`"}], ",", + RowBox[{"y1", "\[Rule]", "0.3548333680705423`"}], ",", + RowBox[{"\[Alpha]0", "\[Rule]", + RowBox[{"-", "0.19787875281149062`"}]}], ",", + RowBox[{"\[Alpha]1", "\[Rule]", "0.06909808230813269`"}], ",", + RowBox[{"\[Beta]0", "\[Rule]", + RowBox[{"-", "0.4102671564403909`"}]}], ",", + RowBox[{"\[Beta]1", "\[Rule]", "3.4030619867522893`"}]}], "}"}]}], + "}"}]], "Output", + CellChangeTimes->{3.800081778511673*^9}, + CellLabel-> + "Out[223]=",ExpressionUUID->"60ebdee5-4a0d-48c6-8d01-d112160fccde"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"AICcRes", "[", + RowBox[{ + RowBox[{"{", "0.018416289110495893`", "}"}], ",", "8"}], "]"}]], "Input", + CellChangeTimes->{3.800082757376637*^9}, + CellLabel-> + "In[241]:=",ExpressionUUID->"5267a366-d932-4a1d-a331-d351527b4dd9"], + +Cell[BoxData[ + RowBox[{"-", "7.989039456500164`"}]], "Output", + CellChangeTimes->{3.800082757836474*^9}, + CellLabel-> + "Out[241]=",ExpressionUUID->"8a7ed467-ed0d-4aa8-900e-c574fb376cc0"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"pars", "=", + RowBox[{"{", + RowBox[{ + RowBox[{"x0", "\[Rule]", "0.42752454299811143`"}], ",", + RowBox[{"y0", "\[Rule]", "0.5989210074585192`"}], ",", + RowBox[{"x1", "\[Rule]", "0.051847584366553824`"}], ",", + RowBox[{"y1", "\[Rule]", "0.3548333680705423`"}], ",", + RowBox[{"\[Alpha]0", "\[Rule]", + RowBox[{"-", "0.19787875281149062`"}]}], ",", + RowBox[{"\[Alpha]1", "\[Rule]", "0.06909808230813269`"}], ",", + RowBox[{"\[Beta]0", "\[Rule]", + RowBox[{"-", "0.4102671564403909`"}]}], ",", + RowBox[{"\[Beta]1", "\[Rule]", "3.4030619867522893`"}]}], + "}"}]}]], "Input", + CellChangeTimes->{{3.80008249607768*^9, 3.8000825457994432`*^9}}, + CellLabel-> + "In[228]:=",ExpressionUUID->"454ea65a-5316-423f-aec0-c00f2260f260"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"x0", "\[Rule]", "0.42752454299811143`"}], ",", + RowBox[{"y0", "\[Rule]", "0.5989210074585192`"}], ",", + RowBox[{"x1", "\[Rule]", "0.051847584366553824`"}], ",", + RowBox[{"y1", "\[Rule]", "0.3548333680705423`"}], ",", + RowBox[{"\[Alpha]0", "\[Rule]", + RowBox[{"-", "0.19787875281149062`"}]}], ",", + RowBox[{"\[Alpha]1", "\[Rule]", "0.06909808230813269`"}], ",", + RowBox[{"\[Beta]0", "\[Rule]", + RowBox[{"-", "0.4102671564403909`"}]}], ",", + RowBox[{"\[Beta]1", "\[Rule]", "3.4030619867522893`"}]}], "}"}]], "Output",\ + + CellChangeTimes->{{3.800082522187985*^9, 3.8000825466068697`*^9}}, + CellLabel-> + "Out[228]=",ExpressionUUID->"353090ab-cfb9-4aca-b681-5e0c078ecbcd"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"result", "=", + RowBox[{"ans1v1", "/.", "pars"}]}]], "Input", + CellChangeTimes->{{3.800082530761815*^9, 3.800082558124003*^9}}, + CellLabel-> + "In[230]:=",ExpressionUUID->"cc097e61-28d3-4eae-9a94-9d4c3e3a05eb"], + +Cell[BoxData[ + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{"0.42752454299811143`", "\[VeryThinSpace]", "+", + RowBox[{"0.5989210074585192`", " ", "\[ImaginaryI]"}]}], ")"}], " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{"0.11587104468902291`", " ", + RowBox[{"(", + RowBox[{"3692.632566631851`", "\[VeryThinSpace]", "-", "t"}], ")"}]}]], + " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"0.4457655703284954`", " ", "t"}], "]"}], "+", + RowBox[{"\[ImaginaryI]", " ", + RowBox[{"Sin", "[", + RowBox[{"0.4457655703284954`", " ", "t"}], "]"}]}]}], ")"}]}], "+", + RowBox[{ + RowBox[{"(", + RowBox[{"0.051847584366553824`", "\[VeryThinSpace]", "+", + RowBox[{"0.3548333680705423`", " ", "\[ImaginaryI]"}]}], ")"}], " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{"0.06254247750709081`", " ", + RowBox[{"(", + RowBox[{"3692.632566631851`", "\[VeryThinSpace]", "-", "t"}], ")"}]}]], + " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"0.5810112092858931`", " ", "t"}], "]"}], "+", + RowBox[{"\[ImaginaryI]", " ", + RowBox[{"Sin", "[", + RowBox[{"0.5810112092858931`", " ", "t"}], "]"}]}]}], + ")"}]}]}]], "Output", + CellChangeTimes->{{3.800082528587599*^9, 3.800082558668666*^9}}, + CellLabel-> + "Out[230]=",ExpressionUUID->"924e1968-5399-4bef-ac46-9d40c37ffb9d"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"ans1v1", "=", + RowBox[{"OvertoneModelV2", "[", + RowBox[{"1", ",", + RowBox[{"{", + RowBox[{"\[Eta]", ",", "\[Chi]1", ",", "\[Chi]2"}], "}"}], ",", "t0", + ",", + RowBox[{"\"\<Fit\[Alpha]\>\"", "\[Rule]", + RowBox[{"{", "}"}]}], ",", + RowBox[{"\"\<Fit\[Tau]\>\"", "\[Rule]", + RowBox[{"{", "}"}]}], ",", + RowBox[{"\"\<ModesData\>\"", "->", "Modedata"}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "notdir"}], ",", + RowBox[{"\"\<ReIm\>\"", "\[Rule]", "True"}], ",", + RowBox[{"\"\<QualityFactor\>\"", "\[Rule]", "True"}]}], "]"}]}]], "Input",\ + + CellChangeTimes->{{3.8000790986178207`*^9, 3.800079100505637*^9}, { + 3.80007913610732*^9, 3.8000791402023573`*^9}, {3.8000796233005733`*^9, + 3.800079629923396*^9}, {3.8000817243767023`*^9, 3.800081727013749*^9}, { + 3.800082640473113*^9, 3.80008264233526*^9}}, + CellLabel-> + "In[235]:=",ExpressionUUID->"857d9a12-d8a2-4a92-a75d-ffd0ebf99846"], + +Cell[BoxData[ + RowBox[{ + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{"0.257580113392639`", " ", + RowBox[{"(", + RowBox[{"3692.632566631851`", "\[VeryThinSpace]", "-", "t"}], ")"}]}]], + " ", + RowBox[{"(", + RowBox[{"x1", "+", + RowBox[{"\[ImaginaryI]", " ", "y1"}]}], ")"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"0.5434592194118589`", " ", "t"}], "]"}], "+", + RowBox[{"\[ImaginaryI]", " ", + RowBox[{"Sin", "[", + RowBox[{"0.5434592194118589`", " ", "t"}], "]"}]}]}], ")"}]}], "+", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{"0.08519031369657866`", " ", + RowBox[{"(", + RowBox[{"3692.632566631851`", "\[VeryThinSpace]", "-", "t"}], ")"}]}]], + " ", + RowBox[{"(", + RowBox[{"x0", "+", + RowBox[{"\[ImaginaryI]", " ", "y0"}]}], ")"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"0.5557334030122436`", " ", "t"}], "]"}], "+", + RowBox[{"\[ImaginaryI]", " ", + RowBox[{"Sin", "[", + RowBox[{"0.5557334030122436`", " ", "t"}], "]"}]}]}], + ")"}]}]}]], "Output", + CellChangeTimes->{3.800079104766779*^9, 3.8000791408807497`*^9, + 3.800079631718528*^9, 3.8000817278910437`*^9, 3.800082643161834*^9}, + CellLabel-> + "Out[235]=",ExpressionUUID->"a0874d65-6559-4fa8-937f-bdf4e0517893"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"CNMinimize", "[", + RowBox[{ + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], ",", "ans1v1", ",", + RowBox[{"{", + RowBox[{ + "x0", ",", "y0", ",", "x1", ",", "y1", ",", "\[Alpha]0", ",", "\[Alpha]1", + ",", "\[Beta]0", ",", "\[Beta]1"}], "}"}], ",", + RowBox[{"{", + RowBox[{"t", ",", + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}], "}"}], ",", + RowBox[{"Method", "\[Rule]", "\"\<RandomSearch\>\""}]}], "]"}]], "Input", + CellChangeTimes->{3.8000825256012993`*^9}, + CellLabel-> + "In[236]:=",ExpressionUUID->"e39f15c2-f4e3-421b-b0fd-0b71c620506f"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{"0.20449457918252864`", ",", + RowBox[{"{", + RowBox[{ + RowBox[{"x0", "\[Rule]", "0.17330218861509633`"}], ",", + RowBox[{"y0", "\[Rule]", "0.8511056730253099`"}], ",", + RowBox[{"x1", "\[Rule]", "0.6428055733826398`"}], ",", + RowBox[{"y1", "\[Rule]", + RowBox[{"-", "0.8779756350193959`"}]}], ",", + RowBox[{"\[Alpha]0", "\[Rule]", + RowBox[{"-", "0.5422373705612498`"}]}], ",", + RowBox[{"\[Alpha]1", "\[Rule]", + RowBox[{"-", "0.2127310373152747`"}]}], ",", + RowBox[{"\[Beta]0", "\[Rule]", "0.36475450096934386`"}], ",", + RowBox[{"\[Beta]1", "\[Rule]", + RowBox[{"-", "0.27033926229015354`"}]}]}], "}"}]}], "}"}]], "Output", + CellChangeTimes->{3.800081778511673*^9, 3.80008265062915*^9}, + CellLabel-> + "Out[236]=",ExpressionUUID->"829a9393-3530-47bf-ac2a-158d3d5f9bf6"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"result2", "=", + RowBox[{"ans1v1", "/.", + RowBox[{"{", + RowBox[{ + RowBox[{"x0", "\[Rule]", "0.17330218861509633`"}], ",", + RowBox[{"y0", "\[Rule]", "0.8511056730253099`"}], ",", + RowBox[{"x1", "\[Rule]", "0.6428055733826398`"}], ",", + RowBox[{"y1", "\[Rule]", + RowBox[{"-", "0.8779756350193959`"}]}], ",", + RowBox[{"\[Alpha]0", "\[Rule]", + RowBox[{"-", "0.5422373705612498`"}]}], ",", + RowBox[{"\[Alpha]1", "\[Rule]", + RowBox[{"-", "0.2127310373152747`"}]}], ",", + RowBox[{"\[Beta]0", "\[Rule]", "0.36475450096934386`"}], ",", + RowBox[{"\[Beta]1", "\[Rule]", + RowBox[{"-", "0.27033926229015354`"}]}]}], "}"}]}]}]], "Input", + CellChangeTimes->{{3.80008266265065*^9, 3.8000826679683313`*^9}}, + CellLabel-> + "In[237]:=",ExpressionUUID->"639f9878-8853-44d6-a969-49fffb769279"], + +Cell[BoxData[ + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{"0.6428055733826398`", "\[VeryThinSpace]", "-", + RowBox[{"0.8779756350193959`", " ", "\[ImaginaryI]"}]}], ")"}], " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{"0.257580113392639`", " ", + RowBox[{"(", + RowBox[{"3692.632566631851`", "\[VeryThinSpace]", "-", "t"}], ")"}]}]], + " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"0.5434592194118589`", " ", "t"}], "]"}], "+", + RowBox[{"\[ImaginaryI]", " ", + RowBox[{"Sin", "[", + RowBox[{"0.5434592194118589`", " ", "t"}], "]"}]}]}], ")"}]}], "+", + RowBox[{ + RowBox[{"(", + RowBox[{"0.17330218861509633`", "\[VeryThinSpace]", "+", + RowBox[{"0.8511056730253099`", " ", "\[ImaginaryI]"}]}], ")"}], " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{"0.08519031369657866`", " ", + RowBox[{"(", + RowBox[{"3692.632566631851`", "\[VeryThinSpace]", "-", "t"}], ")"}]}]], + " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"0.5557334030122436`", " ", "t"}], "]"}], "+", + RowBox[{"\[ImaginaryI]", " ", + RowBox[{"Sin", "[", + RowBox[{"0.5557334030122436`", " ", "t"}], "]"}]}]}], + ")"}]}]}]], "Output", + CellChangeTimes->{3.800082668371325*^9}, + CellLabel-> + "Out[237]=",ExpressionUUID->"473bf959-26a3-4dad-b385-27cdc323f1bd"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"AICcRes", "[", + RowBox[{ + RowBox[{"{", "0.20449457918252864", "}"}], ",", "8"}], "]"}]], "Input", + CellChangeTimes->{ + 3.8000817842384863`*^9, {3.8000828968523083`*^9, 3.800082901825615*^9}}, + CellLabel-> + "In[249]:=",ExpressionUUID->"a9585990-ac66-418e-8f03-660d9b0970f7"], + +Cell[BoxData[ + RowBox[{"-", "3.1744276230310238`"}]], "Output", + CellChangeTimes->{ + 3.80008178497183*^9, {3.800082897187793*^9, 3.800082902288205*^9}}, + CellLabel-> + "Out[249]=",ExpressionUUID->"9bbba026-d765-4022-8156-630e407bc96e"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"Plot", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"Re", "@", "result"}], ",", + RowBox[{"Re", "@", "result2"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"t", ",", "tmax", ",", + RowBox[{"tmax", "+", "100"}]}], "}"}], ",", + RowBox[{"PlotRange", "\[Rule]", "All"}], ",", + RowBox[{"Epilog", "\[Rule]", + RowBox[{"{", + RowBox[{"Point", "[", + RowBox[{"Re", "@", "data"}], "]"}], "}"}]}], ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"FrameStyle", "\[Rule]", + RowBox[{"Directive", "[", + RowBox[{"Black", ",", "Bold", ",", "16"}], "]"}]}], ",", + RowBox[{"ImageSize", "\[Rule]", "Large"}], ",", + RowBox[{"FrameLabel", "\[Rule]", + RowBox[{"{", + RowBox[{"\"\<t/M\>\"", ",", "\"\<h\>\""}], "}"}]}], ",", + RowBox[{"PlotLegends", "\[Rule]", + RowBox[{"Placed", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"\"\<\[Alpha],\[Beta] fit\>\"", ",", "\"\<Amp. fit\>\""}], + "}"}], ",", + RowBox[{"{", + RowBox[{"0.8", ",", "0.8"}], "}"}]}], "]"}]}]}], "]"}]], "Input", + CellChangeTimes->{{3.8000825608336163`*^9, 3.800082593471795*^9}, { + 3.800082672128592*^9, 3.800082730212779*^9}, {3.8000828068866377`*^9, + 3.800082881728888*^9}}, + CellLabel-> + "In[247]:=",ExpressionUUID->"d1c95e49-bfa7-45b9-8bd9-b8ddb2f704d6"], + +Cell[BoxData[ + TagBox[ + GraphicsBox[{{{{}, {}, + TagBox[ + {RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6], + Opacity[1.], LineBox[CompressedData[" +1:eJwU2nc81k8cAHBJg2QlSYqQJCMqUbinVPbISKFsySYrISt7PPbI3utBdtZZ +IXsTfpIQkSSJkn6f/vJ6v+6+973n3Oc+n/M4bWCtakxORkb2ZR8Z2b+fvN5U +M1LvCgm27DeU/34YQzfjdiLVwGeuiPdalo6hh6RVaUPw7JrFdJTXGIoYGyz2 +Ak+JkNqpOcbQr/MvnzeBf3XPc2Y8GEVvh8+zoYlCwguj7LG77cPIlFvx4dXJ +QgL3QQ3VZsMBlPM2bOrCf4UEmqsHea2cWxBdRebsdbC8lJ1n9FIzck59vagK +7jChZOHQakYyTh837METkdlvn4g1oUWuK4dfgzPHu1ucZ+sRr8e0xPXpQoJ4 +Z3FTRVg5KhLhT7nzvpBA6DvYUGfogJg4bmQZgMnU9x1zjJNE7oc1C578azd2 +dr4fZYuV5zyqosGpfgzaJxSC8Vr4cN87cOMLln6zkVQs/OUZmcFMIWFjyoms +k6sUV2Z06tt9gPlllrVVBjbjEXoGaS9w4erfN8FHWvDG8/t8EeDKVNe0ypct +WFhncfMVuFWDzmc5rxUXMe4P/gYWozvyja2+DWe/uF5pM1tIaPJr/zJW3Ynf +fPd/6QH2v1H5oOtiF57T7/cggkupXDJySF2YQ1JXvgR89ift979J3Th503Xm +K3iAMdrQwaYXxzyqprL+WEjQNBg5pL3cjytG/n51B8/JyqsTTw3gYSnpkVAw +99JBmv13BjAD+2hKEVg6ds+L7LIBHDr+/dIqWL3m1ISJ9SAm3b7GsgveRzc7 +IZc4iLvLvf4enisk2JxYttDsGMRU4fSd/OC75L1r0yeHsK+soK4lOH4o9ppW +wxDOqnK86QYWviqjdHluCLeeaTgXAg5WbZHmpBzG5OSKG4Vgg2WjD/wqw/i0 +TdS7OvDGI93YW3bDmDA92dAN3uuvpmcSOYzda8wCVsBHRQsmXg8O4ySeUqsd +8Feho3sX14ZxXcy2GvV8IYE2fB8/E80I/mXnf4oPPLbHidzs1gg+/qFvrzj4 +dCZ/aJDuCBZVPrYkDy5JVpzKdB7BTuezy8zBHimhx6tyRvDwLIvsM3Dvjn0J +oX4ECyeETQeCaUx1rr8ZGMHEOxT2CeB3VzWEpeZH8OrBp5T5YLeb1j+rf45g +hcYvya/BMr6LDGcoR3Gek8Glt+D6Ca2jvsdHsdGCvO4i2JXZROv0lVHcnNS4 +8RPMWep34P7NUcymcTnwwEIhYWVuv62Hyih2pc5nOwaeudptG6M9iidaTlVw +g0Vtj27EG49i0WeRciLgb3QvvwVYjeIY4YMzt8AVseVPjB1H8caSq4MG2Nfz +WeR5t1F8J+0blTH4A/+Xp5Neo7jonkmqPdhR6ZCevd8opqabvOwDrhT8Hfoj +cBSbtSt3RYJT8jj1HoaM4g73Vr0MsDeZnERR6CjmFhHbLAWnHiClzoG9v5CC +msEX7rEd3QOeyeQ4PQhOYGUX2Rs8iiV1Yis/gFs014s/+4/ixCPUCt/Azrxl +qMpnFG93enwg+wTrr2JVZvp8FN/1+uFIB+7PFfq86zyKy8XMqNnBmRfYhp/a +jmKGb9NpguCbvm5270xHsU2u2hUEPq3cPnZSdxT36nZ0K4HXv1eflVYfxeeP +SRg8BFszP4jVkBnF/r2vflqCO0qPWcpeG8ULL7hD3MDT5cVknPyj+KbES44Q +cJqcZu3syVGcvkFbnQh+F1l6LODwKCYr9FEsBCfI/pfGtDOCHxhuz9aCZZ2t +fgYtjWDmwdnDk+CrJ+IGLzSNYMcAzYzPYNoT45/1C0bwEKFb9BfYZbrru1vU +CA4trjA8vgifP9aq3sVwBO8L8X+tCfZ/JCWdvTGMDW7+UXoE7rek91IcHcaN +v23nHMFWeQwSS5XD2NVMmzYGnGvbJ0XhMIzXpQWMh8Hd6U14E+JR5W/6r4/g +jOTuImuIV1LlMeJ3cIz9xZ+fY4aw6Zk9tQxLhYTwRu+GtZtD+D35MN0dcIPN +2w8O0YM4kGi+pQ8WYHE5J2M4iEVO7Z2xA0uTC+ruuzCIQ8WEi6PAXmJ/4hTb +BrCkDVFxHHyzL/Ov/UI/Tv5PIVD3M5wnO/w1eK0Hy5nP2dqATVxbijkte/Dm +1rP7nuCb1UODY5+6sRJjAU8GWGlCQkZ9vAv/kaNsXwCznggvSM5+i3Wq3+y1 +WoZ4KsgR+Ej2Bh+8/WDZHWxq8ba+yqQVlw9tDIaBje+J5Tt3tWDqr5zpr8CN +6sIXPoc349ozXoQf4NtvfBxqjjRilkhJN9eVQkJUnzn1s6UK/M6yajPwC+SP +Un7+O4essbi7Z30CmOzZ3Zz5JGWUHCrvkw9u1Oq3TjN0QkbF7+k7wXSse+JO +0oeh1bUD/JSrhQSmKUKhlG4aorC/Z+gHZqANW7pKX4pMfDh4Y8FdUv2cJJEy +9DZqZS0bvKd9S9JIqxyFVni4t4Fzwk26tBMr0fGfufH7vkK8ksaCIw7WIgGX +7T5vMLVEkNro6yYUHtgSEwlmz3zzq/tqM9pICHmQAZZCndxGNc3ode3p5Waw +dum1+LsVLejmH9n95Gvw+cjTHnjHv0HZhxl76MEqKkd+ltO0IcpT05Gnwa9Y +rrxT8mpDvZJ2p6+DvZ7pG6cZtaP7HgniHuCEa06h9Effojqi0V4i+PYNw/hh +17foVJpAZwpYUt15sHf2LZpratbEYOL98VDVvE5ktXfZbhfs84AvlJy9Gw0c +qRCj+VZIUA3RCVpy7kaXuJ6TnQKnxu4Lm+7rRts3j4RKgKdrX8XNOPUgH99r +ea7g8p6CpZ7iXnTZkqc5BJy8QXW1eLcXLagdnUwG97pUnz4t34dkTn+lbgJz +bZd7Z031oe0DU2cGwUzMRd/G6PpR/mqH5EfwjmC76knhfkRdl26zb72QQCnw +IPeDTT+qTw8LYAJnFuk9eBDaj6wCXNPPgl/mfm6NyO9H/XfvDsuCD0SFyJ95 +3488JaS+aIGTp6R2nv/sR8JcF/ZbgNmSp7zCaAZQ1DdK0VBwy/mdu29FB9Ct +8U2VFHDvrjzluvwA2mz4+LgEbEvDpt39AOqprH6vJnB8HWuTptUAuhdc/3IQ +fKzGrjPSbQBRPskv//jv/SrD7B5BA6jmfmzPBthS28mfNW4AmRN8FvZ9h3y6 +STNjmjGAWM/a/mUC+wy2sBuTBlDP4YfMPGBFNd6H9JUDyH1DTkgM/FpNpM2y +fgAJTl6RkwNv5fKlubQMoJkmLkNt8JpxxB3RjgEUnkvvagE+P3pcPadrAN0I +241yA4+LhqCOngG07rBMCgUzy1a1vuwdQBk6420pYOdnskUcYHWpN+9LwOKs +jTMPugcQBW/pVhP4F8dNLaW3A6iCLoV+CMyyGij8o3UAmfwM4p0DxzSWJajh +AXRs2lnqB/g9O+d/ZtUDqKPVWGf/RiGhikXngXjJAHpaoOpwDKymPRb7NnsA +8UagUB5wqeD4acbEATTpzJcjBjZxQ3kniQMoWPd4oxy4NU1n45PXAJK4vf+d +NlhOuu6Dvf0AWuX7/s0C7Hjxx6M2owGUcmSGyh3MePpJ9LTaAFL51c0ZBs6O +RkR8fQCVtmdrvAKf8s3+NXd8ABkWRVo1gwWcHvAKUAwgxmgPvyHwHQb2HNkv +/cjRQOv1j3/zp7IjI6/rR2dlpQf3/4Dz+IOrSmZaPxoXvLR8DPxzD9kwp28/ +uvrn8Mmr4H4Rbtk2+X60/PHXZXmw/cO/977y9aPEzk9KOuCEZa7xPYf70W5s +k4c7mPEP8pyJ7EPNwg5zzeBOacugLKteVGoQRhoCb54S+A+f7kVpEXmOc2Bn +LfX7Pwd7kMf6fwf3b8J57aG9d1KwB0mW3uaX3fwXXxRqMsNdqFaI2bEPnGKI +Sst6O1C+vjCaAZtcri6TfdSBEsIVDn4Db62Sx7nvtiOXbx4JDD8hvv4QxxZ5 +2pHoq6UGDfDlS0nsDVZvUPmF2gNT4LL0H8ov25pQpt5I/wrYg4brtqNiE4ok +fo3/A07pi5rwHWpEdmucfGxbsD8reZ1majASKglWMQD/pLfr/TZYi4oEH8Yv +gtEmW6fgaBnKEdhz/sc2nOcKJ2VPpIUgpQ+KQxS/oN6akLdOvOyLNiITnjGC +CV3qFjKpboiwfbH7IpiMR+ju2bOUaKLFxNIOPGEesnNsKxhT3+8u/grOkuLV +H1bJwqWHjt/7C17vkJDdvz8H328wJqP9XUjA1W6F61W5OJvzr4oAOEboXFQk +fSFGq0LrFmC7chr1BIVX2M479tJnsDh73yNvuyrMLDI3tQ2WWSs7d42/GuPF +Cy8od2C9Vg4YRs9XY2qlzhEe8N4ikwOUyjU4i/mP4yNwZcza2vTeeqzQJcvm +BE6z+bqUkF+P191i2n3BjGvWkkVKDVjyoyBzNrg9bsvodSjG4ySD13PgsexL +95s2G7G7XrH+BpjanDmIGjVhriM7lBR/4L5x42HB3IsmbOscrcUJXpRvthOg +bcZUUh2/9cELKgFxA7QtuOQHY6Yt+Ey3xxqfQgvWzNVX8AR/cijO/OPbgjMP +/05MBW/W2/j/+NmCJcb5Jd+DKXJeRJC3t2Jh/STRNbAZq7p7469WzP2Z+uKe +Xcg3/ueuvuR7g+l2ls9ygu9a0jalBL7BFC+0OS6BWXGEVFvlG7x9uIv1Ftgl +Y4di74c3eJYtn/4ReMrqkGuNYBsezT1O7Qw+o7n38kX1NtwlFLA/ANyqZHyx +wbENN9ZskSWAfU2ZZrRi23C5lOnvfPCK94meg5VtOK977EctOHL5WUX7YBtO +1pBe6/43v6fsbrFf2rDfI+75VXCptNE+s5Pt2HUt+v1fsOL2/D1L4XZs83Tf +BN1f2D8ax1553WrHxuQOw6fBHGwLtfl327FW0FyvMNh+96jygnE71Evqb6XA +n1UPmoo8acdSSS0t6mCdRY/zie7tWJT7YoMx+K/Wo3lm/3bMV5xe7Qj2efLi +YFFYO2YXZSjzA9+TuyHwILodH23yJMWBLxhrMfHEt2MquW85eeDxuqhsupft +eHdQL70GvNlj/5kZ/F27P7ELrJK0xCAF/RfnUOwU+OrYtkM4jDdlWRz+Bdy3 +3zJ0P7EdD2yeCt4F71+1/Z0J82l7HupLS0YiZNHd8LB+3o5rDu56sIPXrJv3 +PrZvx8Xhls+EwM7E08SoR+04k+U/hxvg8/12qj/uteO4DAUbNfBBWumEUJl2 +HMJXZ2YElm288c5QpB17VZw3dgDH2b1Kd+Zox46SL3V9wXQ9TAX91O1w36HS +igUbMNW3W/9ow7oqLuq54Jtq11fvT7VhGYP7sp1glSr+XrasNiyx3CE1CXaa +EKOj8GvDwvaikitgBip7i5uP2vAJ32MXafaQCO+ctQeWOdowHa0fPxvY13i/ +qs4u7Me4zbMXwCc+D0xeG3+DV/NGWFXBcoHvL+j4vcGNPZH7Y8B/mMvayoeg +nr27d08OeK7tcrFgRivOe2/3uwpcLmIeddO2FUd8u7P2DpwqoZmuRtmKjY/S +TZwkJxEI0T2tRedaMN3p0jJ+cG89N0PsejOu41MPkQDzmp/wtK1pxgw34wgP +wMaElQ566WbcaMeekwi+Nj51IEa9CbP2X7A/sZdEUMrLvXEwqAEPBt6hOU5B +Ilzg1GmmUK7A7jHfP/GAByl/M6KycnwuPbpJFHzm+S2DfqZy7PH6nf09cDFv +nSnPVCnmX9SfjAUbJDjMkumXYP9bdrlM+0gE8+XR6cLabIzIIm8w7icRYibf +Y7mHTphXw6CbE8yac0rg86Q5ZswXunsRnJvjF8XErYoX1fofq4LpqC3mXYUt +EDHncDgRzHdmPGlVKwDNKPm/pz5AIgQIqHErXkxGnRmaj1nBg9oLD5TPpqLy +Le7v58Gmh97V6AmnIf/0N/vlwQ0yKl/cCRnowia5QACY12lJm+JaDvJIcnPd +d5BEKGxMcfmeWITM1hX2H/3nxw9emLkUI3VpViIXmJ1W86Uobwni+VaTIQUW +ZtmoI/tbgvpvbnV6gj3kLQ/siyxFNfHt6uHgLY1HehbfS1Hmasx0KjiX+aTj +9ztlyDnu8joGPx0YwMqU5Yh9xe74Ljiz7vuvAb0KRHX9RsZhSlifgHXl9lcV +aCOanv8keKdVVLmBrBJ1oBKCODhhsVI2K64SlUY975QHy7/6nBf2oRIlLimp +a4NLa83cbXiqkE3kl0cu4K3fhvTUJVVIa7HuWwD4E+eKa/NaFbopEfwsHrzJ +PVRpIliNmD/xhlWDWTjVS22zqxG5+C/mDjATp7bpyHQ1WiG+TR8DM6Q7jbAf +fY0ar5pWboIPmoS4mT17jbaMtSIOUJEIj6oNlAyKX6ML4QpWzGCSZ3rI9Mxr +ZFonKXcOXGginzpNW4PSPl3gvgq+rjfMYSBegyYYOMnlwQIRa4umJjWIQfLo +tDbYxkPpz3pIDfKK2o52Axux9SpEjNSgGrxsGwomsy4m5f6oQd8//6eY8u/9 +YyU5N4/UIj6m/nMlYKE+MvVHArXI6HrzviZw98gCGYN0LUq0KP8wAE6fNRS6 +/aAWDcdm18+ChbN7E/fZ1iLqlrj47+CjL80FVL1q0a3VQAeKQyRCPs2efQLh +tcj9uNudo2Armkd2L5NqUeVNa35u8KrVkd+JObVo1Vqf8gpYeSxN43JxLeJ+ +qTYvDab7pmn2qLwWPWy71XTvn/uyVEWqalHstytJj8Hkken3ssD9rLxPXcCK +Ri82qypq0UEZVo0gsFcXy6jtq1pEeEIjlAj2fSrSP5pfi5yTyQ6TwMT40yuf +02pRydv1xXrwStk+3dKYWrS0MdfaC6YWUA8SCqhFHOxjqe/BhaG8ZJZPa5GW +/FvXNfBF9zLnx49qUYRj7b091CTCeJbP5Hm1WtSZRrrEAOZw3RZ7LV6LyHtS +6DjBG38D+5i4atHVrfCVi2DJLK49cpS1yI7Tp+Mm2F7MUefeSg0qUHLM1ABX +cknFSvfUoLmnph4m4KfvikJPFtYg1iwtHSfwCsn39ox/DQr+LckYDx6yyG+5 +CfujlVtoLQ/Mcl9T/jtDDdq5w9ldA+5sL2fK/fQaWeYe8JkCtxSd8kZBr5GS +Rv93tsMkwuh5YYXPtdXI16O57wJY56szMdS7GjUUlBdcB5PbNrjYyVYjQfJ4 +Q0MwKxPXReb+KkRXrD+UDa4J7654/bYSyUyoFVeBjT9emRb1qUSe+24HdYA5 +RDYuikpUonVtXqnP4ELiC8t3+RVo6OD3Un4a2B83rhXGOZSj5spjVhLgmnrm +P8685ajUSPycInhNeTNQeroMERtfpFiAK090v+2+UYYUnJmDC8B3OZ7vSpOV +otZPEsbnaCFfmgc4Xs0pQhVt/sfO0MF6NAXfOMiZgTLtSYOXwHLn9jo3Gqej +KI7BkJtg89w96+K5acjO/QSFEbg3OTC3gS8VCYgUraWD48oCRinNE1B21tBb +dnoS4b9LrRx35UNQrM8pV1YGiK8WoW07lud4+KBJAD/Yn3f01Ly5F2YIIcVI +gteFz+W1S73AwdHir/TAnPuJhXemA7FXttZCJvjw15ssslMRGPOmf68A81Hv +TfXmj8I7RUtk7eCSyD8Tvi7R2KnK+cQSeFZk5qvfgThs0RGjwn8E9hPPq5DN +z4k4X2H6gSSYKfAk+Y9jyfhT/xlzZfAS1/zTQ4QUbPCu/IUtODMu6VF8YyrW +/DxYUwGOtig7XDmbjqOsWDrawCwj5ycjjTLw4Lr+yBh4lf9satXHDKzwe+3r +NliHx4hU9i4T36CmPSPJSCK0MV/ZbczIxh7Eu8LK4Par1+JpaXNwPWMy0gOv +yucQbJ1ysOhJfi0vsPLlEgotlIsd0uwfRYKZo62ox5NzcemZOvtMsMKv0c27 +v3Mxv4B8WBu4w14gU6YgD5uVRiSOgdeTTjSX7+bhXJGJvEUw4/snzozK+ZgD +PW6lOgr10x7dmsyFfKzXUjJwAjw7evLwAH8BTpLemuYDbx3k8120LcDMKn7b +SuCOAaO2obUCrDHcu18P7Ltc9jrrfCGOuMfEaAuWMf3Gq2tYiPunHpz2Aksl +CH/5G1uID+tnCUSC6QWcTvm/LcRy8yvXMsF7hSTObv0sxP6PL8lWgO3u0tSo +cJIwuV2L4Rj4trJmFbYhYcImle0iePlQ/cZ4BAm7uai6b4PTX23pzbwi4Zrd ++CAqJhLhkvO14+M9JLzl9SHuBPjiYJhn8wIJXz5wLpsP/ODjtZvpOyRsF2RT +JgGuEzt1x4W2CJfQVjcqgS9MUvynyFaEv0T+7dEFqybs6rHzFWFTffsgG7Br +eqRZ7+UiPCewJOMJFsYTBcniRVhv58H+CPBwyMa5aEIRnno72JIOLsgu5a68 +XoTvxUp7loGJd2fY9kP7sFGdZCu4641vb8C1IqwiLLQzDBZI4OO+fakId//N +ej0PfmZFr07gLcIyPSxOm+Bvn4wa3E4W4daEsEsHjsH7sp7upaApwgRTivVj +YBbRja3x3yRcd/lpMQ+Yd/tHPvknEhbdu2oh9q8/701tvz4SLu834JUDe1w0 +97CsIOELyWOftMBOfNOttXEkXGiukGUOJq4y7H/6lIR5xJoMXMGbwQlqhZok +nLlfhD0EPGMhsqpzkYQT09heFoH9uah21T4WYmbrqHsYXMcuPZtXVYijxCmZ ++sEd05VfXwYU4uCxdeI38ODjJDUH7kJ8MOuREjkzicBV9MDV8lsB9rGbOnQE +3On7wYazpgC7Hm7zvQQO+Cp7ZuVmAbaQind1AvvvdG+uEfLxIh3NVX+wA/nz +mNFfedho2utnHHjMVSi2tTQP6zy1sKsBnz8nEv6BNQ8rFCPTP+BvG1LN4pM5 +mO/Egpr3cahn3e5SvKbMwrmLWvRRYNkfWd0H8jIxV2VfbyZ4gKvuP0rpTMx6 +57VsG9j4fQ1B43kGpvYLRpQscF8p57GVnU3Dy+vC58PAV57qrgX9TMSnpCba +k8FT52T7PLkTsUqkp1EROFnjsYOD+ktcebE/qQdMRj0cmEaKxx72lnTUJ0iE +e0U/r5zQjMFMmzk//MGOElrhNfxh+MY2a6MXK8RzJOWVymsG2EG2VScCrJIZ +9iEnRhPnxptvp/1zVlrY9/Bb+PDVGuEm8FrMx/QIXkU07qKZ9Rd8kEdFoY/O +BlnthAe6noT8Ghoz3TjkjdIUxM4Gg8t1Q76dFH+BhhNnWl6Ca5qfp+uk+iIx +CcE/NeALM6KubDoBiMK923obLFx6yexqcihK+Ltfw/EUiUATYHpY6GQUOsE9 +IOUHzs+WZyBURaFEhZfCceCbqnR9nErRKDlekK4GXKirnX3dLgalX7zX9Qf8 +kefW1ZGIOMSpxVFDw0YiuHjnj7xgiEeZHiu5bGDCs9b7b0LjUXaPh+91sMq5 +DZMR1wSU/yjv+gtwmDw9RYhAIjof+uRCDJjFaDx3X0QiKiyXYMsBj+dK177/ +loiK9gzudIDJgj6RcrOTkCBP4vI78MqQSCvxdxIqUTKZ+Ay+PXygvFshGZW+ +/FVFzU4isI1fqRaZS0YXm1uzT4LJmj9S6vOmoPLF0GgB9n/3g79FYxYp6DLt +fR8EZtr4VBFfkIIqL3M+UQGXhHAGZy+koCs6X/T1wcN5m7u7NKmo2qtKxQ58 +nXWKpZ8nFdX0yQtEgb1SXtR8vJuKrm0ePZkFFl2auHPWPBXVsc4cqgSr0r62 +i3BLRRJS+b/awI6eece5Q1NRw2P7pTGw7Etvm4+JqQgRJccXwd1B9L1deamo +sfJg+zZ43OZVxUx5Krr+32AF1WkS4UfQ+ihnQypq3puUeQLc0ChwOPZNKpLi +fRTJB17QYdcV70pFrSpCXhLgk/z2u0f7UtEtp982SmAdynvS3AOpqC3pja4u +WLR7X6M1WLo1TMkGfGVajvkH9O/4fF/CE0wuTX3udXcqkqXn4osAM7q2f29o +T0WdV1ZZMsDVHbTplE2pSP5hNWU5WDXr4IvE6lTU7eO11QqmaJpifFaUihQL +FD6NgJ8dEV7LTU9FvQNMowvgtyMJk+eiU5Hy1kzrT7ARcW/THt9U1H+qoOwg +B4lQoXCq+JJDKrpzyyH9OLhxvXO8zSAVDZqjcF7w5VnXqDqlVKQWQelxDdy/ +mqTNIpaKhquHrBTAuHT17dzpVDS6z1TBCsz94aBJ1n8pSJNP+Npz8DS5CxNZ +dgoaV905RwQ3WTr7a5unoMkU4oFSsBXvzqTkl2TEIBsy0gSuDwi/Z1OUjOTW +AzIG/s1H85g3r2Uyqrnpjb6B0+2UaR5+TEIJSw5OFzhJBG+uNf6+skQ0GGF3 +iwDebqo/qmqQiKjErY9AXiWs3bhBV0iTiJ6GmhZbg18GTgjS6r9E9y5qfyoC +B1CGTDd8iUfEKc2KBrBbEBM3d3A86nih7t0LfjsQEl3LE4+ujCuyrYLJ1Poi +k3XiEJMbQZOfC85fVoWpgJIYNNx2pr0AzPThbOvDI5GI2oYjuhZMGdJDIZAQ +gW4eZzPsAhu99v36mS0ClZkz//0Mrn5j4anLE44i6A5d4T0D54XWAzGOB6Ho +jtZadi5YNMRb7qiIL+r9UuObxU0iiPNHX2S8b4LULSeyK8Gl4ZsulfP6aGJl +u60d7MwdflL5ixZaWBY98BnM80pA+2/iDbS7VOkncBb8elZvTu8+Flwo9a8C +05jSkvLWHXGl8WBuB/jhoThvtTVnLD7/reMd+L92jfPBiy5YZu4C5Q7Y3l7r +x1q7O9abLQog8JAIgTml/MOnvDFxOj/wLdhMgaL07loAZnrYmT8B3itq+aHk +dSBO/G+pcxl88klV0ZHnQTh3iucQzTkS4Qxn2lLZn2DcNJEdpAp+MhTxuLEj +DMtotRUYgl+nf+x7KErEve/mu+zBFg9Uj5wLJOKJcS7qWLAYl+hpyrPheH00 +PXgSLIJ95/VvRWDnu82FK2D/F5Pu3H4ReHfkQ/cf8MK9lFehbRGYaoT9MDsv +iXDIIGj2qmQkJqoT+IXAUeetqJwdIzHTsK7iDfCN0wQ2+cJIzDGUHGIEbrQ6 +pZJLF4VzVRtIDuC2OZNKfhSFBQb/6/EFn1v7nITMo3D5nT9fYsEfafU0pqKi +8NUBVpo88M8NBmvyuijcqCIuUAM+r1vTWDIThW/3ayt1gbeOSRkukEdjtb6E +0C//xjPTUJxH0Zg57tPDXfBf7b4FEa1oPKV3SZD2PImwf/lK4Rm7aJx2zvMv +G5h+5/nvV37R2GS9p+8CWCbC2noqIRrz1rKkXgd7HVZ6n1UQjb96P7JRBT8+ +8uIhbU00LlcoJxiCKcclxFnaorHz0T309uB8iW3yjr5oLDGt+MEHTOvL4cwy +Fo3JcxJeRYPT3yW+PDIVjdusP3lmg5kS5XMqpqNxkOgl1ap/45VH0+x9H41V +9nhydIDt6j667UJ/xs6e9XFwpvLxifzxaPwugqVlCRz6mJJwaDAaJ2s/ivwF +ZiVb2Mv5NhobcpUbHuKD+8BEfsmP+mjM84XsEiu4utP7gF9JNF6pUKTgB3+X +E/g7kRqNX7knDEuA4zLvtvwIjcaO0p8ylcAT2Wtlk3Bfukp3yUEXbEobbBRu +FI3/jnvcsgHrFGW+PKEQjVvTeo56gk/brd55LhSN/c1YFsLBPSjpVRNjNFa8 ++KgyHfzsW+7RxR9ReLSVTLMVrBK6//bPV1H4ZYji2RFwqrpsxXJwFNa7m/Bz +Hux4XNRy0jgKL326GHeAn0R4Z8y39oY+CheVeJgyg6ME97/pmYvEdk97RM+B +3Z/4bnyuiMQ7VI/eyYEPdNXf8lSNxDQCCSyh4NAAxsglhwg8tLnwORmc9Idy +0+RqBI7DF2uLwXumSkwu/wnHp+/0aA+A99ur/p53C8eX7MmSGAWgfrlA1+1h +QcTb4oqWZ8AevBQeNlxE3LAvQUIEXDn/hXy5IgxLx16c1gRPxBTfbfcLxVo1 +JmwvwSJzMwo51MH4OVlP2mlBOG/3qb7GBb74l7zCHSHwfxHirYp7fbFjbBfZ +dfAxT59O6/svsIVAp64eWCOCq+TVHh+spdN+MgWcwcs3viPliUWqm+JZL0A9 +HBGWHi7uhFetK8OPCUH8xdIOe5+nwWa1l6+fBcepPzpVuSGM5vdXrImAh3fW +5bR6bqKppDLlu+BTDEJ703M1UGdXyeFocOHw8/rwL8Yo62xBAIMw3CeVI92o +shwQ+xNeMQ4w99LBl9mrjiixIW9RCDzjv8fw0mVnFKGRK30HTEW1dq++2gV5 +eGftI4ItXDY7WmOeI533KZ6HL5IIeWuOf38r+CDuPTe8T4EDLx5jX572QWsc +cz6CYBrKp6qXrV4gbxMe/zvgU/qyQvk+vij/S0loNPjMK77VwTB/ZE+rRswG +Xy867a5xKABJCv0IrwIXXra/POEdgAbsxaLfgd+ST1O2mgeird9NL09egnyo +QXmLgykYNZ80ShIAmxBu5NY5B6NgtD8FgUvXZbiZxoMRm7dcuj54rrouazk4 +BC1mrmTYgZMbHnBrz4ag0rbQLG8wwbay0eZSKLpNNZSbBX6b0yT6tDcU0fE5 +5Ff+e/6x7FMDpjA0oXissB08KGwWP60VhjKtX5PGwYlhFaVLL8OQZbh28RI4 +Wjj/mse7MCRS9qfkF5hSf8y7j5KIyEZSSg9dJhEixj0zTp8hoijmuQp+8LL0 +mXsBd4no4VXfKklw2ONdiiQLIuLR4XmtDNaZpn/51YOI1t06a/TAZmej4z0i +iag2xaLOFlylmkpSziQinyaaBi/wVekDpTplRKT0sQRHgi3bBIpzGomIeZ9a +Uya47tPUxIVuIprl/tFcASa67ovbGiGiQpnY1jbwCHmE49//iMjRTKxtDMxt +d+bi7TkiIgRPti+Cm/smK3sWiYiyyO3tNpgled+x2GUiGuxj66ISgfPq8vuo +jBUiSvzW1H0C/HXPzaQNaDc5YtTLB3bpetARtEREFy7v75cAP99Vfmc2T0S/ +7uYOKIGFD72vj3xPRK3OckO64NFPR0IPjhNRaMLKsA3Yt3kyqKuXiDTrQkc9 +wX9XMzjetxAR+/SF8QjwLtv6wq0qIvr8d/BdBpi4vRVNnkdE5acdJsvB9IfP +HWWOJyJ3qWP/vQFn3m6wDfAjIhnj19OjYLEF2Zn79kRE76c98wnMf1CsLliX +iCZy/3zYAov0a/qdkSWizM6Uj5RX4PxRu7N0VoiIrFauz7OAxa7xFcceIyJR +mrmF8+B4f//ob1thqOsOz2dF8JQbzV9J7zCksLnT+QBs1pISeVYmDHUnDBRY +gjsT9/o4UoWh3o8uliHgDvaZemO/UNTv0LPWDR5quWlrahiCVFjSB6bAgQpT +SvqMIWigwbF05d/4Mes05C3BaPAAuz21KIngE3TSRvd4MBqOt/spDz411ptB +LAhE6pLS49rgA392b/TKBaKR2ROvzcGnnVTtyBYD0Oj5Ny5BYA396Tpz1gA0 +Xn9stxPcrVEv7mvlh6Y+1FHIiZEIWlIdnU+avJGOb/j8fbCjySEahlve6D9e +k7bHYKtfs681273Q9BNa/wCwakCnGWWHJ5rZZ3DoLbhGz66hwvE5mjt3gEHm +KonA8OIoB8OSI1qxvcN2+xqcJ5ws1D0y6qhAV61EA0wh1WBp26GMzBQ1rhuD +zSiZ/vqRS6NFnvuGPuBGP7L7tw9zo/n3ejnN4NzfGxRvLyniaUUbQSQO9e1v +lwNs4qY46ZpdoxI44TrvprOCGdY5Z3/nIfgSlfTr2/ct8ASF8xM3MIULzeue +izZ4rPZ5VS3Y5GOFweNz9rj/XBgSlYD9eNWeiS/tGQ47Ft4vDea3eCP13dsV +K+2L1NcEl84dE+w2dMPdMzHejmAxwvHqf38vfRub3F4O5oy9tPT1gif2f5F6 +rxVM8T6RoTHaE8s8SV8aAnvLLYZPbXniNqXsQ9/BE8G37rx/7YWb9xUpC0lC +fj3LpnGX2wd7fi+eIYCd9CtDB119MOHDK1sVsJvRoZ+mAz64oa4i0hr8mUfM +s9f+BXbLr+J6Dk54y88b2fICi8e9rggFRz/PpntA54trn9SPkcCd0pTxXzJ8 +sYs+Nq0Hv6W2FCz47IuvKjdtd4MLGKtWtAX9cDXvmxMr4OfroS2+pX64/EO3 +Li8iEbQnjJxfpvjj5qxvN66BYyg031BM+OO+x0zcCuDIurHxj/QB+PM33RVL +8EkX+yebTwPwzwqfPnewK9UDQa78AEzhklcaBh6n8jxRNxaA2ci/O78Cs1LM +tZw+H4j52o7pNINLn1S0LqsE4quB4mgI7HG+w53ZPhBLK+lzzIE/h61XZ0cF +YnUG330/wNuMBc+iSwOxwWj+4j4C7M/xWbq5nkBsndDXxQTO3363N2IhELs+ +3Cg6C0769oU9ZScQB3IcjxAFb1frOxyiC8JxCxIOsuBrc2zKY+xBOCvf4J4W +eHbeUXyvYBAutfK7Zg6+L9B3iHg1CDcKF55yBWsGaXe5SwXh3s3+PSHgrdiW +jn7ZIDxZ82MuCczn10H0UwzCi+4sHUVgyn1zq5lKQXjzBirAhH/fB31Y4YV2 +igNGof3gh5ftBk/A8/Rd/rYfwEeSa7hcbgThU2Ek9XUw57vJLBmxIMynNnhl +73WYX6CjeiB/EBY79pOFEew7x2N+gy0I3548scsFXrhyQM+eJgirpxA+XAb3 +WtHOcf4OxPqGxq23wb/vxc6qzwdiq7OBOZrg1Y8VHodg/VyXiwJNwUy6OawK +sL4BxUOWT8FCU3yKJ6IDccyTLZVAsHrJwoybQyDOvHLy0ktwhkT+f85qgfjV +7+vHCsEdJ4ae0wsG4m7voP96wHYDPKVC7wPwhHRJ4zRYWPX2m9ayAPzp0EjG +V/Axe34vat8ATB51yoz+BomQLfXh4hBnABbNfLWpDrZM6BjduumPb5uOvjMG +MxdSCiwf8MdqfL/rHMEsYSNBbzv8sFX5Te84sG11/pPHN/1wRusY7RT40Fjo +LDOXLy7x31lfAU96xbArjr3ADQqnR/+A+/mT24r9X+DxYbNENikSwea6ihbX +gg+mmf/DYwh+2HoopTfYGw+e11i2A6cMa4uFinrjGLtCkhf4AFE4eHvWC7OR +aQung4WD6999v+iFL5yovvYBrM2Q++Vhuwe+c8dOSfcm7G/Jgse0Ts9wVP3C +E+1bsH77vT4IP7TA9ygkRczBeg8XHrlkm2FW+egtF7BMUsfCxy+mOGtcyi0B +rBxSzlXiYowrv6f6vgOfWj21qM/+AI+d047XvA31/R8/8vuqxzFLTF+DmjTM +Pz3M1C/0MeIrkx0yAltQ/NbPkDRHqL/lkwOY2aSeve6zBTKiqqaLA5ONbnKe +PWGDitxTDabAVOlEIXf5J6jxJYvTF/Apx09UnvT2aKg6KmgXLDQg/eX7sD3a +WvcvZ5eB30e4CFpUc0Q3HtnuNwYf0/qze+fCU6Tus8zi+K999/bi8Zmn6FGa +saAfmNc+jGss2AUFT96/lweWDNyN+zX1DI0q38j/Ai6bHpVwvuuOFi3qGnbB +SOjd2Wcr7uh3gMgQrSzkm72xJJrnzxF7K++OEHjDyZBuWsEDPRY9ouQIFpQa +/kyl6olcNUIM/MD5QzssjaGeKNTugFMcWK1v+mTsW09UWvg7pQYc7fPzwEsx +L9T61qG8C1xZnpHeaOWFxha+dkyB7SRknbbTvNAO+9y3XbDoT3u9OHJvRCP5 +cD+dHMxf4nXdlqA3Oq09znIafGoxZVZP2xvdju6WkgJrpSA5VOiN7pXevqf+ +z91dZq8GvJF5X6OFMThTLouB84c3IlJWRPuB2bTkFnYv+6B0bsH8OLDMYXl/ +EzUfVCGV15AHTq6bSeqw8kEdepxDNeBrr/7qcfn7oAm3pE9d4ObIc5JPU3zQ +SsKxnSmw7WX54bZyH/S3KpxuFdyTFL1B3eGDGEYOnfkLrn+gmi7/zgdxrb8Q +o5MnEeRZyxi8F32QCC2Z0mnwtZLEwrIfPkiWz8VAGPz6vuXBabIXSEd2w1FK +/t/3/Q1fyaleICsTqyB1cJ4mxwNO+hdwP1lMMQY/ezf5jMD0AkWmGpQ7ghnG +I3O0j79A2fVTHX7gD84HLRxZXqDqibv/xYFp5qt9IqCd8vpuWh646LnKZAs8 +r5WTZVIDbpeyGKFmeIEKDiue7wIPn9330vrQC7TzZOPrJNi1i+H5KvkLpDjx +snwFfMTu/N+gLR+UTJB6+gesZczeIrfig75mf5agUYB81hGTyA/3I8LhCHI2 +MPlMou+VXh8U/kSsXRCcsnwty7zOB82+mwkigPND99/qyfVBFwn+KnfAt+Yz +JnQjfZBPtuBRAzCVtCb5WVcfNEI99s4OHNHr85zbEO5jT9yTvcErJcLiBjI+ +6C3qOZsFbmG8NZF82AexZNuvVID5ea8r5H7xRhbUrK/awDxHJ07+7YL99s7s +6iL4G0UZMcfbG+kihr9b4EMvVGfJH3ijkqzXLZSKUN+nc31vuOSNVO0OKp4H +x7r7nLN674UyxovpxcHPw3KpLUq90Iak5qgC+CzvKs+MtxeKOZStawW2azT9 +eJ3DC01kStm9AuPHtO3hip7o/KFlkWawoxLL7wVGiC/biN+DYAa7s1QfJzzQ +KckPPhvgM2NpdJ8NPJDhmHvsFSUSodVp8utsuztaoaypqwe7Hf6af0XPBUnY +6Hv2gn+Y/vCV7nyKQkcP3n4PVjkupB8k/BRdyNDsI1MmEayD622+/HFC9uI/ +PkiBi4N+7B/xdEB/rC4c6AR/vFx9UkrBBlHcoyp4B5bLqg4Rum+NqK/PKS2B +h188dHrGbIVYj8TFHFSB+ljFm/pupDkSr/p7Rhrcf0VF4IibCXL523uzFUwT +Mnl71/oe2gqz9Gq4A/W6FaZQ/qmMyZ5Kc/eCGT1pp39bqOKDBqc7/wOnqIjM +5k+oY+ZLI/R/wAw0F0h6+ffxlXHxtGuqUN9GqRidCtLHjuzUjdXgKALv6R1X +M+xOuWDYARbjFOi+EmqOfdfxgXGw3AehdaVECxzd+kT5J1ir+aX7myIrXG46 +OX1ZjURQ2Mm5Y61hi7+X5P8pBYd+9LiWuGWP5WxyvreA7UyTeBksHXCqYObS +MLibN1Pt2HsHrFCUNLIJXih9m1ZU64gzC4ikq+okwvuNOslrd53xL7OQDHkw +KcpUTK3SGavwBsbrgM9vae5rPPIU7+R6v3AHOyUPU3m0PcUa2Y4PmsHm9NZC +ew49w4XGT9SGwDVi5wXOaDzD5GdsZOfASafkLzgkPsNFGY8v79eA/bkPXwrk +cMUUhibnj4GrymcNZfRdsRaH4WkeMHngyXWuJFe8P03nsBx41NkzTYDaDevo +3d+rDT6vriSsidxwKdvdbXMw++TdPdHWbvjge9WvrmDvLx9cFhLd8MNk5fkQ +MI2ggJpcuxsuf6AwmQzW3ZDxxatumOqk7EAxeLx+WvPWEXesN3WrvREcNUGh +NnnJHVe9vFE/AK5N3JH1VHPHNNqobBbcsvlV44q1OzZiEc/7DhavyBn94+eO +a96JplDchfpN7ZrdSJI7pou/HH0U3Chfw4hL3LHJPeEgbvC2dt/X2kZ3XHdM +0PMK+Or9By49Pe6YYey8kwzY6eNRmx9j7tg0hsfyPnjPUaqBy+/dcYPGGUMz +sOyByx+IH90x41GO+8/AJ6zJeCjn3bHZ8CnlYHDy9RbrNGhvjDxxKwlc+PLq +Gx14nkmN+VoRmKpnx1Fy3B1bMBwVwmCOugVGuV533DxAf7b/X3uFt7V3kzs+ +Hk5z8gOYLcs6dvWVO7ZROXRkHayzVDYVluKO22gPUu7VhPOo4VSveaA7Zu2j ++HsE3GEQLepn547tQvf84AL/R6XP/UnTHXco7n6+DDapcpwmXnXHpw7/nrkN +3tpX8zGAxR13Bm10m4JbHa0Peg66YXb5b81PwTYlJqpB+W7YkWq1OhD8KW1b +/M9zN8wR8CmzENxAkqoU5nTDzjJzCfXgS48oBSm+ueLeAx+IvWAV0w6W+3Wu ++JnvhOsaeIExzqRA3hX7d1Cqkt0jEW48fE7eccQVR1GJnaUDz16XCh1+B/s1 +NHZAEHyvkd1sXPcZno1R57YGv9fXLlFWd8Ffx71/u4NbKGdQMbUL3mEp6w+9 +9+//2baERFueYqYU+mdFYE6Z3EfzvE+xXE5v3xew0MtoHDLvhDWX/mT+ARta +d55jJjpho/P8LofvkwhBdfaih8WcsHtxEBc/+L8TtjP3fR3xqyqZpxbg4wPy +Hfa0Dpi5o5ljGXzqP2J+yUdbfIZq/ecvcMJ8Pi/7U1ssrHC6h0qLRPB727IR +ctgWK/Q/d+IFt30XcAmC+/LzcfHux1r/vj9OPXjzswVeWKx0WASfulvCvFBk +jCsoCzrmtUkE/eaMUoFNOUwWfUDpB3hFnHV0VUEaK7AbDVHoQP7+m1jjmCWF +50ROTnOCRf8TfLH1WhQzGIV91wcvJLTY8kXSIauGJ6emwV3OfkUFAkqoRrY/ +4wv49MRYsV2PCto3wnfuD3i15jh/iIcqSlyev8j6gER4de22meR/GqiT+Z6s +FvhhVgyrpKUO5FNx+1FwSmTVuwuPjJDdbtz2PHg79fHR25zGqD7gh/sP8Fsm +duatKWOknloUwPgQ7o+92al7ZB8hrx72FFXws75EbwNyM9R7z43LAOwhTXeC +Md8MHZ97l2f7r78N+4UDyuao5FdEOREc7yqz4U+0QNNn93X2gnFX+aPlNSvE +W6avPA0uD32SHetpjRwkG4a/gONy90smHbBB1BpO76l1IZ8V7bSnEW3QVa+l +DTndf/cVKdaOMFvke/i2ixa41FX7SGiXLRqIS//7GKxmW0Qs3WeHTIu1qQLA +fWk0Bocc7FDMVA9bO3iA6uuZUvQEXZBU/DkGnolz9CWze4I6U7p7F8FvTDem +5NOfoD8GXW5UeiRCZzKXZv/OExTTKqdxAnyle9lq31l7dIG7k48P3KP01khQ +2R4ZLXVMKoKzg2J3tePt0a6cTNlD8Gkbc16dWnsUV9geaA3mlv4ipTBpj4Rp +pA08wGFOccHnt+1Rt3WbWDhY6fG80zajAzIZuEWfDnan4iioEHBAZBffLJaC +yXdu/dG97YASom42toANLjY7bmk7oIubLbHDYD5BhTvPrR1Qt6aU9Tx4diDz +54YHjPe6+fYmOGlYa58WEcY7cePUAX2oF5f9bxcnwXiuTT+OgQNLwqp+5Dqg +S9OEHh7w+VtdPgKlDqgXNWaKgR1GblJpv3ZApmnIVQ6cNqM75NrggMj3YjVt +MI+Hd0J0kwNKNJI8bwF2jMMyOc0OSKStntwNLEVj9aMM2vvPSkyEgHco++fr +4fnHAXWvksG/tHKC22F88uVrAcX/5vOrK2AI3p+oUKvXCK4aqs+by4Pxiq6K +DoAnOoTn/yTDeLQ1tLNgc7o0PY4IB2RmK/ZpHdz1/Y25hrcDohiqbthrQCLQ +7j3nmWDngJIvicYwgn92vLz1Q9cBXYmpsjwDRkcq/R7Lw3g/RW6JgC1HlNDv +SzDe/UpWafDJN9+Ci1jhedaKLlPwy3dVl4IW7JGo+6WMp+DDOdYx9R32aPB9 +mUsg2I7+QiJnnj3al1F6rhB8dJxdOtnIHiVTCO+pB99l0+OoR/C8yavxHnBW +pjc113F7ZHGuxO8rWCTPkHym7QnaHySoS2YI41UFPCS8fIJSV4pE6MG/KOge +/7V8goaKSfPCYPP4/OhXNE/QVZECKUdwqc0z52gJOzQcy3vCD5zB7xQQD/Fh +tZ23Hgsu+jnnJNhti9LrctNeg+O7Z1L5NGwRpVT23x1w9K+Z2IuaNkjr7L1K +aiMSwcj19qfDx21Q/iEqS1bwG0Xq6coya6QwbDlxDax1ifXHQIkVCjW+XOEC +VjnF8PlPpAVi8G812wIv038NCaM0Raw9syPfjSEeRDS6x9h1kMWrqOC9JpBf +o84QeEa0UH30bakjYDV/Y4ds//vo4cP8EmFw52Uux5df7qLUr7ZBtuDnaRqF +1qV30BmGPde/gq26or6P74ojAU22ws+P4HyUI3tRXC+Le+g3yn+DC0oiAu5o +KGCL7o56alM4/59VkOQ+KeH863Z9AmATzm8GJTt38Bm+N+t24OsJ6q9oF+/i +1oX4397g7x76jOIs97BBmhVFNJhWhtG8XuY+TmViZqoC92eq0uokaGPWPeZi +v8HXzK80V+3Xw7W16Ab1YxJB2dVKfShMD2s5MsqfBAeN3m+sY9LHccv1Ogg8 +YBgb2XfSAB8ZpfPwBi/bO43M0BrhUuK8fxTYkz/hhIavEVaRrwnPAv82Pf5L +7pcRDm00zGgHS6vt802YMMZUBZVth8ygng6ozP/27BHOMw7qYwX/vvImLv6/ +R1iGXW+cH+woK+HqL26KfaMpPyuD52IOS3Kum+IzKtPremAp2eMfW2Qe41aq +st+24FM2jw5FJz7Gezx0DkeBVUS0cyqumeHUq0JMWeDDe/6I7PiaYckf+9gq +wV/M6Lz0+8ywq1nxhXEwkhGpe6ppjk+c8RFbAvcm7bJxx5rjmvf3bvwCOxHS +eOaGzPGWOrk6qzmJwHSBWSHopgWOpR3T4QcnXeG9ZONsgUU6C4wlwdH2GtoP +8yzwsI+HlTJ4qZTOUH3MAj9BGk564JKnhCt3yC0xw69zHrbgxhtkNOq8lrik +fNffC7y5ZfRIR9kSK1sPhUf+628qetjM1hKvnstNyPz3vi0SgxvREofMuWZU +gHlK6YajCy0xX8qdwjbw91SzzfI3lrjrPnfFGJjS+syjyUlLbMb4u34RPE7K +1Kb6aokp+/ratsFsZu9UpP5a4tyAzD4qCxLBN7CPyp/aCt+++XT8BNg/+1LU +BJMVnt9V/MAHdqwfl5A4ZYWvimu8FQcf2DnB5c5hhYlPdV4pgFXVkw5c4rLC +C5WG8Trgw25CVvqcVlh8w8zTAuzJ9oCekt0KRwjZPXYFm5Dm/+NnscKfrJ7e +CQZ/ufvw+yA99C/0EEsE5199lfF7P/Rf8jtdCKYcyLQr2LbEi9xhlHVghYIH +RxeWLLGEUcy3LjBZ4JRt8ZgljkhLejcJjnvvnHyoBfpPZzYtg+t6NT/sFlhi +SdbCvN9gpur3xSERljjqfln4IUvI/0o8RXWOlhgNN+mfB2d5apXQiEI7/VvZ +a2Dn1cKZa0ct8WelfiF5cASNdtzJNQsc83Z6jzn4wpHQScYUC7yyf2HJBVyx +8W3t8hMLfP3ml4FAcEA6eyrHLWhv+J2WDy69zZrrNGuOb+yQB9ZY/vt/cbWh +FZI5jhWjsusEJ5S9uSbtBO3lzDc+gy1ylI607zXH8XmXZ89ZwXoycTLWUJjh +1QXxTjGwpttnJbbGx/gm181SWfDCia1DmU8f47VkVa/HYGeF32XnP5ni21HW +HHngpc0lcmbSI/zdPc+Axxr2T+ahtdllIyxTVyInCh5pi7otFGKEk7erhGX+ +eZ39Mi+/EZazbyM3BW9rmbddf2yIUx9/TM8BuysafGMc0seK6ic/cttA/Sz9 +htSxrINnJ+48EwHf6bR9KE6vgx31fY/cBjc0FVAoX9bGyVZfpYzBGwZWP5Oe +3ser/k2ZGeAPK4d5/mxoYGK9sQm7LZxX7Q3awmGKeJi7aOm4HcSPv/5bHtWt +BlPSrOc5cLravZUTdGRo5+IxFjEwQ5sKp9xRJnTmuofcPbCp06OJV7s8yFFb +tSAGzHX3/ny22FXETNy0OPKERBhij7S6IS2HCpnO7+MER9VrrFdMySNCkm6S +MLiVlq+WYKWIHud39NwB1/2qvRF9QwXVtCYIEMEP1j8YZyM1pLMtuUZtD/nc +ZFPidPs9JHk3ZuIkeHpt/ry0y310uuxLqwD4782Hpy7xaqEFi8R4lX8+tFEo +4KGNbGa2b0SBXzdPeyrsfYhUJe7wZ4EfZsedUHr5EF1OyD1WCe408S+pEtRF +v9Q0V8bAdcOjN3u49ZBPe3n0CQeIR6m8QEUBfWTCRe3BB77y3GDLzFwfyXoa +mkmA0xTbJeOz9RHNNQakC87XzwhgOWaA1mIfn7MBW3dE8zxSMEBDG41HPMEO +2xojVc8NUFyR9WL6/xXbeThU3x8HcBEqWyIUIVtIvkKyn0nWMWMd+4wsQyJb +v0KyFFlDtmSPtAijLCVKp1AkpGypLBUqUXZK+H368/U897n3nHvPOffzvgu4 +vZytxXHUDYVytL6tAfN0fNEu5XJHNC/Rxhbw270nD86ouyMJic60CbB4LY+K +V4I72hwpFbYMNuXp5LtS6Y6+fjjnuSWIQciYtxV88MYdVVyR15IHq67YuHfz +0lHK3AVpLbDV88VdbYp0FGg+yEMC37Lxe33PhI4oFUp/qOAp2e2aiW50pLY1 +fswXnMb1RI9ylo6EPEe6IsCPDB9u5kmho9UmtfrL4HYl986GIjoaFkspKQLf +09sqYl9FR0/DxpOrwJqM7OKvmI6uD2qHNIE/h1AJ3h10FKOW6dYDHiNVcXzq +pyOvjB+kMTDXy/tG5BE6Is7oHV4Eb8pf8ro3TkcK5Ny9bMEMAquHAD/nJB3x +lM1yCIKnDAP3uE3R0RybydI+sKnP4/hacK970ag6eMSlOJ71Bx09eLrcbgI+ +9T+bCLuvdJSzx/y+IziA+cDvik90FBZ665oP+Pwv+Qdb3tOR88BaQhj4rVzS +Nd9uOiKo2pxOBrN7mXcMt9CRZFqFcyHYTLo+8lgdHbH9ZDG5+689Uz2y87fp +6BvRSeUpOJVl2rUgi47ab1fveQO+c4FrxjWajhibt235DK7+7t+k70dHqa6u +c3PgSurcrIkd5LknDz+yhDAITW4xT8/o0pGN8PZWfnCu79XsDkk6Ug85XiUN +DpYM57Rmp6O1gwKxRmCR7pneTS/dURZvkbkdWJ9r/+7oO+5IaVZu13Fwd7NK +x/l4d+R2T6ciFjzZmdjFrOeO/l5uPZMFbtn+iztVxB1d8bdEt8CPcu3zyhfd +UJuix9vn4DMuX3KKStyQK/evvD6w8YBYR3SIG/ozHeIxDi4PuvJyC4z3A4yk +lc1noT8B/VWcv1xR+v5aUX2w/N5t3GnSrmg/h+43a7D51PUWgRkX1DLZWuUO +HkGq10/Uu6DlOx/0o8HvnhZwphi7IKosi08TmIndJnmm2hnJSFvVEUIhD7Jn +zoZlOSK8+eN5C7BKzbVNE9sckf2YB9EFTFlgY6sOd0CXSs4ORYJD2gRrS53t +0czeYhYMLkz+JJHMY4seic6Y65yD87siNWSgYYkshFK+aYRBPR+884mEpjZS +79LcbAr+nvKjPz9QA4ld/CpGBVeXPm65e0cN/fxFsIsAZ1eGbKsVOYiSWuef +N/3zlFhdua0QehnkUGIaDuMpW9FBa1wR31Ngw1TwlutcsWo7lHH25+r3vuCO +tmq6OEMVe5lx7kgFPwu/rLbco4HZZPD5XrCUoeb4zV9HsF6flDMtAvJ3Htlg +m7Mplr/05qwf+McR2orkORLmPRJxJRKc/Eb8kFomGY9WDHQUg/t0ZOy+1Zvj +yIuJWhPg6CIu5pRvlthT87DdMrh053xlq4cVNpv5cmpLJOQBT45jpaNWWJSq +UyYPNlSfUNZ4bY0fq8wI+YMnd1BYi1Ns8I3v+arnwUptb/V3rdjgS9dMLNLA +rspuOQvOttiRoySuBnyNb+lnnZQd1ntmXtICbjURdEmPtsNywX+f9IEvzqu0 +1o7Y4ZXPNkvLYPbijyn1l+3xaDbzjq3nob6KY9SlfrHHrWZ3D+wGb68PPp6j +6oCzGrZ4aIMpnZmKCl0OOCLg/nkyeEM4y5ch4Ig9ZdzyncGbOqSizaiO+FD6 +o57z4N8x022fhh0xNe3KtTRwLX/lUt1uJxyV6u9zHbzjgIj8Y2snXHrZ5HAN ++PNqNvtUghPuSpFkaQEfVHQJNWh0wgvJa129YAtXv9oX0054d/JA7jiYtuGi +6CdMxZ6XLimzX4D586pQar8fFScleqwLgp0rOmZ1M6i4OgG1y4I/TqgVnblP +xe/id2VpgNtPv2d73UvFG3HzrkTw4C4uPdNZKpaJ6zzgBDa/rFQzuY2GSbG3 +f/uAnSqPMVXupeFTMReeh4H36uzkzzpEw9kXndKSwYWTHSI3DGn4SfQhWiH4 +yZ7CpEEKDY9F8cjdBVdPdAupu9DwtqjvCxgszOlb/8yLhg9eaH7aDX5j3Fwa +4kfD9ucLkj6BvV/PuB0LpOGIyGD7uX/eSbsZAr4RYSnFEsUg8Aoo+7XC9u3h ++2f4wEwbXatmJ2h4Joz1sRRYIOBQxw5XGhYIG4k7BI61D8wXsKVh7XP11oZg +StzqcWdjGnYLzRCzA3/fLOj18zANx5/1/XEcHG8kx/dKioYrQ4zqQsDhTlwi +v7lpuDd4b3QCuJrXLTB8iYpXg1bNcsFUkx5t2gcqlgjq210Ozgl2/lzQSMXG +Z+5OPAL/9Uvf0C+gYr/TCdUd4MyYdm/7UCrO/J97xFDUv/erHsrDFCpuOKVD +/Am+nLmU91GBikcDBQU2wKwVZyQdmalYIeAVQzwa6oOfG7HTN52wlf/NswfB +TYOm7rynnXCIX6SBHrh3zoDajZzw85MqQ+5gE9PINzrdjtj5RB7nbbC/sWdq +bZ8Dvuh15l0deD5NqzY5zQGXHTe/0QaeFE0XPGrqgJc9WLQnwaoFBuc8H9rj +VDcfnwMXGYQTOdsLMkLt8ANXg8O6YLNtGv+zlLHDH13EWMzBVua6uoe7bbHs +sZ7cADCjb7duiagtfuak1V4DPsl964bYbQouHDI60wze0l8qPWxKwaHHKOI9 +YIlD5ZHEX9ZY1d03aA5cHrEjzkLZGpd6X5M4GMMgjAZ/kd9eZgn5huVc5T9P +B/xgekPCLldf7b8TyyCUCFrioVQdrLPrXf9D8Lqt5+6KZi28O2/sQhuY2Blr +s7SogXsL1wa+gquuDJpkO6hh41v/XZSJg3r93cDHSD1FrHQ/42MJ+BaZGDB7 +bPLJxlun5MJ4uD5SFfkCBppIfv+lxLvgtkGuTM11LWQb3RD3FFyz38itt1oH +VajsivoMLhR8SJ6MJSCHzP4gmQQGwSAzdPpS81F0cYr19GGw2OqE++olfXRP +/1CgccK/71kX+XMsDRDbYoaPN1j9MIlPrNcQ1dhYulSCjSdWkktrTdAw4zwN +g3kulie+pxPRNrZ7jt3gQiKxp5nXFLk84LaZA/uFODbFuZIQl2CHiVoizI92 +XB86YIbU/VcNjcDXM26Jbjtpjuit8vr2YKb4s42zf81RQ3CCbihYU12ktTvB +Ah1/Z6jyBJzyVzjnaYIlSlcKUnoNzlxaL59osURP4m8eGAV7HrNY27luifg1 +NssyX2IQFPVYX0Z5WyGUpiLNB/aeq12rL7BC3t/dJKTAeqpZ49NdVuhZzjMR +Q3CqEznuyH5rNDU7s8sOrH3KpJhqa42EiOKCXmAjy+eKPpHW6Oh1c/6z4B9y +z919blkjvz8RvIlg8VGWO06vrFGOVSV3HnjXzKc8zZ/WqKVsiKMCTC4x52bn +oSBhJ222LjDf52ZMJ1KQYY0Pywi4OsS/dIFOQac48phmwEKht9z9wymowL19 +jSmJQUjqVW7rzaCgtke///CCiYXRo1KlFDTPJ7ciAb4qdGbyWAMFiZ60X1QB ++7Ly28W2UxCxJW5OH9yiSm3PfkdBZ0TqftmAJy7M7c4eo6Ci0xNTnmApk/eW +MT8pqKNj52QwuE9Bpsx1iYKWpQy+xoOlg26kKv6lIInw02M5YHGOuJLpDQoi +95V8KgNnjbNVF22yQSEHeoYfgTVMWR6bgG/EMH/s+Nf+6vzZyXUKej10cHAI +nHPqVXXsHwqqfphxfxpsl+tinr9AQZkZi2lr4HvxVrT5KQoK8rPz40pmEASL +j2imfKEge5N64h6w785eT3/oj6aU8L4D4ENEWmzOKwoS2Qhj0QFfLIty5mmk +oPXB4RES2HFuqL+ngoJGawmPqeCtmwpWvudSUNPl69knwRuqYj8pcRR0w3vz +mTAwr1sqs9ApCoo18LRMAi96XyhWc6IgL/G2A/ng24kRtrV6cH5X5bZV/Du+ +eUlHpiwFKfRfmngEbjmh0PWBk4JmLplf+wDe7HTsEKPbGr31rDr3AxzTIdeK +7lmj2iN89qvgwdOVWiYp1ihkuX+7cAqDYP280+OtgTVyfKs+LQ9+gMwUncSs +kTYj96UmWDXTYf3kshVicneOcgTLpO1jQyVW6LPOU2dv8Lnsr/u2BluhFiEJ +rVDwlJKUVICJFYrvGp/PAQ9UNmXKTVqi7Zq+HoPgFnnZ8U/ClmiO//WR72CJ +pNt1cuMWqPeXkuhvcL7sZIomwwJl31zoF7oM69d80mqXhgUS5w0ztgfvqM4s +GUw0Q0rfEvcPgAeWHwpx2BPRjuYp9q/g4Vlho/SXJmihwGxsCRzwovRYiIYJ +emi9o0AgFcYHQZmYzW+MCDiH2xb8hkrhrag3QBZZpbO9YMmmxJTwVwQU0HA4 +Ygzs8aNFrk6BgNKGX2xbAK+kzCSd2o3QW5lxSb40qM/Xuu7nZmsjm7q9tpbg +jOEyD7f4w8jxXW5DJzhC6dHruVx5RN+dHP0iHdYnbR2T93RhfFFXZHs/uFhr +sGafhDi+6VaePw5u3jiSqJcigSfKXt7fnAH11YuqTSOO+/AJLbZveuBMUTMj +qosS9qNGkjDY5++AvS9JA6ec5x7sAltZLJFnqZr47o0Cj2FwXtdClYW3Fp6Z +ehSxBjZ9QBKxO6eD/xe+ck8rE+pdbS1jgwYCDikM3PkQfERta0aIoz7+mi25 +0AZefUJhSu/Sx7YZfW8HwVFP549pEAywarxG6ip47xURRV4RQ/wrcBMHugL7 +yxSu575vhJ1P1nw3B2deabyM+Y1xh6dHmwtYqNJ2tDnQGJc5vYyJAovmTy9W +SppgT4M0phfgG97e34M8ibgPHR3pB5eZ96bJ3SNifc3Fxq/g772pwuzLRCzx +n8O5rVkMwngi46dKmClOk+Nw3P3Pp8bCwhpMMZNUo/p+cHS6dNDnRVM8LLR3 +iQSmjr2y/+tOwmS+nl4a2Gggtrs8i4Qfc8XU+IF/XG5/7f+ChPdvOZweCW7q +lOw1nCfhXObvAalgmxdvS/7bQ8Zb13LNi8GizAVkOX0yDlkmKVaDT5GzZVW8 +yHhidp2zGTzF9quHlEDGNlP3fvSAvYQL1YJuk3HLhFv7GLhok0Lk3SYyVv7E +f2cRnFrhIPn7PRkXf3gRx3YV6ifcMWI9Q8bb+0M8BcHlsTV1T5nNcGS3vIEs ++PpVtwXCDjP8s/2jpAbYUGxKql/UDNOepzATwW8kq/ZEyZrhDkz45Ah+HDu1 +bPifGdZqmMM+YM71w7z7VMxwWe2NwjCwhAwHh7SqGd511zY8GdyWptp+VNkM +x9/ZQi0El/KSg2IPmOHlkgbNu+DTStJnZ6TNsGfhyV1PwSscByJihM1wX7bo +Sje4Pq4/0ITbDOtndPd/Aruvz54nrJNxTXLU/TnwUAyrkP8PMpaIV81kyWYQ +uHoKPw/2kXFa1MQpfvDBkWvtMY1kzBSebSkNDraPXQ6+Tsb+wUQlNTA7U2Xn +/YtkPBz4l9sI7MaZMq1PJ+NHni4dXuCbRvtr/YTJWN51R/lZsICu/rOdcD2z +nVoSEsGNx2W+yLSRcJCFrFEFeJeOUtF1bxIeJ76XbgSTOjtdhdVJmGKQtLkL +fOI/2+jdLCSsrDnz7Be4psY1tD3NFNvX9UZuZP97XqrgetPBFEeo1uvw5MB8 +6w5I/5+YKX6pGFWvCHZMCpZgvUnELpL8Vb5gw8jy4eZsExxbtOIXDt7T+nx5 +3cIEl+8ZUkgG32CNDzvOboKXBG+VVoBPbncxHPUzxsmc6kU/wPS1rkZrOSPI +QyLOq+Cm9EuHP/YY4ndsm0Q4ciEf7Inf6AkzxFKb2q/KgxWtbrqpthvghkWn +yyfAV73eDVdZ6+Nvw5ERX8ExeXclK+WOYG4qXXsZ/PJQhI8fJmDVQeM/bHlw +Pxi1KlemEHBkD2+QDPjL14Kaj4u6WKCtxNcj79//2b2/U8K08NGqVuoXcFVz +/qNIoioujObRGsmHvND3waqjdyduMy3unAEbigw2etbw4nk+FRfmAgZh6YRG +uYYcBza+YRsjDX7/p2uOPWrxyWxLwWsfsIw6o2q8ghXpsynQV/5t/za6qJ5P +Gvl1NS5tLWQQWEaI7M+WZVB2lnmCMLinx0DIY0AWTcv8r1IXnJSpkPAmXgFl +GTWsXARvWWR91jRwEH2PN07mvQZ53OZ6/IXT6ojf8r2YJNjfjs/psYYG0t11 +sloVzKpxTjJpVQOl37k8YAfmjL3DW3ZaC2m39+8t/GdxzW8qWrrIM92r9i64 +/oD3Jq8vuijV8Y/hM/DC+620R3EIjU/uOTkGnifdfmLoRkApHB4P5Ivg/t1M +Me2IPYIe9iwZa4P/q672fNJ+BH3Ji/9ABs+Lm73K4NRD6goVTIHg67lXG/oT +9JDbgk5GFLh1YoxZ+7keSnr8WjoTPMrBsv30uh76RJon1oGf6W9cMfM+ijh3 +xgy1gU/u1K+bzD+K1IYEAt6Dz4Qb/yR1HkWJvppX1sC2gWsZDvv0Ue2hjn08 +xdCfZ7NXNyz00cgarUEcfCFG+KNbiD7a9uIXSRmss7bUcqFAH6mmXBg5Cg4U +91hwfKqP/g+G852e + "]]}, + Annotation[#, "Charting`Private`Tag$1345426#1"]& ], + TagBox[ + {RGBColor[0.880722, 0.611041, 0.142051], AbsoluteThickness[1.6], + Opacity[1.], LineBox[CompressedData[" +1:eJwc23c8188fAHBJQqhUksxE2auEcB8jIlS2kC1ZIaFhK3tkk8jM+tgr4hCS +vTchJGkjsn6v788/Hs/H3ft997l73d3rPg/Yze5pWJKSwA85Ccl/v3n8qGbk +xwoIJMYOozeZJ5FCwna0JnibbbJesWoC3SZ+VzIHa3p0TLRrTKCokf4iX/DC +lFKuc/g4+sf7wqsRTPEmbanv5Bg6Lhsm2gcWvkUMGKgbRQI6Xp9nwP4v/ryX +sxxFZt7m10nGCwhU9o/faVePoA+DvKwI7L5T3FXhMIzmvjAPqIODvlp/CmMd +Rtu7hwNug338nw5k9w0hIe7V7x7g7uUqHV+JIZTg8bb+Lbh6ajaW9+QgsuZS +uy05UUBgGp4Qvk3Wj3wvIzoV8NAJKmnu1j6UfEO4VR9sd6lSpC2wD/U+OiHw +ELxzqeSA5ZE+JN4ztVMFTp66cvLG+V5E4e7w8uIk1KfRrrv6pRO9/hAxKTRV +QIixFqn1S2lFlRntps6zBYTyq5ybtgEleOgonZIv2LW/KMgouRSveunzRYGX +ylze9JSUYRHDpfUS8GS4yqnVqQpceJw89Bf4+EYPk5FEDc5+KlvpOFdA2OTr +DDF0bcQtfwJfeIMXgwosiSRNeN601zsSfLxC82hecBM+I2N8rRh85VJZp8fL +dzhl/cnMD/DoLI2RbV0LjrtTTXXvUwEhWGim+eTUB1wxtPfDE7xmSDdwyagd +D8orDYWDNbI/ftSfbMd0bMOphWAegeY195EOHD7658J3cNb2iudf3IWJipcZ +d8HUPCdmtsS6cWe57x7NfAGhc9H/OLGgG1M9P9rOD1YTeq24Et2DnykLGtuD +I6q6V2/n9OKsKlcFD7CV2pg62XQvbuas5w4D90tNGI/Q9WFSUrXVArBe80Xu +Pw/7sGeNTdAKOMggiOKJdD9+eb7UYRs8/LDYmdKuH7+N29SkXiggTLQ9Z05N +7Mf/nANZ+MBDJBQVfb/6sRtvdpktmJ+iJ3gqdgAPzjEqPwYnEx7KutcOYJGk +iOlgMAkDhcCBmQH8neIhZR5YkFw47DPnIFZt+JbyBlz4jYNLTGkQ57qZXfgA +ZjZ7Inf3ziC2WLxmvAQmOy1GcMwcxE0vG1b/glcZjv2VbhzErNoXgw8uFhB8 +Sw5MfZocxOPvWCq4wI+l3T8WHBnC4o+jVcTA3Y/ZQtvPD+E4EYqZK2A2pt7A +CjSEb6b9orIEdyadTP1ydwgX6lm9cgFffhZHI+AxhKmPTFz0B1dKubiKRQxh +m/fXO6LBnFl970heDeE2z2aTDLCN8JvN4KIhzCUmsV4KPuitJzZQN4T9vhFD +msBCPpdKR9qH8EzmGfZ+8NymbUPc8BCWMYyvnAU/8Wjvpp0dwsnHqFV/gfHf +Y1Yyy0N4s917luQzxIMYG8/Z30NYx3fN9QhY3PvAeP3GEC6XsKFmA9NsSN2g +2R3CdL+m0wTBXJ/f+dKSDmPHHM1LCDzHI+nXSDaMu43bOtXBnZI7npzkw5j3 +pLTZbTCPCwFLgAO7S/7ag0/yncndgfqLT7nCPMBnKuvqHOF9CtIvzoSB090l +k6KgvfTVw9XJ4O+jI3/NNocwSYG/WgFY8/J6/iz018h8c64WbHScOYf26xCu +YXRw7wBXd+xsfoHPy9A/RzPxX/u99zvujwxh1yDdjGUwS4aPWUHHEB4gdIr/ +AzvsqLDH1A9hoQ1CN+VSAcF7+9Az3uIhHF5UYX4K/Midhvc+zMeKFc/mefAL +q7hWW5gvFZbUcHGwktM4Dz3M54GwwDe6YAuDp+z+WkPYTGFH/Q5YT1/gk7LM +EG7Ycpp3BUsyz3S0cA3hJzYGh+PAN1I0Uhf+QHyx92ZmgYe/pMaEjg7iS2MK +khXgVyNNLT9qB/FvJQHLQXBdVy/Db89BfGMv/d8nsF9kz+nY24OYWHky8g9Y +WMuGaVtqEFtz7qul+1JASLpes8GyPoA/kg4euQku3p+wtKU/gIMjbTdMwSzG +Ro8t+QawGMv+GWdwRzWL4/2dfhwuIVIUAz4lp/Qp5EU/lnGMVBsFS+1fbWJv +68PLO+cufgG3+npcY4vsw3EhmOkf+MmRKckFnT78Pfv719PLBYQKpb7YoZle +nDKlGmwMtg5eHqzp6sEqtvNOjuB7315TXrrWg9c3Huv7gB2CbvREtXZj9eP5 +5zPATIRQTfqqLryjQvl+ETxlbB4c492BDatb9jt8LSCk2AgxijW0YgpFo6+e +YNIoKSlt9lZcPrDaHwEWvxRKYPJpwdQ/ONJLwA8ehA+OSjXjWk5fwhqYjrz7 +QFR2I2aMlvF4slJA0M6nCP+ZUo3H7KvWg7/Bet579oen/ymW8vSpSwJTzCSf +ua7lhlPCr/nngUnErGODA69ii6KPR9vBVyeLddMzfdH3nwf5Kb8XEPK8Xuuo +K79EZC565gH/OYpsj4qsBFn5n+GJBzOltDwqFC5FH2JWfmaD25tOZHEYlaHw +Cm/PVrDW0zcbQsQKdOpvTuKBH3AeMZqsZgnWIIFHmz1+4IM7Z/e/1GlEz4Pf +xUWD21apkP1II1pNCjPKAE/s40uL1GlCb2rZvzaBx+YeKxRff4cUdpTJSX8W +EEaunMpz42tB2TTHu46Cz+SrFJOltiBKlulodnB224nO14dbUbeMM7ss2GXi +Y//xr61I3ztJyhtc1y4TOBDUht5GWuyPBK/U73ror7QhljSB9lSwtiIPyzvV +D2i+sUkXgy/k+HnxHmxHDvu/Ou+CD9qvjDaadqC+YxUStL9gPb8uWRss7UAX +znqRsIApVqbqM/d1ok2FY+HSYBJbXwObhE7k/+xy7hPw9fVz9ufzutBF+/NN +YeArvLuzE9+60KLmiYkU8N8i5m+tAt3oKvsP6kawejit2qWcbrR5cJKzHyzO +QEdbNdON8r63yXwCS4kPSZvT9yDqt+mOB34XECI5j+eKP+xBdekRQfTgW5OH +7W9n9yCHoCfp58CMmq+Lc3t7EKvj3VpxsPEPH5NTGz2oV0dnUBlce1VMR4e2 +F/lIy3+7BQ6OT/ATZu1FImeFyO3AQ3Wix1IEetEnKmZWDzD9KOu+ZKleFPOL +Ujwc/Fgqw4ZXuRddGV2/kfpf+xFHw1W1etF6/ae7xWCjx6/b94x60eusXt9G +8KUw81dXrHqRXmjdi37wbudEEYt9L6K8n1f+CTzme6QmxLkX1ejHd63+v/zy +qzDXXmRL8F888AfyQ8cUc86HvYjpnNMePZg8RplT61Ev6qK5zXAeLEJc4DwN +9lxVEZYAmyW4tjx270WCE5dUVMCSLUx+bg960UzjWXMDMGn9wPZhp170POfo +EzswVT//D0XbXiQXsRvjAZY/R3ORxaIX/X7wlRgO7qK99T7eoBdlGI62poId +WyvfVtzsRVryLR+LwSk5QsqPFHsRGU/pRiP4Xvv3us8SvajiSOrRATA9x3Qg +CV8vsvobwjMPZlAwuPCeqRednHaXXwPfzxizkqHuRW3Nlobkq7D+uI629K32 +IJ4oFH4e7J1tGNaa1YMm3PleS4DVr1U9cH7Ug0KNTzWogDXcGplfqvag73x/ +ftmBaynungr60o1Sj81QeYI7AoLZ9cq70Y1/nRwR4FG+qhuNT7pR6fts7RLw +rxafbC/ybmReGO3Q9N/7j6/tn3/fhY7HegcMgHU+aq6SBHQhV7Nbb9bA7+0/ +fPPf7USSOzTMkmsw/l3pcmkDHejrp38Xr4H1Dj5YL/frQMntn9UNwRd6L0q2 +Cneg3fhGb09wdhDlCHlgO2oSeTDfBM7rMu2lYfmASs0iiAPg/aRer8Ya2lBa +VK7rPLi+kqubxKwNef+eoiBfh/wjw9guMPU9kilV5FcG7/vRhmIoWlGtMINr +D3gjifnvqxdNqFyo9uDk3wLC76GHx/zYK1GmyVDvClhR/Zjdc64KFB35I3EH +rHdWdHk/bzly/snBx7pRQFAebXe3FylFwsWhN8zATFmm4k6PC1Ch4O3EJXC2 +ya6ZlUUiei2wj3dtE9a3NdekYEIaVp9VGyD7B+vP2du1SSEDr0YnPT4Oppui +EN33PRMTNkU7RcHlxVHUx8VyIH+zsncGey50hbxILMTU+p1FP8CNDVu6f65V +4NJDp/T2wEmWf6af7qvE+vWWJIe3YH4riVuvyytxNsfeDQEwpcvrDcdj1Rh9 +F/5tB/5xwEJop6QGO/vFX1gGP6HI3tpnizGD2PzkJvj20McKtjWM8ZLQU8pt +GI/KAj92mQZMrd4+dB5c/ETp+NuGBpzFsON6Bzyxk3XHo6wRq3Yos7qBjzgI +3b+y0oh/e8S9fwa+9e6JgTtHE5b5JMiQDbZqvtZwIqwJjxLN3syDD8QcOf5X +9R32NCkyXQXXNR7SmXJ/h88e26Yk24H8bOFzH2vGO+zkHnuLA8zwReNl+e93 +mIF3jlQUXB+c20/G0IzrpwTy5cCXeNRpiJebMZV825YpuPZkYhupZzMuXjue +6QRO7b4sVpTcjHVzTFV9wFk8P3xL3jTj3VuFq5HgttYMV8qhZpxJs5X8Ckyh +n7VZ+b0ZqzQoXSkGr/C5Ha8hb8E/nWO+YTC9c+EPOma4/3DOxvaAMWP7QKNw +C5Ye5Zf5CG5IpuB+r9CCRUxfiv8EX+b1XX+m24K5lqlF9+0WED7uaI5qWrfg +0/ef8NOBBcQf9Qq4teAj21/PcYA5XRoOnfJvwWRPDc5cAIsedZo9FtGCN2k6 +mK6Aww/uG2BLaMHf4yRP6oCHCNUhsqkteI417+gdMDtRZ8YtswUP55yidgdb +/6nobnndgjuEg8iDwPHrdzz4c1twQ80GSRKYmUrjcklOCy6Xt97KAzscv+Kl +md2CcztH1mrBhyOiPtOnt+AUbaWfneCDD1Mkdl+04KjpyuUp8O51B1PqmBYc +cIdr4TuYl/6ik0JwC37yM/bjHnjh4eSrXM8W7PjwwPiRvQICLXeIGnJqwZak +DwbZwfUm5zcpzFrwrZD5bhGwW8ekMtXNFsivtD7Ig2eqIymVZFqw/Mt377TA +z2vucL7jbsF8RenVruAzo5QDQVvNmE2criwAfErg0fLkbDM+0ehDTACnX5Cx +9m6F+e43Sa8Bk/l4H+oIbsZ/DHqTO8AvhF7WPLZpxkvzKH4SzD3DMhdxtRn3 +rbOE7oIvW/jurO+9w61e4c8OkxAJ2l1X7LTG3uEail1vNnARWlfiKXmHMxmn +HsiBCYR1R23Dd9hV5oXxM3D6G2UPlbQmuD9R3YoHD5CVex+614SNbzzSygGX +juvO3b/chK+a6Su3gx+Vyexp9jbi089OitLuIxJeHFtaJ//agI8cDuBnBS8u +yqRVFTZgsoT1c0JgmauXxBWcGvD33CEmDTCPgnLmqUWMG7qiyePAzZ9GrssO +1mHLE0fGmUmJhHbaI0dV9d/gI+ylZfzgzyzy+750VuO3fFph0uB1supZDVSN +6RQSCEbgjDtF3fVsVbjBme11Mpjj+KSyxkg5ZuoVcjm9n0jwaTNMUGEpxv3B +N2lPkREJNf7kcoo5idgz7s/n8+BJdoHob1LxmDs9tlEczH7uLMen/hjs/WbM +RQ+8FZf+5t7+SMy/ZDoRD/50n+Pklx8PceAV5xz6A0TCc4O9rXMsgejCzeO+ +XODTuj2y3Wmh6KNhpYEY+NdZy7r68Egk5vKPVgccxjE49XEnBs2n+z6IBac/ +reVvzXqJEEm03HFyIiHm5CLl3d1sxKNt1skBPpb+r5/692t0PE9YRxTs38TR +VTOXg5Y0e+9qgIvC32ru1OShyNc0zyPBbD9bmbOuFKJH25OMr8DZ9ZyzbGxF +yOJmQWYRuIdvKFTmbxES31Kp7gZbKtW/TOgqRjPqgR+pDxIJqUPSt00MS1F7 +hu5dJvCK0gfhkNpSVL7B9YcXnKE1nDfJUIYC01vIr4FvBVLazHaVIaF1UoEg +8FT2L95ttgrEeK2/KgEccvME04JjBSJ7lSabA9aTokgdrK9Ao8oE7ffgeusV +mxqtSuT90uPJAQoiIYWdPe26dRWy+a1KfgI88t01iDGnCmkpMUWeBZ+I/Wk8 +vFCFzv+qyZAHB7Qns54yqEZ0isH8muCKBZ7Y5KhqtJ2kX2UGNraxP0rVVo16 +FTbafcARLwP3XvK9QTWJ77Weg8fTrZWbDN6gzO9x06/ANWldyp2Bb5B7wsXf +GPxZ4tds+OQbZPaN7EkPePSSd6Li/hqkKjd44CP4mNVHxblzNYhtxfnU7n/v +57H0arGpQVSychk0lERCcmqPHU1QDVqNPcrPDH5mwXVcMqsGTS/PVPKBBzoL +KFVxDWpDxQQpsFzvHIXCSA0qjfFqvwamq7uyeuZbDUr+oq5lADbRpB36QlKL +nsmwTNuAmV1XxhPpapFj9Lc7j8DDnA0GF87UoltLb38FgQe3rw/UCNYiBenQ +x4lgL72dOYHLtUggyuBALnht5MHNKIVaxPCZJ6IaTJVnRvX5Wi0ilfrH0Aam +1jvBInizFq1EfkgfAb+VEWm006pFwwsJfJ/BuoN6qunatahB0rpyHWz1/MPl +fijfsLwVdZCKSJDgP3U4D54Xeq7qwAA+qIHPn1OtRdZvZVS4wTfXqglq0H7a +ZyEuSfDbdEkZNslaNE7HQXoNLK7KcCmTvxbRyZyYNgC3dHLfm2KpRSp3D9bY +gTlFC3R7aWqRb8xmrAdYbSU13OdfDarBX53CwbYjHNNr8zXoz/KUWipYTq/r +skhXDeKj7+UuBlf77ry/XFaDLGSbDjSCN6xFu07Gw3jblc/2gXMSDXCHew0a +jM+umwNb7TJdNtKrQVe+Bz8gOwTvt7GkFDpagzxPedw8Aebgsb/lsfwGVSrc +4+cCF4TFCzU0vkFcLzQXlMC//ziQE2zeoNutVxr1wEKNF/iDL79B8b8uvbwL +fvOlmXOe6g2iuMqkHQL+3PdH+1NGNSLcpxVOBgck5TTH2Vcj9xQSGiJ4I63G +yfViNfqyOt/cDa4YzVMbxVWoPY14gY4ayl8zTm3jSkTalXqEA9xP4SW89LgS +SW48XxEF+wadEpQRq0T56q6Z2uD2ieCr17IrUOiWzPFEsAzxZvewSzlS1+79 +w0pDJNgR+F1vDZSgZ95NPUL/2SrlyfbDElSfX54vCz6dxGUcx1qCBEkTzc3B +h9o49obvFKMjRaYD2eB1RP717AQRDVD8KeWnJRK6Cu93uBa8Rk2VJx2kwRl3 +g16e/5GNSi2kuNXALceOs58QzkaRDU9T7cDiJS4rE6WZSNWdITQf/KZArKO7 +KA01f5a25D4Mn/fcqrqgRDyqaA08yXmESPj50nvQbfIKznQh9l8ASy78+GpJ +aYpjzvSHKYDrZm60iIbYYWfP02QW4Kcc/NbMxIdYQKzwZzp4KoLm32myQJyd +NfCB7SiRkHTc2VLkdRyO1dzwFwJ3GoX8NfwWj/33MRMI4FumxUJUQonYzMiq +0hjsrWB54WXeC8xyYjM9BfzrZ5eTksQrHO/P8oSJjkhQ6A49dSo1Ew9SWAXx +g2us97ss8mVhujBinAz43L4zN8irs3BorFSJCZj5HIXV6dZs7Jt9azETLM9z +9srbhhyMedL/VIB92YsXpMRz8XbhF5L34JFND62BglzsVuV++gt45lfC9Pmw +PGzXFneD/xiRQBJ2l2WcuwDnqU4byYB7XZzibIIK8OdeTtvr4ORxZbbPCwXY +bKz8qRP48z9DsdhYIk412o7yBZPF53/GS0Q8OSv/KhrcLVy12iZeiHWX+2sq +wH/GaIttewpxjANjWyv4J7vrHAl9Ee7/bTo0As7/YuJuq1+EVbd+/tj8z+F/ +jtYOF+FgL/EdquOwf3ya2VCnKMbv93tTMYEdKm6v53AUYznqw5wyYOMKJpo4 +7WLsHakjch08qmZymduuGNcdT0Em4Kj4ETZOn2L8L2FB1Qn8TCH2THBMMRZn +5r/lC/Y3ePJBL7sYP0hzuRMNDuDZ1/S8shiXcr51yQRvcn2euNhSjH/m7vet ++K89iW1Kxf5izC9wLaIVrHKyz/TdVDG2KY1KHgE7Udw7XfS5GOeIjecu/dff +JarnVD+L8UINe9Um+F5ghczIejE+g+42U52AeH1G2US/XYxN3hX3nQYP+wyP +te8V45dKG9N84IaFD5Zr+0rweAdakQZvcpywSiAtwQw3AjbVwdwpR7cqoFx7 +sJvcBOx2es7iBjwfpUd/3Ak88PfofputYtw7acTuC/Y8IKJ1ANqnMc0SiAYr +it1fO/ujGKssrFzOBE+dQOkdi8U48O4F5QrwftZu0e3JYtzy7bFOK5iO9O2r +N33FmNT5nfkI+Ndo4jY5jA9hncppCRxt4en2GcbP45GG5yZYyijG6PbrYlyz +mxhCRU8kmI1k09+LK8YbvrMJp8GvxvM5mf2L8cWD3Nl8YC0RtfN2jsXYOcSx +TBps8OjesLFBMf4WvddlDG4+SRurwF+MrU1dQhzByhFObyqOF+N5gS9XfcDC +CWb53WtFePJD/7t0sLvQ1ZlLAUVYL17JpwzsfwXJqasW4UGLtzLNYOoOASPy +w0W4cy/rzQJ4Nk5L1TOsEF/tYnRbB4+9NvtwXbkQNydFXDh4kki46Ml5fZG0 +EL+9+LDoPNgig8I44B4RF9iqZtmCiRZnnmYIFuDzEo1mT8C3PWcvZo/n40xy +MbYwcNMhinO1fvk4OY31RSGYlfpMgUJvHg4d+R35C2wYri74TzMX28knPnFj +IBK+MxJX9Q9n46UjtJKB4Hev/+g/eZWFLaZ9/yaAbZ9aZ9wWysKGD+2ca8By +DY9jIlUzsWoRst4BNx+9MfPVLR3znV7U9DsF8VSXeOiq8kv89bcIbwQj7F/u +X8WHk4Mxi/z4+xRwwvTKkVt1gfhGtI9FIfgbT4nw4+lnuFK092UX+I2xhQE7 +hx/2drE/Qn2aSMh1cF4JuO+G6ddfrwWCOx5dP+ggooOUFa9HJYAdj9symguZ +oSdx6wI5YL5PjbTjUnfRrNgV6/dgY/XjDXOJ91GB29z4ASaIl4rbDHwZ3khu +k6nBF1zBUsFwOT0MPVBuNowCOzP374wIRqCcRNvNNLCimrx0kGEkopGsEWkE +/w4Y+U3y8TkafaSbtQcWldYiz3kfgw517MoeZiYSytozKQsfxyKZ09nTLOCZ +kNIYHv44lFG7elIGbDOXl2McGI8ctp8HPwGTU80blLIkoTRViXOh4NErF7zN +65LQYPLMuxfgzGCju3L6L5CEtOBODbjggtn3u4HJiMyz894meINluj/yXQq6 +1H2fmpKFSFjibb3zUSUV2bCczmUAN9dqiHH0pKKe+rtzl8DfFM9HSdx5hZL2 +yLVdwX8vceb3aKah01x98gFgoWqaU4kRaShZ9YVIAtiRWua994c0lJIoeKQG +TClbczftUjpibdjcbQffSPl3bNg2Hb1afPdtAiz37aoNW0o6ShfV69gBVwhg +7x/b6Yjj1pkaWlaIb0k+KyfuDJTpvZLDCj5p80N2v1YGyu7yfiYLvhwTcFoz +IwOdW1V5oAFu1O3LPdyWgXIYT1iYg+9K/VMfW85AeXdyZZ+C3yu4fY3iyUS8 +4feF4sDnNO+O+iplooJyadbX4Pa+jVYvs0zEP3GQtho89SmPNfhxJirc17/d +Bu4ZuOuaHpWJBM8nfx0DL61IBH94nYmK1a3Gl8G6zF8VSGozkfADoQ9bYC3p +9zVKnZmo9MW/Kmo22M+XpXjSJjKRaFNzNjN4n2LAFs2XTFS+FB4rAP7wWKMh +YjUTXTys74/AXpRGoud3M1HlRY77N8ASFPTiYwey0CXDb6am4JtW4uOZh7JQ +tW/VDWcw4ZC5WtjhLCSR64P8wB58hSsxR7NQTc81gRhw2UtpyXrw5fUTzFng +PJPe6UNHstBbpplDleCCu2q53tRZSFo+718ruPKlWjjrwSxUf9flywiYUjTj +9de9TIQiZUaXwMJO06JL65mooZLi/SaYeaInlmElE8lO9VdQsRMJifMHtbw/ +ZqKm/S8zT4MxvxYDR18mkue5E80HrjKTLCJrzETNN4R9pcHhLY4HuYsy0RW3 +LUd1sJWrlnDMi0zU+rLF2Bg8EWB0W+VZJlJqjlB3BD/8Gjlz/V4malvWl/YB +F978yZ2rk4naL31nzACnRtW43mXLRNduV1OWgysIXzfGSDNRp7/vRjP4W3GW +TMmnDNTdRz+8CNanpdfJeZWBrm/MNP8FU3Pshfc/yUC9LPllFGcgX21J1nPX +zUD9tug5D/i3ACFWlSIDaUZRel8Gx7kLKTybTkeD1QMOqmBebvN/N8vS0fAB +a1UHcGqA5r4qvXQ0kRp5sPS/+jHRx0yj0xCdcthQI5iVhursbbM0pPI7KKMP +bP7X6KuiUBqqUfBDv8DZWjdHfrbBevzywE2Ig0hYZIwSfjyZivREDT4Xgr07 +uCskTiejyEndinowr50TzfCLF6jtqZZfNzhmKOLnDuMLdGlUjfU7x3/fxzi1 +sp5IQvQeBF3+s3C+kcUz/9uMR4OtnO/zwTIdnY/iIqMRteOZ2FowQyCjZOhe +FFI4xWreARa/Rfm02z4Kldky7C2Dr4emKt29+hxFHTl0iYfzv/2zIDfmexi6 +eetndg54suuxz/1Qf9T9reZZFhesv0NKNceVriMt+/HsSrDUMd1DgrcvofGV +zdb34LyoETkaMUG8+FX84DKY6q9cJf0lXbz7pTJA4BzE01DUe9tAByy4WBpY +BZ402Ldo/MobV1r257SB919+Tipc5oOlFn61jYEN5X9Yjzf54qvzQpTbYF5t +Q2w16o9N5gqDCOch/92pEbk5Hogjp/OCP4DtOAm+9CciMf3t9rxxsAV/mQ+V +TyROnvrS/hXMoqKfML8ciXMmzx+i5YZ4VDqjIFz9HDeOZ4dogBfud+35i0fj +q7da883BZ968DSGJjsbdYwsdLuC94wMpF75G4/HRs9TxYKvOha2ymBj8ezg9 +dAIs/DTweHJHLHbXaSpYAYuSHa2xOhaHd4dmO3fAWw0fZTr04jDVEBsNGw+R +MHR7br/uZByO1CLwC4O/bR20fsgYj+kHjdXkwP0pjH94deLxmYGUMAswnZad +pmRrPM7RqCc+AM8Y056L/hePBfqnup6B7eN2mF35ErBkHxNtLvjP3Njf4cAE +3HBDSqAGzHsFETXLErBir4F6BzhqUotHbyIBa/YkhX8D71qJJm1wJGKGhM+3 +d8G6oR1dpAqJeNLkguBhXiLhh/v35gLTRJzG7bPHClZXoFL/+yQRW/3u6hEC +SzAh20+xiZinlvGVLDj38t5N54JE/MPvjqMG+PhYnk1WQyIuVy0nmIPz5c/f +8OxPxO4n9h11ARuwu/fsziZi6Wm1WX/wh60rn8//SMSkr5NKYv9rb8/l/e5m +Im6999knG8zFn9vrS5qEQ8QvaFSBX6x2RldRJOEb+3zOtIEdL0X3pVIn4ePt +Xb9HwZkraw9laJPwWBTjuy/ga9dL8uNoknCKwZ3of+CYltqyfKokbH623PwQ +H9xn3GuofQ4k4fPfSC4wgUuw823G3US8UqFGxg+2sBT3eLyaiEs8kwalwV7T +endzlhKxq9LnTHXwOy8/9azxRCx55MIDY7BNq4Cfa3si3hv1vuIIrqv/F8BW +nYib07pO+IDT844czMlIxIE2jIvPwXsLXgNHwxKxmuidynRwGnvCkplLIqbb +LntW9l/5Sdm7r/QT8XAziW4zeKP0emqPVCJ+EaZ2bghsVzf6b405EZvoJP1d +ABNVfY6e2knAXz6LJhzkh/O2w9rTriIBFxZ7WzOA8zpcK3LCE7Dzwy5xbvBQ +98CdTcsEvE11Z0wF/PG6+ONftBBPA2W5BuAL6dRdWTPx+GkyySM7cEDQtUeB +xfGYViCJMRxsF3qGY1UlHg+sLy6ngB+8fH0w5EQ8TsCitUXg3ouLJ+2m4zD7 +zS6DPvCU+tlWbts4fMGF5OVxASKhfqnujoVTLN6UUrPnBEcxfv/OJBiL6w8k +SYuB6dRuqxp+jcFK8aLTuuBu0pDECOMYfKvGivUFmG/YSIF4KRp7kXSlsQsS +CQKlYpijMBL/u6Z6Uxj8UDbt2bZRJHaN7yCRBQe3JzSQ0kRiO4F2YxNwGnH8 +j3VfOL5l+J45FWwg13rtl0AoFqtuTGQSgvEUHjs1WvIMf79X+fykMJGQsT/d +9MsjV2xTe1H2HPhP+8hCIOUDvEBe8VMMTJLz9MGThPt48mXZdR2wkD9tbFeV +I27vKKaJBXuZXlJi3rXEWefyg+hEiISXhb4391yokeHHVB8aUbhPz9dE3zz5 +AHHtk/NjARcZh57kv+OKfp6Z9xcEpwvoa3OWuSE/q/OBN8G3vA3qqdEjlPet +ODwWLDcXc0H8rBdyOawZmQ227P0ddpnbG8kIrz2vAiddkE89Uu+N+lwkYsfA +k1Pkp8tnfNDGVuML5gswH/sl+scp/FETs8VLAXDApsrbVDgfQhF5KgJvB3iI +9dM8Rax+KummYJHzHNsmFM+QItVAThZ4soBF0GgqAB3he5BXCT49KkjXfC0Q +jaudLHgPdvNx3zWtCkT2zw2KvoBNftTv8j0LQjEM8xX8F+H++/1S+YN9Iei2 +5LMqGbAhn/MehX4IOm94/s118JM0hbpCYgiqTbV76wSunrJ6eVY9FPk30tb7 +gk14rTa/J4Yi9U/FOBp82e3o5Ya5UDTHtdZUAeZkvrvqYBuGCq7GN7eCLZwY +Z67mhyFXG4nWEfD26IHEM0thiLLQ48Mm+LG+qFmfXjjq72HtoBKD/Ff16Kms +0HCU/Kux8zT4327Flwd14UjoInmvNJg6hIn1MH0E+qeT06cOZlGz0BiVjkDN +7ioDxv89/z778iuzCBSetDLoCL50Rv/rHf8IpPs2fNgHfPLQh3KhjAjENi00 +GgUuOZTCv10fgZb3+scywFnJ2vydIxGonP3BRDm4+mJNZ/q3COQpf3KqBZwQ +nyciSxKJrlq+mR4Gd/22bxOjiERHAwxmPoPVJ67FlNFGovGcndkN8NFKizNv +jkWizPbUT5SXiASNT/tZlE9GIocV2QVG8HSd6k3LU5FInHZ+kRfcqrSQeZgx +EpEKPVuSApdkpbCqQHnHzfPLamChO6cX6eF51fXtdiPwx0OBSw3w/s6kvnx7 +sBFNCpnQ4UikhrJDPcAevSnSVpSRqPvTI/swsHi5UYElaSRSD7yu/hK8l/t7 +x2Q1AvXwnRUk/vf8oXO/ns9GoBt9G4frwGEMR+bMOiNQ74Oun51g9isKuaPl +UM6Y3jcJ1gpIU9pIikB99a6lK+APmWULrZ4RSMP8WvQ2uEqKYUDZJAL1H2Rz +oRaHfDVm5ukzBOUFq1pM4AzJX4m+TBFo4MaHi3xg7iTjXvm/4Wgw0fnvNbDo +XNNt/uxwpCWjNGrwX/0DB76ZPgpHQ3On39iCkzpWKFxUw9Ewb8ujELD7haUe +leUwpNObaPACTI8eNTBVhqERFwepfPB+E/W2Ra8wNFp3crcdLKMvR+ZFE4b0 +zFamx8G7r2jdDPpC0Rh5I14GKzRReqhGh6Lx6zY+VBIQz5TXtoOOhqLJ2bdk +KuBfy39qr24EI8Nnzxf0waw1HT9TiMFoiseq9S742NKdXiXTYDR9/3BgEPj0 +0E/z0ndBaOaA2aEP4GQNI8mhB4Fonvsg3VVJyD+a9Tln454ii+6J37rgEG9x +ZbOLT9GCc/HAHbDlvqbQxn5/tFirHxsA1qsYuoio/NGSWgHDe/B1pp2rkva+ +aMXpJqviZeg/dhCrpfdE+caaxdrg4KX+xGQpD2Sjpi1rCba1uErvaPoELZ3X +N/cHB5ANqF/IeYQWPpq8bgIf4+5hY+dzQ9NqjoJIikg42JntscjkiHq5I5C4 +NMR3qOJcVTsBRZx83qsErvdSLBL/JorUD0Sb6oKrA2j8b+icQp0zcX6uYN9l +FlXlzAv4Q3zK+3KwGnu2lYyNBm46UHhdWAbWa7xpQsiiJfb5UzRDAIsEs8xI +29/BhNkSpxvguWSZc3w/rXH924roe+Blq7goo2VbXHu/boT4X31jyldtw464 +fLbTmAcRCS3Kw3tKAq64KeuX3GWwWljJ+vCEK+65S8+lCt5oFTOyfeaGl38Z +r9iDXSO+7z7sd8espH/cS8AljZeCTl55jPlaTxo2gfeH6RRXjz3GksFSaADc +l/Ftks72Cdaie3ZgDbyU2GDS7+eBg8+cihInwPpsfZpaEuqFExalHyiDQ/sb +jnHt98ZZeWZ6t8DUz35oX5Dxxg0iBSxPwEeyXa5SFnnj7vXefWFgee8xlo55 +bzxRszb/Euwx9AQ1M/jgdTmUj8HS8rwBWo99MNlBi/BeMNupXv6lXB98tCPQ +aRbcvfiGuWDYB/Np9l/aL0sknOXNL8Y8vlji5F/G4+AieioeGg1frDhxevcs +eI39WOIzN19sam7ZrAhm2Noa/vfWFzucC36tC7YS1OlenfTFT74WBluDJWa+ +HDq15YuDigbsH4JfsDOE3jnph+Pub9wIBo999HWZEfbDmZeYL7wAzyl1H/NX +8cMlW7InC8ADF41nNUz9cD22+vcW/ISD3kPN1Q93+oVMdYGvix4scgnyw+NK +xQ3T4PYZgTsfkvzw50NDGT/Af+s56lTz/PBqz+YzEjmIV56WH3tVfpg0hsXm +KNhnbtFi/p0fPqInr3YGfH1oM2eryw8zM1kLiYK5lkoclIb9MM9M6DEF8Pu/ +OeEfJv2weGbJuhbYfneX3H/WDytaD49Zgqse/f3nPu+HNfm23rqCf5+LKc1b +8MMmP1lfBYCb9/MnnQY7lCv4JYCPthyQ657zw4/d71rlgrsrZoxapv1woFS4 +cg2YmSGief8YjBdJGV8HeJna615onx/OaB45PAm+w6b0yKzNDxcHbv9eAa87 +C54JqoPxUmUf3gELJ1e37C/xwx1HFN/QysN61mSbH0r3w6ODNsms4PS5T0z7 +o/3wYkKElxCY1JMgGOHjh/8YlpvJgmdDSjY9HPww7cLOeXOwytbkh2h5P9zP +q/3VGTwmSzdkxQ/9cy4g+oJnagIuzZzww6wkBiLpYPrTGv6Dc754XrF0tQRc +mpQ2r/PeF+eEUVY1gtV/GASE5/liodPVl2fBrScUTfjtffGq6eHdn2AvEXdi +sqovrs6xaiBRgPk5rGTTB/FJEDtxhQ38cnCfYPInH3zzprO6MZjxVFe2sJIP +pk/4cOQe+GmWWqEisw8en2Yb8AQfEu2cUPjtjc3senRTwPH388oOJ3pj5wA+ +0ynwq+mr7j3lXjimbvG+wRUiYTg3/SKT6ROsRyYjZguOtWcinvzxGDNdi914 +BFaRRDRBjx/jrFF5jySwwsEy3s2IR7jyz6tnY+BSfktz+Rx3PMJtkKirSCQY +n7b0VXrlghnjeuo1lSC/pbrH2PrvDuYrUx6wAKcN7al/f2+FUe+7zw/AKjpd +B9piLLEFVfWRBLBVrcP3PX5zXOj5ymwSnJ5lt3j0nSGWu+NEbnkV8nXxjcCo +KHms5f+V0RXMttqQqdQlje+kWQoGgLd+BKFr3hdw6IS+Xi6Yy1LypsENEjx8 +XS7vG5jFXvSvBKssuit+TN1VmUj4rlaomfRZHz3RDjMLAD/djdZg3zZA4c4H +3RLAnwcoXdkO3UalBVupNeBBxSSDtUOmaJtt/tcu+ODlny1XVy0Qrcxt8iMq +cH7TcYUYLFoidoNRRnZwGatk1ckhK6QY2ykvDz5A8UZFJccaRVJWxAaASdXL +WGY57FA6l2BeAni22OPU0007VCGfW58Lzh9xYtTvsEfjHi8/d4CbTbKNDM3v +obO/n0ocuQbtu+zbqhF2QmKHSdTZweMNAq9SQp2QMt8jMxHw7/MTpLYLTsjB +yiFEC5zd0/kgL9IZVY/rTCWAM7/vuit13UeUsrtpueDOH98qU0+4oFuvs6xq +wP1G15YHDFzQ9v3VHxPg2Yc/lZtnXZDa+IvyFfBNCS+yx+wPUApB/uEOOOH8 +j15S4weIQBNFyqoK99d43/UnAw/Q8/sS7wXBLFO3n9hSuaK5sZkQAvii/3V7 +DuSK/LMFT5iBg4w9WZfTXNEQ9ciYM7izcV/Oeo8r4rrvmeIH9mh5x9225Yo+ +oK5zWWCpb4ZDVapuiDHbZaUC7PeF1GDIyQ3ZUTOVtIJH1cmeV8a4oTrndw9G +wGUDjWkGFW6IdsxGcuk/e80vNQ+4IWNEt7cBDgg+/Of3DzdUnPXmHaUakdDj +Fe6xSOmO9lGbBjKCvZz3Hrxid0cazhRqvGDKgs1N9kvuKGO06KgUeCG+WMdO +xR2tyugOq4Ij+KIpfAzc0ZWs3SQj8IG0zzWmNu4o7lC2sQNYu91c6YibO/rs +pHbWCyzwq7Ei3McdiY+uLkWATXQ1Ln8MckdBMsnEV2A/lSBJskh3NJ4p71wC +5qYJliOJcUe8h76KNYHF/Qtph2Pd0ROnqK1+cEHOoWeB4K4RiYZPYLu/v2sY +o90Ri8ys/yoYtTsuR4S7o3uZgcoH1ImEHfz+8dcAd9RAJURLD+bl+7In5OWO +6JxG+rnAZW+WhSxc3JH5iGf8JXA84eGvwDvuqFyay/AquGP0qmqGnjsiz+xi +0weLqPrer1JyR7pUDxbugq1+8Dd8uOCOchyZ8h6BM5ZelEyzuqPN4XcOIeA2 +8vaVfxTuSEXaVjQZPCL4/jLHTze0Qlnztg5s8GP/n/xqNyTtaOrTDf545UQG +fZIbCh+mUPwIfit3Yy3toRsSytDtIblOJOTIng4SEnVDPpR70UfBD+gesCMa +N9R/L1vvDFj5iijF0wVX5CK1NisPflUu3t4d6Ypa0pOztcDMIpVr0+auiJ5S +wdYSXPT1JS266Iqqh6JWn4FDbkgvUkB87zgIHWwH+/3yZfPcckFkelT5Y+D8 +JEJ7RYsLopadV/8CPlY6dz8z3AUxHUuIo7hBJOgU18rVM7kgqao9TiVwyoB5 +WQjPffRor1uhGfxeo/Pv1lEn5LuUszQAfnqbmOzb7oiC+3xDP9347+8j1v3P ++jqipAyxQdKbsD4KLa1zp+6hN0op5rLgK0eDnRQ87NFGhL1vPbjhpL35u8fW +iOShElc3OLHU92fo8B1EYcbePgU+tBf7wEroDmK4MHR0B2xxRvae96wlujQq +lXZZA+5DzM7DvZLmyJWNuqEafGL8MVthvgH6U5y3U6oJ+/N7w/BmbXGk4vj6 +zztwAncyHUeSCHolmPllEHzgaPmyVDs3Ui18ObQOvsu4YZlCvSmTmR9JlNSC +/N44elSh/ALWznY1agKfyO/glnh9HRdY3tccADe8lTjUwXgTk3I6Ks+D3bxm +TVJua+DCjLsXybXhPGLZxYMTWpg8zZBGBRyvSjZAkqePq17I1fWByfSvHb4n +a4ppDVDZHPh16JU6+hZTbMEolfsHLPrn3oq9ohk+kngx9oQOnPelknFUcubY +Ou68vT74pzxpPzeTJa7X5jS3AccZZvu4h1ri4yfO6D8G80r9/SL1zxI3RJ++ +8hIsbim7TNtthU89p2WeBe8smLrJ6FhjxxuHjv0Gk1bnfE4tscathyko9+sS +CSQu37+qUd3FzuH71s6Cr/iXnPYuu4vb1HaXL4J7t36f3dlvg1lotmYUwevE +Fx7VN21we8hqpzVYgudbzfS8DWa79qvpIbh5qChWgccWu1J9rw4GL57G+dN2 +tvhM0OfMArCeMLNGzhdb7H51PqkOvEe9/nWQww53H5yN7AZ/0i4fEDSww4+f +jT/5CWasYna2b7TDgW2UGiR60H8hclulb3Y4hkri3BEw4Srj5zx6e5ymar3N +CsZjbWQJ0va4MDy+TxA81LhDd9jMHtf2tmYjsNyb8cgj/va4jW798XVwhrsd +/8sMezykxXnTGFzyy/B9RYM9novT4roHHv2SZmcwYY9/jPpteYKvJJy/FfHH +Hm8zlvWGg58f8dzSoHTAlEZzWSngfn2X5ddMDpg+9ejjQrBmZfP3CH4HzDFL +uFEP9oop3KGWcsBCHI6c3eCi5mgJ9qsOWNoy9d8UeMvt+a/umw5Y5XV3zzcw +fTR9GoO+A9b9spO5A25ddv1BctsBW/DyP6LRJxKo5h8XBZs4YCd7w+vMYAf2 +39PVYM+ikLP84NW4C9nhUD/kV82mFPjTt3Ldw7cccILocrcquFHM556MpgPO +fHAq0xBsz/U+ilXFAZdUXX1oB2Yu14qolHHA9Ztu6k/AdTfpDQ4KO+D2y685 +QsFPK6OO0bM74BGP4Y0X4Hk5i51FWgc8jw9054NNOIv9PP/Z41/7LmbUgk+I +vLg0+8ke78pbuHf859C3Pcc67DFDW9OZr2ApgQmZ7Sh7zEn1++8/cIoDn8Tb ++/ZYRJW9i+oWkaBaJmJkomGPVXu93HjANs63vthQ2mN9uiJVSXCI69WgyVk7 +bKU1za4Cfmik2ni12g57jUp13gXrDs11nze2w6GMdmkPwWYpElM5gnY4wfCF +axB4+P6XP5d3bXHpzCZbLviERttaeawtXlyqfLAEHqsSfVFQaIP/8CyqbIAt +CrmtPR1tMIn9CTYKAyKB4vBrr0QhG8z46377ObB/dXN8W/5drL4pxHoH/DXh +evF4uDWuoMxvWwAncHgYxtBaYZLYg+pr4D+Ka0FyNZZYlc1igMzwv/yGx/id +hSWeF2Oe5gCX7+NLNay0wHQWEX9MwTeezbF3qZpjh/r7LNPgM2dVfmA1E8x1 +X8pl2IhI+HF0PMWkTBM77yZsLoB/Ulfw7PuogeuC1jzXwFdKHR9rUmlgrVeF +Qcdvw32YWfSIuskN7NvFlqoB1t/zlq2iV8HT5w60d4Nn5M5dNyqUwHGTXazv +jWH/k+wiPKKWQEIyan9HwOZrESJGN6RQe2pn9xL4Xys2OB2G0I5ZhweVCZwv +zltzDBtyyOJL24QaOLziiQwzrzLaVbladhvc8+j5X2GiCkooeB98Dxxd8I6m +nUcVdd5rlXgODjR3UDrFcB2Jrr+LHwQH/Av/JmKogTp15e8tgNnCDvXOUmoi +qzdNiutg+8r53O/lmijpSePaSVPYHy+Rz6+RaiPS/VjTANwzQ/UsxkMXJVvI +8NqBRXqMeA+d0ENirXWkHmDe6gMj4bl66G7Q25IU8F0F9uikD/qo93DN4Tnw +t7PN0nPzBsjGSeLzb7BU6bewKXNDRDZQXb/fjEjY/z4mLeejIboUV2XPCR5e +87kT22WEev+KXREDo8sdYfnoNrLRr2RSAlsHlRk/KryNUpgqOqzBVKmNdwR8 +jZG454WMh+Bf1PkJVJ+NUf/HskfB4Ekv9QrFsyboQEYpdwH4c9AtwbfeJiiF +TGRfHdjlijyJfYEJErcqGe0Cnz0snGYzbILsuIsDfoC5OVRDlDhNEXmIoDGJ +OcSzCPPgWRVT9GqlUOwo+FPv2lcVe1M0UERcEAFfoViXvFdoiuyO8tfJg08I +yxDtOuH5+wUxWmC6I44WJUumSFIsX94VXH5gtekIkxkajOc5HQCmil8b5xU1 +Qw6bub/jwYcU2hgirpohCgPu9hzwMb2iY5cNzVD625y0N/89P3YvUMjBDEmx +nH/YDua/R6Xv6GmGhr1e35gA/1V2Dt0KNUOOs1znV8DVxrLqA4lmiFI+e28b +bD5y9/tGphm6dU6vktoC5p+pU3SMaIbyDlHZM4GVTt4/LVdhhrZ+1HLwgX+X +a1NdrDVDqoP245fB/wS3vcqwGUquZn1+DSwAqRluMkPfkvuUDMCTPeQ++s1m +SMbHb9cGHLO3P9wfHG55seIRWKLc/qzcOzM0rfzZNhh8+161QkyDGRIUSDyT +BBacUKPweGuGvOmujeWCzV/Kpe1WmqHe9e2IN+CQQqpbp4vNENtEoeIHMKck +X+zQazPkhE12RsGxh391CqaYoaYMuvIlMG05fTRftBmiC2y22QCfP+IR2f3M +DJnZubJTWBIJWW0D/gwPzVDZjfOjJ8Ffrikq0tiYIbKL4+HnwE0vuBqL9M2Q +1qnQK5fAl4fi/pLC/GTtSG8rgtf8hPdRXTRD67M/SnXA6R3FVG1sZig+T5PN +FWxa0HrJddUULYUfGHkKDuYgnLafNEXi96vCYsETwXke59+ZovHLp7fKwXLa +4vRboaaIqWtu6A/4D1MxuTsdxFdJTOh+K8g/os+2/ftpgupiFeWPgdNIe8NM +uk3Q7dt5xSLgvF+XiQtPTdCrH04hTuAGvpqMpF5j9HOAQ84H/FSwIL/uiTGS +rR7aiASbJJ5Y+MpljOa8JayKwYc1syLDH9xGnHT7ZH+AWcxMk39vGyLX9dK/ +u+DbRtVXXJIMUeu4RSHtHRgPWdIPqmKGyDqj7bQAWGtxqon7rgHKuxC5bgc2 +/CrMkf9WHwnoshYsgwmPm83ecOigrqOr5VtgdaawR9Jp2sius62O2ppIoDZZ +6otg1kZ5ss49AmBlxeOXh+i0ECdfy29n8PLUS7Lbv24ipn22ElvgqRabvcDj +1xBVfmXrIRs438sGe2+eFUG5liE9TGDe51wvOvoF0VU2k1F+sIJXLiHShBc9 +i6Vcvg7mStK0dgw8g/Z5G9LEgF/WTRbMSM/KbGiRajHZEgmRWzOl+deEcPzh +EUN+cO3mNVZ+LREs1p5vKQN+a9GGGPUu4PtI280EzHixwzHppjj+zp2TlAlu +qxoLerqfgBd21Wb57KD/H6yu6gkoYUkp7Q9S4FUtjf03/irhyIeGJarghYQJ +qVt1V7HUqo2PHbh5mS7OnaCCo74EsBfY/ff94FOZQnY1vMQVQfkWnPFHS5Gy +Xw1LW8T96gAXGZpqcHip46XpzMav4KuppPaOPdcxGmw05bWH+1qxZH0jx00c +c/SD8mVwYxJ7gYvDTbys3it8DazQS0Nzp+omjvswvc8WXOxJRrsjr4FXyBe/ +PALz37nhnxSggWUVvvUFgy9QX2C0/QDl9VtpeeAMRwvyF0qaWG6bNLgGTPNs +2nHNTxPHS1A5t9v/9/8ashwP66G8nEFuGcwo3ia1yq+FE3MvznE7EAkcdzzW +Ate18PdFqXYJsGSj3uVtDm2scFahVBn81Fv7aeh1bfwzRcP3Ljias26FJE0b +K07q2zwEH8yO7/7Uqo1fnDLVCALzhp+Rnl2G8ph7Z3LBTt30P3n4dXBynyvV +G/BcVCKv2zUd/IvW83cb+G5I4uzUHR2sqPp0fBQs1P3V1tgX6geFNi2Bc6oq +lbeTdPDv1ui8DbC+/0XWihIdfJXsRRTFPYgX/4cVwa06OEU2/RED+EDQ+X8e +Yzr4j2eu2XmwFK3EXsQy1H9brCIOzq3L/9e4CfU3q0Sugq8kyimeOKiLV8Uw +ox6YE180DqHTxSouraTW4N3ahQVOJl38qqRr2Q18uDDk5SKHLl77PtgfAP7w +a9G2hxvq803WxIPXS5f05vih/t1P6a/BgvxG4exCung9ezm4CkzRHaUbAb42 +/8v5/X/lHHtsAoJQn33z1sh//cOzbiR8UP82ifxnMAPVAiXlOV2smnyQ9y/4 +xtbbTBU2XZw+RnvsoCORIL/27mLbSV28QU+/RQ8Oio394E+ji9W0mD9xgS+U +vA7x26eL58ZvPhYDa52SWzmyqoNdTZ8dUwR3H716fmNeB1Mt1eRrg59fehAp +NQjj4/BD3hJc4P4kcrZRB4uscUy6gLnb0guXiTq49bGeiz+YUU8vxCBBB38P +bMzMAEe9i/f1s9bBvofXpcrADa+5jeTUdTB9HM9QE7iq1O+Bu4gORhnRB+bA +oR1eX2+ta+NB7raXv8BcuO3D4WFtbF28fXGfE8xfrOKiark2jqyztGID11GP +DTjZaeOzCkm7gmDVnxyjZorauLq9Ow6BW4K4vL+zaOPZkUvvb4NrzjqTf+nQ +wiK/Kc+/BBOmrWXXT2jhVneZhgKwYOEQp9KCJr6156z3FvzZOEzEAPJVP+rJ +wAlwn9yK7tw1TTzIVfjllDOMByen0sF7GtiaOOfD7fzf99sGNocuauBt0ZOM +EmAHJQvLvc2bmFPWW0UPXCbVS+j2voldDTTy48DZz44VEn1vYAbYro/dh/GU +ff2/Cu48HsotjAN4llQqsi9ZM7Yh60yy5MxIZZmylBKqoUZKlty49nWsWQoR +Ci2UNYoormMnW0WWRLJUEhGFQt3Hn9/POzPvnPOe87y/Z2Y+I3T1GQ3b/dKf +23YF6nuHNkep8n6sfzxlUByc9t8Tj5VAAyz9ZKZRBcwrucUz8xUVf7p0K80c +/Ntmia7qQcHuH34ZJIMtB+bLmXRdzGwpu7HTE+pf0c5AE5oadiRsC1YGc/kJ +Diz07sbGIWcv7gP7768/n8evhLl0edEZcHxzzuzmVFl8s9ht8i649FyWlNQl +AVx4g6hL9Cqi1Lzdbvl0lB/Fz4fI6oKtOLbXbuIQRZfN3nLTwHphWZ/zpSTR +ni1REy7gZPb25LwMAqr1/xhXChZdCZ2qclNBb85mf9j7Lxyfoiff99iLntYu +tRmD/Z9turcSrY3SxM3KbcDx+cGeIbd10On+tWh/8KNrdZVdlXpo0sRWsxb8 +q6OUgM5Q0Jq6YMQhb7gequGGAqv7UQpPttkJMF19dOT0aUOk9l1R5DyYSj8c +kVxjiBxK9hVGgEOiTOpLvQ+gVhVGdxP4tMH8kn7PQWTPNZvRu/54pvNdD8Ih +9HvGm/ER3B96u9njn0Nod1HsMrsP9DtybHodnEYoUalMwhAc62/OvClhjJS2 +6k8eBb9ENSfGTxmjxqmW0rNgZ0G+X5/SjdFS3jvDMHD/9rCjvFwm6Fo0gysJ +zPwlf1LL0AQRL8z23wWXRQU2cXubIDsFNud6sFKthEv/gAn6uSmO1A2WdK6+ +0LTRFMV/FvwzCu6uMDM7p2aKFFqyW76DtbaFfH9ibYrqconXWXzh/tKYaFEW +aIpsIspseMAWwoRMxl1T9IOhT5AGz6bNabQ2mCI5WcsKCjjjuQTz3l9ThNmH +gs3BK18F+sVFach6gmFCB5dtGc6kadDQfMMsnzs4juMqv7oRDV295zMcBC44 +fO1Why0NEcLYHiSAT9raN0u50FCNQ5x7FljhkARN1Z+GThgI6TwCfyzQ4v0d +RUNz0nfYMJhQuUM+LImGYliUOrt81+9HmfUdGTQkM1qW8h5Mv8d+8O0dGqqu +1ad/A1+wVdUtyKGh49mtin/ApwYuHjvwgIZmgywXtvtBvtFads7PpaGoM0PV +4mBKc1bY8D0a2oUcI3aDP7FQG0czaahKYs5sH/jYFnrA81QaOvbHR+QwOLWx +hOAcT0PfhtnG7cC5j7OslkJpKPK/uMJL4DGvgVcOnjQkdVvIyx88qNjmV8qg +oef+d1Ds+vkDFemfj9LQUTulLbfA3F3uBZspNDStW95dAB7eeLpYBPrNiJ3o +VhV4KNl1SIKXhiRXWhntYKnzJ9vFlk1R5aCl6juw8GiEhvCQKfqa5lj/G7zK +GjEtmmmKmD5zVzn9Yf8crrFQ9jdFEid9rUTB9pNfLM1gPZgLx09qg1d9RHJH +OE3R3i4ddlPwn4wi9hfDJkiS+VnSDvx34KdpVLEJ+jZLOREI3px3/ESusQnq +y5nxSABHJUvY8fOboP9s0+OzwU7zxBdeQ8YotmWhqR4coW02s/e8MboSkD3a +A34jv5ctT9EY2WoeXpsA71cl7lOZMkLErFzSpgDIL4w+ajrDCL3wOnnPFDxV +0iD37eAhVKLMge3Afqz7uVZ/H0Q3xx4PuoDjJ/qtHIsOIqcj23ivgX2lLNI8 +tx9EHHI4+A24+O2T0ZgqQ2TQSzh9KrCI0ltf8k1lgIqIV1/7uIL33XX1S/Ki +Ih5q4I0gMPf1EukFPir6UNjfcQdcb+Wo3WlKQUHMGN1P4JAlmwUph32oWnNO +2C2oiJL+r5D2SvkeRE6s6gkOLqKI+NX9Ee2VRnbXb2RdBxc30M0aCFIo9Jqb +813wALI+9G5KDHXFy7A1gjvfTumWkASR49WrGptCIC+Z6QWGv2VBN5m21+PA +Y30WFz/27sA1YeRTmWALtoO97It8eCKUW/ERuP1MT9c8txBWD2mofQVWkIob +N1ETx20BSnN8oUWU98O4xyiegFe8Vo6kgxsKeJw/PlPFu7x6RQvAXMKVW4rC +1bCR56NPVeCHT94c3qSsjpP/ORs4DN6qL1LqdlkDK7u3F0mFQX0yW4z4OkzC +lm45PupgQech8SAPMvZ2DTpgAP75Qn7Snn0PbrqkOXwWzC9yl2teUgufvpCx +7QHYV1Yh4ARZGzOdPAcqwP79E7EBT7Rx/nmz+63gZMdf+mUqOniJwaY3Bd6u +xvZCW0wXSzCGN62AVXSM/P3jdbHhuYqerUzIq7+roirWdPE1B2fn3WBXy4Rs +lh49/NT+gJY+OCZde4xDex8eokuymYG7DuR/mcvYhxXO9KS7g9ufSf1wsNbH +dba6bU/AAb8ZAqcKEM4cPuTZAI62fscjuICw75ljUj1gE93LpaxiFEw66+I1 +D54r+3G71o6CeT76SLOGQ/8oqvd0ox8Ff3OM6OAB64bI3xlPpeCHF7N2qYPv +2XC+cOqk4PDpgk4K2L31SwX3Jwp2cK30NgefH/81dGSNgtFcowwdPIadreT4 +qFjM43WXW/j674u8T6bIU/GvhWGfIPAcm65elg4V93lOERLAI70hzlQaFT9Z +WnyZCW46/8AtwI4K/Q6bXzE4+qjD16POVOyywi1XA+a/kJLR5E3FJgFirzvB +SikyJ3qYVCz/V8F/GJz39zFXYAIVs4eQ5WfAWyNCO5pvUvEoq0H3KtgkU6Ws +OJuKa5hHArZFQP/l4cuq9YCKMzhsFcTALoGC2+0Lqdg76nyPEnhjAsNApYSK +rTivBOqCheQoitmPqVgjNljRFBx86Sm98gkVc3PFvbEBS8W8yvIGTyekBV2M +WO/HD5ePlVLxC55coi/YmdU+crmYinOTHvdGR6znS1e+6nwqDhPAwWlgx5gm +F9UcKqantivlgXWqrOuOZVLxPpGBvkpw1MN/zVRSqFg0YyKkFSwWxnSriaXi +JbHvygNgQlpe/KZQKn6Tudb/GXzYIU51mxcVl0pxhi2BTY5tnOpyouL4u4Iq +myIhn4S0XLS0oWKjXFWmHJgtPHIgV5uKZRX0VPeA7f6EMgPg+rHmGw0eAOuY +SV6R4qfi6iJ7NQZ4T1GSR/8XCk5TdX13Bazld2fwezcFe5X6RjDB3o1cez8+ +p2C18qShe+DLAnyHz0VS8Hat7Mgn4IZnpjOLzhQ8VVmo0QDm2vHPUXczCr5f +3RQ1Bl6U51mR5aNg4cYlknRUEUUi9dfwVjGEfx5g/6AGZpZn/XV9o4+7W3Zc +pYCv5LbPD8Xo49h2xdEz4D/mf3h/f9+H/3bbxmWCD3K/1yHk62Gi0tWYR2C7 +d8oBl2h6+HjY88hasONLf0bltC4u1BQJHQPv+Jfjvyh5XXwyuc9LLrqIkmM4 +ccE8Uhs/sbKgF4PHiqMSZ36R8fui4FMYfOXHp7LlEDLm5CixeQX2b5nrbNlM +xvSnXFbz4MmjERITvCS8XajDeE9MEeWi6P0QL1ENfH7goGYNOF2jwliTXRkn +qnmpvQT3pQQfubtMxDVRObs/gPM+TnKrTCtifm12Bdar0L90R+pteC2P69Lq +xA6CrWcb5oyTZfBOWz2OLnD6V6cDI7sF8cth9bfDsVA/ppY+uehvRI8rk8pn +wG/sPY0Z45tRctLP62ux65/f2U6Fh2xD1sbPTMTjiihmdTzvCW940IcySrUd ++M7truLMDmE0d9Us6x148a7Sg+qfu1C3Y6nfV/B5RvXfjmoZVEbls14BD7Z4 +1BiHEJD3Ut+OnfGwH12fPD3JKoc2nD0dagN28g0JzhhXQDt0XBhvwTEPrYTb +RVTQPP9L6hfw0oL5zsrHkL9n1SR+xa//H0Id3ctIFd3M+dEnnAD9SOihDwSy +GpLi8TeyBv+rPfjAaL86Yp0eJjiB52KT5nJC1dFEM2LxBreOnX5gWauOHvqz +PU8Fa7FXMK/t0UBqkzFK/Qnr34e+krTn0kS8DdObPoP32MUuriBN9OP2kYlF +sNtallGfmyaqPMp7W/Aa1KfzQrsM2zRRusoVHzmwu0GeY+8PTeS/pc9qD3h2 +sjL7jjgJwQ7hOg4uPb9tw+QFEtqVvjLFADOOsm+0jyMhds9TLZ7gRpHUGt5H +JPTJDN8LB/8WNFpc7SKhVqJ08A3w04tKaZIzJJS/McwuB6wfWVHhu4WMYj9M +7C0Hi1KSw7kIZGSe8vD7G/Ar38zC0aNk5P5cK3ACvFaVF17lREbX3zdz/gAn +ZjweGPUjo8esx1PZrkN+CtjrbRVHRt1yH2X4wFscNhwXuk1GCyZXSnaBL2e8 +DVUoICN+N7Z9GmApD7pKTAUZkZISX1DBniM1ufvqyciqQvq4BdjEytnasJ2M +vN6VjNHBPNEfO7O6ySjlL3JzB391u/zIYoCMKmRergSBqeav6m2HyGjg0Omo +hHVzLk/h92S07DzDnwXujm6VDx4hI5Fr/neKwc3++EYmHNcp26pSAzbfn+8i +Ds+3GUh/3gkOIh9n/9tPRr6rioeGwemaqO0AnD9D6lnPNLj8lp7pjzYyqjY0 +oq+Cf2Ypq2yH9z/k1D+9NRHmf0MmKQnGtxbr6LMTXGjqrRMN45co/blRCayV +cJc8D/Oj38tM1AHbpT4kv44nozO/+CRNwIFlp88qBpJRsPi9gpPgBQJzwx9n +Msqmauy9AFYRPHfe0pqM6hh1jd7gSTNPTuJ+MhqLNreIAv9JW/4nSpmMWItH +hlPBVv03DlzmJyOZbteLD8BsI0tak79J6JxoXFgz+ELy2e6EBhJi6ovt6AOH +6uvZtuaQUI5Dwa2P67Z90JQZAesr/0U5exLcL1KSp8iGJLTppbUBP7i8rHX3 +XykSUlj43CUDdhsXPfvvqia6oMsxaQD+/qkuNuKRJoo5c+OKJXiKIXdfLlIT +5YcRWBzALlOT85GnNNF0u4FoCNh252vKHQ5N5GoXRMNgfTbq1QoTDRQfzPW2 +C9ybmdjxRVgDPbp/m/EenF8Ytsb+SR3NTVcFroF1/D7Lbg1QR/8ELJfoJhdR +llOHVKYz1ZB35mWBynXbtdQ9cNmNPt+U+dEKXtosJrFnVBkdT+rtfgvOGjAW +4jiqjEhR2tdWwHadJ+tz1ZXQ7GWWrehGEYXT76fb9SEF5Hjg+oZmsF/qL02H +RRlkNV3ytScF8pXb6gq/CR9q/OTQNgEub9M6FbrKgzRG+fN+gsObjV11Hu1A +O/q8HYVSiyi7mx/wryhtQx2YMmoDlnb7qvS6nwUZJr3qGwUL6A/FpUx11zyJ +Cy2fB994RPsQeWy8ZlcUKZntJoy3d5PUjMxMzYaAmxay4FfDNV7cRss1VY70 +DiewgnHFe9O7G7GGzlzdLHgt6srv+XY+bF3xJugv+ECbQJ9yOz8OJD3bx50G +ecNnVdOvRQC/UAl9pgK+wpvMEK4QwnQZ/lIX8LhcYvRz9504InvZNQDsFh+0 +f/W4GC4QH1aOA/tYFIR90BbHi0K5DwvB582li0/9lMBx2/ZmfwX/ZF2mT0tJ +48fRYqdXwDcrPqOZcGk8wMEitjW9iPKt5lbrji/SmMDSlkoEu/2tqCrI24Wf +/7RNuACmdY0vFfER8AcPymEfcIUXbkQXCJhjjrA1GmzXEuv9qpqALaZmIh6C +pbR2/R45JYsn3wcFfgbnhaeM2ETKYS67c3pL4NmTM/IRHXKY9NboN0cG1CPl +vfdTueVxUA+PlxzYyrCAeC5BHt83X9Tcs279ALGdHfK4rXPw+wGwjbQ7TwmH +AhZsvefCAG84qfrMxVMB6x2IUvIE37Gef5KUp4Dt6y99YYKvq4VRE98p4MJq +MuM+2MltgSmgrYi7tUVlyjLW+3O+kZvnFPHy0z8fGsBkR3n++ThFvL+0xW4c +XIgs1GQHFbGTSqHoArg21I7376oiji+4NsB6C+Z3oq+xWJyIyxQ8U3jBUkkZ +xSQ9Ih7MOXlsF/gsjx79ujURb5DR59UAx+v/l9TkQcSy2bteUcEL/RbK3TFE +bCK+Kd4CnLnEs6cym4jd07+a2oNzlx999C4j4hShV1sug2uuEW8KNBNxdXJZ +SzC4wsy/O6GXiMd40sKvgRlhRtQvY0S8KSFgfzaY40x4pcw3Ilbe5sBSAt7d +JKNJXSJiy+iDGIOvOZd17/9DxN4cSgEvwVXpnCO72ZRwZhi37gjY9cJQEwuH +Em41vdM5B77YlC74FLzAp0lnvV1EOZ6h2dHProQlhhrn+cCpY0pfL25Qwkb3 +j4fLgh/noZJ/fhGxx6VJIS3wEO+DhMVZIr5F8s03ApcqnSAtjxNx8+rWfTZg +6yz9oAAYz/fG2y+dwUHegRFXG4lYLE7VIQCctJSZLF9KxAet6n7Egwcza+VP +ZMB8iR+NzAafjX4xJxlGxOkfJ0Qeg38qJ3RHOhFxY5FXYQOYO3P1Q7IpEc96 +bka94DMMMv2wMhEbciifW15//WrnosFPiti167/FLZlFlNW1vunqWkV8M8Us +eid4b7JwIOOmIp6R+6dYHxxjYkqXoypi4Vl2qjmYf/xY8GFeRWxQkdJjDxaT +CYq3HlXAKYeeLzPBndKar7V9FHAtN+1qCvheoii/lIEC/to/LP4QPJ8xcYZz +iwKmOLHsbwfH8fjWbbsuj79EGcXxZEE9iFuaqIqRw/wWg5Iy4GE2+ftlhnJY +X+TSYxK4ivWRxPKqLE7MS+g/AU5dyx9gOslivbY+6Uzwg+mSv3XKBBy/lfGU +mF1EGW1RZPPxkMaVPYtGeuBbzGF6mYA0Hs+IencYLLDHOXqwQgrvVS7ccBm8 +YjDZvWteEo/SFkwqwLcPHeLN+SCGtwmED7eCx9tmJUSFxfCeYUH3QXDnzsRl +riM7cYyLzo01cP8MabCzXASXkTvkue/A+kzb3lb/WRiPrJ16LgUOFfW2jBMW +xpzNszQNsC/BbMzASAiT4kNG9oMjDtWPLXsJ4v8BCJkkRw== + "]]}, + Annotation[#, "Charting`Private`Tag$1345426#2"]& ]}, {}}, InsetBox[ + TemplateBox[{"\"\[Alpha],\[Beta] fit\"","\"Amp. fit\""}, + "LineLegend", + DisplayFunction->(FormBox[ + StyleBox[ + StyleBox[ + PaneBox[ + TagBox[ + GridBox[{{ + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + RGBColor[0.368417, 0.506779, 0.709798], + AbsoluteThickness[1.6]], { + LineBox[{{0, 10}, {20, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + RGBColor[0.368417, 0.506779, 0.709798], + AbsoluteThickness[1.6]], {}}}, AspectRatio -> Full, + ImageSize -> {20, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #}, { + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + RGBColor[0.880722, 0.611041, 0.142051], + AbsoluteThickness[1.6]], { + LineBox[{{0, 10}, {20, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + RGBColor[0.880722, 0.611041, 0.142051], + AbsoluteThickness[1.6]], {}}}, AspectRatio -> Full, + ImageSize -> {20, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #2}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"]}}, + GridBoxAlignment -> {"Columns" -> {{Left}}, "Rows" -> {{Top}}}, + AutoDelete -> False, + GridBoxItemSize -> { + "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, + GridBoxSpacings -> {"Columns" -> {{1}}, "Rows" -> {{0}}}], + "Grid"], Alignment -> Left, AppearanceElements -> None, + ImageMargins -> {{5, 5}, {5, 5}}, ImageSizeAction -> + "ResizeToFit"], LineIndent -> 0, StripOnInput -> False], { + FontFamily -> "Arial"}, Background -> Automatic, StripOnInput -> + False], TraditionalForm]& ), + Editable->True, + InterpretationFunction:>(RowBox[{"LineLegend", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.368417, 0.506779, 0.709798], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.24561133333333335`, 0.3378526666666667, + 0.4731986666666667], FrameTicks -> None, PlotRangePadding -> + None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.368417`", ",", "0.506779`", ",", "0.709798`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.368417, 0.506779, 0.709798]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.368417, 0.506779, 0.709798], Editable -> False, + Selectable -> False], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}]}], "]"}], + ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.880722, 0.611041, 0.142051], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.587148, 0.40736066666666665`, 0.09470066666666668], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.880722`", ",", "0.611041`", ",", "0.142051`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.880722, 0.611041, 0.142051]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.880722, 0.611041, 0.142051], Editable -> False, + Selectable -> False], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}]}], "]"}]}], + "}"}], ",", + RowBox[{"{", + RowBox[{#, ",", #2}], "}"}], ",", + RowBox[{"LegendMarkers", "\[Rule]", "None"}], ",", + RowBox[{"LabelStyle", "\[Rule]", + RowBox[{"{", "}"}]}], ",", + RowBox[{"LegendLayout", "\[Rule]", "\"Column\""}]}], "]"}]& )], + Scaled[{0.8, 0.8}], ImageScaled[{0.5, 0.5}], + BaseStyle->{FontSize -> Larger}, + FormatType->StandardForm]}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->{True, True}, + AxesLabel->{None, None}, + AxesOrigin->{Automatic, 0}, + DisplayFunction->Identity, + Epilog->{ + PointBox[CompressedData[" +1:eJw113k8l1kXAHDZlRZLicpeTQshlRZ1aKWmGq9oEYVSQyS0o4Yi1JBKiZIl +Q8/5oYbsWUYohZIWCpVKYbJWjHrvO+e+f/0+38/z/J7nnHPvPfc+Wo4eVjvE +xcTEDIaJif3vN032btPS5wK8zdyloO1fv+RfvxAgavGFI/GGdeQGAZ49f6Gc +MKOW3ChA876Nap7i98kvBZhh35BSFVtCfiXAUf2q1P63N8lNAnSPVR7RJWV9 +5183C3ClZER4TuwtcosAUz7Hy59RKSW/FkBcwv3k7PP3yW8EiNY4l6fsUUt+ +K8ARo78ljCzqyK0CXBh8bNBpUE9+J8DkcFmj9XJPye8FuHvZ1epHCb/+QQDr +os4ruvZPyG0CxNtfCbb79Ij8UQDHPD9NVZVq8icBzA+9q5N/eZfcLkBtirVC +t1keuUOARxIXvIJ2XiV3ChD2si1S4tZ1yv9vAR4n1DttNS4gf2bPL+tIVNxw +l9wlgGGL7aFY1ypytwBDfunRa5fVkHvYded+p6xFvP69AizTSTqaNJ67T4AJ +jTeW1lZWk/sFiLkfcSbgGB+fLwIoG19uycgoI38V4GZT/AHTeB7PNwG2nXT2 +nx6I5AEBXhhXTzKKWUn5DLL8ZkUr77ITyP+w+/V2Oatb55KHBFhumZQ0v6eY +/F0A+/1X08CwjPxDgE8JbsYzSnj9xBBak1W0rRO5hyF8yrAyf9f7F1kc4Wxk +1Wm1dv48CYSkbHOVxWm83pIIG8Iv7d809SZZCsEQF32MHhlHlkZAffGT1xv8 +KB8ZhNx7BTWzJPh4yCKcuRh0OzCGz085hBQtc2PFNdnk4QjzfpOMzqjMI49A +GLnQN1F+KJ8sj6BeaPYyb4BfH4kQtiG8UfSD/38Ugq/Litz63X+SRyO8X+rX +cHUrr+8YBE+twtKK+DiyAkKTRdSf+918yYoIcRJTBjxGRVA+SgjP/c5pyGon +kJURnroExMYdvEEei7CqyP9NSlg6eRzCrPaG3anvM8gqCLHPdYKlarnHI0xe +m+7/yYXfr4qQ2JS/eHgZf54awh/udxMUxiSRJyAkTy9Z9Sk5mjwRofBj8rrD +bYHkSQjft+fEznjoTfGrs3o3vXktYRBJ1kCYMqdp9aGoK2RNhPD9c61uOSaQ +tRB6tgdU2qQnkbURXi0xT5DW5+Olg5Buf8B+z9dEsi7CgsxT5e6W8eTJbD5k ++m7za48hT0HoMBTTjMvl75+KsGZF+GiVqwHknxC61RZISLd+L/zX0xCkFSq9 +WzV/o3ymI8gsf5MUIwonz0B4srtCJO1+gTwTYUimxDNXhtdDD8FN8fScSKfL +ZH0EqSm6MfMv8OuzENbvrYjva4giGyDAAx+HwfBIsiGC1zc071oXRjZCOH3j +mZn3kmPk2Qih6zqKP4Y6kI0RqjFaXjbRnfKZgxA0ceSYZ3eOk+ciOJWL2QWm +nyLPQ/jJ5rFawajfySYIogBbTY26cPJ8hMHq5W6DxdwLEEqKs/R/NJ4hL0TY +tzohdLhaCHkRwlLbO9KmJbyepgibUr+cftl8kLyYve/W8FmlKk7kJQjD9hvF +qClsoPgBwaA/Psjy6D6yGULRvaLsclNfsjlChWtQXrcPH4+lCDm3e6oHLvL5 +tgxB32XeL3LiJ8jL2frJXmal/CCAvALha4nJGfXZx8krmb+HBSvLHCGvQtjp +bK930oS/34KNf1dHWtGJ7WRLBLV+z4lbUrQp/tUIVWnGLw4udCSvYddvvbkW +bL6X/DOCo+/o2qoLPuS1bH4e9dK4/ZzXYx2Chs+T0VVfDpHXs/GtvDrimiz3 +LwimO+XdAiz2k60QxiYohmeO3Uf+D8KVAWN51dzdZGu2PlaXbld3sSNvQAiw +2OLs62JMtkG46Jn/aByup3xsEYzld680yuT5bUTIv680I2VgF3kTwuhduVUW +5XvImxEmiude7uz2IG9B+CxWrW0Tym2HoPhQKjz2oRt5K+s3yXp7I7T58+zZ +eokRK70j50h2QBCKfnOO1rchb2P1PnZQMlB5CXk7G8/WnNl1uiYUvyMbH7m5 ++d1LrMhOrB8Oc6t5PZbn68zW2y9ac3r9t5N3ICx+3+r80xY+33YiOLtKhdhE +c7uwerV55Fhv5uO3C8Fj0sM/hEQH8m6E6YW1HZaXN5J/Zf0uLK6qYNV6sitb +n2uX5PldMSW7sX67yyVEW30sxb8HQdfwwOMYP3OyO0KWkkguMGMd2YPFO/Ks +ek0uP//sRdC7/NFF5oYt2RMhVdl8YPiljeR9CFF3Zup5xPDrXgirbyl4/PU3 +/783W/8Oq064tPHx9WHzo7zZPrqV79f72ftsQjeZ/DOffABB57XKJG+VMeSD +rB7ndn4XuRlQPofYdYWOnHdfgHwYoSA9e3hH1kryEYTH0yMdktXWkI8i1J+1 +AdUfP5N9ETp9ZwSHenH7IdSaTlJflmlJ9kd4ltT/0/SpK8jHELyj15eYrOTv +O45w7B+fNQeWzyb/htA8q3hCqtU4cgBbHz3a2WPvTaL4A9n/F5336msxIp9g +82v0Hw6DQwvJJxFG5O18kq9jRg5CaL+UYg1FfHyC2Xyq1Dx4/wn3KdbvHsx5 +rRzA7w9h9Vv4rWDguyk5FOHbPP9zMdPmkcNYfyo0q9+5TZ98mu2fOjOnP1Kc +QD6D0DCi4IX44/7F//p3BCPDVyd6LmpRPuEIx2fG/Dido0eOQHh71Xnh8v/n +fxYhftym8M11c8iR7Lx0w2DVqGNzyecQ7uZVi3k68evnEQJN5zYeyjEiX2Dr +L33M6vc3+POjWD4xOh9sFuiSL7J+VNg9tKNdiXyJzee4B9e+JJbQfhiNML7i +dM7FICXK5zLCR5FkwdQaLXIMgoX0+afDeqaSYxGKDV4E2L2aQb7C4t15qqTd +W498FSHYUlLWqWImOQ7h5PzAqs3K08nXEBaNSteIzJpMjmfrzWdpvslkTXIC +2y8TsxsXV/B4Elk9y6OqnB8OUrxJ7Dwxb39WaX0v1fs6guw+tWeNOJryS2bn +J7mU5jDz8eQ/EEKWqr7YL6FOTkHoa7m7PnevJjkVoSW/8vPP//cNBGuTiSfn +L+L3CwilvYPBXVtVycjOpybX5OUfKZJFbH+LPKA83luanMb60elNP+70tVF8 +6Qjnai52LOjrovgzEH5VdZhW90ia8rvJzp8t+vXBYxTIt9h6C5EeWaPB+82f +rF/v2aA+8VcVciY7X8imaNh84M5i9b2dW/s8axz5NsLRKsFu6xhlcjaL10An +sXcF7wc5CJr30heUHZAh5yJMyCyaXL2F1zcPQcxu7+aNLU3kfATX2bF9GRFv +KJ8Ctn46t8bp/vmVXMjmW1Ve8eSeYZT/HYQ9M04lbnaVIhexfOyV1soir08x +m1+XPts2PuTXSxD6l+bYuo+SIJciKBlrepSED9Hz/0Io602E/Jfd5DKEcV39 +wQoDDeS7bH+yjLXdZlZH8Zaz81j9mITDTp/JFaw+V9Y5NhgMkCvZfpSRnaTQ +KUb530PYmv7p1Fp/CfJ9hLTfxeeYZ0qSq9j5vqTQt+0c9wOEW9PK5fwX8fsf +Ilyz78rSb+LPq0aY4y+RruXP61nD+pfnY48mq15yLTtPvv7dyxPbyI9Yv1GJ +0AkNrCc/ZufV/8zN9pqQQvnVIajOc1sh1fWU/ITtB9+OqIy24+NRj2C1K1fV +3e09+SnCiQBdx7maH8jPENpuyCefTWslP2f5OKd6loY0k18gJBx/Wbkm+hG5 +AWGjfPfUlKLz5EaEterKGyU1aim+l2y8zETT9YQW8iuEB4dlIrIGeD5N7Pto +wF8j34fXv5mdj4KGIjyG95BbEJZ4mYsmx/B6vEawXT64Mlmrj/wGYeXaaVG5 +1/n1twhTCxwiT1nw/7ey+nd0SD6fy9fTO9Y/ZNRLPlp2kN+z772Id/kH4t+T +P7D6b+zIcmjn8bax+h/12XFz1nPyR5a/uZK7tUwN+RPrF21Bd35tKSa3s+8J +xcbiQ7oZ5A72vbnpTEZi7jVyJ+sX0Rbny12SyH+z87ZqS0pAeib5M9v/2995 +emn8Re5i/W2xVNTBcfx93QgrTnRdb+7k49/D4pXpnnRY4hW5l53fHn2PsnF6 +Te5j8TVqvrGxbyX3s/HKiksJK+b5fmH9vdSj2NqVj8dXlq98lvR9y4/kb+z7 +av7w1KsO3AMIMZnxp75k8/sHEbbrNc1J2/eB/A/7nnTa27f65jvyEOufQzXR +IQlvyd/Zfm0jlurqzeP7wc7fiYavAn5pJouJwCtzB5aVNZKHiUDDPudT2lle +f3ERfK3YPM90/lOyhAiCfw7qvFj3hCwpgp0OoWY2rtxSIig0sx1R/ZlbWgTF +TwxDbFby/8uIILFxhJTSMv58WREckWvdvuxWQ+F/ASMrrr0= + "]]}, + Frame->{{True, True}, {True, True}}, + FrameLabel->{{ + FormBox["\"h\"", TraditionalForm], None}, { + FormBox["\"t/M\"", TraditionalForm], None}}, + FrameStyle->Directive[ + GrayLevel[0], Bold, 16], + FrameTicks->FrontEndValueCache[{{Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}, {Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}}, {{Automatic, {{-0.2, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {0., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {0.2, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {0.4, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {-0.4, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.35, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.3, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.25, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.15, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.1, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.05, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.05, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.1, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.15, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.25, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.3, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.35, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.45, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.55, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.6, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}}}, {Automatic, {{3700., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {3720., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {3740., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {3760., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {3780., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {3680., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3685., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3690., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3695., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3705., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3710., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3715., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3725., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3730., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3735., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3745., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3750., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3755., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3765., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3770., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3775., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3785., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3790., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3795., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3800., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}}}}], + GridLines->{None, None}, + GridLinesStyle->Directive[ + GrayLevel[0.5, 0.4]], + ImagePadding->All, + ImageSize->Large, + Method->{ + "DefaultBoundaryStyle" -> Automatic, + "DefaultGraphicsInteraction" -> { + "Version" -> 1.2, "TrackMousePosition" -> {True, False}, + "Effects" -> { + "Highlight" -> {"ratio" -> 2}, "HighlightPoint" -> {"ratio" -> 2}, + "Droplines" -> { + "freeformCursorMode" -> True, + "placement" -> {"x" -> "All", "y" -> "None"}}}}, + "DefaultMeshStyle" -> AbsolutePointSize[6], "ScalingFunctions" -> None, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}}, + PlotRange->{All, All}, + PlotRangeClipping->True, + PlotRangePadding->{{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.05], + Scaled[0.05]}}, + Ticks->{Automatic, Automatic}], + InterpretTemplate[Legended[ + Graphics[{{{{}, {}, + Annotation[{ + Directive[ + Opacity[1.], + RGBColor[0.368417, 0.506779, 0.709798], + AbsoluteThickness[1.6]], + Line[CompressedData[" +1:eJwU2nc81k8cAHBJg2QlSYqQJCMqUbinVPbISKFsySYrISt7PPbI3utBdtZZ +IXsTfpIQkSSJkn6f/vJ6v+6+973n3Oc+n/M4bWCtakxORkb2ZR8Z2b+fvN5U +M1LvCgm27DeU/34YQzfjdiLVwGeuiPdalo6hh6RVaUPw7JrFdJTXGIoYGyz2 +Ak+JkNqpOcbQr/MvnzeBf3XPc2Y8GEVvh8+zoYlCwguj7LG77cPIlFvx4dXJ +QgL3QQ3VZsMBlPM2bOrCf4UEmqsHea2cWxBdRebsdbC8lJ1n9FIzck59vagK +7jChZOHQakYyTh837METkdlvn4g1oUWuK4dfgzPHu1ucZ+sRr8e0xPXpQoJ4 +Z3FTRVg5KhLhT7nzvpBA6DvYUGfogJg4bmQZgMnU9x1zjJNE7oc1C578azd2 +dr4fZYuV5zyqosGpfgzaJxSC8Vr4cN87cOMLln6zkVQs/OUZmcFMIWFjyoms +k6sUV2Z06tt9gPlllrVVBjbjEXoGaS9w4erfN8FHWvDG8/t8EeDKVNe0ypct +WFhncfMVuFWDzmc5rxUXMe4P/gYWozvyja2+DWe/uF5pM1tIaPJr/zJW3Ynf +fPd/6QH2v1H5oOtiF57T7/cggkupXDJySF2YQ1JXvgR89ift979J3Th503Xm +K3iAMdrQwaYXxzyqprL+WEjQNBg5pL3cjytG/n51B8/JyqsTTw3gYSnpkVAw +99JBmv13BjAD+2hKEVg6ds+L7LIBHDr+/dIqWL3m1ISJ9SAm3b7GsgveRzc7 +IZc4iLvLvf4enisk2JxYttDsGMRU4fSd/OC75L1r0yeHsK+soK4lOH4o9ppW +wxDOqnK86QYWviqjdHluCLeeaTgXAg5WbZHmpBzG5OSKG4Vgg2WjD/wqw/i0 +TdS7OvDGI93YW3bDmDA92dAN3uuvpmcSOYzda8wCVsBHRQsmXg8O4ySeUqsd +8Feho3sX14ZxXcy2GvV8IYE2fB8/E80I/mXnf4oPPLbHidzs1gg+/qFvrzj4 +dCZ/aJDuCBZVPrYkDy5JVpzKdB7BTuezy8zBHimhx6tyRvDwLIvsM3Dvjn0J +oX4ECyeETQeCaUx1rr8ZGMHEOxT2CeB3VzWEpeZH8OrBp5T5YLeb1j+rf45g +hcYvya/BMr6LDGcoR3Gek8Glt+D6Ca2jvsdHsdGCvO4i2JXZROv0lVHcnNS4 +8RPMWep34P7NUcymcTnwwEIhYWVuv62Hyih2pc5nOwaeudptG6M9iidaTlVw +g0Vtj27EG49i0WeRciLgb3QvvwVYjeIY4YMzt8AVseVPjB1H8caSq4MG2Nfz +WeR5t1F8J+0blTH4A/+Xp5Neo7jonkmqPdhR6ZCevd8opqabvOwDrhT8Hfoj +cBSbtSt3RYJT8jj1HoaM4g73Vr0MsDeZnERR6CjmFhHbLAWnHiClzoG9v5CC +msEX7rEd3QOeyeQ4PQhOYGUX2Rs8iiV1Yis/gFs014s/+4/ixCPUCt/Azrxl +qMpnFG93enwg+wTrr2JVZvp8FN/1+uFIB+7PFfq86zyKy8XMqNnBmRfYhp/a +jmKGb9NpguCbvm5270xHsU2u2hUEPq3cPnZSdxT36nZ0K4HXv1eflVYfxeeP +SRg8BFszP4jVkBnF/r2vflqCO0qPWcpeG8ULL7hD3MDT5cVknPyj+KbES44Q +cJqcZu3syVGcvkFbnQh+F1l6LODwKCYr9FEsBCfI/pfGtDOCHxhuz9aCZZ2t +fgYtjWDmwdnDk+CrJ+IGLzSNYMcAzYzPYNoT45/1C0bwEKFb9BfYZbrru1vU +CA4trjA8vgifP9aq3sVwBO8L8X+tCfZ/JCWdvTGMDW7+UXoE7rek91IcHcaN +v23nHMFWeQwSS5XD2NVMmzYGnGvbJ0XhMIzXpQWMh8Hd6U14E+JR5W/6r4/g +jOTuImuIV1LlMeJ3cIz9xZ+fY4aw6Zk9tQxLhYTwRu+GtZtD+D35MN0dcIPN +2w8O0YM4kGi+pQ8WYHE5J2M4iEVO7Z2xA0uTC+ruuzCIQ8WEi6PAXmJ/4hTb +BrCkDVFxHHyzL/Ov/UI/Tv5PIVD3M5wnO/w1eK0Hy5nP2dqATVxbijkte/Dm +1rP7nuCb1UODY5+6sRJjAU8GWGlCQkZ9vAv/kaNsXwCznggvSM5+i3Wq3+y1 +WoZ4KsgR+Ej2Bh+8/WDZHWxq8ba+yqQVlw9tDIaBje+J5Tt3tWDqr5zpr8CN +6sIXPoc349ozXoQf4NtvfBxqjjRilkhJN9eVQkJUnzn1s6UK/M6yajPwC+SP +Un7+O4essbi7Z30CmOzZ3Zz5JGWUHCrvkw9u1Oq3TjN0QkbF7+k7wXSse+JO +0oeh1bUD/JSrhQSmKUKhlG4aorC/Z+gHZqANW7pKX4pMfDh4Y8FdUv2cJJEy +9DZqZS0bvKd9S9JIqxyFVni4t4Fzwk26tBMr0fGfufH7vkK8ksaCIw7WIgGX +7T5vMLVEkNro6yYUHtgSEwlmz3zzq/tqM9pICHmQAZZCndxGNc3ode3p5Waw +dum1+LsVLejmH9n95Gvw+cjTHnjHv0HZhxl76MEqKkd+ltO0IcpT05Gnwa9Y +rrxT8mpDvZJ2p6+DvZ7pG6cZtaP7HgniHuCEa06h9Effojqi0V4i+PYNw/hh +17foVJpAZwpYUt15sHf2LZpratbEYOL98VDVvE5ktXfZbhfs84AvlJy9Gw0c +qRCj+VZIUA3RCVpy7kaXuJ6TnQKnxu4Lm+7rRts3j4RKgKdrX8XNOPUgH99r +ea7g8p6CpZ7iXnTZkqc5BJy8QXW1eLcXLagdnUwG97pUnz4t34dkTn+lbgJz +bZd7Z031oe0DU2cGwUzMRd/G6PpR/mqH5EfwjmC76knhfkRdl26zb72QQCnw +IPeDTT+qTw8LYAJnFuk9eBDaj6wCXNPPgl/mfm6NyO9H/XfvDsuCD0SFyJ95 +3488JaS+aIGTp6R2nv/sR8JcF/ZbgNmSp7zCaAZQ1DdK0VBwy/mdu29FB9Ct +8U2VFHDvrjzluvwA2mz4+LgEbEvDpt39AOqprH6vJnB8HWuTptUAuhdc/3IQ +fKzGrjPSbQBRPskv//jv/SrD7B5BA6jmfmzPBthS28mfNW4AmRN8FvZ9h3y6 +STNjmjGAWM/a/mUC+wy2sBuTBlDP4YfMPGBFNd6H9JUDyH1DTkgM/FpNpM2y +fgAJTl6RkwNv5fKlubQMoJkmLkNt8JpxxB3RjgEUnkvvagE+P3pcPadrAN0I +241yA4+LhqCOngG07rBMCgUzy1a1vuwdQBk6420pYOdnskUcYHWpN+9LwOKs +jTMPugcQBW/pVhP4F8dNLaW3A6iCLoV+CMyyGij8o3UAmfwM4p0DxzSWJajh +AXRs2lnqB/g9O+d/ZtUDqKPVWGf/RiGhikXngXjJAHpaoOpwDKymPRb7NnsA +8UagUB5wqeD4acbEATTpzJcjBjZxQ3kniQMoWPd4oxy4NU1n45PXAJK4vf+d +NlhOuu6Dvf0AWuX7/s0C7Hjxx6M2owGUcmSGyh3MePpJ9LTaAFL51c0ZBs6O +RkR8fQCVtmdrvAKf8s3+NXd8ABkWRVo1gwWcHvAKUAwgxmgPvyHwHQb2HNkv +/cjRQOv1j3/zp7IjI6/rR2dlpQf3/4Dz+IOrSmZaPxoXvLR8DPxzD9kwp28/ +uvrn8Mmr4H4Rbtk2+X60/PHXZXmw/cO/977y9aPEzk9KOuCEZa7xPYf70W5s +k4c7mPEP8pyJ7EPNwg5zzeBOacugLKteVGoQRhoCb54S+A+f7kVpEXmOc2Bn +LfX7Pwd7kMf6fwf3b8J57aG9d1KwB0mW3uaX3fwXXxRqMsNdqFaI2bEPnGKI +Sst6O1C+vjCaAZtcri6TfdSBEsIVDn4Db62Sx7nvtiOXbx4JDD8hvv4QxxZ5 +2pHoq6UGDfDlS0nsDVZvUPmF2gNT4LL0H8ov25pQpt5I/wrYg4brtqNiE4ok +fo3/A07pi5rwHWpEdmucfGxbsD8reZ1majASKglWMQD/pLfr/TZYi4oEH8Yv +gtEmW6fgaBnKEdhz/sc2nOcKJ2VPpIUgpQ+KQxS/oN6akLdOvOyLNiITnjGC +CV3qFjKpboiwfbH7IpiMR+ju2bOUaKLFxNIOPGEesnNsKxhT3+8u/grOkuLV +H1bJwqWHjt/7C17vkJDdvz8H328wJqP9XUjA1W6F61W5OJvzr4oAOEboXFQk +fSFGq0LrFmC7chr1BIVX2M479tJnsDh73yNvuyrMLDI3tQ2WWSs7d42/GuPF +Cy8od2C9Vg4YRs9XY2qlzhEe8N4ikwOUyjU4i/mP4yNwZcza2vTeeqzQJcvm +BE6z+bqUkF+P191i2n3BjGvWkkVKDVjyoyBzNrg9bsvodSjG4ySD13PgsexL +95s2G7G7XrH+BpjanDmIGjVhriM7lBR/4L5x42HB3IsmbOscrcUJXpRvthOg +bcZUUh2/9cELKgFxA7QtuOQHY6Yt+Ey3xxqfQgvWzNVX8AR/cijO/OPbgjMP +/05MBW/W2/j/+NmCJcb5Jd+DKXJeRJC3t2Jh/STRNbAZq7p7469WzP2Z+uKe +Xcg3/ueuvuR7g+l2ls9ygu9a0jalBL7BFC+0OS6BWXGEVFvlG7x9uIv1Ftgl +Y4di74c3eJYtn/4ReMrqkGuNYBsezT1O7Qw+o7n38kX1NtwlFLA/ANyqZHyx +wbENN9ZskSWAfU2ZZrRi23C5lOnvfPCK94meg5VtOK977EctOHL5WUX7YBtO +1pBe6/43v6fsbrFf2rDfI+75VXCptNE+s5Pt2HUt+v1fsOL2/D1L4XZs83Tf +BN1f2D8ax1553WrHxuQOw6fBHGwLtfl327FW0FyvMNh+96jygnE71Evqb6XA +n1UPmoo8acdSSS0t6mCdRY/zie7tWJT7YoMx+K/Wo3lm/3bMV5xe7Qj2efLi +YFFYO2YXZSjzA9+TuyHwILodH23yJMWBLxhrMfHEt2MquW85eeDxuqhsupft +eHdQL70GvNlj/5kZ/F27P7ELrJK0xCAF/RfnUOwU+OrYtkM4jDdlWRz+Bdy3 +3zJ0P7EdD2yeCt4F71+1/Z0J82l7HupLS0YiZNHd8LB+3o5rDu56sIPXrJv3 +PrZvx8Xhls+EwM7E08SoR+04k+U/hxvg8/12qj/uteO4DAUbNfBBWumEUJl2 +HMJXZ2YElm288c5QpB17VZw3dgDH2b1Kd+Zox46SL3V9wXQ9TAX91O1w36HS +igUbMNW3W/9ow7oqLuq54Jtq11fvT7VhGYP7sp1glSr+XrasNiyx3CE1CXaa +EKOj8GvDwvaikitgBip7i5uP2vAJ32MXafaQCO+ctQeWOdowHa0fPxvY13i/ +qs4u7Me4zbMXwCc+D0xeG3+DV/NGWFXBcoHvL+j4vcGNPZH7Y8B/mMvayoeg +nr27d08OeK7tcrFgRivOe2/3uwpcLmIeddO2FUd8u7P2DpwqoZmuRtmKjY/S +TZwkJxEI0T2tRedaMN3p0jJ+cG89N0PsejOu41MPkQDzmp/wtK1pxgw34wgP +wMaElQ566WbcaMeekwi+Nj51IEa9CbP2X7A/sZdEUMrLvXEwqAEPBt6hOU5B +Ilzg1GmmUK7A7jHfP/GAByl/M6KycnwuPbpJFHzm+S2DfqZy7PH6nf09cDFv +nSnPVCnmX9SfjAUbJDjMkumXYP9bdrlM+0gE8+XR6cLabIzIIm8w7icRYibf +Y7mHTphXw6CbE8yac0rg86Q5ZswXunsRnJvjF8XErYoX1fofq4LpqC3mXYUt +EDHncDgRzHdmPGlVKwDNKPm/pz5AIgQIqHErXkxGnRmaj1nBg9oLD5TPpqLy +Le7v58Gmh97V6AmnIf/0N/vlwQ0yKl/cCRnowia5QACY12lJm+JaDvJIcnPd +d5BEKGxMcfmeWITM1hX2H/3nxw9emLkUI3VpViIXmJ1W86Uobwni+VaTIQUW +ZtmoI/tbgvpvbnV6gj3kLQ/siyxFNfHt6uHgLY1HehbfS1Hmasx0KjiX+aTj +9ztlyDnu8joGPx0YwMqU5Yh9xe74Ljiz7vuvAb0KRHX9RsZhSlifgHXl9lcV +aCOanv8keKdVVLmBrBJ1oBKCODhhsVI2K64SlUY975QHy7/6nBf2oRIlLimp +a4NLa83cbXiqkE3kl0cu4K3fhvTUJVVIa7HuWwD4E+eKa/NaFbopEfwsHrzJ +PVRpIliNmD/xhlWDWTjVS22zqxG5+C/mDjATp7bpyHQ1WiG+TR8DM6Q7jbAf +fY0ar5pWboIPmoS4mT17jbaMtSIOUJEIj6oNlAyKX6ML4QpWzGCSZ3rI9Mxr +ZFonKXcOXGginzpNW4PSPl3gvgq+rjfMYSBegyYYOMnlwQIRa4umJjWIQfLo +tDbYxkPpz3pIDfKK2o52Axux9SpEjNSgGrxsGwomsy4m5f6oQd8//6eY8u/9 +YyU5N4/UIj6m/nMlYKE+MvVHArXI6HrzviZw98gCGYN0LUq0KP8wAE6fNRS6 +/aAWDcdm18+ChbN7E/fZ1iLqlrj47+CjL80FVL1q0a3VQAeKQyRCPs2efQLh +tcj9uNudo2Armkd2L5NqUeVNa35u8KrVkd+JObVo1Vqf8gpYeSxN43JxLeJ+ +qTYvDab7pmn2qLwWPWy71XTvn/uyVEWqalHstytJj8Hkken3ssD9rLxPXcCK +Ri82qypq0UEZVo0gsFcXy6jtq1pEeEIjlAj2fSrSP5pfi5yTyQ6TwMT40yuf +02pRydv1xXrwStk+3dKYWrS0MdfaC6YWUA8SCqhFHOxjqe/BhaG8ZJZPa5GW +/FvXNfBF9zLnx49qUYRj7b091CTCeJbP5Hm1WtSZRrrEAOZw3RZ7LV6LyHtS +6DjBG38D+5i4atHVrfCVi2DJLK49cpS1yI7Tp+Mm2F7MUefeSg0qUHLM1ABX +cknFSvfUoLmnph4m4KfvikJPFtYg1iwtHSfwCsn39ox/DQr+LckYDx6yyG+5 +CfujlVtoLQ/Mcl9T/jtDDdq5w9ldA+5sL2fK/fQaWeYe8JkCtxSd8kZBr5GS +Rv93tsMkwuh5YYXPtdXI16O57wJY56szMdS7GjUUlBdcB5PbNrjYyVYjQfJ4 +Q0MwKxPXReb+KkRXrD+UDa4J7654/bYSyUyoFVeBjT9emRb1qUSe+24HdYA5 +RDYuikpUonVtXqnP4ELiC8t3+RVo6OD3Un4a2B83rhXGOZSj5spjVhLgmnrm +P8685ajUSPycInhNeTNQeroMERtfpFiAK090v+2+UYYUnJmDC8B3OZ7vSpOV +otZPEsbnaCFfmgc4Xs0pQhVt/sfO0MF6NAXfOMiZgTLtSYOXwHLn9jo3Gqej +KI7BkJtg89w96+K5acjO/QSFEbg3OTC3gS8VCYgUraWD48oCRinNE1B21tBb +dnoS4b9LrRx35UNQrM8pV1YGiK8WoW07lud4+KBJAD/Yn3f01Ly5F2YIIcVI +gteFz+W1S73AwdHir/TAnPuJhXemA7FXttZCJvjw15ssslMRGPOmf68A81Hv +TfXmj8I7RUtk7eCSyD8Tvi7R2KnK+cQSeFZk5qvfgThs0RGjwn8E9hPPq5DN +z4k4X2H6gSSYKfAk+Y9jyfhT/xlzZfAS1/zTQ4QUbPCu/IUtODMu6VF8YyrW +/DxYUwGOtig7XDmbjqOsWDrawCwj5ycjjTLw4Lr+yBh4lf9satXHDKzwe+3r +NliHx4hU9i4T36CmPSPJSCK0MV/ZbczIxh7Eu8LK4Par1+JpaXNwPWMy0gOv +yucQbJ1ysOhJfi0vsPLlEgotlIsd0uwfRYKZo62ox5NzcemZOvtMsMKv0c27 +v3Mxv4B8WBu4w14gU6YgD5uVRiSOgdeTTjSX7+bhXJGJvEUw4/snzozK+ZgD +PW6lOgr10x7dmsyFfKzXUjJwAjw7evLwAH8BTpLemuYDbx3k8120LcDMKn7b +SuCOAaO2obUCrDHcu18P7Ltc9jrrfCGOuMfEaAuWMf3Gq2tYiPunHpz2Aksl +CH/5G1uID+tnCUSC6QWcTvm/LcRy8yvXMsF7hSTObv0sxP6PL8lWgO3u0tSo +cJIwuV2L4Rj4trJmFbYhYcImle0iePlQ/cZ4BAm7uai6b4PTX23pzbwi4Zrd ++CAqJhLhkvO14+M9JLzl9SHuBPjiYJhn8wIJXz5wLpsP/ODjtZvpOyRsF2RT +JgGuEzt1x4W2CJfQVjcqgS9MUvynyFaEv0T+7dEFqybs6rHzFWFTffsgG7Br +eqRZ7+UiPCewJOMJFsYTBcniRVhv58H+CPBwyMa5aEIRnno72JIOLsgu5a68 +XoTvxUp7loGJd2fY9kP7sFGdZCu4641vb8C1IqwiLLQzDBZI4OO+fakId//N +ej0PfmZFr07gLcIyPSxOm+Bvn4wa3E4W4daEsEsHjsH7sp7upaApwgRTivVj +YBbRja3x3yRcd/lpMQ+Yd/tHPvknEhbdu2oh9q8/701tvz4SLu834JUDe1w0 +97CsIOELyWOftMBOfNOttXEkXGiukGUOJq4y7H/6lIR5xJoMXMGbwQlqhZok +nLlfhD0EPGMhsqpzkYQT09heFoH9uah21T4WYmbrqHsYXMcuPZtXVYijxCmZ ++sEd05VfXwYU4uCxdeI38ODjJDUH7kJ8MOuREjkzicBV9MDV8lsB9rGbOnQE +3On7wYazpgC7Hm7zvQQO+Cp7ZuVmAbaQind1AvvvdG+uEfLxIh3NVX+wA/nz +mNFfedho2utnHHjMVSi2tTQP6zy1sKsBnz8nEv6BNQ8rFCPTP+BvG1LN4pM5 +mO/Egpr3cahn3e5SvKbMwrmLWvRRYNkfWd0H8jIxV2VfbyZ4gKvuP0rpTMx6 +57VsG9j4fQ1B43kGpvYLRpQscF8p57GVnU3Dy+vC58PAV57qrgX9TMSnpCba +k8FT52T7PLkTsUqkp1EROFnjsYOD+ktcebE/qQdMRj0cmEaKxx72lnTUJ0iE +e0U/r5zQjMFMmzk//MGOElrhNfxh+MY2a6MXK8RzJOWVymsG2EG2VScCrJIZ +9iEnRhPnxptvp/1zVlrY9/Bb+PDVGuEm8FrMx/QIXkU07qKZ9Rd8kEdFoY/O +BlnthAe6noT8Ghoz3TjkjdIUxM4Gg8t1Q76dFH+BhhNnWl6Ca5qfp+uk+iIx +CcE/NeALM6KubDoBiMK923obLFx6yexqcihK+Ltfw/EUiUATYHpY6GQUOsE9 +IOUHzs+WZyBURaFEhZfCceCbqnR9nErRKDlekK4GXKirnX3dLgalX7zX9Qf8 +kefW1ZGIOMSpxVFDw0YiuHjnj7xgiEeZHiu5bGDCs9b7b0LjUXaPh+91sMq5 +DZMR1wSU/yjv+gtwmDw9RYhAIjof+uRCDJjFaDx3X0QiKiyXYMsBj+dK177/ +loiK9gzudIDJgj6RcrOTkCBP4vI78MqQSCvxdxIqUTKZ+Ay+PXygvFshGZW+ +/FVFzU4isI1fqRaZS0YXm1uzT4LJmj9S6vOmoPLF0GgB9n/3g79FYxYp6DLt +fR8EZtr4VBFfkIIqL3M+UQGXhHAGZy+koCs6X/T1wcN5m7u7NKmo2qtKxQ58 +nXWKpZ8nFdX0yQtEgb1SXtR8vJuKrm0ePZkFFl2auHPWPBXVsc4cqgSr0r62 +i3BLRRJS+b/awI6eece5Q1NRw2P7pTGw7Etvm4+JqQgRJccXwd1B9L1deamo +sfJg+zZ43OZVxUx5Krr+32AF1WkS4UfQ+ihnQypq3puUeQLc0ChwOPZNKpLi +fRTJB17QYdcV70pFrSpCXhLgk/z2u0f7UtEtp982SmAdynvS3AOpqC3pja4u +WLR7X6M1WLo1TMkGfGVajvkH9O/4fF/CE0wuTX3udXcqkqXn4osAM7q2f29o +T0WdV1ZZMsDVHbTplE2pSP5hNWU5WDXr4IvE6lTU7eO11QqmaJpifFaUihQL +FD6NgJ8dEV7LTU9FvQNMowvgtyMJk+eiU5Hy1kzrT7ARcW/THt9U1H+qoOwg +B4lQoXCq+JJDKrpzyyH9OLhxvXO8zSAVDZqjcF7w5VnXqDqlVKQWQelxDdy/ +mqTNIpaKhquHrBTAuHT17dzpVDS6z1TBCsz94aBJ1n8pSJNP+Npz8DS5CxNZ +dgoaV905RwQ3WTr7a5unoMkU4oFSsBXvzqTkl2TEIBsy0gSuDwi/Z1OUjOTW +AzIG/s1H85g3r2Uyqrnpjb6B0+2UaR5+TEIJSw5OFzhJBG+uNf6+skQ0GGF3 +iwDebqo/qmqQiKjErY9AXiWs3bhBV0iTiJ6GmhZbg18GTgjS6r9E9y5qfyoC +B1CGTDd8iUfEKc2KBrBbEBM3d3A86nih7t0LfjsQEl3LE4+ujCuyrYLJ1Poi +k3XiEJMbQZOfC85fVoWpgJIYNNx2pr0AzPThbOvDI5GI2oYjuhZMGdJDIZAQ +gW4eZzPsAhu99v36mS0ClZkz//0Mrn5j4anLE44i6A5d4T0D54XWAzGOB6Ho +jtZadi5YNMRb7qiIL+r9UuObxU0iiPNHX2S8b4LULSeyK8Gl4ZsulfP6aGJl +u60d7MwdflL5ixZaWBY98BnM80pA+2/iDbS7VOkncBb8elZvTu8+Flwo9a8C +05jSkvLWHXGl8WBuB/jhoThvtTVnLD7/reMd+L92jfPBiy5YZu4C5Q7Y3l7r +x1q7O9abLQog8JAIgTml/MOnvDFxOj/wLdhMgaL07loAZnrYmT8B3itq+aHk +dSBO/G+pcxl88klV0ZHnQTh3iucQzTkS4Qxn2lLZn2DcNJEdpAp+MhTxuLEj +DMtotRUYgl+nf+x7KErEve/mu+zBFg9Uj5wLJOKJcS7qWLAYl+hpyrPheH00 +PXgSLIJ95/VvRWDnu82FK2D/F5Pu3H4ReHfkQ/cf8MK9lFehbRGYaoT9MDsv +iXDIIGj2qmQkJqoT+IXAUeetqJwdIzHTsK7iDfCN0wQ2+cJIzDGUHGIEbrQ6 +pZJLF4VzVRtIDuC2OZNKfhSFBQb/6/EFn1v7nITMo3D5nT9fYsEfafU0pqKi +8NUBVpo88M8NBmvyuijcqCIuUAM+r1vTWDIThW/3ayt1gbeOSRkukEdjtb6E +0C//xjPTUJxH0Zg57tPDXfBf7b4FEa1oPKV3SZD2PImwf/lK4Rm7aJx2zvMv +G5h+5/nvV37R2GS9p+8CWCbC2noqIRrz1rKkXgd7HVZ6n1UQjb96P7JRBT8+ +8uIhbU00LlcoJxiCKcclxFnaorHz0T309uB8iW3yjr5oLDGt+MEHTOvL4cwy +Fo3JcxJeRYPT3yW+PDIVjdusP3lmg5kS5XMqpqNxkOgl1ap/45VH0+x9H41V +9nhydIDt6j667UJ/xs6e9XFwpvLxifzxaPwugqVlCRz6mJJwaDAaJ2s/ivwF +ZiVb2Mv5NhobcpUbHuKD+8BEfsmP+mjM84XsEiu4utP7gF9JNF6pUKTgB3+X +E/g7kRqNX7knDEuA4zLvtvwIjcaO0p8ylcAT2Wtlk3Bfukp3yUEXbEobbBRu +FI3/jnvcsgHrFGW+PKEQjVvTeo56gk/brd55LhSN/c1YFsLBPSjpVRNjNFa8 ++KgyHfzsW+7RxR9ReLSVTLMVrBK6//bPV1H4ZYji2RFwqrpsxXJwFNa7m/Bz +Hux4XNRy0jgKL326GHeAn0R4Z8y39oY+CheVeJgyg6ME97/pmYvEdk97RM+B +3Z/4bnyuiMQ7VI/eyYEPdNXf8lSNxDQCCSyh4NAAxsglhwg8tLnwORmc9Idy +0+RqBI7DF2uLwXumSkwu/wnHp+/0aA+A99ur/p53C8eX7MmSGAWgfrlA1+1h +QcTb4oqWZ8AevBQeNlxE3LAvQUIEXDn/hXy5IgxLx16c1gRPxBTfbfcLxVo1 +JmwvwSJzMwo51MH4OVlP2mlBOG/3qb7GBb74l7zCHSHwfxHirYp7fbFjbBfZ +dfAxT59O6/svsIVAp64eWCOCq+TVHh+spdN+MgWcwcs3viPliUWqm+JZL0A9 +HBGWHi7uhFetK8OPCUH8xdIOe5+nwWa1l6+fBcepPzpVuSGM5vdXrImAh3fW +5bR6bqKppDLlu+BTDEJ703M1UGdXyeFocOHw8/rwL8Yo62xBAIMw3CeVI92o +shwQ+xNeMQ4w99LBl9mrjiixIW9RCDzjv8fw0mVnFKGRK30HTEW1dq++2gV5 +eGftI4ItXDY7WmOeI533KZ6HL5IIeWuOf38r+CDuPTe8T4EDLx5jX572QWsc +cz6CYBrKp6qXrV4gbxMe/zvgU/qyQvk+vij/S0loNPjMK77VwTB/ZE+rRswG +Xy867a5xKABJCv0IrwIXXra/POEdgAbsxaLfgd+ST1O2mgeird9NL09egnyo +QXmLgykYNZ80ShIAmxBu5NY5B6NgtD8FgUvXZbiZxoMRm7dcuj54rrouazk4 +BC1mrmTYgZMbHnBrz4ag0rbQLG8wwbay0eZSKLpNNZSbBX6b0yT6tDcU0fE5 +5Ff+e/6x7FMDpjA0oXissB08KGwWP60VhjKtX5PGwYlhFaVLL8OQZbh28RI4 +Wjj/mse7MCRS9qfkF5hSf8y7j5KIyEZSSg9dJhEixj0zTp8hoijmuQp+8LL0 +mXsBd4no4VXfKklw2ONdiiQLIuLR4XmtDNaZpn/51YOI1t06a/TAZmej4z0i +iag2xaLOFlylmkpSziQinyaaBi/wVekDpTplRKT0sQRHgi3bBIpzGomIeZ9a +Uya47tPUxIVuIprl/tFcASa67ovbGiGiQpnY1jbwCHmE49//iMjRTKxtDMxt +d+bi7TkiIgRPti+Cm/smK3sWiYiyyO3tNpgled+x2GUiGuxj66ISgfPq8vuo +jBUiSvzW1H0C/HXPzaQNaDc5YtTLB3bpetARtEREFy7v75cAP99Vfmc2T0S/ +7uYOKIGFD72vj3xPRK3OckO64NFPR0IPjhNRaMLKsA3Yt3kyqKuXiDTrQkc9 +wX9XMzjetxAR+/SF8QjwLtv6wq0qIvr8d/BdBpi4vRVNnkdE5acdJsvB9IfP +HWWOJyJ3qWP/vQFn3m6wDfAjIhnj19OjYLEF2Zn79kRE76c98wnMf1CsLliX +iCZy/3zYAov0a/qdkSWizM6Uj5RX4PxRu7N0VoiIrFauz7OAxa7xFcceIyJR +mrmF8+B4f//ob1thqOsOz2dF8JQbzV9J7zCksLnT+QBs1pISeVYmDHUnDBRY +gjsT9/o4UoWh3o8uliHgDvaZemO/UNTv0LPWDR5quWlrahiCVFjSB6bAgQpT +SvqMIWigwbF05d/4Mes05C3BaPAAuz21KIngE3TSRvd4MBqOt/spDz411ptB +LAhE6pLS49rgA392b/TKBaKR2ROvzcGnnVTtyBYD0Oj5Ny5BYA396Tpz1gA0 +Xn9stxPcrVEv7mvlh6Y+1FHIiZEIWlIdnU+avJGOb/j8fbCjySEahlve6D9e +k7bHYKtfs681273Q9BNa/wCwakCnGWWHJ5rZZ3DoLbhGz66hwvE5mjt3gEHm +KonA8OIoB8OSI1qxvcN2+xqcJ5ws1D0y6qhAV61EA0wh1WBp26GMzBQ1rhuD +zSiZ/vqRS6NFnvuGPuBGP7L7tw9zo/n3ejnN4NzfGxRvLyniaUUbQSQO9e1v +lwNs4qY46ZpdoxI44TrvprOCGdY5Z3/nIfgSlfTr2/ct8ASF8xM3MIULzeue +izZ4rPZ5VS3Y5GOFweNz9rj/XBgSlYD9eNWeiS/tGQ47Ft4vDea3eCP13dsV +K+2L1NcEl84dE+w2dMPdMzHejmAxwvHqf38vfRub3F4O5oy9tPT1gif2f5F6 +rxVM8T6RoTHaE8s8SV8aAnvLLYZPbXniNqXsQ9/BE8G37rx/7YWb9xUpC0lC +fj3LpnGX2wd7fi+eIYCd9CtDB119MOHDK1sVsJvRoZ+mAz64oa4i0hr8mUfM +s9f+BXbLr+J6Dk54y88b2fICi8e9rggFRz/PpntA54trn9SPkcCd0pTxXzJ8 +sYs+Nq0Hv6W2FCz47IuvKjdtd4MLGKtWtAX9cDXvmxMr4OfroS2+pX64/EO3 +Li8iEbQnjJxfpvjj5qxvN66BYyg031BM+OO+x0zcCuDIurHxj/QB+PM33RVL +8EkX+yebTwPwzwqfPnewK9UDQa78AEzhklcaBh6n8jxRNxaA2ci/O78Cs1LM +tZw+H4j52o7pNINLn1S0LqsE4quB4mgI7HG+w53ZPhBLK+lzzIE/h61XZ0cF +YnUG330/wNuMBc+iSwOxwWj+4j4C7M/xWbq5nkBsndDXxQTO3363N2IhELs+ +3Cg6C0769oU9ZScQB3IcjxAFb1frOxyiC8JxCxIOsuBrc2zKY+xBOCvf4J4W +eHbeUXyvYBAutfK7Zg6+L9B3iHg1CDcKF55yBWsGaXe5SwXh3s3+PSHgrdiW +jn7ZIDxZ82MuCczn10H0UwzCi+4sHUVgyn1zq5lKQXjzBirAhH/fB31Y4YV2 +igNGof3gh5ftBk/A8/Rd/rYfwEeSa7hcbgThU2Ek9XUw57vJLBmxIMynNnhl +73WYX6CjeiB/EBY79pOFEew7x2N+gy0I3548scsFXrhyQM+eJgirpxA+XAb3 +WtHOcf4OxPqGxq23wb/vxc6qzwdiq7OBOZrg1Y8VHodg/VyXiwJNwUy6OawK +sL4BxUOWT8FCU3yKJ6IDccyTLZVAsHrJwoybQyDOvHLy0ktwhkT+f85qgfjV +7+vHCsEdJ4ae0wsG4m7voP96wHYDPKVC7wPwhHRJ4zRYWPX2m9ayAPzp0EjG +V/Axe34vat8ATB51yoz+BomQLfXh4hBnABbNfLWpDrZM6BjduumPb5uOvjMG +MxdSCiwf8MdqfL/rHMEsYSNBbzv8sFX5Te84sG11/pPHN/1wRusY7RT40Fjo +LDOXLy7x31lfAU96xbArjr3ADQqnR/+A+/mT24r9X+DxYbNENikSwea6ihbX +gg+mmf/DYwh+2HoopTfYGw+e11i2A6cMa4uFinrjGLtCkhf4AFE4eHvWC7OR +aQung4WD6999v+iFL5yovvYBrM2Q++Vhuwe+c8dOSfcm7G/Jgse0Ts9wVP3C +E+1bsH77vT4IP7TA9ygkRczBeg8XHrlkm2FW+egtF7BMUsfCxy+mOGtcyi0B +rBxSzlXiYowrv6f6vgOfWj21qM/+AI+d047XvA31/R8/8vuqxzFLTF+DmjTM +Pz3M1C/0MeIrkx0yAltQ/NbPkDRHqL/lkwOY2aSeve6zBTKiqqaLA5ONbnKe +PWGDitxTDabAVOlEIXf5J6jxJYvTF/Apx09UnvT2aKg6KmgXLDQg/eX7sD3a +WvcvZ5eB30e4CFpUc0Q3HtnuNwYf0/qze+fCU6Tus8zi+K999/bi8Zmn6FGa +saAfmNc+jGss2AUFT96/lweWDNyN+zX1DI0q38j/Ai6bHpVwvuuOFi3qGnbB +SOjd2Wcr7uh3gMgQrSzkm72xJJrnzxF7K++OEHjDyZBuWsEDPRY9ouQIFpQa +/kyl6olcNUIM/MD5QzssjaGeKNTugFMcWK1v+mTsW09UWvg7pQYc7fPzwEsx +L9T61qG8C1xZnpHeaOWFxha+dkyB7SRknbbTvNAO+9y3XbDoT3u9OHJvRCP5 +cD+dHMxf4nXdlqA3Oq09znIafGoxZVZP2xvdju6WkgJrpSA5VOiN7pXevqf+ +z91dZq8GvJF5X6OFMThTLouB84c3IlJWRPuB2bTkFnYv+6B0bsH8OLDMYXl/ +EzUfVCGV15AHTq6bSeqw8kEdepxDNeBrr/7qcfn7oAm3pE9d4ObIc5JPU3zQ +SsKxnSmw7WX54bZyH/S3KpxuFdyTFL1B3eGDGEYOnfkLrn+gmi7/zgdxrb8Q +o5MnEeRZyxi8F32QCC2Z0mnwtZLEwrIfPkiWz8VAGPz6vuXBabIXSEd2w1FK +/t/3/Q1fyaleICsTqyB1cJ4mxwNO+hdwP1lMMQY/ezf5jMD0AkWmGpQ7ghnG +I3O0j79A2fVTHX7gD84HLRxZXqDqibv/xYFp5qt9IqCd8vpuWh646LnKZAs8 +r5WTZVIDbpeyGKFmeIEKDiue7wIPn9330vrQC7TzZOPrJNi1i+H5KvkLpDjx +snwFfMTu/N+gLR+UTJB6+gesZczeIrfig75mf5agUYB81hGTyA/3I8LhCHI2 +MPlMou+VXh8U/kSsXRCcsnwty7zOB82+mwkigPND99/qyfVBFwn+KnfAt+Yz +JnQjfZBPtuBRAzCVtCb5WVcfNEI99s4OHNHr85zbEO5jT9yTvcErJcLiBjI+ +6C3qOZsFbmG8NZF82AexZNuvVID5ea8r5H7xRhbUrK/awDxHJ07+7YL99s7s +6iL4G0UZMcfbG+kihr9b4EMvVGfJH3ijkqzXLZSKUN+nc31vuOSNVO0OKp4H +x7r7nLN674UyxovpxcHPw3KpLUq90Iak5qgC+CzvKs+MtxeKOZStawW2azT9 +eJ3DC01kStm9AuPHtO3hip7o/KFlkWawoxLL7wVGiC/biN+DYAa7s1QfJzzQ +KckPPhvgM2NpdJ8NPJDhmHvsFSUSodVp8utsuztaoaypqwe7Hf6af0XPBUnY +6Hv2gn+Y/vCV7nyKQkcP3n4PVjkupB8k/BRdyNDsI1MmEayD622+/HFC9uI/ +PkiBi4N+7B/xdEB/rC4c6AR/vFx9UkrBBlHcoyp4B5bLqg4Rum+NqK/PKS2B +h188dHrGbIVYj8TFHFSB+ljFm/pupDkSr/p7Rhrcf0VF4IibCXL523uzFUwT +Mnl71/oe2gqz9Gq4A/W6FaZQ/qmMyZ5Kc/eCGT1pp39bqOKDBqc7/wOnqIjM +5k+oY+ZLI/R/wAw0F0h6+ffxlXHxtGuqUN9GqRidCtLHjuzUjdXgKALv6R1X +M+xOuWDYARbjFOi+EmqOfdfxgXGw3AehdaVECxzd+kT5J1ir+aX7myIrXG46 +OX1ZjURQ2Mm5Y61hi7+X5P8pBYd+9LiWuGWP5WxyvreA7UyTeBksHXCqYObS +MLibN1Pt2HsHrFCUNLIJXih9m1ZU64gzC4ikq+okwvuNOslrd53xL7OQDHkw +KcpUTK3SGavwBsbrgM9vae5rPPIU7+R6v3AHOyUPU3m0PcUa2Y4PmsHm9NZC +ew49w4XGT9SGwDVi5wXOaDzD5GdsZOfASafkLzgkPsNFGY8v79eA/bkPXwrk +cMUUhibnj4GrymcNZfRdsRaH4WkeMHngyXWuJFe8P03nsBx41NkzTYDaDevo +3d+rDT6vriSsidxwKdvdbXMw++TdPdHWbvjge9WvrmDvLx9cFhLd8MNk5fkQ +MI2ggJpcuxsuf6AwmQzW3ZDxxatumOqk7EAxeLx+WvPWEXesN3WrvREcNUGh +NnnJHVe9vFE/AK5N3JH1VHPHNNqobBbcsvlV44q1OzZiEc/7DhavyBn94+eO +a96JplDchfpN7ZrdSJI7pou/HH0U3Chfw4hL3LHJPeEgbvC2dt/X2kZ3XHdM +0PMK+Or9By49Pe6YYey8kwzY6eNRmx9j7tg0hsfyPnjPUaqBy+/dcYPGGUMz +sOyByx+IH90x41GO+8/AJ6zJeCjn3bHZ8CnlYHDy9RbrNGhvjDxxKwlc+PLq +Gx14nkmN+VoRmKpnx1Fy3B1bMBwVwmCOugVGuV533DxAf7b/X3uFt7V3kzs+ +Hk5z8gOYLcs6dvWVO7ZROXRkHayzVDYVluKO22gPUu7VhPOo4VSveaA7Zu2j ++HsE3GEQLepn547tQvf84AL/R6XP/UnTHXco7n6+DDapcpwmXnXHpw7/nrkN +3tpX8zGAxR13Bm10m4JbHa0Peg66YXb5b81PwTYlJqpB+W7YkWq1OhD8KW1b +/M9zN8wR8CmzENxAkqoU5nTDzjJzCfXgS48oBSm+ueLeAx+IvWAV0w6W+3Wu ++JnvhOsaeIExzqRA3hX7d1Cqkt0jEW48fE7eccQVR1GJnaUDz16XCh1+B/s1 +NHZAEHyvkd1sXPcZno1R57YGv9fXLlFWd8Ffx71/u4NbKGdQMbUL3mEp6w+9 +9+//2baERFueYqYU+mdFYE6Z3EfzvE+xXE5v3xew0MtoHDLvhDWX/mT+ARta +d55jJjpho/P8LofvkwhBdfaih8WcsHtxEBc/+L8TtjP3fR3xqyqZpxbg4wPy +Hfa0Dpi5o5ljGXzqP2J+yUdbfIZq/ecvcMJ8Pi/7U1ssrHC6h0qLRPB727IR +ctgWK/Q/d+IFt30XcAmC+/LzcfHux1r/vj9OPXjzswVeWKx0WASfulvCvFBk +jCsoCzrmtUkE/eaMUoFNOUwWfUDpB3hFnHV0VUEaK7AbDVHoQP7+m1jjmCWF +50ROTnOCRf8TfLH1WhQzGIV91wcvJLTY8kXSIauGJ6emwV3OfkUFAkqoRrY/ +4wv49MRYsV2PCto3wnfuD3i15jh/iIcqSlyev8j6gER4de22meR/GqiT+Z6s +FvhhVgyrpKUO5FNx+1FwSmTVuwuPjJDdbtz2PHg79fHR25zGqD7gh/sP8Fsm +duatKWOknloUwPgQ7o+92al7ZB8hrx72FFXws75EbwNyM9R7z43LAOwhTXeC +Md8MHZ97l2f7r78N+4UDyuao5FdEOREc7yqz4U+0QNNn93X2gnFX+aPlNSvE +W6avPA0uD32SHetpjRwkG4a/gONy90smHbBB1BpO76l1IZ8V7bSnEW3QVa+l +DTndf/cVKdaOMFvke/i2ixa41FX7SGiXLRqIS//7GKxmW0Qs3WeHTIu1qQLA +fWk0Bocc7FDMVA9bO3iA6uuZUvQEXZBU/DkGnolz9CWze4I6U7p7F8FvTDem +5NOfoD8GXW5UeiRCZzKXZv/OExTTKqdxAnyle9lq31l7dIG7k48P3KP01khQ +2R4ZLXVMKoKzg2J3tePt0a6cTNlD8Gkbc16dWnsUV9geaA3mlv4ipTBpj4Rp +pA08wGFOccHnt+1Rt3WbWDhY6fG80zajAzIZuEWfDnan4iioEHBAZBffLJaC +yXdu/dG97YASom42toANLjY7bmk7oIubLbHDYD5BhTvPrR1Qt6aU9Tx4diDz +54YHjPe6+fYmOGlYa58WEcY7cePUAX2oF5f9bxcnwXiuTT+OgQNLwqp+5Dqg +S9OEHh7w+VtdPgKlDqgXNWaKgR1GblJpv3ZApmnIVQ6cNqM75NrggMj3YjVt +MI+Hd0J0kwNKNJI8bwF2jMMyOc0OSKStntwNLEVj9aMM2vvPSkyEgHco++fr +4fnHAXWvksG/tHKC22F88uVrAcX/5vOrK2AI3p+oUKvXCK4aqs+by4Pxiq6K +DoAnOoTn/yTDeLQ1tLNgc7o0PY4IB2RmK/ZpHdz1/Y25hrcDohiqbthrQCLQ +7j3nmWDngJIvicYwgn92vLz1Q9cBXYmpsjwDRkcq/R7Lw3g/RW6JgC1HlNDv +SzDe/UpWafDJN9+Ci1jhedaKLlPwy3dVl4IW7JGo+6WMp+DDOdYx9R32aPB9 +mUsg2I7+QiJnnj3al1F6rhB8dJxdOtnIHiVTCO+pB99l0+OoR/C8yavxHnBW +pjc113F7ZHGuxO8rWCTPkHym7QnaHySoS2YI41UFPCS8fIJSV4pE6MG/KOge +/7V8goaKSfPCYPP4/OhXNE/QVZECKUdwqc0z52gJOzQcy3vCD5zB7xQQD/Fh +tZ23Hgsu+jnnJNhti9LrctNeg+O7Z1L5NGwRpVT23x1w9K+Z2IuaNkjr7L1K +aiMSwcj19qfDx21Q/iEqS1bwG0Xq6coya6QwbDlxDax1ifXHQIkVCjW+XOEC +VjnF8PlPpAVi8G812wIv038NCaM0Raw9syPfjSEeRDS6x9h1kMWrqOC9JpBf +o84QeEa0UH30bakjYDV/Y4ds//vo4cP8EmFw52Uux5df7qLUr7ZBtuDnaRqF +1qV30BmGPde/gq26or6P74ojAU22ws+P4HyUI3tRXC+Le+g3yn+DC0oiAu5o +KGCL7o56alM4/59VkOQ+KeH863Z9AmATzm8GJTt38Bm+N+t24OsJ6q9oF+/i +1oX4397g7x76jOIs97BBmhVFNJhWhtG8XuY+TmViZqoC92eq0uokaGPWPeZi +v8HXzK80V+3Xw7W16Ab1YxJB2dVKfShMD2s5MsqfBAeN3m+sY9LHccv1Ogg8 +YBgb2XfSAB8ZpfPwBi/bO43M0BrhUuK8fxTYkz/hhIavEVaRrwnPAv82Pf5L +7pcRDm00zGgHS6vt802YMMZUBZVth8ygng6ozP/27BHOMw7qYwX/vvImLv6/ +R1iGXW+cH+woK+HqL26KfaMpPyuD52IOS3Kum+IzKtPremAp2eMfW2Qe41aq +st+24FM2jw5FJz7Gezx0DkeBVUS0cyqumeHUq0JMWeDDe/6I7PiaYckf+9gq +wV/M6Lz0+8ywq1nxhXEwkhGpe6ppjk+c8RFbAvcm7bJxx5rjmvf3bvwCOxHS +eOaGzPGWOrk6qzmJwHSBWSHopgWOpR3T4QcnXeG9ZONsgUU6C4wlwdH2GtoP +8yzwsI+HlTJ4qZTOUH3MAj9BGk564JKnhCt3yC0xw69zHrbgxhtkNOq8lrik +fNffC7y5ZfRIR9kSK1sPhUf+628qetjM1hKvnstNyPz3vi0SgxvREofMuWZU +gHlK6YajCy0xX8qdwjbw91SzzfI3lrjrPnfFGJjS+syjyUlLbMb4u34RPE7K +1Kb6aokp+/ratsFsZu9UpP5a4tyAzD4qCxLBN7CPyp/aCt+++XT8BNg/+1LU +BJMVnt9V/MAHdqwfl5A4ZYWvimu8FQcf2DnB5c5hhYlPdV4pgFXVkw5c4rLC +C5WG8Trgw25CVvqcVlh8w8zTAuzJ9oCekt0KRwjZPXYFm5Dm/+NnscKfrJ7e +CQZ/ufvw+yA99C/0EEsE5199lfF7P/Rf8jtdCKYcyLQr2LbEi9xhlHVghYIH +RxeWLLGEUcy3LjBZ4JRt8ZgljkhLejcJjnvvnHyoBfpPZzYtg+t6NT/sFlhi +SdbCvN9gpur3xSERljjqfln4IUvI/0o8RXWOlhgNN+mfB2d5apXQiEI7/VvZ +a2Dn1cKZa0ct8WelfiF5cASNdtzJNQsc83Z6jzn4wpHQScYUC7yyf2HJBVyx +8W3t8hMLfP3ml4FAcEA6eyrHLWhv+J2WDy69zZrrNGuOb+yQB9ZY/vt/cbWh +FZI5jhWjsusEJ5S9uSbtBO3lzDc+gy1ylI607zXH8XmXZ89ZwXoycTLWUJjh +1QXxTjGwpttnJbbGx/gm181SWfDCia1DmU8f47VkVa/HYGeF32XnP5ni21HW +HHngpc0lcmbSI/zdPc+Axxr2T+ahtdllIyxTVyInCh5pi7otFGKEk7erhGX+ +eZ39Mi+/EZazbyM3BW9rmbddf2yIUx9/TM8BuysafGMc0seK6ic/cttA/Sz9 +htSxrINnJ+48EwHf6bR9KE6vgx31fY/cBjc0FVAoX9bGyVZfpYzBGwZWP5Oe +3ser/k2ZGeAPK4d5/mxoYGK9sQm7LZxX7Q3awmGKeJi7aOm4HcSPv/5bHtWt +BlPSrOc5cLravZUTdGRo5+IxFjEwQ5sKp9xRJnTmuofcPbCp06OJV7s8yFFb +tSAGzHX3/ny22FXETNy0OPKERBhij7S6IS2HCpnO7+MER9VrrFdMySNCkm6S +MLiVlq+WYKWIHud39NwB1/2qvRF9QwXVtCYIEMEP1j8YZyM1pLMtuUZtD/nc +ZFPidPs9JHk3ZuIkeHpt/ry0y310uuxLqwD4782Hpy7xaqEFi8R4lX8+tFEo +4KGNbGa2b0SBXzdPeyrsfYhUJe7wZ4EfZsedUHr5EF1OyD1WCe408S+pEtRF +v9Q0V8bAdcOjN3u49ZBPe3n0CQeIR6m8QEUBfWTCRe3BB77y3GDLzFwfyXoa +mkmA0xTbJeOz9RHNNQakC87XzwhgOWaA1mIfn7MBW3dE8zxSMEBDG41HPMEO +2xojVc8NUFyR9WL6/xXbeThU3x8HcBEqWyIUIVtIvkKyn0nWMWMd+4wsQyJb +v0KyFFlDtmSPtAijLCVKp1AkpGypLBUqUXZK+H368/U897n3nHvPOffzvgu4 +vZytxXHUDYVytL6tAfN0fNEu5XJHNC/Rxhbw270nD86ouyMJic60CbB4LY+K +V4I72hwpFbYMNuXp5LtS6Y6+fjjnuSWIQciYtxV88MYdVVyR15IHq67YuHfz +0lHK3AVpLbDV88VdbYp0FGg+yEMC37Lxe33PhI4oFUp/qOAp2e2aiW50pLY1 +fswXnMb1RI9ylo6EPEe6IsCPDB9u5kmho9UmtfrL4HYl986GIjoaFkspKQLf +09sqYl9FR0/DxpOrwJqM7OKvmI6uD2qHNIE/h1AJ3h10FKOW6dYDHiNVcXzq +pyOvjB+kMTDXy/tG5BE6Is7oHV4Eb8pf8ro3TkcK5Ny9bMEMAquHAD/nJB3x +lM1yCIKnDAP3uE3R0RybydI+sKnP4/hacK970ag6eMSlOJ71Bx09eLrcbgI+ +9T+bCLuvdJSzx/y+IziA+cDvik90FBZ665oP+Pwv+Qdb3tOR88BaQhj4rVzS +Nd9uOiKo2pxOBrN7mXcMt9CRZFqFcyHYTLo+8lgdHbH9ZDG5+689Uz2y87fp +6BvRSeUpOJVl2rUgi47ab1fveQO+c4FrxjWajhibt235DK7+7t+k70dHqa6u +c3PgSurcrIkd5LknDz+yhDAITW4xT8/o0pGN8PZWfnCu79XsDkk6Ug85XiUN +DpYM57Rmp6O1gwKxRmCR7pneTS/dURZvkbkdWJ9r/+7oO+5IaVZu13Fwd7NK +x/l4d+R2T6ciFjzZmdjFrOeO/l5uPZMFbtn+iztVxB1d8bdEt8CPcu3zyhfd +UJuix9vn4DMuX3KKStyQK/evvD6w8YBYR3SIG/ozHeIxDi4PuvJyC4z3A4yk +lc1noT8B/VWcv1xR+v5aUX2w/N5t3GnSrmg/h+43a7D51PUWgRkX1DLZWuUO +HkGq10/Uu6DlOx/0o8HvnhZwphi7IKosi08TmIndJnmm2hnJSFvVEUIhD7Jn +zoZlOSK8+eN5C7BKzbVNE9sckf2YB9EFTFlgY6sOd0CXSs4ORYJD2gRrS53t +0czeYhYMLkz+JJHMY4seic6Y65yD87siNWSgYYkshFK+aYRBPR+884mEpjZS +79LcbAr+nvKjPz9QA4ld/CpGBVeXPm65e0cN/fxFsIsAZ1eGbKsVOYiSWuef +N/3zlFhdua0QehnkUGIaDuMpW9FBa1wR31Ngw1TwlutcsWo7lHH25+r3vuCO +tmq6OEMVe5lx7kgFPwu/rLbco4HZZPD5XrCUoeb4zV9HsF6flDMtAvJ3Htlg +m7Mplr/05qwf+McR2orkORLmPRJxJRKc/Eb8kFomGY9WDHQUg/t0ZOy+1Zvj +yIuJWhPg6CIu5pRvlthT87DdMrh053xlq4cVNpv5cmpLJOQBT45jpaNWWJSq +UyYPNlSfUNZ4bY0fq8wI+YMnd1BYi1Ns8I3v+arnwUptb/V3rdjgS9dMLNLA +rspuOQvOttiRoySuBnyNb+lnnZQd1ntmXtICbjURdEmPtsNywX+f9IEvzqu0 +1o7Y4ZXPNkvLYPbijyn1l+3xaDbzjq3nob6KY9SlfrHHrWZ3D+wGb68PPp6j +6oCzGrZ4aIMpnZmKCl0OOCLg/nkyeEM4y5ch4Ig9ZdzyncGbOqSizaiO+FD6 +o57z4N8x022fhh0xNe3KtTRwLX/lUt1uJxyV6u9zHbzjgIj8Y2snXHrZ5HAN ++PNqNvtUghPuSpFkaQEfVHQJNWh0wgvJa129YAtXv9oX0054d/JA7jiYtuGi +6CdMxZ6XLimzX4D586pQar8fFScleqwLgp0rOmZ1M6i4OgG1y4I/TqgVnblP +xe/id2VpgNtPv2d73UvFG3HzrkTw4C4uPdNZKpaJ6zzgBDa/rFQzuY2GSbG3 +f/uAnSqPMVXupeFTMReeh4H36uzkzzpEw9kXndKSwYWTHSI3DGn4SfQhWiH4 +yZ7CpEEKDY9F8cjdBVdPdAupu9DwtqjvCxgszOlb/8yLhg9eaH7aDX5j3Fwa +4kfD9ucLkj6BvV/PuB0LpOGIyGD7uX/eSbsZAr4RYSnFEsUg8Aoo+7XC9u3h ++2f4wEwbXatmJ2h4Joz1sRRYIOBQxw5XGhYIG4k7BI61D8wXsKVh7XP11oZg +StzqcWdjGnYLzRCzA3/fLOj18zANx5/1/XEcHG8kx/dKioYrQ4zqQsDhTlwi +v7lpuDd4b3QCuJrXLTB8iYpXg1bNcsFUkx5t2gcqlgjq210Ozgl2/lzQSMXG +Z+5OPAL/9Uvf0C+gYr/TCdUd4MyYdm/7UCrO/J97xFDUv/erHsrDFCpuOKVD +/Am+nLmU91GBikcDBQU2wKwVZyQdmalYIeAVQzwa6oOfG7HTN52wlf/NswfB +TYOm7rynnXCIX6SBHrh3zoDajZzw85MqQ+5gE9PINzrdjtj5RB7nbbC/sWdq +bZ8Dvuh15l0deD5NqzY5zQGXHTe/0QaeFE0XPGrqgJc9WLQnwaoFBuc8H9rj +VDcfnwMXGYQTOdsLMkLt8ANXg8O6YLNtGv+zlLHDH13EWMzBVua6uoe7bbHs +sZ7cADCjb7duiagtfuak1V4DPsl964bYbQouHDI60wze0l8qPWxKwaHHKOI9 +YIlD5ZHEX9ZY1d03aA5cHrEjzkLZGpd6X5M4GMMgjAZ/kd9eZgn5huVc5T9P +B/xgekPCLldf7b8TyyCUCFrioVQdrLPrXf9D8Lqt5+6KZi28O2/sQhuY2Blr +s7SogXsL1wa+gquuDJpkO6hh41v/XZSJg3r93cDHSD1FrHQ/42MJ+BaZGDB7 +bPLJxlun5MJ4uD5SFfkCBppIfv+lxLvgtkGuTM11LWQb3RD3FFyz38itt1oH +VajsivoMLhR8SJ6MJSCHzP4gmQQGwSAzdPpS81F0cYr19GGw2OqE++olfXRP +/1CgccK/71kX+XMsDRDbYoaPN1j9MIlPrNcQ1dhYulSCjSdWkktrTdAw4zwN +g3kulie+pxPRNrZ7jt3gQiKxp5nXFLk84LaZA/uFODbFuZIQl2CHiVoizI92 +XB86YIbU/VcNjcDXM26Jbjtpjuit8vr2YKb4s42zf81RQ3CCbihYU12ktTvB +Ah1/Z6jyBJzyVzjnaYIlSlcKUnoNzlxaL59osURP4m8eGAV7HrNY27luifg1 +NssyX2IQFPVYX0Z5WyGUpiLNB/aeq12rL7BC3t/dJKTAeqpZ49NdVuhZzjMR +Q3CqEznuyH5rNDU7s8sOrH3KpJhqa42EiOKCXmAjy+eKPpHW6Oh1c/6z4B9y +z919blkjvz8RvIlg8VGWO06vrFGOVSV3HnjXzKc8zZ/WqKVsiKMCTC4x52bn +oSBhJ222LjDf52ZMJ1KQYY0Pywi4OsS/dIFOQac48phmwEKht9z9wymowL19 +jSmJQUjqVW7rzaCgtke///CCiYXRo1KlFDTPJ7ciAb4qdGbyWAMFiZ60X1QB ++7Ly28W2UxCxJW5OH9yiSm3PfkdBZ0TqftmAJy7M7c4eo6Ci0xNTnmApk/eW +MT8pqKNj52QwuE9Bpsx1iYKWpQy+xoOlg26kKv6lIInw02M5YHGOuJLpDQoi +95V8KgNnjbNVF22yQSEHeoYfgTVMWR6bgG/EMH/s+Nf+6vzZyXUKej10cHAI +nHPqVXXsHwqqfphxfxpsl+tinr9AQZkZi2lr4HvxVrT5KQoK8rPz40pmEASL +j2imfKEge5N64h6w785eT3/oj6aU8L4D4ENEWmzOKwoS2Qhj0QFfLIty5mmk +oPXB4RES2HFuqL+ngoJGawmPqeCtmwpWvudSUNPl69knwRuqYj8pcRR0w3vz +mTAwr1sqs9ApCoo18LRMAi96XyhWc6IgL/G2A/ng24kRtrV6cH5X5bZV/Du+ +eUlHpiwFKfRfmngEbjmh0PWBk4JmLplf+wDe7HTsEKPbGr31rDr3AxzTIdeK +7lmj2iN89qvgwdOVWiYp1ihkuX+7cAqDYP280+OtgTVyfKs+LQ9+gMwUncSs +kTYj96UmWDXTYf3kshVicneOcgTLpO1jQyVW6LPOU2dv8Lnsr/u2BluhFiEJ +rVDwlJKUVICJFYrvGp/PAQ9UNmXKTVqi7Zq+HoPgFnnZ8U/ClmiO//WR72CJ +pNt1cuMWqPeXkuhvcL7sZIomwwJl31zoF7oM69d80mqXhgUS5w0ztgfvqM4s +GUw0Q0rfEvcPgAeWHwpx2BPRjuYp9q/g4Vlho/SXJmihwGxsCRzwovRYiIYJ +emi9o0AgFcYHQZmYzW+MCDiH2xb8hkrhrag3QBZZpbO9YMmmxJTwVwQU0HA4 +Ygzs8aNFrk6BgNKGX2xbAK+kzCSd2o3QW5lxSb40qM/Xuu7nZmsjm7q9tpbg +jOEyD7f4w8jxXW5DJzhC6dHruVx5RN+dHP0iHdYnbR2T93RhfFFXZHs/uFhr +sGafhDi+6VaePw5u3jiSqJcigSfKXt7fnAH11YuqTSOO+/AJLbZveuBMUTMj +qosS9qNGkjDY5++AvS9JA6ec5x7sAltZLJFnqZr47o0Cj2FwXtdClYW3Fp6Z +ehSxBjZ9QBKxO6eD/xe+ck8rE+pdbS1jgwYCDikM3PkQfERta0aIoz7+mi25 +0AZefUJhSu/Sx7YZfW8HwVFP549pEAywarxG6ip47xURRV4RQ/wrcBMHugL7 +yxSu575vhJ1P1nw3B2deabyM+Y1xh6dHmwtYqNJ2tDnQGJc5vYyJAovmTy9W +SppgT4M0phfgG97e34M8ibgPHR3pB5eZ96bJ3SNifc3Fxq/g772pwuzLRCzx +n8O5rVkMwngi46dKmClOk+Nw3P3Pp8bCwhpMMZNUo/p+cHS6dNDnRVM8LLR3 +iQSmjr2y/+tOwmS+nl4a2Gggtrs8i4Qfc8XU+IF/XG5/7f+ChPdvOZweCW7q +lOw1nCfhXObvAalgmxdvS/7bQ8Zb13LNi8GizAVkOX0yDlkmKVaDT5GzZVW8 +yHhidp2zGTzF9quHlEDGNlP3fvSAvYQL1YJuk3HLhFv7GLhok0Lk3SYyVv7E +f2cRnFrhIPn7PRkXf3gRx3YV6ifcMWI9Q8bb+0M8BcHlsTV1T5nNcGS3vIEs ++PpVtwXCDjP8s/2jpAbYUGxKql/UDNOepzATwW8kq/ZEyZrhDkz45Ah+HDu1 +bPifGdZqmMM+YM71w7z7VMxwWe2NwjCwhAwHh7SqGd511zY8GdyWptp+VNkM +x9/ZQi0El/KSg2IPmOHlkgbNu+DTStJnZ6TNsGfhyV1PwSscByJihM1wX7bo +Sje4Pq4/0ITbDOtndPd/Aruvz54nrJNxTXLU/TnwUAyrkP8PMpaIV81kyWYQ +uHoKPw/2kXFa1MQpfvDBkWvtMY1kzBSebSkNDraPXQ6+Tsb+wUQlNTA7U2Xn +/YtkPBz4l9sI7MaZMq1PJ+NHni4dXuCbRvtr/YTJWN51R/lZsICu/rOdcD2z +nVoSEsGNx2W+yLSRcJCFrFEFeJeOUtF1bxIeJ76XbgSTOjtdhdVJmGKQtLkL +fOI/2+jdLCSsrDnz7Be4psY1tD3NFNvX9UZuZP97XqrgetPBFEeo1uvw5MB8 +6w5I/5+YKX6pGFWvCHZMCpZgvUnELpL8Vb5gw8jy4eZsExxbtOIXDt7T+nx5 +3cIEl+8ZUkgG32CNDzvOboKXBG+VVoBPbncxHPUzxsmc6kU/wPS1rkZrOSPI +QyLOq+Cm9EuHP/YY4ndsm0Q4ciEf7Inf6AkzxFKb2q/KgxWtbrqpthvghkWn +yyfAV73eDVdZ6+Nvw5ERX8ExeXclK+WOYG4qXXsZ/PJQhI8fJmDVQeM/bHlw +Pxi1KlemEHBkD2+QDPjL14Kaj4u6WKCtxNcj79//2b2/U8K08NGqVuoXcFVz +/qNIoioujObRGsmHvND3waqjdyduMy3unAEbigw2etbw4nk+FRfmAgZh6YRG +uYYcBza+YRsjDX7/p2uOPWrxyWxLwWsfsIw6o2q8ghXpsynQV/5t/za6qJ5P +Gvl1NS5tLWQQWEaI7M+WZVB2lnmCMLinx0DIY0AWTcv8r1IXnJSpkPAmXgFl +GTWsXARvWWR91jRwEH2PN07mvQZ53OZ6/IXT6ojf8r2YJNjfjs/psYYG0t11 +sloVzKpxTjJpVQOl37k8YAfmjL3DW3ZaC2m39+8t/GdxzW8qWrrIM92r9i64 +/oD3Jq8vuijV8Y/hM/DC+620R3EIjU/uOTkGnifdfmLoRkApHB4P5Ivg/t1M +Me2IPYIe9iwZa4P/q672fNJ+BH3Ji/9ABs+Lm73K4NRD6goVTIHg67lXG/oT +9JDbgk5GFLh1YoxZ+7keSnr8WjoTPMrBsv30uh76RJon1oGf6W9cMfM+ijh3 +xgy1gU/u1K+bzD+K1IYEAt6Dz4Qb/yR1HkWJvppX1sC2gWsZDvv0Ue2hjn08 +xdCfZ7NXNyz00cgarUEcfCFG+KNbiD7a9uIXSRmss7bUcqFAH6mmXBg5Cg4U +91hwfKqP/g+G852e + "]]}, "Charting`Private`Tag$1345426#1"], + Annotation[{ + Directive[ + Opacity[1.], + RGBColor[0.880722, 0.611041, 0.142051], + AbsoluteThickness[1.6]], + Line[CompressedData[" +1:eJwc23c8188fAHBJQqhUksxE2auEcB8jIlS2kC1ZIaFhK3tkk8jM+tgr4hCS +vTchJGkjsn6v788/Hs/H3ft997l73d3rPg/Yze5pWJKSwA85Ccl/v3n8qGbk +xwoIJMYOozeZJ5FCwna0JnibbbJesWoC3SZ+VzIHa3p0TLRrTKCokf4iX/DC +lFKuc/g4+sf7wqsRTPEmbanv5Bg6Lhsm2gcWvkUMGKgbRQI6Xp9nwP4v/ryX +sxxFZt7m10nGCwhU9o/faVePoA+DvKwI7L5T3FXhMIzmvjAPqIODvlp/CmMd +Rtu7hwNug338nw5k9w0hIe7V7x7g7uUqHV+JIZTg8bb+Lbh6ajaW9+QgsuZS +uy05UUBgGp4Qvk3Wj3wvIzoV8NAJKmnu1j6UfEO4VR9sd6lSpC2wD/U+OiHw +ELxzqeSA5ZE+JN4ztVMFTp66cvLG+V5E4e7w8uIk1KfRrrv6pRO9/hAxKTRV +QIixFqn1S2lFlRntps6zBYTyq5ybtgEleOgonZIv2LW/KMgouRSveunzRYGX +ylze9JSUYRHDpfUS8GS4yqnVqQpceJw89Bf4+EYPk5FEDc5+KlvpOFdA2OTr +DDF0bcQtfwJfeIMXgwosiSRNeN601zsSfLxC82hecBM+I2N8rRh85VJZp8fL +dzhl/cnMD/DoLI2RbV0LjrtTTXXvUwEhWGim+eTUB1wxtPfDE7xmSDdwyagd +D8orDYWDNbI/ftSfbMd0bMOphWAegeY195EOHD7658J3cNb2iudf3IWJipcZ +d8HUPCdmtsS6cWe57x7NfAGhc9H/OLGgG1M9P9rOD1YTeq24Et2DnykLGtuD +I6q6V2/n9OKsKlcFD7CV2pg62XQvbuas5w4D90tNGI/Q9WFSUrXVArBe80Xu +Pw/7sGeNTdAKOMggiOKJdD9+eb7UYRs8/LDYmdKuH7+N29SkXiggTLQ9Z05N +7Mf/nANZ+MBDJBQVfb/6sRtvdpktmJ+iJ3gqdgAPzjEqPwYnEx7KutcOYJGk +iOlgMAkDhcCBmQH8neIhZR5YkFw47DPnIFZt+JbyBlz4jYNLTGkQ57qZXfgA +ZjZ7Inf3ziC2WLxmvAQmOy1GcMwcxE0vG1b/glcZjv2VbhzErNoXgw8uFhB8 +Sw5MfZocxOPvWCq4wI+l3T8WHBnC4o+jVcTA3Y/ZQtvPD+E4EYqZK2A2pt7A +CjSEb6b9orIEdyadTP1ydwgX6lm9cgFffhZHI+AxhKmPTFz0B1dKubiKRQxh +m/fXO6LBnFl970heDeE2z2aTDLCN8JvN4KIhzCUmsV4KPuitJzZQN4T9vhFD +msBCPpdKR9qH8EzmGfZ+8NymbUPc8BCWMYyvnAU/8Wjvpp0dwsnHqFV/gfHf +Y1Yyy0N4s917luQzxIMYG8/Z30NYx3fN9QhY3PvAeP3GEC6XsKFmA9NsSN2g +2R3CdL+m0wTBXJ/f+dKSDmPHHM1LCDzHI+nXSDaMu43bOtXBnZI7npzkw5j3 +pLTZbTCPCwFLgAO7S/7ag0/yncndgfqLT7nCPMBnKuvqHOF9CtIvzoSB090l +k6KgvfTVw9XJ4O+jI3/NNocwSYG/WgFY8/J6/iz018h8c64WbHScOYf26xCu +YXRw7wBXd+xsfoHPy9A/RzPxX/u99zvujwxh1yDdjGUwS4aPWUHHEB4gdIr/ +AzvsqLDH1A9hoQ1CN+VSAcF7+9Az3uIhHF5UYX4K/Midhvc+zMeKFc/mefAL +q7hWW5gvFZbUcHGwktM4Dz3M54GwwDe6YAuDp+z+WkPYTGFH/Q5YT1/gk7LM +EG7Ycpp3BUsyz3S0cA3hJzYGh+PAN1I0Uhf+QHyx92ZmgYe/pMaEjg7iS2MK +khXgVyNNLT9qB/FvJQHLQXBdVy/Db89BfGMv/d8nsF9kz+nY24OYWHky8g9Y +WMuGaVtqEFtz7qul+1JASLpes8GyPoA/kg4euQku3p+wtKU/gIMjbTdMwSzG +Ro8t+QawGMv+GWdwRzWL4/2dfhwuIVIUAz4lp/Qp5EU/lnGMVBsFS+1fbWJv +68PLO+cufgG3+npcY4vsw3EhmOkf+MmRKckFnT78Pfv719PLBYQKpb7YoZle +nDKlGmwMtg5eHqzp6sEqtvNOjuB7315TXrrWg9c3Huv7gB2CbvREtXZj9eP5 +5zPATIRQTfqqLryjQvl+ETxlbB4c492BDatb9jt8LSCk2AgxijW0YgpFo6+e +YNIoKSlt9lZcPrDaHwEWvxRKYPJpwdQ/ONJLwA8ehA+OSjXjWk5fwhqYjrz7 +QFR2I2aMlvF4slJA0M6nCP+ZUo3H7KvWg7/Bet579oen/ymW8vSpSwJTzCSf +ua7lhlPCr/nngUnErGODA69ii6KPR9vBVyeLddMzfdH3nwf5Kb8XEPK8Xuuo +K79EZC565gH/OYpsj4qsBFn5n+GJBzOltDwqFC5FH2JWfmaD25tOZHEYlaHw +Cm/PVrDW0zcbQsQKdOpvTuKBH3AeMZqsZgnWIIFHmz1+4IM7Z/e/1GlEz4Pf +xUWD21apkP1II1pNCjPKAE/s40uL1GlCb2rZvzaBx+YeKxRff4cUdpTJSX8W +EEaunMpz42tB2TTHu46Cz+SrFJOltiBKlulodnB224nO14dbUbeMM7ss2GXi +Y//xr61I3ztJyhtc1y4TOBDUht5GWuyPBK/U73ror7QhljSB9lSwtiIPyzvV +D2i+sUkXgy/k+HnxHmxHDvu/Ou+CD9qvjDaadqC+YxUStL9gPb8uWRss7UAX +znqRsIApVqbqM/d1ok2FY+HSYBJbXwObhE7k/+xy7hPw9fVz9ufzutBF+/NN +YeArvLuzE9+60KLmiYkU8N8i5m+tAt3oKvsP6kawejit2qWcbrR5cJKzHyzO +QEdbNdON8r63yXwCS4kPSZvT9yDqt+mOB34XECI5j+eKP+xBdekRQfTgW5OH +7W9n9yCHoCfp58CMmq+Lc3t7EKvj3VpxsPEPH5NTGz2oV0dnUBlce1VMR4e2 +F/lIy3+7BQ6OT/ATZu1FImeFyO3AQ3Wix1IEetEnKmZWDzD9KOu+ZKleFPOL +Ujwc/Fgqw4ZXuRddGV2/kfpf+xFHw1W1etF6/ae7xWCjx6/b94x60eusXt9G +8KUw81dXrHqRXmjdi37wbudEEYt9L6K8n1f+CTzme6QmxLkX1ejHd63+v/zy +qzDXXmRL8F888AfyQ8cUc86HvYjpnNMePZg8RplT61Ev6qK5zXAeLEJc4DwN +9lxVEZYAmyW4tjx270WCE5dUVMCSLUx+bg960UzjWXMDMGn9wPZhp170POfo +EzswVT//D0XbXiQXsRvjAZY/R3ORxaIX/X7wlRgO7qK99T7eoBdlGI62poId +WyvfVtzsRVryLR+LwSk5QsqPFHsRGU/pRiP4Xvv3us8SvajiSOrRATA9x3Qg +CV8vsvobwjMPZlAwuPCeqRednHaXXwPfzxizkqHuRW3Nlobkq7D+uI629K32 +IJ4oFH4e7J1tGNaa1YMm3PleS4DVr1U9cH7Ug0KNTzWogDXcGplfqvag73x/ +ftmBaynungr60o1Sj81QeYI7AoLZ9cq70Y1/nRwR4FG+qhuNT7pR6fts7RLw +rxafbC/ybmReGO3Q9N/7j6/tn3/fhY7HegcMgHU+aq6SBHQhV7Nbb9bA7+0/ +fPPf7USSOzTMkmsw/l3pcmkDHejrp38Xr4H1Dj5YL/frQMntn9UNwRd6L0q2 +Cneg3fhGb09wdhDlCHlgO2oSeTDfBM7rMu2lYfmASs0iiAPg/aRer8Ya2lBa +VK7rPLi+kqubxKwNef+eoiBfh/wjw9guMPU9kilV5FcG7/vRhmIoWlGtMINr +D3gjifnvqxdNqFyo9uDk3wLC76GHx/zYK1GmyVDvClhR/Zjdc64KFB35I3EH +rHdWdHk/bzly/snBx7pRQFAebXe3FylFwsWhN8zATFmm4k6PC1Ch4O3EJXC2 +ya6ZlUUiei2wj3dtE9a3NdekYEIaVp9VGyD7B+vP2du1SSEDr0YnPT4Oppui +EN33PRMTNkU7RcHlxVHUx8VyIH+zsncGey50hbxILMTU+p1FP8CNDVu6f65V +4NJDp/T2wEmWf6af7qvE+vWWJIe3YH4riVuvyytxNsfeDQEwpcvrDcdj1Rh9 +F/5tB/5xwEJop6QGO/vFX1gGP6HI3tpnizGD2PzkJvj20McKtjWM8ZLQU8pt +GI/KAj92mQZMrd4+dB5c/ETp+NuGBpzFsON6Bzyxk3XHo6wRq3Yos7qBjzgI +3b+y0oh/e8S9fwa+9e6JgTtHE5b5JMiQDbZqvtZwIqwJjxLN3syDD8QcOf5X +9R32NCkyXQXXNR7SmXJ/h88e26Yk24H8bOFzH2vGO+zkHnuLA8zwReNl+e93 +mIF3jlQUXB+c20/G0IzrpwTy5cCXeNRpiJebMZV825YpuPZkYhupZzMuXjue +6QRO7b4sVpTcjHVzTFV9wFk8P3xL3jTj3VuFq5HgttYMV8qhZpxJs5X8Ckyh +n7VZ+b0ZqzQoXSkGr/C5Ha8hb8E/nWO+YTC9c+EPOma4/3DOxvaAMWP7QKNw +C5Ye5Zf5CG5IpuB+r9CCRUxfiv8EX+b1XX+m24K5lqlF9+0WED7uaI5qWrfg +0/ef8NOBBcQf9Qq4teAj21/PcYA5XRoOnfJvwWRPDc5cAIsedZo9FtGCN2k6 +mK6Aww/uG2BLaMHf4yRP6oCHCNUhsqkteI417+gdMDtRZ8YtswUP55yidgdb +/6nobnndgjuEg8iDwPHrdzz4c1twQ80GSRKYmUrjcklOCy6Xt97KAzscv+Kl +md2CcztH1mrBhyOiPtOnt+AUbaWfneCDD1Mkdl+04KjpyuUp8O51B1PqmBYc +cIdr4TuYl/6ik0JwC37yM/bjHnjh4eSrXM8W7PjwwPiRvQICLXeIGnJqwZak +DwbZwfUm5zcpzFrwrZD5bhGwW8ekMtXNFsivtD7Ig2eqIymVZFqw/Mt377TA +z2vucL7jbsF8RenVruAzo5QDQVvNmE2criwAfErg0fLkbDM+0ehDTACnX5Cx +9m6F+e43Sa8Bk/l4H+oIbsZ/DHqTO8AvhF7WPLZpxkvzKH4SzD3DMhdxtRn3 +rbOE7oIvW/jurO+9w61e4c8OkxAJ2l1X7LTG3uEail1vNnARWlfiKXmHMxmn +HsiBCYR1R23Dd9hV5oXxM3D6G2UPlbQmuD9R3YoHD5CVex+614SNbzzSygGX +juvO3b/chK+a6Su3gx+Vyexp9jbi089OitLuIxJeHFtaJ//agI8cDuBnBS8u +yqRVFTZgsoT1c0JgmauXxBWcGvD33CEmDTCPgnLmqUWMG7qiyePAzZ9GrssO +1mHLE0fGmUmJhHbaI0dV9d/gI+ylZfzgzyzy+750VuO3fFph0uB1supZDVSN +6RQSCEbgjDtF3fVsVbjBme11Mpjj+KSyxkg5ZuoVcjm9n0jwaTNMUGEpxv3B +N2lPkREJNf7kcoo5idgz7s/n8+BJdoHob1LxmDs9tlEczH7uLMen/hjs/WbM +RQ+8FZf+5t7+SMy/ZDoRD/50n+Pklx8PceAV5xz6A0TCc4O9rXMsgejCzeO+ +XODTuj2y3Wmh6KNhpYEY+NdZy7r68Egk5vKPVgccxjE49XEnBs2n+z6IBac/ +reVvzXqJEEm03HFyIiHm5CLl3d1sxKNt1skBPpb+r5/692t0PE9YRxTs38TR +VTOXg5Y0e+9qgIvC32ru1OShyNc0zyPBbD9bmbOuFKJH25OMr8DZ9ZyzbGxF +yOJmQWYRuIdvKFTmbxES31Kp7gZbKtW/TOgqRjPqgR+pDxIJqUPSt00MS1F7 +hu5dJvCK0gfhkNpSVL7B9YcXnKE1nDfJUIYC01vIr4FvBVLazHaVIaF1UoEg +8FT2L95ttgrEeK2/KgEccvME04JjBSJ7lSabA9aTokgdrK9Ao8oE7ffgeusV +mxqtSuT90uPJAQoiIYWdPe26dRWy+a1KfgI88t01iDGnCmkpMUWeBZ+I/Wk8 +vFCFzv+qyZAHB7Qns54yqEZ0isH8muCKBZ7Y5KhqtJ2kX2UGNraxP0rVVo16 +FTbafcARLwP3XvK9QTWJ77Weg8fTrZWbDN6gzO9x06/ANWldyp2Bb5B7wsXf +GPxZ4tds+OQbZPaN7EkPePSSd6Li/hqkKjd44CP4mNVHxblzNYhtxfnU7n/v +57H0arGpQVSychk0lERCcmqPHU1QDVqNPcrPDH5mwXVcMqsGTS/PVPKBBzoL +KFVxDWpDxQQpsFzvHIXCSA0qjfFqvwamq7uyeuZbDUr+oq5lADbRpB36QlKL +nsmwTNuAmV1XxhPpapFj9Lc7j8DDnA0GF87UoltLb38FgQe3rw/UCNYiBenQ +x4lgL72dOYHLtUggyuBALnht5MHNKIVaxPCZJ6IaTJVnRvX5Wi0ilfrH0Aam +1jvBInizFq1EfkgfAb+VEWm006pFwwsJfJ/BuoN6qunatahB0rpyHWz1/MPl +fijfsLwVdZCKSJDgP3U4D54Xeq7qwAA+qIHPn1OtRdZvZVS4wTfXqglq0H7a +ZyEuSfDbdEkZNslaNE7HQXoNLK7KcCmTvxbRyZyYNgC3dHLfm2KpRSp3D9bY +gTlFC3R7aWqRb8xmrAdYbSU13OdfDarBX53CwbYjHNNr8zXoz/KUWipYTq/r +skhXDeKj7+UuBlf77ry/XFaDLGSbDjSCN6xFu07Gw3jblc/2gXMSDXCHew0a +jM+umwNb7TJdNtKrQVe+Bz8gOwTvt7GkFDpagzxPedw8Aebgsb/lsfwGVSrc +4+cCF4TFCzU0vkFcLzQXlMC//ziQE2zeoNutVxr1wEKNF/iDL79B8b8uvbwL +fvOlmXOe6g2iuMqkHQL+3PdH+1NGNSLcpxVOBgck5TTH2Vcj9xQSGiJ4I63G +yfViNfqyOt/cDa4YzVMbxVWoPY14gY4ayl8zTm3jSkTalXqEA9xP4SW89LgS +SW48XxEF+wadEpQRq0T56q6Z2uD2ieCr17IrUOiWzPFEsAzxZvewSzlS1+79 +w0pDJNgR+F1vDZSgZ95NPUL/2SrlyfbDElSfX54vCz6dxGUcx1qCBEkTzc3B +h9o49obvFKMjRaYD2eB1RP717AQRDVD8KeWnJRK6Cu93uBa8Rk2VJx2kwRl3 +g16e/5GNSi2kuNXALceOs58QzkaRDU9T7cDiJS4rE6WZSNWdITQf/KZArKO7 +KA01f5a25D4Mn/fcqrqgRDyqaA08yXmESPj50nvQbfIKznQh9l8ASy78+GpJ +aYpjzvSHKYDrZm60iIbYYWfP02QW4Kcc/NbMxIdYQKzwZzp4KoLm32myQJyd +NfCB7SiRkHTc2VLkdRyO1dzwFwJ3GoX8NfwWj/33MRMI4FumxUJUQonYzMiq +0hjsrWB54WXeC8xyYjM9BfzrZ5eTksQrHO/P8oSJjkhQ6A49dSo1Ew9SWAXx +g2us97ss8mVhujBinAz43L4zN8irs3BorFSJCZj5HIXV6dZs7Jt9azETLM9z +9srbhhyMedL/VIB92YsXpMRz8XbhF5L34JFND62BglzsVuV++gt45lfC9Pmw +PGzXFneD/xiRQBJ2l2WcuwDnqU4byYB7XZzibIIK8OdeTtvr4ORxZbbPCwXY +bKz8qRP48z9DsdhYIk412o7yBZPF53/GS0Q8OSv/KhrcLVy12iZeiHWX+2sq +wH/GaIttewpxjANjWyv4J7vrHAl9Ee7/bTo0As7/YuJuq1+EVbd+/tj8z+F/ +jtYOF+FgL/EdquOwf3ya2VCnKMbv93tTMYEdKm6v53AUYznqw5wyYOMKJpo4 +7WLsHakjch08qmZymduuGNcdT0Em4Kj4ETZOn2L8L2FB1Qn8TCH2THBMMRZn +5r/lC/Y3ePJBL7sYP0hzuRMNDuDZ1/S8shiXcr51yQRvcn2euNhSjH/m7vet ++K89iW1Kxf5izC9wLaIVrHKyz/TdVDG2KY1KHgE7Udw7XfS5GOeIjecu/dff +JarnVD+L8UINe9Um+F5ghczIejE+g+42U52AeH1G2US/XYxN3hX3nQYP+wyP +te8V45dKG9N84IaFD5Zr+0rweAdakQZvcpywSiAtwQw3AjbVwdwpR7cqoFx7 +sJvcBOx2es7iBjwfpUd/3Ak88PfofputYtw7acTuC/Y8IKJ1ANqnMc0SiAYr +it1fO/ujGKssrFzOBE+dQOkdi8U48O4F5QrwftZu0e3JYtzy7bFOK5iO9O2r +N33FmNT5nfkI+Ndo4jY5jA9hncppCRxt4en2GcbP45GG5yZYyijG6PbrYlyz +mxhCRU8kmI1k09+LK8YbvrMJp8GvxvM5mf2L8cWD3Nl8YC0RtfN2jsXYOcSx +TBps8OjesLFBMf4WvddlDG4+SRurwF+MrU1dQhzByhFObyqOF+N5gS9XfcDC +CWb53WtFePJD/7t0sLvQ1ZlLAUVYL17JpwzsfwXJqasW4UGLtzLNYOoOASPy +w0W4cy/rzQJ4Nk5L1TOsEF/tYnRbB4+9NvtwXbkQNydFXDh4kki46Ml5fZG0 +EL+9+LDoPNgig8I44B4RF9iqZtmCiRZnnmYIFuDzEo1mT8C3PWcvZo/n40xy +MbYwcNMhinO1fvk4OY31RSGYlfpMgUJvHg4d+R35C2wYri74TzMX28knPnFj +IBK+MxJX9Q9n46UjtJKB4Hev/+g/eZWFLaZ9/yaAbZ9aZ9wWysKGD+2ca8By +DY9jIlUzsWoRst4BNx+9MfPVLR3znV7U9DsF8VSXeOiq8kv89bcIbwQj7F/u +X8WHk4Mxi/z4+xRwwvTKkVt1gfhGtI9FIfgbT4nw4+lnuFK092UX+I2xhQE7 +hx/2drE/Qn2aSMh1cF4JuO+G6ddfrwWCOx5dP+ggooOUFa9HJYAdj9symguZ +oSdx6wI5YL5PjbTjUnfRrNgV6/dgY/XjDXOJ91GB29z4ASaIl4rbDHwZ3khu +k6nBF1zBUsFwOT0MPVBuNowCOzP374wIRqCcRNvNNLCimrx0kGEkopGsEWkE +/w4Y+U3y8TkafaSbtQcWldYiz3kfgw517MoeZiYSytozKQsfxyKZ09nTLOCZ +kNIYHv44lFG7elIGbDOXl2McGI8ctp8HPwGTU80blLIkoTRViXOh4NErF7zN +65LQYPLMuxfgzGCju3L6L5CEtOBODbjggtn3u4HJiMyz894meINluj/yXQq6 +1H2fmpKFSFjibb3zUSUV2bCczmUAN9dqiHH0pKKe+rtzl8DfFM9HSdx5hZL2 +yLVdwX8vceb3aKah01x98gFgoWqaU4kRaShZ9YVIAtiRWua994c0lJIoeKQG +TClbczftUjpibdjcbQffSPl3bNg2Hb1afPdtAiz37aoNW0o6ShfV69gBVwhg +7x/b6Yjj1pkaWlaIb0k+KyfuDJTpvZLDCj5p80N2v1YGyu7yfiYLvhwTcFoz +IwOdW1V5oAFu1O3LPdyWgXIYT1iYg+9K/VMfW85AeXdyZZ+C3yu4fY3iyUS8 +4feF4sDnNO+O+iplooJyadbX4Pa+jVYvs0zEP3GQtho89SmPNfhxJirc17/d +Bu4ZuOuaHpWJBM8nfx0DL61IBH94nYmK1a3Gl8G6zF8VSGozkfADoQ9bYC3p +9zVKnZmo9MW/Kmo22M+XpXjSJjKRaFNzNjN4n2LAFs2XTFS+FB4rAP7wWKMh +YjUTXTys74/AXpRGoud3M1HlRY77N8ASFPTiYwey0CXDb6am4JtW4uOZh7JQ +tW/VDWcw4ZC5WtjhLCSR64P8wB58hSsxR7NQTc81gRhw2UtpyXrw5fUTzFng +PJPe6UNHstBbpplDleCCu2q53tRZSFo+718ruPKlWjjrwSxUf9flywiYUjTj +9de9TIQiZUaXwMJO06JL65mooZLi/SaYeaInlmElE8lO9VdQsRMJifMHtbw/ +ZqKm/S8zT4MxvxYDR18mkue5E80HrjKTLCJrzETNN4R9pcHhLY4HuYsy0RW3 +LUd1sJWrlnDMi0zU+rLF2Bg8EWB0W+VZJlJqjlB3BD/8Gjlz/V4malvWl/YB +F978yZ2rk4naL31nzACnRtW43mXLRNduV1OWgysIXzfGSDNRp7/vRjP4W3GW +TMmnDNTdRz+8CNanpdfJeZWBrm/MNP8FU3Pshfc/yUC9LPllFGcgX21J1nPX +zUD9tug5D/i3ACFWlSIDaUZRel8Gx7kLKTybTkeD1QMOqmBebvN/N8vS0fAB +a1UHcGqA5r4qvXQ0kRp5sPS/+jHRx0yj0xCdcthQI5iVhursbbM0pPI7KKMP +bP7X6KuiUBqqUfBDv8DZWjdHfrbBevzywE2Ig0hYZIwSfjyZivREDT4Xgr07 +uCskTiejyEndinowr50TzfCLF6jtqZZfNzhmKOLnDuMLdGlUjfU7x3/fxzi1 +sp5IQvQeBF3+s3C+kcUz/9uMR4OtnO/zwTIdnY/iIqMRteOZ2FowQyCjZOhe +FFI4xWreARa/Rfm02z4Kldky7C2Dr4emKt29+hxFHTl0iYfzv/2zIDfmexi6 +eetndg54suuxz/1Qf9T9reZZFhesv0NKNceVriMt+/HsSrDUMd1DgrcvofGV +zdb34LyoETkaMUG8+FX84DKY6q9cJf0lXbz7pTJA4BzE01DUe9tAByy4WBpY +BZ402Ldo/MobV1r257SB919+Tipc5oOlFn61jYEN5X9Yjzf54qvzQpTbYF5t +Q2w16o9N5gqDCOch/92pEbk5Hogjp/OCP4DtOAm+9CciMf3t9rxxsAV/mQ+V +TyROnvrS/hXMoqKfML8ciXMmzx+i5YZ4VDqjIFz9HDeOZ4dogBfud+35i0fj +q7da883BZ968DSGJjsbdYwsdLuC94wMpF75G4/HRs9TxYKvOha2ymBj8ezg9 +dAIs/DTweHJHLHbXaSpYAYuSHa2xOhaHd4dmO3fAWw0fZTr04jDVEBsNGw+R +MHR7br/uZByO1CLwC4O/bR20fsgYj+kHjdXkwP0pjH94deLxmYGUMAswnZad +pmRrPM7RqCc+AM8Y056L/hePBfqnup6B7eN2mF35ErBkHxNtLvjP3Njf4cAE +3HBDSqAGzHsFETXLErBir4F6BzhqUotHbyIBa/YkhX8D71qJJm1wJGKGhM+3 +d8G6oR1dpAqJeNLkguBhXiLhh/v35gLTRJzG7bPHClZXoFL/+yQRW/3u6hEC +SzAh20+xiZinlvGVLDj38t5N54JE/MPvjqMG+PhYnk1WQyIuVy0nmIPz5c/f +8OxPxO4n9h11ARuwu/fsziZi6Wm1WX/wh60rn8//SMSkr5NKYv9rb8/l/e5m +Im6999knG8zFn9vrS5qEQ8QvaFSBX6x2RldRJOEb+3zOtIEdL0X3pVIn4ePt +Xb9HwZkraw9laJPwWBTjuy/ga9dL8uNoknCKwZ3of+CYltqyfKokbH623PwQ +H9xn3GuofQ4k4fPfSC4wgUuw823G3US8UqFGxg+2sBT3eLyaiEs8kwalwV7T +endzlhKxq9LnTHXwOy8/9azxRCx55MIDY7BNq4Cfa3si3hv1vuIIrqv/F8BW +nYib07pO+IDT844czMlIxIE2jIvPwXsLXgNHwxKxmuidynRwGnvCkplLIqbb +LntW9l/5Sdm7r/QT8XAziW4zeKP0emqPVCJ+EaZ2bghsVzf6b405EZvoJP1d +ABNVfY6e2knAXz6LJhzkh/O2w9rTriIBFxZ7WzOA8zpcK3LCE7Dzwy5xbvBQ +98CdTcsEvE11Z0wF/PG6+ONftBBPA2W5BuAL6dRdWTPx+GkyySM7cEDQtUeB +xfGYViCJMRxsF3qGY1UlHg+sLy6ngB+8fH0w5EQ8TsCitUXg3ouLJ+2m4zD7 +zS6DPvCU+tlWbts4fMGF5OVxASKhfqnujoVTLN6UUrPnBEcxfv/OJBiL6w8k +SYuB6dRuqxp+jcFK8aLTuuBu0pDECOMYfKvGivUFmG/YSIF4KRp7kXSlsQsS +CQKlYpijMBL/u6Z6Uxj8UDbt2bZRJHaN7yCRBQe3JzSQ0kRiO4F2YxNwGnH8 +j3VfOL5l+J45FWwg13rtl0AoFqtuTGQSgvEUHjs1WvIMf79X+fykMJGQsT/d +9MsjV2xTe1H2HPhP+8hCIOUDvEBe8VMMTJLz9MGThPt48mXZdR2wkD9tbFeV +I27vKKaJBXuZXlJi3rXEWefyg+hEiISXhb4391yokeHHVB8aUbhPz9dE3zz5 +AHHtk/NjARcZh57kv+OKfp6Z9xcEpwvoa3OWuSE/q/OBN8G3vA3qqdEjlPet +ODwWLDcXc0H8rBdyOawZmQ227P0ddpnbG8kIrz2vAiddkE89Uu+N+lwkYsfA +k1Pkp8tnfNDGVuML5gswH/sl+scp/FETs8VLAXDApsrbVDgfQhF5KgJvB3iI +9dM8Rax+KummYJHzHNsmFM+QItVAThZ4soBF0GgqAB3he5BXCT49KkjXfC0Q +jaudLHgPdvNx3zWtCkT2zw2KvoBNftTv8j0LQjEM8xX8F+H++/1S+YN9Iei2 +5LMqGbAhn/MehX4IOm94/s118JM0hbpCYgiqTbV76wSunrJ6eVY9FPk30tb7 +gk14rTa/J4Yi9U/FOBp82e3o5Ya5UDTHtdZUAeZkvrvqYBuGCq7GN7eCLZwY +Z67mhyFXG4nWEfD26IHEM0thiLLQ48Mm+LG+qFmfXjjq72HtoBKD/Ff16Kms +0HCU/Kux8zT4327Flwd14UjoInmvNJg6hIn1MH0E+qeT06cOZlGz0BiVjkDN +7ioDxv89/z778iuzCBSetDLoCL50Rv/rHf8IpPs2fNgHfPLQh3KhjAjENi00 +GgUuOZTCv10fgZb3+scywFnJ2vydIxGonP3BRDm4+mJNZ/q3COQpf3KqBZwQ +nyciSxKJrlq+mR4Gd/22bxOjiERHAwxmPoPVJ67FlNFGovGcndkN8NFKizNv +jkWizPbUT5SXiASNT/tZlE9GIocV2QVG8HSd6k3LU5FInHZ+kRfcqrSQeZgx +EpEKPVuSApdkpbCqQHnHzfPLamChO6cX6eF51fXtdiPwx0OBSw3w/s6kvnx7 +sBFNCpnQ4UikhrJDPcAevSnSVpSRqPvTI/swsHi5UYElaSRSD7yu/hK8l/t7 +x2Q1AvXwnRUk/vf8oXO/ns9GoBt9G4frwGEMR+bMOiNQ74Oun51g9isKuaPl +UM6Y3jcJ1gpIU9pIikB99a6lK+APmWULrZ4RSMP8WvQ2uEqKYUDZJAL1H2Rz +oRaHfDVm5ukzBOUFq1pM4AzJX4m+TBFo4MaHi3xg7iTjXvm/4Wgw0fnvNbDo +XNNt/uxwpCWjNGrwX/0DB76ZPgpHQ3On39iCkzpWKFxUw9Ewb8ujELD7haUe +leUwpNObaPACTI8eNTBVhqERFwepfPB+E/W2Ra8wNFp3crcdLKMvR+ZFE4b0 +zFamx8G7r2jdDPpC0Rh5I14GKzRReqhGh6Lx6zY+VBIQz5TXtoOOhqLJ2bdk +KuBfy39qr24EI8Nnzxf0waw1HT9TiMFoiseq9S742NKdXiXTYDR9/3BgEPj0 +0E/z0ndBaOaA2aEP4GQNI8mhB4Fonvsg3VVJyD+a9Tln454ii+6J37rgEG9x +ZbOLT9GCc/HAHbDlvqbQxn5/tFirHxsA1qsYuoio/NGSWgHDe/B1pp2rkva+ +aMXpJqviZeg/dhCrpfdE+caaxdrg4KX+xGQpD2Sjpi1rCba1uErvaPoELZ3X +N/cHB5ANqF/IeYQWPpq8bgIf4+5hY+dzQ9NqjoJIikg42JntscjkiHq5I5C4 +NMR3qOJcVTsBRZx83qsErvdSLBL/JorUD0Sb6oKrA2j8b+icQp0zcX6uYN9l +FlXlzAv4Q3zK+3KwGnu2lYyNBm46UHhdWAbWa7xpQsiiJfb5UzRDAIsEs8xI +29/BhNkSpxvguWSZc3w/rXH924roe+Blq7goo2VbXHu/boT4X31jyldtw464 +fLbTmAcRCS3Kw3tKAq64KeuX3GWwWljJ+vCEK+65S8+lCt5oFTOyfeaGl38Z +r9iDXSO+7z7sd8espH/cS8AljZeCTl55jPlaTxo2gfeH6RRXjz3GksFSaADc +l/Ftks72Cdaie3ZgDbyU2GDS7+eBg8+cihInwPpsfZpaEuqFExalHyiDQ/sb +jnHt98ZZeWZ6t8DUz35oX5Dxxg0iBSxPwEeyXa5SFnnj7vXefWFgee8xlo55 +bzxRszb/Euwx9AQ1M/jgdTmUj8HS8rwBWo99MNlBi/BeMNupXv6lXB98tCPQ +aRbcvfiGuWDYB/Np9l/aL0sknOXNL8Y8vlji5F/G4+AieioeGg1frDhxevcs +eI39WOIzN19sam7ZrAhm2Noa/vfWFzucC36tC7YS1OlenfTFT74WBluDJWa+ +HDq15YuDigbsH4JfsDOE3jnph+Pub9wIBo999HWZEfbDmZeYL7wAzyl1H/NX +8cMlW7InC8ADF41nNUz9cD22+vcW/ISD3kPN1Q93+oVMdYGvix4scgnyw+NK +xQ3T4PYZgTsfkvzw50NDGT/Af+s56lTz/PBqz+YzEjmIV56WH3tVfpg0hsXm +KNhnbtFi/p0fPqInr3YGfH1oM2eryw8zM1kLiYK5lkoclIb9MM9M6DEF8Pu/ +OeEfJv2weGbJuhbYfneX3H/WDytaD49Zgqse/f3nPu+HNfm23rqCf5+LKc1b +8MMmP1lfBYCb9/MnnQY7lCv4JYCPthyQ657zw4/d71rlgrsrZoxapv1woFS4 +cg2YmSGief8YjBdJGV8HeJna615onx/OaB45PAm+w6b0yKzNDxcHbv9eAa87 +C54JqoPxUmUf3gELJ1e37C/xwx1HFN/QysN61mSbH0r3w6ODNsms4PS5T0z7 +o/3wYkKElxCY1JMgGOHjh/8YlpvJgmdDSjY9HPww7cLOeXOwytbkh2h5P9zP +q/3VGTwmSzdkxQ/9cy4g+oJnagIuzZzww6wkBiLpYPrTGv6Dc754XrF0tQRc +mpQ2r/PeF+eEUVY1gtV/GASE5/liodPVl2fBrScUTfjtffGq6eHdn2AvEXdi +sqovrs6xaiBRgPk5rGTTB/FJEDtxhQ38cnCfYPInH3zzprO6MZjxVFe2sJIP +pk/4cOQe+GmWWqEisw8en2Yb8AQfEu2cUPjtjc3senRTwPH388oOJ3pj5wA+ +0ynwq+mr7j3lXjimbvG+wRUiYTg3/SKT6ROsRyYjZguOtWcinvzxGDNdi914 +BFaRRDRBjx/jrFF5jySwwsEy3s2IR7jyz6tnY+BSfktz+Rx3PMJtkKirSCQY +n7b0VXrlghnjeuo1lSC/pbrH2PrvDuYrUx6wAKcN7al/f2+FUe+7zw/AKjpd +B9piLLEFVfWRBLBVrcP3PX5zXOj5ymwSnJ5lt3j0nSGWu+NEbnkV8nXxjcCo +KHms5f+V0RXMttqQqdQlje+kWQoGgLd+BKFr3hdw6IS+Xi6Yy1LypsENEjx8 +XS7vG5jFXvSvBKssuit+TN1VmUj4rlaomfRZHz3RDjMLAD/djdZg3zZA4c4H +3RLAnwcoXdkO3UalBVupNeBBxSSDtUOmaJtt/tcu+ODlny1XVy0Qrcxt8iMq +cH7TcYUYLFoidoNRRnZwGatk1ckhK6QY2ykvDz5A8UZFJccaRVJWxAaASdXL +WGY57FA6l2BeAni22OPU0007VCGfW58Lzh9xYtTvsEfjHi8/d4CbTbKNDM3v +obO/n0ocuQbtu+zbqhF2QmKHSdTZweMNAq9SQp2QMt8jMxHw7/MTpLYLTsjB +yiFEC5zd0/kgL9IZVY/rTCWAM7/vuit13UeUsrtpueDOH98qU0+4oFuvs6xq +wP1G15YHDFzQ9v3VHxPg2Yc/lZtnXZDa+IvyFfBNCS+yx+wPUApB/uEOOOH8 +j15S4weIQBNFyqoK99d43/UnAw/Q8/sS7wXBLFO3n9hSuaK5sZkQAvii/3V7 +DuSK/LMFT5iBg4w9WZfTXNEQ9ciYM7izcV/Oeo8r4rrvmeIH9mh5x9225Yo+ +oK5zWWCpb4ZDVapuiDHbZaUC7PeF1GDIyQ3ZUTOVtIJH1cmeV8a4oTrndw9G +wGUDjWkGFW6IdsxGcuk/e80vNQ+4IWNEt7cBDgg+/Of3DzdUnPXmHaUakdDj +Fe6xSOmO9lGbBjKCvZz3Hrxid0cazhRqvGDKgs1N9kvuKGO06KgUeCG+WMdO +xR2tyugOq4Ij+KIpfAzc0ZWs3SQj8IG0zzWmNu4o7lC2sQNYu91c6YibO/rs +pHbWCyzwq7Ei3McdiY+uLkWATXQ1Ln8MckdBMsnEV2A/lSBJskh3NJ4p71wC +5qYJliOJcUe8h76KNYHF/Qtph2Pd0ROnqK1+cEHOoWeB4K4RiYZPYLu/v2sY +o90Ri8ys/yoYtTsuR4S7o3uZgcoH1ImEHfz+8dcAd9RAJURLD+bl+7In5OWO +6JxG+rnAZW+WhSxc3JH5iGf8JXA84eGvwDvuqFyay/AquGP0qmqGnjsiz+xi +0weLqPrer1JyR7pUDxbugq1+8Dd8uOCOchyZ8h6BM5ZelEyzuqPN4XcOIeA2 +8vaVfxTuSEXaVjQZPCL4/jLHTze0Qlnztg5s8GP/n/xqNyTtaOrTDf545UQG +fZIbCh+mUPwIfit3Yy3toRsSytDtIblOJOTIng4SEnVDPpR70UfBD+gesCMa +N9R/L1vvDFj5iijF0wVX5CK1NisPflUu3t4d6Ypa0pOztcDMIpVr0+auiJ5S +wdYSXPT1JS266Iqqh6JWn4FDbkgvUkB87zgIHWwH+/3yZfPcckFkelT5Y+D8 +JEJ7RYsLopadV/8CPlY6dz8z3AUxHUuIo7hBJOgU18rVM7kgqao9TiVwyoB5 +WQjPffRor1uhGfxeo/Pv1lEn5LuUszQAfnqbmOzb7oiC+3xDP9347+8j1v3P ++jqipAyxQdKbsD4KLa1zp+6hN0op5rLgK0eDnRQ87NFGhL1vPbjhpL35u8fW +iOShElc3OLHU92fo8B1EYcbePgU+tBf7wEroDmK4MHR0B2xxRvae96wlujQq +lXZZA+5DzM7DvZLmyJWNuqEafGL8MVthvgH6U5y3U6oJ+/N7w/BmbXGk4vj6 +zztwAncyHUeSCHolmPllEHzgaPmyVDs3Ui18ObQOvsu4YZlCvSmTmR9JlNSC +/N44elSh/ALWznY1agKfyO/glnh9HRdY3tccADe8lTjUwXgTk3I6Ks+D3bxm +TVJua+DCjLsXybXhPGLZxYMTWpg8zZBGBRyvSjZAkqePq17I1fWByfSvHb4n +a4ppDVDZHPh16JU6+hZTbMEolfsHLPrn3oq9ohk+kngx9oQOnPelknFUcubY +Ou68vT74pzxpPzeTJa7X5jS3AccZZvu4h1ri4yfO6D8G80r9/SL1zxI3RJ++ +8hIsbim7TNtthU89p2WeBe8smLrJ6FhjxxuHjv0Gk1bnfE4tscathyko9+sS +CSQu37+qUd3FzuH71s6Cr/iXnPYuu4vb1HaXL4J7t36f3dlvg1lotmYUwevE +Fx7VN21we8hqpzVYgudbzfS8DWa79qvpIbh5qChWgccWu1J9rw4GL57G+dN2 +tvhM0OfMArCeMLNGzhdb7H51PqkOvEe9/nWQww53H5yN7AZ/0i4fEDSww4+f +jT/5CWasYna2b7TDgW2UGiR60H8hclulb3Y4hkri3BEw4Srj5zx6e5ymar3N +CsZjbWQJ0va4MDy+TxA81LhDd9jMHtf2tmYjsNyb8cgj/va4jW798XVwhrsd +/8sMezykxXnTGFzyy/B9RYM9novT4roHHv2SZmcwYY9/jPpteYKvJJy/FfHH +Hm8zlvWGg58f8dzSoHTAlEZzWSngfn2X5ddMDpg+9ejjQrBmZfP3CH4HzDFL +uFEP9oop3KGWcsBCHI6c3eCi5mgJ9qsOWNoy9d8UeMvt+a/umw5Y5XV3zzcw +fTR9GoO+A9b9spO5A25ddv1BctsBW/DyP6LRJxKo5h8XBZs4YCd7w+vMYAf2 +39PVYM+ikLP84NW4C9nhUD/kV82mFPjTt3Ldw7cccILocrcquFHM556MpgPO +fHAq0xBsz/U+ilXFAZdUXX1oB2Yu14qolHHA9Ztu6k/AdTfpDQ4KO+D2y685 +QsFPK6OO0bM74BGP4Y0X4Hk5i51FWgc8jw9054NNOIv9PP/Z41/7LmbUgk+I +vLg0+8ke78pbuHf859C3Pcc67DFDW9OZr2ApgQmZ7Sh7zEn1++8/cIoDn8Tb ++/ZYRJW9i+oWkaBaJmJkomGPVXu93HjANs63vthQ2mN9uiJVSXCI69WgyVk7 +bKU1za4Cfmik2ni12g57jUp13gXrDs11nze2w6GMdmkPwWYpElM5gnY4wfCF +axB4+P6XP5d3bXHpzCZbLviERttaeawtXlyqfLAEHqsSfVFQaIP/8CyqbIAt +CrmtPR1tMIn9CTYKAyKB4vBrr0QhG8z46377ObB/dXN8W/5drL4pxHoH/DXh +evF4uDWuoMxvWwAncHgYxtBaYZLYg+pr4D+Ka0FyNZZYlc1igMzwv/yGx/id +hSWeF2Oe5gCX7+NLNay0wHQWEX9MwTeezbF3qZpjh/r7LNPgM2dVfmA1E8x1 +X8pl2IhI+HF0PMWkTBM77yZsLoB/Ulfw7PuogeuC1jzXwFdKHR9rUmlgrVeF +Qcdvw32YWfSIuskN7NvFlqoB1t/zlq2iV8HT5w60d4Nn5M5dNyqUwHGTXazv +jWH/k+wiPKKWQEIyan9HwOZrESJGN6RQe2pn9xL4Xys2OB2G0I5ZhweVCZwv +zltzDBtyyOJL24QaOLziiQwzrzLaVbladhvc8+j5X2GiCkooeB98Dxxd8I6m +nUcVdd5rlXgODjR3UDrFcB2Jrr+LHwQH/Av/JmKogTp15e8tgNnCDvXOUmoi +qzdNiutg+8r53O/lmijpSePaSVPYHy+Rz6+RaiPS/VjTANwzQ/UsxkMXJVvI +8NqBRXqMeA+d0ENirXWkHmDe6gMj4bl66G7Q25IU8F0F9uikD/qo93DN4Tnw +t7PN0nPzBsjGSeLzb7BU6bewKXNDRDZQXb/fjEjY/z4mLeejIboUV2XPCR5e +87kT22WEev+KXREDo8sdYfnoNrLRr2RSAlsHlRk/KryNUpgqOqzBVKmNdwR8 +jZG454WMh+Bf1PkJVJ+NUf/HskfB4Ekv9QrFsyboQEYpdwH4c9AtwbfeJiiF +TGRfHdjlijyJfYEJErcqGe0Cnz0snGYzbILsuIsDfoC5OVRDlDhNEXmIoDGJ +OcSzCPPgWRVT9GqlUOwo+FPv2lcVe1M0UERcEAFfoViXvFdoiuyO8tfJg08I +yxDtOuH5+wUxWmC6I44WJUumSFIsX94VXH5gtekIkxkajOc5HQCmil8b5xU1 +Qw6bub/jwYcU2hgirpohCgPu9hzwMb2iY5cNzVD625y0N/89P3YvUMjBDEmx +nH/YDua/R6Xv6GmGhr1e35gA/1V2Dt0KNUOOs1znV8DVxrLqA4lmiFI+e28b +bD5y9/tGphm6dU6vktoC5p+pU3SMaIbyDlHZM4GVTt4/LVdhhrZ+1HLwgX+X +a1NdrDVDqoP245fB/wS3vcqwGUquZn1+DSwAqRluMkPfkvuUDMCTPeQ++s1m +SMbHb9cGHLO3P9wfHG55seIRWKLc/qzcOzM0rfzZNhh8+161QkyDGRIUSDyT +BBacUKPweGuGvOmujeWCzV/Kpe1WmqHe9e2IN+CQQqpbp4vNENtEoeIHMKck +X+zQazPkhE12RsGxh391CqaYoaYMuvIlMG05fTRftBmiC2y22QCfP+IR2f3M +DJnZubJTWBIJWW0D/gwPzVDZjfOjJ8Ffrikq0tiYIbKL4+HnwE0vuBqL9M2Q +1qnQK5fAl4fi/pLC/GTtSG8rgtf8hPdRXTRD67M/SnXA6R3FVG1sZig+T5PN +FWxa0HrJddUULYUfGHkKDuYgnLafNEXi96vCYsETwXke59+ZovHLp7fKwXLa +4vRboaaIqWtu6A/4D1MxuTsdxFdJTOh+K8g/os+2/ftpgupiFeWPgdNIe8NM +uk3Q7dt5xSLgvF+XiQtPTdCrH04hTuAGvpqMpF5j9HOAQ84H/FSwIL/uiTGS +rR7aiASbJJ5Y+MpljOa8JayKwYc1syLDH9xGnHT7ZH+AWcxMk39vGyLX9dK/ +u+DbRtVXXJIMUeu4RSHtHRgPWdIPqmKGyDqj7bQAWGtxqon7rgHKuxC5bgc2 +/CrMkf9WHwnoshYsgwmPm83ecOigrqOr5VtgdaawR9Jp2sius62O2ppIoDZZ +6otg1kZ5ss49AmBlxeOXh+i0ECdfy29n8PLUS7Lbv24ipn22ElvgqRabvcDj +1xBVfmXrIRs438sGe2+eFUG5liE9TGDe51wvOvoF0VU2k1F+sIJXLiHShBc9 +i6Vcvg7mStK0dgw8g/Z5G9LEgF/WTRbMSM/KbGiRajHZEgmRWzOl+deEcPzh +EUN+cO3mNVZ+LREs1p5vKQN+a9GGGPUu4PtI280EzHixwzHppjj+zp2TlAlu +qxoLerqfgBd21Wb57KD/H6yu6gkoYUkp7Q9S4FUtjf03/irhyIeGJarghYQJ +qVt1V7HUqo2PHbh5mS7OnaCCo74EsBfY/ff94FOZQnY1vMQVQfkWnPFHS5Gy +Xw1LW8T96gAXGZpqcHip46XpzMav4KuppPaOPdcxGmw05bWH+1qxZH0jx00c +c/SD8mVwYxJ7gYvDTbys3it8DazQS0Nzp+omjvswvc8WXOxJRrsjr4FXyBe/ +PALz37nhnxSggWUVvvUFgy9QX2C0/QDl9VtpeeAMRwvyF0qaWG6bNLgGTPNs +2nHNTxPHS1A5t9v/9/8ashwP66G8nEFuGcwo3ia1yq+FE3MvznE7EAkcdzzW +Ate18PdFqXYJsGSj3uVtDm2scFahVBn81Fv7aeh1bfwzRcP3Ljias26FJE0b +K07q2zwEH8yO7/7Uqo1fnDLVCALzhp+Rnl2G8ph7Z3LBTt30P3n4dXBynyvV +G/BcVCKv2zUd/IvW83cb+G5I4uzUHR2sqPp0fBQs1P3V1tgX6geFNi2Bc6oq +lbeTdPDv1ui8DbC+/0XWihIdfJXsRRTFPYgX/4cVwa06OEU2/RED+EDQ+X8e +Yzr4j2eu2XmwFK3EXsQy1H9brCIOzq3L/9e4CfU3q0Sugq8kyimeOKiLV8Uw +ox6YE180DqHTxSouraTW4N3ahQVOJl38qqRr2Q18uDDk5SKHLl77PtgfAP7w +a9G2hxvq803WxIPXS5f05vih/t1P6a/BgvxG4exCung9ezm4CkzRHaUbAb42 +/8v5/X/lHHtsAoJQn33z1sh//cOzbiR8UP82ifxnMAPVAiXlOV2smnyQ9y/4 +xtbbTBU2XZw+RnvsoCORIL/27mLbSV28QU+/RQ8Oio394E+ji9W0mD9xgS+U +vA7x26eL58ZvPhYDa52SWzmyqoNdTZ8dUwR3H716fmNeB1Mt1eRrg59fehAp +NQjj4/BD3hJc4P4kcrZRB4uscUy6gLnb0guXiTq49bGeiz+YUU8vxCBBB38P +bMzMAEe9i/f1s9bBvofXpcrADa+5jeTUdTB9HM9QE7iq1O+Bu4gORhnRB+bA +oR1eX2+ta+NB7raXv8BcuO3D4WFtbF28fXGfE8xfrOKiark2jqyztGID11GP +DTjZaeOzCkm7gmDVnxyjZorauLq9Ow6BW4K4vL+zaOPZkUvvb4NrzjqTf+nQ +wiK/Kc+/BBOmrWXXT2jhVneZhgKwYOEQp9KCJr6156z3FvzZOEzEAPJVP+rJ +wAlwn9yK7tw1TTzIVfjllDOMByen0sF7GtiaOOfD7fzf99sGNocuauBt0ZOM +EmAHJQvLvc2bmFPWW0UPXCbVS+j2voldDTTy48DZz44VEn1vYAbYro/dh/GU +ff2/Cu48HsotjAN4llQqsi9ZM7Yh60yy5MxIZZmylBKqoUZKlty49nWsWQoR +Ci2UNYoormMnW0WWRLJUEhGFQt3Hn9/POzPvnPOe87y/Z2Y+I3T1GQ3b/dKf +23YF6nuHNkep8n6sfzxlUByc9t8Tj5VAAyz9ZKZRBcwrucUz8xUVf7p0K80c +/Ntmia7qQcHuH34ZJIMtB+bLmXRdzGwpu7HTE+pf0c5AE5oadiRsC1YGc/kJ +Diz07sbGIWcv7gP7768/n8evhLl0edEZcHxzzuzmVFl8s9ht8i649FyWlNQl +AVx4g6hL9Cqi1Lzdbvl0lB/Fz4fI6oKtOLbXbuIQRZfN3nLTwHphWZ/zpSTR +ni1REy7gZPb25LwMAqr1/xhXChZdCZ2qclNBb85mf9j7Lxyfoiff99iLntYu +tRmD/Z9turcSrY3SxM3KbcDx+cGeIbd10On+tWh/8KNrdZVdlXpo0sRWsxb8 +q6OUgM5Q0Jq6YMQhb7gequGGAqv7UQpPttkJMF19dOT0aUOk9l1R5DyYSj8c +kVxjiBxK9hVGgEOiTOpLvQ+gVhVGdxP4tMH8kn7PQWTPNZvRu/54pvNdD8Ih +9HvGm/ER3B96u9njn0Nod1HsMrsP9DtybHodnEYoUalMwhAc62/OvClhjJS2 +6k8eBb9ENSfGTxmjxqmW0rNgZ0G+X5/SjdFS3jvDMHD/9rCjvFwm6Fo0gysJ +zPwlf1LL0AQRL8z23wWXRQU2cXubIDsFNud6sFKthEv/gAn6uSmO1A2WdK6+ +0LTRFMV/FvwzCu6uMDM7p2aKFFqyW76DtbaFfH9ibYrqconXWXzh/tKYaFEW +aIpsIspseMAWwoRMxl1T9IOhT5AGz6bNabQ2mCI5WcsKCjjjuQTz3l9ThNmH +gs3BK18F+sVFach6gmFCB5dtGc6kadDQfMMsnzs4juMqv7oRDV295zMcBC44 +fO1Why0NEcLYHiSAT9raN0u50FCNQ5x7FljhkARN1Z+GThgI6TwCfyzQ4v0d +RUNz0nfYMJhQuUM+LImGYliUOrt81+9HmfUdGTQkM1qW8h5Mv8d+8O0dGqqu +1ad/A1+wVdUtyKGh49mtin/ApwYuHjvwgIZmgywXtvtBvtFads7PpaGoM0PV +4mBKc1bY8D0a2oUcI3aDP7FQG0czaahKYs5sH/jYFnrA81QaOvbHR+QwOLWx +hOAcT0PfhtnG7cC5j7OslkJpKPK/uMJL4DGvgVcOnjQkdVvIyx88qNjmV8qg +oef+d1Ds+vkDFemfj9LQUTulLbfA3F3uBZspNDStW95dAB7eeLpYBPrNiJ3o +VhV4KNl1SIKXhiRXWhntYKnzJ9vFlk1R5aCl6juw8GiEhvCQKfqa5lj/G7zK +GjEtmmmKmD5zVzn9Yf8crrFQ9jdFEid9rUTB9pNfLM1gPZgLx09qg1d9RHJH +OE3R3i4ddlPwn4wi9hfDJkiS+VnSDvx34KdpVLEJ+jZLOREI3px3/ESusQnq +y5nxSABHJUvY8fOboP9s0+OzwU7zxBdeQ8YotmWhqR4coW02s/e8MboSkD3a +A34jv5ctT9EY2WoeXpsA71cl7lOZMkLErFzSpgDIL4w+ajrDCL3wOnnPFDxV +0iD37eAhVKLMge3Afqz7uVZ/H0Q3xx4PuoDjJ/qtHIsOIqcj23ivgX2lLNI8 +tx9EHHI4+A24+O2T0ZgqQ2TQSzh9KrCI0ltf8k1lgIqIV1/7uIL33XX1S/Ki +Ih5q4I0gMPf1EukFPir6UNjfcQdcb+Wo3WlKQUHMGN1P4JAlmwUph32oWnNO +2C2oiJL+r5D2SvkeRE6s6gkOLqKI+NX9Ee2VRnbXb2RdBxc30M0aCFIo9Jqb +813wALI+9G5KDHXFy7A1gjvfTumWkASR49WrGptCIC+Z6QWGv2VBN5m21+PA +Y30WFz/27sA1YeRTmWALtoO97It8eCKUW/ERuP1MT9c8txBWD2mofQVWkIob +N1ETx20BSnN8oUWU98O4xyiegFe8Vo6kgxsKeJw/PlPFu7x6RQvAXMKVW4rC +1bCR56NPVeCHT94c3qSsjpP/ORs4DN6qL1LqdlkDK7u3F0mFQX0yW4z4OkzC +lm45PupgQech8SAPMvZ2DTpgAP75Qn7Snn0PbrqkOXwWzC9yl2teUgufvpCx +7QHYV1Yh4ARZGzOdPAcqwP79E7EBT7Rx/nmz+63gZMdf+mUqOniJwaY3Bd6u +xvZCW0wXSzCGN62AVXSM/P3jdbHhuYqerUzIq7+roirWdPE1B2fn3WBXy4Rs +lh49/NT+gJY+OCZde4xDex8eokuymYG7DuR/mcvYhxXO9KS7g9ufSf1wsNbH +dba6bU/AAb8ZAqcKEM4cPuTZAI62fscjuICw75ljUj1gE93LpaxiFEw66+I1 +D54r+3G71o6CeT76SLOGQ/8oqvd0ox8Ff3OM6OAB64bI3xlPpeCHF7N2qYPv +2XC+cOqk4PDpgk4K2L31SwX3Jwp2cK30NgefH/81dGSNgtFcowwdPIadreT4 +qFjM43WXW/j674u8T6bIU/GvhWGfIPAcm65elg4V93lOERLAI70hzlQaFT9Z +WnyZCW46/8AtwI4K/Q6bXzE4+qjD16POVOyywi1XA+a/kJLR5E3FJgFirzvB +SikyJ3qYVCz/V8F/GJz39zFXYAIVs4eQ5WfAWyNCO5pvUvEoq0H3KtgkU6Ws +OJuKa5hHArZFQP/l4cuq9YCKMzhsFcTALoGC2+0Lqdg76nyPEnhjAsNApYSK +rTivBOqCheQoitmPqVgjNljRFBx86Sm98gkVc3PFvbEBS8W8yvIGTyekBV2M +WO/HD5ePlVLxC55coi/YmdU+crmYinOTHvdGR6znS1e+6nwqDhPAwWlgx5gm +F9UcKqantivlgXWqrOuOZVLxPpGBvkpw1MN/zVRSqFg0YyKkFSwWxnSriaXi +JbHvygNgQlpe/KZQKn6Tudb/GXzYIU51mxcVl0pxhi2BTY5tnOpyouL4u4Iq +myIhn4S0XLS0oWKjXFWmHJgtPHIgV5uKZRX0VPeA7f6EMgPg+rHmGw0eAOuY +SV6R4qfi6iJ7NQZ4T1GSR/8XCk5TdX13Bazld2fwezcFe5X6RjDB3o1cez8+ +p2C18qShe+DLAnyHz0VS8Hat7Mgn4IZnpjOLzhQ8VVmo0QDm2vHPUXczCr5f +3RQ1Bl6U51mR5aNg4cYlknRUEUUi9dfwVjGEfx5g/6AGZpZn/XV9o4+7W3Zc +pYCv5LbPD8Xo49h2xdEz4D/mf3h/f9+H/3bbxmWCD3K/1yHk62Gi0tWYR2C7 +d8oBl2h6+HjY88hasONLf0bltC4u1BQJHQPv+Jfjvyh5XXwyuc9LLrqIkmM4 +ccE8Uhs/sbKgF4PHiqMSZ36R8fui4FMYfOXHp7LlEDLm5CixeQX2b5nrbNlM +xvSnXFbz4MmjERITvCS8XajDeE9MEeWi6P0QL1ENfH7goGYNOF2jwliTXRkn +qnmpvQT3pQQfubtMxDVRObs/gPM+TnKrTCtifm12Bdar0L90R+pteC2P69Lq +xA6CrWcb5oyTZfBOWz2OLnD6V6cDI7sF8cth9bfDsVA/ppY+uehvRI8rk8pn +wG/sPY0Z45tRctLP62ux65/f2U6Fh2xD1sbPTMTjiihmdTzvCW940IcySrUd ++M7truLMDmE0d9Us6x148a7Sg+qfu1C3Y6nfV/B5RvXfjmoZVEbls14BD7Z4 +1BiHEJD3Ut+OnfGwH12fPD3JKoc2nD0dagN28g0JzhhXQDt0XBhvwTEPrYTb +RVTQPP9L6hfw0oL5zsrHkL9n1SR+xa//H0Id3ctIFd3M+dEnnAD9SOihDwSy +GpLi8TeyBv+rPfjAaL86Yp0eJjiB52KT5nJC1dFEM2LxBreOnX5gWauOHvqz +PU8Fa7FXMK/t0UBqkzFK/Qnr34e+krTn0kS8DdObPoP32MUuriBN9OP2kYlF +sNtallGfmyaqPMp7W/Aa1KfzQrsM2zRRusoVHzmwu0GeY+8PTeS/pc9qD3h2 +sjL7jjgJwQ7hOg4uPb9tw+QFEtqVvjLFADOOsm+0jyMhds9TLZ7gRpHUGt5H +JPTJDN8LB/8WNFpc7SKhVqJ08A3w04tKaZIzJJS/McwuB6wfWVHhu4WMYj9M +7C0Hi1KSw7kIZGSe8vD7G/Ar38zC0aNk5P5cK3ACvFaVF17lREbX3zdz/gAn +ZjweGPUjo8esx1PZrkN+CtjrbRVHRt1yH2X4wFscNhwXuk1GCyZXSnaBL2e8 +DVUoICN+N7Z9GmApD7pKTAUZkZISX1DBniM1ufvqyciqQvq4BdjEytnasJ2M +vN6VjNHBPNEfO7O6ySjlL3JzB391u/zIYoCMKmRergSBqeav6m2HyGjg0Omo +hHVzLk/h92S07DzDnwXujm6VDx4hI5Fr/neKwc3++EYmHNcp26pSAzbfn+8i +Ds+3GUh/3gkOIh9n/9tPRr6rioeGwemaqO0AnD9D6lnPNLj8lp7pjzYyqjY0 +oq+Cf2Ypq2yH9z/k1D+9NRHmf0MmKQnGtxbr6LMTXGjqrRMN45co/blRCayV +cJc8D/Oj38tM1AHbpT4kv44nozO/+CRNwIFlp88qBpJRsPi9gpPgBQJzwx9n +Msqmauy9AFYRPHfe0pqM6hh1jd7gSTNPTuJ+MhqLNreIAv9JW/4nSpmMWItH +hlPBVv03DlzmJyOZbteLD8BsI0tak79J6JxoXFgz+ELy2e6EBhJi6ovt6AOH +6uvZtuaQUI5Dwa2P67Z90JQZAesr/0U5exLcL1KSp8iGJLTppbUBP7i8rHX3 +XykSUlj43CUDdhsXPfvvqia6oMsxaQD+/qkuNuKRJoo5c+OKJXiKIXdfLlIT +5YcRWBzALlOT85GnNNF0u4FoCNh252vKHQ5N5GoXRMNgfTbq1QoTDRQfzPW2 +C9ybmdjxRVgDPbp/m/EenF8Ytsb+SR3NTVcFroF1/D7Lbg1QR/8ELJfoJhdR +llOHVKYz1ZB35mWBynXbtdQ9cNmNPt+U+dEKXtosJrFnVBkdT+rtfgvOGjAW +4jiqjEhR2tdWwHadJ+tz1ZXQ7GWWrehGEYXT76fb9SEF5Hjg+oZmsF/qL02H +RRlkNV3ytScF8pXb6gq/CR9q/OTQNgEub9M6FbrKgzRG+fN+gsObjV11Hu1A +O/q8HYVSiyi7mx/wryhtQx2YMmoDlnb7qvS6nwUZJr3qGwUL6A/FpUx11zyJ +Cy2fB994RPsQeWy8ZlcUKZntJoy3d5PUjMxMzYaAmxay4FfDNV7cRss1VY70 +DiewgnHFe9O7G7GGzlzdLHgt6srv+XY+bF3xJugv+ECbQJ9yOz8OJD3bx50G +ecNnVdOvRQC/UAl9pgK+wpvMEK4QwnQZ/lIX8LhcYvRz9504InvZNQDsFh+0 +f/W4GC4QH1aOA/tYFIR90BbHi0K5DwvB582li0/9lMBx2/ZmfwX/ZF2mT0tJ +48fRYqdXwDcrPqOZcGk8wMEitjW9iPKt5lbrji/SmMDSlkoEu/2tqCrI24Wf +/7RNuACmdY0vFfER8AcPymEfcIUXbkQXCJhjjrA1GmzXEuv9qpqALaZmIh6C +pbR2/R45JYsn3wcFfgbnhaeM2ETKYS67c3pL4NmTM/IRHXKY9NboN0cG1CPl +vfdTueVxUA+PlxzYyrCAeC5BHt83X9Tcs279ALGdHfK4rXPw+wGwjbQ7TwmH +AhZsvefCAG84qfrMxVMB6x2IUvIE37Gef5KUp4Dt6y99YYKvq4VRE98p4MJq +MuM+2MltgSmgrYi7tUVlyjLW+3O+kZvnFPHy0z8fGsBkR3n++ThFvL+0xW4c +XIgs1GQHFbGTSqHoArg21I7376oiji+4NsB6C+Z3oq+xWJyIyxQ8U3jBUkkZ +xSQ9Ih7MOXlsF/gsjx79ujURb5DR59UAx+v/l9TkQcSy2bteUcEL/RbK3TFE +bCK+Kd4CnLnEs6cym4jd07+a2oNzlx999C4j4hShV1sug2uuEW8KNBNxdXJZ +SzC4wsy/O6GXiMd40sKvgRlhRtQvY0S8KSFgfzaY40x4pcw3Ilbe5sBSAt7d +JKNJXSJiy+iDGIOvOZd17/9DxN4cSgEvwVXpnCO72ZRwZhi37gjY9cJQEwuH +Em41vdM5B77YlC74FLzAp0lnvV1EOZ6h2dHProQlhhrn+cCpY0pfL25Qwkb3 +j4fLgh/noZJ/fhGxx6VJIS3wEO+DhMVZIr5F8s03ApcqnSAtjxNx8+rWfTZg +6yz9oAAYz/fG2y+dwUHegRFXG4lYLE7VIQCctJSZLF9KxAet6n7Egwcza+VP +ZMB8iR+NzAafjX4xJxlGxOkfJ0Qeg38qJ3RHOhFxY5FXYQOYO3P1Q7IpEc96 +bka94DMMMv2wMhEbciifW15//WrnosFPiti167/FLZlFlNW1vunqWkV8M8Us +eid4b7JwIOOmIp6R+6dYHxxjYkqXoypi4Vl2qjmYf/xY8GFeRWxQkdJjDxaT +CYq3HlXAKYeeLzPBndKar7V9FHAtN+1qCvheoii/lIEC/to/LP4QPJ8xcYZz +iwKmOLHsbwfH8fjWbbsuj79EGcXxZEE9iFuaqIqRw/wWg5Iy4GE2+ftlhnJY +X+TSYxK4ivWRxPKqLE7MS+g/AU5dyx9gOslivbY+6Uzwg+mSv3XKBBy/lfGU +mF1EGW1RZPPxkMaVPYtGeuBbzGF6mYA0Hs+IencYLLDHOXqwQgrvVS7ccBm8 +YjDZvWteEo/SFkwqwLcPHeLN+SCGtwmED7eCx9tmJUSFxfCeYUH3QXDnzsRl +riM7cYyLzo01cP8MabCzXASXkTvkue/A+kzb3lb/WRiPrJ16LgUOFfW2jBMW +xpzNszQNsC/BbMzASAiT4kNG9oMjDtWPLXsJ4v8BCJkkRw== + "]]}, + "Charting`Private`Tag$1345426#2"]}}, {}}, { + DisplayFunction -> Identity, Ticks -> {Automatic, Automatic}, + AxesOrigin -> {Automatic, 0}, FrameTicks -> {{Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}, {Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}}, + GridLines -> {None, None}, DisplayFunction -> Identity, + PlotRangePadding -> {{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.05], + Scaled[0.05]}}, PlotRangeClipping -> True, ImagePadding -> All, + DisplayFunction -> Identity, AspectRatio -> GoldenRatio^(-1), + Axes -> {True, True}, AxesLabel -> {None, None}, + AxesOrigin -> {3692.6325686726677`, 0}, DisplayFunction :> Identity, + Epilog -> { + Point[CompressedData[" +1:eJw113k8l1kXAHDZlRZLicpeTQshlRZ1aKWmGq9oEYVSQyS0o4Yi1JBKiZIl +Q8/5oYbsWUYohZIWCpVKYbJWjHrvO+e+f/0+38/z/J7nnHPvPfc+Wo4eVjvE +xcTEDIaJif3vN032btPS5wK8zdyloO1fv+RfvxAgavGFI/GGdeQGAZ49f6Gc +MKOW3ChA876Nap7i98kvBZhh35BSFVtCfiXAUf2q1P63N8lNAnSPVR7RJWV9 +5183C3ClZER4TuwtcosAUz7Hy59RKSW/FkBcwv3k7PP3yW8EiNY4l6fsUUt+ +K8ARo78ljCzqyK0CXBh8bNBpUE9+J8DkcFmj9XJPye8FuHvZ1epHCb/+QQDr +os4ruvZPyG0CxNtfCbb79Ij8UQDHPD9NVZVq8icBzA+9q5N/eZfcLkBtirVC +t1keuUOARxIXvIJ2XiV3ChD2si1S4tZ1yv9vAR4n1DttNS4gf2bPL+tIVNxw +l9wlgGGL7aFY1ypytwBDfunRa5fVkHvYded+p6xFvP69AizTSTqaNJ67T4AJ +jTeW1lZWk/sFiLkfcSbgGB+fLwIoG19uycgoI38V4GZT/AHTeB7PNwG2nXT2 +nx6I5AEBXhhXTzKKWUn5DLL8ZkUr77ITyP+w+/V2Oatb55KHBFhumZQ0v6eY +/F0A+/1X08CwjPxDgE8JbsYzSnj9xBBak1W0rRO5hyF8yrAyf9f7F1kc4Wxk +1Wm1dv48CYSkbHOVxWm83pIIG8Iv7d809SZZCsEQF32MHhlHlkZAffGT1xv8 +KB8ZhNx7BTWzJPh4yCKcuRh0OzCGz085hBQtc2PFNdnk4QjzfpOMzqjMI49A +GLnQN1F+KJ8sj6BeaPYyb4BfH4kQtiG8UfSD/38Ugq/Litz63X+SRyO8X+rX +cHUrr+8YBE+twtKK+DiyAkKTRdSf+918yYoIcRJTBjxGRVA+SgjP/c5pyGon +kJURnroExMYdvEEei7CqyP9NSlg6eRzCrPaG3anvM8gqCLHPdYKlarnHI0xe +m+7/yYXfr4qQ2JS/eHgZf54awh/udxMUxiSRJyAkTy9Z9Sk5mjwRofBj8rrD +bYHkSQjft+fEznjoTfGrs3o3vXktYRBJ1kCYMqdp9aGoK2RNhPD9c61uOSaQ +tRB6tgdU2qQnkbURXi0xT5DW5+Olg5Buf8B+z9dEsi7CgsxT5e6W8eTJbD5k ++m7za48hT0HoMBTTjMvl75+KsGZF+GiVqwHknxC61RZISLd+L/zX0xCkFSq9 +WzV/o3ymI8gsf5MUIwonz0B4srtCJO1+gTwTYUimxDNXhtdDD8FN8fScSKfL +ZH0EqSm6MfMv8OuzENbvrYjva4giGyDAAx+HwfBIsiGC1zc071oXRjZCOH3j +mZn3kmPk2Qih6zqKP4Y6kI0RqjFaXjbRnfKZgxA0ceSYZ3eOk+ciOJWL2QWm +nyLPQ/jJ5rFawajfySYIogBbTY26cPJ8hMHq5W6DxdwLEEqKs/R/NJ4hL0TY +tzohdLhaCHkRwlLbO9KmJbyepgibUr+cftl8kLyYve/W8FmlKk7kJQjD9hvF +qClsoPgBwaA/Psjy6D6yGULRvaLsclNfsjlChWtQXrcPH4+lCDm3e6oHLvL5 +tgxB32XeL3LiJ8jL2frJXmal/CCAvALha4nJGfXZx8krmb+HBSvLHCGvQtjp +bK930oS/34KNf1dHWtGJ7WRLBLV+z4lbUrQp/tUIVWnGLw4udCSvYddvvbkW +bL6X/DOCo+/o2qoLPuS1bH4e9dK4/ZzXYx2Chs+T0VVfDpHXs/GtvDrimiz3 +LwimO+XdAiz2k60QxiYohmeO3Uf+D8KVAWN51dzdZGu2PlaXbld3sSNvQAiw +2OLs62JMtkG46Jn/aByup3xsEYzld680yuT5bUTIv680I2VgF3kTwuhduVUW +5XvImxEmiude7uz2IG9B+CxWrW0Tym2HoPhQKjz2oRt5K+s3yXp7I7T58+zZ +eokRK70j50h2QBCKfnOO1rchb2P1PnZQMlB5CXk7G8/WnNl1uiYUvyMbH7m5 ++d1LrMhOrB8Oc6t5PZbn68zW2y9ac3r9t5N3ICx+3+r80xY+33YiOLtKhdhE +c7uwerV55Fhv5uO3C8Fj0sM/hEQH8m6E6YW1HZaXN5J/Zf0uLK6qYNV6sitb +n2uX5PldMSW7sX67yyVEW30sxb8HQdfwwOMYP3OyO0KWkkguMGMd2YPFO/Ks +ek0uP//sRdC7/NFF5oYt2RMhVdl8YPiljeR9CFF3Zup5xPDrXgirbyl4/PU3 +/783W/8Oq064tPHx9WHzo7zZPrqV79f72ftsQjeZ/DOffABB57XKJG+VMeSD +rB7ndn4XuRlQPofYdYWOnHdfgHwYoSA9e3hH1kryEYTH0yMdktXWkI8i1J+1 +AdUfP5N9ETp9ZwSHenH7IdSaTlJflmlJ9kd4ltT/0/SpK8jHELyj15eYrOTv +O45w7B+fNQeWzyb/htA8q3hCqtU4cgBbHz3a2WPvTaL4A9n/F5336msxIp9g +82v0Hw6DQwvJJxFG5O18kq9jRg5CaL+UYg1FfHyC2Xyq1Dx4/wn3KdbvHsx5 +rRzA7w9h9Vv4rWDguyk5FOHbPP9zMdPmkcNYfyo0q9+5TZ98mu2fOjOnP1Kc +QD6D0DCi4IX44/7F//p3BCPDVyd6LmpRPuEIx2fG/Dido0eOQHh71Xnh8v/n +fxYhftym8M11c8iR7Lx0w2DVqGNzyecQ7uZVi3k68evnEQJN5zYeyjEiX2Dr +L33M6vc3+POjWD4xOh9sFuiSL7J+VNg9tKNdiXyJzee4B9e+JJbQfhiNML7i +dM7FICXK5zLCR5FkwdQaLXIMgoX0+afDeqaSYxGKDV4E2L2aQb7C4t15qqTd +W498FSHYUlLWqWImOQ7h5PzAqs3K08nXEBaNSteIzJpMjmfrzWdpvslkTXIC +2y8TsxsXV/B4Elk9y6OqnB8OUrxJ7Dwxb39WaX0v1fs6guw+tWeNOJryS2bn +J7mU5jDz8eQ/EEKWqr7YL6FOTkHoa7m7PnevJjkVoSW/8vPP//cNBGuTiSfn +L+L3CwilvYPBXVtVycjOpybX5OUfKZJFbH+LPKA83luanMb60elNP+70tVF8 +6Qjnai52LOjrovgzEH5VdZhW90ia8rvJzp8t+vXBYxTIt9h6C5EeWaPB+82f +rF/v2aA+8VcVciY7X8imaNh84M5i9b2dW/s8axz5NsLRKsFu6xhlcjaL10An +sXcF7wc5CJr30heUHZAh5yJMyCyaXL2F1zcPQcxu7+aNLU3kfATX2bF9GRFv +KJ8Ctn46t8bp/vmVXMjmW1Ve8eSeYZT/HYQ9M04lbnaVIhexfOyV1soir08x +m1+XPts2PuTXSxD6l+bYuo+SIJciKBlrepSED9Hz/0Io602E/Jfd5DKEcV39 +wQoDDeS7bH+yjLXdZlZH8Zaz81j9mITDTp/JFaw+V9Y5NhgMkCvZfpSRnaTQ +KUb530PYmv7p1Fp/CfJ9hLTfxeeYZ0qSq9j5vqTQt+0c9wOEW9PK5fwX8fsf +Ilyz78rSb+LPq0aY4y+RruXP61nD+pfnY48mq15yLTtPvv7dyxPbyI9Yv1GJ +0AkNrCc/ZufV/8zN9pqQQvnVIajOc1sh1fWU/ITtB9+OqIy24+NRj2C1K1fV +3e09+SnCiQBdx7maH8jPENpuyCefTWslP2f5OKd6loY0k18gJBx/Wbkm+hG5 +AWGjfPfUlKLz5EaEterKGyU1aim+l2y8zETT9YQW8iuEB4dlIrIGeD5N7Pto +wF8j34fXv5mdj4KGIjyG95BbEJZ4mYsmx/B6vEawXT64Mlmrj/wGYeXaaVG5 +1/n1twhTCxwiT1nw/7ey+nd0SD6fy9fTO9Y/ZNRLPlp2kN+z772Id/kH4t+T +P7D6b+zIcmjn8bax+h/12XFz1nPyR5a/uZK7tUwN+RPrF21Bd35tKSa3s+8J +xcbiQ7oZ5A72vbnpTEZi7jVyJ+sX0Rbny12SyH+z87ZqS0pAeib5M9v/2995 +emn8Re5i/W2xVNTBcfx93QgrTnRdb+7k49/D4pXpnnRY4hW5l53fHn2PsnF6 +Te5j8TVqvrGxbyX3s/HKiksJK+b5fmH9vdSj2NqVj8dXlq98lvR9y4/kb+z7 +av7w1KsO3AMIMZnxp75k8/sHEbbrNc1J2/eB/A/7nnTa27f65jvyEOufQzXR +IQlvyd/Zfm0jlurqzeP7wc7fiYavAn5pJouJwCtzB5aVNZKHiUDDPudT2lle +f3ERfK3YPM90/lOyhAiCfw7qvFj3hCwpgp0OoWY2rtxSIig0sx1R/ZlbWgTF +TwxDbFby/8uIILFxhJTSMv58WREckWvdvuxWQ+F/ASMrrr0= + "]]}, + Frame -> {{True, True}, {True, True}}, + FrameLabel -> {{"h", None}, {"t/M", None}}, FrameStyle -> Directive[ + GrayLevel[0], Bold, 16], + FrameTicks -> {{Automatic, Automatic}, {Automatic, Automatic}}, + GridLines -> {None, None}, GridLinesStyle -> Directive[ + GrayLevel[0.5, 0.4]], ImageSize -> Large, + Method -> { + "DefaultBoundaryStyle" -> Automatic, + "DefaultGraphicsInteraction" -> { + "Version" -> 1.2, "TrackMousePosition" -> {True, False}, + "Effects" -> { + "Highlight" -> {"ratio" -> 2}, "HighlightPoint" -> {"ratio" -> 2}, + "Droplines" -> { + "freeformCursorMode" -> True, + "placement" -> {"x" -> "All", "y" -> "None"}}}}, + "DefaultMeshStyle" -> AbsolutePointSize[6], "ScalingFunctions" -> + None, "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}}, PlotRange -> {All, All}, PlotRangeClipping -> + True, PlotRangePadding -> {{Automatic, Automatic}, { + Automatic, Automatic}}, Ticks -> {Automatic, Automatic}}], + Placed[ + Unevaluated[ + LineLegend[{ + Directive[ + Opacity[1.], + RGBColor[0.368417, 0.506779, 0.709798], + AbsoluteThickness[1.6]], + Directive[ + Opacity[1.], + RGBColor[0.880722, 0.611041, 0.142051], + AbsoluteThickness[1.6]]}, {"\[Alpha],\[Beta] fit", "Amp. fit"}, + LegendMarkers -> None, LabelStyle -> {}, LegendLayout -> "Column"]], { + 0.8, 0.8}, Identity]]& ], + AutoDelete->True, + Editable->True, + SelectWithContents->False, + Selectable->True]], "Output", + CellChangeTimes->{{3.8000825781349707`*^9, 3.800082593911091*^9}, { + 3.8000826748389883`*^9, 3.800082699234873*^9}, {3.8000828121254997`*^9, + 3.8000828434436827`*^9}, 3.800082882237578*^9}, + CellLabel-> + "Out[247]=",ExpressionUUID->"1aa1484e-3091-4abb-ab54-d5ed62b879af"] +}, Open ]] +}, Closed]], + +Cell[CellGroupData[{ + +Cell["Vary the fundamental frequency by \[Alpha]0", "Subsubsection", + CellChangeTimes->{{3.799115057201908*^9, 3.799115066138445*^9}, { + 3.7991152472676363`*^9, + 3.7991152498458776`*^9}},ExpressionUUID->"98e8a312-8384-4f84-bb0e-\ +9d9d5c065687"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"ans", "=", + RowBox[{"OvertoneModelV2", "[", + RowBox[{"0", ",", + RowBox[{"{", + RowBox[{"\[Eta]", ",", "\[Chi]1", ",", "\[Chi]2"}], "}"}], ",", "t0", + ",", + RowBox[{"\"\<Fit\[Alpha]\>\"", "\[Rule]", + RowBox[{"{", "0", "}"}]}], ",", + RowBox[{"\"\<ModesData\>\"", "->", "Modedata"}]}], "]"}]}]], "Input", + CellChangeTimes->{{3.7719126954260683`*^9, 3.7719126960509377`*^9}, + 3.772190879394601*^9, 3.772190912245661*^9, {3.772270675242669*^9, + 3.772270682378269*^9}, 3.772270740645396*^9, 3.772270904438295*^9, + 3.772272345271227*^9, {3.772274194501246*^9, 3.7722741946699333`*^9}, + 3.772276304775291*^9, {3.776580232087463*^9, 3.776580232803733*^9}, { + 3.799118420971149*^9, 3.799118433523199*^9}}, + CellLabel->"In[76]:=",ExpressionUUID->"641f4c7f-5aa2-4a6c-aa9a-77d5fc2cacc3"], + +Cell[BoxData[ + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "0.08519031369657866`"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"-", "3692.632566631851`"}], "+", "t"}], ")"}]}]], " ", "x0", + " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"0.5557334030122436`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]0"}], ")"}]}], "]"}], "+", + RowBox[{"\[ImaginaryI]", " ", + RowBox[{"Sin", "[", + RowBox[{"0.5557334030122436`", " ", "t", " ", + RowBox[{"(", + RowBox[{"1", "+", "\[Alpha]0"}], ")"}]}], "]"}]}]}], + ")"}]}]], "Output", + CellChangeTimes->{ + 3.771912696351233*^9, 3.771915636524478*^9, {3.772190866443425*^9, + 3.772190879748947*^9}, {3.772190912886876*^9, 3.772190919841774*^9}, { + 3.772259112296825*^9, 3.7722591194349117`*^9}, 3.772259196907247*^9, { + 3.772270669563594*^9, 3.772270684684761*^9}, 3.772270743031211*^9, + 3.772270791573689*^9, 3.772270906933229*^9, 3.772271101574853*^9, + 3.772272347781176*^9, 3.7722742993774643`*^9, 3.772276321450428*^9, + 3.772277157284883*^9, 3.772280180379204*^9, 3.772280241412292*^9, + 3.7723484649011393`*^9, 3.772367809824788*^9, 3.7723709055512342`*^9, + 3.772420017555667*^9, 3.7724325075813017`*^9, 3.77244395877771*^9, + 3.772875927385109*^9, 3.772878060233119*^9, 3.7734608490948668`*^9, + 3.773463473753642*^9, 3.773467498881816*^9, 3.773467621618012*^9, + 3.773470086678299*^9, 3.773989434153844*^9, 3.7765107323577642`*^9, + 3.776512039537344*^9, 3.776580235156128*^9, 3.7766687949852467`*^9, + 3.7766700708587437`*^9, 3.776680217628819*^9, 3.7766815847138023`*^9, + 3.777024871511217*^9, 3.777625676589872*^9, 3.777787125091895*^9, + 3.778242257363138*^9, 3.779015002381939*^9, 3.779016433176002*^9, + 3.77944289072727*^9, 3.7794460498084917`*^9, 3.779446177921129*^9, + 3.780060273369594*^9, 3.780061202800379*^9, 3.7800612878613453`*^9, + 3.7800613901434298`*^9, 3.7801151224270563`*^9, 3.780115492242325*^9, + 3.799115180236683*^9, 3.799118433868273*^9, 3.799122327729241*^9, + 3.79912264861863*^9}, + CellLabel->"Out[76]=",ExpressionUUID->"b9b7feae-ff99-46a3-aab6-7d983f96eb59"] +}, Open ]], + +Cell[BoxData[ + RowBox[{ + RowBox[{"tab\[Alpha]0", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"data", "=", + RowBox[{"Select", "[", + RowBox[{"mysxscase22modeRD", ",", " ", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", "tmax"}], + "&"}]}], "]"}]}], ";", "\[IndentingNewLine]", + RowBox[{"ansl", "=", + RowBox[{"ans", "/.", + RowBox[{"\[Alpha]0", "\[Rule]", + RowBox[{"i", "/", "100"}]}]}]}], ";", "\[IndentingNewLine]", + RowBox[{"cfit", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"data", ",", "ansl", ",", + RowBox[{"{", "x0", "}"}], ",", "t"}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"cfitd", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{"Normal", "[", "cfit", "]"}], "/.", + RowBox[{"t", "->", + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}]}], "}"}], "]"}]}], + ";", "\n", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Abs", "[", + RowBox[{"x0", "/.", + RowBox[{"cfit", "[", "\"\<BestFitParameters\>\"", "]"}]}], "]"}], + ",", + RowBox[{"1", "-", + RowBox[{"EasyMatchT", "[", + RowBox[{"data", ",", "cfitd", ",", "tmax", ",", + RowBox[{"tmax", "+", "90"}]}], "]"}]}]}], "}"}]}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"-", "200"}], ",", "200"}], "}"}]}], "]"}]}], ";"}]], "Input", + CellChangeTimes->{{3.77227641940447*^9, 3.772276571760974*^9}, { + 3.772276617100033*^9, 3.772276660991503*^9}, {3.772276696071072*^9, + 3.77227676129924*^9}, {3.772276848426461*^9, 3.772276863698061*^9}, { + 3.772277160480502*^9, 3.772277171212734*^9}, {3.77227720467899*^9, + 3.772277221411046*^9}, {3.772279935167618*^9, 3.772279936507579*^9}, { + 3.7722801978137712`*^9, 3.7722802027612886`*^9}, 3.772280265511322*^9, + 3.772420039319213*^9, {3.772443974439864*^9, 3.7724439827166157`*^9}, { + 3.772876178000577*^9, 3.7728761964469433`*^9}, {3.773463497653061*^9, + 3.773463520383292*^9}, {3.773463552569872*^9, 3.773463554324134*^9}, { + 3.773463619975368*^9, 3.773463621127183*^9}, {3.773463651686294*^9, + 3.773463688070713*^9}, {3.785048938790615*^9, 3.785048943987595*^9}}, + CellLabel->"In[77]:=",ExpressionUUID->"40aa2841-56bc-41fa-af9a-f0011ae04b3b"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"tab\[Alpha]015", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"data", "=", + RowBox[{"Select", "[", + RowBox[{"mysxscase22modeRD", ",", " ", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", + RowBox[{"tmax", "+", "15"}]}], "&"}]}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"ansl", "=", + RowBox[{"ans", "/.", + RowBox[{"\[Alpha]0", "\[Rule]", + RowBox[{"i", "/", "100"}]}]}]}], ";", "\[IndentingNewLine]", + RowBox[{"cfit", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"data", ",", "ansl", ",", + RowBox[{"{", "x0", "}"}], ",", "t"}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"cfitd", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{"Normal", "[", "cfit", "]"}], "/.", + RowBox[{"t", "->", + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}]}], "}"}], "]"}]}], + ";", "\n", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Abs", "[", + RowBox[{"x0", "/.", + RowBox[{"cfit", "[", "\"\<BestFitParameters\>\"", "]"}]}], "]"}], + ",", " ", + RowBox[{"1", "-", + RowBox[{"EasyMatchT", "[", + RowBox[{"data", ",", "cfitd", ",", "tmax", ",", + RowBox[{"tmax", "+", "90"}]}], "]"}]}]}], "}"}]}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"-", "200"}], ",", "200"}], "}"}]}], "]"}]}], ";"}]], "Input", + CellChangeTimes->{{3.77227641940447*^9, 3.772276571760974*^9}, { + 3.772276617100033*^9, 3.772276660991503*^9}, {3.772276696071072*^9, + 3.77227676129924*^9}, {3.772276848426461*^9, 3.772276863698061*^9}, { + 3.772277160480502*^9, 3.772277171212734*^9}, {3.77227720467899*^9, + 3.772277221411046*^9}, {3.77227733093605*^9, 3.772277338829114*^9}, { + 3.772279837978816*^9, 3.772279850720228*^9}, 3.772280276816083*^9, { + 3.772420046307941*^9, 3.772420048326426*^9}, {3.7724439907765923`*^9, + 3.772443993516225*^9}, 3.773463711473877*^9, {3.773463741689067*^9, + 3.773463746425205*^9}}, + CellLabel->"In[78]:=",ExpressionUUID->"48fb68db-7ddc-4355-b3e3-7c67542c5cb3"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"tab\[Alpha]028", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"data", "=", + RowBox[{"Select", "[", + RowBox[{"mysxscase22modeRD", ",", " ", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", + RowBox[{"tmax", "+", "28"}]}], "&"}]}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"ansl", "=", + RowBox[{"ans", "/.", + RowBox[{"\[Alpha]0", "\[Rule]", + RowBox[{"i", "/", "100"}]}]}]}], ";", "\[IndentingNewLine]", + RowBox[{"cfit", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"data", ",", "ansl", ",", + RowBox[{"{", "x0", "}"}], ",", "t"}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"cfitd", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{"Normal", "[", "cfit", "]"}], "/.", + RowBox[{"t", "->", + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}]}], "}"}], "]"}]}], + ";", "\n", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Abs", "[", + RowBox[{"x0", "/.", + RowBox[{"cfit", "[", "\"\<BestFitParameters\>\"", "]"}]}], "]"}], + ",", + RowBox[{"1", "-", + RowBox[{"EasyMatchT", "[", + RowBox[{"data", ",", "cfitd", ",", "tmax", ",", + RowBox[{"tmax", "+", "90"}]}], "]"}]}]}], "}"}]}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"-", "200"}], ",", "200"}], "}"}]}], "]"}]}], ";"}]], "Input", + CellChangeTimes->{{3.77227641940447*^9, 3.772276571760974*^9}, { + 3.772276617100033*^9, 3.772276660991503*^9}, {3.772276696071072*^9, + 3.77227676129924*^9}, {3.772276848426461*^9, 3.772276863698061*^9}, { + 3.772277160480502*^9, 3.772277171212734*^9}, {3.77227720467899*^9, + 3.772277221411046*^9}, {3.77227733093605*^9, 3.772277338829114*^9}, { + 3.772279837978816*^9, 3.772279850720228*^9}, 3.772280276816083*^9, { + 3.772348563387672*^9, 3.772348611219555*^9}, 3.772420054540668*^9, { + 3.772444000390121*^9, 3.7724440034756403`*^9}, {3.77346375978934*^9, + 3.773463779270755*^9}}, + CellLabel->"In[79]:=",ExpressionUUID->"e3d05467-70aa-4af2-bbea-ded297de077b"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"tab\[Alpha]12", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"data", "=", + RowBox[{"Select", "[", + RowBox[{"mysxscase22modeRD", ",", " ", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", + RowBox[{"tmax", "+", "12"}]}], "&"}]}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"ansl", "=", + RowBox[{"ans", "/.", + RowBox[{"\[Alpha]0", "\[Rule]", + RowBox[{"i", "/", "100"}]}]}]}], ";", "\[IndentingNewLine]", + RowBox[{"cfit", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"data", ",", "ansl", ",", + RowBox[{"{", "x0", "}"}], ",", "t"}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"cfitd", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{"Normal", "[", "cfit", "]"}], "/.", + RowBox[{"t", "->", + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}]}], "}"}], "]"}]}], + ";", "\n", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Abs", "[", + RowBox[{"x0", "/.", + RowBox[{"cfit", "[", "\"\<BestFitParameters\>\"", "]"}]}], "]"}], + ",", + RowBox[{"1", "-", + RowBox[{"EasyMatchT", "[", + RowBox[{"data", ",", "cfitd", ",", "tmax", ",", + RowBox[{"tmax", "+", "90"}]}], "]"}]}]}], "}"}]}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"-", "200"}], ",", "200"}], "}"}]}], "]"}]}], ";"}]], "Input", + CellChangeTimes->{{3.7722801524503813`*^9, 3.772280155729642*^9}, { + 3.772280286928177*^9, 3.772280292377633*^9}, {3.772280452305152*^9, + 3.772280452497431*^9}, 3.772420059844755*^9, {3.772432521501829*^9, + 3.772432525606181*^9}, {3.7724440090396433`*^9, 3.77244401145765*^9}, { + 3.773463790033011*^9, 3.773463803970008*^9}}, + CellLabel->"In[80]:=",ExpressionUUID->"a987b881-3553-4d0b-bfd1-f2cc77fdc93c"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"tab\[Alpha]33", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"data", "=", + RowBox[{"Select", "[", + RowBox[{"mysxscase22modeRD", ",", " ", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", + RowBox[{"tmax", "+", "3"}]}], "&"}]}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"ansl", "=", + RowBox[{"ans", "/.", + RowBox[{"\[Alpha]0", "\[Rule]", + RowBox[{"i", "/", "100"}]}]}]}], ";", "\[IndentingNewLine]", + RowBox[{"cfit", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"data", ",", "ansl", ",", + RowBox[{"{", "x0", "}"}], ",", "t"}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"cfitd", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{"Normal", "[", "cfit", "]"}], "/.", + RowBox[{"t", "->", + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}]}], "}"}], "]"}]}], + ";", "\n", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Abs", "[", + RowBox[{"x0", "/.", + RowBox[{"cfit", "[", "\"\<BestFitParameters\>\"", "]"}]}], "]"}], + ",", + RowBox[{"1", "-", + RowBox[{"EasyMatchT", "[", + RowBox[{"data", ",", "cfitd", ",", "tmax", ",", + RowBox[{"tmax", "+", "90"}]}], "]"}]}]}], "}"}]}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"-", "200"}], ",", "200"}], "}"}]}], "]"}]}], ";"}]], "Input", + CellChangeTimes->{{3.7722801524503813`*^9, 3.772280155729642*^9}, { + 3.772280286928177*^9, 3.772280292377633*^9}, {3.772280452305152*^9, + 3.772280452497431*^9}, 3.772420059844755*^9, {3.772432521501829*^9, + 3.772432544757739*^9}, {3.772444015620078*^9, 3.772444018421054*^9}, { + 3.773463814143963*^9, 3.7734638279040203`*^9}, 3.77346442513757*^9, + 3.799122638111816*^9}, + CellLabel->"In[81]:=",ExpressionUUID->"5029964e-c73e-444e-9bb7-d8edb0d1b357"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"tab\[Alpha]5", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"data", "=", + RowBox[{"Select", "[", + RowBox[{"mysxscase22modeRD", ",", " ", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", + RowBox[{"tmax", "+", "5"}]}], "&"}]}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"ansl", "=", + RowBox[{"ans", "/.", + RowBox[{"\[Alpha]0", "\[Rule]", + RowBox[{"i", "/", "100"}]}]}]}], ";", "\[IndentingNewLine]", + RowBox[{"cfit", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"data", ",", "ansl", ",", + RowBox[{"{", "x0", "}"}], ",", "t"}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"cfitd", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{"Normal", "[", "cfit", "]"}], "/.", + RowBox[{"t", "->", + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}]}], "}"}], "]"}]}], + ";", "\n", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Abs", "[", + RowBox[{"x0", "/.", + RowBox[{"cfit", "[", "\"\<BestFitParameters\>\"", "]"}]}], "]"}], + ",", + RowBox[{"1", "-", + RowBox[{"EasyMatchT", "[", + RowBox[{"data", ",", "cfitd", ",", "tmax", ",", + RowBox[{"tmax", "+", "90"}]}], "]"}]}]}], "}"}]}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"-", "200"}], ",", "200"}], "}"}]}], "]"}]}], ";"}]], "Input", + CellChangeTimes->{{3.7722801524503813`*^9, 3.772280155729642*^9}, { + 3.772280286928177*^9, 3.772280292377633*^9}, {3.772280452305152*^9, + 3.772280452497431*^9}, 3.772420059844755*^9, {3.772432521501829*^9, + 3.77243257137502*^9}, {3.7724440229053907`*^9, 3.772444026084797*^9}, { + 3.7734638360247517`*^9, 3.773463847506854*^9}}, + CellLabel->"In[82]:=",ExpressionUUID->"1dc2885c-0cd8-4aa2-9974-a97b64d8f1a3"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"tab\[Alpha]8", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"data", "=", + RowBox[{"Select", "[", + RowBox[{"mysxscase22modeRD", ",", " ", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", + RowBox[{"tmax", "+", "8"}]}], "&"}]}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"ansl", "=", + RowBox[{"ans", "/.", + RowBox[{"\[Alpha]0", "\[Rule]", + RowBox[{"i", "/", "100"}]}]}]}], ";", "\[IndentingNewLine]", + RowBox[{"cfit", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"data", ",", "ansl", ",", + RowBox[{"{", "x0", "}"}], ",", "t"}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"cfitd", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{"Normal", "[", "cfit", "]"}], "/.", + RowBox[{"t", "->", + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}]}], "}"}], "]"}]}], + ";", "\n", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Abs", "[", + RowBox[{"x0", "/.", + RowBox[{"cfit", "[", "\"\<BestFitParameters\>\"", "]"}]}], "]"}], + ",", + RowBox[{"1", "-", + RowBox[{"EasyMatchT", "[", + RowBox[{"data", ",", "cfitd", ",", "tmax", ",", + RowBox[{"tmax", "+", "90"}]}], "]"}]}]}], "}"}]}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"-", "200"}], ",", "200"}], "}"}]}], "]"}]}], ";"}]], "Input", + CellChangeTimes->{{3.7722801524503813`*^9, 3.772280155729642*^9}, { + 3.772280286928177*^9, 3.772280292377633*^9}, {3.772280452305152*^9, + 3.772280452497431*^9}, 3.772420059844755*^9, {3.772432521501829*^9, + 3.77243257137502*^9}, {3.7724326030580797`*^9, 3.772432605528433*^9}, { + 3.7724440294953823`*^9, 3.772444032300211*^9}, {3.772876163231069*^9, + 3.7728761634724092`*^9}, {3.773463859931019*^9, 3.773463871424696*^9}}, + CellLabel->"In[83]:=",ExpressionUUID->"1c9a9c10-fb5c-403d-8a31-4eb84ff43df9"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{"linestyl", "=", + RowBox[{"{", + RowBox[{"Thick", ",", "Red", ",", "Dotted"}], "}"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"line1", "=", + RowBox[{"Line", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"0", ",", + RowBox[{"Log", "[", "m36", "]"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"200", ",", + RowBox[{"Log", "[", "m36", "]"}]}], "}"}]}], "}"}], "]"}]}], + ";"}]}], "Input", + CellChangeTimes->{ + 3.7724326848260183`*^9, {3.772432798665032*^9, 3.772432865922037*^9}, { + 3.7724329591233587`*^9, 3.7724329679251957`*^9}, {3.772444038494712*^9, + 3.772444045183558*^9}, {3.7734643223631763`*^9, 3.773464324251058*^9}, { + 3.773464372077331*^9, 3.7734643762410393`*^9}, {3.7734676391674347`*^9, + 3.773467653884832*^9}, {3.773470100764007*^9, 3.773470105445561*^9}, { + 3.7765107838325853`*^9, 3.776510800907329*^9}, {3.7765109011483*^9, + 3.77651090148426*^9}, 3.776510970817971*^9, 3.776512071628294*^9}, + CellLabel->"In[84]:=",ExpressionUUID->"33b4f289-d09f-46e0-a741-05aa6b269cc4"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{"linestyl0", "=", + RowBox[{"{", + RowBox[{"Thick", ",", "Red", ",", "Dotted"}], "}"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"line0", "=", + RowBox[{"Line", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"0", ",", + RowBox[{"Log", "[", "0.000001", "]"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"0", ",", + RowBox[{"Log", "[", "400", "]"}]}], "}"}]}], "}"}], "]"}]}], + ";"}]}], "Input", + CellChangeTimes->{ + 3.7724326848260183`*^9, {3.772432798665032*^9, 3.772432865922037*^9}, { + 3.7724329591233587`*^9, 3.772433081213735*^9}, {3.7765108945370903`*^9, + 3.776510928996284*^9}, {3.776510960834949*^9, 3.776510961030724*^9}, { + 3.7765120684793253`*^9, 3.776512069389184*^9}}, + CellLabel->"In[86]:=",ExpressionUUID->"55773a1b-6cf1-42cb-b55c-174e69ecbc26"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"lp\[Alpha]", "=", + RowBox[{"ListLogPlot", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"TakeColumn", "[", + RowBox[{"tab\[Alpha]0", ",", + RowBox[{"{", + RowBox[{"1", ",", + RowBox[{"-", "1"}]}], "}"}]}], "]"}], ",", + RowBox[{"TakeColumn", "[", + RowBox[{"tab\[Alpha]33", ",", + RowBox[{"{", + RowBox[{"1", ",", + RowBox[{"-", "1"}]}], "}"}]}], "]"}], ",", + RowBox[{"TakeColumn", "[", + RowBox[{"tab\[Alpha]5", ",", + RowBox[{"{", + RowBox[{"1", ",", + RowBox[{"-", "1"}]}], "}"}]}], "]"}], ",", + RowBox[{"TakeColumn", "[", + RowBox[{"tab\[Alpha]8", ",", + RowBox[{"{", + RowBox[{"1", ",", + RowBox[{"-", "1"}]}], "}"}]}], "]"}], ",", + RowBox[{"TakeColumn", "[", + RowBox[{"tab\[Alpha]12", ",", + RowBox[{"{", + RowBox[{"1", ",", + RowBox[{"-", "1"}]}], "}"}]}], "]"}], ",", + RowBox[{"TakeColumn", "[", + RowBox[{"tab\[Alpha]015", ",", + RowBox[{"{", + RowBox[{"1", ",", + RowBox[{"-", "1"}]}], "}"}]}], "]"}], ",", + RowBox[{"TakeColumn", "[", + RowBox[{"tab\[Alpha]028", ",", + RowBox[{"{", + RowBox[{"1", ",", + RowBox[{"-", "1"}]}], "}"}]}], "]"}]}], "}"}], ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"FrameLabel", "\[Rule]", + RowBox[{"{", + RowBox[{ + "\"\<\!\(\*SubscriptBox[\(\[Alpha]\), \(0\)]\)\>\"", ",", + "\"\<\[ScriptCapitalM]\>\""}], "}"}]}], ",", + RowBox[{"PlotLegends", "\[Rule]", + RowBox[{"Placed", "[", + RowBox[{ + RowBox[{"LineLegend", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + "\"\<\!\(\*SubscriptBox[\(t\), \(0\)]\)=0\>\"", ",", + "\"\<\!\(\*SubscriptBox[\(t\), \(0\)]\)=3M\>\"", ",", + "\"\<\!\(\*SubscriptBox[\(t\), \(0\)]\)=5M\>\"", ",", + "\"\<\!\(\*SubscriptBox[\(t\), \(0\)]\)=8M\>\"", ",", + "\"\<\!\(\*SubscriptBox[\(t\), \(0\)]\)=12M\>\"", ",", + "\"\<\!\(\*SubscriptBox[\(t\), \(0\)]\)=15M\>\"", ",", + "\"\<\!\(\*SubscriptBox[\(t\), \(0\)]\)=28M\>\""}], "}"}], ",", + RowBox[{"Spacings", "\[Rule]", "0.5"}]}], "]"}], ",", + RowBox[{"{", + RowBox[{"0.13", ",", ".39"}], "}"}]}], "]"}]}], ",", + RowBox[{"Joined", "\[Rule]", "True"}], ",", + RowBox[{"Epilog", "\[Rule]", + RowBox[{"{", + RowBox[{"{", + RowBox[{"Text", "[", + RowBox[{ + RowBox[{"Style", "[", + RowBox[{"tag", ",", "Black", ",", "12"}], "]"}], ",", + RowBox[{"Scaled", "[", + RowBox[{"{", + RowBox[{"0.85", ",", "0.1"}], "}"}], "]"}]}], "]"}], "}"}], + "}"}]}], ",", + RowBox[{"PlotRange", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"-", "50"}], ",", "50"}], "}"}], ",", "Automatic"}], "}"}]}], + ",", + RowBox[{"LabelStyle", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"FontFamily", "\[Rule]", "\"\<Arial\>\""}], ",", "12", ",", + RowBox[{"GrayLevel", "[", "0", "]"}], ",", "Bold"}], "}"}]}], ",", + RowBox[{"GridLines", "->", + RowBox[{"{", + RowBox[{"Full", ",", "Full"}], "}"}]}], ",", + RowBox[{"PlotStyle", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"Directive", "[", + RowBox[{"RGBColor", "[", + RowBox[{"0.`", ",", "0.62`", ",", "0.53"}], "]"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"RGBColor", "[", + RowBox[{"1.`", ",", "0.`", ",", "0.38`"}], "]"}], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"l1", ",", "s", ",", "l1", ",", "s", ",", "l1", ",", "s"}], + "}"}], "]"}]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"RGBColor", "[", + RowBox[{"0.`", ",", "0.73`", ",", "1.`"}], "]"}], ",", + "DotDashed"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"RGBColor", "[", + RowBox[{"1.`", ",", "0.71`", ",", "0.`"}], "]"}], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"l1", ",", "l1", ",", "s", ",", "l2", ",", "s"}], "}"}], + "]"}]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"RGBColor", "[", + RowBox[{"0.46", ",", "0.", ",", "0.62"}], "]"}], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"l1", ",", "s", ",", "l1", ",", "s", ",", "l2", ",", "s"}], + "}"}], "]"}]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"RGBColor", "[", + RowBox[{"0.68", ",", "0.69", ",", "0."}], "]"}], ",", "Dashed"}], + "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"RGBColor", "[", + RowBox[{"0.62", ",", "0.", ",", "0.13"}], "]"}], ",", "Dotted"}], + "]"}]}], "}"}]}]}], "]"}]}]], "Input", + CellChangeTimes->{{3.77227641940447*^9, 3.772276571760974*^9}, { + 3.772276617100033*^9, 3.772276660991503*^9}, {3.772276696071072*^9, + 3.77227676129924*^9}, {3.772276848426461*^9, 3.772276863698061*^9}, { + 3.772277160480502*^9, 3.772277179343049*^9}, {3.772277229795874*^9, + 3.772277312925042*^9}, {3.772277343955531*^9, 3.7722774264723883`*^9}, { + 3.772279876017316*^9, 3.772279925423821*^9}, 3.772280149252771*^9, + 3.772280457307845*^9, {3.7722805833142014`*^9, 3.772280585963121*^9}, + 3.772348496563835*^9, {3.772348621830233*^9, 3.772348678374262*^9}, { + 3.7723635936806707`*^9, 3.772363594020959*^9}, {3.7723636402945213`*^9, + 3.7723636566767*^9}, {3.772367813926455*^9, 3.772367833228818*^9}, { + 3.772432269262672*^9, 3.772432272046277*^9}, {3.772432303687368*^9, + 3.7724323071384478`*^9}, {3.772432343898423*^9, 3.772432397701968*^9}, { + 3.77243245569097*^9, 3.77243246497474*^9}, {3.772432530960861*^9, + 3.772432640348404*^9}, {3.7724326880050287`*^9, 3.7724326920298986`*^9}, { + 3.772432772810904*^9, 3.772432791151454*^9}, {3.7724328751328382`*^9, + 3.772432908459475*^9}, {3.772433042460187*^9, 3.77243305103321*^9}, + 3.773463921312558*^9, {3.773464393468631*^9, 3.773464393736578*^9}, { + 3.773465416994894*^9, 3.773465423665024*^9}, {3.773467648248633*^9, + 3.773467648608721*^9}, {3.7739894538926067`*^9, 3.773989454257402*^9}, + 3.773989499096513*^9, {3.773989549296629*^9, 3.7739895852227287`*^9}, { + 3.7765108179359694`*^9, 3.776510823662819*^9}, 3.77651090539485*^9, { + 3.7766700819918337`*^9, 3.776670082326284*^9}, {3.776679867471264*^9, + 3.776679873634363*^9}, {3.7766802465869303`*^9, 3.776680279899138*^9}, { + 3.776680357764125*^9, 3.7766804181546373`*^9}, {3.778242273624878*^9, + 3.778242276109075*^9}, {3.779015013289212*^9, 3.77901508780346*^9}, { + 3.7790164556284933`*^9, 3.779016455878914*^9}, {3.779016602757843*^9, + 3.7790166127883472`*^9}, {3.77944291102906*^9, 3.7794429309043713`*^9}, { + 3.779446173303833*^9, 3.77944619076505*^9}, {3.78006029435995*^9, + 3.780060389709786*^9}, {3.7800604399277773`*^9, 3.7800605185634947`*^9}, { + 3.780061217065381*^9, 3.780061227994762*^9}, {3.7801151407279167`*^9, + 3.780115154930636*^9}, {3.780115203578547*^9, 3.7801152137139387`*^9}, + 3.799122645789255*^9}, + CellLabel->"In[88]:=",ExpressionUUID->"38732031-a7f4-44d7-9e4d-9b89783907a4"], + +Cell[BoxData[ + TagBox[ + GraphicsBox[{{{}, {{{}, {}, + {RGBColor[0., 0.62, 0.53], PointSize[0.003666666666666667], + AbsoluteThickness[1.6], LineBox[CompressedData[" +1:eJw12Hlczfn3B/CPtZDJGKWsl0hJRs2UpHTSvijt97be212FQaWZMHzILimy +Jzdb1iJUiI5IlsoWaRmuLRFKjdHQ8vX7zXn7x+P5OF735Hbv+3PeZ0z0An95 +T47j0npw3P/9/d+fOaj2eJv5uz8W/z81KqwzK9wxYD4ZVbjB6GhE+zqyWoVb +9y7MdThI5lWYGDNX9PIKWaxC0wlutq9ryaDC6n6jwO0LWaBCzwex8gFDrv5n +ToVOo5+e+sWCrFGi+zhfoxIfMirRbMiBqsJ5ZLUSY7Z1PTLcROaVODi2h9Ob +Y2SxEgXZLjONbpFBiUnrNvS710gWKLHMeO3zZu0S6q/EmqVZJmtMyRoFTln+ +PmCrJxkVGDzT66PhPLJagWb7hu8YlULmFfinZPDXA6fJYgV6pts/PvaQDApM +GTm01eoLWaDAKKMggefwa9RfgVn3iuCtA1kjx/luV5305WSU44VSz5+rNpLV +cnyz+ZKR8RkyL8dQtZ1Y9wlZLMfDVcku27rJIMesnJbg8xOuU385WqwIn5Y4 +m8zJscsw5syLRLJGhgNHdqk/HySjDC+V7O2TX0lWyzDcHNonfCXzMky+Abm+ +xqXUX4ZHRKarLALIIMP0vXrN93myQIa3rmaqrXLJnAzjzD3jJE/JGinyyj8T +Q3+4Qf2lqG/r1znegayW4sNbI/lbC8m8FA8Xjyv0PEgWS1F103Jz7mMySPGz +doBeV/8y6i/FrHMnttoBmZOivCIgblECWRONGpPEgIOnyBiNS3Ize9S8Jquj +0QZtVxuOvkn9o/G17cnR80RkcTR2xs8Pe5JOhmhMKT/cR3GfLIjG5KKTv47U +vUX9o/FTeZZrXx+yRoIzSm88M00howT1px1vTL1LVkvw8hHfzc6Db1N/CYY6 +Bs/wCSaLJTj3Ut65gr1kkGBNn84vG1+QBRLM7nlZ8WDiHeovwZKUnOJd8WSN +GHfNL5n4tpiMYrxWVgR3dcqpvxiNk84NCgkj82LcUOFhtPkEWSzGyP3ay5Z3 +kkGMdbLm3TZ+FdRfjF8MhH/cOkLmxHj4amKaQxcZo3BSv+iXx0Iq6fWj0OpF +wZehZ8kQhdNftX3YPegu5aPw54yJ62AhGSOxaesky5EPyHwkCupDB4wZfo/y +kZhWGKwr8SFzkfiX84rlT1aRMQK9ThrsTisk8xHYN/ua1s5mlo9Ap/q6+rYJ +9ykfgb+VOuw4KyFjOAYmfB39IoPMh2OFX98nm2rIEI5Nm3S3XR76gPLhWKt8 +lLU6hIxhmKS1//HHXWQ+DMNnTd/Yv54MYVjbbaVuEDykfBie+cNl41YlGUPx +yopIr1GnyXwoniiZvnTPVzKEorokysvArYryobhHvCPl2HYyitDzSP41cQOZ +F+FLuwYjv2mPKC/Cd3s6z6akkDkRXpyjLZzcQEYh9pRHvnGBx5QXYq7RDof3 +GWQQYkt5buC0DjInRFGIp71rZDXlQ/DT+QW25tfIfAguHiG+1M/sCeVDcOxP +OyLbt5O5EKxIe/JJv3cN5YOx2zY+bvViMh+MxgvS9CXvyBCMbtcNvCujaykf +jF21Ffc+PiVjEEKcDBsi6ygfhJc+rTlZ94IMQWgZb5n/d0w95YOw7szl7NAv +ZAzEvyWvB9qs/4vygeiQrud7YeRTygfiySlFqFNI5gJRy0V8KTrkGeUDUB5X +l/PhG5kPQKt51iM++Wso/91bTDIvHSdzAVgyX7dnXJ/nlPfHscnTLKykZN4f +6088mj/mOhn8sUoomiM0eUF5f6wdaxvesYWMfji5fNooi29k3g9Xbj8zY0TM +S8r74U1j9YjX9WTODxUDT3WdC3hF+dm4Oa/ErKCSzM9GbY1FH0Of15T/7sR4 +o/4PyNxsdCnZnFAU2kD/3hfF1y7EyBrJnC+ukR//cdrSN1T3wa+VP86O/6mR +6j4ovn/7h4AzZH4Wdv1z4je9oLdUn4X2z7W6urrIvDfWJv3YHJz7jureuCa1 +2EelaKK6F452d7NbNe491b2wwv7imPa3ZN4TD1bt/jim4APVPbFqhUVQePJH +qnugjpn5gH4xzVT3QNfP6WvdTFqo7o5b8zsWmavJnDt2+m6Mbx7xiepuWN1g +ce1WJplzw5BJQ/K/jW+luivmbXCoK8sjc674LNWjM86ljeoumPuwl6HHUzLn +gsNObbDb9uffVHfGxsZF7llGn6nujBOsH264fo/MO+FuLRTMXvMP1Z0wsWH3 +2F2OX6g+E4VPbkla+rRTfSZWJ5wuOv6AzDviZNcdd4Yc/Zfqjhh7aFdh/Nqv +VAdUtK7p6P3bN6oDgtGz7I+RHWQHzJSsK3MUdZJn4NypYlFTeBfZHh0r70w4 +OqebbIelLT1fJTpw+J+no0FYXty/Fcy2OL2sQfdkVA/yNNRpLVJltTHb4P4C +4dDk9T3JU9Hx3CLu5IheZGvUubMgqfAUsxWmJCyzqLTpTf4VhaL1xoqLzL/g +q+ID26Mm9yFbov75prjxqcwWeEHvmbS9lnkKrigZ8TGif1/yZNTLanQ9Nox5 +Eh54lvl1VT/mibhx3qYXXo9Z3uT7856/a7eK2RiPnP8qshnEPA57t7s1Raxm +P99YDF6aV7z8Jfv/CHCPKKhwpyXzCJybF66rSmDvhwHqbzLoNj/L3q8h2OnX +M3nte/b+DsIfggcdVo5n1sZHvh82BiH7fXGYMVLa4GDPfp8txRnOra2u19nv +/3vHA04DFSFfWd0hdUFJrx7t7PPFQe3O5s5e2fT547Th7rxr+ztl7PM5CB4H +tnX9Ysk+z0Ogqd9F6/M/0OedMwD3OEWM7Cv7voyA8lJla6/P7PslgKT7I/zt +u9j3cSy8yxAmZOsxj4PjJ8bO3LmYvt+cMQzWq8v0r2XngwnsCzQ5Fiuk84Ob +COeuPz+m+cjOn0mw3qd99coMdl5NBvMZNa9sxHSecVNgS+Lzy0027LyzgOxW +cFs1np2PljAlkV/5dhydp9wvYDN+adQQa3b+/gqvBM6HOkLYeW4FZZPWrj24 +gc57zhp+v9QxYfBt9ryYCumKpR9EBsw2oNbpm2T6hj2PpkFd+8q02+fp+cXZ +QrnrkmEf97Dn3XQQdItcOtPr2PcPer+dsiHuAHue2sMAm6N1T6/WsO8vVNkc +uvfsE3teO8Dm/ruOmlowAySFzPBetZw97wEe33CxKnnC5gNH6N1l6lw1g80T +jpBffTzpfC6bP2ZCkNFPtfETH7HzCVy3N2db5rD5xglGD5sRILBl84wTzJpc +cXlFBZufnGHsmoLDB9j8xDuDJKio+a0Wq7vAZEVa/fVTbB5zgT3X/zE7LWTz +myskOLZbWGmzuitk7h/4qvESmw/d4K3LvFcxcWwedAOztgtpssms7g5twxYK +1r9n86Y73Gl4cHXLKTafesBnl9O1dotY3QPCFMs8Q6ayuifM2GyzWtTN5l1P +iJ2h8ROks/nYC94Y9xuZN4nVvcDa2tn3xs1K9vyD3EfDTg5XsXnbG1IHNC7+ +vT+rz4LhHv8cPZRbwZ6v0Nxm6BMXwuZ3H9Dft+Z1QQ9W9wEDm4VvPXPK2fMb +9HwOKbQj2H3BF77lp2ffHcjqs2HL0pUfVuEdNh/AImmNpdbiO2x+gKjYBa1O +Zuw+Mhu6pji0jH15m80fgCa6PVMz2H3HDzLPfaj+I4Tdj/zAdkVjaflPt9l8 +A7Kqn9OW3Wf3L3843tA8c0nqLTYfwfvQtJ4XZt9i8xOccPv2ZdJgdh/zh7hg +E6s7VTfZ/AU/b7M/vGEXu+8FwMve+7oiI9j9MABgfsD5mUZkDIDqsOtNk96x ++2cgrFPFifXzyBAIY427he1LyHwg7Gxatancmd1HA2HAj6Ham3VZPggiA/40 +/rWO3XeDoM08NL4om92Pv9cNrXIEi9l9OgiMunUvhjmRuWB44dmRrRrM8sEg +nNN6buYLuo/zwfD83adZr/PIGAwiU/GP3qvZ/T0EzLPdKmKD2X0/BHQH/LQk +yJTlv7tQbtnSwfYJIXCwcJ2pw322fxAC3+FxYMYRMghh8BubxndL2X5BCHpj +5nuDP8sLQbI41ni6KcuLwDK97Ek1x/Ii0HE+Uj24hu1HRLAoyvV0I9uXoAiu +1Bf/ELyJ7V9CofXo0KshbN8CoZBXj/nv2D6GD4UpfbFjANvXYCi4j48tKPyH +7Y/CwPrzmuEfH7B9TxjoRj1THstl+6EwOCt99PxNMtsnhcGch3urjsSwfDj0 +qa/Z9tKd5cPBcVEWv3cCy4fDkhyZbnlflg+Hm8HeFbENbH8WAcO9l0k332D7 +rgiwrAzdaZjN9mMRkBSQ46a3nu3TIuDUOTPl8jksHwmVV3M++3uxfCSkpR76 +N9Wc5SNBpDN6qfUglo+E5927Vjq20T6Pi4LI5beHnH7M9n1R4G5uCvxFth+M +grw+gwxOZ7J9YhScczYptk9ieTEMszscM0HF9oNiyFg+XTZ3Fns9Mcj6+/TT +/oXtF8VQ8Gl12TcD9vpiML3n+PPGruL/rBbDtpvq5ut3yCiGHZNvVBzaTdZ8 +f/3grhJjFZmTQNKU5mtuU8kCCWhn/VHaW4sMEjiZvrA0tPoK9ZeAef/2Ktej +ZF4CZY43xtxIJKsl0F5g0PHIi4wSwPqK6rhRZM33/IA57vs+Xab+0bAih/vX +t5QsiIaWskEHNuwmQzSc6p/b7fYbWRwNq9zjb693IvPR4H3m6jkPQ7I6Gl6u +fDdvfXMR9Y+GsKjtB2feIGuiQW+HekjCPjInBfcmu1TBYrJACuePNfWAWWSQ +wsayPXEPxpPFUvhmaaDzuOsS9ZeCUmTTz+MJWS2FRe2jCkzzyCiFifvKFAnJ +ZI0UvG8MVpgryZwMJnpZf/OeSRbIgD+yTfZwJBlkkKH/tP7KvxepvwwUcXMP +DHxM5mUQoy7rvpxHVstg7SZhQOUWMsogv2L8EPv5ZI0MvnGpD7S9yJwcknNu +/zrFlCyQg4nvl+YzWmSQw6yhW4uTGy5QfzmkdLlGFJeSeTmoI8cvdT9MVsth +/8bkq8ZryCiHZ0l294VyskYOvbTa3P9yIXMK0GgMK/KMyQIFrMzZqvtEiwzf +zR975PW2kPor4MqgvK86d8i8Ata1Hv9t2CmyWgGJ9x0t4raQUQEd7gs99WPJ +GgX47V5X0jOIzCkhyHDH3qk2ZIESpJqiirPDyaCEumwvt4TuAuqvhPWt61v+ +fEnmleB5b1zerTKyWgnXWk8vE54koxIK5tn6mqaRNUowSxZPn55A5lTQK+GN +fHMYWaCChfoHe412JIMKpGZJAc3GrL8KkrZM3dmpw/qrQJVhp+PRlk/9VYDZ +nQ33asiogsB5U/3SkaxRQcuoj3O3ZpO5OTByyMLA2yn5xf8DfcXYPA== + "]]}, + {RGBColor[1., 0., 0.38], PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.025, 0.0125}], + LineBox[CompressedData[" +1:eJw12Hlcjfn3APDHEqFiskSFS1JMIkthMk6lVEh1u+3L7d5u96ZiSvIy1Dwa +SYlobCFd4fvFFI2SRsVJY00psqTt0mZX2izR1+8359M/vd6v03lO97nP5/Oc +z5kiWecqG8hx3N4BHPd/v//9CcExS8KOZO0tufr/VCkwdL+zs0c2GRUYrfXE +yuc2WanAhF9P6l5uIfMKfG5RkLBh4LV/LVZgUXaJRcpkMijwp+y4OvUlZIEC +p0ZMNW32JnMK3Ik33k/dRFbJ8f3huK4bB8koR+fyVIP7+WSlHB1Nhm62e0Tm +5VjsIhw1vYfVl2NzYrHW+nGlVF+OGe1T8mZbkAVyvDe4daW/J5mTY2W4yZwB +v5JVwVg7y6lY9ygZg1E4ycMn+wpZGYzLXO/9WviMzAfj/sh9acvV/qH6wZji +oGHvNoMMwZjVfNq0eRVZEIy3NmRqf44kc8GorfPxyaFDZJUM++/NSii9QkYZ +DkootYppIStluLXkhf1tjetUX4YdPt5dZ+eTxTI8sXHneUM/Msiw6siMXsvt +ZIEMV5gVe3adJ3MyvJf636jVT8mqIHz3i9lAV7UbVD8IV8nrqvvnkJVBuEPy +9JmvH5kPwtTE2GXhSWRxEMb75sKCAjIE4ZStXdZ/t5IFQTjybX3917E3qX4Q +zqzquj7UjqySomjRlbu10WT87t0hdbGnyUopGiuXdHc/JfNSXBeaNstO6xbV +l6Jh+928KGsySPGOYN2T7RvJAin2eK8cEZdN5qTooXnhTWgzWSVBl/9UODnq +36b6EvzYr/uTgYislGBh99Kuvt1kXoJtXGJ3/W2yWII/1u5pv6t2h+pL8IyZ +w51Ka7JAglrXzx9q58mcBPf3B2XOQ7IqELcmtouPc2VUPxAvGbTFW1mTlYHo +YRMzUD+ezAdiQEHcqEW3yeJATIpb99NxrbtUPxDdiqcp/ERkQSA+NXR5Gp1O +5gJRYtdj3ttKVolRIVq07YVZOdUXY46Vi5EolqwUY/HW2mfL75J5Mb6216ws +06ug+mKMtdEMeRNGBjHWlDvEXbxKFogxKLpbNG/MPaovRpg+KTlyDRkD8NvY +Jbb8NTIfgD32Mu0FWpV0vQCMnz531mRLMheAsYUW1WqhZPTH97MactsPk3l/ +PCFf8E9bGcv3x4UXt9h3fmX5/jgO1lbomVVRvh8O36ZhukZG5v3Qu3dvUtth +MvjhmY4Gt/QqMueHe5IVq/cPu0/5vliSLPyjxprM++IkMDoQFUMGX3wUsm52 +xN9kzhc79UrSn/awfB9MH6RKKlrwgPJ9sGWa0UiDaDJ8jyswT7eAzPmg2an4 +zTlfyOiNvPm2hg6opnxvLNfoq32TQAZvLD3kxuVUkjlvnF/Rtd5R7yHle+GF +zStG3JWTeS+ccOC6h20+GbzwnvnogptDHlG+F7p9GBEs8yKjJ7aolfFm58i8 +Jw77bb42qD2mfE8sedk88j/+ZM4Tl19d67npMhk90Mkn5Vzl+CeU74GrtyXk +lW4igwf2X25+uaaezHmgQdiV7EabGsp3x1W/oJ1lNpl3R591kR1HJjylfHes +9J3dpZtI5twxZaH00qMvZBRhgu8Y1duIWsoX4Zv3+9fwr8kgwva0pNLzijrK +F+HKzGENx16S0Q2rJh23i1xbT/lumF/dPM+5lwxu2OU49IB4WwPlu+HnNxuM +ysc2Ur7w+wrg+ZI/ybwQjbpqDy4wUFG+EKdEfnrdF0nmhHjEXv3s6utkdEXR +tXvvl+s+o3xXPHN285QBkWRwxeOmcdyhu2TOFTnftGszZz6nfBe8rv+zcU0S +mXfB9xsx9Z93ZHDBGaMddEe5N1G+C35NunJShWR0xs0vi775zm6mfGfUbGju +zT5OBmdswWO/f9NpoXzn7ytWq3FzKplfjdttNxWJfmil+Gr8fLR6/ZV9ZN4J +d9XVW7zWb6O4E+7cX+005iyZX4UbdLSdNli+oPgqjCkc4rmqmsyvxA8z83wb +I15SfCU+NAzyixz7iuIrUHzpW57LVTK3AjudG4PL172muCNWrrCJXmz0huKO +ONLI076zhcw7YH5EirZn1luKO+BEn2Xu9359R3F7XOw9Ys0Nl/cUt0f5aVP1 +mvHtFF+OTgvCdiXsInPLsXNOarLZ0A6K2+GENPfESdvJnB3+4BVieGT4B4rb +ooNPfcKnfWTOFj81LLyz17CT4suw4Fla6LUiMrcM0xcZ3Wn37qK4DU64LctM +5LopboMlwrrUAefIvDVOykpTPpT2UNwat3Sk5O+c2ktxK/RxFYzLfUXmrLCx +JeBsc9FHigNerpg8ozTtE8UB76g3N33e+pm8FEOU6ZOsor+Qf0ZfVWKO68Y+ +8hJMq8083BH/lWyJA21M9Z5lfiP/hPsuRqU2VvSTF2OHIO24UzyH/3oRRi17 +a+/x4wDyQoz32v+6sIbZAoe+8tDasWcg2RxjRuof2Ll6EHkBlnB7ZiwZN5g8 +H0eG7zXb28Q8D81NTG5du6hGnovj7nydrZk0hGyGz550B3n6DiXPwbyEdN3m +6epkUzQ+5sRpPGc2wYgryimibcPIM/FYxrgJgwcNJxvjwVNpVeFC5ul4Lv3R +oLdhzNPwt8mOeu8dmafiDsu+Qxbv2PUEuM5/ul6uL7M+mpYaaX/IYPXHo0hc +16RZyv7fMfgwzPrLvUr2eUbhmWqdScn32edVx8QSTvfcPXY/vr8RwiNPlpSz ++9d+dU3N2rL8SnZ/v9/hvo6BC2vZ/W9fOndj2Ngv79j3xYHhnh7DwZrM6lCm +m/n4Qij7vkfBGc2GAcIH7PkYAzc+TtaocGbPz3hINjaPL2hiz5s+GEx72Rix +k55HTgB7ckIuWyxnz+tUOCevWDlvHHu+p4Genfq1uF5aH9x0+CVg6d9LX7H1 +YwyBDb13f3/L1ttMuKZdUxDKMZvAsbF92ydMZevVFDqd4zTyXdj6ngNO4h/L +m/TZfmAGLmdj52mcZ/vHXMiufvlI4cn2m3mwY6NUK0WH9iNuPtiIwz4avmb7 +2QKolGyxbK1i+585TBr9w4m0O2y/tIBng/r26laz/XUhiC9UbhS+ZfvxIrg1 +4rLpz2OZF4OocLtvk2MzW1/gmvbbA69dbP+3hIDb/3Rfr33O1idsyMjQ81rA +/DPoPP69zzmNvW+WwsFlXrq9Q5gBdh/+ZKqMUbH9AT7UFC/0+NTI9g9QrjUp +URvK3odW0PO5YeJcA/b+tIZ1m19lVK9k71trMFh+835PHHs/28D9u+L0C/+w +97kNJPfnrzf7oZbtf6Cvd+vAn/KnbH8Ew4GTAuQ3a9j+CQN6Tu0qmM36CVt4 +VbPvWH8G6z/sQDrtm+4ZHdav2EFGtWWbyQHW3yyHNZEauzX1HrP9HbIMniQ+ +PsX6J3tofDkgRWDO+iV7CJ7JP91e9pC9PwBtRu/IkbF+zAEeKY98cBzM4o6Q +l9E5efh/Wb/nCJdMQheeXsX6uxVQu69NvaWX9ZMrwPpmx674U6x/XAnuDWXx +QncWXwmBl3qGThzO4qtgbJjtlDxk/ewqqLoTG/VuE+tfnSBwpVh1cgGLO4F8 +stQkt5P1x6tBGH+zuDeX9dOrYfxlPXdhNIs7Q/Pe67WnF7P+2hm2fZtjUs+x +v3eGFltxz6NbrL93hu1GL47EprL+3QXmBg8fd8WP9fcuENORX8fPZP2/C/x4 +M+yIvIOdL1xgR5D69KQ97PzhCnGVm0bZz73H+iPYcTdtadyjCtY/QX2LYape +TAXrr+D6/D//+mhYwfov6Doc+qq/spz1Z7Duzs4RE9h5iRdCpsGm1bNmsfOU +EE5cHbvCqIGdv9ygu3XGsw972HnNDcTz9C1ibMm8Gwj3Tzyd94WdB93A+iDm +7cglcyJY5mn87mUYGUTwqkBYf9uInQ9FMN95/gvdZjpfogjc/vvFvPI4O3+6 +Q/MJ06P1YnZedQfX4ANbLaaQeXdYv2V+7f3n7DzsDidWzBKcOkXmPGDtwl/s +T4aQwQNUs4aU3zBl52MPUO9OOT2om87X6AF/7f5T5FrEzt+eEJOfdfvsNnZe +94Q/zuiFqjmReU9475wy2Gc8y/cEJ/2wiyeb2PzAC3IunXxee54MXlCnODvj +8xY2H/CCwFWOHp8c2TzBCw4Y+UkfTGD53lA+ZEZE3Es2r/CGMnO3B9xlNt/w +hjvqB39w2MnmId5gkqn1TsTmH5wP2NXbK6ay+Qj4wDkoLToziOX7QO6B38Rt +j2m+gj6wVGf5p0dZbP7iC+HbB7tFxbF5jS8cixnlU+jJ5ju+8Oa4s9bp2Szf +Fwa0Ho01H8ry/aDqj4nlkkY2b/KD+oYw0xkFZN4P3G+Gt8fvZfMkP3BomL91 +QyibP/nDplrjDV22LN8fXm4sTOoXsHx/OHM85+wffWwe5g+9zYXN2U/Y/CwA +Tu0fE7LiIpu3BYBBiisfksrmYwEw5dSy39V+YfkB4FIeWq3vxPLFkPs8oC7L +hM3nxDBakDMsdwS7nhiGm6tVm7xm8z0xrE9IKtEpY/M/McRrGIVH/Mnmg2JI +zW3aaZHM5odiCB02vl0ezuaLYjgdszWRW83mj4HQZjNN0j+HzScD4cqe/Yck +o9n8MhAOpbZ5GvfQvFMcCKWHCx861bD5ZyCUPOi0ri5i89FAmHhg/IN8JZuf +BoJ8ZPOlrm1svhoI0cVZhskhZE4Cxa3oudmJLJDAw3iPIziPDBLQaTvm6D2B +1ZdAUnd2jV0/Un0JzDyXXrWthayUwLt1xRXad8koAfV0fvP7C2SVBP4S2SdN +OEzmpCDMCDufspUskIJeTvVR5xAySKEocyTn40IWS0ExxPb37EWsvhSanHMq +7aay+lLImFN60HAEqy+Fqh5vw70vrlJ9KYzh34/1KyRzQRAzfk5B1m6yIAgm +apS1xkjIEATThzw+XGFOFgfBopCo50dHkPkgiHJIetiqukL1g8B0k+nOs/lk +/H79aG3t1mSyKggKOw+HH5SSORnEcTMPFS0mC2Swy7IrUahNBhnclGVZe78q +pvoyiJDmPKi4RuZloPnRSXH+CFkpg2RLM8fPUWSUwbdLTapsJ7JKBok6h7Ju +GZO5YFgj8lriMIgsCIaNl/OMTRuKqH4wWE+Zx0X/TRYHw+aj1x0n7yfzwTB7 +xL444wiyMhisHu7T2bOKjMEwIs4y2m0mWRUMIYKMUVFDyZwcdm94In/bXEj1 +5bDlRtzoq9fIIAdhTsz1NiVZLIeyXGOH4N/IvBz+0rKKXeRPVspB8+sBZ/ES +MsrhkFfcuRp9skoOn+T2/Mm+y1RfAeHDxZlX68gCBXR8qWmaUUwGBfSMWjDs +eTpZrIDzHU33W2PJvAJcNDrULMRkpQK+PsuNqrIiowL+SklRu2hAVinAL94o +X6XG6odAoYbbYeGLv6/+D2ji4Zs= + "]]}, + {RGBColor[0., 0.73, 1.], PointSize[0.003666666666666667], + AbsoluteThickness[1.6], Dashing[{0, Small, Small, Small}], + LineBox[CompressedData[" +1:eJw12HlczOv3APAP36LsSwqF4YtokUJpkdNCe2qmvaZmaRai0rVlnWspRMlS +yE1XZM1y7UqOFEpSpCRqRLiyVEJl6Xt/v3se/3i9X6fjZObzeZ5zzlhJDF/W +k+O41B4c939///tnPpp12fVWiApv/D/VSixYvPNR9moyKpHHWxVtvY+cpcSX +g9qkky+RVUrMyR/otvQRWaTE4q+Sm6NbyaDENpMTGwwH3vrXPCVel30ISzUl +c0pcPUJgHu5JVivwbPWWrpQoMiowdrVR0aQkcpYCr1q9zzE6SVYpcKVp6a30 +e2SRAvvlO0DcezIocMj9NOf8/kVUX4ER2zN+LDcjcwrEi+/3H/Ulq+W42lor +3GsJGeXo8dw6LSqdnCVHM77hSY08skqOH+/WjNFvIIvkWKAr333uP8VUX44i +wcDi0klknhzr9F8lzPcmc3JUD3hXuGMJWS3D6MqqWKcMMsrQ+2H6zo2F5CwZ +Ts15aR74jqyS4Sa1pahgyG2qL8PT/fZaX7clgwxDTy77O0BG5slwwp4LZ5NT +yJwMfRfsaVZcI6sjUXbET/d1Exkj0XV6zIN+Q+5Q/X88zbymwZ6sisSlDy/3 +ky4kiyLRfpDZ/P37yRCJG2b83rWlhMyLRMmeJ/UzOslcJEY0WzgemnyX6ktx +28en4Y9CyCjFy8M0fr+/jZwlxbPOI/vvuUFWSXGYoihxymeySIp5MrvMTMMS +qi/FaWOSTd+FkXlSPHc72UV3F5mT4uviF9MnlZLVEixo6L1kQs9Sqi/B2thx +l4bakrMkaCLe97RjCVklwRW3dZufniGLJLi+znYENpNBgvuH6tw4Peke1Zeg +aP1ZSa6czElwX9qf+YVHyGoxrkiJwC9NZBTjLHs44mVYRvXFyH+35GPlfLJK +jBMvF8RuzSWLxOg4SMt/XRsZxIhjbuldnXmf6ovx4sNjm0BF5sT4+dzAy6NL +yGoR/rZhQV/h0HKqL0Lj3HUTNSPIWSI0aE1t4Z0iq0ToJdHZf62LLBLhvhd4 +6Jn7A6ovwlsDTV+mHiDzRCi9H5Pe9InMiVBj0t4Li8dVUL0IXJNTnnfPi6yK +wOmZ/53SeyUZInDxRtc0o6NkLgJPJ43Mt3vM8sOxl7xXtrNGJeWHY8y2kM1u +08kQjnOOCBv5MjIXjsL6apEynYxClNgoPqWWsnwhuhw9c7XmF8sXYn1Mw1TH +6Q8pX4hjP3BDni4gYxieOwMLjx0iq8Jwa9CmnEt1ZAhDnvW3DQN0H1F+GE7W +XWt4zZeMofjX2mO6RclkVSieGHvHzuo+GUJRtt7s0+j+VZQfirttN31O8CZj +CG5OTNu8KpWsCsF13OPF2tVkCMGExCca9gaPKT8EjRUlVoaRZAxGjzlGZx7l +klXBGPyHsITfSYZgvDp1Vc6FudWUH4zllbuN+6SRMQiDhvF7yN6QVUHY//dT +yTU2NZQfhPb75K1LdpC5IDy2YtFXn7dkDET1te06KscnlB+IFSnnovQOkiEQ +V1Q5lZr8InOBeHrHwqvVEbWUH4DDTStSTIrIqgBcOHHtlrnGTyk/ALtP/Gqc +tYfMBeCppcO+mPSso3x/vLnzg7dZHFnlj4cjWsrETWTwR5FT9MnG0GeU74/L +Mz33VD4mox+mZL8/M0/wnPL9sCZ2ds66KjL44ZwDARc3BddTvh9eeJWdn9hI +RgEeESYLcmMaKF+ABw/vbEvh1JQvwKvRz5SbPMicANN4GaX395KRj3pF0KF6 +S1bxsef4v7Wv2LygfD6Ka00jt6eQOT42lIwqM3hDRl987ea3coNDI+X74tGq +i6bqTDL44g2PCntBN5nzxXPRky/+krykfB+0fVAd0auUrPLB4zu2tqVMf0X5 +Pvj+WK3hrUNkzgeLJnS8LdFpop+fh292HVhZsZXMzUO/0x6nNTVfU9wbjQJ1 +9DI2kDlvHOlbCcW93lDcC/sWh/2dl0zmvDC75rztNf23FPdEfc3r/btzyZwn +RmYOH3d/zt8U98BTBl9iol6SOQ/8qJz+24TEdxR3x/riaYke5s0Ud8dpN2d5 +T2skq9zQrXGC4cz97ynuhhVf3pzLC/5AcVf8PW2zdOLYjxR3RUl2n8lvW8gq +FywfZDkivuQTxV2wNf6Pkbn+LRSfi5Yuyw2S7pG5uaglNrf/c24rxeegdVlj +++w7ZG4OFsWVaxZ4tVHcGQXbzAzin5I5Z/TasyK2etFnijuhA79kg5NWO8Wd +UHe+XpvlCbLKEd/x28PM/b5Q3BEdwrRjC3p9pbgDurz2715aSOYc8OH3llk/ +E79RHDDj3KI+WkEdFAdMfVDmETKtkzwbn346GVAysotsjzZbxF6zBn4nz8Ip +cXmyvwb/INuhUOTaZv3fn2RbfKZ/sKPL+RfZBleZZf40X9FNtsYtNVcK9CI4 +/Nczce/xuJFG/XqQrbC5j3abRhGzJYZobbUKTexJnoFLPTZqPwr4D3k6Cq/G +3/tsoUGehn6zfAO0DTTJFpj6sHDh18G9yOa46cxAg49De5OnotkgfR1tnhZ5 +CobFmBqetNAmm+DPcstB5+f0IRvhc6uivgnz+pIn4eW0ce0Ojv3IE1FHs8Kk +sG9/8nhcvmPxpZXpzOPQstDI/fFDZh66OI9373+e2QA1Fll9FFszD0fXGf6m +f8axf18HT14WiyPjWP1BmDXKWeXqxX4/LczW8tTq1mG/P4e3/LQu1FSz/2/L +jZN7o7xbM9jnwXHtFdJxegvY59Uyu3Zwed05Z/Z5cpCctJCfbMo+by04nLSr +KHoC+z4GwbLMxR7RJuz70oF+uyTxjo7s+x0OSXHLBPfK2PNgANmegivSqex5 +4cHxJwsGv8xlz9c4aPKSDqhyYs/feAitkxXdamHP60To6NSY4naenmduErw6 +nRGrvZU970Zwu+nk6Gu/sffDBBIyU2zHxbD3aQqM3RW1auQqet+4qTBpzqO+ +29PY+2gOkgdCnaXI3l8L4HsE96v/xt73aeAU/fBboy3zdOit6WoWqsfOixmw +4OzHSc1ldN5wlvDnuGK/7jR2HlmBk23ZX9ZL2Pk1Ezitz7YC6Tv2fkAq3laM +lLLzzwZ+H+JXsjiOnZe2ENWrT5H3Dna+2sHxebWBV/LYeTwLhJPTe97+zM5v +e0h413k+04p5NmSvVFQuT2DnP8CnhhkuuxvYfQFg1bPkiJPjS3Z+wNiyVrcX +uew+coDO6vodj8ay+8cRnrvvHZ70xwt2PkHqbqcB63nsfnMC8UubJNsT7D50 +gthDC3s42bD70xmKf1guCsxi960zmATO28+rYffznH++/yVnxw+vZ+crXKj3 +aT0vec7OX7i0bX230aVn7HyGmd2jjdsGs/7ABfTXym+uXsr6CRf4llcgdFWz +/sMVhu6qtH3m+5TdD1DqaL/tbkktuz/+6aDdy4+4sH7GDeauCjTXucf6H3ew +rl3B5QlYv+QO4wP/GuH6gvVXHnCb018c81sNu9+gOvxX5jttFveEGcajlq84 +zPo1T9j14ErOM0fW33lBWR/DwIZXrB/0gufx9o88t7L+0RvmJ9ZM+WLB4t4w +9lBOy8l61p/Og+3X/rjhsp31o/NgclT6sEP2LO4D3TNNO9PaWH/rA00Ns1Hj +OOt/feCyWWfdPTHrj32gI3r46XID1j/7gixOLG+tZf21L6iGOb4esY/1374w +qjDkmFkI6899YYZm1nH9Uax/50OlPfDvvmD9PR94z+yEY4+x/p8PPxdtLxga +y+YDPjhIVm3ebs3mBwF48VSVa9i8AQJobzM7UFXB5hcBbFenF67PZPOJAFZo +dDTFL2Lzix/0NR8oPTWLzTd+MPy70r3/QJbvB6HV7Zd4t2heQj+w6X7fw28B +m5/8oepA7L7MoWze8oeg/CcvmwvYfOYPT5sV8ZMWsnnOHw7myAY46pO5AFgX +7htsWEbzHwRA96vV3+6sJasCoHRaPV9nGhkDoFqrKOnnW5ovuUAIyw1RLs1i +82YgXNC76x4dzObTQHhwMcC0bigZA+GM3s9DZx6w+TcI3IaX1DZsI0MQ7E9d +c0DkQVYFQZ3LAF/DvmweDoKm2vVtk8tovuaCYd3lFs2IZDZvB8Mlz0VJ133Z +fB4MMXXl7+102TwfDEmfM95X1bH5PwQsViSmrznE9gUhkPHW28ZsAVkVAsYd +r8IaLcgYAp++XyxM+UH7Bi4U/B/cjZ56hwyhkG5w4/j1nWw/EQoJxcre5hFs +nxEK7YnV8zeasPwwOHpvNfdXF9uXhMHrvz84XmD7ElUYRLtcf7NpHxnDQND7 +15OxC9j+RAheFuGTNtiyfCHEb/+qcaQ/yxfC8lVbLqxXs32OEIwOT07Vu8D2 +P+Ew+te8vhGb2b4oHF7MXH7GT0hWhUNuxR7TdguWHw5P/eNF1tosPwLkpboC +nprtuyJgzjyl45HLbD8VARYSm4yiFLbPioCP0TPbVyrZ/ksEonEhmsUObD8m +ghnH5JkH9dm/J4KPVdGZvb+y/ZoILLmXHzor2P5NBOY5Pqt/O8X2cyJwPNbT +cfFmtr8Tgbdnk3NLJNvvieDslZCDHxzY/k8M5QvmJsrHsP2gGHzCdguCfrL9 +oRjC7z5bi3VsvyiGNOPFOQeusf2jGJZN+bDp3T62nxTDl+nGLUfj2f5SDBn3 +Btx5GMz2m2LQGvPws9KG7T8l8HV7pFipz/ajEih53txZ/oPtTyWg3FZydH89 +269K4PC8/OASZPtXCQy+1lc7OJvtZyVwP3wWuiSw/a0EVjXmZe2az/a7Erji +r//axovMSaG3j8VrW3MyTwpjRnzrv2cYqy+FtyHFdc5dN6m+FHJnz33i1kBW +SaHywfKUQ0XkLClESz2SvE6QUQqBV1t83HaQ1VJo/e4u3r2MzEXC/Z3BdqZC +Mi8Slv+4Kh/iTIZIWDGtPcbRmNWPhG9rR3XkDWH1I2F2SOL5NV1I9SPhsm92 +VEIjGSPh7sw3P6pKyepIGD5wAl95nszJ4EBhSPjsA2SeDAR6PrrBm8ggA4mj +KOpCNFkkg8dRia4+QWSVDPKeuOw0dmT1ZbAnOXjyHBNWXwa7Vq38lKHL6v/z +81Nn35/Sg9WXg/fNMTGdNTeovhw0sg0V2qfJIAetRQFnkzaSRXJI2DZ339pQ +skoOdp/qtqgtyFlysOxUdpzpQ0Y56Nu9FDY3FlB9OVxclm+cmkfmFLBfubH4 +4G4yTwGypsPrhkWTQQHf+kqyW1zIIgXM/D5mudk4skoB2Q093Sp+XKf6Cgjd +sCa+soaMCmjpitlgfp6sVkDjmt7cp2Qyp4Qx1glHtKLIPCW0Vtk6rHEhgxLy +1vQ+7TGeLFLCt1PxJXE9yColPD74dX5rfT7VV0L2tq7A2/lkVMJCq7ceLfvJ +aiW4NpW0LIonc/NBMYjfPCso/8b/AOBA0n4= + "]]}, + {RGBColor[1., 0.71, 0.], PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.025, 0.0125, 0.001, 0.0125}], + LineBox[CompressedData[" +1:eJw12Hk8lOsXAPBXUkjKVumWS9wSbiGRFEdkjRj7PjNmk8ptuS3oGu0b1U2L +tCglUkppVddpVdFiCRGhRZaS0qKS33LP4x+f7+d05mhm3uc55xgI43jiARzH +7VDguP/9/vcnBpO13g6/uehm8f/ZJMOhY+KrjqSSUYYFM8NL6vLImTI88cpq +2/x7ZLkMrSNSn4e0kvkyVO64vOSo0q1/DTJ02XVT2duIrC/DLR9Lg4OdyJwM +7UZUjrotJDdJ0U6a3LtrNRmlKBM1nig7Qs6UIvfOvWXeTbJcirsH7RQsfknm +S7HB/m7fS6XbVF+KnVWyo7cmkPWlGCnqitDyIHNS5D2f5lU5n9wkwdwFXXmD +tpNRgpd6im+dPkfOlKBy3N7OxzVkuQSLDooS5/8g8yUoNMgtW2twh+pLcHrm +zyljXMn6ErRfX6c8dQGZk+CZKZLs8p3kJjGm1q5d0nOFjGJ8ISxsP9RCzhRj +ZLvr4WrVEqovRtuLGXMyppD5Ylwh8r71PpwMYsx7YaJQt56sL8aWIeN0QwvI +nBhzPfxtlz4jN4mwbNq+Q6bKd6m+CEfz9HatsSJnijDsniw2SUCWi1DR8lbi +uG1kvgjfjrEy/+MaGUS44ko8N7+TrC/ClEGD1+mOuUf1RXgxanpC4hxyUzQe +Lg5/uHcVGaOxMq9q/+LT5MxozPe8YaveQpZHY6BPjckfOvepfjSKlVUMD7iT +IRqPLON/T/+LrB+NA4fuyIstJHPReBbVnEd2kJuEGLBCoePwuFKqL8R8Za2G +4WHkTCFOXtW8KCaNLBeibtdhw4KHZL4QPwXP3/tWpYzqC3H+2bV5Ri5kfSEu +r325NHwNmROiy8Zcr4zr5CYBJsfmPW7lHlB9ASZ4RNS4OZIzBXhSsXrJ7dVk +uQBjglLaRLfJfAHCg6zsSSoPqb4AW3etcjDxJusLcEKl8sKoNDInQO9Gb53q +enITH59f1nLfbfSI6vMxzGZpcM5CciYf491rnmpfIcv5aP9BP2yx4mOqz8dH +q35N325CBj6+Em/sjeGR9fl4h/ckSTGBzPFxosrbSOFRMkZh8foFn7c8JMuj +cPjHnY/W9bLXi8Kyhbf3BfxWTvlR+KU7c5ICj4yRWHjOelNqElkeic+f7apU +zCdDJAZtiJVKG1h+JIaEKVcXD62g/AicntbSpeVAlkegLORQ6bxFZIjAwVPr +S0uPkrkItPnsnGX/lOWHo3GqdlCpeiXlh6P9nQiIn02GcLTbqDvUfxWZC8ew +D2+uCy6QMQyV6v66dvI9yw/DQwWu/9ibVVF+GC7eGd1uEEPmwvCvAQue8o+T +MRTVd/ceHNRKlofiD76gSs/4CeWHYrsqZJ6fR+ZCcVhG+JWafDKG4PuuSbF/ +95DlIfjsev/6j3bVlB+CX9YniVXWkbkQ9OxPqml5RMZgXF2rMXbbmBrKD0bv +B6sbx8aSIRh7rTeYHCoic8GYttg+wVC9lvKDMGJ2xY0iIVkehLk9AUkrL5Mh +CFNOLalaqPmU8oOwMH5vTv4CMgbir4kVN+aUkuWBmM3b+TrCtI7yA7Hx28CO +LylkLhCH6q4rs/hIxgAcazPgkmFYPeUHYLWBiUbrbTIEYMMJ/p+7pzyj/AA8 +cdfgH6+jZPRHu7bDSiajGijfH8tOmZxx30YGf7R3bk8oU2mkfH88htV7KjeQ +0Q9f7fvlerLKc8r3w9Or5eLvqWTww4dDZ4umqDVRvh+usFuk/ZlHRh6+e/ip +uy6DLOdh2UYdz6+vycBDc+Hv+8VWzZTPwyepGgfs1pLRF9fFeXinVZPlvmh5 +fu/gLaYtlO+LfVudNs1YQ+Z8cZnFRo2SBjL64KSKkcs97F5Qvg9e1/nh9iaD +DD74kJ/+8WY/mfNBw6u9bQOkL+nfz0UlR8uKsnIyNxd1hx495wmvKO6N3NVR +40+eJXPeODfaMXnsxNcU98IR6TVqFVlkzgtVL8VY9o9rpfgcbN6y42xDNpmb +g7fzqp7nTn5DcU/c3nOoOesamfNEp90nFIb7tlHcA0OL9irZtJM5D4zsUt0t +2dROcXfU7th8rntSB8XdMSne0Nainix3w9LBGvPXpnZS3A1vGH3b4+v+luKu +uGTz3xcHqb2juCu+ORZrMrqGLHdBX5XOlUPyuijugoOPSEZZOr+n+GxsrP8g +enaRzM3Gthd6jVXm3RR3xlhhXsDi02TOGY+FbmjWtPpAcSesVgnJGlNM5pxw +7PiQUz99PlJ8FmpyxsqW7WRuFjZt8miYvqWH4o54YIbj/VyrTxR3xK1TH/DH +tpLlgKN+GV7nlPWZ4oB6aQ8UG2K+kB0QzM0WXbX7SrbHjlPl30p1e8kz8ePS +7v3qSt/IMzA+Zd+trJ/Mdtj8tvnX0sE/yNOxQ/GJUptBH9kWt3+N27zF+yd5 +GhZXi73/2NZPtsFZXRkbZi/h8F9bo8MwtcWDTBXIU7HIyPvD1PfMVriwe7/X +1FsDyFNQ84+tP1JzFMmWmJh178CXgwPJFvj7CUWpR64S2RyPXtUISLw3iDwJ +uZtxmqsUlMlmWG9bsaKHp0I2wdfDeGeu/qNKNsYqfmFPo5MaeTzePbHxaUHD +ULIRqrVd+JYmH0Yeh1rzYuLWbB5O1seLZzW73W01yGNwwGuvweIzzKNwY7Z6 +wm9VzNrYM37YsEHpzMMxdOGON4pqzMqo8mbu4DB39vocKp2s+FW9Tp38vrjB +sf9Uhg77+ziuImLLm0nhQ1jcwcX0w9rBl9n/l4Nsa4WZOebs/VCGzIU3mhRu +sfdrOAT2jm51WszeT2343jU874kte79HAff31ZfVo9jnMQb+NBgiihrKPi99 +ULS91LRfh32e40ApbbH/88ns8zeCZXnGurbn2fdlPFSffdHXaMy+T8YQN8k2 +0fTSd7IJ9NudX1PLZ99HM1hxf9m0Wn32/Z0Ekw9m3/D+zL7v5jBxwrHLW5+z +58ECdEJNrVXr2fNjCdYdrquFrfR8cVNg+CIu0EeR2QoKfv875cTv7HmcCt4e +u10FYvb8WsM07ydhCbnsebcBs5YQPe1edj5Mg/Ut90Qhfsy2INLp3qIVx86X +6aBU3q372p2dR3Yg0Us51zz1LXv+YNQYrapqC3aezYT1N+apnJrBzj97OBTV +NkgQ0M6ebxjnNrN9QAI7PwEcjJ/kFp5k5y9AmOrqYzlt7Hx2hHzTQj99C3Z+ +O4LbgZWDY1ez830WXAkc+eDlM3Y/zAK+UmL4Jwd2PziBV88Vg2F57H5xAl/V +seH5Y9n94gz2aRP9g/ew+8oZolMlOftGsvtpNvQfyDmterCFna9wrbXinbMJ +u/9c4K6h9qHOInZfusBXm8mOeTx2v7pCdaD7dPN37D52hWVh2svNU9n97Qbt +a19pSixZ3A0y9iQM0D//nN0fMGJ72uIXaqwfcIe6U5tLjsWy/sEDapckjPr5 +mPUbHnA0Rjt/84wGdn/B/PTx8e9PPWP3G4zZHbW/zoj1L3Pg2j1RT28m63fm +wC/qNjhwXD27P6He7LDzheN17H6FnY3FiQ8tWP/kDaU52x5oIOu3vME7qemK +G4/1Z3Nh3uMfGQ5vWD83F653r5l7J7mW3f+gs9ui67Qe6+98YI7MY13FP6x/ +9IGuX77dHiSsYf0FPBnf93CCMusffYGXtbJLs4D1p74wulZt5fHwata/QHTR +t/Q7qqw/9YV1P4Mc/IpY/8uDxOyJfRYLWX/Mg/aSH71uhqz/5UHtzeX1SXWs +v+bBhgn1BcU7Wf/tB5etrJs/eLP+3A+mVqorK6mx/tsPCvdZvmy5z/p7P/A6 +aWQTv4X1//5wXok7edmLzQf+cKZ5P27XYP2/P4QMCT3XVc3mC39YYmi+rOQA +mz8CwNi8NltFwuaTALje+mNzzmQ2vwSAlVul+p5vbD4KAP0c81t377D5JxCK +Bvk0WaSx+SgQGvXeWpcI2fwUCAJFDcu/LFl+IJyquXxnjiLLD4Kk0S7SiU/Y +fBYEyQ5an1Rz2PwWBB05n86+YfMeBoGH57DpV3zY/BcM/P4Ri5ePZ/nBcF/6 +abTFNzZfBkNMp46mWS6bR/8bP7kwvDyEzIXA4/IWMy01MoRA5CbP8JfFNM/K +Q+DAy7LYaX+SMQTKt+UkK5qx+TcUpJ2tUdNf0vwMoaAXuiug4gCbr0PhUiff +7Howm8dDYQPH0+nTJnNhkFIZvCexgs37YeDXYrraegdZHgYHrim0GviSMQy+ +zF490lqTzf/hUDBf68S8KtofQDhUtqUnX9zD9gvhYPf3hGrtcLaPCIdpWz/b +JRiQuQhQlK/OftHK9h0RYD/gD4nrabI8AvplmuMyl5MxApy01t9rBbb/iIR5 +t+03jhrC8iPhWV/cBbNqtl+JhI5JV8r0jrB9TCTktaqFty1k+5soUK4rV90w +gwxRMNFesOeDKsuPgv0PChvH17F9UhR0bo5/pXeCzPHhmqJ985N4th/iw76J +MQ6uc9j+iA9RuYKchXpsv8SHrsrGPtdutv/iw8Fz6f6PbpEz+eCoF9fOpZOR +D8br74x+uoDtt/hwf5rYz9+J7b8EcLy/aEicLtuPCcAv2QJ/e8/2dwLoKxz9 +YWkJmS8Az8LRZiGHyHIBRG8oVnm0nO3nBPD+wHao9GH7OwFkn/orR2jC9nsC +MHxW4Rg/kO3/hLDR2tlm5HO2nxTCCPsz9dZX2P5SCNc3V2dV72L7RSEUfPQa +27OI7R+FUJu39OVWb7afFELbWa+Mg6ZsfykEeeTgF+NV2H5TCEeO+YcYtrL9 +azTYaH9N33Gb7WejQSlUwTnuKNvfRkPs6WSFK2vYfjUa5hl83xYXzfav0aBy +8kJJCtvnZkZDupU0U5PtezEathfoWv4YyPa7/329c9Zn3V7TvpgTgZuTyYLP +JWR9EXy4+Oma4gkyiOBBbIhS3Fa2XxaBdr7fEes4tn8WgeIKydtgHttPiyA1 +ItmmairbX4tgV+3xsmxdtt8WQduyk70P+25QfTHkP7qg5dlC1hfD8rEfk3RL +yCCGHykll6edJPPFsCnQPvD4DrJcDDcFnYqi5eRMMcjWB21YEEFGMTRv31N4 +w4ncJIYWpVVSoQmrL4EzipUJnhqsvgTKKl1KEr9ep/oSeJRpNOLTczJfArE9 +ctNzJWS5BJwDC26dP03OlED3Z5dD3/eQUQJGf86Sr5GTmyRQPvbT9DkxZE4K +XTb6F/x5ZH0pdGfAuww7Vl8KBZDSo/8bqy+Fs+ea2lvUWX0p+IaI+pq+ItWX +wkwzz7DRL8gohaJ8TfPUB+QmKZS+OH7Q7hKZk8HI+VHFBllkfRkc9P71sEMq +GWTgWj7PK20lmS8Dlei4h3pislwGWuPvTG30YfVl0Hc26Uj5DFZfBpV102Z/ +NWb1ZbBjZ5TAV4fVjwHzhHmezxSw+D85Zc7Q + "]]}, + {RGBColor[0.46, 0., 0.62], PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.001, 0.0125}], + LineBox[CompressedData[" +1:eJw12Hlczen3APAPWokojUzFpSghLRiUOqVVi/Z9uUvdW9myZJksN7KMoqEw +RrihEgqT7OkwLdaIlLriWotKFKKir99vzuMfr/frdJzc+/k8zzlnjHCxb0x/ +juN29uO4//v7vz9x6Gx5MeXgkrLS/6ciFi3aynuu7CBjLGJEstj8JFkWi2lB +b9W6b5Klsbhu4OmZes1kfixGGmbE7VYp/88Qi1c7thjHjyPzYrFjZCdvvyOZ +i8Wms08NTKPJCgnus3j1TTeFjBI8L+XtjztKlknwWnJbs0E5WSrBFSMnlf32 +hsyXYMqnnP4XVSuovgSPt65bdGQCmSfBhwnvb351J3MSdP+toPbSIrJCjLcr +70e17CSjGKEy0DGtmCwTo6hijfRQPVkqxtep06ca/yDzxWjV/XfOOMNKqi9G +ddVntgdcyTwx9qq6b/1zEZkT4yjdkNH9d5MVMZjac+7kp8tkjEE0GC2Pf0mW +xWCe9LG3ZNANqh+DVxdZFLRakfkxKDu8bdv3cDLEYNWsgpSszWReDN7Y5udw +5zSZi8E4XTNpupysiMbwg1F6b1VuUv1o3BywduQTS7IsGo+v23VyfhRZGo0+ +4QLL/WlkfjRGfewzW3SJDNGY6VA9p7mZzIvGqcfTjQbr3qL60bjcKSVN4UJW +iLBxltp08SoyivDX8IG12flkmQhrwrP098rJUhHeL5ddchtym+qLcKf29fkl +9mT4GRdoDviSSOaJMNNTf1XXcTInwlFtko5yBVkhxAXho6tjRtyh+kI80thX +IPciy4TYI1ANm7SFLBWihptMHo5kvhBLoCZ0aTcZhHjdIp+3dNpdqi/EGs/e +rYIlZE6In/9p/+5USFYIcF1uaJdRKxkFWD+htG/AxCqqL8B+hXZXm+PJUgHe +lesr1Z8g8wVYvmS3vKGNDALcMPHS7k/m96i+AOsaP9VMSiRzAhxx88CubZfI +Cj6mvFiWvo27T/X52KGBg+ONyDI+tl0ae7HJlSzlo6kGL0d1EZnPRzOdoh93 +M8jAR4H6PTW7S2QeHx35CXpRz8kcH21/vZhjqV5N9aKw8a2S1VULsjQKlY4E +LlUJI0MUXlyvZTd0E5mLwoayknzFKZYfiXnZ0r41cpYfibwzcffeqT6g/Ei8 +ca6pdco0MheJtjfXLfYVkTECPTs9TwfvIksj8B//Bc5u11l+BGqoCAZM7GT5 +EVja/vGD0riHlB+Ox/bO8nkaRJaGIz5dnX01lQzhWOcbc6gAyVw4tsVZehd9 +YflhePjmQLXHk2soPwyVWqMTjMRkCMMvTvdSsw+RuTDUzzc8F9xAxlBssiuX ++f3yiPJDMaSW757lR4ZQ/EV5fbfNLjIXiiZKbyfDAzKG4PYE532ntWspPwSN +HoWO2RdIhhAMa3zyTGk/mQvBrtxhU/oUZAzGNiOHkgyTOsoPxpwVHblVS8gQ +jGkqhbuvXCFzwXhGM0ERr/6Y8oNwsnvA8aYgsjQIHR8s7LU/RoYgnJgx9fEf +3WQuCM19POzve9VTfiB6tq21Nc4hSwPRekzIw+zvZAjEu9zgz37BDZQfiEMy +nqz1LSZjAMp31o8tGi6n/ADcfsJ2cdoKMgRg7t9NlZ8byFwAvvIzWqXq8ITy +/dFpcVFlwwmy1B8XeHrpbtNtpHx/nOynr2axlcz546C2W7tbu8nohwkv1ObI +E55Svh9m3CuxNHhHBj88xCXY14ifUb4futj+M8KoiYy+eH39J7190xSU74sZ +jT1KGavJ8NPv9JdnlpI5X3TMKtItUn1O+T5omDrvjLIvWeqDU+vaDI4eJIMP +Dh7dsDKvjcz5YMSdN2amdi8o3xvLurpNXTPIUm+0PbT8w6h3ZPDGQTrHy+/O +eUn53mhZ0l2XKCNL56HD5pCoWdwris9DD69vpSAiS73ww7Wjx0/fZHEvTJxl +Ovus1WuKe+IH829Gq7LJnCemnl5dMVH7DcU9MGjZP/P7/UHmPHDC+TVrzAY0 +Udwd27fJr7Ukkzl3PPxpcnGicjPF5yIqq8s1dpC5ubh0UKnJF723FHfDa4EG +y5JOkTk3TBzT8KrF9R3FXbHry+6krGYy54qyLovU5h0tFHfBJIdEV0ubVoq7 +YJ9EHPHyA1nqjHoCk9SFBW0Ud8aPbsJI96XvKe6EC//S6eWgneJOqK68d/OO +QR8o7oh1opQm/TVkzhETsgTGfR9ZfA5W8R3epS/8SPE5+Kbg7DWLdrLUAX/k +2430XtlBcQcsutRoz1fppLg9dnrsOPQii8zZY7Cl73eR9SeKA6YcPDt4/Qsy +B3jbcQnv6a7PZDssjnioO9vzC9kWHwcPOztfq4s8G7W1pll5v2S2wRE5psnv +8CvZGl0f7+oMOvmNPAt9hwbdqcvtJs9ED5fIE/fP9JBnoF6L9qS6ql7yb5jJ +V+op7vtOno55NasqVjr3kadhlIF2xUVfDv/zVCwPWfm1QLMf2Qqdvec45cuZ +LdHGxn6C9EJ/sgVW7vm8JPTYALI52p9VC6gsUCKb4bdb+VF1t5XJk9Ds8lT5 +bBVVsil25K8xThKokU3Q0NzabOhLdfJ4fLU9+UnxzkFkI5wlC2rakDiYPBYz +r09KOr9Xk8zD/IY9vbncMLI+3m0sOfkoVIusi5MfvRzbr1qbPBz1/z357+CZ +OuShyD0q31Fs8gtZDW/lDqzL0Wf+OUF8fy+dNpL9/IfSGudBlY1H2L/38wR9 +W32gxJDV+2C3uuLv4aU4lMXB3ulC3lcV9vuqwZuniTljazRYfYhs8AlXVgxk +vx9cW2zuKx3DPg9dKNF8aij7k31++uCjJPO8PV6F/f9BeuHvpX8/ZZ//WCir +tiyRFbHvxwge3K1/OOMw+/7Gw7DBY4aE5bHv1wRKO/h5a5A9D6agZ3TnTmst +e14mQdKp6mkvPH6QzSD5aDyv4Bl73szhT8sZpalp7Hm0gLY3yQeH+7Dn1RJW +H9xvYzKRPc9WUDjeLf21Lnvep0La/ewymS57H6bBR/7Iy3IT9v5MB5VvWlV2 +ruz9+g08c3cV/JXI3r8ZUBQSNvD+Kfa+zoRxq9Lb3n5m7/cssOG/y+rnwmwN +l/UrOp0Ps/PBBl5kaY/qVWGeDZJl93KWLWfniy182Xo41aCGnUd2MISn2ray +6j17/8HZ7bF/S20bOx9ApzhKtKGVnX/2EP9S4/ewIez8s4ejs1535lq3sPMH +5n3s25yzjJ2vDvCHmvBGbjE7f+dAUTavSrUfO5/nwOSIO20WAez8doQnVXl7 +9p1h578jmI3qdCnRYee/E6z7t+CIUTK7P5xgQUPBgahOdr84w6QL/SqUF7D7 +xxlqJ6w6WfyO3U8uMHHH2NDhi9n95QK3Tyie3PnK7j9XCKwvUKRvYfefKyTM +SPXV1mNxN+jQW6uuVcTuUzdIOaWyzH3eC3b/wMeZ5+w3trP7ei7M90sySM5g +97M77DD4PXCoNYu7w53NZ/f3vWb3vwcUxo05z8tk/YIH3P9xwNvVicU94Yqx +45L9Hc/Y/QpH5NcTdfis//CCeuX4D+cesH7FC8IT5Gk2c5+y+xs6N4pNJBWN +7H6HghflB3qcWf/jDUrGOjuv337C+gOoG2E0c6s/65+8QbUn10j/uZz1F/Co +Y26P9xLWf/lA4ucxNr1KrD/zAcH8tp7P+xtY/wIXtUJydaez/s4HqtaYlMPD +etb/QBR37p7HMtYf+oLs4FAlg19Y/+gLOhcuumVcZv2pL5QNv6KfIWL9px84 +z65a128I60/9QPnZ3payS6z/9YMZslGe5XF1rL+Dg1r321p+Zf2vP5wNXCs2 +rGL9tT+Ejr+yJWgj67/9YVPuXLvEWay/9geDUVpJ8Z2sfw8A8+PqGuMLWX8f +AH9qLkjdG8/6/wDY0Drf8ZQJ6+8DYGv7c8PIZjY/BEL2vaTC3flsvgiEkqTm +XpcFbP4IhKLg9CsSczZfBMLDaRctmz+z+SUI6nyq7EqusPkmCFz3reTLU9j8 +EwQbNvQd/82LzTdBIKkxulGpy/KDYbF1SlPyKzZfBcMT4yOnw8+w+SsYFtX7 +WM5bz+azYJi3M+GBtxebv0Kg1lYHQkax/BBYcedwHL+dzX8hoD69YGXkNTYf +hkC8zsk77plsfgyFc/l5amNi2XwZCltbojTrbFh+KPS/NURTosXyQ2Gj+tNN +t5rZ/BoGZ/avcewpZfNuGOxValjQuZfNx2FQpKheUJDA5ukwuFca/tlwLssP +hyqNje0+bL6GcPCqXv48+gfN49Jw2HOrgZ9cTMZwsLSN5z4sZPN7BCwySk/P +MyZDBBgveKZ+6AXbD0RAYJDXwbsHyRgBVpmbL5uGk7lI+Md68ajCX9m+IBJ8 +jLc/m9dA+wdpJFj1whq1/WwfEQnywgv198PZ/iIKpmw5BodHkyEKyifN9l3x +ku1HokAo7u1yPsb2KVGwjz/DZ8giMseHX2pHZ1dMJfP4MLvYD+J72f6GD0lz +p2Z2lrH9Dh+0x6kNjthBlvIhs/ShaXYwWcYHjYUpWy4ZkpEPsst6r460s/0S +H07Vqk8PvsL2TwJo+tp65sEfZJ4All5bUT0kmAwC6LUx81MzJvMFUBH63ury +F7b/+vnzKZZHDCvZfkwA0mOWn2b/xfZnAjgxQbJDJZ6sEMDewwaK1TZkTggT +dCIDMjXZfkwI3LE0f9+XbH8nBGHsaPvT59l+TwjLDWUbj6ex/Z8QeMrWu2cL +yTIh7LFdqyGeQUYhrKs6d4ynyfZ7Qmi6dS0k/g3bP4ogzjrXAa6y/aQIeJrb +zx3aw/aXIlAs32K+eTGZL4LuihyXj2yfKRWB5HVy9tOxbD8pgkTMfe3+ne1P +RdBjoXF2+mO2XxXBw1NzZFlFbP8aDXqLh1kmpbP9bDTUJRu33JvP9rfRUDWl +0vsvV7ZfjYbtC4K7qsex/Ws0vLE/u/33AWw/Gw15oo+v05+z/XE0VP6l2q2J +bL8cDZnt0S1fD7L9cwx86f3ju+s6tp+OgWlFx9N+RLD9dQy8kQ/pr2vL9ssx +UPXS90bGKLZ/joFBK3PtE/rYfjwGmqTl104o2P48Bsq9TqY5Xmf79RgwVDFp +mHGUzInhYdPqxs2byTwxlG3dcm9SHBnEIH2e9c3Eg+3XxbAz4fTV1VPY/v1n +vjQ+20Cb1RdD/rnbTtpd/1J9MfD6my4KkZMVYphePfzT+1IyJ4FNhiuuPjhK +5kngrnbZuQHbyCCBpElQKl1M5kvgpZrKSdcAslQCC5MNIdSaLJPAm0yzKWfH +sPoS+Daza2yAGqsvgTVG5mXW7depfizUawrLxLVkXixcX2jfVFNChlgYFpOj +vimHzI8FK/4DoxXbydJYGHJ+vWdeIlkWC0FBtwtHRJIxFroHa22ocCYrYqHz +s6Vy0RRWPw4Kjwxa8kT3eun/ACQV5lQ= + "]]}, + {RGBColor[0.68, 0.69, 0.], PointSize[0.003666666666666667], + AbsoluteThickness[1.6], Dashing[{Small, Small}], + LineBox[CompressedData[" +1:eJw92XlczdvXB/BvZUhkSkghFY26DYYotZJGaZ6nczpjRMnUz9gxxzXkllxE +R0QZk0KuaiUpyZChSMOJULeiK7Pw3Of5rf34x+v9Wq3XPp3zPXuv/WmSIN5P +rMxx3D4ljvvf///7byH6StvrX7XcLP0/KmJQzH19qvyDjDGoni8vXz6u4r+W +x+DMXca2s23Ishg8nfW6MTiIzI9Bg+0lM+6tIEMMBj7MLTuaStaNwYgU69bq +fDIXgzraU9v9H5IVUlw8umWS7XsySrGufEbzxpG3aH0p3r7VtsHYmiyTorGp +1WbrADJfiirDNqccW0kGKd6XDV618gBZV4raT4aYXiwic1JM0XpZGdRIVkjw +k/GItTG/yCjBvjkW69r1Kml9CUZtU/v11IUsk2CTuaGxXSyZL8FRv+UMHpVC +Bgl6nD2aJSgk60rQ0WVwg/FzMifB27vLD8QqVdH6YuzlHaoyNiKjGG/FpcVJ +vMlyMap0FZ/TTyTLxDjcKv6JMJPMF+OrGQtFxlVkEKNCeczAxH/IumLUynZN +8da+TeuLsccmr7vQmawQoUOs27hzS8kowleDfw23ySDLRZj+wf5GaBVZJsJz +Tz2Gan4k80V4e8WpisV61bS+CI8vK78g9CHrinCE5df0vg1kToTvHDVDZp8n +K4RYcrrz/cRmMgoxqsvrYN7QO7S+EG8t/F70zoEsE6Ia73L/1gQyX4hflRuX +JJ8ggxCDThXp/F1P1hVi64QpC9WG1ND6QhxzVl7ZDWSFAC+rFf715yoyClB5 +eETNsHNkuQCbC1LXB7eRZQKMad7qs0LnLq0vwPupy6sXBZJBgM7cko0Oe8m6 +Aiy2e2r2+TaZE2CccNyV9P73aP1oHH9m3QL9uWSMxg338mKzksjyaFzxeXSr +VglZFo2Dzv+4t/cHmR+N1X6+cjX7+7R+NPrOjuxLSSLrRuPw6UZXjG+QuWiU +ec9s7VZ+QOvz8XrSmBHBk8nIx/Ip6b3+bmQ5HzvPiMa2x5JlfPQeZKE9JoXM +5+PE4FVn2grIwMe8OlF6QANZ9996gmPtIq6W1uejVUHVJlNDMvIwZPsYtcNe +ZBkPPZ5PVi5ZRQYe3qhb5ngwk/XzMHajRZ3lbdYfhTvSGn/t6mX9UcgZnDbM +m/CQ+qNwa2XAM7kHmYvCL6MVxaJEMkaiZqX0oFI2WRaJvZ27Pdc/Yv2RuKKR +/6xJ+RH1R+K+j62LjK3JGIFTTWsiJSKyLAJhc4/b4XQyROD+n8kq92+z/gjU +v+yYo/qT9YdjVxsvzdv6MfWHo4+dk/DMQjKE46fqsDf6x8hcOEarCfXKnpEx +DPfPneXwu8YT6g9DA7WTe3d6kSEM9QaapFTuJHNhGBGh3etRRcZQfFgacmn8 +wDrqD8WCgJyp7q5kCEXP6wX29clkLhTzz18SPLxDxhDc7OT4yHl4PfWH4N+G +PzLnBJEhBPUmqpTeOkLmQlC/iKfx7jUZg9Hol9LCCsun1B+MmsMspKEbyBCM +E9/1rv2rhswF47qDmjf7dJ5RfxDmldf3mseTZUF4/PrFeaJyMgThMcWJ2Ata +DdQfhDfOnzikv4yMgXjfndvzuIYsC8SuNcOy64yfU38g5m+uU3HYQeYCMSpH +75p+JxkDsC7jZ+dh70bqD0DrBPHn0stkCMA7qjWpubpN1B+Ai2eHdSzfTUZ/ +HJfnnmn7gyzzx5ayAy8mLG2mfn+sbUXpnNdkzh8rhwTHXuW1UL8fmvuWFeY3 +kmV+aLx3vH+OuYL6/XC3kb5B41Iy54cDUs5cUy0koy969oiUnL6TZb5oFmb3 +Q+7USv2++KwjtnvWHjLni4pPnkumPCejD2adrt8vM3lB/T4o/qIyXrSODD74 +4OmLhLcPyJwPOrqZPLE3ekk/740qtd1xqzaROW+sevyb8GoLq3vhTmnBG2No +o7oXOijaIt8fJ8sWYNrOlOW2g19RfQHqSDs8LVeRZZ6ofsG/SPkVq3vi0JyM +5a3Br6k+H7fq6yxRvk/m5uOPIQF6Rz3eUN0D+b9+fuqpJnMeGPlu/gFbn3aq +u+Oper+I8gYy547uGofyHy7qoLob7vh2eVMR9zfV3fD0p61H7maQZa4Y8qDX +PNahk+queCLrhO3HdrLMBQP6rpvXHeyiugsuP7Jrvcyvm+rOiGXVkniNt1R3 +xo83tzw0bCLL5qGVxYegWXnvqD4PVxZcyM906aG6E8ofHPJJuEbmnLCgaqtl +t/U/VJ+L2dmZ0xIvkbm5OGjR1oh1s95T3RFNfWIalt8ic47oMLpkpiKsl+qA +xx3jT/h8JnOA3JeeBEHGB7IDKhLTbt3w+Ei2x4Uduw5YqHwiz8F8+Y3vG24x +2+H+c5ndB/Z/Jtuiw+769KSEL+TZWDByumtI+FfyLJw/RuogDfhGtsG8iD83 +j4v6Tp6J+3oqvwxb00eegUbqvMkTTv8gT8d+m7yH8Hp+kqfhAh+zl0cNOfyv +rdGl6EhzeRuzFVp5G4sdLyqRLbGkVV+5/15lsgXOKnbtDJWpkM1xk6LvsHJy +P7IZPvUY1xye259sgrGj1mbsbh9ANkLH3Ga7Bx6q5CmIoKZeWzeIbIAB0jQP +l/2DyXp49/iRD3f2qZN10efNM3vTxmFkHSzJjVAa4TyCPBYVG1b4pzaOJI9C +s0I3ja8Vo8jD8ezSuSkL+48hq+L4qQavG220yBzuvtRm2f6cuad0zKXmNRvM +xrI6J73Cb7Gp1WR1B43XfcOUL2mwOmyulBZM7mavRxVGTpyUeX/pcLY+SPb9 +Z35b2FD2+kBnXun3k2ZD2OuHbbVlyZJ5auz3g0H3H/c7mcbeL11wln/tJ9QY +yN4fUDcT/hxQxN5vAyisi/t0MYl9HlNg9LfqWBSwz8sIFmRPa0qMYp+nCSQG +1J6uiWeftxmYZLxtskljz4M5jApQvW+X+oueHwuwqvHYJ9Bhz5MlbFmyZd89 +ZM+fFVzY9MSxfj17Pq1h5YyM/qa+7PmdBlXcgLgyG/Z8Twf9zrC9963Y8z8D +3LZszimZw74fM6HoZtNugxD2/bEBjz2P44tl7Ps2CyaH4UXJZfZ9nA3bHDMP +jvvCvq+2YH4h5kLXPGY7GJV69eyADPZ9nwNDuYS27D62P9jDpPQTQ7UkzA7g +dtEvpqSe7S8AHZ3lY5V92f4D0Cgylxdlsf3JER5+tjTKzmP7lyPY5yuJXlZ3 +s/0H9hTuOHS8p4vtT+B387zalElsf3SC+qA/w6+Fs/3TCVbOfGNaksn233mw +ZF/B9cNdbH+eB7a9YVeqHDvY/gm3vy4dWnGU7e/O4Jb99ZuWCtvfXcBmzZnR +oXHsfHCBYVkJqdoKdn64wuxaw71KIex8cQWHJveNF5+w88cNXEv1S+tD2Pnk +Bu9zrUdOaWXnmzs8W6Ae4R/Hzjd3eGRk5aTNsboHpDz60jYnnZ2PHvCnTs6O +JAt2fs6HG8MtQnPusfN4PhSkzxy+ZSk7fz2hKDfocqsmq3sCPNAPTi1h5/sC +mGaujUsWtbLzFVY7+Tq7abG6F4gWi/f0VbN5wQtyaiIXS5LYfOENibWTrwpn +sLo3+Bf+WJrT0sLOf3D07h5nHdzC5gNoT9OwN3/UzOYHeL19hJbIv5nNFzDq +5PzpWfVsfvIFh038OUW8JjafwI7a7Jp1nWz+8oVfTlo25Wsa2XwDDk63/MTq +jWz+gYPy2xb2x9l85wcb9E53mdg9Z/MTHIuTL1N7yuZDP1j77UxA8So2P/rD +3hqd3MljG9h8BjPjy3qnXGfzpz9o8peOPSlg86k/lNvFBuwY/IzNf5CX72d7 +9TKbbwNAi2dSoC1i8++/tnXvPaJBxgDY19cTZ1LB5udAcAxee/fcf9h8HQj1 +1wR3Nc3Z/B0InVY5Rr6v2HweCG+1BqzyPsrm9yC4c6ZBTSmUzfdB8HtfriJI +k83/QdDTsVs29xG7HwTBGHHfx8I/2P0hGKJ1J98+7s/uF8Hwu/D7r5+a7P4R +DDlqygZ//f/9JBhUa109ao6y+0sIfL9xd5yhmN1vQuARPnqMZuz+EwJed6y9 +9n5k96MQcNnS2ZVcyu5PoaAWpHr4xE52vwqFZA/zy8+C2P0rFJp/Xe2baMD6 +QyGyuWVN/Ht2/wuDf4Y4r8Eydr8Lg6kN7SsH/8Huf2FQfPe6hruQ3Q/DYGfb +eINl01l/OCQmbzmZpMr6//XK1tpFjez+GQ620/+YMPUiu5+Gw1Kt4964jd1f +I6D3isfqCZHsfhsBq/uPVpk7jfVHQFesavbkIaw/Ah6eauDdbKP7NBcJjwbw +ErRK2H07EsS5RS66f7L7eSS41SXGPV7G7vORkJ38xy5LL9YfBSb26n7WJqw/ +CvgTHFc/GcD6o6BUbr7HsIryAoyC5X/NmfR4M8sPeJA9ULo9B1jewANDUWNr +xk+WT/BgiEl9bm4xyzN4ULzErqRyPZnjg5WsYGGPPVmXD3Dqb954JTLwYbDY +Nt/tJstX+HDxn5TixclkGR9wbcCoLQvIcj64FvZJd2iQkQ+vP1asTGxg+Q4f +OpySv7plsfwnGkb325HzZRFZNxosVcumbZxGhmgIDD4a3PST5UvRsGHswBcD +q1n+FA3K+7fd+76f5VPR0IFz/QoEZIyGs6YHO8wsyIpoWFKmGRX9k+VfAnhy +OevmgrssHxPAmf4WK95msPxMAO8qQj85LCHzBTDQKOODvT1ZJoDndr9Nbh9G +lv/78y9Pz7Z5wfI7AYxpUH9mWsjyPQE09Lu7rzSZ5X9CwFOBb95FkHWFkL9g +SnCRJRmEcAy3xowdyPI9IaQ4jCse1MTyRyGohgl0d15i+aQQnHa6pabvZPml +ELIeVPiaCVi+KYT9Cftr3WaTORH89uq3ax0jWT4pgqTOxfVDulh+KoI9OhqD +8ipYvioC7fs6VrWZLH8VwWyz1SZxa1g+K4InvfLCLYFkFIFpv+VJIy3Jin9/ +/lTRRE11lr+KYfTIFP2dHSwfFgPv2otx8bdYfiwGT9f0U2XHWb4shrTf5b8n +bWT5sxj4Hw9dOslj+bQYdml/sJ1uz/JjMVz9rIg3Hs/yZTE02zvc2NjH8m8J +cP1yy+waWT4ugaddlYNCr7P8XALrWhZOe5LB8nUJKK9orLmwnuXvEvD6fNL1 +TRTL5yVwc8OnX6uB5ecSeJ2pbivRY/m6BKBByfJ0P7a+FHa8Ndaa94byfl0p +bOcp2VhVk0EK+XnqXcvOkflSWBO67Uq/fWSZFF5qaDq/XkGWS+H8mheS0aHs +7wdSqHs0aXjaHPb3BSkkDAOPKD0yFwMStQOGKway9WOgRtBT+LirnNaPgTjF +pN4ND8n8GFjpf7Yi4SpZFgPvPPd+O3OULI+BY9sPuZltJWMMeDqmhvwTS1bE +QOKNiw+++pG5hfDH0djoebPLS/8H8gDQfA== + "]]}, + {RGBColor[0.62, 0., 0.13], PointSize[0.003666666666666667], + AbsoluteThickness[1.6], Dashing[{0, Small}], LineBox[CompressedData[" +1:eJw92Xk8lun3B/A7CkXRFEUyhPZEWZOcyr7vS4rHvjXUqJSiZyTmW8r4JsuU +ekwbFU2kqaSOFjGDEpFClinJICoNWr7z+825r/7p9X6d1+Xmfu7nus753GoB +0S7BYhzHpU/guP/7/99/4TjWsHSPht/92//PjjDU0lR4V7GbjGG4tHxrYnE2 +WRSGe4/qL/xYShaGYdu8ezt+aiALwvCqM5xPGCJDGNprJlVXyFb+a9Uw1Hnz +e523FpkLw/1Nvg0W9uSOUBzvnmn0n81kDMXoq7k1aqlkUSiWKgpbp18kC0Nx +c3PHWp8asiAUhWqvvbl+MoTiSHL4W/FpD+j6oTj7gpFK+HIyF4rfeqh8u9KZ +3BGC591cNIJjyBiCDp1TF4llkkUh6GjiUSdznSwMQf+I5HUprWRBCLZ/OmcQ +w1XR9UOwI+VDb70GWTUEszKG9U5bk7kQvNhzpuxNFLkjGM9J9kw5m0HGYNQ5 +fKih6QZZFIyvRdUzEjrJwmA0y5tpmitVTdcPRvUfx730tckQjJlRmzk7L7Jq +MN5TFo/oFJK5YBQ5NluPFZA7gvDjIftLPzeQMQiF++Y1V34mi4Lw4VP10cSF +v9P1g9B5dt6sBleyIAgnpe5turGXDEFYZjjJz+QiWTUIsw+OuW5qIXNBqCr3 +rFlZ8g+6fiDW5IlOx+uRMRAVEq6s+CGILArESsvENwszyMJADOpT9NlxjywI +xI9WEdGRH8gQiHIBj49NWVBD1w/EnoysLx7eZC4QE5Jco91SyR0BWPbzd7sl +kYwBGHN5xHH7e7IoAE9W7TlyalEtXT8AK6YH6Wb7kQUB2JZ2V8c7kwwB6BEg +DP6rlqwagJfMXTw8Jero+gGonhc/66QpucMfTw7FraraRUZ/bEw519h0hSzy +x67tv2XXvSUL/TFF3mRCybKHdH1/NB77ISUlkgz+GPVZ0OF4nqz6z8+/J24o +94bM/VMXXi8OkX9E1xfg8TuvUyz0yShArScBHec9ySIB3u58vSVrF1kowOAd +MS5yx8kCAUql7OtXvE0GAT5WEntxrYusKkBbRYlnQxL1dH0BvtJbe6B6CRn9 +UGqgKs7MmSz0wxWvv5sYGksGPzTW6jXXO8Gv90OXwoH5Jff59b6YNLkx+M9+ +fr0vlq5XKapReEzrffGMSKk0GsicL2boPPKqjyDjJjSS0S3/cJQs3IRHT10I +7Kzg12/CyZcOG+UM8Os3oVfftmPzlBto/UZ0PJhqt8+GLNyIftvrAyp2kWEj +bhtKX9xdQOY2YqGc1KTBZ/x6H7TUv2PRJ9NI631QEz8rtZuSwQeXLuncUhtD +5nxQvrNw5FY+GTegzv0Tmtfa+fUbsE/Hx++W/BNavwGru17MabYncxvwJlem +IZVCRm+c1VL81LOCLPTGk49Obq39xK/3xiDnTPOtRk203huVjX/6ZBdLRi/M +icq9EnmVLPTCWV+05Z6NkMELXWtNl541bKb1XjijzC/hxW4yev5zPwpyM5Es +9MQzlxLGWyWe0npPNItxOHLPgcx5oubkrBy/bDJ64PmyzhXYTRb+Y/OGVX9r +t9B6D5wZKTlPUUjmPDBr7qqelfVkdEebzpRl3hrPaL07FhlnReXsIoM7JlzJ +NptUT+bcUe7rwfuFi5/TejeUkwvrOZ1MFrrhC42n3Z//JIMbKkV7/bfWvJXW +u6FFxPFfFxeQ0RWF6boztGTbaL0resovKRuOJYMrLr22+9HRbjLnisPNPybp +u7TTehd82JvX9eEuWeiCE/K+Zo4YvqD1LvhqudjVjZfJnAtey3xdeVahg9Y7 +49HkpvuxHmShM27Zq62il00GZ3Rbvk7/3XMy54zvyt7pPlDrpPVOuLr4q86D +cLLQCR0ie76fcoUMTljfl/RrAddF651w6JOW4LYjWeiIClNlx0Pz+LojZplk +rrnzga87YN2yfv9Bu26qO2BvYrHJjHNkoT1G1BkGu038k+r2+Oli4orWILLQ +DsPmrqtqquLrdvjn9u5pMdovqW6LKy7/Xdx1jMzZovF+iaUbpF9R3QY/KZx/ +LLeXzNmgW6OVzNqPfN0aW/Smpi/c1kN1a7TS5h5KjZCFVuioVxuxIP411a1Q +PzmqtW5yL9UtcYPEK3XH42TOEvUHk3/6ovuG6haofTAkY1UjmbNA49wduWFx +fVQ3R6Hu2YGRBX9R3RzDIxdu39RGFpqhya20bJVj/VQ3wye/ZEhW+Q9QfT36 +CNqS3+kMUn09xu9wfaku8Zbq6zC0tazk5k4ytw7n9Aa91xzi62vx7vduadXR +Q1Rfi1u/gQ1KH8hCQH+Pl9OP/jBMdcDdb48eqJB/RzZFpV9GVHWLea/BpxUl +MWme78km+KrsS1SyxAfyatTT9y5pv83bGFWXvwqISRohr8IVU34JNHT/SDbC +jtCJi9es/JtsiPEZdguufjtKNsDqoo4Jf88ZI+tjy5WHtSmLxsl6WHrEJH2u +zSeyLk5YkplQtPczeSVe3h+6c2fNF/IK3KOl6fmjIof/WgejNb9dbfyctzYq +cnFTFAonkLVw6C+pp0vSxchLMe/ladW//yNOXoza3jXP4n+eSF6IS9zSYmMq +J5Hn4+SWvPLEbyTJGtgeEqednyRFnodH0r/kVGpMIauitL1CT8ZnabIyhv9m +f0dHZRp5Nj6/eqc/wUGOPBONrqsMHKubTpbDF8VTThcUziBLYVvJiGXUfAUy +hwp9fanx9xXJb2/PLzrv2WKpytc56UkWg0/b1Pm6qeNgYY1QV5mvw40Ne24N +5szifz5IjbzX3XFlJn99qFkQe8A3+xv+94P0vD7J3rf87zsbHogXB5UvkeX/ +Pihf8VV1sFOG//th/cfnaoq9/P2YB+1jVgfXL5/M3z84mL35zftz/P2cDxp7 +VWw1bST4+w9xeathuix//xdDeJetxb4h/vNaCvMXLKn26+c/Ty1Inip7wesr +/3lrw6OaeSbXNXjrwKbf616u9eGfjxUQ455rrbzuK/98QfHgVlPxXv550wWb +Jflzt+Xzz6Me+Btk609O4J9XfWg+tDviQij/PBvAxMap4fsD+efdECaW9mWM +RvPfByOIdBJ/nnOQ/76sAkHnwQlqpfz3yRhiJKXlv+tj3z+IRauSuGW8TeD4 +7/sk/OP47+saGD3yXyeHevb9htejaoNJOrwBZIcaqrx+Hub3B/B3tZ61TJrf +H9bC6L3CpO/38fvHWnAWP5lxRozfX9ZBtlSBk/2PbH+C5thQ7bEZ/P60HtQc +hsIP2Azy+xuUhM/1PRE7wO9/MDMt0V5Y1M/vj9A4p+PaoQG2f8IGd71SbQN+ +/zSHZBk19Rcpffz+C4GzgwcUO9j+DI8yV9pvNuX3Z0u4m+MzFnGG7e+wJ6U2 +rGQ6v79bwbR3Y0Nv9r3mzwfYtniy+K1xdn6A3bY4hxc7+fPDGtwbb0hJjrPz +B6xluvWGf2DnE8hvmjUtYCpft4UrOq575uSy8w3Ev0Zef8Wfd5wd/P5Hu1ha +FTsfYeOuxoiuQHZ+gozR25uXxfi6PfyFat8/Os3OX6iV+3Rxpg1//jpAdpeU +oecwO7/hxuyVwphcdr6D7fzsZEtbdv6DelVxZck46w/AeaxI9lgR6x9gu1iO +c1cg6y8g//wfgi1zOvn+Az6fdS9Z9oT1J+Cb2qU8MZ31L6BpPXKo3YH1NxDg +Ovosfxrfv7jAIpP4uSdFrD8CN6vOo3sXvOD7J1hWURRVd5n1V3BN5bcvoabt +fP8F2X4xvy16xPozsJ/tZjMcyPo3aGl935w3xvo7MNifqqqUwfo/2BLoWLhG +u5XvD6Fb43bf+zrWP0LjYI+exhbWX0K07rT7pTPInDuIlkxMy7jO+lMws3wv +V+jP+leQOp0j0y9NRnd43hKyZv011v9CpNKTGSdDWH8MG08Mh71VIAs9YLmU +m+uCatZfAwh7vqyMZ/03pMrKnJRYyfpzuBn3MSbtDevfwXyvVtetU6y/hyPJ +LVn7fVn/D1HjzjcalcjgBdMsk+RPPGXzA0i237VozGLzBciZb26L8GLzB7wU +Tf7OQ4mfL7xhrnX24dQ2Nr9A/Ja4R+K/sPkG8qY3ZJaEsvkHRv3uDB7RYvMR +5PZuFOSOsPkJXmR/vFR1m81XoCAf99u0A2z+gqzyRqMwdzafgb334epaNTa/ +wUrD++UGg2y+g6L6RQYnytn8B8M+J1aOprL5EJ607CmETWx+hBp/0zubtdh8 +CXAs6fl2jl+/Cb4uNXvi1sDmU1B+Facsfo7Nr1DXlnEnbjebb0E2x2zfVSc2 +/0LXDeWbl+ez+RjMnYY9wj6z+RkSC3MKmhrZfA3HOiscRi+y+Rus1GM+1exn +8zlMuPdyo4Mfm9/BsFx6YJcRm+/h6GObPtuZbP6HL62n1+MgyweAWz019/Ef +LD+AN1IqQQn5LF+AVo3hl7f2s/wBLvXe3ZIWyPIJ8PA1jO1by/ILCJETK65T +ZfkGpF+oM9bjyJw/qHsEWRkgy0fAdu69gc9Clp+A0nhbzPV1LF+BIbcVxcGT +yEJ/6PslSP1rFctnILJ7fl7iIZbfwN7yStV+F5bvgISY51ZjRZb/QEO62MSI +DpYPwZr6invb8ll+BMt3n5f03MryJZj64XCqtDHLn2DRz1x26iSyKABuxlqo +ND5i+RXE5deOPT/O8i0ofam/7EQ4y79gxDF7prwBy8dg22hHnvEkMgRC8pSt +u6c2snwN0psbp6acYvkbaF5sSjkTw/I5sAvMuhNixvI7KO8unl0tz/I9MHwW +pfNHD8v/YLGsRWXkDZYPwvcfroYXHGL5IYTf++ye6M/yRYhS9LJ+r8fyR3jg +8yDm0xSyKAjMFTV2ZnWw/BK8c6WFFVdZvgnNk0f8dhxi+Se0t/VUXg5i+ShE +POmMiV7N8lN4EHAs4sJMlq8CjpmqBfSz/BWOSz/M+6mS5bMwydbumK6I5bdg +4dIhsItj+S4M6ug1N7mx/Bf2F8S4NCxn+TAo/jotfK00y4/hpcdDVO1h+TKE +D2u3brnL8mcYvPmlX1vE8mnYle9yzS+e5ddwO+7XuPENLN+Gt7PmDk0wYvk3 +mDnJBm2ZxfJxKL8268H6EZafg/Oc0K6dT1i+DmdOqCTKlLL8HQ5cLz0znsHy +ebj/sL5g/XaW34PsmVOhXe4s3wcXSy2LJn2W/4Pvg8PGKrPZ+wFw6ra8dX2U +vT+ArVt35ec/Z+8XQK49Ta6vnL1/gG87lyr/IGLvJyC07sLjiH3s/QWUoej9 +uRD2fgPyiyTbDGzIXDg8nnchWlHr/u3/AXlU36M= + "]]}}, { + {RGBColor[0., 0.62, 0.53], PointSize[0.003666666666666667], + AbsoluteThickness[1.6]}, + {RGBColor[1., 0., 0.38], PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.025, 0.0125}]}, + {RGBColor[0., 0.73, 1.], PointSize[0.003666666666666667], + AbsoluteThickness[1.6], Dashing[{0, Small, Small, Small}]}, + {RGBColor[1., 0.71, 0.], PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.025, 0.0125, 0.001, 0.0125}]}, + {RGBColor[0.46, 0., 0.62], PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.001, 0.0125}]}, + {RGBColor[0.68, 0.69, 0.], PointSize[0.003666666666666667], + AbsoluteThickness[1.6], Dashing[{Small, Small}]}, + {RGBColor[0.62, 0., 0.13], PointSize[0.003666666666666667], + AbsoluteThickness[1.6], Dashing[{0, Small}]}}, { + {RGBColor[0., 0.62, 0.53], PointSize[0.003666666666666667], + AbsoluteThickness[1.6]}, + {RGBColor[1., 0., 0.38], PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.025, 0.0125}]}, + {RGBColor[0., 0.73, 1.], PointSize[0.003666666666666667], + AbsoluteThickness[1.6], Dashing[{0, Small, Small, Small}]}, + {RGBColor[1., 0.71, 0.], PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.025, 0.0125, 0.001, 0.0125}]}, + {RGBColor[0.46, 0., 0.62], PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.001, 0.0125}]}, + {RGBColor[0.68, 0.69, 0.], PointSize[0.003666666666666667], + AbsoluteThickness[1.6], Dashing[{Small, Small}]}, + {RGBColor[0.62, 0., 0.13], PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + Dashing[{ + 0, Small}]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}}, { + {RGBColor[0., 0.62, 0.53], PointSize[0.003666666666666667], + AbsoluteThickness[1.6]}, + {RGBColor[1., 0., 0.38], PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.025, 0.0125}]}, + {RGBColor[0., 0.73, 1.], PointSize[0.003666666666666667], + AbsoluteThickness[1.6], Dashing[{0, Small, Small, Small}]}, + {RGBColor[1., 0.71, 0.], PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.025, 0.0125, 0.001, 0.0125}]}, + {RGBColor[0.46, 0., 0.62], PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.001, 0.0125}]}, + {RGBColor[0.68, 0.69, 0.], PointSize[0.003666666666666667], + AbsoluteThickness[1.6], Dashing[{Small, Small}]}, + {RGBColor[0.62, 0., 0.13], PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + Dashing[{ + 0, Small}]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}}}, {{}, {}}}, InsetBox[ + TemplateBox[{ + "\"\\!\\(\\*SubscriptBox[\\(t\\), \\(0\\)]\\)=0\"", + "\"\\!\\(\\*SubscriptBox[\\(t\\), \\(0\\)]\\)=3M\"", + "\"\\!\\(\\*SubscriptBox[\\(t\\), \\(0\\)]\\)=5M\"", + "\"\\!\\(\\*SubscriptBox[\\(t\\), \\(0\\)]\\)=8M\"", + "\"\\!\\(\\*SubscriptBox[\\(t\\), \\(0\\)]\\)=12M\"", + "\"\\!\\(\\*SubscriptBox[\\(t\\), \\(0\\)]\\)=15M\"", + "\"\\!\\(\\*SubscriptBox[\\(t\\), \\(0\\)]\\)=28M\""}, + "LineLegend", + DisplayFunction->(FormBox[ + StyleBox[ + StyleBox[ + PaneBox[ + TagBox[ + GridBox[{{ + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0., 0.62, 0.53]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0., 0.62, 0.53]], {}}}, AspectRatio -> Full, + ImageSize -> {40, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.038000000000000006`] -> + Baseline)], #}, { + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[1., 0., 0.38], + Dashing[{0.225, 0.1125, 0.225, 0.1125, 0.225, 0.1125}]], { + + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[1., 0., 0.38], + + Dashing[{0.225, 0.1125, 0.225, 0.1125, 0.225, + 0.1125}]], {}}}, AspectRatio -> Full, + ImageSize -> {40, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.038000000000000006`] -> + Baseline)], #2}, { + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0., 0.73, 1.], + Dashing[{0, Small, Small, Small}]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0., 0.73, 1.], + Dashing[{0, Small, Small, Small}]], {}}}, AspectRatio -> + Full, ImageSize -> {40, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.038000000000000006`] -> + Baseline)], #3}, { + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[1., 0.71, 0.], + + Dashing[{0.225, 0.225, 0.1125, 0.009000000000000001, + 0.1125}]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[1., 0.71, 0.], + + Dashing[{0.225, 0.225, 0.1125, 0.009000000000000001, + 0.1125}]], {}}}, AspectRatio -> Full, + ImageSize -> {40, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.038000000000000006`] -> + Baseline)], #4}, { + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.46, 0., 0.62], + + Dashing[{0.225, 0.1125, 0.225, 0.1125, + 0.009000000000000001, 0.1125}]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.46, 0., 0.62], + + Dashing[{0.225, 0.1125, 0.225, 0.1125, + 0.009000000000000001, 0.1125}]], {}}}, AspectRatio -> + Full, ImageSize -> {40, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.038000000000000006`] -> + Baseline)], #5}, { + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.68, 0.69, 0.], + Dashing[{Small, Small}]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.68, 0.69, 0.], + Dashing[{Small, Small}]], {}}}, AspectRatio -> Full, + ImageSize -> {40, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.038000000000000006`] -> + Baseline)], #6}, { + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.62, 0., 0.13], + Dashing[{0, Small}]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.62, 0., 0.13], + Dashing[{0, Small}]], {}}}, AspectRatio -> Full, + ImageSize -> {40, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.038000000000000006`] -> + Baseline)], #7}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.5}}}], "Grid"]}}, + GridBoxAlignment -> {"Columns" -> {{Left}}, "Rows" -> {{Top}}}, + AutoDelete -> False, + GridBoxItemSize -> { + "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, + GridBoxSpacings -> {"Columns" -> {{0.5}}, "Rows" -> {{0}}}], + "Grid"], Alignment -> Left, AppearanceElements -> None, + ImageMargins -> {{5, 5}, {5, 5}}, ImageSizeAction -> + "ResizeToFit"], LineIndent -> 0, StripOnInput -> False], { + FontFamily -> "Arial", FontSize -> 12, + GrayLevel[0], FontWeight -> Bold}, Background -> Automatic, + StripOnInput -> False], TraditionalForm]& ), + Editable->True, + InterpretationFunction:>(RowBox[{"LineLegend", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.003666666666666667`", "]"}], + ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0., 0.62, 0.53], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[0., 0.41333333333333333`, 0.3533333333333334], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, + 1.35 (CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification])}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.`", ",", "0.62`", ",", "0.53`"}], "]"}], + NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0., 0.62, 0.53]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0., 0.62, 0.53], Editable -> False, Selectable -> + False]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.003666666666666667`", "]"}], + ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[1., 0., 0.38], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[0.6666666666666667, 0., 0.25333333333333335`], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, + 1.35 (CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification])}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"1.`", ",", "0.`", ",", "0.38`"}], "]"}], + NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[1., 0., 0.38]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[1., 0., 0.38], Editable -> False, Selectable -> + False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + + RowBox[{ + "0.025`", ",", "0.0125`", ",", "0.025`", ",", "0.0125`", + ",", "0.025`", ",", "0.0125`"}], "}"}], "]"}]}], "]"}], + ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.003666666666666667`", "]"}], + ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0., 0.73, 1.], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[0., 0.4866666666666667, 0.6666666666666667], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, + 1.35 (CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification])}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.`", ",", "0.73`", ",", "1.`"}], "]"}], + NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0., 0.73, 1.]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0., 0.73, 1.], Editable -> False, Selectable -> + False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"0", ",", "Small", ",", "Small", ",", "Small"}], + "}"}], "]"}]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.003666666666666667`", "]"}], + ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[1., 0.71, 0.], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[0.6666666666666667, 0.47333333333333333`, 0.], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, + 1.35 (CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification])}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"1.`", ",", "0.71`", ",", "0.`"}], "]"}], + NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[1., 0.71, 0.]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[1., 0.71, 0.], Editable -> False, Selectable -> + False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + + RowBox[{ + "0.025`", ",", "0.025`", ",", "0.0125`", ",", "0.001`", + ",", "0.0125`"}], "}"}], "]"}]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.003666666666666667`", "]"}], + ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.46, 0., 0.62], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[0.3066666666666667, 0., 0.41333333333333333`], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, + 1.35 (CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification])}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.46`", ",", "0.`", ",", "0.62`"}], "]"}], + NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.46, 0., 0.62]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.46, 0., 0.62], Editable -> False, Selectable -> + False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + + RowBox[{ + "0.025`", ",", "0.0125`", ",", "0.025`", ",", "0.0125`", + ",", "0.001`", ",", "0.0125`"}], "}"}], "]"}]}], "]"}], + ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.003666666666666667`", "]"}], + ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.68, 0.69, 0.], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[0.45333333333333337`, 0.45999999999999996`, 0.], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, + 1.35 (CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification])}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.68`", ",", "0.69`", ",", "0.`"}], "]"}], + NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.68, 0.69, 0.]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.68, 0.69, 0.], Editable -> False, Selectable -> + False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"Small", ",", "Small"}], "}"}], "]"}]}], "]"}], + ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.003666666666666667`", "]"}], + ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.62, 0., 0.13], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[0.41333333333333333`, 0., 0.08666666666666667], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, + 1.35 (CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification])}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.62`", ",", "0.`", ",", "0.13`"}], "]"}], + NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.62, 0., 0.13]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.62, 0., 0.13], Editable -> False, Selectable -> + False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"0", ",", "Small"}], "}"}], "]"}]}], "]"}]}], + "}"}], ",", + RowBox[{"{", + + RowBox[{#, ",", #2, ",", #3, ",", #4, ",", #5, ",", #6, + ",", #7}], "}"}], ",", + RowBox[{"LegendMarkers", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}], ",", + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}], ",", + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}], ",", + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}], ",", + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}], ",", + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}], ",", + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}]}], "}"}]}], ",", + RowBox[{"Joined", "\[Rule]", + RowBox[{"{", + + RowBox[{ + "True", ",", "True", ",", "True", ",", "True", ",", "True", + ",", "True", ",", "True"}], "}"}]}], ",", + RowBox[{"LabelStyle", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"FontFamily", "\[Rule]", "\"Arial\""}], ",", "12", + ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + GrayLevel[0], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> GrayLevel[0.], FrameTicks -> None, + PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, + 1.35 (CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification])}]], + StyleBox[ + RowBox[{"GrayLevel", "[", "0", "]"}], NumberMarks -> + False]], Appearance -> None, BaseStyle -> {}, + BaselinePosition -> Baseline, DefaultBaseStyle -> {}, + ButtonFunction :> With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + GrayLevel[0]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["GrayLevelColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + GrayLevel[0], Editable -> False, Selectable -> False], ",", + "Bold"}], "}"}]}], ",", + RowBox[{"LegendLayout", "\[Rule]", "\"Column\""}], ",", + RowBox[{"Spacings", "\[Rule]", "0.5`"}]}], "]"}]& )], + Scaled[{0.13, 0.39}], ImageScaled[{0.5, 0.5}], + BaseStyle->{FontSize -> Larger}, + FormatType->StandardForm]}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->{True, True}, + AxesLabel->{None, None}, + AxesOrigin->{0, -10.703736864649496`}, + DisplayFunction->Identity, + Epilog->{{ + InsetBox[ + FormBox[ + StyleBox["\"SXS:BBH:0305\"", + GrayLevel[0], 12, StripOnInput -> False], TraditionalForm], + Scaled[{0.85, 0.1}]]}}, + Frame->{{True, True}, {True, True}}, + FrameLabel->{{ + FormBox["\"\[ScriptCapitalM]\"", TraditionalForm], None}, { + FormBox[ + "\"\\!\\(\\*SubscriptBox[\\(\[Alpha]\\), \\(0\\)]\\)\"", + TraditionalForm], None}}, + FrameTicks->FrontEndValueCache[{{ + Charting`ScaledTicks[{Log, Exp}], + Charting`ScaledFrameTicks[{Log, Exp}]}, { + Automatic, Automatic}}, {{{{-9.210340371976182, + FormBox[ + TemplateBox[{"10", + RowBox[{"-", "4"}]}, "Superscript", SyntaxForm -> SuperscriptBox], + TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {-6.907755278982137, + FormBox["0.001`", TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {-4.605170185988091, + FormBox[ + TagBox[ + InterpretationBox["\"0.010\"", 0.01, AutoDelete -> True], + NumberForm[#, { + DirectedInfinity[1], 3}]& ], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {-2.3025850929940455`, + FormBox[ + TagBox[ + InterpretationBox["\"0.100\"", 0.1, AutoDelete -> True], + NumberForm[#, { + DirectedInfinity[1], 3}]& ], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {0., + FormBox["1", TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {-11.512925464970229`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-10.819778284410283`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-10.41431317630212, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-10.126631103850338`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-9.903487552536127, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-9.721165995742174, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-9.567015315914915, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-9.433483923290392, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-9.315700887634009, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-8.517193191416238, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-8.111728083308073, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-7.824046010856292, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-7.600902459542082, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-7.418580902748128, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-7.264430222920869, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-7.1308988302963465`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-7.013115794639964, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-6.214608098422191, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-5.809142990314028, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-5.521460917862246, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-5.298317366548036, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-5.115995809754082, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-4.961845129926823, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-4.8283137373023015`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-4.710530701645918, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-3.912023005428146, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-3.506557897319982, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-3.2188758248682006`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-2.995732273553991, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-2.8134107167600364`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-2.659260036932778, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-2.5257286443082556`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-2.4079456086518722`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-1.6094379124341003`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-1.2039728043259361`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.916290731874155, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.6931471805599453, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.5108256237659907, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.35667494393873245`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.2231435513142097, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.10536051565782628`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.6931471805599453, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.0986122886681098`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.3862943611198906`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.6094379124341003`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.791759469228055, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.9459101490553132`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.0794415416798357`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.1972245773362196`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.302585092994046, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.70805020110221, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.995732273553991, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}}, {{-9.210340371976182, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {-6.907755278982137, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {-4.605170185988091, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {-2.3025850929940455`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {0., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {-11.512925464970229`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-10.819778284410283`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-10.41431317630212, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-10.126631103850338`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-9.903487552536127, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-9.721165995742174, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-9.567015315914915, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-9.433483923290392, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-9.315700887634009, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-8.517193191416238, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-8.111728083308073, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-7.824046010856292, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-7.600902459542082, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-7.418580902748128, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-7.264430222920869, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-7.1308988302963465`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-7.013115794639964, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-6.214608098422191, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-5.809142990314028, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-5.521460917862246, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-5.298317366548036, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-5.115995809754082, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-4.961845129926823, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-4.8283137373023015`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-4.710530701645918, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-3.912023005428146, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-3.506557897319982, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-3.2188758248682006`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-2.995732273553991, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-2.8134107167600364`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-2.659260036932778, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-2.5257286443082556`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-2.4079456086518722`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-1.6094379124341003`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-1.2039728043259361`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.916290731874155, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.6931471805599453, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.5108256237659907, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.35667494393873245`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.2231435513142097, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.10536051565782628`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.6931471805599453, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.0986122886681098`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.3862943611198906`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.6094379124341003`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.791759469228055, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.9459101490553132`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.0794415416798357`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.1972245773362196`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.302585092994046, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.70805020110221, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.995732273553991, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}}}, {Automatic, Automatic}}], + GridLines-> + FrontEndValueCache[{ + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& , + Charting`ScaledTickValues[{Log, Exp}][#, #2, {6, 6}]& }, {{{-40., + Directive[ + AbsoluteThickness[0.1]]}, {-20., + Directive[ + AbsoluteThickness[0.1]]}, {0., + Directive[ + AbsoluteThickness[0.1]]}, {20., + Directive[ + AbsoluteThickness[0.1]]}, {40., + Directive[ + AbsoluteThickness[0.1]]}, {-60., + Directive[ + AbsoluteThickness[0.1]]}, {-55., + Directive[ + AbsoluteThickness[0.1]]}, {-50., + Directive[ + AbsoluteThickness[0.1]]}, {-45., + Directive[ + AbsoluteThickness[0.1]]}, {-35., + Directive[ + AbsoluteThickness[0.1]]}, {-30., + Directive[ + AbsoluteThickness[0.1]]}, {-25., + Directive[ + AbsoluteThickness[0.1]]}, {-15., + Directive[ + AbsoluteThickness[0.1]]}, {-10., + Directive[ + AbsoluteThickness[0.1]]}, {-5., + Directive[ + AbsoluteThickness[0.1]]}, {5., + Directive[ + AbsoluteThickness[0.1]]}, {10., + Directive[ + AbsoluteThickness[0.1]]}, {15., + Directive[ + AbsoluteThickness[0.1]]}, {25., + Directive[ + AbsoluteThickness[0.1]]}, {30., + Directive[ + AbsoluteThickness[0.1]]}, {35., + Directive[ + AbsoluteThickness[0.1]]}, {45., + Directive[ + AbsoluteThickness[0.1]]}, {50., + Directive[ + AbsoluteThickness[0.1]]}, {55., + Directive[ + AbsoluteThickness[0.1]]}, {60., + Directive[ + AbsoluteThickness[0.1]]}}, {{-9.210340371976182, + Directive[ + AbsoluteThickness[0.1]]}, {-6.907755278982137, + Directive[ + AbsoluteThickness[0.1]]}, {-4.605170185988091, + Directive[ + AbsoluteThickness[0.1]]}, {-2.3025850929940455`, + Directive[ + AbsoluteThickness[0.1]]}, {0., + Directive[ + AbsoluteThickness[0.1]]}, {-11.512925464970229`, + Directive[ + AbsoluteThickness[0.1]]}, {-10.819778284410283`, + Directive[ + AbsoluteThickness[0.1]]}, {-10.41431317630212, + Directive[ + AbsoluteThickness[0.1]]}, {-10.126631103850338`, + Directive[ + AbsoluteThickness[0.1]]}, {-9.903487552536127, + Directive[ + AbsoluteThickness[0.1]]}, {-9.721165995742174, + Directive[ + AbsoluteThickness[0.1]]}, {-9.567015315914915, + Directive[ + AbsoluteThickness[0.1]]}, {-9.433483923290392, + Directive[ + AbsoluteThickness[0.1]]}, {-9.315700887634009, + Directive[ + AbsoluteThickness[0.1]]}, {-8.517193191416238, + Directive[ + AbsoluteThickness[0.1]]}, {-8.111728083308073, + Directive[ + AbsoluteThickness[0.1]]}, {-7.824046010856292, + Directive[ + AbsoluteThickness[0.1]]}, {-7.600902459542082, + Directive[ + AbsoluteThickness[0.1]]}, {-7.418580902748128, + Directive[ + AbsoluteThickness[0.1]]}, {-7.264430222920869, + Directive[ + AbsoluteThickness[0.1]]}, {-7.1308988302963465`, + Directive[ + AbsoluteThickness[0.1]]}, {-7.013115794639964, + Directive[ + AbsoluteThickness[0.1]]}, {-6.214608098422191, + Directive[ + AbsoluteThickness[0.1]]}, {-5.809142990314028, + Directive[ + AbsoluteThickness[0.1]]}, {-5.521460917862246, + Directive[ + AbsoluteThickness[0.1]]}, {-5.298317366548036, + Directive[ + AbsoluteThickness[0.1]]}, {-5.115995809754082, + Directive[ + AbsoluteThickness[0.1]]}, {-4.961845129926823, + Directive[ + AbsoluteThickness[0.1]]}, {-4.8283137373023015`, + Directive[ + AbsoluteThickness[0.1]]}, {-4.710530701645918, + Directive[ + AbsoluteThickness[0.1]]}, {-3.912023005428146, + Directive[ + AbsoluteThickness[0.1]]}, {-3.506557897319982, + Directive[ + AbsoluteThickness[0.1]]}, {-3.2188758248682006`, + Directive[ + AbsoluteThickness[0.1]]}, {-2.995732273553991, + Directive[ + AbsoluteThickness[0.1]]}, {-2.8134107167600364`, + Directive[ + AbsoluteThickness[0.1]]}, {-2.659260036932778, + Directive[ + AbsoluteThickness[0.1]]}, {-2.5257286443082556`, + Directive[ + AbsoluteThickness[0.1]]}, {-2.4079456086518722`, + Directive[ + AbsoluteThickness[0.1]]}, {-1.6094379124341003`, + Directive[ + AbsoluteThickness[0.1]]}, {-1.2039728043259361`, + Directive[ + AbsoluteThickness[0.1]]}, {-0.916290731874155, + Directive[ + AbsoluteThickness[0.1]]}, {-0.6931471805599453, + Directive[ + AbsoluteThickness[0.1]]}, {-0.5108256237659907, + Directive[ + AbsoluteThickness[0.1]]}, {-0.35667494393873245`, + Directive[ + AbsoluteThickness[0.1]]}, {-0.2231435513142097, + Directive[ + AbsoluteThickness[0.1]]}, {-0.10536051565782628`, + Directive[ + AbsoluteThickness[0.1]]}, {0.6931471805599453, + Directive[ + AbsoluteThickness[0.1]]}, {1.0986122886681098`, + Directive[ + AbsoluteThickness[0.1]]}, {1.3862943611198906`, + Directive[ + AbsoluteThickness[0.1]]}, {1.6094379124341003`, + Directive[ + AbsoluteThickness[0.1]]}, {1.791759469228055, + Directive[ + AbsoluteThickness[0.1]]}, {1.9459101490553132`, + Directive[ + AbsoluteThickness[0.1]]}, {2.0794415416798357`, + Directive[ + AbsoluteThickness[0.1]]}, {2.1972245773362196`, + Directive[ + AbsoluteThickness[0.1]]}, {2.302585092994046, + Directive[ + AbsoluteThickness[0.1]]}, {2.70805020110221, + Directive[ + AbsoluteThickness[0.1]]}, {2.995732273553991, + Directive[ + AbsoluteThickness[0.1]]}}}], + GridLinesStyle->Directive[ + GrayLevel[0.5, 0.4]], + LabelStyle->{FontFamily -> "Arial", 12, + GrayLevel[0], Bold}, + Method->{ + "OptimizePlotMarkers" -> True, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Exp[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Exp[#]& )[ + Part[#, 2]]}& )}}, + PlotRange->{{-50, 50}, {-10.703736864649496`, -0.08811630784482856}}, + PlotRangeClipping->True, + PlotRangePadding->{{0, 0}, { + Scaled[0.02], + Scaled[0.05]}}, + Ticks->FrontEndValueCache[{Automatic, + Charting`ScaledTicks[{Log, Exp}]}, {Automatic, {{-9.210340371976182, + FormBox[ + TemplateBox[{"10", + RowBox[{"-", "4"}]}, "Superscript", SyntaxForm -> SuperscriptBox], + TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {-6.907755278982137, + FormBox["0.001`", TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {-4.605170185988091, + FormBox[ + TagBox[ + InterpretationBox["\"0.010\"", 0.01, AutoDelete -> True], + NumberForm[#, { + DirectedInfinity[1], 3}]& ], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {-2.3025850929940455`, + FormBox[ + TagBox[ + InterpretationBox["\"0.100\"", 0.1, AutoDelete -> True], + NumberForm[#, { + DirectedInfinity[1], 3}]& ], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {0., + FormBox["1", TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {-11.512925464970229`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-10.819778284410283`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-10.41431317630212, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-10.126631103850338`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-9.903487552536127, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-9.721165995742174, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-9.567015315914915, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-9.433483923290392, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-9.315700887634009, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-8.517193191416238, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-8.111728083308073, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-7.824046010856292, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-7.600902459542082, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-7.418580902748128, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-7.264430222920869, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-7.1308988302963465`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-7.013115794639964, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-6.214608098422191, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-5.809142990314028, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-5.521460917862246, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-5.298317366548036, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-5.115995809754082, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-4.961845129926823, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-4.8283137373023015`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-4.710530701645918, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-3.912023005428146, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-3.506557897319982, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-3.2188758248682006`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-2.995732273553991, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-2.8134107167600364`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-2.659260036932778, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-2.5257286443082556`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-2.4079456086518722`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-1.6094379124341003`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-1.2039728043259361`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.916290731874155, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.6931471805599453, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.5108256237659907, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.35667494393873245`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.2231435513142097, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.10536051565782628`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.6931471805599453, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.0986122886681098`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.3862943611198906`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.6094379124341003`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.791759469228055, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.9459101490553132`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.0794415416798357`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.1972245773362196`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.302585092994046, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.70805020110221, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.995732273553991, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}}}]], + InterpretTemplate[Legended[ + Graphics[{{}, {{{}, {}, { + Hue[0.67, 0.6, 0.6], + Directive[ + PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + RGBColor[0., 0.62, 0.53]], + Line[CompressedData[" +1:eJw12Hlczfn3B/CPtZDJGKWsl0hJRs2UpHTSvijt97be212FQaWZMHzILimy +Jzdb1iJUiI5IlsoWaRmuLRFKjdHQ8vX7zXn7x+P5OF735Hbv+3PeZ0z0An95 +T47j0npw3P/9/d+fOaj2eJv5uz8W/z81KqwzK9wxYD4ZVbjB6GhE+zqyWoVb +9y7MdThI5lWYGDNX9PIKWaxC0wlutq9ryaDC6n6jwO0LWaBCzwex8gFDrv5n +ToVOo5+e+sWCrFGi+zhfoxIfMirRbMiBqsJ5ZLUSY7Z1PTLcROaVODi2h9Ob +Y2SxEgXZLjONbpFBiUnrNvS710gWKLHMeO3zZu0S6q/EmqVZJmtMyRoFTln+ +PmCrJxkVGDzT66PhPLJagWb7hu8YlULmFfinZPDXA6fJYgV6pts/PvaQDApM +GTm01eoLWaDAKKMggefwa9RfgVn3iuCtA1kjx/luV5305WSU44VSz5+rNpLV +cnyz+ZKR8RkyL8dQtZ1Y9wlZLMfDVcku27rJIMesnJbg8xOuU385WqwIn5Y4 +m8zJscsw5syLRLJGhgNHdqk/HySjDC+V7O2TX0lWyzDcHNonfCXzMky+Abm+ +xqXUX4ZHRKarLALIIMP0vXrN93myQIa3rmaqrXLJnAzjzD3jJE/JGinyyj8T +Q3+4Qf2lqG/r1znegayW4sNbI/lbC8m8FA8Xjyv0PEgWS1F103Jz7mMySPGz +doBeV/8y6i/FrHMnttoBmZOivCIgblECWRONGpPEgIOnyBiNS3Ize9S8Jquj +0QZtVxuOvkn9o/G17cnR80RkcTR2xs8Pe5JOhmhMKT/cR3GfLIjG5KKTv47U +vUX9o/FTeZZrXx+yRoIzSm88M00howT1px1vTL1LVkvw8hHfzc6Db1N/CYY6 +Bs/wCSaLJTj3Ut65gr1kkGBNn84vG1+QBRLM7nlZ8WDiHeovwZKUnOJd8WSN +GHfNL5n4tpiMYrxWVgR3dcqpvxiNk84NCgkj82LcUOFhtPkEWSzGyP3ay5Z3 +kkGMdbLm3TZ+FdRfjF8MhH/cOkLmxHj4amKaQxcZo3BSv+iXx0Iq6fWj0OpF +wZehZ8kQhdNftX3YPegu5aPw54yJ62AhGSOxaesky5EPyHwkCupDB4wZfo/y +kZhWGKwr8SFzkfiX84rlT1aRMQK9ThrsTisk8xHYN/ua1s5mlo9Ap/q6+rYJ +9ykfgb+VOuw4KyFjOAYmfB39IoPMh2OFX98nm2rIEI5Nm3S3XR76gPLhWKt8 +lLU6hIxhmKS1//HHXWQ+DMNnTd/Yv54MYVjbbaVuEDykfBie+cNl41YlGUPx +yopIr1GnyXwoniiZvnTPVzKEorokysvArYryobhHvCPl2HYyitDzSP41cQOZ +F+FLuwYjv2mPKC/Cd3s6z6akkDkRXpyjLZzcQEYh9pRHvnGBx5QXYq7RDof3 +GWQQYkt5buC0DjInRFGIp71rZDXlQ/DT+QW25tfIfAguHiG+1M/sCeVDcOxP +OyLbt5O5EKxIe/JJv3cN5YOx2zY+bvViMh+MxgvS9CXvyBCMbtcNvCujaykf +jF21Ffc+PiVjEEKcDBsi6ygfhJc+rTlZ94IMQWgZb5n/d0w95YOw7szl7NAv +ZAzEvyWvB9qs/4vygeiQrud7YeRTygfiySlFqFNI5gJRy0V8KTrkGeUDUB5X +l/PhG5kPQKt51iM++Wso/91bTDIvHSdzAVgyX7dnXJ/nlPfHscnTLKykZN4f +6088mj/mOhn8sUoomiM0eUF5f6wdaxvesYWMfji5fNooi29k3g9Xbj8zY0TM +S8r74U1j9YjX9WTODxUDT3WdC3hF+dm4Oa/ErKCSzM9GbY1FH0Of15T/7sR4 +o/4PyNxsdCnZnFAU2kD/3hfF1y7EyBrJnC+ukR//cdrSN1T3wa+VP86O/6mR +6j4ovn/7h4AzZH4Wdv1z4je9oLdUn4X2z7W6urrIvDfWJv3YHJz7jureuCa1 +2EelaKK6F452d7NbNe491b2wwv7imPa3ZN4TD1bt/jim4APVPbFqhUVQePJH +qnugjpn5gH4xzVT3QNfP6WvdTFqo7o5b8zsWmavJnDt2+m6Mbx7xiepuWN1g +ce1WJplzw5BJQ/K/jW+luivmbXCoK8sjc674LNWjM86ljeoumPuwl6HHUzLn +gsNObbDb9uffVHfGxsZF7llGn6nujBOsH264fo/MO+FuLRTMXvMP1Z0wsWH3 +2F2OX6g+E4VPbkla+rRTfSZWJ5wuOv6AzDviZNcdd4Yc/Zfqjhh7aFdh/Nqv +VAdUtK7p6P3bN6oDgtGz7I+RHWQHzJSsK3MUdZJn4NypYlFTeBfZHh0r70w4 +OqebbIelLT1fJTpw+J+no0FYXty/Fcy2OL2sQfdkVA/yNNRpLVJltTHb4P4C +4dDk9T3JU9Hx3CLu5IheZGvUubMgqfAUsxWmJCyzqLTpTf4VhaL1xoqLzL/g +q+ID26Mm9yFbov75prjxqcwWeEHvmbS9lnkKrigZ8TGif1/yZNTLanQ9Nox5 +Eh54lvl1VT/mibhx3qYXXo9Z3uT7856/a7eK2RiPnP8qshnEPA57t7s1Raxm +P99YDF6aV7z8Jfv/CHCPKKhwpyXzCJybF66rSmDvhwHqbzLoNj/L3q8h2OnX +M3nte/b+DsIfggcdVo5n1sZHvh82BiH7fXGYMVLa4GDPfp8txRnOra2u19nv +/3vHA04DFSFfWd0hdUFJrx7t7PPFQe3O5s5e2fT547Th7rxr+ztl7PM5CB4H +tnX9Ysk+z0Ogqd9F6/M/0OedMwD3OEWM7Cv7voyA8lJla6/P7PslgKT7I/zt +u9j3cSy8yxAmZOsxj4PjJ8bO3LmYvt+cMQzWq8v0r2XngwnsCzQ5Fiuk84Ob +COeuPz+m+cjOn0mw3qd99coMdl5NBvMZNa9sxHSecVNgS+Lzy0027LyzgOxW +cFs1np2PljAlkV/5dhydp9wvYDN+adQQa3b+/gqvBM6HOkLYeW4FZZPWrj24 +gc57zhp+v9QxYfBt9ryYCumKpR9EBsw2oNbpm2T6hj2PpkFd+8q02+fp+cXZ +QrnrkmEf97Dn3XQQdItcOtPr2PcPer+dsiHuAHue2sMAm6N1T6/WsO8vVNkc +uvfsE3teO8Dm/ruOmlowAySFzPBetZw97wEe33CxKnnC5gNH6N1l6lw1g80T +jpBffTzpfC6bP2ZCkNFPtfETH7HzCVy3N2db5rD5xglGD5sRILBl84wTzJpc +cXlFBZufnGHsmoLDB9j8xDuDJKio+a0Wq7vAZEVa/fVTbB5zgT3X/zE7LWTz +myskOLZbWGmzuitk7h/4qvESmw/d4K3LvFcxcWwedAOztgtpssms7g5twxYK +1r9n86Y73Gl4cHXLKTafesBnl9O1dotY3QPCFMs8Q6ayuifM2GyzWtTN5l1P +iJ2h8ROks/nYC94Y9xuZN4nVvcDa2tn3xs1K9vyD3EfDTg5XsXnbG1IHNC7+ +vT+rz4LhHv8cPZRbwZ6v0Nxm6BMXwuZ3H9Dft+Z1QQ9W9wEDm4VvPXPK2fMb +9HwOKbQj2H3BF77lp2ffHcjqs2HL0pUfVuEdNh/AImmNpdbiO2x+gKjYBa1O +Zuw+Mhu6pji0jH15m80fgCa6PVMz2H3HDzLPfaj+I4Tdj/zAdkVjaflPt9l8 +A7Kqn9OW3Wf3L3843tA8c0nqLTYfwfvQtJ4XZt9i8xOccPv2ZdJgdh/zh7hg +E6s7VTfZ/AU/b7M/vGEXu+8FwMve+7oiI9j9MABgfsD5mUZkDIDqsOtNk96x ++2cgrFPFifXzyBAIY427he1LyHwg7Gxatancmd1HA2HAj6Ham3VZPggiA/40 +/rWO3XeDoM08NL4om92Pv9cNrXIEi9l9OgiMunUvhjmRuWB44dmRrRrM8sEg +nNN6buYLuo/zwfD83adZr/PIGAwiU/GP3qvZ/T0EzLPdKmKD2X0/BHQH/LQk +yJTlv7tQbtnSwfYJIXCwcJ2pw322fxAC3+FxYMYRMghh8BubxndL2X5BCHpj +5nuDP8sLQbI41ni6KcuLwDK97Ek1x/Ii0HE+Uj24hu1HRLAoyvV0I9uXoAiu +1Bf/ELyJ7V9CofXo0KshbN8CoZBXj/nv2D6GD4UpfbFjANvXYCi4j48tKPyH +7Y/CwPrzmuEfH7B9TxjoRj1THstl+6EwOCt99PxNMtsnhcGch3urjsSwfDj0 +qa/Z9tKd5cPBcVEWv3cCy4fDkhyZbnlflg+Hm8HeFbENbH8WAcO9l0k332D7 +rgiwrAzdaZjN9mMRkBSQ46a3nu3TIuDUOTPl8jksHwmVV3M++3uxfCSkpR76 +N9Wc5SNBpDN6qfUglo+E5927Vjq20T6Pi4LI5beHnH7M9n1R4G5uCvxFth+M +grw+gwxOZ7J9YhScczYptk9ieTEMszscM0HF9oNiyFg+XTZ3Fns9Mcj6+/TT +/oXtF8VQ8Gl12TcD9vpiML3n+PPGruL/rBbDtpvq5ut3yCiGHZNvVBzaTdZ8 +f/3grhJjFZmTQNKU5mtuU8kCCWhn/VHaW4sMEjiZvrA0tPoK9ZeAef/2Ktej +ZF4CZY43xtxIJKsl0F5g0PHIi4wSwPqK6rhRZM33/IA57vs+Xab+0bAih/vX +t5QsiIaWskEHNuwmQzSc6p/b7fYbWRwNq9zjb693IvPR4H3m6jkPQ7I6Gl6u +fDdvfXMR9Y+GsKjtB2feIGuiQW+HekjCPjInBfcmu1TBYrJACuePNfWAWWSQ +wsayPXEPxpPFUvhmaaDzuOsS9ZeCUmTTz+MJWS2FRe2jCkzzyCiFifvKFAnJ +ZI0UvG8MVpgryZwMJnpZf/OeSRbIgD+yTfZwJBlkkKH/tP7KvxepvwwUcXMP +DHxM5mUQoy7rvpxHVstg7SZhQOUWMsogv2L8EPv5ZI0MvnGpD7S9yJwcknNu +/zrFlCyQg4nvl+YzWmSQw6yhW4uTGy5QfzmkdLlGFJeSeTmoI8cvdT9MVsth +/8bkq8ZryCiHZ0l294VyskYOvbTa3P9yIXMK0GgMK/KMyQIFrMzZqvtEiwzf +zR975PW2kPor4MqgvK86d8i8Ata1Hv9t2CmyWgGJ9x0t4raQUQEd7gs99WPJ +GgX47V5X0jOIzCkhyHDH3qk2ZIESpJqiirPDyaCEumwvt4TuAuqvhPWt61v+ +fEnmleB5b1zerTKyWgnXWk8vE54koxIK5tn6mqaRNUowSxZPn55A5lTQK+GN +fHMYWaCChfoHe412JIMKpGZJAc3GrL8KkrZM3dmpw/qrQJVhp+PRlk/9VYDZ +nQ33asiogsB5U/3SkaxRQcuoj3O3ZpO5OTByyMLA2yn5xf8DfcXYPA== + "]]}, { + Hue[0.9060679774997897, 0.6, 0.6], + Directive[ + PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + RGBColor[1., 0., 0.38], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.025, 0.0125}]], + Line[CompressedData[" +1:eJw12Hlcjfn3APDHEqFiskSFS1JMIkthMk6lVEh1u+3L7d5u96ZiSvIy1Dwa +SYlobCFd4fvFFI2SRsVJY00psqTt0mZX2izR1+8359M/vd6v03lO97nP5/Oc +z5kiWecqG8hx3N4BHPd/v//9CcExS8KOZO0tufr/VCkwdL+zs0c2GRUYrfXE +yuc2WanAhF9P6l5uIfMKfG5RkLBh4LV/LVZgUXaJRcpkMijwp+y4OvUlZIEC +p0ZMNW32JnMK3Ik33k/dRFbJ8f3huK4bB8koR+fyVIP7+WSlHB1Nhm62e0Tm +5VjsIhw1vYfVl2NzYrHW+nGlVF+OGe1T8mZbkAVyvDe4daW/J5mTY2W4yZwB +v5JVwVg7y6lY9ygZg1E4ycMn+wpZGYzLXO/9WviMzAfj/sh9acvV/qH6wZji +oGHvNoMMwZjVfNq0eRVZEIy3NmRqf44kc8GorfPxyaFDZJUM++/NSii9QkYZ +DkootYppIStluLXkhf1tjetUX4YdPt5dZ+eTxTI8sXHneUM/Msiw6siMXsvt +ZIEMV5gVe3adJ3MyvJf636jVT8mqIHz3i9lAV7UbVD8IV8nrqvvnkJVBuEPy +9JmvH5kPwtTE2GXhSWRxEMb75sKCAjIE4ZStXdZ/t5IFQTjybX3917E3qX4Q +zqzquj7UjqySomjRlbu10WT87t0hdbGnyUopGiuXdHc/JfNSXBeaNstO6xbV +l6Jh+928KGsySPGOYN2T7RvJAin2eK8cEZdN5qTooXnhTWgzWSVBl/9UODnq +36b6EvzYr/uTgYislGBh99Kuvt1kXoJtXGJ3/W2yWII/1u5pv6t2h+pL8IyZ +w51Ka7JAglrXzx9q58mcBPf3B2XOQ7IqELcmtouPc2VUPxAvGbTFW1mTlYHo +YRMzUD+ezAdiQEHcqEW3yeJATIpb99NxrbtUPxDdiqcp/ERkQSA+NXR5Gp1O +5gJRYtdj3ttKVolRIVq07YVZOdUXY46Vi5EolqwUY/HW2mfL75J5Mb6216ws +06ug+mKMtdEMeRNGBjHWlDvEXbxKFogxKLpbNG/MPaovRpg+KTlyDRkD8NvY +Jbb8NTIfgD32Mu0FWpV0vQCMnz531mRLMheAsYUW1WqhZPTH97MactsPk3l/ +PCFf8E9bGcv3x4UXt9h3fmX5/jgO1lbomVVRvh8O36ZhukZG5v3Qu3dvUtth +MvjhmY4Gt/QqMueHe5IVq/cPu0/5vliSLPyjxprM++IkMDoQFUMGX3wUsm52 +xN9kzhc79UrSn/awfB9MH6RKKlrwgPJ9sGWa0UiDaDJ8jyswT7eAzPmg2an4 +zTlfyOiNvPm2hg6opnxvLNfoq32TQAZvLD3kxuVUkjlvnF/Rtd5R7yHle+GF +zStG3JWTeS+ccOC6h20+GbzwnvnogptDHlG+F7p9GBEs8yKjJ7aolfFm58i8 +Jw77bb42qD2mfE8sedk88j/+ZM4Tl19d67npMhk90Mkn5Vzl+CeU74GrtyXk +lW4igwf2X25+uaaezHmgQdiV7EabGsp3x1W/oJ1lNpl3R591kR1HJjylfHes +9J3dpZtI5twxZaH00qMvZBRhgu8Y1duIWsoX4Zv3+9fwr8kgwva0pNLzijrK +F+HKzGENx16S0Q2rJh23i1xbT/lumF/dPM+5lwxu2OU49IB4WwPlu+HnNxuM +ysc2Ur7w+wrg+ZI/ybwQjbpqDy4wUFG+EKdEfnrdF0nmhHjEXv3s6utkdEXR +tXvvl+s+o3xXPHN285QBkWRwxeOmcdyhu2TOFTnftGszZz6nfBe8rv+zcU0S +mXfB9xsx9Z93ZHDBGaMddEe5N1G+C35NunJShWR0xs0vi775zm6mfGfUbGju +zT5OBmdswWO/f9NpoXzn7ytWq3FzKplfjdttNxWJfmil+Gr8fLR6/ZV9ZN4J +d9XVW7zWb6O4E+7cX+005iyZX4UbdLSdNli+oPgqjCkc4rmqmsyvxA8z83wb +I15SfCU+NAzyixz7iuIrUHzpW57LVTK3AjudG4PL172muCNWrrCJXmz0huKO +ONLI076zhcw7YH5EirZn1luKO+BEn2Xu9359R3F7XOw9Ys0Nl/cUt0f5aVP1 +mvHtFF+OTgvCdiXsInPLsXNOarLZ0A6K2+GENPfESdvJnB3+4BVieGT4B4rb +ooNPfcKnfWTOFj81LLyz17CT4suw4Fla6LUiMrcM0xcZ3Wn37qK4DU64LctM +5LopboMlwrrUAefIvDVOykpTPpT2UNwat3Sk5O+c2ktxK/RxFYzLfUXmrLCx +JeBsc9FHigNerpg8ozTtE8UB76g3N33e+pm8FEOU6ZOsor+Qf0ZfVWKO68Y+ +8hJMq8083BH/lWyJA21M9Z5lfiP/hPsuRqU2VvSTF2OHIO24UzyH/3oRRi17 +a+/x4wDyQoz32v+6sIbZAoe+8tDasWcg2RxjRuof2Ll6EHkBlnB7ZiwZN5g8 +H0eG7zXb28Q8D81NTG5du6hGnovj7nydrZk0hGyGz550B3n6DiXPwbyEdN3m +6epkUzQ+5sRpPGc2wYgryimibcPIM/FYxrgJgwcNJxvjwVNpVeFC5ul4Lv3R +oLdhzNPwt8mOeu8dmafiDsu+Qxbv2PUEuM5/ul6uL7M+mpYaaX/IYPXHo0hc +16RZyv7fMfgwzPrLvUr2eUbhmWqdScn32edVx8QSTvfcPXY/vr8RwiNPlpSz ++9d+dU3N2rL8SnZ/v9/hvo6BC2vZ/W9fOndj2Ngv79j3xYHhnh7DwZrM6lCm +m/n4Qij7vkfBGc2GAcIH7PkYAzc+TtaocGbPz3hINjaPL2hiz5s+GEx72Rix +k55HTgB7ckIuWyxnz+tUOCevWDlvHHu+p4Genfq1uF5aH9x0+CVg6d9LX7H1 +YwyBDb13f3/L1ttMuKZdUxDKMZvAsbF92ydMZevVFDqd4zTyXdj6ngNO4h/L +m/TZfmAGLmdj52mcZ/vHXMiufvlI4cn2m3mwY6NUK0WH9iNuPtiIwz4avmb7 +2QKolGyxbK1i+585TBr9w4m0O2y/tIBng/r26laz/XUhiC9UbhS+ZfvxIrg1 +4rLpz2OZF4OocLtvk2MzW1/gmvbbA69dbP+3hIDb/3Rfr33O1idsyMjQ81rA +/DPoPP69zzmNvW+WwsFlXrq9Q5gBdh/+ZKqMUbH9AT7UFC/0+NTI9g9QrjUp +URvK3odW0PO5YeJcA/b+tIZ1m19lVK9k71trMFh+835PHHs/28D9u+L0C/+w +97kNJPfnrzf7oZbtf6Cvd+vAn/KnbH8Ew4GTAuQ3a9j+CQN6Tu0qmM36CVt4 +VbPvWH8G6z/sQDrtm+4ZHdav2EFGtWWbyQHW3yyHNZEauzX1HrP9HbIMniQ+ +PsX6J3tofDkgRWDO+iV7CJ7JP91e9pC9PwBtRu/IkbF+zAEeKY98cBzM4o6Q +l9E5efh/Wb/nCJdMQheeXsX6uxVQu69NvaWX9ZMrwPpmx674U6x/XAnuDWXx +QncWXwmBl3qGThzO4qtgbJjtlDxk/ewqqLoTG/VuE+tfnSBwpVh1cgGLO4F8 +stQkt5P1x6tBGH+zuDeX9dOrYfxlPXdhNIs7Q/Pe67WnF7P+2hm2fZtjUs+x +v3eGFltxz6NbrL93hu1GL47EprL+3QXmBg8fd8WP9fcuENORX8fPZP2/C/x4 +M+yIvIOdL1xgR5D69KQ97PzhCnGVm0bZz73H+iPYcTdtadyjCtY/QX2LYape +TAXrr+D6/D//+mhYwfov6Doc+qq/spz1Z7Duzs4RE9h5iRdCpsGm1bNmsfOU +EE5cHbvCqIGdv9ygu3XGsw972HnNDcTz9C1ibMm8Gwj3Tzyd94WdB93A+iDm +7cglcyJY5mn87mUYGUTwqkBYf9uInQ9FMN95/gvdZjpfogjc/vvFvPI4O3+6 +Q/MJ06P1YnZedQfX4ANbLaaQeXdYv2V+7f3n7DzsDidWzBKcOkXmPGDtwl/s +T4aQwQNUs4aU3zBl52MPUO9OOT2om87X6AF/7f5T5FrEzt+eEJOfdfvsNnZe +94Q/zuiFqjmReU9475wy2Gc8y/cEJ/2wiyeb2PzAC3IunXxee54MXlCnODvj +8xY2H/CCwFWOHp8c2TzBCw4Y+UkfTGD53lA+ZEZE3Es2r/CGMnO3B9xlNt/w +hjvqB39w2MnmId5gkqn1TsTmH5wP2NXbK6ay+Qj4wDkoLToziOX7QO6B38Rt +j2m+gj6wVGf5p0dZbP7iC+HbB7tFxbF5jS8cixnlU+jJ5ju+8Oa4s9bp2Szf +Fwa0Ho01H8ry/aDqj4nlkkY2b/KD+oYw0xkFZN4P3G+Gt8fvZfMkP3BomL91 +QyibP/nDplrjDV22LN8fXm4sTOoXsHx/OHM85+wffWwe5g+9zYXN2U/Y/CwA +Tu0fE7LiIpu3BYBBiisfksrmYwEw5dSy39V+YfkB4FIeWq3vxPLFkPs8oC7L +hM3nxDBakDMsdwS7nhiGm6tVm7xm8z0xrE9IKtEpY/M/McRrGIVH/Mnmg2JI +zW3aaZHM5odiCB02vl0ezuaLYjgdszWRW83mj4HQZjNN0j+HzScD4cqe/Yck +o9n8MhAOpbZ5GvfQvFMcCKWHCx861bD5ZyCUPOi0ri5i89FAmHhg/IN8JZuf +BoJ8ZPOlrm1svhoI0cVZhskhZE4Cxa3oudmJLJDAw3iPIziPDBLQaTvm6D2B +1ZdAUnd2jV0/Un0JzDyXXrWthayUwLt1xRXad8koAfV0fvP7C2SVBP4S2SdN +OEzmpCDMCDufspUskIJeTvVR5xAySKEocyTn40IWS0ExxPb37EWsvhSanHMq +7aay+lLImFN60HAEqy+Fqh5vw70vrlJ9KYzh34/1KyRzQRAzfk5B1m6yIAgm +apS1xkjIEATThzw+XGFOFgfBopCo50dHkPkgiHJIetiqukL1g8B0k+nOs/lk +/H79aG3t1mSyKggKOw+HH5SSORnEcTMPFS0mC2Swy7IrUahNBhnclGVZe78q +pvoyiJDmPKi4RuZloPnRSXH+CFkpg2RLM8fPUWSUwbdLTapsJ7JKBok6h7Ju +GZO5YFgj8lriMIgsCIaNl/OMTRuKqH4wWE+Zx0X/TRYHw+aj1x0n7yfzwTB7 +xL444wiyMhisHu7T2bOKjMEwIs4y2m0mWRUMIYKMUVFDyZwcdm94In/bXEj1 +5bDlRtzoq9fIIAdhTsz1NiVZLIeyXGOH4N/IvBz+0rKKXeRPVspB8+sBZ/ES +MsrhkFfcuRp9skoOn+T2/Mm+y1RfAeHDxZlX68gCBXR8qWmaUUwGBfSMWjDs +eTpZrIDzHU33W2PJvAJcNDrULMRkpQK+PsuNqrIiowL+SklRu2hAVinAL94o +X6XG6odAoYbbYeGLv6/+D2ji4Zs= + "]]}, { + Hue[0.1421359549995791, 0.6, 0.6], + Directive[ + PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + RGBColor[0., 0.73, 1.], + Dashing[{0, Small, Small, Small}]], + Line[CompressedData[" +1:eJw12HlczOv3APAP36LsSwqF4YtokUJpkdNCe2qmvaZmaRai0rVlnWspRMlS +yE1XZM1y7UqOFEpSpCRqRLiyVEJl6Xt/v3se/3i9X6fjZObzeZ5zzlhJDF/W +k+O41B4c939///tnPpp12fVWiApv/D/VSixYvPNR9moyKpHHWxVtvY+cpcSX +g9qkky+RVUrMyR/otvQRWaTE4q+Sm6NbyaDENpMTGwwH3vrXPCVel30ISzUl +c0pcPUJgHu5JVivwbPWWrpQoMiowdrVR0aQkcpYCr1q9zzE6SVYpcKVp6a30 +e2SRAvvlO0DcezIocMj9NOf8/kVUX4ER2zN+LDcjcwrEi+/3H/Ulq+W42lor +3GsJGeXo8dw6LSqdnCVHM77hSY08skqOH+/WjNFvIIvkWKAr333uP8VUX44i +wcDi0klknhzr9F8lzPcmc3JUD3hXuGMJWS3D6MqqWKcMMsrQ+2H6zo2F5CwZ +Ts15aR74jqyS4Sa1pahgyG2qL8PT/fZaX7clgwxDTy77O0BG5slwwp4LZ5NT +yJwMfRfsaVZcI6sjUXbET/d1Exkj0XV6zIN+Q+5Q/X88zbymwZ6sisSlDy/3 +ky4kiyLRfpDZ/P37yRCJG2b83rWlhMyLRMmeJ/UzOslcJEY0WzgemnyX6ktx +28en4Y9CyCjFy8M0fr+/jZwlxbPOI/vvuUFWSXGYoihxymeySIp5MrvMTMMS +qi/FaWOSTd+FkXlSPHc72UV3F5mT4uviF9MnlZLVEixo6L1kQs9Sqi/B2thx +l4bakrMkaCLe97RjCVklwRW3dZufniGLJLi+znYENpNBgvuH6tw4Peke1Zeg +aP1ZSa6czElwX9qf+YVHyGoxrkiJwC9NZBTjLHs44mVYRvXFyH+35GPlfLJK +jBMvF8RuzSWLxOg4SMt/XRsZxIhjbuldnXmf6ovx4sNjm0BF5sT4+dzAy6NL +yGoR/rZhQV/h0HKqL0Lj3HUTNSPIWSI0aE1t4Z0iq0ToJdHZf62LLBLhvhd4 +6Jn7A6ovwlsDTV+mHiDzRCi9H5Pe9InMiVBj0t4Li8dVUL0IXJNTnnfPi6yK +wOmZ/53SeyUZInDxRtc0o6NkLgJPJ43Mt3vM8sOxl7xXtrNGJeWHY8y2kM1u +08kQjnOOCBv5MjIXjsL6apEynYxClNgoPqWWsnwhuhw9c7XmF8sXYn1Mw1TH +6Q8pX4hjP3BDni4gYxieOwMLjx0iq8Jwa9CmnEt1ZAhDnvW3DQN0H1F+GE7W +XWt4zZeMofjX2mO6RclkVSieGHvHzuo+GUJRtt7s0+j+VZQfirttN31O8CZj +CG5OTNu8KpWsCsF13OPF2tVkCMGExCca9gaPKT8EjRUlVoaRZAxGjzlGZx7l +klXBGPyHsITfSYZgvDp1Vc6FudWUH4zllbuN+6SRMQiDhvF7yN6QVUHY//dT +yTU2NZQfhPb75K1LdpC5IDy2YtFXn7dkDET1te06KscnlB+IFSnnovQOkiEQ +V1Q5lZr8InOBeHrHwqvVEbWUH4DDTStSTIrIqgBcOHHtlrnGTyk/ALtP/Gqc +tYfMBeCppcO+mPSso3x/vLnzg7dZHFnlj4cjWsrETWTwR5FT9MnG0GeU74/L +Mz33VD4mox+mZL8/M0/wnPL9sCZ2ds66KjL44ZwDARc3BddTvh9eeJWdn9hI +RgEeESYLcmMaKF+ABw/vbEvh1JQvwKvRz5SbPMicANN4GaX395KRj3pF0KF6 +S1bxsef4v7Wv2LygfD6Ka00jt6eQOT42lIwqM3hDRl987ea3coNDI+X74tGq +i6bqTDL44g2PCntBN5nzxXPRky/+krykfB+0fVAd0auUrPLB4zu2tqVMf0X5 +Pvj+WK3hrUNkzgeLJnS8LdFpop+fh292HVhZsZXMzUO/0x6nNTVfU9wbjQJ1 +9DI2kDlvHOlbCcW93lDcC/sWh/2dl0zmvDC75rztNf23FPdEfc3r/btzyZwn +RmYOH3d/zt8U98BTBl9iol6SOQ/8qJz+24TEdxR3x/riaYke5s0Ud8dpN2d5 +T2skq9zQrXGC4cz97ynuhhVf3pzLC/5AcVf8PW2zdOLYjxR3RUl2n8lvW8gq +FywfZDkivuQTxV2wNf6Pkbn+LRSfi5Yuyw2S7pG5uaglNrf/c24rxeegdVlj +++w7ZG4OFsWVaxZ4tVHcGQXbzAzin5I5Z/TasyK2etFnijuhA79kg5NWO8Wd +UHe+XpvlCbLKEd/x28PM/b5Q3BEdwrRjC3p9pbgDurz2715aSOYc8OH3llk/ +E79RHDDj3KI+WkEdFAdMfVDmETKtkzwbn346GVAysotsjzZbxF6zBn4nz8Ip +cXmyvwb/INuhUOTaZv3fn2RbfKZ/sKPL+RfZBleZZf40X9FNtsYtNVcK9CI4 +/Nczce/xuJFG/XqQrbC5j3abRhGzJYZobbUKTexJnoFLPTZqPwr4D3k6Cq/G +3/tsoUGehn6zfAO0DTTJFpj6sHDh18G9yOa46cxAg49De5OnotkgfR1tnhZ5 +CobFmBqetNAmm+DPcstB5+f0IRvhc6uivgnz+pIn4eW0ce0Ojv3IE1FHs8Kk +sG9/8nhcvmPxpZXpzOPQstDI/fFDZh66OI9373+e2QA1Fll9FFszD0fXGf6m +f8axf18HT14WiyPjWP1BmDXKWeXqxX4/LczW8tTq1mG/P4e3/LQu1FSz/2/L +jZN7o7xbM9jnwXHtFdJxegvY59Uyu3Zwed05Z/Z5cpCctJCfbMo+by04nLSr +KHoC+z4GwbLMxR7RJuz70oF+uyTxjo7s+x0OSXHLBPfK2PNgANmegivSqex5 +4cHxJwsGv8xlz9c4aPKSDqhyYs/feAitkxXdamHP60To6NSY4naenmduErw6 +nRGrvZU970Zwu+nk6Gu/sffDBBIyU2zHxbD3aQqM3RW1auQqet+4qTBpzqO+ +29PY+2gOkgdCnaXI3l8L4HsE96v/xt73aeAU/fBboy3zdOit6WoWqsfOixmw +4OzHSc1ldN5wlvDnuGK/7jR2HlmBk23ZX9ZL2Pk1Ezitz7YC6Tv2fkAq3laM +lLLzzwZ+H+JXsjiOnZe2ENWrT5H3Dna+2sHxebWBV/LYeTwLhJPTe97+zM5v +e0h413k+04p5NmSvVFQuT2DnP8CnhhkuuxvYfQFg1bPkiJPjS3Z+wNiyVrcX +uew+coDO6vodj8ay+8cRnrvvHZ70xwt2PkHqbqcB63nsfnMC8UubJNsT7D50 +gthDC3s42bD70xmKf1guCsxi960zmATO28+rYffznH++/yVnxw+vZ+crXKj3 +aT0vec7OX7i0bX230aVn7HyGmd2jjdsGs/7ABfTXym+uXsr6CRf4llcgdFWz +/sMVhu6qtH3m+5TdD1DqaL/tbkktuz/+6aDdy4+4sH7GDeauCjTXucf6H3ew +rl3B5QlYv+QO4wP/GuH6gvVXHnCb018c81sNu9+gOvxX5jttFveEGcajlq84 +zPo1T9j14ErOM0fW33lBWR/DwIZXrB/0gufx9o88t7L+0RvmJ9ZM+WLB4t4w +9lBOy8l61p/Og+3X/rjhsp31o/NgclT6sEP2LO4D3TNNO9PaWH/rA00Ns1Hj +OOt/feCyWWfdPTHrj32gI3r46XID1j/7gixOLG+tZf21L6iGOb4esY/1374w +qjDkmFkI6899YYZm1nH9Uax/50OlPfDvvmD9PR94z+yEY4+x/p8PPxdtLxga +y+YDPjhIVm3ebs3mBwF48VSVa9i8AQJobzM7UFXB5hcBbFenF67PZPOJAFZo +dDTFL2Lzix/0NR8oPTWLzTd+MPy70r3/QJbvB6HV7Zd4t2heQj+w6X7fw28B +m5/8oepA7L7MoWze8oeg/CcvmwvYfOYPT5sV8ZMWsnnOHw7myAY46pO5AFgX +7htsWEbzHwRA96vV3+6sJasCoHRaPV9nGhkDoFqrKOnnW5ovuUAIyw1RLs1i +82YgXNC76x4dzObTQHhwMcC0bigZA+GM3s9DZx6w+TcI3IaX1DZsI0MQ7E9d +c0DkQVYFQZ3LAF/DvmweDoKm2vVtk8tovuaCYd3lFs2IZDZvB8Mlz0VJ133Z +fB4MMXXl7+102TwfDEmfM95X1bH5PwQsViSmrznE9gUhkPHW28ZsAVkVAsYd +r8IaLcgYAp++XyxM+UH7Bi4U/B/cjZ56hwyhkG5w4/j1nWw/EQoJxcre5hFs +nxEK7YnV8zeasPwwOHpvNfdXF9uXhMHrvz84XmD7ElUYRLtcf7NpHxnDQND7 +15OxC9j+RAheFuGTNtiyfCHEb/+qcaQ/yxfC8lVbLqxXs32OEIwOT07Vu8D2 +P+Ew+te8vhGb2b4oHF7MXH7GT0hWhUNuxR7TdguWHw5P/eNF1tosPwLkpboC +nprtuyJgzjyl45HLbD8VARYSm4yiFLbPioCP0TPbVyrZ/ksEonEhmsUObD8m +ghnH5JkH9dm/J4KPVdGZvb+y/ZoILLmXHzor2P5NBOY5Pqt/O8X2cyJwPNbT +cfFmtr8Tgbdnk3NLJNvvieDslZCDHxzY/k8M5QvmJsrHsP2gGHzCdguCfrL9 +oRjC7z5bi3VsvyiGNOPFOQeusf2jGJZN+bDp3T62nxTDl+nGLUfj2f5SDBn3 +Btx5GMz2m2LQGvPws9KG7T8l8HV7pFipz/ajEih53txZ/oPtTyWg3FZydH89 +269K4PC8/OASZPtXCQy+1lc7OJvtZyVwP3wWuiSw/a0EVjXmZe2az/a7Erji +r//axovMSaG3j8VrW3MyTwpjRnzrv2cYqy+FtyHFdc5dN6m+FHJnz33i1kBW +SaHywfKUQ0XkLClESz2SvE6QUQqBV1t83HaQ1VJo/e4u3r2MzEXC/Z3BdqZC +Mi8Slv+4Kh/iTIZIWDGtPcbRmNWPhG9rR3XkDWH1I2F2SOL5NV1I9SPhsm92 +VEIjGSPh7sw3P6pKyepIGD5wAl95nszJ4EBhSPjsA2SeDAR6PrrBm8ggA4mj +KOpCNFkkg8dRia4+QWSVDPKeuOw0dmT1ZbAnOXjyHBNWXwa7Vq38lKHL6v/z +81Nn35/Sg9WXg/fNMTGdNTeovhw0sg0V2qfJIAetRQFnkzaSRXJI2DZ339pQ +skoOdp/qtqgtyFlysOxUdpzpQ0Y56Nu9FDY3FlB9OVxclm+cmkfmFLBfubH4 +4G4yTwGypsPrhkWTQQHf+kqyW1zIIgXM/D5mudk4skoB2Q093Sp+XKf6Cgjd +sCa+soaMCmjpitlgfp6sVkDjmt7cp2Qyp4Qx1glHtKLIPCW0Vtk6rHEhgxLy +1vQ+7TGeLFLCt1PxJXE9yColPD74dX5rfT7VV0L2tq7A2/lkVMJCq7ceLfvJ +aiW4NpW0LIonc/NBMYjfPCso/8b/AOBA0n4= + "]]}, { + Hue[0.37820393249936934`, 0.6, 0.6], + Directive[ + PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + RGBColor[1., 0.71, 0.], + Dashing[{0.025, 0.025, 0.0125, 0.001, 0.0125}]], + Line[CompressedData[" +1:eJw12Hk8lOsXAPBXUkjKVumWS9wSbiGRFEdkjRj7PjNmk8ptuS3oGu0b1U2L +tCglUkppVddpVdFiCRGhRZaS0qKS33LP4x+f7+d05mhm3uc55xgI43jiARzH +7VDguP/9/vcnBpO13g6/uehm8f/ZJMOhY+KrjqSSUYYFM8NL6vLImTI88cpq +2/x7ZLkMrSNSn4e0kvkyVO64vOSo0q1/DTJ02XVT2duIrC/DLR9Lg4OdyJwM +7UZUjrotJDdJ0U6a3LtrNRmlKBM1nig7Qs6UIvfOvWXeTbJcirsH7RQsfknm +S7HB/m7fS6XbVF+KnVWyo7cmkPWlGCnqitDyIHNS5D2f5lU5n9wkwdwFXXmD +tpNRgpd6im+dPkfOlKBy3N7OxzVkuQSLDooS5/8g8yUoNMgtW2twh+pLcHrm +zyljXMn6ErRfX6c8dQGZk+CZKZLs8p3kJjGm1q5d0nOFjGJ8ISxsP9RCzhRj +ZLvr4WrVEqovRtuLGXMyppD5Ylwh8r71PpwMYsx7YaJQt56sL8aWIeN0QwvI +nBhzPfxtlz4jN4mwbNq+Q6bKd6m+CEfz9HatsSJnijDsniw2SUCWi1DR8lbi +uG1kvgjfjrEy/+MaGUS44ko8N7+TrC/ClEGD1+mOuUf1RXgxanpC4hxyUzQe +Lg5/uHcVGaOxMq9q/+LT5MxozPe8YaveQpZHY6BPjckfOvepfjSKlVUMD7iT +IRqPLON/T/+LrB+NA4fuyIstJHPReBbVnEd2kJuEGLBCoePwuFKqL8R8Za2G +4WHkTCFOXtW8KCaNLBeibtdhw4KHZL4QPwXP3/tWpYzqC3H+2bV5Ri5kfSEu +r325NHwNmROiy8Zcr4zr5CYBJsfmPW7lHlB9ASZ4RNS4OZIzBXhSsXrJ7dVk +uQBjglLaRLfJfAHCg6zsSSoPqb4AW3etcjDxJusLcEKl8sKoNDInQO9Gb53q +enITH59f1nLfbfSI6vMxzGZpcM5CciYf491rnmpfIcv5aP9BP2yx4mOqz8dH +q35N325CBj6+Em/sjeGR9fl4h/ckSTGBzPFxosrbSOFRMkZh8foFn7c8JMuj +cPjHnY/W9bLXi8Kyhbf3BfxWTvlR+KU7c5ICj4yRWHjOelNqElkeic+f7apU +zCdDJAZtiJVKG1h+JIaEKVcXD62g/AicntbSpeVAlkegLORQ6bxFZIjAwVPr +S0uPkrkItPnsnGX/lOWHo3GqdlCpeiXlh6P9nQiIn02GcLTbqDvUfxWZC8ew +D2+uCy6QMQyV6v66dvI9yw/DQwWu/9ibVVF+GC7eGd1uEEPmwvCvAQue8o+T +MRTVd/ceHNRKlofiD76gSs/4CeWHYrsqZJ6fR+ZCcVhG+JWafDKG4PuuSbF/ +95DlIfjsev/6j3bVlB+CX9YniVXWkbkQ9OxPqml5RMZgXF2rMXbbmBrKD0bv +B6sbx8aSIRh7rTeYHCoic8GYttg+wVC9lvKDMGJ2xY0iIVkehLk9AUkrL5Mh +CFNOLalaqPmU8oOwMH5vTv4CMgbir4kVN+aUkuWBmM3b+TrCtI7yA7Hx28CO +LylkLhCH6q4rs/hIxgAcazPgkmFYPeUHYLWBiUbrbTIEYMMJ/p+7pzyj/AA8 +cdfgH6+jZPRHu7bDSiajGijfH8tOmZxx30YGf7R3bk8oU2mkfH88htV7KjeQ +0Q9f7fvlerLKc8r3w9Or5eLvqWTww4dDZ4umqDVRvh+usFuk/ZlHRh6+e/ip +uy6DLOdh2UYdz6+vycBDc+Hv+8VWzZTPwyepGgfs1pLRF9fFeXinVZPlvmh5 +fu/gLaYtlO+LfVudNs1YQ+Z8cZnFRo2SBjL64KSKkcs97F5Qvg9e1/nh9iaD +DD74kJ/+8WY/mfNBw6u9bQOkL+nfz0UlR8uKsnIyNxd1hx495wmvKO6N3NVR +40+eJXPeODfaMXnsxNcU98IR6TVqFVlkzgtVL8VY9o9rpfgcbN6y42xDNpmb +g7fzqp7nTn5DcU/c3nOoOesamfNEp90nFIb7tlHcA0OL9irZtJM5D4zsUt0t +2dROcXfU7th8rntSB8XdMSne0Nainix3w9LBGvPXpnZS3A1vGH3b4+v+luKu +uGTz3xcHqb2juCu+ORZrMrqGLHdBX5XOlUPyuijugoOPSEZZOr+n+GxsrP8g +enaRzM3Gthd6jVXm3RR3xlhhXsDi02TOGY+FbmjWtPpAcSesVgnJGlNM5pxw +7PiQUz99PlJ8FmpyxsqW7WRuFjZt8miYvqWH4o54YIbj/VyrTxR3xK1TH/DH +tpLlgKN+GV7nlPWZ4oB6aQ8UG2K+kB0QzM0WXbX7SrbHjlPl30p1e8kz8ePS +7v3qSt/IMzA+Zd+trJ/Mdtj8tvnX0sE/yNOxQ/GJUptBH9kWt3+N27zF+yd5 +GhZXi73/2NZPtsFZXRkbZi/h8F9bo8MwtcWDTBXIU7HIyPvD1PfMVriwe7/X +1FsDyFNQ84+tP1JzFMmWmJh178CXgwPJFvj7CUWpR64S2RyPXtUISLw3iDwJ +uZtxmqsUlMlmWG9bsaKHp0I2wdfDeGeu/qNKNsYqfmFPo5MaeTzePbHxaUHD +ULIRqrVd+JYmH0Yeh1rzYuLWbB5O1seLZzW73W01yGNwwGuvweIzzKNwY7Z6 +wm9VzNrYM37YsEHpzMMxdOGON4pqzMqo8mbu4DB39vocKp2s+FW9Tp38vrjB +sf9Uhg77+ziuImLLm0nhQ1jcwcX0w9rBl9n/l4Nsa4WZOebs/VCGzIU3mhRu +sfdrOAT2jm51WszeT2343jU874kte79HAff31ZfVo9jnMQb+NBgiihrKPi99 +ULS91LRfh32e40ApbbH/88ns8zeCZXnGurbn2fdlPFSffdHXaMy+T8YQN8k2 +0fTSd7IJ9NudX1PLZ99HM1hxf9m0Wn32/Z0Ekw9m3/D+zL7v5jBxwrHLW5+z +58ECdEJNrVXr2fNjCdYdrquFrfR8cVNg+CIu0EeR2QoKfv875cTv7HmcCt4e +u10FYvb8WsM07ydhCbnsebcBs5YQPe1edj5Mg/Ut90Qhfsy2INLp3qIVx86X +6aBU3q372p2dR3Yg0Us51zz1LXv+YNQYrapqC3aezYT1N+apnJrBzj97OBTV +NkgQ0M6ebxjnNrN9QAI7PwEcjJ/kFp5k5y9AmOrqYzlt7Hx2hHzTQj99C3Z+ +O4LbgZWDY1ez830WXAkc+eDlM3Y/zAK+UmL4Jwd2PziBV88Vg2F57H5xAl/V +seH5Y9n94gz2aRP9g/ew+8oZolMlOftGsvtpNvQfyDmterCFna9wrbXinbMJ +u/9c4K6h9qHOInZfusBXm8mOeTx2v7pCdaD7dPN37D52hWVh2svNU9n97Qbt +a19pSixZ3A0y9iQM0D//nN0fMGJ72uIXaqwfcIe6U5tLjsWy/sEDapckjPr5 +mPUbHnA0Rjt/84wGdn/B/PTx8e9PPWP3G4zZHbW/zoj1L3Pg2j1RT28m63fm +wC/qNjhwXD27P6He7LDzheN17H6FnY3FiQ8tWP/kDaU52x5oIOu3vME7qemK +G4/1Z3Nh3uMfGQ5vWD83F653r5l7J7mW3f+gs9ui67Qe6+98YI7MY13FP6x/ +9IGuX77dHiSsYf0FPBnf93CCMusffYGXtbJLs4D1p74wulZt5fHwata/QHTR +t/Q7qqw/9YV1P4Mc/IpY/8uDxOyJfRYLWX/Mg/aSH71uhqz/5UHtzeX1SXWs +v+bBhgn1BcU7Wf/tB5etrJs/eLP+3A+mVqorK6mx/tsPCvdZvmy5z/p7P/A6 +aWQTv4X1//5wXok7edmLzQf+cKZ5P27XYP2/P4QMCT3XVc3mC39YYmi+rOQA +mz8CwNi8NltFwuaTALje+mNzzmQ2vwSAlVul+p5vbD4KAP0c81t377D5JxCK +Bvk0WaSx+SgQGvXeWpcI2fwUCAJFDcu/LFl+IJyquXxnjiLLD4Kk0S7SiU/Y +fBYEyQ5an1Rz2PwWBB05n86+YfMeBoGH57DpV3zY/BcM/P4Ri5ePZ/nBcF/6 +abTFNzZfBkNMp46mWS6bR/8bP7kwvDyEzIXA4/IWMy01MoRA5CbP8JfFNM/K +Q+DAy7LYaX+SMQTKt+UkK5qx+TcUpJ2tUdNf0vwMoaAXuiug4gCbr0PhUiff +7Howm8dDYQPH0+nTJnNhkFIZvCexgs37YeDXYrraegdZHgYHrim0GviSMQy+ +zF490lqTzf/hUDBf68S8KtofQDhUtqUnX9zD9gvhYPf3hGrtcLaPCIdpWz/b +JRiQuQhQlK/OftHK9h0RYD/gD4nrabI8AvplmuMyl5MxApy01t9rBbb/iIR5 +t+03jhrC8iPhWV/cBbNqtl+JhI5JV8r0jrB9TCTktaqFty1k+5soUK4rV90w +gwxRMNFesOeDKsuPgv0PChvH17F9UhR0bo5/pXeCzPHhmqJ985N4th/iw76J +MQ6uc9j+iA9RuYKchXpsv8SHrsrGPtdutv/iw8Fz6f6PbpEz+eCoF9fOpZOR +D8br74x+uoDtt/hwf5rYz9+J7b8EcLy/aEicLtuPCcAv2QJ/e8/2dwLoKxz9 +YWkJmS8Az8LRZiGHyHIBRG8oVnm0nO3nBPD+wHao9GH7OwFkn/orR2jC9nsC +MHxW4Rg/kO3/hLDR2tlm5HO2nxTCCPsz9dZX2P5SCNc3V2dV72L7RSEUfPQa +27OI7R+FUJu39OVWb7afFELbWa+Mg6ZsfykEeeTgF+NV2H5TCEeO+YcYtrL9 +azTYaH9N33Gb7WejQSlUwTnuKNvfRkPs6WSFK2vYfjUa5hl83xYXzfav0aBy +8kJJCtvnZkZDupU0U5PtezEathfoWv4YyPa7/329c9Zn3V7TvpgTgZuTyYLP +JWR9EXy4+Oma4gkyiOBBbIhS3Fa2XxaBdr7fEes4tn8WgeIKydtgHttPiyA1 +ItmmairbX4tgV+3xsmxdtt8WQduyk70P+25QfTHkP7qg5dlC1hfD8rEfk3RL +yCCGHykll6edJPPFsCnQPvD4DrJcDDcFnYqi5eRMMcjWB21YEEFGMTRv31N4 +w4ncJIYWpVVSoQmrL4EzipUJnhqsvgTKKl1KEr9ep/oSeJRpNOLTczJfArE9 +ctNzJWS5BJwDC26dP03OlED3Z5dD3/eQUQJGf86Sr5GTmyRQPvbT9DkxZE4K +XTb6F/x5ZH0pdGfAuww7Vl8KBZDSo/8bqy+Fs+ea2lvUWX0p+IaI+pq+ItWX +wkwzz7DRL8gohaJ8TfPUB+QmKZS+OH7Q7hKZk8HI+VHFBllkfRkc9P71sEMq +GWTgWj7PK20lmS8Dlei4h3pislwGWuPvTG30YfVl0Hc26Uj5DFZfBpV102Z/ +NWb1ZbBjZ5TAV4fVjwHzhHmezxSw+D85Zc7Q + "]]}, { + Hue[0.6142719099991583, 0.6, 0.6], + Directive[ + PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + RGBColor[0.46, 0., 0.62], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.001, 0.0125}]], + Line[CompressedData[" +1:eJw12Hlczen3APAPWokojUzFpSghLRiUOqVVi/Z9uUvdW9myZJksN7KMoqEw +RrihEgqT7OkwLdaIlLriWotKFKKir99vzuMfr/frdJzc+/k8zzlnjHCxb0x/ +juN29uO4//v7vz9x6Gx5MeXgkrLS/6ciFi3aynuu7CBjLGJEstj8JFkWi2lB +b9W6b5Klsbhu4OmZes1kfixGGmbE7VYp/88Qi1c7thjHjyPzYrFjZCdvvyOZ +i8Wms08NTKPJCgnus3j1TTeFjBI8L+XtjztKlknwWnJbs0E5WSrBFSMnlf32 +hsyXYMqnnP4XVSuovgSPt65bdGQCmSfBhwnvb351J3MSdP+toPbSIrJCjLcr +70e17CSjGKEy0DGtmCwTo6hijfRQPVkqxtep06ca/yDzxWjV/XfOOMNKqi9G +ddVntgdcyTwx9qq6b/1zEZkT4yjdkNH9d5MVMZjac+7kp8tkjEE0GC2Pf0mW +xWCe9LG3ZNANqh+DVxdZFLRakfkxKDu8bdv3cDLEYNWsgpSszWReDN7Y5udw +5zSZi8E4XTNpupysiMbwg1F6b1VuUv1o3BywduQTS7IsGo+v23VyfhRZGo0+ +4QLL/WlkfjRGfewzW3SJDNGY6VA9p7mZzIvGqcfTjQbr3qL60bjcKSVN4UJW +iLBxltp08SoyivDX8IG12flkmQhrwrP098rJUhHeL5ddchtym+qLcKf29fkl +9mT4GRdoDviSSOaJMNNTf1XXcTInwlFtko5yBVkhxAXho6tjRtyh+kI80thX +IPciy4TYI1ANm7SFLBWihptMHo5kvhBLoCZ0aTcZhHjdIp+3dNpdqi/EGs/e +rYIlZE6In/9p/+5USFYIcF1uaJdRKxkFWD+htG/AxCqqL8B+hXZXm+PJUgHe +lesr1Z8g8wVYvmS3vKGNDALcMPHS7k/m96i+AOsaP9VMSiRzAhxx88CubZfI +Cj6mvFiWvo27T/X52KGBg+ONyDI+tl0ae7HJlSzlo6kGL0d1EZnPRzOdoh93 +M8jAR4H6PTW7S2QeHx35CXpRz8kcH21/vZhjqV5N9aKw8a2S1VULsjQKlY4E +LlUJI0MUXlyvZTd0E5mLwoayknzFKZYfiXnZ0r41cpYfibwzcffeqT6g/Ei8 +ca6pdco0MheJtjfXLfYVkTECPTs9TwfvIksj8B//Bc5u11l+BGqoCAZM7GT5 +EVja/vGD0riHlB+Ox/bO8nkaRJaGIz5dnX01lQzhWOcbc6gAyVw4tsVZehd9 +YflhePjmQLXHk2soPwyVWqMTjMRkCMMvTvdSsw+RuTDUzzc8F9xAxlBssiuX ++f3yiPJDMaSW757lR4ZQ/EV5fbfNLjIXiiZKbyfDAzKG4PYE532ntWspPwSN +HoWO2RdIhhAMa3zyTGk/mQvBrtxhU/oUZAzGNiOHkgyTOsoPxpwVHblVS8gQ +jGkqhbuvXCFzwXhGM0ERr/6Y8oNwsnvA8aYgsjQIHR8s7LU/RoYgnJgx9fEf +3WQuCM19POzve9VTfiB6tq21Nc4hSwPRekzIw+zvZAjEu9zgz37BDZQfiEMy +nqz1LSZjAMp31o8tGi6n/ADcfsJ2cdoKMgRg7t9NlZ8byFwAvvIzWqXq8ITy +/dFpcVFlwwmy1B8XeHrpbtNtpHx/nOynr2axlcz546C2W7tbu8nohwkv1ObI +E55Svh9m3CuxNHhHBj88xCXY14ifUb4futj+M8KoiYy+eH39J7190xSU74sZ +jT1KGavJ8NPv9JdnlpI5X3TMKtItUn1O+T5omDrvjLIvWeqDU+vaDI4eJIMP +Dh7dsDKvjcz5YMSdN2amdi8o3xvLurpNXTPIUm+0PbT8w6h3ZPDGQTrHy+/O +eUn53mhZ0l2XKCNL56HD5pCoWdwris9DD69vpSAiS73ww7Wjx0/fZHEvTJxl +Ovus1WuKe+IH829Gq7LJnCemnl5dMVH7DcU9MGjZP/P7/UHmPHDC+TVrzAY0 +Udwd27fJr7Ukkzl3PPxpcnGicjPF5yIqq8s1dpC5ubh0UKnJF723FHfDa4EG +y5JOkTk3TBzT8KrF9R3FXbHry+6krGYy54qyLovU5h0tFHfBJIdEV0ubVoq7 +YJ9EHPHyA1nqjHoCk9SFBW0Ud8aPbsJI96XvKe6EC//S6eWgneJOqK68d/OO +QR8o7oh1opQm/TVkzhETsgTGfR9ZfA5W8R3epS/8SPE5+Kbg7DWLdrLUAX/k +2430XtlBcQcsutRoz1fppLg9dnrsOPQii8zZY7Cl73eR9SeKA6YcPDt4/Qsy +B3jbcQnv6a7PZDssjnioO9vzC9kWHwcPOztfq4s8G7W1pll5v2S2wRE5psnv +8CvZGl0f7+oMOvmNPAt9hwbdqcvtJs9ED5fIE/fP9JBnoF6L9qS6ql7yb5jJ +V+op7vtOno55NasqVjr3kadhlIF2xUVfDv/zVCwPWfm1QLMf2Qqdvec45cuZ +LdHGxn6C9EJ/sgVW7vm8JPTYALI52p9VC6gsUCKb4bdb+VF1t5XJk9Ds8lT5 +bBVVsil25K8xThKokU3Q0NzabOhLdfJ4fLU9+UnxzkFkI5wlC2rakDiYPBYz +r09KOr9Xk8zD/IY9vbncMLI+3m0sOfkoVIusi5MfvRzbr1qbPBz1/z357+CZ +OuShyD0q31Fs8gtZDW/lDqzL0Wf+OUF8fy+dNpL9/IfSGudBlY1H2L/38wR9 +W32gxJDV+2C3uuLv4aU4lMXB3ulC3lcV9vuqwZuniTljazRYfYhs8AlXVgxk +vx9cW2zuKx3DPg9dKNF8aij7k31++uCjJPO8PV6F/f9BeuHvpX8/ZZ//WCir +tiyRFbHvxwge3K1/OOMw+/7Gw7DBY4aE5bHv1wRKO/h5a5A9D6agZ3TnTmst +e14mQdKp6mkvPH6QzSD5aDyv4Bl73szhT8sZpalp7Hm0gLY3yQeH+7Dn1RJW +H9xvYzKRPc9WUDjeLf21Lnvep0La/ewymS57H6bBR/7Iy3IT9v5MB5VvWlV2 +ruz9+g08c3cV/JXI3r8ZUBQSNvD+Kfa+zoRxq9Lb3n5m7/cssOG/y+rnwmwN +l/UrOp0Ps/PBBl5kaY/qVWGeDZJl93KWLWfniy182Xo41aCGnUd2MISn2ray +6j17/8HZ7bF/S20bOx9ApzhKtKGVnX/2EP9S4/ewIez8s4ejs1535lq3sPMH +5n3s25yzjJ2vDvCHmvBGbjE7f+dAUTavSrUfO5/nwOSIO20WAez8doQnVXl7 +9p1h578jmI3qdCnRYee/E6z7t+CIUTK7P5xgQUPBgahOdr84w6QL/SqUF7D7 +xxlqJ6w6WfyO3U8uMHHH2NDhi9n95QK3Tyie3PnK7j9XCKwvUKRvYfefKyTM +SPXV1mNxN+jQW6uuVcTuUzdIOaWyzH3eC3b/wMeZ5+w3trP7ei7M90sySM5g +97M77DD4PXCoNYu7w53NZ/f3vWb3vwcUxo05z8tk/YIH3P9xwNvVicU94Yqx +45L9Hc/Y/QpH5NcTdfis//CCeuX4D+cesH7FC8IT5Gk2c5+y+xs6N4pNJBWN +7H6HghflB3qcWf/jDUrGOjuv337C+gOoG2E0c6s/65+8QbUn10j/uZz1F/Co +Y26P9xLWf/lA4ucxNr1KrD/zAcH8tp7P+xtY/wIXtUJydaez/s4HqtaYlMPD +etb/QBR37p7HMtYf+oLs4FAlg19Y/+gLOhcuumVcZv2pL5QNv6KfIWL9px84 +z65a128I60/9QPnZ3payS6z/9YMZslGe5XF1rL+Dg1r321p+Zf2vP5wNXCs2 +rGL9tT+Ejr+yJWgj67/9YVPuXLvEWay/9geDUVpJ8Z2sfw8A8+PqGuMLWX8f +AH9qLkjdG8/6/wDY0Drf8ZQJ6+8DYGv7c8PIZjY/BEL2vaTC3flsvgiEkqTm +XpcFbP4IhKLg9CsSczZfBMLDaRctmz+z+SUI6nyq7EqusPkmCFz3reTLU9j8 +EwQbNvQd/82LzTdBIKkxulGpy/KDYbF1SlPyKzZfBcMT4yOnw8+w+SsYFtX7 +WM5bz+azYJi3M+GBtxebv0Kg1lYHQkax/BBYcedwHL+dzX8hoD69YGXkNTYf +hkC8zsk77plsfgyFc/l5amNi2XwZCltbojTrbFh+KPS/NURTosXyQ2Gj+tNN +t5rZ/BoGZ/avcewpZfNuGOxValjQuZfNx2FQpKheUJDA5ukwuFca/tlwLssP +hyqNje0+bL6GcPCqXv48+gfN49Jw2HOrgZ9cTMZwsLSN5z4sZPN7BCwySk/P +MyZDBBgveKZ+6AXbD0RAYJDXwbsHyRgBVpmbL5uGk7lI+Md68ajCX9m+IBJ8 +jLc/m9dA+wdpJFj1whq1/WwfEQnywgv198PZ/iIKpmw5BodHkyEKyifN9l3x +ku1HokAo7u1yPsb2KVGwjz/DZ8giMseHX2pHZ1dMJfP4MLvYD+J72f6GD0lz +p2Z2lrH9Dh+0x6kNjthBlvIhs/ShaXYwWcYHjYUpWy4ZkpEPsst6r460s/0S +H07Vqk8PvsL2TwJo+tp65sEfZJ4All5bUT0kmAwC6LUx81MzJvMFUBH63ury +F7b/+vnzKZZHDCvZfkwA0mOWn2b/xfZnAjgxQbJDJZ6sEMDewwaK1TZkTggT +dCIDMjXZfkwI3LE0f9+XbH8nBGHsaPvT59l+TwjLDWUbj6ex/Z8QeMrWu2cL +yTIh7LFdqyGeQUYhrKs6d4ynyfZ7Qmi6dS0k/g3bP4ogzjrXAa6y/aQIeJrb +zx3aw/aXIlAs32K+eTGZL4LuihyXj2yfKRWB5HVy9tOxbD8pgkTMfe3+ne1P +RdBjoXF2+mO2XxXBw1NzZFlFbP8aDXqLh1kmpbP9bDTUJRu33JvP9rfRUDWl +0vsvV7ZfjYbtC4K7qsex/Ws0vLE/u/33AWw/Gw15oo+v05+z/XE0VP6l2q2J +bL8cDZnt0S1fD7L9cwx86f3ju+s6tp+OgWlFx9N+RLD9dQy8kQ/pr2vL9ssx +UPXS90bGKLZ/joFBK3PtE/rYfjwGmqTl104o2P48Bsq9TqY5Xmf79RgwVDFp +mHGUzInhYdPqxs2byTwxlG3dcm9SHBnEIH2e9c3Eg+3XxbAz4fTV1VPY/v1n +vjQ+20Cb1RdD/rnbTtpd/1J9MfD6my4KkZMVYphePfzT+1IyJ4FNhiuuPjhK +5kngrnbZuQHbyCCBpElQKl1M5kvgpZrKSdcAslQCC5MNIdSaLJPAm0yzKWfH +sPoS+Daza2yAGqsvgTVG5mXW7depfizUawrLxLVkXixcX2jfVFNChlgYFpOj +vimHzI8FK/4DoxXbydJYGHJ+vWdeIlkWC0FBtwtHRJIxFroHa22ocCYrYqHz +s6Vy0RRWPw4Kjwxa8kT3eun/ACQV5lQ= + "]]}, { + Hue[0.8503398874989481, 0.6, 0.6], + Directive[ + PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + RGBColor[0.68, 0.69, 0.], + Dashing[{Small, Small}]], + Line[CompressedData[" +1:eJw92XlczdvXB/BvZUhkSkghFY26DYYotZJGaZ6nczpjRMnUz9gxxzXkllxE +R0QZk0KuaiUpyZChSMOJULeiK7Pw3Of5rf34x+v9Wq3XPp3zPXuv/WmSIN5P +rMxx3D4ljvvf///7byH6StvrX7XcLP0/KmJQzH19qvyDjDGoni8vXz6u4r+W +x+DMXca2s23Ishg8nfW6MTiIzI9Bg+0lM+6tIEMMBj7MLTuaStaNwYgU69bq +fDIXgzraU9v9H5IVUlw8umWS7XsySrGufEbzxpG3aH0p3r7VtsHYmiyTorGp +1WbrADJfiirDNqccW0kGKd6XDV618gBZV4raT4aYXiwic1JM0XpZGdRIVkjw +k/GItTG/yCjBvjkW69r1Kml9CUZtU/v11IUsk2CTuaGxXSyZL8FRv+UMHpVC +Bgl6nD2aJSgk60rQ0WVwg/FzMifB27vLD8QqVdH6YuzlHaoyNiKjGG/FpcVJ +vMlyMap0FZ/TTyTLxDjcKv6JMJPMF+OrGQtFxlVkEKNCeczAxH/IumLUynZN +8da+TeuLsccmr7vQmawQoUOs27hzS8kowleDfw23ySDLRZj+wf5GaBVZJsJz +Tz2Gan4k80V4e8WpisV61bS+CI8vK78g9CHrinCE5df0vg1kToTvHDVDZp8n +K4RYcrrz/cRmMgoxqsvrYN7QO7S+EG8t/F70zoEsE6Ia73L/1gQyX4hflRuX +JJ8ggxCDThXp/F1P1hVi64QpC9WG1ND6QhxzVl7ZDWSFAC+rFf715yoyClB5 +eETNsHNkuQCbC1LXB7eRZQKMad7qs0LnLq0vwPupy6sXBZJBgM7cko0Oe8m6 +Aiy2e2r2+TaZE2CccNyV9P73aP1oHH9m3QL9uWSMxg338mKzksjyaFzxeXSr +VglZFo2Dzv+4t/cHmR+N1X6+cjX7+7R+NPrOjuxLSSLrRuPw6UZXjG+QuWiU +ec9s7VZ+QOvz8XrSmBHBk8nIx/Ip6b3+bmQ5HzvPiMa2x5JlfPQeZKE9JoXM +5+PE4FVn2grIwMe8OlF6QANZ9996gmPtIq6W1uejVUHVJlNDMvIwZPsYtcNe +ZBkPPZ5PVi5ZRQYe3qhb5ngwk/XzMHajRZ3lbdYfhTvSGn/t6mX9UcgZnDbM +m/CQ+qNwa2XAM7kHmYvCL6MVxaJEMkaiZqX0oFI2WRaJvZ27Pdc/Yv2RuKKR +/6xJ+RH1R+K+j62LjK3JGIFTTWsiJSKyLAJhc4/b4XQyROD+n8kq92+z/gjU +v+yYo/qT9YdjVxsvzdv6MfWHo4+dk/DMQjKE46fqsDf6x8hcOEarCfXKnpEx +DPfPneXwu8YT6g9DA7WTe3d6kSEM9QaapFTuJHNhGBGh3etRRcZQfFgacmn8 +wDrqD8WCgJyp7q5kCEXP6wX29clkLhTzz18SPLxDxhDc7OT4yHl4PfWH4N+G +PzLnBJEhBPUmqpTeOkLmQlC/iKfx7jUZg9Hol9LCCsun1B+MmsMspKEbyBCM +E9/1rv2rhswF47qDmjf7dJ5RfxDmldf3mseTZUF4/PrFeaJyMgThMcWJ2Ata +DdQfhDfOnzikv4yMgXjfndvzuIYsC8SuNcOy64yfU38g5m+uU3HYQeYCMSpH +75p+JxkDsC7jZ+dh70bqD0DrBPHn0stkCMA7qjWpubpN1B+Ai2eHdSzfTUZ/ +HJfnnmn7gyzzx5ayAy8mLG2mfn+sbUXpnNdkzh8rhwTHXuW1UL8fmvuWFeY3 +kmV+aLx3vH+OuYL6/XC3kb5B41Iy54cDUs5cUy0koy969oiUnL6TZb5oFmb3 +Q+7USv2++KwjtnvWHjLni4pPnkumPCejD2adrt8vM3lB/T4o/qIyXrSODD74 +4OmLhLcPyJwPOrqZPLE3ekk/740qtd1xqzaROW+sevyb8GoLq3vhTmnBG2No +o7oXOijaIt8fJ8sWYNrOlOW2g19RfQHqSDs8LVeRZZ6ofsG/SPkVq3vi0JyM +5a3Br6k+H7fq6yxRvk/m5uOPIQF6Rz3eUN0D+b9+fuqpJnMeGPlu/gFbn3aq +u+Oper+I8gYy547uGofyHy7qoLob7vh2eVMR9zfV3fD0p61H7maQZa4Y8qDX +PNahk+queCLrhO3HdrLMBQP6rpvXHeyiugsuP7Jrvcyvm+rOiGXVkniNt1R3 +xo83tzw0bCLL5qGVxYegWXnvqD4PVxZcyM906aG6E8ofHPJJuEbmnLCgaqtl +t/U/VJ+L2dmZ0xIvkbm5OGjR1oh1s95T3RFNfWIalt8ic47oMLpkpiKsl+qA +xx3jT/h8JnOA3JeeBEHGB7IDKhLTbt3w+Ei2x4Uduw5YqHwiz8F8+Y3vG24x +2+H+c5ndB/Z/Jtuiw+769KSEL+TZWDByumtI+FfyLJw/RuogDfhGtsG8iD83 +j4v6Tp6J+3oqvwxb00eegUbqvMkTTv8gT8d+m7yH8Hp+kqfhAh+zl0cNOfyv +rdGl6EhzeRuzFVp5G4sdLyqRLbGkVV+5/15lsgXOKnbtDJWpkM1xk6LvsHJy +P7IZPvUY1xye259sgrGj1mbsbh9ANkLH3Ga7Bx6q5CmIoKZeWzeIbIAB0jQP +l/2DyXp49/iRD3f2qZN10efNM3vTxmFkHSzJjVAa4TyCPBYVG1b4pzaOJI9C +s0I3ja8Vo8jD8ezSuSkL+48hq+L4qQavG220yBzuvtRm2f6cuad0zKXmNRvM +xrI6J73Cb7Gp1WR1B43XfcOUL2mwOmyulBZM7mavRxVGTpyUeX/pcLY+SPb9 +Z35b2FD2+kBnXun3k2ZD2OuHbbVlyZJ5auz3g0H3H/c7mcbeL11wln/tJ9QY +yN4fUDcT/hxQxN5vAyisi/t0MYl9HlNg9LfqWBSwz8sIFmRPa0qMYp+nCSQG +1J6uiWeftxmYZLxtskljz4M5jApQvW+X+oueHwuwqvHYJ9Bhz5MlbFmyZd89 +ZM+fFVzY9MSxfj17Pq1h5YyM/qa+7PmdBlXcgLgyG/Z8Twf9zrC9963Y8z8D +3LZszimZw74fM6HoZtNugxD2/bEBjz2P44tl7Ps2CyaH4UXJZfZ9nA3bHDMP +jvvCvq+2YH4h5kLXPGY7GJV69eyADPZ9nwNDuYS27D62P9jDpPQTQ7UkzA7g +dtEvpqSe7S8AHZ3lY5V92f4D0Cgylxdlsf3JER5+tjTKzmP7lyPY5yuJXlZ3 +s/0H9hTuOHS8p4vtT+B387zalElsf3SC+qA/w6+Fs/3TCVbOfGNaksn233mw +ZF/B9cNdbH+eB7a9YVeqHDvY/gm3vy4dWnGU7e/O4Jb99ZuWCtvfXcBmzZnR +oXHsfHCBYVkJqdoKdn64wuxaw71KIex8cQWHJveNF5+w88cNXEv1S+tD2Pnk +Bu9zrUdOaWXnmzs8W6Ae4R/Hzjd3eGRk5aTNsboHpDz60jYnnZ2PHvCnTs6O +JAt2fs6HG8MtQnPusfN4PhSkzxy+ZSk7fz2hKDfocqsmq3sCPNAPTi1h5/sC +mGaujUsWtbLzFVY7+Tq7abG6F4gWi/f0VbN5wQtyaiIXS5LYfOENibWTrwpn +sLo3+Bf+WJrT0sLOf3D07h5nHdzC5gNoT9OwN3/UzOYHeL19hJbIv5nNFzDq +5PzpWfVsfvIFh038OUW8JjafwI7a7Jp1nWz+8oVfTlo25Wsa2XwDDk63/MTq +jWz+gYPy2xb2x9l85wcb9E53mdg9Z/MTHIuTL1N7yuZDP1j77UxA8So2P/rD +3hqd3MljG9h8BjPjy3qnXGfzpz9o8peOPSlg86k/lNvFBuwY/IzNf5CX72d7 +9TKbbwNAi2dSoC1i8++/tnXvPaJBxgDY19cTZ1LB5udAcAxee/fcf9h8HQj1 +1wR3Nc3Z/B0InVY5Rr6v2HweCG+1BqzyPsrm9yC4c6ZBTSmUzfdB8HtfriJI +k83/QdDTsVs29xG7HwTBGHHfx8I/2P0hGKJ1J98+7s/uF8Hwu/D7r5+a7P4R +DDlqygZ//f/9JBhUa109ao6y+0sIfL9xd5yhmN1vQuARPnqMZuz+EwJed6y9 +9n5k96MQcNnS2ZVcyu5PoaAWpHr4xE52vwqFZA/zy8+C2P0rFJp/Xe2baMD6 +QyGyuWVN/Ht2/wuDf4Y4r8Eydr8Lg6kN7SsH/8Huf2FQfPe6hruQ3Q/DYGfb +eINl01l/OCQmbzmZpMr6//XK1tpFjez+GQ620/+YMPUiu5+Gw1Kt4964jd1f +I6D3isfqCZHsfhsBq/uPVpk7jfVHQFesavbkIaw/Ah6eauDdbKP7NBcJjwbw +ErRK2H07EsS5RS66f7L7eSS41SXGPV7G7vORkJ38xy5LL9YfBSb26n7WJqw/ +CvgTHFc/GcD6o6BUbr7HsIryAoyC5X/NmfR4M8sPeJA9ULo9B1jewANDUWNr +xk+WT/BgiEl9bm4xyzN4ULzErqRyPZnjg5WsYGGPPVmXD3Dqb954JTLwYbDY +Nt/tJstX+HDxn5TixclkGR9wbcCoLQvIcj64FvZJd2iQkQ+vP1asTGxg+Q4f +OpySv7plsfwnGkb325HzZRFZNxosVcumbZxGhmgIDD4a3PST5UvRsGHswBcD +q1n+FA3K+7fd+76f5VPR0IFz/QoEZIyGs6YHO8wsyIpoWFKmGRX9k+VfAnhy +OevmgrssHxPAmf4WK95msPxMAO8qQj85LCHzBTDQKOODvT1ZJoDndr9Nbh9G +lv/78y9Pz7Z5wfI7AYxpUH9mWsjyPQE09Lu7rzSZ5X9CwFOBb95FkHWFkL9g +SnCRJRmEcAy3xowdyPI9IaQ4jCse1MTyRyGohgl0d15i+aQQnHa6pabvZPml +ELIeVPiaCVi+KYT9Cftr3WaTORH89uq3ax0jWT4pgqTOxfVDulh+KoI9OhqD +8ipYvioC7fs6VrWZLH8VwWyz1SZxa1g+K4InvfLCLYFkFIFpv+VJIy3Jin9/ +/lTRRE11lr+KYfTIFP2dHSwfFgPv2otx8bdYfiwGT9f0U2XHWb4shrTf5b8n +bWT5sxj4Hw9dOslj+bQYdml/sJ1uz/JjMVz9rIg3Hs/yZTE02zvc2NjH8m8J +cP1yy+waWT4ugaddlYNCr7P8XALrWhZOe5LB8nUJKK9orLmwnuXvEvD6fNL1 +TRTL5yVwc8OnX6uB5ecSeJ2pbivRY/m6BKBByfJ0P7a+FHa8Ndaa94byfl0p +bOcp2VhVk0EK+XnqXcvOkflSWBO67Uq/fWSZFF5qaDq/XkGWS+H8mheS0aHs +7wdSqHs0aXjaHPb3BSkkDAOPKD0yFwMStQOGKway9WOgRtBT+LirnNaPgTjF +pN4ND8n8GFjpf7Yi4SpZFgPvPPd+O3OULI+BY9sPuZltJWMMeDqmhvwTS1bE +QOKNiw+++pG5hfDH0djoebPLS/8H8gDQfA== + "]]}, { + Hue[0.08640786499873876, 0.6, 0.6], + Directive[ + PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + RGBColor[0.62, 0., 0.13], + Dashing[{0, Small}]], + Line[CompressedData[" +1:eJw92Xk8lun3B/A7CkXRFEUyhPZEWZOcyr7vS4rHvjXUqJSiZyTmW8r4JsuU +ekwbFU2kqaSOFjGDEpFClinJICoNWr7z+825r/7p9X6d1+Xmfu7nus753GoB +0S7BYhzHpU/guP/7/99/4TjWsHSPht/92//PjjDU0lR4V7GbjGG4tHxrYnE2 +WRSGe4/qL/xYShaGYdu8ezt+aiALwvCqM5xPGCJDGNprJlVXyFb+a9Uw1Hnz +e523FpkLw/1Nvg0W9uSOUBzvnmn0n81kDMXoq7k1aqlkUSiWKgpbp18kC0Nx +c3PHWp8asiAUhWqvvbl+MoTiSHL4W/FpD+j6oTj7gpFK+HIyF4rfeqh8u9KZ +3BGC591cNIJjyBiCDp1TF4llkkUh6GjiUSdznSwMQf+I5HUprWRBCLZ/OmcQ +w1XR9UOwI+VDb70GWTUEszKG9U5bk7kQvNhzpuxNFLkjGM9J9kw5m0HGYNQ5 +fKih6QZZFIyvRdUzEjrJwmA0y5tpmitVTdcPRvUfx730tckQjJlRmzk7L7Jq +MN5TFo/oFJK5YBQ5NluPFZA7gvDjIftLPzeQMQiF++Y1V34mi4Lw4VP10cSF +v9P1g9B5dt6sBleyIAgnpe5turGXDEFYZjjJz+QiWTUIsw+OuW5qIXNBqCr3 +rFlZ8g+6fiDW5IlOx+uRMRAVEq6s+CGILArESsvENwszyMJADOpT9NlxjywI +xI9WEdGRH8gQiHIBj49NWVBD1w/EnoysLx7eZC4QE5Jco91SyR0BWPbzd7sl +kYwBGHN5xHH7e7IoAE9W7TlyalEtXT8AK6YH6Wb7kQUB2JZ2V8c7kwwB6BEg +DP6rlqwagJfMXTw8Jero+gGonhc/66QpucMfTw7FraraRUZ/bEw519h0hSzy +x67tv2XXvSUL/TFF3mRCybKHdH1/NB77ISUlkgz+GPVZ0OF4nqz6z8+/J24o +94bM/VMXXi8OkX9E1xfg8TuvUyz0yShArScBHec9ySIB3u58vSVrF1kowOAd +MS5yx8kCAUql7OtXvE0GAT5WEntxrYusKkBbRYlnQxL1dH0BvtJbe6B6CRn9 +UGqgKs7MmSz0wxWvv5sYGksGPzTW6jXXO8Gv90OXwoH5Jff59b6YNLkx+M9+ +fr0vlq5XKapReEzrffGMSKk0GsicL2boPPKqjyDjJjSS0S3/cJQs3IRHT10I +7Kzg12/CyZcOG+UM8Os3oVfftmPzlBto/UZ0PJhqt8+GLNyIftvrAyp2kWEj +bhtKX9xdQOY2YqGc1KTBZ/x6H7TUv2PRJ9NI631QEz8rtZuSwQeXLuncUhtD +5nxQvrNw5FY+GTegzv0Tmtfa+fUbsE/Hx++W/BNavwGru17MabYncxvwJlem +IZVCRm+c1VL81LOCLPTGk49Obq39xK/3xiDnTPOtRk203huVjX/6ZBdLRi/M +icq9EnmVLPTCWV+05Z6NkMELXWtNl541bKb1XjijzC/hxW4yev5zPwpyM5Es +9MQzlxLGWyWe0npPNItxOHLPgcx5oubkrBy/bDJ64PmyzhXYTRb+Y/OGVX9r +t9B6D5wZKTlPUUjmPDBr7qqelfVkdEebzpRl3hrPaL07FhlnReXsIoM7JlzJ +NptUT+bcUe7rwfuFi5/TejeUkwvrOZ1MFrrhC42n3Z//JIMbKkV7/bfWvJXW +u6FFxPFfFxeQ0RWF6boztGTbaL0resovKRuOJYMrLr22+9HRbjLnisPNPybp +u7TTehd82JvX9eEuWeiCE/K+Zo4YvqD1LvhqudjVjZfJnAtey3xdeVahg9Y7 +49HkpvuxHmShM27Zq62il00GZ3Rbvk7/3XMy54zvyt7pPlDrpPVOuLr4q86D +cLLQCR0ie76fcoUMTljfl/RrAddF651w6JOW4LYjWeiIClNlx0Pz+LojZplk +rrnzga87YN2yfv9Bu26qO2BvYrHJjHNkoT1G1BkGu038k+r2+Oli4orWILLQ +DsPmrqtqquLrdvjn9u5pMdovqW6LKy7/Xdx1jMzZovF+iaUbpF9R3QY/KZx/ +LLeXzNmgW6OVzNqPfN0aW/Smpi/c1kN1a7TS5h5KjZCFVuioVxuxIP411a1Q +PzmqtW5yL9UtcYPEK3XH42TOEvUHk3/6ovuG6haofTAkY1UjmbNA49wduWFx +fVQ3R6Hu2YGRBX9R3RzDIxdu39RGFpqhya20bJVj/VQ3wye/ZEhW+Q9QfT36 +CNqS3+kMUn09xu9wfaku8Zbq6zC0tazk5k4ytw7n9Aa91xzi62vx7vduadXR +Q1Rfi1u/gQ1KH8hCQH+Pl9OP/jBMdcDdb48eqJB/RzZFpV9GVHWLea/BpxUl +MWme78km+KrsS1SyxAfyatTT9y5pv83bGFWXvwqISRohr8IVU34JNHT/SDbC +jtCJi9es/JtsiPEZdguufjtKNsDqoo4Jf88ZI+tjy5WHtSmLxsl6WHrEJH2u +zSeyLk5YkplQtPczeSVe3h+6c2fNF/IK3KOl6fmjIof/WgejNb9dbfyctzYq +cnFTFAonkLVw6C+pp0vSxchLMe/ladW//yNOXoza3jXP4n+eSF6IS9zSYmMq +J5Hn4+SWvPLEbyTJGtgeEqednyRFnodH0r/kVGpMIauitL1CT8ZnabIyhv9m +f0dHZRp5Nj6/eqc/wUGOPBONrqsMHKubTpbDF8VTThcUziBLYVvJiGXUfAUy +hwp9fanx9xXJb2/PLzrv2WKpytc56UkWg0/b1Pm6qeNgYY1QV5mvw40Ne24N +5szifz5IjbzX3XFlJn99qFkQe8A3+xv+94P0vD7J3rf87zsbHogXB5UvkeX/ +Pihf8VV1sFOG//th/cfnaoq9/P2YB+1jVgfXL5/M3z84mL35zftz/P2cDxp7 +VWw1bST4+w9xeathuix//xdDeJetxb4h/vNaCvMXLKn26+c/Ty1Inip7wesr +/3lrw6OaeSbXNXjrwKbf616u9eGfjxUQ455rrbzuK/98QfHgVlPxXv550wWb +Jflzt+Xzz6Me+Btk609O4J9XfWg+tDviQij/PBvAxMap4fsD+efdECaW9mWM +RvPfByOIdBJ/nnOQ/76sAkHnwQlqpfz3yRhiJKXlv+tj3z+IRauSuGW8TeD4 +7/sk/OP47+saGD3yXyeHevb9htejaoNJOrwBZIcaqrx+Hub3B/B3tZ61TJrf +H9bC6L3CpO/38fvHWnAWP5lxRozfX9ZBtlSBk/2PbH+C5thQ7bEZ/P60HtQc +hsIP2Azy+xuUhM/1PRE7wO9/MDMt0V5Y1M/vj9A4p+PaoQG2f8IGd71SbQN+ +/zSHZBk19Rcpffz+C4GzgwcUO9j+DI8yV9pvNuX3Z0u4m+MzFnGG7e+wJ6U2 +rGQ6v79bwbR3Y0Nv9r3mzwfYtniy+K1xdn6A3bY4hxc7+fPDGtwbb0hJjrPz +B6xluvWGf2DnE8hvmjUtYCpft4UrOq575uSy8w3Ev0Zef8Wfd5wd/P5Hu1ha +FTsfYeOuxoiuQHZ+gozR25uXxfi6PfyFat8/Os3OX6iV+3Rxpg1//jpAdpeU +oecwO7/hxuyVwphcdr6D7fzsZEtbdv6DelVxZck46w/AeaxI9lgR6x9gu1iO +c1cg6y8g//wfgi1zOvn+Az6fdS9Z9oT1J+Cb2qU8MZ31L6BpPXKo3YH1NxDg +Ovosfxrfv7jAIpP4uSdFrD8CN6vOo3sXvOD7J1hWURRVd5n1V3BN5bcvoabt +fP8F2X4xvy16xPozsJ/tZjMcyPo3aGl935w3xvo7MNifqqqUwfo/2BLoWLhG +u5XvD6Fb43bf+zrWP0LjYI+exhbWX0K07rT7pTPInDuIlkxMy7jO+lMws3wv +V+jP+leQOp0j0y9NRnd43hKyZv011v9CpNKTGSdDWH8MG08Mh71VIAs9YLmU +m+uCatZfAwh7vqyMZ/03pMrKnJRYyfpzuBn3MSbtDevfwXyvVtetU6y/hyPJ +LVn7fVn/D1HjzjcalcjgBdMsk+RPPGXzA0i237VozGLzBciZb26L8GLzB7wU +Tf7OQ4mfL7xhrnX24dQ2Nr9A/Ja4R+K/sPkG8qY3ZJaEsvkHRv3uDB7RYvMR +5PZuFOSOsPkJXmR/vFR1m81XoCAf99u0A2z+gqzyRqMwdzafgb334epaNTa/ +wUrD++UGg2y+g6L6RQYnytn8B8M+J1aOprL5EJ607CmETWx+hBp/0zubtdh8 +CXAs6fl2jl+/Cb4uNXvi1sDmU1B+Facsfo7Nr1DXlnEnbjebb0E2x2zfVSc2 +/0LXDeWbl+ez+RjMnYY9wj6z+RkSC3MKmhrZfA3HOiscRi+y+Rus1GM+1exn +8zlMuPdyo4Mfm9/BsFx6YJcRm+/h6GObPtuZbP6HL62n1+MgyweAWz019/Ef +LD+AN1IqQQn5LF+AVo3hl7f2s/wBLvXe3ZIWyPIJ8PA1jO1by/ILCJETK65T +ZfkGpF+oM9bjyJw/qHsEWRkgy0fAdu69gc9Clp+A0nhbzPV1LF+BIbcVxcGT +yEJ/6PslSP1rFctnILJ7fl7iIZbfwN7yStV+F5bvgISY51ZjRZb/QEO62MSI +DpYPwZr6invb8ll+BMt3n5f03MryJZj64XCqtDHLn2DRz1x26iSyKABuxlqo +ND5i+RXE5deOPT/O8i0ofam/7EQ4y79gxDF7prwBy8dg22hHnvEkMgRC8pSt +u6c2snwN0psbp6acYvkbaF5sSjkTw/I5sAvMuhNixvI7KO8unl0tz/I9MHwW +pfNHD8v/YLGsRWXkDZYPwvcfroYXHGL5IYTf++ye6M/yRYhS9LJ+r8fyR3jg +8yDm0xSyKAjMFTV2ZnWw/BK8c6WFFVdZvgnNk0f8dhxi+Se0t/VUXg5i+ShE +POmMiV7N8lN4EHAs4sJMlq8CjpmqBfSz/BWOSz/M+6mS5bMwydbumK6I5bdg +4dIhsItj+S4M6ug1N7mx/Bf2F8S4NCxn+TAo/jotfK00y4/hpcdDVO1h+TKE +D2u3brnL8mcYvPmlX1vE8mnYle9yzS+e5ddwO+7XuPENLN+Gt7PmDk0wYvk3 +mDnJBm2ZxfJxKL8268H6EZafg/Oc0K6dT1i+DmdOqCTKlLL8HQ5cLz0znsHy +ebj/sL5g/XaW34PsmVOhXe4s3wcXSy2LJn2W/4Pvg8PGKrPZ+wFw6ra8dX2U +vT+ArVt35ec/Z+8XQK49Ta6vnL1/gG87lyr/IGLvJyC07sLjiH3s/QWUoej9 +uRD2fgPyiyTbDGzIXDg8nnchWlHr/u3/AXlU36M= + "]]}}, {{ + Directive[ + PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + RGBColor[0., 0.62, 0.53]]}, { + Directive[ + PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + RGBColor[1., 0., 0.38], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.025, 0.0125}]]}, { + Directive[ + PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + RGBColor[0., 0.73, 1.], + Dashing[{0, Small, Small, Small}]]}, { + Directive[ + PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + RGBColor[1., 0.71, 0.], + Dashing[{0.025, 0.025, 0.0125, 0.001, 0.0125}]]}, { + Directive[ + PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + RGBColor[0.46, 0., 0.62], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.001, 0.0125}]]}, { + Directive[ + PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + RGBColor[0.68, 0.69, 0.], + Dashing[{Small, Small}]]}, { + Directive[ + PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + RGBColor[0.62, 0., 0.13], + Dashing[{0, Small}]]}}, {{ + Directive[ + PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + RGBColor[0., 0.62, 0.53]]}, { + Directive[ + PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + RGBColor[1., 0., 0.38], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.025, 0.0125}]]}, { + Directive[ + PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + RGBColor[0., 0.73, 1.], + Dashing[{0, Small, Small, Small}]]}, { + Directive[ + PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + RGBColor[1., 0.71, 0.], + Dashing[{0.025, 0.025, 0.0125, 0.001, 0.0125}]]}, { + Directive[ + PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + RGBColor[0.46, 0., 0.62], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.001, 0.0125}]]}, { + Directive[ + PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + RGBColor[0.68, 0.69, 0.], + Dashing[{Small, Small}]]}, { + Directive[ + PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + RGBColor[0.62, 0., 0.13], + + Dashing[{ + 0, Small}]]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}}, {{ + Directive[ + PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + RGBColor[0., 0.62, 0.53]]}, { + Directive[ + PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + RGBColor[1., 0., 0.38], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.025, 0.0125}]]}, { + Directive[ + PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + RGBColor[0., 0.73, 1.], + Dashing[{0, Small, Small, Small}]]}, { + Directive[ + PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + RGBColor[1., 0.71, 0.], + Dashing[{0.025, 0.025, 0.0125, 0.001, 0.0125}]]}, { + Directive[ + PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + RGBColor[0.46, 0., 0.62], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.001, 0.0125}]]}, { + Directive[ + PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + RGBColor[0.68, 0.69, 0.], + Dashing[{Small, Small}]]}, { + Directive[ + PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + RGBColor[0.62, 0., 0.13], + + Dashing[{ + 0, Small}]]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}}}, {{}, {}}}, { + DisplayFunction -> Identity, + GridLines -> { + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& , + Charting`ScaledTickValues[{Log, Exp}][#, #2, {6, 6}]& }, + DisplayFunction -> Identity, DisplayFunction -> Identity, + DisplayFunction -> Identity, DisplayFunction -> Identity, AspectRatio -> + GoldenRatio^(-1), Axes -> {True, True}, AxesLabel -> {None, None}, + AxesOrigin -> {0, -10.703736864649496`}, DisplayFunction :> Identity, + Epilog -> {{ + Text[ + Style["SXS:BBH:0305", + GrayLevel[0], 12], + Scaled[{0.85, 0.1}]]}}, Frame -> {{True, True}, {True, True}}, + FrameLabel -> {{"\[ScriptCapitalM]", None}, { + "\!\(\*SubscriptBox[\(\[Alpha]\), \(0\)]\)", None}}, FrameTicks -> {{ + Charting`ScaledTicks[{Log, Exp}], + Charting`ScaledFrameTicks[{Log, Exp}]}, {Automatic, Automatic}}, + GridLines -> { + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& , + Charting`ScaledTickValues[{Log, Exp}][#, #2, {6, 6}]& }, + GridLinesStyle -> Directive[ + GrayLevel[0.5, 0.4]], LabelStyle -> {FontFamily -> "Arial", 12, + GrayLevel[0], Bold}, + Method -> { + "OptimizePlotMarkers" -> True, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Exp[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Exp[#]& )[ + Part[#, 2]]}& )}}, + PlotRange -> {{-50, 50}, {-10.703736864649496`, -0.08811630784482856}}, + PlotRangeClipping -> True, PlotRangePadding -> {{0, 0}, { + Scaled[0.02], + Scaled[0.05]}}, Ticks -> {Automatic, + Charting`ScaledTicks[{Log, Exp}]}}], + Placed[ + Unevaluated[ + LineLegend[{ + Directive[ + PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + RGBColor[0., 0.62, 0.53]], + Directive[ + PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + RGBColor[1., 0., 0.38], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.025, 0.0125}]], + Directive[ + PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + RGBColor[0., 0.73, 1.], + Dashing[{0, Small, Small, Small}]], + Directive[ + PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + RGBColor[1., 0.71, 0.], + Dashing[{0.025, 0.025, 0.0125, 0.001, 0.0125}]], + Directive[ + PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + RGBColor[0.46, 0., 0.62], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.001, 0.0125}]], + Directive[ + PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + RGBColor[0.68, 0.69, 0.], + Dashing[{Small, Small}]], + Directive[ + PointSize[0.003666666666666667], + AbsoluteThickness[1.6], + RGBColor[0.62, 0., 0.13], + Dashing[{0, Small}]]}, { + "\!\(\*SubscriptBox[\(t\), \(0\)]\)=0", + "\!\(\*SubscriptBox[\(t\), \(0\)]\)=3M", + "\!\(\*SubscriptBox[\(t\), \(0\)]\)=5M", + "\!\(\*SubscriptBox[\(t\), \(0\)]\)=8M", + "\!\(\*SubscriptBox[\(t\), \(0\)]\)=12M", + "\!\(\*SubscriptBox[\(t\), \(0\)]\)=15M", + "\!\(\*SubscriptBox[\(t\), \(0\)]\)=28M"}, + LegendMarkers -> {{False, Automatic}, {False, Automatic}, { + False, Automatic}, {False, Automatic}, {False, Automatic}, { + False, Automatic}, {False, Automatic}}, + Joined -> {True, True, True, True, True, True, True}, + LabelStyle -> {FontFamily -> "Arial", 12, + GrayLevel[0], Bold}, LegendLayout -> "Column", Spacings -> 0.5]], { + 0.13, 0.39}, Identity]]& ], + AutoDelete->True, + Editable->True, + SelectWithContents->False, + Selectable->True]], "Output", + CellChangeTimes->{{3.776680261335793*^9, 3.7766802803613167`*^9}, { + 3.77668036345998*^9, 3.776680418739592*^9}, 3.77702488014114*^9, + 3.7777871338678093`*^9, {3.778242266290344*^9, 3.778242276794602*^9}, + 3.779015056812523*^9, 3.779015088443839*^9, {3.7790164432731857`*^9, + 3.779016460387158*^9}, 3.779016613537866*^9, {3.779442903118265*^9, + 3.7794429312995977`*^9}, {3.779446187732871*^9, 3.7794461914277697`*^9}, { + 3.780060295136139*^9, 3.780060390097805*^9}, {3.780060422179822*^9, + 3.780060519247581*^9}, {3.780061219156911*^9, 3.780061232399337*^9}, + 3.780061406466223*^9, 3.78011515554792*^9, {3.7801152108643923`*^9, + 3.7801152141387253`*^9}, 3.780115508076901*^9, 3.799115191746191*^9, + 3.799118446823784*^9, 3.799122338601227*^9, 3.799122657551231*^9}, + CellLabel->"Out[88]=",ExpressionUUID->"d3565fb3-9749-4eff-a34d-13d108ecb6aa"] +}, Open ]], + +Cell[BoxData[ + RowBox[{"If", "[", + RowBox[{"ExportQ", ",", + RowBox[{"Export", "[", + RowBox[{ + RowBox[{ + "ExportDir", "<>", "\"\</residuals_alpha0_varytGW150914_M.pdf\>\""}], + ",", "lp\[Alpha]"}], "]"}]}], "]"}]], "Input", + CellChangeTimes->{{3.785048979663763*^9, + 3.7850489824095497`*^9}},ExpressionUUID->"c08a31a8-7d42-41e2-a124-\ +36860fd2532c"] +}, Closed]], + +Cell[CellGroupData[{ + +Cell["Vary the fundamental frequency", "Subsubsection", + CellChangeTimes->{{3.799115057201908*^9, 3.799115066138445*^9}, { + 3.7991152472676363`*^9, 3.799115260025752*^9}, {3.799115347398109*^9, + 3.799115355434946*^9}},ExpressionUUID->"b3c00735-c464-497e-9eb0-\ +456df6d7e319"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"Timing", "[", + RowBox[{ + RowBox[{"tab\[Alpha]7mod2", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"ans7mod2", "=", + RowBox[{"OvertoneModelV2", "[", + RowBox[{"7", ",", + RowBox[{"{", + RowBox[{"\[Eta]", ",", "\[Chi]1", ",", "\[Chi]2"}], "}"}], ",", + "t0", ",", + RowBox[{"\"\<Fit\[Alpha]\>\"", "\[Rule]", + RowBox[{"{", "}"}]}], ",", + RowBox[{"\"\<Vary\[Omega]\>\"", "\[Rule]", "True"}], ",", + RowBox[{"\"\<\[Omega]val\>\"", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"-", "0.05"}], ",", "0.05"}], "}"}]}], ",", + RowBox[{"\"\<Export_\[Omega]val\>\"", "\[Rule]", "True"}], ",", + RowBox[{"\"\<ModesData\>\"", "->", "Modedata"}]}], "]"}]}], ";", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"data", "=", + RowBox[{"Select", "[", + RowBox[{"mysxscase22modeRD", ",", " ", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", + RowBox[{"tmax", "-", "25", "+", "i"}]}], "&"}]}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"cfit", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"data", ",", + RowBox[{"ans7mod2", "[", + RowBox[{"[", "1", "]"}], "]"}], ",", + RowBox[{"{", + RowBox[{ + "x0", ",", "x1", ",", "x2", ",", "x3", ",", "x4", ",", "x5", + ",", "x6", ",", "x7"}], "}"}], ",", "t"}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"cfitd", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{"Normal", "[", "cfit", "]"}], "/.", + RowBox[{"t", "->", + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}]}], "}"}], + "]"}]}], ";", "\n", + RowBox[{"{", + RowBox[{ + RowBox[{"i", "-", "25"}], ",", + RowBox[{"ans7mod2", "[", + RowBox[{"[", "2", "]"}], "]"}], ",", + RowBox[{"cfit", "[", "\"\<BestFitParameters\>\"", "]"}], ",", + RowBox[{"1", "-", + RowBox[{"EasyMatchT", "[", + RowBox[{"data", ",", "cfitd", ",", + RowBox[{"tmax", "-", "25", "+", "i"}], ",", + RowBox[{"tmax", "+", "90"}]}], "]"}]}]}], "}"}]}], ",", + RowBox[{"{", + RowBox[{"i", ",", "0", ",", "85"}], "}"}]}], "]"}]}], ",", + RowBox[{"{", + RowBox[{"j", ",", "100"}], "}"}]}], "]"}]}], ";"}], "]"}]], "Input", + CellChangeTimes->{{3.773460992372714*^9, 3.7734611839278383`*^9}, { + 3.7734612281773167`*^9, 3.7734612675750628`*^9}, {3.7734613578076267`*^9, + 3.773461396564507*^9}, {3.77346163065844*^9, 3.7734616374696198`*^9}, { + 3.77346252057047*^9, 3.773462528965446*^9}, 3.773462563820984*^9, { + 3.773462738872457*^9, 3.7734627449631863`*^9}, {3.773462788369128*^9, + 3.773462828829707*^9}, {3.77346294243993*^9, 3.773462942953602*^9}, { + 3.777690901936556*^9, 3.777690933016461*^9}, {3.778390929304048*^9, + 3.77839093752326*^9}, {3.778391056167204*^9, 3.7783910601931267`*^9}, + 3.7783917753172197`*^9, {3.778566000095718*^9, 3.778566005548682*^9}, { + 3.7788345269503193`*^9, 3.778834528773552*^9}, {3.7788379018842173`*^9, + 3.778837910737151*^9}, {3.778928316143195*^9, 3.778928341921753*^9}, { + 3.778929702742551*^9, 3.7789297028715143`*^9}, {3.779010233549465*^9, + 3.779010234723948*^9}, 3.7885253166781797`*^9, {3.788525427930064*^9, + 3.78852543457899*^9}, {3.7885254866306667`*^9, 3.788525488511025*^9}, { + 3.7885886286366158`*^9, 3.7885886364345303`*^9}, {3.788588784279722*^9, + 3.788588803244673*^9}, {3.788593395419786*^9, 3.7885934125008802`*^9}, + 3.788594298410088*^9, 3.788595085395801*^9, {3.7991184530003433`*^9, + 3.799118453456756*^9}, {3.799118521907158*^9, 3.799118522198864*^9}, { + 3.799122349854773*^9, 3.799122353292121*^9}}, + CellLabel->"In[69]:=",ExpressionUUID->"6cb2268f-88ba-4a03-ada4-1ec4e95d484c"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{"430.669566`", ",", "Null"}], "}"}]], "Output", + CellChangeTimes->{3.7991223474771433`*^9, 3.799122459318307*^9}, + CellLabel->"Out[69]=",ExpressionUUID->"b741ab5d-6ce1-465b-af06-9614606c78b3"] +}, Open ]], + +Cell[BoxData[ + RowBox[{ + RowBox[{"tab\[Alpha]1m2", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"ans1m", "=", + RowBox[{"OvertoneModelV2", "[", + RowBox[{"1", ",", + RowBox[{"{", + RowBox[{"\[Eta]", ",", "\[Chi]1", ",", "\[Chi]2"}], "}"}], ",", + "t0", ",", + RowBox[{"\"\<Fit\[Alpha]\>\"", "\[Rule]", + RowBox[{"{", "}"}]}], ",", + RowBox[{"\"\<Vary\[Omega]\>\"", "\[Rule]", "True"}], ",", + RowBox[{"\"\<\[Omega]val\>\"", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"-", "0.05"}], ",", "0.05"}], "}"}]}], ",", + RowBox[{"\"\<Export_\[Omega]val\>\"", "\[Rule]", "True"}], ",", + RowBox[{"\"\<ModesData\>\"", "->", "Modedata"}]}], "]"}]}], ";", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"data", "=", + RowBox[{"Select", "[", + RowBox[{"mysxscase22modeRD", ",", " ", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", + RowBox[{"tmax", "+", "i", "-", "25"}]}], "&"}]}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"cfit", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"data", ",", + RowBox[{"ans1m", "[", + RowBox[{"[", "1", "]"}], "]"}], ",", + RowBox[{"{", + RowBox[{"x0", ",", "x1", ",", "x2", ",", "x3"}], "}"}], ",", + "t"}], "]"}]}], ";", "\[IndentingNewLine]", + RowBox[{"cfitd", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{"Normal", "[", "cfit", "]"}], "/.", + RowBox[{"t", "->", + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}]}], "}"}], + "]"}]}], ";", "\n", + RowBox[{"{", + RowBox[{ + RowBox[{"i", "-", "25"}], ",", + RowBox[{"ans1m", "[", + RowBox[{"[", "2", "]"}], "]"}], ",", + RowBox[{"cfit", "[", "\"\<BestFitParameters\>\"", "]"}], ",", + RowBox[{"1", "-", + RowBox[{"EasyMatchT", "[", + RowBox[{"data", ",", "cfitd", ",", + RowBox[{"tmax", "-", "25", "+", "i"}], ",", + RowBox[{"tmax", "+", "90"}]}], "]"}]}]}], "}"}]}], ",", + RowBox[{"{", + RowBox[{"i", ",", "0", ",", "85"}], "}"}]}], "]"}]}], ",", + RowBox[{"{", + RowBox[{"j", ",", "100"}], "}"}]}], "]"}]}], ";"}]], "Input", + CellChangeTimes->{{3.773460992372714*^9, 3.7734611839278383`*^9}, { + 3.7734612281773167`*^9, 3.7734612675750628`*^9}, {3.7734613578076267`*^9, + 3.773461396564507*^9}, {3.773461449517186*^9, 3.773461583473967*^9}, { + 3.77346165244177*^9, 3.7734616526007223`*^9}, {3.773461741087099*^9, + 3.773461796703034*^9}, {3.773462354898953*^9, 3.7734623555833397`*^9}, { + 3.773462423058612*^9, 3.773462440862245*^9}, {3.773462554671124*^9, + 3.773462556669766*^9}, {3.7734626296469927`*^9, 3.773462649178252*^9}, { + 3.77346287009074*^9, 3.773462873854763*^9}, {3.773462933239792*^9, + 3.773462933678555*^9}, {3.773463006869624*^9, 3.773463034164439*^9}, { + 3.778391156809305*^9, 3.7783911640847387`*^9}, 3.77839178948003*^9, { + 3.7788346425372458`*^9, 3.778834645486031*^9}, {3.778834716726411*^9, + 3.778834725941169*^9}, {3.778837802619961*^9, 3.7788378134172707`*^9}, { + 3.778928546958253*^9, 3.778928574650035*^9}, {3.779012893294569*^9, + 3.779012893510438*^9}, {3.7885254419828157`*^9, 3.788525442258135*^9}, + 3.788525491968357*^9, 3.788588643547336*^9, {3.788588787048422*^9, + 3.7885888087027473`*^9}, {3.7885934151436*^9, 3.788593432581442*^9}, + 3.7885942941009083`*^9, 3.788595098295436*^9, {3.7991185520216217`*^9, + 3.799118555656304*^9}}, + CellLabel->"In[70]:=",ExpressionUUID->"a5f6cdee-a37f-4eba-9cd0-26f967613d67"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"tab\[Alpha]3m2", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"ans3m", "=", + RowBox[{"OvertoneModelV2", "[", + RowBox[{"3", ",", + RowBox[{"{", + RowBox[{"\[Eta]", ",", "\[Chi]1", ",", "\[Chi]2"}], "}"}], ",", + "t0", ",", + RowBox[{"\"\<Fit\[Alpha]\>\"", "\[Rule]", + RowBox[{"{", "}"}]}], ",", + RowBox[{"\"\<Vary\[Omega]\>\"", "\[Rule]", "True"}], ",", + RowBox[{"\"\<\[Omega]val\>\"", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"-", "0.05"}], ",", "0.05"}], "}"}]}], ",", + RowBox[{"\"\<Export_\[Omega]val\>\"", "\[Rule]", "True"}], ",", + RowBox[{"\"\<ModesData\>\"", "->", "Modedata"}]}], "]"}]}], ";", + RowBox[{"tab\[Alpha]3m", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"data", "=", + RowBox[{"Select", "[", + RowBox[{"mysxscase22modeRD", ",", " ", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", + RowBox[{"tmax", "+", "i", "-", "25"}]}], "&"}]}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"cfit", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"data", ",", + RowBox[{"ans3m", "[", + RowBox[{"[", "1", "]"}], "]"}], ",", + RowBox[{"{", + RowBox[{"x0", ",", "x1", ",", "x2", ",", "x3"}], "}"}], ",", + "t"}], "]"}]}], ";", "\[IndentingNewLine]", + RowBox[{"cfitd", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{"Normal", "[", "cfit", "]"}], "/.", + RowBox[{"t", "->", + RowBox[{"data", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}]}], "}"}], + "]"}]}], ";", "\n", + RowBox[{"{", + RowBox[{ + RowBox[{"i", "-", "25"}], ",", + RowBox[{"ans3m", "[", + RowBox[{"[", "2", "]"}], "]"}], ",", + RowBox[{"cfit", "[", "\"\<BestFitParameters\>\"", "]"}], ",", + RowBox[{"1", "-", + RowBox[{"EasyMatchT", "[", + RowBox[{"data", ",", "cfitd", ",", + RowBox[{"tmax", "-", "25", "+", "i"}], ",", + RowBox[{"tmax", "+", "90"}]}], "]"}]}]}], "}"}]}], ",", + RowBox[{"{", + RowBox[{"i", ",", "0", ",", "85"}], "}"}]}], "]"}]}]}], ",", + RowBox[{"{", + RowBox[{"j", ",", "100"}], "}"}]}], "]"}]}], ";"}]], "Input", + CellChangeTimes->{{3.773460992372714*^9, 3.7734611839278383`*^9}, { + 3.7734612281773167`*^9, 3.7734612675750628`*^9}, {3.7734613578076267`*^9, + 3.773461396564507*^9}, {3.773461449517186*^9, 3.773461583473967*^9}, { + 3.77346165244177*^9, 3.7734616526007223`*^9}, {3.773461741087099*^9, + 3.773461796703034*^9}, {3.773462354898953*^9, 3.7734623555833397`*^9}, { + 3.773462423058612*^9, 3.773462440862245*^9}, {3.773462554671124*^9, + 3.773462556669766*^9}, {3.7734626296469927`*^9, 3.773462649178252*^9}, { + 3.77346287009074*^9, 3.773462873854763*^9}, {3.773462933239792*^9, + 3.773462933678555*^9}, {3.773463006869624*^9, 3.773463034164439*^9}, { + 3.778391156809305*^9, 3.7783911640847387`*^9}, 3.77839178948003*^9, { + 3.7788346425372458`*^9, 3.778834645486031*^9}, {3.7788378251667147`*^9, + 3.7788378308763857`*^9}, {3.7789293430714893`*^9, 3.778929361346855*^9}, { + 3.778929483302136*^9, 3.7789294918298063`*^9}, {3.778931376385809*^9, + 3.7789313774286423`*^9}, 3.779441193043551*^9, {3.779441255690749*^9, + 3.77944125600288*^9}, {3.779441393431127*^9, 3.7794413936137743`*^9}, { + 3.788525497611834*^9, 3.788525497910798*^9}, 3.788588645930661*^9, { + 3.788588788158217*^9, 3.788588814888545*^9}, {3.7885934187367573`*^9, + 3.7885934418166122`*^9}, 3.788594296665414*^9, 3.788595083467465*^9, + 3.788599486699377*^9, {3.7991185586882*^9, 3.799118558955223*^9}}, + CellLabel->"In[71]:=",ExpressionUUID->"3cfa752b-b620-4be9-808e-1728bd6c1c52"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"lpg", "=", + RowBox[{"Show", "[", + RowBox[{ + RowBox[{"ListLogPlot", "[", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"TakeColumn", "[", + RowBox[{"#", ",", + RowBox[{"{", + RowBox[{"1", ",", + RowBox[{"-", "1"}]}], "}"}]}], "]"}], "&"}], "/@", + "tab\[Alpha]7mod2"}], ",", + RowBox[{"LabelStyle", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"FontFamily", "\[Rule]", "\"\<Arial\>\""}], ",", "12", ",", + + RowBox[{"GrayLevel", "[", "0", "]"}], ",", "Bold"}], "}"}]}], ",", + RowBox[{"Joined", "\[Rule]", "True"}], ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"PlotRange", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"-", "25"}], ",", "25"}], "}"}], ",", "Automatic"}], + "}"}]}], ",", + RowBox[{"Axes", "\[Rule]", "True"}], ",", + RowBox[{"FrameLabel", "\[Rule]", + RowBox[{"{", + RowBox[{ + "\"\<\!\(\*SubscriptBox[\(t\), \(0\)]\)/M\>\"", ",", + "\"\<\[ScriptCapitalM]\>\""}], "}"}]}], ",", + RowBox[{"PlotStyle", "\[Rule]", + RowBox[{"{", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"RGBColor", "[", + RowBox[{"1.", ",", "0.62", ",", "0.92"}], "]"}], ",", + RowBox[{"Opacity", "[", "1", "]"}]}], "]"}], ",", + RowBox[{"{", + RowBox[{"i", ",", "50"}], "}"}]}], "]"}], "}"}]}], ",", + RowBox[{"GridLines", "\[Rule]", + RowBox[{"{", + RowBox[{"Full", ",", "Full"}], "}"}]}]}], "]"}], + "\[IndentingNewLine]", "\[IndentingNewLine]", ",", "\[IndentingNewLine]", + RowBox[{"ListLogPlot", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"TakeColumn", "[", + RowBox[{"tab\[Alpha]7", ",", + RowBox[{"{", + RowBox[{"1", ",", + RowBox[{"-", "1"}]}], "}"}]}], "]"}], "}"}], ",", + RowBox[{"Joined", "\[Rule]", "True"}], ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"PlotRange", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"-", "25"}], ",", "25"}], "}"}], ",", "Automatic"}], + "}"}]}], ",", + RowBox[{"LabelStyle", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"FontFamily", "\[Rule]", "\"\<Arial\>\""}], ",", "12", ",", + + RowBox[{"GrayLevel", "[", "0", "]"}], ",", "Bold"}], "}"}]}], ",", + RowBox[{"PlotLegends", "\[Rule]", + RowBox[{"Placed", "[", + RowBox[{ + RowBox[{"{", "\"\<n=7\>\"", "}"}], ",", + RowBox[{"{", + RowBox[{"0.88", ",", "0.95"}], "}"}]}], "]"}]}], ",", + RowBox[{"FrameStyle", "\[Rule]", + RowBox[{"Directive", "[", + RowBox[{"Black", ",", "Bold", ",", "14"}], "]"}]}], ",", + RowBox[{"FrameLabel", "\[Rule]", + RowBox[{"{", + RowBox[{ + "\"\<(\!\(\*SubscriptBox[\(t\), \(0\)]\)-\!\(\*SubscriptBox[\(t\), \ +\(peak\)]\))/M\>\"", ",", "\"\<\[ScriptCapitalM]\>\""}], "}"}]}], ",", + RowBox[{"PlotStyle", "\[Rule]", + RowBox[{"{", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"RGBColor", "[", + RowBox[{"0.81", ",", "0.", ",", "0.44"}], "]"}], ",", "Dotted"}], + "]"}], "}"}]}]}], "]"}], "\[IndentingNewLine]", ",", + "\[IndentingNewLine]", "\[IndentingNewLine]", + RowBox[{"ListLogPlot", "[", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"TakeColumn", "[", + RowBox[{"#", ",", + RowBox[{"{", + RowBox[{"1", ",", + RowBox[{"-", "1"}]}], "}"}]}], "]"}], "&"}], "/@", + "tab\[Alpha]3m2"}], ",", + RowBox[{"LabelStyle", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"FontFamily", "\[Rule]", "\"\<Arial\>\""}], ",", "12", ",", + + RowBox[{"GrayLevel", "[", "0", "]"}], ",", "Bold"}], "}"}]}], ",", + RowBox[{"Joined", "\[Rule]", "True"}], ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"PlotRange", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"-", "25"}], ",", "25"}], "}"}], ",", "Automatic"}], + "}"}]}], ",", + RowBox[{"Axes", "\[Rule]", "True"}], ",", + RowBox[{"FrameStyle", "\[Rule]", + RowBox[{"Directive", "[", + RowBox[{"Black", ",", "Bold", ",", "14"}], "]"}]}], ",", + RowBox[{"FrameLabel", "\[Rule]", + RowBox[{"{", + RowBox[{ + "\"\<\!\(\*SubscriptBox[\(t\), \(0\)]\)/M\>\"", ",", + "\"\<\[ScriptCapitalM]\>\""}], "}"}]}], ",", + RowBox[{"PlotStyle", "\[Rule]", + RowBox[{"{", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"RGBColor", "[", + RowBox[{"0.72", ",", "0.87", ",", "0."}], "]"}], ",", + RowBox[{"Opacity", "[", "1", "]"}]}], "]"}], ",", + RowBox[{"{", + RowBox[{"i", ",", "50"}], "}"}]}], "]"}], "}"}]}]}], "]"}], ",", + "\[IndentingNewLine]", "\[IndentingNewLine]", "\[IndentingNewLine]", + RowBox[{"ListLogPlot", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"TakeColumn", "[", + RowBox[{"tab\[Alpha]3", ",", + RowBox[{"{", + RowBox[{"1", ",", + RowBox[{"-", "1"}]}], "}"}]}], "]"}], "}"}], ",", + RowBox[{"Joined", "\[Rule]", "True"}], ",", + RowBox[{"LabelStyle", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"FontFamily", "\[Rule]", "\"\<Arial\>\""}], ",", "12", ",", + + RowBox[{"GrayLevel", "[", "0", "]"}], ",", "Bold"}], "}"}]}], ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"PlotRange", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"-", "25"}], ",", "25"}], "}"}], ",", "Automatic"}], + "}"}]}], ",", + RowBox[{"Axes", "\[Rule]", "True"}], ",", + RowBox[{"FrameStyle", "\[Rule]", + RowBox[{"Directive", "[", + RowBox[{"Black", ",", "Bold", ",", "14"}], "]"}]}], ",", + RowBox[{"FrameLabel", "\[Rule]", + RowBox[{"{", + RowBox[{ + "\"\<\!\(\*SubscriptBox[\(t\), \(0\)]\)/M\>\"", ",", + "\"\<\[ScriptCapitalM]\>\""}], "}"}]}], ",", + RowBox[{"PlotStyle", "\[Rule]", + RowBox[{"{", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"RGBColor", "[", + RowBox[{"0.08", ",", "0.5", ",", "0."}], "]"}], ",", "Dashed"}], + "]"}], "}"}]}], ",", + RowBox[{"PlotLegends", "\[Rule]", + RowBox[{"Placed", "[", + RowBox[{ + RowBox[{"{", "\"\<n=3\>\"", "}"}], ",", + RowBox[{"{", + RowBox[{"0.88", ",", "0.85"}], "}"}]}], "]"}]}]}], "]"}], ",", + "\[IndentingNewLine]", "\[IndentingNewLine]", + RowBox[{"ListLogPlot", "[", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"TakeColumn", "[", + RowBox[{"#", ",", + RowBox[{"{", + RowBox[{"1", ",", + RowBox[{"-", "1"}]}], "}"}]}], "]"}], "&"}], "/@", + "tab\[Alpha]1m2"}], ",", + RowBox[{"LabelStyle", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"FontFamily", "\[Rule]", "\"\<Arial\>\""}], ",", "12", ",", + + RowBox[{"GrayLevel", "[", "0", "]"}], ",", "Bold"}], "}"}]}], ",", + RowBox[{"Joined", "\[Rule]", "True"}], ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"PlotRange", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"-", "25"}], ",", "25"}], "}"}], ",", "Automatic"}], + "}"}]}], ",", + RowBox[{"Axes", "\[Rule]", "True"}], ",", + RowBox[{"FrameLabel", "\[Rule]", + RowBox[{"{", + RowBox[{ + "\"\<\!\(\*SubscriptBox[\(t\), \(0\)]\)/M\>\"", ",", + "\"\<\[ScriptCapitalM]\>\""}], "}"}]}], ",", + RowBox[{"PlotStyle", "\[Rule]", + RowBox[{"{", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"RGBColor", "[", + RowBox[{"0.38", ",", "0.75", ",", "1"}], "]"}], ",", + RowBox[{"Opacity", "[", "1", "]"}]}], "]"}], ",", + RowBox[{"{", + RowBox[{"i", ",", "50"}], "}"}]}], "]"}], "}"}]}]}], "]"}], ",", + "\[IndentingNewLine]", "\[IndentingNewLine]", + RowBox[{"ListLogPlot", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"TakeColumn", "[", + RowBox[{"tab\[Alpha]1", ",", + RowBox[{"{", + RowBox[{"1", ",", + RowBox[{"-", "1"}]}], "}"}]}], "]"}], "}"}], ",", + RowBox[{"LabelStyle", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"FontFamily", "\[Rule]", "\"\<Arial\>\""}], ",", "12", ",", + + RowBox[{"GrayLevel", "[", "0", "]"}], ",", "Bold"}], "}"}]}], ",", + RowBox[{"Joined", "\[Rule]", "True"}], ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"PlotRange", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"-", "25"}], ",", "25"}], "}"}], ",", "Automatic"}], + "}"}]}], ",", + RowBox[{"Axes", "\[Rule]", "True"}], ",", + RowBox[{"FrameLabel", "\[Rule]", + RowBox[{"{", + RowBox[{ + "\"\<\!\(\*SubscriptBox[\(t\), \(0\)]\)/M\>\"", ",", + "\"\<\[ScriptCapitalM]\>\""}], "}"}]}], ",", + RowBox[{"PlotStyle", "\[Rule]", + RowBox[{"{", + RowBox[{"Directive", "[", + RowBox[{"RGBColor", "[", + RowBox[{"0.44", ",", "0.13", ",", "1"}], "]"}], "]"}], "}"}]}], + ",", + RowBox[{"PlotLegends", "\[Rule]", + RowBox[{"Placed", "[", + RowBox[{ + RowBox[{"{", "\"\<n=1\>\"", "}"}], ",", + RowBox[{"{", + RowBox[{"0.91", ",", "0.75"}], "}"}]}], "]"}]}]}], "]"}]}], + "]"}]}], "\[IndentingNewLine]", "\[IndentingNewLine]"}]], "Input", + CellChangeTimes->{ + 3.7790089714060173`*^9, {3.779009659644587*^9, 3.779009816756589*^9}, { + 3.779009954379671*^9, 3.779009962860224*^9}, {3.779010003737721*^9, + 3.779010009408227*^9}, {3.779011409889921*^9, 3.7790114946043167`*^9}, { + 3.779011581014106*^9, 3.779011707092301*^9}, {3.77901195625746*^9, + 3.779011975440995*^9}, {3.779012023978513*^9, 3.779012030116459*^9}, { + 3.779012061239564*^9, 3.779012087083069*^9}, {3.7790121306949673`*^9, + 3.779012152965857*^9}, {3.7790121843021317`*^9, 3.779012461255309*^9}, { + 3.77901249232932*^9, 3.779012511640452*^9}, {3.779012553546566*^9, + 3.779012559432702*^9}, {3.7790125923212013`*^9, 3.779012838625355*^9}, + 3.7790128826642237`*^9, {3.779013040614418*^9, 3.779013040879457*^9}, { + 3.7790131238738213`*^9, 3.779013145514748*^9}, {3.779013180275077*^9, + 3.779013180508881*^9}, {3.779013216449026*^9, 3.7790135558736973`*^9}, { + 3.77901363319281*^9, 3.779013644478856*^9}, {3.779013740300997*^9, + 3.779013799960806*^9}, {3.779013912767275*^9, 3.7790139130196533`*^9}, { + 3.7790139662990313`*^9, 3.77901402871653*^9}, {3.779438942762992*^9, + 3.779438943370255*^9}, {3.7794391278755903`*^9, 3.7794391378936357`*^9}, { + 3.779442318134342*^9, 3.779442375953095*^9}, {3.7794424471195183`*^9, + 3.779442472408909*^9}, {3.779442516479377*^9, 3.779442520588243*^9}, { + 3.779442591295315*^9, 3.779442647747027*^9}, {3.779442694094453*^9, + 3.779442779637335*^9}}, + CellLabel->"In[75]:=",ExpressionUUID->"2c5a84ec-71a0-4814-b7eb-40968a5fc445"] +}, Closed]] +}, Open ]] +}, Open ]], + +Cell[CellGroupData[{ + +Cell["Tests", "Section", + CellChangeTimes->{{3.800768127515127*^9, + 3.800768128334507*^9}},ExpressionUUID->"d75bf798-3075-43a4-a302-\ +bf743bd3a3db"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{ + RowBox[{"(*", + RowBox[{ + "Generate", " ", "data", " ", "from", " ", "a", " ", "nonlinear", " ", + "model"}], "*)"}], + RowBox[{ + RowBox[{ + RowBox[{"SeedRandom", "[", "12472475", "]"}], ";"}], "\n", + RowBox[{ + RowBox[{"x", "=", + RowBox[{"Flatten", "[", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0", ",", "1", ",", "2", ",", "3", ",", "4", ",", "5", ",", "6", ",", + "7", ",", "8"}], "}"}], ",", + RowBox[{"{", + RowBox[{"i", ",", "5"}], "}"}]}], "]"}], "]"}]}], ";"}], "\n", + RowBox[{ + RowBox[{"n", "=", + RowBox[{"Length", "[", "x", "]"}]}], ";"}], "\n", + RowBox[{ + RowBox[{"aa", "=", "1"}], ";"}], "\n", + RowBox[{ + RowBox[{"bb", "=", "0.5"}], ";"}], "\n", + RowBox[{ + RowBox[{"\[Sigma]\[Sigma]", "=", "0.05"}], ";"}], "\n", + RowBox[{ + RowBox[{"y", "=", + RowBox[{ + RowBox[{"aa", " ", + RowBox[{"Exp", "[", + RowBox[{ + RowBox[{"-", "bb"}], " ", "x"}], "]"}]}], "+", + RowBox[{"RandomVariate", "[", + RowBox[{ + RowBox[{"NormalDistribution", "[", + RowBox[{"0", ",", "\[Sigma]\[Sigma]"}], "]"}], ",", "n"}], "]"}]}]}], + ";"}], "\[IndentingNewLine]", "\n", + RowBox[{"(*", + RowBox[{"Fit", " ", "with", " ", "NonlinearModelFit"}], "*)"}], + "\[IndentingNewLine]", + RowBox[{ + RowBox[{"nlm", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{ + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{"x", ",", "y"}], "}"}], "]"}], ",", + RowBox[{"a", " ", + RowBox[{"Exp", "[", + RowBox[{ + RowBox[{"-", "b"}], " ", "z"}], "]"}]}], ",", + RowBox[{"{", + RowBox[{"a", ",", "b"}], "}"}], ",", "z"}], "]"}]}], ";"}], + "\[IndentingNewLine]", "\[IndentingNewLine]", + RowBox[{"(*", + RowBox[{"Fit", " ", "with", " ", "brute", " ", "force", " ", "method"}], + "*)"}], "\n", + RowBox[{"(*", + RowBox[{"Get", " ", "log", " ", "of", " ", "the", " ", "likelihood"}], + "*)"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"logL", "=", + RowBox[{"LogLikelihood", "[", + RowBox[{ + RowBox[{"NormalDistribution", "[", + RowBox[{"0", ",", "\[Sigma]"}], "]"}], ",", + RowBox[{"y", "-", + RowBox[{"a", " ", + RowBox[{"Exp", "[", + RowBox[{ + RowBox[{"-", "b"}], " ", "x"}], "]"}]}]}]}], "]"}]}], ";"}], "\n", + + RowBox[{"(*", + RowBox[{ + "Find", " ", "maximum", " ", "likelihood", " ", "estimates", " ", "of", + " ", "parameters"}], "*)"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"mle", "=", + RowBox[{"FindMaximum", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"logL", ",", + RowBox[{"\[Sigma]", ">", "0"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"a", ",", "1"}], "}"}], ",", + RowBox[{"{", + RowBox[{"b", ",", "0.5"}], "}"}], ",", + RowBox[{"{", + RowBox[{"\[Sigma]", ",", "0.05"}], "}"}]}], "}"}]}], "]"}]}], ";"}], + "\[IndentingNewLine]", "\[IndentingNewLine]", + RowBox[{"(*", + RowBox[{ + "Now", " ", "approximate", " ", "and", " ", "then", " ", "estimate", " ", + "the", " ", "covariance", " ", "matrix"}], "*)"}], "\n", + RowBox[{"(*", + RowBox[{ + RowBox[{"Note", " ", "the", " ", "definition", " ", "of", " ", "X"}], + ",", + RowBox[{"the", " ", "design", " ", "matrix"}]}], "*)"}], + "\[IndentingNewLine]", + RowBox[{ + RowBox[{"X", "=", + RowBox[{"D", "[", + RowBox[{ + RowBox[{"a", " ", + RowBox[{"Exp", "[", + RowBox[{ + RowBox[{"-", "b"}], " ", "x"}], "]"}]}], ",", + RowBox[{"{", + RowBox[{"{", + RowBox[{"a", ",", "b"}], "}"}], "}"}]}], "]"}]}], ";"}], + "\[IndentingNewLine]", + RowBox[{"(*", + RowBox[{"Multiplication", " ", "by", " ", + RowBox[{"n", "/", + RowBox[{"(", + RowBox[{"n", "-", "2"}], ")"}]}], " ", "is", " ", "to", " ", "use", + " ", "the", " ", "unbiased", " ", "estimate", " ", "of", " ", + RowBox[{"\[Sigma]", "^", "2"}]}], "*)"}], "\n", + RowBox[{"(*", + RowBox[{"n", "-", + RowBox[{ + "2", " ", "is", " ", "really", " ", "sample", " ", "size", " ", "minus", + " ", "number", " ", "of", " ", "parameters"}]}], "*)"}], + "\[IndentingNewLine]", + RowBox[{ + RowBox[{"cov", "=", + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{"n", "/", + RowBox[{"(", + RowBox[{"n", "-", "2"}], ")"}]}], ")"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"\[Sigma]", "^", "2"}], " ", + RowBox[{"Inverse", "[", + RowBox[{ + RowBox[{"Transpose", "[", "X", "]"}], ".", "X"}], "]"}]}], ")"}]}], + "/.", + RowBox[{"mle", "[", + RowBox[{"[", "2", "]"}], "]"}]}]}], ";"}], "\[IndentingNewLine]", + "\[IndentingNewLine]", "\n", + RowBox[{"(*", + RowBox[{"Parameter", " ", "estimates"}], "*)"}], "\[IndentingNewLine]", + RowBox[{"nlm", "[", "\"\<BestFitParameters\>\"", "]"}], "\n", + RowBox[{"(*", + RowBox[{"{", + RowBox[{ + RowBox[{"a", "\[Rule]", "0.9842981255137611"}], ",", + RowBox[{"b", "\[Rule]", "0.5023511174255275"}]}], "}"}], "*)"}], + "\[IndentingNewLine]", + RowBox[{ + RowBox[{"mle", "[", + RowBox[{"[", "2", "]"}], "]"}], "[", + RowBox[{"[", + RowBox[{"1", ";;", "2"}], "]"}], "]"}], "\[IndentingNewLine]", + RowBox[{"(*", + RowBox[{"{", + RowBox[{ + RowBox[{"a", "\[Rule]", "0.9842981255018496"}], ",", + RowBox[{"b", "\[Rule]", "0.50235111740454"}]}], "}"}], "*)"}], + "\[IndentingNewLine]", "\n", + RowBox[{"(*", + RowBox[{"Estimates", " ", "of", " ", "covariance", " ", "matrix"}], + "*)"}], "\[IndentingNewLine]", + RowBox[{"nlm", "[", "\"\<CovarianceMatrix\>\"", "]"}], "\n", + RowBox[{"(*", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"0.00034959357568038475", ",", "0.00016592363407431294"}], + "}"}], ",", + RowBox[{"{", + RowBox[{"0.00016592363407431294", ",", "0.0002923502562857745"}], + "}"}]}], "}"}], "*)"}], "\[IndentingNewLine]", "cov", + "\[IndentingNewLine]", + RowBox[{"(*", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"0.00034959357700581665", ",", "0.0001659236346998225"}], + "}"}], ",", + RowBox[{"{", + RowBox[{"0.0001659236346998225", ",", "0.00029235025737224096"}], + "}"}]}], "}"}], "*)"}], "\n", "\[IndentingNewLine]", + RowBox[{"Rationalize", "[", + RowBox[{ + RowBox[{"cov", "/", + RowBox[{"nlm", "[", "\"\<CovarianceMatrix\>\"", "]"}]}], ",", + "0.00001"}], "]"}], "\n", + RowBox[{"(*", + RowBox[{"Estimates", " ", "of", " ", + RowBox[{"\[Sigma]", "^", "2"}]}], "*)"}], "\[IndentingNewLine]", + RowBox[{"nlm", "[", "\"\<EstimatedVariance\>\"", "]"}], "\n", + RowBox[{"(*", "0.002014630678417603", "*)"}], "\[IndentingNewLine]", + RowBox[{"(", + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{"n", "/", + RowBox[{"(", + RowBox[{"n", "-", "2"}], ")"}]}], ")"}], " ", + RowBox[{"\[Sigma]", "^", "2"}]}], "/.", + RowBox[{"mle", "[", + RowBox[{"[", + RowBox[{"2", ",", "3"}], "]"}], "]"}]}], ")"}]}]}]], "Input", + CellChangeTimes->{{3.800768129473839*^9, 3.800768129475245*^9}}, + CellLabel->"In[5]:=",ExpressionUUID->"5b44c263-762f-4b97-b3ad-4d35128aead2"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"a", "\[Rule]", "0.9842981255137611`"}], ",", + RowBox[{"b", "\[Rule]", "0.5023511174255275`"}]}], "}"}]], "Output", + CellChangeTimes->{3.8007681333594837`*^9}, + CellLabel->"Out[17]=",ExpressionUUID->"d2c9ca05-f7f5-4d85-838a-951d72ee391c"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"a", "\[Rule]", "0.9842981255018496`"}], ",", + RowBox[{"b", "\[Rule]", "0.50235111740454`"}]}], "}"}]], "Output", + CellChangeTimes->{3.800768133362005*^9}, + CellLabel->"Out[18]=",ExpressionUUID->"aa2dce72-c866-4fe8-afc6-b839320b3bae"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"0.00034959357568038475`", ",", "0.00016592363407431294`"}], + "}"}], ",", + RowBox[{"{", + RowBox[{"0.00016592363407431294`", ",", "0.0002923502562857745`"}], + "}"}]}], "}"}]], "Output", + CellChangeTimes->{3.800768133363243*^9}, + CellLabel->"Out[19]=",ExpressionUUID->"7c8f1976-bb3b-4c25-a212-ba3df90fa2fc"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"0.00034959357700581676`", ",", "0.00016592363469982254`"}], + "}"}], ",", + RowBox[{"{", + RowBox[{"0.00016592363469982254`", ",", "0.00029235025737224106`"}], + "}"}]}], "}"}]], "Output", + CellChangeTimes->{3.800768133364867*^9}, + CellLabel->"Out[20]=",ExpressionUUID->"2d9626eb-8522-44ba-b3cf-14f35de247cf"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"1", ",", "1"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1", ",", "1"}], "}"}]}], "}"}]], "Output", + CellChangeTimes->{3.800768133366498*^9}, + CellLabel->"Out[21]=",ExpressionUUID->"87c28881-2dd5-4ce5-8648-4b4c6421094d"], + +Cell[BoxData["0.002014630678417603`"], "Output", + CellChangeTimes->{3.800768133368084*^9}, + CellLabel->"Out[22]=",ExpressionUUID->"5b02fc1d-bd1e-4653-bc04-ee4a7839b932"], + +Cell[BoxData["0.002014630686080722`"], "Output", + CellChangeTimes->{3.800768133369632*^9}, + CellLabel->"Out[23]=",ExpressionUUID->"33809732-842f-4ccc-84bb-a89621a7e334"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData["X"], "Input", + CellLabel->"In[24]:=",ExpressionUUID->"f3e6c766-e99b-43b2-832c-c565caa4f42b"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"1", ",", "0"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{"-", "b"}]], ",", + RowBox[{ + RowBox[{"-", "a"}], " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{"-", "b"}]]}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "2"}], " ", "b"}]], ",", + RowBox[{ + RowBox[{"-", "2"}], " ", "a", " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "2"}], " ", "b"}]]}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "3"}], " ", "b"}]], ",", + RowBox[{ + RowBox[{"-", "3"}], " ", "a", " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "3"}], " ", "b"}]]}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "4"}], " ", "b"}]], ",", + RowBox[{ + RowBox[{"-", "4"}], " ", "a", " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "4"}], " ", "b"}]]}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "5"}], " ", "b"}]], ",", + RowBox[{ + RowBox[{"-", "5"}], " ", "a", " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "5"}], " ", "b"}]]}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "6"}], " ", "b"}]], ",", + RowBox[{ + RowBox[{"-", "6"}], " ", "a", " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "6"}], " ", "b"}]]}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "7"}], " ", "b"}]], ",", + RowBox[{ + RowBox[{"-", "7"}], " ", "a", " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "7"}], " ", "b"}]]}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "8"}], " ", "b"}]], ",", + RowBox[{ + RowBox[{"-", "8"}], " ", "a", " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "8"}], " ", "b"}]]}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"1", ",", "0"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{"-", "b"}]], ",", + RowBox[{ + RowBox[{"-", "a"}], " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{"-", "b"}]]}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "2"}], " ", "b"}]], ",", + RowBox[{ + RowBox[{"-", "2"}], " ", "a", " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "2"}], " ", "b"}]]}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "3"}], " ", "b"}]], ",", + RowBox[{ + RowBox[{"-", "3"}], " ", "a", " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "3"}], " ", "b"}]]}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "4"}], " ", "b"}]], ",", + RowBox[{ + RowBox[{"-", "4"}], " ", "a", " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "4"}], " ", "b"}]]}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "5"}], " ", "b"}]], ",", + RowBox[{ + RowBox[{"-", "5"}], " ", "a", " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "5"}], " ", "b"}]]}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "6"}], " ", "b"}]], ",", + RowBox[{ + RowBox[{"-", "6"}], " ", "a", " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "6"}], " ", "b"}]]}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "7"}], " ", "b"}]], ",", + RowBox[{ + RowBox[{"-", "7"}], " ", "a", " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "7"}], " ", "b"}]]}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "8"}], " ", "b"}]], ",", + RowBox[{ + RowBox[{"-", "8"}], " ", "a", " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "8"}], " ", "b"}]]}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"1", ",", "0"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{"-", "b"}]], ",", + RowBox[{ + RowBox[{"-", "a"}], " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{"-", "b"}]]}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "2"}], " ", "b"}]], ",", + RowBox[{ + RowBox[{"-", "2"}], " ", "a", " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "2"}], " ", "b"}]]}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "3"}], " ", "b"}]], ",", + RowBox[{ + RowBox[{"-", "3"}], " ", "a", " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "3"}], " ", "b"}]]}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "4"}], " ", "b"}]], ",", + RowBox[{ + RowBox[{"-", "4"}], " ", "a", " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "4"}], " ", "b"}]]}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "5"}], " ", "b"}]], ",", + RowBox[{ + RowBox[{"-", "5"}], " ", "a", " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "5"}], " ", "b"}]]}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "6"}], " ", "b"}]], ",", + RowBox[{ + RowBox[{"-", "6"}], " ", "a", " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "6"}], " ", "b"}]]}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "7"}], " ", "b"}]], ",", + RowBox[{ + RowBox[{"-", "7"}], " ", "a", " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "7"}], " ", "b"}]]}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "8"}], " ", "b"}]], ",", + RowBox[{ + RowBox[{"-", "8"}], " ", "a", " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "8"}], " ", "b"}]]}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"1", ",", "0"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{"-", "b"}]], ",", + RowBox[{ + RowBox[{"-", "a"}], " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{"-", "b"}]]}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "2"}], " ", "b"}]], ",", + RowBox[{ + RowBox[{"-", "2"}], " ", "a", " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "2"}], " ", "b"}]]}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "3"}], " ", "b"}]], ",", + RowBox[{ + RowBox[{"-", "3"}], " ", "a", " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "3"}], " ", "b"}]]}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "4"}], " ", "b"}]], ",", + RowBox[{ + RowBox[{"-", "4"}], " ", "a", " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "4"}], " ", "b"}]]}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "5"}], " ", "b"}]], ",", + RowBox[{ + RowBox[{"-", "5"}], " ", "a", " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "5"}], " ", "b"}]]}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "6"}], " ", "b"}]], ",", + RowBox[{ + RowBox[{"-", "6"}], " ", "a", " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "6"}], " ", "b"}]]}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "7"}], " ", "b"}]], ",", + RowBox[{ + RowBox[{"-", "7"}], " ", "a", " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "7"}], " ", "b"}]]}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "8"}], " ", "b"}]], ",", + RowBox[{ + RowBox[{"-", "8"}], " ", "a", " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "8"}], " ", "b"}]]}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"1", ",", "0"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{"-", "b"}]], ",", + RowBox[{ + RowBox[{"-", "a"}], " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{"-", "b"}]]}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "2"}], " ", "b"}]], ",", + RowBox[{ + RowBox[{"-", "2"}], " ", "a", " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "2"}], " ", "b"}]]}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "3"}], " ", "b"}]], ",", + RowBox[{ + RowBox[{"-", "3"}], " ", "a", " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "3"}], " ", "b"}]]}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "4"}], " ", "b"}]], ",", + RowBox[{ + RowBox[{"-", "4"}], " ", "a", " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "4"}], " ", "b"}]]}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "5"}], " ", "b"}]], ",", + RowBox[{ + RowBox[{"-", "5"}], " ", "a", " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "5"}], " ", "b"}]]}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "6"}], " ", "b"}]], ",", + RowBox[{ + RowBox[{"-", "6"}], " ", "a", " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "6"}], " ", "b"}]]}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "7"}], " ", "b"}]], ",", + RowBox[{ + RowBox[{"-", "7"}], " ", "a", " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "7"}], " ", "b"}]]}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "8"}], " ", "b"}]], ",", + RowBox[{ + RowBox[{"-", "8"}], " ", "a", " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{"-", "8"}], " ", "b"}]]}]}], "}"}]}], "}"}]], "Output", + CellChangeTimes->{3.800768159396204*^9}, + CellLabel->"Out[24]=",ExpressionUUID->"ce2f9b46-f774-4eb6-bc5f-cf000d6c21a5"] +}, Open ]] +}, Open ]] +}, Open ]] +}, +WindowSize->{808, 836}, +WindowMargins->{{289, Automatic}, {Automatic, 0}}, +SpellingDictionaries->{"CorrectWords"->{"excitation"}}, +FrontEndVersion->"12.0 for Mac OS X x86 (64-bit) (April 8, 2019)", +StyleDefinitions->"Default.nb" +] +(* End of Notebook Content *) + +(* Internal cache information *) +(*CellTagsOutline +CellTagsIndex->{} +*) +(*CellTagsIndex +CellTagsIndex->{} +*) +(*NotebookFileOutline +Notebook[{ +Cell[558, 20, 131, 3, 30, "Input",ExpressionUUID->"b264c5ff-f87f-40da-a5af-1063cf14d492"], +Cell[CellGroupData[{ +Cell[714, 27, 168, 3, 98, "Title",ExpressionUUID->"5097a656-6573-421d-a328-a078df002a6d"], +Cell[885, 32, 246, 4, 30, "Input",ExpressionUUID->"a3e945ca-aec6-4e56-9c18-d3988f012f14"], +Cell[1134, 38, 259, 6, 35, "Text",ExpressionUUID->"00b6872e-619f-48d4-9f8a-689d6d924d82"], +Cell[CellGroupData[{ +Cell[1418, 48, 201, 4, 67, "Section",ExpressionUUID->"9900b6d0-dc8c-447c-a37f-e8c5145de8f6"], +Cell[CellGroupData[{ +Cell[1644, 56, 162, 3, 54, "Subsection",ExpressionUUID->"43942484-b301-4fc3-8d9b-c3772441b7fa"], +Cell[1809, 61, 304, 6, 72, "Code",ExpressionUUID->"c0db8e74-dd80-42af-a468-91ff88fda5e0"] +}, Open ]], +Cell[CellGroupData[{ +Cell[2150, 72, 187, 3, 54, "Subsection",ExpressionUUID->"a67c1d6f-896d-4f35-97b2-0a19462019d3"], +Cell[CellGroupData[{ +Cell[2362, 79, 1330, 28, 224, "Code",ExpressionUUID->"30bc80d2-d9cf-4069-9531-5f4acedd0001"], +Cell[3695, 109, 1060, 15, 34, "Output",ExpressionUUID->"2ccdfda7-13e0-41af-8189-fcc6dd27fdaf"], +Cell[4758, 126, 1078, 15, 34, "Output",ExpressionUUID->"7d09c3ac-4c3b-4ff0-a37b-e514a687a425"], +Cell[5839, 143, 1078, 15, 34, "Output",ExpressionUUID->"fa23e6f2-2bc3-4466-8b3c-a10c67b915e7"], +Cell[6920, 160, 1076, 15, 34, "Output",ExpressionUUID->"1c1e66c9-2d46-4c80-9370-7d67067f2cd1"], +Cell[7999, 177, 1038, 15, 34, "Output",ExpressionUUID->"81add6dd-4af1-43c0-ac4c-3063013c13f3"] +}, Open ]], +Cell[CellGroupData[{ +Cell[9074, 197, 1109, 26, 148, "Code",ExpressionUUID->"494472f9-bffd-4b4b-9e5c-be9d6bf1c8d4"], +Cell[10186, 225, 1299, 20, 34, "Output",ExpressionUUID->"a60e70ff-1d11-4a23-8241-bcc8a298aa59"], +Cell[11488, 247, 27331, 717, 34, "Output",ExpressionUUID->"b5d22dc8-259f-4646-a1cf-9a4a57338339"] +}, Open ]], +Cell[CellGroupData[{ +Cell[38856, 969, 111, 1, 30, "Input",ExpressionUUID->"d9b19bdb-27a1-4d6d-a850-2e57257ec101"], +Cell[38970, 972, 193, 2, 34, "Output",ExpressionUUID->"c37fbaa2-0965-48a7-ab49-2a39af5c4c84"] +}, Open ]], +Cell[CellGroupData[{ +Cell[39200, 979, 1005, 23, 72, "Code",ExpressionUUID->"7a4e33f7-54ad-4c1b-a22b-ff786b495241"], +Cell[40208, 1004, 1239, 28, 46, "Output",ExpressionUUID->"447df633-44d0-4b6c-bf9b-a6e6ef6a4b74"] +}, Open ]] +}, Closed]], +Cell[CellGroupData[{ +Cell[41496, 1038, 157, 3, 38, "Subsection",ExpressionUUID->"52065aaa-2113-4948-bf1b-deac5c240d3e"], +Cell[41656, 1043, 317, 6, 30, "Input",ExpressionUUID->"b86a8975-1fe5-417a-89ed-be6326768bbb"], +Cell[CellGroupData[{ +Cell[41998, 1053, 796, 21, 52, "Input",ExpressionUUID->"06e2301e-5177-41fb-afaa-f287067549f3"], +Cell[42797, 1076, 1233, 28, 34, "Output",ExpressionUUID->"df489c29-9667-4660-95f8-43f6fc06a3f2"] +}, Open ]], +Cell[44045, 1107, 266, 5, 30, "Input",ExpressionUUID->"c8854ec3-190a-4684-b5f3-4ace18557cc8"], +Cell[CellGroupData[{ +Cell[44336, 1116, 1276, 31, 94, "Input",ExpressionUUID->"2f0fb05c-7c71-49a6-ba60-8302eff8fe03"], +Cell[45615, 1149, 1328, 21, 182, "Output",ExpressionUUID->"9db09de5-b2d4-4f69-b740-1e115fd0edbd"] +}, Open ]], +Cell[46958, 1173, 253, 4, 30, "Input",ExpressionUUID->"0df3f40e-63bf-4cfc-bae6-67772d6f46d7"], +Cell[47214, 1179, 257, 5, 30, "Input",ExpressionUUID->"d6282e6c-47cc-4619-a070-be7d0ff2fcba"] +}, Closed]], +Cell[CellGroupData[{ +Cell[47508, 1189, 156, 3, 38, "Subsection",ExpressionUUID->"4b9ecfeb-6f47-438b-ad84-ec9353747a9e"], +Cell[CellGroupData[{ +Cell[47689, 1196, 176, 3, 45, "Subsubsection",ExpressionUUID->"75f4f4c2-1d45-4fea-8f7c-c032cd62cda3"], +Cell[47868, 1201, 22769, 611, 1998, "Code",ExpressionUUID->"5a9f05b6-09a5-4d65-885d-d0bddc799238"], +Cell[CellGroupData[{ +Cell[70662, 1816, 643, 11, 30, "Input",ExpressionUUID->"ba42eb53-c6af-420c-a747-c1a8cdcf6fb3"], +Cell[71308, 1829, 889, 18, 24, "Print",ExpressionUUID->"dabd91f9-3bfd-42db-ae5c-ffb2675bdea0"], +Cell[72200, 1849, 628, 13, 49, "Message",ExpressionUUID->"1e2bbecb-616a-4fbf-9d49-9191c85a891e"], +Cell[72831, 1864, 629, 13, 49, "Message",ExpressionUUID->"dd3f97c5-d46c-4f31-9f9b-40b648ee11ed"], +Cell[73463, 1879, 633, 13, 49, "Message",ExpressionUUID->"48a930ff-c286-4a85-897b-743c48ff8ee7"], +Cell[74099, 1894, 446, 10, 24, "Message",ExpressionUUID->"fdb05931-27f7-4490-b3cf-67b1b6abe011"], +Cell[74548, 1906, 142299, 2395, 62, "Output",ExpressionUUID->"ab213019-261d-40ef-b3a5-a4c7b2a5ec6c"] +}, Open ]] +}, Closed]], +Cell[CellGroupData[{ +Cell[216896, 4307, 156, 3, 37, "Subsubsection",ExpressionUUID->"2ca398aa-46d6-4829-ae43-f97a51bae77e"], +Cell[CellGroupData[{ +Cell[217077, 4314, 503, 10, 30, "Input",ExpressionUUID->"0fa7ad36-8965-4464-bd1e-81f1aaf3b037"], +Cell[217583, 4326, 962, 19, 24, "Print",ExpressionUUID->"328578f8-abf0-42af-a0b8-dfbf51374095"], +Cell[218548, 4347, 653, 13, 49, "Message",ExpressionUUID->"21d9745d-23eb-41bc-b5f8-685e54a87477"], +Cell[219204, 4362, 656, 13, 49, "Message",ExpressionUUID->"d99163f6-fc6f-496c-a3f6-59fe2a7d8240"], +Cell[219863, 4377, 655, 13, 49, "Message",ExpressionUUID->"ad4065a3-1fe1-4cfe-8753-5944702a6dde"], +Cell[220521, 4392, 470, 10, 24, "Message",ExpressionUUID->"64c6955f-fb1e-4eaa-8fb8-7e8007519fd3"], +Cell[220994, 4404, 142376, 2398, 62, "Output",ExpressionUUID->"9f5dbb83-6007-40c6-898c-390ffa9de25d"] +}, Open ]], +Cell[CellGroupData[{ +Cell[363407, 6807, 162, 4, 30, "Input",ExpressionUUID->"14476345-27b8-4e48-8db3-09c2fc74916a"], +Cell[363572, 6813, 137574, 2386, 62, "Output",ExpressionUUID->"eecf40d9-540b-4dab-bb58-069c87b49d55"] +}, Open ]], +Cell[501161, 9202, 1712, 51, 73, "Input",ExpressionUUID->"802d1025-f1fe-4a39-8de7-6a23698d49f9"], +Cell[502876, 9255, 1786, 59, 73, "Input",ExpressionUUID->"ea31f8bb-908d-43bb-9282-13ddde0b3904"], +Cell[CellGroupData[{ +Cell[504687, 9318, 949, 25, 52, "Input",ExpressionUUID->"1e8da835-1ba4-4174-90df-6ed73a28a55b"], +Cell[505639, 9345, 460, 7, 34, "Output",ExpressionUUID->"b3fc91b3-abc6-4a58-a1a4-6e907b693fc2"], +Cell[506102, 9354, 461, 7, 34, "Output",ExpressionUUID->"aefdebf1-af37-4b4d-8991-e5dc1bdfc17e"] +}, Open ]], +Cell[CellGroupData[{ +Cell[506600, 9366, 4979, 116, 304, "Input",ExpressionUUID->"a2741175-a7e4-441c-8f7a-38b0187a3c67"], +Cell[511582, 9484, 151115, 2707, 388, "Output",ExpressionUUID->"af80bdf5-fc2b-4b53-b047-0a8441e1c76f"] +}, Open ]], +Cell[CellGroupData[{ +Cell[662734, 12196, 554, 11, 30, "Input",ExpressionUUID->"67230837-c72a-412b-b67c-8691be1c72e7"], +Cell[663291, 12209, 989, 20, 24, "Print",ExpressionUUID->"eda983b9-ca30-4446-878c-e79ae1d82eda"], +Cell[664283, 12231, 681, 14, 49, "Message",ExpressionUUID->"2ce599cd-a2a9-411e-8621-caef18a5ed81"], +Cell[664967, 12247, 683, 14, 49, "Message",ExpressionUUID->"ba8d3407-f39c-4b4e-8b1d-b0fe6b49ac94"], +Cell[665653, 12263, 686, 14, 49, "Message",ExpressionUUID->"90be46cb-635a-49fd-9d86-9abd79e7134e"], +Cell[666342, 12279, 499, 11, 24, "Message",ExpressionUUID->"45887bf4-81cb-4e56-8a80-c25035ac8247"], +Cell[666844, 12292, 142915, 2398, 94, "Output",ExpressionUUID->"44c76723-9ca6-4af5-9af7-b2c538e5a096"] +}, Open ]], +Cell[CellGroupData[{ +Cell[809796, 14695, 4804, 125, 346, "Input",ExpressionUUID->"f2e92abb-4812-4cb9-ae75-02de734da57a"], +Cell[814603, 14822, 110658, 1994, 406, "Output",ExpressionUUID->"37ec1704-96ba-471d-9e6b-f8754428ef39"] +}, Open ]] +}, Closed]] +}, Open ]] +}, Open ]], +Cell[CellGroupData[{ +Cell[925334, 16824, 311, 5, 67, "Section",ExpressionUUID->"fb51fae7-f02e-478b-8025-e5b019915b4b"], +Cell[CellGroupData[{ +Cell[925670, 16833, 245, 4, 54, "Subsection",ExpressionUUID->"5d7712d1-d1dd-48b2-a133-3d2c10241e28"], +Cell[CellGroupData[{ +Cell[925940, 16841, 168, 3, 45, "Subsubsection",ExpressionUUID->"95cf283f-8940-4af2-ac10-d12a8fd82ca1"], +Cell[CellGroupData[{ +Cell[926133, 16848, 1472, 33, 129, "Code",ExpressionUUID->"a1ce5dea-991d-4bfa-af6c-f4c821a4459b"], +Cell[CellGroupData[{ +Cell[927630, 16885, 4035, 59, 82, "Print",ExpressionUUID->"89209bb0-4610-4787-b293-2f27e34e6933"], +Cell[931668, 16946, 3857, 56, 24, "Print",ExpressionUUID->"e42d47bd-d595-4729-bcaf-95c78ab6666f"], +Cell[935528, 17004, 3855, 56, 24, "Print",ExpressionUUID->"1df12dc8-457b-4c4d-b557-844efc412af9"], +Cell[939386, 17062, 3854, 56, 24, "Print",ExpressionUUID->"cb5d0d98-a880-42d0-87d1-f7dc1837dbf6"] +}, Open ]], +Cell[943255, 17121, 4976, 71, 119, "Output",ExpressionUUID->"124c14b2-ce98-4916-bde1-9a341d06687d"], +Cell[948234, 17194, 4658, 65, 34, "Output",ExpressionUUID->"5159820c-0f2a-47c6-859c-6a6e90ad025a"], +Cell[952895, 17261, 4655, 67, 34, "Output",ExpressionUUID->"8fdfe6ed-3803-46d8-9757-d5c355bebb24"] +}, Open ]], +Cell[CellGroupData[{ +Cell[957587, 17333, 1639, 34, 91, "Code",ExpressionUUID->"3de2d281-4289-4288-856e-5351261e9140"], +Cell[959229, 17369, 5041, 71, 56, "Output",ExpressionUUID->"36f66a29-c73b-492e-b2c4-af524e599efd"], +Cell[964273, 17442, 4985, 69, 34, "Output",ExpressionUUID->"cf2e485f-6f1c-4269-a487-557b1777ee71"] +}, Open ]], +Cell[CellGroupData[{ +Cell[969295, 17516, 3346, 89, 205, "Code",ExpressionUUID->"4b2d97a3-fa2c-4c79-bbd1-06a34727f138"], +Cell[CellGroupData[{ +Cell[972666, 17609, 5001, 73, 24, "Print",ExpressionUUID->"ce306055-7745-486f-826b-9f94ab20bd23"], +Cell[977670, 17684, 4999, 73, 24, "Print",ExpressionUUID->"e35239b8-4b5d-4705-b2e9-7e7db1c67ae2"], +Cell[982672, 17759, 4997, 73, 24, "Print",ExpressionUUID->"383a13d3-b942-4d0b-a7e4-91d234bce03c"], +Cell[987672, 17834, 5017, 74, 24, "Print",ExpressionUUID->"8260577c-5769-4281-9f56-959e6eafa8aa"], +Cell[992692, 17910, 5000, 73, 24, "Print",ExpressionUUID->"02cb4272-1c1d-4349-927e-ad16deffce3e"], +Cell[997695, 17985, 5030, 74, 24, "Print",ExpressionUUID->"6126b7cb-bca7-49b7-8263-2dd09b3e4039"], +Cell[1002728, 18061, 4985, 73, 24, "Print",ExpressionUUID->"2f981408-228c-4989-9158-a1999cdab889"], +Cell[1007716, 18136, 4987, 73, 24, "Print",ExpressionUUID->"88089d62-7c42-46fe-8514-507f8dfd523a"], +Cell[1012706, 18211, 4992, 73, 24, "Print",ExpressionUUID->"9c305a40-0fc8-41af-baf8-aa0c64b0470c"] +}, Open ]] +}, Open ]], +Cell[1017725, 18288, 1232, 23, 52, "Code",ExpressionUUID->"1690f4ac-5369-4645-bcb5-0e7d841c2bd8"], +Cell[CellGroupData[{ +Cell[1018982, 18315, 768, 17, 52, "Input",ExpressionUUID->"5671d6e7-9457-4b54-bf4b-1cd5b0dc7914"], +Cell[1019753, 18334, 113507, 1884, 382, "Output",ExpressionUUID->"07fc8fbf-6667-4b3b-894b-a21b4ff0d9fe"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1133297, 20223, 1518, 40, 94, "Input",ExpressionUUID->"0ce718bc-4413-44c9-b750-dda072088dd3"], +Cell[1134818, 20265, 166197, 2749, 382, "Output",ExpressionUUID->"17478ce4-62bb-428f-a26d-8cf57f1d5182"] +}, Open ]] +}, Closed]], +Cell[CellGroupData[{ +Cell[1301064, 23020, 392, 6, 37, "Subsubsection",ExpressionUUID->"05f8ddb7-185e-440f-b957-faf193b39875"], +Cell[1301459, 23028, 278, 5, 30, "Input",ExpressionUUID->"435e1193-a4d2-4eb0-a73c-85779f945419"], +Cell[CellGroupData[{ +Cell[1301762, 23037, 2832, 49, 94, "Input",ExpressionUUID->"2a12f703-67b6-47a6-aae2-afc2767467e6"], +Cell[1304597, 23088, 2411, 34, 34, "Output",ExpressionUUID->"3ae16127-e6e9-4613-b938-37b0c3fae836"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1307045, 23127, 355, 8, 30, "Input",ExpressionUUID->"b38e32da-9ea6-453a-a8d1-610ad11ca54f"], +Cell[1307403, 23137, 259, 5, 34, "Output",ExpressionUUID->"fb07a066-ee3d-4900-bbf0-11cd1812e51d"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1307699, 23147, 201, 3, 30, "Input",ExpressionUUID->"fb33be76-a9ac-4eca-8ecb-2f09922a20f8"], +Cell[1307903, 23152, 168, 2, 34, "Output",ExpressionUUID->"a03a8d50-7905-4b80-841e-b1c5c9016947"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1308108, 23159, 4021, 96, 346, "Input",ExpressionUUID->"a89003ba-a43b-4259-bba9-63e0a493b6e1"], +Cell[1312132, 23257, 584, 9, 34, "Output",ExpressionUUID->"7d4fba8b-72c1-43fd-b4a1-f0d595753549"] +}, Open ]], +Cell[1312731, 23269, 2917, 67, 136, "Input",ExpressionUUID->"ceedd337-cf2b-442b-8193-d737c8c98f68"], +Cell[1315651, 23338, 2949, 68, 136, "Input",ExpressionUUID->"12c76d06-3602-4a7e-9629-05bb7d32b47d"], +Cell[1318603, 23408, 2916, 68, 136, "Input",ExpressionUUID->"5cd6b0ae-1dc0-4034-b3c0-7d8cd998917c"], +Cell[1321522, 23478, 3115, 70, 136, "Input",ExpressionUUID->"a5b94227-804f-491e-a39b-93fc5aafafdf"], +Cell[1324640, 23550, 3059, 69, 136, "Input",ExpressionUUID->"6c17def2-9932-42d6-9c79-d36e4d075d98"], +Cell[1327702, 23621, 3173, 72, 136, "Input",ExpressionUUID->"22c6a271-d0d2-43b8-ad82-01f037d33540"], +Cell[1330878, 23695, 3144, 71, 136, "Input",ExpressionUUID->"4b73c7eb-ffcb-4270-be7a-48589f4b7678"], +Cell[1334025, 23768, 3139, 72, 136, "Input",ExpressionUUID->"d292fe54-828b-4091-93e1-529c2b946bba"], +Cell[CellGroupData[{ +Cell[1337189, 23844, 8359, 187, 388, "Input",ExpressionUUID->"0b23fd73-1e2c-4c35-ac74-e123a3fa97f6"], +Cell[1345551, 24033, 82507, 1691, 380, "Output",ExpressionUUID->"bdbed8be-fbdf-4abc-9687-501cf09d4f4a"] +}, Open ]] +}, Closed]], +Cell[CellGroupData[{ +Cell[1428107, 25730, 177, 3, 37, "Subsubsection",ExpressionUUID->"8e2a6ca6-d90e-489c-9ad2-86cc7a281a09"], +Cell[CellGroupData[{ +Cell[1428309, 25737, 8257, 181, 388, "Input",ExpressionUUID->"647bd954-4cc4-49fc-911c-6cccb0bd6649"], +Cell[1436569, 25920, 74722, 1559, 374, "Output",ExpressionUUID->"8428df18-0e25-44e1-b6b2-c1fcad0b2402"] +}, Open ]], +Cell[1511306, 27482, 450, 10, 30, "Input",ExpressionUUID->"4ca36591-3400-4169-b876-cefd11a3e4d6"], +Cell[1511759, 27494, 175, 3, 30, "Input",ExpressionUUID->"e14946fa-85a5-4a9c-8592-901dc792f5df"], +Cell[CellGroupData[{ +Cell[1511959, 27501, 311, 6, 30, "Input",ExpressionUUID->"6cb1c26c-128f-445d-86e7-845f53507cd4"], +Cell[1512273, 27509, 27413, 599, 46, "Output",ExpressionUUID->"9ddfb16e-3781-4b6e-82a5-7eaf9b6f4d82"] +}, Open ]], +Cell[1539701, 28111, 571, 15, 30, "Input",ExpressionUUID->"dba2a134-1b12-4a84-bce9-ddba7872374e"], +Cell[CellGroupData[{ +Cell[1540297, 28130, 848, 18, 52, "Input",ExpressionUUID->"6f0a3192-0f42-4ffd-84b9-9a6bc5b0edce"], +Cell[1541148, 28150, 1111, 30, 43, "Output",ExpressionUUID->"646aac0f-d14c-4747-95ef-9e6656b55140"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1542296, 28185, 1003, 22, 52, "Input",ExpressionUUID->"863ab353-736f-43bd-a316-bbedaa53c718"], +Cell[1543302, 28209, 800, 17, 34, "Output",ExpressionUUID->"fe0ca514-92f1-4b49-aa1b-9f50a6ba3f99"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1544139, 28231, 620, 14, 52, "Input",ExpressionUUID->"ce2dcdf4-c093-42b5-b19c-d6f11e7ec090"], +Cell[1544762, 28247, 813, 22, 34, "Output",ExpressionUUID->"027eb222-c420-4618-aa48-43b014607cf5"] +}, Open ]], +Cell[1545590, 28272, 1854, 57, 157, "Input",ExpressionUUID->"24217624-6924-4300-a58f-dec9893b4c4f"], +Cell[CellGroupData[{ +Cell[1547469, 28333, 308, 9, 30, "Input",ExpressionUUID->"c88af53d-475e-491b-976c-d8f11a80c1fa"], +Cell[1547780, 28344, 199, 3, 34, "Output",ExpressionUUID->"10c6abaf-4337-4315-b4e9-13c3592d662a"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1548016, 28352, 220, 6, 30, "Input",ExpressionUUID->"c19ce28c-84fa-49f6-9e0f-9d333f38b503"], +Cell[1548239, 28360, 209, 4, 34, "Output",ExpressionUUID->"b3620918-a7d1-436f-a18f-bb3650286cbb"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1548485, 28369, 576, 17, 30, "Input",ExpressionUUID->"3d95b4d5-b41d-425f-88b6-690cd03bb96d"], +Cell[1549064, 28388, 265, 5, 34, "Output",ExpressionUUID->"768df21f-31b7-472c-a8e0-718873b5f20e"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1549366, 28398, 1001, 21, 52, "Input",ExpressionUUID->"344d61a3-a7a1-4a94-a561-0cb99a39f0a4"], +Cell[1550370, 28421, 1984, 55, 75, "Output",ExpressionUUID->"c20a7475-8d67-419d-9d11-7e29c78b0137"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1552391, 28481, 1171, 25, 52, "Input",ExpressionUUID->"65ce21d7-7e6e-4e64-bade-fd2002a341f4"], +Cell[1553565, 28508, 1200, 25, 56, "Output",ExpressionUUID->"d996e027-357f-4a63-84d1-0171577e4f9d"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1554802, 28538, 1018, 22, 73, "Input",ExpressionUUID->"6bccd526-80c6-4b62-b24e-42c96b96e6ab"], +Cell[1555823, 28562, 1493, 41, 56, "Output",ExpressionUUID->"9ae83b1b-f091-4547-854c-ff524748cc4d"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1557353, 28608, 1125, 23, 30, "Input",ExpressionUUID->"9215c7be-b644-4275-a254-c523e9d64cb3"], +Cell[1558481, 28633, 2033, 56, 43, "Output",ExpressionUUID->"a517195f-733f-4834-8b54-844cf15aeff6"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1560551, 28694, 1279, 26, 30, "Input",ExpressionUUID->"f7e04ed3-520a-4438-afa6-a646de933ed5"], +Cell[1561833, 28722, 1546, 32, 34, "Output",ExpressionUUID->"38be5c7a-b0bd-4aa7-936a-de6b6beda027"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1563416, 28759, 1370, 29, 52, "Input",ExpressionUUID->"3d35e7ca-2f42-4595-94bf-b1bca523afad"], +Cell[1564789, 28790, 1468, 41, 34, "Output",ExpressionUUID->"42261baf-97f6-47c2-8f04-93388e295a45"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1566294, 28836, 1484, 45, 73, "Input",ExpressionUUID->"2c6afa89-93d0-42f1-b5c7-b1c33d768227"], +Cell[1567781, 28883, 335, 7, 34, "Output",ExpressionUUID->"4c904574-fe23-47e1-931a-5f8b8a838996"], +Cell[1568119, 28892, 333, 7, 34, "Output",ExpressionUUID->"2b4f925b-3c93-4d45-8d13-e30a4150d7f6"], +Cell[1568455, 28901, 332, 7, 34, "Output",ExpressionUUID->"041e9283-ba9c-4316-bb21-0126a0f241a7"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1568824, 28913, 1019, 28, 30, "Input",ExpressionUUID->"7c208665-8a34-45c9-abc7-008d7fd12087"], +Cell[1569846, 28943, 75657, 1307, 243, "Output",ExpressionUUID->"fa394a62-b8e6-4957-8b4a-1d4a51c20348"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1645540, 30255, 710, 21, 30, "Input",ExpressionUUID->"bc48aefe-afcc-4410-a141-d3a0156772e2"], +Cell[1646253, 30278, 322, 5, 34, "Output",ExpressionUUID->"a303666a-b39d-4f9e-b802-176a0c0a1afe"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1646612, 30288, 261, 6, 30, "Input",ExpressionUUID->"18faac6c-2721-4f37-9d80-9a0902286a16"], +Cell[1646876, 30296, 249, 4, 34, "Output",ExpressionUUID->"6c7a7c2c-4718-42cf-8a35-f652010f9982"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1647162, 30305, 702, 16, 30, "Input",ExpressionUUID->"eb88fe3e-2920-43c6-bb30-0c3dd51e5553"], +Cell[1647867, 30323, 1681, 48, 34, "Output",ExpressionUUID->"cae99e6b-8e99-4e1b-b88c-e93367cae239"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1649585, 30376, 816, 20, 30, "Input",ExpressionUUID->"812d7429-3f3a-49bf-9795-1ceeb6b67348"], +Cell[1650404, 30398, 884, 19, 34, "Output",ExpressionUUID->"33ce1a12-7101-4882-9c79-d9c57c1a5e88"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1651325, 30422, 659, 15, 30, "Input",ExpressionUUID->"57688b94-8f98-4f5a-b7ad-ea40bf3fb4d1"], +Cell[1651987, 30439, 2408, 69, 56, "Output",ExpressionUUID->"84ab3244-81d3-4626-b94b-89b59d2aa4d3"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1654432, 30513, 755, 19, 30, "Input",ExpressionUUID->"c0e45f91-2e58-4983-9e24-51d870c92062"], +Cell[1655190, 30534, 909, 19, 34, "Output",ExpressionUUID->"f1780f36-8c2e-49f7-98e0-17888dc37bb6"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1656136, 30558, 720, 16, 30, "Input",ExpressionUUID->"be3ad9f5-a830-44a4-99d9-c9261d2f6f90"], +Cell[1656859, 30576, 2430, 69, 56, "Output",ExpressionUUID->"ff693001-ee62-401d-a2ad-2a21b887b6b3"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1659326, 30650, 852, 21, 30, "Input",ExpressionUUID->"ebe4f704-d07a-4ab7-a6e1-2507b6d995ba"], +Cell[1660181, 30673, 1255, 28, 34, "Output",ExpressionUUID->"da7881f0-2195-492f-bd05-6a04fa57b987"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1661473, 30706, 852, 21, 94, "Input",ExpressionUUID->"800dfdf7-16eb-4528-ad63-fba081370138"], +Cell[1662328, 30729, 357, 6, 34, "Output",ExpressionUUID->"b8be8e4f-ca23-4f47-81af-bd6c5c6b54f7"], +Cell[1662688, 30737, 357, 6, 34, "Output",ExpressionUUID->"0fd9a294-a75c-415c-bb58-a08bb9100a84"], +Cell[1663048, 30745, 357, 6, 34, "Output",ExpressionUUID->"8fd85672-4c76-418e-a319-e13db8458618"], +Cell[1663408, 30753, 356, 6, 34, "Output",ExpressionUUID->"dc4d789f-6293-4e0b-bae8-8cbcc2d6a291"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1663801, 30764, 942, 22, 94, "Input",ExpressionUUID->"1d2ac60e-7329-4f2c-88d2-381128dada15"], +Cell[1664746, 30788, 235, 5, 34, "Output",ExpressionUUID->"bf6e212c-d232-45ac-94e9-f9e5485ac42d"], +Cell[1664984, 30795, 235, 5, 34, "Output",ExpressionUUID->"4ffd1245-4763-4b52-9a63-716ab3a3bbb1"], +Cell[1665222, 30802, 236, 5, 34, "Output",ExpressionUUID->"7e35a969-68f9-4a07-beab-eab2862eb087"], +Cell[1665461, 30809, 235, 5, 34, "Output",ExpressionUUID->"b2985f99-9180-46f3-8ab8-4136dfc71a20"] +}, Open ]], +Cell[1665711, 30817, 621, 15, 30, "Input",ExpressionUUID->"70c9c8af-ef4e-4ffc-8ecc-1d53ea4bfcfd"], +Cell[CellGroupData[{ +Cell[1666357, 30836, 648, 15, 30, "Input",ExpressionUUID->"e13b50ad-2664-4958-ab1c-c379c78d5b8c"], +Cell[1667008, 30853, 974, 27, 34, "Output",ExpressionUUID->"abfab8be-721d-4e44-a30d-6705affd75b1"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1668019, 30885, 938, 21, 30, "Input",ExpressionUUID->"738b888b-08ef-4f3d-950d-f5b373792eb5"], +Cell[1668960, 30908, 673, 15, 34, "Output",ExpressionUUID->"936a71e0-9f1b-4b35-b143-71c3bc42080c"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1669670, 30928, 702, 16, 30, "Input",ExpressionUUID->"0cb338bb-c3bd-4ada-9720-762770699800"], +Cell[1670375, 30946, 1707, 48, 34, "Output",ExpressionUUID->"cbb43ce9-38db-4afd-9e25-bbe66f29fd26"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1672119, 30999, 816, 20, 30, "Input",ExpressionUUID->"12a9b6a6-a60d-4c8d-9510-26e1b0c41e4c"], +Cell[1672938, 31021, 909, 20, 34, "Output",ExpressionUUID->"5e53c6fe-e99f-474d-942c-f805a0a78c2f"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1673884, 31046, 709, 18, 30, "Input",ExpressionUUID->"707d9d01-d319-4161-bb26-bc125c773ede"], +Cell[1674596, 31066, 931, 21, 34, "Output",ExpressionUUID->"f5fba92b-f568-443f-a5ab-fc67dcf583fd"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1675564, 31092, 898, 19, 73, "Input",ExpressionUUID->"c1e6d590-644d-4a1b-992a-f7eb742ba46e"], +Cell[1676465, 31113, 285, 6, 34, "Output",ExpressionUUID->"d46ed7d0-04dc-450a-883d-1eadc68154bb"], +Cell[1676753, 31121, 285, 6, 34, "Output",ExpressionUUID->"2f2344f2-1499-43a0-a03e-73b062bf65e2"], +Cell[1677041, 31129, 287, 6, 34, "Output",ExpressionUUID->"c7e8641b-f1a0-4796-8653-801129687bf2"] +}, Open ]], +Cell[1677343, 31138, 621, 15, 30, "Input",ExpressionUUID->"69c0e316-45df-4cc0-90b1-1bfffd8b1b62"], +Cell[CellGroupData[{ +Cell[1677989, 31157, 801, 17, 30, "Input",ExpressionUUID->"129db05f-2ca3-4c72-87ba-6afbc67cf3f3"], +Cell[1678793, 31176, 3961, 113, 77, "Output",ExpressionUUID->"91a30270-9cd4-4e0f-8535-bc53ef709628"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1682791, 31294, 1161, 24, 30, "Input",ExpressionUUID->"c730254e-9206-4193-9ca5-58c17e30d0c3"], +Cell[1683955, 31320, 1374, 31, 56, "Output",ExpressionUUID->"65b98207-4a1c-4b2b-b8d0-ae6e20644d93"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1685366, 31356, 889, 18, 30, "Input",ExpressionUUID->"b6390792-6794-4d70-8c2a-e129ec872a25"], +Cell[1686258, 31376, 2583, 72, 56, "Output",ExpressionUUID->"b817ffcf-9e80-4308-974c-5dd9db538a5a"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1688878, 31453, 1174, 25, 30, "Input",ExpressionUUID->"0c150d34-c864-4c75-ab97-59f21cbbd5a3"], +Cell[1690055, 31480, 937, 21, 34, "Output",ExpressionUUID->"7aeba1d5-6f0c-4098-895a-17b2459c86e2"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1691029, 31506, 701, 16, 30, "Input",ExpressionUUID->"11797c4d-4127-463b-8fe5-f0d73c019e79"], +Cell[1691733, 31524, 1634, 47, 34, "Output",ExpressionUUID->"5b5e641f-f11e-40d8-ac69-25a4afdebc8b"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1693404, 31576, 669, 18, 30, "Input",ExpressionUUID->"40fe2106-8558-4bea-933a-f41d913d3ff3"], +Cell[1694076, 31596, 696, 16, 34, "Output",ExpressionUUID->"c7fba553-0b1b-46a8-8da5-9e2c09503942"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1694809, 31617, 864, 20, 30, "Input",ExpressionUUID->"08566873-29dd-4b0d-bb5a-81fab0335e39"], +Cell[1695676, 31639, 1789, 52, 43, "Output",ExpressionUUID->"486f1a6d-6d66-4160-9499-c93b2d45b2d9"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1697502, 31696, 718, 19, 30, "Input",ExpressionUUID->"507b7ca9-8c2f-4074-88ac-b97c52dbc240"], +Cell[1698223, 31717, 696, 16, 34, "Output",ExpressionUUID->"e3383432-9736-42ef-9767-7f0fdbad1bcd"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1698956, 31738, 704, 18, 30, "Input",ExpressionUUID->"206b2a19-61fa-4cf9-8344-02987267d3ce"], +Cell[1699663, 31758, 854, 20, 34, "Output",ExpressionUUID->"9e52e39f-91ec-4d3e-9ffd-7d9461d6e21d"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1700554, 31783, 1095, 24, 94, "Input",ExpressionUUID->"f86b5cb8-2389-4d72-bc58-af192a6d5273"], +Cell[1701652, 31809, 256, 5, 34, "Output",ExpressionUUID->"8e45fa4b-bf80-400e-8bd1-e75201f15885"], +Cell[1701911, 31816, 256, 5, 34, "Output",ExpressionUUID->"0c74a98b-ee83-42aa-a092-f3585d63d541"], +Cell[1702170, 31823, 256, 5, 34, "Output",ExpressionUUID->"ef7fa943-3469-4dbf-8a90-4c237ba26ff7"], +Cell[1702429, 31830, 255, 5, 34, "Output",ExpressionUUID->"6ef6f7b8-14cd-43b7-96fe-1fc2545baad8"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1702721, 31840, 978, 22, 30, "Input",ExpressionUUID->"2b2c023f-f1cb-4411-98fe-97bf56b4a332"], +Cell[1703702, 31864, 1913, 54, 43, "Output",ExpressionUUID->"23170774-9226-45ef-b641-cbf4beae7583"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1705652, 31923, 681, 18, 30, "Input",ExpressionUUID->"5083e3c0-eb4a-47c2-a28b-201fe9b7256e"], +Cell[1706336, 31943, 813, 18, 34, "Output",ExpressionUUID->"60ebdee5-4a0d-48c6-8d01-d112160fccde"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1707186, 31966, 252, 6, 30, "Input",ExpressionUUID->"5267a366-d932-4a1d-a331-d351527b4dd9"], +Cell[1707441, 31974, 187, 4, 34, "Output",ExpressionUUID->"8a7ed467-ed0d-4aa8-900e-c574fb376cc0"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1707665, 31983, 786, 17, 52, "Input",ExpressionUUID->"454ea65a-5316-423f-aec0-c00f2260f260"], +Cell[1708454, 32002, 749, 16, 34, "Output",ExpressionUUID->"353090ab-cfb9-4aca-b681-5e0c078ecbcd"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1709240, 32023, 235, 5, 30, "Input",ExpressionUUID->"cc097e61-28d3-4eae-9a94-9d4c3e3a05eb"], +Cell[1709478, 32030, 1403, 37, 34, "Output",ExpressionUUID->"924e1968-5399-4bef-ac46-9d40c37ffb9d"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1710918, 32072, 962, 21, 30, "Input",ExpressionUUID->"857d9a12-d8a2-4a92-a75d-ffd0ebf99846"], +Cell[1711883, 32095, 1361, 38, 34, "Output",ExpressionUUID->"a0874d65-6559-4fa8-937f-bdf4e0517893"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1713281, 32138, 681, 18, 30, "Input",ExpressionUUID->"e39f15c2-f4e3-421b-b0fd-0b71c620506f"], +Cell[1713965, 32158, 872, 19, 34, "Output",ExpressionUUID->"829a9393-3530-47bf-ac2a-158d3d5f9bf6"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1714874, 32182, 868, 19, 52, "Input",ExpressionUUID->"639f9878-8853-44d6-a969-49fffb769279"], +Cell[1715745, 32203, 1375, 37, 34, "Output",ExpressionUUID->"473bf959-26a3-4dad-b385-27cdc323f1bd"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1717157, 32245, 303, 7, 30, "Input",ExpressionUUID->"a9585990-ac66-418e-8f03-660d9b0970f7"], +Cell[1717463, 32254, 236, 5, 34, "Output",ExpressionUUID->"9bbba026-d765-4022-8156-630e407bc96e"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1717736, 32264, 1347, 35, 52, "Input",ExpressionUUID->"d1c95e49-bfa7-45b9-8bd9-b8ddb2f704d6"], +Cell[1719086, 32301, 146181, 2518, 383, "Output",ExpressionUUID->"1aa1484e-3091-4abb-ab54-d5ed62b879af"] +}, Open ]] +}, Closed]], +Cell[CellGroupData[{ +Cell[1865316, 34825, 247, 4, 37, "Subsubsection",ExpressionUUID->"98e8a312-8384-4f84-bb0e-9d9d5c065687"], +Cell[CellGroupData[{ +Cell[1865588, 34833, 842, 16, 30, "Input",ExpressionUUID->"641f4c7f-5aa2-4a6c-aa9a-77d5fc2cacc3"], +Cell[1866433, 34851, 2202, 43, 34, "Output",ExpressionUUID->"b9b7feae-ff99-46a3-aab6-7d983f96eb59"] +}, Open ]], +Cell[1868650, 34897, 2656, 61, 115, "Input",ExpressionUUID->"40aa2841-56bc-41fa-af9a-f0011ae04b3b"], +Cell[1871309, 34960, 2493, 60, 115, "Input",ExpressionUUID->"48fb68db-7ddc-4355-b3e3-7c67542c5cb3"], +Cell[1873805, 35022, 2487, 60, 115, "Input",ExpressionUUID->"e3d05467-70aa-4af2-bbea-ded297de077b"], +Cell[1876295, 35084, 2224, 56, 115, "Input",ExpressionUUID->"a987b881-3553-4d0b-bfd1-f2cc77fdc93c"], +Cell[1878522, 35142, 2271, 57, 115, "Input",ExpressionUUID->"5029964e-c73e-444e-9bb7-d8edb0d1b357"], +Cell[1880796, 35201, 2224, 56, 115, "Input",ExpressionUUID->"1dc2885c-0cd8-4aa2-9974-a97b64d8f1a3"], +Cell[1883023, 35259, 2322, 57, 115, "Input",ExpressionUUID->"1c9a9c10-fb5c-403d-8a31-4eb84ff43df9"], +Cell[1885348, 35318, 1112, 26, 52, "Input",ExpressionUUID->"33b4f289-d09f-46e0-a741-05aa6b269cc4"], +Cell[1886463, 35346, 873, 23, 52, "Input",ExpressionUUID->"55773a1b-6cf1-42cb-b55c-174e69ecbc26"], +Cell[CellGroupData[{ +Cell[1887361, 35373, 7489, 168, 157, "Input",ExpressionUUID->"38732031-a7f4-44d7-9e4d-9b89783907a4"], +Cell[1894853, 35543, 158314, 3016, 244, "Output",ExpressionUUID->"d3565fb3-9749-4eff-a34d-13d108ecb6aa"] +}, Open ]], +Cell[2053182, 38562, 371, 10, 30, "Input",ExpressionUUID->"c08a31a8-7d42-41e2-a124-36860fd2532c"] +}, Closed]], +Cell[CellGroupData[{ +Cell[2053590, 38577, 278, 4, 37, "Subsubsection",ExpressionUUID->"b3c00735-c464-497e-9eb0-456df6d7e319"], +Cell[CellGroupData[{ +Cell[2053893, 38585, 4419, 92, 115, "Input",ExpressionUUID->"6cb2268f-88ba-4a03-ada4-1ec4e95d484c"], +Cell[2058315, 38679, 231, 4, 34, "Output",ExpressionUUID->"b741ab5d-6ce1-465b-af06-9614606c78b3"] +}, Open ]], +Cell[2058561, 38686, 4133, 88, 115, "Input",ExpressionUUID->"a5f6cdee-a37f-4eba-9cd0-26f967613d67"], +Cell[2062697, 38776, 4342, 90, 115, "Input",ExpressionUUID->"3cfa752b-b620-4be9-808e-1728bd6c1c52"], +Cell[2067042, 38868, 11999, 294, 480, "Input",ExpressionUUID->"2c5a84ec-71a0-4814-b7eb-40968a5fc445"] +}, Closed]] +}, Open ]] +}, Open ]], +Cell[CellGroupData[{ +Cell[2079102, 39169, 150, 3, 67, "Section",ExpressionUUID->"d75bf798-3075-43a4-a302-bf743bd3a3db"], +Cell[CellGroupData[{ +Cell[2079277, 39176, 7509, 214, 934, "Input",ExpressionUUID->"5b44c263-762f-4b97-b3ad-4d35128aead2"], +Cell[2086789, 39392, 292, 6, 34, "Output",ExpressionUUID->"d2c9ca05-f7f5-4d85-838a-951d72ee391c"], +Cell[2087084, 39400, 288, 6, 34, "Output",ExpressionUUID->"aa2dce72-c866-4fe8-afc6-b839320b3bae"], +Cell[2087375, 39408, 389, 10, 34, "Output",ExpressionUUID->"7c8f1976-bb3b-4c25-a212-ba3df90fa2fc"], +Cell[2087767, 39420, 390, 10, 34, "Output",ExpressionUUID->"2d9626eb-8522-44ba-b3cf-14f35de247cf"], +Cell[2088160, 39432, 292, 8, 34, "Output",ExpressionUUID->"87c28881-2dd5-4ce5-8648-4b4c6421094d"], +Cell[2088455, 39442, 169, 2, 34, "Output",ExpressionUUID->"5b02fc1d-bd1e-4653-bc04-ee4a7839b932"], +Cell[2088627, 39446, 169, 2, 34, "Output",ExpressionUUID->"33809732-842f-4ccc-84bb-a89621a7e334"] +}, Open ]], +Cell[CellGroupData[{ +Cell[2088833, 39453, 106, 1, 30, "Input",ExpressionUUID->"f3e6c766-e99b-43b2-832c-c565caa4f42b"], +Cell[2088942, 39456, 12214, 404, 230, "Output",ExpressionUUID->"ce2f9b46-f774-4eb6-bc5f-cf000d6c21a5"] +}, Open ]] +}, Open ]] +}, Open ]] +} +] +*) + diff --git a/code/RDQlmn.nb b/code/RDQlmn.nb new file mode 100644 index 0000000..a71753a --- /dev/null +++ b/code/RDQlmn.nb @@ -0,0 +1,43832 @@ +(* Content-type: application/vnd.wolfram.mathematica *) + +(*** Wolfram Notebook File ***) +(* http://www.wolfram.com/nb *) + +(* CreatedBy='Mathematica 12.0' *) + +(*CacheID: 234*) +(* Internal cache information: +NotebookFileLineBreakTest +NotebookFileLineBreakTest +NotebookDataPosition[ 158, 7] +NotebookDataLength[ 2087278, 43824] +NotebookOptionsPosition[ 2046778, 43233] +NotebookOutlinePosition[ 2047116, 43248] +CellTagsIndexPosition[ 2047073, 43245] +WindowFrame->Normal*) + +(* Beginning of Notebook Content *) +Notebook[{ + +Cell[CellGroupData[{ +Cell["RDown massratio dependence", "Title", + CellChangeTimes->{{3.7171355710697517`*^9, 3.7171356028895473`*^9}, { + 3.799976513275672*^9, + 3.7999765203952093`*^9}},ExpressionUUID->"ebae987a-97f3-43d6-8e8d-\ +db69a6f7c313"], + +Cell[BoxData[ + RowBox[{"Quit", "[", "]"}]], "Input", + CellChangeTimes->{{3.772628159141247*^9, 3.772628161249263*^9}, { + 3.785052589392028*^9, 3.785052592823535*^9}}, + CellLabel->"In[2]:=",ExpressionUUID->"772fb280-3637-4d67-9a02-55c44dc8165e"], + +Cell["\<\ +X. Jimenez, S. Bhagwat. Notebook used to generate the results of arxiv: \ +2005.03260 \ +\>", "Text", + CellChangeTimes->{{3.785052599778894*^9, 3.785052650812586*^9}, + 3.785057313940979*^9, {3.799976527671563*^9, + 3.799976538160102*^9}},ExpressionUUID->"dd455aef-3c07-4023-b8df-\ +73ab29f25044"], + +Cell[CellGroupData[{ + +Cell["Setup", "Section", + CellChangeTimes->{{3.717145376675954*^9, 3.7171453778419027`*^9}, { + 3.725360092733674*^9, 3.725360093603505*^9}, + 3.7999760719037113`*^9},ExpressionUUID->"bc13a3a4-d5ed-41f3-9604-\ +9a0dded73c7f"], + +Cell[CellGroupData[{ + +Cell["Load package", "Subsection", + CellChangeTimes->{{3.799119833730782*^9, + 3.7991198361011353`*^9}},ExpressionUUID->"f166d715-d1de-48fb-acd4-\ +374a78be5341"], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{ + RowBox[{"SetDirectory", "[", + RowBox[{"NotebookDirectory", "[", "]"}], "]"}], ";"}], "\n", + RowBox[{"<<", "RDown.m"}]}], "Code", + CellChangeTimes->{{3.799119881021441*^9, 3.799119911381034*^9}}, + CellLabel->"In[73]:=",ExpressionUUID->"56877143-cdc7-4e73-bf67-00d7581be25e"], + +Cell[BoxData[ + TemplateBox[{ + "CombineColumns","shdw", + "\"Symbol \\!\\(\\*RowBox[{\\\"\\\\\\\"CombineColumns\\\\\\\"\\\"}]\\) \ +appears in multiple contexts \\!\\(\\*RowBox[{\\\"{\\\", \ +RowBox[{\\\"\\\\\\\"RDown`\\\\\\\"\\\", \\\",\\\", \\\"\\\\\\\"NRLists`\\\\\\\ +\"\\\"}], \\\"}\\\"}]\\); definitions in context \ +\\!\\(\\*RowBox[{\\\"\\\\\\\"RDown`\\\\\\\"\\\"}]\\) may shadow or be \ +shadowed by other definitions.\"",2,74,45,19648445566244506411,"Local", + "RDown`CombineColumns"}, + "MessageTemplate2"]], "Message", "MSG", + CellChangeTimes->{{3.7991208105964947`*^9, 3.799120891686386*^9}, + 3.799121677589548*^9, {3.799121959464547*^9, 3.799121962720314*^9}, + 3.799122083860065*^9, {3.799122271742035*^9, 3.799122299954978*^9}, + 3.799976752612835*^9, 3.799978668334955*^9, 3.799978907184451*^9, + 3.7999790081205597`*^9}, + CellLabel-> + "During evaluation of \ +In[73]:=",ExpressionUUID->"86621785-af15-44ca-bf0a-9554feb42ec5"], + +Cell[BoxData[ + TemplateBox[{ + "Options","argx", + "\"\\!\\(\\*RowBox[{\\\"Options\\\"}]\\) called with \ +\\!\\(\\*RowBox[{\\\"0\\\"}]\\) arguments; 1 argument is expected.\"",2,74,46, + 19648445566244506411,"Local"}, + "MessageTemplate"]], "Message", "MSG", + CellChangeTimes->{{3.7991208105964947`*^9, 3.799120891686386*^9}, + 3.799121677589548*^9, {3.799121959464547*^9, 3.799121962720314*^9}, + 3.799122083860065*^9, {3.799122271742035*^9, 3.799122299954978*^9}, + 3.799976752612835*^9, 3.799978668334955*^9, 3.799978907184451*^9, + 3.799979008185686*^9}, + CellLabel-> + "During evaluation of \ +In[73]:=",ExpressionUUID->"b7f16fb7-bd99-4b3d-a2a1-2c8891f449f5"] +}, Open ]] +}, Closed]], + +Cell[CellGroupData[{ + +Cell["Setup paths and other notebook folders", "Subsection", + CellChangeTimes->{{3.76257774139565*^9, + 3.7625777648770647`*^9}},ExpressionUUID->"831d52fd-1e26-42a5-a850-\ +15ae9b45528e"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{ + RowBox[{"(*", " ", + RowBox[{"Change", " ", "accordingly"}], " ", "*)"}], "\n", + RowBox[{"(*", + RowBox[{"Dirs", " ", "and", " ", "export"}], "*)"}], "\n", + RowBox[{ + RowBox[{"MetaDir2", "=", "\"\<~/SVN/PhenomHM/bin/\>\""}], "\n", + RowBox[{"notdir", "=", + RowBox[{"NotebookDirectory", "[", "]"}]}], "\n", + RowBox[{"l2dir", "=", + RowBox[{ + RowBox[{"NotebookDirectory", "[", "]"}], "<>", "\"\<l2\>\""}]}], "\n", + RowBox[{"(*", "export", "*)"}], "\n", + RowBox[{"ExportDir", "=", + RowBox[{ + RowBox[{"NotebookDirectory", "[", "]"}], "<>", "\"\<plots/\>\""}]}], + "\n", + RowBox[{"(*", " ", + RowBox[{"sxs", " ", "data", " ", "folders"}], " ", "*)"}], "\n", + RowBox[{ + RowBox[{"sxsdir", "=", "\"\</Users/xisco/SXS\>\""}], ";"}], "\n", + RowBox[{"ExportQ", "=", "False"}]}]}]], "Code", + CellChangeTimes->{ + 3.7625787067637377`*^9, {3.7625787621100388`*^9, 3.762578766498042*^9}, { + 3.7625788039303837`*^9, 3.76257880843638*^9}, {3.762579176451227*^9, + 3.762579205498322*^9}, 3.783842026281891*^9, {3.785048517032866*^9, + 3.785048568634179*^9}, 3.785052064855216*^9, 3.785052098677169*^9, { + 3.785052662782302*^9, 3.785052711482973*^9}, {3.799112511472287*^9, + 3.799112532529355*^9}, 3.799119917854619*^9, {3.799976894307929*^9, + 3.799976902049959*^9}, {3.799976992637145*^9, 3.799976997347808*^9}}, + CellLabel->"In[3]:=",ExpressionUUID->"374646f4-59ac-4219-a522-031053a7cccf"], + +Cell[BoxData["\<\"~/SVN/PhenomHM/bin/\"\>"], "Output", + CellChangeTimes->{ + 3.783842026701007*^9, 3.785048518304873*^9, {3.785048560068667*^9, + 3.785048568978181*^9}, 3.785049253329767*^9, 3.785052065129835*^9, + 3.785052099152103*^9, {3.785052670230401*^9, 3.785052694567835*^9}, + 3.7851593450784693`*^9, 3.7885250556151648`*^9, 3.788588575862797*^9, + 3.789016362173621*^9, 3.7891011549963293`*^9, 3.797132614190453*^9, + 3.799112665247805*^9, 3.799113935415126*^9, 3.799119918271703*^9, + 3.799120995960281*^9, 3.799121677934214*^9, 3.799121962967039*^9, + 3.799122084051723*^9, {3.799122271970655*^9, 3.799122300180772*^9}, + 3.799976752816381*^9, 3.799976997882406*^9, 3.799978668526065*^9}, + CellLabel->"Out[3]=",ExpressionUUID->"82b25bbf-e1ea-47ff-b776-72bffc00bc84"], + +Cell[BoxData["\<\"/Users/xisco/git/rdstackingproject/\"\>"], "Output", + CellChangeTimes->{ + 3.783842026701007*^9, 3.785048518304873*^9, {3.785048560068667*^9, + 3.785048568978181*^9}, 3.785049253329767*^9, 3.785052065129835*^9, + 3.785052099152103*^9, {3.785052670230401*^9, 3.785052694567835*^9}, + 3.7851593450784693`*^9, 3.7885250556151648`*^9, 3.788588575862797*^9, + 3.789016362173621*^9, 3.7891011549963293`*^9, 3.797132614190453*^9, + 3.799112665247805*^9, 3.799113935415126*^9, 3.799119918271703*^9, + 3.799120995960281*^9, 3.799121677934214*^9, 3.799121962967039*^9, + 3.799122084051723*^9, {3.799122271970655*^9, 3.799122300180772*^9}, + 3.799976752816381*^9, 3.799976997882406*^9, 3.799978668577621*^9}, + CellLabel->"Out[4]=",ExpressionUUID->"b2aa8394-8bfc-4edf-8c7d-6d40933c309c"], + +Cell[BoxData["\<\"/Users/xisco/git/rdstackingproject/l2\"\>"], "Output", + CellChangeTimes->{ + 3.783842026701007*^9, 3.785048518304873*^9, {3.785048560068667*^9, + 3.785048568978181*^9}, 3.785049253329767*^9, 3.785052065129835*^9, + 3.785052099152103*^9, {3.785052670230401*^9, 3.785052694567835*^9}, + 3.7851593450784693`*^9, 3.7885250556151648`*^9, 3.788588575862797*^9, + 3.789016362173621*^9, 3.7891011549963293`*^9, 3.797132614190453*^9, + 3.799112665247805*^9, 3.799113935415126*^9, 3.799119918271703*^9, + 3.799120995960281*^9, 3.799121677934214*^9, 3.799121962967039*^9, + 3.799122084051723*^9, {3.799122271970655*^9, 3.799122300180772*^9}, + 3.799976752816381*^9, 3.799976997882406*^9, 3.799978668641279*^9}, + CellLabel->"Out[5]=",ExpressionUUID->"19992387-55e4-4e6f-93a4-57ffb9548d12"], + +Cell[BoxData["\<\"/Users/xisco/git/rdstackingproject/plots/\"\>"], "Output", + CellChangeTimes->{ + 3.783842026701007*^9, 3.785048518304873*^9, {3.785048560068667*^9, + 3.785048568978181*^9}, 3.785049253329767*^9, 3.785052065129835*^9, + 3.785052099152103*^9, {3.785052670230401*^9, 3.785052694567835*^9}, + 3.7851593450784693`*^9, 3.7885250556151648`*^9, 3.788588575862797*^9, + 3.789016362173621*^9, 3.7891011549963293`*^9, 3.797132614190453*^9, + 3.799112665247805*^9, 3.799113935415126*^9, 3.799119918271703*^9, + 3.799120995960281*^9, 3.799121677934214*^9, 3.799121962967039*^9, + 3.799122084051723*^9, {3.799122271970655*^9, 3.799122300180772*^9}, + 3.799976752816381*^9, 3.799976997882406*^9, 3.799978668645627*^9}, + CellLabel->"Out[6]=",ExpressionUUID->"a4f63cdc-3cfc-4fda-95bd-71b20b9e467d"], + +Cell[BoxData["False"], "Output", + CellChangeTimes->{ + 3.783842026701007*^9, 3.785048518304873*^9, {3.785048560068667*^9, + 3.785048568978181*^9}, 3.785049253329767*^9, 3.785052065129835*^9, + 3.785052099152103*^9, {3.785052670230401*^9, 3.785052694567835*^9}, + 3.7851593450784693`*^9, 3.7885250556151648`*^9, 3.788588575862797*^9, + 3.789016362173621*^9, 3.7891011549963293`*^9, 3.797132614190453*^9, + 3.799112665247805*^9, 3.799113935415126*^9, 3.799119918271703*^9, + 3.799120995960281*^9, 3.799121677934214*^9, 3.799121962967039*^9, + 3.799122084051723*^9, {3.799122271970655*^9, 3.799122300180772*^9}, + 3.799976752816381*^9, 3.799976997882406*^9, 3.7999786686463757`*^9}, + CellLabel->"Out[8]=",ExpressionUUID->"1604a5f1-7809-4da2-a4bc-05ec140bc295"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{ + RowBox[{"(*", " ", "PlotStyle", " ", "*)"}], "\n", + RowBox[{ + RowBox[{"markers", "=", + RowBox[{"{", + RowBox[{ + "\"\<\[FilledCircle]\>\"", ",", "\"\<\[FilledSquare]\>\"", ",", + "\"\<\[FilledDiamond]\>\"", ",", "\"\<\[FilledUpTriangle]\>\"", ",", + "\"\<\[FilledDownTriangle]\>\"", ",", "\"\<\[EmptyCircle]\>\"", ",", + "\"\<\[EmptySquare]\>\"", ",", "\"\<\[EmptyDiamond]\>\"", ",", + "\"\<\[EmptyUpTriangle]\>\"", ",", "\"\<\[EmptyDownTriangle]\>\""}], + "}"}]}], "\n", + RowBox[{"colors", "=", + RowBox[{"ColorData", "[", + RowBox[{"97", ",", "\"\<ColorList\>\""}], "]"}]}], "\n", + RowBox[{ + RowBox[{"l1", "=", ".025"}], ";"}], "\n", + RowBox[{ + RowBox[{"l2", "=", ".001"}], ";"}], "\n", + RowBox[{ + RowBox[{"s", "=", + RowBox[{"l1", "/", "2"}]}], ";"}]}]}]], "Code", + CellChangeTimes->{{3.770258655384822*^9, 3.770258658711926*^9}, { + 3.785048597172567*^9, 3.785048611784268*^9}, {3.7850518765860777`*^9, + 3.785051879447013*^9}}, + CellLabel->"In[9]:=",ExpressionUUID->"a0324010-844b-4a8c-9339-aff634cca7ed"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{"\<\"\[FilledCircle]\"\>", ",", "\<\"\[FilledSquare]\"\>", + ",", "\<\"\[FilledDiamond]\"\>", ",", "\<\"\[FilledUpTriangle]\"\>", + ",", "\<\"\[FilledDownTriangle]\"\>", ",", "\<\"\[EmptyCircle]\"\>", + ",", "\<\"\[EmptySquare]\"\>", ",", "\<\"\[EmptyDiamond]\"\>", + ",", "\<\"\[EmptyUpTriangle]\"\>", ",", "\<\"\[EmptyDownTriangle]\"\>"}], + "}"}]], "Output", + CellChangeTimes->{{3.785048598454445*^9, 3.7850486121743803`*^9}, + 3.7850492534864817`*^9, 3.7850518797807217`*^9, 3.7851593453111877`*^9, + 3.788525055881117*^9, 3.788588576142179*^9, 3.789016362482636*^9, + 3.7891011551402693`*^9, 3.7971326144003468`*^9, 3.799112667826545*^9, + 3.799113935678566*^9, 3.799119920100224*^9, 3.79912099675138*^9, + 3.799121678020488*^9, 3.79912196315336*^9, 3.7991220841956873`*^9, { + 3.799122272245305*^9, 3.799122300399253*^9}, 3.7999767529044247`*^9, + 3.79997866871693*^9}, + CellLabel->"Out[9]=",ExpressionUUID->"6bedc708-6bbb-4c99-b9ff-89b28ac5b443"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{ + {GrayLevel[0], RectangleBox[{0, 0}]}, + {GrayLevel[0], RectangleBox[{1, -1}]}, + {RGBColor[0.368417, 0.506779, 0.709798], + RectangleBox[{0, -1}, {2, 1}]}}, + AspectRatio->1, + DefaultBaseStyle->"ColorSwatchGraphics", + Frame->True, + FrameStyle->RGBColor[ + 0.24561133333333335`, 0.3378526666666667, 0.4731986666666667], + FrameTicks->None, + ImageSize-> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification]}], + PlotRangePadding->None], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.368417`", ",", "0.506779`", ",", "0.709798`"}], "]"}], + NumberMarks -> False]], + Appearance->None, + BaseStyle->{}, + BaselinePosition->Baseline, + ButtonFunction:>With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.368417, 0.506779, 0.709798]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], {0, {Left, Bottom}}, { + Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", "EvaluatorQuit"}]]]], + DefaultBaseStyle->{}, + Evaluator->Automatic, + Method->"Preemptive"], + RGBColor[0.368417, 0.506779, 0.709798], + Editable->False, + Selectable->False], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{ + {GrayLevel[0], RectangleBox[{0, 0}]}, + {GrayLevel[0], RectangleBox[{1, -1}]}, + {RGBColor[0.880722, 0.611041, 0.142051], + RectangleBox[{0, -1}, {2, 1}]}}, + AspectRatio->1, + DefaultBaseStyle->"ColorSwatchGraphics", + Frame->True, + FrameStyle->RGBColor[ + 0.587148, 0.40736066666666665`, 0.09470066666666668], + FrameTicks->None, + ImageSize-> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification]}], + PlotRangePadding->None], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.880722`", ",", "0.611041`", ",", "0.142051`"}], "]"}], + NumberMarks -> False]], + Appearance->None, + BaseStyle->{}, + BaselinePosition->Baseline, + ButtonFunction:>With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.880722, 0.611041, 0.142051]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], {0, {Left, Bottom}}, { + Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", "EvaluatorQuit"}]]]], + DefaultBaseStyle->{}, + Evaluator->Automatic, + Method->"Preemptive"], + RGBColor[0.880722, 0.611041, 0.142051], + Editable->False, + Selectable->False], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{ + {GrayLevel[0], RectangleBox[{0, 0}]}, + {GrayLevel[0], RectangleBox[{1, -1}]}, + {RGBColor[0.560181, 0.691569, 0.194885], + RectangleBox[{0, -1}, {2, 1}]}}, + AspectRatio->1, + DefaultBaseStyle->"ColorSwatchGraphics", + Frame->True, + FrameStyle->RGBColor[ + 0.37345400000000006`, 0.461046, 0.12992333333333334`], + FrameTicks->None, + ImageSize-> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification]}], + PlotRangePadding->None], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.560181`", ",", "0.691569`", ",", "0.194885`"}], "]"}], + NumberMarks -> False]], + Appearance->None, + BaseStyle->{}, + BaselinePosition->Baseline, + ButtonFunction:>With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.560181, 0.691569, 0.194885]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], {0, {Left, Bottom}}, { + Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", "EvaluatorQuit"}]]]], + DefaultBaseStyle->{}, + Evaluator->Automatic, + Method->"Preemptive"], + RGBColor[0.560181, 0.691569, 0.194885], + Editable->False, + Selectable->False], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{ + {GrayLevel[0], RectangleBox[{0, 0}]}, + {GrayLevel[0], RectangleBox[{1, -1}]}, + {RGBColor[0.922526, 0.385626, 0.209179], + RectangleBox[{0, -1}, {2, 1}]}}, + AspectRatio->1, + DefaultBaseStyle->"ColorSwatchGraphics", + Frame->True, + FrameStyle->RGBColor[ + 0.6150173333333333, 0.25708400000000003`, 0.13945266666666667`], + FrameTicks->None, + ImageSize-> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification]}], + PlotRangePadding->None], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.922526`", ",", "0.385626`", ",", "0.209179`"}], "]"}], + NumberMarks -> False]], + Appearance->None, + BaseStyle->{}, + BaselinePosition->Baseline, + ButtonFunction:>With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.922526, 0.385626, 0.209179]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], {0, {Left, Bottom}}, { + Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", "EvaluatorQuit"}]]]], + DefaultBaseStyle->{}, + Evaluator->Automatic, + Method->"Preemptive"], + RGBColor[0.922526, 0.385626, 0.209179], + Editable->False, + Selectable->False], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{ + {GrayLevel[0], RectangleBox[{0, 0}]}, + {GrayLevel[0], RectangleBox[{1, -1}]}, + {RGBColor[0.528488, 0.470624, 0.701351], + RectangleBox[{0, -1}, {2, 1}]}}, + AspectRatio->1, + DefaultBaseStyle->"ColorSwatchGraphics", + Frame->True, + FrameStyle->RGBColor[ + 0.3523253333333333, 0.3137493333333333, 0.46756733333333333`], + FrameTicks->None, + ImageSize-> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification]}], + PlotRangePadding->None], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.528488`", ",", "0.470624`", ",", "0.701351`"}], "]"}], + NumberMarks -> False]], + Appearance->None, + BaseStyle->{}, + BaselinePosition->Baseline, + ButtonFunction:>With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.528488, 0.470624, 0.701351]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], {0, {Left, Bottom}}, { + Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", "EvaluatorQuit"}]]]], + DefaultBaseStyle->{}, + Evaluator->Automatic, + Method->"Preemptive"], + RGBColor[0.528488, 0.470624, 0.701351], + Editable->False, + Selectable->False], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{ + {GrayLevel[0], RectangleBox[{0, 0}]}, + {GrayLevel[0], RectangleBox[{1, -1}]}, + {RGBColor[0.772079, 0.431554, 0.102387], + RectangleBox[{0, -1}, {2, 1}]}}, + AspectRatio->1, + DefaultBaseStyle->"ColorSwatchGraphics", + Frame->True, + FrameStyle->RGBColor[ + 0.5147193333333333, 0.28770266666666666`, 0.06825800000000001], + FrameTicks->None, + ImageSize-> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification]}], + PlotRangePadding->None], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.772079`", ",", "0.431554`", ",", "0.102387`"}], "]"}], + NumberMarks -> False]], + Appearance->None, + BaseStyle->{}, + BaselinePosition->Baseline, + ButtonFunction:>With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.772079, 0.431554, 0.102387]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], {0, {Left, Bottom}}, { + Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", "EvaluatorQuit"}]]]], + DefaultBaseStyle->{}, + Evaluator->Automatic, + Method->"Preemptive"], + RGBColor[0.772079, 0.431554, 0.102387], + Editable->False, + Selectable->False], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{ + {GrayLevel[0], RectangleBox[{0, 0}]}, + {GrayLevel[0], RectangleBox[{1, -1}]}, + {RGBColor[0.363898, 0.618501, 0.782349], + RectangleBox[{0, -1}, {2, 1}]}}, + AspectRatio->1, + DefaultBaseStyle->"ColorSwatchGraphics", + Frame->True, + FrameStyle->RGBColor[0.24259866666666668`, 0.412334, 0.521566], + FrameTicks->None, + ImageSize-> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification]}], + PlotRangePadding->None], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.363898`", ",", "0.618501`", ",", "0.782349`"}], "]"}], + NumberMarks -> False]], + Appearance->None, + BaseStyle->{}, + BaselinePosition->Baseline, + ButtonFunction:>With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.363898, 0.618501, 0.782349]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], {0, {Left, Bottom}}, { + Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", "EvaluatorQuit"}]]]], + DefaultBaseStyle->{}, + Evaluator->Automatic, + Method->"Preemptive"], + RGBColor[0.363898, 0.618501, 0.782349], + Editable->False, + Selectable->False], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{ + {GrayLevel[0], RectangleBox[{0, 0}]}, + {GrayLevel[0], RectangleBox[{1, -1}]}, + {RGBColor[1, 0.75, 0], RectangleBox[{0, -1}, {2, 1}]}}, + AspectRatio->1, + DefaultBaseStyle->"ColorSwatchGraphics", + Frame->True, + FrameStyle->RGBColor[0.6666666666666666, 0.5, 0.], + FrameTicks->None, + ImageSize-> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification]}], + PlotRangePadding->None], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"1", ",", "0.75`", ",", "0"}], "]"}], NumberMarks -> False]], + + Appearance->None, + BaseStyle->{}, + BaselinePosition->Baseline, + ButtonFunction:>With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = RGBColor[1, 0.75, 0]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], {0, {Left, Bottom}}, { + Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", "EvaluatorQuit"}]]]], + DefaultBaseStyle->{}, + Evaluator->Automatic, + Method->"Preemptive"], + RGBColor[1, 0.75, 0], + Editable->False, + Selectable->False], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{ + {GrayLevel[0], RectangleBox[{0, 0}]}, + {GrayLevel[0], RectangleBox[{1, -1}]}, + {RGBColor[0.647624, 0.37816, 0.614037], + RectangleBox[{0, -1}, {2, 1}]}}, + AspectRatio->1, + DefaultBaseStyle->"ColorSwatchGraphics", + Frame->True, + FrameStyle->RGBColor[ + 0.4317493333333333, 0.2521066666666667, 0.40935800000000006`], + FrameTicks->None, + ImageSize-> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification]}], + PlotRangePadding->None], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.647624`", ",", "0.37816`", ",", "0.614037`"}], "]"}], + NumberMarks -> False]], + Appearance->None, + BaseStyle->{}, + BaselinePosition->Baseline, + ButtonFunction:>With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.647624, 0.37816, 0.614037]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], {0, {Left, Bottom}}, { + Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", "EvaluatorQuit"}]]]], + DefaultBaseStyle->{}, + Evaluator->Automatic, + Method->"Preemptive"], + RGBColor[0.647624, 0.37816, 0.614037], + Editable->False, + Selectable->False], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{ + {GrayLevel[0], RectangleBox[{0, 0}]}, + {GrayLevel[0], RectangleBox[{1, -1}]}, + {RGBColor[0.571589, 0.586483, 0.], RectangleBox[{0, -1}, {2, 1}]}}, + AspectRatio->1, + DefaultBaseStyle->"ColorSwatchGraphics", + Frame->True, + FrameStyle->RGBColor[0.38105933333333336`, 0.39098866666666665`, 0.], + FrameTicks->None, + ImageSize-> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification]}], + PlotRangePadding->None], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.571589`", ",", "0.586483`", ",", "0.`"}], "]"}], + NumberMarks -> False]], + Appearance->None, + BaseStyle->{}, + BaselinePosition->Baseline, + ButtonFunction:>With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.571589, 0.586483, 0.]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], {0, {Left, Bottom}}, { + Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", "EvaluatorQuit"}]]]], + DefaultBaseStyle->{}, + Evaluator->Automatic, + Method->"Preemptive"], + RGBColor[0.571589, 0.586483, 0.], + Editable->False, + Selectable->False], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{ + {GrayLevel[0], RectangleBox[{0, 0}]}, + {GrayLevel[0], RectangleBox[{1, -1}]}, + {RGBColor[0.915, 0.3325, 0.2125], RectangleBox[{0, -1}, {2, 1}]}}, + AspectRatio->1, + DefaultBaseStyle->"ColorSwatchGraphics", + Frame->True, + FrameStyle->RGBColor[ + 0.6100000000000001, 0.22166666666666668`, 0.14166666666666666`], + FrameTicks->None, + ImageSize-> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification]}], + PlotRangePadding->None], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.915`", ",", "0.3325`", ",", "0.2125`"}], "]"}], + NumberMarks -> False]], + Appearance->None, + BaseStyle->{}, + BaselinePosition->Baseline, + ButtonFunction:>With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.915, 0.3325, 0.2125]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], {0, {Left, Bottom}}, { + Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", "EvaluatorQuit"}]]]], + DefaultBaseStyle->{}, + Evaluator->Automatic, + Method->"Preemptive"], + RGBColor[0.915, 0.3325, 0.2125], + Editable->False, + Selectable->False], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{ + {GrayLevel[0], RectangleBox[{0, 0}]}, + {GrayLevel[0], RectangleBox[{1, -1}]}, + {RGBColor[0.40082222609352647`, 0.5220066643438841, 0.85], + RectangleBox[{0, -1}, {2, 1}]}}, + AspectRatio->1, + DefaultBaseStyle->"ColorSwatchGraphics", + Frame->True, + FrameStyle->RGBColor[ + 0.2672148173956843, 0.34800444289592275`, 0.5666666666666667], + FrameTicks->None, + ImageSize-> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification]}], + PlotRangePadding->None], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{ + "0.40082222609352647`", ",", "0.5220066643438841`", ",", "0.85`"}], + "]"}], NumberMarks -> False]], + Appearance->None, + BaseStyle->{}, + BaselinePosition->Baseline, + ButtonFunction:>With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.40082222609352647`, 0.5220066643438841, 0.85]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], {0, {Left, Bottom}}, { + Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", "EvaluatorQuit"}]]]], + DefaultBaseStyle->{}, + Evaluator->Automatic, + Method->"Preemptive"], + RGBColor[0.40082222609352647`, 0.5220066643438841, 0.85], + Editable->False, + Selectable->False], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{ + {GrayLevel[0], RectangleBox[{0, 0}]}, + {GrayLevel[0], RectangleBox[{1, -1}]}, + {RGBColor[0.9728288904374106, 0.621644452187053, 0.07336199581899142], + RectangleBox[{0, -1}, {2, 1}]}}, + AspectRatio->1, + DefaultBaseStyle->"ColorSwatchGraphics", + Frame->True, + FrameStyle->RGBColor[ + 0.6485525936249404, 0.4144296347913687, 0.048907997212660946`], + FrameTicks->None, + ImageSize-> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification]}], + PlotRangePadding->None], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{ + "0.9728288904374106`", ",", "0.621644452187053`", ",", + "0.07336199581899142`"}], "]"}], NumberMarks -> False]], + Appearance->None, + BaseStyle->{}, + BaselinePosition->Baseline, + ButtonFunction:>With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.9728288904374106, 0.621644452187053, 0.07336199581899142]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], {0, {Left, Bottom}}, { + Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", "EvaluatorQuit"}]]]], + DefaultBaseStyle->{}, + Evaluator->Automatic, + Method->"Preemptive"], + RGBColor[0.9728288904374106, 0.621644452187053, 0.07336199581899142], + Editable->False, + Selectable->False], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{ + {GrayLevel[0], RectangleBox[{0, 0}]}, + {GrayLevel[0], RectangleBox[{1, -1}]}, + {RGBColor[0.736782672705901, 0.358, 0.5030266573755369], + RectangleBox[{0, -1}, {2, 1}]}}, + AspectRatio->1, + DefaultBaseStyle->"ColorSwatchGraphics", + Frame->True, + FrameStyle->RGBColor[ + 0.4911884484706007, 0.23866666666666667`, 0.3353511049170246], + FrameTicks->None, + ImageSize-> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification]}], + PlotRangePadding->None], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{ + "0.736782672705901`", ",", "0.358`", ",", "0.5030266573755369`"}], + "]"}], NumberMarks -> False]], + Appearance->None, + BaseStyle->{}, + BaselinePosition->Baseline, + ButtonFunction:>With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.736782672705901, 0.358, 0.5030266573755369]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], {0, {Left, Bottom}}, { + Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", "EvaluatorQuit"}]]]], + DefaultBaseStyle->{}, + Evaluator->Automatic, + Method->"Preemptive"], + RGBColor[0.736782672705901, 0.358, 0.5030266573755369], + Editable->False, + Selectable->False], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{ + {GrayLevel[0], RectangleBox[{0, 0}]}, + {GrayLevel[0], RectangleBox[{1, -1}]}, + {RGBColor[0.28026441037696703`, 0.715, 0.4292089322474965], + RectangleBox[{0, -1}, {2, 1}]}}, + AspectRatio->1, + DefaultBaseStyle->"ColorSwatchGraphics", + Frame->True, + FrameStyle->RGBColor[ + 0.18684294025131137`, 0.4766666666666667, 0.2861392881649977], + FrameTicks->None, + ImageSize-> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ + Magnification]}], + PlotRangePadding->None], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{ + "0.28026441037696703`", ",", "0.715`", ",", "0.4292089322474965`"}], + "]"}], NumberMarks -> False]], + Appearance->None, + BaseStyle->{}, + BaselinePosition->Baseline, + ButtonFunction:>With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.28026441037696703`, 0.715, 0.4292089322474965]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], {0, {Left, Bottom}}, { + Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", "EvaluatorQuit"}]]]], + DefaultBaseStyle->{}, + Evaluator->Automatic, + Method->"Preemptive"], + RGBColor[0.28026441037696703`, 0.715, 0.4292089322474965], + Editable->False, + Selectable->False]}], "}"}]], "Output", + CellChangeTimes->{{3.785048598454445*^9, 3.7850486121743803`*^9}, + 3.7850492534864817`*^9, 3.7850518797807217`*^9, 3.7851593453111877`*^9, + 3.788525055881117*^9, 3.788588576142179*^9, 3.789016362482636*^9, + 3.7891011551402693`*^9, 3.7971326144003468`*^9, 3.799112667826545*^9, + 3.799113935678566*^9, 3.799119920100224*^9, 3.79912099675138*^9, + 3.799121678020488*^9, 3.79912196315336*^9, 3.7991220841956873`*^9, { + 3.799122272245305*^9, 3.799122300399253*^9}, 3.7999767529044247`*^9, + 3.799978668727622*^9}, + CellLabel->"Out[10]=",ExpressionUUID->"aeaa5baf-2d53-4faa-9a7a-1ee66abe1d06"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{ + RowBox[{"(*", " ", "*)"}], "\n", + RowBox[{ + RowBox[{"(", + RowBox[{"sxsdirs", "=", + RowBox[{ + RowBox[{"Select", "[", + RowBox[{ + RowBox[{"FileNames", "[", + RowBox[{"\"\<*\>\"", ",", "sxsdir"}], "]"}], ",", + RowBox[{ + RowBox[{"DirectoryQ", "[", "#", "]"}], "&"}]}], "]"}], "[", + RowBox[{"[", + RowBox[{"1", ";;", + RowBox[{"-", "5"}]}], "]"}], "]"}]}], ")"}], "//", + "TableForm"}]}]], "Code", + CellChangeTimes->{{3.717135764179719*^9, 3.717135771837091*^9}, { + 3.717136518068968*^9, 3.717136528523479*^9}, {3.717136777761176*^9, + 3.717136778183365*^9}, {3.717216436664942*^9, 3.717216448048617*^9}, { + 3.762057906843172*^9, 3.762057909124419*^9}, {3.779544702143293*^9, + 3.779544704677383*^9}, {3.78505268757415*^9, 3.785052688586061*^9}, { + 3.799113436921254*^9, 3.799113502782955*^9}}, + CellLabel->"In[14]:=",ExpressionUUID->"160a98f6-db7f-41d8-9082-7c465d32638e"], + +Cell[BoxData[ + TagBox[ + TagBox[GridBox[{ + {"\<\"/Users/xisco/SXS/0031\"\>"}, + {"\<\"/Users/xisco/SXS/0121\"\>"}, + {"\<\"/Users/xisco/SXS/019\"\>"}, + {"\<\"/Users/xisco/SXS/0202\"\>"}, + {"\<\"/Users/xisco/SXS/BBH_CFMS_d11.4_q9_sA_0_0_0_sB_0_0_0\"\>"}, + {"\<\"/Users/xisco/SXS/BBH_CFMS_d12.2_q7_sA_0_0_0_sB_0_0_0\"\>"}, + {"\<\"/Users/xisco/SXS/BBH_CFMS_d12.5_q8.27_sA_0_0_0_sB_0_0_0\"\>"}, + {"\<\"/Users/xisco/SXS/BBH_CFMS_d12.6_q4_sA_0_0_0_sB_0_0_0\"\>"}, + {"\<\"/Users/xisco/SXS/BBH_CFMS_d13_q10_sA_0_0_0_sB_0_0_0\"\>"}, + {"\<\"/Users/xisco/SXS/BBH_CFMS_d14.5_q5.50_sA_0_0_0_sB_0_0_0\"\>"}, + {"\<\"/Users/xisco/SXS/BBH_CFMS_d15.9_q3.50_sA_0_0_0_sB_0_0_0\"\>"}, + {"\<\"/Users/xisco/SXS/BBH_CFMS_d16.9_q2.50_sA_0_0_0_sB_0_0_0\"\>"}, + {"\<\"/Users/xisco/SXS/BBH_SKS_d12.7_q1.25_sA_0_0_0_sB_0_0_0\"\>"}, + {"\<\"/Users/xisco/SXS/BBH_SKS_d14.3_q1.22_sA_0_0_0.330_sB_0_0_-0.440\"\>\ +"}, + {"\<\"/Users/xisco/SXS/BBH_SKS_d14_q6_sA_0_0_0_sB_0_0_0\"\>"}, + {"\<\"/Users/xisco/SXS/BBH_SKS_d15.2_q4_sA_0_0_0_sB_0_0_0\"\>"}, + {"\<\"/Users/xisco/SXS/BBH_SKS_d15.5_q2.51_sA_0_0_0_sB_0_0_0\"\>"}, + {"\<\"/Users/xisco/SXS/BBH_SKS_d15.6_q1.83_sA_0_0_0_sB_0_0_0\"\>"}, + {"\<\"/Users/xisco/SXS/BBH_SKS_d15_q2.32_sA_0_0_0_sB_0_0_0\"\>"}, + {"\<\"/Users/xisco/SXS/BBH_SKS_d16.2_q3_sA_0_0_0_sB_0_0_0\"\>"}, + {"\<\"/Users/xisco/SXS/d13.0_q8.0_s0_0_-0.5_s0\"\>"}, + {"\<\"/Users/xisco/SXS/d13_q2_sA_0_0_0_sB_0_0_0\"\>"}, + {"\<\"/Users/xisco/SXS/d13_q6_sA_0_0_0_sB_0_0_0\"\>"}, + {"\<\"/Users/xisco/SXS/d14.0_q3.0_s0_0_0_s0_0_0\"\>"}, + {"\<\"/Users/xisco/SXS/d15.0_q5.0_s0_0_0_s0Ecc2em3\"\>"}, + {"\<\"/Users/xisco/SXS/d18.0_q1.0_s0_0_0_s0_0_0E1\"\>"}, + {"\<\"/Users/xisco/SXS/d18.0_q1.0_s0_0_0_s0_0_0F1\"\>"}, + {"\<\"/Users/xisco/SXS/d18.0_q1.5_s0_0_0_s0_0_0\"\>"} + }, + GridBoxAlignment->{"Columns" -> {{Left}}, "Rows" -> {{Baseline}}}, + GridBoxSpacings->{"Columns" -> { + Offset[0.27999999999999997`], { + Offset[0.5599999999999999]}, + Offset[0.27999999999999997`]}, "Rows" -> { + Offset[0.2], { + Offset[0.4]}, + Offset[0.2]}}], + Column], + Function[BoxForm`e$, + TableForm[BoxForm`e$]]]], "Output", + CellChangeTimes->{ + 3.799113437230446*^9, {3.79911347843753*^9, 3.799113503142103*^9}, + 3.7991139357851152`*^9, 3.799119921135962*^9, 3.7991209973461437`*^9, + 3.799121678193123*^9, 3.7991219633111563`*^9, 3.79912208429184*^9, { + 3.7991222723759747`*^9, 3.79912230068931*^9}, 3.799976753017556*^9, + 3.799978669259446*^9}, + CellLabel-> + "Out[14]//TableForm=",ExpressionUUID->"3323638b-b60e-4b31-964d-\ +ee00fd01520d"] +}, Open ]] +}, Closed]], + +Cell[CellGroupData[{ + +Cell["Imports", "Subsection", + CellChangeTimes->{{3.7991159558445053`*^9, + 3.799115957130929*^9}},ExpressionUUID->"3202dbfe-b87c-4329-93bf-\ +a95423d0778e"], + +Cell[BoxData[ + RowBox[{"(*", " ", + RowBox[{ + "Import", " ", "all", " ", "the", " ", "modes", " ", "you", " ", "want", + " ", "to", " ", "use"}], " ", "*)"}]], "Input", + CellChangeTimes->{{3.799115973296041*^9, 3.799116001980762*^9}}, + CellLabel->"In[15]:=",ExpressionUUID->"7af738e7-6341-43dc-9500-b0e22c131bd5"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"modes", "=", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"2", ",", "2"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2", ",", "1"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3", ",", "3"}], "}"}]}], "}"}]}]], "Input", + CellChangeTimes->{{3.7999781740825043`*^9, 3.799978192470834*^9}}, + CellLabel->"In[16]:=",ExpressionUUID->"d9b9c755-a8f2-48fd-bbb6-6feae0d27e6c"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"2", ",", "2"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2", ",", "1"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3", ",", "3"}], "}"}]}], "}"}]], "Output", + CellChangeTimes->{{3.799978174937457*^9, 3.799978193712779*^9}, + 3.7999786693283367`*^9}, + CellLabel->"Out[16]=",ExpressionUUID->"3eb6bf31-8069-4ae3-a808-208e2c25ec06"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"modesn", "=", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"2", ",", "2", ",", "0"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2", ",", "2", ",", "1"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2", ",", "1", ",", "0"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2", ",", "1", ",", "1"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3", ",", "3", ",", "0"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3", ",", "3", ",", "1"}], "}"}], ",", + RowBox[{"{", + RowBox[{"4", ",", "4", ",", "0"}], "}"}], ",", + RowBox[{"{", + RowBox[{"4", ",", "4", ",", "1"}], "}"}]}], "}"}]}]], "Input", + CellChangeTimes->{{3.799116007730418*^9, 3.7991160596093693`*^9}, { + 3.799978198414418*^9, 3.799978215786942*^9}, {3.799987126220006*^9, + 3.7999871315740137`*^9}}, + CellLabel-> + "In[1016]:=",ExpressionUUID->"768daf9a-1cd6-49d3-a4c8-f7577bcb4bda"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"2", ",", "2", ",", "0"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2", ",", "2", ",", "1"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2", ",", "1", ",", "0"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2", ",", "1", ",", "1"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3", ",", "3", ",", "0"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3", ",", "3", ",", "1"}], "}"}], ",", + RowBox[{"{", + RowBox[{"4", ",", "4", ",", "0"}], "}"}], ",", + RowBox[{"{", + RowBox[{"4", ",", "4", ",", "1"}], "}"}]}], "}"}]], "Output", + CellChangeTimes->{ + 3.79911601067693*^9, 3.799116060371315*^9, 3.799119927757023*^9, + 3.799121680059918*^9, 3.799121963388822*^9, 3.799122084363244*^9, { + 3.799122272462105*^9, 3.799122300781939*^9}, 3.799976753028037*^9, + 3.799978216152701*^9, 3.799978669336286*^9, 3.7999871323433247`*^9}, + CellLabel-> + "Out[1016]=",ExpressionUUID->"9abd8b3a-d4b7-4218-88f4-636105079151"] +}, Open ]], + +Cell[BoxData[ + RowBox[{"(*", " ", + RowBox[{"Files", " ", "for", " ", "the", " ", "modes"}], " ", + "*)"}]], "Input", + CellChangeTimes->{{3.7991172206058073`*^9, 3.799117232783996*^9}}, + CellLabel->"In[18]:=",ExpressionUUID->"16813d52-4a08-4c3b-b4d9-cf6a7c404040"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"Modefiles", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"notdir", "<>", "\"\<l\>\"", "<>", + RowBox[{"ToString", "[", + RowBox[{"modesn", "[", + RowBox[{"[", + RowBox[{"j", ",", "1"}], "]"}], "]"}], "]"}], "<>", "\"\</n\>\"", "<>", + RowBox[{"ToString", "[", + RowBox[{ + RowBox[{"modesn", "[", + RowBox[{"[", + RowBox[{"j", ",", "3"}], "]"}], "]"}], "+", "1"}], "]"}], "<>", + "\"\<l\>\"", "<>", + RowBox[{"ToString", "[", + RowBox[{"modesn", "[", + RowBox[{"[", + RowBox[{"j", ",", "1"}], "]"}], "]"}], "]"}], "<>", "\"\<m\>\"", "<>", + RowBox[{"ToString", "[", + RowBox[{"modesn", "[", + RowBox[{"[", + RowBox[{"j", ",", "2"}], "]"}], "]"}], "]"}], "<>", "\"\<.dat\>\""}], + ",", + RowBox[{"{", + RowBox[{"j", ",", + RowBox[{"Length", "@", "modesn"}]}], "}"}]}], "]"}]}]], "Input", + CellChangeTimes->{{3.799116066718706*^9, 3.799116183969667*^9}, { + 3.799116221329751*^9, 3.799116223632145*^9}, {3.7991162786627827`*^9, + 3.799116285885654*^9}, {3.7991163534374104`*^9, 3.79911639784995*^9}, { + 3.799116694401691*^9, 3.7991167077116737`*^9}, {3.7999865078806133`*^9, + 3.799986510112637*^9}}, + CellLabel-> + "In[1018]:=",ExpressionUUID->"79b3f4ac-23b5-4bd9-a14e-6a44185c101d"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{"\<\"/Users/xisco/git/rdstackingproject/l2/n1l2m2.dat\"\>", + ",", "\<\"/Users/xisco/git/rdstackingproject/l2/n2l2m2.dat\"\>", + ",", "\<\"/Users/xisco/git/rdstackingproject/l2/n1l2m1.dat\"\>", + ",", "\<\"/Users/xisco/git/rdstackingproject/l2/n2l2m1.dat\"\>", + ",", "\<\"/Users/xisco/git/rdstackingproject/l3/n1l3m3.dat\"\>", + ",", "\<\"/Users/xisco/git/rdstackingproject/l3/n2l3m3.dat\"\>", + ",", "\<\"/Users/xisco/git/rdstackingproject/l4/n1l4m4.dat\"\>", + ",", "\<\"/Users/xisco/git/rdstackingproject/l4/n2l4m4.dat\"\>"}], + "}"}]], "Output", + CellChangeTimes->{ + 3.799116184826573*^9, 3.799116224061639*^9, 3.7991162873873873`*^9, + 3.799116355402153*^9, 3.799116398123296*^9, {3.799116696222416*^9, + 3.799116708064439*^9}, 3.799119929262824*^9, 3.799121680129674*^9, + 3.7991219634626427`*^9, 3.799122084375304*^9, {3.799122272555999*^9, + 3.799122300874164*^9}, 3.799976753071356*^9, 3.7999782204541492`*^9, + 3.799978669645399*^9, 3.799986404947899*^9, 3.79998713502036*^9, + 3.79998719465306*^9}, + CellLabel-> + "Out[1018]=",ExpressionUUID->"78bb5154-5944-4294-ae86-bcd4caf38f16"] +}, Open ]], + +Cell[BoxData[ + RowBox[{"(*", " ", + RowBox[{"Import", " ", "modes", " ", "data"}], " ", "*)"}]], "Input", + CellChangeTimes->{{3.7991172206058073`*^9, 3.799117246337256*^9}}, + CellLabel->"In[20]:=",ExpressionUUID->"4bff1002-cc80-497d-a78f-63685f2d3e92"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"Modedata", "=", + RowBox[{"Partition", "[", + RowBox[{ + RowBox[{"Import", "/@", "Modefiles"}], ",", "2"}], "]"}]}], + ";"}]], "Input", + CellChangeTimes->{{3.799117127671782*^9, 3.799117133283991*^9}, { + 3.7999865353285923`*^9, 3.799986541049069*^9}}, + CellLabel-> + "In[1019]:=",ExpressionUUID->"b0e62724-0116-4f6c-98de-0904f8d188c7"] +}, Closed]] +}, Open ]], + +Cell[CellGroupData[{ + +Cell["Load data", "Section", + CellChangeTimes->{{3.780657083924159*^9, + 3.7806570852359457`*^9}},ExpressionUUID->"979c8ab4-52f4-488b-95f4-\ +e9c43f4624ef"], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{"mysxscase", "=", + RowBox[{"SXSParClassification", "[", + RowBox[{"sxsdirs", ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", "\"\<Non-Precessing\>\"", "}"}], ",", + RowBox[{"{", + RowBox[{"\"\<\[Chi]1\>\"", ",", "\"\<#<0.01\>\""}], "}"}], ",", + RowBox[{"{", + RowBox[{"\"\<\[Chi]2\>\"", ",", "\"\<#<0.01\>\""}], "}"}]}], + "}"}]}], "]"}]}], ")"}], ";"}], "\n", + RowBox[{"(*", + RowBox[{ + RowBox[{"If", "[", + RowBox[{"True", ",", + RowBox[{"mysxscase", "=", + RowBox[{"Join", "[", + RowBox[{"sxsdirs", ",", + RowBox[{"{", + RowBox[{ + "\"\</Users/xisco/SXS/d13.0_q8.0_s0_0_-0.5_s0\>\"", ",", + "\"\</Users/xisco/SXS/BBH_SKS_d14.3_q1.22_sA_0_0_0.330_sB_0_0_-0.\ +440\>\""}], "}"}]}], "]"}]}]}], "]"}], ";"}], "*)"}]}], "\n", + RowBox[{"mysxscase", "//", "TableForm"}]}], "Code", + CellChangeTimes->{{3.71721646622243*^9, 3.717216472004093*^9}, { + 3.7172238332578897`*^9, 3.7172238699527483`*^9}, {3.7172239989120007`*^9, + 3.717223999908312*^9}, {3.717230827569207*^9, 3.7172308284476624`*^9}, { + 3.717233966560224*^9, 3.717233966743574*^9}, 3.762057923479889*^9, { + 3.762681745081925*^9, 3.7626817794296007`*^9}, {3.780657094943597*^9, + 3.7806571358163*^9}, {3.7806571832444267`*^9, 3.780657187189555*^9}, { + 3.7806578484878902`*^9, 3.780657848867963*^9}, {3.780659833457259*^9, + 3.780659836246613*^9}, {3.780660640046773*^9, 3.78066064206973*^9}, { + 3.780661646411726*^9, 3.780661646879354*^9}, {3.780913288356831*^9, + 3.780913387974587*^9}, 3.7818555627480173`*^9, {3.783321967211491*^9, + 3.7833220127472067`*^9}, {3.784027165590767*^9, 3.7840271672309313`*^9}, + 3.784353890598329*^9, {3.7843551833182783`*^9, 3.78435520864695*^9}, + 3.784355247147956*^9, {3.7843621403615932`*^9, 3.784362141156205*^9}, + 3.784371344785413*^9, {3.7843765989915533`*^9, 3.784376605965968*^9}, { + 3.787034919688118*^9, 3.787034923025988*^9}, {3.787397374636879*^9, + 3.7873973751515093`*^9}, {3.7873974068853683`*^9, 3.787397421761013*^9}, { + 3.7874666348812733`*^9, 3.7874666372894707`*^9}, {3.7874906596488*^9, + 3.787490659860198*^9}, {3.7970704676888657`*^9, 3.7970704679516287`*^9}, { + 3.799978185881291*^9, 3.799978189214223*^9}}, + CellLabel->"In[22]:=",ExpressionUUID->"b9a8334d-da4b-48b6-87d7-d26171f572c6"], + +Cell[CellGroupData[{ + +Cell[BoxData["\<\"Classification Input Variables. Examples: {{'MassRatio', \ +'0.99<#<1.1'}},{{'Distance', '#>16'}},{{'Orbits', \ +'#>25'}},{{'Precessing'}},\\n{{'Non-Precessing'}},{{'High-Spin'}},{{'\[Chi]\ +eff','#>0.6'}},{{'\[Chi]1','#>0.6'}},{{'\[Chi]2','#>0.6'}},{{'Unequal'}}\"\>"]\ +, "Print", + CellChangeTimes->{3.797070479282527*^9, 3.7971409522994633`*^9, + 3.797141251754541*^9, 3.797154178255505*^9, 3.797154950052059*^9, + 3.797161048386079*^9, 3.7972242083547*^9, 3.799976773750716*^9, + 3.799978189726534*^9, 3.7999786757322197`*^9}, + CellLabel-> + "During evaluation of \ +In[22]:=",ExpressionUUID->"9b920fcb-2c50-4441-a20c-c882319d7e46"], + +Cell[BoxData["\<\"Take care! Some of the sxs file names are not consistent \ +with the metadata files\"\>"], "Print", + CellChangeTimes->{3.797070479282527*^9, 3.7971409522994633`*^9, + 3.797141251754541*^9, 3.797154178255505*^9, 3.797154950052059*^9, + 3.797161048386079*^9, 3.7972242083547*^9, 3.799976773750716*^9, + 3.799978189726534*^9, 3.7999786757349367`*^9}, + CellLabel-> + "During evaluation of \ +In[22]:=",ExpressionUUID->"de6944d0-5cfe-42bf-8936-bdd49d9194f0"], + +Cell[BoxData["\<\"The spin definition is consitent with 'initial-spin' values \ +and not relaxed ones\"\>"], "Print", + CellChangeTimes->{3.797070479282527*^9, 3.7971409522994633`*^9, + 3.797141251754541*^9, 3.797154178255505*^9, 3.797154950052059*^9, + 3.797161048386079*^9, 3.7972242083547*^9, 3.799976773750716*^9, + 3.799978189726534*^9, 3.799978675739637*^9}, + CellLabel-> + "During evaluation of \ +In[22]:=",ExpressionUUID->"2f1ce847-e339-4877-a348-21882f709daf"], + +Cell[BoxData["\<\"The mass definition is consitent with 'initial-mass' values \ +and not relaxed ones\"\>"], "Print", + CellChangeTimes->{3.797070479282527*^9, 3.7971409522994633`*^9, + 3.797141251754541*^9, 3.797154178255505*^9, 3.797154950052059*^9, + 3.797161048386079*^9, 3.7972242083547*^9, 3.799976773750716*^9, + 3.799978189726534*^9, 3.799978675741675*^9}, + CellLabel-> + "During evaluation of \ +In[22]:=",ExpressionUUID->"2fecaf32-ce44-44df-9c7b-56422a6dba71"] +}, Open ]], + +Cell[BoxData[ + TagBox[ + TagBox[GridBox[{ + {"\<\"/Users/xisco/SXS/d18.0_q1.0_s0_0_0_s0_0_0E1\"\>"}, + {"\<\"/Users/xisco/SXS/d18.0_q1.0_s0_0_0_s0_0_0F1\"\>"}, + {"\<\"/Users/xisco/SXS/BBH_SKS_d12.7_q1.25_sA_0_0_0_sB_0_0_0\"\>"}, + {"\<\"/Users/xisco/SXS/d18.0_q1.5_s0_0_0_s0_0_0\"\>"}, + {"\<\"/Users/xisco/SXS/BBH_SKS_d15.6_q1.83_sA_0_0_0_sB_0_0_0\"\>"}, + {"\<\"/Users/xisco/SXS/d13_q2_sA_0_0_0_sB_0_0_0\"\>"}, + {"\<\"/Users/xisco/SXS/BBH_SKS_d15_q2.32_sA_0_0_0_sB_0_0_0\"\>"}, + {"\<\"/Users/xisco/SXS/BBH_CFMS_d16.9_q2.50_sA_0_0_0_sB_0_0_0\"\>"}, + {"\<\"/Users/xisco/SXS/BBH_SKS_d15.5_q2.51_sA_0_0_0_sB_0_0_0\"\>"}, + {"\<\"/Users/xisco/SXS/BBH_SKS_d16.2_q3_sA_0_0_0_sB_0_0_0\"\>"}, + {"\<\"/Users/xisco/SXS/d14.0_q3.0_s0_0_0_s0_0_0\"\>"}, + {"\<\"/Users/xisco/SXS/BBH_CFMS_d15.9_q3.50_sA_0_0_0_sB_0_0_0\"\>"}, + {"\<\"/Users/xisco/SXS/BBH_CFMS_d12.6_q4_sA_0_0_0_sB_0_0_0\"\>"}, + {"\<\"/Users/xisco/SXS/BBH_SKS_d15.2_q4_sA_0_0_0_sB_0_0_0\"\>"}, + {"\<\"/Users/xisco/SXS/d15.0_q5.0_s0_0_0_s0Ecc2em3\"\>"}, + {"\<\"/Users/xisco/SXS/BBH_CFMS_d14.5_q5.50_sA_0_0_0_sB_0_0_0\"\>"}, + {"\<\"/Users/xisco/SXS/BBH_SKS_d14_q6_sA_0_0_0_sB_0_0_0\"\>"}, + {"\<\"/Users/xisco/SXS/d13_q6_sA_0_0_0_sB_0_0_0\"\>"}, + {"\<\"/Users/xisco/SXS/BBH_CFMS_d12.2_q7_sA_0_0_0_sB_0_0_0\"\>"}, + {"\<\"/Users/xisco/SXS/BBH_CFMS_d12.5_q8.27_sA_0_0_0_sB_0_0_0\"\>"}, + {"\<\"/Users/xisco/SXS/BBH_CFMS_d11.4_q9_sA_0_0_0_sB_0_0_0\"\>"}, + {"\<\"/Users/xisco/SXS/BBH_CFMS_d13_q10_sA_0_0_0_sB_0_0_0\"\>"} + }, + GridBoxAlignment->{"Columns" -> {{Left}}, "Rows" -> {{Baseline}}}, + GridBoxSpacings->{"Columns" -> { + Offset[0.27999999999999997`], { + Offset[0.5599999999999999]}, + Offset[0.27999999999999997`]}, "Rows" -> { + Offset[0.2], { + Offset[0.4]}, + Offset[0.2]}}], + Column], + Function[BoxForm`e$, + TableForm[BoxForm`e$]]]], "Output", + CellChangeTimes->{ + 3.787397422561969*^9, 3.787465933485211*^9, {3.787466630792873*^9, + 3.787466637946035*^9}, 3.787479919042698*^9, {3.787490649509584*^9, + 3.787490660450213*^9}, 3.787571430016654*^9, 3.7876518309255753`*^9, + 3.789732962230241*^9, 3.7898790218079157`*^9, 3.789879097957384*^9, + 3.789885703722136*^9, 3.790506847828912*^9, 3.790664637146633*^9, + 3.791870434473263*^9, 3.792308388509675*^9, 3.792387687191895*^9, + 3.792735813001947*^9, 3.7947178370851917`*^9, 3.79479942004825*^9, + 3.795505043978116*^9, 3.795605371416003*^9, 3.795926316302313*^9, + 3.796090999367597*^9, 3.796350168678056*^9, 3.796362416215909*^9, + 3.796362765787345*^9, 3.796362804829533*^9, 3.796540976877955*^9, + 3.7969656626810513`*^9, 3.796989360320381*^9, 3.7969913142894583`*^9, + 3.7969914405300426`*^9, {3.797070468537587*^9, 3.797070479507988*^9}, + 3.7971409524918633`*^9, 3.797141251934031*^9, 3.797154178393955*^9, + 3.797154950201194*^9, 3.797161048508236*^9, 3.797224208583591*^9, + 3.7999767740687943`*^9, 3.799978189846706*^9, 3.7999786759401217`*^9}, + CellLabel-> + "Out[23]//TableForm=",ExpressionUUID->"4b78bc20-ac63-4796-a336-\ +d925c09ab128"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{ + RowBox[{ + RowBox[{"mysxscaserh", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"FileNames", "[", + RowBox[{"\"\<*rhO*\>\"", ",", + RowBox[{"mysxscase", "[", + RowBox[{"[", "i", "]"}], "]"}], ",", "2"}], "]"}], "[", + RowBox[{"[", + RowBox[{"-", "1"}], "]"}], "]"}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Length", "@", "mysxscase"}]}], "}"}]}], "]"}]}], ";"}], + "\[IndentingNewLine]", + RowBox[{"(*", + RowBox[{"mysxscaserh", "=", + RowBox[{"Flatten", "[", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"FileNames", "[", + RowBox[{"\"\<*rMPsi*\>\"", ",", + RowBox[{"mysxscase", "[", + RowBox[{"[", "i", "]"}], "]"}], ",", "2"}], "]"}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Length", "@", "mysxscase"}]}], "}"}]}], "]"}], "]"}]}], + "*)"}]}], "\n", + RowBox[{ + RowBox[{"mysxscaserh", "=", + RowBox[{"Flatten", "[", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"FileNames", "[", + RowBox[{"\"\<*rMPsi*\>\"", ",", + RowBox[{"mysxscase", "[", + RowBox[{"[", "i", "]"}], "]"}], ",", "2"}], "]"}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Length", "@", "mysxscase"}]}], "}"}]}], "]"}], "]"}]}], + ";"}], "\n", + RowBox[{ + RowBox[{"mysxscaserh", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"FileNames", "[", + RowBox[{"\"\<*rhO*\>\"", ",", + RowBox[{"mysxscase", "[", + RowBox[{"[", "i", "]"}], "]"}], ",", "2"}], "]"}], "[", + RowBox[{"[", + RowBox[{"-", "1"}], "]"}], "]"}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Length", "@", "mysxscase"}]}], "}"}]}], "]"}]}], + ";"}], "\n", + RowBox[{"mysxscasemetafile", "=", + RowBox[{"Flatten", "[", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"FileNames", "[", + RowBox[{"\"\<metadata.txt\>\"", ",", + RowBox[{"FileNameDrop", "[", + RowBox[{ + RowBox[{"mysxscaserh", "[", + RowBox[{"[", "i", "]"}], "]"}], ",", + RowBox[{"-", "2"}]}], "]"}], ",", "2"}], "]"}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Length", "@", "mysxscaserh"}]}], "}"}]}], "]"}], + "]"}]}]}], "Code", + CellChangeTimes->{ + 3.71714565326084*^9, {3.717216492175115*^9, 3.71721650261952*^9}, { + 3.717223876329924*^9, 3.717223876601008*^9}, {3.717233944513124*^9, + 3.717233958472711*^9}, {3.77000148377827*^9, 3.770001483895461*^9}, { + 3.770089594441771*^9, 3.7700896091594048`*^9}, {3.770091181515603*^9, + 3.770091181662176*^9}, {3.770091214426573*^9, 3.770091214585648*^9}, { + 3.770092858390904*^9, 3.770092858508835*^9}, {3.770096730341798*^9, + 3.770096740949168*^9}, {3.772428168100793*^9, 3.772428170608094*^9}, { + 3.772428408521916*^9, 3.7724284091136923`*^9}, {3.772430667886035*^9, + 3.772430670003887*^9}, {3.772885188569561*^9, 3.772885188844552*^9}, { + 3.77294957315034*^9, 3.772949625242341*^9}, {3.780657272404517*^9, + 3.780657289354978*^9}, {3.7806574788546762`*^9, 3.780657514842185*^9}, { + 3.780658942061627*^9, 3.7806589464723043`*^9}, {3.78065899243829*^9, + 3.7806590225982018`*^9}, {3.780659103983962*^9, 3.780659113652605*^9}, { + 3.780659151308901*^9, 3.780659176410843*^9}, {3.7806592992997093`*^9, + 3.780659330798287*^9}, {3.780659377700718*^9, 3.780659459436825*^9}, { + 3.780659505156447*^9, 3.780659516456545*^9}, {3.7806595519997473`*^9, + 3.780659564434874*^9}, {3.7806596247182083`*^9, 3.780659634199651*^9}, { + 3.785220426671145*^9, 3.7852204280518923`*^9}, {3.785220502093192*^9, + 3.785220512822633*^9}, {3.785221905640362*^9, 3.785221915996423*^9}, { + 3.7852246244691343`*^9, 3.785224626352751*^9}, 3.787383129855773*^9, { + 3.787465938792197*^9, 3.78746594099861*^9}, {3.789880666921463*^9, + 3.7898806672017393`*^9}, {3.789883716393527*^9, 3.789883716667725*^9}, + 3.790507467476893*^9}, + CellLabel->"In[24]:=",ExpressionUUID->"87a21a2c-5348-43ca-ade2-29d6cf95f2c1"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{"\<\"/Users/xisco/SXS/d18.0_q1.0_s0_0_0_s0_0_0E1/Lev5/metadata.txt\"\ +\>", ",", \ +"\<\"/Users/xisco/SXS/d18.0_q1.0_s0_0_0_s0_0_0F1/Lev5/metadata.txt\"\>", + ",", "\<\"/Users/xisco/SXS/BBH_SKS_d12.7_q1.25_sA_0_0_0_sB_0_0_0/Lev3/\ +metadata.txt\"\>", + ",", "\<\"/Users/xisco/SXS/d18.0_q1.5_s0_0_0_s0_0_0/Lev6/metadata.txt\"\>", + ",", "\<\"/Users/xisco/SXS/BBH_SKS_d15.6_q1.83_sA_0_0_0_sB_0_0_0/Lev3/\ +metadata.txt\"\>", + ",", "\<\"/Users/xisco/SXS/d13_q2_sA_0_0_0_sB_0_0_0/metadata.txt\"\>", + ",", "\<\"/Users/xisco/SXS/BBH_SKS_d15_q2.32_sA_0_0_0_sB_0_0_0/Lev3/\ +metadata.txt\"\>", + ",", "\<\"/Users/xisco/SXS/BBH_CFMS_d16.9_q2.50_sA_0_0_0_sB_0_0_0/Lev5/\ +metadata.txt\"\>", + ",", "\<\"/Users/xisco/SXS/BBH_SKS_d15.5_q2.51_sA_0_0_0_sB_0_0_0/Lev3/\ +metadata.txt\"\>", + ",", "\<\"/Users/xisco/SXS/BBH_SKS_d16.2_q3_sA_0_0_0_sB_0_0_0/Lev4/\ +metadata.txt\"\>", + ",", "\<\"/Users/xisco/SXS/d14.0_q3.0_s0_0_0_s0_0_0/Lev5/metadata.txt\"\>", + ",", "\<\"/Users/xisco/SXS/BBH_CFMS_d15.9_q3.50_sA_0_0_0_sB_0_0_0/Lev4/\ +metadata.txt\"\>", + ",", "\<\"/Users/xisco/SXS/BBH_CFMS_d12.6_q4_sA_0_0_0_sB_0_0_0/metadata.\ +txt\"\>", + ",", "\<\"/Users/xisco/SXS/BBH_SKS_d15.2_q4_sA_0_0_0_sB_0_0_0/Lev2/\ +metadata.txt\"\>", + ",", "\<\"/Users/xisco/SXS/d15.0_q5.0_s0_0_0_s0Ecc2em3/Lev5/metadata.txt\"\ +\>", ",", \ +"\<\"/Users/xisco/SXS/BBH_CFMS_d14.5_q5.50_sA_0_0_0_sB_0_0_0/Lev5/metadata.\ +txt\"\>", + ",", "\<\"/Users/xisco/SXS/BBH_SKS_d14_q6_sA_0_0_0_sB_0_0_0/Lev4/metadata.\ +txt\"\>", + ",", "\<\"/Users/xisco/SXS/d13_q6_sA_0_0_0_sB_0_0_0/Lev5/metadata.txt\"\>", + ",", "\<\"/Users/xisco/SXS/BBH_CFMS_d12.2_q7_sA_0_0_0_sB_0_0_0/Lev5/\ +metadata.txt\"\>", + ",", "\<\"/Users/xisco/SXS/BBH_CFMS_d12.5_q8.27_sA_0_0_0_sB_0_0_0/Lev3/\ +metadata.txt\"\>", + ",", "\<\"/Users/xisco/SXS/BBH_CFMS_d11.4_q9_sA_0_0_0_sB_0_0_0/Lev5/\ +metadata.txt\"\>", + ",", "\<\"/Users/xisco/SXS/BBH_CFMS_d13_q10_sA_0_0_0_sB_0_0_0/Lev5/\ +metadata.txt\"\>"}], "}"}]], "Output", + CellChangeTimes->{{3.717216498380938*^9, 3.7172165029748363`*^9}, + 3.7172194183959084`*^9, 3.717219451757556*^9, 3.7172210443770657`*^9, + 3.717221284233238*^9, 3.717223885556622*^9, 3.71723083183225*^9, + 3.7172308731861277`*^9, {3.717233930309966*^9, 3.717233959115399*^9}, + 3.717234265666395*^9, 3.717389810564118*^9, 3.717397796938533*^9, + 3.717409087835437*^9, 3.719042267675703*^9, 3.719725716500965*^9, + 3.720497982239339*^9, 3.720601796148543*^9, 3.7620579313020773`*^9, + 3.7621713078981047`*^9, 3.762185875336357*^9, 3.762230696430828*^9, + 3.762579690340506*^9, 3.762579774070689*^9, 3.76260245990764*^9, + 3.762603825455809*^9, 3.762681789861004*^9, 3.762681826567923*^9, + 3.764310836001659*^9, 3.76439221450559*^9, 3.764406818443306*^9, + 3.7644071506895514`*^9, 3.7644169407193203`*^9, 3.764471034222904*^9, + 3.7645023104911823`*^9, 3.7645131854137583`*^9, 3.764567390841213*^9, + 3.7685680107885113`*^9, 3.768572298355291*^9, 3.768645827647299*^9, + 3.768649839712215*^9, 3.76870184589828*^9, 3.76870653364054*^9, + 3.7688823539170313`*^9, 3.768909643980805*^9, 3.769135241869529*^9, + 3.7691371202865047`*^9, 3.769138853846279*^9, 3.7691738611067*^9, + 3.7692283084744673`*^9, 3.769488530350202*^9, 3.769488774949139*^9, + 3.769754030864167*^9, 3.769849332079545*^9, 3.769927143513033*^9, + 3.769929847048765*^9, 3.7699349547247353`*^9, {3.7700014592708473`*^9, + 3.770001484137087*^9}, {3.770089589019122*^9, 3.770089614454945*^9}, + 3.770091150926076*^9, {3.7700911818740463`*^9, 3.770091214764297*^9}, + 3.770092858828313*^9, {3.770096724350412*^9, 3.770096741200189*^9}, + 3.770175903073946*^9, 3.770355811577338*^9, 3.770368573479495*^9, + 3.77043101246592*^9, 3.770452812583289*^9, 3.771218939593539*^9, + 3.771673231116873*^9, 3.771907031257121*^9, 3.771907438848817*^9, + 3.771915621797638*^9, 3.77219083949329*^9, 3.77219651074804*^9, + 3.7722478558236303`*^9, 3.772256628919487*^9, 3.7722590823521147`*^9, + 3.772348455019628*^9, 3.772367801149004*^9, 3.7723708907016478`*^9, { + 3.7724200004504337`*^9, 3.7724200042661133`*^9}, {3.7724281623433*^9, + 3.7724281708790503`*^9}, 3.772428409531721*^9, {3.7724306652135067`*^9, + 3.772430670282818*^9}, {3.772440455361487*^9, 3.772440460876882*^9}, + 3.772529271686309*^9, 3.772875914079034*^9, 3.772878050591577*^9, + 3.772885194256702*^9, 3.7729428221831827`*^9, 3.772943402612479*^9, + 3.772943541918996*^9, 3.77294405673494*^9, {3.772949569772958*^9, + 3.7729496256799297`*^9}, 3.7729504628386717`*^9, 3.77295051555145*^9, + 3.7730492856798477`*^9, {3.773049628186563*^9, 3.773049630622552*^9}, + 3.773144075790704*^9, 3.773460623262436*^9, 3.7734639987477903`*^9, + 3.773471312015882*^9, 3.7734788840985126`*^9, 3.773479639599619*^9, + 3.773481967713728*^9, 3.773645277444871*^9, 3.773646804195562*^9, + 3.77398624805871*^9, 3.776510090600584*^9, 3.7765790822290382`*^9, + 3.776662520362281*^9, 3.776668741495263*^9, 3.776669989208765*^9, + 3.7766754714003077`*^9, 3.776676366016034*^9, 3.776677554881569*^9, + 3.776678156846538*^9, 3.776679728131668*^9, 3.776679799421623*^9, + 3.776679922424872*^9, 3.7766814664267282`*^9, 3.776762885737376*^9, + 3.777024814804093*^9, 3.777117695893361*^9, 3.777184967307158*^9, + 3.77762564240553*^9, 3.7776907196567163`*^9, 3.777725375935665*^9, + 3.777786888657611*^9, 3.777953025450624*^9, 3.7779643276193657`*^9, + 3.778220763522934*^9, 3.778241132862837*^9, 3.778242215351343*^9, + 3.778389851692855*^9, 3.778489688754407*^9, 3.778834393505157*^9, + 3.778913036673313*^9, 3.778918648505211*^9, 3.778999681983601*^9, + 3.779014946982914*^9, 3.779016358626405*^9, 3.779091498506896*^9, + 3.779109063467824*^9, 3.779438042912994*^9, 3.779439035500759*^9, + 3.7794461298809433`*^9, 3.77951277696731*^9, 3.779544706262*^9, + 3.7795459144103613`*^9, 3.7796202555125847`*^9, 3.779967327387167*^9, + 3.780050387061942*^9, 3.780061151710363*^9, 3.780115034431876*^9, + 3.7801154413407516`*^9, 3.780199449565213*^9, 3.780204971307478*^9, + 3.7806518573684053`*^9, {3.7806572846698227`*^9, 3.780657290267631*^9}, { + 3.780657491733152*^9, 3.7806575152649317`*^9}, 3.780658949840437*^9, { + 3.780658992938002*^9, 3.780659023050688*^9}, 3.780659159384714*^9, + 3.780659199081957*^9, {3.780659299763506*^9, 3.7806593311744204`*^9}, { + 3.780659378210772*^9, 3.7806594599608793`*^9}, {3.780659559096663*^9, + 3.78065956477562*^9}, {3.780659625703163*^9, 3.780659634505496*^9}, + 3.780659844518228*^9, 3.7806601458349543`*^9, 3.7806607750439463`*^9, + 3.7806617686405563`*^9, 3.7806622600158463`*^9, 3.7808079853747587`*^9, + 3.780910530201521*^9, 3.780910840898691*^9, 3.780913390385253*^9, + 3.7812403756582623`*^9, 3.7815040984408283`*^9, 3.781855471713966*^9, + 3.781855566579812*^9, 3.783322032415606*^9, 3.78333959987694*^9, + 3.78392183567951*^9, 3.783926038296977*^9, 3.783949896117832*^9, + 3.7839499681716547`*^9, 3.784006604363974*^9, 3.784013152979355*^9, + 3.7840147840986967`*^9, 3.784027171340363*^9, 3.784030919461781*^9, + 3.784272167289015*^9, 3.7842764388393803`*^9, 3.7842765365875683`*^9, + 3.784353368354417*^9, 3.784353893834503*^9, 3.784354999895481*^9, + 3.7843564696621532`*^9, 3.7843569726692467`*^9, 3.784369389974375*^9, + 3.784371353413566*^9, 3.784374323145358*^9, 3.784445760249037*^9, + 3.784526225945692*^9, 3.7846312831418667`*^9, 3.784632183440312*^9, + 3.785134693178124*^9, 3.785159535418439*^9, 3.785218371258924*^9, + 3.7852204286915407`*^9, {3.785220506412758*^9, 3.7852205163618317`*^9}, { + 3.785221910789291*^9, 3.785221916516884*^9}, 3.785224626828315*^9, + 3.7869630106771803`*^9, 3.78703095435614*^9, 3.787034924968638*^9, { + 3.787383119636446*^9, 3.7873831303590727`*^9}, 3.7873862099994373`*^9, { + 3.7873971810290947`*^9, 3.787397214182589*^9}, 3.78739729070686*^9, + 3.787397428381618*^9, 3.787465941472308*^9, 3.787466639848127*^9, + 3.7874799192077436`*^9, {3.787490650427021*^9, 3.787490661153214*^9}, + 3.78757143329714*^9, 3.78765183518416*^9, 3.789732962357706*^9, + 3.789879021890473*^9, 3.789879098054907*^9, 3.789880667594104*^9, + 3.789882769732587*^9, 3.789883716982942*^9, 3.789885703811264*^9, + 3.790506847956596*^9, 3.790507467958036*^9, 3.7906646372144623`*^9, + 3.791870434570383*^9, 3.792308388575287*^9, 3.792387687272976*^9, + 3.79273581311773*^9, 3.7947178371775417`*^9, 3.794799420154933*^9, + 3.7955050440669317`*^9, 3.795605371535644*^9, 3.795926316366476*^9, + 3.7960909994948063`*^9, 3.796350171894108*^9, 3.796362416304895*^9, + 3.7963627659484253`*^9, 3.7963628049086857`*^9, 3.7965409769660053`*^9, + 3.796965662797151*^9, 3.7969893604026403`*^9, 3.796991314368844*^9, + 3.7969914481035843`*^9, 3.796991512489856*^9, {3.797070474701128*^9, + 3.7970704806530333`*^9}, 3.797140952597869*^9, 3.7971412520198517`*^9, + 3.79715417851779*^9, 3.797154950317872*^9, 3.797161048619568*^9, + 3.7972242086900187`*^9, 3.799976779267666*^9, 3.799978676206628*^9}, + CellLabel->"Out[27]=",ExpressionUUID->"5645a3d3-4ef8-4923-b21b-4b8585cf6521"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{ + RowBox[{"mysxscasemetadata", "=", + RowBox[{"SXSMetaFilesToRules", "/@", "mysxscasemetafile"}]}], + ";"}], "\n", + RowBox[{ + RowBox[{"tag", "=", + RowBox[{"StringReplace", "[", + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{"\"\<alternative-names\>\"", "/.", "mysxscasemetadata"}], + ")"}], "[", + RowBox[{"[", + RowBox[{"All", ",", + RowBox[{"-", "1"}]}], "]"}], "]"}], ",", + RowBox[{"\"\<:BBH\>\"", "\[Rule]", "\"\<\>\""}]}], "]"}]}], + ";"}], "\n", + RowBox[{ + RowBox[{"mass1", "=", + RowBox[{"Flatten", "[", + RowBox[{ + RowBox[{"(", + RowBox[{"\"\<initial-mass1\>\"", "/.", "mysxscasemetadata"}], ")"}], + ",", "1"}], "]"}]}], ";"}], "\n", + RowBox[{ + RowBox[{"mass2", "=", + RowBox[{"Flatten", "[", + RowBox[{ + RowBox[{"(", + RowBox[{"\"\<initial-mass2\>\"", "/.", "mysxscasemetadata"}], ")"}], + ",", "1"}], "]"}]}], ";"}], "\n", + RowBox[{ + RowBox[{"\[Chi]1", "=", + RowBox[{"Chop", "[", + RowBox[{"(", + RowBox[{ + RowBox[{"(", + RowBox[{ + "\"\<initial-dimensionless-spin1\>\"", "/.", "mysxscasemetadata"}], + ")"}], "[", + RowBox[{"[", + RowBox[{"All", ",", + RowBox[{"-", "1"}]}], "]"}], "]"}], ")"}], "]"}]}], ";"}], "\n", + RowBox[{ + RowBox[{"\[Chi]2", "=", + RowBox[{"Chop", "[", + RowBox[{"(", + RowBox[{ + RowBox[{"(", + RowBox[{ + "\"\<initial-dimensionless-spin2\>\"", "/.", "mysxscasemetadata"}], + ")"}], "[", + RowBox[{"[", + RowBox[{"All", ",", + RowBox[{"-", "1"}]}], "]"}], "]"}], ")"}], "]"}]}], ";"}], "\n", + RowBox[{ + RowBox[{"q", "=", + RowBox[{"mass1", "/", "mass2"}]}], ";"}], "\n", + RowBox[{ + RowBox[{"\[Eta]", "=", + RowBox[{ + RowBox[{"q", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"1", "+", "q"}], ")"}], "^", "2"}]}], "*", "1."}]}], + ";"}], "\n", + RowBox[{ + RowBox[{"af", "=", + RowBox[{ + RowBox[{"(", + RowBox[{ + "\"\<remnant-dimensionless-spin\>\"", "/.", "mysxscasemetadata"}], ")"}], + "[", + RowBox[{"[", + RowBox[{"All", ",", + RowBox[{"-", "1"}]}], "]"}], "]"}]}], ";"}], "\n", + RowBox[{ + RowBox[{"mf", "=", + RowBox[{ + RowBox[{"(", + RowBox[{"\"\<remnant-mass\>\"", "/.", "mysxscasemetadata"}], ")"}], "[", + + RowBox[{"[", + RowBox[{"All", ",", + RowBox[{"-", "1"}]}], "]"}], "]"}]}], ";"}], "\n", + RowBox[{ + RowBox[{ + RowBox[{"vr", "=", + RowBox[{"(", + RowBox[{"\"\<remnant-velocity\>\"", "/.", "mysxscasemetadata"}], ")"}]}], + ";"}], "\n"}], "\n", + RowBox[{ + RowBox[{"sormetadata", "=", + RowBox[{"SortBy", "[", + RowBox[{ + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + "mysxscaserh", ",", "mysxscasemetadata", ",", "tag", ",", "mass1", ",", + "mass2", ",", "\[Chi]1", ",", "\[Chi]2", ",", "q", ",", "\[Eta]", + ",", "af", ",", "mf", ",", "vr"}], "}"}], "]"}], ",", + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "8", "]"}], "]"}], "&"}]}], "]"}]}], ";"}], "\n", + RowBox[{ + RowBox[{"Print", "[", + RowBox[{"\"\<metafile = \>\"", ",", + RowBox[{ + RowBox[{"metafile", "=", + RowBox[{"sormetadata", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}], ";"}]}], "]"}], + ";"}], "\n", + RowBox[{ + RowBox[{"Print", "[", + RowBox[{"\"\<metadata = \>\"", ",", + RowBox[{ + RowBox[{"metadata", "=", + RowBox[{"sormetadata", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}]}], ";"}]}], "]"}], + ";"}], "\n", + RowBox[{ + RowBox[{"Print", "[", + RowBox[{"\"\<tag = \>\"", ",", + RowBox[{"tag", "=", + RowBox[{"sormetadata", "[", + RowBox[{"[", + RowBox[{"All", ",", "3"}], "]"}], "]"}]}]}], "]"}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"Print", "[", + RowBox[{"\"\<mass1 = \>\"", ",", + RowBox[{"mass1", "=", + RowBox[{"sormetadata", "[", + RowBox[{"[", + RowBox[{"All", ",", "4"}], "]"}], "]"}]}]}], "]"}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"Print", "[", + RowBox[{"\"\<mass2 = \>\"", ",", + RowBox[{"mass2", "=", + RowBox[{"sormetadata", "[", + RowBox[{"[", + RowBox[{"All", ",", "5"}], "]"}], "]"}]}]}], "]"}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"Print", "[", + RowBox[{"\"\<\[Chi]1 = \>\"", ",", + RowBox[{"\[Chi]1", "=", + RowBox[{"sormetadata", "[", + RowBox[{"[", + RowBox[{"All", ",", "6"}], "]"}], "]"}]}]}], "]"}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"Print", "[", + RowBox[{"\"\<\[Chi]2 = \>\"", ",", + RowBox[{"\[Chi]2", "=", + RowBox[{"sormetadata", "[", + RowBox[{"[", + RowBox[{"All", ",", "7"}], "]"}], "]"}]}]}], "]"}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"Print", "[", + RowBox[{"\"\<m1/m2 = \>\"", ",", + RowBox[{"q", "=", + RowBox[{"sormetadata", "[", + RowBox[{"[", + RowBox[{"All", ",", "8"}], "]"}], "]"}]}]}], "]"}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"Print", "[", + RowBox[{"\"\<m1\[CenterDot]m2 = \>\"", ",", + RowBox[{"\[Eta]", "=", + RowBox[{"sormetadata", "[", + RowBox[{"[", + RowBox[{"All", ",", "9"}], "]"}], "]"}]}]}], "]"}], ";"}], "\n", + RowBox[{ + RowBox[{"Print", "[", + RowBox[{"\"\<af = \>\"", ",", + RowBox[{"af", "=", + RowBox[{"sormetadata", "[", + RowBox[{"[", + RowBox[{"All", ",", "10"}], "]"}], "]"}]}]}], "]"}], ";"}], "\n", + RowBox[{ + RowBox[{"Print", "[", + RowBox[{"\"\<mf = \>\"", ",", + RowBox[{"mf", "=", + RowBox[{"sormetadata", "[", + RowBox[{"[", + RowBox[{"All", ",", "11"}], "]"}], "]"}]}]}], "]"}], ";"}], "\n", + RowBox[{ + RowBox[{"Print", "[", + RowBox[{"\"\<kick = \>\"", ",", " ", + RowBox[{"vr", "=", + RowBox[{"sormetadata", "[", + RowBox[{"[", + RowBox[{"All", ",", "12"}], "]"}], "]"}]}]}], "]"}], ";"}]}], "Code", + CellChangeTimes->{{3.7171458048227043`*^9, 3.7171458352702723`*^9}, { + 3.71721654881397*^9, 3.717216557507278*^9}, {3.717223896217493*^9, + 3.717223976111596*^9}, {3.762057934955058*^9, 3.762057944429266*^9}, { + 3.762681836996138*^9, 3.762681839233232*^9}, {3.7626820639192266`*^9, + 3.7626820648200083`*^9}, {3.7700014602000523`*^9, 3.770001460770048*^9}, { + 3.770355810960787*^9, 3.77035581334439*^9}, {3.779514788245801*^9, + 3.779514823386899*^9}, 3.779514858783835*^9, {3.78002425250508*^9, + 3.7800242983466043`*^9}, {3.7800243862787457`*^9, 3.780024392075529*^9}, { + 3.7806575240411663`*^9, 3.78065752504697*^9}, {3.780657559831984*^9, + 3.78065763651849*^9}, {3.780657773584023*^9, 3.780657825261615*^9}, { + 3.780658079407158*^9, 3.780658142880018*^9}, {3.783322658237137*^9, + 3.783322658544496*^9}, {3.784012566807932*^9, 3.784012601175879*^9}, { + 3.7873965751385317`*^9, 3.7873965952891207`*^9}, {3.787396757001437*^9, + 3.787396779094273*^9}, {3.78739681231733*^9, 3.787396843895227*^9}, { + 3.7873969646786013`*^9, 3.787397168296365*^9}, {3.787571512703883*^9, + 3.787571635095044*^9}, 3.787571691573453*^9, 3.787571734251598*^9, { + 3.7875720153259563`*^9, 3.787572015658452*^9}, 3.789880854868368*^9}, + CellLabel->"In[28]:=",ExpressionUUID->"a8e448eb-0992-4445-93e8-e9e4a1c952df"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + InterpretationBox[ + RowBox[{"\<\"metafile = \"\>", "\[InvisibleSpace]", "Null"}], + SequenceForm["metafile = ", Null], + Editable->False]], "Print", + CellChangeTimes->{{3.717223923734548*^9, 3.717223928214951*^9}, { + 3.717223971239379*^9, 3.7172239766293097`*^9}, {3.717233931322109*^9, + 3.7172339602600603`*^9}, 3.717234266025383*^9, 3.717389811826817*^9, + 3.717397798635911*^9, 3.717409088225647*^9, 3.719042269449914*^9, + 3.71972571685752*^9, 3.720497982809791*^9, 3.7206017968494253`*^9, + 3.762057944992012*^9, 3.762171308612159*^9, 3.762185878959035*^9, + 3.762230704000032*^9, 3.76257969223776*^9, 3.762579775163062*^9, + 3.76260246063175*^9, 3.762603825586153*^9, {3.7626818315079517`*^9, + 3.76268183964472*^9}, {3.762682055451223*^9, 3.762682065259396*^9}, + 3.764310838838461*^9, 3.76439221561644*^9, 3.764406820576201*^9, + 3.7644071524893913`*^9, 3.764416941641247*^9, 3.764471035389357*^9, + 3.764502311266172*^9, 3.76451318673353*^9, 3.764567390943874*^9, + 3.768568011438259*^9, 3.768572299139023*^9, 3.768645828428453*^9, + 3.7686498406439943`*^9, 3.7687018467692337`*^9, 3.7687065345918627`*^9, + 3.768882355269024*^9, 3.76890964428026*^9, 3.769135242785296*^9, + 3.769137120470574*^9, 3.769138854628717*^9, 3.769173861479599*^9, + 3.769228309277001*^9, 3.769488536636314*^9, 3.769488775493741*^9, + 3.7697540311309013`*^9, 3.7698493329786863`*^9, 3.769927143788989*^9, + 3.7699298474833517`*^9, 3.7699349643369827`*^9, {3.7700014615163918`*^9, + 3.770001486342461*^9}, 3.770089615045055*^9, 3.770091151999776*^9, + 3.7700911832234373`*^9, 3.77009121560664*^9, 3.770092860611184*^9, { + 3.770096733677506*^9, 3.770096743552308*^9}, 3.770175904771923*^9, + 3.770355813747511*^9, 3.770368575883328*^9, 3.7704310126844397`*^9, + 3.7704528133156967`*^9, 3.771218941512669*^9, 3.771673232190048*^9, + 3.771907031907504*^9, 3.771907439029517*^9, 3.771915621974977*^9, + 3.7721908396758137`*^9, 3.77219651143331*^9, 3.772247856888829*^9, + 3.7722566296994762`*^9, 3.772259084152637*^9, 3.772348455386256*^9, + 3.772367801749072*^9, 3.772370891811442*^9, {3.77242000146596*^9, + 3.7724200050229883`*^9}, 3.7724281731485243`*^9, 3.772428410081149*^9, + 3.772430677028174*^9, 3.772440462784586*^9, 3.772529273853674*^9, + 3.7728759142457733`*^9, 3.7728780519980917`*^9, 3.772885195029847*^9, + 3.772942823379051*^9, 3.7729434028029613`*^9, 3.772943543318931*^9, + 3.7729440577300873`*^9, 3.772949628763401*^9, 3.772950463819756*^9, + 3.772950515768664*^9, 3.773049286443142*^9, 3.7730496313722057`*^9, + 3.773144076011161*^9, 3.773460624127591*^9, 3.7734639993643*^9, + 3.7734713127079906`*^9, 3.773478884641347*^9, 3.773479639752248*^9, + 3.7734819682595043`*^9, 3.773645277661384*^9, 3.773646804937044*^9, + 3.773986250904626*^9, 3.7765100953056383`*^9, 3.776579083431468*^9, + 3.776662521396657*^9, 3.7766687415984173`*^9, 3.776669989743709*^9, + 3.7766754714989023`*^9, 3.7766763661356173`*^9, 3.776677554983851*^9, + 3.776678156945221*^9, 3.776679730384227*^9, 3.7766797995218353`*^9, + 3.776679922527975*^9, 3.776681466538108*^9, 3.776762885901209*^9, + 3.7770248152256727`*^9, 3.77711769599905*^9, 3.7771849674192142`*^9, + 3.77762564250346*^9, 3.777690720738963*^9, 3.7777253762606087`*^9, + 3.777786888754923*^9, 3.777953025556863*^9, 3.777964327722644*^9, + 3.778220763638605*^9, 3.778241133006884*^9, 3.77824221545049*^9, + 3.778389851806761*^9, 3.778489688892495*^9, 3.778834393767021*^9, + 3.778913036796289*^9, 3.7789186486061497`*^9, 3.778999683599246*^9, + 3.779014947266182*^9, 3.779016358891302*^9, 3.779091498784801*^9, + 3.779109063617063*^9, 3.77943804301024*^9, 3.7794390356224527`*^9, + 3.779446129998694*^9, 3.779512777100968*^9, 3.779514823682631*^9, + 3.779514859562222*^9, 3.779544709953924*^9, 3.7795459145467453`*^9, + 3.779620255613166*^9, 3.779967327511076*^9, {3.780024275082299*^9, + 3.7800242987111483`*^9}, {3.7800243789563026`*^9, 3.780024392712452*^9}, + 3.78005038726173*^9, 3.7800611518316393`*^9, 3.780115034568583*^9, + 3.7801154414361067`*^9, 3.7801994497046547`*^9, 3.780204971441471*^9, + 3.7806518574814453`*^9, 3.780657525823041*^9, {3.780657565959867*^9, + 3.780657636775197*^9}, {3.78065777491326*^9, 3.78065785994271*^9}, { + 3.780658086188407*^9, 3.780658099919643*^9}, 3.780658143216485*^9, + 3.780659665845147*^9, 3.780659847581622*^9, 3.780660150422717*^9, + 3.780660776568306*^9, 3.7806617720680304`*^9, 3.7806622613378363`*^9, + 3.780807986513105*^9, 3.780910842018375*^9, 3.7809133917034473`*^9, + 3.7812403767801247`*^9, 3.7815040985213947`*^9, 3.7818554727717657`*^9, + 3.781855567415102*^9, 3.7833220808167887`*^9, 3.7833233704854727`*^9, + 3.783323498419619*^9, 3.783323556378694*^9, 3.783323603794817*^9, { + 3.7833236367811947`*^9, 3.783323649963409*^9}, 3.783323759042511*^9, + 3.783325612989129*^9, 3.783338682387507*^9, 3.783338837034706*^9, + 3.783339601263282*^9, 3.783921835773903*^9, 3.7839260383792458`*^9, + 3.783949896175071*^9, 3.783949968355773*^9, 3.784006604884901*^9, + 3.784012601745385*^9, 3.78401315623973*^9, 3.7840147864798813`*^9, + 3.784027172062011*^9, 3.784030919636097*^9, 3.784272167447379*^9, + 3.784276548560351*^9, 3.784353368451933*^9, 3.784353894841559*^9, + 3.784355001833642*^9, 3.784356471530159*^9, 3.784356973892151*^9, + 3.784369391225046*^9, 3.784371359282373*^9, 3.784374324426096*^9, + 3.7844457604588423`*^9, 3.784526226041483*^9, 3.784631283261076*^9, + 3.7846321836620607`*^9, 3.78513469543159*^9, 3.785159536676496*^9, + 3.785218371426009*^9, 3.785220517287099*^9, 3.785221918677217*^9, + 3.785224630460204*^9, 3.786963011709457*^9, 3.787030976528421*^9, + 3.7870349258961573`*^9, 3.787383138333561*^9, 3.787386211192024*^9, + 3.7873965321855*^9, 3.787396779697236*^9, 3.7873968448307953`*^9, + 3.787396992244294*^9, 3.7873970912974586`*^9, {3.787397159382992*^9, + 3.787397215135037*^9}, 3.787397432774659*^9, 3.7874659436615763`*^9, + 3.787466643765045*^9, 3.787479919420917*^9, {3.787490654652652*^9, + 3.787490662200337*^9}, {3.787571457797812*^9, 3.7875714634766417`*^9}, { + 3.7875715980184097`*^9, 3.787571656176157*^9}, 3.787571692186776*^9, + 3.787571736695622*^9, 3.787572016341626*^9, 3.787651836364099*^9, + 3.789732962522728*^9, 3.789879022035001*^9, 3.7898790982021933`*^9, + 3.789880670051276*^9, 3.7898837292379*^9, 3.78988570402512*^9, + 3.790506848221178*^9, 3.790664637406695*^9, 3.791870434768174*^9, + 3.7923083887648163`*^9, 3.7923876874309807`*^9, 3.79273581339643*^9, + 3.7947178374223843`*^9, 3.7947994203041286`*^9, 3.7955050442284737`*^9, + 3.79560537183246*^9, 3.795926316516077*^9, 3.796090999657843*^9, + 3.7963501746783648`*^9, 3.796362416517949*^9, 3.7963627662095118`*^9, + 3.7963628050726624`*^9, 3.796540977155074*^9, 3.796965662996669*^9, + 3.796989360527028*^9, 3.79699131451084*^9, {3.796991505444392*^9, + 3.796991526356883*^9}, 3.7970704821797123`*^9, 3.7971409529126587`*^9, + 3.797141252130628*^9, 3.797154178660823*^9, 3.797154950503016*^9, + 3.797161048780514*^9, 3.79722420886919*^9, 3.799976795901505*^9, + 3.799978676355092*^9}, + CellLabel-> + "During evaluation of \ +In[28]:=",ExpressionUUID->"cf48e438-600a-496a-a71e-1af31c7efdf8"], + +Cell[BoxData[ + InterpretationBox[ + RowBox[{"\<\"metadata = \"\>", "\[InvisibleSpace]", "Null"}], + SequenceForm["metadata = ", Null], + Editable->False]], "Print", + CellChangeTimes->{{3.717223923734548*^9, 3.717223928214951*^9}, { + 3.717223971239379*^9, 3.7172239766293097`*^9}, {3.717233931322109*^9, + 3.7172339602600603`*^9}, 3.717234266025383*^9, 3.717389811826817*^9, + 3.717397798635911*^9, 3.717409088225647*^9, 3.719042269449914*^9, + 3.71972571685752*^9, 3.720497982809791*^9, 3.7206017968494253`*^9, + 3.762057944992012*^9, 3.762171308612159*^9, 3.762185878959035*^9, + 3.762230704000032*^9, 3.76257969223776*^9, 3.762579775163062*^9, + 3.76260246063175*^9, 3.762603825586153*^9, {3.7626818315079517`*^9, + 3.76268183964472*^9}, {3.762682055451223*^9, 3.762682065259396*^9}, + 3.764310838838461*^9, 3.76439221561644*^9, 3.764406820576201*^9, + 3.7644071524893913`*^9, 3.764416941641247*^9, 3.764471035389357*^9, + 3.764502311266172*^9, 3.76451318673353*^9, 3.764567390943874*^9, + 3.768568011438259*^9, 3.768572299139023*^9, 3.768645828428453*^9, + 3.7686498406439943`*^9, 3.7687018467692337`*^9, 3.7687065345918627`*^9, + 3.768882355269024*^9, 3.76890964428026*^9, 3.769135242785296*^9, + 3.769137120470574*^9, 3.769138854628717*^9, 3.769173861479599*^9, + 3.769228309277001*^9, 3.769488536636314*^9, 3.769488775493741*^9, + 3.7697540311309013`*^9, 3.7698493329786863`*^9, 3.769927143788989*^9, + 3.7699298474833517`*^9, 3.7699349643369827`*^9, {3.7700014615163918`*^9, + 3.770001486342461*^9}, 3.770089615045055*^9, 3.770091151999776*^9, + 3.7700911832234373`*^9, 3.77009121560664*^9, 3.770092860611184*^9, { + 3.770096733677506*^9, 3.770096743552308*^9}, 3.770175904771923*^9, + 3.770355813747511*^9, 3.770368575883328*^9, 3.7704310126844397`*^9, + 3.7704528133156967`*^9, 3.771218941512669*^9, 3.771673232190048*^9, + 3.771907031907504*^9, 3.771907439029517*^9, 3.771915621974977*^9, + 3.7721908396758137`*^9, 3.77219651143331*^9, 3.772247856888829*^9, + 3.7722566296994762`*^9, 3.772259084152637*^9, 3.772348455386256*^9, + 3.772367801749072*^9, 3.772370891811442*^9, {3.77242000146596*^9, + 3.7724200050229883`*^9}, 3.7724281731485243`*^9, 3.772428410081149*^9, + 3.772430677028174*^9, 3.772440462784586*^9, 3.772529273853674*^9, + 3.7728759142457733`*^9, 3.7728780519980917`*^9, 3.772885195029847*^9, + 3.772942823379051*^9, 3.7729434028029613`*^9, 3.772943543318931*^9, + 3.7729440577300873`*^9, 3.772949628763401*^9, 3.772950463819756*^9, + 3.772950515768664*^9, 3.773049286443142*^9, 3.7730496313722057`*^9, + 3.773144076011161*^9, 3.773460624127591*^9, 3.7734639993643*^9, + 3.7734713127079906`*^9, 3.773478884641347*^9, 3.773479639752248*^9, + 3.7734819682595043`*^9, 3.773645277661384*^9, 3.773646804937044*^9, + 3.773986250904626*^9, 3.7765100953056383`*^9, 3.776579083431468*^9, + 3.776662521396657*^9, 3.7766687415984173`*^9, 3.776669989743709*^9, + 3.7766754714989023`*^9, 3.7766763661356173`*^9, 3.776677554983851*^9, + 3.776678156945221*^9, 3.776679730384227*^9, 3.7766797995218353`*^9, + 3.776679922527975*^9, 3.776681466538108*^9, 3.776762885901209*^9, + 3.7770248152256727`*^9, 3.77711769599905*^9, 3.7771849674192142`*^9, + 3.77762564250346*^9, 3.777690720738963*^9, 3.7777253762606087`*^9, + 3.777786888754923*^9, 3.777953025556863*^9, 3.777964327722644*^9, + 3.778220763638605*^9, 3.778241133006884*^9, 3.77824221545049*^9, + 3.778389851806761*^9, 3.778489688892495*^9, 3.778834393767021*^9, + 3.778913036796289*^9, 3.7789186486061497`*^9, 3.778999683599246*^9, + 3.779014947266182*^9, 3.779016358891302*^9, 3.779091498784801*^9, + 3.779109063617063*^9, 3.77943804301024*^9, 3.7794390356224527`*^9, + 3.779446129998694*^9, 3.779512777100968*^9, 3.779514823682631*^9, + 3.779514859562222*^9, 3.779544709953924*^9, 3.7795459145467453`*^9, + 3.779620255613166*^9, 3.779967327511076*^9, {3.780024275082299*^9, + 3.7800242987111483`*^9}, {3.7800243789563026`*^9, 3.780024392712452*^9}, + 3.78005038726173*^9, 3.7800611518316393`*^9, 3.780115034568583*^9, + 3.7801154414361067`*^9, 3.7801994497046547`*^9, 3.780204971441471*^9, + 3.7806518574814453`*^9, 3.780657525823041*^9, {3.780657565959867*^9, + 3.780657636775197*^9}, {3.78065777491326*^9, 3.78065785994271*^9}, { + 3.780658086188407*^9, 3.780658099919643*^9}, 3.780658143216485*^9, + 3.780659665845147*^9, 3.780659847581622*^9, 3.780660150422717*^9, + 3.780660776568306*^9, 3.7806617720680304`*^9, 3.7806622613378363`*^9, + 3.780807986513105*^9, 3.780910842018375*^9, 3.7809133917034473`*^9, + 3.7812403767801247`*^9, 3.7815040985213947`*^9, 3.7818554727717657`*^9, + 3.781855567415102*^9, 3.7833220808167887`*^9, 3.7833233704854727`*^9, + 3.783323498419619*^9, 3.783323556378694*^9, 3.783323603794817*^9, { + 3.7833236367811947`*^9, 3.783323649963409*^9}, 3.783323759042511*^9, + 3.783325612989129*^9, 3.783338682387507*^9, 3.783338837034706*^9, + 3.783339601263282*^9, 3.783921835773903*^9, 3.7839260383792458`*^9, + 3.783949896175071*^9, 3.783949968355773*^9, 3.784006604884901*^9, + 3.784012601745385*^9, 3.78401315623973*^9, 3.7840147864798813`*^9, + 3.784027172062011*^9, 3.784030919636097*^9, 3.784272167447379*^9, + 3.784276548560351*^9, 3.784353368451933*^9, 3.784353894841559*^9, + 3.784355001833642*^9, 3.784356471530159*^9, 3.784356973892151*^9, + 3.784369391225046*^9, 3.784371359282373*^9, 3.784374324426096*^9, + 3.7844457604588423`*^9, 3.784526226041483*^9, 3.784631283261076*^9, + 3.7846321836620607`*^9, 3.78513469543159*^9, 3.785159536676496*^9, + 3.785218371426009*^9, 3.785220517287099*^9, 3.785221918677217*^9, + 3.785224630460204*^9, 3.786963011709457*^9, 3.787030976528421*^9, + 3.7870349258961573`*^9, 3.787383138333561*^9, 3.787386211192024*^9, + 3.7873965321855*^9, 3.787396779697236*^9, 3.7873968448307953`*^9, + 3.787396992244294*^9, 3.7873970912974586`*^9, {3.787397159382992*^9, + 3.787397215135037*^9}, 3.787397432774659*^9, 3.7874659436615763`*^9, + 3.787466643765045*^9, 3.787479919420917*^9, {3.787490654652652*^9, + 3.787490662200337*^9}, {3.787571457797812*^9, 3.7875714634766417`*^9}, { + 3.7875715980184097`*^9, 3.787571656176157*^9}, 3.787571692186776*^9, + 3.787571736695622*^9, 3.787572016341626*^9, 3.787651836364099*^9, + 3.789732962522728*^9, 3.789879022035001*^9, 3.7898790982021933`*^9, + 3.789880670051276*^9, 3.7898837292379*^9, 3.78988570402512*^9, + 3.790506848221178*^9, 3.790664637406695*^9, 3.791870434768174*^9, + 3.7923083887648163`*^9, 3.7923876874309807`*^9, 3.79273581339643*^9, + 3.7947178374223843`*^9, 3.7947994203041286`*^9, 3.7955050442284737`*^9, + 3.79560537183246*^9, 3.795926316516077*^9, 3.796090999657843*^9, + 3.7963501746783648`*^9, 3.796362416517949*^9, 3.7963627662095118`*^9, + 3.7963628050726624`*^9, 3.796540977155074*^9, 3.796965662996669*^9, + 3.796989360527028*^9, 3.79699131451084*^9, {3.796991505444392*^9, + 3.796991526356883*^9}, 3.7970704821797123`*^9, 3.7971409529126587`*^9, + 3.797141252130628*^9, 3.797154178660823*^9, 3.797154950503016*^9, + 3.797161048780514*^9, 3.79722420886919*^9, 3.799976795901505*^9, + 3.7999786763574753`*^9}, + CellLabel-> + "During evaluation of \ +In[28]:=",ExpressionUUID->"5be4f74c-346c-4531-b860-0498e35b2d30"], + +Cell[BoxData[ + InterpretationBox[ + RowBox[{"\<\"tag = \"\>", "\[InvisibleSpace]", + RowBox[{"{", + RowBox[{"\<\"SXS:0066\"\>", ",", "\<\"SXS:0070\"\>", + ",", "\<\"SXS:1143\"\>", ",", "\<\"SXS:0007\"\>", + ",", "\<\"SXS:1354\"\>", ",", "\<\"SXS:0169\"\>", + ",", "\<\"SXS:0201\"\>", ",", "\<\"SXS:0259\"\>", + ",", "\<\"SXS:0191\"\>", ",", "\<\"SXS:0030\"\>", + ",", "\<\"SXS:1221\"\>", ",", "\<\"SXS:0294\"\>", + ",", "\<\"SXS:1220\"\>", ",", "\<\"SXS:0182\"\>", + ",", "\<\"SXS:0107\"\>", ",", "\<\"SXS:0296\"\>", + ",", "\<\"SXS:0181\"\>", ",", "\<\"SXS:0166\"\>", + ",", "\<\"SXS:0298\"\>", ",", "\<\"SXS:0186\"\>", + ",", "\<\"SXS:0301\"\>", ",", "\<\"SXS:1107\"\>"}], "}"}]}], + SequenceForm[ + "tag = ", { + "SXS:0066", "SXS:0070", "SXS:1143", "SXS:0007", "SXS:1354", "SXS:0169", + "SXS:0201", "SXS:0259", "SXS:0191", "SXS:0030", "SXS:1221", "SXS:0294", + "SXS:1220", "SXS:0182", "SXS:0107", "SXS:0296", "SXS:0181", "SXS:0166", + "SXS:0298", "SXS:0186", "SXS:0301", "SXS:1107"}], + Editable->False]], "Print", + CellChangeTimes->{{3.717223923734548*^9, 3.717223928214951*^9}, { + 3.717223971239379*^9, 3.7172239766293097`*^9}, {3.717233931322109*^9, + 3.7172339602600603`*^9}, 3.717234266025383*^9, 3.717389811826817*^9, + 3.717397798635911*^9, 3.717409088225647*^9, 3.719042269449914*^9, + 3.71972571685752*^9, 3.720497982809791*^9, 3.7206017968494253`*^9, + 3.762057944992012*^9, 3.762171308612159*^9, 3.762185878959035*^9, + 3.762230704000032*^9, 3.76257969223776*^9, 3.762579775163062*^9, + 3.76260246063175*^9, 3.762603825586153*^9, {3.7626818315079517`*^9, + 3.76268183964472*^9}, {3.762682055451223*^9, 3.762682065259396*^9}, + 3.764310838838461*^9, 3.76439221561644*^9, 3.764406820576201*^9, + 3.7644071524893913`*^9, 3.764416941641247*^9, 3.764471035389357*^9, + 3.764502311266172*^9, 3.76451318673353*^9, 3.764567390943874*^9, + 3.768568011438259*^9, 3.768572299139023*^9, 3.768645828428453*^9, + 3.7686498406439943`*^9, 3.7687018467692337`*^9, 3.7687065345918627`*^9, + 3.768882355269024*^9, 3.76890964428026*^9, 3.769135242785296*^9, + 3.769137120470574*^9, 3.769138854628717*^9, 3.769173861479599*^9, + 3.769228309277001*^9, 3.769488536636314*^9, 3.769488775493741*^9, + 3.7697540311309013`*^9, 3.7698493329786863`*^9, 3.769927143788989*^9, + 3.7699298474833517`*^9, 3.7699349643369827`*^9, {3.7700014615163918`*^9, + 3.770001486342461*^9}, 3.770089615045055*^9, 3.770091151999776*^9, + 3.7700911832234373`*^9, 3.77009121560664*^9, 3.770092860611184*^9, { + 3.770096733677506*^9, 3.770096743552308*^9}, 3.770175904771923*^9, + 3.770355813747511*^9, 3.770368575883328*^9, 3.7704310126844397`*^9, + 3.7704528133156967`*^9, 3.771218941512669*^9, 3.771673232190048*^9, + 3.771907031907504*^9, 3.771907439029517*^9, 3.771915621974977*^9, + 3.7721908396758137`*^9, 3.77219651143331*^9, 3.772247856888829*^9, + 3.7722566296994762`*^9, 3.772259084152637*^9, 3.772348455386256*^9, + 3.772367801749072*^9, 3.772370891811442*^9, {3.77242000146596*^9, + 3.7724200050229883`*^9}, 3.7724281731485243`*^9, 3.772428410081149*^9, + 3.772430677028174*^9, 3.772440462784586*^9, 3.772529273853674*^9, + 3.7728759142457733`*^9, 3.7728780519980917`*^9, 3.772885195029847*^9, + 3.772942823379051*^9, 3.7729434028029613`*^9, 3.772943543318931*^9, + 3.7729440577300873`*^9, 3.772949628763401*^9, 3.772950463819756*^9, + 3.772950515768664*^9, 3.773049286443142*^9, 3.7730496313722057`*^9, + 3.773144076011161*^9, 3.773460624127591*^9, 3.7734639993643*^9, + 3.7734713127079906`*^9, 3.773478884641347*^9, 3.773479639752248*^9, + 3.7734819682595043`*^9, 3.773645277661384*^9, 3.773646804937044*^9, + 3.773986250904626*^9, 3.7765100953056383`*^9, 3.776579083431468*^9, + 3.776662521396657*^9, 3.7766687415984173`*^9, 3.776669989743709*^9, + 3.7766754714989023`*^9, 3.7766763661356173`*^9, 3.776677554983851*^9, + 3.776678156945221*^9, 3.776679730384227*^9, 3.7766797995218353`*^9, + 3.776679922527975*^9, 3.776681466538108*^9, 3.776762885901209*^9, + 3.7770248152256727`*^9, 3.77711769599905*^9, 3.7771849674192142`*^9, + 3.77762564250346*^9, 3.777690720738963*^9, 3.7777253762606087`*^9, + 3.777786888754923*^9, 3.777953025556863*^9, 3.777964327722644*^9, + 3.778220763638605*^9, 3.778241133006884*^9, 3.77824221545049*^9, + 3.778389851806761*^9, 3.778489688892495*^9, 3.778834393767021*^9, + 3.778913036796289*^9, 3.7789186486061497`*^9, 3.778999683599246*^9, + 3.779014947266182*^9, 3.779016358891302*^9, 3.779091498784801*^9, + 3.779109063617063*^9, 3.77943804301024*^9, 3.7794390356224527`*^9, + 3.779446129998694*^9, 3.779512777100968*^9, 3.779514823682631*^9, + 3.779514859562222*^9, 3.779544709953924*^9, 3.7795459145467453`*^9, + 3.779620255613166*^9, 3.779967327511076*^9, {3.780024275082299*^9, + 3.7800242987111483`*^9}, {3.7800243789563026`*^9, 3.780024392712452*^9}, + 3.78005038726173*^9, 3.7800611518316393`*^9, 3.780115034568583*^9, + 3.7801154414361067`*^9, 3.7801994497046547`*^9, 3.780204971441471*^9, + 3.7806518574814453`*^9, 3.780657525823041*^9, {3.780657565959867*^9, + 3.780657636775197*^9}, {3.78065777491326*^9, 3.78065785994271*^9}, { + 3.780658086188407*^9, 3.780658099919643*^9}, 3.780658143216485*^9, + 3.780659665845147*^9, 3.780659847581622*^9, 3.780660150422717*^9, + 3.780660776568306*^9, 3.7806617720680304`*^9, 3.7806622613378363`*^9, + 3.780807986513105*^9, 3.780910842018375*^9, 3.7809133917034473`*^9, + 3.7812403767801247`*^9, 3.7815040985213947`*^9, 3.7818554727717657`*^9, + 3.781855567415102*^9, 3.7833220808167887`*^9, 3.7833233704854727`*^9, + 3.783323498419619*^9, 3.783323556378694*^9, 3.783323603794817*^9, { + 3.7833236367811947`*^9, 3.783323649963409*^9}, 3.783323759042511*^9, + 3.783325612989129*^9, 3.783338682387507*^9, 3.783338837034706*^9, + 3.783339601263282*^9, 3.783921835773903*^9, 3.7839260383792458`*^9, + 3.783949896175071*^9, 3.783949968355773*^9, 3.784006604884901*^9, + 3.784012601745385*^9, 3.78401315623973*^9, 3.7840147864798813`*^9, + 3.784027172062011*^9, 3.784030919636097*^9, 3.784272167447379*^9, + 3.784276548560351*^9, 3.784353368451933*^9, 3.784353894841559*^9, + 3.784355001833642*^9, 3.784356471530159*^9, 3.784356973892151*^9, + 3.784369391225046*^9, 3.784371359282373*^9, 3.784374324426096*^9, + 3.7844457604588423`*^9, 3.784526226041483*^9, 3.784631283261076*^9, + 3.7846321836620607`*^9, 3.78513469543159*^9, 3.785159536676496*^9, + 3.785218371426009*^9, 3.785220517287099*^9, 3.785221918677217*^9, + 3.785224630460204*^9, 3.786963011709457*^9, 3.787030976528421*^9, + 3.7870349258961573`*^9, 3.787383138333561*^9, 3.787386211192024*^9, + 3.7873965321855*^9, 3.787396779697236*^9, 3.7873968448307953`*^9, + 3.787396992244294*^9, 3.7873970912974586`*^9, {3.787397159382992*^9, + 3.787397215135037*^9}, 3.787397432774659*^9, 3.7874659436615763`*^9, + 3.787466643765045*^9, 3.787479919420917*^9, {3.787490654652652*^9, + 3.787490662200337*^9}, {3.787571457797812*^9, 3.7875714634766417`*^9}, { + 3.7875715980184097`*^9, 3.787571656176157*^9}, 3.787571692186776*^9, + 3.787571736695622*^9, 3.787572016341626*^9, 3.787651836364099*^9, + 3.789732962522728*^9, 3.789879022035001*^9, 3.7898790982021933`*^9, + 3.789880670051276*^9, 3.7898837292379*^9, 3.78988570402512*^9, + 3.790506848221178*^9, 3.790664637406695*^9, 3.791870434768174*^9, + 3.7923083887648163`*^9, 3.7923876874309807`*^9, 3.79273581339643*^9, + 3.7947178374223843`*^9, 3.7947994203041286`*^9, 3.7955050442284737`*^9, + 3.79560537183246*^9, 3.795926316516077*^9, 3.796090999657843*^9, + 3.7963501746783648`*^9, 3.796362416517949*^9, 3.7963627662095118`*^9, + 3.7963628050726624`*^9, 3.796540977155074*^9, 3.796965662996669*^9, + 3.796989360527028*^9, 3.79699131451084*^9, {3.796991505444392*^9, + 3.796991526356883*^9}, 3.7970704821797123`*^9, 3.7971409529126587`*^9, + 3.797141252130628*^9, 3.797154178660823*^9, 3.797154950503016*^9, + 3.797161048780514*^9, 3.79722420886919*^9, 3.799976795901505*^9, + 3.799978676361302*^9}, + CellLabel-> + "During evaluation of \ +In[28]:=",ExpressionUUID->"a6830f1f-6c8f-4046-9c91-738e0d8d0e6f"], + +Cell[BoxData[ + InterpretationBox[ + RowBox[{"\<\"mass1 = \"\>", "\[InvisibleSpace]", + RowBox[{"{", + RowBox[{ + "0.500000000004412`", ",", "0.500000000164508`", ",", + "0.5555555555476202`", ",", "0.600000000214254`", ",", + "0.6468926545363638`", ",", "0.666666666897367`", ",", + "0.698454581347664`", ",", "0.714285714244312`", ",", + "0.714896646704969`", ",", "0.750000000023138`", ",", + "0.7499999992739607`", ",", "0.777777777791007`", ",", + "0.8000000267267954`", ",", "0.8000000000017162`", ",", + "0.833333333375753`", ",", "0.846153846083027`", ",", + "0.857143751483519`", ",", "0.857142895354907`", ",", + "0.875000000000183`", ",", "0.892096034529347`", ",", + "0.900000000030348`", ",", "0.909090909039048`"}], "}"}]}], + SequenceForm[ + "mass1 = ", {0.500000000004412, 0.500000000164508, 0.5555555555476202, + 0.600000000214254, 0.6468926545363638, 0.666666666897367, + 0.698454581347664, 0.714285714244312, 0.714896646704969, 0.750000000023138, + 0.7499999992739607, 0.777777777791007, 0.8000000267267954, + 0.8000000000017162, 0.833333333375753, 0.846153846083027, + 0.857143751483519, 0.857142895354907, 0.875000000000183, 0.892096034529347, + 0.900000000030348, 0.909090909039048}], + Editable->False]], "Print", + CellChangeTimes->{{3.717223923734548*^9, 3.717223928214951*^9}, { + 3.717223971239379*^9, 3.7172239766293097`*^9}, {3.717233931322109*^9, + 3.7172339602600603`*^9}, 3.717234266025383*^9, 3.717389811826817*^9, + 3.717397798635911*^9, 3.717409088225647*^9, 3.719042269449914*^9, + 3.71972571685752*^9, 3.720497982809791*^9, 3.7206017968494253`*^9, + 3.762057944992012*^9, 3.762171308612159*^9, 3.762185878959035*^9, + 3.762230704000032*^9, 3.76257969223776*^9, 3.762579775163062*^9, + 3.76260246063175*^9, 3.762603825586153*^9, {3.7626818315079517`*^9, + 3.76268183964472*^9}, {3.762682055451223*^9, 3.762682065259396*^9}, + 3.764310838838461*^9, 3.76439221561644*^9, 3.764406820576201*^9, + 3.7644071524893913`*^9, 3.764416941641247*^9, 3.764471035389357*^9, + 3.764502311266172*^9, 3.76451318673353*^9, 3.764567390943874*^9, + 3.768568011438259*^9, 3.768572299139023*^9, 3.768645828428453*^9, + 3.7686498406439943`*^9, 3.7687018467692337`*^9, 3.7687065345918627`*^9, + 3.768882355269024*^9, 3.76890964428026*^9, 3.769135242785296*^9, + 3.769137120470574*^9, 3.769138854628717*^9, 3.769173861479599*^9, + 3.769228309277001*^9, 3.769488536636314*^9, 3.769488775493741*^9, + 3.7697540311309013`*^9, 3.7698493329786863`*^9, 3.769927143788989*^9, + 3.7699298474833517`*^9, 3.7699349643369827`*^9, {3.7700014615163918`*^9, + 3.770001486342461*^9}, 3.770089615045055*^9, 3.770091151999776*^9, + 3.7700911832234373`*^9, 3.77009121560664*^9, 3.770092860611184*^9, { + 3.770096733677506*^9, 3.770096743552308*^9}, 3.770175904771923*^9, + 3.770355813747511*^9, 3.770368575883328*^9, 3.7704310126844397`*^9, + 3.7704528133156967`*^9, 3.771218941512669*^9, 3.771673232190048*^9, + 3.771907031907504*^9, 3.771907439029517*^9, 3.771915621974977*^9, + 3.7721908396758137`*^9, 3.77219651143331*^9, 3.772247856888829*^9, + 3.7722566296994762`*^9, 3.772259084152637*^9, 3.772348455386256*^9, + 3.772367801749072*^9, 3.772370891811442*^9, {3.77242000146596*^9, + 3.7724200050229883`*^9}, 3.7724281731485243`*^9, 3.772428410081149*^9, + 3.772430677028174*^9, 3.772440462784586*^9, 3.772529273853674*^9, + 3.7728759142457733`*^9, 3.7728780519980917`*^9, 3.772885195029847*^9, + 3.772942823379051*^9, 3.7729434028029613`*^9, 3.772943543318931*^9, + 3.7729440577300873`*^9, 3.772949628763401*^9, 3.772950463819756*^9, + 3.772950515768664*^9, 3.773049286443142*^9, 3.7730496313722057`*^9, + 3.773144076011161*^9, 3.773460624127591*^9, 3.7734639993643*^9, + 3.7734713127079906`*^9, 3.773478884641347*^9, 3.773479639752248*^9, + 3.7734819682595043`*^9, 3.773645277661384*^9, 3.773646804937044*^9, + 3.773986250904626*^9, 3.7765100953056383`*^9, 3.776579083431468*^9, + 3.776662521396657*^9, 3.7766687415984173`*^9, 3.776669989743709*^9, + 3.7766754714989023`*^9, 3.7766763661356173`*^9, 3.776677554983851*^9, + 3.776678156945221*^9, 3.776679730384227*^9, 3.7766797995218353`*^9, + 3.776679922527975*^9, 3.776681466538108*^9, 3.776762885901209*^9, + 3.7770248152256727`*^9, 3.77711769599905*^9, 3.7771849674192142`*^9, + 3.77762564250346*^9, 3.777690720738963*^9, 3.7777253762606087`*^9, + 3.777786888754923*^9, 3.777953025556863*^9, 3.777964327722644*^9, + 3.778220763638605*^9, 3.778241133006884*^9, 3.77824221545049*^9, + 3.778389851806761*^9, 3.778489688892495*^9, 3.778834393767021*^9, + 3.778913036796289*^9, 3.7789186486061497`*^9, 3.778999683599246*^9, + 3.779014947266182*^9, 3.779016358891302*^9, 3.779091498784801*^9, + 3.779109063617063*^9, 3.77943804301024*^9, 3.7794390356224527`*^9, + 3.779446129998694*^9, 3.779512777100968*^9, 3.779514823682631*^9, + 3.779514859562222*^9, 3.779544709953924*^9, 3.7795459145467453`*^9, + 3.779620255613166*^9, 3.779967327511076*^9, {3.780024275082299*^9, + 3.7800242987111483`*^9}, {3.7800243789563026`*^9, 3.780024392712452*^9}, + 3.78005038726173*^9, 3.7800611518316393`*^9, 3.780115034568583*^9, + 3.7801154414361067`*^9, 3.7801994497046547`*^9, 3.780204971441471*^9, + 3.7806518574814453`*^9, 3.780657525823041*^9, {3.780657565959867*^9, + 3.780657636775197*^9}, {3.78065777491326*^9, 3.78065785994271*^9}, { + 3.780658086188407*^9, 3.780658099919643*^9}, 3.780658143216485*^9, + 3.780659665845147*^9, 3.780659847581622*^9, 3.780660150422717*^9, + 3.780660776568306*^9, 3.7806617720680304`*^9, 3.7806622613378363`*^9, + 3.780807986513105*^9, 3.780910842018375*^9, 3.7809133917034473`*^9, + 3.7812403767801247`*^9, 3.7815040985213947`*^9, 3.7818554727717657`*^9, + 3.781855567415102*^9, 3.7833220808167887`*^9, 3.7833233704854727`*^9, + 3.783323498419619*^9, 3.783323556378694*^9, 3.783323603794817*^9, { + 3.7833236367811947`*^9, 3.783323649963409*^9}, 3.783323759042511*^9, + 3.783325612989129*^9, 3.783338682387507*^9, 3.783338837034706*^9, + 3.783339601263282*^9, 3.783921835773903*^9, 3.7839260383792458`*^9, + 3.783949896175071*^9, 3.783949968355773*^9, 3.784006604884901*^9, + 3.784012601745385*^9, 3.78401315623973*^9, 3.7840147864798813`*^9, + 3.784027172062011*^9, 3.784030919636097*^9, 3.784272167447379*^9, + 3.784276548560351*^9, 3.784353368451933*^9, 3.784353894841559*^9, + 3.784355001833642*^9, 3.784356471530159*^9, 3.784356973892151*^9, + 3.784369391225046*^9, 3.784371359282373*^9, 3.784374324426096*^9, + 3.7844457604588423`*^9, 3.784526226041483*^9, 3.784631283261076*^9, + 3.7846321836620607`*^9, 3.78513469543159*^9, 3.785159536676496*^9, + 3.785218371426009*^9, 3.785220517287099*^9, 3.785221918677217*^9, + 3.785224630460204*^9, 3.786963011709457*^9, 3.787030976528421*^9, + 3.7870349258961573`*^9, 3.787383138333561*^9, 3.787386211192024*^9, + 3.7873965321855*^9, 3.787396779697236*^9, 3.7873968448307953`*^9, + 3.787396992244294*^9, 3.7873970912974586`*^9, {3.787397159382992*^9, + 3.787397215135037*^9}, 3.787397432774659*^9, 3.7874659436615763`*^9, + 3.787466643765045*^9, 3.787479919420917*^9, {3.787490654652652*^9, + 3.787490662200337*^9}, {3.787571457797812*^9, 3.7875714634766417`*^9}, { + 3.7875715980184097`*^9, 3.787571656176157*^9}, 3.787571692186776*^9, + 3.787571736695622*^9, 3.787572016341626*^9, 3.787651836364099*^9, + 3.789732962522728*^9, 3.789879022035001*^9, 3.7898790982021933`*^9, + 3.789880670051276*^9, 3.7898837292379*^9, 3.78988570402512*^9, + 3.790506848221178*^9, 3.790664637406695*^9, 3.791870434768174*^9, + 3.7923083887648163`*^9, 3.7923876874309807`*^9, 3.79273581339643*^9, + 3.7947178374223843`*^9, 3.7947994203041286`*^9, 3.7955050442284737`*^9, + 3.79560537183246*^9, 3.795926316516077*^9, 3.796090999657843*^9, + 3.7963501746783648`*^9, 3.796362416517949*^9, 3.7963627662095118`*^9, + 3.7963628050726624`*^9, 3.796540977155074*^9, 3.796965662996669*^9, + 3.796989360527028*^9, 3.79699131451084*^9, {3.796991505444392*^9, + 3.796991526356883*^9}, 3.7970704821797123`*^9, 3.7971409529126587`*^9, + 3.797141252130628*^9, 3.797154178660823*^9, 3.797154950503016*^9, + 3.797161048780514*^9, 3.79722420886919*^9, 3.799976795901505*^9, + 3.799978676363536*^9}, + CellLabel-> + "During evaluation of \ +In[28]:=",ExpressionUUID->"ae74ba09-676f-4416-8f9a-34bed6219674"], + +Cell[BoxData[ + InterpretationBox[ + RowBox[{"\<\"mass2 = \"\>", "\[InvisibleSpace]", + RowBox[{"{", + RowBox[{ + "0.499999999993418`", ",", "0.499999999835768`", ",", + "0.444444444453612`", ",", "0.399999999780508`", ",", + "0.3531073453541785`", ",", "0.333333332087215`", ",", + "0.30154541814978`", ",", "0.285714285761299`", ",", + "0.285103354260276`", ",", "0.249999999975772`", ",", + "0.2499999978324408`", ",", "0.222222222209113`", ",", + "0.2000000317856318`", ",", "0.2000000000030279`", ",", + "0.166666666620503`", ",", "0.153846153932113`", ",", + "0.14285811194958`", ",", "0.142857145997677`", ",", + "0.124999999998389`", ",", "0.107903965471499`", ",", + "0.0999999999703412`", ",", "0.0909090909840215`"}], "}"}]}], + SequenceForm[ + "mass2 = ", {0.499999999993418, 0.499999999835768, 0.444444444453612, + 0.399999999780508, 0.3531073453541785, 0.333333332087215, 0.30154541814978, + 0.285714285761299, 0.285103354260276, 0.249999999975772, + 0.2499999978324408, 0.222222222209113, 0.2000000317856318, + 0.2000000000030279, 0.166666666620503, 0.153846153932113, 0.14285811194958, + 0.142857145997677, 0.124999999998389, 0.107903965471499, + 0.0999999999703412, 0.0909090909840215}], + Editable->False]], "Print", + CellChangeTimes->{{3.717223923734548*^9, 3.717223928214951*^9}, { + 3.717223971239379*^9, 3.7172239766293097`*^9}, {3.717233931322109*^9, + 3.7172339602600603`*^9}, 3.717234266025383*^9, 3.717389811826817*^9, + 3.717397798635911*^9, 3.717409088225647*^9, 3.719042269449914*^9, + 3.71972571685752*^9, 3.720497982809791*^9, 3.7206017968494253`*^9, + 3.762057944992012*^9, 3.762171308612159*^9, 3.762185878959035*^9, + 3.762230704000032*^9, 3.76257969223776*^9, 3.762579775163062*^9, + 3.76260246063175*^9, 3.762603825586153*^9, {3.7626818315079517`*^9, + 3.76268183964472*^9}, {3.762682055451223*^9, 3.762682065259396*^9}, + 3.764310838838461*^9, 3.76439221561644*^9, 3.764406820576201*^9, + 3.7644071524893913`*^9, 3.764416941641247*^9, 3.764471035389357*^9, + 3.764502311266172*^9, 3.76451318673353*^9, 3.764567390943874*^9, + 3.768568011438259*^9, 3.768572299139023*^9, 3.768645828428453*^9, + 3.7686498406439943`*^9, 3.7687018467692337`*^9, 3.7687065345918627`*^9, + 3.768882355269024*^9, 3.76890964428026*^9, 3.769135242785296*^9, + 3.769137120470574*^9, 3.769138854628717*^9, 3.769173861479599*^9, + 3.769228309277001*^9, 3.769488536636314*^9, 3.769488775493741*^9, + 3.7697540311309013`*^9, 3.7698493329786863`*^9, 3.769927143788989*^9, + 3.7699298474833517`*^9, 3.7699349643369827`*^9, {3.7700014615163918`*^9, + 3.770001486342461*^9}, 3.770089615045055*^9, 3.770091151999776*^9, + 3.7700911832234373`*^9, 3.77009121560664*^9, 3.770092860611184*^9, { + 3.770096733677506*^9, 3.770096743552308*^9}, 3.770175904771923*^9, + 3.770355813747511*^9, 3.770368575883328*^9, 3.7704310126844397`*^9, + 3.7704528133156967`*^9, 3.771218941512669*^9, 3.771673232190048*^9, + 3.771907031907504*^9, 3.771907439029517*^9, 3.771915621974977*^9, + 3.7721908396758137`*^9, 3.77219651143331*^9, 3.772247856888829*^9, + 3.7722566296994762`*^9, 3.772259084152637*^9, 3.772348455386256*^9, + 3.772367801749072*^9, 3.772370891811442*^9, {3.77242000146596*^9, + 3.7724200050229883`*^9}, 3.7724281731485243`*^9, 3.772428410081149*^9, + 3.772430677028174*^9, 3.772440462784586*^9, 3.772529273853674*^9, + 3.7728759142457733`*^9, 3.7728780519980917`*^9, 3.772885195029847*^9, + 3.772942823379051*^9, 3.7729434028029613`*^9, 3.772943543318931*^9, + 3.7729440577300873`*^9, 3.772949628763401*^9, 3.772950463819756*^9, + 3.772950515768664*^9, 3.773049286443142*^9, 3.7730496313722057`*^9, + 3.773144076011161*^9, 3.773460624127591*^9, 3.7734639993643*^9, + 3.7734713127079906`*^9, 3.773478884641347*^9, 3.773479639752248*^9, + 3.7734819682595043`*^9, 3.773645277661384*^9, 3.773646804937044*^9, + 3.773986250904626*^9, 3.7765100953056383`*^9, 3.776579083431468*^9, + 3.776662521396657*^9, 3.7766687415984173`*^9, 3.776669989743709*^9, + 3.7766754714989023`*^9, 3.7766763661356173`*^9, 3.776677554983851*^9, + 3.776678156945221*^9, 3.776679730384227*^9, 3.7766797995218353`*^9, + 3.776679922527975*^9, 3.776681466538108*^9, 3.776762885901209*^9, + 3.7770248152256727`*^9, 3.77711769599905*^9, 3.7771849674192142`*^9, + 3.77762564250346*^9, 3.777690720738963*^9, 3.7777253762606087`*^9, + 3.777786888754923*^9, 3.777953025556863*^9, 3.777964327722644*^9, + 3.778220763638605*^9, 3.778241133006884*^9, 3.77824221545049*^9, + 3.778389851806761*^9, 3.778489688892495*^9, 3.778834393767021*^9, + 3.778913036796289*^9, 3.7789186486061497`*^9, 3.778999683599246*^9, + 3.779014947266182*^9, 3.779016358891302*^9, 3.779091498784801*^9, + 3.779109063617063*^9, 3.77943804301024*^9, 3.7794390356224527`*^9, + 3.779446129998694*^9, 3.779512777100968*^9, 3.779514823682631*^9, + 3.779514859562222*^9, 3.779544709953924*^9, 3.7795459145467453`*^9, + 3.779620255613166*^9, 3.779967327511076*^9, {3.780024275082299*^9, + 3.7800242987111483`*^9}, {3.7800243789563026`*^9, 3.780024392712452*^9}, + 3.78005038726173*^9, 3.7800611518316393`*^9, 3.780115034568583*^9, + 3.7801154414361067`*^9, 3.7801994497046547`*^9, 3.780204971441471*^9, + 3.7806518574814453`*^9, 3.780657525823041*^9, {3.780657565959867*^9, + 3.780657636775197*^9}, {3.78065777491326*^9, 3.78065785994271*^9}, { + 3.780658086188407*^9, 3.780658099919643*^9}, 3.780658143216485*^9, + 3.780659665845147*^9, 3.780659847581622*^9, 3.780660150422717*^9, + 3.780660776568306*^9, 3.7806617720680304`*^9, 3.7806622613378363`*^9, + 3.780807986513105*^9, 3.780910842018375*^9, 3.7809133917034473`*^9, + 3.7812403767801247`*^9, 3.7815040985213947`*^9, 3.7818554727717657`*^9, + 3.781855567415102*^9, 3.7833220808167887`*^9, 3.7833233704854727`*^9, + 3.783323498419619*^9, 3.783323556378694*^9, 3.783323603794817*^9, { + 3.7833236367811947`*^9, 3.783323649963409*^9}, 3.783323759042511*^9, + 3.783325612989129*^9, 3.783338682387507*^9, 3.783338837034706*^9, + 3.783339601263282*^9, 3.783921835773903*^9, 3.7839260383792458`*^9, + 3.783949896175071*^9, 3.783949968355773*^9, 3.784006604884901*^9, + 3.784012601745385*^9, 3.78401315623973*^9, 3.7840147864798813`*^9, + 3.784027172062011*^9, 3.784030919636097*^9, 3.784272167447379*^9, + 3.784276548560351*^9, 3.784353368451933*^9, 3.784353894841559*^9, + 3.784355001833642*^9, 3.784356471530159*^9, 3.784356973892151*^9, + 3.784369391225046*^9, 3.784371359282373*^9, 3.784374324426096*^9, + 3.7844457604588423`*^9, 3.784526226041483*^9, 3.784631283261076*^9, + 3.7846321836620607`*^9, 3.78513469543159*^9, 3.785159536676496*^9, + 3.785218371426009*^9, 3.785220517287099*^9, 3.785221918677217*^9, + 3.785224630460204*^9, 3.786963011709457*^9, 3.787030976528421*^9, + 3.7870349258961573`*^9, 3.787383138333561*^9, 3.787386211192024*^9, + 3.7873965321855*^9, 3.787396779697236*^9, 3.7873968448307953`*^9, + 3.787396992244294*^9, 3.7873970912974586`*^9, {3.787397159382992*^9, + 3.787397215135037*^9}, 3.787397432774659*^9, 3.7874659436615763`*^9, + 3.787466643765045*^9, 3.787479919420917*^9, {3.787490654652652*^9, + 3.787490662200337*^9}, {3.787571457797812*^9, 3.7875714634766417`*^9}, { + 3.7875715980184097`*^9, 3.787571656176157*^9}, 3.787571692186776*^9, + 3.787571736695622*^9, 3.787572016341626*^9, 3.787651836364099*^9, + 3.789732962522728*^9, 3.789879022035001*^9, 3.7898790982021933`*^9, + 3.789880670051276*^9, 3.7898837292379*^9, 3.78988570402512*^9, + 3.790506848221178*^9, 3.790664637406695*^9, 3.791870434768174*^9, + 3.7923083887648163`*^9, 3.7923876874309807`*^9, 3.79273581339643*^9, + 3.7947178374223843`*^9, 3.7947994203041286`*^9, 3.7955050442284737`*^9, + 3.79560537183246*^9, 3.795926316516077*^9, 3.796090999657843*^9, + 3.7963501746783648`*^9, 3.796362416517949*^9, 3.7963627662095118`*^9, + 3.7963628050726624`*^9, 3.796540977155074*^9, 3.796965662996669*^9, + 3.796989360527028*^9, 3.79699131451084*^9, {3.796991505444392*^9, + 3.796991526356883*^9}, 3.7970704821797123`*^9, 3.7971409529126587`*^9, + 3.797141252130628*^9, 3.797154178660823*^9, 3.797154950503016*^9, + 3.797161048780514*^9, 3.79722420886919*^9, 3.799976795901505*^9, + 3.7999786763653*^9}, + CellLabel-> + "During evaluation of \ +In[28]:=",ExpressionUUID->"b5fc516a-7491-49ea-967b-4819e58fe8ef"], + +Cell[BoxData[ + InterpretationBox[ + RowBox[{"\<\"\[Chi]1 = \"\>", "\[InvisibleSpace]", + RowBox[{"{", + RowBox[{"1.1449562`*^-9", ",", "6.41852480002`*^-9", ",", + RowBox[{"-", "8.57367805999`*^-8"}], ",", "1.2570276`*^-9", ",", + RowBox[{"-", "1.58199`*^-9"}], ",", "3.13694116327`*^-8", ",", + RowBox[{"-", "1.109800696`*^-7"}], ",", "9.83932629999`*^-9", ",", + RowBox[{"-", "8.90154823`*^-8"}], ",", "1.1691109`*^-9", ",", + RowBox[{"-", "3.15913924999`*^-8"}], ",", "3.5372158`*^-9", ",", + RowBox[{"-", "1.7058991`*^-9"}], ",", "1.54966285`*^-8", ",", "0", ",", + "6.15020100001`*^-10", ",", + RowBox[{"-", "2.75915882`*^-8"}], ",", "9.18943070825`*^-9", ",", "0", + ",", "1.20129253`*^-8", ",", "2.21488837`*^-8", ",", + RowBox[{"-", "3.60361257`*^-8"}]}], "}"}]}], + SequenceForm[ + "\[Chi]1 = ", { + 1.1449562*^-9, 6.41852480002*^-9, -8.57367805999*^-8, + 1.2570276*^-9, -1.58199*^-9, 3.13694116327*^-8, -1.109800696*^-7, + 9.83932629999*^-9, -8.90154823*^-8, 1.1691109*^-9, -3.15913924999*^-8, + 3.5372158*^-9, -1.7058991*^-9, 1.54966285*^-8, 0, + 6.15020100001*^-10, -2.75915882*^-8, 9.18943070825*^-9, 0, 1.20129253*^-8, + 2.21488837*^-8, -3.60361257*^-8}], + Editable->False]], "Print", + CellChangeTimes->{{3.717223923734548*^9, 3.717223928214951*^9}, { + 3.717223971239379*^9, 3.7172239766293097`*^9}, {3.717233931322109*^9, + 3.7172339602600603`*^9}, 3.717234266025383*^9, 3.717389811826817*^9, + 3.717397798635911*^9, 3.717409088225647*^9, 3.719042269449914*^9, + 3.71972571685752*^9, 3.720497982809791*^9, 3.7206017968494253`*^9, + 3.762057944992012*^9, 3.762171308612159*^9, 3.762185878959035*^9, + 3.762230704000032*^9, 3.76257969223776*^9, 3.762579775163062*^9, + 3.76260246063175*^9, 3.762603825586153*^9, {3.7626818315079517`*^9, + 3.76268183964472*^9}, {3.762682055451223*^9, 3.762682065259396*^9}, + 3.764310838838461*^9, 3.76439221561644*^9, 3.764406820576201*^9, + 3.7644071524893913`*^9, 3.764416941641247*^9, 3.764471035389357*^9, + 3.764502311266172*^9, 3.76451318673353*^9, 3.764567390943874*^9, + 3.768568011438259*^9, 3.768572299139023*^9, 3.768645828428453*^9, + 3.7686498406439943`*^9, 3.7687018467692337`*^9, 3.7687065345918627`*^9, + 3.768882355269024*^9, 3.76890964428026*^9, 3.769135242785296*^9, + 3.769137120470574*^9, 3.769138854628717*^9, 3.769173861479599*^9, + 3.769228309277001*^9, 3.769488536636314*^9, 3.769488775493741*^9, + 3.7697540311309013`*^9, 3.7698493329786863`*^9, 3.769927143788989*^9, + 3.7699298474833517`*^9, 3.7699349643369827`*^9, {3.7700014615163918`*^9, + 3.770001486342461*^9}, 3.770089615045055*^9, 3.770091151999776*^9, + 3.7700911832234373`*^9, 3.77009121560664*^9, 3.770092860611184*^9, { + 3.770096733677506*^9, 3.770096743552308*^9}, 3.770175904771923*^9, + 3.770355813747511*^9, 3.770368575883328*^9, 3.7704310126844397`*^9, + 3.7704528133156967`*^9, 3.771218941512669*^9, 3.771673232190048*^9, + 3.771907031907504*^9, 3.771907439029517*^9, 3.771915621974977*^9, + 3.7721908396758137`*^9, 3.77219651143331*^9, 3.772247856888829*^9, + 3.7722566296994762`*^9, 3.772259084152637*^9, 3.772348455386256*^9, + 3.772367801749072*^9, 3.772370891811442*^9, {3.77242000146596*^9, + 3.7724200050229883`*^9}, 3.7724281731485243`*^9, 3.772428410081149*^9, + 3.772430677028174*^9, 3.772440462784586*^9, 3.772529273853674*^9, + 3.7728759142457733`*^9, 3.7728780519980917`*^9, 3.772885195029847*^9, + 3.772942823379051*^9, 3.7729434028029613`*^9, 3.772943543318931*^9, + 3.7729440577300873`*^9, 3.772949628763401*^9, 3.772950463819756*^9, + 3.772950515768664*^9, 3.773049286443142*^9, 3.7730496313722057`*^9, + 3.773144076011161*^9, 3.773460624127591*^9, 3.7734639993643*^9, + 3.7734713127079906`*^9, 3.773478884641347*^9, 3.773479639752248*^9, + 3.7734819682595043`*^9, 3.773645277661384*^9, 3.773646804937044*^9, + 3.773986250904626*^9, 3.7765100953056383`*^9, 3.776579083431468*^9, + 3.776662521396657*^9, 3.7766687415984173`*^9, 3.776669989743709*^9, + 3.7766754714989023`*^9, 3.7766763661356173`*^9, 3.776677554983851*^9, + 3.776678156945221*^9, 3.776679730384227*^9, 3.7766797995218353`*^9, + 3.776679922527975*^9, 3.776681466538108*^9, 3.776762885901209*^9, + 3.7770248152256727`*^9, 3.77711769599905*^9, 3.7771849674192142`*^9, + 3.77762564250346*^9, 3.777690720738963*^9, 3.7777253762606087`*^9, + 3.777786888754923*^9, 3.777953025556863*^9, 3.777964327722644*^9, + 3.778220763638605*^9, 3.778241133006884*^9, 3.77824221545049*^9, + 3.778389851806761*^9, 3.778489688892495*^9, 3.778834393767021*^9, + 3.778913036796289*^9, 3.7789186486061497`*^9, 3.778999683599246*^9, + 3.779014947266182*^9, 3.779016358891302*^9, 3.779091498784801*^9, + 3.779109063617063*^9, 3.77943804301024*^9, 3.7794390356224527`*^9, + 3.779446129998694*^9, 3.779512777100968*^9, 3.779514823682631*^9, + 3.779514859562222*^9, 3.779544709953924*^9, 3.7795459145467453`*^9, + 3.779620255613166*^9, 3.779967327511076*^9, {3.780024275082299*^9, + 3.7800242987111483`*^9}, {3.7800243789563026`*^9, 3.780024392712452*^9}, + 3.78005038726173*^9, 3.7800611518316393`*^9, 3.780115034568583*^9, + 3.7801154414361067`*^9, 3.7801994497046547`*^9, 3.780204971441471*^9, + 3.7806518574814453`*^9, 3.780657525823041*^9, {3.780657565959867*^9, + 3.780657636775197*^9}, {3.78065777491326*^9, 3.78065785994271*^9}, { + 3.780658086188407*^9, 3.780658099919643*^9}, 3.780658143216485*^9, + 3.780659665845147*^9, 3.780659847581622*^9, 3.780660150422717*^9, + 3.780660776568306*^9, 3.7806617720680304`*^9, 3.7806622613378363`*^9, + 3.780807986513105*^9, 3.780910842018375*^9, 3.7809133917034473`*^9, + 3.7812403767801247`*^9, 3.7815040985213947`*^9, 3.7818554727717657`*^9, + 3.781855567415102*^9, 3.7833220808167887`*^9, 3.7833233704854727`*^9, + 3.783323498419619*^9, 3.783323556378694*^9, 3.783323603794817*^9, { + 3.7833236367811947`*^9, 3.783323649963409*^9}, 3.783323759042511*^9, + 3.783325612989129*^9, 3.783338682387507*^9, 3.783338837034706*^9, + 3.783339601263282*^9, 3.783921835773903*^9, 3.7839260383792458`*^9, + 3.783949896175071*^9, 3.783949968355773*^9, 3.784006604884901*^9, + 3.784012601745385*^9, 3.78401315623973*^9, 3.7840147864798813`*^9, + 3.784027172062011*^9, 3.784030919636097*^9, 3.784272167447379*^9, + 3.784276548560351*^9, 3.784353368451933*^9, 3.784353894841559*^9, + 3.784355001833642*^9, 3.784356471530159*^9, 3.784356973892151*^9, + 3.784369391225046*^9, 3.784371359282373*^9, 3.784374324426096*^9, + 3.7844457604588423`*^9, 3.784526226041483*^9, 3.784631283261076*^9, + 3.7846321836620607`*^9, 3.78513469543159*^9, 3.785159536676496*^9, + 3.785218371426009*^9, 3.785220517287099*^9, 3.785221918677217*^9, + 3.785224630460204*^9, 3.786963011709457*^9, 3.787030976528421*^9, + 3.7870349258961573`*^9, 3.787383138333561*^9, 3.787386211192024*^9, + 3.7873965321855*^9, 3.787396779697236*^9, 3.7873968448307953`*^9, + 3.787396992244294*^9, 3.7873970912974586`*^9, {3.787397159382992*^9, + 3.787397215135037*^9}, 3.787397432774659*^9, 3.7874659436615763`*^9, + 3.787466643765045*^9, 3.787479919420917*^9, {3.787490654652652*^9, + 3.787490662200337*^9}, {3.787571457797812*^9, 3.7875714634766417`*^9}, { + 3.7875715980184097`*^9, 3.787571656176157*^9}, 3.787571692186776*^9, + 3.787571736695622*^9, 3.787572016341626*^9, 3.787651836364099*^9, + 3.789732962522728*^9, 3.789879022035001*^9, 3.7898790982021933`*^9, + 3.789880670051276*^9, 3.7898837292379*^9, 3.78988570402512*^9, + 3.790506848221178*^9, 3.790664637406695*^9, 3.791870434768174*^9, + 3.7923083887648163`*^9, 3.7923876874309807`*^9, 3.79273581339643*^9, + 3.7947178374223843`*^9, 3.7947994203041286`*^9, 3.7955050442284737`*^9, + 3.79560537183246*^9, 3.795926316516077*^9, 3.796090999657843*^9, + 3.7963501746783648`*^9, 3.796362416517949*^9, 3.7963627662095118`*^9, + 3.7963628050726624`*^9, 3.796540977155074*^9, 3.796965662996669*^9, + 3.796989360527028*^9, 3.79699131451084*^9, {3.796991505444392*^9, + 3.796991526356883*^9}, 3.7970704821797123`*^9, 3.7971409529126587`*^9, + 3.797141252130628*^9, 3.797154178660823*^9, 3.797154950503016*^9, + 3.797161048780514*^9, 3.79722420886919*^9, 3.799976795901505*^9, + 3.7999786763670597`*^9}, + CellLabel-> + "During evaluation of \ +In[28]:=",ExpressionUUID->"ee5f05cc-8d1a-458f-819c-9dbe5b7f78ad"], + +Cell[BoxData[ + InterpretationBox[ + RowBox[{"\<\"\[Chi]2 = \"\>", "\[InvisibleSpace]", + RowBox[{"{", + RowBox[{"0", ",", "1.866398`*^-10", ",", + RowBox[{"-", "9.04576959998`*^-9"}], ",", "0", ",", + RowBox[{"-", "2.78424188`*^-8"}], ",", "6.97373888336`*^-10", ",", + RowBox[{"-", "1.06937269`*^-7"}], ",", "9.004248`*^-10", ",", + RowBox[{"-", "4.352994866`*^-7"}], ",", "4.363743`*^-10", ",", + RowBox[{"-", "3.021402121`*^-7"}], ",", "8.810426`*^-10", ",", + RowBox[{"-", "1.64615316`*^-8"}], ",", + RowBox[{"-", "1.36496993`*^-8"}], ",", "0", ",", "0", ",", + RowBox[{"-", "5.77306476998`*^-8"}], ",", "9.15205298629`*^-9", ",", "0", + ",", + RowBox[{"-", "1.545265`*^-10"}], ",", + RowBox[{"-", "1.921429`*^-10"}], ",", "0"}], "}"}]}], + SequenceForm[ + "\[Chi]2 = ", { + 0, 1.866398*^-10, -9.04576959998*^-9, 0, -2.78424188*^-8, + 6.97373888336*^-10, -1.06937269*^-7, 9.004248*^-10, -4.352994866*^-7, + 4.363743*^-10, -3.021402121*^-7, + 8.810426*^-10, -1.64615316*^-8, -1.36496993*^-8, 0, 0, -5.77306476998*^-8, + 9.15205298629*^-9, 0, -1.545265*^-10, -1.921429*^-10, 0}], + Editable->False]], "Print", + CellChangeTimes->{{3.717223923734548*^9, 3.717223928214951*^9}, { + 3.717223971239379*^9, 3.7172239766293097`*^9}, {3.717233931322109*^9, + 3.7172339602600603`*^9}, 3.717234266025383*^9, 3.717389811826817*^9, + 3.717397798635911*^9, 3.717409088225647*^9, 3.719042269449914*^9, + 3.71972571685752*^9, 3.720497982809791*^9, 3.7206017968494253`*^9, + 3.762057944992012*^9, 3.762171308612159*^9, 3.762185878959035*^9, + 3.762230704000032*^9, 3.76257969223776*^9, 3.762579775163062*^9, + 3.76260246063175*^9, 3.762603825586153*^9, {3.7626818315079517`*^9, + 3.76268183964472*^9}, {3.762682055451223*^9, 3.762682065259396*^9}, + 3.764310838838461*^9, 3.76439221561644*^9, 3.764406820576201*^9, + 3.7644071524893913`*^9, 3.764416941641247*^9, 3.764471035389357*^9, + 3.764502311266172*^9, 3.76451318673353*^9, 3.764567390943874*^9, + 3.768568011438259*^9, 3.768572299139023*^9, 3.768645828428453*^9, + 3.7686498406439943`*^9, 3.7687018467692337`*^9, 3.7687065345918627`*^9, + 3.768882355269024*^9, 3.76890964428026*^9, 3.769135242785296*^9, + 3.769137120470574*^9, 3.769138854628717*^9, 3.769173861479599*^9, + 3.769228309277001*^9, 3.769488536636314*^9, 3.769488775493741*^9, + 3.7697540311309013`*^9, 3.7698493329786863`*^9, 3.769927143788989*^9, + 3.7699298474833517`*^9, 3.7699349643369827`*^9, {3.7700014615163918`*^9, + 3.770001486342461*^9}, 3.770089615045055*^9, 3.770091151999776*^9, + 3.7700911832234373`*^9, 3.77009121560664*^9, 3.770092860611184*^9, { + 3.770096733677506*^9, 3.770096743552308*^9}, 3.770175904771923*^9, + 3.770355813747511*^9, 3.770368575883328*^9, 3.7704310126844397`*^9, + 3.7704528133156967`*^9, 3.771218941512669*^9, 3.771673232190048*^9, + 3.771907031907504*^9, 3.771907439029517*^9, 3.771915621974977*^9, + 3.7721908396758137`*^9, 3.77219651143331*^9, 3.772247856888829*^9, + 3.7722566296994762`*^9, 3.772259084152637*^9, 3.772348455386256*^9, + 3.772367801749072*^9, 3.772370891811442*^9, {3.77242000146596*^9, + 3.7724200050229883`*^9}, 3.7724281731485243`*^9, 3.772428410081149*^9, + 3.772430677028174*^9, 3.772440462784586*^9, 3.772529273853674*^9, + 3.7728759142457733`*^9, 3.7728780519980917`*^9, 3.772885195029847*^9, + 3.772942823379051*^9, 3.7729434028029613`*^9, 3.772943543318931*^9, + 3.7729440577300873`*^9, 3.772949628763401*^9, 3.772950463819756*^9, + 3.772950515768664*^9, 3.773049286443142*^9, 3.7730496313722057`*^9, + 3.773144076011161*^9, 3.773460624127591*^9, 3.7734639993643*^9, + 3.7734713127079906`*^9, 3.773478884641347*^9, 3.773479639752248*^9, + 3.7734819682595043`*^9, 3.773645277661384*^9, 3.773646804937044*^9, + 3.773986250904626*^9, 3.7765100953056383`*^9, 3.776579083431468*^9, + 3.776662521396657*^9, 3.7766687415984173`*^9, 3.776669989743709*^9, + 3.7766754714989023`*^9, 3.7766763661356173`*^9, 3.776677554983851*^9, + 3.776678156945221*^9, 3.776679730384227*^9, 3.7766797995218353`*^9, + 3.776679922527975*^9, 3.776681466538108*^9, 3.776762885901209*^9, + 3.7770248152256727`*^9, 3.77711769599905*^9, 3.7771849674192142`*^9, + 3.77762564250346*^9, 3.777690720738963*^9, 3.7777253762606087`*^9, + 3.777786888754923*^9, 3.777953025556863*^9, 3.777964327722644*^9, + 3.778220763638605*^9, 3.778241133006884*^9, 3.77824221545049*^9, + 3.778389851806761*^9, 3.778489688892495*^9, 3.778834393767021*^9, + 3.778913036796289*^9, 3.7789186486061497`*^9, 3.778999683599246*^9, + 3.779014947266182*^9, 3.779016358891302*^9, 3.779091498784801*^9, + 3.779109063617063*^9, 3.77943804301024*^9, 3.7794390356224527`*^9, + 3.779446129998694*^9, 3.779512777100968*^9, 3.779514823682631*^9, + 3.779514859562222*^9, 3.779544709953924*^9, 3.7795459145467453`*^9, + 3.779620255613166*^9, 3.779967327511076*^9, {3.780024275082299*^9, + 3.7800242987111483`*^9}, {3.7800243789563026`*^9, 3.780024392712452*^9}, + 3.78005038726173*^9, 3.7800611518316393`*^9, 3.780115034568583*^9, + 3.7801154414361067`*^9, 3.7801994497046547`*^9, 3.780204971441471*^9, + 3.7806518574814453`*^9, 3.780657525823041*^9, {3.780657565959867*^9, + 3.780657636775197*^9}, {3.78065777491326*^9, 3.78065785994271*^9}, { + 3.780658086188407*^9, 3.780658099919643*^9}, 3.780658143216485*^9, + 3.780659665845147*^9, 3.780659847581622*^9, 3.780660150422717*^9, + 3.780660776568306*^9, 3.7806617720680304`*^9, 3.7806622613378363`*^9, + 3.780807986513105*^9, 3.780910842018375*^9, 3.7809133917034473`*^9, + 3.7812403767801247`*^9, 3.7815040985213947`*^9, 3.7818554727717657`*^9, + 3.781855567415102*^9, 3.7833220808167887`*^9, 3.7833233704854727`*^9, + 3.783323498419619*^9, 3.783323556378694*^9, 3.783323603794817*^9, { + 3.7833236367811947`*^9, 3.783323649963409*^9}, 3.783323759042511*^9, + 3.783325612989129*^9, 3.783338682387507*^9, 3.783338837034706*^9, + 3.783339601263282*^9, 3.783921835773903*^9, 3.7839260383792458`*^9, + 3.783949896175071*^9, 3.783949968355773*^9, 3.784006604884901*^9, + 3.784012601745385*^9, 3.78401315623973*^9, 3.7840147864798813`*^9, + 3.784027172062011*^9, 3.784030919636097*^9, 3.784272167447379*^9, + 3.784276548560351*^9, 3.784353368451933*^9, 3.784353894841559*^9, + 3.784355001833642*^9, 3.784356471530159*^9, 3.784356973892151*^9, + 3.784369391225046*^9, 3.784371359282373*^9, 3.784374324426096*^9, + 3.7844457604588423`*^9, 3.784526226041483*^9, 3.784631283261076*^9, + 3.7846321836620607`*^9, 3.78513469543159*^9, 3.785159536676496*^9, + 3.785218371426009*^9, 3.785220517287099*^9, 3.785221918677217*^9, + 3.785224630460204*^9, 3.786963011709457*^9, 3.787030976528421*^9, + 3.7870349258961573`*^9, 3.787383138333561*^9, 3.787386211192024*^9, + 3.7873965321855*^9, 3.787396779697236*^9, 3.7873968448307953`*^9, + 3.787396992244294*^9, 3.7873970912974586`*^9, {3.787397159382992*^9, + 3.787397215135037*^9}, 3.787397432774659*^9, 3.7874659436615763`*^9, + 3.787466643765045*^9, 3.787479919420917*^9, {3.787490654652652*^9, + 3.787490662200337*^9}, {3.787571457797812*^9, 3.7875714634766417`*^9}, { + 3.7875715980184097`*^9, 3.787571656176157*^9}, 3.787571692186776*^9, + 3.787571736695622*^9, 3.787572016341626*^9, 3.787651836364099*^9, + 3.789732962522728*^9, 3.789879022035001*^9, 3.7898790982021933`*^9, + 3.789880670051276*^9, 3.7898837292379*^9, 3.78988570402512*^9, + 3.790506848221178*^9, 3.790664637406695*^9, 3.791870434768174*^9, + 3.7923083887648163`*^9, 3.7923876874309807`*^9, 3.79273581339643*^9, + 3.7947178374223843`*^9, 3.7947994203041286`*^9, 3.7955050442284737`*^9, + 3.79560537183246*^9, 3.795926316516077*^9, 3.796090999657843*^9, + 3.7963501746783648`*^9, 3.796362416517949*^9, 3.7963627662095118`*^9, + 3.7963628050726624`*^9, 3.796540977155074*^9, 3.796965662996669*^9, + 3.796989360527028*^9, 3.79699131451084*^9, {3.796991505444392*^9, + 3.796991526356883*^9}, 3.7970704821797123`*^9, 3.7971409529126587`*^9, + 3.797141252130628*^9, 3.797154178660823*^9, 3.797154950503016*^9, + 3.797161048780514*^9, 3.79722420886919*^9, 3.799976795901505*^9, + 3.79997867636909*^9}, + CellLabel-> + "During evaluation of \ +In[28]:=",ExpressionUUID->"5a2baddc-ae89-4ca0-b71a-00cbb892a138"], + +Cell[BoxData[ + InterpretationBox[ + RowBox[{"\<\"m1/m2 = \"\>", "\[InvisibleSpace]", + RowBox[{"{", + RowBox[{ + "1.0000000000219882`", ",", "1.00000000065748`", ",", + "1.2499999999563618`", ",", "1.50000000135873`", ",", + "1.8319999939041451`", ",", "2.000000008168811`", ",", + "2.316250021748751`", ",", "2.499999999443726`", ",", + "2.507499950534875`", ",", "3.0000000003832885`", ",", + "3.0000000231065527`", ",", "3.5000000002660014`", ",", + "3.9999994979214204`", ",", "3.999999999948023`", ",", + "5.000000001639428`", ",", "5.499999996466635`", ",", + "5.9999655587359095`", ",", "6.000000135581913`", ",", + "7.00000000009168`", ",", "8.267499999941885`", ",", + "9.000000002972772`", ",", "9.999999991187163`"}], "}"}]}], + SequenceForm[ + "m1/m2 = ", {1.0000000000219882`, 1.00000000065748, 1.2499999999563618`, + 1.50000000135873, 1.8319999939041451`, 2.000000008168811, + 2.316250021748751, 2.499999999443726, 2.507499950534875, + 3.0000000003832885`, 3.0000000231065527`, 3.5000000002660014`, + 3.9999994979214204`, 3.999999999948023, 5.000000001639428, + 5.499999996466635, 5.9999655587359095`, 6.000000135581913, + 7.00000000009168, 8.267499999941885, 9.000000002972772, 9.999999991187163}], + Editable->False]], "Print", + CellChangeTimes->{{3.717223923734548*^9, 3.717223928214951*^9}, { + 3.717223971239379*^9, 3.7172239766293097`*^9}, {3.717233931322109*^9, + 3.7172339602600603`*^9}, 3.717234266025383*^9, 3.717389811826817*^9, + 3.717397798635911*^9, 3.717409088225647*^9, 3.719042269449914*^9, + 3.71972571685752*^9, 3.720497982809791*^9, 3.7206017968494253`*^9, + 3.762057944992012*^9, 3.762171308612159*^9, 3.762185878959035*^9, + 3.762230704000032*^9, 3.76257969223776*^9, 3.762579775163062*^9, + 3.76260246063175*^9, 3.762603825586153*^9, {3.7626818315079517`*^9, + 3.76268183964472*^9}, {3.762682055451223*^9, 3.762682065259396*^9}, + 3.764310838838461*^9, 3.76439221561644*^9, 3.764406820576201*^9, + 3.7644071524893913`*^9, 3.764416941641247*^9, 3.764471035389357*^9, + 3.764502311266172*^9, 3.76451318673353*^9, 3.764567390943874*^9, + 3.768568011438259*^9, 3.768572299139023*^9, 3.768645828428453*^9, + 3.7686498406439943`*^9, 3.7687018467692337`*^9, 3.7687065345918627`*^9, + 3.768882355269024*^9, 3.76890964428026*^9, 3.769135242785296*^9, + 3.769137120470574*^9, 3.769138854628717*^9, 3.769173861479599*^9, + 3.769228309277001*^9, 3.769488536636314*^9, 3.769488775493741*^9, + 3.7697540311309013`*^9, 3.7698493329786863`*^9, 3.769927143788989*^9, + 3.7699298474833517`*^9, 3.7699349643369827`*^9, {3.7700014615163918`*^9, + 3.770001486342461*^9}, 3.770089615045055*^9, 3.770091151999776*^9, + 3.7700911832234373`*^9, 3.77009121560664*^9, 3.770092860611184*^9, { + 3.770096733677506*^9, 3.770096743552308*^9}, 3.770175904771923*^9, + 3.770355813747511*^9, 3.770368575883328*^9, 3.7704310126844397`*^9, + 3.7704528133156967`*^9, 3.771218941512669*^9, 3.771673232190048*^9, + 3.771907031907504*^9, 3.771907439029517*^9, 3.771915621974977*^9, + 3.7721908396758137`*^9, 3.77219651143331*^9, 3.772247856888829*^9, + 3.7722566296994762`*^9, 3.772259084152637*^9, 3.772348455386256*^9, + 3.772367801749072*^9, 3.772370891811442*^9, {3.77242000146596*^9, + 3.7724200050229883`*^9}, 3.7724281731485243`*^9, 3.772428410081149*^9, + 3.772430677028174*^9, 3.772440462784586*^9, 3.772529273853674*^9, + 3.7728759142457733`*^9, 3.7728780519980917`*^9, 3.772885195029847*^9, + 3.772942823379051*^9, 3.7729434028029613`*^9, 3.772943543318931*^9, + 3.7729440577300873`*^9, 3.772949628763401*^9, 3.772950463819756*^9, + 3.772950515768664*^9, 3.773049286443142*^9, 3.7730496313722057`*^9, + 3.773144076011161*^9, 3.773460624127591*^9, 3.7734639993643*^9, + 3.7734713127079906`*^9, 3.773478884641347*^9, 3.773479639752248*^9, + 3.7734819682595043`*^9, 3.773645277661384*^9, 3.773646804937044*^9, + 3.773986250904626*^9, 3.7765100953056383`*^9, 3.776579083431468*^9, + 3.776662521396657*^9, 3.7766687415984173`*^9, 3.776669989743709*^9, + 3.7766754714989023`*^9, 3.7766763661356173`*^9, 3.776677554983851*^9, + 3.776678156945221*^9, 3.776679730384227*^9, 3.7766797995218353`*^9, + 3.776679922527975*^9, 3.776681466538108*^9, 3.776762885901209*^9, + 3.7770248152256727`*^9, 3.77711769599905*^9, 3.7771849674192142`*^9, + 3.77762564250346*^9, 3.777690720738963*^9, 3.7777253762606087`*^9, + 3.777786888754923*^9, 3.777953025556863*^9, 3.777964327722644*^9, + 3.778220763638605*^9, 3.778241133006884*^9, 3.77824221545049*^9, + 3.778389851806761*^9, 3.778489688892495*^9, 3.778834393767021*^9, + 3.778913036796289*^9, 3.7789186486061497`*^9, 3.778999683599246*^9, + 3.779014947266182*^9, 3.779016358891302*^9, 3.779091498784801*^9, + 3.779109063617063*^9, 3.77943804301024*^9, 3.7794390356224527`*^9, + 3.779446129998694*^9, 3.779512777100968*^9, 3.779514823682631*^9, + 3.779514859562222*^9, 3.779544709953924*^9, 3.7795459145467453`*^9, + 3.779620255613166*^9, 3.779967327511076*^9, {3.780024275082299*^9, + 3.7800242987111483`*^9}, {3.7800243789563026`*^9, 3.780024392712452*^9}, + 3.78005038726173*^9, 3.7800611518316393`*^9, 3.780115034568583*^9, + 3.7801154414361067`*^9, 3.7801994497046547`*^9, 3.780204971441471*^9, + 3.7806518574814453`*^9, 3.780657525823041*^9, {3.780657565959867*^9, + 3.780657636775197*^9}, {3.78065777491326*^9, 3.78065785994271*^9}, { + 3.780658086188407*^9, 3.780658099919643*^9}, 3.780658143216485*^9, + 3.780659665845147*^9, 3.780659847581622*^9, 3.780660150422717*^9, + 3.780660776568306*^9, 3.7806617720680304`*^9, 3.7806622613378363`*^9, + 3.780807986513105*^9, 3.780910842018375*^9, 3.7809133917034473`*^9, + 3.7812403767801247`*^9, 3.7815040985213947`*^9, 3.7818554727717657`*^9, + 3.781855567415102*^9, 3.7833220808167887`*^9, 3.7833233704854727`*^9, + 3.783323498419619*^9, 3.783323556378694*^9, 3.783323603794817*^9, { + 3.7833236367811947`*^9, 3.783323649963409*^9}, 3.783323759042511*^9, + 3.783325612989129*^9, 3.783338682387507*^9, 3.783338837034706*^9, + 3.783339601263282*^9, 3.783921835773903*^9, 3.7839260383792458`*^9, + 3.783949896175071*^9, 3.783949968355773*^9, 3.784006604884901*^9, + 3.784012601745385*^9, 3.78401315623973*^9, 3.7840147864798813`*^9, + 3.784027172062011*^9, 3.784030919636097*^9, 3.784272167447379*^9, + 3.784276548560351*^9, 3.784353368451933*^9, 3.784353894841559*^9, + 3.784355001833642*^9, 3.784356471530159*^9, 3.784356973892151*^9, + 3.784369391225046*^9, 3.784371359282373*^9, 3.784374324426096*^9, + 3.7844457604588423`*^9, 3.784526226041483*^9, 3.784631283261076*^9, + 3.7846321836620607`*^9, 3.78513469543159*^9, 3.785159536676496*^9, + 3.785218371426009*^9, 3.785220517287099*^9, 3.785221918677217*^9, + 3.785224630460204*^9, 3.786963011709457*^9, 3.787030976528421*^9, + 3.7870349258961573`*^9, 3.787383138333561*^9, 3.787386211192024*^9, + 3.7873965321855*^9, 3.787396779697236*^9, 3.7873968448307953`*^9, + 3.787396992244294*^9, 3.7873970912974586`*^9, {3.787397159382992*^9, + 3.787397215135037*^9}, 3.787397432774659*^9, 3.7874659436615763`*^9, + 3.787466643765045*^9, 3.787479919420917*^9, {3.787490654652652*^9, + 3.787490662200337*^9}, {3.787571457797812*^9, 3.7875714634766417`*^9}, { + 3.7875715980184097`*^9, 3.787571656176157*^9}, 3.787571692186776*^9, + 3.787571736695622*^9, 3.787572016341626*^9, 3.787651836364099*^9, + 3.789732962522728*^9, 3.789879022035001*^9, 3.7898790982021933`*^9, + 3.789880670051276*^9, 3.7898837292379*^9, 3.78988570402512*^9, + 3.790506848221178*^9, 3.790664637406695*^9, 3.791870434768174*^9, + 3.7923083887648163`*^9, 3.7923876874309807`*^9, 3.79273581339643*^9, + 3.7947178374223843`*^9, 3.7947994203041286`*^9, 3.7955050442284737`*^9, + 3.79560537183246*^9, 3.795926316516077*^9, 3.796090999657843*^9, + 3.7963501746783648`*^9, 3.796362416517949*^9, 3.7963627662095118`*^9, + 3.7963628050726624`*^9, 3.796540977155074*^9, 3.796965662996669*^9, + 3.796989360527028*^9, 3.79699131451084*^9, {3.796991505444392*^9, + 3.796991526356883*^9}, 3.7970704821797123`*^9, 3.7971409529126587`*^9, + 3.797141252130628*^9, 3.797154178660823*^9, 3.797154950503016*^9, + 3.797161048780514*^9, 3.79722420886919*^9, 3.799976795901505*^9, + 3.799978676370906*^9}, + CellLabel-> + "During evaluation of \ +In[28]:=",ExpressionUUID->"0f26f80b-4cb0-4a10-8111-94f108ffe945"], + +Cell[BoxData[ + InterpretationBox[ + RowBox[{"\<\"m1\[CenterDot]m2 = \"\>", "\[InvisibleSpace]", + RowBox[{"{", + RowBox[{ + "0.25`", ",", "0.24999999999999994`", ",", "0.2469135802478713`", ",", + "0.23999999995652066`", ",", "0.22842254802245826`", ",", + "0.22222222191967364`", ",", "0.2106157790028033`", ",", + "0.2040816326725227`", ",", "0.20381943153153878`", ",", + "0.18749999998802228`", ",", "0.1874999992779202`", ",", + "0.1728395061655418`", ",", "0.1600000120498867`", ",", + "0.16000000000124742`", ",", "0.1388888888585291`", ",", + "0.13017751485079707`", ",", "0.12244948165305622`", ",", + "0.12244897761542405`", ",", "0.1093749999989256`", ",", + "0.09626069970695296`", ",", "0.08999999997621783`", ",", + "0.08264462815876447`"}], "}"}]}], + SequenceForm[ + "m1\[CenterDot]m2 = ", {0.25, 0.24999999999999994`, 0.2469135802478713, + 0.23999999995652066`, 0.22842254802245826`, 0.22222222191967364`, + 0.2106157790028033, 0.2040816326725227, 0.20381943153153878`, + 0.18749999998802228`, 0.1874999992779202, 0.1728395061655418, + 0.1600000120498867, 0.16000000000124742`, 0.1388888888585291, + 0.13017751485079707`, 0.12244948165305622`, 0.12244897761542405`, + 0.1093749999989256, 0.09626069970695296, 0.08999999997621783, + 0.08264462815876447}], + Editable->False]], "Print", + CellChangeTimes->{{3.717223923734548*^9, 3.717223928214951*^9}, { + 3.717223971239379*^9, 3.7172239766293097`*^9}, {3.717233931322109*^9, + 3.7172339602600603`*^9}, 3.717234266025383*^9, 3.717389811826817*^9, + 3.717397798635911*^9, 3.717409088225647*^9, 3.719042269449914*^9, + 3.71972571685752*^9, 3.720497982809791*^9, 3.7206017968494253`*^9, + 3.762057944992012*^9, 3.762171308612159*^9, 3.762185878959035*^9, + 3.762230704000032*^9, 3.76257969223776*^9, 3.762579775163062*^9, + 3.76260246063175*^9, 3.762603825586153*^9, {3.7626818315079517`*^9, + 3.76268183964472*^9}, {3.762682055451223*^9, 3.762682065259396*^9}, + 3.764310838838461*^9, 3.76439221561644*^9, 3.764406820576201*^9, + 3.7644071524893913`*^9, 3.764416941641247*^9, 3.764471035389357*^9, + 3.764502311266172*^9, 3.76451318673353*^9, 3.764567390943874*^9, + 3.768568011438259*^9, 3.768572299139023*^9, 3.768645828428453*^9, + 3.7686498406439943`*^9, 3.7687018467692337`*^9, 3.7687065345918627`*^9, + 3.768882355269024*^9, 3.76890964428026*^9, 3.769135242785296*^9, + 3.769137120470574*^9, 3.769138854628717*^9, 3.769173861479599*^9, + 3.769228309277001*^9, 3.769488536636314*^9, 3.769488775493741*^9, + 3.7697540311309013`*^9, 3.7698493329786863`*^9, 3.769927143788989*^9, + 3.7699298474833517`*^9, 3.7699349643369827`*^9, {3.7700014615163918`*^9, + 3.770001486342461*^9}, 3.770089615045055*^9, 3.770091151999776*^9, + 3.7700911832234373`*^9, 3.77009121560664*^9, 3.770092860611184*^9, { + 3.770096733677506*^9, 3.770096743552308*^9}, 3.770175904771923*^9, + 3.770355813747511*^9, 3.770368575883328*^9, 3.7704310126844397`*^9, + 3.7704528133156967`*^9, 3.771218941512669*^9, 3.771673232190048*^9, + 3.771907031907504*^9, 3.771907439029517*^9, 3.771915621974977*^9, + 3.7721908396758137`*^9, 3.77219651143331*^9, 3.772247856888829*^9, + 3.7722566296994762`*^9, 3.772259084152637*^9, 3.772348455386256*^9, + 3.772367801749072*^9, 3.772370891811442*^9, {3.77242000146596*^9, + 3.7724200050229883`*^9}, 3.7724281731485243`*^9, 3.772428410081149*^9, + 3.772430677028174*^9, 3.772440462784586*^9, 3.772529273853674*^9, + 3.7728759142457733`*^9, 3.7728780519980917`*^9, 3.772885195029847*^9, + 3.772942823379051*^9, 3.7729434028029613`*^9, 3.772943543318931*^9, + 3.7729440577300873`*^9, 3.772949628763401*^9, 3.772950463819756*^9, + 3.772950515768664*^9, 3.773049286443142*^9, 3.7730496313722057`*^9, + 3.773144076011161*^9, 3.773460624127591*^9, 3.7734639993643*^9, + 3.7734713127079906`*^9, 3.773478884641347*^9, 3.773479639752248*^9, + 3.7734819682595043`*^9, 3.773645277661384*^9, 3.773646804937044*^9, + 3.773986250904626*^9, 3.7765100953056383`*^9, 3.776579083431468*^9, + 3.776662521396657*^9, 3.7766687415984173`*^9, 3.776669989743709*^9, + 3.7766754714989023`*^9, 3.7766763661356173`*^9, 3.776677554983851*^9, + 3.776678156945221*^9, 3.776679730384227*^9, 3.7766797995218353`*^9, + 3.776679922527975*^9, 3.776681466538108*^9, 3.776762885901209*^9, + 3.7770248152256727`*^9, 3.77711769599905*^9, 3.7771849674192142`*^9, + 3.77762564250346*^9, 3.777690720738963*^9, 3.7777253762606087`*^9, + 3.777786888754923*^9, 3.777953025556863*^9, 3.777964327722644*^9, + 3.778220763638605*^9, 3.778241133006884*^9, 3.77824221545049*^9, + 3.778389851806761*^9, 3.778489688892495*^9, 3.778834393767021*^9, + 3.778913036796289*^9, 3.7789186486061497`*^9, 3.778999683599246*^9, + 3.779014947266182*^9, 3.779016358891302*^9, 3.779091498784801*^9, + 3.779109063617063*^9, 3.77943804301024*^9, 3.7794390356224527`*^9, + 3.779446129998694*^9, 3.779512777100968*^9, 3.779514823682631*^9, + 3.779514859562222*^9, 3.779544709953924*^9, 3.7795459145467453`*^9, + 3.779620255613166*^9, 3.779967327511076*^9, {3.780024275082299*^9, + 3.7800242987111483`*^9}, {3.7800243789563026`*^9, 3.780024392712452*^9}, + 3.78005038726173*^9, 3.7800611518316393`*^9, 3.780115034568583*^9, + 3.7801154414361067`*^9, 3.7801994497046547`*^9, 3.780204971441471*^9, + 3.7806518574814453`*^9, 3.780657525823041*^9, {3.780657565959867*^9, + 3.780657636775197*^9}, {3.78065777491326*^9, 3.78065785994271*^9}, { + 3.780658086188407*^9, 3.780658099919643*^9}, 3.780658143216485*^9, + 3.780659665845147*^9, 3.780659847581622*^9, 3.780660150422717*^9, + 3.780660776568306*^9, 3.7806617720680304`*^9, 3.7806622613378363`*^9, + 3.780807986513105*^9, 3.780910842018375*^9, 3.7809133917034473`*^9, + 3.7812403767801247`*^9, 3.7815040985213947`*^9, 3.7818554727717657`*^9, + 3.781855567415102*^9, 3.7833220808167887`*^9, 3.7833233704854727`*^9, + 3.783323498419619*^9, 3.783323556378694*^9, 3.783323603794817*^9, { + 3.7833236367811947`*^9, 3.783323649963409*^9}, 3.783323759042511*^9, + 3.783325612989129*^9, 3.783338682387507*^9, 3.783338837034706*^9, + 3.783339601263282*^9, 3.783921835773903*^9, 3.7839260383792458`*^9, + 3.783949896175071*^9, 3.783949968355773*^9, 3.784006604884901*^9, + 3.784012601745385*^9, 3.78401315623973*^9, 3.7840147864798813`*^9, + 3.784027172062011*^9, 3.784030919636097*^9, 3.784272167447379*^9, + 3.784276548560351*^9, 3.784353368451933*^9, 3.784353894841559*^9, + 3.784355001833642*^9, 3.784356471530159*^9, 3.784356973892151*^9, + 3.784369391225046*^9, 3.784371359282373*^9, 3.784374324426096*^9, + 3.7844457604588423`*^9, 3.784526226041483*^9, 3.784631283261076*^9, + 3.7846321836620607`*^9, 3.78513469543159*^9, 3.785159536676496*^9, + 3.785218371426009*^9, 3.785220517287099*^9, 3.785221918677217*^9, + 3.785224630460204*^9, 3.786963011709457*^9, 3.787030976528421*^9, + 3.7870349258961573`*^9, 3.787383138333561*^9, 3.787386211192024*^9, + 3.7873965321855*^9, 3.787396779697236*^9, 3.7873968448307953`*^9, + 3.787396992244294*^9, 3.7873970912974586`*^9, {3.787397159382992*^9, + 3.787397215135037*^9}, 3.787397432774659*^9, 3.7874659436615763`*^9, + 3.787466643765045*^9, 3.787479919420917*^9, {3.787490654652652*^9, + 3.787490662200337*^9}, {3.787571457797812*^9, 3.7875714634766417`*^9}, { + 3.7875715980184097`*^9, 3.787571656176157*^9}, 3.787571692186776*^9, + 3.787571736695622*^9, 3.787572016341626*^9, 3.787651836364099*^9, + 3.789732962522728*^9, 3.789879022035001*^9, 3.7898790982021933`*^9, + 3.789880670051276*^9, 3.7898837292379*^9, 3.78988570402512*^9, + 3.790506848221178*^9, 3.790664637406695*^9, 3.791870434768174*^9, + 3.7923083887648163`*^9, 3.7923876874309807`*^9, 3.79273581339643*^9, + 3.7947178374223843`*^9, 3.7947994203041286`*^9, 3.7955050442284737`*^9, + 3.79560537183246*^9, 3.795926316516077*^9, 3.796090999657843*^9, + 3.7963501746783648`*^9, 3.796362416517949*^9, 3.7963627662095118`*^9, + 3.7963628050726624`*^9, 3.796540977155074*^9, 3.796965662996669*^9, + 3.796989360527028*^9, 3.79699131451084*^9, {3.796991505444392*^9, + 3.796991526356883*^9}, 3.7970704821797123`*^9, 3.7971409529126587`*^9, + 3.797141252130628*^9, 3.797154178660823*^9, 3.797154950503016*^9, + 3.797161048780514*^9, 3.79722420886919*^9, 3.799976795901505*^9, + 3.7999786763723392`*^9}, + CellLabel-> + "During evaluation of \ +In[28]:=",ExpressionUUID->"50c15be9-debb-49de-8f14-175f9ab156dd"], + +Cell[BoxData[ + InterpretationBox[ + RowBox[{"\<\"af = \"\>", "\[InvisibleSpace]", + RowBox[{"{", + RowBox[{ + "0.686460407304`", ",", "0.686459511967`", ",", "0.679536748203`", ",", + "0.664090940995`", ",", "0.637700825887`", ",", "0.623439030411`", ",", + "0.596285137586`", ",", "0.580731153894`", ",", "0.580102908705`", ",", + "0.5406441997`", ",", "0.540568761136`", ",", "0.504184017448`", ",", + "0.471805136915`", ",", "0.471647259902`", ",", "0.416606189763`", ",", + "0.393370509765`", ",", "0.372483068145`", ",", "0.372452050361`", ",", + "0.336515423989`", ",", "0.299744612911`", ",", "0.281861172745`", ",", + "0.260519678626`"}], "}"}]}], + SequenceForm[ + "af = ", {0.686460407304, 0.686459511967, 0.679536748203, 0.664090940995, + 0.637700825887, 0.623439030411, 0.596285137586, 0.580731153894, + 0.580102908705, 0.5406441997, 0.540568761136, 0.504184017448, + 0.471805136915, 0.471647259902, 0.416606189763, 0.393370509765, + 0.372483068145, 0.372452050361, 0.336515423989, 0.299744612911, + 0.281861172745, 0.260519678626}], + Editable->False]], "Print", + CellChangeTimes->{{3.717223923734548*^9, 3.717223928214951*^9}, { + 3.717223971239379*^9, 3.7172239766293097`*^9}, {3.717233931322109*^9, + 3.7172339602600603`*^9}, 3.717234266025383*^9, 3.717389811826817*^9, + 3.717397798635911*^9, 3.717409088225647*^9, 3.719042269449914*^9, + 3.71972571685752*^9, 3.720497982809791*^9, 3.7206017968494253`*^9, + 3.762057944992012*^9, 3.762171308612159*^9, 3.762185878959035*^9, + 3.762230704000032*^9, 3.76257969223776*^9, 3.762579775163062*^9, + 3.76260246063175*^9, 3.762603825586153*^9, {3.7626818315079517`*^9, + 3.76268183964472*^9}, {3.762682055451223*^9, 3.762682065259396*^9}, + 3.764310838838461*^9, 3.76439221561644*^9, 3.764406820576201*^9, + 3.7644071524893913`*^9, 3.764416941641247*^9, 3.764471035389357*^9, + 3.764502311266172*^9, 3.76451318673353*^9, 3.764567390943874*^9, + 3.768568011438259*^9, 3.768572299139023*^9, 3.768645828428453*^9, + 3.7686498406439943`*^9, 3.7687018467692337`*^9, 3.7687065345918627`*^9, + 3.768882355269024*^9, 3.76890964428026*^9, 3.769135242785296*^9, + 3.769137120470574*^9, 3.769138854628717*^9, 3.769173861479599*^9, + 3.769228309277001*^9, 3.769488536636314*^9, 3.769488775493741*^9, + 3.7697540311309013`*^9, 3.7698493329786863`*^9, 3.769927143788989*^9, + 3.7699298474833517`*^9, 3.7699349643369827`*^9, {3.7700014615163918`*^9, + 3.770001486342461*^9}, 3.770089615045055*^9, 3.770091151999776*^9, + 3.7700911832234373`*^9, 3.77009121560664*^9, 3.770092860611184*^9, { + 3.770096733677506*^9, 3.770096743552308*^9}, 3.770175904771923*^9, + 3.770355813747511*^9, 3.770368575883328*^9, 3.7704310126844397`*^9, + 3.7704528133156967`*^9, 3.771218941512669*^9, 3.771673232190048*^9, + 3.771907031907504*^9, 3.771907439029517*^9, 3.771915621974977*^9, + 3.7721908396758137`*^9, 3.77219651143331*^9, 3.772247856888829*^9, + 3.7722566296994762`*^9, 3.772259084152637*^9, 3.772348455386256*^9, + 3.772367801749072*^9, 3.772370891811442*^9, {3.77242000146596*^9, + 3.7724200050229883`*^9}, 3.7724281731485243`*^9, 3.772428410081149*^9, + 3.772430677028174*^9, 3.772440462784586*^9, 3.772529273853674*^9, + 3.7728759142457733`*^9, 3.7728780519980917`*^9, 3.772885195029847*^9, + 3.772942823379051*^9, 3.7729434028029613`*^9, 3.772943543318931*^9, + 3.7729440577300873`*^9, 3.772949628763401*^9, 3.772950463819756*^9, + 3.772950515768664*^9, 3.773049286443142*^9, 3.7730496313722057`*^9, + 3.773144076011161*^9, 3.773460624127591*^9, 3.7734639993643*^9, + 3.7734713127079906`*^9, 3.773478884641347*^9, 3.773479639752248*^9, + 3.7734819682595043`*^9, 3.773645277661384*^9, 3.773646804937044*^9, + 3.773986250904626*^9, 3.7765100953056383`*^9, 3.776579083431468*^9, + 3.776662521396657*^9, 3.7766687415984173`*^9, 3.776669989743709*^9, + 3.7766754714989023`*^9, 3.7766763661356173`*^9, 3.776677554983851*^9, + 3.776678156945221*^9, 3.776679730384227*^9, 3.7766797995218353`*^9, + 3.776679922527975*^9, 3.776681466538108*^9, 3.776762885901209*^9, + 3.7770248152256727`*^9, 3.77711769599905*^9, 3.7771849674192142`*^9, + 3.77762564250346*^9, 3.777690720738963*^9, 3.7777253762606087`*^9, + 3.777786888754923*^9, 3.777953025556863*^9, 3.777964327722644*^9, + 3.778220763638605*^9, 3.778241133006884*^9, 3.77824221545049*^9, + 3.778389851806761*^9, 3.778489688892495*^9, 3.778834393767021*^9, + 3.778913036796289*^9, 3.7789186486061497`*^9, 3.778999683599246*^9, + 3.779014947266182*^9, 3.779016358891302*^9, 3.779091498784801*^9, + 3.779109063617063*^9, 3.77943804301024*^9, 3.7794390356224527`*^9, + 3.779446129998694*^9, 3.779512777100968*^9, 3.779514823682631*^9, + 3.779514859562222*^9, 3.779544709953924*^9, 3.7795459145467453`*^9, + 3.779620255613166*^9, 3.779967327511076*^9, {3.780024275082299*^9, + 3.7800242987111483`*^9}, {3.7800243789563026`*^9, 3.780024392712452*^9}, + 3.78005038726173*^9, 3.7800611518316393`*^9, 3.780115034568583*^9, + 3.7801154414361067`*^9, 3.7801994497046547`*^9, 3.780204971441471*^9, + 3.7806518574814453`*^9, 3.780657525823041*^9, {3.780657565959867*^9, + 3.780657636775197*^9}, {3.78065777491326*^9, 3.78065785994271*^9}, { + 3.780658086188407*^9, 3.780658099919643*^9}, 3.780658143216485*^9, + 3.780659665845147*^9, 3.780659847581622*^9, 3.780660150422717*^9, + 3.780660776568306*^9, 3.7806617720680304`*^9, 3.7806622613378363`*^9, + 3.780807986513105*^9, 3.780910842018375*^9, 3.7809133917034473`*^9, + 3.7812403767801247`*^9, 3.7815040985213947`*^9, 3.7818554727717657`*^9, + 3.781855567415102*^9, 3.7833220808167887`*^9, 3.7833233704854727`*^9, + 3.783323498419619*^9, 3.783323556378694*^9, 3.783323603794817*^9, { + 3.7833236367811947`*^9, 3.783323649963409*^9}, 3.783323759042511*^9, + 3.783325612989129*^9, 3.783338682387507*^9, 3.783338837034706*^9, + 3.783339601263282*^9, 3.783921835773903*^9, 3.7839260383792458`*^9, + 3.783949896175071*^9, 3.783949968355773*^9, 3.784006604884901*^9, + 3.784012601745385*^9, 3.78401315623973*^9, 3.7840147864798813`*^9, + 3.784027172062011*^9, 3.784030919636097*^9, 3.784272167447379*^9, + 3.784276548560351*^9, 3.784353368451933*^9, 3.784353894841559*^9, + 3.784355001833642*^9, 3.784356471530159*^9, 3.784356973892151*^9, + 3.784369391225046*^9, 3.784371359282373*^9, 3.784374324426096*^9, + 3.7844457604588423`*^9, 3.784526226041483*^9, 3.784631283261076*^9, + 3.7846321836620607`*^9, 3.78513469543159*^9, 3.785159536676496*^9, + 3.785218371426009*^9, 3.785220517287099*^9, 3.785221918677217*^9, + 3.785224630460204*^9, 3.786963011709457*^9, 3.787030976528421*^9, + 3.7870349258961573`*^9, 3.787383138333561*^9, 3.787386211192024*^9, + 3.7873965321855*^9, 3.787396779697236*^9, 3.7873968448307953`*^9, + 3.787396992244294*^9, 3.7873970912974586`*^9, {3.787397159382992*^9, + 3.787397215135037*^9}, 3.787397432774659*^9, 3.7874659436615763`*^9, + 3.787466643765045*^9, 3.787479919420917*^9, {3.787490654652652*^9, + 3.787490662200337*^9}, {3.787571457797812*^9, 3.7875714634766417`*^9}, { + 3.7875715980184097`*^9, 3.787571656176157*^9}, 3.787571692186776*^9, + 3.787571736695622*^9, 3.787572016341626*^9, 3.787651836364099*^9, + 3.789732962522728*^9, 3.789879022035001*^9, 3.7898790982021933`*^9, + 3.789880670051276*^9, 3.7898837292379*^9, 3.78988570402512*^9, + 3.790506848221178*^9, 3.790664637406695*^9, 3.791870434768174*^9, + 3.7923083887648163`*^9, 3.7923876874309807`*^9, 3.79273581339643*^9, + 3.7947178374223843`*^9, 3.7947994203041286`*^9, 3.7955050442284737`*^9, + 3.79560537183246*^9, 3.795926316516077*^9, 3.796090999657843*^9, + 3.7963501746783648`*^9, 3.796362416517949*^9, 3.7963627662095118`*^9, + 3.7963628050726624`*^9, 3.796540977155074*^9, 3.796965662996669*^9, + 3.796989360527028*^9, 3.79699131451084*^9, {3.796991505444392*^9, + 3.796991526356883*^9}, 3.7970704821797123`*^9, 3.7971409529126587`*^9, + 3.797141252130628*^9, 3.797154178660823*^9, 3.797154950503016*^9, + 3.797161048780514*^9, 3.79722420886919*^9, 3.799976795901505*^9, + 3.79997867637405*^9}, + CellLabel-> + "During evaluation of \ +In[28]:=",ExpressionUUID->"aa6b7b20-a5da-4320-a88f-62d432d6dec4"], + +Cell[BoxData[ + InterpretationBox[ + RowBox[{"\<\"mf = \"\>", "\[InvisibleSpace]", + RowBox[{"{", + RowBox[{ + "0.951609426767`", ",", "0.95160928413`", ",", "0.952754162896`", ",", + "0.955269623847`", ",", "0.959151567733`", ",", "0.961246130167`", ",", + "0.964781660062`", ",", "0.966732213783`", ",", "0.966761965476`", ",", + "0.971212971306`", ",", "0.971074021845`", ",", "0.97493239554`", ",", + "0.977701375821`", ",", "0.977899284822`", ",", "0.982368658414`", ",", + "0.984048669933`", ",", "0.98545001476`", ",", "0.985471054121`", ",", + "0.987714588983`", ",", "0.989751442771`", ",", "0.990736982246`", ",", + "0.991747211983`"}], "}"}]}], + SequenceForm[ + "mf = ", {0.951609426767, 0.95160928413, 0.952754162896, 0.955269623847, + 0.959151567733, 0.961246130167, 0.964781660062, 0.966732213783, + 0.966761965476, 0.971212971306, 0.971074021845, 0.97493239554, + 0.977701375821, 0.977899284822, 0.982368658414, 0.984048669933, + 0.98545001476, 0.985471054121, 0.987714588983, 0.989751442771, + 0.990736982246, 0.991747211983}], + Editable->False]], "Print", + CellChangeTimes->{{3.717223923734548*^9, 3.717223928214951*^9}, { + 3.717223971239379*^9, 3.7172239766293097`*^9}, {3.717233931322109*^9, + 3.7172339602600603`*^9}, 3.717234266025383*^9, 3.717389811826817*^9, + 3.717397798635911*^9, 3.717409088225647*^9, 3.719042269449914*^9, + 3.71972571685752*^9, 3.720497982809791*^9, 3.7206017968494253`*^9, + 3.762057944992012*^9, 3.762171308612159*^9, 3.762185878959035*^9, + 3.762230704000032*^9, 3.76257969223776*^9, 3.762579775163062*^9, + 3.76260246063175*^9, 3.762603825586153*^9, {3.7626818315079517`*^9, + 3.76268183964472*^9}, {3.762682055451223*^9, 3.762682065259396*^9}, + 3.764310838838461*^9, 3.76439221561644*^9, 3.764406820576201*^9, + 3.7644071524893913`*^9, 3.764416941641247*^9, 3.764471035389357*^9, + 3.764502311266172*^9, 3.76451318673353*^9, 3.764567390943874*^9, + 3.768568011438259*^9, 3.768572299139023*^9, 3.768645828428453*^9, + 3.7686498406439943`*^9, 3.7687018467692337`*^9, 3.7687065345918627`*^9, + 3.768882355269024*^9, 3.76890964428026*^9, 3.769135242785296*^9, + 3.769137120470574*^9, 3.769138854628717*^9, 3.769173861479599*^9, + 3.769228309277001*^9, 3.769488536636314*^9, 3.769488775493741*^9, + 3.7697540311309013`*^9, 3.7698493329786863`*^9, 3.769927143788989*^9, + 3.7699298474833517`*^9, 3.7699349643369827`*^9, {3.7700014615163918`*^9, + 3.770001486342461*^9}, 3.770089615045055*^9, 3.770091151999776*^9, + 3.7700911832234373`*^9, 3.77009121560664*^9, 3.770092860611184*^9, { + 3.770096733677506*^9, 3.770096743552308*^9}, 3.770175904771923*^9, + 3.770355813747511*^9, 3.770368575883328*^9, 3.7704310126844397`*^9, + 3.7704528133156967`*^9, 3.771218941512669*^9, 3.771673232190048*^9, + 3.771907031907504*^9, 3.771907439029517*^9, 3.771915621974977*^9, + 3.7721908396758137`*^9, 3.77219651143331*^9, 3.772247856888829*^9, + 3.7722566296994762`*^9, 3.772259084152637*^9, 3.772348455386256*^9, + 3.772367801749072*^9, 3.772370891811442*^9, {3.77242000146596*^9, + 3.7724200050229883`*^9}, 3.7724281731485243`*^9, 3.772428410081149*^9, + 3.772430677028174*^9, 3.772440462784586*^9, 3.772529273853674*^9, + 3.7728759142457733`*^9, 3.7728780519980917`*^9, 3.772885195029847*^9, + 3.772942823379051*^9, 3.7729434028029613`*^9, 3.772943543318931*^9, + 3.7729440577300873`*^9, 3.772949628763401*^9, 3.772950463819756*^9, + 3.772950515768664*^9, 3.773049286443142*^9, 3.7730496313722057`*^9, + 3.773144076011161*^9, 3.773460624127591*^9, 3.7734639993643*^9, + 3.7734713127079906`*^9, 3.773478884641347*^9, 3.773479639752248*^9, + 3.7734819682595043`*^9, 3.773645277661384*^9, 3.773646804937044*^9, + 3.773986250904626*^9, 3.7765100953056383`*^9, 3.776579083431468*^9, + 3.776662521396657*^9, 3.7766687415984173`*^9, 3.776669989743709*^9, + 3.7766754714989023`*^9, 3.7766763661356173`*^9, 3.776677554983851*^9, + 3.776678156945221*^9, 3.776679730384227*^9, 3.7766797995218353`*^9, + 3.776679922527975*^9, 3.776681466538108*^9, 3.776762885901209*^9, + 3.7770248152256727`*^9, 3.77711769599905*^9, 3.7771849674192142`*^9, + 3.77762564250346*^9, 3.777690720738963*^9, 3.7777253762606087`*^9, + 3.777786888754923*^9, 3.777953025556863*^9, 3.777964327722644*^9, + 3.778220763638605*^9, 3.778241133006884*^9, 3.77824221545049*^9, + 3.778389851806761*^9, 3.778489688892495*^9, 3.778834393767021*^9, + 3.778913036796289*^9, 3.7789186486061497`*^9, 3.778999683599246*^9, + 3.779014947266182*^9, 3.779016358891302*^9, 3.779091498784801*^9, + 3.779109063617063*^9, 3.77943804301024*^9, 3.7794390356224527`*^9, + 3.779446129998694*^9, 3.779512777100968*^9, 3.779514823682631*^9, + 3.779514859562222*^9, 3.779544709953924*^9, 3.7795459145467453`*^9, + 3.779620255613166*^9, 3.779967327511076*^9, {3.780024275082299*^9, + 3.7800242987111483`*^9}, {3.7800243789563026`*^9, 3.780024392712452*^9}, + 3.78005038726173*^9, 3.7800611518316393`*^9, 3.780115034568583*^9, + 3.7801154414361067`*^9, 3.7801994497046547`*^9, 3.780204971441471*^9, + 3.7806518574814453`*^9, 3.780657525823041*^9, {3.780657565959867*^9, + 3.780657636775197*^9}, {3.78065777491326*^9, 3.78065785994271*^9}, { + 3.780658086188407*^9, 3.780658099919643*^9}, 3.780658143216485*^9, + 3.780659665845147*^9, 3.780659847581622*^9, 3.780660150422717*^9, + 3.780660776568306*^9, 3.7806617720680304`*^9, 3.7806622613378363`*^9, + 3.780807986513105*^9, 3.780910842018375*^9, 3.7809133917034473`*^9, + 3.7812403767801247`*^9, 3.7815040985213947`*^9, 3.7818554727717657`*^9, + 3.781855567415102*^9, 3.7833220808167887`*^9, 3.7833233704854727`*^9, + 3.783323498419619*^9, 3.783323556378694*^9, 3.783323603794817*^9, { + 3.7833236367811947`*^9, 3.783323649963409*^9}, 3.783323759042511*^9, + 3.783325612989129*^9, 3.783338682387507*^9, 3.783338837034706*^9, + 3.783339601263282*^9, 3.783921835773903*^9, 3.7839260383792458`*^9, + 3.783949896175071*^9, 3.783949968355773*^9, 3.784006604884901*^9, + 3.784012601745385*^9, 3.78401315623973*^9, 3.7840147864798813`*^9, + 3.784027172062011*^9, 3.784030919636097*^9, 3.784272167447379*^9, + 3.784276548560351*^9, 3.784353368451933*^9, 3.784353894841559*^9, + 3.784355001833642*^9, 3.784356471530159*^9, 3.784356973892151*^9, + 3.784369391225046*^9, 3.784371359282373*^9, 3.784374324426096*^9, + 3.7844457604588423`*^9, 3.784526226041483*^9, 3.784631283261076*^9, + 3.7846321836620607`*^9, 3.78513469543159*^9, 3.785159536676496*^9, + 3.785218371426009*^9, 3.785220517287099*^9, 3.785221918677217*^9, + 3.785224630460204*^9, 3.786963011709457*^9, 3.787030976528421*^9, + 3.7870349258961573`*^9, 3.787383138333561*^9, 3.787386211192024*^9, + 3.7873965321855*^9, 3.787396779697236*^9, 3.7873968448307953`*^9, + 3.787396992244294*^9, 3.7873970912974586`*^9, {3.787397159382992*^9, + 3.787397215135037*^9}, 3.787397432774659*^9, 3.7874659436615763`*^9, + 3.787466643765045*^9, 3.787479919420917*^9, {3.787490654652652*^9, + 3.787490662200337*^9}, {3.787571457797812*^9, 3.7875714634766417`*^9}, { + 3.7875715980184097`*^9, 3.787571656176157*^9}, 3.787571692186776*^9, + 3.787571736695622*^9, 3.787572016341626*^9, 3.787651836364099*^9, + 3.789732962522728*^9, 3.789879022035001*^9, 3.7898790982021933`*^9, + 3.789880670051276*^9, 3.7898837292379*^9, 3.78988570402512*^9, + 3.790506848221178*^9, 3.790664637406695*^9, 3.791870434768174*^9, + 3.7923083887648163`*^9, 3.7923876874309807`*^9, 3.79273581339643*^9, + 3.7947178374223843`*^9, 3.7947994203041286`*^9, 3.7955050442284737`*^9, + 3.79560537183246*^9, 3.795926316516077*^9, 3.796090999657843*^9, + 3.7963501746783648`*^9, 3.796362416517949*^9, 3.7963627662095118`*^9, + 3.7963628050726624`*^9, 3.796540977155074*^9, 3.796965662996669*^9, + 3.796989360527028*^9, 3.79699131451084*^9, {3.796991505444392*^9, + 3.796991526356883*^9}, 3.7970704821797123`*^9, 3.7971409529126587`*^9, + 3.797141252130628*^9, 3.797154178660823*^9, 3.797154950503016*^9, + 3.797161048780514*^9, 3.79722420886919*^9, 3.799976795901505*^9, + 3.799978676375498*^9}, + CellLabel-> + "During evaluation of \ +In[28]:=",ExpressionUUID->"814b104d-494c-42fa-92aa-bfd2186ff832"], + +Cell[BoxData[ + InterpretationBox[ + RowBox[{"\<\"kick = \"\>", "\[InvisibleSpace]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"2.25213277561`*^-9", ",", + RowBox[{"-", "5.74740218745`*^-10"}], ",", "3.73177403009`*^-9"}], + "}"}], ",", + RowBox[{"{", + RowBox[{"1.88811255511`*^-9", ",", + RowBox[{"-", "8.02529007847`*^-10"}], ",", "3.64569239711`*^-9"}], + "}"}], ",", + RowBox[{"{", + RowBox[{"0.000171011901324`", ",", + RowBox[{"-", "0.00009283922726`"}], ",", "2.06306726948`*^-8"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"0.000339655564852`", ",", + RowBox[{"-", "4.20178517784`*^-6"}], ",", "3.4004992699`*^-9"}], "}"}], + ",", + RowBox[{"{", + RowBox[{ + RowBox[{"-", "0.000311167209907`"}], ",", "0.00037973628603`", ",", + "6.5169564242`*^-8"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"-", "0.000457766368958`"}], ",", "0.000212721367819`", ",", + "1.85904028612`*^-9"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"-", "9.59343861037`*^-6"}], ",", + RowBox[{"-", "0.000538677978`"}], ",", "2.12149148777`*^-8"}], "}"}], + ",", + RowBox[{"{", + RowBox[{ + RowBox[{"-", "0.000182594769659`"}], ",", "0.000527023415473`", ",", + "4.89360056259`*^-11"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.000129140249359`", ",", "0.000579515589576`", ",", + "2.53031092389`*^-8"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.000494583019016`", ",", "0.000297345901587`", ",", + "6.24809743109`*^-10"}], "}"}], ",", + RowBox[{"{", + RowBox[{"0.000531831664291`", ",", + RowBox[{"-", "0.000180548914376`"}], ",", + RowBox[{"-", "1.77897731348`*^-7"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"0.000103772544731`", ",", + RowBox[{"-", "0.000559649923088`"}], ",", "1.05746910544`*^-9"}], + "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.000542522671453`", ",", "0.000276993385362`", ",", + "2.64840921443`*^-6"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"-", "0.000137049980762`"}], ",", "0.000518621997154`", ",", + RowBox[{"-", "3.88872569004`*^-9"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"-", "0.000448002904593`"}], ",", + RowBox[{"-", "8.80801248515`*^-6"}], ",", "5.63857370313`*^-11"}], + "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"-", "0.000275191697215`"}], ",", + RowBox[{"-", "0.000321047947837`"}], ",", "1.51124597076`*^-10"}], + "}"}], ",", + RowBox[{"{", + RowBox[{"0.000240054131932`", ",", "0.000353423652803`", ",", + RowBox[{"-", "3.17142574896`*^-9"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.0000181846146682`", ",", "0.000391503008445`", ",", + "8.47221443615`*^-11"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"-", "0.000236042499704`"}], ",", "0.0002172375041`", ",", + "4.55994219444`*^-9"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"-", "0.000179238073918`"}], ",", "0.000214885982978`", ",", + "2.20415743662`*^-8"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"-", "0.000171131618021`"}], ",", + RowBox[{"-", "0.000180496722561`"}], ",", "7.31575330253`*^-9"}], + "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.00016226979757`", ",", "0.000171175961666`", ",", + "1.4020529285`*^-9"}], "}"}]}], "}"}]}], + SequenceForm["kick = ", CompressedData[" +1:eJwBIQLe/SFib1JlAgAAABYAAAADAAAAsmGHCn5YIz5zdODqd78DvmX8GQIh +BzA+qfH83wA4ID5t2purHpMLvurpeV32UC8+99X8CzVqJj8NYIvHVVYYv2Bc +cYfqJlY+hVz+inlCNj8q2ETqoZ/Rvutc1efGNS0+ULF5/YRkNL86fPrt6uI4 +P491PBlrfnE+5195lQsAPr+AbMmivuErP+8V80gl8B8+ZrqtKXAe5L7wCzgm +wqZBv8Sd8+qCx1Y+XoLSIN3uJ7/VHbYq/kRBP6Ki4mkh58o9NneRSzrtID/v +rptAVP1CP6jGWwVEK1s+3IEn8tw0QD+4NUTsonwzP64ij3bidwU+OiZ0zVNt +QT/XPHpdN6onv77wTf6E4Ie+dnRNvg40Gz9ZqPUOr1ZCvwOgB17MKhI+Nx7M +kALHQT9UxgWILScyPzDa+VxqN8Y+D1zeXqL2Ib8tRyVChP5APwcHGfmyszC+ +9J7g0j1cPb8Q/qMExHjivqZBNkaW/8492470VvMIMr9pbLhvSgo1vz0csFs5 +xeQ9gLa1SuF2Lz8quMkHdyk3P+6sR/oJPiu+4pRjNGUR8z5INRieVKg5P9Vl +mnjKSdc9HdElokXwLr8DdX7zR3ksP4S+e5+1lTM+unbTVDt+J7+iW9yJYCos +P2i7aOi9qlc+8dXJZzluJr8YanYKd6gnv5Yqjn3Baz8+nLeH8t5EJT8WuX5Q +tm8mP4ZW90JLFhg+p+L5NQ== + "]], + Editable->False]], "Print", + CellChangeTimes->{{3.717223923734548*^9, 3.717223928214951*^9}, { + 3.717223971239379*^9, 3.7172239766293097`*^9}, {3.717233931322109*^9, + 3.7172339602600603`*^9}, 3.717234266025383*^9, 3.717389811826817*^9, + 3.717397798635911*^9, 3.717409088225647*^9, 3.719042269449914*^9, + 3.71972571685752*^9, 3.720497982809791*^9, 3.7206017968494253`*^9, + 3.762057944992012*^9, 3.762171308612159*^9, 3.762185878959035*^9, + 3.762230704000032*^9, 3.76257969223776*^9, 3.762579775163062*^9, + 3.76260246063175*^9, 3.762603825586153*^9, {3.7626818315079517`*^9, + 3.76268183964472*^9}, {3.762682055451223*^9, 3.762682065259396*^9}, + 3.764310838838461*^9, 3.76439221561644*^9, 3.764406820576201*^9, + 3.7644071524893913`*^9, 3.764416941641247*^9, 3.764471035389357*^9, + 3.764502311266172*^9, 3.76451318673353*^9, 3.764567390943874*^9, + 3.768568011438259*^9, 3.768572299139023*^9, 3.768645828428453*^9, + 3.7686498406439943`*^9, 3.7687018467692337`*^9, 3.7687065345918627`*^9, + 3.768882355269024*^9, 3.76890964428026*^9, 3.769135242785296*^9, + 3.769137120470574*^9, 3.769138854628717*^9, 3.769173861479599*^9, + 3.769228309277001*^9, 3.769488536636314*^9, 3.769488775493741*^9, + 3.7697540311309013`*^9, 3.7698493329786863`*^9, 3.769927143788989*^9, + 3.7699298474833517`*^9, 3.7699349643369827`*^9, {3.7700014615163918`*^9, + 3.770001486342461*^9}, 3.770089615045055*^9, 3.770091151999776*^9, + 3.7700911832234373`*^9, 3.77009121560664*^9, 3.770092860611184*^9, { + 3.770096733677506*^9, 3.770096743552308*^9}, 3.770175904771923*^9, + 3.770355813747511*^9, 3.770368575883328*^9, 3.7704310126844397`*^9, + 3.7704528133156967`*^9, 3.771218941512669*^9, 3.771673232190048*^9, + 3.771907031907504*^9, 3.771907439029517*^9, 3.771915621974977*^9, + 3.7721908396758137`*^9, 3.77219651143331*^9, 3.772247856888829*^9, + 3.7722566296994762`*^9, 3.772259084152637*^9, 3.772348455386256*^9, + 3.772367801749072*^9, 3.772370891811442*^9, {3.77242000146596*^9, + 3.7724200050229883`*^9}, 3.7724281731485243`*^9, 3.772428410081149*^9, + 3.772430677028174*^9, 3.772440462784586*^9, 3.772529273853674*^9, + 3.7728759142457733`*^9, 3.7728780519980917`*^9, 3.772885195029847*^9, + 3.772942823379051*^9, 3.7729434028029613`*^9, 3.772943543318931*^9, + 3.7729440577300873`*^9, 3.772949628763401*^9, 3.772950463819756*^9, + 3.772950515768664*^9, 3.773049286443142*^9, 3.7730496313722057`*^9, + 3.773144076011161*^9, 3.773460624127591*^9, 3.7734639993643*^9, + 3.7734713127079906`*^9, 3.773478884641347*^9, 3.773479639752248*^9, + 3.7734819682595043`*^9, 3.773645277661384*^9, 3.773646804937044*^9, + 3.773986250904626*^9, 3.7765100953056383`*^9, 3.776579083431468*^9, + 3.776662521396657*^9, 3.7766687415984173`*^9, 3.776669989743709*^9, + 3.7766754714989023`*^9, 3.7766763661356173`*^9, 3.776677554983851*^9, + 3.776678156945221*^9, 3.776679730384227*^9, 3.7766797995218353`*^9, + 3.776679922527975*^9, 3.776681466538108*^9, 3.776762885901209*^9, + 3.7770248152256727`*^9, 3.77711769599905*^9, 3.7771849674192142`*^9, + 3.77762564250346*^9, 3.777690720738963*^9, 3.7777253762606087`*^9, + 3.777786888754923*^9, 3.777953025556863*^9, 3.777964327722644*^9, + 3.778220763638605*^9, 3.778241133006884*^9, 3.77824221545049*^9, + 3.778389851806761*^9, 3.778489688892495*^9, 3.778834393767021*^9, + 3.778913036796289*^9, 3.7789186486061497`*^9, 3.778999683599246*^9, + 3.779014947266182*^9, 3.779016358891302*^9, 3.779091498784801*^9, + 3.779109063617063*^9, 3.77943804301024*^9, 3.7794390356224527`*^9, + 3.779446129998694*^9, 3.779512777100968*^9, 3.779514823682631*^9, + 3.779514859562222*^9, 3.779544709953924*^9, 3.7795459145467453`*^9, + 3.779620255613166*^9, 3.779967327511076*^9, {3.780024275082299*^9, + 3.7800242987111483`*^9}, {3.7800243789563026`*^9, 3.780024392712452*^9}, + 3.78005038726173*^9, 3.7800611518316393`*^9, 3.780115034568583*^9, + 3.7801154414361067`*^9, 3.7801994497046547`*^9, 3.780204971441471*^9, + 3.7806518574814453`*^9, 3.780657525823041*^9, {3.780657565959867*^9, + 3.780657636775197*^9}, {3.78065777491326*^9, 3.78065785994271*^9}, { + 3.780658086188407*^9, 3.780658099919643*^9}, 3.780658143216485*^9, + 3.780659665845147*^9, 3.780659847581622*^9, 3.780660150422717*^9, + 3.780660776568306*^9, 3.7806617720680304`*^9, 3.7806622613378363`*^9, + 3.780807986513105*^9, 3.780910842018375*^9, 3.7809133917034473`*^9, + 3.7812403767801247`*^9, 3.7815040985213947`*^9, 3.7818554727717657`*^9, + 3.781855567415102*^9, 3.7833220808167887`*^9, 3.7833233704854727`*^9, + 3.783323498419619*^9, 3.783323556378694*^9, 3.783323603794817*^9, { + 3.7833236367811947`*^9, 3.783323649963409*^9}, 3.783323759042511*^9, + 3.783325612989129*^9, 3.783338682387507*^9, 3.783338837034706*^9, + 3.783339601263282*^9, 3.783921835773903*^9, 3.7839260383792458`*^9, + 3.783949896175071*^9, 3.783949968355773*^9, 3.784006604884901*^9, + 3.784012601745385*^9, 3.78401315623973*^9, 3.7840147864798813`*^9, + 3.784027172062011*^9, 3.784030919636097*^9, 3.784272167447379*^9, + 3.784276548560351*^9, 3.784353368451933*^9, 3.784353894841559*^9, + 3.784355001833642*^9, 3.784356471530159*^9, 3.784356973892151*^9, + 3.784369391225046*^9, 3.784371359282373*^9, 3.784374324426096*^9, + 3.7844457604588423`*^9, 3.784526226041483*^9, 3.784631283261076*^9, + 3.7846321836620607`*^9, 3.78513469543159*^9, 3.785159536676496*^9, + 3.785218371426009*^9, 3.785220517287099*^9, 3.785221918677217*^9, + 3.785224630460204*^9, 3.786963011709457*^9, 3.787030976528421*^9, + 3.7870349258961573`*^9, 3.787383138333561*^9, 3.787386211192024*^9, + 3.7873965321855*^9, 3.787396779697236*^9, 3.7873968448307953`*^9, + 3.787396992244294*^9, 3.7873970912974586`*^9, {3.787397159382992*^9, + 3.787397215135037*^9}, 3.787397432774659*^9, 3.7874659436615763`*^9, + 3.787466643765045*^9, 3.787479919420917*^9, {3.787490654652652*^9, + 3.787490662200337*^9}, {3.787571457797812*^9, 3.7875714634766417`*^9}, { + 3.7875715980184097`*^9, 3.787571656176157*^9}, 3.787571692186776*^9, + 3.787571736695622*^9, 3.787572016341626*^9, 3.787651836364099*^9, + 3.789732962522728*^9, 3.789879022035001*^9, 3.7898790982021933`*^9, + 3.789880670051276*^9, 3.7898837292379*^9, 3.78988570402512*^9, + 3.790506848221178*^9, 3.790664637406695*^9, 3.791870434768174*^9, + 3.7923083887648163`*^9, 3.7923876874309807`*^9, 3.79273581339643*^9, + 3.7947178374223843`*^9, 3.7947994203041286`*^9, 3.7955050442284737`*^9, + 3.79560537183246*^9, 3.795926316516077*^9, 3.796090999657843*^9, + 3.7963501746783648`*^9, 3.796362416517949*^9, 3.7963627662095118`*^9, + 3.7963628050726624`*^9, 3.796540977155074*^9, 3.796965662996669*^9, + 3.796989360527028*^9, 3.79699131451084*^9, {3.796991505444392*^9, + 3.796991526356883*^9}, 3.7970704821797123`*^9, 3.7971409529126587`*^9, + 3.797141252130628*^9, 3.797154178660823*^9, 3.797154950503016*^9, + 3.797161048780514*^9, 3.79722420886919*^9, 3.799976795901505*^9, + 3.799978676377264*^9}, + CellLabel-> + "During evaluation of \ +In[28]:=",ExpressionUUID->"70555118-6129-408e-be27-9e31a6baca56"] +}, Open ]] +}, Open ]], + +Cell[BoxData[ + RowBox[{ + RowBox[{"sxsrhs", "=", + RowBox[{ + RowBox[{ + RowBox[{"Conjugate", "/@", + RowBox[{"GetAsymptoticMultiMode", "[", + RowBox[{"#", ",", "2", ",", "modes", ",", + RowBox[{"\"\<ReSample\>\"", "\[Rule]", "True"}]}], "]"}]}], "&"}], "/@", + RowBox[{"(", + RowBox[{"sormetadata", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ")"}]}]}], ";"}]], "Code", + CellChangeTimes->{{3.7171635521596403`*^9, 3.717163558141595*^9}, { + 3.7172166219975853`*^9, 3.717216627320222*^9}, {3.7172194728512707`*^9, + 3.717219490830843*^9}, {3.717223993502838*^9, 3.717223996533388*^9}, { + 3.72060202502007*^9, 3.720602032786186*^9}, {3.764404927143031*^9, + 3.764404936617689*^9}, {3.764405546249731*^9, 3.764405548934586*^9}, { + 3.764406129145973*^9, 3.764406130113237*^9}, {3.764406181485956*^9, + 3.764406184078907*^9}, {3.770355814410892*^9, 3.7703558160102386`*^9}, { + 3.772949641678318*^9, 3.772949677949027*^9}, {3.773653255970372*^9, + 3.773653259449843*^9}, {3.7736533620280743`*^9, 3.773653364920361*^9}, { + 3.773986356744377*^9, 3.7739863583243027`*^9}, {3.78065800665481*^9, + 3.780658009788293*^9}, 3.78332219065911*^9, {3.787571704685894*^9, + 3.787571709144258*^9}, {3.7875717419189377`*^9, 3.787571744320859*^9}, { + 3.789884801075243*^9, 3.789884801745569*^9}, {3.796350179809168*^9, + 3.796350180280169*^9}, {3.7969916398687887`*^9, 3.796991647788273*^9}, { + 3.796991827293665*^9, 3.796991827634898*^9}, {3.7970777305489283`*^9, + 3.797077739553347*^9}}, + CellLabel->"In[52]:=",ExpressionUUID->"d9beedf2-ab81-4ad1-859c-abda1eecd2e4"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"tmax", "=", + RowBox[{"TimeOfMaximum", "/@", + RowBox[{"(", + RowBox[{"sxsrhs", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ")"}]}]}]], "Code", + CellChangeTimes->{{3.783322664275772*^9, 3.783322695503109*^9}, { + 3.784371363342993*^9, 3.784371364299263*^9}}, + CellLabel->"In[53]:=",ExpressionUUID->"18e8dac7-cbdf-4769-b57e-a4ff78292b1e"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + "9522.73611064928`", ",", "9520.736112657069`", ",", "2303.9945821955234`", + ",", "9872.234408668579`", ",", "5689.236176430366`", ",", + "3729.240978800145`", ",", "5281.686656186708`", ",", "8936.400360561582`", + ",", "6222.727291482515`", ",", "4463.23324880229`", ",", + "8041.779940035295`", ",", "8155.8080054888`", ",", "7192.7096070032685`", + ",", "3327.4640577018013`", ",", "7806.2211809565`", ",", + "7288.6684146047255`", ",", "6587.581657185665`", ",", + "4891.720984952506`", ",", "4143.459449978296`", ",", "5173.443474456362`", + ",", "3693.3902273087538`", ",", "3692.376431304751`"}], "}"}]], "Output",\ + + CellChangeTimes->CompressedData[" +1:eJwV0F1IE2AYBeBJoZX4E80Ey0nUtmK61hRdrNY+NVuj0vzZUAmtNCei0zQz +ZTN0yehHKQlFc5oXWi52YVJWKhU6JU1zSqglpCZkfWKLKYZRne/i5YFzczjv +ngv6+Ew3DoejxSUO/jUHSijpdk+qZp4x9s4yvY/RFWbBlHmDB+ucUZf5cEfM +jxFmnCHGP/IQJaX/qvZFw+bhoXexcK4/YJJZ2t5dlgO3mLJseXDEy1Cqh0Z5 +iPkKVH0TpV5luUAuXIbhTq/TK9B75u17rpQSTeaQrx/UVZ6yMKuvNRTvhGaT +Vw+zI3/xy274eippLRDyb9i4QbDRNZkdDZW9yS4V7FZUhWfD0QKeMAemH7hY ++QDGCfgu5qN2x9l7oZS0PLYWWuDqoj34FdzfppH1QEuebYkp4BXL+2D/3C1P +nwhKzi8HKyUw/klhKtPXv0wohRV9m8Sf4YsBk20W1ksS/BZgUYZUzhwrHm/a +LKPE3mbfYIpCPxV5Qk3D8DNfeH1AnyKDXX7fy5njJc8z0qDp5+pd7RH0BEUt +WKBPfquTqahVPm2G8R0qQSv8GLJUMH6UEllnuoGnwK7sQZKjpCTxjiqAEPxz +vcuRBTlpjtHtkZTk6Wrrpo9TMhS2LdctBjtzG9eTT1Ain3e5bsKWGp1VqEKv +ey23BMZNNLWuwZcf1NY/0Ng48YbJNWwdZUoV4pmEk5So3VNFe9WU/OpM6RFD +U0TmxkGYqxnQaKBijG8vgUUTv78yzVpjWDnUndt1nznt4VFTASfnb196CKec +wxVzsZRIDs+kzMP/3xZPjw== + "], + CellLabel->"Out[53]=",ExpressionUUID->"f462f821-4212-4a12-ab51-5e3ceb106570"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{"tmax21", "=", + RowBox[{"TimeOfMaximum", "/@", + RowBox[{"(", + RowBox[{ + RowBox[{ + RowBox[{"Select", "[", + RowBox[{"#", ",", + RowBox[{ + RowBox[{ + RowBox[{"#1", "[", + RowBox[{"[", "1", "]"}], "]"}], ">", "400"}], "&"}]}], "]"}], + "&"}], "/@", + RowBox[{"sxsrhs", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}]}], + ")"}]}]}], "\[IndentingNewLine]", + RowBox[{"tmax33", "=", + RowBox[{"TimeOfMaximum", "/@", + RowBox[{"(", + RowBox[{ + RowBox[{ + RowBox[{"Select", "[", + RowBox[{"#", ",", + RowBox[{ + RowBox[{ + RowBox[{"#1", "[", + RowBox[{"[", "1", "]"}], "]"}], ">", "400"}], "&"}]}], "]"}], + "&"}], "/@", + RowBox[{"sxsrhs", "[", + RowBox[{"[", + RowBox[{"All", ",", "3"}], "]"}], "]"}]}], + ")"}]}]}], "\[IndentingNewLine]", + RowBox[{"tmax22", "=", + RowBox[{"TimeOfMaximum", "/@", + RowBox[{"sxsrhs", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}]}], "Code", + CellChangeTimes->{{3.7843534476029*^9, 3.784353455982024*^9}, { + 3.784353548180291*^9, 3.784353608726467*^9}, {3.7843763464651833`*^9, + 3.7843763554924383`*^9}, {3.784376483101287*^9, 3.78437648759599*^9}, { + 3.792308823054883*^9, 3.792308823868188*^9}, {3.799976819416298*^9, + 3.79997682140097*^9}, {3.799976968467486*^9, 3.799976970152645*^9}}, + CellLabel->"In[54]:=",ExpressionUUID->"f10f7400-c6d3-4720-9f4c-8341bdb2d43e"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + "9439.73611064928`", ",", "9437.736112657069`", ",", "2309.4945821955234`", + ",", "9878.234408668579`", ",", "5694.736176430366`", ",", + "3734.740978800145`", ",", "5287.686656186708`", ",", "8941.900360561582`", + ",", "6229.227291482515`", ",", "4469.73324880229`", ",", + "8048.279940035295`", ",", "8162.8080054888`", ",", "7199.7096070032685`", + ",", "3334.4640577018013`", ",", "7813.7211809565`", ",", + "7296.6684146047255`", ",", "6595.581657185665`", ",", + "4899.220984952506`", ",", "4150.959449978296`", ",", "5181.443474456362`", + ",", "3701.8902273087538`", ",", "3700.876431304751`"}], "}"}]], "Output",\ + + CellChangeTimes->{3.799976983214302*^9, 3.799978711198954*^9}, + CellLabel->"Out[54]=",ExpressionUUID->"2c6e4ee3-1a8a-44ea-91e2-8fd57aa7e65d"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + "9538.23611064928`", ",", "9535.736112657069`", ",", "2308.4945821955234`", + ",", "9876.734408668579`", ",", "5693.236176430366`", ",", + "3733.240978800145`", ",", "5286.186656186708`", ",", "8940.400360561582`", + ",", "6226.727291482515`", ",", "4467.23324880229`", ",", + "8046.279940035295`", ",", "8160.3080054888`", ",", "7196.7096070032685`", + ",", "3330.9640577018013`", ",", "7810.2211809565`", ",", + "7292.6684146047255`", ",", "6591.081657185665`", ",", + "4895.220984952506`", ",", "4146.959449978296`", ",", "5176.943474456362`", + ",", "3696.8902273087538`", ",", "3695.876431304751`"}], "}"}]], "Output",\ + + CellChangeTimes->{3.799976983214302*^9, 3.79997871156462*^9}, + CellLabel->"Out[55]=",ExpressionUUID->"3dfd10d8-2b58-45e4-acb3-28e7e8f95a34"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + "9522.73611064928`", ",", "9520.736112657069`", ",", "2303.9945821955234`", + ",", "9872.234408668579`", ",", "5689.236176430366`", ",", + "3729.240978800145`", ",", "5281.686656186708`", ",", "8936.400360561582`", + ",", "6222.727291482515`", ",", "4463.23324880229`", ",", + "8041.779940035295`", ",", "8155.8080054888`", ",", "7192.7096070032685`", + ",", "3327.4640577018013`", ",", "7806.2211809565`", ",", + "7288.6684146047255`", ",", "6587.581657185665`", ",", + "4891.720984952506`", ",", "4143.459449978296`", ",", "5173.443474456362`", + ",", "3693.3902273087538`", ",", "3692.376431304751`"}], "}"}]], "Output",\ + + CellChangeTimes->{3.799976983214302*^9, 3.799978711645363*^9}, + CellLabel->"Out[56]=",ExpressionUUID->"0d9a2482-a3c5-4108-9c08-2665ecce47af"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"lp", "=", + RowBox[{"ListPlot", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"Delete", "[", + RowBox[{ + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{"q", ",", + RowBox[{"tmax21", "-", "tmax22"}]}], "}"}], "]"}], ",", + RowBox[{"{", "}"}]}], "]"}], ",", + RowBox[{"Delete", "[", + RowBox[{ + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{"q", ",", + RowBox[{"tmax33", "-", "tmax22"}]}], "}"}], "]"}], ",", + RowBox[{"{", "}"}]}], "]"}]}], "}"}], ",", + RowBox[{"LabelStyle", "\[Rule]", + RowBox[{"Directive", "[", + RowBox[{"Black", ",", "20"}], "]"}]}], ",", + RowBox[{"PlotRange", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"1", ",", "10.5"}], "}"}], ",", + RowBox[{"{", + RowBox[{"0", ",", "10"}], "}"}]}], "}"}]}], ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"FrameStyle", "\[Rule]", + RowBox[{"Directive", "[", + RowBox[{"Black", ",", "Bold", ",", "20"}], "]"}]}], ",", + RowBox[{"Axes", "\[Rule]", "True"}], ",", + RowBox[{"PlotLegends", "\[Rule]", + RowBox[{"Placed", "[", + RowBox[{ + RowBox[{"LineLegend", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"{", + RowBox[{ + "\"\<\!\(\*SubsuperscriptBox[\(\[Delta]t\), \(21\), \ +\(p\)]\)/M\>\"", ",", + "\"\<\!\(\*SubsuperscriptBox[\(\[Delta]t\), \(33\), \ +\(p\)]\)/M\>\""}], "}"}], "}"}], ",", + RowBox[{"LegendLayout", "\[Rule]", + RowBox[{"{", + RowBox[{"\"\<Column\>\"", ",", "2"}], "}"}]}]}], "]"}], ",", + RowBox[{"{", + RowBox[{"0.53", ",", "1.00000000000001"}], "}"}]}], "]"}]}], ",", + RowBox[{"FrameLabel", "\[Rule]", + RowBox[{"{", + RowBox[{ + "\"\<q\>\"", ",", + "\"\<\!\(\*SuperscriptBox[\(\[Delta]t\), \(p\)]\)/M\>\""}], "}"}]}], + ",", + RowBox[{"GridLines", "->", + RowBox[{"{", + RowBox[{"Full", ",", "Full"}], "}"}]}], ",", + RowBox[{"PlotStyle", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"Directive", "[", + RowBox[{"RGBColor", "[", + RowBox[{"0.`", ",", "0.62`", ",", "0.53"}], "]"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"RGBColor", "[", + RowBox[{"1.`", ",", "0.`", ",", "0.38`"}], "]"}], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"l1", ",", "s", ",", "l1", ",", "s", ",", "l1", ",", "s"}], + "}"}], "]"}]}], "]"}]}], "}"}]}], ",", + RowBox[{"PlotMarkers", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"markers", "[", + RowBox[{"[", "1", "]"}], "]"}], ",", "10"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"markers", "[", + RowBox[{"[", "2", "]"}], "]"}], ",", "15"}], "}"}]}], "}"}]}], ",", + + RowBox[{"ImageSize", "\[Rule]", "Large"}]}], "]"}]}]], "Input", + CellChangeTimes->{{3.792308696023693*^9, 3.7923087092202272`*^9}, { + 3.792308776330924*^9, 3.7923087947110147`*^9}, {3.792308852245057*^9, + 3.7923092364827013`*^9}, {3.792309322604158*^9, 3.792309323258429*^9}, { + 3.7923095988762493`*^9, 3.792309626949546*^9}, {3.7923212052451153`*^9, + 3.792321238224112*^9}, {3.7955050549888153`*^9, 3.795505067449904*^9}, { + 3.795505235911998*^9, 3.795505262544256*^9}, {3.7960975771663303`*^9, + 3.7960976605101337`*^9}, 3.796702288950885*^9, {3.796987715683083*^9, + 3.796987716348069*^9}, 3.79699197535349*^9, {3.79699222291068*^9, + 3.796992240218687*^9}, {3.7969922882175703`*^9, 3.796992297671659*^9}, { + 3.797224146423978*^9, 3.797224160131722*^9}, {3.7972242257150917`*^9, + 3.797224234382691*^9}, {3.797307215558346*^9, 3.797307294001513*^9}, { + 3.797307359298648*^9, 3.797307441500352*^9}, {3.7973074959247007`*^9, + 3.797307525240346*^9}, {3.7973075643696938`*^9, 3.797307583210801*^9}, { + 3.7973076290725117`*^9, 3.79730776761658*^9}, {3.797307877841683*^9, + 3.797307884267847*^9}}, + CellLabel->"In[57]:=",ExpressionUUID->"6901138a-123c-4a9a-a17e-5dc69e534fa0"], + +Cell[BoxData[ + TagBox[ + GraphicsBox[{InsetBox[ + GraphicsBox[{{{}, {{ + {RGBColor[0., 0.62, 0.53], PointSize[0.012833333333333334`], + AbsoluteThickness[1.6], GeometricTransformationBox[InsetBox[ + StyleBox["\<\"\[FilledCircle]\"\>", + StripOnInput->False, + FontSize->10], {0., 0.}], CompressedData[" +1:eJxTTMoPSmVmYGAQA2JGIGYC4ktNINYHewYQOBByoFlPF4Xvz/D3////nyF8 +BjEHjvhYIP0Dypdw2Fx00PK+/1+4/Py1EiADHWD8QM008XXtTA4w9d8evQGa +xwyX36EWpBTDzwLlSzkUavMCaQ44P/m9JDMy/5gyJ5DmgfJlHGS2zdnz/z8/ +nH/O7N9/ZL6HlgyQFoHy5RwkfQ4D5UWhfAWHhdPW//j2XxzO73eX5AS5E6be +fDIj2BwYP/ZO36GvHQpw9UadkkBaCcpXdIjz2QI0XxnOBwCs9049 + "]]}, + {RGBColor[1., 0., 0.38], PointSize[0.012833333333333334`], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.025, 0.0125}], + GeometricTransformationBox[InsetBox[ + StyleBox["\<\"\[FilledSquare]\"\>", + StripOnInput->False, + FontSize->15], {0., 0.}], CompressedData[" +1:eJxTTMoPSmVmYGAQA2JGIGYC4ktNINYHewYw0Hdo1tNF4us5+DP8/f///2co +X8iBIz4WSP+A8zcXHbS87/8XyhdwmL9WAmSgA4wfqJkmvq6dyQGm/tujN0Dz +mOHyO9SClGL4WeD8Qm1eIM0B5ye/l2RG8IUcjilzAmkeOF9m25w9///zw9Wf +M/v3H8HncfDQkgHSInB5SZ/DQHlROH/htPU/vv0Xh6vvd5cEWiAB55tPBnlH +Bs6PvdN36GuHApxv1CkJpJXg/DifLUDzleF8AKW1Sno= + "]]}}, { + {RGBColor[0., 0.62, 0.53], PointSize[0.012833333333333334`], + AbsoluteThickness[1.6]}, + {RGBColor[1., 0., 0.38], PointSize[0.012833333333333334`], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.025, + 0.0125}]}, {}, {}, {}}, { + {RGBColor[0., 0.62, 0.53], PointSize[0.012833333333333334`], + AbsoluteThickness[1.6]}, + {RGBColor[1., 0., 0.38], PointSize[0.012833333333333334`], + AbsoluteThickness[1.6], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.025, + 0.0125}]}, {}, {}, {}}}, {{}, {}}}, {}}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->{True, True}, + AxesLabel->{None, None}, + AxesOrigin->{1., 0}, + DisplayFunction->Identity, + Frame->{{True, True}, {True, True}}, + FrameLabel->{{ + FormBox[ + "\"\\!\\(\\*SuperscriptBox[\\(\[Delta]t\\), \\(p\\)]\\)/M\"", + TraditionalForm], None}, { + FormBox["\"q\"", TraditionalForm], None}}, + FrameStyle->Directive[ + GrayLevel[0], Bold, 20], + FrameTicks->{{Automatic, Automatic}, {Automatic, Automatic}}, + GridLines-> + FrontEndValueCache[{ + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& , + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, + 6}]& }, {{{2., + Directive[ + AbsoluteThickness[0.1]]}, {4., + Directive[ + AbsoluteThickness[0.1]]}, {6., + Directive[ + AbsoluteThickness[0.1]]}, {8., + Directive[ + AbsoluteThickness[0.1]]}, {10., + Directive[ + AbsoluteThickness[0.1]]}, {0., + Directive[ + AbsoluteThickness[0.1]]}, {0.5, + Directive[ + AbsoluteThickness[0.1]]}, {1., + Directive[ + AbsoluteThickness[0.1]]}, {1.5, + Directive[ + AbsoluteThickness[0.1]]}, {2.5, + Directive[ + AbsoluteThickness[0.1]]}, {3., + Directive[ + AbsoluteThickness[0.1]]}, {3.5, + Directive[ + AbsoluteThickness[0.1]]}, {4.5, + Directive[ + AbsoluteThickness[0.1]]}, {5., + Directive[ + AbsoluteThickness[0.1]]}, {5.5, + Directive[ + AbsoluteThickness[0.1]]}, {6.5, + Directive[ + AbsoluteThickness[0.1]]}, {7., + Directive[ + AbsoluteThickness[0.1]]}, {7.5, + Directive[ + AbsoluteThickness[0.1]]}, {8.5, + Directive[ + AbsoluteThickness[0.1]]}, {9., + Directive[ + AbsoluteThickness[0.1]]}, {9.5, + Directive[ + AbsoluteThickness[0.1]]}, {10.5, + Directive[ + AbsoluteThickness[0.1]]}, {11., + Directive[ + AbsoluteThickness[0.1]]}, {11.5, + Directive[ + AbsoluteThickness[0.1]]}, {12., + Directive[ + AbsoluteThickness[0.1]]}}, {{0., + Directive[ + AbsoluteThickness[0.1]]}, {2., + Directive[ + AbsoluteThickness[0.1]]}, {4., + Directive[ + AbsoluteThickness[0.1]]}, {6., + Directive[ + AbsoluteThickness[0.1]]}, {8., + Directive[ + AbsoluteThickness[0.1]]}, {10., + Directive[ + AbsoluteThickness[0.1]]}, {0.5, + Directive[ + AbsoluteThickness[0.1]]}, {1., + Directive[ + AbsoluteThickness[0.1]]}, {1.5, + Directive[ + AbsoluteThickness[0.1]]}, {2.5, + Directive[ + AbsoluteThickness[0.1]]}, {3., + Directive[ + AbsoluteThickness[0.1]]}, {3.5, + Directive[ + AbsoluteThickness[0.1]]}, {4.5, + Directive[ + AbsoluteThickness[0.1]]}, {5., + Directive[ + AbsoluteThickness[0.1]]}, {5.5, + Directive[ + AbsoluteThickness[0.1]]}, {6.5, + Directive[ + AbsoluteThickness[0.1]]}, {7., + Directive[ + AbsoluteThickness[0.1]]}, {7.5, + Directive[ + AbsoluteThickness[0.1]]}, {8.5, + Directive[ + AbsoluteThickness[0.1]]}, {9., + Directive[ + AbsoluteThickness[0.1]]}, {9.5, + Directive[ + AbsoluteThickness[0.1]]}}}], + GridLinesStyle->Directive[ + GrayLevel[0.5, 0.4]], + ImageSize->Large, + LabelStyle->Directive[ + GrayLevel[0], 20], + Method->{ + "OptimizePlotMarkers" -> True, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}}, + PlotLabel->None, + PlotRange->{{1, 10.5}, {0, 10}}, + PlotRangeClipping->True, + PlotRangePadding->{{0, 0}, {0, 0}}, + Ticks->{Automatic, Automatic}], Scaled[{0.5, 0.5}], Center, + Scaled[{1, 1}]], InsetBox[ + TemplateBox[{ + "\"\\!\\(\\*SubsuperscriptBox[\\(\[Delta]t\\), \\(21\\), \ +\\(p\\)]\\)/M\"", + "\"\\!\\(\\*SubsuperscriptBox[\\(\[Delta]t\\), \\(33\\), \\(p\\)]\\)/M\ +\""}, + "LineLegend", + DisplayFunction->(FormBox[ + StyleBox[ + StyleBox[ + PaneBox[ + TagBox[ + GridBox[{{ + TagBox[ + GridBox[{{ + GraphicsBox[{{}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0., 0.62, 0.53]], { + InsetBox[ + FormBox[ + StyleBox["\"\[FilledCircle]\"", + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0., 0.62, 0.53]], FontSize -> 10, Plain, + StripOnInput -> False], TraditionalForm], + NCache[ + Scaled[{ + Rational[1, 2], + Rational[1, 2]}], + Scaled[{0.5, 0.5}]]]}}}, AspectRatio -> Full, + ImageSize -> {15, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"], + TagBox[ + GridBox[{{ + GraphicsBox[{{}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[1., 0., 0.38], + + Dashing[{0.6000000000000001, 0.30000000000000004`, + 0.6000000000000001, 0.30000000000000004`, + 0.6000000000000001, 0.30000000000000004`}]], { + InsetBox[ + FormBox[ + StyleBox["\"\[FilledSquare]\"", + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[1., 0., 0.38], + + Dashing[{0.6000000000000001, 0.30000000000000004`, + 0.6000000000000001, 0.30000000000000004`, + 0.6000000000000001, 0.30000000000000004`}]], FontSize -> + 15, Plain, StripOnInput -> False], TraditionalForm], + NCache[ + Scaled[{ + Rational[1, 2], + Rational[1, 2]}], + Scaled[{0.5, 0.5}]]]}}}, AspectRatio -> Full, + ImageSize -> {15, 15}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.23333333333333334`] -> + Baseline)], #2}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"]}}, + GridBoxAlignment -> {"Columns" -> {{Left}}, "Rows" -> {{Top}}}, + AutoDelete -> False, + GridBoxItemSize -> { + "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, + GridBoxSpacings -> {"Columns" -> {{1}}, "Rows" -> {{0}}}], + "Grid"], Alignment -> Left, AppearanceElements -> None, + ImageMargins -> {{5, 5}, {5, 5}}, ImageSizeAction -> + "ResizeToFit"], LineIndent -> 0, StripOnInput -> False], { + Directive[ + GrayLevel[0], 20], FontFamily -> "Arial"}, Background -> Automatic, + StripOnInput -> False], TraditionalForm]& ), + Editable->True, + InterpretationFunction:>(RowBox[{"LineLegend", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.012833333333333334`", "]"}], + ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0., 0.62, 0.53], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[0., 0.41333333333333333`, 0.3533333333333334], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.`", ",", "0.62`", ",", "0.53`"}], "]"}], + NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0., 0.62, 0.53]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0., 0.62, 0.53], Editable -> False, Selectable -> + False]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.012833333333333334`", "]"}], + ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[1., 0., 0.38], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[0.6666666666666667, 0., 0.25333333333333335`], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"1.`", ",", "0.`", ",", "0.38`"}], "]"}], + NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[1., 0., 0.38]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[1., 0., 0.38], Editable -> False, Selectable -> + False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + + RowBox[{ + "0.025`", ",", "0.0125`", ",", "0.025`", ",", "0.0125`", + ",", "0.025`", ",", "0.0125`"}], "}"}], "]"}]}], "]"}]}], + "}"}], ",", + RowBox[{"{", + RowBox[{#, ",", #2}], "}"}], ",", + RowBox[{"LegendMarkers", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"\"\[FilledCircle]\"", ",", "10"}], "}"}], ",", + RowBox[{"{", + RowBox[{"\"\[FilledSquare]\"", ",", "15"}], "}"}]}], + "}"}]}], ",", + RowBox[{"Joined", "\[Rule]", + RowBox[{"{", + RowBox[{"False", ",", "False"}], "}"}]}], ",", + RowBox[{"LabelStyle", "\[Rule]", + RowBox[{"Directive", "[", + RowBox[{ + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + GrayLevel[0], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> GrayLevel[0.], FrameTicks -> None, + PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"GrayLevel", "[", "0", "]"}], NumberMarks -> + False]], Appearance -> None, BaseStyle -> {}, + BaselinePosition -> Baseline, DefaultBaseStyle -> {}, + ButtonFunction :> With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + GrayLevel[0]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["GrayLevelColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + GrayLevel[0], Editable -> False, Selectable -> False], ",", + "20"}], "]"}]}], ",", + RowBox[{"LegendLayout", "\[Rule]", + RowBox[{"{", + RowBox[{"\"Column\"", ",", "2"}], "}"}]}]}], "]"}]& )], + Scaled[{0.53, 1.00000000000001}], ImageScaled[{0.5, 0}], + BaseStyle->{FontSize -> Larger}, + FormatType->StandardForm]}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->False, + AxesLabel->{None, None}, + AxesOrigin->{1., 0}, + DisplayFunction->Identity, + Frame->False, + FrameLabel->{{ + FormBox[ + "\"\\!\\(\\*SuperscriptBox[\\(\[Delta]t\\), \\(p\\)]\\)/M\"", + TraditionalForm], None}, { + FormBox["\"q\"", TraditionalForm], None}}, + FrameStyle->Directive[ + GrayLevel[0], Bold, 20], + FrameTicks->{{Automatic, Automatic}, {Automatic, Automatic}}, + ImagePadding->All, + ImageSize->Large, + LabelStyle->Directive[ + GrayLevel[0], 20], + Method->{ + "OptimizePlotMarkers" -> True, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}}, + PlotLabel->None, + PlotRange->Automatic, + PlotRangeClipping->False, + PlotRangePadding->{{0, 0}, {0, 0}}, + Ticks->{Automatic, Automatic}], + InterpretTemplate[Legended[ + Graphics[{{}, {{{ + Directive[ + PointSize[0.012833333333333334`], + AbsoluteThickness[1.6], + RGBColor[0., 0.62, 0.53]], + GeometricTransformation[ + Inset[ + Style["\[FilledCircle]", FontSize -> 10], {0., + 0.}], CompressedData[" +1:eJxTTMoPSmVmYGAQA2JGIGYC4ktNINYHewYQOBByoFlPF4Xvz/D3////nyF8 +BjEHjvhYIP0Dypdw2Fx00PK+/1+4/Py1EiADHWD8QM008XXtTA4w9d8evQGa +xwyX36EWpBTDzwLlSzkUavMCaQ44P/m9JDMy/5gyJ5DmgfJlHGS2zdnz/z8/ +nH/O7N9/ZL6HlgyQFoHy5RwkfQ4D5UWhfAWHhdPW//j2XxzO73eX5AS5E6be +fDIj2BwYP/ZO36GvHQpw9UadkkBaCcpXdIjz2QI0XxnOBwCs9049 + "]]}, { + Directive[ + PointSize[0.012833333333333334`], + AbsoluteThickness[1.6], + RGBColor[1., 0., 0.38], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.025, 0.0125}]], + GeometricTransformation[ + Inset[ + Style["\[FilledSquare]", FontSize -> 15], {0., + 0.}], CompressedData[" +1:eJxTTMoPSmVmYGAQA2JGIGYC4ktNINYHewYw0Hdo1tNF4us5+DP8/f///2co +X8iBIz4WSP+A8zcXHbS87/8XyhdwmL9WAmSgA4wfqJkmvq6dyQGm/tujN0Dz +mOHyO9SClGL4WeD8Qm1eIM0B5ye/l2RG8IUcjilzAmkeOF9m25w9///zw9Wf +M/v3H8HncfDQkgHSInB5SZ/DQHlROH/htPU/vv0Xh6vvd5cEWiAB55tPBnlH +Bs6PvdN36GuHApxv1CkJpJXg/DifLUDzleF8AKW1Sno= + "]]}}, {{ + Directive[ + PointSize[0.012833333333333334`], + AbsoluteThickness[1.6], + RGBColor[0., 0.62, 0.53]]}, { + Directive[ + PointSize[0.012833333333333334`], + AbsoluteThickness[1.6], + RGBColor[1., 0., 0.38], + + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.025, + 0.0125}]]}, {}, {}, {}}, {{ + Directive[ + PointSize[0.012833333333333334`], + AbsoluteThickness[1.6], + RGBColor[0., 0.62, 0.53]]}, { + Directive[ + PointSize[0.012833333333333334`], + AbsoluteThickness[1.6], + RGBColor[1., 0., 0.38], + + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.025, + 0.0125}]]}, {}, {}, {}}}, {{}, {}}}, { + DisplayFunction -> Identity, DisplayFunction -> Identity, AspectRatio -> + GoldenRatio^(-1), Axes -> {True, True}, AxesLabel -> {None, None}, + AxesOrigin -> {1., 0}, DisplayFunction :> Identity, + Frame -> {{True, True}, {True, True}}, + FrameLabel -> {{ + "\!\(\*SuperscriptBox[\(\[Delta]t\), \(p\)]\)/M", None}, {"q", None}}, + FrameStyle -> Directive[ + GrayLevel[0], Bold, 20], + FrameTicks -> {{Automatic, Automatic}, {Automatic, Automatic}}, + GridLines -> { + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& , + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& }, + GridLinesStyle -> Directive[ + GrayLevel[0.5, 0.4]], ImageSize -> Large, LabelStyle -> Directive[ + GrayLevel[0], 20], + Method -> { + "OptimizePlotMarkers" -> True, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}}, PlotRange -> {{1, 10.5}, {0, 10}}, + PlotRangeClipping -> True, PlotRangePadding -> {{0, 0}, {0, 0}}, + Ticks -> {Automatic, Automatic}}], + Placed[ + Unevaluated[ + LineLegend[{ + Directive[ + PointSize[0.012833333333333334`], + AbsoluteThickness[1.6], + RGBColor[0., 0.62, 0.53]], + Directive[ + PointSize[0.012833333333333334`], + AbsoluteThickness[1.6], + RGBColor[1., 0., 0.38], + Dashing[{0.025, 0.0125, 0.025, 0.0125, 0.025, 0.0125}]]}, { + "\!\(\*SubsuperscriptBox[\(\[Delta]t\), \(21\), \(p\)]\)/M", + "\!\(\*SubsuperscriptBox[\(\[Delta]t\), \(33\), \(p\)]\)/M"}, + LegendMarkers -> {{"\[FilledCircle]", 10}, {"\[FilledSquare]", 15}}, + Joined -> {False, False}, LabelStyle -> Directive[ + GrayLevel[0], 20], LegendLayout -> {"Column", 2}]], {0.53, + 1.00000000000001}, Identity]]& ], + AutoDelete->True, + Editable->True, + SelectWithContents->False, + Selectable->True]], "Output", + CellChangeTimes->{{3.7923087000455093`*^9, 3.792308709834049*^9}, { + 3.7923087852154503`*^9, 3.792308795112245*^9}, {3.792308857769725*^9, + 3.792308954713619*^9}, 3.7923090041920156`*^9, {3.792309064603788*^9, + 3.792309197377667*^9}, 3.792309236818272*^9, 3.7923093240077047`*^9, { + 3.792309620472659*^9, 3.792309627516667*^9}, {3.792321213011908*^9, + 3.792321238682273*^9}, 3.792387777654935*^9, 3.792735912981147*^9, + 3.794717930278109*^9, 3.794799512677373*^9, {3.795505147178133*^9, + 3.795505149094523*^9}, {3.7955052421925163`*^9, 3.795505262924131*^9}, + 3.795605460991189*^9, 3.795926411308669*^9, 3.7960910915083513`*^9, { + 3.79609757334729*^9, 3.7960976057357883`*^9}, {3.796097646975647*^9, + 3.796097661671673*^9}, 3.796362768131811*^9, 3.7963629261753273`*^9, + 3.79696572587862*^9, {3.79698765712945*^9, 3.796987716830984*^9}, + 3.7969894123369007`*^9, 3.796991978079955*^9, {3.796992223369905*^9, + 3.7969922273542128`*^9}, 3.796992298140094*^9, 3.7971410431214046`*^9, + 3.797141290072863*^9, 3.797154214043201*^9, 3.7971549863782377`*^9, + 3.7971610821049023`*^9, 3.797224161909253*^9, 3.797224246452474*^9, + 3.797224278620482*^9, {3.79730724041313*^9, 3.797307294274602*^9}, { + 3.7973073792571087`*^9, 3.79730744196743*^9}, {3.797307516944158*^9, + 3.797307525846033*^9}, {3.797307571218669*^9, 3.7973075836347837`*^9}, { + 3.797307629683853*^9, 3.79730776815132*^9}, {3.797307878624651*^9, + 3.797307884852426*^9}, 3.799977014308263*^9, 3.799978712002377*^9}, + CellLabel->"Out[57]=",ExpressionUUID->"65f155e4-0764-4c30-a47f-d83e388b617b"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"Export", "[", + RowBox[{ + RowBox[{"ExportDir", "<>", "\"\<dts.pdf\>\""}], ",", "lp"}], + "]"}]], "Input", + CellChangeTimes->{{3.792309317345038*^9, 3.792309342184907*^9}, { + 3.799976926412396*^9, 3.799976931273427*^9}, {3.799977009070896*^9, + 3.799977012404977*^9}}, + CellLabel->"In[58]:=",ExpressionUUID->"4359d45f-993a-4ef7-9dd4-0d7b3cd77a0c"], + +Cell[BoxData["\<\"/Users/xisco/git/rdstackingproject/plots/dts.pdf\"\>"], \ +"Output", + CellChangeTimes->{ + 3.792309343669641*^9, 3.7923096299964247`*^9, 3.792321241718144*^9, + 3.792387778225254*^9, 3.792735918773844*^9, 3.7947179315511923`*^9, + 3.794799519045932*^9, {3.7955051482982063`*^9, 3.7955051496976957`*^9}, + 3.7955052697239513`*^9, 3.795605462311797*^9, 3.795926413951045*^9, + 3.7960910993269053`*^9, 3.7960976645338383`*^9, 3.7963627691751547`*^9, + 3.796362927007183*^9, 3.796965727290103*^9, 3.796987719506846*^9, + 3.7969894128989143`*^9, {3.796992304544828*^9, 3.796992309356123*^9}, + 3.797141043690179*^9, 3.79714129086062*^9, 3.797154215288329*^9, + 3.797154987350675*^9, 3.7971610827604017`*^9, 3.797224247607486*^9, + 3.797224279508102*^9, {3.797307736117443*^9, 3.797307770225542*^9}, + 3.797307886471736*^9, {3.799977016947253*^9, 3.7999770285578403`*^9}, + 3.799978712550847*^9}, + CellLabel->"Out[58]=",ExpressionUUID->"d26436ee-d601-4f50-9e69-f1d8b736f9b8"] +}, Open ]] +}, Closed]], + +Cell[CellGroupData[{ + +Cell["Fits Almn/A220", "Section", + CellChangeTimes->{{3.790689659131205*^9, + 3.790689668108283*^9}},ExpressionUUID->"66d535a6-95fa-4cd2-9f23-\ +45dc8600b5e6"], + +Cell[BoxData[ + RowBox[{"(*", " ", + RowBox[{"credible", " ", "intervals"}], " ", "*)"}]], "Input", + CellChangeTimes->{{3.796355841126897*^9, + 3.796355847204289*^9}},ExpressionUUID->"b4fab541-fff2-4cf8-8e9f-\ +0c4ed06a2bfb"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"cred", "=", "0.99"}], ";"}]], "Input", + CellChangeTimes->{{3.796354206356845*^9, 3.7963542080122023`*^9}, { + 3.7963579620880404`*^9, 3.7963579621932592`*^9}, {3.796359657356451*^9, + 3.796359657642618*^9}, 3.796364058330311*^9, 3.796989390652184*^9, + 3.79698961005095*^9, 3.799977058687471*^9}, + CellLabel->"In[59]:=",ExpressionUUID->"66bc501b-d793-4896-8a82-5f8be2b57e8a"], + +Cell[BoxData[ + RowBox[{"(*", " ", + RowBox[{ + "constrain", " ", "HMs", " ", "to", " ", "be", " ", "0", " ", "at", " ", + "equal", " ", "massratio"}], " ", "*)"}]], "Input", + CellChangeTimes->{{3.796355811698476*^9, 3.7963558301751842`*^9}}, + CellLabel-> + "In[169]:=",ExpressionUUID->"131f76b2-1a17-4f9d-8338-e72ebfa8e99f"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"acons", "=", + RowBox[{"aa", "/.", + RowBox[{ + RowBox[{"Solve", "[", + RowBox[{ + RowBox[{ + RowBox[{"aa", "+", + FractionBox["bb", + RowBox[{" ", "1"}]], "+", + FractionBox["cc", "1"], "+", + FractionBox["ee", "1"]}], "\[Equal]", "0"}], ",", "aa"}], "]"}], "[", + + RowBox[{"[", "1", "]"}], "]"}]}]}]], "Input", + CellChangeTimes->{{3.796093312451457*^9, 3.796093344812086*^9}, { + 3.796093387815682*^9, 3.796093396085699*^9}, {3.799977061806294*^9, + 3.799977062403246*^9}}, + CellLabel->"In[60]:=",ExpressionUUID->"145ea971-74fa-4487-87d9-ea611b7cbc00"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"-", "bb"}], "-", "cc", "-", "ee"}]], "Output", + CellChangeTimes->{ + 3.79609334540344*^9, {3.7960933891252813`*^9, 3.7960933965779047`*^9}, + 3.796350481183879*^9, 3.7963558758640213`*^9, {3.79635797080945*^9, + 3.796357985525875*^9}, 3.7963630722901497`*^9, 3.796364061481992*^9, + 3.796541074536873*^9, 3.796989413204397*^9, 3.796992633447681*^9, + 3.797070524521605*^9, 3.797141291292663*^9, 3.79715455371914*^9, + 3.7971549905888777`*^9, 3.799977062867897*^9, 3.799978712909446*^9}, + CellLabel->"Out[60]=",ExpressionUUID->"5f2a7a21-cf75-4a10-b8f1-907b47415982"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell["n=1 at t=0M not aligning", "Subsubsection", + CellChangeTimes->{{3.783335011255373*^9, 3.783335014252658*^9}, { + 3.783338590710135*^9, 3.783338612983432*^9}, {3.784027245178487*^9, + 3.784027248044612*^9}, {3.7840327304466267`*^9, 3.7840327307831993`*^9}, { + 3.785577223556033*^9, 3.7855772245267897`*^9}, {3.78764085416961*^9, + 3.787640877275304*^9}, 3.790512937796105*^9, {3.790513017996871*^9, + 3.790513018226877*^9}, {3.790514135990529*^9, 3.7905141460485363`*^9}, + 3.7905156114160748`*^9, 3.790517780444337*^9, {3.7906742632015457`*^9, + 3.7906742636625977`*^9}, 3.790675975769409*^9, {3.790687761043107*^9, + 3.7906877672338953`*^9}, {3.79472277106769*^9, + 3.794722771835322*^9}},ExpressionUUID->"ecf75cca-30cd-43d4-9be0-\ +cffb842f80ee"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"tfit", "=", "0"}], ";"}]], "Input", + CellLabel-> + "In[917]:=",ExpressionUUID->"63748991-676f-4b51-9513-6e6301f33875"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"tmax", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"TimeOfMaximum", "/@", + RowBox[{"sxsrhs", "[", + RowBox[{"[", + RowBox[{"All", ",", "1", ",", + RowBox[{ + RowBox[{"-", "5000"}], ";;", + RowBox[{"-", "1"}]}]}], "]"}], "]"}]}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Length", "@", "modes"}]}], "}"}]}], "]"}]}]], "Code", + CellChangeTimes->{{3.783322664275772*^9, 3.783322695503109*^9}, { + 3.784371363342993*^9, 3.784371364299263*^9}, {3.7855815746180477`*^9, + 3.7855815753135138`*^9}, {3.790674369825747*^9, 3.790674467963015*^9}, { + 3.790675912287261*^9, 3.790675912423545*^9}, {3.790675956357242*^9, + 3.7906759566672983`*^9}, {3.790676548958955*^9, 3.790676549056424*^9}, { + 3.790676720451498*^9, 3.790676720786585*^9}, {3.790677281162836*^9, + 3.790677281262546*^9}, {3.790677438333253*^9, 3.790677438707281*^9}, { + 3.790677771650758*^9, 3.7906777717829943`*^9}, {3.7906833285179377`*^9, + 3.790683328678625*^9}, {3.79068356791488*^9, 3.7906835768231087`*^9}, { + 3.7906867539637012`*^9, 3.790686755339479*^9}}, + CellLabel-> + "In[918]:=",ExpressionUUID->"a78dffb7-8999-46bc-a665-9ebaf6008f9a"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "9522.73611064928`", ",", "9520.736112657069`", ",", + "2303.9945821955234`", ",", "9872.234408668579`", ",", + "5689.236176430366`", ",", "3729.240978800145`", ",", + "5281.686656186708`", ",", "8936.400360561582`", ",", + "6222.727291482515`", ",", "4463.23324880229`", ",", + "8041.779940035295`", ",", "8155.8080054888`", ",", + "7192.7096070032685`", ",", "3327.4640577018013`", ",", + "7806.2211809565`", ",", "7288.6684146047255`", ",", + "6587.581657185665`", ",", "4891.720984952506`", ",", + "4143.459449978296`", ",", "5173.443474456362`", ",", + "3693.3902273087538`", ",", "3692.376431304751`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "9522.73611064928`", ",", "9520.736112657069`", ",", + "2303.9945821955234`", ",", "9872.234408668579`", ",", + "5689.236176430366`", ",", "3729.240978800145`", ",", + "5281.686656186708`", ",", "8936.400360561582`", ",", + "6222.727291482515`", ",", "4463.23324880229`", ",", + "8041.779940035295`", ",", "8155.8080054888`", ",", + "7192.7096070032685`", ",", "3327.4640577018013`", ",", + "7806.2211809565`", ",", "7288.6684146047255`", ",", + "6587.581657185665`", ",", "4891.720984952506`", ",", + "4143.459449978296`", ",", "5173.443474456362`", ",", + "3693.3902273087538`", ",", "3692.376431304751`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "9522.73611064928`", ",", "9520.736112657069`", ",", + "2303.9945821955234`", ",", "9872.234408668579`", ",", + "5689.236176430366`", ",", "3729.240978800145`", ",", + "5281.686656186708`", ",", "8936.400360561582`", ",", + "6222.727291482515`", ",", "4463.23324880229`", ",", + "8041.779940035295`", ",", "8155.8080054888`", ",", + "7192.7096070032685`", ",", "3327.4640577018013`", ",", + "7806.2211809565`", ",", "7288.6684146047255`", ",", + "6587.581657185665`", ",", "4891.720984952506`", ",", + "4143.459449978296`", ",", "5173.443474456362`", ",", + "3693.3902273087538`", ",", "3692.376431304751`"}], "}"}]}], + "}"}]], "Output", + CellChangeTimes->{{3.790674381325076*^9, 3.790674472259388*^9}, { + 3.7906759136988564`*^9, 3.790675957378036*^9}, 3.790676001997643*^9, + 3.790676549485808*^9, 3.790676722275379*^9, 3.7906767706464252`*^9, + 3.790677281662622*^9, 3.790677439096479*^9, 3.790677773198554*^9, + 3.7906810250475283`*^9, 3.790681157605276*^9, 3.7906812672761393`*^9, + 3.790682231878091*^9, {3.79068332909837*^9, 3.7906833321664248`*^9}, { + 3.790683568390388*^9, 3.790683577207018*^9}, 3.7906866525120173`*^9, + 3.790686755925654*^9, 3.790687778012377*^9, 3.790688512930676*^9, + 3.792737505982389*^9, 3.792738130533342*^9, 3.792741255645516*^9, + 3.794718396175736*^9, 3.794719713225429*^9, 3.794722778986717*^9, + 3.794739661873103*^9, 3.794799589769306*^9, 3.795605462719675*^9, + 3.796095070970231*^9, 3.796350279526127*^9, {3.796357978922821*^9, + 3.796357988798456*^9}, 3.796364072764526*^9, 3.796541150940535*^9, + 3.797070531233039*^9, 3.7971410439477253`*^9, 3.7971412916864977`*^9, { + 3.7971545635524073`*^9, 3.79715457890394*^9}, 3.797154890826976*^9, + 3.797154993141803*^9, 3.799977153205021*^9, 3.799978713265847*^9, + 3.7999867090250053`*^9}, + CellLabel-> + "Out[918]=",ExpressionUUID->"b9c66922-597f-401e-a8f2-7926a173abea"] +}, Open ]], + +Cell[BoxData[ + RowBox[{ + RowBox[{"(*", " ", + RowBox[{ + RowBox[{"Here", " ", "start", " ", "the", " ", "\[Alpha]0"}], ",", + RowBox[{"\[Alpha]1", " ", "contours"}]}], "*)"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"ansall", "=", + RowBox[{"Table", "[", "\[IndentingNewLine]", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"mysxscase22modeRD", "[", "index", "]"}], "=", "\n", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"t0", "[", "index", "]"}], "=", + RowBox[{"tmax", "[", + RowBox[{"[", + RowBox[{"i", ",", "index"}], "]"}], "]"}]}], ";", + RowBox[{ + RowBox[{"Select", "[", + RowBox[{ + RowBox[{"sxsrhs", "[", + RowBox[{"[", + RowBox[{"index", ",", "i"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", " ", + RowBox[{"tmax", "[", + RowBox[{"[", + RowBox[{"i", ",", "index"}], "]"}], "]"}]}], "&"}]}], "]"}], + "/.", + RowBox[{ + RowBox[{"{", + RowBox[{"tt_", ",", "yy_"}], "}"}], "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"tt", "-", + RowBox[{"tmax", "[", + RowBox[{"[", + RowBox[{"i", ",", "index"}], "]"}], "]"}]}], ",", "yy"}], + "}"}]}]}]}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Length", "@", "modes"}]}], "}"}]}], "]"}]}], ";", "\n", + RowBox[{"ans", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"If", "[", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"modes", "[", + RowBox[{"[", + RowBox[{"i", ",", "1"}], "]"}], "]"}], "\[Equal]", "3"}], "&&", + RowBox[{ + RowBox[{"modes", "[", + RowBox[{"[", + RowBox[{"i", ",", "2"}], "]"}], "]"}], "\[Equal]", "2"}]}], + ",", + RowBox[{"mix", "=", "True"}], ",", + RowBox[{"mix", "=", "False"}]}], "]"}], ";", "\n", + RowBox[{"OvertoneModelV2", "[", + RowBox[{"1", ",", + RowBox[{"{", + RowBox[{ + RowBox[{"\[Eta]", "[", + RowBox[{"[", "index", "]"}], "]"}], ",", + RowBox[{"\[Chi]1", "[", + RowBox[{"[", "index", "]"}], "]"}], ",", + RowBox[{"\[Chi]2", "[", + RowBox[{"[", "index", "]"}], "]"}]}], "}"}], ",", "tfit", ",", + RowBox[{"\"\<Fit\[Alpha]\>\"", "\[Rule]", + RowBox[{"{", "}"}]}], ",", + RowBox[{"\"\<Mode\>\"", "\[Rule]", + RowBox[{"modes", "[", + RowBox[{"[", "i", "]"}], "]"}]}], ",", + RowBox[{"\"\<Mixing\>\"", "\[Rule]", + RowBox[{"{", + RowBox[{"mix", ",", + RowBox[{"{", + RowBox[{"2", ",", "2"}], "}"}]}], "}"}]}], ",", + RowBox[{"\"\<ModesData\>\"", "->", + RowBox[{"Modedata", "[", + RowBox[{"[", "i", "]"}], "]"}]}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "notdir"}]}], "]"}]}], + ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Length", "@", "modes"}]}], "}"}]}], "]"}]}]}], ",", + RowBox[{"{", + RowBox[{"index", ",", + RowBox[{"Length", "@", "tag"}]}], "}"}]}], "]"}]}], ";"}]}]], "Code", + CellChangeTimes->{{3.776512166269883*^9, 3.77651220635608*^9}, { + 3.7806579396378927`*^9, 3.7806579447792053`*^9}, {3.780657992992601*^9, + 3.7806580655287037`*^9}, {3.780658149470125*^9, 3.780658158193174*^9}, { + 3.780658533189198*^9, 3.780658538263584*^9}, {3.780913549931922*^9, + 3.7809135503771477`*^9}, 3.7809139813373203`*^9, {3.7809144171036777`*^9, + 3.780914417501708*^9}, {3.7818561760215263`*^9, 3.781856176883253*^9}, { + 3.7833250385110683`*^9, 3.7833250438551283`*^9}, {3.783325078590008*^9, + 3.783325097782302*^9}, {3.783325247012995*^9, 3.783325318819191*^9}, { + 3.783325407070302*^9, 3.783325411435904*^9}, {3.783325475123114*^9, + 3.7833254756591253`*^9}, 3.7833256554369297`*^9, {3.7833313670501127`*^9, + 3.7833314249811077`*^9}, {3.783331463108326*^9, 3.783331465870968*^9}, { + 3.783331523881638*^9, 3.7833315262764683`*^9}, 3.783331652030417*^9, { + 3.783332229420908*^9, 3.783332229549035*^9}, {3.783926045187009*^9, + 3.783926047208068*^9}, {3.784024880322315*^9, 3.784024886607314*^9}, { + 3.7840251162471123`*^9, 3.784025118922915*^9}, {3.784028273786001*^9, + 3.7840283400444*^9}, {3.7840285492320957`*^9, 3.784028557574357*^9}, { + 3.7840330059743643`*^9, 3.78403300666721*^9}, {3.784034254111804*^9, + 3.7840342595247183`*^9}, {3.784530289375472*^9, 3.784530309181032*^9}, { + 3.785577233806931*^9, 3.785577237111829*^9}, {3.785581151943487*^9, + 3.785581157931072*^9}, 3.7855851754377813`*^9, {3.785585753869604*^9, + 3.785585769426332*^9}, {3.785651002060493*^9, 3.78565100307345*^9}, { + 3.7876408914020243`*^9, 3.787640899849009*^9}, {3.7906742987684917`*^9, + 3.7906743055401487`*^9}, {3.790674478251223*^9, 3.790674482663575*^9}, { + 3.790674544845932*^9, 3.790674558466082*^9}, {3.790674613472151*^9, + 3.790674624923275*^9}, {3.7906760443785467`*^9, 3.790676071436995*^9}, + 3.790686764375167*^9, 3.7999771990660877`*^9, {3.7999774557559137`*^9, + 3.79997755313017*^9}, {3.7999782551676617`*^9, 3.799978255574772*^9}, { + 3.799986670732045*^9, 3.799986671975503*^9}}, + CellLabel-> + "In[919]:=",ExpressionUUID->"c0cbb8b7-6099-45b6-b37d-97cf025306da"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"(*", " ", + RowBox[{"Align", " ", "the", " ", "waveforms"}], " ", "*)"}], + "\[IndentingNewLine]", + RowBox[{ + RowBox[{ + RowBox[{"val022", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{"Select", "[", + RowBox[{ + RowBox[{"Arg0DStructs", "[", + RowBox[{ + RowBox[{"mysxscase22modeRD", "[", "i", "]"}], "[", + RowBox[{"[", "1", "]"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", " ", "10"}], + "&"}], ",", "1"}], "]"}], ")"}], "[", + RowBox[{"[", + RowBox[{"1", ",", "2"}], "]"}], "]"}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Length", "@", "tag"}]}], "}"}]}], "]"}]}], ";"}], + "\[IndentingNewLine]", + RowBox[{ + RowBox[{"val021", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{"Select", "[", + RowBox[{ + RowBox[{"Arg0DStructs", "[", + RowBox[{ + RowBox[{"mysxscase22modeRD", "[", "i", "]"}], "[", + RowBox[{"[", "2", "]"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", " ", "10"}], + "&"}], ",", "1"}], "]"}], ")"}], "[", + RowBox[{"[", + RowBox[{"1", ",", "2"}], "]"}], "]"}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Length", "@", "tag"}]}], "}"}]}], "]"}]}], ";"}], + "\[IndentingNewLine]", + RowBox[{ + RowBox[{"val033", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{"Select", "[", + RowBox[{ + RowBox[{"Arg0DStructs", "[", + RowBox[{ + RowBox[{"mysxscase22modeRD", "[", "i", "]"}], "[", + RowBox[{"[", "3", "]"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", " ", "10"}], + "&"}], ",", "1"}], "]"}], ")"}], "[", + RowBox[{"[", + RowBox[{"1", ",", "2"}], "]"}], "]"}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Length", "@", "tag"}]}], "}"}]}], "]"}]}], + ";"}]}]}]], "Input", + CellChangeTimes->{{3.7840117399238787`*^9, 3.784011762555826*^9}, { + 3.7840119370292187`*^9, 3.7840119380686398`*^9}, {3.78401385415139*^9, + 3.7840138587881393`*^9}, {3.784013908808543*^9, 3.784013932186843*^9}, { + 3.784014228315469*^9, 3.7840142299235973`*^9}, {3.784014457085421*^9, + 3.7840145132402163`*^9}, 3.784014986505061*^9, {3.784015347154203*^9, + 3.784015352818285*^9}, {3.784015889014182*^9, 3.784016003815448*^9}, { + 3.784022254146719*^9, 3.7840222589547987`*^9}, {3.784028570075938*^9, + 3.7840285876143293`*^9}, {3.785577242956133*^9, 3.785577243217976*^9}, { + 3.785581970842142*^9, 3.785581970947434*^9}, {3.785586409875568*^9, + 3.7855864133319073`*^9}, {3.7906836059484673`*^9, 3.79068362065097*^9}, { + 3.790687785199687*^9, 3.7906877880849457`*^9}, {3.799978698356626*^9, + 3.799978710392528*^9}}, + CellLabel-> + "In[920]:=",ExpressionUUID->"addec5cc-ddd1-4a92-b04c-4587a0e3e468"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"phs0", "=", + RowBox[{"{", + RowBox[{"val022", ",", "val021", ",", "val033"}], "}"}]}]], "Input", + CellChangeTimes->{{3.784013812038069*^9, 3.784013820223927*^9}, { + 3.7840286003834543`*^9, 3.784028601265298*^9}, {3.7855772474175386`*^9, + 3.785577250891135*^9}, {3.790683624439334*^9, 3.79068362624615*^9}, { + 3.799979019575465*^9, 3.799979020124221*^9}}, + CellLabel-> + "In[923]:=",ExpressionUUID->"ac7b4b3d-3241-4604-8072-e0314060c171"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "5.267910803700945`", ",", "5.215232049949177`", ",", + "3.770561975679454`", ",", "4.74403747419551`", ",", + "3.225852733425949`", ",", "4.068272527402376`", ",", + "1.6027431126977347`", ",", "2.4900080354549057`", ",", + "1.259895588278315`", ",", "5.8554159865517015`", ",", + "4.115335204122704`", ",", "2.044012122971948`", ",", + "4.801645125966699`", ",", "2.2244590311454977`", ",", + "4.726059122666181`", ",", "6.311529317575279`", ",", + "0.36181264258431334`", ",", "1.5400394860561573`", ",", + "3.296438473306006`", ",", "3.029347150360937`", ",", + "6.236425788881192`", ",", "4.166254643097977`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "5.656470438250933`", ",", "1.3076240437689273`", ",", + "0.4443178571424086`", ",", "0.910801398057715`", ",", + "3.331899182471555`", ",", "3.7442628638082778`", ",", + "5.610458501658977`", ",", "2.955554502838534`", ",", + "2.2849344772844273`", ",", "1.4117091147582754`", ",", + "0.5460284856454365`", ",", "5.798025065022046`", ",", + "0.856108167039744`", ",", "2.735917867169039`", ",", + "3.9406328221465405`", ",", "4.703642031945399`", ",", + "1.7373402301383494`", ",", "2.349282191012344`", ",", + "3.224785908336344`", ",", "3.0454883940808473`", ",", + "4.652673649692042`", ",", "0.4644948459325557`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "9.33986726884267`", ",", "3.0576223324028176`", ",", "9.53213332002253`", + ",", "4.711899233818521`", ",", "5.557067355791757`", ",", + "6.816207780157144`", ",", "6.240929326878041`", ",", + "4.462376487665957`", ",", "8.836449013116926`", ",", + "6.293613450865135`", ",", "3.6774494548265144`", ",", + "6.842829304725171`", ",", "4.664180672729065`", ",", + "3.945513476486107`", ",", "7.677785815102119`", ",", + "3.750099824138172`", ",", "7.368608724441156`", ",", + "2.8694185257146305`", ",", "5.492517538152463`", ",", + "5.061444194097797`", ",", "3.589240844790485`", ",", + "3.6112888950853352`"}], "}"}]}], "}"}]], "Output", + CellChangeTimes->{ + 3.784013820704461*^9, 3.784013937725151*^9, {3.784014514893268*^9, + 3.784014528954887*^9}, 3.784014833736063*^9, 3.784015374307321*^9, { + 3.7840158949244337`*^9, 3.78401593452876*^9}, 3.7840160056024733`*^9, + 3.784016248132228*^9, 3.784016282447567*^9, 3.784017299616972*^9, + 3.7840221173820887`*^9, 3.7840222642165947`*^9, {3.7840239493055677`*^9, + 3.7840239785087357`*^9}, 3.784024039117828*^9, 3.784024895277699*^9, + 3.784025128122233*^9, 3.784028601566856*^9, 3.78403068233915*^9, + 3.784030986406556*^9, 3.7840317385862913`*^9, 3.784033061164979*^9, + 3.784033148778919*^9, 3.784034749381858*^9, 3.7842722353214912`*^9, + 3.784274912060788*^9, 3.7842750624126387`*^9, 3.784276679404758*^9, + 3.7843805954128103`*^9, 3.78438213778687*^9, 3.784451002040798*^9, + 3.784530397051354*^9, 3.784531929287951*^9, 3.7845323569912367`*^9, + 3.784884959449239*^9, 3.784954013877706*^9, 3.785491044626089*^9, + 3.785577153505562*^9, {3.7855772689716597`*^9, 3.7855772821821327`*^9}, + 3.78557862276574*^9, 3.7855788045468473`*^9, 3.7855789971093693`*^9, { + 3.7855824129876633`*^9, 3.785582420306617*^9}, 3.7855864149597893`*^9, + 3.785651112508834*^9, 3.785664186324984*^9, 3.7856644115223713`*^9, + 3.785677723177349*^9, {3.785677816546982*^9, 3.785677821084219*^9}, + 3.7857505295696983`*^9, 3.787485429647415*^9, 3.787638624754765*^9, { + 3.787640971615828*^9, 3.787640999484199*^9}, 3.790513991225237*^9, + 3.790683626613166*^9, 3.7906838123368607`*^9, 3.790686931556801*^9, + 3.790687963683213*^9, 3.790688687449335*^9, 3.7927381831358013`*^9, + 3.792741309031549*^9, 3.794718450853731*^9, 3.794719764749793*^9, + 3.794722834757299*^9, 3.794739712756219*^9, 3.794799644472069*^9, + 3.795605522293253*^9, 3.796095125887212*^9, 3.796350334822255*^9, + 3.796358044823675*^9, 3.7963641298887672`*^9, 3.7965412117053127`*^9, + 3.797141134772779*^9, 3.797141335908538*^9, 3.797154622545371*^9, + 3.797155034184326*^9, 3.799979012220715*^9, 3.799986717013227*^9}, + CellLabel-> + "Out[923]=",ExpressionUUID->"80f212ea-a8e6-43dd-9cc6-7e86f33abe67"] +}, Open ]], + +Cell[BoxData[ + RowBox[{ + RowBox[{"mysxscase22modeRD0sh", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"mysxscase22modeRD", "[", "index", "]"}], "[", + RowBox[{"[", "j", "]"}], "]"}], "/.", + RowBox[{ + RowBox[{"{", + RowBox[{"xx_", ",", "yy_"}], "}"}], "\[Rule]", + RowBox[{"{", + RowBox[{"xx", ",", + RowBox[{"yy", " ", + RowBox[{"Exp", "[", + RowBox[{ + RowBox[{"-", "I"}], " ", + RowBox[{"phs0", "[", + RowBox[{"[", + RowBox[{"j", ",", "index"}], "]"}], "]"}]}], "]"}]}]}], + "}"}]}]}], ",", + RowBox[{"{", + RowBox[{"index", ",", + RowBox[{"Length", "@", "tag"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"j", ",", + RowBox[{"Length", "@", "modes"}]}], "}"}]}], "]"}]}], ";"}]], "Input", + CellChangeTimes->{{3.784022329124991*^9, 3.7840223823370113`*^9}, { + 3.784022415606349*^9, 3.784022440743187*^9}, {3.784022893948859*^9, + 3.784022943263361*^9}, {3.78402407745934*^9, 3.7840240942167397`*^9}, { + 3.78402447363737*^9, 3.784024481977665*^9}, {3.785577291515561*^9, + 3.785577293500114*^9}, {3.785586427742388*^9, 3.785586428133891*^9}, { + 3.790683633179186*^9, 3.790683635499899*^9}}, + CellLabel-> + "In[924]:=",ExpressionUUID->"02a89714-1644-4274-acab-512087f8e244"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"ListLinePlot", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"Arg0DStructs", "@", + RowBox[{"mysxscase22modeRD0sh", "[", + RowBox[{"[", + RowBox[{"1", ",", "1"}], "]"}], "]"}]}], ",", + RowBox[{"Arg0DStructs", "@", + RowBox[{"mysxscase22modeRD0sh", "[", + RowBox[{"[", + RowBox[{"2", ",", "1"}], "]"}], "]"}]}], ",", + RowBox[{"Arg0DStructs", "@", + RowBox[{"mysxscase22modeRD0sh", "[", + RowBox[{"[", + RowBox[{"4", ",", "1"}], "]"}], "]"}]}], ",", + RowBox[{"Arg0DStructs", "@", + RowBox[{"mysxscase22modeRD0sh", "[", + RowBox[{"[", + RowBox[{"7", ",", "1"}], "]"}], "]"}]}]}], "}"}], ",", + RowBox[{"PlotRange", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"0", ",", "100"}], "}"}], ",", "Automatic"}], "}"}]}], ",", + RowBox[{"ImageSize", "\[Rule]", "Large"}], ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"GridLines", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", "tfit", "}"}], ",", + RowBox[{"{", + RowBox[{"2", "\[Pi]"}], "}"}]}], "}"}]}], ",", + RowBox[{"GridLinesStyle", "\[Rule]", + RowBox[{"Directive", "[", + RowBox[{"Orange", ",", "Dashed", ",", " ", "Thick"}], "]"}]}]}], + "]"}]], "Input", + CellChangeTimes->{{3.784024513255226*^9, 3.78402458256153*^9}, { + 3.784024676991809*^9, 3.784024723695135*^9}, {3.784031047475773*^9, + 3.7840310510137653`*^9}, {3.787641011926249*^9, 3.787641012398367*^9}}, + CellLabel-> + "In[925]:=",ExpressionUUID->"eebace13-a0ae-4a58-bbc6-405078bdf309"], + +Cell[BoxData[ + GraphicsBox[{{}, {{{}, {}, + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[0.006944444444444445], + AbsoluteThickness[1.6], LineBox[CompressedData[" +1:eJw92Hdcje//B/BjlCjJzvwcqSQiJTLSS6EiDe0ip73r7CHj2NkZEUmHjMjI +x4qMYyeflBHZR1Z2MoqMX7/H93rf/vF4Pq5z9T6v+32f+7ruq19k2rSYljwe +b1IrHu///6d/mmXh8yQbefifdM5ptnl9rhu1ZK5zPvcstbD9slbMjc6qeX8/ +TzHUY+bBYFfs3w3r9Zlbw8H+l2tDPwNmAyx8dbKb+nhbZiOEZax96ehryGyC +83f0Xc3rjZg7Qb05+s+YzcbMXdDo1MbIsb8JczeM6dEz8vYvsik8BvBmCO53 +ZO6J9IiqsxXFnZh7oyrT5nqXnM7MffFn2DgPC3UXZj7ejp47ryGuK3M/LD3R +uHn+tG7MZijLunG+2Lk7c3941iemZg41ZTaHqc0E/6Z+PZgtoBM2Rr3r1pPZ +Eo9C92b4GPdiHoDE62H3uhr0ZrYC74HjkX9a92EeCK3SIdSzZV9ma2Tk7EtW +tPyHeRB+bOrVzbkln3kwBpatvMNfRLbB8Mf8f+/o92MeggMLtjn4LicPRbCe +/5IVxmbMtkj/pR8qXs+stkX2As9vb037s/FheLtt1Nc725jVw3B7fOTczhbm +bNwOBz3O995YyKy2Q3BGSJfpdhZs3B4PBg8MEJ5kVttDPfhSCx0s2fhwbOlx +9uGhUmb1cLg+5fe46zOAjTvA0Cn87dj7zGoHXBF0HV8eYcXGR6B6zU/B7LfM +6hF4syKgf4BkIBsfiZ6bl45S/mJWj8TyD/66zkus2bgj/Kcd4QebDGLjjsh7 +YHZ/Zg4zbxS8D10ZaztgMBsfhQmHm6KLjzDzRuN7+0heNWzY+GgEfr3pm3iD +mTcGd/4aLZ46fQgbH4OdnQ58jXrLzBsL5+qGW5nKoWx8LM4i7UtIK1s27oSJ +rh7n/CYzq53woCRnTL+1ND4OBksfjzt0j8bHwaW+z6JPfYaxcWdYTw76+jCK +We2MIcemTVPspXHARp1mUP6RGUCNY+P7Ons79nkgzCI97o+SWQts/jPDudtZ +Zt541JkIHcJa2bP547G2aGrTB3dm9XhkZj87+mY1s3Y8ciPvD42oYua54FT5 +2K7hvYez+S54/Tv5pi6KWe2CtCX7o2oKmbUu2NnV18rvKzPPFY+8g0Q9nBzY +fFfIC3IKTZYwq12h1yfyRbsKZq0rZKsLelR1H8HmT0DeqI9xTgJmTIDXixHj +exQwqyfgTs7TKo9PzNoJcA4dUHvGYSSbPxEr8kPmi9KZMRGfTs4sStYyqyei +4uzHxAutHdn8ichLXmiZ6c7Mm4TBjuda/1nBjEkI+KioH1fBrJ4Ecccjd9d0 +GsXmT8KBt4k8h0BmnhuCjZbUS7cwww2aHN63bU+Z1W64MUOy6L3FaDbfDY03 +e+1YmMLMc4e/mZ+z4jgz3LEo9fyMC8337f/mu2Mfv80dF09mrTt+9vuWdzib +meeBG4Nv6ee9ZIYHVPWnrNR2Y9l8DyzY6/ryyFxmrQeU6WM7FF5j5k1GD79/ +hK06O7H5k1HSreX8laHM6skI3vsubbyGWTsZvdcXtBv7gpk3BXe1qrl7LMex ++VOw160xsziOWT0Fuodp7wr3MGunYKI4a1PpK2aeJ/ixv+ZEWziz+Z643qvK +ojaKWe0J2ZbW0sodzFpPmPm3tjtYw8ybipFX93To1Als/lRIFz/n1dszq6fC +eNYqT/8gZu1UuOeHtlw/m5nnhbZj9F7W59N8Lwg+/ChYUE7zvfDHsGBwXSPN +90J1+raKZIvxbL43rOsyRFd9meGNsvJV2kuzmdXe8DFu13r+LmatN/bb1FzY +cp3m+2Dz4mq7vp+Y+T5I7DHOO9DEhf09H5x+eQo7hzILfNDCfP+1uKnMah+M +mvvk5bcEZo0P1sm7lGxazKz1weUTxq6rNMw6H/S+VOTWsYSZ54u63SKz8Cpm +vi8WZ7a7c+QT1fdFbmjPFYJ2rqy+LxbNEkSUWzCrfeGaLmq53oVZ44vH0juP +ciOYtb4IyC5ISVvErPPF8A6O2iUHmHnT8Cz+sXqbjpk/DQmP42238yew+tNw +o3qBoX08s2AaClNcPcbtZVZPQ822hcX1j5g101DercbuhN5EVn8azsqclk4f +wKybBstgvtH8Ccw8P7zycel7NJyZ79ecb3ZCjZwZfii7e/xLzipmgR/Mfnzb +OzqfWe2HmwfG+DecYNb4oWGLbtq361TfDzeGL7H3eEr1/bBVNflo02eq7w// +rJP727aexOr7A0867RZ0ZYY/1u9qWHXXglngjx8H3jl1d2BW+6Nd6sQKuQuz +xh/5Hy0Gpngya/1xwkb2qdiLWeePEc+lNX6jmHkBcDv1wu70TcofgBuXsxe/ +EVP+AChe5DkKBJQ/AE6v55nMjqT8AbhYnZBrkUT5A2AotsqcTddPG4CSp5q2 +HRZS/gB0jHLpZJdJ+QMRDSPXjFyqH4iIjOw1VfuofiBiX588/J6uryAQpmW/ +d+y6RPUD0b7uwPJ7lVQ/EIVv163ye0T1A/Ff0ucVT19R/UCcy9u5dmgd1Q9C +h8PL/33cQPWDMHGxb/bM31Q/CGvz9rg3/aX6QehY/nPrpT9UPwjhuXdXaxup +fhA+OTvJ4j5Q/SAYDFjyZetjqh8Eu6KSbPf/qH4wJg8qf9z7DNUPRgvPMa2S +/6X6wchKnJ+xej/VD8bJopFjLtD1UQdjjkWX8tY0rgnGxi0vvcSHqH4w2h4z +2xx8lOoHI1fV5ojtKaofgrKh+0LXa6l+CEq3ZRYOuUr1Q3B4c9PvM+VUPwQj +1s+73OoO1Q9Bnlmq2eX7VD8E/W36G119QvVD8KzlOVF5DdUPgeuc81u3vqT6 +oUj5MXfUb+oPPxSfZ+T8uERGKCZklBm9eEH1QxHQtmG17BnVD8WjRD+X/6jf +mlDkjM+pEN6j+qHQyzA/1u4W1Q+Fa9dTjaMoDy8MWdoF96XXqH4YZgQeXdh4 +heqHIaHryzE3LlP9MOivaOr3kKwOA39T3YY6+rwmDFYNJyyqS6l+GNonOrmG +0vNA1/z3RNcx/gbVn47oDUs3h3C/v+nY+PhguIyuL6YjvcnKJ57yCKbD//HR +lYYPqP50WF2e3s2Jyz8dd127eDyj+007HbHWFYNfUT900zHiTMGbcfQ84s1A +Zaa96zsa58/AhvMvFY00HzMwv+L9+gX09wUz4LN30palD6n+DFyZ5WW8lev/ +DJyMfXxGy13/GSi8aLnL/C7Vn4FtA+Z9fkP5eOF4Yr+ykzmZHw7h+ara6ttU +PxxGU5J3cfebIBx7T8w5soW7/8LRKzhDsrSK6jf74v6q41RPG47LldYHTKqp +fjiGRRpcS6fvy5sJyy8W35/S9eTPRGb6f12tKC9molPq8G2udD0EM6Evyf9k +SddLPRM7Q1d9LCNrZsJK4qe2puurnYmtp1WL3bnn/0wsGfA90JK7/gLwHkbu +P0HzTQRobGfdMJrrhwBXyz+d2Uj1bQX46172/A33/QRwHHy/zI3sI8D9nSte +aKk/AgECvRx3C8hCAe7cOD7BhuufAO3Mh5+wImcKwHd5034aWSPAz8dZ2E0u +EsCa5zWUzz1fBVg0Rzu4mFwpwKAPlu+iuOedAK/GX0zsTnnqmj/vH1x+hcyL +wKk+06fG0/UwiUDEqjjhNzI/Ao57Us4l6ih/BHLnHZtyhYwIzDrQZKxPzwOf +CCSYdug6gCyIwOTgYxMsycIIrC/fldiSe35EoP7LGquz9PcyI9DG6vNTAVkT +AavSrEPc9ymKgMWr28+Xcf2NQF/dZg8rcmXz/MUVsx9wv7cI/E24pd7D5Y8A +717ijfVc/khci+5wfDvX/0hEf/3d8ibX/0gs2mXi2Jf+vm0kNld+bbOAjEjk +6ge1qif7ROLX6Yl13PcXRCJqwop1F8nCSOz0XLO+I5c/EnYfHrRyI2dGYkjK +yJHRZE0kgvLOL04iF0Xin/zTB6PI2kgEZ4mOe5MrI+G4uqylA1kXieNn1+V2 +JddF4rTr8Qlf6PvwotBbtr9FBdkkCjvHhmzaS+ZHYd2Y/z4s5PofhYI+F3xm +cv2PwiulsN6J7BOF5uV4vBmXPwqP6k+8bs/lj4JoWXB1C7I6Cjtup/r+peuX +GYUG2euSllz/o+DufS7QiFwUhS/8/Fa9yNoolD1d0MOGXBmFgMJjK53JuiiU +jP6+diq5Lgrv8qptfbn80XhraPh7Apc/Gqtv9VBZcPmj4bb2Z1/u/rONxjlN +lNNJrv/RGDbiSskcrv/RGFi/4tYksiAai0tWeHD3jzAaTsM12/TI6mj0uNrh +SSPdb5nRiDpdm/WJe55F41hwzSoduSgaen/7T77Mre/RsL672mwruTIap/+6 +v47j7v9o9HP8etWGu/+jkf1wd2Q9PR94MRj32CzkBNkkBq+7ppvPIfNj0Der +X+EY7vkXgzWm9ln13PMvBv4hD/ZouOdfDGI2uVR4cutVDBrvOnXikYUx6Cg4 +tPMi9/yLwRLZvgm53PMvBtcrrmxdyT3/YvAk5sHb5dzzLwZJac56q8jaGKx9 +6fVnCbkyBhnv9m1LJutiwI/859Y4cl0MDDxeb/xJ6w0vFi6thD3zySaxMJ/0 +2GEstx7FYuhOwwWltF7ZxuJsk0lvDzJi4f3Z6/NZWt98YnHg0Padg8mCWOh2 +mmVtovVYGIubH/+Z1oasjsXP0ylzFtJ6mRmLrR7HW3cka2LxVzK7exGtr0Wx +0A5U/RdG1sZid9eHhYbkyli4nt0x/zitz7pYpHe5OCKAXBcL39C7pS9ofefF +4cavlTtiySZxsJW8nvCU9mv8OIxcu6LOj2wbh8vPN4aU0n4JcTBPjvFyIvvE +4dBpQUkRvQ8I4pD8+9m7vmRhHPbmnBi7qILyx+H7kJCNT2g/lhmHKrHXMxuy +Jg4bGw3cJbRfLIpDuENa4SHav2vjcGuEQ2AN7e8q47AutJu+Abffi4PDtMIO +vcoofxwEjpJDXWi/yYuHbLTq40fab5vEY+MfcYs9tJ/kx+PyOJP+zrTftI1H ++dicrWcuUv54vJj1+rLtBcofj7vz2vruov28IB4HlHuDB5yj/PFYUbzuwVl6 +31DHY4o880zKacofjzanbPcOLaH88XB7Nn5500nKH4/OwcMHXS6m/PHYVzIl +QU3vZ5XxUJ5LNrY8TvnjcVRvtmURvX/UxSNZ+MzonyOUPwHXdwX5KQ5T/gT8 +fTvp2Tl6f+EnoIvFzHV/D1D+BJwYPnLiGHrfQQLChzROldL7kE8C2k0Znrun +gPInoKXhac8buyl/An5Zm/R8spPyJyCmy0le1Q7KnwBFN8Mcm12UPwElTh+0 +NTRelIDJU5MuRGkofwLOlbw+cILeXysTEOXu1f3NFsqfgN1zX33YuInyJ6C3 +YFHNmg2UPxEnTD4eO7yW8ifC8+DFQzWrKX8i7M5UPeizkvIn4samzofCl1H+ +RChPWIfkLKH8iVguv/brGr1vCxJR0hQqfq6m/InIKsnSfzmH8iciv9ONA5Wz +KH8i2u1vW1KooPyJ0Be+j5sjpfyJ+DtFYOcmovyJiJk0R2iXSvkTcch955a3 +iZQ/EaOv/7xcGkf5EzEqwLPv/mjKn4TTC4KNV0ZQ/iRkXO/xOo47j0nC59O3 +B9mGUf4kvAiwVNwLovxJKLKdbe/rT/mTcDZWvT3Lh/In4WT7QXq7PSl/EkK9 +hgWsdqf8SbD9XiqPpvOgzCS0Slx12wuUPwn5F276+Y6l/ElQ2cRHL3ek/EmI +tex0t4UD5U+CZpf9m2PDKH8SrhmuT8odQvmT8K3Huh+Fgyh/Mq4ZC2aftqL8 +yejVUbMujc6r+Mlw6POrcKs55U9Gfmu7wL/9KH8yYnVPd0v+ofzJGC2u9Gzo +TfmT0cLo4I1FPSl/Mi6njSrpZUr5k3HcrdXG3V0pf3LzfujCK8vOlD8ZzzcI +a3NMKH8yWqkco9saU/5k5Bb3eis3pPzJKJn7dusHA8qfjHFhqvUyfcqfDOvc +7fmdW1P+FBgYG84vbUH5U1D15tiS9X/ZeR4/BYl72hvLfzPbpuBv5ZGtIU10 +PpiCHXMyl0z6weyTgv4N1z+Oa6DzwhTkKmTb3L4xC1MwJj9/R9wXOj9MgfuL +WyW7PzNnpmCT9Q2lYR2dJ6Yg1WFS+OaPzEUpWPj7+CbvD8zaFHTvOWGX1Xvm +yubPm5hY93rHrEtB+EajTb3eMtelYPuwBvO+b5h5qfCowHnTWmaTVJxdds6p +9WvKn4qfNSlNj15S/lSU/7upYccLyp8KZ9+3cSHPKX8qrNb+6qZXQ/lT4V2x +Vb5fR/lTcUVTdSvwKeVPRVreLgvDJ5Q/FfPnNn6v4M5TU3H+q2x64UPKn4q1 +6d2X7XhA+VNh/f1Z/5P3KX8q7AJjZ9VVU/5UvL53wNWNXJeKsCsXn5+8R/nT +sOh+cWdXskkaLrXoMfzxXcqfBvPnbtELyLZpmLfy0W0bMtKQO6dV08Mqyp+G +NkVyx+VkQRpaX/recwRZmIau8bZvHt2h/Gm480jonU7OTENs70917cmaNOx8 +fDV17W3Knwar5W2bWpG1aSjalmsZe4vypyF7btb4kpuUPw2/1hfXG5Dr0rBx +Y41VYCXlF0IrEh3ZW8FsIERT9K0ObckmQijftlikuMFsKoT+B82Lb+V0fYTo +0mDptJBsJUS3qzGH+5Bthag5kBV68T9mRyFsed/1JGQIMcZcoxlMdhdi4HFf +v8/X6XoKYVooKLpADhbihkvam+1kgRD9r80cuYYcL4SV8Wb9ZWShEMU2QftW +kJVC7HY+uXEtWS1EbJO34QZyhhAZOdU9V5IzhTDvJ3oqIWcLsas+ZIcbWSOE +i/61K/rkAiHsB5boHy2jfgmRxRO98CcXC7HA7PmaumvUPyEK5uqbrSaXCvG1 +a99h9uRKIXrO53+sKWWuFsIt5uqtXLKu+Xqcbt8zklwrRFL8sSeDyXVCdCq9 +ZNl0lblRiFfifwOuk3kiBHxbkpVLNhDB3f79dgnZRIQ/HvnTfcimItx1GbBq +BJkvglXNs6YBZCsRlj+122NOthWhe5eSNdZkRxFuPvI25uajuX63k1IXsrsI +1yv1DaeQfUQY9HLma87BIoxPWpHCfV4gwia5q5cNOV6EbhHjDnUgC0W43/Sv +QcMV6r8IRx3b3rtKVotw69yL91nkDBH+i3z6PZqcKcLxuW3mOpKzRdj1PS+y +M1kjwoHs06saLlP/RbhzXv7+BblIhJ/3FDsekotFuHKhf3w1WSvCFPPPd+6R +S0X4FufidpdcKcKQfwa+rCRXi1Br2XntZbJOhO28p2OukmtFuIq5L4+R60T4 +NHSW9W5yowi3BX335JB5YhToVeZvJBuI8Wn9p/KtZBMxnIdJHPaRTcUIs7g7 +q4TMF6Puec3w/8hWYrj8SOBx+WzFsM6238zldxRj9ifzzVVkiDHm3aO8K2R3 +MYauMa87QvYRY2SRokZDDhbj0t/7DhlkgRhXK5efF5HjxVjwZJssnCwUY9et +5y+nkpXNef4M2DuOrBaDz7PqOZScIcbbUwsc+pIzxdDlfh5lRM4WoybWvOzn +Jeq/GJKPNkvekwvEWLpk28QX5CIxQrtEJnEuFsP72P7kD2StGCHyyqV/yKVi +RAa85nfl+i9G68531thw/Rej8kLHd65c/8WouKd75s/1X4zqM/1SuPx1zdf3 +0fdT9lz/xXj55P14W67/ErTpaiWy5PovwfoM71s9uP5LIJn9eh+X31SCyedn +POdx/ZdA+q97dAN9fysJNvm+Sa8j20pw0H/QRO76OErQK6JV/VsyJHDt/rgN +dz3cJdgztsH7C9lHgkHLJRru+gRLsC3lvyUduP5L8DH1xz0zrv8SZEU9KI+/ +SP2XQP3gTrs5ZKUEUcp26lyyWoIDt1ocyyJnSKCZsC6oiJzZfH3+XWx8hZwt +wfx5265UkTUSnOy/YYCOXCDB3t9r770iF0kw0txowHtysQRHrBcvqSdrJVhr +9/ZpE7lUgg09A+LbUt5KCXg7h7XoRa6WwNut0XEoWSdB5JmXBa7kWgmMwk7I +Ash1EhS+T/sUQW6U4FT0sm5xZJ4U5iPuxkeTDaT4NHpqVSjZpNmHXzzzJJtK +0fOAd40TmS9FfNjcsmFc/6XY/Hdd9GCu/1JM0R2ca8v1X4qyPRcXOHP9l8LZ +RDc/hOu/FBs+WAydw/Vfii844lXA9V+KM4H5favJAil+/0i50ZbrvxRObbfU +jOZ+/1L07e0qSeB+/1J4btU6beB+/1L4BZXnneJ+/1KMOTzV5hH3+2/O0+Lp +wUbu9y/Fyr5Tajtwz38pVGXSzH7kAinE8yMlNuQiKTb6r9ttTy6W4s+6YTeH +k7VSWD3JamlHLpViYeE3N25+pRRHwjsMGEiulqLOIzfWiqyTImLIq3zu87VS +tBuZWj2aXCeF2zyrOh9yoxSJvr3WpJF5MpSP+tOOW/8MZPBc6XHqLNlEhuVb +9y15QzaVwfRJ67RO3Povw309+z4jufVfhpFH7noFcuu/DGUXo3+lceu/DKos +vxGLufVfhpAdftPyuPVfhgzfQyFF3PovgwUsO17k1n8ZupzrpLnHrf8y2Lb7 +0+Yjt/7LkF97drIe7X+EMuybUPe7F1kpw4MjT5bbktUyfMk+lDeenCHDgtun +t3uRM2UYXHPsQxA5W4YRJx9WhZM1MljPmBwZQy6QYcrvPj9SyEUyZOfnaWeR +i2XoNDd1zCqyVgZ7K7O2u8mlMphP/lp2iVwpQ58Pz8bVcvs/GXy+LlpmTPtD +nQxFz22WO5BrZej5Zn9AGLlOhv5eqavnkhub+5UbK9pG5smxvJ93egnZQI6g +2wu73SWbyJG4/b+gT2RTORr68UUGtJ/lyyGQTJlhRraSY8TV1NNOZFs5nA8W +7w4lO8pxM4q3T0mGHBusz9duJLvLYfLNZxK3f/aRIze34N8KcrAcwVNjh9WS +BXI4fQy1/k2Ol0Pax7zQmNv/yxH32Du9D7f/lyNWb3WbQdz+Xw7e/CarUdz+ +Xw63D0FVHtz+X45NhbOvhXP7fznaZDSNV3H7fzkC388o38zt/+VwNf9mqyUX +ydErvcuCd+RiOWbO1vn3pPcdrRx/5lW+n0wulUPWNzI1nVwpxwtn5877yNVy +zHHePLmKrGu+fjuXTWoi18qx2VDrxr1/1clRcfpqwmhyY/PnkWvtR+Yp4Gm0 +SxFPNlBAHHp+XjrZRIGRsw0WriKbKhC/bNH+PO79T4HZY243/Mu9/yngE7jb +rJR7/1OgnUVGwVOyowJucwdf+UGGAq/ufFjYjd4v3RX4VBi/w4Hso0BPXVhC +KDlYgW4B8XpzyQIFjHp7Ls0nxyuwY8f07WVkoQKHC/d9ricrFVi4o9/PXvR+ +q26u/8LIbCI5Q4GD2lElKeRMBbbcbGWURc5WoH1A55mnyBoFakd87vaYXKDA +4pztl3+RixR4vPRMnSm9bxcrINl96NswslaBvT+VVu7kUgUebDEeOp1c2fz3 +/fMqUsnVCvDnP3upJusUiI2r9VhPrlWgoHd6yW5ynQJ7Viy7W0JuVKDvmf3G +t7n3fyVsZ1kefE82UEKjqLzNnReYKBExabJ4ANlUiduT209zJ/OVkA65MySJ +bKVEi4OecWvItkrEiLvvOUp2VMLuuXfsAzKUWH59Sz8enV+4KzF73J4wC7KP +Eq/0fE0mk4OVaPV5y89kskCJVfOm915Njm/+/OhbnQ+QhUrUvNoZco2sVKKh +vtWE52S1EgETn6l+kDOUyFt3NsaIzlcyleAd7u3cm5ytxP1P32cMJGuUaL84 +7JQ9uUAJ3UJljhN3XqPEfuG6MjdysRL9z3a56ced3yjxqbd+TBS5VInzaQl8 +JblSibgK49HrydVKrO01ze0YWadEwrm//Cfk2ua8g/VKjej8qE6JpbVjs0Bu +VEJw/0c3GZmnwqyNq/4UkA1UeB6QdP0+2USFZLP8SD06vzJVYerSGV7WZL4K +4+eXNbiRrVQ49CjxVDjZVoUSky0308iOKtS7mFnNIUOFpZcy2i4ju6vw1Cn4 +XhZ3ntZc3z7/+C5ysAp2k65PPMWdr6lwanRB8h1yvApHz9r5feXO25rzZe2J +7EHndUoV3A+NkruQ1So8SHrdKY2c0fz90z21OeRMFWIPt2h5hZytQnTWr0Id +WaOCYr18oj6dHxao8Hfq9M0DyEUq5L36pphALm7O1za88wyyVoVbA7d2EZNL +VbjhtVS6iFypglXTj+lZ5GoVvnRcYLibrFOhNCL8xAlyrar5edxeep1cp8K3 +yTNH15AbVVid/Cb/F3f+OQvjArbq9aLzUYNZWNFaM82JbDIL38w9B0aRTWch +sDp9/woyfxa8cwJ2HCNbzYJt5a3EV83+P6eKsFc= + "]]}, + {RGBColor[0.880722, 0.611041, 0.142051], PointSize[0.006944444444444445], + AbsoluteThickness[1.6], LineBox[CompressedData[" +1:eJw92Xk8Vdv/P/CjUZ8kzRodlCQVaZDIi4QGdYiMccwzZ3ZO42mSolISTbej +Ac3nqhuiHKXSLFHqNmggTdJN0ujr9/jt977/3Mfzsc7a7/1ay957rZVhSKJH +eBcOh+PclcP5f/+n/1Tind8qdnLw/1Vvb5bevmhg7y6MW+x/JIfODd/YlXG7 +/Y2aZ1tu9OrOmIP+B15XLtzRg3E3rB/8kPeVq81YGwa1PdJK/+nFWAfX19Yg +h9ebsR6cNuyelfNZh3F/9K37J6gkW5fxQJzLEZi1GekxHgy9yB/Wmb/I+nBx +Cqi0fNSP8TCUT3YadaGoP+MReP20KGrM3gGMR2HYrCm3fJQDGXOxQCsrwjlq +EGNDROdvWPHMYzBjI+wx+ZjRD0MYG2Nvy6bU25P0GY+G/gQnz5+GQxmPwRhV +XsaqwcMYm2BQwN150/oMZzwWzSFezlo9RjA2RZTVPv5lzkjG47Du9oVd0b/J +ZojvWTLw/c9RjMfjjdaw4c6/DBibw1qV8tN2NZfxBDg5l3+y1zJkPBG276b5 +jV5PnoRZXjvsn/c0YmwBpwKb4LA0xkoLPHnaqpPfz5hpt8Sd7+1BB7IYKy3R +LC85PGvUaKZ9MlJjh22UHWGsnAzNud7XLCeMYdqtcFIlne31D2OlFfrkr/ly +yc6EaZ8CJ7/JGYFXGSun4I753JJ+i8Yy7VMhVE8ovvOQsXIqrl1y9NvON2Xa +p+HirTWWgW8ZK6ehfnZQGETjmPbpiNDOdXT5yVg5HVt2++WtX2/GtFvDw+iY +Qkd3PNNujZyK9iFfsxhzZmC9WLHC28icaZ8B2Te7uW4nGXNsUHUw98pH6wlM +uw0Cs18vdL3CmDMT/tG7zP08JjLtM7HBd9rJAfWMObZA4eE2n4RJTLstLnxV +nuv2mzHHDka2wePa5lgw7Xbg3DF3Fm5hzJmFC0tGVz+pofZZuD7m/lajEZZM +uz1MWp20JoYyVtpDx8N2ZPNRagf2P5vT37uFMQD+8vWa0GmTmd8D/Q+PMhm8 +grEG2OuY7CgvZ8xxgFSFBXt7WDH9HTDQMVG+az5jpQOWTefOT05nrHGAvfGf +sWm1jDmOWF/t9uzWsClMf0ccedBxM57PWOmI+m0j+27PZaxxRFjA6lu8j4w5 +s5GQcc2lZMpUpv9s7LkT//7uCsbK2bDIPlS68gpjzWzs9237ckh3GtPfCWM2 +hbUO9GEMJ9TwTnbdncNY6QQ3X5fG/94x1jhBl5MgbbCazvSfg6XfuTtmrGCM +Oah6s1F5+TJj5Ry4Tvb4FfE/a6b/HIwtOnxzKI8xxxmcn7U5r3cyhjN++LqN +fFnHWOmMQkPdPzNHzGD6O2NcudfwsUGMOS7YNmx48fMcxnBBF52LP3JfM1a6 +4EKmc0n5WBumvwuMD5+IlMcy5rjiyYtjOYPVjOGKAf3e7W36yljpiu1bjbpO +sZvJ9HdFn8Jj2WbJjDlzYbr6qe+bKsaYC4tkxaLZI22Z/nNxboV15oMYxpq5 +cDm1f3uPYsaceWh4uE5rZE87pv88mJhcfx7uyVg5Dz32ralyVjHWzENuulfJ +/HeMOfPRNDVtu+XkWUz/+eC/eeDSmMRYOR+9nlSMX1bCWDMfroMH+pv8ZsxZ +gJWRfythZ8/0X4D9Fy5/Nl/BWLkAaXF7Ni45z1izAPm6zcpx7Yw5bjgaYK/f +aziY/m5YOOq5G2wYK91wwPA52n0Za9ww2eY6Z9kyxpyFaMzfsXnUPuq/EN0j +M9YtKqP+CzGmV7f9q15T/4U46N84U0fHgem/CGnzk3OHTGOMRXi5d/95hxDG +ykXIbx6J1G2MNYvwKzDbPbmU+vOwyE0xr/YNYy4Pw8YYZ+7Rc2Sux4Or2vfr +tmmM+Ty0ZjeVPvJlrORhfsSL6jvLGKt4WJbOi7y/m7GGh7Pd0hUuhYzreZju +LZ+05j5jjjtOumatvdXMmOuOn6V7x8b3ms3Ud4fugKWZOcaM+e4QJIxOyLNj +rHRHu19Acbk3Y5U7tve0q3MQMda441tEl/jMLYzr3RE1Qdg18Bhjjgc2Gc+3 +2nedMdcDY98d8Oj4QPU9IJliXxM+xImp74GpBl5Wg90YKz1w/H7tHnU6Y5UH +Plc5ubQ/YqzxwEH7p1ulQ+cw9T0Q8WLsodPzGHMWg6NfHyYQMuYuRv3OZXdz +tzPGYvRZp/h97SRj/mLseW5mNesaY+VijPhn0vcnzxirFmOOcZrH6K+MNYvx +S5IVGvY/Z6b+YtReTXGsGsWY44lfMU+rNk5mzPXE8gc6e/bNYQxP8Ay9jg/w +Ycz3REqs1LEhmrHSE96KD+e+L2Os8gTfWPsSN5WxxhMRK6YKf+6m+p74UdKx +5FIu1fdC93N1X7NOU30vpGrvsm49RfW9YOXw/K/pW6m+F7YfzRna3p/qe+FH +ac7KMzcpvxeaFpzJ3aWh/F7Yy4k1ra+g8feC4NvZ+vA7NP5LYLyuMMTkMY3/ +EmQePbbhcyON/xKkJazSsmql8V+Cxu6TSjK1qP4SvGj6s++FLuVfgmbbO2/f +D6f8S1CoaORuNaX8SxD0dP3yA1MovzdGHDJc/sme8nvjk7BoF+ZRfm8cqDQo +d1hM+b2h3jHn3/V+VN8bCufpo0VBVN8bo3r9XTAzmOp7Y2thZs9ngVTfG2Xr +dBMXe1N9H3xZsE9rFtXj+mDa24HLus2g+j5wrLNNMBlL9X0w7oh0apQ+1ffB +qr4dvKNsfh+E6QZYVvei+j7gz/427aM21fdBh4NV20f6e+T4YkXA5+Sv1J/r +i99vxEKfgVTfF4ZGzdcyhlH9zt+vDjzrYEj1feHicvGwHo2vyhcbRnx8VzqR +6vti6s3Kn9pTqb4vznT82lViQ/X90DUq9epudvz9sPIE/0T4bKrvhwGLBt98 +Ts8D3w8NG2ru33Km+n4Y/nr1Xxyyyg+eU3TKEqm/prM96ezG2XT9ej/w7S1z +Gml8Of5Y9hev/ZcV1fdH9eXvLx3o/uGPkkfDI/zGUX1/9GjmSc6Mofr+SH2U +/jvRmOr74+gQb/09RlTfH17xHTwtaq/3xzDDrXsTR1P9AMzoMSDvmAnVD4DO +0on75FQPAYhNdVmSY071A3C/b1ld8ySqH4BzQ2XyiXT/qgCs3rHedfI0qh+A +r4t0/autqX4ALK0R9JEd/6XIXTf9epQt1V+KEXzFTEs7qr8U+avCHW3J/KXY +2K9xXir9XrkUsPxqOmkm1V+Kkm0xq+bR+GqWIiUjKUJvOtVfisM/vrpfZJ+/ +QLx1dp+Qwb7/AlG4qiSzwoLqB6J1T/k7GeXlB8L/+/o152l+lIFIOlmWsYWs +CoRO8uPIF+zfXyCaHLm+KupfH4hIqzdeBXR9ThD+8wk36LCk+kGY8eZsawKN +J4IAi9P/vKP75QfBwERvQQCNrzIItnMfqU5TPlUQnOdNd7hP460JglPanO0l +NB71QeiZ32VPEDv+fFhd/PLgPFmPj46C8hG3yFw+boSd6ppJtuBj54d2rRFk +8PE2fmloLF2fx8eH25XeGVSfz8f77Nvv8+n+BHw8zkvPuszePx/na3QtP9Lz +mc5H5uWiBB5ZxUdN1+UjrchqPiq5ww52I2v4aPA7Mm4IuYqPuKFv7gSxzzsf +z/Wz7erILXyItuS1yag+Jxij+wW8saT70wtGwuXjA3+RucEYupaXcZXyWATD +4OKuvmvZ92MwIrm+eoY0HrxglMnf6uwh84PxIjEkpYksCMZUp0Db3vT3qgyG +mTL5QS9yejDMfz1wZX+vCkaVz9Hhp8jqYOg86/pfCFkTjIMPPQt0yVXBcKgQ +LC5m5zsY/VObEENuCcZxC8/epuz7JwQNBant7ZRPLwQt4+vET8ncEJS/vuFY +x+YPwY67F4e/JSMEq1v8juiy8x8CJxfd/i5kfggaw89YppMFIXBMcP73NVkZ +AsOmNgtHuv/0EPBuWz9WsflDELJqRO13Nn8IJOWSVXNovDQhWHupn/lKclUI +WptaT+8j14dAwW3LPERuCYHBLLFPJpkTikPbtXvLyXqhWLSr14LFZG4ozCMW +TmbfLxahmCq6OrwvGaFYI7P2bmXnPxSlKeqFz9j5D0W3q7zx7PMkCEXYyL65 +F8nKUGSn3IktYvOHgpMleVDK5g9FcoUi6Q6bPxTdGwbJ2PenJhSOf7r9Gszm +D4V88NNIZzZ/KJ5/mnhKxuYPxY0ivpwdD04YlrrWWV1n84dB73V08ms2fxi0 +P5eXfmbzhyGupiLkLZs/DDOHpTy5R+aFQVGwQ5RH5ofB1HPv8gSyIAzivm9z +J7J//2G407Bp/Wc2fxgK915oK2Pzh8FGx6DwAJs/DJID369vZ/OHoSpl9KEd +7N9/WOf7/uWjveT6MNh+FO/MJbd03p/ntxMn2fdfOA7sSb3FPl964Tg++K7l +Mfb9F46ejdpxOez7LxzNvneL2fchwnHB6dS3ZHb+w7Gv9PwhMTv/4VBoDP74 +svPfef0uCTk27PyHY6j+/hnD2PzhcCq56fyNng9VOKZUDst9QlaHQz0kO6yK +/b6FY8M6bs9aclU4/olqa3/DPv/h4A44VKbF5g/Hz+PWLUPY/BF4fLfQkcvm +j0DPWq+jA9j8EXiw8fbsT3Q9iwiof+atPce+/yLwqvrbCRH7/EdgkdlUEzP2 ++Y/An713vr2i94UgAuGaC4JcsjICDdOM/T3J6REImffgqhlZFYGxKr2kPmR1 +BBYOP/aZfT9rIpBUdEveTq6KwJeuhYt+s9/7CLSoG4b0oP4tEXh5dMJdbTIn +EnN11eYc9v0XiW9f25xfsu//SDT9mhR4jGwRiacnPMp8yIjEwaUVs77Q94QX +iZtm1q3ryPxI8ErdWruRBZH4MH5s9RH6Hikjsatk+V/+7PcvEhzbEy9Gs9+/ +SHiqqwd0Zb9/kfi9b2bBMPb7F4n2QRk/2faqSGR7dH39mtYL9ZE4hWav8+SW +SMi2bUtYz65/oqCrvVXlTNaLwrrr5093J3OjEFs1IO8crUcsonBXff5CErs+ +iYJfslPpdDIvCukVOfP+o/UUv7O/OK84hyyIAs/MpZ8jWRmFa077bapp/ZMe +BdMPBpzFZFUUnh4NH3ib1kvqKNSaGg+bQ9ZEoW1txcVyWl9VRaHyYIm/K7ve +isKVA9nV/9J6rCUK3d88F68gc6IxZXPJkUlkvWhMvLHS6dkEyh+N3NjVeVvJ +FtEo+Lzgji0Z0eh58++iJlof86LxbcnJil3sejka4liXZDeyIBrv2jp29Ccr +o+HuO/KfN+MpfzSKH19Iv05WRWPcJeVANVkdDYPwxAPpZE00VupdMuaTq6LR +LNbUDSLXR4NzNrDjuBnlj8bJ5RsXGpE5Mejy6ekldr2vFwNVQZvx37Sf4sbA +rNfkCbW0/7OIwfGSt5mfaL+AGOjH+M3uQ+bF4PvprGYb2p/wY5B0WvfjGtpv +CGIQl30k5gvtR5QxWGb8e7uAnB6DzftqTvym/YsqBuee61zZQlbHYMPiKdcG +sfubGKS8/1mxjfaDVTGYknC96ReX8scgvvfi8jBySwyeF/8eXW1A+WPxnLey +2yKyXixuj+ldV0/nI9xY1G3b9CyZbBELPedXDTPIiMVy3d7du5B5sVgl7OZR +MJLyx+Kw2LXBnSyIhcUk59RHIyh/LJ6aJ0fNIafHYkz8rM1ZdH6gioVwzIk3 +Gtr/qmMROalYfWMo5Y9FfdVhkxLaj1fFovtxx+z9Qyh/LBxOWXusGUz5Y9Fc +ocqSDaL8cdj1ODV7M+239eLQU32x8fIAyh8Hu5ojN7hkizi4ay81yKbzF8Th +zvl3shFkXhzklmXrVP0ofxwkz/JnDScL4rD6WMKwzXqUPw5+RlWSu30pfxz2 +ClY6Tyer4rAk5XRlHp0PqOOQP9zUaQxZE4cZEcHVI8hVcRhs8fGLObm+8/rJ +hrMK+1D+OPRZHjFyMpkTj3E1jvcydSh/PJ6sCh31tDflj8ewWd38e5At4pFm +eTa3F51fIB7vm6Pe/qbzDV48yh03Z9X3pPzxmJP2w624B+WPh8fm0MvbulP+ +ePyuKiqK70b549FofWa6b1fKH4/KGWdOTu9C+eOx9Mn1Gns6f9LEo2yJaJ0/ +h/LHw+9rL78tHXTeFY+1h2pzH/xh3BKP4IeigdZkTgJm8ctr1b8Z6yUAp8r2 +2pG5CSh+uPbVw1+MLRLg4ls4UUZGArwWjDfoQ+Yl4MWYunPZP+m8LAG/Sgc/ +7k4WJODUjZSxPj/o/DIBob0CHuz4zjg9AZpFR1dcaKfzvAR4z3h47d03xuoE +eLptfa9L1iRg4+bS/CltjKsS8Gyifnd/Ov+sT0BSqMG9lXR+15IAu+FfR2/7 +QvkTYXYicX/mf5Q/EbtfFBUkf6b8iRCsX1sU1kL5E3Fp2M4J1p8ofyKmr1h4 +rk8z5U+E0YdwrdYPlD8Rlu+tnb6/p/yJeGk4t8KUrEzE02h3u83vKH8i/nYz +jjMkqxJhPyC8+OVbyp+IkTnPZl0laxIRYVpSW0KuSsT9LpukanJ9Io5tjG5N +J7ck4vqmX8ULyRwBZM31h140MdYW4IVTVoQLWU8A71v1pevfMNYXwPm+Wu8w +nY9yBXh9MEH6dwNjUwE+GAjtX7ym8RKgYtXNvT9eMbYWwPFZ4JaxZAigdeBL +UMxLxq4CmPjJg8tf0HgKcGJkntVYso8A5pf/a8iop/EVwC78e0PHc8ZRAsR8 +mjYkkiwQQPnwT/0NOh+XC/Dfifmxk8lKAf4UT7+a/5RxSqf7e2TPIKcLkDne +8sLHJ4yzBRgwdd2nRrJKgCD7pJn15PzO+5N82/OerBag94y/L7SRiwRodjSQ +stfTCPB2QKHuRXKlAHvGbBQuJVcJsKUisP+NfxnXCeB+b5BIh1zfOV7ukmdT +6Py6SQCOdk8z70c03wJ0y/10ZEMd43YB2m2Ch99+SPMvxPEhfq2TydpC3Hiz +6+3ZBzT/QrQkXlTPJ+sLoaXTo6K5luZfiIYCQWoW2VQIu2DR1NlkCyH43FST +LzU0/0Isb9nQ5wQZQuhGmDSKya5CrOuRlbqIzBNi9tVeBSD7CFFjUfbSicwX +wnrE3ENe5KjO6918lBBNFgiRuqC3QkqWCxHVVuGTSFYKcfknL34hOUWIHTs/ +De5DThfCcUdG3tH7NP9C9Hq1vMGErBKitqy2T1o1zb8Qc27azHl9j+ZfiLm2 +PwLsyEWdPpP36kgVzb8Q+d2K95mRKzvH+6D7n/t3af6FSJryi3eYXCdER5G8 +Wxa5XogTRW9lOeQmIZJH8e0byS1CDPHtcvczuV2INt+Frz6ROSJ4aYVGPyRr +i3CW8+ZsHllPhPiF7rqRZH0Rvm4VuHPJXBE8919695z+PcVUBHlDapiabCHC +JWPzbVlk687+glSrTDJEuK8+cOAQ2VWEfn8KTheTeSKkKLdnvyb7iHC49ZJ2 +M5kvgsl13o835CgRbJtkZ++RBSK42T1xOkWWd7bPbC5YS1aKUO6ZcWcxOUUE +l6z5C0eT00UYlsp9/OU2zb8IYbzSkdfJKhG61VpmppHzRbh7xmPMHLJahLgu +lmlfbtH8i3Bui8Oa/WSNCO3pfQRu5MrO9r6+W/TIVSIENwSlfKF/36oTYVza +gFt/yPUi7GzJSLGi3zd15vVp2bGZ3CKCg0W661dyuwjJQ/19+HR/HDFszvTN +LSRri2G/1nvDO7KeGE4rtGw/kfXFCJg52fgKmSvGH5PovyVkUzFS9Spt+pAt +xHj2NaNbDtW3FuO8zaYzbD6IUfJs9bZLlMdVjNKBwrvTyDwxqqLWbJpwg+Zf +jAnpB7YakflirLXxPDqCHCVGYd25p/3JAjHejrznxSHLO/Mctc9tuE7zL8aW +qz5fK8kpYoze9vxpATldjMzkK2NOkLPFWBgrf3uerBIjvaysqp6cL0Z+hNke +9n7UYgg3rr8WQi4Sw301Fh8ja8S4d+x98ltypRgn8zU5PpS/Soy2vXHjV7Hz +L0bz/Ynum9n5F2P98v2nWDeJIb96bsBGcosYuyLy77BuF2POsd7G28kcCdxe +Xh94nKwtwZjuA05Xk/UkGDXKWVeL5ktfgp3y5JoJZK4EUTqNE3hkUwlGNsU6 +h5AtJJhw5uXsYHb+O/3gX88F7PxLcGB1/HxzsqsEpXrPXvYk8ySI/Hea/ye6 +Hx8JXGtrbz8l8yXY1rol+Dk5SoLqHjWFbWRB5/22BZ8wouvJJajT/qETSFZK +MNuoW/MhckrneNTtq/tATpdgx+WXq63Y51+CQzFezezfu0oC7bHm99Ts8y9B +4+zacW/Z51+CN2btWob0PimSYLLdlG4BZI0EN3ctwhpypQSFlYfnXiJXSZAb +5HGqC/v+l0BUpvVjFvv+l2DuqowhEvb9L0FCtamOin3/SzBIx8ztEvv+l+Bw +oHHrv+z7X4qhmcMPst8DbSnwJesEh75HelJs+t/XwAFkfSnqf266y36vuFJM +nrmpmzPZVIrhaTm3o8kWUmgZHuNnkK2lmNJgtqqcDCl+zRsx6D+yqxS3dy4Y +bUzfS54UG0+q2heTfaQIirM8uIHMl8K2qveR8+QoKXZPcl/ZRhZI4WHXkWlL +32e5FEf1XhltIyul+L2s2rWZnCJFsu91tTd939OlWNEebnGN/f5L8XdFNGcq +rQ9UUnh6dhTuJud3jsesi0YdZLUUZRmPN9rReqioczxPHbsZQtZIkdL9+MkE +cqUUgUa+2WHkKik+PJF3mU+uk2LEc4sEM3K9FI4T1ujpkJukUF+0X9lO9Vuk +eKz1NqmN3C7FuuODMv9Hv+fIkFTyRDSNrC2DsujVYzlZTwb9s2mRd8j6MgT0 +rJk+mdaDXBkOj1EU/0U2leH+7FMyXVpPWshwL9ro/gqytQz95fkZjWTIENt3 +y+B5tD51leGv1ofOeWSeDFfeVbh2kH1kOP6n4eZiWt/yZZj7KnRRLjlKhjc2 +68K/kQUyuH/XnedM62O5DJ7l6qZ0slIGm5q6mTXkFBlEtxdq9aH1dboMp8UW +e63J2TJ8bSpo8CKrZDDb5XoznJwvw/KZ+6JjyWoZ+mTVHmRdJEP1LfW8OLJG +BvGtdHMxuVKG+moVdwO5qnP8TkyLOsKu/2W4Wr5FVMuu/2X4UPxBexDtF5pk +sDu/vSKE3NJ5vRN2B0rJ7TJEHp8ay6X9DScJ/jYx/0sjayfhRv2UwN9kvSRI +Nz3miGi/pJ+Eyw8cvjSSuUlYMK231If2W6ZJ+BwRPeES2SIJT//yO2ZA+zXr +zuvr3RoeT0YS3Moyh+STXZNwYYyBeRWZl4TrGxJ035B9knBRXjG3hd3/JeFm +QfVq1lFJ+F/XJaIPZEESMqZmmzSR5Z3tvhfjGsnKJOx36PjMtqck4dPZ5Dvs +9dKTcN7/insHOTsJW/qNPjeY9qOqpM7vh63AhpyfBPseaWUJZHUSXMsi6wrJ +RUkw/KhI16f9rqaz3uV+g7aTK5NwLSlDZxTtj6uSkJZZEFNErktCa4rfwCW0 +v65PgiCs56z35KYkhHmJp8fRfrylc363bvK/S27vvB6MzunS/p0jx93G31rj +yNpyfORt2T+WrCfH+3dPi3uQ9eXQvRLr8YCux5XjyIENyGH3/3L8TNswVEi2 +kEPSUf5hAdlajtr3r69akyHHltr6H1PJrnKEfv/2cjaZJ4eDlY5OMNlHDvus +lUPSyHw5dKIth1aQo+QIUx5K16b7Fcix30V434csl+Ns9839zpKVcuh9TjMc +QucbKZ1e823USnK6HNfDjxo/J2fL8WNIv35T6XxEJYe878u3MnK+HF2e3EIG +WS3HIMPePrvJRXLEnzPZvIqskWNoqaWfM7lSjtIRdqPaqV6VHDedk83/ItfJ +UTHdx9CJXC/HkweGe9soT5McBp+fmpSRWzqvZ2Zw5BC5XY7evdu35LHzr0DV +iq28K+z8K3Bw3cBfbnR9PQUu9074so89/1EgOS9m5XcyVwH/meNsA+j+TRVw +VUz/6yLZQgGbIaEWI+m8yVoBachoeTQZCtxbLSw5THZV4GrN8AmPyDwFvoyK +etxC9lHg+bb/vL+R+QpM3S2I/UyOUuCaQ82+V2SBAg1/m5dXk+UK7N5d8eIy +WalAxSavqGJyigLbMods/4ecroBx84CjbHu2AuO/6xdeIasUMJf+UNeR8xXQ +vj+rhb1ftQLO8XlFOnSeV6TAgPritWZkTWe9q9uPzCVXKvBneotvDLlKAYP2 +LO0t5DoFrB6Vdykg1ysQa6RyrCU3KdDBt1Jo0fliiwIli698nkRuV4DT5KS9 +hMxZhjZDrUlrydrLcD/kQ95Rst4yzLF/4HGDrL8MuqfWTnlF5i5D0Np/AlvJ +psuQvGT38I5O/x/Alzck + "]]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[0.006944444444444445], + AbsoluteThickness[1.6], LineBox[CompressedData[" +1:eJw92XlcjOv7B/BRIRSDJHtEEjFIWtCnRIvSvik1LdO+zNLMhCNDnELIIUJl +bMkeWbKkQcieiOyDOFlyyp4sv36v732NP/J6v+65n+v+PNc8M/fzzNDIVB+B +FofD+dX+5///p39LeoS2lS7ugP9Jbd9nfOPxXU1azM32C7f0/OAZrsP83f6f +aVcLLt3ryMzBi8fdBg/y68ysA/1H/w6Kuq/LrIvnBbu2bud3ZdbDmyfLOqv/ +68bMxa4b2v4Dlukz94KtSvuAt3EPZgM8fbL661k+l9kQe3TT02dZ9mQ2wr2S +J5cvd+3F3B9bQ693NW8gD4SLuniSQNWbeTC2d3W+H7/VgNkYnSbOMx+5uA/z +UGT13/N7pcCQeRgcMCM+y70vswli3vqZ6FoZMQ+HkYWTX9vQfswjsFF7y6pZ +3P7Mprhooe3wnDOAeSTO8v7z2/mJbIbj+gLlwsaBzKNQvKd1XOCzQczm6N5w +vrl//WDm0Zjz1TO+tHYI8xhMr/5r+cJYY2YLlB5zT0x+TR6LobZuS/rGDGUe +h0Ulo12SX5N5sJrjXR4VO+x/VvBw1dq97FMjM2c89CL2NBklmrDx8bj8iNe/ +pomZMwFB/gjsIxrOxifgjbHu5pefmTkTMb3twORJ80aw8Ym4K3japPObmWOJ +niYBq2ZnmrJxS9QZ9ars3mUkG5+EBQY3fzqsYVZMgnJbztyXfczYuBWmL7R9 +/66AWWGFVQeibvoMH8XGJ8P6rPcn/f3Mism4Y3r5Yi9LczZuDd1qv0UBZ5gV +1rAuiA256TSajdvArnLAydQbzAobjAx6tJUXMIaN22L4kZkFus+YFbbYOLsi +syXWgo3b4VNg2t5/m5kVdjD7ddfvzbyxbHwKxIfXXPuiNY6NT8HV1dcv6eUw +c6aiZNTs0I1deWx8Koa9FbSM9WTmTMNay1MPbq2j8Wn4NGh0RUY9jdtjfeuo +Ww6DxrNxezw57rNpSCQzB8g3qg8etJsZQLbBgfVT39PrgccxV8IXjZ/wP6uA +M4nJhU9lzBwHHPma8d7vDHP71XLiQKeahx0msvkOEPQJ3RrnzKxywKm4gUe+ +5jBzHMFze+G7sJYZjujz7MSXz30t2XxHuBQUnfGZy6xyxMECM7+125k50xFT +9aLi0L/MmI7sfwX9Do2ZxOZPh0XkwwW5ImbVdMyaX1Trf5yZ44QPsvWFWm3M +cMKQNR0nF9pbsflOWGqZcGbcUmaVE2RBueGXq5k5M6ClvWa9WH8ymz8D1/cY +vJ7mw6yYgdWc/6ZO3sismgHFze6RUY+ZOTOx6/z1+dVDrdn8mSg29rsZH8us +mAlDbvpKlwPMqpnYm97zY8QnZo4z8icbeO23sWHzndHgLckwUDArnHH6xfn3 +Cy8xq5xx4l5330t6tmy+C3K+yGyv+zDDBYpSE7U0n1nhAonnuX3HnjCrXIBf +sWdXDLNj811xZvG7qb9jmOEK9eexfYbsY1a4wniQ3s7fH5hVrui2y2/FoQlT +2Hw3vI2avm2mjBluWJkb0fHJSWaFGww5v5LW/mJWuWHessTcLIepbP4sFCw/ +4/xqGTNmoShveeONq8yKWZh+90bfudxpbP4sCDa2zN0ewMxxR7f4IreiQma4 +4+KzFaMdXjEr3PFmovvHBAt7Nr/99Sbo9F7KzPGA6yvutqyzzPBAUcNsi7+0 +weZ7IE+nTLJgJLPKA90ba3sNncXMmY2ibz4i3xRmzMa9XK2rWmtp/myUrPoV +bF5G82fDc0jDpVt3ab4nnG1feXT4SvM98f6De8kdQwc23xN1k87E8iczqzyx +s2P1l6pAZo4XBkaXy4alMxt7ocLrwT+F+czwgkI3VC/sJDPfC2M99n1a9ZCO +74VLR/qYB/1kVnrB0ap516vBjqyeF95EWO4LcmRWe+FK7+nLLsYwc7zx14OY +5FE5zMbeaBy5XSfyCDO8sVeZLhn1gJnvjU6OfRUD2q/7/9X3RoFV174XTZmV +3hDOqNI55c6s8sbghPLBJSJmtTdeOa7O4ucxc3xglDJx+L0TzMY+iHsovtrn +ATN80HIxYtXUVma+D8LujdWSGTmx+j4Inlj5pMmKWemDG3/dD73vx6zyQZnt +C7tYMbPaB9sdi4Lq1jBzfLHovvh92AFmY184faxpc73GDF/kXl+04s0bZr4v +EiqvOG/vMoPV98U7LaNLH8yZlb5wywxThc9mVvnC9OrpoDVpzGpfyEPsC78W +MnP8UDRmhdGGq8zGflhwfd+HFa3M8IO2t+m6n2YzWX0/6EyZueJCALPCD9t8 +vB4FLWZWth9vuL/aqoRZ5YcdW3ep8q4xq/2Q8dZpOOc9M8cf18Wmx/S6OrP6 +/rCfeHsMTJnhD675q6BODsx8f0xymVBxdA6zwh/l/a365UqYlf5wuWdiULuS +WeWPpj4OgoM7mNX++HdIp0+Bp5k5AUi7fNik8x2qH4CQvUP8td9R/QB0NK1z +LNN2YfUD0MEuq1vFIGZFAHRfVYe62zIrA9BwLMezIoRZFYAPuT6TA7KY1QH4 +3dCy9GA1MycQJwL4J6+YubL6gYj8WnX/2xJmBCLDOT43oYKZH4i6ng8PPmtg +VgTCvHhVnqO2G6sfCOePFgebBjKrAqHDnVByfyKzOhC7x61MbnVh5gRBPa37 +wvpQZuMg1Pd08lalMiMI2aqUfo8XM/ODoNs0eLnjOmZFEMz25174sYPqB2Hr +tMObfpVR/SB0zBwgsrxA9YPQ682XTOltqh+MlvyZV+c/pfrBmGTtePbGG6of +jO87ulpt+Uj1g3Fy7wuJ9zeqHwztAXdUqs9UPximOg5fQxqofjAm9Jforj5D +9YPRO/vu1h9Lqf4cPNLlLDAJo/pzcDakze6uB9Wfg5c/E+QCN6o/B+qL3fOW +0rhiDvStCg/296P6c3BBe05RPp1P1Rw4Xq2uHxZD9edgY5XlcUsh1Q9Bibfq +tHQ+1Q/Bbf7IlB20PoTg4wGzx0tXU/0QfNPZN+7lRqofAqt9TruXKql+CGya +EpzMSqh+CDyqHVwWH6T6Idhsp9SbSP3hhGK7uDjz5jGqHwqjY1+d75ERCvOG +mcW3j1D9UEQE7pEv2E/1Q6EnNlD30PQ/FG7//u6yjtanCsWLTWY3y1dS/VBs +EHXe4EzvJ85cBNsfvJswj+rPhe+qIamL0qj+XLi5R4R7iqn+XAxZpLwXSVbM +xZ8xNWMm0euVczFypMDXXU715+JsXvcB9guo/lwkvl6ddmwR1Q+DSWvW0Gg6 +38Zh6FXMde26nOqHYe8HO5+UVVQ/DDpLgsUha6l+GMb26mekXE/1w5Dj1LZf +X5M/DIfHHefPz6f6YahSjVlwkcwJx8Ljy4c8pdcbh+Pvxk0W1/KofjjSDEs7 +HPmH6odj0G5el3p6PyjCkThe5lKwguqH44exXVjc31Q/HP9yfZcWLKH64Si7 +26spU5Ofj6obh4JmLmTm8vF2MHQ/0Pky5sNl9JGgZDKPD/4osXQ3GXx0vDby +t/wvZi8+ZoXqFZXT8fh8ZF36oz+D6gn5sAmYNf+7gtbPR8+6e42HaX25fPh+ +vlXoT/1Q8tErIv5F1TLmUj623w+Z/0qTj4+lVRvyt2Ux1/BxLnOk/luymo8l +X7salpOb+egWcTukN5kTgUF1y87/pONzIyA1Hjphneb9EIHIXpZn39P6eBG4 +PkYrwIzev4hA9c+XcgHl84rAF11PpUqTPwIdCrqHedP5EUa03y9uiTOj86eI +QPNZQ54nXf+57fNLp/SqputBGQGnujvd1pBLI7DN9/7KzWRVBMp7GCY/JtdE +oP+O8dLpdDx1BEKKMuMryM0RiJ3lARuqz4kEx6v3zhIyNxJ37xbrc2i9xpEY +33v9bysyLxL36qSnZpIRiTEoesbT9D8Sy6ytNr2n4/EjMaxBPj+DLIxEJSes ++g2tRxGJOYklURM1+SPhEr3CJkKTPxK3bjzzm59O+SOxb9CleZma6zsSe2aW +1ObIKH8kSk/16VIopfyRqDGM9aiiz4fmSDzodsmzE5kTBc9blldTJJQ/CuNc +L8/RIhtH4fOXUN45+rzhRUFV+uJHMRlRuDbw2sO9ZK8oLKivFas0n1dReBsX +M+sBWRgFSW6i51vN51cUpPm5gjfk3CjUOa04eZusjMIw5TCrHeTSKDx9c7c8 +nKxqX49d9xhdck0UVgzbnVMkovxR+H51WAcTcnMUXno6ZWzQfP9EY5XvtDE/ +6PueGw1b28YAL7JxNEL1QicXplD+aJhOEI5uTKb80Zj7ISrXhuzV/vqkUVWb +kyh/NCo25ej0Iguj8aP5942tiZQ/Gl8q6x5OJ+dGY5fdpdrPCZQ/GsZXgn8p +aH5pNPT2NXUKoHqqaFxWNtaYkGuiwdEaMFCbrI4GDm/Rfkvzm6NhflI89i6Z +I0Du1Y+dT5C5AnSsc12cTTYWwDOnbacjmSfA3XE63g20Xghw3a32XxHZS4B5 +O/+784bWzxfgzq8yfS+yUIC2hMBlu+IpvwDNSU23m+IovwCHipoLeWSlACYn +rPLnxVJ+AbSq8nvX0X5CJUB9QqCWO7lGgHMvqipfCCi/AFU5R6zWkJsF2HLO +lu9K5sSgpfrfEZ3J3Bj8KWyIqoqm/DH4OORh9XwyLwZF87fYWZARgxMFg74/ +i6L8Meg+oL7TRjK//fXJfc38ycIYHG2T7uhPVsTg1KymPQ2RlL+9/vUx4/eR +lTHIGL2xm4BcGoNY/S4GXciqGHS8PLkuN4Lyx2C1syq9lU/5Y+BkHy1wJjfH +YFCfY8FZ4ZQ/FraVq7yv0P6PG4ubW9cHDtLsB9vHe8b1zJ9L+WPhIvmaP5qM +WBxVe85Q037PKxZWIy45HiTzY9Gj3m/HKrIwFmWjhi2QkxWx2PnPpdsx5NxY +fHpsciSIrIzFlIbz3VzIpbHIPO3YZqHZX8bC17elQJtcE4s901XicyGUPxaO +8eu/R5KbYzE0/3m/N3Mofxx+3WzWCSFz43A9692iqmDKH4c50tpZE8i8OMyc +nJF8IIjyx4H/IPzRZLJXHFaVd+t8PZDyx0HAudIQThbGYUfk0tJ3AZQ/Docn +LxTEk3Pj8OV99zq1P+WPQ7i9T304uTQOy0csM/pG+21VHKaZls8rI9fE4fWy +/qfzyer2PGs/rN1Kbo7Dwf5OtSfInHh0Pim5ep3MjYeZX8yDG2TjeBxcpxV2 +gMyLR2hlYlIMGfEQtny82eZL+eMxlP/TQUbmxyPpydILz30ofzzOb++kciMr +4vFtlejUaW/KH481pclVdmRlPBrOjXpyw4vyx+Pkz9yRIrIqHtz71fVDyTXx +wPvfxQ89KX887n9sCtlAbo7HrDkPBnuTOQnQW9KB14XMTcDCvXd/np1N+RMw +cd6fF2lkXgImCOzWjiUjAQlfMro20/2QVwIMeAszz5D57eN1Jo/Wk4UJOPvd +rH6+5v4pAVHNPXTDyLkJqDW4Y2xLViag+9vy/R3IpQlo+Nsy5KA75U/Ak7AJ +A+3JNQnAz7GZp2ZR/gSswUmzseTmBDhlaT/aS/dznETMP/P95lQyNxGzhyav +fOdK+RORt3CgrJTMS8TW3v3XKMhIxN/LV67wIHslYs7Lg4U9yPxEGExY01pJ +99vCRCgvhNrFkRXtx1sQdN+AnJuIfbP2ttU4U/729VX1Pr2NXJqIw912tCwi +qxIRttGmbC65JhGqtmudrcjqRIRmR2b8nkn5E+Hml3/pJJmThAvDM5ViMjcJ +R8++Tp9ENk5CoeHDW13JvCQEFHf+0zKD8ieht2PHPc/JXknoslMQdJ3MT8Kp +xC5XisnCJHiui7ONJyuSUNN6sXgQOTcJPyzyfK86Uf4kbBhjdV9OLk3CdKPQ +neZkVRK+/f4R3DCd8ifhqenY2E1kdRJCH9lHu5Kbk7CAY+r62ZHyJyPSN5JX +ROYm441lxnMPsnEyGuw7f+pM5iWj8sHnCz1A+ZPxLepb1GN7yp8Mv9t1d3aQ ++cnAorxNsWRhMkRrNi3kkRXJiBZaXOhAzk3Gdv1yk1fTKH8yet3c3viIXJoM +c6u7fZ6SVcngbnTIuk+uSYZe2dJ5KrI6GbPPVSxdQW5OhnY/nSZrMicFz0eW +XHg0lfKnQOJomLqcbJwC+8SUHD8yLwWciRf0p5CRghE8cxcvslcKNoRwUyRk +fgped/wQsJYsTMHjLZy9m8iKFFiv8krX1MtNgem+I3vjyMoUmCcmSqeTS1Pw +LTth2AiyKgU+Yedqe5JrUjDN/ndER7I6BU6j/3v1dQrlT0H6JO4cNZmTiu1t +8ZxKMjcVrZ0zE/PJxqko8RzmLSPzUmE6eFUgn4xU/L02ozCQ7NV+PKdqxwAy +PxXDLkys9SELU/Gh5Y32TLIiFREBsfctyLmpSLg88mYPsjIVu+s9nn21o/yp +GDpi4/MmsioVZqJJr9rINan4VL5m416yOhU2y8/vW21L+VMRtNGi/yEyRwj7 +MBwqJ+sKsWKG6Pd2MleI4Bpzs1SykRAfTJOcR5KNheCa/tXpkQ2zmRDyuxcP +bibzhNhj289XQrYWIuLPy2FJZAgR3jC3ZRnZRYi3/Sq1KsheQvzqr+PaleoF +CfEpannnGDJfiH6Vz7WryXFCNDzdrhxJ+YVCRL18zltEThei8tlJ98tkhRB/ +moX//SBnCxEwtfapoaYfQhxaPDWhPzlfiIq4Fbs7a/ojxFi37HMvaX6JEEcn +X+xwXNMvIb6b7//wN7lciMxtDv+FafonRB+h7oYZ5GohTM3cH0PTTyG2vum1 +yI9cL8TiHq98NXnUQnRpnjG0ktwoRMi91A26mve7EIl7+DxP8nchfhQhKUvz +/hfhTf/Ph/aSdUU4bGSne1JzPYiQ8+pHTjnZSIS9tis6lmmuDxFc86Z+1thM +hJ1HJw7XHJ8nQh+f4mXFZGsRDPaHPKrTXD8iLOg7sqUPXa8uIkyZtFwRq/k8 +EWHF8a7218hBIti+M7QFfX7x29evVTXqPDlOhKCGTJWz5vNWhE0eL+5cIaeL +YHOpdw97+vxWiPBeuEu0g5wtgvTU7ydfybkiZKRkz7N1oP6L0P2Ew6lksrJ9 +PQeLhavIJe3ny87yVR65VISwO8MXZ5HLRUiMPKCXSFa1n48/h7d6k6tFCFx/ +OHI2uUaEfk+KPA6R60UI72iw5BtZLULAjvwHwfT91ChCQ98q/VPkZhFk9W3+ +fen777sIg48ZnIkmc8SobJ2tX0bWFeO44vmtQfT9yhUjWVKTX0k2EkOutblm +G31fG4thPzHvfBntD8zEUB8d4XON9h88MV4cbtE7SvsbazEetA6d4KTZP4lR +kD3aJpXsIsadhnut7pr9lBhus6OiepGDxHDZ/7XvDzoeXwyHM1EPeTQeJ0bb +3It/HycLxdDR8qiNof1devt6Rx8I0KH9oEIMq85anaXkbDF2O3+vDSPnivGf +TbHyBc3PF+OMq2eUFVkpxu3Ywy93Ub0SMTYJDr+eRy4VY8GNB+ceksvFmPLk +F+8izVeJ8U/tbd1etH+tFsPOc9KuLNrv1oix+dcQp3e0364X45GhS70+7ffV +YnjtmqF+Qm4U47xEL3s23T80i9v3D2FNKeTv7euvCi+PIHMkONvRP0hzv6Er +QZ+ZJn9MyVwJpn/f76qxkQR/+o7JsSYbS7D+wrhh3mQzCX7pm05LIPMkOG4k +ef4X2VoCrQ9VXsvJkODx5f2TNpBdJOAdLtI6QvaSYNv03lEt5CAJhuZMfRBL +9098Cfqt/nftcLrfipNAmOu4cRzdnwkliDczuCak+8d0Cbr2L5rwUXP/KYGl +v9NYBd2/Zkvwcbzl1y90v5vbbsvFfSzp/jlfApPdUYWjNPfnEnzt0hzxkFwi +wQMfE/Mgej5QKoH9m2/BV8nlEsz/WGEcRM8XVBKsdBqe2Y+eR1RLcH2xe4se +Pa+okWCfoqPSkJ5v1EtQonO2vx49/1BLEKDcpX+Z3CjB+b92brWl5yvNEoTp +Xp2VRf4ugejE0YZTZE4argyPS8yl5zm6adh/csUFE3qexE2Dm26m/VZ6HmWU +hqdpWz1+0/Mu4zQohrcqDOh5olka6jM81hXT81VeGor1HMuy6HmudRpmps4P +OZZB/U+Djzzroeb3F5c0lFx0O/qLfs/wSkOMKPh6G/3+EZQGz5t3T58roP6n +IaB2rEUC/d4VlwYL42/2B+n3K2H7ejxTgr7Q74/paTAZnrAuo5b6n4aEV3cG +lqup/2l4tDfUDB+o/2nosqhfw8cf1P809B1+r62606z/WZkGQein6cd6Mpe0 +5xXOOJs7gLk0DTcttomHDGcuT4PX8C2X9oxmVqVhiXRu3oHxzNVp2Dyg9fB5 +K+aaNJTtrw7MGcdcn4bwgoHjxwxmVqfhcV12rKUJc2MafnGtZ0jMmJvTUBi4 +2/2jBfP39jzr7W3OTWTmSPFScnTMfzbMulJ8XL9uxBIwc6WQyRZwUpyZjaTY +zJmwd91sZmMpMkLqBFX+zGZSoKtB4JVQZp4Un8t6NKZEMVtLwU25jZx4ZkhR +GB3e3C2V2UWKtfzt0x9JmL3aj5+x/mWznDlICt2y9xddFjDzpeCXdWx8sZA5 +ToqEeTO/X17ELJRCVHGnV8/FzOlSlJrtmPyOrGh3QXf52iXM2VLUl4aPt89k +zpVifHyXpiFLmfOlON56aqPTMuq/FK1qp9/b/6b+SxFQH10xOJv6L8Vso60J +a5ZT/6XoGzVh2+MV1H8pXn8Mv9i6kvovxcAP9o/f5VD/pRCOFeVVraL+S/Fh +wt73+aup/1JYPTm3R76G+i+F/3rj2qhc6n97vlylvv9a6r8UQ1veukz9h/ov +Q7pN6y3uOuq/DG6Olb1vkbkyFCe8PbNoPfVfhkD3vPM2edR/Gb64cG/02UD9 +l6GXYVtX043UfxnaAv7+k5xP/ZfhaeHo7s83Uf9laPnxxTVsC/VfhjGLlvar +KKD+y9DU4eNfDwqp/zIIMh+G5hVR/2V4bu5YoSbHyTD7jm1iBVkog26ks489 +OV0G6zKXm9l0PIUM96aEpV+getkyRAcNG2NIzpVBZ/SfTgW0vnwZvAy9eXyy +Uoadfg/05pJLZFgnW8lZTC6VoX7O1NHHyeUyGIqz5W/JKhkqatrW9aF61TJk +TLUysyPXyHDH+3FjHLlehgsORtLDZHV7nqzJD0ZQnsb283+lbcctcrMMy/2u +/N5P+b/LcLJ0R3rpVuq/HF/HLdp/Xkn9l2N+iL3N5W3UfzmsL23rtGc79V+O +hVu6vwrYQf2Xg9toscF+J/Vfjp+x5q4baT5PjreZrkrN8azlqJDb9H5Nhhzi +j7eLf5Fd5Bgwb8fPHlTPS47VnT4vMSAHyVG5efEgzev5ciR5jKo8TY6TQ1r4 +WeRKFsrh8Wxd617Kly7H7iRtbgvlV8hh+nTwaUtythxuK5pM19L5ypVD78Ce +6wPJ+XL8Csno8prOr1KO9xX9fr0nl8jx49a0a6b0+lI5LHlfLi8jl8sRXPjW +5wdZJUfRPxcOpVP9ajmWmhs6tpFr5LgQ9LXfElp/vRzNRXm+XMqnliOQ93RZ +Sbv/D7jAbf8= + "]]}, + {RGBColor[0.922526, 0.385626, 0.209179], PointSize[0.006944444444444445], + AbsoluteThickness[1.6], LineBox[CompressedData[" +1:eJw92HlcjN37B/BBERUhSaRBepItEZWWT4pCaZE2LVNNNe2zlH2ZbFmikijr +CD1FKA+KLCNbCNkr22TNluxC+fV7fc9190e93q/Tua/zua+Zc5+ZQeFJ3pEd +eTxeVvuv//9LP+l6L7rnVnbE/6RyqGhoTe81RI252SGzc9aDe6vVmX86JAty ++n/50pmZhy4Htc7PE2owqyFo6flx0vquzBoozjtV9nqWJrMWrgyofPz4vhaz +Di5OGGgyK7g7cy9Yl336PfVND2Zd2By7aB54WodZD1839l54YXVPZn1MzPn7 +5qFvL2YDhJ7Q5m/5pzfzALieGS19+4s8EIXDt5lX1egy89HJKVJ/UFEf5kFI +ayo6+WK5HvNgiK+U7uwQ1pd5CG7bNRlFQp/ZGPojnX1+D+rHPBRB4Wa+h9UN +mE2wedfqR3HvyP8gZX2Pd/3v9Gc2xbR5J8YcODWAeRiCPOs2qxcaMpthwaA9 +VXo5A5mH45tZetGV5UbMI6BhZBunZsNnHonnOabJT4+QR6HHxuWucSMGMY+G +a9/VXjsKyOYweHvcKG7Q4P9Zbo7xTV8Lrm5n5o2B062RxUf0h7DxMShY26Qy +yGHmWWCS5r3fv3sas3ELmPbxF3pkMPPGwlBHr6K79lA2PhbjQmrDxq5j5o1D +bP8H8453NWHj4/Dsl6wyczUzzxI7e3t8OdnlHzZuiU3V+ZtGpjHzxqPhruKf +hs6mbHw8rmr9Dbixipk3ARYRqQebOg9j4xOwW99ksl0aM88KyhpL0fEuZmzc +CjOmL1f6rWbmWWP4Afch/K7D2bg15rl369djLTPPBoslcX+HaI5g4zbYatIg +Ck5n5k3EjKIh3ie0R7LxibCO2nzLMoOZZ4vFBj8339IZxcZt8aQiP23dRmae +HZ5dPfAtTHc0G7dDRcdRT702M/Ps8dg+bdEILXM2bg+1eJvb1u7MPAekq+1Y +4bGBxh3gsHaOR/xNGgeElvNvbNAZA0Z4L1515pgXsxwYsP/YCNVGZiXQ9b5N +uvZdZp4jOv4ZLrbrY8HmO+Lu1oMmSb7MckeU6Qzbv3sLs9IRE8YdaL1Ty8yb +hGeXr3TqbDCWzZ+Eg0ObTK1mM8snod4wa2PcdmblJHzcXBi9+zEzzwnfS/OK +6geOY/OdUNz21kRfwCx3gkfo2rrA3cxKJ1w6veD9nmfMPGc02GhGfR1iyeY7 +o1nPvNotklnujA9hpzUPFjArnVGuey5ft5GZNxnys87Plw0bz+ZPhtUOfp8f +sczyyXB8sdBSXMysnIyZtW7K9x+YeVNQUCTKjh09gc2fgqikoJZXYmb5FGR+ +ufMg5AizcgquK7d2uPmFmeeC04X98sZZWrH5LhCNFkWtn8Msd8H7TZN1a8uY +lS7Y6SwP0m1h5rkiuFRtqJONNZvvinf7N82LWsgsd4WVToBn6ilmpSsWD37t +tqWVmTcVubUX8ovtbdj8qXidXXf94lJm+VRoSyLLXiuZlVNh1VDVv2/HiWz+ +NFQvfdzH34kZ02C+9eLBgyuY5dOQZjm2V79LzMppsBEuK97axZbNn476843L +x0xlxnQYiFqNHq5llk+H+oDmC9nVzMrpeH3/5Uff7nZsvhvuax3JM/Jkhht2 +TY80bMxilrth+eKFO4ruMCvdYJC8+X1wH3s23x3PrdX4rb7McEfjlYYqeS6z +3B1ntos0X9QxK93xZ4mLsXF/BzZ/BrZ7luYjiBkzoBqbNWviDmb5DMRHLC/p +94RZOQPzH88dIO4BNt8DtseGS6tHM8MDc7oGh//jySz3QJq6wc9VYmalBz4l +tSz8lEnzPbHUu0vXhFJmvidO3LTt//cWXc8TR1Mz+hR/ZhZ4Inptfe2c3o7s ++p5I/twqEYxjVnji1cikp9GzmJWe+Gn6996aOcwqT9w52meDcgszzwtjI5qG +q51g5nshry2z8/R6Znhh6EkT/7W/mQVeeDPMrvr4gEmsvhcaPm3PvWjHrPBC +p8vfrh8MYVZ6oWTAs0LRUmaVF15K3/b/vIuZ541yv5H6U5XMfG/4DetzM0nF +DG+kCg+7xbXvM/+r740iUVL1ZD6z3BulriJJFzArvPHVtC37VCiz0hsDbawt +U5Yyq7wxqMehVY67mHkzoWd42MPiLDN/Joy1Mdb/KTNmYtWJ28cq/1L9mcg/ +nfdmCd+Z1Z8JjYuTGnMcmRUzsdygaaZmBLNyJgyGq5U9XMGsmol+wfb3/hQw +83wQPb5oReAVZr4Pmj+f06p7xwwf7H9eMcu3+2RW3wdnXvm7HTRnlvsgKqPV +6JQ3s8IHfS491Q1LZlb6YE7t2MtpOcwqH1RUmX8bfJyZNwsbX38RjLrPzJ+F +kz8UiYe+MWMWhh9UBB/WncLqz8LHXpW/ncYyy2ehuvrwzBVezIpZOPPp7Iv0 +JGblLJjczHVYsp5ZNQsr7/3YuOgAM88XlZvsJhy+wsz3xabLQwrRyAxfnKwP +6RHSxYXV94Vmk0tH63+Y5b5QxeprqLkyK3yht2OZ5F0Ms9IXOks39+++nlnl +i+8nK0YllDLz/MDHJrvG+8x8P6w3XGM0tJUZfphzaFnRriGurL4f0Na28vRU +ZrkfRpeNbvyYyKzwg/qhe0NubmRW+uHTXist42PMKj/Mv2WT9eIeM88f0QVC +/6HfmPn+kBULl2r1nsrq+yOtwyPdqtHMAn/YlnfZlDedWe6PR91+LN8exazw +xzXl2aK/cmalPyYlOI/5tZVZ5Y/PJr09zhxl5gUg5vLwQ8tuMPMDsKbOsMuq +RqofgIYW+SndTtNY/QCUtuzJ2DiQWR6AosKn99ZOZFYEoMrhgaAqkFkZgNN1 +yJQsZlYF4H7p+bTe+5h5gQiY+6PJ/Q4zPxBmQ89nRmpMZ/UD0fTcNsXPkVkQ +iL0fxhV9nMssD8QHO/O5lf8yKwLR/ER9rFkNszIQ/Vpfb838zKxqv17PLOUm +HTdWfzaMzySZpgxn5s/Gk1K9AdrOzJiNCUP1I1oCmQWzYfhhtGqjmFk+Gyv3 +LkoctpJZMRsLVmV0f5/LrJyNtD8r61sOMKtmI+vKnDThGaofhJ0G45Mta6h+ +EN4mvX6Z2ED1g9DxbM2+bp+pfhA6fIyvbe7gzuoHYdu1fkXNOsyKIOQavv9R +PJBZGQTBvujxQjNmVRA0/FNgZ8HMC8bQkEXTlpgz84Ohtdl4yk5NZgTjz6X0 +8PxUqh8MvVG6XRY4UP5gfHrc60P0eMofjK7jBufetaH8wThqv/LFbSfKH4w8 +DZOdyhmUPwSfvt9zyaL7yw/Bng17zlVGUf4QaCuv79eSUf0Q+AkXJ2Mp1Q/B +iOTrD63XUf0QbL+nXvJgM9UPwclOiGjZTfVD0DjLKWRxMdUPReOTnd3tjlP9 +UJxaq7O481mqH4rLqdeeb7lE9UOR5atzdFM11Q+FbkrftgzqnyIUalV/n/Ju +U/1QzNUPC/CjcVUorPmLHmtfo/oCXJuTPvPHOWYdAdYHuJaWHaP1CHDWqXR6 +y7/M5gKI3gapWrbS+gRY4Titek0ms6cAGYaxjpI1tF4BoiqEd7bQ61MswPXw +h+Pnr6D1C6Dn9PDhAhrPFGDJiVEWPVdTHgH6iOy1quj+lgjwTq/fFweqpxSg +YeqhrcNymGsEeOZiP2ISrU8lwJpvBts8dzE3C9DJ1SN98F7KH4bvu9bdXldI ++cMQN+7spgjqDz8MU+r+mK04TPnDwPt4R6utlPKHYdy7AVsD/qP8Ydj6Ks3z +AlkQBqOZh3PfHqH8Yag1LtnQgebLwyA289o9/BDlD4N+S+SDffspf3v9LSt1 +Kwsofxj6hbj8qM+n/GFY/Wb2A2fKVxMGx0O1rY7bKX8YPp7+VdKaR/nb60VO +v5xO+wMvvP358HhZ8xbKHw7nPU9n9KNxfji8mvo9fkM2D4cqxNrClut/OPJC +bvRu3Eb5w/H8Ec+uagflD0fA37tmp2h94nD8W272rYDeD/Jw/DyfVJ2wh/KH +Y5XTYsef1B9FOEbyFPYWXP5w/Mn++EubXo/K9vVnjUpeQa4JR3TcINdNZFU4 +DHuatYDcHA4buaJvNl2PF4E+Q+ub8vZR/giU3mq6HUf1+RFomvDn2hBan3kE +1NTnGD6m9SMC21717XlYQfkj0HJXMOAA5RVEwCo+IfnxTsofgSdRVtYzyPII +pHjszOhAzozAhvOxCd/p/ikiUH161Z2hNF4SAfM658DlZGUEMt7rVfC4/keg +TU2/WxZZFQGNKL+jw2l9zRG45VjmcY3ME+LioumiJMqjI4Tm2GdDutLriy/E +iOGGx7LJ5kL8nTzCXp3uB4ToNn/cbV+ypxCpLxJEqWSBEIUb+jUuI4uFiOtU +sTKYLBfC5NOWtr5c/4X4kLjuVwXVUwihYxwS6UMuEaI84d6vRlqvUgj1N2XB +cnKNELum6MTrc/utEKdDwquPcvmFuPE2Md2Xyx+J7Gl7ctTJOpFYLi3+eIXu +Hz8SoTFNh4rI5pG4Ky/vu4+MSFx70fPrcbJnJEacezStlut/JPRH5o5Uo+uL +I/En1DLViiyPhL9QekFGzozEB1fetCNkRSTUWjC1iVwSiaIbnbYP4vJH4sUh +9QOuXP5IHJ+3rSGcyx+JhuLudhJycyS+muRcTSbzovCkCy8sket/FMrDVzqE +kvlR+K9hf8oUsnkUjEXdP5hxr/8oJBkbaWuTPaPQq/y183taryAKsXszVl3h +8kfB7KPq0r9c/ijUa9ecWMflj8L3jTsOzOfyR+HMWkM/7v6UREHX4rXGXLIy +Cgtv/5y0glwThZHjT0/dQlZFYYG2UUgJ1/8o5Fxudr3O9T8aT9DfhFuvTjRs +/hzN6sblj0ZG47Btxlz+aOwJ7l9pxeWPxhEX55+TufzRuPzI8ep0siAaX2Iq +/KeSxdEweA8He27/i8aLUX7yseTMaHiVJlibkhXRSIGHQ09ySTRGKMQnO3D9 +j8akfctl37n87et/7mLL5VFFQ293x1wVlz8ay1eUzqjl8otwuyZv5mUuvwgG +UbuCuPvDF+Gv/HLNJbK5CE3Pvg07RoYIxj0+F+3i9j8RBngcMOH6IRDBRPO4 +KILrvwiPfBZYTeL6L4JXj7kDTbn+i2DkOfdlf67/IrhH2uUbcf0X4e7aomej +uP6LEKX+cje4/CI8MH6p5sblF+H3wIXnODeLYD4twtuZyx+Dd3nSxAlc/hjs +0utU2YfLHwOt50/79uLyx+DVrjXLunD5Y9Cp+Hm3Vu79H4Mqp/Otn7n3fwy2 +tc0wfMs9/2Lgm9XhewNZHoMZp3MduP0iMwauA3oZXyUrYtDxgdKf219KYrDe +hzeyjKyMgZui1mg7t//HwOF3v7ACbv+Pwe+6tt1buPNPDG471z1OJfNi4VUT +KYsn68TC4eCKBD9u/4uFS+VXOHH7XywWT1aYjeb2v1j8OFZ+24DLH4sJfzQs +1Ln8sch4OsHyI/f8i0V2nMX3Ou75FwuLb4+iL3PPv1h8G7E/4zhZEYv/QhLN +9nLPv1gECtfapHPPv1i86FW1Pp5cE4vVbZZNk8mqWOQlaej1JzfH4svHidlN +9HzlxSE0KdX3HFknDvdL+oVkk/lx6Pm9b0Yk2TwOVWm2R2zIiMPOvoO26JE9 +47A7fO6TX3T+EsQhsWz6nxdkcRyWPhXa3iDL47Dl473Xh8iZcViUe0q0jayI +Q27rodQIckkcytZOHmNKVsZBtrLvg490/qqJwznRieBzZFUc1FOSkxTk5ji4 +Hb4TmUPmxWNontXNPWSdePBMu0bsJfPjMdDm1J8Csnk8tnd9N3QfGfEI2Nyi +mced/+KR+nZ942KyIB4X76VP8iGL4/Fg7fIPRmR5PN52H932is6TmfFYdMBv +42GyIh7JPHvHxeSSeMyrW3TYk6yMx8N9N2+Zkmvice652Ss17vwfjzNL57p3 +JzfHQypNedeDzEvAWB3xgt90PtZJgF7bsb5NZH4Cojtezm4gmycgyMqKd4mM +BAxa3xSxm+yZgOT5AytSyIIE+FhczHEhixNQFxPi0J8sT8DzG1McPtP5OjMB +qePNnl8lKxKw/WWNZj65JAFaxyLup3Cf7xOw6lrbRBdyTQLW1ty3487vqgT0 +fLKpijvfNydAv3DguWoyLxGZOwe6FHPn/0TUJ+pfW0fmJ2LHTQOJiGyeiIx3 +uxMcyUjE6tIaQV+yZyIMs21t39LnX0Ei2s5velZGFrc79qhoEVmeiIfZWyvH +kTMTcSWgsL6BPs8pElHwrj53DbkkERf8HEwsycpETLAf5vlhE+VPhPy8t2UZ +WZWIgK8HtbPJzYkozG4NuptN+ZOgs6TbhRcbKX8SDK7ecHtF5ifBOqWx6i3Z +PAl/jpeu/kJGEtaXPnFuI3smoazznvAudH1BEr7pNDV0I4uTYGRUXaBOlieh +SnXf+zvNz0xCF6Wy7DFZkYTxr+rvV5JLknDh9FfLnWRlEh7V/lDOI9ck4cSI +s1dnkVVJmNUw0jeK3JyEtNWvAmeTeWIcvbyymxFZQ4xSCz9DTe5+iDE4lMdr +yWLWF0NcUHztFZkvRvkn/233yKZi2MUe0LxANhdjgdFKqxKylRghC9wn5ZIh +xpZ/IvcuILuKoVRrNfMje4rh/7IubjTZXwwbH1FIZ7JAjEvf93Z5St8HiMRo +6OXmWEEWi3H1euWGbeR5YmSeXd9dTpaLobmiqyKGvFoMw6P2QwLJme15dwlc +ZpJzxXjYq+i+D1khhmvwiuPc/xe2r+/+f0uCySVidPrcMZb7/3Ix3j/0+WTF +fX8hBn9J1L2u5CoxRvVJFlZnUD/FqOmTor6OXCvG5iJhvhdZJUbWLfcRw8iN +7ddvObFBl9zc3o+eGUN1yD/FSNh59nZvMk+C0qyAaj2yhgQRxU6h3LiOBCue +nnyvQdaX4Pfxcs/fG6j/EuztFDC+mWwqQf7wD5XvyOYSGF4rDmsiW0lQvq91 +61cyJGjxMQ8rJ7tKcPfp1rB7ZE8JBlb0KKsm+0sQoj23+DRZIMGRBy5j9pNF +Epw3Pns1hyyWINRaS5lKnifBhC0XHePJcgk63yw19CevluCjgdsIF3Jm+/2x +TZ9oQ85tnz9pyVpLskICl03OOdx4oQRZzZ06cvNLJBjvEhLvQy6XYOqNpRsD +yUoJvISX1GeSqyQ49Sx9mS25RoIL56cc7U+ulWD+ij2mLeup/xKcld5Re0xu +lCD75g/Ta+RmCfixkW/OkX9KYLrbI7KCzJOiJu/v21KyhhQrr1sV5ZN1pDC4 +ceHiBrK+FKGfik7OJ/Ol6KERezCKbCrFqnS3bF+yuRT+el0sXclWUsQPGnzd +mgwpHG3nvzAju0qhM6JgqxHZU4pDsQsb6tKp/1JMdS8bfZcskKLR4JHuHbJI +ivEewQdvk8VS3BUKpDfJ86To2D1h4yWyXApBd73kMvJqKfJb8ufuJWdKoZUw +eGkWObc9zw3NlGVkhRTTor+J55MLpfjguGZNCrlEihvhTWoycrkU1heqauPJ +Sin2fIkeICdXSeGXUO6bRK6RQry32CyQXCvFOc3JemPIqnYXWhRokBul8Og5 +48tT+r60WYpx0W/GXyH/lCJCrpV/isyT4e79VW+OkTVkiO58fMkhso4MvRuq +8xVkfRliB2TkppH5MmzYGRAcSTaV4enL+UvtyeYy+Hz+b0s/spUMXzsOufV7 +LfVfBu3nmnNekV1lEHbvuO4+2VMGk13nTlwi+8vQ0cQy4QhZIMPLTjOQSxbJ +EGa5Q7iALJYh6r/WwiDyPBnCRVfTHclyGaqWNAtMyatlyDhgeFqbnCmDU7x9 +6wf6PjtXBsnLdWOryAoZ+p+58mIPuVAG532GizLIJTLUDTuxKoVcLsOyNnlI +KFkpQ4+M6v7u5CoZ5j2sFI0n17Rff7PMoDe5VoaSl80nn9D346r2/nW2D9hK +bmxf39ecW9PJzTIszdk+6Hca9V+GzZNfWhwm85Jx9taV8jiyRjJsz1vXm5N1 +kvE079f6P6uo/8n4OinhSjWZnww9e5X7brJpMoy9VWdTyebJcKzydXel61kl +Y6Hp7b3qZCRju++KYR3Irsm4u6TUpjPZMxkFPxx3dCP7J2N3V/VWNbIgGX4n +f9V/oHqiZHzzPn20kixORsWRhrw08rxkGFppNU4my5NxM1WvWqPd/weD4NyI + + "]]}}, { + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[0.006944444444444445], + AbsoluteThickness[1.6]}, + {RGBColor[0.880722, 0.611041, 0.142051], PointSize[0.006944444444444445], + AbsoluteThickness[1.6]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[0.006944444444444445], + AbsoluteThickness[1.6]}, + {RGBColor[0.922526, 0.385626, 0.209179], PointSize[0.006944444444444445], + AbsoluteThickness[1.6]}}, { + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[0.006944444444444445], + AbsoluteThickness[1.6]}, + {RGBColor[0.880722, 0.611041, 0.142051], PointSize[0.006944444444444445], + AbsoluteThickness[1.6]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[0.006944444444444445], + AbsoluteThickness[1.6]}, + {RGBColor[0.922526, 0.385626, 0.209179], PointSize[0.006944444444444445], + AbsoluteThickness[ + 1.6]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}}, { + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[0.006944444444444445], + AbsoluteThickness[1.6]}, + {RGBColor[0.880722, 0.611041, 0.142051], PointSize[0.006944444444444445], + AbsoluteThickness[1.6]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[0.006944444444444445], + AbsoluteThickness[1.6]}, + {RGBColor[0.922526, 0.385626, 0.209179], PointSize[0.006944444444444445], + AbsoluteThickness[ + 1.6]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}}}, {{}, {}}}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->{True, True}, + AxesLabel->{None, None}, + AxesOrigin->{0, 0}, + DisplayFunction->Identity, + Frame->{{True, True}, {True, True}}, + FrameLabel->{{None, None}, {None, None}}, + FrameTicks->{{Automatic, Automatic}, {Automatic, Automatic}}, + GridLines->NCache[{{0}, {2 Pi}}, {{0}, {6.283185307179586}}], + GridLinesStyle->Directive[ + RGBColor[1, 0.5, 0], + Dashing[{Small, Small}], + Thickness[Large]], + ImageSize->Large, + Method->{ + "OptimizePlotMarkers" -> True, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}}, + PlotRange->{{0, 100}, {0, 58.392494256302655`}}, + PlotRangeClipping->True, + PlotRangePadding->{{0, 0}, { + Scaled[0.02], + Scaled[0.05]}}, + Ticks->{Automatic, Automatic}]], "Output", + CellChangeTimes->{{3.7840245244509993`*^9, 3.78402458298173*^9}, { + 3.784024681018528*^9, 3.784024724014717*^9}, 3.784024763657193*^9, + 3.784025128469058*^9, 3.7840286079645*^9, 3.784030682714657*^9, + 3.784030986859168*^9, 3.7840310517035103`*^9, 3.784031738942706*^9, + 3.784033066670073*^9, 3.784034753842865*^9, {3.784272235900868*^9, + 3.7842722630282393`*^9}, 3.7842749124056396`*^9, 3.7842750627494917`*^9, + 3.78427668215551*^9, 3.7843806023755198`*^9, 3.784451016499971*^9, + 3.784530397353044*^9, 3.784531929634606*^9, 3.78453235729887*^9, + 3.784884961499715*^9, 3.7849543519552813`*^9, 3.7854910723540783`*^9, + 3.78557716337705*^9, {3.7855772956804867`*^9, 3.785577315130979*^9}, + 3.785578623318103*^9, 3.78557900539783*^9, {3.785582413631228*^9, + 3.7855824216214457`*^9}, 3.7855868279154243`*^9, 3.7856511175069427`*^9, + 3.7856641873039217`*^9, 3.785664412783832*^9, 3.7874854392390957`*^9, + 3.7876386260384903`*^9, {3.787641005544148*^9, 3.787641012897567*^9}, + 3.790513992227169*^9, 3.790514195952261*^9, 3.790515738629047*^9, + 3.7905172311028357`*^9, 3.790517358478238*^9, 3.7905176112892027`*^9, + 3.7906748015614367`*^9, 3.790676823942395*^9, 3.790677332128187*^9, + 3.7906811050375443`*^9, 3.79068135550065*^9, 3.7906823915587473`*^9, + 3.790683494366438*^9, {3.7906838054275227`*^9, 3.790683813364122*^9}, + 3.790686931796153*^9, 3.79068796393581*^9, 3.7906886876827908`*^9, + 3.792737558455082*^9, 3.792738183632942*^9, 3.792741309549464*^9, + 3.7947184513028927`*^9, 3.794719765229661*^9, 3.794722835331677*^9, + 3.7947397131407022`*^9, 3.794799645272645*^9, 3.795605530868744*^9, + 3.7960951293825417`*^9, 3.796350338363674*^9, 3.7963580452530127`*^9, + 3.796364130485128*^9, 3.7965412130729723`*^9, 3.7971411615061817`*^9, + 3.7971413362534122`*^9, 3.79715462460634*^9, 3.797155034401513*^9, + 3.799979028447476*^9, 3.799986717159333*^9}, + CellLabel-> + "Out[925]=",ExpressionUUID->"cd05c256-492f-4862-85ca-436a5b043270"] +}, Open ]], + +Cell[BoxData[ + RowBox[{"(*", " ", + RowBox[{"Proceed", " ", "with", " ", "the", " ", "fits"}], " ", + "*)"}]], "Input", + CellChangeTimes->{{3.7999790325679007`*^9, 3.7999790558177347`*^9}}, + CellLabel-> + "In[926]:=",ExpressionUUID->"7340534a-6a82-4a91-8c8e-e7d8fb8419be"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"t0ampsdataall", "=", + RowBox[{"Table", "[", "\[IndentingNewLine]", + RowBox[{ + RowBox[{ + RowBox[{"data", "=", + RowBox[{"Select", "[", + RowBox[{ + RowBox[{"mysxscase22modeRD0sh", "[", + RowBox[{"[", + RowBox[{"index", ",", "j"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", "i"}], "&"}]}], + "]"}]}], ";", "\[IndentingNewLine]", + RowBox[{"ansl", "=", + RowBox[{"ansall", "[", + RowBox[{"[", + RowBox[{"index", ",", "j"}], "]"}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"cfit", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"data", ",", "ansl", ",", + RowBox[{"{", + RowBox[{"x0", ",", "x1", ",", "xm0", ",", "xm1"}], "}"}], ",", + "t"}], "]"}]}], ";", "\[IndentingNewLine]", + RowBox[{"amps", "=", + RowBox[{ + RowBox[{"{", + RowBox[{"x0", ",", "x1", ",", "xm0", ",", "xm1"}], "}"}], "/.", + RowBox[{"cfit", "[", "\"\<BestFitParameters\>\"", "]"}]}]}], ";", + "\[IndentingNewLine]", "\[IndentingNewLine]", + RowBox[{"{", + RowBox[{"i", ",", "amps"}], "}"}]}], ",", + RowBox[{"{", + RowBox[{"index", ",", + RowBox[{"Length", "@", "tag"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"j", ",", + RowBox[{"Length", "@", "modes"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"i", ",", "0", ",", "100"}], "}"}]}], "]"}]}], ";"}]], "Input", + CellChangeTimes->{{3.780651215350163*^9, 3.780651313546767*^9}, { + 3.780651366789349*^9, 3.7806514272776327`*^9}, {3.7806515983677473`*^9, + 3.780651598538396*^9}, {3.780651790479979*^9, 3.7806517908408337`*^9}, { + 3.780658216935227*^9, 3.780658305258608*^9}, 3.7806603184820547`*^9, { + 3.780662324798668*^9, 3.780662347922201*^9}, {3.780662574847891*^9, + 3.7806625914564657`*^9}, {3.780808669521875*^9, 3.780808760944168*^9}, { + 3.780808792482709*^9, 3.780808838177062*^9}, {3.780808891406556*^9, + 3.780808902480772*^9}, {3.7808089430189466`*^9, 3.780808946972209*^9}, + 3.780809057392706*^9, {3.780809107939711*^9, 3.780809141367982*^9}, { + 3.781855605567459*^9, 3.781855610847719*^9}, {3.781855754012388*^9, + 3.781855755208273*^9}, {3.781855819643965*^9, 3.7818558224902*^9}, { + 3.783325822874749*^9, 3.783325858130108*^9}, {3.7833271885686903`*^9, + 3.7833271887325287`*^9}, {3.783331448057081*^9, 3.7833314489690647`*^9}, { + 3.7833314827321777`*^9, 3.7833315017241983`*^9}, {3.783331550962682*^9, + 3.783331575836596*^9}, {3.783331606902872*^9, 3.78333160877241*^9}, { + 3.783331658291823*^9, 3.783331664732849*^9}, {3.783331732186399*^9, + 3.783331773697101*^9}, {3.783331866669449*^9, 3.7833318741751347`*^9}, { + 3.783332005549807*^9, 3.7833320416290894`*^9}, {3.783332107820417*^9, + 3.783332121214839*^9}, {3.783332153772459*^9, 3.783332157384798*^9}, { + 3.783332300264325*^9, 3.78333230652602*^9}, {3.78333234928224*^9, + 3.78333235255939*^9}, {3.783332553375717*^9, 3.783332553608099*^9}, { + 3.7840077871681433`*^9, 3.784007839641217*^9}, {3.7840078896502028`*^9, + 3.784007897789222*^9}, 3.784010873133605*^9, {3.784011007367366*^9, + 3.784011011798514*^9}, {3.784016830798374*^9, 3.784016854851472*^9}, { + 3.7840171064244337`*^9, 3.78401710821238*^9}, {3.7840173116629*^9, + 3.784017323286153*^9}, {3.7840221428207006`*^9, 3.784022146414266*^9}, { + 3.78402221725004*^9, 3.784022217504258*^9}, {3.784022278205883*^9, + 3.7840222927818213`*^9}, {3.7840231774379377`*^9, 3.784023205089924*^9}, { + 3.7840232497374353`*^9, 3.7840232524367123`*^9}, 3.784023283244182*^9, { + 3.78402481064734*^9, 3.784024811226666*^9}, {3.784024995905851*^9, + 3.7840249972110357`*^9}, {3.784025090922542*^9, 3.784025093742702*^9}, { + 3.784025136846437*^9, 3.78402517442352*^9}, {3.7840286139906893`*^9, + 3.784028615074128*^9}, {3.784028736387385*^9, 3.784028739286831*^9}, { + 3.784028914775527*^9, 3.784028916774022*^9}, {3.784028955123665*^9, + 3.784028975311419*^9}, {3.7840306785395527`*^9, 3.784030679247593*^9}, { + 3.784033370996297*^9, 3.784033375602744*^9}, {3.7840347579018183`*^9, + 3.784034770020143*^9}, 3.7842749467334948`*^9, {3.785577319304596*^9, + 3.7855773208715277`*^9}, {3.785582429473043*^9, 3.785582434442622*^9}}, + CellLabel-> + "In[927]:=",ExpressionUUID->"bcc6e4f7-6497-452e-9e9b-519570c159d0"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"t0ampsdataalltest", "=", + RowBox[{"Table", "[", "\[IndentingNewLine]", + RowBox[{ + RowBox[{ + RowBox[{"data", "=", + RowBox[{"Select", "[", + RowBox[{ + RowBox[{"mysxscase22modeRD0sh", "[", + RowBox[{"[", + RowBox[{"index", ",", "j"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", "i"}], "&"}]}], + "]"}]}], ";", "\[IndentingNewLine]", + RowBox[{"ansl", "=", + RowBox[{"ansall", "[", + RowBox[{"[", + RowBox[{"index", ",", "j"}], "]"}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"cfit", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"data", ",", "ansl", ",", + RowBox[{"{", + RowBox[{"x0", ",", "xm0", ",", "x1", ",", "xm1"}], "}"}], ",", + "t"}], "]"}]}], ";", "\[IndentingNewLine]", + RowBox[{"cfitn", "=", + RowBox[{"Normal", "@", "cfit"}]}], ";", "\[IndentingNewLine]", + RowBox[{"amps", "=", + RowBox[{ + RowBox[{"{", + RowBox[{"x0", ",", "x1", ",", "xm0", ",", "xm1"}], "}"}], "/.", + RowBox[{"cfit", "[", "\"\<BestFitParameters\>\"", "]"}]}]}], ";", + "\[IndentingNewLine]", "\[IndentingNewLine]", + RowBox[{"{", + RowBox[{"i", ",", "amps", ",", "cfitn"}], "}"}]}], ",", + RowBox[{"{", + RowBox[{"index", ",", + RowBox[{"Length", "@", "tag"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"j", ",", + RowBox[{"Length", "@", "modes"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"i", ",", "tfit", ",", "tfit"}], "}"}]}], "]"}]}], + ";"}]], "Input", + CellChangeTimes->{{3.780651215350163*^9, 3.780651313546767*^9}, { + 3.780651366789349*^9, 3.7806514272776327`*^9}, {3.7806515983677473`*^9, + 3.780651598538396*^9}, {3.780651790479979*^9, 3.7806517908408337`*^9}, { + 3.780658216935227*^9, 3.780658305258608*^9}, 3.7806603184820547`*^9, { + 3.780662324798668*^9, 3.780662347922201*^9}, {3.780662574847891*^9, + 3.7806625914564657`*^9}, {3.780808669521875*^9, 3.780808760944168*^9}, { + 3.780808792482709*^9, 3.780808838177062*^9}, {3.780808891406556*^9, + 3.780808902480772*^9}, {3.7808089430189466`*^9, 3.780808946972209*^9}, + 3.780809057392706*^9, {3.780809107939711*^9, 3.780809141367982*^9}, { + 3.781855605567459*^9, 3.781855610847719*^9}, {3.781855754012388*^9, + 3.781855755208273*^9}, {3.781855819643965*^9, 3.7818558224902*^9}, { + 3.783325822874749*^9, 3.783325858130108*^9}, {3.7833271885686903`*^9, + 3.7833271887325287`*^9}, {3.783331448057081*^9, 3.7833314489690647`*^9}, { + 3.7833314827321777`*^9, 3.7833315017241983`*^9}, {3.783331550962682*^9, + 3.783331575836596*^9}, {3.783331606902872*^9, 3.78333160877241*^9}, { + 3.783331658291823*^9, 3.783331664732849*^9}, {3.783331732186399*^9, + 3.783331773697101*^9}, {3.783331866669449*^9, 3.7833318741751347`*^9}, { + 3.783332005549807*^9, 3.7833320416290894`*^9}, {3.783332107820417*^9, + 3.783332121214839*^9}, {3.783332153772459*^9, 3.783332157384798*^9}, { + 3.783332300264325*^9, 3.78333230652602*^9}, {3.78333234928224*^9, + 3.78333235255939*^9}, {3.783332553375717*^9, 3.783332553608099*^9}, { + 3.7840077871681433`*^9, 3.784007839641217*^9}, {3.7840078896502028`*^9, + 3.784007897789222*^9}, 3.784010873133605*^9, {3.784011007367366*^9, + 3.784011011798514*^9}, {3.784016830798374*^9, 3.784016854851472*^9}, { + 3.7840171064244337`*^9, 3.78401710821238*^9}, {3.7840173116629*^9, + 3.784017323286153*^9}, {3.7840221428207006`*^9, 3.784022146414266*^9}, { + 3.78402221725004*^9, 3.784022217504258*^9}, {3.784022278205883*^9, + 3.7840222927818213`*^9}, {3.7840231774379377`*^9, 3.784023205089924*^9}, { + 3.7840232497374353`*^9, 3.7840232524367123`*^9}, 3.784023283244182*^9, { + 3.78402481064734*^9, 3.784024811226666*^9}, {3.784024995905851*^9, + 3.7840249972110357`*^9}, {3.784025090922542*^9, 3.784025093742702*^9}, { + 3.784025136846437*^9, 3.78402517442352*^9}, {3.7840286139906893`*^9, + 3.784028615074128*^9}, {3.784028736387385*^9, 3.784028739286831*^9}, { + 3.784028914775527*^9, 3.784028916774022*^9}, {3.784028955123665*^9, + 3.784028975311419*^9}, {3.7840306785395527`*^9, 3.784030679247593*^9}, { + 3.784031882249075*^9, 3.784031884275895*^9}, {3.7840331417593822`*^9, + 3.784033143540248*^9}, {3.784033183322991*^9, 3.7840332104594393`*^9}, { + 3.784033272004767*^9, 3.784033278104743*^9}, {3.7840333875231*^9, + 3.7840333879664516`*^9}, {3.78403477375677*^9, 3.7840347765696783`*^9}, { + 3.784530434421341*^9, 3.7845304545884867`*^9}, {3.78453135318512*^9, + 3.784531356616973*^9}, {3.784531437697427*^9, 3.784531438118718*^9}, + 3.784536065304461*^9, {3.785491102864192*^9, 3.785491106271503*^9}, { + 3.785577325754668*^9, 3.785577327432519*^9}, 3.785582437737739*^9, { + 3.785592234282557*^9, 3.785592238283396*^9}}, + CellLabel-> + "In[928]:=",ExpressionUUID->"58d8890e-b628-4b0c-b1f6-9f494bb44289"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{ + RowBox[{"(*", " ", "Amplitudes", " ", "*)"}], "\[IndentingNewLine]", + RowBox[{"amps0", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"Select", "[", + RowBox[{ + RowBox[{"(", + RowBox[{"Abs", "/@", + RowBox[{"(", + RowBox[{"t0ampsdataall", "[", + RowBox[{"[", + RowBox[{"i", ",", "j"}], "]"}], "]"}], ")"}]}], ")"}], ",", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", "tfit"}], "&"}], + ",", "1"}], "]"}], "[", + RowBox[{"[", + RowBox[{"1", ",", "2"}], "]"}], "]"}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Length", "@", "tag"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"j", ",", + RowBox[{"Length", "@", "modes"}]}], "}"}]}], "]"}]}]}]], "Input", + CellChangeTimes->{{3.783333106965568*^9, 3.783333230583198*^9}, { + 3.784025101921546*^9, 3.78402510350347*^9}, {3.784025186166597*^9, + 3.7840251867830343`*^9}, {3.784028987595746*^9, 3.784029015770508*^9}, + 3.78402909372046*^9, 3.784031777018941*^9, 3.7845321562709293`*^9, { + 3.785577347297008*^9, 3.7855773488394957`*^9}, {3.790674967380027*^9, + 3.790674978712844*^9}, {3.790676244575658*^9, 3.790676248511973*^9}, { + 3.794722790487301*^9, 3.794722790927064*^9}, {3.799979065213942*^9, + 3.799979070541789*^9}}, + CellLabel-> + "In[929]:=",ExpressionUUID->"b230cc14-783d-4228-a83f-d49d063fc887"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.8624579965440239`", ",", "1.0465641336593496`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "1.294463337779724`*^-8", ",", "8.283237438870569`*^-9", ",", "0.`", + ",", "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "3.9143175594546145`*^-8", ",", "5.0633557569383584`*^-8", ",", "0.`", + ",", "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.8608248069509087`", ",", "1.0467232921375837`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "2.234362692205104`*^-8", ",", "3.432166421402162`*^-8", ",", "0.`", + ",", "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "3.1223735651875935`*^-8", ",", "2.750318785465896`*^-8", ",", "0.`", + ",", "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.8655595474963159`", ",", "1.0665351664118934`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.03371754273223125`", ",", "0.04716066248747268`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.05013518149899155`", ",", "0.07606002301600247`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.842456446609317`", ",", "1.0243194497269577`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.05974833723632076`", ",", "0.0831051329687482`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.08666366096237366`", ",", "0.12998223460435507`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.7821124373413432`", ",", "0.9068062271274013`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.08190415807616921`", ",", "0.11190458614216044`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.11873268171887323`", ",", "0.1723800779509558`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.7556878132160791`", ",", "0.8594142433640765`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.09103217279128903`", ",", "0.12352348268648217`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.12985456032537732`", ",", "0.18591857549846616`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.7237172834837984`", ",", "0.8164467921453636`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.10259328017303175`", ",", "0.1402872288687212`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.14414266929258251`", ",", "0.20557374930464445`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.6877140971902301`", ",", "0.7514073573580557`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.10729992981433081`", ",", "0.14347768952536483`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.14658502700129067`", ",", "0.19937774945468162`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.6991350561534729`", ",", "0.7787372344271766`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.11079170386925533`", ",", "0.14919254062197285`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.15014374126881744`", ",", "0.2127857719658323`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.6428868513779903`", ",", "0.698689611762083`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.11875466239513682`", ",", "0.15996094010270448`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.15850390624120894`", ",", "0.21891066903781628`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.640442993581577`", ",", "0.6932775740107109`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.11826128481504157`", ",", "0.15907278014940215`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.1585187364137389`", ",", "0.2201315361362653`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.5807459696984816`", ",", "0.605369634976055`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.12139122221321531`", ",", "0.16085829370840687`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.16433362362517911`", ",", "0.21949632473442302`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.541395934474444`", ",", "0.5605261874035343`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.1228300065813154`", ",", "0.1634001278482657`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.15711476566711607`", ",", "0.21130378500928262`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.5364605590985607`", ",", "0.5492213936225033`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.12175009911090995`", ",", "0.1606784059641882`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.15590277637734282`", ",", "0.20751939450649537`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.4667503642271751`", ",", "0.4685866993440947`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.11841530741410725`", ",", "0.157175069338942`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.14762939938762196`", ",", "0.19289175844142628`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.43978554417949034`", ",", "0.44067358498058784`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.11657694251848154`", ",", "0.15520602210895124`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.1426706720984849`", ",", "0.18720197163092947`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.40887253596921586`", ",", "0.4018302037439056`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.11454515751895697`", ",", "0.1503642044778307`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.13715871138306587`", ",", "0.17782899865787832`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.40748384639019575`", ",", "0.39783363002168065`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.11387721627269931`", ",", "0.14943671281680138`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.1365058592347905`", ",", "0.17510730825200516`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.36022898204334175`", ",", "0.3433959327080587`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.10613795515192362`", ",", "0.13830107028521016`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.12550834143164305`", ",", "0.1578835343603046`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.32018804933897943`", ",", "0.30576037256659067`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.09927090040716202`", ",", "0.1302991555300376`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.11512529206314749`", ",", "0.145214746976787`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.2971254340079292`", ",", "0.2799301489789591`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.09445277758528708`", ",", "0.12346908265134354`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.10882890020153246`", ",", "0.13585308947427902`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.27267765997206495`", ",", "0.25518161491048835`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.08943204781513545`", ",", "0.11684029087982215`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.10161492634072831`", ",", "0.12623086609015274`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}]}], "}"}]], "Output", + CellChangeTimes->{3.79068137786371*^9, 3.790682413608758*^9, + 3.790683517366431*^9, 3.790683836951915*^9, 3.790686955724434*^9, + 3.7906879903984623`*^9, 3.7906887106639023`*^9, 3.792737623388558*^9, + 3.792738252778569*^9, 3.792741375797447*^9, 3.794718521830323*^9, + 3.794719830712084*^9, 3.7947229082293863`*^9, 3.794739782227247*^9, + 3.7947997133314857`*^9, 3.795605597788499*^9, 3.796095194560966*^9, + 3.796350405141498*^9, 3.796358116439056*^9, 3.796364202429842*^9, + 3.796541234954921*^9, 3.7971412066672277`*^9, 3.797141357085937*^9, + 3.797154690333159*^9, 3.7971550521376963`*^9, 3.7999790760117617`*^9, + 3.799986735656898*^9}, + CellLabel-> + "Out[929]=",ExpressionUUID->"80663a8e-be50-40b6-ab8b-0f3bede0bdc8"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{ + RowBox[{"{", + RowBox[{ + "a220d", ",", "a221d", ",", "a210d", ",", "a211d", ",", "a330d", ",", + "a331d"}], "}"}], "=", + RowBox[{"{", + RowBox[{ + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{"q", ",", + RowBox[{"amps0", "[", + RowBox[{"[", + RowBox[{"All", ",", "1", ",", "1"}], "]"}], "]"}]}], "}"}], "]"}], + ",", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{"q", ",", + RowBox[{"amps0", "[", + RowBox[{"[", + RowBox[{"All", ",", "1", ",", "2"}], "]"}], "]"}]}], "}"}], "]"}], + ",", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{"q", ",", + RowBox[{"amps0", "[", + RowBox[{"[", + RowBox[{"All", ",", "2", ",", "1"}], "]"}], "]"}]}], "}"}], "]"}], + ",", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{"q", ",", + RowBox[{"amps0", "[", + RowBox[{"[", + RowBox[{"All", ",", "2", ",", "2"}], "]"}], "]"}]}], "}"}], "]"}], + ",", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{"q", ",", + RowBox[{"amps0", "[", + RowBox[{"[", + RowBox[{"All", ",", "3", ",", "1"}], "]"}], "]"}]}], "}"}], "]"}], + ",", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{"q", ",", + RowBox[{"amps0", "[", + RowBox[{"[", + RowBox[{"All", ",", "3", ",", "2"}], "]"}], "]"}]}], "}"}], "]"}]}], + "}"}]}]], "Input", + CellChangeTimes->{{3.784272571897203*^9, 3.784272577438798*^9}, { + 3.784272651671088*^9, 3.7842726710393877`*^9}, {3.784272866383521*^9, + 3.7842728726741467`*^9}, {3.784273265686363*^9, 3.7842732659014177`*^9}, { + 3.7842734815283537`*^9, 3.784273519628274*^9}, {3.7842739571675167`*^9, + 3.784273957379277*^9}, {3.7855773676583843`*^9, 3.785577381246747*^9}, { + 3.785577504936261*^9, 3.78557750982178*^9}, {3.790674994518148*^9, + 3.790675039982389*^9}, {3.790675077013232*^9, 3.79067507817874*^9}, { + 3.79472280129893*^9, 3.794722808010045*^9}}, + CellLabel-> + "In[930]:=",ExpressionUUID->"0a14146b-a4cf-48a8-9c7b-82445aca3c4d"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"1.0000000000219882`", ",", "0.8624579965440239`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.00000000065748`", ",", "0.8608248069509087`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.2499999999563618`", ",", "0.8655595474963159`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.50000000135873`", ",", "0.842456446609317`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.8319999939041451`", ",", "0.7821124373413432`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.000000008168811`", ",", "0.7556878132160791`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"2.316250021748751`", ",", "0.7237172834837984`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"2.499999999443726`", ",", "0.6877140971902301`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"2.507499950534875`", ",", "0.6991350561534729`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"3.0000000003832885`", ",", "0.6428868513779903`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.0000000231065527`", ",", "0.640442993581577`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"3.5000000002660014`", ",", "0.5807459696984816`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.9999994979214204`", ",", "0.541395934474444`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"3.999999999948023`", ",", "0.5364605590985607`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"5.000000001639428`", ",", "0.4667503642271751`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"5.499999996466635`", ",", "0.43978554417949034`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.9999655587359095`", ",", "0.40887253596921586`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"6.000000135581913`", ",", "0.40748384639019575`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"7.00000000009168`", ",", "0.36022898204334175`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"8.267499999941885`", ",", "0.32018804933897943`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.000000002972772`", ",", "0.2971254340079292`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"9.999999991187163`", ",", "0.27267765997206495`"}], "}"}]}], + "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"1.0000000000219882`", ",", "1.0465641336593496`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.00000000065748`", ",", "1.0467232921375837`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.2499999999563618`", ",", "1.0665351664118934`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.50000000135873`", ",", "1.0243194497269577`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.8319999939041451`", ",", "0.9068062271274013`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.000000008168811`", ",", "0.8594142433640765`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"2.316250021748751`", ",", "0.8164467921453636`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"2.499999999443726`", ",", "0.7514073573580557`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"2.507499950534875`", ",", "0.7787372344271766`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"3.0000000003832885`", ",", "0.698689611762083`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"3.0000000231065527`", ",", "0.6932775740107109`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.5000000002660014`", ",", "0.605369634976055`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"3.9999994979214204`", ",", "0.5605261874035343`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.999999999948023`", ",", "0.5492213936225033`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"5.000000001639428`", ",", "0.4685866993440947`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"5.499999996466635`", ",", "0.44067358498058784`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.9999655587359095`", ",", "0.4018302037439056`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"6.000000135581913`", ",", "0.39783363002168065`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"7.00000000009168`", ",", "0.3433959327080587`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"8.267499999941885`", ",", "0.30576037256659067`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.000000002972772`", ",", "0.2799301489789591`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"9.999999991187163`", ",", "0.25518161491048835`"}], "}"}]}], + "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"1.0000000000219882`", ",", "1.294463337779724`*^-8"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.00000000065748`", ",", "2.234362692205104`*^-8"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.2499999999563618`", ",", "0.03371754273223125`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.50000000135873`", ",", "0.05974833723632076`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"1.8319999939041451`", ",", "0.08190415807616921`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"2.000000008168811`", ",", "0.09103217279128903`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.316250021748751`", ",", "0.10259328017303175`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.499999999443726`", ",", "0.10729992981433081`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.507499950534875`", ",", "0.11079170386925533`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.0000000003832885`", ",", "0.11875466239513682`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.0000000231065527`", ",", "0.11826128481504157`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.5000000002660014`", ",", "0.12139122221321531`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.9999994979214204`", ",", "0.1228300065813154`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.999999999948023`", ",", "0.12175009911090995`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.000000001639428`", ",", "0.11841530741410725`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.499999996466635`", ",", "0.11657694251848154`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.9999655587359095`", ",", "0.11454515751895697`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"6.000000135581913`", ",", "0.11387721627269931`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"7.00000000009168`", ",", "0.10613795515192362`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"8.267499999941885`", ",", "0.09927090040716202`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.000000002972772`", ",", "0.09445277758528708`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.999999991187163`", ",", "0.08943204781513545`"}], "}"}]}], + "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"1.0000000000219882`", ",", "8.283237438870569`*^-9"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.00000000065748`", ",", "3.432166421402162`*^-8"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.2499999999563618`", ",", "0.04716066248747268`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.50000000135873`", ",", "0.0831051329687482`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.8319999939041451`", ",", "0.11190458614216044`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"2.000000008168811`", ",", "0.12352348268648217`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.316250021748751`", ",", "0.1402872288687212`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"2.499999999443726`", ",", "0.14347768952536483`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.507499950534875`", ",", "0.14919254062197285`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.0000000003832885`", ",", "0.15996094010270448`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.0000000231065527`", ",", "0.15907278014940215`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.5000000002660014`", ",", "0.16085829370840687`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.9999994979214204`", ",", "0.1634001278482657`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.999999999948023`", ",", "0.1606784059641882`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"5.000000001639428`", ",", "0.157175069338942`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.499999996466635`", ",", "0.15520602210895124`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.9999655587359095`", ",", "0.1503642044778307`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"6.000000135581913`", ",", "0.14943671281680138`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"7.00000000009168`", ",", "0.13830107028521016`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"8.267499999941885`", ",", "0.1302991555300376`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"9.000000002972772`", ",", "0.12346908265134354`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.999999991187163`", ",", "0.11684029087982215`"}], "}"}]}], + "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"1.0000000000219882`", ",", "3.9143175594546145`*^-8"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.00000000065748`", ",", "3.1223735651875935`*^-8"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.2499999999563618`", ",", "0.05013518149899155`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.50000000135873`", ",", "0.08666366096237366`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"1.8319999939041451`", ",", "0.11873268171887323`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"2.000000008168811`", ",", "0.12985456032537732`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.316250021748751`", ",", "0.14414266929258251`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.499999999443726`", ",", "0.14658502700129067`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.507499950534875`", ",", "0.15014374126881744`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.0000000003832885`", ",", "0.15850390624120894`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.0000000231065527`", ",", "0.1585187364137389`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.5000000002660014`", ",", "0.16433362362517911`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.9999994979214204`", ",", "0.15711476566711607`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.999999999948023`", ",", "0.15590277637734282`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.000000001639428`", ",", "0.14762939938762196`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.499999996466635`", ",", "0.1426706720984849`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"5.9999655587359095`", ",", "0.13715871138306587`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"6.000000135581913`", ",", "0.1365058592347905`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"7.00000000009168`", ",", "0.12550834143164305`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"8.267499999941885`", ",", "0.11512529206314749`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.000000002972772`", ",", "0.10882890020153246`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.999999991187163`", ",", "0.10161492634072831`"}], "}"}]}], + "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"1.0000000000219882`", ",", "5.0633557569383584`*^-8"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.00000000065748`", ",", "2.750318785465896`*^-8"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.2499999999563618`", ",", "0.07606002301600247`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.50000000135873`", ",", "0.12998223460435507`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"1.8319999939041451`", ",", "0.1723800779509558`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.000000008168811`", ",", "0.18591857549846616`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.316250021748751`", ",", "0.20557374930464445`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.499999999443726`", ",", "0.19937774945468162`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.507499950534875`", ",", "0.2127857719658323`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"3.0000000003832885`", ",", "0.21891066903781628`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.0000000231065527`", ",", "0.2201315361362653`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.5000000002660014`", ",", "0.21949632473442302`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.9999994979214204`", ",", "0.21130378500928262`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.999999999948023`", ",", "0.20751939450649537`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.000000001639428`", ",", "0.19289175844142628`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.499999996466635`", ",", "0.18720197163092947`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.9999655587359095`", ",", "0.17782899865787832`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"6.000000135581913`", ",", "0.17510730825200516`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"7.00000000009168`", ",", "0.1578835343603046`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"8.267499999941885`", ",", "0.145214746976787`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.000000002972772`", ",", "0.13585308947427902`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.999999991187163`", ",", "0.12623086609015274`"}], "}"}]}], + "}"}]}], "}"}]], "Output", + CellChangeTimes->{3.7906813779621687`*^9, 3.79068241370877*^9, + 3.7906835174812193`*^9, 3.7906838370615253`*^9, 3.7906869558660316`*^9, + 3.7906879904418793`*^9, 3.790688710739171*^9, 3.79273762348695*^9, + 3.792738253331376*^9, 3.792741376356209*^9, 3.794718521852605*^9, + 3.7947198307717123`*^9, 3.794722908300645*^9, 3.794739782284459*^9, + 3.79479971371756*^9, 3.7956055978776217`*^9, 3.796095194669642*^9, + 3.79635040558869*^9, 3.796358116744987*^9, 3.7963642024853477`*^9, + 3.796541235006771*^9, 3.797141357103759*^9, 3.797154797733952*^9, + 3.797155052168996*^9, 3.799979103883341*^9, 3.799986735666483*^9}, + CellLabel-> + "Out[930]=",ExpressionUUID->"2e9cd689-c6d2-4038-9d72-3d66b62c7aa7"] +}, Open ]], + +Cell[BoxData[ + RowBox[{ + RowBox[{"datafit", "=", + RowBox[{"Delete", "[", + RowBox[{ + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"a220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{"a221d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "/", + RowBox[{"a220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}]}]}], "}"}], "]"}], ",", + RowBox[{"{", "}"}]}], "]"}]}], ";"}]], "Input", + CellChangeTimes->{{3.796364099712718*^9, 3.796364106954752*^9}}, + CellLabel-> + "In[931]:=",ExpressionUUID->"0f8180e8-276b-471f-9f12-7c6e2d2b9820"], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{ + RowBox[{"datafit2210", "=", "datafit"}], ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"fit2210", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"datafit2210", ",", + RowBox[{"aa", "+", + FractionBox["bb", + RowBox[{" ", "qq"}]], "+", + FractionBox["cc", + SuperscriptBox["qq", "2"]], "+", + FractionBox["ee", + SuperscriptBox["qq", "3"]]}], ",", + RowBox[{"{", + RowBox[{"aa", ",", "bb", ",", "cc", ",", "ee"}], "}"}], ",", "qq"}], + "]"}]}], ";"}], "\[IndentingNewLine]", + RowBox[{"fit2210n", "=", + RowBox[{"Normal", "@", "fit2210"}]}], "\[IndentingNewLine]", + RowBox[{"fit2210n1", "=", + RowBox[{ + RowBox[{"fit2210", "[", + RowBox[{"\"\<MeanPredictionBands\>\"", ",", + RowBox[{"ConfidenceLevel", "\[Rule]", "cred"}]}], "]"}], "[", + RowBox[{"[", "1", "]"}], "]"}]}], "\[IndentingNewLine]", + RowBox[{"fit2210n2", "=", + RowBox[{ + RowBox[{"fit2210", "[", + RowBox[{"\"\<MeanPredictionBands\>\"", ",", + RowBox[{"ConfidenceLevel", "\[Rule]", "cred"}]}], "]"}], "[", + RowBox[{"[", "2", "]"}], "]"}]}]}], "Input", + CellChangeTimes->{{3.7906792687419233`*^9, 3.7906792762386703`*^9}, { + 3.790687222559133*^9, 3.790687222726465*^9}, {3.790687356744519*^9, + 3.7906873573265142`*^9}, {3.7906876058888893`*^9, 3.7906876099928493`*^9}, { + 3.7947197416234093`*^9, 3.7947197714510803`*^9}, {3.7947199386323767`*^9, + 3.794719949278319*^9}, {3.794722523857242*^9, 3.7947225422989264`*^9}, { + 3.794722622234152*^9, 3.794722740309764*^9}, {3.794722818863402*^9, + 3.7947228276843767`*^9}, {3.7947392002794027`*^9, 3.794739200545034*^9}, { + 3.794800055040942*^9, 3.794800173938101*^9}, {3.79480038296406*^9, + 3.794800415786819*^9}, {3.7963502532042103`*^9, 3.7963502542563677`*^9}, { + 3.796355788610072*^9, 3.7963557896726437`*^9}}, + CellLabel-> + "In[932]:=",ExpressionUUID->"810dbad1-6ca1-4e80-a5e1-a36c24432ada"], + +Cell[BoxData[ + RowBox[{"0.8732421969633578`", "\[VeryThinSpace]", "-", + FractionBox["0.22123031011686026`", + SuperscriptBox["qq", "3"]], "-", + FractionBox["0.09783571488605969`", + SuperscriptBox["qq", "2"]], "+", + FractionBox["0.6619221249028265`", "qq"]}]], "Output", + CellChangeTimes->{3.799979114824183*^9, 3.7999792403761044`*^9, + 3.799986735759995*^9}, + CellLabel-> + "Out[934]=",ExpressionUUID->"7b793b44-bd04-4e61-be08-558d3ed43113"], + +Cell[BoxData[ + RowBox[{"0.8732421969633577`", "\[VeryThinSpace]", "-", + FractionBox["0.22123031011686028`", + SuperscriptBox["qq", "3"]], "-", + FractionBox["0.09783571488605969`", + SuperscriptBox["qq", "2"]], "+", + FractionBox["0.6619221249028265`", "qq"], "-", + RowBox[{"2.8784404727386046`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"0.01657459078815367`", "\[VeryThinSpace]", "-", + RowBox[{"0.052955992343765454`", " ", "qq"}], "+", + RowBox[{"0.06581579814261823`", " ", + SuperscriptBox["qq", "2"]}], "-", + RowBox[{"0.040415827605238916`", " ", + SuperscriptBox["qq", "3"]}], "+", + RowBox[{"0.0129175535069368`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.0020252410377813394`", " ", + SuperscriptBox["qq", "5"]}], "+", + RowBox[{"0.00012873934594742257`", " ", + SuperscriptBox["qq", "6"]}]}], + SuperscriptBox["qq", "6"]]]}]}]], "Output", + CellChangeTimes->{3.799979114824183*^9, 3.7999792403761044`*^9, + 3.799986735848213*^9}, + CellLabel-> + "Out[935]=",ExpressionUUID->"cf61ad0d-c246-4047-a557-4cebc50dbe4e"], + +Cell[BoxData[ + RowBox[{"0.8732421969633577`", "\[VeryThinSpace]", "-", + FractionBox["0.22123031011686028`", + SuperscriptBox["qq", "3"]], "-", + FractionBox["0.09783571488605969`", + SuperscriptBox["qq", "2"]], "+", + FractionBox["0.6619221249028265`", "qq"], "+", + RowBox[{"2.8784404727386046`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"0.01657459078815367`", "\[VeryThinSpace]", "-", + RowBox[{"0.052955992343765454`", " ", "qq"}], "+", + RowBox[{"0.06581579814261823`", " ", + SuperscriptBox["qq", "2"]}], "-", + RowBox[{"0.040415827605238916`", " ", + SuperscriptBox["qq", "3"]}], "+", + RowBox[{"0.0129175535069368`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.0020252410377813394`", " ", + SuperscriptBox["qq", "5"]}], "+", + RowBox[{"0.00012873934594742257`", " ", + SuperscriptBox["qq", "6"]}]}], + SuperscriptBox["qq", "6"]]]}]}]], "Output", + CellChangeTimes->{3.799979114824183*^9, 3.7999792403761044`*^9, + 3.799986735932271*^9}, + CellLabel-> + "Out[936]=",ExpressionUUID->"729a9872-c892-4005-8333-c771696ea7f6"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{ + RowBox[{"datafit330", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"a220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{"a330d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "/", + RowBox[{"a220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}]}]}], "}"}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"fit330", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"datafit330", ",", + RowBox[{ + RowBox[{"(", + RowBox[{"aa", "+", + FractionBox["bb", + RowBox[{" ", "qq"}]], "+", + FractionBox["cc", + SuperscriptBox["qq", "2"]], "+", + FractionBox["ee", + SuperscriptBox["qq", "3"]]}], ")"}], "/.", + RowBox[{"aa", "->", "acons"}]}], ",", + RowBox[{"{", + RowBox[{"aa", ",", "bb", ",", "cc", ",", "ee"}], "}"}], ",", "qq"}], + "]"}]}], ";"}], "\[IndentingNewLine]", + RowBox[{"fit330n", "=", + RowBox[{"Normal", "@", "fit330"}]}], "\[IndentingNewLine]", + RowBox[{"fit330n1", "=", + RowBox[{ + RowBox[{"fit330", "[", + RowBox[{"\"\<MeanPredictionBands\>\"", ",", + RowBox[{"ConfidenceLevel", "\[Rule]", "cred"}]}], "]"}], "[", + RowBox[{"[", "1", "]"}], "]"}]}], "\[IndentingNewLine]", + RowBox[{"fit330n2", "=", + RowBox[{ + RowBox[{"fit330", "[", + RowBox[{"\"\<MeanPredictionBands\>\"", ",", + RowBox[{"ConfidenceLevel", "\[Rule]", "cred"}]}], "]"}], "[", + RowBox[{"[", "2", "]"}], "]"}]}]}], "Input", + CellChangeTimes->{{3.7906792687419233`*^9, 3.7906792762386703`*^9}, { + 3.790687222559133*^9, 3.790687222726465*^9}, {3.790687356744519*^9, + 3.7906873573265142`*^9}, {3.790687405340337*^9, 3.79068740753106*^9}, { + 3.7906875451372633`*^9, 3.7906875452253323`*^9}, {3.790687611958949*^9, + 3.79068761326649*^9}, {3.794719775957651*^9, 3.7947197829858027`*^9}, { + 3.794720071067053*^9, 3.794720074597693*^9}, {3.794722837522263*^9, + 3.794722844432363*^9}, {3.794722937571804*^9, 3.7947229380342913`*^9}, { + 3.7947392082452803`*^9, 3.794739219180838*^9}, {3.7948001927995663`*^9, + 3.79480023618652*^9}, 3.796093516663261*^9, {3.796350257534648*^9, + 3.7963502584134903`*^9}, {3.796355777883625*^9, 3.7963557801547422`*^9}, { + 3.79997925443961*^9, 3.799979254700699*^9}}, + CellLabel-> + "In[937]:=",ExpressionUUID->"75a171bc-2230-4a85-9852-e197e2235650"], + +Cell[BoxData[ + RowBox[{"0.43084895116593364`", "\[VeryThinSpace]", "+", + FractionBox["0.019677535374959546`", + SuperscriptBox["qq", "3"]], "+", + FractionBox["0.14918846379604783`", + SuperscriptBox["qq", "2"]], "-", + FractionBox["0.599714950336941`", "qq"]}]], "Output", + CellChangeTimes->{ + 3.794739229291379*^9, 3.794739600424903*^9, 3.7947397826459417`*^9, + 3.7947997149683323`*^9, {3.7948002330761538`*^9, 3.794800236441286*^9}, + 3.7948003131031427`*^9, 3.795605598461027*^9, 3.7960951950666924`*^9, + 3.796350406794547*^9, 3.796350491698401*^9, 3.796358117899344*^9, + 3.7965412352828493`*^9, 3.7971413575833807`*^9, 3.797155052587215*^9, + 3.7999791270203257`*^9, {3.799979248213912*^9, 3.799979255265854*^9}, + 3.799986735940969*^9}, + CellLabel-> + "Out[939]=",ExpressionUUID->"1e92a2b2-1030-4901-aa10-d1a5e566e74d"], + +Cell[BoxData[ + RowBox[{"0.43084895116593364`", "\[VeryThinSpace]", "+", + FractionBox["0.019677535374959546`", + SuperscriptBox["qq", "3"]], "+", + FractionBox["0.14918846379604783`", + SuperscriptBox["qq", "2"]], "-", + FractionBox["0.599714950336941`", "qq"], "-", + RowBox[{"2.8784404727386046`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"0.0015207689724163593`", "\[VeryThinSpace]", "-", + RowBox[{"0.0049827897924077874`", " ", "qq"}], "+", + RowBox[{"0.006310434366619236`", " ", + SuperscriptBox["qq", "2"]}], "-", + RowBox[{"0.003930736064203964`", " ", + SuperscriptBox["qq", "3"]}], "+", + RowBox[{"0.0012703523216841988`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.00020089878969266556`", " ", + SuperscriptBox["qq", "5"]}], "+", + RowBox[{"0.000012868985584623543`", " ", + SuperscriptBox["qq", "6"]}]}], + SuperscriptBox["qq", "6"]]]}]}]], "Output", + CellChangeTimes->{ + 3.794739229291379*^9, 3.794739600424903*^9, 3.7947397826459417`*^9, + 3.7947997149683323`*^9, {3.7948002330761538`*^9, 3.794800236441286*^9}, + 3.7948003131031427`*^9, 3.795605598461027*^9, 3.7960951950666924`*^9, + 3.796350406794547*^9, 3.796350491698401*^9, 3.796358117899344*^9, + 3.7965412352828493`*^9, 3.7971413575833807`*^9, 3.797155052587215*^9, + 3.7999791270203257`*^9, {3.799979248213912*^9, 3.799979255265854*^9}, + 3.799986736027392*^9}, + CellLabel-> + "Out[940]=",ExpressionUUID->"b9244653-2042-4731-9118-ed594cccd901"], + +Cell[BoxData[ + RowBox[{"0.43084895116593364`", "\[VeryThinSpace]", "+", + FractionBox["0.019677535374959546`", + SuperscriptBox["qq", "3"]], "+", + FractionBox["0.14918846379604783`", + SuperscriptBox["qq", "2"]], "-", + FractionBox["0.599714950336941`", "qq"], "+", + RowBox[{"2.8784404727386046`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"0.0015207689724163593`", "\[VeryThinSpace]", "-", + RowBox[{"0.0049827897924077874`", " ", "qq"}], "+", + RowBox[{"0.006310434366619236`", " ", + SuperscriptBox["qq", "2"]}], "-", + RowBox[{"0.003930736064203964`", " ", + SuperscriptBox["qq", "3"]}], "+", + RowBox[{"0.0012703523216841988`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.00020089878969266556`", " ", + SuperscriptBox["qq", "5"]}], "+", + RowBox[{"0.000012868985584623543`", " ", + SuperscriptBox["qq", "6"]}]}], + SuperscriptBox["qq", "6"]]]}]}]], "Output", + CellChangeTimes->{ + 3.794739229291379*^9, 3.794739600424903*^9, 3.7947397826459417`*^9, + 3.7947997149683323`*^9, {3.7948002330761538`*^9, 3.794800236441286*^9}, + 3.7948003131031427`*^9, 3.795605598461027*^9, 3.7960951950666924`*^9, + 3.796350406794547*^9, 3.796350491698401*^9, 3.796358117899344*^9, + 3.7965412352828493`*^9, 3.7971413575833807`*^9, 3.797155052587215*^9, + 3.7999791270203257`*^9, {3.799979248213912*^9, 3.799979255265854*^9}, + 3.799986736115049*^9}, + CellLabel-> + "Out[941]=",ExpressionUUID->"3429bcd7-d40c-4338-ac8f-ad75bc471ac1"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{ + RowBox[{"datafit210", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"a220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{"a210d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "/", + RowBox[{"a220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}]}]}], "}"}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"fit210", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"datafit210", ",", + RowBox[{ + RowBox[{"(", + RowBox[{"aa", "+", + FractionBox["bb", + RowBox[{" ", "qq"}]], "+", + FractionBox["cc", + SuperscriptBox["qq", "2"]], "+", + FractionBox["ee", + SuperscriptBox["qq", "3"]]}], ")"}], "/.", + RowBox[{"aa", "->", "acons"}]}], ",", + RowBox[{"{", + RowBox[{"aa", ",", "bb", ",", "cc", ",", "ee"}], "}"}], ",", "qq"}], + "]"}]}], ";"}], "\[IndentingNewLine]", + RowBox[{"fit210n", "=", + RowBox[{"Normal", "@", "fit210"}]}], "\[IndentingNewLine]", + RowBox[{"fit210n1", "=", + RowBox[{ + RowBox[{"fit210", "[", + RowBox[{"\"\<MeanPredictionBands\>\"", ",", + RowBox[{"ConfidenceLevel", "\[Rule]", "cred"}]}], "]"}], "[", + RowBox[{"[", "1", "]"}], "]"}]}], "\[IndentingNewLine]", + RowBox[{"fit210n2", "=", + RowBox[{ + RowBox[{"fit210", "[", + RowBox[{"\"\<MeanPredictionBands\>\"", ",", + RowBox[{"ConfidenceLevel", "\[Rule]", "cred"}]}], "]"}], "[", + RowBox[{"[", "2", "]"}], "]"}]}]}], "Input", + CellChangeTimes->{{3.7906792687419233`*^9, 3.7906792762386703`*^9}, { + 3.790687222559133*^9, 3.790687222726465*^9}, {3.790687356744519*^9, + 3.7906873573265142`*^9}, {3.790687405340337*^9, 3.79068740753106*^9}, { + 3.790687540140522*^9, 3.7906875513039017`*^9}, {3.7906876150259457`*^9, + 3.7906876163334913`*^9}, {3.7947197859702253`*^9, 3.794719800926861*^9}, { + 3.7947200883821*^9, 3.7947200895560093`*^9}, {3.794720327886085*^9, + 3.794720333336801*^9}, {3.794722848648068*^9, 3.794722853219157*^9}, { + 3.794722943846775*^9, 3.794722944419471*^9}, {3.794739232104843*^9, + 3.7947392493650017`*^9}, 3.794739545101283*^9, {3.794800243895321*^9, + 3.7948002699059887`*^9}, 3.796093519758827*^9, {3.796350261247546*^9, + 3.796350262027522*^9}, {3.796355782200158*^9, 3.79635578315173*^9}, { + 3.799979259958167*^9, 3.7999792601371393`*^9}}, + CellLabel-> + "In[942]:=",ExpressionUUID->"2c52eaa7-17cf-4b27-955b-85489ada5b79"], + +Cell[BoxData[ + RowBox[{"0.4081113630948478`", "\[VeryThinSpace]", "-", + FractionBox["0.30278015772908035`", + SuperscriptBox["qq", "3"]], "+", + FractionBox["0.7964453356101953`", + SuperscriptBox["qq", "2"]], "-", + FractionBox["0.9017765409759627`", "qq"]}]], "Output", + CellChangeTimes->{3.794739249886755*^9, 3.794739542101548*^9, + 3.794739601574766*^9, 3.794739782805678*^9, 3.794799715317359*^9, + 3.7948002704619827`*^9, 3.794800314306098*^9, 3.795605598690239*^9, + 3.796095195274571*^9, 3.796350409832757*^9, 3.796350492917506*^9, + 3.7963581183999*^9, 3.7965412354483356`*^9, 3.797141358003963*^9, + 3.797155052949836*^9, 3.799979132537689*^9, 3.79997926068841*^9, + 3.7999867361232777`*^9}, + CellLabel-> + "Out[944]=",ExpressionUUID->"299e85e6-9334-40ce-9d19-b2fd518c28a7"], + +Cell[BoxData[ + RowBox[{"0.4081113630948478`", "\[VeryThinSpace]", "-", + FractionBox["0.30278015772908035`", + SuperscriptBox["qq", "3"]], "+", + FractionBox["0.7964453356101953`", + SuperscriptBox["qq", "2"]], "-", + FractionBox["0.9017765409759627`", "qq"], "-", + RowBox[{"2.8784404727386046`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"0.0005580495621651172`", "\[VeryThinSpace]", "-", + RowBox[{"0.0018284458142223928`", " ", "qq"}], "+", + RowBox[{"0.0023156279482531685`", " ", + SuperscriptBox["qq", "2"]}], "-", + RowBox[{"0.0014423923550533255`", " ", + SuperscriptBox["qq", "3"]}], "+", + RowBox[{"0.0004661586143389682`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.000073720258409375`", " ", + SuperscriptBox["qq", "5"]}], "+", + RowBox[{"4.7223029278389275`*^-6", " ", + SuperscriptBox["qq", "6"]}]}], + SuperscriptBox["qq", "6"]]]}]}]], "Output", + CellChangeTimes->{3.794739249886755*^9, 3.794739542101548*^9, + 3.794739601574766*^9, 3.794739782805678*^9, 3.794799715317359*^9, + 3.7948002704619827`*^9, 3.794800314306098*^9, 3.795605598690239*^9, + 3.796095195274571*^9, 3.796350409832757*^9, 3.796350492917506*^9, + 3.7963581183999*^9, 3.7965412354483356`*^9, 3.797141358003963*^9, + 3.797155052949836*^9, 3.799979132537689*^9, 3.79997926068841*^9, + 3.799986736209868*^9}, + CellLabel-> + "Out[945]=",ExpressionUUID->"ba6e3f55-7da3-4382-9aa3-78e35b58c70f"], + +Cell[BoxData[ + RowBox[{"0.4081113630948478`", "\[VeryThinSpace]", "-", + FractionBox["0.30278015772908035`", + SuperscriptBox["qq", "3"]], "+", + FractionBox["0.7964453356101953`", + SuperscriptBox["qq", "2"]], "-", + FractionBox["0.9017765409759627`", "qq"], "+", + RowBox[{"2.8784404727386046`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"0.0005580495621651172`", "\[VeryThinSpace]", "-", + RowBox[{"0.0018284458142223928`", " ", "qq"}], "+", + RowBox[{"0.0023156279482531685`", " ", + SuperscriptBox["qq", "2"]}], "-", + RowBox[{"0.0014423923550533255`", " ", + SuperscriptBox["qq", "3"]}], "+", + RowBox[{"0.0004661586143389682`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.000073720258409375`", " ", + SuperscriptBox["qq", "5"]}], "+", + RowBox[{"4.7223029278389275`*^-6", " ", + SuperscriptBox["qq", "6"]}]}], + SuperscriptBox["qq", "6"]]]}]}]], "Output", + CellChangeTimes->{3.794739249886755*^9, 3.794739542101548*^9, + 3.794739601574766*^9, 3.794739782805678*^9, 3.794799715317359*^9, + 3.7948002704619827`*^9, 3.794800314306098*^9, 3.795605598690239*^9, + 3.796095195274571*^9, 3.796350409832757*^9, 3.796350492917506*^9, + 3.7963581183999*^9, 3.7965412354483356`*^9, 3.797141358003963*^9, + 3.797155052949836*^9, 3.799979132537689*^9, 3.79997926068841*^9, + 3.799986736300582*^9}, + CellLabel-> + "Out[946]=",ExpressionUUID->"6f89fad0-2896-4ef9-8c2a-08080c600cc6"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"Plot", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"fit2210n", ",", "fit330n", ",", "fit210n"}], "}"}], ",", + RowBox[{"{", + RowBox[{"qq", ",", "1", ",", "12"}], "}"}], ",", + RowBox[{"Epilog", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"Point", "[", "datafit2210", "]"}], "}"}], ",", + RowBox[{"{", + RowBox[{"Point", "[", "datafit330", "]"}], "}"}], ",", + RowBox[{"{", + RowBox[{"Point", "[", "datafit210", "]"}], "}"}]}], "}"}]}], ",", + RowBox[{"PlotStyle", "\[Rule]", "colors"}], ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"PlotLegends", "\[Rule]", + RowBox[{"Placed", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + "\"\<\!\(\*SubscriptBox[\(A\), \(221\)]\)\>\"", ",", + "\"\<\!\(\*SubscriptBox[\(A\), \(330\)]\)\>\"", ",", + "\"\<\!\(\*SubscriptBox[\(A\), \(220\)]\)\>\"", ",", + "\"\<\!\(\*SubscriptBox[\(A\), \(321\)]\)\>\""}], "}"}], ",", + RowBox[{"{", + RowBox[{"0.9", ",", "0.72"}], "}"}]}], "]"}]}], ",", + RowBox[{"FrameLabel", "->", + RowBox[{"{", + RowBox[{"\"\<q\>\"", ",", "\"\<\!\(\*SubscriptBox[\(A\), \(0\)]\)\>\""}], + "}"}]}], ",", + RowBox[{"ImageSize", "\[Rule]", "Large"}], ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"FrameStyle", "->", + RowBox[{"Directive", "[", + RowBox[{"Black", ",", "Bold", ",", "16"}], "]"}]}], ",", + RowBox[{"LabelStyle", "->", + RowBox[{"Directive", "[", + RowBox[{"Black", ",", "Bold", ",", "16"}], "]"}]}], ",", + RowBox[{"GridLines", "\[Rule]", "Full"}]}], "]"}]], "Input", + CellChangeTimes->{ + 3.790687525253502*^9, {3.790687557253933*^9, 3.790687626971509*^9}, { + 3.7947198181360617`*^9, 3.7947198362021923`*^9}, {3.794722861397764*^9, + 3.7947228722332153`*^9}, {3.794800279042469*^9, 3.794800283308877*^9}}, + CellLabel-> + "In[947]:=",ExpressionUUID->"e0cca4f6-085b-4875-b404-acfb81334ea6"], + +Cell[BoxData[ + TagBox[ + GraphicsBox[{{{{}, {}, + TagBox[ + {RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6], + Opacity[1.], LineBox[CompressedData[" +1:eJwV1XlcjdsaB/Bdp0GbNEcDmt8oUlIknlWaC8lQ3ZQ0EAq5lThICU2E3EZ2 +syg0oW6naNKgiSSxN7cjQrV379CkOnVXf+zP/nw/+12/9bxrPWttdZ+TLv7C +LBYrGX8Wvi26Lc1ZLBKMuHUxmqEMLJW91/pWkgT5F7843WcY+LR7cn+uCgmz +Pt9sj59jIORtUbCNKQkV/ZVqHhEMWMiIzS+zJkHS9T+G5ZF4/G7vhF8uJGzT +DkiZuMzAgzfyBQknSNj0e0bCIoaBUOmTxl7nSVg3pPndLo4BS+fWOoM4Ekqs +9cq2JjDA7brA684n4b3Y0oLRRJzXNSij9JmEkZx2g4hk/PtSi8yhIexlj3lT +KTh/Z4Z+9RQJAeKfXHzScF7nLtuD8hRo/PV2QPQuA1JLC3vWa1BAu9Rw0D0G +eDtEfITXUxDW7+AbyMH1dFSez3ekYAer3jQ1C4+XlGOfcacgYITNTc3G8+8I +SrE7QkG2b9OT+Bw8f0KzlnIoBS2G5NSpXDx/u3rZcBQFOk7L5+zycN6S81Bz +k4KQuWNC8vk4z6m3/QaHAr+BSqtubF5b3A/DKgqcCkfiVxcw8HDx95A/Wigo +sxUsacAOcwTh9+8p0CUMW5wf4PHxaYn3Byjo26j/uxtbqo1RDacoIKJ1Ptk/ +xHnsnYX28xTEj2/Ne4b9wOGBqYokDV5NQYmKhbieOOFXI8o0DP+80x2Ibfn6 +gMsLXRrqzc7nVmJLsSv+l2hCw9Eknsk0Ns9eJuiQFQ0XH/vVGhbh+mKPTxu5 +0GAy/OL0Qeyw1lfXRLxpsJtMjriMvV1CTaE3iAbz7ZnLONjS9udyCv6kgfZN +PlaMzYvpMTgbS8PeHU4FFQt5LetqHFJoUD9RMPN8IW9RrINqPg3XHz288xjb +0m7gA7+MhnSrUE4GtlTMVv+XtTRQMbutIhfymlPom500iF0rLvFayBOnI3x4 +uL7EdZLGC3m2TpLGQzRUZGdFCS3Ud+1+uugUDRO1Szc34/eTbmbpfhBlQHFN +jesV7M9iHs8eyDHgEmIgao5daPPM8pw6A40p+keG8XqGXZV642jAgCuvPicJ +e3vTUc8VWxk4XOrIM8aWFmscEjgwUHTipGkX3h+e9crwWjcGlOZ1P/hgh73q +vu0bwoDIzZnAMLy/W6bCi73wudC67nZv+D4DLL1V7e63Gcgs1Ip2x467eVzU +uYSBOearghrul10NMhqOL3GuvqnUWdxf8hMV22w68XNvmj3acP9xPETCzUcY +mPB+HXUA96fvjcI7pjMMmJ0Kyc/A/atb51xqxB6DmMvvinpwf5fp3BvS1R2D +WfXtI8aZDDRRGz0V/MbAMlC1uzSDgXgt3lnpf4/BIe7Dxw3pDDi7RiUvjhqD +qjkq8A0+X5+qO7uEssYgQzDI5uLzJ7h2xFLAHYPpYnZ3RRJe15VpRPOecYCD +H83v4/PNdQarep9xWKpn1HM6loGsy9+9a4LHQTkcDWzB98GaX4bp5Ynj0H5J +vqbhCgPbnr5ektU2Dq4vJdMeXcLr7DBLhW+fAINeiwgG30/Pww5Wr9kwCbXJ +kj0tXgyk610vJywmQYPKBm9PBi72VxVq7ZqE3hd1eyY8GLBxUExbeXwSNgi1 +pq90Z+D9io5Q2dxJ+BrxjeO9h4GxRjODadkpEI+Q6i21ZcBQTjGnlZ6CWz+K +LlXjfX9U3H4toGwa7n7VP106R0PrB80SRbU5WEKyi35n0jD15a998iMspNpY +m2RuQcMPhf15bg+EkSqdpmBCU8ArOsHrjBVBHzzt+JfvU+C/edbygo8YevrR +ltzoj+8R9rnpwyqLkPPi3el2BhQYbgnLiPotgZSpK4r/miEhtNjn+seKxUj2 +JDdW+w0JO1QaHwcESSLjJ2qp7EIS1gzmVqy2k0K7M+QjO6JJODW9WSIpUhrN +6pxh+fuTsNPwkF5hsAyKtI7vumRDwsRAvZ+npyzae8rs59gaEhIq79qs2yyH +UgSWgafkSMir3rgilZBHjZ0XJxZNjULhV5u7q8QUkLmzhWZL1yhs2LRMGk0q +oCiXO4uiC0bhqoRGxuyAIhKpC41iXR6Fptm8zt7aZegE97Gbu+8oxK76MWFf +shw5HB2Z9d0+Cpv9sps/JSqh1xdt/a8To1CulVwsflwZSasf8RqXHIUSeYeE +DjcVJOSqcmGYEUC6TphMqYkqstp5V1HpswDEAw7FryVWoMyGrPyeVwL8P3NN +1UZuJRIinezcSgTgI6K9//zoSmSU1UEcuycACbmoaMcvq1Bcu038fKwAurKL +1t71UkM/G5Zr9IYLYP5MeV5/mxoKCK151xcgAPK7cnKwpTrSV5ivOeAmgD6/ +Fx4yperILdB/X7W9ACL/rMv4R1cDSW9ceyTPTADquaySqVQN1NZkOm+yVgD3 +F33uqhPTRDOmv5bnqAlgRFTp2IcLmqjaoN4+VU4Aq+Vv9c2MaKJPSi1z4+IC +IKoC6gL9tVDPI2OJwRk+sDmfnxVxtZDRYFP8bZIP327fuPjbXhsFnQ28emqQ +DxGrMuuS6rRRu2cyfOfyQaZmuM/cUAdp8ndcDO7mQ0zq+5lyjg7aIB4xdKWV +D3WLV6WdUSDQjXMif5jU8oFMzGM7RBNo240v6X0VfLDleXzddJVAd5gAshyb +oytXRcQQiNP30TER26ku8qhoAoEqQ47K22A/pL1aapMIlOyyfKT8OR989ild +Nc0lUMSSs09vPuNDj/INIe16Ap3WjszcWc4HvSPWH+UaCSSqrlW8BjuqfLZE +uIlAfpKRjWLY652Oe/e3EkjFypf1sowP1y/Yvcx4S6A42dxqA2ybfuELsn8T +6O9v/daypXy4p1+1V2iAQHN6l0oEJXwYCw/WJ78RaLChQa0NO0emn9vxk0D/ +JBjJRmPPW9aYxZIEovViN00U82F/YohsOE2gtRztN93YT7h6Q4fHCNT/X4+g +YuwDIelpVlMEmshOrAzALq/dHbxhmkAxrXGHrbHZkhL2GrMEEjgrK2tgH3Kv +VZOZI1DroPm7uSd8qMw/MzU/TyANM+oWF/v/WOu71w== + "]]}, + Annotation[#, "Charting`Private`Tag$475984#1"]& ], + TagBox[ + {RGBColor[0.880722, 0.611041, 0.142051], AbsoluteThickness[1.6], + Opacity[1.], LineBox[CompressedData[" +1:eJwVz3881IcfB/CT36ScX/mR3/Qpmqa0zbK930zispb7RklZztGJmO8kaTTW +hELrh/Ij3/Kj/Kio29dul9qdXX6V44r7fMqPTBozeyTUnXNjn/3xfrxez8fr +r7cjJ4kds4zBYMTQ92/6PvHzYTCmga6EhtfhT1eYXOmUGdH2vzl5vI0Fz0MU +YVU2tMkZtqx1L6TIGpIDPqSd0DuSdu8Q1Paa3TiTSDtzeHdZQzqs6PmdaTU0 +DZjWoOt4Kh8GH+WPewrfgGjKePd1j1JIffjkXHTKLFhaGDZKQ+tgizKtMfK7 +WeAZMHRK79UBw93+cfi5WTjb3Jpm5VgP+WfjtXc2zULgzM4wrz/roSJCK81n +ahaufjumTx2/CW1vNu83584BY/Y3z97CRrCwKyHa//MWpnf8/N+B+3ehOfXL +FrdNCqh1b6t9tkUApe4FfMJXAVy3eUkLRwCZI8J6ly8UoBft0ZuVJ4AAlkWJ +XbwCclP8lt+VC6DftvuISZUCvFScgltJP8Oc5OMNKhMl7AvR+sGlXAiephaV +nTNKkARNyn980QI3Gx+f4t1VwfULsijf0yIIXp6I9iIVSJpDLy6UiuAv3sr5 +/m4VzGWcta+vF4GHE/vQZ3+o4ECXhDPWKYKmC2SwncMC6LVrdkt1xcA/Nsrs +K1gAs0orzsksMQg/U5ZBnBoeO6fVCBNaoZN0brJwWITmFY/G010kwCGYynce +i5Be4Mtt3igBVeoikJ8sglaDSnscJbDe4lnPpYhFuOCT94rYL4HCXYWvLS8t +Qu6GgcB1FyXAlik9bFYswVh+pKWX5kMY7Oq+Za9eAp0X1sgnH4Jy+F6o2RQD +26jj72dy22HcPKx6T+0yFPEo5fdvOmGwIXFQmqeFxRvnLNnbH0OMt9ovg6OD +wjzprwJ/KXQYpKtibfTw+5wHicXDPeC5JbUse14fl3Pzfll5txeONHIKnv1k +iEJ5RugJtgw+t5Hc4h02wvZIw6D5YRm4/V7107rAlXh9vXRP6sEn8JXKW/98 +ljHKC+quGj1/Ajs8o9zrk5l4mnchKZz1FN69bOXu32+Cn7/QG9lw+ymcEZQH +eHibYpvpsbfemn1Q3bLZ9jJhhmzXmYHW3X1QPxpQbq9jjqz84RbW1T7Y9NEq +Y1SYY7GRIkg80Qc5+k5l6pcWyL46mhrj1g9t6mqpXLQKyS5BDUb3Q579+Lug +Jkv0zf3xy4ryfvDmXmt/XmSFF+extkjaD3yX4kbdeGvUezq/8oi6H5rMWGe6 +99igT1JQsJO7HErXpDLvfLAav538dZveLjno8qJOv0fY4uiaBEdBhhw+dT21 +OsDUDmsN9i56VcuBo+Ua9s1rO0xQuglWt8lB3zT75PZhe/QfqjsxOiGHnmsN +75VHOmC2c5hmhS4JS0f51SOPHPDh33ld4ELC9Cvr4mQ/R6x7M8+T+JJAcR9E +MO84Ym/ltS1vI0jIOi4u+3utE94eNyTUqSQ4VjGalJedkJX19THdIhKu6w31 +iHWc8bTmqh1FNSRMaVsdIjOcUXeIlEy0kLDO7AdqYYrebQ/ceSAjgRDyxAkx +LjijXR0ZPk6CQcXQ/xsGXNDPQWOwcoGEsXOFmfNBrtgUJM3vNKLghP3/xOfF +rmi794XrLQcKmPf/pHw81+AnQ8J95Z4U5F7uX+BXrMHWKHh9yZcCsaF9yVFz +Ai12fFO5jU3BdFG1AeskgdK3sa5boyjYNhgx+lEOgYOP3AZyaFesNRUSuQSq +1nJyOmgHi7PitM8Q2Hll8/3tHArqZiI7ROcJ1GA13wyJpoATapXzYRWBrzvY +FyNiKOizLtRwbSVw1j+p4mAcBe4Htz4zlRCoP5WpW0s7m69uWtZG4OiDkNgJ +2u8Hxx8Y6SSw5QZLO+4QBQUZgb+UyQh8WdLdERdPQcDIsgyT3wjcaPUBL+4w +BVfWC3dpvCSw60CZRx3tubTk9dNjBJ5Ln5ycoF3JHBnoniCwlv/FVl4iBUt+ +9z/OmyYwW5WWFZtEQVhRiknaDIGpl5IUNbRvD7hPxs7R/xpHR7+ivS+ltMRf +SeANY5Yt9ysK+KKQ5E0qAhN3+sVX0TYw0g9yUhOoOYKNo7SjwkUOzEUC91gH +/uGYTIGg5qhyaYnA6vC9VlG0/wHWVQgz + "]]}, + Annotation[#, "Charting`Private`Tag$475984#2"]& ], + TagBox[ + {RGBColor[0.560181, 0.691569, 0.194885], AbsoluteThickness[1.6], + Opacity[1.], LineBox[CompressedData[" +1:eJwVy3s01AkUB/AJCZ3SeJVHnjP9FFkdtYYe94aIpPQQ61EJzWazkbCkNgkj +UpRHHsVMYRRTDllRSPJ+zk9THmsjnJYakVdif/vHPfd+zvd7dTx/P+QtQaPR +nKn5f+/utNhBo4mBOl+yjM7sWq2Q2dCxivK0Y3f7kA28d5xx4qpTboly+Pj6 +GAR2FPhbm4rhT5GDcQXnNOS1K+XG+VG5Voxau0owrG4bpqv2iaGq18jXzCoK +eptiR7aUT8AJk9TR6L9vQ/7Kj4GS9RNQf+IEXy7gDgTtAwmSnICDBexrdyST +Qb5pUiNkYgJYf20d7tZLAYtGt0Mv9L/CQVY7m+OSBvn1RpV2KV+h7M4TO7fM +TAh63Zl4KnASyviFxk/bcmD7bEiRx9VJEGky4o8rcIFmoNXskjgJF8+Olz8/ +woXYm77LDwomoZmRaxYl4kKWq1TIjrFJED85lsbp5UHdxDZ3Za8pOHd/V477 +24egoplGvDn8DUYvyJw/c48PpUHHKzaZzMCjsZ0bB9sF8KioOZr9dB6GxKGb +rQtKoeGtnkBFexF46VVi/9rnMNv//KjSGA25bXydUdcqGFF24jnnSaCymQ0I +/Wqgt8Cvt5UjhY2vIksPB9aCt9mCRbinNJofMSoe3lEH9XKh8z7qMlh7RljA +fvEGtmwPSo+Yk8UMK05EjVkDXCjyjH/3bCUGEKyJ0bBG2K9e+5h9dhXK7XRV +s8hsgk3D3Gcb98qj1lanxrmKZjg3byabdGUNMvKsklKKW8Bhy0kDvj8d3Tin +/BryW2F6sMbL3V0Bd57asxQQ0wZxZRnWRmaKaLGUi8GMduBVbFufSijhi8Rx +Jb9r7cD/YJ2hJa2MUwmNl/LetYMJa+0anFHGSKKP/8qoA6JkddMXBlXwvKJN +W9HFDqhb4LV2V63F2u73WR1VHcDRGpm2FazD0NEI+ibpTjDzyn7zPkEVjU3c +8ldYdkIxI7loha8a7i4L6vYI6wSBkl1ci7M6Xh6PLaOXdMLdDUH0Jz9rYGOB +w9pvI52wgn3y+mZiPd5tKIxhanTBLma0hrWiJrJ70DjLvgs8pZhOF79o4tYo +p/nrwV0gqxgRua9fC3V9ZxabuF3Qll2wOcNDG3/UGsmsa+qCpeBi3kCTNpof +U97a96ULxB/Vkv0tdHDgVEz/Z2UhiLxeuNKf6KCbm5/0O1MhXAmrTv+hr4sv +YysW538Rgg6XJphN1cVoH5lRl1AhPJTpa6uW1kM1Q1a0KEUIY8tVz7wN18M1 +3odOXy0VwkalW6LvY3o4b5i9e6ZDCEQ5u/o3bwZ27vsQFvlZCHJZfSUFPQyk +dwfdZ8uSMJR449KcLROH5R2EMTokXNa6V51UzcQSJUmFEnMS6JX/inZs2YDd +mibMo44kxKSS34uzNqBIPzSgwoeE6pVaacHKBE5LMn/SDSdBnMCTs4sk0Ecj +nmd/iwSbXtcPrCgCzVNjdR9QztJXLCdiCDQQMJJ+ULavvvLr8jgCWS3m9oWJ +JOR/9aivSiLQ2dRSU/42CZ5HVaNMuQS2CrytWpNJEKrdWMasIXD2j4bHFhkk +GJze806xlsCQm8xraZQjihcEEnUENh0NPyCmbGzve2KggUDb2waVmZkkxIfv +fZneQaDIUrgwk0WC9YBEuMI/BC4V98vzs0nINCw/smyQQMs4x3W0HBKmQvwN +xUMEqu3/rOhEOYc+0NMySqDqnGBoGZeEJYtKc46Y+u/njznzSHBKCFQI+Upg +5HDFjULKhT0Gn3ymCOzKlmdIPSDBLfBumtUsgUGcCP0iysVVjv4m81TfIy9F +6iEJcqtkbXUXqD5Lbd6F8kmXKm36IoGPPr0/UES57EHw7NISgX/uGU+VyiXh +P4g0n3I= + "]]}, + Annotation[#, "Charting`Private`Tag$475984#3"]& ]}, {}}, InsetBox[ + TemplateBox[{ + "\"\\!\\(\\*SubscriptBox[\\(A\\), \\(221\\)]\\)\"", + "\"\\!\\(\\*SubscriptBox[\\(A\\), \\(330\\)]\\)\"", + "\"\\!\\(\\*SubscriptBox[\\(A\\), \\(220\\)]\\)\"", + "\"\\!\\(\\*SubscriptBox[\\(A\\), \\(321\\)]\\)\""}, + "LineLegend", + DisplayFunction->(FormBox[ + StyleBox[ + StyleBox[ + PaneBox[ + TagBox[ + GridBox[{{ + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]], { + LineBox[{{0, 10}, {20, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]], {}}}, + AspectRatio -> Full, ImageSize -> {20, 10}, + PlotRangePadding -> None, ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #}, { + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]], { + LineBox[{{0, 10}, {20, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]], {}}}, + AspectRatio -> Full, ImageSize -> {20, 10}, + PlotRangePadding -> None, ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #2}, { + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], { + LineBox[{{0, 10}, {20, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], {}}}, + AspectRatio -> Full, ImageSize -> {20, 10}, + PlotRangePadding -> None, ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #3}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"]}}, + GridBoxAlignment -> {"Columns" -> {{Left}}, "Rows" -> {{Top}}}, + AutoDelete -> False, + GridBoxItemSize -> { + "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, + GridBoxSpacings -> {"Columns" -> {{1}}, "Rows" -> {{0}}}], + "Grid"], Alignment -> Left, AppearanceElements -> None, + ImageMargins -> {{5, 5}, {5, 5}}, ImageSizeAction -> + "ResizeToFit"], LineIndent -> 0, StripOnInput -> False], { + Directive[ + GrayLevel[0], Bold, 16], FontFamily -> "Arial"}, Background -> + Automatic, StripOnInput -> False], TraditionalForm]& ), + Editable->True, + InterpretationFunction:>(RowBox[{"LineLegend", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.368417, 0.506779, 0.709798], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.24561133333333335`, 0.3378526666666667, + 0.4731986666666667], FrameTicks -> None, PlotRangePadding -> + None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.368417`", ",", "0.506779`", ",", "0.709798`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.368417, 0.506779, 0.709798]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.368417, 0.506779, 0.709798], Editable -> False, + Selectable -> False]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.880722, 0.611041, 0.142051], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.587148, 0.40736066666666665`, 0.09470066666666668], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.880722`", ",", "0.611041`", ",", "0.142051`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.880722, 0.611041, 0.142051]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.880722, 0.611041, 0.142051], Editable -> False, + Selectable -> False]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.560181, 0.691569, 0.194885], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.37345400000000006`, 0.461046, 0.12992333333333334`], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.560181`", ",", "0.691569`", ",", "0.194885`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.560181, 0.691569, 0.194885]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.560181, 0.691569, 0.194885], Editable -> False, + Selectable -> False]}], "]"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{#, ",", #2, ",", #3, ",", #4}], "}"}], ",", + RowBox[{"LegendMarkers", "\[Rule]", "None"}], ",", + RowBox[{"LabelStyle", "\[Rule]", + RowBox[{"Directive", "[", + RowBox[{ + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + GrayLevel[0], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> GrayLevel[0.], FrameTicks -> None, + PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"GrayLevel", "[", "0", "]"}], NumberMarks -> + False]], Appearance -> None, BaseStyle -> {}, + BaselinePosition -> Baseline, DefaultBaseStyle -> {}, + ButtonFunction :> With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + GrayLevel[0]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["GrayLevelColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + GrayLevel[0], Editable -> False, Selectable -> False], ",", + "Bold", ",", "16"}], "]"}]}], ",", + RowBox[{"LegendLayout", "\[Rule]", "\"Column\""}]}], "]"}]& )], + Scaled[{0.9, 0.72}], ImageScaled[{0.5, 0.5}], + BaseStyle->{FontSize -> Larger}, + FormatType->StandardForm]}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->{True, True}, + AxesLabel->{None, None}, + AxesOrigin->{1., 0}, + DisplayFunction->Identity, + Epilog->{{ + PointBox[CompressedData[" +1:eJxTTMoPSmViYGAQA2IQfamJEUh+sOd4aaIWk/XZvllPF8w/9JlVvKfks70/ +w9////9/tmeRKanj2/7ZniM+Fij/w77w8o0GM6D85qKDlvf9/9p/5LGdz9H7 +yX7+WgmQgQ5ZwUe7LIw+2Qdqpomva2dykM6qrr7I88n+26M3QPOYHY6eTzkf +Vf3RfodakFIMP4uDecKlWzGXPtoXavMCtXM4TPYr3NiR/NE++b0kM4h/kvGu +z4vAj/bHlDmB8jwOy9bzbFi99oO9zLY5e/7/53eoPdxcs3vCB/tzZv/+g/h6 +H85PzEv8YO+hJQNUL+IQU6eYKSvwwV7S5zBQXtQheeriCFeOD/YLp63/8e2/ +uIO9Xpr086L39v3ukkALJBxql+7z+Wf73t58Msg7Mg7mM3K3GTW+s4+903fo +a4eCw0U3S/97fe/sjTolgfJKDh/33Ax6qfrOPs5nC9B8ZYdli3nWxX16aw8A +JAOcjA== + "]]}, { + PointBox[CompressedData[" +1:eJxTTMoPSmViYGAQA2IQfamJEUh+sLcPu/xqf2yGXbOeLpjfEngwSbsy2c6f +4e////8/2/O9Ytb+u3ytPUd8LFD+h/0tv/7WzaG77DcXHbS87//Xfkps8dKW +vMP289dKgAx0yC///HHXv6P2gZpp4uvamRx2+4TeT607af/t0RugecwOrurv +DxZ4nLbfoRakFMPP4qCz+mCWcu1p+0JtXqB2Dge2H7N8vvadt09+L8kM4idz +ms3tXnfe/pgyJ1Cex6Hg0dp9ujKX7GW2zdnz/z+/wwLp4jfrJ12yP2f27z+I +L+UgJps185K9h5YMUL2IQ8b7wL0KdlfsJX0OA+VFHQx/dK1WOHzFfuG09T++ +/Rd3uOP6Ulym4qp9v7sk0AIJhx+7DuhPL7hqbz4Z5B0Zh+mSB5an+Fyzj73T +d+hrh4ID+22u/5+ZrtsbdUoC5ZUcPDpS+5kKr9vH+WwBmq/skHfz+IfpN6/b +AwAj3pxV + "]]}, { + PointBox[CompressedData[" +1:eJxTTMoPSmViYGAQA2IQfamJEUh+sDe62zVtiWyAXbOeLpifFxrxaP+9aDt/ +hr//////bM8rP0/hzsfF9hzxsUD5H/bnG/5NeKW+yX5z0UHL+/5/7S37Lz7k +Or/Lfv5aCZCBDpM78pyWXNtnH6iZJr6uncmBL/33DTXVQ/bfHr0Bmsfs8Ecq +rmbGj8P2O9SClGL4WRwUWZ9+3+1xxL5QmxeoncPB40la1/slx+2T30syg/ix +JQcVTi06bn9MmRMoz+Mwfe90j4SDp+xlts3Z8/8/v8Njr96nnlxn7c+Z/fsP +4l9a8qV4B89Zew8tGaB6EQc7XtnJS20u2Ev6HAbKizpo9gWsZPl+wX7htPU/ +vv0Xd/h9r8jv69uL9v3ukkALJBxqPjK27Xt00d58Msg7Mg5+cr8OJN2+ZB97 +p+/Q1w4Fh2WOYTHrr1+2N+qUBMorOSSGr3fzjLhiH+ezBWi+sgP7e6bvk/9e +sQcALWafjw== + "]]}}, + Frame->{{True, True}, {True, True}}, + FrameLabel->{{ + FormBox[ + "\"\\!\\(\\*SubscriptBox[\\(A\\), \\(0\\)]\\)\"", TraditionalForm], + None}, { + FormBox["\"q\"", TraditionalForm], None}}, + FrameStyle->Directive[ + GrayLevel[0], Bold, 16], + FrameTicks->FrontEndValueCache[{{Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}, {Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}}, {{Automatic, {{0., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {0.25, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {0.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {0.75, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {1., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {1.25, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {-0.25, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.2, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.15, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.1, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.05, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.05, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.1, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.15, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.2, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.3, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.35, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.4, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.45, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.55, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.6, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.65, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.7, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.8, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.85, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.9, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.95, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.05, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.1, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.15, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.2, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.3, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.35, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.4, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.45, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}}}, {Automatic, {{2., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {4., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {6., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {8., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {10., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {12., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {0., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {4.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {5., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {5.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {6.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {8.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {9., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {9.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {10.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {11., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {11.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {12.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {13., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {13.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {14., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}}}}], + GridLines-> + FrontEndValueCache[{ + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& , + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& }, {{{ + 2., + Directive[ + AbsoluteThickness[0.1]]}, {4., + Directive[ + AbsoluteThickness[0.1]]}, {6., + Directive[ + AbsoluteThickness[0.1]]}, {8., + Directive[ + AbsoluteThickness[0.1]]}, {10., + Directive[ + AbsoluteThickness[0.1]]}, {12., + Directive[ + AbsoluteThickness[0.1]]}, {0., + Directive[ + AbsoluteThickness[0.1]]}, {0.5, + Directive[ + AbsoluteThickness[0.1]]}, {1., + Directive[ + AbsoluteThickness[0.1]]}, {1.5, + Directive[ + AbsoluteThickness[0.1]]}, {2.5, + Directive[ + AbsoluteThickness[0.1]]}, {3., + Directive[ + AbsoluteThickness[0.1]]}, {3.5, + Directive[ + AbsoluteThickness[0.1]]}, {4.5, + Directive[ + AbsoluteThickness[0.1]]}, {5., + Directive[ + AbsoluteThickness[0.1]]}, {5.5, + Directive[ + AbsoluteThickness[0.1]]}, {6.5, + Directive[ + AbsoluteThickness[0.1]]}, {7., + Directive[ + AbsoluteThickness[0.1]]}, {7.5, + Directive[ + AbsoluteThickness[0.1]]}, {8.5, + Directive[ + AbsoluteThickness[0.1]]}, {9., + Directive[ + AbsoluteThickness[0.1]]}, {9.5, + Directive[ + AbsoluteThickness[0.1]]}, {10.5, + Directive[ + AbsoluteThickness[0.1]]}, {11., + Directive[ + AbsoluteThickness[0.1]]}, {11.5, + Directive[ + AbsoluteThickness[0.1]]}, {12.5, + Directive[ + AbsoluteThickness[0.1]]}, {13., + Directive[ + AbsoluteThickness[0.1]]}, {13.5, + Directive[ + AbsoluteThickness[0.1]]}, {14., + Directive[ + AbsoluteThickness[0.1]]}}, {{0., + Directive[ + AbsoluteThickness[0.1]]}, {0.25, + Directive[ + AbsoluteThickness[0.1]]}, {0.5, + Directive[ + AbsoluteThickness[0.1]]}, {0.75, + Directive[ + AbsoluteThickness[0.1]]}, {1., + Directive[ + AbsoluteThickness[0.1]]}, {1.25, + Directive[ + AbsoluteThickness[0.1]]}, {-0.25, + Directive[ + AbsoluteThickness[0.1]]}, {-0.2, + Directive[ + AbsoluteThickness[0.1]]}, {-0.15, + Directive[ + AbsoluteThickness[0.1]]}, {-0.1, + Directive[ + AbsoluteThickness[0.1]]}, {-0.05, + Directive[ + AbsoluteThickness[0.1]]}, {0.05, + Directive[ + AbsoluteThickness[0.1]]}, {0.1, + Directive[ + AbsoluteThickness[0.1]]}, {0.15, + Directive[ + AbsoluteThickness[0.1]]}, {0.2, + Directive[ + AbsoluteThickness[0.1]]}, {0.3, + Directive[ + AbsoluteThickness[0.1]]}, {0.35, + Directive[ + AbsoluteThickness[0.1]]}, {0.4, + Directive[ + AbsoluteThickness[0.1]]}, {0.45, + Directive[ + AbsoluteThickness[0.1]]}, {0.55, + Directive[ + AbsoluteThickness[0.1]]}, {0.6, + Directive[ + AbsoluteThickness[0.1]]}, {0.65, + Directive[ + AbsoluteThickness[0.1]]}, {0.7, + Directive[ + AbsoluteThickness[0.1]]}, {0.8, + Directive[ + AbsoluteThickness[0.1]]}, {0.85, + Directive[ + AbsoluteThickness[0.1]]}, {0.9, + Directive[ + AbsoluteThickness[0.1]]}, {0.95, + Directive[ + AbsoluteThickness[0.1]]}, {1.05, + Directive[ + AbsoluteThickness[0.1]]}, {1.1, + Directive[ + AbsoluteThickness[0.1]]}, {1.15, + Directive[ + AbsoluteThickness[0.1]]}, {1.2, + Directive[ + AbsoluteThickness[0.1]]}, {1.3, + Directive[ + AbsoluteThickness[0.1]]}, {1.35, + Directive[ + AbsoluteThickness[0.1]]}, {1.4, + Directive[ + AbsoluteThickness[0.1]]}, {1.45, + Directive[ + AbsoluteThickness[0.1]]}, {1.5, + Directive[ + AbsoluteThickness[0.1]]}}}], + GridLinesStyle->Directive[ + GrayLevel[0.5, 0.4]], + ImagePadding->All, + ImageSize->Large, + LabelStyle->Directive[ + GrayLevel[0], Bold, 16], + Method->{ + "DefaultBoundaryStyle" -> Automatic, + "DefaultGraphicsInteraction" -> { + "Version" -> 1.2, "TrackMousePosition" -> {True, False}, + "Effects" -> { + "Highlight" -> {"ratio" -> 2}, "HighlightPoint" -> {"ratio" -> 2}, + "Droplines" -> { + "freeformCursorMode" -> True, + "placement" -> {"x" -> "All", "y" -> "None"}}}}, + "DefaultMeshStyle" -> AbsolutePointSize[6], "ScalingFunctions" -> None, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}}, + PlotRange->{{1, 12}, {0., 1.2294231925087233`}}, + PlotRangeClipping->True, + PlotRangePadding->{{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.05], + Scaled[0.05]}}, + Ticks->{Automatic, Automatic}], + InterpretTemplate[Legended[ + Graphics[{{{{}, {}, + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]], + Line[CompressedData[" +1:eJwV1XlcjdsaB/Bdp0GbNEcDmt8oUlIknlWaC8lQ3ZQ0EAq5lThICU2E3EZ2 +syg0oW6naNKgiSSxN7cjQrV379CkOnVXf+zP/nw/+12/9bxrPWttdZ+TLv7C +LBYrGX8Wvi26Lc1ZLBKMuHUxmqEMLJW91/pWkgT5F7843WcY+LR7cn+uCgmz +Pt9sj59jIORtUbCNKQkV/ZVqHhEMWMiIzS+zJkHS9T+G5ZF4/G7vhF8uJGzT +DkiZuMzAgzfyBQknSNj0e0bCIoaBUOmTxl7nSVg3pPndLo4BS+fWOoM4Ekqs +9cq2JjDA7brA684n4b3Y0oLRRJzXNSij9JmEkZx2g4hk/PtSi8yhIexlj3lT +KTh/Z4Z+9RQJAeKfXHzScF7nLtuD8hRo/PV2QPQuA1JLC3vWa1BAu9Rw0D0G +eDtEfITXUxDW7+AbyMH1dFSez3ekYAer3jQ1C4+XlGOfcacgYITNTc3G8+8I +SrE7QkG2b9OT+Bw8f0KzlnIoBS2G5NSpXDx/u3rZcBQFOk7L5+zycN6S81Bz +k4KQuWNC8vk4z6m3/QaHAr+BSqtubF5b3A/DKgqcCkfiVxcw8HDx95A/Wigo +sxUsacAOcwTh9+8p0CUMW5wf4PHxaYn3Byjo26j/uxtbqo1RDacoIKJ1Ptk/ +xHnsnYX28xTEj2/Ne4b9wOGBqYokDV5NQYmKhbieOOFXI8o0DP+80x2Ibfn6 +gMsLXRrqzc7nVmJLsSv+l2hCw9Eknsk0Ns9eJuiQFQ0XH/vVGhbh+mKPTxu5 +0GAy/OL0Qeyw1lfXRLxpsJtMjriMvV1CTaE3iAbz7ZnLONjS9udyCv6kgfZN +PlaMzYvpMTgbS8PeHU4FFQt5LetqHFJoUD9RMPN8IW9RrINqPg3XHz288xjb +0m7gA7+MhnSrUE4GtlTMVv+XtTRQMbutIhfymlPom500iF0rLvFayBOnI3x4 +uL7EdZLGC3m2TpLGQzRUZGdFCS3Ud+1+uugUDRO1Szc34/eTbmbpfhBlQHFN +jesV7M9iHs8eyDHgEmIgao5daPPM8pw6A40p+keG8XqGXZV642jAgCuvPicJ +e3vTUc8VWxk4XOrIM8aWFmscEjgwUHTipGkX3h+e9crwWjcGlOZ1P/hgh73q +vu0bwoDIzZnAMLy/W6bCi73wudC67nZv+D4DLL1V7e63Gcgs1Ip2x467eVzU +uYSBOearghrul10NMhqOL3GuvqnUWdxf8hMV22w68XNvmj3acP9xPETCzUcY +mPB+HXUA96fvjcI7pjMMmJ0Kyc/A/atb51xqxB6DmMvvinpwf5fp3BvS1R2D +WfXtI8aZDDRRGz0V/MbAMlC1uzSDgXgt3lnpf4/BIe7Dxw3pDDi7RiUvjhqD +qjkq8A0+X5+qO7uEssYgQzDI5uLzJ7h2xFLAHYPpYnZ3RRJe15VpRPOecYCD +H83v4/PNdQarep9xWKpn1HM6loGsy9+9a4LHQTkcDWzB98GaX4bp5Ynj0H5J +vqbhCgPbnr5ektU2Dq4vJdMeXcLr7DBLhW+fAINeiwgG30/Pww5Wr9kwCbXJ +kj0tXgyk610vJywmQYPKBm9PBi72VxVq7ZqE3hd1eyY8GLBxUExbeXwSNgi1 +pq90Z+D9io5Q2dxJ+BrxjeO9h4GxRjODadkpEI+Q6i21ZcBQTjGnlZ6CWz+K +LlXjfX9U3H4toGwa7n7VP106R0PrB80SRbU5WEKyi35n0jD15a998iMspNpY +m2RuQcMPhf15bg+EkSqdpmBCU8ArOsHrjBVBHzzt+JfvU+C/edbygo8YevrR +ltzoj+8R9rnpwyqLkPPi3el2BhQYbgnLiPotgZSpK4r/miEhtNjn+seKxUj2 +JDdW+w0JO1QaHwcESSLjJ2qp7EIS1gzmVqy2k0K7M+QjO6JJODW9WSIpUhrN +6pxh+fuTsNPwkF5hsAyKtI7vumRDwsRAvZ+npyzae8rs59gaEhIq79qs2yyH +UgSWgafkSMir3rgilZBHjZ0XJxZNjULhV5u7q8QUkLmzhWZL1yhs2LRMGk0q +oCiXO4uiC0bhqoRGxuyAIhKpC41iXR6Fptm8zt7aZegE97Gbu+8oxK76MWFf +shw5HB2Z9d0+Cpv9sps/JSqh1xdt/a8To1CulVwsflwZSasf8RqXHIUSeYeE +DjcVJOSqcmGYEUC6TphMqYkqstp5V1HpswDEAw7FryVWoMyGrPyeVwL8P3NN +1UZuJRIinezcSgTgI6K9//zoSmSU1UEcuycACbmoaMcvq1Bcu038fKwAurKL +1t71UkM/G5Zr9IYLYP5MeV5/mxoKCK151xcgAPK7cnKwpTrSV5ivOeAmgD6/ +Fx4yperILdB/X7W9ACL/rMv4R1cDSW9ceyTPTADquaySqVQN1NZkOm+yVgD3 +F33uqhPTRDOmv5bnqAlgRFTp2IcLmqjaoN4+VU4Aq+Vv9c2MaKJPSi1z4+IC +IKoC6gL9tVDPI2OJwRk+sDmfnxVxtZDRYFP8bZIP327fuPjbXhsFnQ28emqQ +DxGrMuuS6rRRu2cyfOfyQaZmuM/cUAdp8ndcDO7mQ0zq+5lyjg7aIB4xdKWV +D3WLV6WdUSDQjXMif5jU8oFMzGM7RBNo240v6X0VfLDleXzddJVAd5gAshyb +oytXRcQQiNP30TER26ku8qhoAoEqQ47K22A/pL1aapMIlOyyfKT8OR989ild +Nc0lUMSSs09vPuNDj/INIe16Ap3WjszcWc4HvSPWH+UaCSSqrlW8BjuqfLZE +uIlAfpKRjWLY652Oe/e3EkjFypf1sowP1y/Yvcx4S6A42dxqA2ybfuELsn8T +6O9v/daypXy4p1+1V2iAQHN6l0oEJXwYCw/WJ78RaLChQa0NO0emn9vxk0D/ +JBjJRmPPW9aYxZIEovViN00U82F/YohsOE2gtRztN93YT7h6Q4fHCNT/X4+g +YuwDIelpVlMEmshOrAzALq/dHbxhmkAxrXGHrbHZkhL2GrMEEjgrK2tgH3Kv +VZOZI1DroPm7uSd8qMw/MzU/TyANM+oWF/v/WOu71w== + "]]}, + "Charting`Private`Tag$475984#1"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]], + Line[CompressedData[" +1:eJwVz3881IcfB/CT36ScX/mR3/Qpmqa0zbK930zispb7RklZztGJmO8kaTTW +hELrh/Ij3/Kj/Kio29dul9qdXX6V44r7fMqPTBozeyTUnXNjn/3xfrxez8fr +r7cjJ4kds4zBYMTQ92/6PvHzYTCmga6EhtfhT1eYXOmUGdH2vzl5vI0Fz0MU +YVU2tMkZtqx1L6TIGpIDPqSd0DuSdu8Q1Paa3TiTSDtzeHdZQzqs6PmdaTU0 +DZjWoOt4Kh8GH+WPewrfgGjKePd1j1JIffjkXHTKLFhaGDZKQ+tgizKtMfK7 +WeAZMHRK79UBw93+cfi5WTjb3Jpm5VgP+WfjtXc2zULgzM4wrz/roSJCK81n +ahaufjumTx2/CW1vNu83584BY/Y3z97CRrCwKyHa//MWpnf8/N+B+3ehOfXL +FrdNCqh1b6t9tkUApe4FfMJXAVy3eUkLRwCZI8J6ly8UoBft0ZuVJ4AAlkWJ +XbwCclP8lt+VC6DftvuISZUCvFScgltJP8Oc5OMNKhMl7AvR+sGlXAiephaV +nTNKkARNyn980QI3Gx+f4t1VwfULsijf0yIIXp6I9iIVSJpDLy6UiuAv3sr5 +/m4VzGWcta+vF4GHE/vQZ3+o4ECXhDPWKYKmC2SwncMC6LVrdkt1xcA/Nsrs +K1gAs0orzsksMQg/U5ZBnBoeO6fVCBNaoZN0brJwWITmFY/G010kwCGYynce +i5Be4Mtt3igBVeoikJ8sglaDSnscJbDe4lnPpYhFuOCT94rYL4HCXYWvLS8t +Qu6GgcB1FyXAlik9bFYswVh+pKWX5kMY7Oq+Za9eAp0X1sgnH4Jy+F6o2RQD +26jj72dy22HcPKx6T+0yFPEo5fdvOmGwIXFQmqeFxRvnLNnbH0OMt9ovg6OD +wjzprwJ/KXQYpKtibfTw+5wHicXDPeC5JbUse14fl3Pzfll5txeONHIKnv1k +iEJ5RugJtgw+t5Hc4h02wvZIw6D5YRm4/V7107rAlXh9vXRP6sEn8JXKW/98 +ljHKC+quGj1/Ajs8o9zrk5l4mnchKZz1FN69bOXu32+Cn7/QG9lw+ymcEZQH +eHibYpvpsbfemn1Q3bLZ9jJhhmzXmYHW3X1QPxpQbq9jjqz84RbW1T7Y9NEq +Y1SYY7GRIkg80Qc5+k5l6pcWyL46mhrj1g9t6mqpXLQKyS5BDUb3Q579+Lug +Jkv0zf3xy4ryfvDmXmt/XmSFF+extkjaD3yX4kbdeGvUezq/8oi6H5rMWGe6 +99igT1JQsJO7HErXpDLvfLAav538dZveLjno8qJOv0fY4uiaBEdBhhw+dT21 +OsDUDmsN9i56VcuBo+Ua9s1rO0xQuglWt8lB3zT75PZhe/QfqjsxOiGHnmsN +75VHOmC2c5hmhS4JS0f51SOPHPDh33ld4ELC9Cvr4mQ/R6x7M8+T+JJAcR9E +MO84Ym/ltS1vI0jIOi4u+3utE94eNyTUqSQ4VjGalJedkJX19THdIhKu6w31 +iHWc8bTmqh1FNSRMaVsdIjOcUXeIlEy0kLDO7AdqYYrebQ/ceSAjgRDyxAkx +LjijXR0ZPk6CQcXQ/xsGXNDPQWOwcoGEsXOFmfNBrtgUJM3vNKLghP3/xOfF +rmi794XrLQcKmPf/pHw81+AnQ8J95Z4U5F7uX+BXrMHWKHh9yZcCsaF9yVFz +Ai12fFO5jU3BdFG1AeskgdK3sa5boyjYNhgx+lEOgYOP3AZyaFesNRUSuQSq +1nJyOmgHi7PitM8Q2Hll8/3tHArqZiI7ROcJ1GA13wyJpoATapXzYRWBrzvY +FyNiKOizLtRwbSVw1j+p4mAcBe4Htz4zlRCoP5WpW0s7m69uWtZG4OiDkNgJ +2u8Hxx8Y6SSw5QZLO+4QBQUZgb+UyQh8WdLdERdPQcDIsgyT3wjcaPUBL+4w +BVfWC3dpvCSw60CZRx3tubTk9dNjBJ5Ln5ycoF3JHBnoniCwlv/FVl4iBUt+ +9z/OmyYwW5WWFZtEQVhRiknaDIGpl5IUNbRvD7hPxs7R/xpHR7+ivS+ltMRf +SeANY5Yt9ysK+KKQ5E0qAhN3+sVX0TYw0g9yUhOoOYKNo7SjwkUOzEUC91gH +/uGYTIGg5qhyaYnA6vC9VlG0/wHWVQgz + "]]}, + "Charting`Private`Tag$475984#2"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], + Line[CompressedData[" +1:eJwVy3s01AkUB/AJCZ3SeJVHnjP9FFkdtYYe94aIpPQQ61EJzWazkbCkNgkj +UpRHHsVMYRRTDllRSPJ+zk9THmsjnJYakVdif/vHPfd+zvd7dTx/P+QtQaPR +nKn5f+/utNhBo4mBOl+yjM7sWq2Q2dCxivK0Y3f7kA28d5xx4qpTboly+Pj6 +GAR2FPhbm4rhT5GDcQXnNOS1K+XG+VG5Voxau0owrG4bpqv2iaGq18jXzCoK +eptiR7aUT8AJk9TR6L9vQ/7Kj4GS9RNQf+IEXy7gDgTtAwmSnICDBexrdyST +Qb5pUiNkYgJYf20d7tZLAYtGt0Mv9L/CQVY7m+OSBvn1RpV2KV+h7M4TO7fM +TAh63Zl4KnASyviFxk/bcmD7bEiRx9VJEGky4o8rcIFmoNXskjgJF8+Olz8/ +woXYm77LDwomoZmRaxYl4kKWq1TIjrFJED85lsbp5UHdxDZ3Za8pOHd/V477 +24egoplGvDn8DUYvyJw/c48PpUHHKzaZzMCjsZ0bB9sF8KioOZr9dB6GxKGb +rQtKoeGtnkBFexF46VVi/9rnMNv//KjSGA25bXydUdcqGFF24jnnSaCymQ0I +/Wqgt8Cvt5UjhY2vIksPB9aCt9mCRbinNJofMSoe3lEH9XKh8z7qMlh7RljA +fvEGtmwPSo+Yk8UMK05EjVkDXCjyjH/3bCUGEKyJ0bBG2K9e+5h9dhXK7XRV +s8hsgk3D3Gcb98qj1lanxrmKZjg3byabdGUNMvKsklKKW8Bhy0kDvj8d3Tin +/BryW2F6sMbL3V0Bd57asxQQ0wZxZRnWRmaKaLGUi8GMduBVbFufSijhi8Rx +Jb9r7cD/YJ2hJa2MUwmNl/LetYMJa+0anFHGSKKP/8qoA6JkddMXBlXwvKJN +W9HFDqhb4LV2V63F2u73WR1VHcDRGpm2FazD0NEI+ibpTjDzyn7zPkEVjU3c +8ldYdkIxI7loha8a7i4L6vYI6wSBkl1ci7M6Xh6PLaOXdMLdDUH0Jz9rYGOB +w9pvI52wgn3y+mZiPd5tKIxhanTBLma0hrWiJrJ70DjLvgs8pZhOF79o4tYo +p/nrwV0gqxgRua9fC3V9ZxabuF3Qll2wOcNDG3/UGsmsa+qCpeBi3kCTNpof +U97a96ULxB/Vkv0tdHDgVEz/Z2UhiLxeuNKf6KCbm5/0O1MhXAmrTv+hr4sv +YysW538Rgg6XJphN1cVoH5lRl1AhPJTpa6uW1kM1Q1a0KEUIY8tVz7wN18M1 +3odOXy0VwkalW6LvY3o4b5i9e6ZDCEQ5u/o3bwZ27vsQFvlZCHJZfSUFPQyk +dwfdZ8uSMJR449KcLROH5R2EMTokXNa6V51UzcQSJUmFEnMS6JX/inZs2YDd +mibMo44kxKSS34uzNqBIPzSgwoeE6pVaacHKBE5LMn/SDSdBnMCTs4sk0Ecj +nmd/iwSbXtcPrCgCzVNjdR9QztJXLCdiCDQQMJJ+ULavvvLr8jgCWS3m9oWJ +JOR/9aivSiLQ2dRSU/42CZ5HVaNMuQS2CrytWpNJEKrdWMasIXD2j4bHFhkk +GJze806xlsCQm8xraZQjihcEEnUENh0NPyCmbGzve2KggUDb2waVmZkkxIfv +fZneQaDIUrgwk0WC9YBEuMI/BC4V98vzs0nINCw/smyQQMs4x3W0HBKmQvwN +xUMEqu3/rOhEOYc+0NMySqDqnGBoGZeEJYtKc46Y+u/njznzSHBKCFQI+Upg +5HDFjULKhT0Gn3ymCOzKlmdIPSDBLfBumtUsgUGcCP0iysVVjv4m81TfIy9F +6iEJcqtkbXUXqD5Lbd6F8kmXKm36IoGPPr0/UES57EHw7NISgX/uGU+VyiXh +P4g0n3I= + "]]}, "Charting`Private`Tag$475984#3"]}}, {}}, { + DisplayFunction -> Identity, Ticks -> {Automatic, Automatic}, + AxesOrigin -> {1.`15.954589770191003, 0}, FrameTicks -> {{Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}, {Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}}, + GridLines -> { + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& , + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& }, + DisplayFunction -> Identity, PlotRangePadding -> {{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.05], + Scaled[0.05]}}, PlotRangeClipping -> True, ImagePadding -> All, + DisplayFunction -> Identity, AspectRatio -> GoldenRatio^(-1), + Axes -> {True, True}, AxesLabel -> {None, None}, AxesOrigin -> {1., 0}, + DisplayFunction :> Identity, Epilog -> {{ + Point[CompressedData[" +1:eJxTTMoPSmViYGAQA2IQfamJEUh+sOd4aaIWk/XZvllPF8w/9JlVvKfks70/ +w9////9/tmeRKanj2/7ZniM+Fij/w77w8o0GM6D85qKDlvf9/9p/5LGdz9H7 +yX7+WgmQgQ5ZwUe7LIw+2Qdqpomva2dykM6qrr7I88n+26M3QPOYHY6eTzkf +Vf3RfodakFIMP4uDecKlWzGXPtoXavMCtXM4TPYr3NiR/NE++b0kM4h/kvGu +z4vAj/bHlDmB8jwOy9bzbFi99oO9zLY5e/7/53eoPdxcs3vCB/tzZv/+g/h6 +H85PzEv8YO+hJQNUL+IQU6eYKSvwwV7S5zBQXtQheeriCFeOD/YLp63/8e2/ +uIO9Xpr086L39v3ukkALJBxql+7z+Wf73t58Msg7Mg7mM3K3GTW+s4+903fo +a4eCw0U3S/97fe/sjTolgfJKDh/33Ax6qfrOPs5nC9B8ZYdli3nWxX16aw8A +JAOcjA== + "]]}, { + Point[CompressedData[" +1:eJxTTMoPSmViYGAQA2IQfamJEUh+sLcPu/xqf2yGXbOeLpjfEngwSbsy2c6f +4e////8/2/O9Ytb+u3ytPUd8LFD+h/0tv/7WzaG77DcXHbS87//Xfkps8dKW +vMP289dKgAx0yC///HHXv6P2gZpp4uvamRx2+4TeT607af/t0RugecwOrurv +DxZ4nLbfoRakFMPP4qCz+mCWcu1p+0JtXqB2Dge2H7N8vvadt09+L8kM4idz +ms3tXnfe/pgyJ1Cex6Hg0dp9ujKX7GW2zdnz/z+/wwLp4jfrJ12yP2f27z+I +L+UgJps185K9h5YMUL2IQ8b7wL0KdlfsJX0OA+VFHQx/dK1WOHzFfuG09T++ +/Rd3uOP6Ulym4qp9v7sk0AIJhx+7DuhPL7hqbz4Z5B0Zh+mSB5an+Fyzj73T +d+hrh4ID+22u/5+ZrtsbdUoC5ZUcPDpS+5kKr9vH+WwBmq/skHfz+IfpN6/b +AwAj3pxV + "]]}, { + Point[CompressedData[" +1:eJxTTMoPSmViYGAQA2IQfamJEUh+sDe62zVtiWyAXbOeLpifFxrxaP+9aDt/ +hr//////bM8rP0/hzsfF9hzxsUD5H/bnG/5NeKW+yX5z0UHL+/5/7S37Lz7k +Or/Lfv5aCZCBDpM78pyWXNtnH6iZJr6uncmBL/33DTXVQ/bfHr0Bmsfs8Ecq +rmbGj8P2O9SClGL4WRwUWZ9+3+1xxL5QmxeoncPB40la1/slx+2T30syg/ix +JQcVTi06bn9MmRMoz+Mwfe90j4SDp+xlts3Z8/8/v8Njr96nnlxn7c+Z/fsP +4l9a8qV4B89Zew8tGaB6EQc7XtnJS20u2Ev6HAbKizpo9gWsZPl+wX7htPU/ +vv0Xd/h9r8jv69uL9v3ukkALJBxqPjK27Xt00d58Msg7Mg5+cr8OJN2+ZB97 +p+/Q1w4Fh2WOYTHrr1+2N+qUBMorOSSGr3fzjLhiH+ezBWi+sgP7e6bvk/9e +sQcALWafjw== + "]]}}, Frame -> {{True, True}, {True, True}}, + FrameLabel -> {{"\!\(\*SubscriptBox[\(A\), \(0\)]\)", None}, { + "q", None}}, FrameStyle -> Directive[ + GrayLevel[0], Bold, 16], + FrameTicks -> {{Automatic, Automatic}, {Automatic, Automatic}}, + GridLines -> {Full, Full}, GridLinesStyle -> Directive[ + GrayLevel[0.5, 0.4]], ImageSize -> Large, LabelStyle -> Directive[ + GrayLevel[0], Bold, 16], + Method -> { + "DefaultBoundaryStyle" -> Automatic, + "DefaultGraphicsInteraction" -> { + "Version" -> 1.2, "TrackMousePosition" -> {True, False}, + "Effects" -> { + "Highlight" -> {"ratio" -> 2}, "HighlightPoint" -> {"ratio" -> 2}, + "Droplines" -> { + "freeformCursorMode" -> True, + "placement" -> {"x" -> "All", "y" -> "None"}}}}, + "DefaultMeshStyle" -> AbsolutePointSize[6], "ScalingFunctions" -> + None, "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}}, + PlotRange -> {{1, 12}, {0., 1.2294231925087233`}}, PlotRangeClipping -> + True, PlotRangePadding -> {{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.02], + Scaled[0.02]}}, Ticks -> {Automatic, Automatic}}], + Placed[ + Unevaluated[ + LineLegend[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]]}, { + "\!\(\*SubscriptBox[\(A\), \(221\)]\)", + "\!\(\*SubscriptBox[\(A\), \(330\)]\)", + "\!\(\*SubscriptBox[\(A\), \(220\)]\)", + "\!\(\*SubscriptBox[\(A\), \(321\)]\)"}, LegendMarkers -> None, + LabelStyle -> Directive[ + GrayLevel[0], Bold, 16], LegendLayout -> "Column"]], {0.9, 0.72}, + Identity]]& ], + AutoDelete->True, + Editable->True, + SelectWithContents->False, + Selectable->True]], "Output", + CellChangeTimes->{{3.79068756780407*^9, 3.790687586187573*^9}, + 3.790687627376944*^9, 3.7906879922400084`*^9, 3.790688711473288*^9, + 3.79273762458565*^9, 3.7927382581890173`*^9, 3.792741380451532*^9, + 3.794718522490942*^9, 3.794719837017642*^9, {3.794719901451211*^9, + 3.794719905110763*^9}, {3.794719956580286*^9, 3.794719983994754*^9}, + 3.794720335553652*^9, 3.794722754401965*^9, 3.7947229096231737`*^9, { + 3.794722947375093*^9, 3.7947229658052588`*^9}, 3.794739601959002*^9, + 3.794739782946072*^9, 3.7947997158826647`*^9, {3.794800274467531*^9, + 3.7948002838256073`*^9}, 3.794800314967833*^9, 3.7956055989906187`*^9, + 3.796095195540913*^9, 3.796350412894023*^9, 3.796350493609541*^9, + 3.7963581188462057`*^9, 3.796541235674117*^9, 3.79714135837306*^9, + 3.797155053368677*^9, 3.7999791348378067`*^9, 3.7999792619868317`*^9, + 3.7999867364383183`*^9}, + CellLabel-> + "Out[947]=",ExpressionUUID->"08215bd3-e6db-4a73-9232-4d0de0981b53"] +}, Open ]], + +Cell[BoxData[ + RowBox[{"(*", " ", + RowBox[{"Compute", " ", "the", " ", "phase"}], " ", "*)"}]], "Input", + CellChangeTimes->{{3.784277321544189*^9, 3.784277350761631*^9}, { + 3.784277870454714*^9, 3.784277911753647*^9}, {3.7842779716062717`*^9, + 3.784277975314348*^9}, {3.784285904783442*^9, 3.784285918430057*^9}, { + 3.799979284837834*^9, 3.799979296931732*^9}}, + CellLabel-> + "In[948]:=",ExpressionUUID->"34e23754-e6ba-478a-9518-52a0a20acdc0"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"campst0", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"Flatten", "[", + RowBox[{ + RowBox[{"t0ampsdataalltest", "[", + RowBox[{"[", "i", "]"}], "]"}], ",", "1"}], "]"}], "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Length", "@", "tag"}]}], "}"}]}], "]"}]}], ";"}]], "Input", + CellChangeTimes->{{3.7842773027840967`*^9, 3.784277318572165*^9}, { + 3.7842773597796373`*^9, 3.784277542344664*^9}, {3.7845307984308147`*^9, + 3.7845308096063957`*^9}, 3.7845312377563257`*^9, {3.784531286587538*^9, + 3.7845313051641073`*^9}, 3.78557851895393*^9, 3.785582670748349*^9}, + CellLabel-> + "In[949]:=",ExpressionUUID->"605ca4e2-a88a-435e-bd4c-35e4ff5c2db8"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{"phase220d", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"q", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"q", "+", "1"}], ")"}], "^", "2"}]}], ",", + RowBox[{"Mod", "[", + RowBox[{ + RowBox[{"Arg", "/@", + RowBox[{"campst0", "[", + RowBox[{"[", + RowBox[{"All", ",", "1", ",", "1"}], "]"}], "]"}]}], ",", + RowBox[{"2", "\[Pi]"}]}], "]"}]}], "}"}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"phase221d", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"q", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"q", "+", "1"}], ")"}], "^", "2"}]}], ",", + RowBox[{"Mod", "[", + RowBox[{ + RowBox[{ + RowBox[{"Arg", "/@", + RowBox[{"campst0", "[", + RowBox[{"[", + RowBox[{"All", ",", "1", ",", "2"}], "]"}], "]"}]}], "-", + "\[Pi]"}], ",", + RowBox[{"2", "\[Pi]"}]}], "]"}]}], "}"}], "]"}]}], ";"}]}], "Input", + CellChangeTimes->{{3.7856462603296757`*^9, 3.785646394567872*^9}, { + 3.787641202975778*^9, 3.787641204115053*^9}}, + CellLabel-> + "In[950]:=",ExpressionUUID->"a3b4638a-b252-4854-bcc5-57f13a8a2040"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{"phase210d", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"q", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"q", "+", "1"}], ")"}], "^", "2"}]}], ",", + RowBox[{"Mod", "[", + RowBox[{ + RowBox[{ + RowBox[{"Arg", "/@", + RowBox[{"campst0", "[", + RowBox[{"[", + RowBox[{"All", ",", "2", ",", "1"}], "]"}], "]"}]}], "-", + RowBox[{"\[Pi]", "/", "2"}]}], ",", + RowBox[{"2", "\[Pi]"}]}], "]"}]}], "}"}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"phase211d", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"q", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"q", "+", "1"}], ")"}], "^", "2"}]}], ",", + RowBox[{"Mod", "[", + RowBox[{ + RowBox[{ + RowBox[{"Arg", "/@", + RowBox[{"campst0", "[", + RowBox[{"[", + RowBox[{"All", ",", "2", ",", "2"}], "]"}], "]"}]}], "+", + "\[Pi]"}], ",", + RowBox[{"2", "\[Pi]"}]}], "]"}]}], "}"}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"phase330d", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"q", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"q", "+", "1"}], ")"}], "^", "2"}]}], ",", + RowBox[{"Mod", "[", + RowBox[{ + RowBox[{"Arg", "/@", + RowBox[{"campst0", "[", + RowBox[{"[", + RowBox[{"All", ",", "3", ",", "1"}], "]"}], "]"}]}], ",", + RowBox[{"2", "\[Pi]"}]}], "]"}]}], "}"}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"phase331d", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"q", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"q", "+", "1"}], ")"}], "^", "2"}]}], ",", + RowBox[{"Mod", "[", + RowBox[{ + RowBox[{ + RowBox[{"Arg", "/@", + RowBox[{"campst0", "[", + RowBox[{"[", + RowBox[{"All", ",", "3", ",", "2"}], "]"}], "]"}]}], "+", + "\[Pi]"}], ",", + RowBox[{"2", "\[Pi]"}]}], "]"}]}], "}"}], "]"}]}], ";"}]}], "Input", + CellChangeTimes->{{3.785646407826089*^9, 3.7856465022518806`*^9}, { + 3.785664270229966*^9, 3.785664270483049*^9}, {3.785664346680513*^9, + 3.785664347537425*^9}, {3.7856644639703693`*^9, 3.785664473387291*^9}, { + 3.787641099465748*^9, 3.787641127155019*^9}, {3.787641220374497*^9, + 3.7876412761289797`*^9}, {3.790675230587782*^9, 3.790675255183267*^9}}, + CellLabel-> + "In[952]:=",ExpressionUUID->"ef2a9d60-b56a-45c3-8f1e-9c9e808adf25"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{"dataq", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + FractionBox[ + RowBox[{"1", "+", + SqrtBox[ + RowBox[{"1", "-", + RowBox[{"4", " ", + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}]], "-", + RowBox[{"2", " ", + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}], + RowBox[{"2", " ", + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]], ",", + RowBox[{ + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "-", + RowBox[{"phase221d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}]}]}], "}"}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"dataq2210ph", "=", + RowBox[{"Drop", "[", + RowBox[{ + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"dataq", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{"Mod", "[", + RowBox[{ + RowBox[{"dataq", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], ",", + RowBox[{"2", "\[Pi]"}]}], "]"}]}], "}"}], "]"}], ",", + RowBox[{"{", + RowBox[{"-", "4"}], "}"}]}], "]"}]}], ";"}]}], "Input", + CellChangeTimes->{{3.7906751655299*^9, 3.7906751763416348`*^9}, { + 3.792737538983851*^9, 3.792737540697185*^9}, {3.792737631319223*^9, + 3.7927376362794847`*^9}, {3.79472204680768*^9, 3.794722048864622*^9}, { + 3.794722979678946*^9, 3.794722980667346*^9}}, + CellLabel-> + "In[956]:=",ExpressionUUID->"966befb4-6b1b-43a8-913f-38b0276fd80b"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{"dataq", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + FractionBox[ + RowBox[{"1", "+", + SqrtBox[ + RowBox[{"1", "-", + RowBox[{"4", " ", + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}]], "-", + RowBox[{"2", " ", + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}], + RowBox[{"2", " ", + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]], ",", + RowBox[{ + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "-", + RowBox[{"phase210d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}]}]}], "}"}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"dataq210ph", "=", + RowBox[{"Delete", "[", + RowBox[{ + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"dataq", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{"Mod", "[", + RowBox[{ + RowBox[{"dataq", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], ",", + RowBox[{"2", "\[Pi]"}]}], "]"}]}], "}"}], "]"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", "1", "}"}], ",", + RowBox[{"{", "2", "}"}]}], "}"}]}], "]"}]}], ";"}]}], "Input", + CellChangeTimes->{{3.7906752084058523`*^9, 3.790675223453661*^9}, { + 3.790675343648275*^9, 3.790675350153137*^9}, {3.7906827679623327`*^9, + 3.7906827700141706`*^9}, {3.794722052014942*^9, 3.794722052888445*^9}, + 3.794722289720661*^9, 3.794722383141808*^9, {3.79472298497344*^9, + 3.794722985357209*^9}}, + CellLabel-> + "In[958]:=",ExpressionUUID->"1e3cea1b-7eb5-498a-a82b-bb3dbe195961"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{"dataq", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + FractionBox[ + RowBox[{"1", "+", + SqrtBox[ + RowBox[{"1", "-", + RowBox[{"4", " ", + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}]], "-", + RowBox[{"2", " ", + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}], + RowBox[{"2", " ", + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]], ",", + RowBox[{ + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "-", + RowBox[{"phase330d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}]}]}], "}"}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"dataq330ph", "=", + RowBox[{"Delete", "[", + RowBox[{ + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"dataq", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{"Mod", "[", + RowBox[{ + RowBox[{"dataq", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], ",", + RowBox[{"2", "\[Pi]"}]}], "]"}]}], "}"}], "]"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", "1", "}"}], ",", + RowBox[{"{", "2", "}"}]}], "}"}]}], "]"}]}], ";"}]}], "Input", + CellChangeTimes->{{3.7906752084058523`*^9, 3.790675223453661*^9}, { + 3.790675343648275*^9, 3.790675350153137*^9}, {3.790675388928008*^9, + 3.790675395834998*^9}, {3.790682773419422*^9, 3.790682775808734*^9}, { + 3.7947220550631237`*^9, 3.794722055360767*^9}, {3.794722440999053*^9, + 3.7947224413863792`*^9}, {3.7947229896735907`*^9, 3.7947229907020893`*^9}}, + CellLabel-> + "In[960]:=",ExpressionUUID->"c7a7bc6b-e5f9-47f1-bd84-19c04226c4ec"], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{"fit2210ph", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"dataq2210ph", ",", + RowBox[{ + RowBox[{"aa", " ", "/", + RowBox[{"(", + RowBox[{ + RowBox[{"qq", "^", "2"}], "+", + RowBox[{"cc", "^", "2"}]}], ")"}]}], "+", "bb"}], ",", + RowBox[{"{", + RowBox[{"aa", ",", "bb", ",", "cc"}], "}"}], ",", "qq", ",", + RowBox[{"MaxIterations", "\[Rule]", "Infinity"}]}], + "]"}]}], "\[IndentingNewLine]", + RowBox[{"fit2210phn", "=", + RowBox[{"Normal", "@", "fit2210ph"}]}], "\[IndentingNewLine]", + RowBox[{"fit2210phn1", "=", + RowBox[{ + RowBox[{"fit2210ph", "[", + RowBox[{"\"\<MeanPredictionBands\>\"", ",", + RowBox[{"ConfidenceLevel", "\[Rule]", "0.99"}]}], "]"}], "[", + RowBox[{"[", "1", "]"}], "]"}]}], "\[IndentingNewLine]", + RowBox[{"fit2210phn2", "=", + RowBox[{ + RowBox[{"fit2210ph", "[", + RowBox[{"\"\<MeanPredictionBands\>\"", ",", + RowBox[{"ConfidenceLevel", "\[Rule]", "0.99"}]}], "]"}], "[", + RowBox[{"[", "2", "]"}], "]"}]}], "\[IndentingNewLine]", + RowBox[{"fit2210phn1v1", "=", + RowBox[{ + RowBox[{"fit2210ph", "[", + RowBox[{"\"\<MeanPredictionBands\>\"", ",", + RowBox[{"ConfidenceLevel", "\[Rule]", "0.9"}]}], "]"}], "[", + RowBox[{"[", "1", "]"}], "]"}]}], "\[IndentingNewLine]", + RowBox[{"fit2210phn2v2", "=", + RowBox[{ + RowBox[{"fit2210ph", "[", + RowBox[{"\"\<MeanPredictionBands\>\"", ",", + RowBox[{"ConfidenceLevel", "\[Rule]", "0.9"}]}], "]"}], "[", + RowBox[{"[", "2", "]"}], "]"}]}]}], "Input", + CellChangeTimes->{{3.79051651076999*^9, 3.790516551441586*^9}, { + 3.790516584036496*^9, 3.7905166196464853`*^9}, {3.790516669752849*^9, + 3.790516704405472*^9}, {3.790675190054287*^9, 3.79067519902309*^9}, { + 3.794722038731042*^9, 3.794722067296977*^9}, {3.794722284547132*^9, + 3.794722310316136*^9}, {3.794722994368788*^9, 3.7947229970063972`*^9}, { + 3.794738718373263*^9, 3.794738749072591*^9}, {3.794799809740061*^9, + 3.794799826505603*^9}, {3.794799875199761*^9, 3.7947999198924828`*^9}}, + CellLabel-> + "In[962]:=",ExpressionUUID->"5ffb47a3-46d0-40e7-bcfd-5f7fab11f3f7"], + +Cell[BoxData[ + TagBox[ + RowBox[{"FittedModel", "[", + TagBox[ + PanelBox[ + TagBox[ + RowBox[{"0.43407200787487765`", "\[VeryThinSpace]", "+", + FractionBox["4.398563629342187`", + RowBox[{"48.73616483984467`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]}], + Short[#, 2]& ], + FrameMargins->5], + Editable -> False], "]"}], + InterpretTemplate[ + FittedModel[{ + "Nonlinear", {$CellContext`aa -> 4.398563629342187, $CellContext`bb -> + 0.43407200787487765`, $CellContext`cc -> + 6.981129195183589}, {{$CellContext`qq}, $CellContext`bb + \ +$CellContext`aa/($CellContext`cc^2 + $CellContext`qq^2)}}, { + 1}, CompressedData[" +1:eJxTTMoPSmViYGAQBWIQDQEf7OfWTYqQ3fXAHijGAeJ3fu5ju3zogX04w9// +//9/ttdzY33yMOaBPVt8LFD9D/tbOdkzr4U/sN9RdNDyvv9f+28cZ/Mu7H5g +v3CtBCNQgcOLblnvf5ce2Adppomva2dy2LG+o1u/5YH9j0dvgOYxO+w7dlrK +/egD+21qQUox/CwOHVxuBc0FD+zztXmB2jkclFKehO5weGCf/l6SGcRXSz77 +Vdj/gf0xZU6gPI8Dm4TzpwMhD+zlt83Z8/8/v4OXhIpxCdMD+8tm//6D+HJ9 +XLf+yj+w99SSAaoXceg4nbjXsvW+vaTPYaC8qEOMVt9Lfp779gumrf/x7b+4 +A4fFJpUF3+/Z97tLAi2QcCgRvmUhK3bfPvZO36GvHQoOJ965zlGXuGdv1CkJ +NE/JYQm7kXIg9z37eJ8tQPOUHSy+Rh9JO3PXHgBQYJGo + "], + Function[Null, + Internal`LocalizedBlock[{$CellContext`aa, $CellContext`bb, \ +$CellContext`cc, $CellContext`qq}, #], {HoldAll}], MaxIterations -> + DirectedInfinity[1]]& ], + Editable->False, + SelectWithContents->True, + Selectable->True]], "Output", + CellChangeTimes->{{3.7905165185459137`*^9, 3.790516551657776*^9}, { + 3.790516593984029*^9, 3.790516619953784*^9}, {3.7905166706719217`*^9, + 3.7905167216371307`*^9}, {3.790517296963595*^9, 3.790517319490363*^9}, + 3.790517441414806*^9, 3.7905177119068604`*^9, 3.790675155647561*^9, { + 3.7906751904680367`*^9, 3.790675199485177*^9}, 3.790675350974613*^9, + 3.790682654513618*^9, 3.790682780229388*^9, 3.790682836688469*^9, + 3.7906835191310377`*^9, 3.790683838603756*^9, 3.790686958214081*^9, + 3.790687992792964*^9, 3.790688711911783*^9, {3.792737625377743*^9, + 3.792737638411585*^9}, 3.7927382612755537`*^9, 3.792741381943693*^9, + 3.794718522748939*^9, 3.794720345813198*^9, 3.7947220355490847`*^9, + 3.794722067655922*^9, {3.794722218121499*^9, 3.794722236316163*^9}, { + 3.7947223030564957`*^9, 3.7947223107364597`*^9}, 3.794722760476997*^9, + 3.7947229981800413`*^9, 3.794723041726877*^9, {3.79473874581314*^9, + 3.794738749380464*^9}, 3.794739783016212*^9, 3.794740249035774*^9, + 3.794740296071082*^9, 3.7947997178717403`*^9, {3.7947998175251703`*^9, + 3.794799826972497*^9}, {3.7947998876615868`*^9, 3.794799920177733*^9}, + 3.795605599886374*^9, 3.796095195670144*^9, 3.7963504158984222`*^9, + 3.79635811933985*^9, 3.796541235828883*^9, 3.797141358829776*^9, + 3.797155053463764*^9, 3.7999793044969263`*^9, 3.799986736569529*^9}, + CellLabel-> + "Out[962]=",ExpressionUUID->"13ab1f55-2590-44ca-84d8-7ba8aec5a44f"], + +Cell[BoxData[ + RowBox[{"0.43407200787487765`", "\[VeryThinSpace]", "+", + FractionBox["4.398563629342187`", + RowBox[{"48.73616483984467`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]}]], "Output", + CellChangeTimes->{{3.7905165185459137`*^9, 3.790516551657776*^9}, { + 3.790516593984029*^9, 3.790516619953784*^9}, {3.7905166706719217`*^9, + 3.7905167216371307`*^9}, {3.790517296963595*^9, 3.790517319490363*^9}, + 3.790517441414806*^9, 3.7905177119068604`*^9, 3.790675155647561*^9, { + 3.7906751904680367`*^9, 3.790675199485177*^9}, 3.790675350974613*^9, + 3.790682654513618*^9, 3.790682780229388*^9, 3.790682836688469*^9, + 3.7906835191310377`*^9, 3.790683838603756*^9, 3.790686958214081*^9, + 3.790687992792964*^9, 3.790688711911783*^9, {3.792737625377743*^9, + 3.792737638411585*^9}, 3.7927382612755537`*^9, 3.792741381943693*^9, + 3.794718522748939*^9, 3.794720345813198*^9, 3.7947220355490847`*^9, + 3.794722067655922*^9, {3.794722218121499*^9, 3.794722236316163*^9}, { + 3.7947223030564957`*^9, 3.7947223107364597`*^9}, 3.794722760476997*^9, + 3.7947229981800413`*^9, 3.794723041726877*^9, {3.79473874581314*^9, + 3.794738749380464*^9}, 3.794739783016212*^9, 3.794740249035774*^9, + 3.794740296071082*^9, 3.7947997178717403`*^9, {3.7947998175251703`*^9, + 3.794799826972497*^9}, {3.7947998876615868`*^9, 3.794799920177733*^9}, + 3.795605599886374*^9, 3.796095195670144*^9, 3.7963504158984222`*^9, + 3.79635811933985*^9, 3.796541235828883*^9, 3.797141358829776*^9, + 3.797155053463764*^9, 3.7999793044969263`*^9, 3.799986736570734*^9}, + CellLabel-> + "Out[963]=",ExpressionUUID->"87ac42fa-b8ff-4171-9e0f-979af8f75edc"], + +Cell[BoxData[ + FractionBox[ + RowBox[{"25.55356855749458`", "\[VeryThinSpace]", "-", + RowBox[{"140.28414936106904`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"32.72307244866124`", "\[VeryThinSpace]", "-", + RowBox[{"6.698119241660301`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.7369438014659955`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.018592970040484345`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.00017769037565624167`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"48.73616483984467`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}], "+", + RowBox[{ + SuperscriptBox["qq", "2"], " ", + RowBox[{"(", + RowBox[{"0.43407200787487765`", "\[VeryThinSpace]", "-", + RowBox[{"2.8784404727386046`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"32.72307244866124`", "\[VeryThinSpace]", "-", + RowBox[{"6.698119241660301`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.7369438014659955`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.018592970040484345`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.00017769037565624167`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"48.73616483984467`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}]}], ")"}]}]}], + RowBox[{"48.73616483984467`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]], "Output", + CellChangeTimes->{{3.7905165185459137`*^9, 3.790516551657776*^9}, { + 3.790516593984029*^9, 3.790516619953784*^9}, {3.7905166706719217`*^9, + 3.7905167216371307`*^9}, {3.790517296963595*^9, 3.790517319490363*^9}, + 3.790517441414806*^9, 3.7905177119068604`*^9, 3.790675155647561*^9, { + 3.7906751904680367`*^9, 3.790675199485177*^9}, 3.790675350974613*^9, + 3.790682654513618*^9, 3.790682780229388*^9, 3.790682836688469*^9, + 3.7906835191310377`*^9, 3.790683838603756*^9, 3.790686958214081*^9, + 3.790687992792964*^9, 3.790688711911783*^9, {3.792737625377743*^9, + 3.792737638411585*^9}, 3.7927382612755537`*^9, 3.792741381943693*^9, + 3.794718522748939*^9, 3.794720345813198*^9, 3.7947220355490847`*^9, + 3.794722067655922*^9, {3.794722218121499*^9, 3.794722236316163*^9}, { + 3.7947223030564957`*^9, 3.7947223107364597`*^9}, 3.794722760476997*^9, + 3.7947229981800413`*^9, 3.794723041726877*^9, {3.79473874581314*^9, + 3.794738749380464*^9}, 3.794739783016212*^9, 3.794740249035774*^9, + 3.794740296071082*^9, 3.7947997178717403`*^9, {3.7947998175251703`*^9, + 3.794799826972497*^9}, {3.7947998876615868`*^9, 3.794799920177733*^9}, + 3.795605599886374*^9, 3.796095195670144*^9, 3.7963504158984222`*^9, + 3.79635811933985*^9, 3.796541235828883*^9, 3.797141358829776*^9, + 3.797155053463764*^9, 3.7999793044969263`*^9, 3.79998673664885*^9}, + CellLabel-> + "Out[964]=",ExpressionUUID->"a9fa8e4e-e0fe-4573-a194-87d0d8489a5b"], + +Cell[BoxData[ + FractionBox[ + RowBox[{"25.55356855749458`", "\[VeryThinSpace]", "+", + RowBox[{"140.28414936106904`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"32.72307244866124`", "\[VeryThinSpace]", "-", + RowBox[{"6.698119241660301`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.7369438014659955`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.018592970040484345`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.00017769037565624167`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"48.73616483984467`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}], "+", + RowBox[{ + SuperscriptBox["qq", "2"], " ", + RowBox[{"(", + RowBox[{"0.43407200787487765`", "\[VeryThinSpace]", "+", + RowBox[{"2.8784404727386046`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"32.72307244866124`", "\[VeryThinSpace]", "-", + RowBox[{"6.698119241660301`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.7369438014659955`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.018592970040484345`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.00017769037565624167`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"48.73616483984467`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}]}], ")"}]}]}], + RowBox[{"48.73616483984467`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]], "Output", + CellChangeTimes->{{3.7905165185459137`*^9, 3.790516551657776*^9}, { + 3.790516593984029*^9, 3.790516619953784*^9}, {3.7905166706719217`*^9, + 3.7905167216371307`*^9}, {3.790517296963595*^9, 3.790517319490363*^9}, + 3.790517441414806*^9, 3.7905177119068604`*^9, 3.790675155647561*^9, { + 3.7906751904680367`*^9, 3.790675199485177*^9}, 3.790675350974613*^9, + 3.790682654513618*^9, 3.790682780229388*^9, 3.790682836688469*^9, + 3.7906835191310377`*^9, 3.790683838603756*^9, 3.790686958214081*^9, + 3.790687992792964*^9, 3.790688711911783*^9, {3.792737625377743*^9, + 3.792737638411585*^9}, 3.7927382612755537`*^9, 3.792741381943693*^9, + 3.794718522748939*^9, 3.794720345813198*^9, 3.7947220355490847`*^9, + 3.794722067655922*^9, {3.794722218121499*^9, 3.794722236316163*^9}, { + 3.7947223030564957`*^9, 3.7947223107364597`*^9}, 3.794722760476997*^9, + 3.7947229981800413`*^9, 3.794723041726877*^9, {3.79473874581314*^9, + 3.794738749380464*^9}, 3.794739783016212*^9, 3.794740249035774*^9, + 3.794740296071082*^9, 3.7947997178717403`*^9, {3.7947998175251703`*^9, + 3.794799826972497*^9}, {3.7947998876615868`*^9, 3.794799920177733*^9}, + 3.795605599886374*^9, 3.796095195670144*^9, 3.7963504158984222`*^9, + 3.79635811933985*^9, 3.796541235828883*^9, 3.797141358829776*^9, + 3.797155053463764*^9, 3.7999793044969263`*^9, 3.799986736650876*^9}, + CellLabel-> + "Out[965]=",ExpressionUUID->"3b102d38-c034-4bc3-bdb3-84cd22bc02c0"], + +Cell[BoxData[ + FractionBox[ + RowBox[{"25.55356855749458`", "\[VeryThinSpace]", "-", + RowBox[{"84.51160977488718`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"32.72307244866124`", "\[VeryThinSpace]", "-", + RowBox[{"6.698119241660301`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.7369438014659955`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.018592970040484345`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.00017769037565624167`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"48.73616483984467`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}], "+", + RowBox[{ + SuperscriptBox["qq", "2"], " ", + RowBox[{"(", + RowBox[{"0.43407200787487765`", "\[VeryThinSpace]", "-", + RowBox[{"1.7340636066175232`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"32.72307244866124`", "\[VeryThinSpace]", "-", + RowBox[{"6.698119241660301`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.7369438014659955`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.018592970040484345`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.00017769037565624167`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"48.73616483984467`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}]}], ")"}]}]}], + RowBox[{"48.73616483984467`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]], "Output", + CellChangeTimes->{{3.7905165185459137`*^9, 3.790516551657776*^9}, { + 3.790516593984029*^9, 3.790516619953784*^9}, {3.7905166706719217`*^9, + 3.7905167216371307`*^9}, {3.790517296963595*^9, 3.790517319490363*^9}, + 3.790517441414806*^9, 3.7905177119068604`*^9, 3.790675155647561*^9, { + 3.7906751904680367`*^9, 3.790675199485177*^9}, 3.790675350974613*^9, + 3.790682654513618*^9, 3.790682780229388*^9, 3.790682836688469*^9, + 3.7906835191310377`*^9, 3.790683838603756*^9, 3.790686958214081*^9, + 3.790687992792964*^9, 3.790688711911783*^9, {3.792737625377743*^9, + 3.792737638411585*^9}, 3.7927382612755537`*^9, 3.792741381943693*^9, + 3.794718522748939*^9, 3.794720345813198*^9, 3.7947220355490847`*^9, + 3.794722067655922*^9, {3.794722218121499*^9, 3.794722236316163*^9}, { + 3.7947223030564957`*^9, 3.7947223107364597`*^9}, 3.794722760476997*^9, + 3.7947229981800413`*^9, 3.794723041726877*^9, {3.79473874581314*^9, + 3.794738749380464*^9}, 3.794739783016212*^9, 3.794740249035774*^9, + 3.794740296071082*^9, 3.7947997178717403`*^9, {3.7947998175251703`*^9, + 3.794799826972497*^9}, {3.7947998876615868`*^9, 3.794799920177733*^9}, + 3.795605599886374*^9, 3.796095195670144*^9, 3.7963504158984222`*^9, + 3.79635811933985*^9, 3.796541235828883*^9, 3.797141358829776*^9, + 3.797155053463764*^9, 3.7999793044969263`*^9, 3.799986736730543*^9}, + CellLabel-> + "Out[966]=",ExpressionUUID->"2dc59bf2-c47e-4d07-a457-da9dd6108025"], + +Cell[BoxData[ + FractionBox[ + RowBox[{"25.55356855749458`", "\[VeryThinSpace]", "+", + RowBox[{"84.51160977488718`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"32.72307244866124`", "\[VeryThinSpace]", "-", + RowBox[{"6.698119241660301`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.7369438014659955`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.018592970040484345`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.00017769037565624167`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"48.73616483984467`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}], "+", + RowBox[{ + SuperscriptBox["qq", "2"], " ", + RowBox[{"(", + RowBox[{"0.43407200787487765`", "\[VeryThinSpace]", "+", + RowBox[{"1.7340636066175232`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"32.72307244866124`", "\[VeryThinSpace]", "-", + RowBox[{"6.698119241660301`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.7369438014659955`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.018592970040484345`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.00017769037565624167`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"48.73616483984467`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}]}], ")"}]}]}], + RowBox[{"48.73616483984467`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]], "Output", + CellChangeTimes->{{3.7905165185459137`*^9, 3.790516551657776*^9}, { + 3.790516593984029*^9, 3.790516619953784*^9}, {3.7905166706719217`*^9, + 3.7905167216371307`*^9}, {3.790517296963595*^9, 3.790517319490363*^9}, + 3.790517441414806*^9, 3.7905177119068604`*^9, 3.790675155647561*^9, { + 3.7906751904680367`*^9, 3.790675199485177*^9}, 3.790675350974613*^9, + 3.790682654513618*^9, 3.790682780229388*^9, 3.790682836688469*^9, + 3.7906835191310377`*^9, 3.790683838603756*^9, 3.790686958214081*^9, + 3.790687992792964*^9, 3.790688711911783*^9, {3.792737625377743*^9, + 3.792737638411585*^9}, 3.7927382612755537`*^9, 3.792741381943693*^9, + 3.794718522748939*^9, 3.794720345813198*^9, 3.7947220355490847`*^9, + 3.794722067655922*^9, {3.794722218121499*^9, 3.794722236316163*^9}, { + 3.7947223030564957`*^9, 3.7947223107364597`*^9}, 3.794722760476997*^9, + 3.7947229981800413`*^9, 3.794723041726877*^9, {3.79473874581314*^9, + 3.794738749380464*^9}, 3.794739783016212*^9, 3.794740249035774*^9, + 3.794740296071082*^9, 3.7947997178717403`*^9, {3.7947998175251703`*^9, + 3.794799826972497*^9}, {3.7947998876615868`*^9, 3.794799920177733*^9}, + 3.795605599886374*^9, 3.796095195670144*^9, 3.7963504158984222`*^9, + 3.79635811933985*^9, 3.796541235828883*^9, 3.797141358829776*^9, + 3.797155053463764*^9, 3.7999793044969263`*^9, 3.799986736732654*^9}, + CellLabel-> + "Out[967]=",ExpressionUUID->"ae25fd4b-b2e3-4980-b281-848f65983aed"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{"fit210ph", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"dataq210ph", ",", + RowBox[{ + RowBox[{"aa", " ", "/", + RowBox[{"(", + RowBox[{ + RowBox[{"qq", "^", "2"}], "+", + RowBox[{"cc", "^", "2"}]}], ")"}]}], "+", "bb"}], ",", + RowBox[{"{", + RowBox[{"aa", ",", "bb", ",", "cc"}], "}"}], ",", "qq", ",", + RowBox[{"MaxIterations", "\[Rule]", "Infinity"}]}], + "]"}]}], "\[IndentingNewLine]", + RowBox[{"fit210phn", "=", + RowBox[{"Normal", "@", "fit210ph"}]}], "\[IndentingNewLine]", + RowBox[{"fit210phn1", "=", + RowBox[{ + RowBox[{"fit210ph", "[", + RowBox[{"\"\<MeanPredictionBands\>\"", ",", + RowBox[{"ConfidenceLevel", "\[Rule]", "0.9"}]}], "]"}], "[", + RowBox[{"[", "1", "]"}], "]"}]}], "\[IndentingNewLine]", + RowBox[{"fit210phn2", "=", + RowBox[{ + RowBox[{"fit210ph", "[", + RowBox[{"\"\<MeanPredictionBands\>\"", ",", + RowBox[{"ConfidenceLevel", "\[Rule]", "0.9"}]}], "]"}], "[", + RowBox[{"[", "2", "]"}], "]"}]}]}], "Input", + CellChangeTimes->{{3.794722324114378*^9, 3.794722329705182*^9}, + 3.7947224340898943`*^9, {3.794722999650587*^9, 3.794723002018659*^9}, { + 3.794738755119925*^9, 3.794738779358459*^9}, {3.794799961272931*^9, + 3.794799963019631*^9}, {3.7963502685702057`*^9, 3.7963502692558823`*^9}}, + CellLabel-> + "In[968]:=",ExpressionUUID->"0ca4e1a3-0b45-4f90-9c56-cf5f7bcfa867"], + +Cell[BoxData[ + TagBox[ + RowBox[{"FittedModel", "[", + TagBox[ + PanelBox[ + TagBox[ + RowBox[{"1.5256973268955587`", "\[VeryThinSpace]", "-", + FractionBox["8.20721073063238`", + RowBox[{"9.857375963819534`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]}], + Short[#, 2]& ], + FrameMargins->5], + Editable -> False], "]"}], + InterpretTemplate[ + FittedModel[{ + "Nonlinear", {$CellContext`aa -> -8.20721073063238, $CellContext`bb -> + 1.5256973268955587`, $CellContext`cc -> -3.13964583413791}, \ +{{$CellContext`qq}, $CellContext`bb + $CellContext`aa/($CellContext`cc^2 + \ +$CellContext`qq^2)}}, {1}, CompressedData[" +1:eJxTTMoPSmViYGAQAWIQHc7w9////5/tPb7qOE3Y89KeLT4WKPrDXsBeZcOk +l6/sdxQdtLzv/9eeY02b7K5bb+wXrpVgBCpwMHhkZvj84Vv7IM008XXtTA4H +Qg88a3nw3v7HozdA85gddoRc2y4b/sF+m1qQUgw/i0OrBdfxYyEf7PO1eYHa +ORx+qmde2Nf50T79vSQziO/SeHZ5WO9H+2PKnEB5HofKk7vO8Zd9spffNmfP +///8DgWry4R1/D7bXzb79x/EPzHdjlPK8bO9p5YMyDcOizpTDhzq+mIv6XMY +KC/qcPwpq0iJ8Ff7BdPW//j2X9zhbpC1xL2Mr/b97pJACyQcPvbzxFzO+Wpv +NRnkHRkH89NTVd/wf7OPvdN36GuHggOTrlHO6xPf7I06JYHySg6M706c2y/8 +3T7eZwvQfGWHjpOC3p+zvtsDALrBkfE= + "], + Function[Null, + Internal`LocalizedBlock[{$CellContext`aa, $CellContext`bb, \ +$CellContext`cc, $CellContext`qq}, #], {HoldAll}], MaxIterations -> + DirectedInfinity[1]]& ], + Editable->False, + SelectWithContents->True, + Selectable->True]], "Output", + CellChangeTimes->{ + 3.794722330561166*^9, 3.794722431598096*^9, 3.7947227609311123`*^9, + 3.794723002622353*^9, 3.7947230426021976`*^9, {3.794738776877266*^9, + 3.794738779649013*^9}, 3.794739783138475*^9, 3.794799718227612*^9, + 3.794799963548465*^9, 3.795605600139535*^9, 3.796095195889126*^9, + 3.7963504163870077`*^9, 3.796358120040326*^9, 3.796541236004231*^9, + 3.797141359182459*^9, 3.797155053721621*^9, 3.7999793113464813`*^9, + 3.7999867367410173`*^9}, + CellLabel-> + "Out[968]=",ExpressionUUID->"68d693a0-1e7c-4ee8-bd39-b80836881ad8"], + +Cell[BoxData[ + RowBox[{"1.5256973268955587`", "\[VeryThinSpace]", "-", + FractionBox["8.20721073063238`", + RowBox[{"9.857375963819534`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]}]], "Output", + CellChangeTimes->{ + 3.794722330561166*^9, 3.794722431598096*^9, 3.7947227609311123`*^9, + 3.794723002622353*^9, 3.7947230426021976`*^9, {3.794738776877266*^9, + 3.794738779649013*^9}, 3.794739783138475*^9, 3.794799718227612*^9, + 3.794799963548465*^9, 3.795605600139535*^9, 3.796095195889126*^9, + 3.7963504163870077`*^9, 3.796358120040326*^9, 3.796541236004231*^9, + 3.797141359182459*^9, 3.797155053721621*^9, 3.7999793113464813`*^9, + 3.799986736742229*^9}, + CellLabel-> + "Out[969]=",ExpressionUUID->"c7dfc5b7-4488-48bd-88e6-249b482df7ef"], + +Cell[BoxData[ + FractionBox[ + RowBox[{"6.8321614275716165`", "\[VeryThinSpace]", "-", + RowBox[{"17.14795752811108`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"0.6191547328806193`", "\[VeryThinSpace]", "-", + RowBox[{"0.2414529937245504`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.03940949379761245`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.0016011998085436678`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.00002955432004385038`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"9.857375963819534`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}], "+", + RowBox[{ + SuperscriptBox["qq", "2"], " ", + RowBox[{"(", + RowBox[{"1.5256973268955587`", "\[VeryThinSpace]", "-", + RowBox[{"1.7396067260750592`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"0.6191547328806193`", "\[VeryThinSpace]", "-", + RowBox[{"0.2414529937245504`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.03940949379761245`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.0016011998085436678`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.00002955432004385038`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"9.857375963819534`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}]}], ")"}]}]}], + RowBox[{"9.857375963819534`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]], "Output", + CellChangeTimes->{ + 3.794722330561166*^9, 3.794722431598096*^9, 3.7947227609311123`*^9, + 3.794723002622353*^9, 3.7947230426021976`*^9, {3.794738776877266*^9, + 3.794738779649013*^9}, 3.794739783138475*^9, 3.794799718227612*^9, + 3.794799963548465*^9, 3.795605600139535*^9, 3.796095195889126*^9, + 3.7963504163870077`*^9, 3.796358120040326*^9, 3.796541236004231*^9, + 3.797141359182459*^9, 3.797155053721621*^9, 3.7999793113464813`*^9, + 3.7999867368239193`*^9}, + CellLabel-> + "Out[970]=",ExpressionUUID->"8f3529bf-9a7b-411d-995d-3f37cb675b83"], + +Cell[BoxData[ + FractionBox[ + RowBox[{"6.8321614275716165`", "\[VeryThinSpace]", "+", + RowBox[{"17.14795752811108`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"0.6191547328806193`", "\[VeryThinSpace]", "-", + RowBox[{"0.2414529937245504`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.03940949379761245`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.0016011998085436678`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.00002955432004385038`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"9.857375963819534`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}], "+", + RowBox[{ + SuperscriptBox["qq", "2"], " ", + RowBox[{"(", + RowBox[{"1.5256973268955587`", "\[VeryThinSpace]", "+", + RowBox[{"1.7396067260750592`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"0.6191547328806193`", "\[VeryThinSpace]", "-", + RowBox[{"0.2414529937245504`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.03940949379761245`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.0016011998085436678`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.00002955432004385038`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"9.857375963819534`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}]}], ")"}]}]}], + RowBox[{"9.857375963819534`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]], "Output", + CellChangeTimes->{ + 3.794722330561166*^9, 3.794722431598096*^9, 3.7947227609311123`*^9, + 3.794723002622353*^9, 3.7947230426021976`*^9, {3.794738776877266*^9, + 3.794738779649013*^9}, 3.794739783138475*^9, 3.794799718227612*^9, + 3.794799963548465*^9, 3.795605600139535*^9, 3.796095195889126*^9, + 3.7963504163870077`*^9, 3.796358120040326*^9, 3.796541236004231*^9, + 3.797141359182459*^9, 3.797155053721621*^9, 3.7999793113464813`*^9, + 3.7999867368260117`*^9}, + CellLabel-> + "Out[971]=",ExpressionUUID->"0f7bca76-37c4-4e2b-a25e-6f5b34930d44"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{"fit330ph", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"dataq330ph", ",", + RowBox[{ + RowBox[{"aa", " ", "/", + RowBox[{"(", + RowBox[{ + RowBox[{"qq", "^", "2"}], "+", + RowBox[{"cc", "^", "2"}]}], ")"}]}], "+", "bb"}], ",", + RowBox[{"{", + RowBox[{"aa", ",", "bb", ",", "cc"}], "}"}], ",", "qq", ",", + RowBox[{"MaxIterations", "\[Rule]", "Infinity"}]}], + "]"}]}], "\[IndentingNewLine]", + RowBox[{"fit330phn", "=", + RowBox[{"Normal", "@", "fit330ph"}]}], "\[IndentingNewLine]", + RowBox[{"fit330phn1", "=", + RowBox[{ + RowBox[{"fit330ph", "[", + RowBox[{"\"\<MeanPredictionBands\>\"", ",", + RowBox[{"ConfidenceLevel", "\[Rule]", "0.9"}]}], "]"}], "[", + RowBox[{"[", "1", "]"}], "]"}]}], "\[IndentingNewLine]", + RowBox[{"fit330phn2", "=", + RowBox[{ + RowBox[{"fit330ph", "[", + RowBox[{"\"\<MeanPredictionBands\>\"", ",", + RowBox[{"ConfidenceLevel", "\[Rule]", "0.9"}]}], "]"}], "[", + RowBox[{"[", "2", "]"}], "]"}]}]}], "Input", + CellChangeTimes->{{3.794722324114378*^9, 3.79472234201996*^9}, + 3.7947224482673283`*^9, {3.794723005151986*^9, 3.794723007652965*^9}, { + 3.7947387569678307`*^9, 3.794738757230337*^9}, {3.7947387888516207`*^9, + 3.794738799444668*^9}, {3.794799966612652*^9, 3.794799968121066*^9}, { + 3.7963502720042343`*^9, 3.796350272574913*^9}}, + CellLabel-> + "In[972]:=",ExpressionUUID->"3e3902f4-f766-4906-b8e3-826ca883e0e5"], + +Cell[BoxData[ + TagBox[ + RowBox[{"FittedModel", "[", + TagBox[ + PanelBox[ + TagBox[ + RowBox[{"2.4425411620679798`", "\[VeryThinSpace]", "+", + FractionBox["8.549054380612521`", + RowBox[{"9.7880689368709`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]}], + Short[#, 2]& ], + FrameMargins->5], + Editable -> False], "]"}], + InterpretTemplate[ + FittedModel[{ + "Nonlinear", {$CellContext`aa -> 8.549054380612521, $CellContext`bb -> + 2.4425411620679798`, $CellContext`cc -> + 3.128588968987601}, {{$CellContext`qq}, $CellContext`bb + \ +$CellContext`aa/($CellContext`cc^2 + $CellContext`qq^2)}}, { + 1}, CompressedData[" +1:eJxTTMoPSmViYGAQAWIQHc7w9////5/tt+n0za2fwenAFh8LFP1hf6e7Zq+8 +HafDjqKDlvf9/9p/qrY62HqCw2HhWglGoAIHszu53mEtHA5Bmmni69qZHCak +fLgyWZLD4cejN0DzmB1+OC3af3MDu8M2tSClGH4Wh5aK+FvVW9kd8rV5gdo5 +HFYoL16zSZLdIf29JDOIf2zVyv+b9dkdjilzAuV5HP4VM+Wc7WBzkN82Z8// +//wOYRmpC+ts2Bwum/37D+LHNHFsnAbke2rJgHzj4Bze0rRsBquDpM9hoLyo +Q9QTTmnvKFaHBdPW//j2X9xBMNqFfSIPq0O/uyTQAgmHfRVq5qryrA5Wk0He +kXGQm7alkvcIi0Psnb5DXzsUHNJ7O3oUklkcjDolgfJKDjvWVJxzs2VxiPfZ +AjRf2aH7ww/hHHYWBwDIrX5G + "], + Function[Null, + Internal`LocalizedBlock[{$CellContext`aa, $CellContext`bb, \ +$CellContext`cc, $CellContext`qq}, #], {HoldAll}], MaxIterations -> + DirectedInfinity[1]]& ], + Editable->False, + SelectWithContents->True, + Selectable->True]], "Output", + CellChangeTimes->{ + 3.794722330561166*^9, 3.794722451514659*^9, 3.794722761467866*^9, { + 3.794723008173894*^9, 3.794723044006629*^9}, 3.7947388001994*^9, + 3.794739783324037*^9, 3.794799718420787*^9, 3.794799968428206*^9, + 3.795605602436845*^9, 3.7960951979833603`*^9, 3.796350419585064*^9, + 3.79635812035783*^9, 3.796541236115981*^9, 3.7971413592216187`*^9, + 3.79715505374296*^9, 3.7999793124269667`*^9, 3.799986736833934*^9}, + CellLabel-> + "Out[972]=",ExpressionUUID->"2c6f3740-5bf1-48fe-a3d0-735d9355c4d3"], + +Cell[BoxData[ + RowBox[{"2.4425411620679798`", "\[VeryThinSpace]", "+", + FractionBox["8.549054380612521`", + RowBox[{"9.7880689368709`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]}]], "Output", + CellChangeTimes->{ + 3.794722330561166*^9, 3.794722451514659*^9, 3.794722761467866*^9, { + 3.794723008173894*^9, 3.794723044006629*^9}, 3.7947388001994*^9, + 3.794739783324037*^9, 3.794799718420787*^9, 3.794799968428206*^9, + 3.795605602436845*^9, 3.7960951979833603`*^9, 3.796350419585064*^9, + 3.79635812035783*^9, 3.796541236115981*^9, 3.7971413592216187`*^9, + 3.79715505374296*^9, 3.7999793124269667`*^9, 3.799986736835291*^9}, + CellLabel-> + "Out[973]=",ExpressionUUID->"e1b4f301-15df-4b69-9cb4-4a64e83c5622"], + +Cell[BoxData[ + FractionBox[ + RowBox[{"32.45681565607866`", "\[VeryThinSpace]", "-", + RowBox[{"17.027390557866973`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"1.262275233773349`", "\[VeryThinSpace]", "-", + RowBox[{"0.4937624239982143`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.08079769348815505`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.0032915887552881396`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.00006098356103215857`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"9.7880689368709`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}], "+", + RowBox[{ + SuperscriptBox["qq", "2"], " ", + RowBox[{"(", + RowBox[{"2.4425411620679798`", "\[VeryThinSpace]", "-", + RowBox[{"1.7396067260750592`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"1.262275233773349`", "\[VeryThinSpace]", "-", + RowBox[{"0.4937624239982143`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.08079769348815505`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.0032915887552881396`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.00006098356103215857`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"9.7880689368709`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}]}], ")"}]}]}], + RowBox[{"9.7880689368709`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]], "Output", + CellChangeTimes->{ + 3.794722330561166*^9, 3.794722451514659*^9, 3.794722761467866*^9, { + 3.794723008173894*^9, 3.794723044006629*^9}, 3.7947388001994*^9, + 3.794739783324037*^9, 3.794799718420787*^9, 3.794799968428206*^9, + 3.795605602436845*^9, 3.7960951979833603`*^9, 3.796350419585064*^9, + 3.79635812035783*^9, 3.796541236115981*^9, 3.7971413592216187`*^9, + 3.79715505374296*^9, 3.7999793124269667`*^9, 3.799986736916092*^9}, + CellLabel-> + "Out[974]=",ExpressionUUID->"76419d24-efc6-487a-93df-a2625c70a7b4"], + +Cell[BoxData[ + FractionBox[ + RowBox[{"32.45681565607866`", "\[VeryThinSpace]", "+", + RowBox[{"17.027390557866973`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"1.262275233773349`", "\[VeryThinSpace]", "-", + RowBox[{"0.4937624239982143`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.08079769348815505`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.0032915887552881396`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.00006098356103215857`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"9.7880689368709`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}], "+", + RowBox[{ + SuperscriptBox["qq", "2"], " ", + RowBox[{"(", + RowBox[{"2.4425411620679798`", "\[VeryThinSpace]", "+", + RowBox[{"1.7396067260750592`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"1.262275233773349`", "\[VeryThinSpace]", "-", + RowBox[{"0.4937624239982143`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.08079769348815505`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.0032915887552881396`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.00006098356103215857`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"9.7880689368709`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}]}], ")"}]}]}], + RowBox[{"9.7880689368709`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]], "Output", + CellChangeTimes->{ + 3.794722330561166*^9, 3.794722451514659*^9, 3.794722761467866*^9, { + 3.794723008173894*^9, 3.794723044006629*^9}, 3.7947388001994*^9, + 3.794739783324037*^9, 3.794799718420787*^9, 3.794799968428206*^9, + 3.795605602436845*^9, 3.7960951979833603`*^9, 3.796350419585064*^9, + 3.79635812035783*^9, 3.796541236115981*^9, 3.7971413592216187`*^9, + 3.79715505374296*^9, 3.7999793124269667`*^9, 3.7999867369182253`*^9}, + CellLabel-> + "Out[975]=",ExpressionUUID->"57987c3b-0377-46fa-958c-dbcf2ca989fb"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"Plot", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"fit2210phn", ",", "fit210phn", ",", "fit330phn"}], "}"}], ",", + RowBox[{"{", + RowBox[{"qq", ",", "1", ",", "11"}], "}"}], ",", + RowBox[{"Epilog", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"Point", "[", "dataq2210ph", "]"}], "}"}], ",", + RowBox[{"{", + RowBox[{"Point", "[", "dataq210ph", "]"}], "}"}], ",", + RowBox[{"{", + RowBox[{"Point", "[", "dataq330ph", "]"}], "}"}]}], "}"}]}], ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"PlotRange", "\[Rule]", "All"}]}], "]"}]], "Input", + CellChangeTimes->{ + 3.7905167273661346`*^9, {3.7906752011432133`*^9, 3.7906752014899263`*^9}, { + 3.790675289305591*^9, 3.7906753077830067`*^9}, {3.790675361268032*^9, + 3.790675378699053*^9}, {3.790675413665827*^9, 3.7906754531557713`*^9}, { + 3.7947224706219387`*^9, 3.7947225027020082`*^9}, {3.7947230112568483`*^9, + 3.794723014766715*^9}, {3.794723048295319*^9, 3.794723053793068*^9}, { + 3.7956055723983707`*^9, 3.795605616052101*^9}, {3.799979336545463*^9, + 3.7999793545398893`*^9}}, + CellLabel-> + "In[976]:=",ExpressionUUID->"8db671d1-d722-467e-be39-8dd0f3c10927"], + +Cell[BoxData[ + GraphicsBox[{{{}, {}, + TagBox[ + {RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6], Opacity[ + 1.], LineBox[CompressedData[" +1:eJwVz3s0lAkYBvBRkZBLFiu3GXxyLV1W2m29byg2asmlk04lRUWXbTJd0Jbb +mEpom7CDFKGUGExCqWhDWhRFl++bLxXS5bjMlNHEfvvHc57z++c55+GE7VsX +Po3FYq1h8n/PDmtxYbGGwb3d437ETRoidYsdMrSGodNz/avfGbc0JLLZxsMg +WjL0xpVxgglo4KJh6MjLuafB+Eu3hDy2fRhGngtqympooLwKk6ZahiG9gpcx +fIOGCqc/n0yeGQG1r6u0IyU0BCoW7/1uNQYft6V/d6yk4UNUn0vOqS9wedUe +m4BSGqryB30P1iogKWFQplZAw41R4f6QHiVErJeqa/9NQ7Ju49l9piysO1yy +61AaDd6C8HN+FSooc+pOeZVIQ+WeUqlKxHQc8vKbdu0QDbVh7uIafVVcQ7re +NYqiIcSVb5d6SQ1PvpSx3m2moSA2ash5vTqKzz8PBX/mX77SX/ZxFo4HF95x +9qSB1UXjrRhN7NzNj7JbSoNNdMThQPvZeKf3dm6PLQ1v5VnBmre18dmm+gVb +TGgo4krcWl11cf7cuJQaLRrmcVsMdHT0cP/N1drXlFKQb12Ib5/pocKwtkP2 +WgpZ6h/SLpbPwT7Or9oL/5FCcv6E8+cj+hjVM8vvfKkUvD6FfLUM+gGP9opU +F6dJobdxu0qIowG62JaoNnClIBHc38yWG2BcXfzkXxukEKHKo9vbDXHR2eQL +j92ksI0bK9ESGeGFeG+3LTZSWLDDod13649YlloZ+llbCh1zHDV5y4yRf8+u +zvQLBfXXE3Icp8/FJVXCtSelFMSq2Ps9IufiirAq9fpmCjRexXjvrTbBwJWu +G9TEFLwr5gjz40xxwqMykptLgdDWeEZtkBmKBo4ZtPIpyBBFNG9lm+Nuk9pJ +xwMUhAg3tWsNmGPqpNG3pFAKxj2LFPkNFmiR7KU/4EvBCJez/LUHG2vMb0md +fqGg83z26f4KNlJOfNk5WwqeNtYJqgw5WGO71LHNiILGUnFRfAwHL1oo17yY +SYHx587upn4OWq0YFXO+kpBpl1P2r48lTrp/GtUcJOHo3dPZPrWWKGgqCcZe +EnxMgooeWluhS1i/7m+tJMDe5o16J6xQEtRk0VZPQp5pmPUjuRUqg6JvXi4j +wbKpJHPtRmtsEknuvr9AQppTo/2TBmv8aWhzQJeQhO1jMx632hNY/bOO6jwB +CaHiUfaJdAJzs1LM6uJIiEwIUK4+Q+ASD6EshfGBgOoerbME6s3X6QpizJfz +0jIyCVSx8SkeiSXh2jLFt6w8Aq9sqy+yYzx+b+pZ8VUCm3NjZ+YcISH9idbp ++80Efl/KW5t4kITswj07+a0Elmfo6q1jXBDd7uHdRqB/ovwFm3G1YcZEWzuB +8Veykhp4JLwI0d/Z9ZRAMWG2YCKaBJs3xh59bwh8cHE+zT1AgnN1jPmldwQK +Al8aujNelvxSET5A4MrYO4F6jH3n5VW8HyIwIN+uv5xLAjeKbT4yQqBDYfiW +T/tJiFser6gcI9A9+HrHLcbJs/u6o+XMPo/wSmWcXV54anycQNFhkY8D44Lj +M3bUTRB4yCSzd+IPEq76h7vHKQmkr9Tvfsi42vKBmdskgYPTNdRFjBvGbBRT +UwQ2zTpeuovxf+VIWgE= + "]]}, + Annotation[#, "Charting`Private`Tag$476133#1"]& ], + TagBox[ + {RGBColor[0.880722, 0.611041, 0.142051], AbsoluteThickness[1.6], Opacity[ + 1.], LineBox[CompressedData[" +1:eJwVzns0lAkYBnCX0doQsrSDNIOPTJyuh+yxvW/U5qDSRivt2mgM5VZKm6Ha +FNtlTVOEQnNcpk7ZilxKxWk1u0NqtnKtJJnKmFHNGN/3YcV++8dznvM7zz8P +Nybl+1gjAwOD9Uz+b4uYVm8DAy3cTJR225WrYJfVpUVicy10+rI2FkpV0Np8 +lMNha2G65PQR9hUVZDnAbFymhb5SvoVLtQqozvpXh/laUNufORHUrIL+dRXH +Zlq1UPv82+3DL1RQ7XXo2fQZHUgFjzQRtsMQNrE8+bOLHvb0+nDzRMOgSRj0 +Lj5FQXrDscJYqRpqJaqQ/Y0T8DBamTnUoIGG0fw9kT1TsL/S16u9dQSyrVry +UhwNMGg4aTZ39AMEHo89F1ptiDG62jc8409wM+nqa0OBMV5Tl2x1sNZCY4x/ +zS0bE+zbaz+PXaSFyJU5Hr9XzsLnHVELlZY6KM9IUC/5wRRZRE6Z+KQOsiRT +m8ZGvsQtocuvsikdGHQM4D2hGc7ZnpJMRoyC2z7BgTCeBXZ35WaaNI3CW7Jw +i1nTHExq+DTdb6MHaWr9qraVVjipMDqHCXpwT221tbS0xqjGdHnBHT2Q0Uvx +bbc17jm64/LSGT0UmmpEZTfmYrqP5pXzmjHIlkwu+Zhug95VLOXtw2Ow7kMk +7Rz+FT59+jj68N0x6G3hG0Z62uLuKvP627oxqD8ui+KQtmjxvi2qkkOCwCRt +QKGwQ0188eWejSTsSM2oN78wD78TBpJNB0hYHLdIERL9NTbYsU45XCThn7me +Zmm+bHTc7Lmi6wEJd69nFXsa2+O9gbTskrckZBjyQh+9sse/snZ21ZtQMLtP +GJhc54DGmZoVehcK3l3i5ksyHVF1bS57wyoK8heyWY3h87HnG7noi60UiC8I +5NEcJ1SLrQqidlMQmf+TwnzICSURRu592RSMr5FOSJoX4GTiMllTMQW6VK7f +mwAOKn2kparrFDy5WJT7vpqDAepSt+QWCrpa7hyvteMiPy5MJ+6goOVqjfSI +kIt2XtVXdikpYH980vngPRf1a3zOSfQUFHgUX3sc7Iyv21OKlYY0HLyfWxTc +6Iy9ieezhFY0BDuESx+6uuDDfjvLqfk0QLJ8m/UJF+zNY4mGPGgodYxxfUS6 +YNBindzFmwbnB5cLNmxzxZQgMoxEGkReLbxnza7oJx75bBpMA1/PetrGIzB5 +oEy3M5yG7TWjnBOnCSzkDZ4tiaJhV9bmqaAzBDa7JUpkjPdurusxzyPwFm9Z +xQjjHDJNJC4gULg8U+z3Mw1/+E78W1hK4AHheqM+xuN/znRfqiIQrputZUfT +cPqZea5MTuD9g4YRuTtoKKpIis9pI/B8TVtoHePyfYqAwHYC+8scVr9kXGcn +nmxXEBjnIzD14NPwItImvqOLwKjfepfKGLsp2QGDSgKPla8eHY+lYUmd0Kny +HYGfNff5CwQ0+Ga/nIgdInBW/ifFWsYh7qXVw2oCRSH8k2cZpyZwnHQ6Atnr +R0oXxdGQ6Xdk4qaeQN4hd8UmxtkWg537SAKN8lypXxgX3ag4NT5OYFdxkpeM +cfmvrLg7kwTK3Jv91IyrNsX6Z04RGCt/HmAVz/x3/nv+qmlml7X4ezNu1rtN +zMwQ6L4zw/dHxv8B9OxgPQ== + "]]}, + Annotation[#, "Charting`Private`Tag$476133#2"]& ], + TagBox[ + {RGBColor[0.560181, 0.691569, 0.194885], AbsoluteThickness[1.6], Opacity[ + 1.], LineBox[CompressedData[" +1:eJwVzH0w1HkABnCb72JRee3O+671q2xc1JzaTn5P3F4uaZRcRXU4VodUwlyr +riibXogIx2iLuEsqslujMLV1oYT06i1SolRHWlnttfe7P5555jPzzMML37Ym +cpqOjo4/k/97eniTh47OKD0yEBIjes5BtEn5vCzjUTr9oFi1vp+Dpob9XK7V +KJ0bBqPYPg5SbWhDLBilxwp39GT1cjDxUNG7N4LZy4X8R50cPFteekDbNEqv +T+9W+HZwUOX6e8eX7DG6/eCvh/uUHKxVL4z7lz9O/7FRe2a4hIORmAGPoiMT +tKRiRmfMBg5qZMMrk2rVdMeNSo9QUw4uf8jdEfxEQ1e+GvUTNRsgzUSZs81W +B8f7oy0Nkw3gmx55IqCKBZc150VeCw1waWtFH0usCz/npNrWIX3UhntXXzFn +I7fQpnzwlD6CF0udj57Rg3CabjArXB8lyTFv3NYZwDyl3uE0Tx+pMs3qj285 +WLT3+ITwtR50HvSjTmKEpKVthyIVepidIP5trWA66IohlmqfHl6q8n8yqp8B +ka3u2cRAPZTFK7yaF5vgnjySrqH0MCe+yXLmTFNEXb4zLtCwoQpzx8vHprAr +UZz3ecpGvsFI5umLZshgH33qLmcjTTbl9n6XOQbfjfnon2Bj+bvgT45BFjix +7JL/34lsPFVGsIJdLHFDb+a3sRvYUKTf2sxVWSLHtb5vEGyI2Yn9ra2z8KnL +Nei7uWz8Ep+sMC78Cv1L2uQ9ZmzMj5rXujLsa3jvnMpfpyVoM3MxShRaIfHa +YefSEYJrF1KLXHSt8XP00bYDXQTJLEFAS681VkWIlno2Exj2SHzj5DYIDSHi ++FqCwXJermy3LZZJkxZUnSPInWtFaoPsYJ8jJfXFBFmF4sYwrj3sAqbFZWYT +BOduajUesof/wmzhOinB5PdlalmDAyTazaZvJQRj8TzP5z5cfHNk88WR7QTt +JwsyXlVx8Yx0u9WJCR4pr6bXzOLBOiLk4N1NBMqK6rIUCQ8JqtBqaRCB1fv2 +hzdf8ZDfI4o18yfIcy46f8/PEcpOQ8lpEcGe6xkFfrWOqLNIiGZ7EfjZBJXd +ceLDNyHCYcqDgI5rDDE9xId4cXeV0o2g2DbcqUXFRyR1zzNMQOB488+8VSFO +6Jzfp6lzIsh0VQo6GpzQHlh7P9mBIGKc3G8WULgdpYgysyYIrf7APXSMgvSF +4MIPlgTRqYGaFdkURitSWtwZ7wyUPzHOoTC8NuYfW8ZSVWJmVh6FRfwP3uMW +BJVC9ef8YgomaWe5pxhP3tA+Lj9HYX2lTDFlTnCswzjjViOFH58oPWvMCApK +t26RNlPo8ta8Ocm4JKHVx/cuBfvPsuLDjOWzsqbutlKoDuGZhDPuCjbf8uAR +hYAlr51NGc9+YeUz8ILCx8u75m83JXCTS+zPDFJImrjJ38hYmNatjhyioOmK +sPVlvHJOcdXrNxQuXCmz5jKOj+Haj41RuPqY5dduQrDbM0V9aZxC3pq+sDrG +adMHHiaoKKxo5Oz5i3HBxdIjk5MU+ltwfR/jkn0k6uoUhaJPK4ZjGZ9bHem9 +W0Ohd1WxxQbGcsfbdl5fmL9THiIR44bx2WqtloLNNUuJO+P/ABFIDU0= + "]]}, + Annotation[#, "Charting`Private`Tag$476133#3"]& ]}, {}}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->{True, True}, + AxesLabel->{None, None}, + AxesOrigin->{Automatic, Automatic}, + DisplayFunction->Identity, + Epilog->{{ + PointBox[CompressedData[" +1:eJxTTMoPSmViYGAQBWIQDQEf7OfWTYqQ3fXAHijGAeJ3fu5ju3zogX04w9// +//9/ttdzY33yMOaBPVt8LFD9D/tbOdkzr4U/sN9RdNDyvv9f+28cZ/Mu7H5g +v3CtBCNQgcOLblnvf5ce2Adppomva2dy2LG+o1u/5YH9j0dvgOYxO+w7dlrK +/egD+21qQUox/CwOHVxuBc0FD+zztXmB2jkclFKehO5weGCf/l6SGcRXSz77 +Vdj/gf0xZU6gPI8Dm4TzpwMhD+zlt83Z8/8/v4OXhIpxCdMD+8tm//6D+HJ9 +XLf+yj+w99SSAaoXceg4nbjXsvW+vaTPYaC8qEOMVt9Lfp779gumrf/x7b+4 +A4fFJpUF3+/Z97tLAi2QcCgRvmUhK3bfPvZO36GvHQoOJ965zlGXuGdv1CkJ +NE/JYQm7kXIg9z37eJ8tQPOUHSy+Rh9JO3PXHgBQYJGo + "]]}, { + PointBox[CompressedData[" +1:eJxTTMoPSmViYGAQAWIQHc7w9////5/tPb7qOE3Y89KeLT4WKPrDXsBeZcOk +l6/sdxQdtLzv/9eeY02b7K5bb+wXrpVgBCpwMHhkZvj84Vv7IM008XXtTA4H +Qg88a3nw3v7HozdA85gddoRc2y4b/sF+m1qQUgw/i0OrBdfxYyEf7PO1eYHa +ORx+qmde2Nf50T79vSQziO/SeHZ5WO9H+2PKnEB5HofKk7vO8Zd9spffNmfP +///8DgWry4R1/D7bXzb79x/EPzHdjlPK8bO9p5YMyDcOizpTDhzq+mIv6XMY +KC/qcPwpq0iJ8Ff7BdPW//j2X9zhbpC1xL2Mr/b97pJACyQcPvbzxFzO+Wpv +NRnkHRkH89NTVd/wf7OPvdN36GuHggOTrlHO6xPf7I06JYHySg6M706c2y/8 +3T7eZwvQfGWHjpOC3p+zvtsDALrBkfE= + "]]}, { + PointBox[CompressedData[" +1:eJxTTMoPSmViYGAQAWIQHc7w9////5/tt+n0za2fwenAFh8LFP1hf6e7Zq+8 +HafDjqKDlvf9/9p/qrY62HqCw2HhWglGoAIHszu53mEtHA5Bmmni69qZHCak +fLgyWZLD4cejN0DzmB1+OC3af3MDu8M2tSClGH4Wh5aK+FvVW9kd8rV5gdo5 +HFYoL16zSZLdIf29JDOIf2zVyv+b9dkdjilzAuV5HP4VM+Wc7WBzkN82Z8// +//wOYRmpC+ts2Bwum/37D+LHNHFsnAbke2rJgHzj4Bze0rRsBquDpM9hoLyo +Q9QTTmnvKFaHBdPW//j2X9xBMNqFfSIPq0O/uyTQAgmHfRVq5qryrA5Wk0He +kXGQm7alkvcIi0Psnb5DXzsUHNJ7O3oUklkcjDolgfJKDjvWVJxzs2VxiPfZ +AjRf2aH7ww/hHHYWBwDIrX5G + "]]}}, + Frame->{{True, True}, {True, True}}, + FrameLabel->{{None, None}, {None, None}}, + FrameTicks->FrontEndValueCache[{{Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}, {Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}}, {{Automatic, {{0.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {1., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {1.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {2., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {2.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {3., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {0., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.1, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.2, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.3, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.4, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.6, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.7, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.8, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.9, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.1, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.2, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.3, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.4, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.6, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.7, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.8, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.9, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.1, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.2, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.3, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.4, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.6, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.7, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.8, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.9, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.1, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.2, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.3, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.4, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}}}, {Automatic, {{2., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {4., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {6., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {8., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {10., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {0., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {4.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {5., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {5.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {6.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {8.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {9., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {9.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {10.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {11., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {11.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {12., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}}}}], + GridLines->{None, None}, + GridLinesStyle->Directive[ + GrayLevel[0.5, 0.4]], + ImagePadding->All, + Method->{ + "DefaultBoundaryStyle" -> Automatic, + "DefaultGraphicsInteraction" -> { + "Version" -> 1.2, "TrackMousePosition" -> {True, False}, + "Effects" -> { + "Highlight" -> {"ratio" -> 2}, "HighlightPoint" -> {"ratio" -> 2}, + "Droplines" -> { + "freeformCursorMode" -> True, + "placement" -> {"x" -> "All", "y" -> "None"}}}}, "DefaultMeshStyle" -> + AbsolutePointSize[6], "ScalingFunctions" -> None, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}}, + PlotRange->{All, All}, + PlotRangeClipping->True, + PlotRangePadding->{{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.05], + Scaled[0.05]}}, + Ticks->{Automatic, Automatic}]], "Output", + CellChangeTimes->{ + 3.790516727820496*^9, {3.79051729717238*^9, 3.7905173209186363`*^9}, + 3.790517442629511*^9, 3.790517712934001*^9, 3.790675156310947*^9, { + 3.790675191135728*^9, 3.790675201754025*^9}, {3.7906752914403343`*^9, + 3.790675381379657*^9}, {3.79067541431059*^9, 3.790675422279451*^9}, + 3.7906754536987667`*^9, 3.790682656250534*^9, 3.790687060236467*^9, + 3.790687993639791*^9, 3.790688713178996*^9, 3.794718523585072*^9, + 3.794720359080772*^9, {3.794722483826476*^9, 3.7947225032363787`*^9}, + 3.794722762034974*^9, {3.794723015341692*^9, 3.794723054206992*^9}, + 3.7947397835106373`*^9, 3.794799718820753*^9, {3.795605602594923*^9, + 3.7956056165646057`*^9}, 3.796095198209936*^9, 3.7963504202393417`*^9, + 3.7963581205289707`*^9, 3.796541236287022*^9, 3.7971413594621153`*^9, + 3.797155054030836*^9, 3.7999793158578577`*^9, 3.7999793549462233`*^9, + 3.799986737019034*^9}, + CellLabel-> + "Out[976]=",ExpressionUUID->"d1dbe161-260d-438e-819f-67dddf0459e4"] +}, Open ]] +}, Closed]], + +Cell[CellGroupData[{ + +Cell["n=1 at t=5M not aligning", "Subsubsection", + CellChangeTimes->{{3.783335011255373*^9, 3.783335014252658*^9}, { + 3.783338590710135*^9, 3.783338612983432*^9}, {3.784027245178487*^9, + 3.784027248044612*^9}, {3.7840327304466267`*^9, 3.7840327307831993`*^9}, { + 3.785577223556033*^9, 3.7855772245267897`*^9}, {3.78764085416961*^9, + 3.787640877275304*^9}, 3.790512937796105*^9, {3.790513017996871*^9, + 3.790513018226877*^9}, {3.790514135990529*^9, 3.7905141460485363`*^9}, + 3.7905156114160748`*^9, 3.790517780444337*^9, {3.7906742632015457`*^9, + 3.7906742636625977`*^9}, 3.790675975769409*^9, {3.790687761043107*^9, + 3.7906877672338953`*^9}, {3.79472277106769*^9, 3.794722771835322*^9}, { + 3.794723063677249*^9, + 3.794723063814375*^9}},ExpressionUUID->"9515e4e7-dc31-4520-930f-\ +0bb9c1af754b"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"tfit", "=", "5"}], ";"}]], "Input", + CellChangeTimes->{{3.784022244880886*^9, 3.784022249530658*^9}, { + 3.784031725351697*^9, 3.784031725484119*^9}, {3.784032755803207*^9, + 3.784032755920979*^9}, 3.784531877201477*^9, {3.784532306522603*^9, + 3.784532306860847*^9}, {3.785664084671473*^9, 3.7856640848228483`*^9}, { + 3.785664307914174*^9, 3.7856643081484613`*^9}, {3.787640865530705*^9, + 3.7876408657534857`*^9}, 3.790512941931713*^9, {3.7905136209637327`*^9, + 3.790513621208645*^9}, 3.790515615986506*^9, 3.790517464701054*^9, + 3.790675996022853*^9, {3.790687772497324*^9, 3.790687772728518*^9}, { + 3.794722775109435*^9, 3.794722777856599*^9}, {3.794723067062853*^9, + 3.7947230672866173`*^9}}, + CellLabel-> + "In[860]:=",ExpressionUUID->"362760d3-c755-42fc-84c6-343c0bce7cd5"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"(*", " ", + RowBox[{ + RowBox[{"Here", " ", "start", " ", "the", " ", "\[Alpha]0"}], ",", + RowBox[{"\[Alpha]1", " ", "contours"}]}], "*)"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"ansall", "=", + RowBox[{"Table", "[", "\[IndentingNewLine]", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"mysxscase22modeRD", "[", "index", "]"}], "=", "\n", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"t0", "[", "index", "]"}], "=", + RowBox[{"tmax", "[", + RowBox[{"[", + RowBox[{"i", ",", "index"}], "]"}], "]"}]}], ";", + RowBox[{ + RowBox[{"Select", "[", + RowBox[{ + RowBox[{"sxsrhs", "[", + RowBox[{"[", + RowBox[{"index", ",", "i"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", " ", + RowBox[{"tmax", "[", + RowBox[{"[", + RowBox[{"i", ",", "index"}], "]"}], "]"}]}], "&"}]}], "]"}], + "/.", + RowBox[{ + RowBox[{"{", + RowBox[{"tt_", ",", "yy_"}], "}"}], "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"tt", "-", + RowBox[{"tmax", "[", + RowBox[{"[", + RowBox[{"i", ",", "index"}], "]"}], "]"}]}], ",", "yy"}], + "}"}]}]}]}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Length", "@", "modes"}]}], "}"}]}], "]"}]}], ";", "\n", + RowBox[{"ans", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"If", "[", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"modes", "[", + RowBox[{"[", + RowBox[{"i", ",", "1"}], "]"}], "]"}], "\[Equal]", "3"}], "&&", + RowBox[{ + RowBox[{"modes", "[", + RowBox[{"[", + RowBox[{"i", ",", "2"}], "]"}], "]"}], "\[Equal]", "2"}]}], + ",", + RowBox[{"mix", "=", "True"}], ",", + RowBox[{"mix", "=", "False"}]}], "]"}], ";", "\n", "\n", + RowBox[{"OvertoneModelV2", "[", + RowBox[{"1", ",", + RowBox[{"{", + RowBox[{ + RowBox[{"\[Eta]", "[", + RowBox[{"[", "index", "]"}], "]"}], ",", + RowBox[{"\[Chi]1", "[", + RowBox[{"[", "index", "]"}], "]"}], ",", + RowBox[{"\[Chi]2", "[", + RowBox[{"[", "index", "]"}], "]"}]}], "}"}], ",", "tfit", ",", + RowBox[{"\"\<Fit\[Alpha]\>\"", "\[Rule]", + RowBox[{"{", "}"}]}], ",", + RowBox[{"\"\<Mode\>\"", "\[Rule]", + RowBox[{"modes", "[", + RowBox[{"[", "i", "]"}], "]"}]}], ",", + RowBox[{"\"\<Mixing\>\"", "\[Rule]", + RowBox[{"{", + RowBox[{"mix", ",", + RowBox[{"{", + RowBox[{"2", ",", "2"}], "}"}]}], "}"}]}], ",", + RowBox[{"\"\<ModesData\>\"", "->", + RowBox[{"Modedata", "[", + RowBox[{"[", "i", "]"}], "]"}]}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "notdir"}]}], "]"}]}], + ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Length", "@", "modes"}]}], "}"}]}], "]"}]}]}], ",", + RowBox[{"{", + RowBox[{"index", ",", + RowBox[{"Length", "@", "tag"}]}], "}"}]}], "]"}]}], ";"}]}]], "Code", + CellChangeTimes->{{3.776512166269883*^9, 3.77651220635608*^9}, { + 3.7806579396378927`*^9, 3.7806579447792053`*^9}, {3.780657992992601*^9, + 3.7806580655287037`*^9}, {3.780658149470125*^9, 3.780658158193174*^9}, { + 3.780658533189198*^9, 3.780658538263584*^9}, {3.780913549931922*^9, + 3.7809135503771477`*^9}, 3.7809139813373203`*^9, {3.7809144171036777`*^9, + 3.780914417501708*^9}, {3.7818561760215263`*^9, 3.781856176883253*^9}, { + 3.7833250385110683`*^9, 3.7833250438551283`*^9}, {3.783325078590008*^9, + 3.783325097782302*^9}, {3.783325247012995*^9, 3.783325318819191*^9}, { + 3.783325407070302*^9, 3.783325411435904*^9}, {3.783325475123114*^9, + 3.7833254756591253`*^9}, 3.7833256554369297`*^9, {3.7833313670501127`*^9, + 3.7833314249811077`*^9}, {3.783331463108326*^9, 3.783331465870968*^9}, { + 3.783331523881638*^9, 3.7833315262764683`*^9}, 3.783331652030417*^9, { + 3.783332229420908*^9, 3.783332229549035*^9}, {3.783926045187009*^9, + 3.783926047208068*^9}, {3.784024880322315*^9, 3.784024886607314*^9}, { + 3.7840251162471123`*^9, 3.784025118922915*^9}, {3.784028273786001*^9, + 3.7840283400444*^9}, {3.7840285492320957`*^9, 3.784028557574357*^9}, { + 3.7840330059743643`*^9, 3.78403300666721*^9}, {3.784034254111804*^9, + 3.7840342595247183`*^9}, {3.784530289375472*^9, 3.784530309181032*^9}, { + 3.785577233806931*^9, 3.785577237111829*^9}, {3.785581151943487*^9, + 3.785581157931072*^9}, 3.7855851754377813`*^9, {3.785585753869604*^9, + 3.785585769426332*^9}, {3.785651002060493*^9, 3.78565100307345*^9}, { + 3.7876408914020243`*^9, 3.787640899849009*^9}, {3.7906742987684917`*^9, + 3.7906743055401487`*^9}, {3.790674478251223*^9, 3.790674482663575*^9}, { + 3.790674544845932*^9, 3.790674558466082*^9}, {3.790674613472151*^9, + 3.790674624923275*^9}, {3.7906760443785467`*^9, 3.790676071436995*^9}, + 3.790686764375167*^9, {3.799979393246056*^9, 3.799979393993908*^9}, { + 3.7999866603898563`*^9, 3.799986661882555*^9}}, + CellLabel-> + "In[861]:=",ExpressionUUID->"fa12cada-64b8-46ea-b882-cd5e5d95417a"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{"val022", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{"Select", "[", + RowBox[{ + RowBox[{"Arg0DStructs", "[", + RowBox[{ + RowBox[{"mysxscase22modeRD", "[", "i", "]"}], "[", + RowBox[{"[", "1", "]"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", " ", "10"}], + "&"}], ",", "1"}], "]"}], ")"}], "[", + RowBox[{"[", + RowBox[{"1", ",", "2"}], "]"}], "]"}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Length", "@", "tag"}]}], "}"}]}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"val021", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{"Select", "[", + RowBox[{ + RowBox[{"Arg0DStructs", "[", + RowBox[{ + RowBox[{"mysxscase22modeRD", "[", "i", "]"}], "[", + RowBox[{"[", "2", "]"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", " ", "10"}], + "&"}], ",", "1"}], "]"}], ")"}], "[", + RowBox[{"[", + RowBox[{"1", ",", "2"}], "]"}], "]"}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Length", "@", "tag"}]}], "}"}]}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"val033", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{"Select", "[", + RowBox[{ + RowBox[{"Arg0DStructs", "[", + RowBox[{ + RowBox[{"mysxscase22modeRD", "[", "i", "]"}], "[", + RowBox[{"[", "3", "]"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", " ", "10"}], + "&"}], ",", "1"}], "]"}], ")"}], "[", + RowBox[{"[", + RowBox[{"1", ",", "2"}], "]"}], "]"}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Length", "@", "tag"}]}], "}"}]}], "]"}]}], ";"}]}], "Input", + CellChangeTimes->{{3.7840117399238787`*^9, 3.784011762555826*^9}, { + 3.7840119370292187`*^9, 3.7840119380686398`*^9}, {3.78401385415139*^9, + 3.7840138587881393`*^9}, {3.784013908808543*^9, 3.784013932186843*^9}, { + 3.784014228315469*^9, 3.7840142299235973`*^9}, {3.784014457085421*^9, + 3.7840145132402163`*^9}, 3.784014986505061*^9, {3.784015347154203*^9, + 3.784015352818285*^9}, {3.784015889014182*^9, 3.784016003815448*^9}, { + 3.784022254146719*^9, 3.7840222589547987`*^9}, {3.784028570075938*^9, + 3.7840285876143293`*^9}, {3.785577242956133*^9, 3.785577243217976*^9}, { + 3.785581970842142*^9, 3.785581970947434*^9}, {3.785586409875568*^9, + 3.7855864133319073`*^9}, {3.7906836059484673`*^9, 3.79068362065097*^9}, { + 3.790687785199687*^9, 3.7906877880849457`*^9}}, + CellLabel-> + "In[862]:=",ExpressionUUID->"c62a227c-abd4-4122-97de-4da5438b5817"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"phs0", "=", + RowBox[{"{", + RowBox[{"val022", ",", "val021", ",", "val033"}], "}"}]}]], "Input", + CellChangeTimes->{{3.784013812038069*^9, 3.784013820223927*^9}, { + 3.7840286003834543`*^9, 3.784028601265298*^9}, {3.7855772474175386`*^9, + 3.785577250891135*^9}, {3.790683624439334*^9, 3.79068362624615*^9}}, + CellLabel-> + "In[865]:=",ExpressionUUID->"fda350ab-85a4-453e-b8f1-65ebb10f4a57"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "5.267910803700945`", ",", "5.215232049949177`", ",", + "3.770561975679454`", ",", "4.74403747419551`", ",", + "3.225852733425949`", ",", "4.068272527402376`", ",", + "1.6027431126977347`", ",", "2.4900080354549057`", ",", + "1.259895588278315`", ",", "5.8554159865517015`", ",", + "4.115335204122704`", ",", "2.044012122971948`", ",", + "4.801645125966699`", ",", "2.2244590311454977`", ",", + "4.726059122666181`", ",", "6.311529317575279`", ",", + "0.36181264258431334`", ",", "1.5400394860561573`", ",", + "3.296438473306006`", ",", "3.029347150360937`", ",", + "6.236425788881192`", ",", "4.166254643097977`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "5.656470438250933`", ",", "1.3076240437689273`", ",", + "0.4443178571424086`", ",", "0.910801398057715`", ",", + "3.331899182471555`", ",", "3.7442628638082778`", ",", + "5.610458501658977`", ",", "2.955554502838534`", ",", + "2.2849344772844273`", ",", "1.4117091147582754`", ",", + "0.5460284856454365`", ",", "5.798025065022046`", ",", + "0.856108167039744`", ",", "2.735917867169039`", ",", + "3.9406328221465405`", ",", "4.703642031945399`", ",", + "1.7373402301383494`", ",", "2.349282191012344`", ",", + "3.224785908336344`", ",", "3.0454883940808473`", ",", + "4.652673649692042`", ",", "0.4644948459325557`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "9.33986726884267`", ",", "3.0576223324028176`", ",", "9.53213332002253`", + ",", "4.711899233818521`", ",", "5.557067355791757`", ",", + "6.816207780157144`", ",", "6.240929326878041`", ",", + "4.462376487665957`", ",", "8.836449013116926`", ",", + "6.293613450865135`", ",", "3.6774494548265144`", ",", + "6.842829304725171`", ",", "4.664180672729065`", ",", + "3.945513476486107`", ",", "7.677785815102119`", ",", + "3.750099824138172`", ",", "7.368608724441156`", ",", + "2.8694185257146305`", ",", "5.492517538152463`", ",", + "5.061444194097797`", ",", "3.589240844790485`", ",", + "3.6112888950853352`"}], "}"}]}], "}"}]], "Output", + CellChangeTimes->{ + 3.784013820704461*^9, 3.784013937725151*^9, {3.784014514893268*^9, + 3.784014528954887*^9}, 3.784014833736063*^9, 3.784015374307321*^9, { + 3.7840158949244337`*^9, 3.78401593452876*^9}, 3.7840160056024733`*^9, + 3.784016248132228*^9, 3.784016282447567*^9, 3.784017299616972*^9, + 3.7840221173820887`*^9, 3.7840222642165947`*^9, {3.7840239493055677`*^9, + 3.7840239785087357`*^9}, 3.784024039117828*^9, 3.784024895277699*^9, + 3.784025128122233*^9, 3.784028601566856*^9, 3.78403068233915*^9, + 3.784030986406556*^9, 3.7840317385862913`*^9, 3.784033061164979*^9, + 3.784033148778919*^9, 3.784034749381858*^9, 3.7842722353214912`*^9, + 3.784274912060788*^9, 3.7842750624126387`*^9, 3.784276679404758*^9, + 3.7843805954128103`*^9, 3.78438213778687*^9, 3.784451002040798*^9, + 3.784530397051354*^9, 3.784531929287951*^9, 3.7845323569912367`*^9, + 3.784884959449239*^9, 3.784954013877706*^9, 3.785491044626089*^9, + 3.785577153505562*^9, {3.7855772689716597`*^9, 3.7855772821821327`*^9}, + 3.78557862276574*^9, 3.7855788045468473`*^9, 3.7855789971093693`*^9, { + 3.7855824129876633`*^9, 3.785582420306617*^9}, 3.7855864149597893`*^9, + 3.785651112508834*^9, 3.785664186324984*^9, 3.7856644115223713`*^9, + 3.785677723177349*^9, {3.785677816546982*^9, 3.785677821084219*^9}, + 3.7857505295696983`*^9, 3.787485429647415*^9, 3.787638624754765*^9, { + 3.787640971615828*^9, 3.787640999484199*^9}, 3.790513991225237*^9, + 3.790683626613166*^9, 3.7906838123368607`*^9, 3.790686931556801*^9, + 3.790687963683213*^9, 3.790688687449335*^9, 3.7927381831358013`*^9, + 3.792741309031549*^9, 3.794718450853731*^9, 3.794719764749793*^9, + 3.794722834757299*^9, 3.794723123891553*^9, 3.7947398396712637`*^9, + 3.794800484388894*^9, 3.7960952520964518`*^9, 3.796350561859623*^9, + 3.7963509909126587`*^9, 3.796351165691634*^9, 3.796355745764082*^9, + 3.796358178411265*^9, 3.7963642613843927`*^9, 3.79654129674297*^9, + 3.7971414225620337`*^9, 3.797155096370405*^9, 3.799979410947315*^9, + 3.799986686993998*^9}, + CellLabel-> + "Out[865]=",ExpressionUUID->"fd7293a9-d4cf-4d17-a980-3756644055a5"] +}, Open ]], + +Cell[BoxData[ + RowBox[{ + RowBox[{"mysxscase22modeRD0sh", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"mysxscase22modeRD", "[", "index", "]"}], "[", + RowBox[{"[", "j", "]"}], "]"}], "/.", + RowBox[{ + RowBox[{"{", + RowBox[{"xx_", ",", "yy_"}], "}"}], "\[Rule]", + RowBox[{"{", + RowBox[{"xx", ",", + RowBox[{"yy", " ", + RowBox[{"Exp", "[", + RowBox[{ + RowBox[{"-", "I"}], " ", + RowBox[{"phs0", "[", + RowBox[{"[", + RowBox[{"j", ",", "index"}], "]"}], "]"}]}], "]"}]}]}], + "}"}]}]}], ",", + RowBox[{"{", + RowBox[{"index", ",", + RowBox[{"Length", "@", "tag"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"j", ",", + RowBox[{"Length", "@", "modes"}]}], "}"}]}], "]"}]}], ";"}]], "Input", + CellChangeTimes->{{3.784022329124991*^9, 3.7840223823370113`*^9}, { + 3.784022415606349*^9, 3.784022440743187*^9}, {3.784022893948859*^9, + 3.784022943263361*^9}, {3.78402407745934*^9, 3.7840240942167397`*^9}, { + 3.78402447363737*^9, 3.784024481977665*^9}, {3.785577291515561*^9, + 3.785577293500114*^9}, {3.785586427742388*^9, 3.785586428133891*^9}, { + 3.790683633179186*^9, 3.790683635499899*^9}}, + CellLabel-> + "In[866]:=",ExpressionUUID->"80da3102-117d-46db-b898-f7a7ade24456"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"ListLinePlot", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"Arg0DStructs", "@", + RowBox[{"mysxscase22modeRD0sh", "[", + RowBox[{"[", + RowBox[{"1", ",", "1"}], "]"}], "]"}]}], ",", + RowBox[{"Arg0DStructs", "@", + RowBox[{"mysxscase22modeRD0sh", "[", + RowBox[{"[", + RowBox[{"2", ",", "1"}], "]"}], "]"}]}], ",", + RowBox[{"Arg0DStructs", "@", + RowBox[{"mysxscase22modeRD0sh", "[", + RowBox[{"[", + RowBox[{"4", ",", "1"}], "]"}], "]"}]}], ",", + RowBox[{"Arg0DStructs", "@", + RowBox[{"mysxscase22modeRD0sh", "[", + RowBox[{"[", + RowBox[{"7", ",", "1"}], "]"}], "]"}]}]}], "}"}], ",", + RowBox[{"PlotRange", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"0", ",", "100"}], "}"}], ",", "Automatic"}], "}"}]}], ",", + RowBox[{"ImageSize", "\[Rule]", "Large"}], ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"GridLines", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", "tfit", "}"}], ",", + RowBox[{"{", + RowBox[{"2", "\[Pi]"}], "}"}]}], "}"}]}], ",", + RowBox[{"GridLinesStyle", "\[Rule]", + RowBox[{"Directive", "[", + RowBox[{"Orange", ",", "Dashed", ",", " ", "Thick"}], "]"}]}]}], + "]"}]], "Input", + CellChangeTimes->{{3.784024513255226*^9, 3.78402458256153*^9}, { + 3.784024676991809*^9, 3.784024723695135*^9}, {3.784031047475773*^9, + 3.7840310510137653`*^9}, {3.787641011926249*^9, 3.787641012398367*^9}}, + CellLabel-> + "In[867]:=",ExpressionUUID->"6fab61c1-c08c-410e-b307-bf63e7012778"], + +Cell[BoxData[ + GraphicsBox[{{}, {{{}, {}, + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[0.006944444444444445], + AbsoluteThickness[1.6], LineBox[CompressedData[" +1:eJw92Hdcje//B/BjlCjJzvwcqSQiJTLSS6EiDe0ip73r7CHj2NkZEUmHjMjI +x4qMYyeflBHZR1Z2MoqMX7/H93rf/vF4Pq5z9T6v+32f+7ruq19k2rSYljwe +b1IrHu///6d/mmXh8yQbefifdM5ptnl9rhu1ZK5zPvcstbD9slbMjc6qeX8/ +TzHUY+bBYFfs3w3r9Zlbw8H+l2tDPwNmAyx8dbKb+nhbZiOEZax96ehryGyC +83f0Xc3rjZg7Qb05+s+YzcbMXdDo1MbIsb8JczeM6dEz8vYvsik8BvBmCO53 +ZO6J9IiqsxXFnZh7oyrT5nqXnM7MffFn2DgPC3UXZj7ejp47ryGuK3M/LD3R +uHn+tG7MZijLunG+2Lk7c3941iemZg41ZTaHqc0E/6Z+PZgtoBM2Rr3r1pPZ +Eo9C92b4GPdiHoDE62H3uhr0ZrYC74HjkX9a92EeCK3SIdSzZV9ma2Tk7EtW +tPyHeRB+bOrVzbkln3kwBpatvMNfRLbB8Mf8f+/o92MeggMLtjn4LicPRbCe +/5IVxmbMtkj/pR8qXs+stkX2As9vb037s/FheLtt1Nc725jVw3B7fOTczhbm +bNwOBz3O995YyKy2Q3BGSJfpdhZs3B4PBg8MEJ5kVttDPfhSCx0s2fhwbOlx +9uGhUmb1cLg+5fe46zOAjTvA0Cn87dj7zGoHXBF0HV8eYcXGR6B6zU/B7LfM +6hF4syKgf4BkIBsfiZ6bl45S/mJWj8TyD/66zkus2bgj/Kcd4QebDGLjjsh7 +YHZ/Zg4zbxS8D10ZaztgMBsfhQmHm6KLjzDzRuN7+0heNWzY+GgEfr3pm3iD +mTcGd/4aLZ46fQgbH4OdnQ58jXrLzBsL5+qGW5nKoWx8LM4i7UtIK1s27oSJ +rh7n/CYzq53woCRnTL+1ND4OBksfjzt0j8bHwaW+z6JPfYaxcWdYTw76+jCK +We2MIcemTVPspXHARp1mUP6RGUCNY+P7Ons79nkgzCI97o+SWQts/jPDudtZ +Zt541JkIHcJa2bP547G2aGrTB3dm9XhkZj87+mY1s3Y8ciPvD42oYua54FT5 +2K7hvYez+S54/Tv5pi6KWe2CtCX7o2oKmbUu2NnV18rvKzPPFY+8g0Q9nBzY +fFfIC3IKTZYwq12h1yfyRbsKZq0rZKsLelR1H8HmT0DeqI9xTgJmTIDXixHj +exQwqyfgTs7TKo9PzNoJcA4dUHvGYSSbPxEr8kPmi9KZMRGfTs4sStYyqyei +4uzHxAutHdn8ichLXmiZ6c7Mm4TBjuda/1nBjEkI+KioH1fBrJ4Ecccjd9d0 +GsXmT8KBt4k8h0BmnhuCjZbUS7cwww2aHN63bU+Z1W64MUOy6L3FaDbfDY03 +e+1YmMLMc4e/mZ+z4jgz3LEo9fyMC8337f/mu2Mfv80dF09mrTt+9vuWdzib +meeBG4Nv6ee9ZIYHVPWnrNR2Y9l8DyzY6/ryyFxmrQeU6WM7FF5j5k1GD79/ +hK06O7H5k1HSreX8laHM6skI3vsubbyGWTsZvdcXtBv7gpk3BXe1qrl7LMex ++VOw160xsziOWT0Fuodp7wr3MGunYKI4a1PpK2aeJ/ixv+ZEWziz+Z643qvK +ojaKWe0J2ZbW0sodzFpPmPm3tjtYw8ybipFX93To1Als/lRIFz/n1dszq6fC +eNYqT/8gZu1UuOeHtlw/m5nnhbZj9F7W59N8Lwg+/ChYUE7zvfDHsGBwXSPN +90J1+raKZIvxbL43rOsyRFd9meGNsvJV2kuzmdXe8DFu13r+LmatN/bb1FzY +cp3m+2Dz4mq7vp+Y+T5I7DHOO9DEhf09H5x+eQo7hzILfNDCfP+1uKnMah+M +mvvk5bcEZo0P1sm7lGxazKz1weUTxq6rNMw6H/S+VOTWsYSZ54u63SKz8Cpm +vi8WZ7a7c+QT1fdFbmjPFYJ2rqy+LxbNEkSUWzCrfeGaLmq53oVZ44vH0juP +ciOYtb4IyC5ISVvErPPF8A6O2iUHmHnT8Cz+sXqbjpk/DQmP42238yew+tNw +o3qBoX08s2AaClNcPcbtZVZPQ822hcX1j5g101DercbuhN5EVn8azsqclk4f +wKybBstgvtH8Ccw8P7zycel7NJyZ79ecb3ZCjZwZfii7e/xLzipmgR/Mfnzb +OzqfWe2HmwfG+DecYNb4oWGLbtq361TfDzeGL7H3eEr1/bBVNflo02eq7w// +rJP727aexOr7A0867RZ0ZYY/1u9qWHXXglngjx8H3jl1d2BW+6Nd6sQKuQuz +xh/5Hy0Gpngya/1xwkb2qdiLWeePEc+lNX6jmHkBcDv1wu70TcofgBuXsxe/ +EVP+AChe5DkKBJQ/AE6v55nMjqT8AbhYnZBrkUT5A2AotsqcTddPG4CSp5q2 +HRZS/gB0jHLpZJdJ+QMRDSPXjFyqH4iIjOw1VfuofiBiX588/J6uryAQpmW/ +d+y6RPUD0b7uwPJ7lVQ/EIVv163ye0T1A/Ff0ucVT19R/UCcy9u5dmgd1Q9C +h8PL/33cQPWDMHGxb/bM31Q/CGvz9rg3/aX6QehY/nPrpT9UPwjhuXdXaxup +fhA+OTvJ4j5Q/SAYDFjyZetjqh8Eu6KSbPf/qH4wJg8qf9z7DNUPRgvPMa2S +/6X6wchKnJ+xej/VD8bJopFjLtD1UQdjjkWX8tY0rgnGxi0vvcSHqH4w2h4z +2xx8lOoHI1fV5ojtKaofgrKh+0LXa6l+CEq3ZRYOuUr1Q3B4c9PvM+VUPwQj +1s+73OoO1Q9Bnlmq2eX7VD8E/W36G119QvVD8KzlOVF5DdUPgeuc81u3vqT6 +oUj5MXfUb+oPPxSfZ+T8uERGKCZklBm9eEH1QxHQtmG17BnVD8WjRD+X/6jf +mlDkjM+pEN6j+qHQyzA/1u4W1Q+Fa9dTjaMoDy8MWdoF96XXqH4YZgQeXdh4 +heqHIaHryzE3LlP9MOivaOr3kKwOA39T3YY6+rwmDFYNJyyqS6l+GNonOrmG +0vNA1/z3RNcx/gbVn47oDUs3h3C/v+nY+PhguIyuL6YjvcnKJ57yCKbD//HR +lYYPqP50WF2e3s2Jyz8dd127eDyj+007HbHWFYNfUT900zHiTMGbcfQ84s1A +Zaa96zsa58/AhvMvFY00HzMwv+L9+gX09wUz4LN30palD6n+DFyZ5WW8lev/ +DJyMfXxGy13/GSi8aLnL/C7Vn4FtA+Z9fkP5eOF4Yr+ykzmZHw7h+ara6ttU +PxxGU5J3cfebIBx7T8w5soW7/8LRKzhDsrSK6jf74v6q41RPG47LldYHTKqp +fjiGRRpcS6fvy5sJyy8W35/S9eTPRGb6f12tKC9molPq8G2udD0EM6Evyf9k +SddLPRM7Q1d9LCNrZsJK4qe2puurnYmtp1WL3bnn/0wsGfA90JK7/gLwHkbu +P0HzTQRobGfdMJrrhwBXyz+d2Uj1bQX46172/A33/QRwHHy/zI3sI8D9nSte +aKk/AgECvRx3C8hCAe7cOD7BhuufAO3Mh5+wImcKwHd5034aWSPAz8dZ2E0u +EsCa5zWUzz1fBVg0Rzu4mFwpwKAPlu+iuOedAK/GX0zsTnnqmj/vH1x+hcyL +wKk+06fG0/UwiUDEqjjhNzI/Ao57Us4l6ih/BHLnHZtyhYwIzDrQZKxPzwOf +CCSYdug6gCyIwOTgYxMsycIIrC/fldiSe35EoP7LGquz9PcyI9DG6vNTAVkT +AavSrEPc9ymKgMWr28+Xcf2NQF/dZg8rcmXz/MUVsx9wv7cI/E24pd7D5Y8A +717ijfVc/khci+5wfDvX/0hEf/3d8ibX/0gs2mXi2Jf+vm0kNld+bbOAjEjk +6ge1qif7ROLX6Yl13PcXRCJqwop1F8nCSOz0XLO+I5c/EnYfHrRyI2dGYkjK +yJHRZE0kgvLOL04iF0Xin/zTB6PI2kgEZ4mOe5MrI+G4uqylA1kXieNn1+V2 +JddF4rTr8Qlf6PvwotBbtr9FBdkkCjvHhmzaS+ZHYd2Y/z4s5PofhYI+F3xm +cv2PwiulsN6J7BOF5uV4vBmXPwqP6k+8bs/lj4JoWXB1C7I6Cjtup/r+peuX +GYUG2euSllz/o+DufS7QiFwUhS/8/Fa9yNoolD1d0MOGXBmFgMJjK53JuiiU +jP6+diq5Lgrv8qptfbn80XhraPh7Apc/Gqtv9VBZcPmj4bb2Z1/u/rONxjlN +lNNJrv/RGDbiSskcrv/RGFi/4tYksiAai0tWeHD3jzAaTsM12/TI6mj0uNrh +SSPdb5nRiDpdm/WJe55F41hwzSoduSgaen/7T77Mre/RsL672mwruTIap/+6 +v47j7v9o9HP8etWGu/+jkf1wd2Q9PR94MRj32CzkBNkkBq+7ppvPIfNj0Der +X+EY7vkXgzWm9ln13PMvBv4hD/ZouOdfDGI2uVR4cutVDBrvOnXikYUx6Cg4 +tPMi9/yLwRLZvgm53PMvBtcrrmxdyT3/YvAk5sHb5dzzLwZJac56q8jaGKx9 +6fVnCbkyBhnv9m1LJutiwI/859Y4cl0MDDxeb/xJ6w0vFi6thD3zySaxMJ/0 +2GEstx7FYuhOwwWltF7ZxuJsk0lvDzJi4f3Z6/NZWt98YnHg0Padg8mCWOh2 +mmVtovVYGIubH/+Z1oasjsXP0ylzFtJ6mRmLrR7HW3cka2LxVzK7exGtr0Wx +0A5U/RdG1sZid9eHhYbkyli4nt0x/zitz7pYpHe5OCKAXBcL39C7pS9ofefF +4cavlTtiySZxsJW8nvCU9mv8OIxcu6LOj2wbh8vPN4aU0n4JcTBPjvFyIvvE +4dBpQUkRvQ8I4pD8+9m7vmRhHPbmnBi7qILyx+H7kJCNT2g/lhmHKrHXMxuy +Jg4bGw3cJbRfLIpDuENa4SHav2vjcGuEQ2AN7e8q47AutJu+Abffi4PDtMIO +vcoofxwEjpJDXWi/yYuHbLTq40fab5vEY+MfcYs9tJ/kx+PyOJP+zrTftI1H ++dicrWcuUv54vJj1+rLtBcofj7vz2vruov28IB4HlHuDB5yj/PFYUbzuwVl6 +31DHY4o880zKacofjzanbPcOLaH88XB7Nn5500nKH4/OwcMHXS6m/PHYVzIl +QU3vZ5XxUJ5LNrY8TvnjcVRvtmURvX/UxSNZ+MzonyOUPwHXdwX5KQ5T/gT8 +fTvp2Tl6f+EnoIvFzHV/D1D+BJwYPnLiGHrfQQLChzROldL7kE8C2k0Znrun +gPInoKXhac8buyl/An5Zm/R8spPyJyCmy0le1Q7KnwBFN8Mcm12UPwElTh+0 +NTRelIDJU5MuRGkofwLOlbw+cILeXysTEOXu1f3NFsqfgN1zX33YuInyJ6C3 +YFHNmg2UPxEnTD4eO7yW8ifC8+DFQzWrKX8i7M5UPeizkvIn4samzofCl1H+ +RChPWIfkLKH8iVguv/brGr1vCxJR0hQqfq6m/InIKsnSfzmH8iciv9ONA5Wz +KH8i2u1vW1KooPyJ0Be+j5sjpfyJ+DtFYOcmovyJiJk0R2iXSvkTcch955a3 +iZQ/EaOv/7xcGkf5EzEqwLPv/mjKn4TTC4KNV0ZQ/iRkXO/xOo47j0nC59O3 +B9mGUf4kvAiwVNwLovxJKLKdbe/rT/mTcDZWvT3Lh/In4WT7QXq7PSl/EkK9 +hgWsdqf8SbD9XiqPpvOgzCS0Slx12wuUPwn5F276+Y6l/ElQ2cRHL3ek/EmI +tex0t4UD5U+CZpf9m2PDKH8SrhmuT8odQvmT8K3Huh+Fgyh/Mq4ZC2aftqL8 +yejVUbMujc6r+Mlw6POrcKs55U9Gfmu7wL/9KH8yYnVPd0v+ofzJGC2u9Gzo +TfmT0cLo4I1FPSl/Mi6njSrpZUr5k3HcrdXG3V0pf3LzfujCK8vOlD8ZzzcI +a3NMKH8yWqkco9saU/5k5Bb3eis3pPzJKJn7dusHA8qfjHFhqvUyfcqfDOvc +7fmdW1P+FBgYG84vbUH5U1D15tiS9X/ZeR4/BYl72hvLfzPbpuBv5ZGtIU10 +PpiCHXMyl0z6weyTgv4N1z+Oa6DzwhTkKmTb3L4xC1MwJj9/R9wXOj9MgfuL +WyW7PzNnpmCT9Q2lYR2dJ6Yg1WFS+OaPzEUpWPj7+CbvD8zaFHTvOWGX1Xvm +yubPm5hY93rHrEtB+EajTb3eMtelYPuwBvO+b5h5qfCowHnTWmaTVJxdds6p +9WvKn4qfNSlNj15S/lSU/7upYccLyp8KZ9+3cSHPKX8qrNb+6qZXQ/lT4V2x +Vb5fR/lTcUVTdSvwKeVPRVreLgvDJ5Q/FfPnNn6v4M5TU3H+q2x64UPKn4q1 +6d2X7XhA+VNh/f1Z/5P3KX8q7AJjZ9VVU/5UvL53wNWNXJeKsCsXn5+8R/nT +sOh+cWdXskkaLrXoMfzxXcqfBvPnbtELyLZpmLfy0W0bMtKQO6dV08Mqyp+G +NkVyx+VkQRpaX/recwRZmIau8bZvHt2h/Gm480jonU7OTENs70917cmaNOx8 +fDV17W3Knwar5W2bWpG1aSjalmsZe4vypyF7btb4kpuUPw2/1hfXG5Dr0rBx +Y41VYCXlF0IrEh3ZW8FsIERT9K0ObckmQijftlikuMFsKoT+B82Lb+V0fYTo +0mDptJBsJUS3qzGH+5Bthag5kBV68T9mRyFsed/1JGQIMcZcoxlMdhdi4HFf +v8/X6XoKYVooKLpADhbihkvam+1kgRD9r80cuYYcL4SV8Wb9ZWShEMU2QftW +kJVC7HY+uXEtWS1EbJO34QZyhhAZOdU9V5IzhTDvJ3oqIWcLsas+ZIcbWSOE +i/61K/rkAiHsB5boHy2jfgmRxRO98CcXC7HA7PmaumvUPyEK5uqbrSaXCvG1 +a99h9uRKIXrO53+sKWWuFsIt5uqtXLKu+Xqcbt8zklwrRFL8sSeDyXVCdCq9 +ZNl0lblRiFfifwOuk3kiBHxbkpVLNhDB3f79dgnZRIQ/HvnTfcimItx1GbBq +BJkvglXNs6YBZCsRlj+122NOthWhe5eSNdZkRxFuPvI25uajuX63k1IXsrsI +1yv1DaeQfUQY9HLma87BIoxPWpHCfV4gwia5q5cNOV6EbhHjDnUgC0W43/Sv +QcMV6r8IRx3b3rtKVotw69yL91nkDBH+i3z6PZqcKcLxuW3mOpKzRdj1PS+y +M1kjwoHs06saLlP/RbhzXv7+BblIhJ/3FDsekotFuHKhf3w1WSvCFPPPd+6R +S0X4FufidpdcKcKQfwa+rCRXi1Br2XntZbJOhO28p2OukmtFuIq5L4+R60T4 +NHSW9W5yowi3BX335JB5YhToVeZvJBuI8Wn9p/KtZBMxnIdJHPaRTcUIs7g7 +q4TMF6Puec3w/8hWYrj8SOBx+WzFsM6238zldxRj9ifzzVVkiDHm3aO8K2R3 +MYauMa87QvYRY2SRokZDDhbj0t/7DhlkgRhXK5efF5HjxVjwZJssnCwUY9et +5y+nkpXNef4M2DuOrBaDz7PqOZScIcbbUwsc+pIzxdDlfh5lRM4WoybWvOzn +Jeq/GJKPNkvekwvEWLpk28QX5CIxQrtEJnEuFsP72P7kD2StGCHyyqV/yKVi +RAa85nfl+i9G68531thw/Rej8kLHd65c/8WouKd75s/1X4zqM/1SuPx1zdf3 +0fdT9lz/xXj55P14W67/ErTpaiWy5PovwfoM71s9uP5LIJn9eh+X31SCyedn +POdx/ZdA+q97dAN9fysJNvm+Sa8j20pw0H/QRO76OErQK6JV/VsyJHDt/rgN +dz3cJdgztsH7C9lHgkHLJRru+gRLsC3lvyUduP5L8DH1xz0zrv8SZEU9KI+/ +SP2XQP3gTrs5ZKUEUcp26lyyWoIDt1ocyyJnSKCZsC6oiJzZfH3+XWx8hZwt +wfx5265UkTUSnOy/YYCOXCDB3t9r770iF0kw0txowHtysQRHrBcvqSdrJVhr +9/ZpE7lUgg09A+LbUt5KCXg7h7XoRa6WwNut0XEoWSdB5JmXBa7kWgmMwk7I +Ash1EhS+T/sUQW6U4FT0sm5xZJ4U5iPuxkeTDaT4NHpqVSjZpNmHXzzzJJtK +0fOAd40TmS9FfNjcsmFc/6XY/Hdd9GCu/1JM0R2ca8v1X4qyPRcXOHP9l8LZ +RDc/hOu/FBs+WAydw/Vfii844lXA9V+KM4H5favJAil+/0i50ZbrvxRObbfU +jOZ+/1L07e0qSeB+/1J4btU6beB+/1L4BZXnneJ+/1KMOTzV5hH3+2/O0+Lp +wUbu9y/Fyr5Tajtwz38pVGXSzH7kAinE8yMlNuQiKTb6r9ttTy6W4s+6YTeH +k7VSWD3JamlHLpViYeE3N25+pRRHwjsMGEiulqLOIzfWiqyTImLIq3zu87VS +tBuZWj2aXCeF2zyrOh9yoxSJvr3WpJF5MpSP+tOOW/8MZPBc6XHqLNlEhuVb +9y15QzaVwfRJ67RO3Povw309+z4jufVfhpFH7noFcuu/DGUXo3+lceu/DKos +vxGLufVfhpAdftPyuPVfhgzfQyFF3PovgwUsO17k1n8ZupzrpLnHrf8y2Lb7 +0+Yjt/7LkF97drIe7X+EMuybUPe7F1kpw4MjT5bbktUyfMk+lDeenCHDgtun +t3uRM2UYXHPsQxA5W4YRJx9WhZM1MljPmBwZQy6QYcrvPj9SyEUyZOfnaWeR +i2XoNDd1zCqyVgZ7K7O2u8mlMphP/lp2iVwpQ58Pz8bVcvs/GXy+LlpmTPtD +nQxFz22WO5BrZej5Zn9AGLlOhv5eqavnkhub+5UbK9pG5smxvJ93egnZQI6g +2wu73SWbyJG4/b+gT2RTORr68UUGtJ/lyyGQTJlhRraSY8TV1NNOZFs5nA8W +7w4lO8pxM4q3T0mGHBusz9duJLvLYfLNZxK3f/aRIze34N8KcrAcwVNjh9WS +BXI4fQy1/k2Ol0Pax7zQmNv/yxH32Du9D7f/lyNWb3WbQdz+Xw7e/CarUdz+ +Xw63D0FVHtz+X45NhbOvhXP7fznaZDSNV3H7fzkC388o38zt/+VwNf9mqyUX +ydErvcuCd+RiOWbO1vn3pPcdrRx/5lW+n0wulUPWNzI1nVwpxwtn5877yNVy +zHHePLmKrGu+fjuXTWoi18qx2VDrxr1/1clRcfpqwmhyY/PnkWvtR+Yp4Gm0 +SxFPNlBAHHp+XjrZRIGRsw0WriKbKhC/bNH+PO79T4HZY243/Mu9/yngE7jb +rJR7/1OgnUVGwVOyowJucwdf+UGGAq/ufFjYjd4v3RX4VBi/w4Hso0BPXVhC +KDlYgW4B8XpzyQIFjHp7Ls0nxyuwY8f07WVkoQKHC/d9ricrFVi4o9/PXvR+ +q26u/8LIbCI5Q4GD2lElKeRMBbbcbGWURc5WoH1A55mnyBoFakd87vaYXKDA +4pztl3+RixR4vPRMnSm9bxcrINl96NswslaBvT+VVu7kUgUebDEeOp1c2fz3 +/fMqUsnVCvDnP3upJusUiI2r9VhPrlWgoHd6yW5ynQJ7Viy7W0JuVKDvmf3G +t7n3fyVsZ1kefE82UEKjqLzNnReYKBExabJ4ANlUiduT209zJ/OVkA65MySJ +bKVEi4OecWvItkrEiLvvOUp2VMLuuXfsAzKUWH59Sz8enV+4KzF73J4wC7KP +Eq/0fE0mk4OVaPV5y89kskCJVfOm915Njm/+/OhbnQ+QhUrUvNoZco2sVKKh +vtWE52S1EgETn6l+kDOUyFt3NsaIzlcyleAd7u3cm5ytxP1P32cMJGuUaL84 +7JQ9uUAJ3UJljhN3XqPEfuG6MjdysRL9z3a56ced3yjxqbd+TBS5VInzaQl8 +JblSibgK49HrydVKrO01ze0YWadEwrm//Cfk2ua8g/VKjej8qE6JpbVjs0Bu +VEJw/0c3GZmnwqyNq/4UkA1UeB6QdP0+2USFZLP8SD06vzJVYerSGV7WZL4K +4+eXNbiRrVQ49CjxVDjZVoUSky0308iOKtS7mFnNIUOFpZcy2i4ju6vw1Cn4 +XhZ3ntZc3z7/+C5ysAp2k65PPMWdr6lwanRB8h1yvApHz9r5feXO25rzZe2J +7EHndUoV3A+NkruQ1So8SHrdKY2c0fz90z21OeRMFWIPt2h5hZytQnTWr0Id +WaOCYr18oj6dHxao8Hfq9M0DyEUq5L36pphALm7O1za88wyyVoVbA7d2EZNL +VbjhtVS6iFypglXTj+lZ5GoVvnRcYLibrFOhNCL8xAlyrar5edxeep1cp8K3 +yTNH15AbVVid/Cb/F3f+OQvjArbq9aLzUYNZWNFaM82JbDIL38w9B0aRTWch +sDp9/woyfxa8cwJ2HCNbzYJt5a3EV83+P6eKsFc= + "]]}, + {RGBColor[0.880722, 0.611041, 0.142051], PointSize[0.006944444444444445], + AbsoluteThickness[1.6], LineBox[CompressedData[" +1:eJw92Xk8Vdv/P/CjUZ8kzRodlCQVaZDIi4QGdYiMccwzZ3ZO42mSolISTbej +Ac3nqhuiHKXSLFHqNmggTdJN0ujr9/jt977/3Mfzsc7a7/1ay957rZVhSKJH +eBcOh+PclcP5f/+n/1Tind8qdnLw/1Vvb5bevmhg7y6MW+x/JIfODd/YlXG7 +/Y2aZ1tu9OrOmIP+B15XLtzRg3E3rB/8kPeVq81YGwa1PdJK/+nFWAfX19Yg +h9ebsR6cNuyelfNZh3F/9K37J6gkW5fxQJzLEZi1GekxHgy9yB/Wmb/I+nBx +Cqi0fNSP8TCUT3YadaGoP+MReP20KGrM3gGMR2HYrCm3fJQDGXOxQCsrwjlq +EGNDROdvWPHMYzBjI+wx+ZjRD0MYG2Nvy6bU25P0GY+G/gQnz5+GQxmPwRhV +XsaqwcMYm2BQwN150/oMZzwWzSFezlo9RjA2RZTVPv5lzkjG47Du9oVd0b/J +ZojvWTLw/c9RjMfjjdaw4c6/DBibw1qV8tN2NZfxBDg5l3+y1zJkPBG276b5 +jV5PnoRZXjvsn/c0YmwBpwKb4LA0xkoLPHnaqpPfz5hpt8Sd7+1BB7IYKy3R +LC85PGvUaKZ9MlJjh22UHWGsnAzNud7XLCeMYdqtcFIlne31D2OlFfrkr/ly +yc6EaZ8CJ7/JGYFXGSun4I753JJ+i8Yy7VMhVE8ovvOQsXIqrl1y9NvON2Xa +p+HirTWWgW8ZK6ehfnZQGETjmPbpiNDOdXT5yVg5HVt2++WtX2/GtFvDw+iY +Qkd3PNNujZyK9iFfsxhzZmC9WLHC28icaZ8B2Te7uW4nGXNsUHUw98pH6wlM +uw0Cs18vdL3CmDMT/tG7zP08JjLtM7HBd9rJAfWMObZA4eE2n4RJTLstLnxV +nuv2mzHHDka2wePa5lgw7Xbg3DF3Fm5hzJmFC0tGVz+pofZZuD7m/lajEZZM +uz1MWp20JoYyVtpDx8N2ZPNRagf2P5vT37uFMQD+8vWa0GmTmd8D/Q+PMhm8 +grEG2OuY7CgvZ8xxgFSFBXt7WDH9HTDQMVG+az5jpQOWTefOT05nrHGAvfGf +sWm1jDmOWF/t9uzWsClMf0ccedBxM57PWOmI+m0j+27PZaxxRFjA6lu8j4w5 +s5GQcc2lZMpUpv9s7LkT//7uCsbK2bDIPlS68gpjzWzs9237ckh3GtPfCWM2 +hbUO9GEMJ9TwTnbdncNY6QQ3X5fG/94x1jhBl5MgbbCazvSfg6XfuTtmrGCM +Oah6s1F5+TJj5Ry4Tvb4FfE/a6b/HIwtOnxzKI8xxxmcn7U5r3cyhjN++LqN +fFnHWOmMQkPdPzNHzGD6O2NcudfwsUGMOS7YNmx48fMcxnBBF52LP3JfM1a6 +4EKmc0n5WBumvwuMD5+IlMcy5rjiyYtjOYPVjOGKAf3e7W36yljpiu1bjbpO +sZvJ9HdFn8Jj2WbJjDlzYbr6qe+bKsaYC4tkxaLZI22Z/nNxboV15oMYxpq5 +cDm1f3uPYsaceWh4uE5rZE87pv88mJhcfx7uyVg5Dz32ralyVjHWzENuulfJ +/HeMOfPRNDVtu+XkWUz/+eC/eeDSmMRYOR+9nlSMX1bCWDMfroMH+pv8ZsxZ +gJWRfythZ8/0X4D9Fy5/Nl/BWLkAaXF7Ni45z1izAPm6zcpx7Yw5bjgaYK/f +aziY/m5YOOq5G2wYK91wwPA52n0Za9ww2eY6Z9kyxpyFaMzfsXnUPuq/EN0j +M9YtKqP+CzGmV7f9q15T/4U46N84U0fHgem/CGnzk3OHTGOMRXi5d/95hxDG +ykXIbx6J1G2MNYvwKzDbPbmU+vOwyE0xr/YNYy4Pw8YYZ+7Rc2Sux4Or2vfr +tmmM+Ty0ZjeVPvJlrORhfsSL6jvLGKt4WJbOi7y/m7GGh7Pd0hUuhYzreZju +LZ+05j5jjjtOumatvdXMmOuOn6V7x8b3ms3Ud4fugKWZOcaM+e4QJIxOyLNj +rHRHu19Acbk3Y5U7tve0q3MQMda441tEl/jMLYzr3RE1Qdg18Bhjjgc2Gc+3 +2nedMdcDY98d8Oj4QPU9IJliXxM+xImp74GpBl5Wg90YKz1w/H7tHnU6Y5UH +Plc5ubQ/YqzxwEH7p1ulQ+cw9T0Q8WLsodPzGHMWg6NfHyYQMuYuRv3OZXdz +tzPGYvRZp/h97SRj/mLseW5mNesaY+VijPhn0vcnzxirFmOOcZrH6K+MNYvx +S5IVGvY/Z6b+YtReTXGsGsWY44lfMU+rNk5mzPXE8gc6e/bNYQxP8Ay9jg/w +Ycz3REqs1LEhmrHSE96KD+e+L2Os8gTfWPsSN5WxxhMRK6YKf+6m+p74UdKx +5FIu1fdC93N1X7NOU30vpGrvsm49RfW9YOXw/K/pW6m+F7YfzRna3p/qe+FH +ac7KMzcpvxeaFpzJ3aWh/F7Yy4k1ra+g8feC4NvZ+vA7NP5LYLyuMMTkMY3/ +EmQePbbhcyON/xKkJazSsmql8V+Cxu6TSjK1qP4SvGj6s++FLuVfgmbbO2/f +D6f8S1CoaORuNaX8SxD0dP3yA1MovzdGHDJc/sme8nvjk7BoF+ZRfm8cqDQo +d1hM+b2h3jHn3/V+VN8bCufpo0VBVN8bo3r9XTAzmOp7Y2thZs9ngVTfG2Xr +dBMXe1N9H3xZsE9rFtXj+mDa24HLus2g+j5wrLNNMBlL9X0w7oh0apQ+1ffB +qr4dvKNsfh+E6QZYVvei+j7gz/427aM21fdBh4NV20f6e+T4YkXA5+Sv1J/r +i99vxEKfgVTfF4ZGzdcyhlH9zt+vDjzrYEj1feHicvGwHo2vyhcbRnx8VzqR +6vti6s3Kn9pTqb4vznT82lViQ/X90DUq9epudvz9sPIE/0T4bKrvhwGLBt98 +Ts8D3w8NG2ru33Km+n4Y/nr1Xxyyyg+eU3TKEqm/prM96ezG2XT9ej/w7S1z +Gml8Of5Y9hev/ZcV1fdH9eXvLx3o/uGPkkfDI/zGUX1/9GjmSc6Mofr+SH2U +/jvRmOr74+gQb/09RlTfH17xHTwtaq/3xzDDrXsTR1P9AMzoMSDvmAnVD4DO +0on75FQPAYhNdVmSY071A3C/b1ld8ySqH4BzQ2XyiXT/qgCs3rHedfI0qh+A +r4t0/autqX4ALK0R9JEd/6XIXTf9epQt1V+KEXzFTEs7qr8U+avCHW3J/KXY +2K9xXir9XrkUsPxqOmkm1V+Kkm0xq+bR+GqWIiUjKUJvOtVfisM/vrpfZJ+/ +QLx1dp+Qwb7/AlG4qiSzwoLqB6J1T/k7GeXlB8L/+/o152l+lIFIOlmWsYWs +CoRO8uPIF+zfXyCaHLm+KupfH4hIqzdeBXR9ThD+8wk36LCk+kGY8eZsawKN +J4IAi9P/vKP75QfBwERvQQCNrzIItnMfqU5TPlUQnOdNd7hP460JglPanO0l +NB71QeiZ32VPEDv+fFhd/PLgPFmPj46C8hG3yFw+boSd6ppJtuBj54d2rRFk +8PE2fmloLF2fx8eH25XeGVSfz8f77Nvv8+n+BHw8zkvPuszePx/na3QtP9Lz +mc5H5uWiBB5ZxUdN1+UjrchqPiq5ww52I2v4aPA7Mm4IuYqPuKFv7gSxzzsf +z/Wz7erILXyItuS1yag+Jxij+wW8saT70wtGwuXjA3+RucEYupaXcZXyWATD +4OKuvmvZ92MwIrm+eoY0HrxglMnf6uwh84PxIjEkpYksCMZUp0Db3vT3qgyG +mTL5QS9yejDMfz1wZX+vCkaVz9Hhp8jqYOg86/pfCFkTjIMPPQt0yVXBcKgQ +LC5m5zsY/VObEENuCcZxC8/epuz7JwQNBant7ZRPLwQt4+vET8ncEJS/vuFY +x+YPwY67F4e/JSMEq1v8juiy8x8CJxfd/i5kfggaw89YppMFIXBMcP73NVkZ +AsOmNgtHuv/0EPBuWz9WsflDELJqRO13Nn8IJOWSVXNovDQhWHupn/lKclUI +WptaT+8j14dAwW3LPERuCYHBLLFPJpkTikPbtXvLyXqhWLSr14LFZG4ozCMW +TmbfLxahmCq6OrwvGaFYI7P2bmXnPxSlKeqFz9j5D0W3q7zx7PMkCEXYyL65 +F8nKUGSn3IktYvOHgpMleVDK5g9FcoUi6Q6bPxTdGwbJ2PenJhSOf7r9Gszm +D4V88NNIZzZ/KJ5/mnhKxuYPxY0ivpwdD04YlrrWWV1n84dB73V08ms2fxi0 +P5eXfmbzhyGupiLkLZs/DDOHpTy5R+aFQVGwQ5RH5ofB1HPv8gSyIAzivm9z +J7J//2G407Bp/Wc2fxgK915oK2Pzh8FGx6DwAJs/DJID369vZ/OHoSpl9KEd +7N9/WOf7/uWjveT6MNh+FO/MJbd03p/ntxMn2fdfOA7sSb3FPl964Tg++K7l +Mfb9F46ejdpxOez7LxzNvneL2fchwnHB6dS3ZHb+w7Gv9PwhMTv/4VBoDP74 +svPfef0uCTk27PyHY6j+/hnD2PzhcCq56fyNng9VOKZUDst9QlaHQz0kO6yK +/b6FY8M6bs9aclU4/olqa3/DPv/h4A44VKbF5g/Hz+PWLUPY/BF4fLfQkcvm +j0DPWq+jA9j8EXiw8fbsT3Q9iwiof+atPce+/yLwqvrbCRH7/EdgkdlUEzP2 ++Y/An713vr2i94UgAuGaC4JcsjICDdOM/T3J6REImffgqhlZFYGxKr2kPmR1 +BBYOP/aZfT9rIpBUdEveTq6KwJeuhYt+s9/7CLSoG4b0oP4tEXh5dMJdbTIn +EnN11eYc9v0XiW9f25xfsu//SDT9mhR4jGwRiacnPMp8yIjEwaUVs77Q94QX +iZtm1q3ryPxI8ErdWruRBZH4MH5s9RH6Hikjsatk+V/+7PcvEhzbEy9Gs9+/ +SHiqqwd0Zb9/kfi9b2bBMPb7F4n2QRk/2faqSGR7dH39mtYL9ZE4hWav8+SW +SMi2bUtYz65/oqCrvVXlTNaLwrrr5093J3OjEFs1IO8crUcsonBXff5CErs+ +iYJfslPpdDIvCukVOfP+o/UUv7O/OK84hyyIAs/MpZ8jWRmFa077bapp/ZMe +BdMPBpzFZFUUnh4NH3ib1kvqKNSaGg+bQ9ZEoW1txcVyWl9VRaHyYIm/K7ve +isKVA9nV/9J6rCUK3d88F68gc6IxZXPJkUlkvWhMvLHS6dkEyh+N3NjVeVvJ +FtEo+Lzgji0Z0eh58++iJlof86LxbcnJil3sejka4liXZDeyIBrv2jp29Ccr +o+HuO/KfN+MpfzSKH19Iv05WRWPcJeVANVkdDYPwxAPpZE00VupdMuaTq6LR +LNbUDSLXR4NzNrDjuBnlj8bJ5RsXGpE5Mejy6ekldr2vFwNVQZvx37Sf4sbA +rNfkCbW0/7OIwfGSt5mfaL+AGOjH+M3uQ+bF4PvprGYb2p/wY5B0WvfjGtpv +CGIQl30k5gvtR5QxWGb8e7uAnB6DzftqTvym/YsqBuee61zZQlbHYMPiKdcG +sfubGKS8/1mxjfaDVTGYknC96ReX8scgvvfi8jBySwyeF/8eXW1A+WPxnLey +2yKyXixuj+ldV0/nI9xY1G3b9CyZbBELPedXDTPIiMVy3d7du5B5sVgl7OZR +MJLyx+Kw2LXBnSyIhcUk59RHIyh/LJ6aJ0fNIafHYkz8rM1ZdH6gioVwzIk3 +Gtr/qmMROalYfWMo5Y9FfdVhkxLaj1fFovtxx+z9Qyh/LBxOWXusGUz5Y9Fc +ocqSDaL8cdj1ODV7M+239eLQU32x8fIAyh8Hu5ojN7hkizi4ay81yKbzF8Th +zvl3shFkXhzklmXrVP0ofxwkz/JnDScL4rD6WMKwzXqUPw5+RlWSu30pfxz2 +ClY6Tyer4rAk5XRlHp0PqOOQP9zUaQxZE4cZEcHVI8hVcRhs8fGLObm+8/rJ +hrMK+1D+OPRZHjFyMpkTj3E1jvcydSh/PJ6sCh31tDflj8ewWd38e5At4pFm +eTa3F51fIB7vm6Pe/qbzDV48yh03Z9X3pPzxmJP2w624B+WPh8fm0MvbulP+ +ePyuKiqK70b549FofWa6b1fKH4/KGWdOTu9C+eOx9Mn1Gns6f9LEo2yJaJ0/ +h/LHw+9rL78tHXTeFY+1h2pzH/xh3BKP4IeigdZkTgJm8ctr1b8Z6yUAp8r2 +2pG5CSh+uPbVw1+MLRLg4ls4UUZGArwWjDfoQ+Yl4MWYunPZP+m8LAG/Sgc/ +7k4WJODUjZSxPj/o/DIBob0CHuz4zjg9AZpFR1dcaKfzvAR4z3h47d03xuoE +eLptfa9L1iRg4+bS/CltjKsS8Gyifnd/Ov+sT0BSqMG9lXR+15IAu+FfR2/7 +QvkTYXYicX/mf5Q/EbtfFBUkf6b8iRCsX1sU1kL5E3Fp2M4J1p8ofyKmr1h4 +rk8z5U+E0YdwrdYPlD8Rlu+tnb6/p/yJeGk4t8KUrEzE02h3u83vKH8i/nYz +jjMkqxJhPyC8+OVbyp+IkTnPZl0laxIRYVpSW0KuSsT9LpukanJ9Io5tjG5N +J7ck4vqmX8ULyRwBZM31h140MdYW4IVTVoQLWU8A71v1pevfMNYXwPm+Wu8w +nY9yBXh9MEH6dwNjUwE+GAjtX7ym8RKgYtXNvT9eMbYWwPFZ4JaxZAigdeBL +UMxLxq4CmPjJg8tf0HgKcGJkntVYso8A5pf/a8iop/EVwC78e0PHc8ZRAsR8 +mjYkkiwQQPnwT/0NOh+XC/Dfifmxk8lKAf4UT7+a/5RxSqf7e2TPIKcLkDne +8sLHJ4yzBRgwdd2nRrJKgCD7pJn15PzO+5N82/OerBag94y/L7SRiwRodjSQ +stfTCPB2QKHuRXKlAHvGbBQuJVcJsKUisP+NfxnXCeB+b5BIh1zfOV7ukmdT +6Py6SQCOdk8z70c03wJ0y/10ZEMd43YB2m2Ch99+SPMvxPEhfq2TydpC3Hiz +6+3ZBzT/QrQkXlTPJ+sLoaXTo6K5luZfiIYCQWoW2VQIu2DR1NlkCyH43FST +LzU0/0Isb9nQ5wQZQuhGmDSKya5CrOuRlbqIzBNi9tVeBSD7CFFjUfbSicwX +wnrE3ENe5KjO6918lBBNFgiRuqC3QkqWCxHVVuGTSFYKcfknL34hOUWIHTs/ +De5DThfCcUdG3tH7NP9C9Hq1vMGErBKitqy2T1o1zb8Qc27azHl9j+ZfiLm2 +PwLsyEWdPpP36kgVzb8Q+d2K95mRKzvH+6D7n/t3af6FSJryi3eYXCdER5G8 +Wxa5XogTRW9lOeQmIZJH8e0byS1CDPHtcvczuV2INt+Frz6ROSJ4aYVGPyRr +i3CW8+ZsHllPhPiF7rqRZH0Rvm4VuHPJXBE8919695z+PcVUBHlDapiabCHC +JWPzbVlk687+glSrTDJEuK8+cOAQ2VWEfn8KTheTeSKkKLdnvyb7iHC49ZJ2 +M5kvgsl13o835CgRbJtkZ++RBSK42T1xOkWWd7bPbC5YS1aKUO6ZcWcxOUUE +l6z5C0eT00UYlsp9/OU2zb8IYbzSkdfJKhG61VpmppHzRbh7xmPMHLJahLgu +lmlfbtH8i3Bui8Oa/WSNCO3pfQRu5MrO9r6+W/TIVSIENwSlfKF/36oTYVza +gFt/yPUi7GzJSLGi3zd15vVp2bGZ3CKCg0W661dyuwjJQ/19+HR/HDFszvTN +LSRri2G/1nvDO7KeGE4rtGw/kfXFCJg52fgKmSvGH5PovyVkUzFS9Spt+pAt +xHj2NaNbDtW3FuO8zaYzbD6IUfJs9bZLlMdVjNKBwrvTyDwxqqLWbJpwg+Zf +jAnpB7YakflirLXxPDqCHCVGYd25p/3JAjHejrznxSHLO/Mctc9tuE7zL8aW +qz5fK8kpYoze9vxpATldjMzkK2NOkLPFWBgrf3uerBIjvaysqp6cL0Z+hNke +9n7UYgg3rr8WQi4Sw301Fh8ja8S4d+x98ltypRgn8zU5PpS/Soy2vXHjV7Hz +L0bz/Ynum9n5F2P98v2nWDeJIb96bsBGcosYuyLy77BuF2POsd7G28kcCdxe +Xh94nKwtwZjuA05Xk/UkGDXKWVeL5ktfgp3y5JoJZK4EUTqNE3hkUwlGNsU6 +h5AtJJhw5uXsYHb+O/3gX88F7PxLcGB1/HxzsqsEpXrPXvYk8ySI/Hea/ye6 +Hx8JXGtrbz8l8yXY1rol+Dk5SoLqHjWFbWRB5/22BZ8wouvJJajT/qETSFZK +MNuoW/MhckrneNTtq/tATpdgx+WXq63Y51+CQzFezezfu0oC7bHm99Ts8y9B +4+zacW/Z51+CN2btWob0PimSYLLdlG4BZI0EN3ctwhpypQSFlYfnXiJXSZAb +5HGqC/v+l0BUpvVjFvv+l2DuqowhEvb9L0FCtamOin3/SzBIx8ztEvv+l+Bw +oHHrv+z7X4qhmcMPst8DbSnwJesEh75HelJs+t/XwAFkfSnqf266y36vuFJM +nrmpmzPZVIrhaTm3o8kWUmgZHuNnkK2lmNJgtqqcDCl+zRsx6D+yqxS3dy4Y +bUzfS54UG0+q2heTfaQIirM8uIHMl8K2qveR8+QoKXZPcl/ZRhZI4WHXkWlL +32e5FEf1XhltIyul+L2s2rWZnCJFsu91tTd939OlWNEebnGN/f5L8XdFNGcq +rQ9UUnh6dhTuJud3jsesi0YdZLUUZRmPN9rReqioczxPHbsZQtZIkdL9+MkE +cqUUgUa+2WHkKik+PJF3mU+uk2LEc4sEM3K9FI4T1ujpkJukUF+0X9lO9Vuk +eKz1NqmN3C7FuuODMv9Hv+fIkFTyRDSNrC2DsujVYzlZTwb9s2mRd8j6MgT0 +rJk+mdaDXBkOj1EU/0U2leH+7FMyXVpPWshwL9ro/gqytQz95fkZjWTIENt3 +y+B5tD51leGv1ofOeWSeDFfeVbh2kH1kOP6n4eZiWt/yZZj7KnRRLjlKhjc2 +68K/kQUyuH/XnedM62O5DJ7l6qZ0slIGm5q6mTXkFBlEtxdq9aH1dboMp8UW +e63J2TJ8bSpo8CKrZDDb5XoznJwvw/KZ+6JjyWoZ+mTVHmRdJEP1LfW8OLJG +BvGtdHMxuVKG+moVdwO5qnP8TkyLOsKu/2W4Wr5FVMuu/2X4UPxBexDtF5pk +sDu/vSKE3NJ5vRN2B0rJ7TJEHp8ay6X9DScJ/jYx/0sjayfhRv2UwN9kvSRI +Nz3miGi/pJ+Eyw8cvjSSuUlYMK231If2W6ZJ+BwRPeES2SIJT//yO2ZA+zXr +zuvr3RoeT0YS3Moyh+STXZNwYYyBeRWZl4TrGxJ035B9knBRXjG3hd3/JeFm +QfVq1lFJ+F/XJaIPZEESMqZmmzSR5Z3tvhfjGsnKJOx36PjMtqck4dPZ5Dvs +9dKTcN7/insHOTsJW/qNPjeY9qOqpM7vh63AhpyfBPseaWUJZHUSXMsi6wrJ +RUkw/KhI16f9rqaz3uV+g7aTK5NwLSlDZxTtj6uSkJZZEFNErktCa4rfwCW0 +v65PgiCs56z35KYkhHmJp8fRfrylc363bvK/S27vvB6MzunS/p0jx93G31rj +yNpyfORt2T+WrCfH+3dPi3uQ9eXQvRLr8YCux5XjyIENyGH3/3L8TNswVEi2 +kEPSUf5hAdlajtr3r69akyHHltr6H1PJrnKEfv/2cjaZJ4eDlY5OMNlHDvus +lUPSyHw5dKIth1aQo+QIUx5K16b7Fcix30V434csl+Ns9839zpKVcuh9TjMc +QucbKZ1e823USnK6HNfDjxo/J2fL8WNIv35T6XxEJYe878u3MnK+HF2e3EIG +WS3HIMPePrvJRXLEnzPZvIqskWNoqaWfM7lSjtIRdqPaqV6VHDedk83/ItfJ +UTHdx9CJXC/HkweGe9soT5McBp+fmpSRWzqvZ2Zw5BC5XY7evdu35LHzr0DV +iq28K+z8K3Bw3cBfbnR9PQUu9074so89/1EgOS9m5XcyVwH/meNsA+j+TRVw +VUz/6yLZQgGbIaEWI+m8yVoBachoeTQZCtxbLSw5THZV4GrN8AmPyDwFvoyK +etxC9lHg+bb/vL+R+QpM3S2I/UyOUuCaQ82+V2SBAg1/m5dXk+UK7N5d8eIy +WalAxSavqGJyigLbMods/4ecroBx84CjbHu2AuO/6xdeIasUMJf+UNeR8xXQ +vj+rhb1ftQLO8XlFOnSeV6TAgPritWZkTWe9q9uPzCVXKvBneotvDLlKAYP2 +LO0t5DoFrB6Vdykg1ysQa6RyrCU3KdDBt1Jo0fliiwIli698nkRuV4DT5KS9 +hMxZhjZDrUlrydrLcD/kQ95Rst4yzLF/4HGDrL8MuqfWTnlF5i5D0Np/AlvJ +psuQvGT38I5O/x/Alzck + "]]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[0.006944444444444445], + AbsoluteThickness[1.6], LineBox[CompressedData[" +1:eJw92XlcjOv7B/BRIRSDJHtEEjFIWtCnRIvSvik1LdO+zNLMhCNDnELIIUJl +bMkeWbKkQcieiOyDOFlyyp4sv36v732NP/J6v+65n+v+PNc8M/fzzNDIVB+B +FofD+dX+5///p39LeoS2lS7ugP9Jbd9nfOPxXU1azM32C7f0/OAZrsP83f6f +aVcLLt3ryMzBi8fdBg/y68ysA/1H/w6Kuq/LrIvnBbu2bud3ZdbDmyfLOqv/ +68bMxa4b2v4Dlukz94KtSvuAt3EPZgM8fbL661k+l9kQe3TT02dZ9mQ2wr2S +J5cvd+3F3B9bQ693NW8gD4SLuniSQNWbeTC2d3W+H7/VgNkYnSbOMx+5uA/z +UGT13/N7pcCQeRgcMCM+y70vswli3vqZ6FoZMQ+HkYWTX9vQfswjsFF7y6pZ +3P7Mprhooe3wnDOAeSTO8v7z2/mJbIbj+gLlwsaBzKNQvKd1XOCzQczm6N5w +vrl//WDm0Zjz1TO+tHYI8xhMr/5r+cJYY2YLlB5zT0x+TR6LobZuS/rGDGUe +h0Ulo12SX5N5sJrjXR4VO+x/VvBw1dq97FMjM2c89CL2NBklmrDx8bj8iNe/ +pomZMwFB/gjsIxrOxifgjbHu5pefmTkTMb3twORJ80aw8Ym4K3japPObmWOJ +niYBq2ZnmrJxS9QZ9ars3mUkG5+EBQY3fzqsYVZMgnJbztyXfczYuBWmL7R9 +/66AWWGFVQeibvoMH8XGJ8P6rPcn/f3Mism4Y3r5Yi9LczZuDd1qv0UBZ5gV +1rAuiA256TSajdvArnLAydQbzAobjAx6tJUXMIaN22L4kZkFus+YFbbYOLsi +syXWgo3b4VNg2t5/m5kVdjD7ddfvzbyxbHwKxIfXXPuiNY6NT8HV1dcv6eUw +c6aiZNTs0I1deWx8Koa9FbSM9WTmTMNay1MPbq2j8Wn4NGh0RUY9jdtjfeuo +Ww6DxrNxezw57rNpSCQzB8g3qg8etJsZQLbBgfVT39PrgccxV8IXjZ/wP6uA +M4nJhU9lzBwHHPma8d7vDHP71XLiQKeahx0msvkOEPQJ3RrnzKxywKm4gUe+ +5jBzHMFze+G7sJYZjujz7MSXz30t2XxHuBQUnfGZy6xyxMECM7+125k50xFT +9aLi0L/MmI7sfwX9Do2ZxOZPh0XkwwW5ImbVdMyaX1Trf5yZ44QPsvWFWm3M +cMKQNR0nF9pbsflOWGqZcGbcUmaVE2RBueGXq5k5M6ClvWa9WH8ymz8D1/cY +vJ7mw6yYgdWc/6ZO3sismgHFze6RUY+ZOTOx6/z1+dVDrdn8mSg29rsZH8us +mAlDbvpKlwPMqpnYm97zY8QnZo4z8icbeO23sWHzndHgLckwUDArnHH6xfn3 +Cy8xq5xx4l5330t6tmy+C3K+yGyv+zDDBYpSE7U0n1nhAonnuX3HnjCrXIBf +sWdXDLNj811xZvG7qb9jmOEK9eexfYbsY1a4wniQ3s7fH5hVrui2y2/FoQlT +2Hw3vI2avm2mjBluWJkb0fHJSWaFGww5v5LW/mJWuWHessTcLIepbP4sFCw/ +4/xqGTNmoShveeONq8yKWZh+90bfudxpbP4sCDa2zN0ewMxxR7f4IreiQma4 +4+KzFaMdXjEr3PFmovvHBAt7Nr/99Sbo9F7KzPGA6yvutqyzzPBAUcNsi7+0 +weZ7IE+nTLJgJLPKA90ba3sNncXMmY2ibz4i3xRmzMa9XK2rWmtp/myUrPoV +bF5G82fDc0jDpVt3ab4nnG1feXT4SvM98f6De8kdQwc23xN1k87E8iczqzyx +s2P1l6pAZo4XBkaXy4alMxt7ocLrwT+F+czwgkI3VC/sJDPfC2M99n1a9ZCO +74VLR/qYB/1kVnrB0ap516vBjqyeF95EWO4LcmRWe+FK7+nLLsYwc7zx14OY +5FE5zMbeaBy5XSfyCDO8sVeZLhn1gJnvjU6OfRUD2q/7/9X3RoFV174XTZmV +3hDOqNI55c6s8sbghPLBJSJmtTdeOa7O4ucxc3xglDJx+L0TzMY+iHsovtrn +ATN80HIxYtXUVma+D8LujdWSGTmx+j4Inlj5pMmKWemDG3/dD73vx6zyQZnt +C7tYMbPaB9sdi4Lq1jBzfLHovvh92AFmY184faxpc73GDF/kXl+04s0bZr4v +EiqvOG/vMoPV98U7LaNLH8yZlb5wywxThc9mVvnC9OrpoDVpzGpfyEPsC78W +MnP8UDRmhdGGq8zGflhwfd+HFa3M8IO2t+m6n2YzWX0/6EyZueJCALPCD9t8 +vB4FLWZWth9vuL/aqoRZ5YcdW3ep8q4xq/2Q8dZpOOc9M8cf18Wmx/S6OrP6 +/rCfeHsMTJnhD675q6BODsx8f0xymVBxdA6zwh/l/a365UqYlf5wuWdiULuS +WeWPpj4OgoM7mNX++HdIp0+Bp5k5AUi7fNik8x2qH4CQvUP8td9R/QB0NK1z +LNN2YfUD0MEuq1vFIGZFAHRfVYe62zIrA9BwLMezIoRZFYAPuT6TA7KY1QH4 +3dCy9GA1MycQJwL4J6+YubL6gYj8WnX/2xJmBCLDOT43oYKZH4i6ng8PPmtg +VgTCvHhVnqO2G6sfCOePFgebBjKrAqHDnVByfyKzOhC7x61MbnVh5gRBPa37 +wvpQZuMg1Pd08lalMiMI2aqUfo8XM/ODoNs0eLnjOmZFEMz25174sYPqB2Hr +tMObfpVR/SB0zBwgsrxA9YPQ682XTOltqh+MlvyZV+c/pfrBmGTtePbGG6of +jO87ulpt+Uj1g3Fy7wuJ9zeqHwztAXdUqs9UPximOg5fQxqofjAm9Jforj5D +9YPRO/vu1h9Lqf4cPNLlLDAJo/pzcDakze6uB9Wfg5c/E+QCN6o/B+qL3fOW +0rhiDvStCg/296P6c3BBe05RPp1P1Rw4Xq2uHxZD9edgY5XlcUsh1Q9Bibfq +tHQ+1Q/Bbf7IlB20PoTg4wGzx0tXU/0QfNPZN+7lRqofAqt9TruXKql+CGya +EpzMSqh+CDyqHVwWH6T6Idhsp9SbSP3hhGK7uDjz5jGqHwqjY1+d75ERCvOG +mcW3j1D9UEQE7pEv2E/1Q6EnNlD30PQ/FG7//u6yjtanCsWLTWY3y1dS/VBs +EHXe4EzvJ85cBNsfvJswj+rPhe+qIamL0qj+XLi5R4R7iqn+XAxZpLwXSVbM +xZ8xNWMm0euVczFypMDXXU715+JsXvcB9guo/lwkvl6ddmwR1Q+DSWvW0Gg6 +38Zh6FXMde26nOqHYe8HO5+UVVQ/DDpLgsUha6l+GMb26mekXE/1w5Dj1LZf +X5M/DIfHHefPz6f6YahSjVlwkcwJx8Ljy4c8pdcbh+Pvxk0W1/KofjjSDEs7 +HPmH6odj0G5el3p6PyjCkThe5lKwguqH44exXVjc31Q/HP9yfZcWLKH64Si7 +26spU5Ofj6obh4JmLmTm8vF2MHQ/0Pky5sNl9JGgZDKPD/4osXQ3GXx0vDby +t/wvZi8+ZoXqFZXT8fh8ZF36oz+D6gn5sAmYNf+7gtbPR8+6e42HaX25fPh+ +vlXoT/1Q8tErIv5F1TLmUj623w+Z/0qTj4+lVRvyt2Ux1/BxLnOk/luymo8l +X7salpOb+egWcTukN5kTgUF1y87/pONzIyA1Hjphneb9EIHIXpZn39P6eBG4 +PkYrwIzev4hA9c+XcgHl84rAF11PpUqTPwIdCrqHedP5EUa03y9uiTOj86eI +QPNZQ54nXf+57fNLp/SqputBGQGnujvd1pBLI7DN9/7KzWRVBMp7GCY/JtdE +oP+O8dLpdDx1BEKKMuMryM0RiJ3lARuqz4kEx6v3zhIyNxJ37xbrc2i9xpEY +33v9bysyLxL36qSnZpIRiTEoesbT9D8Sy6ytNr2n4/EjMaxBPj+DLIxEJSes ++g2tRxGJOYklURM1+SPhEr3CJkKTPxK3bjzzm59O+SOxb9CleZma6zsSe2aW +1ObIKH8kSk/16VIopfyRqDGM9aiiz4fmSDzodsmzE5kTBc9blldTJJQ/CuNc +L8/RIhtH4fOXUN45+rzhRUFV+uJHMRlRuDbw2sO9ZK8oLKivFas0n1dReBsX +M+sBWRgFSW6i51vN51cUpPm5gjfk3CjUOa04eZusjMIw5TCrHeTSKDx9c7c8 +nKxqX49d9xhdck0UVgzbnVMkovxR+H51WAcTcnMUXno6ZWzQfP9EY5XvtDE/ +6PueGw1b28YAL7JxNEL1QicXplD+aJhOEI5uTKb80Zj7ISrXhuzV/vqkUVWb +kyh/NCo25ej0Iguj8aP5942tiZQ/Gl8q6x5OJ+dGY5fdpdrPCZQ/GsZXgn8p +aH5pNPT2NXUKoHqqaFxWNtaYkGuiwdEaMFCbrI4GDm/Rfkvzm6NhflI89i6Z +I0Du1Y+dT5C5AnSsc12cTTYWwDOnbacjmSfA3XE63g20Xghw3a32XxHZS4B5 +O/+784bWzxfgzq8yfS+yUIC2hMBlu+IpvwDNSU23m+IovwCHipoLeWSlACYn +rPLnxVJ+AbSq8nvX0X5CJUB9QqCWO7lGgHMvqipfCCi/AFU5R6zWkJsF2HLO +lu9K5sSgpfrfEZ3J3Bj8KWyIqoqm/DH4OORh9XwyLwZF87fYWZARgxMFg74/ +i6L8Meg+oL7TRjK//fXJfc38ycIYHG2T7uhPVsTg1KymPQ2RlL+9/vUx4/eR +lTHIGL2xm4BcGoNY/S4GXciqGHS8PLkuN4Lyx2C1syq9lU/5Y+BkHy1wJjfH +YFCfY8FZ4ZQ/FraVq7yv0P6PG4ubW9cHDtLsB9vHe8b1zJ9L+WPhIvmaP5qM +WBxVe85Q037PKxZWIy45HiTzY9Gj3m/HKrIwFmWjhi2QkxWx2PnPpdsx5NxY +fHpsciSIrIzFlIbz3VzIpbHIPO3YZqHZX8bC17elQJtcE4s901XicyGUPxaO +8eu/R5KbYzE0/3m/N3Mofxx+3WzWCSFz43A9692iqmDKH4c50tpZE8i8OMyc +nJF8IIjyx4H/IPzRZLJXHFaVd+t8PZDyx0HAudIQThbGYUfk0tJ3AZQ/Docn +LxTEk3Pj8OV99zq1P+WPQ7i9T304uTQOy0csM/pG+21VHKaZls8rI9fE4fWy +/qfzyer2PGs/rN1Kbo7Dwf5OtSfInHh0Pim5ep3MjYeZX8yDG2TjeBxcpxV2 +gMyLR2hlYlIMGfEQtny82eZL+eMxlP/TQUbmxyPpydILz30ofzzOb++kciMr +4vFtlejUaW/KH481pclVdmRlPBrOjXpyw4vyx+Pkz9yRIrIqHtz71fVDyTXx +wPvfxQ89KX887n9sCtlAbo7HrDkPBnuTOQnQW9KB14XMTcDCvXd/np1N+RMw +cd6fF2lkXgImCOzWjiUjAQlfMro20/2QVwIMeAszz5D57eN1Jo/Wk4UJOPvd +rH6+5v4pAVHNPXTDyLkJqDW4Y2xLViag+9vy/R3IpQlo+Nsy5KA75U/Ak7AJ +A+3JNQnAz7GZp2ZR/gSswUmzseTmBDhlaT/aS/dznETMP/P95lQyNxGzhyav +fOdK+RORt3CgrJTMS8TW3v3XKMhIxN/LV67wIHslYs7Lg4U9yPxEGExY01pJ +99vCRCgvhNrFkRXtx1sQdN+AnJuIfbP2ttU4U/729VX1Pr2NXJqIw912tCwi +qxIRttGmbC65JhGqtmudrcjqRIRmR2b8nkn5E+Hml3/pJJmThAvDM5ViMjcJ +R8++Tp9ENk5CoeHDW13JvCQEFHf+0zKD8ieht2PHPc/JXknoslMQdJ3MT8Kp +xC5XisnCJHiui7ONJyuSUNN6sXgQOTcJPyzyfK86Uf4kbBhjdV9OLk3CdKPQ +neZkVRK+/f4R3DCd8ifhqenY2E1kdRJCH9lHu5Kbk7CAY+r62ZHyJyPSN5JX +ROYm441lxnMPsnEyGuw7f+pM5iWj8sHnCz1A+ZPxLepb1GN7yp8Mv9t1d3aQ ++cnAorxNsWRhMkRrNi3kkRXJiBZaXOhAzk3Gdv1yk1fTKH8yet3c3viIXJoM +c6u7fZ6SVcngbnTIuk+uSYZe2dJ5KrI6GbPPVSxdQW5OhnY/nSZrMicFz0eW +XHg0lfKnQOJomLqcbJwC+8SUHD8yLwWciRf0p5CRghE8cxcvslcKNoRwUyRk +fgped/wQsJYsTMHjLZy9m8iKFFiv8krX1MtNgem+I3vjyMoUmCcmSqeTS1Pw +LTth2AiyKgU+Yedqe5JrUjDN/ndER7I6BU6j/3v1dQrlT0H6JO4cNZmTiu1t +8ZxKMjcVrZ0zE/PJxqko8RzmLSPzUmE6eFUgn4xU/L02ozCQ7NV+PKdqxwAy +PxXDLkys9SELU/Gh5Y32TLIiFREBsfctyLmpSLg88mYPsjIVu+s9nn21o/yp +GDpi4/MmsioVZqJJr9rINan4VL5m416yOhU2y8/vW21L+VMRtNGi/yEyRwj7 +MBwqJ+sKsWKG6Pd2MleI4Bpzs1SykRAfTJOcR5KNheCa/tXpkQ2zmRDyuxcP +bibzhNhj289XQrYWIuLPy2FJZAgR3jC3ZRnZRYi3/Sq1KsheQvzqr+PaleoF +CfEpannnGDJfiH6Vz7WryXFCNDzdrhxJ+YVCRL18zltEThei8tlJ98tkhRB/ +moX//SBnCxEwtfapoaYfQhxaPDWhPzlfiIq4Fbs7a/ojxFi37HMvaX6JEEcn +X+xwXNMvIb6b7//wN7lciMxtDv+FafonRB+h7oYZ5GohTM3cH0PTTyG2vum1 +yI9cL8TiHq98NXnUQnRpnjG0ktwoRMi91A26mve7EIl7+DxP8nchfhQhKUvz +/hfhTf/Ph/aSdUU4bGSne1JzPYiQ8+pHTjnZSIS9tis6lmmuDxFc86Z+1thM +hJ1HJw7XHJ8nQh+f4mXFZGsRDPaHPKrTXD8iLOg7sqUPXa8uIkyZtFwRq/k8 +EWHF8a7218hBIti+M7QFfX7x29evVTXqPDlOhKCGTJWz5vNWhE0eL+5cIaeL +YHOpdw97+vxWiPBeuEu0g5wtgvTU7ydfybkiZKRkz7N1oP6L0P2Ew6lksrJ9 +PQeLhavIJe3ny87yVR65VISwO8MXZ5HLRUiMPKCXSFa1n48/h7d6k6tFCFx/ +OHI2uUaEfk+KPA6R60UI72iw5BtZLULAjvwHwfT91ChCQ98q/VPkZhFk9W3+ +fen777sIg48ZnIkmc8SobJ2tX0bWFeO44vmtQfT9yhUjWVKTX0k2EkOutblm +G31fG4thPzHvfBntD8zEUB8d4XON9h88MV4cbtE7SvsbazEetA6d4KTZP4lR +kD3aJpXsIsadhnut7pr9lBhus6OiepGDxHDZ/7XvDzoeXwyHM1EPeTQeJ0bb +3It/HycLxdDR8qiNof1devt6Rx8I0KH9oEIMq85anaXkbDF2O3+vDSPnivGf +TbHyBc3PF+OMq2eUFVkpxu3Ywy93Ub0SMTYJDr+eRy4VY8GNB+ceksvFmPLk +F+8izVeJ8U/tbd1etH+tFsPOc9KuLNrv1oix+dcQp3e0364X45GhS70+7ffV +YnjtmqF+Qm4U47xEL3s23T80i9v3D2FNKeTv7euvCi+PIHMkONvRP0hzv6Er +QZ+ZJn9MyVwJpn/f76qxkQR/+o7JsSYbS7D+wrhh3mQzCX7pm05LIPMkOG4k +ef4X2VoCrQ9VXsvJkODx5f2TNpBdJOAdLtI6QvaSYNv03lEt5CAJhuZMfRBL +9098Cfqt/nftcLrfipNAmOu4cRzdnwkliDczuCak+8d0Cbr2L5rwUXP/KYGl +v9NYBd2/Zkvwcbzl1y90v5vbbsvFfSzp/jlfApPdUYWjNPfnEnzt0hzxkFwi +wQMfE/Mgej5QKoH9m2/BV8nlEsz/WGEcRM8XVBKsdBqe2Y+eR1RLcH2xe4se +Pa+okWCfoqPSkJ5v1EtQonO2vx49/1BLEKDcpX+Z3CjB+b92brWl5yvNEoTp +Xp2VRf4ugejE0YZTZE4argyPS8yl5zm6adh/csUFE3qexE2Dm26m/VZ6HmWU +hqdpWz1+0/Mu4zQohrcqDOh5olka6jM81hXT81VeGor1HMuy6HmudRpmps4P +OZZB/U+Djzzroeb3F5c0lFx0O/qLfs/wSkOMKPh6G/3+EZQGz5t3T58roP6n +IaB2rEUC/d4VlwYL42/2B+n3K2H7ejxTgr7Q74/paTAZnrAuo5b6n4aEV3cG +lqup/2l4tDfUDB+o/2nosqhfw8cf1P809B1+r62606z/WZkGQein6cd6Mpe0 +5xXOOJs7gLk0DTcttomHDGcuT4PX8C2X9oxmVqVhiXRu3oHxzNVp2Dyg9fB5 +K+aaNJTtrw7MGcdcn4bwgoHjxwxmVqfhcV12rKUJc2MafnGtZ0jMmJvTUBi4 +2/2jBfP39jzr7W3OTWTmSPFScnTMfzbMulJ8XL9uxBIwc6WQyRZwUpyZjaTY +zJmwd91sZmMpMkLqBFX+zGZSoKtB4JVQZp4Un8t6NKZEMVtLwU25jZx4ZkhR +GB3e3C2V2UWKtfzt0x9JmL3aj5+x/mWznDlICt2y9xddFjDzpeCXdWx8sZA5 +ToqEeTO/X17ELJRCVHGnV8/FzOlSlJrtmPyOrGh3QXf52iXM2VLUl4aPt89k +zpVifHyXpiFLmfOlON56aqPTMuq/FK1qp9/b/6b+SxFQH10xOJv6L8Vso60J +a5ZT/6XoGzVh2+MV1H8pXn8Mv9i6kvovxcAP9o/f5VD/pRCOFeVVraL+S/Fh +wt73+aup/1JYPTm3R76G+i+F/3rj2qhc6n97vlylvv9a6r8UQ1veukz9h/ov +Q7pN6y3uOuq/DG6Olb1vkbkyFCe8PbNoPfVfhkD3vPM2edR/Gb64cG/02UD9 +l6GXYVtX043UfxnaAv7+k5xP/ZfhaeHo7s83Uf9laPnxxTVsC/VfhjGLlvar +KKD+y9DU4eNfDwqp/zIIMh+G5hVR/2V4bu5YoSbHyTD7jm1iBVkog26ks489 +OV0G6zKXm9l0PIUM96aEpV+getkyRAcNG2NIzpVBZ/SfTgW0vnwZvAy9eXyy +Uoadfg/05pJLZFgnW8lZTC6VoX7O1NHHyeUyGIqz5W/JKhkqatrW9aF61TJk +TLUysyPXyHDH+3FjHLlehgsORtLDZHV7nqzJD0ZQnsb283+lbcctcrMMy/2u +/N5P+b/LcLJ0R3rpVuq/HF/HLdp/Xkn9l2N+iL3N5W3UfzmsL23rtGc79V+O +hVu6vwrYQf2Xg9toscF+J/Vfjp+x5q4baT5PjreZrkrN8azlqJDb9H5Nhhzi +j7eLf5Fd5Bgwb8fPHlTPS47VnT4vMSAHyVG5efEgzev5ciR5jKo8TY6TQ1r4 +WeRKFsrh8Wxd617Kly7H7iRtbgvlV8hh+nTwaUtythxuK5pM19L5ypVD78Ce +6wPJ+XL8Csno8prOr1KO9xX9fr0nl8jx49a0a6b0+lI5LHlfLi8jl8sRXPjW +5wdZJUfRPxcOpVP9ajmWmhs6tpFr5LgQ9LXfElp/vRzNRXm+XMqnliOQ93RZ +Sbv/D7jAbf8= + "]]}, + {RGBColor[0.922526, 0.385626, 0.209179], PointSize[0.006944444444444445], + AbsoluteThickness[1.6], LineBox[CompressedData[" +1:eJw92HlcjN37B/BBERUhSaRBepItEZWWT4pCaZE2LVNNNe2zlH2ZbFmikijr +CD1FKA+KLCNbCNkr22TNluxC+fV7fc9190e93q/Tua/zua+Zc5+ZQeFJ3pEd +eTxeVvuv//9LP+l6L7rnVnbE/6RyqGhoTe81RI252SGzc9aDe6vVmX86JAty ++n/50pmZhy4Htc7PE2owqyFo6flx0vquzBoozjtV9nqWJrMWrgyofPz4vhaz +Di5OGGgyK7g7cy9Yl336PfVND2Zd2By7aB54WodZD1839l54YXVPZn1MzPn7 +5qFvL2YDhJ7Q5m/5pzfzALieGS19+4s8EIXDt5lX1egy89HJKVJ/UFEf5kFI +ayo6+WK5HvNgiK+U7uwQ1pd5CG7bNRlFQp/ZGPojnX1+D+rHPBRB4Wa+h9UN +mE2wedfqR3HvyP8gZX2Pd/3v9Gc2xbR5J8YcODWAeRiCPOs2qxcaMpthwaA9 +VXo5A5mH45tZetGV5UbMI6BhZBunZsNnHonnOabJT4+QR6HHxuWucSMGMY+G +a9/VXjsKyOYweHvcKG7Q4P9Zbo7xTV8Lrm5n5o2B062RxUf0h7DxMShY26Qy +yGHmWWCS5r3fv3sas3ELmPbxF3pkMPPGwlBHr6K79lA2PhbjQmrDxq5j5o1D +bP8H8453NWHj4/Dsl6wyczUzzxI7e3t8OdnlHzZuiU3V+ZtGpjHzxqPhruKf +hs6mbHw8rmr9Dbixipk3ARYRqQebOg9j4xOwW99ksl0aM88KyhpL0fEuZmzc +CjOmL1f6rWbmWWP4Afch/K7D2bg15rl369djLTPPBoslcX+HaI5g4zbYatIg +Ck5n5k3EjKIh3ie0R7LxibCO2nzLMoOZZ4vFBj8339IZxcZt8aQiP23dRmae +HZ5dPfAtTHc0G7dDRcdRT702M/Ps8dg+bdEILXM2bg+1eJvb1u7MPAekq+1Y +4bGBxh3gsHaOR/xNGgeElvNvbNAZA0Z4L1515pgXsxwYsP/YCNVGZiXQ9b5N +uvZdZp4jOv4ZLrbrY8HmO+Lu1oMmSb7MckeU6Qzbv3sLs9IRE8YdaL1Ty8yb +hGeXr3TqbDCWzZ+Eg0ObTK1mM8snod4wa2PcdmblJHzcXBi9+zEzzwnfS/OK +6geOY/OdUNz21kRfwCx3gkfo2rrA3cxKJ1w6veD9nmfMPGc02GhGfR1iyeY7 +o1nPvNotklnujA9hpzUPFjArnVGuey5ft5GZNxnys87Plw0bz+ZPhtUOfp8f +sczyyXB8sdBSXMysnIyZtW7K9x+YeVNQUCTKjh09gc2fgqikoJZXYmb5FGR+ +ufMg5AizcgquK7d2uPmFmeeC04X98sZZWrH5LhCNFkWtn8Msd8H7TZN1a8uY +lS7Y6SwP0m1h5rkiuFRtqJONNZvvinf7N82LWsgsd4WVToBn6ilmpSsWD37t +tqWVmTcVubUX8ovtbdj8qXidXXf94lJm+VRoSyLLXiuZlVNh1VDVv2/HiWz+ +NFQvfdzH34kZ02C+9eLBgyuY5dOQZjm2V79LzMppsBEuK97axZbNn476843L +x0xlxnQYiFqNHq5llk+H+oDmC9nVzMrpeH3/5Uff7nZsvhvuax3JM/Jkhht2 +TY80bMxilrth+eKFO4ruMCvdYJC8+X1wH3s23x3PrdX4rb7McEfjlYYqeS6z +3B1ntos0X9QxK93xZ4mLsXF/BzZ/BrZ7luYjiBkzoBqbNWviDmb5DMRHLC/p +94RZOQPzH88dIO4BNt8DtseGS6tHM8MDc7oGh//jySz3QJq6wc9VYmalBz4l +tSz8lEnzPbHUu0vXhFJmvidO3LTt//cWXc8TR1Mz+hR/ZhZ4Inptfe2c3o7s ++p5I/twqEYxjVnji1cikp9GzmJWe+Gn6996aOcwqT9w52meDcgszzwtjI5qG +q51g5nshry2z8/R6Znhh6EkT/7W/mQVeeDPMrvr4gEmsvhcaPm3PvWjHrPBC +p8vfrh8MYVZ6oWTAs0LRUmaVF15K3/b/vIuZ541yv5H6U5XMfG/4DetzM0nF +DG+kCg+7xbXvM/+r740iUVL1ZD6z3BulriJJFzArvPHVtC37VCiz0hsDbawt +U5Yyq7wxqMehVY67mHkzoWd42MPiLDN/Joy1Mdb/KTNmYtWJ28cq/1L9mcg/ +nfdmCd+Z1Z8JjYuTGnMcmRUzsdygaaZmBLNyJgyGq5U9XMGsmol+wfb3/hQw +83wQPb5oReAVZr4Pmj+f06p7xwwf7H9eMcu3+2RW3wdnXvm7HTRnlvsgKqPV +6JQ3s8IHfS491Q1LZlb6YE7t2MtpOcwqH1RUmX8bfJyZNwsbX38RjLrPzJ+F +kz8UiYe+MWMWhh9UBB/WncLqz8LHXpW/ncYyy2ehuvrwzBVezIpZOPPp7Iv0 +JGblLJjczHVYsp5ZNQsr7/3YuOgAM88XlZvsJhy+wsz3xabLQwrRyAxfnKwP +6RHSxYXV94Vmk0tH63+Y5b5QxeprqLkyK3yht2OZ5F0Ms9IXOks39+++nlnl +i+8nK0YllDLz/MDHJrvG+8x8P6w3XGM0tJUZfphzaFnRriGurL4f0Na28vRU +ZrkfRpeNbvyYyKzwg/qhe0NubmRW+uHTXist42PMKj/Mv2WT9eIeM88f0QVC +/6HfmPn+kBULl2r1nsrq+yOtwyPdqtHMAn/YlnfZlDedWe6PR91+LN8exazw +xzXl2aK/cmalPyYlOI/5tZVZ5Y/PJr09zhxl5gUg5vLwQ8tuMPMDsKbOsMuq +RqofgIYW+SndTtNY/QCUtuzJ2DiQWR6AosKn99ZOZFYEoMrhgaAqkFkZgNN1 +yJQsZlYF4H7p+bTe+5h5gQiY+6PJ/Q4zPxBmQ89nRmpMZ/UD0fTcNsXPkVkQ +iL0fxhV9nMssD8QHO/O5lf8yKwLR/ER9rFkNszIQ/Vpfb838zKxqv17PLOUm +HTdWfzaMzySZpgxn5s/Gk1K9AdrOzJiNCUP1I1oCmQWzYfhhtGqjmFk+Gyv3 +LkoctpJZMRsLVmV0f5/LrJyNtD8r61sOMKtmI+vKnDThGaofhJ0G45Mta6h+ +EN4mvX6Z2ED1g9DxbM2+bp+pfhA6fIyvbe7gzuoHYdu1fkXNOsyKIOQavv9R +PJBZGQTBvujxQjNmVRA0/FNgZ8HMC8bQkEXTlpgz84Ohtdl4yk5NZgTjz6X0 +8PxUqh8MvVG6XRY4UP5gfHrc60P0eMofjK7jBufetaH8wThqv/LFbSfKH4w8 +DZOdyhmUPwSfvt9zyaL7yw/Bng17zlVGUf4QaCuv79eSUf0Q+AkXJ2Mp1Q/B +iOTrD63XUf0QbL+nXvJgM9UPwclOiGjZTfVD0DjLKWRxMdUPReOTnd3tjlP9 +UJxaq7O481mqH4rLqdeeb7lE9UOR5atzdFM11Q+FbkrftgzqnyIUalV/n/Ju +U/1QzNUPC/CjcVUorPmLHmtfo/oCXJuTPvPHOWYdAdYHuJaWHaP1CHDWqXR6 +y7/M5gKI3gapWrbS+gRY4Titek0ms6cAGYaxjpI1tF4BoiqEd7bQ61MswPXw +h+Pnr6D1C6Dn9PDhAhrPFGDJiVEWPVdTHgH6iOy1quj+lgjwTq/fFweqpxSg +YeqhrcNymGsEeOZiP2ISrU8lwJpvBts8dzE3C9DJ1SN98F7KH4bvu9bdXldI ++cMQN+7spgjqDz8MU+r+mK04TPnDwPt4R6utlPKHYdy7AVsD/qP8Ydj6Ks3z +AlkQBqOZh3PfHqH8Yag1LtnQgebLwyA289o9/BDlD4N+S+SDffspf3v9LSt1 +Kwsofxj6hbj8qM+n/GFY/Wb2A2fKVxMGx0O1rY7bKX8YPp7+VdKaR/nb60VO +v5xO+wMvvP358HhZ8xbKHw7nPU9n9KNxfji8mvo9fkM2D4cqxNrClut/OPJC +bvRu3Eb5w/H8Ec+uagflD0fA37tmp2h94nD8W272rYDeD/Jw/DyfVJ2wh/KH +Y5XTYsef1B9FOEbyFPYWXP5w/Mn++EubXo/K9vVnjUpeQa4JR3TcINdNZFU4 +DHuatYDcHA4buaJvNl2PF4E+Q+ub8vZR/giU3mq6HUf1+RFomvDn2hBan3kE +1NTnGD6m9SMC21717XlYQfkj0HJXMOAA5RVEwCo+IfnxTsofgSdRVtYzyPII +pHjszOhAzozAhvOxCd/p/ikiUH161Z2hNF4SAfM658DlZGUEMt7rVfC4/keg +TU2/WxZZFQGNKL+jw2l9zRG45VjmcY3ME+LioumiJMqjI4Tm2GdDutLriy/E +iOGGx7LJ5kL8nTzCXp3uB4ToNn/cbV+ypxCpLxJEqWSBEIUb+jUuI4uFiOtU +sTKYLBfC5NOWtr5c/4X4kLjuVwXVUwihYxwS6UMuEaI84d6vRlqvUgj1N2XB +cnKNELum6MTrc/utEKdDwquPcvmFuPE2Md2Xyx+J7Gl7ctTJOpFYLi3+eIXu +Hz8SoTFNh4rI5pG4Ky/vu4+MSFx70fPrcbJnJEacezStlut/JPRH5o5Uo+uL +I/En1DLViiyPhL9QekFGzozEB1fetCNkRSTUWjC1iVwSiaIbnbYP4vJH4sUh +9QOuXP5IHJ+3rSGcyx+JhuLudhJycyS+muRcTSbzovCkCy8sket/FMrDVzqE +kvlR+K9hf8oUsnkUjEXdP5hxr/8oJBkbaWuTPaPQq/y183taryAKsXszVl3h +8kfB7KPq0r9c/ijUa9ecWMflj8L3jTsOzOfyR+HMWkM/7v6UREHX4rXGXLIy +Cgtv/5y0glwThZHjT0/dQlZFYYG2UUgJ1/8o5Fxudr3O9T8aT9DfhFuvTjRs +/hzN6sblj0ZG47Btxlz+aOwJ7l9pxeWPxhEX55+TufzRuPzI8ep0siAaX2Iq +/KeSxdEweA8He27/i8aLUX7yseTMaHiVJlibkhXRSIGHQ09ySTRGKMQnO3D9 +j8akfctl37n87et/7mLL5VFFQ293x1wVlz8ay1eUzqjl8otwuyZv5mUuvwgG +UbuCuPvDF+Gv/HLNJbK5CE3Pvg07RoYIxj0+F+3i9j8RBngcMOH6IRDBRPO4 +KILrvwiPfBZYTeL6L4JXj7kDTbn+i2DkOfdlf67/IrhH2uUbcf0X4e7aomej +uP6LEKX+cje4/CI8MH6p5sblF+H3wIXnODeLYD4twtuZyx+Dd3nSxAlc/hjs +0utU2YfLHwOt50/79uLyx+DVrjXLunD5Y9Cp+Hm3Vu79H4Mqp/Otn7n3fwy2 +tc0wfMs9/2Lgm9XhewNZHoMZp3MduP0iMwauA3oZXyUrYtDxgdKf219KYrDe +hzeyjKyMgZui1mg7t//HwOF3v7ACbv+Pwe+6tt1buPNPDG471z1OJfNi4VUT +KYsn68TC4eCKBD9u/4uFS+VXOHH7XywWT1aYjeb2v1j8OFZ+24DLH4sJfzQs +1Ln8sch4OsHyI/f8i0V2nMX3Ou75FwuLb4+iL3PPv1h8G7E/4zhZEYv/QhLN +9nLPv1gECtfapHPPv1i86FW1Pp5cE4vVbZZNk8mqWOQlaej1JzfH4svHidlN +9HzlxSE0KdX3HFknDvdL+oVkk/lx6Pm9b0Yk2TwOVWm2R2zIiMPOvoO26JE9 +47A7fO6TX3T+EsQhsWz6nxdkcRyWPhXa3iDL47Dl473Xh8iZcViUe0q0jayI +Q27rodQIckkcytZOHmNKVsZBtrLvg490/qqJwznRieBzZFUc1FOSkxTk5ji4 +Hb4TmUPmxWNontXNPWSdePBMu0bsJfPjMdDm1J8Csnk8tnd9N3QfGfEI2Nyi +mced/+KR+nZ942KyIB4X76VP8iGL4/Fg7fIPRmR5PN52H932is6TmfFYdMBv +42GyIh7JPHvHxeSSeMyrW3TYk6yMx8N9N2+Zkmvice652Ss17vwfjzNL57p3 +JzfHQypNedeDzEvAWB3xgt90PtZJgF7bsb5NZH4Cojtezm4gmycgyMqKd4mM +BAxa3xSxm+yZgOT5AytSyIIE+FhczHEhixNQFxPi0J8sT8DzG1McPtP5OjMB +qePNnl8lKxKw/WWNZj65JAFaxyLup3Cf7xOw6lrbRBdyTQLW1ty3487vqgT0 +fLKpijvfNydAv3DguWoyLxGZOwe6FHPn/0TUJ+pfW0fmJ2LHTQOJiGyeiIx3 +uxMcyUjE6tIaQV+yZyIMs21t39LnX0Ei2s5velZGFrc79qhoEVmeiIfZWyvH +kTMTcSWgsL6BPs8pElHwrj53DbkkERf8HEwsycpETLAf5vlhE+VPhPy8t2UZ +WZWIgK8HtbPJzYkozG4NuptN+ZOgs6TbhRcbKX8SDK7ecHtF5ifBOqWx6i3Z +PAl/jpeu/kJGEtaXPnFuI3smoazznvAudH1BEr7pNDV0I4uTYGRUXaBOlieh +SnXf+zvNz0xCF6Wy7DFZkYTxr+rvV5JLknDh9FfLnWRlEh7V/lDOI9ck4cSI +s1dnkVVJmNUw0jeK3JyEtNWvAmeTeWIcvbyymxFZQ4xSCz9DTe5+iDE4lMdr +yWLWF0NcUHztFZkvRvkn/233yKZi2MUe0LxANhdjgdFKqxKylRghC9wn5ZIh +xpZ/IvcuILuKoVRrNfMje4rh/7IubjTZXwwbH1FIZ7JAjEvf93Z5St8HiMRo +6OXmWEEWi3H1euWGbeR5YmSeXd9dTpaLobmiqyKGvFoMw6P2QwLJme15dwlc +ZpJzxXjYq+i+D1khhmvwiuPc/xe2r+/+f0uCySVidPrcMZb7/3Ix3j/0+WTF +fX8hBn9J1L2u5CoxRvVJFlZnUD/FqOmTor6OXCvG5iJhvhdZJUbWLfcRw8iN +7ddvObFBl9zc3o+eGUN1yD/FSNh59nZvMk+C0qyAaj2yhgQRxU6h3LiOBCue +nnyvQdaX4Pfxcs/fG6j/EuztFDC+mWwqQf7wD5XvyOYSGF4rDmsiW0lQvq91 +61cyJGjxMQ8rJ7tKcPfp1rB7ZE8JBlb0KKsm+0sQoj23+DRZIMGRBy5j9pNF +Epw3Pns1hyyWINRaS5lKnifBhC0XHePJcgk63yw19CevluCjgdsIF3Jm+/2x +TZ9oQ85tnz9pyVpLskICl03OOdx4oQRZzZ06cvNLJBjvEhLvQy6XYOqNpRsD +yUoJvISX1GeSqyQ49Sx9mS25RoIL56cc7U+ulWD+ij2mLeup/xKcld5Re0xu +lCD75g/Ta+RmCfixkW/OkX9KYLrbI7KCzJOiJu/v21KyhhQrr1sV5ZN1pDC4 +ceHiBrK+FKGfik7OJ/Ol6KERezCKbCrFqnS3bF+yuRT+el0sXclWUsQPGnzd +mgwpHG3nvzAju0qhM6JgqxHZU4pDsQsb6tKp/1JMdS8bfZcskKLR4JHuHbJI +ivEewQdvk8VS3BUKpDfJ86To2D1h4yWyXApBd73kMvJqKfJb8ufuJWdKoZUw +eGkWObc9zw3NlGVkhRTTor+J55MLpfjguGZNCrlEihvhTWoycrkU1heqauPJ +Sin2fIkeICdXSeGXUO6bRK6RQry32CyQXCvFOc3JemPIqnYXWhRokBul8Og5 +48tT+r60WYpx0W/GXyH/lCJCrpV/isyT4e79VW+OkTVkiO58fMkhso4MvRuq +8xVkfRliB2TkppH5MmzYGRAcSTaV4enL+UvtyeYy+Hz+b0s/spUMXzsOufV7 +LfVfBu3nmnNekV1lEHbvuO4+2VMGk13nTlwi+8vQ0cQy4QhZIMPLTjOQSxbJ +EGa5Q7iALJYh6r/WwiDyPBnCRVfTHclyGaqWNAtMyatlyDhgeFqbnCmDU7x9 +6wf6PjtXBsnLdWOryAoZ+p+58mIPuVAG532GizLIJTLUDTuxKoVcLsOyNnlI +KFkpQ4+M6v7u5CoZ5j2sFI0n17Rff7PMoDe5VoaSl80nn9D346r2/nW2D9hK +bmxf39ecW9PJzTIszdk+6Hca9V+GzZNfWhwm85Jx9taV8jiyRjJsz1vXm5N1 +kvE079f6P6uo/8n4OinhSjWZnww9e5X7brJpMoy9VWdTyebJcKzydXel61kl +Y6Hp7b3qZCRju++KYR3Irsm4u6TUpjPZMxkFPxx3dCP7J2N3V/VWNbIgGX4n +f9V/oHqiZHzzPn20kixORsWRhrw08rxkGFppNU4my5NxM1WvWqPd/weD4NyI + + "]]}}, { + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[0.006944444444444445], + AbsoluteThickness[1.6]}, + {RGBColor[0.880722, 0.611041, 0.142051], PointSize[0.006944444444444445], + AbsoluteThickness[1.6]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[0.006944444444444445], + AbsoluteThickness[1.6]}, + {RGBColor[0.922526, 0.385626, 0.209179], PointSize[0.006944444444444445], + AbsoluteThickness[1.6]}}, { + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[0.006944444444444445], + AbsoluteThickness[1.6]}, + {RGBColor[0.880722, 0.611041, 0.142051], PointSize[0.006944444444444445], + AbsoluteThickness[1.6]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[0.006944444444444445], + AbsoluteThickness[1.6]}, + {RGBColor[0.922526, 0.385626, 0.209179], PointSize[0.006944444444444445], + AbsoluteThickness[ + 1.6]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}}, { + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[0.006944444444444445], + AbsoluteThickness[1.6]}, + {RGBColor[0.880722, 0.611041, 0.142051], PointSize[0.006944444444444445], + AbsoluteThickness[1.6]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[0.006944444444444445], + AbsoluteThickness[1.6]}, + {RGBColor[0.922526, 0.385626, 0.209179], PointSize[0.006944444444444445], + AbsoluteThickness[ + 1.6]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}}}, {{}, {}}}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->{True, True}, + AxesLabel->{None, None}, + AxesOrigin->{0, 0}, + DisplayFunction->Identity, + Frame->{{True, True}, {True, True}}, + FrameLabel->{{None, None}, {None, None}}, + FrameTicks->{{Automatic, Automatic}, {Automatic, Automatic}}, + GridLines->NCache[{{5}, {2 Pi}}, {{5}, {6.283185307179586}}], + GridLinesStyle->Directive[ + RGBColor[1, 0.5, 0], + Dashing[{Small, Small}], + Thickness[Large]], + ImageSize->Large, + Method->{ + "OptimizePlotMarkers" -> True, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}}, + PlotRange->{{0, 100}, {0, 58.392494256302655`}}, + PlotRangeClipping->True, + PlotRangePadding->{{0, 0}, { + Scaled[0.02], + Scaled[0.05]}}, + Ticks->{Automatic, Automatic}]], "Output", + CellChangeTimes->{{3.7840245244509993`*^9, 3.78402458298173*^9}, { + 3.784024681018528*^9, 3.784024724014717*^9}, 3.784024763657193*^9, + 3.784025128469058*^9, 3.7840286079645*^9, 3.784030682714657*^9, + 3.784030986859168*^9, 3.7840310517035103`*^9, 3.784031738942706*^9, + 3.784033066670073*^9, 3.784034753842865*^9, {3.784272235900868*^9, + 3.7842722630282393`*^9}, 3.7842749124056396`*^9, 3.7842750627494917`*^9, + 3.78427668215551*^9, 3.7843806023755198`*^9, 3.784451016499971*^9, + 3.784530397353044*^9, 3.784531929634606*^9, 3.78453235729887*^9, + 3.784884961499715*^9, 3.7849543519552813`*^9, 3.7854910723540783`*^9, + 3.78557716337705*^9, {3.7855772956804867`*^9, 3.785577315130979*^9}, + 3.785578623318103*^9, 3.78557900539783*^9, {3.785582413631228*^9, + 3.7855824216214457`*^9}, 3.7855868279154243`*^9, 3.7856511175069427`*^9, + 3.7856641873039217`*^9, 3.785664412783832*^9, 3.7874854392390957`*^9, + 3.7876386260384903`*^9, {3.787641005544148*^9, 3.787641012897567*^9}, + 3.790513992227169*^9, 3.790514195952261*^9, 3.790515738629047*^9, + 3.7905172311028357`*^9, 3.790517358478238*^9, 3.7905176112892027`*^9, + 3.7906748015614367`*^9, 3.790676823942395*^9, 3.790677332128187*^9, + 3.7906811050375443`*^9, 3.79068135550065*^9, 3.7906823915587473`*^9, + 3.790683494366438*^9, {3.7906838054275227`*^9, 3.790683813364122*^9}, + 3.790686931796153*^9, 3.79068796393581*^9, 3.7906886876827908`*^9, + 3.792737558455082*^9, 3.792738183632942*^9, 3.792741309549464*^9, + 3.7947184513028927`*^9, 3.794719765229661*^9, 3.794722835331677*^9, + 3.79472312441603*^9, 3.794739840214275*^9, 3.794800484861577*^9, + 3.796095252484804*^9, 3.796350562325583*^9, 3.796350991473682*^9, + 3.7963511661296673`*^9, 3.796355746194899*^9, 3.796358178866083*^9, + 3.796364261853984*^9, 3.796541297136344*^9, 3.7971414227509613`*^9, + 3.797155096556613*^9, 3.7999794124592457`*^9, 3.799986687162423*^9}, + CellLabel-> + "Out[867]=",ExpressionUUID->"fb691c95-6287-4cf1-97bb-ac2cbafbfd3e"] +}, Open ]], + +Cell[BoxData[ + RowBox[{ + RowBox[{"t0ampsdataall", "=", + RowBox[{"Table", "[", "\[IndentingNewLine]", + RowBox[{ + RowBox[{ + RowBox[{"data", "=", + RowBox[{"Select", "[", + RowBox[{ + RowBox[{"mysxscase22modeRD0sh", "[", + RowBox[{"[", + RowBox[{"index", ",", "j"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", "i"}], "&"}]}], + "]"}]}], ";", "\[IndentingNewLine]", + RowBox[{"ansl", "=", + RowBox[{"ansall", "[", + RowBox[{"[", + RowBox[{"index", ",", "j"}], "]"}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"cfit", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"data", ",", "ansl", ",", + RowBox[{"{", + RowBox[{"x0", ",", "x1", ",", "xm0", ",", "xm1"}], "}"}], ",", + "t"}], "]"}]}], ";", "\[IndentingNewLine]", + RowBox[{"amps", "=", + RowBox[{ + RowBox[{"{", + RowBox[{"x0", ",", "x1", ",", "xm0", ",", "xm1"}], "}"}], "/.", + RowBox[{"cfit", "[", "\"\<BestFitParameters\>\"", "]"}]}]}], ";", + "\[IndentingNewLine]", "\[IndentingNewLine]", + RowBox[{"{", + RowBox[{"i", ",", "amps"}], "}"}]}], ",", + RowBox[{"{", + RowBox[{"index", ",", + RowBox[{"Length", "@", "tag"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"j", ",", + RowBox[{"Length", "@", "modes"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"i", ",", "0", ",", "100"}], "}"}]}], "]"}]}], ";"}]], "Input", + CellChangeTimes->{{3.780651215350163*^9, 3.780651313546767*^9}, { + 3.780651366789349*^9, 3.7806514272776327`*^9}, {3.7806515983677473`*^9, + 3.780651598538396*^9}, {3.780651790479979*^9, 3.7806517908408337`*^9}, { + 3.780658216935227*^9, 3.780658305258608*^9}, 3.7806603184820547`*^9, { + 3.780662324798668*^9, 3.780662347922201*^9}, {3.780662574847891*^9, + 3.7806625914564657`*^9}, {3.780808669521875*^9, 3.780808760944168*^9}, { + 3.780808792482709*^9, 3.780808838177062*^9}, {3.780808891406556*^9, + 3.780808902480772*^9}, {3.7808089430189466`*^9, 3.780808946972209*^9}, + 3.780809057392706*^9, {3.780809107939711*^9, 3.780809141367982*^9}, { + 3.781855605567459*^9, 3.781855610847719*^9}, {3.781855754012388*^9, + 3.781855755208273*^9}, {3.781855819643965*^9, 3.7818558224902*^9}, { + 3.783325822874749*^9, 3.783325858130108*^9}, {3.7833271885686903`*^9, + 3.7833271887325287`*^9}, {3.783331448057081*^9, 3.7833314489690647`*^9}, { + 3.7833314827321777`*^9, 3.7833315017241983`*^9}, {3.783331550962682*^9, + 3.783331575836596*^9}, {3.783331606902872*^9, 3.78333160877241*^9}, { + 3.783331658291823*^9, 3.783331664732849*^9}, {3.783331732186399*^9, + 3.783331773697101*^9}, {3.783331866669449*^9, 3.7833318741751347`*^9}, { + 3.783332005549807*^9, 3.7833320416290894`*^9}, {3.783332107820417*^9, + 3.783332121214839*^9}, {3.783332153772459*^9, 3.783332157384798*^9}, { + 3.783332300264325*^9, 3.78333230652602*^9}, {3.78333234928224*^9, + 3.78333235255939*^9}, {3.783332553375717*^9, 3.783332553608099*^9}, { + 3.7840077871681433`*^9, 3.784007839641217*^9}, {3.7840078896502028`*^9, + 3.784007897789222*^9}, 3.784010873133605*^9, {3.784011007367366*^9, + 3.784011011798514*^9}, {3.784016830798374*^9, 3.784016854851472*^9}, { + 3.7840171064244337`*^9, 3.78401710821238*^9}, {3.7840173116629*^9, + 3.784017323286153*^9}, {3.7840221428207006`*^9, 3.784022146414266*^9}, { + 3.78402221725004*^9, 3.784022217504258*^9}, {3.784022278205883*^9, + 3.7840222927818213`*^9}, {3.7840231774379377`*^9, 3.784023205089924*^9}, { + 3.7840232497374353`*^9, 3.7840232524367123`*^9}, 3.784023283244182*^9, { + 3.78402481064734*^9, 3.784024811226666*^9}, {3.784024995905851*^9, + 3.7840249972110357`*^9}, {3.784025090922542*^9, 3.784025093742702*^9}, { + 3.784025136846437*^9, 3.78402517442352*^9}, {3.7840286139906893`*^9, + 3.784028615074128*^9}, {3.784028736387385*^9, 3.784028739286831*^9}, { + 3.784028914775527*^9, 3.784028916774022*^9}, {3.784028955123665*^9, + 3.784028975311419*^9}, {3.7840306785395527`*^9, 3.784030679247593*^9}, { + 3.784033370996297*^9, 3.784033375602744*^9}, {3.7840347579018183`*^9, + 3.784034770020143*^9}, 3.7842749467334948`*^9, {3.785577319304596*^9, + 3.7855773208715277`*^9}, {3.785582429473043*^9, 3.785582434442622*^9}}, + CellLabel-> + "In[868]:=",ExpressionUUID->"6a1d7439-ea63-47df-ab64-8ba28fae006c"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"t0ampsdataalltest", "=", + RowBox[{"Table", "[", "\[IndentingNewLine]", + RowBox[{ + RowBox[{ + RowBox[{"data", "=", + RowBox[{"Select", "[", + RowBox[{ + RowBox[{"mysxscase22modeRD0sh", "[", + RowBox[{"[", + RowBox[{"index", ",", "j"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", "i"}], "&"}]}], + "]"}]}], ";", "\[IndentingNewLine]", + RowBox[{"ansl", "=", + RowBox[{"ansall", "[", + RowBox[{"[", + RowBox[{"index", ",", "j"}], "]"}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"cfit", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"data", ",", "ansl", ",", + RowBox[{"{", + RowBox[{"x0", ",", "xm0", ",", "x1", ",", "xm1"}], "}"}], ",", + "t"}], "]"}]}], ";", "\[IndentingNewLine]", + RowBox[{"cfitn", "=", + RowBox[{"Normal", "@", "cfit"}]}], ";", "\[IndentingNewLine]", + RowBox[{"amps", "=", + RowBox[{ + RowBox[{"{", + RowBox[{"x0", ",", "x1", ",", "xm0", ",", "xm1"}], "}"}], "/.", + RowBox[{"cfit", "[", "\"\<BestFitParameters\>\"", "]"}]}]}], ";", + "\[IndentingNewLine]", "\[IndentingNewLine]", + RowBox[{"{", + RowBox[{"i", ",", "amps", ",", "cfitn"}], "}"}]}], ",", + RowBox[{"{", + RowBox[{"index", ",", + RowBox[{"Length", "@", "tag"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"j", ",", + RowBox[{"Length", "@", "modes"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"i", ",", "tfit", ",", "tfit"}], "}"}]}], "]"}]}], + ";"}]], "Input", + CellChangeTimes->{{3.780651215350163*^9, 3.780651313546767*^9}, { + 3.780651366789349*^9, 3.7806514272776327`*^9}, {3.7806515983677473`*^9, + 3.780651598538396*^9}, {3.780651790479979*^9, 3.7806517908408337`*^9}, { + 3.780658216935227*^9, 3.780658305258608*^9}, 3.7806603184820547`*^9, { + 3.780662324798668*^9, 3.780662347922201*^9}, {3.780662574847891*^9, + 3.7806625914564657`*^9}, {3.780808669521875*^9, 3.780808760944168*^9}, { + 3.780808792482709*^9, 3.780808838177062*^9}, {3.780808891406556*^9, + 3.780808902480772*^9}, {3.7808089430189466`*^9, 3.780808946972209*^9}, + 3.780809057392706*^9, {3.780809107939711*^9, 3.780809141367982*^9}, { + 3.781855605567459*^9, 3.781855610847719*^9}, {3.781855754012388*^9, + 3.781855755208273*^9}, {3.781855819643965*^9, 3.7818558224902*^9}, { + 3.783325822874749*^9, 3.783325858130108*^9}, {3.7833271885686903`*^9, + 3.7833271887325287`*^9}, {3.783331448057081*^9, 3.7833314489690647`*^9}, { + 3.7833314827321777`*^9, 3.7833315017241983`*^9}, {3.783331550962682*^9, + 3.783331575836596*^9}, {3.783331606902872*^9, 3.78333160877241*^9}, { + 3.783331658291823*^9, 3.783331664732849*^9}, {3.783331732186399*^9, + 3.783331773697101*^9}, {3.783331866669449*^9, 3.7833318741751347`*^9}, { + 3.783332005549807*^9, 3.7833320416290894`*^9}, {3.783332107820417*^9, + 3.783332121214839*^9}, {3.783332153772459*^9, 3.783332157384798*^9}, { + 3.783332300264325*^9, 3.78333230652602*^9}, {3.78333234928224*^9, + 3.78333235255939*^9}, {3.783332553375717*^9, 3.783332553608099*^9}, { + 3.7840077871681433`*^9, 3.784007839641217*^9}, {3.7840078896502028`*^9, + 3.784007897789222*^9}, 3.784010873133605*^9, {3.784011007367366*^9, + 3.784011011798514*^9}, {3.784016830798374*^9, 3.784016854851472*^9}, { + 3.7840171064244337`*^9, 3.78401710821238*^9}, {3.7840173116629*^9, + 3.784017323286153*^9}, {3.7840221428207006`*^9, 3.784022146414266*^9}, { + 3.78402221725004*^9, 3.784022217504258*^9}, {3.784022278205883*^9, + 3.7840222927818213`*^9}, {3.7840231774379377`*^9, 3.784023205089924*^9}, { + 3.7840232497374353`*^9, 3.7840232524367123`*^9}, 3.784023283244182*^9, { + 3.78402481064734*^9, 3.784024811226666*^9}, {3.784024995905851*^9, + 3.7840249972110357`*^9}, {3.784025090922542*^9, 3.784025093742702*^9}, { + 3.784025136846437*^9, 3.78402517442352*^9}, {3.7840286139906893`*^9, + 3.784028615074128*^9}, {3.784028736387385*^9, 3.784028739286831*^9}, { + 3.784028914775527*^9, 3.784028916774022*^9}, {3.784028955123665*^9, + 3.784028975311419*^9}, {3.7840306785395527`*^9, 3.784030679247593*^9}, { + 3.784031882249075*^9, 3.784031884275895*^9}, {3.7840331417593822`*^9, + 3.784033143540248*^9}, {3.784033183322991*^9, 3.7840332104594393`*^9}, { + 3.784033272004767*^9, 3.784033278104743*^9}, {3.7840333875231*^9, + 3.7840333879664516`*^9}, {3.78403477375677*^9, 3.7840347765696783`*^9}, { + 3.784530434421341*^9, 3.7845304545884867`*^9}, {3.78453135318512*^9, + 3.784531356616973*^9}, {3.784531437697427*^9, 3.784531438118718*^9}, + 3.784536065304461*^9, {3.785491102864192*^9, 3.785491106271503*^9}, { + 3.785577325754668*^9, 3.785577327432519*^9}, 3.785582437737739*^9, { + 3.785592234282557*^9, 3.785592238283396*^9}}, + CellLabel-> + "In[869]:=",ExpressionUUID->"6d1c0148-cc2a-482c-8372-75b2cc28b948"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"amps0", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"Select", "[", + RowBox[{ + RowBox[{"(", + RowBox[{"Abs", "/@", + RowBox[{"(", + RowBox[{"t0ampsdataall", "[", + RowBox[{"[", + RowBox[{"i", ",", "j"}], "]"}], "]"}], ")"}]}], ")"}], ",", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", "tfit"}], "&"}], + ",", "1"}], "]"}], "[", + RowBox[{"[", + RowBox[{"1", ",", "2"}], "]"}], "]"}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Length", "@", "tag"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"j", ",", + RowBox[{"Length", "@", "modes"}]}], "}"}]}], "]"}]}]], "Input", + CellChangeTimes->{{3.783333106965568*^9, 3.783333230583198*^9}, { + 3.784025101921546*^9, 3.78402510350347*^9}, {3.784025186166597*^9, + 3.7840251867830343`*^9}, {3.784028987595746*^9, 3.784029015770508*^9}, + 3.78402909372046*^9, 3.784031777018941*^9, 3.7845321562709293`*^9, { + 3.785577347297008*^9, 3.7855773488394957`*^9}, {3.790674967380027*^9, + 3.790674978712844*^9}, {3.790676244575658*^9, 3.790676248511973*^9}, { + 3.794722790487301*^9, 3.794722790927064*^9}}, + CellLabel-> + "In[870]:=",ExpressionUUID->"547de131-ed31-4255-b6f6-2eccc251856a"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.6174976816585227`", ",", "0.5321231567309361`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "2.3499656332632987`*^-9", ",", "1.592232042255042`*^-8", ",", "0.`", + ",", "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "4.953607007311983`*^-8", ",", "7.203541590541573`*^-8", ",", "0.`", + ",", "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.6165190079494997`", ",", "0.5350791499062602`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "1.188037250273214`*^-8", ",", "3.2039401295481786`*^-9", ",", "0.`", + ",", "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "4.170455533752859`*^-8", ",", "5.596696314507963`*^-8", ",", "0.`", + ",", "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.6270118312475937`", ",", "0.5563786077020374`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.026152922159108003`", ",", "0.02774303789048204`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.039818997022219374`", ",", "0.04582024170209379`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.6107649052278201`", ",", "0.5332522194421567`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.04642848789915147`", ",", "0.048962401286016324`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.06749201445039829`", ",", "0.07666677739067988`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.5618574502958859`", ",", "0.45817753004993944`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.06288956049086677`", ",", "0.06449854566792418`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.09161205799901778`", ",", "0.09827262518781975`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.5418484811382259`", ",", "0.43048362613952756`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.07002356602661718`", ",", "0.07121016353755423`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.09954560597145393`", ",", "0.10499224860449595`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.5227985425906915`", ",", "0.41339413797966656`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.08034821762346497`", ",", "0.0831732205464775`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.11096647277470349`", ",", "0.11782521149549062`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.4930052074784656`", ",", "0.37289269456433927`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.08263619979889318`", ",", "0.08283994235638806`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.10696291765772431`", ",", "0.10350482012677238`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.5054482674459525`", ",", "0.3927722343630318`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.08652070726621347`", ",", "0.08764523335277526`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.11388352317175625`", ",", "0.11770615009955437`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.4666104188946749`", ",", "0.3533134650493722`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.09367670347452775`", ",", "0.09548922195441625`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.11966289484408109`", ",", "0.1190432722526068`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.4639888039173576`", ",", "0.3488992936620269`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.09337790726795794`", ",", "0.09492345939627184`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.1212026187384567`", ",", "0.12319891407009419`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.41894060373122477`", ",", "0.299799453617249`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.09557795938268701`", ",", "0.09532145541794348`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.12510401466234336`", ",", "0.11863680433254845`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.3936357311616239`", ",", "0.2814099593417518`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.09792937928183612`", ",", "0.09876111490808175`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.1192950400775217`", ",", "0.1158922273268324`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.3884627906226153`", ",", "0.27286409750919`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.09613576336687803`", ",", "0.09576993748900979`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.11755983077982016`", ",", "0.1120204196590907`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.34040738209571614`", ",", "0.23602993592788196`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.09509338420434317`", ",", "0.09626468271159598`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.1113594567608907`", ",", "0.10459428489520728`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.3223153911837666`", ",", "0.2239586597463103`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.09454072149638336`", ",", "0.0964232891268923`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.10818628187527966`", ",", "0.10289878112600091`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.299011157752871`", ",", "0.20219525480088324`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.09246918989252774`", ",", "0.0924767787059792`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.10310682898365213`", ",", "0.09511464647349134`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.29699346121619896`", ",", "0.19894426551431438`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.09153448821781042`", ",", "0.09162542029295907`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.10281687193941152`", ",", "0.09415015071127988`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.26243373156501854`", ",", "0.1712279172101542`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.08530878430205789`", ",", "0.08472665654380712`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.09408900566088803`", ",", "0.08423916782662318`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.2351109918562179`", ",", "0.15501654143972632`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.08091581072436625`", ",", "0.08157728328438243`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.08683545605510742`", ",", "0.07808248370035122`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.21794286134362295`", ",", "0.14165090795697377`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.07694380426383124`", ",", "0.0771561872954673`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.0818923702436832`", ",", "0.07299766255658763`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.20038406036015455`", ",", "0.1295453196945484`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.07313429643429736`", ",", "0.07343435127223734`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.07637353569287783`", ",", "0.06758068367970275`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}]}], "}"}]], "Output", + CellChangeTimes->{3.79068137786371*^9, 3.790682413608758*^9, + 3.790683517366431*^9, 3.790683836951915*^9, 3.790686955724434*^9, + 3.7906879903984623`*^9, 3.7906887106639023`*^9, 3.792737623388558*^9, + 3.792738252778569*^9, 3.792741375797447*^9, 3.794718521830323*^9, + 3.794719830712084*^9, 3.7947229082293863`*^9, 3.794723198350258*^9, + 3.79473990826283*^9, 3.794800555752287*^9, 3.7960953181044188`*^9, + 3.7963506294831543`*^9, 3.7963510612793503`*^9, 3.796351232286344*^9, + 3.7963558164488792`*^9, 3.796358250890308*^9, 3.796364333506012*^9, + 3.7965413215490026`*^9, 3.7971414421823683`*^9, 3.797155113220191*^9, + 3.79997943299482*^9, 3.7999867074012747`*^9}, + CellLabel-> + "Out[870]=",ExpressionUUID->"b0dc387c-e7dd-47b0-a364-1b2d658e89c7"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{ + RowBox[{"{", + RowBox[{ + "a220d", ",", "a221d", ",", "a210d", ",", "a211d", ",", "a330d", ",", + "a331d"}], "}"}], "=", + RowBox[{"{", + RowBox[{ + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{"q", ",", + RowBox[{"amps0", "[", + RowBox[{"[", + RowBox[{"All", ",", "1", ",", "1"}], "]"}], "]"}]}], "}"}], "]"}], + ",", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{"q", ",", + RowBox[{"amps0", "[", + RowBox[{"[", + RowBox[{"All", ",", "1", ",", "2"}], "]"}], "]"}]}], "}"}], "]"}], + ",", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{"q", ",", + RowBox[{"amps0", "[", + RowBox[{"[", + RowBox[{"All", ",", "2", ",", "1"}], "]"}], "]"}]}], "}"}], "]"}], + ",", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{"q", ",", + RowBox[{"amps0", "[", + RowBox[{"[", + RowBox[{"All", ",", "2", ",", "2"}], "]"}], "]"}]}], "}"}], "]"}], + ",", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{"q", ",", + RowBox[{"amps0", "[", + RowBox[{"[", + RowBox[{"All", ",", "3", ",", "1"}], "]"}], "]"}]}], "}"}], "]"}], + ",", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{"q", ",", + RowBox[{"amps0", "[", + RowBox[{"[", + RowBox[{"All", ",", "3", ",", "2"}], "]"}], "]"}]}], "}"}], "]"}]}], + "}"}]}]], "Input", + CellChangeTimes->{{3.784272571897203*^9, 3.784272577438798*^9}, { + 3.784272651671088*^9, 3.7842726710393877`*^9}, {3.784272866383521*^9, + 3.7842728726741467`*^9}, {3.784273265686363*^9, 3.7842732659014177`*^9}, { + 3.7842734815283537`*^9, 3.784273519628274*^9}, {3.7842739571675167`*^9, + 3.784273957379277*^9}, {3.7855773676583843`*^9, 3.785577381246747*^9}, { + 3.785577504936261*^9, 3.78557750982178*^9}, {3.790674994518148*^9, + 3.790675039982389*^9}, {3.790675077013232*^9, 3.79067507817874*^9}, { + 3.79472280129893*^9, 3.794722808010045*^9}}, + CellLabel-> + "In[871]:=",ExpressionUUID->"05de9e54-a466-4a10-a602-49c2ec5301a4"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"1.0000000000219882`", ",", "0.6174976816585227`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.00000000065748`", ",", "0.6165190079494997`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.2499999999563618`", ",", "0.6270118312475937`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.50000000135873`", ",", "0.6107649052278201`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.8319999939041451`", ",", "0.5618574502958859`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.000000008168811`", ",", "0.5418484811382259`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"2.316250021748751`", ",", "0.5227985425906915`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"2.499999999443726`", ",", "0.4930052074784656`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"2.507499950534875`", ",", "0.5054482674459525`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"3.0000000003832885`", ",", "0.4666104188946749`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.0000000231065527`", ",", "0.4639888039173576`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.5000000002660014`", ",", "0.41894060373122477`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.9999994979214204`", ",", "0.3936357311616239`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.999999999948023`", ",", "0.3884627906226153`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"5.000000001639428`", ",", "0.34040738209571614`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.499999996466635`", ",", "0.3223153911837666`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"5.9999655587359095`", ",", "0.299011157752871`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"6.000000135581913`", ",", "0.29699346121619896`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"7.00000000009168`", ",", "0.26243373156501854`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"8.267499999941885`", ",", "0.2351109918562179`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"9.000000002972772`", ",", "0.21794286134362295`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.999999991187163`", ",", "0.20038406036015455`"}], "}"}]}], + "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"1.0000000000219882`", ",", "0.5321231567309361`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.00000000065748`", ",", "0.5350791499062602`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.2499999999563618`", ",", "0.5563786077020374`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.50000000135873`", ",", "0.5332522194421567`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.8319999939041451`", ",", "0.45817753004993944`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"2.000000008168811`", ",", "0.43048362613952756`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.316250021748751`", ",", "0.41339413797966656`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.499999999443726`", ",", "0.37289269456433927`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.507499950534875`", ",", "0.3927722343630318`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"3.0000000003832885`", ",", "0.3533134650493722`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.0000000231065527`", ",", "0.3488992936620269`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.5000000002660014`", ",", "0.299799453617249`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"3.9999994979214204`", ",", "0.2814099593417518`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.999999999948023`", ",", "0.27286409750919`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.000000001639428`", ",", "0.23602993592788196`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.499999996466635`", ",", "0.2239586597463103`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"5.9999655587359095`", ",", "0.20219525480088324`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"6.000000135581913`", ",", "0.19894426551431438`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"7.00000000009168`", ",", "0.1712279172101542`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"8.267499999941885`", ",", "0.15501654143972632`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.000000002972772`", ",", "0.14165090795697377`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.999999991187163`", ",", "0.1295453196945484`"}], "}"}]}], + "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"1.0000000000219882`", ",", "2.3499656332632987`*^-9"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.00000000065748`", ",", "1.188037250273214`*^-8"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.2499999999563618`", ",", "0.026152922159108003`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.50000000135873`", ",", "0.04642848789915147`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"1.8319999939041451`", ",", "0.06288956049086677`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"2.000000008168811`", ",", "0.07002356602661718`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.316250021748751`", ",", "0.08034821762346497`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.499999999443726`", ",", "0.08263619979889318`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.507499950534875`", ",", "0.08652070726621347`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.0000000003832885`", ",", "0.09367670347452775`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.0000000231065527`", ",", "0.09337790726795794`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.5000000002660014`", ",", "0.09557795938268701`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.9999994979214204`", ",", "0.09792937928183612`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.999999999948023`", ",", "0.09613576336687803`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.000000001639428`", ",", "0.09509338420434317`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.499999996466635`", ",", "0.09454072149638336`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.9999655587359095`", ",", "0.09246918989252774`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"6.000000135581913`", ",", "0.09153448821781042`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"7.00000000009168`", ",", "0.08530878430205789`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"8.267499999941885`", ",", "0.08091581072436625`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.000000002972772`", ",", "0.07694380426383124`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.999999991187163`", ",", "0.07313429643429736`"}], "}"}]}], + "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"1.0000000000219882`", ",", "1.592232042255042`*^-8"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.00000000065748`", ",", "3.2039401295481786`*^-9"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.2499999999563618`", ",", "0.02774303789048204`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.50000000135873`", ",", "0.048962401286016324`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.8319999939041451`", ",", "0.06449854566792418`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"2.000000008168811`", ",", "0.07121016353755423`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.316250021748751`", ",", "0.0831732205464775`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"2.499999999443726`", ",", "0.08283994235638806`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.507499950534875`", ",", "0.08764523335277526`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.0000000003832885`", ",", "0.09548922195441625`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.0000000231065527`", ",", "0.09492345939627184`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.5000000002660014`", ",", "0.09532145541794348`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.9999994979214204`", ",", "0.09876111490808175`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.999999999948023`", ",", "0.09576993748900979`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.000000001639428`", ",", "0.09626468271159598`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.499999996466635`", ",", "0.0964232891268923`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"5.9999655587359095`", ",", "0.0924767787059792`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"6.000000135581913`", ",", "0.09162542029295907`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"7.00000000009168`", ",", "0.08472665654380712`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"8.267499999941885`", ",", "0.08157728328438243`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.000000002972772`", ",", "0.0771561872954673`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"9.999999991187163`", ",", "0.07343435127223734`"}], "}"}]}], + "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"1.0000000000219882`", ",", "4.953607007311983`*^-8"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.00000000065748`", ",", "4.170455533752859`*^-8"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.2499999999563618`", ",", "0.039818997022219374`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.50000000135873`", ",", "0.06749201445039829`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"1.8319999939041451`", ",", "0.09161205799901778`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"2.000000008168811`", ",", "0.09954560597145393`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.316250021748751`", ",", "0.11096647277470349`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.499999999443726`", ",", "0.10696291765772431`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.507499950534875`", ",", "0.11388352317175625`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.0000000003832885`", ",", "0.11966289484408109`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.0000000231065527`", ",", "0.1212026187384567`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.5000000002660014`", ",", "0.12510401466234336`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.9999994979214204`", ",", "0.1192950400775217`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.999999999948023`", ",", "0.11755983077982016`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.000000001639428`", ",", "0.1113594567608907`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"5.499999996466635`", ",", "0.10818628187527966`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.9999655587359095`", ",", "0.10310682898365213`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"6.000000135581913`", ",", "0.10281687193941152`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"7.00000000009168`", ",", "0.09408900566088803`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"8.267499999941885`", ",", "0.08683545605510742`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.000000002972772`", ",", "0.0818923702436832`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"9.999999991187163`", ",", "0.07637353569287783`"}], "}"}]}], + "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"1.0000000000219882`", ",", "7.203541590541573`*^-8"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.00000000065748`", ",", "5.596696314507963`*^-8"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.2499999999563618`", ",", "0.04582024170209379`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.50000000135873`", ",", "0.07666677739067988`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"1.8319999939041451`", ",", "0.09827262518781975`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"2.000000008168811`", ",", "0.10499224860449595`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.316250021748751`", ",", "0.11782521149549062`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.499999999443726`", ",", "0.10350482012677238`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.507499950534875`", ",", "0.11770615009955437`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.0000000003832885`", ",", "0.1190432722526068`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.0000000231065527`", ",", "0.12319891407009419`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.5000000002660014`", ",", "0.11863680433254845`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.9999994979214204`", ",", "0.1158922273268324`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.999999999948023`", ",", "0.1120204196590907`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"5.000000001639428`", ",", "0.10459428489520728`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.499999996466635`", ",", "0.10289878112600091`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.9999655587359095`", ",", "0.09511464647349134`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"6.000000135581913`", ",", "0.09415015071127988`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"7.00000000009168`", ",", "0.08423916782662318`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"8.267499999941885`", ",", "0.07808248370035122`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.000000002972772`", ",", "0.07299766255658763`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.999999991187163`", ",", "0.06758068367970275`"}], "}"}]}], + "}"}]}], "}"}]], "Output", + CellChangeTimes->{3.7906813779621687`*^9, 3.79068241370877*^9, + 3.7906835174812193`*^9, 3.7906838370615253`*^9, 3.7906869558660316`*^9, + 3.7906879904418793`*^9, 3.790688710739171*^9, 3.79273762348695*^9, + 3.792738253331376*^9, 3.792741376356209*^9, 3.794718521852605*^9, + 3.7947198307717123`*^9, 3.794722908300645*^9, 3.7947231984213943`*^9, + 3.7947399084746017`*^9, 3.794800555812398*^9, 3.796095318206596*^9, + 3.796350629789562*^9, 3.796351061399198*^9, 3.796351232347951*^9, + 3.796355816505136*^9, 3.79635825110285*^9, 3.7963643335704947`*^9, + 3.796541321602455*^9, 3.797141442253511*^9, 3.797155113271809*^9, + 3.799979433130785*^9, 3.7999867074126987`*^9}, + CellLabel-> + "Out[871]=",ExpressionUUID->"b7998bfd-7961-4231-987d-9090f2ff2911"] +}, Open ]], + +Cell[BoxData[ + RowBox[{"(*", + RowBox[{ + RowBox[{"posdup", "=", + RowBox[{ + RowBox[{ + RowBox[{"Partition", "[", + RowBox[{ + RowBox[{ + RowBox[{"SelectDuplicates", "[", + RowBox[{ + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"a220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{"a221d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "/", + RowBox[{"a220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}]}]}], "}"}], "]"}], + ",", + RowBox[{"{", "1", "}"}], ",", + RowBox[{"\"\<\[Epsilon]\>\"", "\[Rule]", "0.05"}]}], "]"}], "[", + RowBox[{"[", + RowBox[{"2", ",", "All", ",", "2"}], "]"}], "]"}], ",", "1"}], + "]"}], "\[IndentingNewLine]", "datafit"}], "=", + RowBox[{"Delete", "[", + RowBox[{ + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"a220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{"a221d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "/", + RowBox[{"a220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}]}]}], "}"}], "]"}], ",", + "posdup"}], "]"}]}]}], ";"}], "*)"}]], "Input", + CellChangeTimes->{{3.790678383778288*^9, 3.790678484538872*^9}, { + 3.790678568829256*^9, 3.790678591908607*^9}, {3.7906787452426777`*^9, + 3.790678807316481*^9}, {3.7999794234994583`*^9, 3.799979432266068*^9}}, + CellLabel-> + "In[872]:=",ExpressionUUID->"708fbea0-72a2-451b-b9af-3ec5c6b0c81e"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"datafit", "=", + RowBox[{"Delete", "[", + RowBox[{ + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"a220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{"a221d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "/", + RowBox[{"a220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}]}]}], "}"}], "]"}], ",", + RowBox[{"{", "}"}]}], "]"}]}], ";"}]], "Input", + CellChangeTimes->{{3.796364148612514*^9, 3.7963641488604813`*^9}}, + CellLabel-> + "In[873]:=",ExpressionUUID->"0292e097-3737-4b6a-82d0-154ae13c55ea"], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{ + RowBox[{"datafit2215", "=", "datafit"}], ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"fit2215", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"datafit2215", ",", + RowBox[{"aa", "+", + FractionBox["bb", + RowBox[{" ", "qq"}]], "+", + FractionBox["cc", + SuperscriptBox["qq", "2"]], "+", + FractionBox["ee", + SuperscriptBox["qq", "3"]]}], ",", + RowBox[{"{", + RowBox[{"aa", ",", "bb", ",", "cc", ",", "ee"}], "}"}], ",", "qq"}], + "]"}]}], ";"}], "\[IndentingNewLine]", + RowBox[{"fit2215n", "=", + RowBox[{"Normal", "@", "fit2215"}]}], "\[IndentingNewLine]", + RowBox[{"fit2215n1", "=", + RowBox[{ + RowBox[{"fit2215", "[", + RowBox[{"\"\<MeanPredictionBands\>\"", ",", + RowBox[{"ConfidenceLevel", "\[Rule]", "cred"}]}], "]"}], "[", + RowBox[{"[", "1", "]"}], "]"}]}], "\[IndentingNewLine]", + RowBox[{"fit2215n2", "=", + RowBox[{ + RowBox[{"fit2215", "[", + RowBox[{"\"\<MeanPredictionBands\>\"", ",", + RowBox[{"ConfidenceLevel", "\[Rule]", "cred"}]}], "]"}], "[", + RowBox[{"[", "2", "]"}], "]"}]}]}], "Input", + CellChangeTimes->{{3.7906792687419233`*^9, 3.7906792762386703`*^9}, { + 3.790687222559133*^9, 3.790687222726465*^9}, {3.790687356744519*^9, + 3.7906873573265142`*^9}, {3.7906876058888893`*^9, 3.7906876099928493`*^9}, { + 3.7947197416234093`*^9, 3.7947197714510803`*^9}, {3.7947199386323767`*^9, + 3.794719949278319*^9}, {3.794722523857242*^9, 3.7947225422989264`*^9}, { + 3.794722622234152*^9, 3.794722740309764*^9}, {3.794722818863402*^9, + 3.7947228276843767`*^9}, {3.794723080991324*^9, 3.794723084378275*^9}, { + 3.794739278352013*^9, 3.794739287077455*^9}, {3.7948004434773417`*^9, + 3.794800476214197*^9}, {3.796350956909487*^9, 3.796350957522799*^9}, { + 3.7963556968948793`*^9, 3.7963556994915113`*^9}}, + CellLabel-> + "In[874]:=",ExpressionUUID->"1c79c63a-e45b-4b34-9550-9c35b53c6511"], + +Cell[BoxData[ + RowBox[{"0.6142040674204143`", "\[VeryThinSpace]", "-", + FractionBox["0.452019403370892`", + SuperscriptBox["qq", "3"]], "+", + FractionBox["0.3969077157458358`", + SuperscriptBox["qq", "2"]], "+", + FractionBox["0.3070997531629427`", "qq"]}]], "Output", + CellChangeTimes->{ + 3.797141442416376*^9, 3.797155114679886*^9, {3.799979439471774*^9, + 3.799979445423917*^9}, 3.7999867076020327`*^9}, + CellLabel-> + "Out[876]=",ExpressionUUID->"8a2b80f5-4f48-45a7-b051-f82f0a5f77af"], + +Cell[BoxData[ + RowBox[{"0.6142040674204143`", "\[VeryThinSpace]", "-", + FractionBox["0.45201940337089197`", + SuperscriptBox["qq", "3"]], "+", + FractionBox["0.3969077157458358`", + SuperscriptBox["qq", "2"]], "+", + FractionBox["0.3070997531629427`", "qq"], "-", + RowBox[{"2.8784404727386046`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"0.01917177501643118`", "\[VeryThinSpace]", "-", + RowBox[{"0.06125402333987991`", " ", "qq"}], "+", + RowBox[{"0.0761289186951737`", " ", + SuperscriptBox["qq", "2"]}], "-", + RowBox[{"0.04674885575481667`", " ", + SuperscriptBox["qq", "3"]}], "+", + RowBox[{"0.014941691940576183`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.002342589692056743`", " ", + SuperscriptBox["qq", "5"]}], "+", + RowBox[{"0.0001489123808734121`", " ", + SuperscriptBox["qq", "6"]}]}], + SuperscriptBox["qq", "6"]]]}]}]], "Output", + CellChangeTimes->{ + 3.797141442416376*^9, 3.797155114679886*^9, {3.799979439471774*^9, + 3.799979445423917*^9}, 3.7999867076038523`*^9}, + CellLabel-> + "Out[877]=",ExpressionUUID->"83008937-58e5-464b-9088-ff837c5c68a6"], + +Cell[BoxData[ + RowBox[{"0.6142040674204143`", "\[VeryThinSpace]", "-", + FractionBox["0.45201940337089197`", + SuperscriptBox["qq", "3"]], "+", + FractionBox["0.3969077157458358`", + SuperscriptBox["qq", "2"]], "+", + FractionBox["0.3070997531629427`", "qq"], "+", + RowBox[{"2.8784404727386046`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"0.01917177501643118`", "\[VeryThinSpace]", "-", + RowBox[{"0.06125402333987991`", " ", "qq"}], "+", + RowBox[{"0.0761289186951737`", " ", + SuperscriptBox["qq", "2"]}], "-", + RowBox[{"0.04674885575481667`", " ", + SuperscriptBox["qq", "3"]}], "+", + RowBox[{"0.014941691940576183`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.002342589692056743`", " ", + SuperscriptBox["qq", "5"]}], "+", + RowBox[{"0.0001489123808734121`", " ", + SuperscriptBox["qq", "6"]}]}], + SuperscriptBox["qq", "6"]]]}]}]], "Output", + CellChangeTimes->{ + 3.797141442416376*^9, 3.797155114679886*^9, {3.799979439471774*^9, + 3.799979445423917*^9}, 3.799986707698572*^9}, + CellLabel-> + "Out[878]=",ExpressionUUID->"f06480a4-d6d1-4d70-9f9b-7ba3859561fc"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{ + RowBox[{"datafit335", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"a220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{"a330d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "/", + RowBox[{"a220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}]}]}], "}"}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"fit335", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"datafit335", ",", + RowBox[{ + RowBox[{"(", + RowBox[{"aa", "+", + FractionBox["bb", + RowBox[{" ", "qq"}]], "+", + FractionBox["cc", + SuperscriptBox["qq", "2"]], "+", + FractionBox["ee", + SuperscriptBox["qq", "3"]]}], ")"}], "/.", + RowBox[{"aa", "->", "acons"}]}], ",", + RowBox[{"{", + RowBox[{"aa", ",", "bb", ",", "cc", ",", "ee"}], "}"}], ",", "qq"}], + "]"}]}], ";"}], "\[IndentingNewLine]", + RowBox[{"fit335n", "=", + RowBox[{"Normal", "@", "fit335"}]}], "\[IndentingNewLine]", + RowBox[{"fit335n1", "=", + RowBox[{ + RowBox[{"fit335", "[", + RowBox[{"\"\<MeanPredictionBands\>\"", ",", + RowBox[{"ConfidenceLevel", "\[Rule]", "cred"}]}], "]"}], "[", + RowBox[{"[", "1", "]"}], "]"}]}], "\[IndentingNewLine]", + RowBox[{"fit335n2", "=", + RowBox[{ + RowBox[{"fit335", "[", + RowBox[{"\"\<MeanPredictionBands\>\"", ",", + RowBox[{"ConfidenceLevel", "\[Rule]", "cred"}]}], "]"}], "[", + RowBox[{"[", "2", "]"}], "]"}]}]}], "Input", + CellChangeTimes->{{3.7906792687419233`*^9, 3.7906792762386703`*^9}, { + 3.790687222559133*^9, 3.790687222726465*^9}, {3.790687356744519*^9, + 3.7906873573265142`*^9}, {3.790687405340337*^9, 3.79068740753106*^9}, { + 3.7906875451372633`*^9, 3.7906875452253323`*^9}, {3.790687611958949*^9, + 3.79068761326649*^9}, {3.794719775957651*^9, 3.7947197829858027`*^9}, { + 3.794720071067053*^9, 3.794720074597693*^9}, {3.794722837522263*^9, + 3.794722844432363*^9}, {3.794722937571804*^9, 3.7947229380342913`*^9}, { + 3.7947230892942133`*^9, 3.794723094112927*^9}, {3.7947392936096067`*^9, + 3.794739308560927*^9}, {3.794800486481044*^9, 3.794800521745371*^9}, + 3.796093497803302*^9, {3.796350964338148*^9, 3.796350965094523*^9}, { + 3.796355701998814*^9, 3.796355703147461*^9}, {3.7999794619553833`*^9, + 3.799979462179634*^9}}, + CellLabel-> + "In[879]:=",ExpressionUUID->"4376d16c-6de7-4928-8116-63f90eff74d0"], + +Cell[BoxData[ + RowBox[{"0.4374074798247238`", "\[VeryThinSpace]", "+", + FractionBox["0.041600443682028664`", + SuperscriptBox["qq", "3"]], "+", + FractionBox["0.08676070739351323`", + SuperscriptBox["qq", "2"]], "-", + FractionBox["0.5657686309002656`", "qq"]}]], "Output", + CellChangeTimes->{ + 3.7947393090427513`*^9, 3.794739614252837*^9, 3.7947399094256487`*^9, + 3.794800556243084*^9, 3.7948006022047253`*^9, 3.7960953186081676`*^9, + 3.79635063164246*^9, 3.796351061799753*^9, 3.796351232714984*^9, + 3.796355816737849*^9, 3.796358252140732*^9, 3.796541321835781*^9, + 3.7971414426710663`*^9, 3.797155116830496*^9, {3.799979452016201*^9, + 3.79997946264835*^9}, 3.799986707710198*^9}, + CellLabel-> + "Out[881]=",ExpressionUUID->"ecb7701a-3d2e-4001-9c58-2dacd6afd12d"], + +Cell[BoxData[ + RowBox[{"0.4374074798247238`", "\[VeryThinSpace]", "+", + FractionBox["0.041600443682028664`", + SuperscriptBox["qq", "3"]], "+", + FractionBox["0.08676070739351323`", + SuperscriptBox["qq", "2"]], "-", + FractionBox["0.5657686309002656`", "qq"], "-", + RowBox[{"2.8784404727386046`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"0.0038540821126407895`", "\[VeryThinSpace]", "-", + RowBox[{"0.012627875343520773`", " ", "qq"}], "+", + RowBox[{"0.01599252263592492`", " ", + SuperscriptBox["qq", "2"]}], "-", + RowBox[{"0.009961657443924314`", " ", + SuperscriptBox["qq", "3"]}], "+", + RowBox[{"0.003219451638321774`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.000509137446811153`", " ", + SuperscriptBox["qq", "5"]}], "+", + RowBox[{"0.00003261384736875841`", " ", + SuperscriptBox["qq", "6"]}]}], + SuperscriptBox["qq", "6"]]]}]}]], "Output", + CellChangeTimes->{ + 3.7947393090427513`*^9, 3.794739614252837*^9, 3.7947399094256487`*^9, + 3.794800556243084*^9, 3.7948006022047253`*^9, 3.7960953186081676`*^9, + 3.79635063164246*^9, 3.796351061799753*^9, 3.796351232714984*^9, + 3.796355816737849*^9, 3.796358252140732*^9, 3.796541321835781*^9, + 3.7971414426710663`*^9, 3.797155116830496*^9, {3.799979452016201*^9, + 3.79997946264835*^9}, 3.7999867077993917`*^9}, + CellLabel-> + "Out[882]=",ExpressionUUID->"17f62e70-fce6-48e1-a165-10af9c34b875"], + +Cell[BoxData[ + RowBox[{"0.4374074798247238`", "\[VeryThinSpace]", "+", + FractionBox["0.041600443682028664`", + SuperscriptBox["qq", "3"]], "+", + FractionBox["0.08676070739351323`", + SuperscriptBox["qq", "2"]], "-", + FractionBox["0.5657686309002656`", "qq"], "+", + RowBox[{"2.8784404727386046`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"0.0038540821126407895`", "\[VeryThinSpace]", "-", + RowBox[{"0.012627875343520773`", " ", "qq"}], "+", + RowBox[{"0.01599252263592492`", " ", + SuperscriptBox["qq", "2"]}], "-", + RowBox[{"0.009961657443924314`", " ", + SuperscriptBox["qq", "3"]}], "+", + RowBox[{"0.003219451638321774`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.000509137446811153`", " ", + SuperscriptBox["qq", "5"]}], "+", + RowBox[{"0.00003261384736875841`", " ", + SuperscriptBox["qq", "6"]}]}], + SuperscriptBox["qq", "6"]]]}]}]], "Output", + CellChangeTimes->{ + 3.7947393090427513`*^9, 3.794739614252837*^9, 3.7947399094256487`*^9, + 3.794800556243084*^9, 3.7948006022047253`*^9, 3.7960953186081676`*^9, + 3.79635063164246*^9, 3.796351061799753*^9, 3.796351232714984*^9, + 3.796355816737849*^9, 3.796358252140732*^9, 3.796541321835781*^9, + 3.7971414426710663`*^9, 3.797155116830496*^9, {3.799979452016201*^9, + 3.79997946264835*^9}, 3.799986707888813*^9}, + CellLabel-> + "Out[883]=",ExpressionUUID->"c1ef60e6-2e4a-4dfc-b5b1-39d6bb492b68"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{ + RowBox[{"datafit215", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"a220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{"a210d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "/", + RowBox[{"a220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}]}]}], "}"}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"fit215", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"datafit215", ",", + RowBox[{ + RowBox[{"(", + RowBox[{"aa", "+", + FractionBox["bb", + RowBox[{" ", "qq"}]], "+", + FractionBox["cc", + SuperscriptBox["qq", "2"]], "+", + FractionBox["ee", + SuperscriptBox["qq", "3"]]}], ")"}], "/.", + RowBox[{"aa", "->", "acons"}]}], ",", + RowBox[{"{", + RowBox[{"aa", ",", "bb", ",", "cc", ",", "ee"}], "}"}], ",", "qq"}], + "]"}]}], ";"}], "\[IndentingNewLine]", + RowBox[{"fit215n", "=", + RowBox[{"Normal", "@", "fit215"}]}], "\[IndentingNewLine]", + RowBox[{"fit215n1", "=", + RowBox[{ + RowBox[{"fit215", "[", + RowBox[{"\"\<MeanPredictionBands\>\"", ",", + RowBox[{"ConfidenceLevel", "\[Rule]", "cred"}]}], "]"}], "[", + RowBox[{"[", "1", "]"}], "]"}]}], "\[IndentingNewLine]", + RowBox[{"fit215n2", "=", + RowBox[{ + RowBox[{"fit215", "[", + RowBox[{"\"\<MeanPredictionBands\>\"", ",", + RowBox[{"ConfidenceLevel", "\[Rule]", "cred"}]}], "]"}], "[", + RowBox[{"[", "2", "]"}], "]"}]}]}], "Input", + CellChangeTimes->{{3.7906792687419233`*^9, 3.7906792762386703`*^9}, { + 3.790687222559133*^9, 3.790687222726465*^9}, {3.790687356744519*^9, + 3.7906873573265142`*^9}, {3.790687405340337*^9, 3.79068740753106*^9}, { + 3.790687540140522*^9, 3.7906875513039017`*^9}, {3.7906876150259457`*^9, + 3.7906876163334913`*^9}, {3.7947197859702253`*^9, 3.794719800926861*^9}, { + 3.7947200883821*^9, 3.7947200895560093`*^9}, {3.794720327886085*^9, + 3.794720333336801*^9}, {3.794722848648068*^9, 3.794722853219157*^9}, { + 3.794722943846775*^9, 3.794722944419471*^9}, {3.7947230977584057`*^9, + 3.794723101917881*^9}, {3.7947393153250303`*^9, 3.794739325513232*^9}, { + 3.794800527733427*^9, 3.794800553400153*^9}, 3.796093501800783*^9, { + 3.7963509724678497`*^9, 3.796350973263191*^9}, {3.79635570654566*^9, + 3.796355707685368*^9}, {3.799979465648993*^9, 3.799979465857295*^9}}, + CellLabel-> + "In[884]:=",ExpressionUUID->"b2f9ecdf-fc88-4fd4-b786-5a346b16bc99"], + +Cell[BoxData[ + RowBox[{"0.4580720518583059`", "\[VeryThinSpace]", "-", + FractionBox["0.3786339755343531`", + SuperscriptBox["qq", "3"]], "+", + FractionBox["0.9755857090380815`", + SuperscriptBox["qq", "2"]], "-", + FractionBox["1.0550237853620343`", "qq"]}]], "Output", + CellChangeTimes->{3.7947393261012774`*^9, 3.7947396158068943`*^9, + 3.794739910125327*^9, 3.794800556453578*^9, 3.794800604128704*^9, + 3.796095318815525*^9, 3.796350632433962*^9, 3.7963510620300493`*^9, + 3.796351232898769*^9, 3.796355816861907*^9, 3.796358252539588*^9, + 3.7965413219610662`*^9, 3.797141442914934*^9, 3.797155117716009*^9, + 3.799979466327723*^9, 3.799986707976712*^9}, + CellLabel-> + "Out[886]=",ExpressionUUID->"0a9798fe-918b-43cc-984a-5eaf97f17dea"], + +Cell[BoxData[ + RowBox[{"0.4580720518583059`", "\[VeryThinSpace]", "-", + FractionBox["0.3786339755343531`", + SuperscriptBox["qq", "3"]], "+", + FractionBox["0.9755857090380815`", + SuperscriptBox["qq", "2"]], "-", + FractionBox["1.0550237853620343`", "qq"], "-", + RowBox[{"2.8784404727386046`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"0.0006266606271094598`", "\[VeryThinSpace]", "-", + RowBox[{"0.002053249528824546`", " ", "qq"}], "+", + RowBox[{"0.0026003297208486353`", " ", + SuperscriptBox["qq", "2"]}], "-", + RowBox[{"0.001619731577691234`", " ", + SuperscriptBox["qq", "3"]}], "+", + RowBox[{"0.0005234718731088263`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.0000827840150725203`", " ", + SuperscriptBox["qq", "5"]}], "+", + RowBox[{"5.302900521378926`*^-6", " ", + SuperscriptBox["qq", "6"]}]}], + SuperscriptBox["qq", "6"]]]}]}]], "Output", + CellChangeTimes->{3.7947393261012774`*^9, 3.7947396158068943`*^9, + 3.794739910125327*^9, 3.794800556453578*^9, 3.794800604128704*^9, + 3.796095318815525*^9, 3.796350632433962*^9, 3.7963510620300493`*^9, + 3.796351232898769*^9, 3.796355816861907*^9, 3.796358252539588*^9, + 3.7965413219610662`*^9, 3.797141442914934*^9, 3.797155117716009*^9, + 3.799979466327723*^9, 3.7999867079782743`*^9}, + CellLabel-> + "Out[887]=",ExpressionUUID->"67ec9485-f57f-4d29-9fc7-53cbdce5df46"], + +Cell[BoxData[ + RowBox[{"0.4580720518583059`", "\[VeryThinSpace]", "-", + FractionBox["0.3786339755343531`", + SuperscriptBox["qq", "3"]], "+", + FractionBox["0.9755857090380815`", + SuperscriptBox["qq", "2"]], "-", + FractionBox["1.0550237853620343`", "qq"], "+", + RowBox[{"2.8784404727386046`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"0.0006266606271094598`", "\[VeryThinSpace]", "-", + RowBox[{"0.002053249528824546`", " ", "qq"}], "+", + RowBox[{"0.0026003297208486353`", " ", + SuperscriptBox["qq", "2"]}], "-", + RowBox[{"0.001619731577691234`", " ", + SuperscriptBox["qq", "3"]}], "+", + RowBox[{"0.0005234718731088263`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.0000827840150725203`", " ", + SuperscriptBox["qq", "5"]}], "+", + RowBox[{"5.302900521378926`*^-6", " ", + SuperscriptBox["qq", "6"]}]}], + SuperscriptBox["qq", "6"]]]}]}]], "Output", + CellChangeTimes->{3.7947393261012774`*^9, 3.7947396158068943`*^9, + 3.794739910125327*^9, 3.794800556453578*^9, 3.794800604128704*^9, + 3.796095318815525*^9, 3.796350632433962*^9, 3.7963510620300493`*^9, + 3.796351232898769*^9, 3.796355816861907*^9, 3.796358252539588*^9, + 3.7965413219610662`*^9, 3.797141442914934*^9, 3.797155117716009*^9, + 3.799979466327723*^9, 3.799986708074654*^9}, + CellLabel-> + "Out[888]=",ExpressionUUID->"738a54e2-34f2-4596-a82b-521172dd8dc3"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"Plot", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"fit2215n", ",", "fit335n", ",", "fit215n"}], "}"}], ",", + RowBox[{"{", + RowBox[{"qq", ",", "1", ",", "12"}], "}"}], ",", + RowBox[{"Epilog", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"Point", "[", "datafit2215", "]"}], "}"}], ",", + RowBox[{"{", + RowBox[{"Point", "[", "datafit335", "]"}], "}"}], ",", + RowBox[{"{", + RowBox[{"Point", "[", "datafit215", "]"}], "}"}]}], "}"}]}], ",", + RowBox[{"PlotStyle", "\[Rule]", "colors"}], ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"PlotLegends", "\[Rule]", + RowBox[{"Placed", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + "\"\<\!\(\*SubscriptBox[\(A\), \(221\)]\)\>\"", ",", + "\"\<\!\(\*SubscriptBox[\(A\), \(330\)]\)\>\"", ",", + "\"\<\!\(\*SubscriptBox[\(A\), \(220\)]\)\>\"", ",", + "\"\<\!\(\*SubscriptBox[\(A\), \(321\)]\)\>\""}], "}"}], ",", + RowBox[{"{", + RowBox[{"0.9", ",", "0.72"}], "}"}]}], "]"}]}], ",", + RowBox[{"FrameLabel", "->", + RowBox[{"{", + RowBox[{"\"\<q\>\"", ",", "\"\<\!\(\*SubscriptBox[\(A\), \(0\)]\)\>\""}], + "}"}]}], ",", + RowBox[{"ImageSize", "\[Rule]", "Large"}], ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"FrameStyle", "->", + RowBox[{"Directive", "[", + RowBox[{"Black", ",", "Bold", ",", "16"}], "]"}]}], ",", + RowBox[{"LabelStyle", "->", + RowBox[{"Directive", "[", + RowBox[{"Black", ",", "Bold", ",", "16"}], "]"}]}], ",", + RowBox[{"GridLines", "\[Rule]", "Full"}]}], "]"}]], "Input", + CellChangeTimes->{ + 3.790687525253502*^9, {3.790687557253933*^9, 3.790687626971509*^9}, { + 3.7947198181360617`*^9, 3.7947198362021923`*^9}, {3.794722861397764*^9, + 3.7947228722332153`*^9}, {3.7947231055306253`*^9, 3.794723108979075*^9}, { + 3.794723510112615*^9, 3.79472351306618*^9}, {3.794800571169057*^9, + 3.794800581018423*^9}, {3.7963509772178907`*^9, 3.796350978340975*^9}}, + CellLabel-> + "In[889]:=",ExpressionUUID->"a975f9e1-dff1-4671-9a00-761335458bb9"], + +Cell[BoxData[ + TagBox[ + GraphicsBox[{{{{}, {}, + TagBox[ + {RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6], + Opacity[1.], LineBox[CompressedData[" +1:eJwV1Hk8VOsfB3C5KLLM2Jes4ZCWQQulvg9ZMrhJUt2iCCltpMktKssVZSuV +LElRMS1ExfVLGYmUqC5yQ7mcsc35dWfODCYpv+f3x3md1/uP7+f5Ps95vsc0 +5LBfmKyMjMxl/Pz/7fzBxUlGRgirMxZW9NQIQFX9Wut7FSF43h5jtj4TwKdN +UwElBkLQ1fKoP/NSADHv70a5rxIC54+Ct+wPAnBmKszquAmB29mXvasH12/a +nT7mJ4RJ29Lt6LMAyt5p3kk/JISEE5mH9o8J4Bjj8PKgOCGcmSXIx18F4OLb +ylt2TghzN/9R9V4sgN6O+L4Pt4Twvbhu36kfOK9jmKnXL4RCe+NjLaoU9Ko6 +Xx8fF4Lm80zVh+oUlP1asPipVAj+rVEXorUpcGnf6LFLUwQs66t/njGkQE2V +28kyE8FSMwWFDhMK+nzkQmRZIvitn3NOupCCY29r4255iYBTOGfbgDWuV9FQ +Or5dBPVOd82LF1Og6nMwd8NeEZSJuKx1y/B6baZVgkQRyC6+PaCzHNcrx0F9 +tgiKqntG/Ffieu/utswiEfja/ZREO+D13pwbsa0TQcGDpGf+ThSUz+fH/PJK +BJP3Kxv01lHA8QLZri4RXOu/5N8IuP58XtbtIREwp7M1Nzrj/t+IF8SKRKC7 +iJfb4ILzlH7les6KoMmVEa3jivthl60yUKHBLp+93N8N93NO9iWlT4OnC+vA +cXec93qn3zMrGpQnUkoTPHCeUs2XrJU0VB22CTu6Aed5Mg8Gu9LwaJ+ZvY8n +7i8tctrOjwaGYXm2Ghv31/ryrNxuGpJD3X7UYa9XNNHqPkiDOLprYqMXBQzP +EzfvnKQh1fK6pB27L7Vz2e9pNCRNB0U5eOO8V0vr2bk0uOYH/JOOzZmXxl5w +iwZL3R01bdguG4Y+/reKhqevB/dIsdVS14Y9b6Ch/YP6FoYPzmvJpbPbaTjh +3TapiV0+lz4d0kdD3ZI/qxSwOR7eKsvHaSjo3Cbk4/r1Z2/ny0tpYHkoa1Vj +M1pkrD7Ki4FDmCUfwu5X2PG4TEMMuoGDRbrYXPfHLidMxaB/PK/pIe6fk6L2 +zmuZGH5rKfFbjb2+eV+g4VoxcB1jS6vw/hkKTeNf2WKIHq3SMMDuczOKbdgm +hhNHjKVH8flxXn64uCcGr8ce5kjxea+RxlYEJYnhl5A1zurYMjbGbdsvisHv +VOxWA/x9zmVHyvtWisFm+Ip0Zj0FG18wzbye4zy7BPdu/L01J2vWubeLYefK +0+HF+D4U7ZCLdaLE4B88fX4evi97MrmXVn3H/Udbud5ZS4EVz/ehnZIEZtcN +2Tvg+1ZleW3cykoC2bw8JTtHCppFKwK1QiVAJz8Ny7Sj4Lx53++MoxII8mPX +trAo8N2aeGV+ogRWJuU8mVhKwaen7R1ziiVwY/bke5YNBV/P7nX52iuBeukT +wSI8P9pGeUTL5gkYyGQlhzHxfPqCa2PIBJSkxffMVaOgOIm/uz5qAq7sm3fn +pjIFi8Zs86uzJiBc1SiucS4F6x69Vi5+MwGrw618KvG8h7NnRLHrJyH4kdHl +yFEBPOHserrIfgr2xH06c6BOAPk2GdWE8xT4OA5638D/q1MDdVzzjVNg8K/7 +lb8eCcCdrZ1nFDkF034aE6wKAXQZvj2mXjIFrJzXOu9LBCBpWr1sWl0KkneJ +QTXpArDV0L7ZSkvB0tiqJSNQAPcq2s5GVE1DaW5MKOPnOLR+XFipbfITGgWf +o03Z4yD9/J8tmpQMipm/ae2WwjEY0Qoo3VYmiwpPG6+0YIxB391Dfe1pcuhe +cMaANGMUwhxnXOJDFFBz6+2LlMkovFI6MR1uMA81fYxg27SOgO0aTkHiN0Uk +CHyRVcoZgWMVIRl/18xH3cGbDU/aj4CPQdP9iIMqaN+gtcqeb8OwaLikxnqD +GioaPW9RxhuGI9OOijkJDMQN6zHg5AzDr7bBNtwoJuKlMH154cMwOdQYGhio +jta+GXRLgGFIry10X+qogY7surH3mNEwlD5dYXiV0ER4DiO//eADd9C90FhB +C+m5Va3ZO8gHewcdBprSQn91PSo3b+FDiqJZwcyQNvq94vOD6gd8aJ4pbe9u +0EGmOov66/L4kGY8MulZqYvK/XMuNybzwTH0RsunLD30onYssTyaD9XmVyrm +RuqjqdbDl6xD+FCpyU5/u80ANW+KOJK0iQ/5lhzmw5ULELeKbaW4ng9zI4LP +LyEM0QUw+RKynA/rLM4ucNcwQpVJ2a4TlnwIkbMIiPvXCHnJpdDLDfigqJGY +7PXZGMU7D25Yo8aHjht3lxQGmSDppcNxT+T4MHu8unTgjQkqdhqkpqZJEPL1 +r0S5mKKA/O7caSEJPaHPdjAfmqJ70YwB61ESEk7yCn5YmaEuuLzN8AsJpiUy +ldKrZujcXq9Z/Y8k3J7X38FTWIi2uP1svNlBAiWvt/9j/EK0/7Cez9cWEqw1 +L/R8pxaizs8OK7R5JBB1EbwDYeZIX03vjHwdCUpF/Y/v9pqja+3PU/ZXk0Be +zDz1zdMCkY/kn529T8Jp4+u8HJ4F0p8zMnTwDgnMekGPk60lilIZV/5+g4TU +q13fq4sskc0tFa/eQhJ4843zjmsRKG1Kn5uSi/eXVarETibQJ+VmGd5FEjz6 +dgw6pBCo0+660T3sIiuNOiKVQN1uJigX25uXsE8+nUAyEdqZB7HL6aBXDTkE +8jOr3aKPHbJFL2VVCYFUyn9ejLlAQqd+5hyLRgKFXlB/bpNNgs1et781mghk +pavnq4OdWD1TKdtMIOa7clIWm+UduXuglUCDrHDdT1kkZMRveF7wnkD7A2y5 +qdjuA7Lx6v8QqM7WgzOcScK1xXX+c4YI5LInGT5gS2KjFgtJAqXsWqv8DPsm +c6D37SiBXK2NKy9jz7rUr04TEmirdZqpG3ZAVox6LE2gA93nFWyxH/TajIdL +CDTH4Zd/F2DvjMnPc5USyCnH+7Ukg4Tqhk1R9tMEIl8vqB/AVlJR9DSbIZCm +fVB1G3bw9gYT5k8CpQrU7tdi1946Lp2dJZCXpi23FPt/xjGIKw== + "]]}, + Annotation[#, "Charting`Private`Tag$454592#1"]& ], + TagBox[ + {RGBColor[0.880722, 0.611041, 0.142051], AbsoluteThickness[1.6], + Opacity[1.], LineBox[CompressedData[" +1:eJwVz3k81PkfB/AxkSPKuFJiJoyvkOXRo0Po/VmVo6WtliJH24QcZdMyKJS2 +JTkq9te6f7ki0kxNW0wqI8eoJkdm5juZ7IREtMk5xmBn/3g/3o/n4/XH+/Xe +SPvlUAiRQCBEKua//X2PixOBMAEEwsUZgfGZXat1iju6tRRONHH4muEF7w7O +HS43UvjDotwyNRBiumujXbdPwMU/RraUnjsN1V16VZlRijyqWuskLQlWdw6T +1r2fAMmDL207N2eB+NXVT/bsb0DZb7e1k1UE9NaenBMxUyBdo8yuLaoFR2k8 +I+i3KeA+NEnz1LgLBGvya7+cKaj/cF0pJ+4uXL0eqXKAOQXa7q+1Vh2sgxJ/ +5Xin8SmI9/L6/dHyPWj7tjVQP3gaPHPvJyhZ3AcDk3ys/acZIJy3Nq078BAe +0Y81Wm2Zg/oWXswBKhsKrLNY2Pdz4H4FzkfsZ0OyhF1j/uMcVNAz3WhxbHDd +Z5BvEjkHO1oy74xx2cA35sXqlM+B4a4ucVjEE5hu2fmdTEcKp0wfRGJVjWCv +a1DWMSkFX8NC/XS153CX8Tot7IEMgh+ZMVj1HPDUjELkJhlsezwaaNTBgS9h +a+b5PBms3jBkRhdxwNb0UMTuURkUHLXepCLjAPMPoacJZQEqUsouXt3ZDKyE +AVJv1gJQqhISnRuagb1bWgjhcgidacAK615Ah9CMaUBZgorbkzUvYlqBhpGk +s7ZLkNfTFRr7WyvI6EsgdF6CYXqGr1FOK9gYiDr/9F+CN3papD2MVsj2zv5q ++OcSvDuBOWqMtsKhbqmt0eplsBNohsccbQPxS14dWb4MoQW7uXpb20Ha/8RH +b5yArJ73PV94xYVet9lQlSkC+qFvb7q7kAtMpl387DwBCVjkhKwBLpy8VFmA +qyqh3R6Cz8tSLgio1/4uMlNCvB0uY2nUDnh4ihZO9VdCHdvvfLZK6oAzMrWk +bS+VkCROO/arxUv4pH+4wreaiNbM2NweD3kF4too8Zt0ZWRuVRWV186DEAe5 +SxJtJUqi/u7AaOkErsY5WaiRGnLlHaO8YXSBvSO98NK8Olr6dHDc/Ww3xDJo +WaLHq5DV3jn+CKkHvIxa6sJOa6GhwUohKu4Bq+Hyx5vc1yAmUdV6j/lbRR8H +9dwUbcQIaqv2+d9b2G9/3LommoRujV8/N7iiF2YHm4MDA3XQi0Mj0dKQXsis +L3K1ddBFXUE3Lwc09EJF41bjPEwPedFwbxNNPtQMuBaRV+qj1Nis7BU/8WHL +jrXaaE4fnfXDx57m8yFV3bRQPmiAJt3DIxpEfGiTV7wRNK1FYolvlS5JAOnk +T7MeTENk2fzrF7G7AByCS9vfXVuHqrkliz8nCIBlfpOhGrkeffAhqo5XCoCp +ty+T52uEfk25EW/7VgAFFnTS/W0bkHmV7B1PJgDVsOMZmzFjNOp8ItrSTAi7 +qGkbXHVNEPUX1Wc0dyHQlKmHE7+aIFtVSoBluBDUdS9d/qGfjM4n+719dlUI +naW1m4uCKOjJP0Uh4dVCWI5jVUheUZBnxoV2tRYhTHxcfzPaZSNyk/iJkyVC +wIOf+ZPub0TeRF1y47wQUs5zChctTVHE2LBjiy4OG8sJTGmeKdL0zh4dtcLh +ttr7Ts5KMzTAZKjmIRzGVdZFCJPM0JEvmfu0juCwSe8GvjBuhsoO2AbpR+KA +scM4p0LMUXBiVyh+AQeNkvd/1faZox/X84/65OIwlJOdPO9BRf20moAXFThc +IP+fk8uholyJmtHHRziQno7hTvYWaGg+TZvajsOVPP4Cq8QCvSylSxMEOHBW +kfPj9DF0tjE74NwwDhPXKjT2XcZQzl8EEE3j4Cb2H9iRiqGw71QdDWdwKLHU +ZWNXMHQzW2xzRGFPTkq4SiaGLvYvfutV+M5kELcpF0PM5mPErlkcaD7rUreX +Y6hhqtW5RYpD7/psJWozhiISje0q5ThYn9wr0m3BUPY8+/OAwpdYciaxDUNr +R2MKKYs42HlG/izpwJBTsdvfhQpnJbk/L+zGUPGtmokbSzi4SohJOh8w9LGL +7pRIEEGxDdtbaRBDxMpZvwaFp+OjbSaGMPQwo/70rMJlJEkfbwRD7f2r4s8o +iWDZ5enO9AnF/Vx7w2CiCA5fi9GJn8RQ2jxx5JbC9/qsP4dOK/rLLO+9Vzgg +piB/jxRDZJVE4yMrRMBqOhi9Rab4t6quLVdhDS11D1M5hjYbOod2KXzcr4lC +WsJQTKmNXFNZBPWVcdLlZQyVZSVf8VD4X+FWNvI= + "]]}, + Annotation[#, "Charting`Private`Tag$454592#2"]& ], + TagBox[ + {RGBColor[0.560181, 0.691569, 0.194885], AbsoluteThickness[1.6], + Opacity[1.], LineBox[CompressedData[" +1:eJwVx3s803scx/G1Vow0c82l3PsKK6ujSJ3PJ49aMXVK5ZAI0VG60Fno5jxI +N0cpOlhKdcglZHh0Erms05FFabLtV+SQSNE5GyqknJ0/3o/X+2kVesAnnE6j +0fzU+7+r2jxW0GhKUN8Qr76938/WuyqR6qjdEOheEeAFLzd99s01U5s3XOKw +dBsIpMXRvGVqF9XUcz7shsJnBgUp+5XQsC8s+WvIYZjd2s82eaUEXPLP/p6d +Z6CzOfktt1oFuDCoWFGVAUXafYLpTSoI3mEpWeWbCTF8oMtkKmiwFyWdHc4E +VvOIeZxKBTTVYoPHRAgej7f71NkPg9LmIrP8ZDYUNS2s9cochjCnmlEF8zrE +/NWWtlMwArNmLeJc4ueB+1hcWdCJEYjqO0rjp+UBzdGixT9tBLoTnH8uoPIg ++ULkjI2iEUBW8TK/sJuQE8CIWzE0AsFHbSWPYvOhUeUSaBg2Cn6nXYO4FwrB +aJ6QPNr8EZR3vTNVqSXwR8yO+w5LPoPr3ZXnNL6VQ0lZy+mIigkYMJZHkZVV +IFHYiIwsv4HuoOJOfH0tjHXVbDUYouGWTHf/bZfE8NbQN8+vkI4r/Np/ZHX9 +CZ3F+zufnmVgyvjB75zmNkK426TH8dCZOETrTi8wa4ImrSMTu8w0cXbW6vyK +Fglw3WOyE8eZOMbn34iNa4ZDZaHnXtzVRlPtvtfv3rTAerOHpRH7dPBlvtuU +GecpOPTn3l2wjoWCH6w7XAStEDXhxkxP0EWR+SpuOu8ZbOCGON6KZuPS6/Uu +Os+fwafeB2GBgXqYVCesWO8jhZSqK7yFbvooP+nzUNAghbz7LnOziAHects8 +fnFRG9x6zbtiMdMQGQF3xrgX2mCJq7EufjZEXeeDR4ZUbXCKaZ092WuE9NXZ +G47xn0PjZN5TeYMxilgTiR3C53DW4u0nT9Ec1PtSwyp79xzcwm48eplqgkfH +d3c0L2qHStuMMo1IU2zjCBffj2oHkYFXyhM/M3Sqnqm5trIdLs+PYZcvNcdn +rDbrqQ/toBER8iuHzEVMjncHBxl8b3fanKc/D6v2vN/uHiqDUIad77F/5+HL +fbdN5OkyYOonJvG7LJDhf/3tZKMMWm8Uc64EWeJvQX8H7h+VwVRsZV53syU2 +pibGf54nB2WfaUa0hxXmjj4cZ/DlQIXVBbDLrbDLapaKd1AOCUfF2V/trdHX +Ytvw6GU5WOXSRGNZ1njYDo541cshX/NVq3imDWoWbps41COHoRkmexTHbdBP +48rVKYYCFhhcpL4M2aD3Uma81FYBpDpCvDfcFiP7UwWDaxSglfPqTnGHLZbc +6wk3DVfAm7Tz8eOedhjFJz2GCQr4xeKaOF1sh9eUzHueOQpg1w5SK7jzMSnN +eW1ylQLOZMm+VObMx6hyK40QqQLE2hbCWEOCgsgibvCgApSpeVpeSQRLpbPW +SOgUrO0MeO16imBnH4vuPJ2CHHv9anKGIL1dWJahtrc4YfeMFIKzycbOnQwK +ioaDmhrSCW5sKTj2dQYFoVtNTi3LJSht0+zkMCloNz0/ze4BQZ5DMucEiwLH +n9a80H9I8MwAmz6gdmLlpIjeSNBIdu6Rty4Fzt6Rwd0SgtzrB+yM2BScO76u +PltKsD/LlVOoRwGvm35cr4dgTKnkgMSQgqtO1Vum9RJ8HWC7lWNEwWhctJPy +DUHGzkLHi2r/zu7ueDJAsDfXrcTPmIIpj9rlZ5UEDWSdX/rnUOCbKtCLGyao +59K1x8uEgtsdju93jRIU2tk0l6q9XXBZuHqM4IA4aYfAlILKhk3RSyYIWigL +0hVqa+kwPa0nCdZVmt1bbkZBiH+DJfsbwWx+b+tVtatuxo5NTRHM/DiNoplT +8B8qMYxw + "]]}, + Annotation[#, "Charting`Private`Tag$454592#3"]& ]}, {}}, InsetBox[ + TemplateBox[{ + "\"\\!\\(\\*SubscriptBox[\\(A\\), \\(221\\)]\\)\"", + "\"\\!\\(\\*SubscriptBox[\\(A\\), \\(330\\)]\\)\"", + "\"\\!\\(\\*SubscriptBox[\\(A\\), \\(220\\)]\\)\"", + "\"\\!\\(\\*SubscriptBox[\\(A\\), \\(321\\)]\\)\""}, + "LineLegend", + DisplayFunction->(FormBox[ + StyleBox[ + StyleBox[ + PaneBox[ + TagBox[ + GridBox[{{ + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]], { + LineBox[{{0, 10}, {20, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]], {}}}, + AspectRatio -> Full, ImageSize -> {20, 10}, + PlotRangePadding -> None, ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #}, { + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]], { + LineBox[{{0, 10}, {20, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]], {}}}, + AspectRatio -> Full, ImageSize -> {20, 10}, + PlotRangePadding -> None, ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #2}, { + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], { + LineBox[{{0, 10}, {20, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], {}}}, + AspectRatio -> Full, ImageSize -> {20, 10}, + PlotRangePadding -> None, ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #3}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"]}}, + GridBoxAlignment -> {"Columns" -> {{Left}}, "Rows" -> {{Top}}}, + AutoDelete -> False, + GridBoxItemSize -> { + "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, + GridBoxSpacings -> {"Columns" -> {{1}}, "Rows" -> {{0}}}], + "Grid"], Alignment -> Left, AppearanceElements -> None, + ImageMargins -> {{5, 5}, {5, 5}}, ImageSizeAction -> + "ResizeToFit"], LineIndent -> 0, StripOnInput -> False], { + Directive[ + GrayLevel[0], Bold, 16], FontFamily -> "Arial"}, Background -> + Automatic, StripOnInput -> False], TraditionalForm]& ), + Editable->True, + InterpretationFunction:>(RowBox[{"LineLegend", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.368417, 0.506779, 0.709798], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.24561133333333335`, 0.3378526666666667, + 0.4731986666666667], FrameTicks -> None, PlotRangePadding -> + None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.368417`", ",", "0.506779`", ",", "0.709798`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.368417, 0.506779, 0.709798]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.368417, 0.506779, 0.709798], Editable -> False, + Selectable -> False]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.880722, 0.611041, 0.142051], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.587148, 0.40736066666666665`, 0.09470066666666668], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.880722`", ",", "0.611041`", ",", "0.142051`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.880722, 0.611041, 0.142051]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.880722, 0.611041, 0.142051], Editable -> False, + Selectable -> False]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.560181, 0.691569, 0.194885], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.37345400000000006`, 0.461046, 0.12992333333333334`], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.560181`", ",", "0.691569`", ",", "0.194885`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.560181, 0.691569, 0.194885]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.560181, 0.691569, 0.194885], Editable -> False, + Selectable -> False]}], "]"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{#, ",", #2, ",", #3, ",", #4}], "}"}], ",", + RowBox[{"LegendMarkers", "\[Rule]", "None"}], ",", + RowBox[{"LabelStyle", "\[Rule]", + RowBox[{"Directive", "[", + RowBox[{ + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + GrayLevel[0], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> GrayLevel[0.], FrameTicks -> None, + PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"GrayLevel", "[", "0", "]"}], NumberMarks -> + False]], Appearance -> None, BaseStyle -> {}, + BaselinePosition -> Baseline, DefaultBaseStyle -> {}, + ButtonFunction :> With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + GrayLevel[0]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["GrayLevelColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + GrayLevel[0], Editable -> False, Selectable -> False], ",", + "Bold", ",", "16"}], "]"}]}], ",", + RowBox[{"LegendLayout", "\[Rule]", "\"Column\""}]}], "]"}]& )], + Scaled[{0.9, 0.72}], ImageScaled[{0.5, 0.5}], + BaseStyle->{FontSize -> Larger}, + FormatType->StandardForm]}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->{True, True}, + AxesLabel->{None, None}, + AxesOrigin->{1., 0}, + DisplayFunction->Identity, + Epilog->{{ + PointBox[CompressedData[" +1:eJxTTMoPSmViYGAQA2IQfamJEUh+sNf45KCRNPm1fbOeLpjP5POa997R1/b+ +DH//////2Z754b/1Wqlv7DniY4HyP+xDO86si/jw2n5z0UHL+/5/7eUNn+oG +S7yyn79WAmSgg1monm1gzkv7QM008XXtTA6Vs77OWu/70v7bozdA85gd2Hb6 +XVI3eWG/Qy1IKYafxcE5OnPhhbsv7Au1eYHaORx633YceWn1wj75vSQziO9z +NmQOm8AL+2PKnEB5HocPN5af8n32zF5m25w9///zOzxc53Ok5MEz+3Nm//6D ++EvmzL9lWfXM3kNLBqhexMHfWmWigsEze0mfw0B5UYcPZzZcVLd5Zr9w2vof +3/6LO5RlvJnVufipfb+7JNACCYfmPU+v1Oc/tTefDPKOjINroh779wdP7GPv +9B362qHgcFR2R5mT5FN7o05JoLySw7uLP05FnnliH+ezBWi+skNVqshCxg1P +7AGzqqAF + "]]}, { + PointBox[CompressedData[" +1:eJxTTMoPSmViYGAQA2IQfamJEUh+sC+427d7R0epXbOeLpj/0PE6T7dGkZ0/ +w9////9/tp+Vb1H41nGDPUd8LFD+h324rcnVf5577DcXHbS87//XPnStQtmT +e0fs56+VABnokK++/ND35uP2gZpp4uvamRzSpv68r6l92v7bozdA85gdtnxP +4kg8etp+h1qQUgw/i4O2j0g+6/Uz9oXavEDtHA55T60UN2desE9+L8kM4q8U +LrQ9v/2C/TFlTqA8j8PN7wuPTZO5bC+zbc6e///5HcwT+acHp162P2f27z+I +/9FXis857rK9h5YMUL2IQ4Zoqf7p91fsJX0OA+VFHRzjhXZGVF+1Xzht/Y9v +/8Udih8o6S4UvGbf7y4JtEDCoaiOX5BF45q9+WSQd2QcxBhchYU+XbOPvdN3 +6GuHgsO6qpw8m8XX7Y06JYHySg5J01+6BvDcsI/z2QI0X9nBv7k7rD3lhj0A +NSKU+g== + "]]}, { + PointBox[CompressedData[" +1:eJxTTMoPSmViYGAQA2IQfamJEUh+sGeaqbkmJMLArllPF8w3nfq4+/WGEDt/ +hr//////bB/uucpYMHqpPUd8LFD+h33ppt13bpRutt9cdNDyvv9fe763jZHd +y/fYz18rATLQ4ed/3cjFXQfsAzXTxNe1Mzk45v0SFVpz2P7bozdA85gd1lUG +nKouOWq/Qy1IKYafxeHBG+b3ki+P2hdq8wK1czjMfrfnbsOmk/bJ7yWZQfyj ++144TTp00v6YMidQnseB3ewkzyHjs/Yy2+bs+f+f38H1H3++yI3z9ufM/v0H +8W1Fmz+ErT1v76ElA1Qv4vDqRsK/pw8u2kv6HAbKizrEnP9duu3oJfuF09b/ ++PZf3GH7jVsxB05dtu93lwRaIOGwKXmu8Jydl+3NJ4O8I+Nwqtxh4cuzV+xj +7/Qd+tqh4KDp8fj+drZr9kadkkB5JYef0e+dfWdcs4/z2QI0X9lhnpbzkbXR +1+0BXRiiVw== + "]]}}, + Frame->{{True, True}, {True, True}}, + FrameLabel->{{ + FormBox[ + "\"\\!\\(\\*SubscriptBox[\\(A\\), \\(0\\)]\\)\"", TraditionalForm], + None}, { + FormBox["\"q\"", TraditionalForm], None}}, + FrameStyle->Directive[ + GrayLevel[0], Bold, 16], + FrameTicks->FrontEndValueCache[{{Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}, {Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}}, {{Automatic, {{0., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {0.2, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {0.4, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {0.6, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {0.8, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {-0.2, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.15, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.1, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.05, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.05, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.1, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.15, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.25, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.3, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.35, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.45, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.55, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.65, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.7, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.75, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.85, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.9, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.95, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}}}, {Automatic, {{2., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {4., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {6., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {8., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {10., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {12., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {0., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {4.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {5., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {5.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {6.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {8.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {9., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {9.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {10.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {11., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {11.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {12.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {13., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {13.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {14., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}}}}], + GridLines-> + FrontEndValueCache[{ + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& , + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& }, {{{ + 2., + Directive[ + AbsoluteThickness[0.1]]}, {4., + Directive[ + AbsoluteThickness[0.1]]}, {6., + Directive[ + AbsoluteThickness[0.1]]}, {8., + Directive[ + AbsoluteThickness[0.1]]}, {10., + Directive[ + AbsoluteThickness[0.1]]}, {12., + Directive[ + AbsoluteThickness[0.1]]}, {0., + Directive[ + AbsoluteThickness[0.1]]}, {0.5, + Directive[ + AbsoluteThickness[0.1]]}, {1., + Directive[ + AbsoluteThickness[0.1]]}, {1.5, + Directive[ + AbsoluteThickness[0.1]]}, {2.5, + Directive[ + AbsoluteThickness[0.1]]}, {3., + Directive[ + AbsoluteThickness[0.1]]}, {3.5, + Directive[ + AbsoluteThickness[0.1]]}, {4.5, + Directive[ + AbsoluteThickness[0.1]]}, {5., + Directive[ + AbsoluteThickness[0.1]]}, {5.5, + Directive[ + AbsoluteThickness[0.1]]}, {6.5, + Directive[ + AbsoluteThickness[0.1]]}, {7., + Directive[ + AbsoluteThickness[0.1]]}, {7.5, + Directive[ + AbsoluteThickness[0.1]]}, {8.5, + Directive[ + AbsoluteThickness[0.1]]}, {9., + Directive[ + AbsoluteThickness[0.1]]}, {9.5, + Directive[ + AbsoluteThickness[0.1]]}, {10.5, + Directive[ + AbsoluteThickness[0.1]]}, {11., + Directive[ + AbsoluteThickness[0.1]]}, {11.5, + Directive[ + AbsoluteThickness[0.1]]}, {12.5, + Directive[ + AbsoluteThickness[0.1]]}, {13., + Directive[ + AbsoluteThickness[0.1]]}, {13.5, + Directive[ + AbsoluteThickness[0.1]]}, {14., + Directive[ + AbsoluteThickness[0.1]]}}, {{0., + Directive[ + AbsoluteThickness[0.1]]}, {0.2, + Directive[ + AbsoluteThickness[0.1]]}, {0.4, + Directive[ + AbsoluteThickness[0.1]]}, {0.6, + Directive[ + AbsoluteThickness[0.1]]}, {0.8, + Directive[ + AbsoluteThickness[0.1]]}, {-0.2, + Directive[ + AbsoluteThickness[0.1]]}, {-0.15, + Directive[ + AbsoluteThickness[0.1]]}, {-0.1, + Directive[ + AbsoluteThickness[0.1]]}, {-0.05, + Directive[ + AbsoluteThickness[0.1]]}, {0.05, + Directive[ + AbsoluteThickness[0.1]]}, {0.1, + Directive[ + AbsoluteThickness[0.1]]}, {0.15, + Directive[ + AbsoluteThickness[0.1]]}, {0.25, + Directive[ + AbsoluteThickness[0.1]]}, {0.3, + Directive[ + AbsoluteThickness[0.1]]}, {0.35, + Directive[ + AbsoluteThickness[0.1]]}, {0.45, + Directive[ + AbsoluteThickness[0.1]]}, {0.5, + Directive[ + AbsoluteThickness[0.1]]}, {0.55, + Directive[ + AbsoluteThickness[0.1]]}, {0.65, + Directive[ + AbsoluteThickness[0.1]]}, {0.7, + Directive[ + AbsoluteThickness[0.1]]}, {0.75, + Directive[ + AbsoluteThickness[0.1]]}, {0.85, + Directive[ + AbsoluteThickness[0.1]]}, {0.9, + Directive[ + AbsoluteThickness[0.1]]}, {0.95, + Directive[ + AbsoluteThickness[0.1]]}, {1., + Directive[ + AbsoluteThickness[0.1]]}}}], + GridLinesStyle->Directive[ + GrayLevel[0.5, 0.4]], + ImagePadding->All, + ImageSize->Large, + LabelStyle->Directive[ + GrayLevel[0], Bold, 16], + Method->{ + "DefaultBoundaryStyle" -> Automatic, + "DefaultGraphicsInteraction" -> { + "Version" -> 1.2, "TrackMousePosition" -> {True, False}, + "Effects" -> { + "Highlight" -> {"ratio" -> 2}, "HighlightPoint" -> {"ratio" -> 2}, + "Droplines" -> { + "freeformCursorMode" -> True, + "placement" -> {"x" -> "All", "y" -> "None"}}}}, + "DefaultMeshStyle" -> AbsolutePointSize[6], "ScalingFunctions" -> None, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}}, + PlotRange->{{1, 12}, {0., 0.8844094105028397}}, + PlotRangeClipping->True, + PlotRangePadding->{{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.05], + Scaled[0.05]}}, + Ticks->{Automatic, Automatic}], + InterpretTemplate[Legended[ + Graphics[{{{{}, {}, + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]], + Line[CompressedData[" +1:eJwV1Hk8VOsfB3C5KLLM2Jes4ZCWQQulvg9ZMrhJUt2iCCltpMktKssVZSuV +LElRMS1ExfVLGYmUqC5yQ7mcsc35dWfODCYpv+f3x3md1/uP7+f5Ps95vsc0 +5LBfmKyMjMxl/Pz/7fzBxUlGRgirMxZW9NQIQFX9Wut7FSF43h5jtj4TwKdN +UwElBkLQ1fKoP/NSADHv70a5rxIC54+Ct+wPAnBmKszquAmB29mXvasH12/a +nT7mJ4RJ29Lt6LMAyt5p3kk/JISEE5mH9o8J4Bjj8PKgOCGcmSXIx18F4OLb +ylt2TghzN/9R9V4sgN6O+L4Pt4Twvbhu36kfOK9jmKnXL4RCe+NjLaoU9Ko6 +Xx8fF4Lm80zVh+oUlP1asPipVAj+rVEXorUpcGnf6LFLUwQs66t/njGkQE2V +28kyE8FSMwWFDhMK+nzkQmRZIvitn3NOupCCY29r4255iYBTOGfbgDWuV9FQ +Or5dBPVOd82LF1Og6nMwd8NeEZSJuKx1y/B6baZVgkQRyC6+PaCzHNcrx0F9 +tgiKqntG/Ffieu/utswiEfja/ZREO+D13pwbsa0TQcGDpGf+ThSUz+fH/PJK +BJP3Kxv01lHA8QLZri4RXOu/5N8IuP58XtbtIREwp7M1Nzrj/t+IF8SKRKC7 +iJfb4ILzlH7les6KoMmVEa3jivthl60yUKHBLp+93N8N93NO9iWlT4OnC+vA +cXec93qn3zMrGpQnUkoTPHCeUs2XrJU0VB22CTu6Aed5Mg8Gu9LwaJ+ZvY8n +7i8tctrOjwaGYXm2Ghv31/ryrNxuGpJD3X7UYa9XNNHqPkiDOLprYqMXBQzP +EzfvnKQh1fK6pB27L7Vz2e9pNCRNB0U5eOO8V0vr2bk0uOYH/JOOzZmXxl5w +iwZL3R01bdguG4Y+/reKhqevB/dIsdVS14Y9b6Ch/YP6FoYPzmvJpbPbaTjh +3TapiV0+lz4d0kdD3ZI/qxSwOR7eKsvHaSjo3Cbk4/r1Z2/ny0tpYHkoa1Vj +M1pkrD7Ki4FDmCUfwu5X2PG4TEMMuoGDRbrYXPfHLidMxaB/PK/pIe6fk6L2 +zmuZGH5rKfFbjb2+eV+g4VoxcB1jS6vw/hkKTeNf2WKIHq3SMMDuczOKbdgm +hhNHjKVH8flxXn64uCcGr8ce5kjxea+RxlYEJYnhl5A1zurYMjbGbdsvisHv +VOxWA/x9zmVHyvtWisFm+Ip0Zj0FG18wzbye4zy7BPdu/L01J2vWubeLYefK +0+HF+D4U7ZCLdaLE4B88fX4evi97MrmXVn3H/Udbud5ZS4EVz/ehnZIEZtcN +2Tvg+1ZleW3cykoC2bw8JTtHCppFKwK1QiVAJz8Ny7Sj4Lx53++MoxII8mPX +trAo8N2aeGV+ogRWJuU8mVhKwaen7R1ziiVwY/bke5YNBV/P7nX52iuBeukT +wSI8P9pGeUTL5gkYyGQlhzHxfPqCa2PIBJSkxffMVaOgOIm/uz5qAq7sm3fn +pjIFi8Zs86uzJiBc1SiucS4F6x69Vi5+MwGrw618KvG8h7NnRLHrJyH4kdHl +yFEBPOHserrIfgr2xH06c6BOAPk2GdWE8xT4OA5638D/q1MDdVzzjVNg8K/7 +lb8eCcCdrZ1nFDkF034aE6wKAXQZvj2mXjIFrJzXOu9LBCBpWr1sWl0KkneJ +QTXpArDV0L7ZSkvB0tiqJSNQAPcq2s5GVE1DaW5MKOPnOLR+XFipbfITGgWf +o03Z4yD9/J8tmpQMipm/ae2WwjEY0Qoo3VYmiwpPG6+0YIxB391Dfe1pcuhe +cMaANGMUwhxnXOJDFFBz6+2LlMkovFI6MR1uMA81fYxg27SOgO0aTkHiN0Uk +CHyRVcoZgWMVIRl/18xH3cGbDU/aj4CPQdP9iIMqaN+gtcqeb8OwaLikxnqD +GioaPW9RxhuGI9OOijkJDMQN6zHg5AzDr7bBNtwoJuKlMH154cMwOdQYGhio +jta+GXRLgGFIry10X+qogY7surH3mNEwlD5dYXiV0ER4DiO//eADd9C90FhB +C+m5Va3ZO8gHewcdBprSQn91PSo3b+FDiqJZwcyQNvq94vOD6gd8aJ4pbe9u +0EGmOov66/L4kGY8MulZqYvK/XMuNybzwTH0RsunLD30onYssTyaD9XmVyrm +RuqjqdbDl6xD+FCpyU5/u80ANW+KOJK0iQ/5lhzmw5ULELeKbaW4ng9zI4LP +LyEM0QUw+RKynA/rLM4ucNcwQpVJ2a4TlnwIkbMIiPvXCHnJpdDLDfigqJGY +7PXZGMU7D25Yo8aHjht3lxQGmSDppcNxT+T4MHu8unTgjQkqdhqkpqZJEPL1 +r0S5mKKA/O7caSEJPaHPdjAfmqJ70YwB61ESEk7yCn5YmaEuuLzN8AsJpiUy +ldKrZujcXq9Z/Y8k3J7X38FTWIi2uP1svNlBAiWvt/9j/EK0/7Cez9cWEqw1 +L/R8pxaizs8OK7R5JBB1EbwDYeZIX03vjHwdCUpF/Y/v9pqja+3PU/ZXk0Be +zDz1zdMCkY/kn529T8Jp4+u8HJ4F0p8zMnTwDgnMekGPk60lilIZV/5+g4TU +q13fq4sskc0tFa/eQhJ4843zjmsRKG1Kn5uSi/eXVarETibQJ+VmGd5FEjz6 +dgw6pBCo0+660T3sIiuNOiKVQN1uJigX25uXsE8+nUAyEdqZB7HL6aBXDTkE +8jOr3aKPHbJFL2VVCYFUyn9ejLlAQqd+5hyLRgKFXlB/bpNNgs1et781mghk +pavnq4OdWD1TKdtMIOa7clIWm+UduXuglUCDrHDdT1kkZMRveF7wnkD7A2y5 +qdjuA7Lx6v8QqM7WgzOcScK1xXX+c4YI5LInGT5gS2KjFgtJAqXsWqv8DPsm +c6D37SiBXK2NKy9jz7rUr04TEmirdZqpG3ZAVox6LE2gA93nFWyxH/TajIdL +CDTH4Zd/F2DvjMnPc5USyCnH+7Ukg4Tqhk1R9tMEIl8vqB/AVlJR9DSbIZCm +fVB1G3bw9gYT5k8CpQrU7tdi1946Lp2dJZCXpi23FPt/xjGIKw== + "]]}, + "Charting`Private`Tag$454592#1"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]], + Line[CompressedData[" +1:eJwVz3k81PkfB/AxkSPKuFJiJoyvkOXRo0Po/VmVo6WtliJH24QcZdMyKJS2 +JTkq9te6f7ki0kxNW0wqI8eoJkdm5juZ7IREtMk5xmBn/3g/3o/n4/XH+/Xe +SPvlUAiRQCBEKua//X2PixOBMAEEwsUZgfGZXat1iju6tRRONHH4muEF7w7O +HS43UvjDotwyNRBiumujXbdPwMU/RraUnjsN1V16VZlRijyqWuskLQlWdw6T +1r2fAMmDL207N2eB+NXVT/bsb0DZb7e1k1UE9NaenBMxUyBdo8yuLaoFR2k8 +I+i3KeA+NEnz1LgLBGvya7+cKaj/cF0pJ+4uXL0eqXKAOQXa7q+1Vh2sgxJ/ +5Xin8SmI9/L6/dHyPWj7tjVQP3gaPHPvJyhZ3AcDk3ys/acZIJy3Nq078BAe +0Y81Wm2Zg/oWXswBKhsKrLNY2Pdz4H4FzkfsZ0OyhF1j/uMcVNAz3WhxbHDd +Z5BvEjkHO1oy74xx2cA35sXqlM+B4a4ucVjEE5hu2fmdTEcKp0wfRGJVjWCv +a1DWMSkFX8NC/XS153CX8Tot7IEMgh+ZMVj1HPDUjELkJhlsezwaaNTBgS9h +a+b5PBms3jBkRhdxwNb0UMTuURkUHLXepCLjAPMPoacJZQEqUsouXt3ZDKyE +AVJv1gJQqhISnRuagb1bWgjhcgidacAK615Ah9CMaUBZgorbkzUvYlqBhpGk +s7ZLkNfTFRr7WyvI6EsgdF6CYXqGr1FOK9gYiDr/9F+CN3papD2MVsj2zv5q ++OcSvDuBOWqMtsKhbqmt0eplsBNohsccbQPxS14dWb4MoQW7uXpb20Ha/8RH +b5yArJ73PV94xYVet9lQlSkC+qFvb7q7kAtMpl387DwBCVjkhKwBLpy8VFmA +qyqh3R6Cz8tSLgio1/4uMlNCvB0uY2nUDnh4ihZO9VdCHdvvfLZK6oAzMrWk +bS+VkCROO/arxUv4pH+4wreaiNbM2NweD3kF4too8Zt0ZWRuVRWV186DEAe5 +SxJtJUqi/u7AaOkErsY5WaiRGnLlHaO8YXSBvSO98NK8Olr6dHDc/Ww3xDJo +WaLHq5DV3jn+CKkHvIxa6sJOa6GhwUohKu4Bq+Hyx5vc1yAmUdV6j/lbRR8H +9dwUbcQIaqv2+d9b2G9/3LommoRujV8/N7iiF2YHm4MDA3XQi0Mj0dKQXsis +L3K1ddBFXUE3Lwc09EJF41bjPEwPedFwbxNNPtQMuBaRV+qj1Nis7BU/8WHL +jrXaaE4fnfXDx57m8yFV3bRQPmiAJt3DIxpEfGiTV7wRNK1FYolvlS5JAOnk +T7MeTENk2fzrF7G7AByCS9vfXVuHqrkliz8nCIBlfpOhGrkeffAhqo5XCoCp +ty+T52uEfk25EW/7VgAFFnTS/W0bkHmV7B1PJgDVsOMZmzFjNOp8ItrSTAi7 +qGkbXHVNEPUX1Wc0dyHQlKmHE7+aIFtVSoBluBDUdS9d/qGfjM4n+719dlUI +naW1m4uCKOjJP0Uh4dVCWI5jVUheUZBnxoV2tRYhTHxcfzPaZSNyk/iJkyVC +wIOf+ZPub0TeRF1y47wQUs5zChctTVHE2LBjiy4OG8sJTGmeKdL0zh4dtcLh +ttr7Ts5KMzTAZKjmIRzGVdZFCJPM0JEvmfu0juCwSe8GvjBuhsoO2AbpR+KA +scM4p0LMUXBiVyh+AQeNkvd/1faZox/X84/65OIwlJOdPO9BRf20moAXFThc +IP+fk8uholyJmtHHRziQno7hTvYWaGg+TZvajsOVPP4Cq8QCvSylSxMEOHBW +kfPj9DF0tjE74NwwDhPXKjT2XcZQzl8EEE3j4Cb2H9iRiqGw71QdDWdwKLHU +ZWNXMHQzW2xzRGFPTkq4SiaGLvYvfutV+M5kELcpF0PM5mPErlkcaD7rUreX +Y6hhqtW5RYpD7/psJWozhiISje0q5ThYn9wr0m3BUPY8+/OAwpdYciaxDUNr +R2MKKYs42HlG/izpwJBTsdvfhQpnJbk/L+zGUPGtmokbSzi4SohJOh8w9LGL +7pRIEEGxDdtbaRBDxMpZvwaFp+OjbSaGMPQwo/70rMJlJEkfbwRD7f2r4s8o +iWDZ5enO9AnF/Vx7w2CiCA5fi9GJn8RQ2jxx5JbC9/qsP4dOK/rLLO+9Vzgg +piB/jxRDZJVE4yMrRMBqOhi9Rab4t6quLVdhDS11D1M5hjYbOod2KXzcr4lC +WsJQTKmNXFNZBPWVcdLlZQyVZSVf8VD4X+FWNvI= + "]]}, + "Charting`Private`Tag$454592#2"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], + Line[CompressedData[" +1:eJwVx3s803scx/G1Vow0c82l3PsKK6ujSJ3PJ49aMXVK5ZAI0VG60Fno5jxI +N0cpOlhKdcglZHh0Erms05FFabLtV+SQSNE5GyqknJ0/3o/X+2kVesAnnE6j +0fzU+7+r2jxW0GhKUN8Qr76938/WuyqR6qjdEOheEeAFLzd99s01U5s3XOKw +dBsIpMXRvGVqF9XUcz7shsJnBgUp+5XQsC8s+WvIYZjd2s82eaUEXPLP/p6d +Z6CzOfktt1oFuDCoWFGVAUXafYLpTSoI3mEpWeWbCTF8oMtkKmiwFyWdHc4E +VvOIeZxKBTTVYoPHRAgej7f71NkPg9LmIrP8ZDYUNS2s9cochjCnmlEF8zrE +/NWWtlMwArNmLeJc4ueB+1hcWdCJEYjqO0rjp+UBzdGixT9tBLoTnH8uoPIg ++ULkjI2iEUBW8TK/sJuQE8CIWzE0AsFHbSWPYvOhUeUSaBg2Cn6nXYO4FwrB +aJ6QPNr8EZR3vTNVqSXwR8yO+w5LPoPr3ZXnNL6VQ0lZy+mIigkYMJZHkZVV +IFHYiIwsv4HuoOJOfH0tjHXVbDUYouGWTHf/bZfE8NbQN8+vkI4r/Np/ZHX9 +CZ3F+zufnmVgyvjB75zmNkK426TH8dCZOETrTi8wa4ImrSMTu8w0cXbW6vyK +Fglw3WOyE8eZOMbn34iNa4ZDZaHnXtzVRlPtvtfv3rTAerOHpRH7dPBlvtuU +GecpOPTn3l2wjoWCH6w7XAStEDXhxkxP0EWR+SpuOu8ZbOCGON6KZuPS6/Uu +Os+fwafeB2GBgXqYVCesWO8jhZSqK7yFbvooP+nzUNAghbz7LnOziAHects8 +fnFRG9x6zbtiMdMQGQF3xrgX2mCJq7EufjZEXeeDR4ZUbXCKaZ092WuE9NXZ +G47xn0PjZN5TeYMxilgTiR3C53DW4u0nT9Ec1PtSwyp79xzcwm48eplqgkfH +d3c0L2qHStuMMo1IU2zjCBffj2oHkYFXyhM/M3Sqnqm5trIdLs+PYZcvNcdn +rDbrqQ/toBER8iuHzEVMjncHBxl8b3fanKc/D6v2vN/uHiqDUIad77F/5+HL +fbdN5OkyYOonJvG7LJDhf/3tZKMMWm8Uc64EWeJvQX8H7h+VwVRsZV53syU2 +pibGf54nB2WfaUa0hxXmjj4cZ/DlQIXVBbDLrbDLapaKd1AOCUfF2V/trdHX +Ytvw6GU5WOXSRGNZ1njYDo541cshX/NVq3imDWoWbps41COHoRkmexTHbdBP +48rVKYYCFhhcpL4M2aD3Uma81FYBpDpCvDfcFiP7UwWDaxSglfPqTnGHLZbc +6wk3DVfAm7Tz8eOedhjFJz2GCQr4xeKaOF1sh9eUzHueOQpg1w5SK7jzMSnN +eW1ylQLOZMm+VObMx6hyK40QqQLE2hbCWEOCgsgibvCgApSpeVpeSQRLpbPW +SOgUrO0MeO16imBnH4vuPJ2CHHv9anKGIL1dWJahtrc4YfeMFIKzycbOnQwK +ioaDmhrSCW5sKTj2dQYFoVtNTi3LJSht0+zkMCloNz0/ze4BQZ5DMucEiwLH +n9a80H9I8MwAmz6gdmLlpIjeSNBIdu6Rty4Fzt6Rwd0SgtzrB+yM2BScO76u +PltKsD/LlVOoRwGvm35cr4dgTKnkgMSQgqtO1Vum9RJ8HWC7lWNEwWhctJPy +DUHGzkLHi2r/zu7ueDJAsDfXrcTPmIIpj9rlZ5UEDWSdX/rnUOCbKtCLGyao +59K1x8uEgtsdju93jRIU2tk0l6q9XXBZuHqM4IA4aYfAlILKhk3RSyYIWigL +0hVqa+kwPa0nCdZVmt1bbkZBiH+DJfsbwWx+b+tVtatuxo5NTRHM/DiNoplT +8B8qMYxw + "]]}, "Charting`Private`Tag$454592#3"]}}, {}}, { + DisplayFunction -> Identity, Ticks -> {Automatic, Automatic}, + AxesOrigin -> {1.`15.954589770191003, 0}, FrameTicks -> {{Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}, {Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}}, + GridLines -> { + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& , + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& }, + DisplayFunction -> Identity, PlotRangePadding -> {{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.05], + Scaled[0.05]}}, PlotRangeClipping -> True, ImagePadding -> All, + DisplayFunction -> Identity, AspectRatio -> GoldenRatio^(-1), + Axes -> {True, True}, AxesLabel -> {None, None}, AxesOrigin -> {1., 0}, + DisplayFunction :> Identity, Epilog -> {{ + Point[CompressedData[" +1:eJxTTMoPSmViYGAQA2IQfamJEUh+sNf45KCRNPm1fbOeLpjP5POa997R1/b+ +DH//////2Z754b/1Wqlv7DniY4HyP+xDO86si/jw2n5z0UHL+/5/7eUNn+oG +S7yyn79WAmSgg1monm1gzkv7QM008XXtTA6Vs77OWu/70v7bozdA85gd2Hb6 +XVI3eWG/Qy1IKYafxcE5OnPhhbsv7Au1eYHaORx633YceWn1wj75vSQziO9z +NmQOm8AL+2PKnEB5HocPN5af8n32zF5m25w9///zOzxc53Ok5MEz+3Nm//6D ++EvmzL9lWfXM3kNLBqhexMHfWmWigsEze0mfw0B5UYcPZzZcVLd5Zr9w2vof +3/6LO5RlvJnVufipfb+7JNACCYfmPU+v1Oc/tTefDPKOjINroh779wdP7GPv +9B362qHgcFR2R5mT5FN7o05JoLySw7uLP05FnnliH+ezBWi+skNVqshCxg1P +7AGzqqAF + "]]}, { + Point[CompressedData[" +1:eJxTTMoPSmViYGAQA2IQfamJEUh+sC+427d7R0epXbOeLpj/0PE6T7dGkZ0/ +w9////9/tp+Vb1H41nGDPUd8LFD+h324rcnVf5577DcXHbS87//XPnStQtmT +e0fs56+VABnokK++/ND35uP2gZpp4uvamRzSpv68r6l92v7bozdA85gdtnxP +4kg8etp+h1qQUgw/i4O2j0g+6/Uz9oXavEDtHA55T60UN2desE9+L8kM4q8U +LrQ9v/2C/TFlTqA8j8PN7wuPTZO5bC+zbc6e///5HcwT+acHp162P2f27z+I +/9FXis857rK9h5YMUL2IQ4Zoqf7p91fsJX0OA+VFHRzjhXZGVF+1Xzht/Y9v +/8Udih8o6S4UvGbf7y4JtEDCoaiOX5BF45q9+WSQd2QcxBhchYU+XbOPvdN3 +6GuHgsO6qpw8m8XX7Y06JYHySg5J01+6BvDcsI/z2QI0X9nBv7k7rD3lhj0A +NSKU+g== + "]]}, { + Point[CompressedData[" +1:eJxTTMoPSmViYGAQA2IQfamJEUh+sGeaqbkmJMLArllPF8w3nfq4+/WGEDt/ +hr//////bB/uucpYMHqpPUd8LFD+h33ppt13bpRutt9cdNDyvv9fe763jZHd +y/fYz18rATLQ4ed/3cjFXQfsAzXTxNe1Mzk45v0SFVpz2P7bozdA85gd1lUG +nKouOWq/Qy1IKYafxeHBG+b3ki+P2hdq8wK1czjMfrfnbsOmk/bJ7yWZQfyj ++144TTp00v6YMidQnseB3ewkzyHjs/Yy2+bs+f+f38H1H3++yI3z9ufM/v0H +8W1Fmz+ErT1v76ElA1Qv4vDqRsK/pw8u2kv6HAbKizrEnP9duu3oJfuF09b/ ++PZf3GH7jVsxB05dtu93lwRaIOGwKXmu8Jydl+3NJ4O8I+Nwqtxh4cuzV+xj +7/Qd+tqh4KDp8fj+drZr9kadkkB5JYef0e+dfWdcs4/z2QI0X9lhnpbzkbXR +1+0BXRiiVw== + "]]}}, Frame -> {{True, True}, {True, True}}, + FrameLabel -> {{"\!\(\*SubscriptBox[\(A\), \(0\)]\)", None}, { + "q", None}}, FrameStyle -> Directive[ + GrayLevel[0], Bold, 16], + FrameTicks -> {{Automatic, Automatic}, {Automatic, Automatic}}, + GridLines -> {Full, Full}, GridLinesStyle -> Directive[ + GrayLevel[0.5, 0.4]], ImageSize -> Large, LabelStyle -> Directive[ + GrayLevel[0], Bold, 16], + Method -> { + "DefaultBoundaryStyle" -> Automatic, + "DefaultGraphicsInteraction" -> { + "Version" -> 1.2, "TrackMousePosition" -> {True, False}, + "Effects" -> { + "Highlight" -> {"ratio" -> 2}, "HighlightPoint" -> {"ratio" -> 2}, + "Droplines" -> { + "freeformCursorMode" -> True, + "placement" -> {"x" -> "All", "y" -> "None"}}}}, + "DefaultMeshStyle" -> AbsolutePointSize[6], "ScalingFunctions" -> + None, "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}}, + PlotRange -> {{1, 12}, {0., 0.8844094105028397}}, PlotRangeClipping -> + True, PlotRangePadding -> {{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.02], + Scaled[0.02]}}, Ticks -> {Automatic, Automatic}}], + Placed[ + Unevaluated[ + LineLegend[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]]}, { + "\!\(\*SubscriptBox[\(A\), \(221\)]\)", + "\!\(\*SubscriptBox[\(A\), \(330\)]\)", + "\!\(\*SubscriptBox[\(A\), \(220\)]\)", + "\!\(\*SubscriptBox[\(A\), \(321\)]\)"}, LegendMarkers -> None, + LabelStyle -> Directive[ + GrayLevel[0], Bold, 16], LegendLayout -> "Column"]], {0.9, 0.72}, + Identity]]& ], + AutoDelete->True, + Editable->True, + SelectWithContents->False, + Selectable->True]], "Output", + CellChangeTimes->{{3.79068756780407*^9, 3.790687586187573*^9}, + 3.790687627376944*^9, 3.7906879922400084`*^9, 3.790688711473288*^9, + 3.79273762458565*^9, 3.7927382581890173`*^9, 3.792741380451532*^9, + 3.794718522490942*^9, 3.794719837017642*^9, {3.794719901451211*^9, + 3.794719905110763*^9}, {3.794719956580286*^9, 3.794719983994754*^9}, + 3.794720335553652*^9, 3.794722754401965*^9, 3.7947229096231737`*^9, { + 3.794722947375093*^9, 3.7947229658052588`*^9}, 3.794723199469701*^9, + 3.794723513450294*^9, 3.7947235533295107`*^9, 3.7947396178878613`*^9, + 3.7947399112756567`*^9, {3.7948005667794037`*^9, 3.7948006088377447`*^9}, + 3.796095319105015*^9, 3.7963506332923822`*^9, 3.79635106224405*^9, + 3.796351233326887*^9, 3.7963558171238728`*^9, 3.796358252951125*^9, + 3.7965413221673737`*^9, 3.7971414432385387`*^9, 3.797155119171136*^9, + 3.799979469352973*^9, 3.799986708329595*^9}, + CellLabel-> + "Out[889]=",ExpressionUUID->"cdf471c5-2869-46a9-9656-9cd159803326"] +}, Open ]], + +Cell[BoxData[ + RowBox[{ + RowBox[{"campst0", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"Flatten", "[", + RowBox[{ + RowBox[{"t0ampsdataalltest", "[", + RowBox[{"[", "i", "]"}], "]"}], ",", "1"}], "]"}], "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Length", "@", "tag"}]}], "}"}]}], "]"}]}], ";"}]], "Input", + CellChangeTimes->{{3.7842773027840967`*^9, 3.784277318572165*^9}, { + 3.7842773597796373`*^9, 3.784277542344664*^9}, {3.7845307984308147`*^9, + 3.7845308096063957`*^9}, 3.7845312377563257`*^9, {3.784531286587538*^9, + 3.7845313051641073`*^9}, 3.78557851895393*^9, 3.785582670748349*^9}, + CellLabel-> + "In[890]:=",ExpressionUUID->"d2dc0ec3-97b1-4064-9ec3-a70c62d06ad1"], + +Cell[BoxData[ + RowBox[{"(*", + RowBox[{ + RowBox[{"From", " ", "the", " ", "32", " ", + RowBox[{"model", ":", " ", "220"}]}], ",", " ", "221", ",", " ", "320", + ",", " ", "321", ",", " ", + RowBox[{"220", "*", "mix"}], ",", + RowBox[{"221", "*", + RowBox[{"mix", ".", " ", "Remember"}], " ", "to", " ", "apply", " ", + "all", " ", "the", " ", "2", "\[Pi]", " ", "factors", " ", "you", " ", + RowBox[{ + RowBox[{"need", "!!"}], "!"}]}]}], " ", "*)"}]], "Input", + CellChangeTimes->{{3.784277321544189*^9, 3.784277350761631*^9}, { + 3.784277870454714*^9, 3.784277911753647*^9}, {3.7842779716062717`*^9, + 3.784277975314348*^9}, {3.784285904783442*^9, 3.784285918430057*^9}}, + CellLabel-> + "In[891]:=",ExpressionUUID->"70040933-a296-495e-8a30-d4eade043fd2"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{"phase220d", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"q", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"q", "+", "1"}], ")"}], "^", "2"}]}], ",", + RowBox[{"Mod", "[", + RowBox[{ + RowBox[{"Arg", "/@", + RowBox[{"campst0", "[", + RowBox[{"[", + RowBox[{"All", ",", "1", ",", "1"}], "]"}], "]"}]}], ",", + RowBox[{"2", "\[Pi]"}]}], "]"}]}], "}"}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"phase221d", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"q", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"q", "+", "1"}], ")"}], "^", "2"}]}], ",", + RowBox[{"Mod", "[", + RowBox[{ + RowBox[{ + RowBox[{"Arg", "/@", + RowBox[{"campst0", "[", + RowBox[{"[", + RowBox[{"All", ",", "1", ",", "2"}], "]"}], "]"}]}], "-", + "\[Pi]"}], ",", + RowBox[{"2", "\[Pi]"}]}], "]"}]}], "}"}], "]"}]}], ";"}]}], "Input", + CellChangeTimes->{{3.7856462603296757`*^9, 3.785646394567872*^9}, { + 3.787641202975778*^9, 3.787641204115053*^9}}, + CellLabel-> + "In[892]:=",ExpressionUUID->"2ddd245e-1e99-486f-916e-7df10c5df70b"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{"phase210d", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"q", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"q", "+", "1"}], ")"}], "^", "2"}]}], ",", + RowBox[{"Mod", "[", + RowBox[{ + RowBox[{ + RowBox[{"Arg", "/@", + RowBox[{"campst0", "[", + RowBox[{"[", + RowBox[{"All", ",", "2", ",", "1"}], "]"}], "]"}]}], "-", + RowBox[{"\[Pi]", "/", "2"}]}], ",", + RowBox[{"2", "\[Pi]"}]}], "]"}]}], "}"}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"phase211d", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"q", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"q", "+", "1"}], ")"}], "^", "2"}]}], ",", + RowBox[{"Mod", "[", + RowBox[{ + RowBox[{ + RowBox[{"Arg", "/@", + RowBox[{"campst0", "[", + RowBox[{"[", + RowBox[{"All", ",", "2", ",", "2"}], "]"}], "]"}]}], "+", + "\[Pi]"}], ",", + RowBox[{"2", "\[Pi]"}]}], "]"}]}], "}"}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"phase330d", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"q", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"q", "+", "1"}], ")"}], "^", "2"}]}], ",", + RowBox[{"Mod", "[", + RowBox[{ + RowBox[{"Arg", "/@", + RowBox[{"campst0", "[", + RowBox[{"[", + RowBox[{"All", ",", "3", ",", "1"}], "]"}], "]"}]}], ",", + RowBox[{"2", "\[Pi]"}]}], "]"}]}], "}"}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"phase331d", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"q", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"q", "+", "1"}], ")"}], "^", "2"}]}], ",", + RowBox[{"Mod", "[", + RowBox[{ + RowBox[{ + RowBox[{"Arg", "/@", + RowBox[{"campst0", "[", + RowBox[{"[", + RowBox[{"All", ",", "3", ",", "2"}], "]"}], "]"}]}], "+", + "\[Pi]"}], ",", + RowBox[{"2", "\[Pi]"}]}], "]"}]}], "}"}], "]"}]}], ";"}]}], "Input", + CellChangeTimes->{{3.785646407826089*^9, 3.7856465022518806`*^9}, { + 3.785664270229966*^9, 3.785664270483049*^9}, {3.785664346680513*^9, + 3.785664347537425*^9}, {3.7856644639703693`*^9, 3.785664473387291*^9}, { + 3.787641099465748*^9, 3.787641127155019*^9}, {3.787641220374497*^9, + 3.7876412761289797`*^9}, {3.790675230587782*^9, 3.790675255183267*^9}}, + CellLabel-> + "In[894]:=",ExpressionUUID->"0b116b2f-0b20-4e7a-ae61-d999c51a6257"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{"dataq", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + FractionBox[ + RowBox[{"1", "+", + SqrtBox[ + RowBox[{"1", "-", + RowBox[{"4", " ", + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}]], "-", + RowBox[{"2", " ", + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}], + RowBox[{"2", " ", + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]], ",", + RowBox[{ + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "-", + RowBox[{"phase221d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}]}]}], "}"}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"dataq2215ph", "=", + RowBox[{"Drop", "[", + RowBox[{ + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"dataq", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{"Mod", "[", + RowBox[{ + RowBox[{"dataq", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], ",", + RowBox[{"2", "\[Pi]"}]}], "]"}]}], "}"}], "]"}], ",", + RowBox[{"{", + RowBox[{"-", "4"}], "}"}]}], "]"}]}], ";"}]}], "Input", + CellChangeTimes->{{3.7906751655299*^9, 3.7906751763416348`*^9}, { + 3.792737538983851*^9, 3.792737540697185*^9}, {3.792737631319223*^9, + 3.7927376362794847`*^9}, {3.79472204680768*^9, 3.794722048864622*^9}, { + 3.794722979678946*^9, 3.794722980667346*^9}, {3.7947231179104843`*^9, + 3.794723118010358*^9}}, + CellLabel-> + "In[898]:=",ExpressionUUID->"51b15147-46fb-4b7c-9f7f-77fc72f31a6e"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{"dataq", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + FractionBox[ + RowBox[{"1", "+", + SqrtBox[ + RowBox[{"1", "-", + RowBox[{"4", " ", + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}]], "-", + RowBox[{"2", " ", + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}], + RowBox[{"2", " ", + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]], ",", + RowBox[{ + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "-", + RowBox[{"phase210d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}]}]}], "}"}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"dataq215ph", "=", + RowBox[{"Delete", "[", + RowBox[{ + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"dataq", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{"Mod", "[", + RowBox[{ + RowBox[{"dataq", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], ",", + RowBox[{"2", "\[Pi]"}]}], "]"}]}], "}"}], "]"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", "1", "}"}], ",", + RowBox[{"{", "2", "}"}]}], "}"}]}], "]"}]}], ";"}]}], "Input", + CellChangeTimes->{{3.7906752084058523`*^9, 3.790675223453661*^9}, { + 3.790675343648275*^9, 3.790675350153137*^9}, {3.7906827679623327`*^9, + 3.7906827700141706`*^9}, {3.794722052014942*^9, 3.794722052888445*^9}, + 3.794722289720661*^9, 3.794722383141808*^9, {3.79472298497344*^9, + 3.794722985357209*^9}, {3.794723122625704*^9, 3.794723122778028*^9}}, + CellLabel-> + "In[900]:=",ExpressionUUID->"35c61e8b-f950-434a-9109-a7a295cec037"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{"dataq", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + FractionBox[ + RowBox[{"1", "+", + SqrtBox[ + RowBox[{"1", "-", + RowBox[{"4", " ", + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}]], "-", + RowBox[{"2", " ", + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}], + RowBox[{"2", " ", + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]], ",", + RowBox[{ + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "-", + RowBox[{"phase330d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}]}]}], "}"}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"dataq335ph", "=", + RowBox[{"Delete", "[", + RowBox[{ + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"dataq", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{"Mod", "[", + RowBox[{ + RowBox[{"dataq", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], ",", + RowBox[{"2", "\[Pi]"}]}], "]"}]}], "}"}], "]"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", "1", "}"}], ",", + RowBox[{"{", "2", "}"}]}], "}"}]}], "]"}]}], ";"}]}], "Input", + CellChangeTimes->{{3.7906752084058523`*^9, 3.790675223453661*^9}, { + 3.790675343648275*^9, 3.790675350153137*^9}, {3.790675388928008*^9, + 3.790675395834998*^9}, {3.790682773419422*^9, 3.790682775808734*^9}, { + 3.7947220550631237`*^9, 3.794722055360767*^9}, {3.794722440999053*^9, + 3.7947224413863792`*^9}, {3.7947229896735907`*^9, 3.7947229907020893`*^9}, { + 3.794723126043419*^9, 3.794723126178904*^9}}, + CellLabel-> + "In[902]:=",ExpressionUUID->"8bfc8931-d1e9-449e-a62a-b89db4c133ef"], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{"fit2215ph", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"dataq2215ph", ",", + RowBox[{ + RowBox[{"aa", " ", "/", + RowBox[{"(", + RowBox[{ + RowBox[{"qq", "^", "2"}], "+", + RowBox[{"cc", "^", "2"}]}], ")"}]}], "+", "bb"}], ",", + RowBox[{"{", + RowBox[{"aa", ",", "bb", ",", "cc"}], "}"}], ",", "qq", ",", + RowBox[{"MaxIterations", "\[Rule]", "Infinity"}]}], + "]"}]}], "\[IndentingNewLine]", + RowBox[{"fit2215phn", "=", + RowBox[{"Normal", "@", "fit2215ph"}]}], "\[IndentingNewLine]", + RowBox[{"fit2215phn1", "=", + RowBox[{ + RowBox[{"fit2215ph", "[", "\"\<MeanPredictionBands\>\"", "]"}], "[", + RowBox[{"[", "1", "]"}], "]"}]}], "\[IndentingNewLine]", + RowBox[{"fit2215phn2", "=", + RowBox[{ + RowBox[{"fit2215ph", "[", "\"\<MeanPredictionBands\>\"", "]"}], "[", + RowBox[{"[", "2", "]"}], "]"}]}]}], "Input", + CellChangeTimes->{{3.79051651076999*^9, 3.790516551441586*^9}, { + 3.790516584036496*^9, 3.7905166196464853`*^9}, {3.790516669752849*^9, + 3.790516704405472*^9}, {3.790675190054287*^9, 3.79067519902309*^9}, { + 3.794722038731042*^9, 3.794722067296977*^9}, {3.794722284547132*^9, + 3.794722310316136*^9}, {3.794722994368788*^9, 3.7947229970063972`*^9}, { + 3.7947231306953983`*^9, 3.794723132194805*^9}, {3.7947384405034437`*^9, + 3.794738480977254*^9}, {3.794738543831872*^9, 3.794738545913368*^9}}, + CellLabel-> + "In[904]:=",ExpressionUUID->"ee0fdf24-4595-4382-87e0-df1e23ef3f6e"], + +Cell[BoxData[ + TagBox[ + RowBox[{"FittedModel", "[", + TagBox[ + PanelBox[ + TagBox[ + RowBox[{"0.3959932629082025`", "\[VeryThinSpace]", "+", + FractionBox["4.730473521467904`", + RowBox[{"18.180837102638776`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]}], + Short[#, 2]& ], + FrameMargins->5], + Editable -> False], "]"}], + InterpretTemplate[ + FittedModel[{ + "Nonlinear", {$CellContext`aa -> 4.730473521467904, $CellContext`bb -> + 0.3959932629082025, $CellContext`cc -> + 4.263899283829154}, {{$CellContext`qq}, $CellContext`bb + \ +$CellContext`aa/($CellContext`cc^2 + $CellContext`qq^2)}}, { + 1}, CompressedData[" +1:eJxTTMoPSmViYGAQBWIQDQEf7CtMGiLUlzyxB4pxgPgMaz9FOu54Yh/O8Pf/ +//+f7U+sCW4qZH9izxYfC1T/w94hcpbIo7OP7XcUHbS87//X/v6BW5d67j+2 +X7hWghGowKHQdJnEkUOP7YM008TXtTM5uMx//jiW67H9j0dvgOYxO6yLmzzh +nelj+21qQUox/CwO8SazU/bvfmSfr80L1M7hsOD77RlZXI/s099LMoP4JXO5 +z82WfmR/TJkTKM/jEHC4083u3EN7+W1z9vz/z++QUjfzJSfDQ/vLZv/+g/gP +6hx+Mag+tPfUkgGqF3EQknro/0f/gb2kz2GgvKhDyA3prXWJ9+0XTFv/49t/ +cYcS1ozHU8/es+93lwRaIOEwZ16o2D3d+/axd/oOfe1QcBAwafkgf+mOvVGn +JNA8JYcDk7c/aui8Yx/vswVonrLDk7OHCy2u3bYHADh/l9s= + "], + Function[Null, + Internal`LocalizedBlock[{$CellContext`aa, $CellContext`bb, \ +$CellContext`cc, $CellContext`qq}, #], {HoldAll}], MaxIterations -> + DirectedInfinity[1]]& ], + Editable->False, + SelectWithContents->True, + Selectable->True]], "Output", + CellChangeTimes->{{3.7905165185459137`*^9, 3.790516551657776*^9}, { + 3.790516593984029*^9, 3.790516619953784*^9}, {3.7905166706719217`*^9, + 3.7905167216371307`*^9}, {3.790517296963595*^9, 3.790517319490363*^9}, + 3.790517441414806*^9, 3.7905177119068604`*^9, 3.790675155647561*^9, { + 3.7906751904680367`*^9, 3.790675199485177*^9}, 3.790675350974613*^9, + 3.790682654513618*^9, 3.790682780229388*^9, 3.790682836688469*^9, + 3.7906835191310377`*^9, 3.790683838603756*^9, 3.790686958214081*^9, + 3.790687992792964*^9, 3.790688711911783*^9, {3.792737625377743*^9, + 3.792737638411585*^9}, 3.7927382612755537`*^9, 3.792741381943693*^9, + 3.794718522748939*^9, 3.794720345813198*^9, 3.7947220355490847`*^9, + 3.794722067655922*^9, {3.794722218121499*^9, 3.794722236316163*^9}, { + 3.7947223030564957`*^9, 3.7947223107364597`*^9}, 3.794722760476997*^9, + 3.7947229981800413`*^9, 3.794723041726877*^9, 3.7947232000327272`*^9, + 3.794738547274967*^9, 3.7947399116220083`*^9, 3.794800614815446*^9, + 3.7960953192181177`*^9, 3.796350635320303*^9, 3.796355817385559*^9, + 3.796358253500395*^9, 3.796541322335808*^9, 3.7971414433614407`*^9, + 3.797155120167796*^9, 3.79997947841401*^9, 3.799986708449616*^9}, + CellLabel-> + "Out[904]=",ExpressionUUID->"c743c3eb-79c9-4502-8c7e-aca3fa77d136"], + +Cell[BoxData[ + RowBox[{"0.3959932629082025`", "\[VeryThinSpace]", "+", + FractionBox["4.730473521467904`", + RowBox[{"18.180837102638776`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]}]], "Output", + CellChangeTimes->{{3.7905165185459137`*^9, 3.790516551657776*^9}, { + 3.790516593984029*^9, 3.790516619953784*^9}, {3.7905166706719217`*^9, + 3.7905167216371307`*^9}, {3.790517296963595*^9, 3.790517319490363*^9}, + 3.790517441414806*^9, 3.7905177119068604`*^9, 3.790675155647561*^9, { + 3.7906751904680367`*^9, 3.790675199485177*^9}, 3.790675350974613*^9, + 3.790682654513618*^9, 3.790682780229388*^9, 3.790682836688469*^9, + 3.7906835191310377`*^9, 3.790683838603756*^9, 3.790686958214081*^9, + 3.790687992792964*^9, 3.790688711911783*^9, {3.792737625377743*^9, + 3.792737638411585*^9}, 3.7927382612755537`*^9, 3.792741381943693*^9, + 3.794718522748939*^9, 3.794720345813198*^9, 3.7947220355490847`*^9, + 3.794722067655922*^9, {3.794722218121499*^9, 3.794722236316163*^9}, { + 3.7947223030564957`*^9, 3.7947223107364597`*^9}, 3.794722760476997*^9, + 3.7947229981800413`*^9, 3.794723041726877*^9, 3.7947232000327272`*^9, + 3.794738547274967*^9, 3.7947399116220083`*^9, 3.794800614815446*^9, + 3.7960953192181177`*^9, 3.796350635320303*^9, 3.796355817385559*^9, + 3.796358253500395*^9, 3.796541322335808*^9, 3.7971414433614407`*^9, + 3.797155120167796*^9, 3.79997947841401*^9, 3.7999867084509363`*^9}, + CellLabel-> + "Out[905]=",ExpressionUUID->"4f7d4ccf-f2a0-4209-87d8-289ae1595984"], + +Cell[BoxData[ + FractionBox[ + RowBox[{"11.929962528144344`", "\[VeryThinSpace]", "-", + RowBox[{"38.19652137896581`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"1.361790833859125`", "\[VeryThinSpace]", "-", + RowBox[{"0.43783280595303714`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.07252660585856732`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.0025674533631248725`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.00004029195390345505`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"18.180837102638776`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}], "+", + RowBox[{ + SuperscriptBox["qq", "2"], " ", + RowBox[{"(", + RowBox[{"0.3959932629082025`", "\[VeryThinSpace]", "-", + RowBox[{"2.100922040241038`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"1.361790833859125`", "\[VeryThinSpace]", "-", + RowBox[{"0.43783280595303714`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.07252660585856732`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.0025674533631248725`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.00004029195390345505`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"18.180837102638776`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}]}], ")"}]}]}], + RowBox[{"18.180837102638776`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]], "Output", + CellChangeTimes->{{3.7905165185459137`*^9, 3.790516551657776*^9}, { + 3.790516593984029*^9, 3.790516619953784*^9}, {3.7905166706719217`*^9, + 3.7905167216371307`*^9}, {3.790517296963595*^9, 3.790517319490363*^9}, + 3.790517441414806*^9, 3.7905177119068604`*^9, 3.790675155647561*^9, { + 3.7906751904680367`*^9, 3.790675199485177*^9}, 3.790675350974613*^9, + 3.790682654513618*^9, 3.790682780229388*^9, 3.790682836688469*^9, + 3.7906835191310377`*^9, 3.790683838603756*^9, 3.790686958214081*^9, + 3.790687992792964*^9, 3.790688711911783*^9, {3.792737625377743*^9, + 3.792737638411585*^9}, 3.7927382612755537`*^9, 3.792741381943693*^9, + 3.794718522748939*^9, 3.794720345813198*^9, 3.7947220355490847`*^9, + 3.794722067655922*^9, {3.794722218121499*^9, 3.794722236316163*^9}, { + 3.7947223030564957`*^9, 3.7947223107364597`*^9}, 3.794722760476997*^9, + 3.7947229981800413`*^9, 3.794723041726877*^9, 3.7947232000327272`*^9, + 3.794738547274967*^9, 3.7947399116220083`*^9, 3.794800614815446*^9, + 3.7960953192181177`*^9, 3.796350635320303*^9, 3.796355817385559*^9, + 3.796358253500395*^9, 3.796541322335808*^9, 3.7971414433614407`*^9, + 3.797155120167796*^9, 3.79997947841401*^9, 3.799986708534506*^9}, + CellLabel-> + "Out[906]=",ExpressionUUID->"727761db-1a6e-4485-8a6d-1c85ba8edac3"], + +Cell[BoxData[ + FractionBox[ + RowBox[{"11.929962528144344`", "\[VeryThinSpace]", "+", + RowBox[{"38.19652137896581`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"1.361790833859125`", "\[VeryThinSpace]", "-", + RowBox[{"0.43783280595303714`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.07252660585856732`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.0025674533631248725`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.00004029195390345505`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"18.180837102638776`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}], "+", + RowBox[{ + SuperscriptBox["qq", "2"], " ", + RowBox[{"(", + RowBox[{"0.3959932629082025`", "\[VeryThinSpace]", "+", + RowBox[{"2.100922040241038`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"1.361790833859125`", "\[VeryThinSpace]", "-", + RowBox[{"0.43783280595303714`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.07252660585856732`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.0025674533631248725`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.00004029195390345505`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"18.180837102638776`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}]}], ")"}]}]}], + RowBox[{"18.180837102638776`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]], "Output", + CellChangeTimes->{{3.7905165185459137`*^9, 3.790516551657776*^9}, { + 3.790516593984029*^9, 3.790516619953784*^9}, {3.7905166706719217`*^9, + 3.7905167216371307`*^9}, {3.790517296963595*^9, 3.790517319490363*^9}, + 3.790517441414806*^9, 3.7905177119068604`*^9, 3.790675155647561*^9, { + 3.7906751904680367`*^9, 3.790675199485177*^9}, 3.790675350974613*^9, + 3.790682654513618*^9, 3.790682780229388*^9, 3.790682836688469*^9, + 3.7906835191310377`*^9, 3.790683838603756*^9, 3.790686958214081*^9, + 3.790687992792964*^9, 3.790688711911783*^9, {3.792737625377743*^9, + 3.792737638411585*^9}, 3.7927382612755537`*^9, 3.792741381943693*^9, + 3.794718522748939*^9, 3.794720345813198*^9, 3.7947220355490847`*^9, + 3.794722067655922*^9, {3.794722218121499*^9, 3.794722236316163*^9}, { + 3.7947223030564957`*^9, 3.7947223107364597`*^9}, 3.794722760476997*^9, + 3.7947229981800413`*^9, 3.794723041726877*^9, 3.7947232000327272`*^9, + 3.794738547274967*^9, 3.7947399116220083`*^9, 3.794800614815446*^9, + 3.7960953192181177`*^9, 3.796350635320303*^9, 3.796355817385559*^9, + 3.796358253500395*^9, 3.796541322335808*^9, 3.7971414433614407`*^9, + 3.797155120167796*^9, 3.79997947841401*^9, 3.799986708536903*^9}, + CellLabel-> + "Out[907]=",ExpressionUUID->"205e77c5-380b-496b-9a95-36affb441026"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{"fit215ph", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"dataq215ph", ",", + RowBox[{ + RowBox[{"aa", " ", "/", + RowBox[{"(", + RowBox[{ + RowBox[{"qq", "^", "2"}], "+", + RowBox[{"cc", "^", "2"}]}], ")"}]}], "+", "bb"}], ",", + RowBox[{"{", + RowBox[{"aa", ",", "bb", ",", "cc"}], "}"}], ",", "qq", ",", + RowBox[{"MaxIterations", "\[Rule]", "Infinity"}]}], + "]"}]}], "\[IndentingNewLine]", + RowBox[{"fit215phn", "=", + RowBox[{"Normal", "@", "fit215ph"}]}], "\[IndentingNewLine]", + RowBox[{"fit215phn1", "=", + RowBox[{ + RowBox[{"fit2215ph", "[", "\"\<MeanPredictionBands\>\"", "]"}], "[", + RowBox[{"[", "1", "]"}], "]"}]}], "\[IndentingNewLine]", + RowBox[{"fit215phn2", "=", + RowBox[{ + RowBox[{"fit2215ph", "[", "\"\<MeanPredictionBands\>\"", "]"}], "[", + RowBox[{"[", "2", "]"}], "]"}]}]}], "Input", + CellChangeTimes->{{3.794722324114378*^9, 3.794722329705182*^9}, + 3.7947224340898943`*^9, {3.794722999650587*^9, 3.794723002018659*^9}, { + 3.7947231346731253`*^9, 3.7947231360696697`*^9}, {3.79473855513072*^9, + 3.7947385799917593`*^9}}, + CellLabel-> + "In[908]:=",ExpressionUUID->"22493f5f-e0ce-4c50-a089-b005afbd28ef"], + +Cell[BoxData[ + TagBox[ + RowBox[{"FittedModel", "[", + TagBox[ + PanelBox[ + TagBox[ + RowBox[{"1.6885838516200475`", "\[VeryThinSpace]", "-", + FractionBox["8.748583873925726`", + RowBox[{"9.549251727934736`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]}], + Short[#, 2]& ], + FrameMargins->5], + Editable -> False], "]"}], + InterpretTemplate[ + FittedModel[{ + "Nonlinear", {$CellContext`aa -> -8.748583873925726, $CellContext`bb -> + 1.6885838516200475`, $CellContext`cc -> -3.090186358123849}, \ +{{$CellContext`qq}, $CellContext`bb + $CellContext`aa/($CellContext`cc^2 + \ +$CellContext`qq^2)}}, {1}, CompressedData[" +1:eJxTTMoPSmViYGAQAWIQHc7w9////5/tZ8wMtJHd/saeLT4WKPrDPkMj+OqR +/2/tdxQdtLzv/9f+wPNyvVfqH+wXrpVgBCpwKPm90dl61wf7IM008XXtTA4z +sqf0F9/7aP/j0RugecwOPtt7UoqdP9lvUwtSiuFncUiYMVG8Ru+Tfb42L1A7 +h4NFWIrM8/7P9unvJZlBfIHwd4eZJn62P6bMCZTncbBIvdx5rueLvfy2OXv+ +/+d3+MF/5rNi9Vf7y2b//oP4D/gXqRoVfrX31JIB+cbhk/qFOu4n3+wlfQ4D +5UUd9sUtsgss/W6/YNr6H9/+izuEpcWdCDnw3b7fXRJogYSDqvOFpvor3+2t +JoO8I+Pwn9PjXGLTD/vYO32HvnYoOOSHPWw86fXT3qhTEiiv5LCqa82ilVN/ +2sf7bAGar+wguiFzVcWXn/YAsxKTtQ== + "], + Function[Null, + Internal`LocalizedBlock[{$CellContext`aa, $CellContext`bb, \ +$CellContext`cc, $CellContext`qq}, #], {HoldAll}], MaxIterations -> + DirectedInfinity[1]]& ], + Editable->False, + SelectWithContents->True, + Selectable->True]], "Output", + CellChangeTimes->{3.794722330561166*^9, 3.794722431598096*^9, + 3.7947227609311123`*^9, 3.794723002622353*^9, 3.7947230426021976`*^9, + 3.7947232001153517`*^9, 3.794738580404413*^9, 3.794739912115663*^9, + 3.794800615309573*^9, 3.796095319331626*^9, 3.796350635503887*^9, + 3.796355817520483*^9, 3.7963582538895473`*^9, 3.796541322451787*^9, + 3.7971414435313663`*^9, 3.797155122315467*^9, 3.79997948312963*^9, + 3.799986708546205*^9}, + CellLabel-> + "Out[908]=",ExpressionUUID->"402a3310-c1b1-4077-89f7-b503b1ec5767"], + +Cell[BoxData[ + RowBox[{"1.6885838516200475`", "\[VeryThinSpace]", "-", + FractionBox["8.748583873925726`", + RowBox[{"9.549251727934736`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]}]], "Output", + CellChangeTimes->{3.794722330561166*^9, 3.794722431598096*^9, + 3.7947227609311123`*^9, 3.794723002622353*^9, 3.7947230426021976`*^9, + 3.7947232001153517`*^9, 3.794738580404413*^9, 3.794739912115663*^9, + 3.794800615309573*^9, 3.796095319331626*^9, 3.796350635503887*^9, + 3.796355817520483*^9, 3.7963582538895473`*^9, 3.796541322451787*^9, + 3.7971414435313663`*^9, 3.797155122315467*^9, 3.79997948312963*^9, + 3.79998670854773*^9}, + CellLabel-> + "Out[909]=",ExpressionUUID->"be011a8d-956f-4813-9c2e-dd986c62630b"], + +Cell[BoxData[ + FractionBox[ + RowBox[{"11.929962528144344`", "\[VeryThinSpace]", "-", + RowBox[{"38.19652137896581`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"1.361790833859125`", "\[VeryThinSpace]", "-", + RowBox[{"0.43783280595303714`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.07252660585856732`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.0025674533631248725`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.00004029195390345505`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"18.180837102638776`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}], "+", + RowBox[{ + SuperscriptBox["qq", "2"], " ", + RowBox[{"(", + RowBox[{"0.3959932629082025`", "\[VeryThinSpace]", "-", + RowBox[{"2.100922040241038`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"1.361790833859125`", "\[VeryThinSpace]", "-", + RowBox[{"0.43783280595303714`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.07252660585856732`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.0025674533631248725`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.00004029195390345505`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"18.180837102638776`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}]}], ")"}]}]}], + RowBox[{"18.180837102638776`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]], "Output", + CellChangeTimes->{3.794722330561166*^9, 3.794722431598096*^9, + 3.7947227609311123`*^9, 3.794723002622353*^9, 3.7947230426021976`*^9, + 3.7947232001153517`*^9, 3.794738580404413*^9, 3.794739912115663*^9, + 3.794800615309573*^9, 3.796095319331626*^9, 3.796350635503887*^9, + 3.796355817520483*^9, 3.7963582538895473`*^9, 3.796541322451787*^9, + 3.7971414435313663`*^9, 3.797155122315467*^9, 3.79997948312963*^9, + 3.799986708630897*^9}, + CellLabel-> + "Out[910]=",ExpressionUUID->"d018fd22-ce58-436c-ad82-33d64b4f4e60"], + +Cell[BoxData[ + FractionBox[ + RowBox[{"11.929962528144344`", "\[VeryThinSpace]", "+", + RowBox[{"38.19652137896581`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"1.361790833859125`", "\[VeryThinSpace]", "-", + RowBox[{"0.43783280595303714`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.07252660585856732`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.0025674533631248725`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.00004029195390345505`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"18.180837102638776`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}], "+", + RowBox[{ + SuperscriptBox["qq", "2"], " ", + RowBox[{"(", + RowBox[{"0.3959932629082025`", "\[VeryThinSpace]", "+", + RowBox[{"2.100922040241038`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"1.361790833859125`", "\[VeryThinSpace]", "-", + RowBox[{"0.43783280595303714`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.07252660585856732`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.0025674533631248725`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.00004029195390345505`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"18.180837102638776`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}]}], ")"}]}]}], + RowBox[{"18.180837102638776`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]], "Output", + CellChangeTimes->{3.794722330561166*^9, 3.794722431598096*^9, + 3.7947227609311123`*^9, 3.794723002622353*^9, 3.7947230426021976`*^9, + 3.7947232001153517`*^9, 3.794738580404413*^9, 3.794739912115663*^9, + 3.794800615309573*^9, 3.796095319331626*^9, 3.796350635503887*^9, + 3.796355817520483*^9, 3.7963582538895473`*^9, 3.796541322451787*^9, + 3.7971414435313663`*^9, 3.797155122315467*^9, 3.79997948312963*^9, + 3.799986708633378*^9}, + CellLabel-> + "Out[911]=",ExpressionUUID->"4ac399bd-d7ef-4979-88f1-df11de523c31"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{"fit335ph", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"dataq335ph", ",", + RowBox[{ + RowBox[{"aa", " ", "/", + RowBox[{"(", + RowBox[{ + RowBox[{"qq", "^", "2"}], "+", + RowBox[{"cc", "^", "2"}]}], ")"}]}], "+", "bb"}], ",", + RowBox[{"{", + RowBox[{"aa", ",", "bb", ",", "cc"}], "}"}], ",", "qq", ",", + RowBox[{"MaxIterations", "\[Rule]", "Infinity"}]}], + "]"}]}], "\[IndentingNewLine]", + RowBox[{"fit335phn", "=", + RowBox[{"Normal", "@", "fit335ph"}]}], "\[IndentingNewLine]", + RowBox[{"fit335phn1", "=", + RowBox[{ + RowBox[{"fit335ph", "[", "\"\<MeanPredictionBands\>\"", "]"}], "[", + RowBox[{"[", "1", "]"}], "]"}]}], "\[IndentingNewLine]", + RowBox[{"fit335phn2", "=", + RowBox[{ + RowBox[{"fit335ph", "[", "\"\<MeanPredictionBands\>\"", "]"}], "[", + RowBox[{"[", "2", "]"}], "]"}]}]}], "Input", + CellChangeTimes->{{3.794722324114378*^9, 3.79472234201996*^9}, + 3.7947224482673283`*^9, {3.794723005151986*^9, 3.794723007652965*^9}, { + 3.7947231384096527`*^9, 3.7947231399037247`*^9}, {3.794738586409202*^9, + 3.7947386055233393`*^9}}, + CellLabel-> + "In[912]:=",ExpressionUUID->"c4bb31a2-47e6-41c0-af43-8826fa0cf6ba"], + +Cell[BoxData[ + TagBox[ + RowBox[{"FittedModel", "[", + TagBox[ + PanelBox[ + TagBox[ + RowBox[{"2.5760961658102373`", "\[VeryThinSpace]", "+", + FractionBox["8.395676170713541`", + RowBox[{"9.030439653390554`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]}], + Short[#, 2]& ], + FrameMargins->5], + Editable -> False], "]"}], + InterpretTemplate[ + FittedModel[{ + "Nonlinear", {$CellContext`aa -> 8.395676170713541, $CellContext`bb -> + 2.5760961658102373`, $CellContext`cc -> + 3.005068993116556}, {{$CellContext`qq}, $CellContext`bb + \ +$CellContext`aa/($CellContext`cc^2 + $CellContext`qq^2)}}, { + 1}, CompressedData[" +1:eJxTTMoPSmViYGAQAWIQHc7w9////5/tFae6nnz1ncuBLT4WKPrD3uWJcdCB +JVwOO4oOWt73/2t/MPHX6gOsXA4L10owAhU43Pbg+Op2kNMhSDNNfF07k0OM +7maWoExOhx+P3gDNY3b4w/e1muUAh8M2tSClGH4Wh3m3VFYu/cLhkK/NC9TO +4VC396mslzWHQ/p7SWYQ/6+BgqdoNofDMWVOoDyPg9kxERHfJnYH+W1z9vz/ +z+/g/7xqX38Ku8Nls3//QXyGiXm7J4ezO3hqyYB849BW9S4pYhObg6TPYaC8 +qINatmrtz2Y2hwXT1v/49l/coUlR5Mx2VTaHfndJoAUSDoe2X9zyW4/NwWoy +yDsyDmrd6w34zrE6xN7pO/S1Q8FB5cEvGa5cVgejTkmgvJKD1TmOidoerA7x +PluA5is7yLGya2UKsDoAALn/fEQ= + "], + Function[Null, + Internal`LocalizedBlock[{$CellContext`aa, $CellContext`bb, \ +$CellContext`cc, $CellContext`qq}, #], {HoldAll}], MaxIterations -> + DirectedInfinity[1]]& ], + Editable->False, + SelectWithContents->True, + Selectable->True]], "Output", + CellChangeTimes->{ + 3.794722330561166*^9, 3.794722451514659*^9, 3.794722761467866*^9, { + 3.794723008173894*^9, 3.794723044006629*^9}, 3.794723200187169*^9, + 3.794738606351343*^9, 3.794739912265087*^9, 3.794800616033557*^9, + 3.7960953194495573`*^9, 3.796350635791192*^9, 3.7963558176834583`*^9, + 3.796358254701621*^9, 3.796541322566996*^9, 3.7971414436271276`*^9, + 3.797155123169726*^9, 3.799979485104018*^9, 3.799986708641906*^9}, + CellLabel-> + "Out[912]=",ExpressionUUID->"e3563d90-dfbc-414b-a66b-dab5e74ebfb2"], + +Cell[BoxData[ + RowBox[{"2.5760961658102373`", "\[VeryThinSpace]", "+", + FractionBox["8.395676170713541`", + RowBox[{"9.030439653390554`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]}]], "Output", + CellChangeTimes->{ + 3.794722330561166*^9, 3.794722451514659*^9, 3.794722761467866*^9, { + 3.794723008173894*^9, 3.794723044006629*^9}, 3.794723200187169*^9, + 3.794738606351343*^9, 3.794739912265087*^9, 3.794800616033557*^9, + 3.7960953194495573`*^9, 3.796350635791192*^9, 3.7963558176834583`*^9, + 3.796358254701621*^9, 3.796541322566996*^9, 3.7971414436271276`*^9, + 3.797155123169726*^9, 3.799979485104018*^9, 3.799986708643344*^9}, + CellLabel-> + "Out[913]=",ExpressionUUID->"37cdf368-aa9c-4238-aecf-f64a6b748add"], + +Cell[BoxData[ + FractionBox[ + RowBox[{"31.658957137393678`", "\[VeryThinSpace]", "-", + RowBox[{"19.05256225540709`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"2.859617599368289`", "\[VeryThinSpace]", "-", + RowBox[{"1.158340320846479`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.19517423841493944`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.008199535758085033`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.00015858232775935014`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"9.030439653390554`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}], "+", + RowBox[{ + SuperscriptBox["qq", "2"], " ", + RowBox[{"(", + RowBox[{"2.5760961658102373`", "\[VeryThinSpace]", "-", + RowBox[{"2.109815577833317`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"2.859617599368289`", "\[VeryThinSpace]", "-", + RowBox[{"1.158340320846479`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.19517423841493944`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.008199535758085033`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.00015858232775935014`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"9.030439653390554`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}]}], ")"}]}]}], + RowBox[{"9.030439653390554`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]], "Output", + CellChangeTimes->{ + 3.794722330561166*^9, 3.794722451514659*^9, 3.794722761467866*^9, { + 3.794723008173894*^9, 3.794723044006629*^9}, 3.794723200187169*^9, + 3.794738606351343*^9, 3.794739912265087*^9, 3.794800616033557*^9, + 3.7960953194495573`*^9, 3.796350635791192*^9, 3.7963558176834583`*^9, + 3.796358254701621*^9, 3.796541322566996*^9, 3.7971414436271276`*^9, + 3.797155123169726*^9, 3.799979485104018*^9, 3.7999867087229853`*^9}, + CellLabel-> + "Out[914]=",ExpressionUUID->"00c0feee-e7c3-43f0-8215-94442b2425f1"], + +Cell[BoxData[ + FractionBox[ + RowBox[{"31.658957137393678`", "\[VeryThinSpace]", "+", + RowBox[{"19.05256225540709`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"2.859617599368289`", "\[VeryThinSpace]", "-", + RowBox[{"1.158340320846479`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.19517423841493944`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.008199535758085033`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.00015858232775935014`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"9.030439653390554`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}], "+", + RowBox[{ + SuperscriptBox["qq", "2"], " ", + RowBox[{"(", + RowBox[{"2.5760961658102373`", "\[VeryThinSpace]", "+", + RowBox[{"2.109815577833317`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"2.859617599368289`", "\[VeryThinSpace]", "-", + RowBox[{"1.158340320846479`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.19517423841493944`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.008199535758085033`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.00015858232775935014`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"9.030439653390554`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}]}], ")"}]}]}], + RowBox[{"9.030439653390554`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]], "Output", + CellChangeTimes->{ + 3.794722330561166*^9, 3.794722451514659*^9, 3.794722761467866*^9, { + 3.794723008173894*^9, 3.794723044006629*^9}, 3.794723200187169*^9, + 3.794738606351343*^9, 3.794739912265087*^9, 3.794800616033557*^9, + 3.7960953194495573`*^9, 3.796350635791192*^9, 3.7963558176834583`*^9, + 3.796358254701621*^9, 3.796541322566996*^9, 3.7971414436271276`*^9, + 3.797155123169726*^9, 3.799979485104018*^9, 3.7999867087252398`*^9}, + CellLabel-> + "Out[915]=",ExpressionUUID->"160a5171-61bd-4ad8-a573-902846c64a5e"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"Plot", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"fit2215phn", ",", "fit215phn", ",", "fit335phn"}], "}"}], ",", + RowBox[{"{", + RowBox[{"qq", ",", "1", ",", "12"}], "}"}], ",", + RowBox[{"Epilog", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"Point", "[", "dataq2215ph", "]"}], "}"}], ",", + RowBox[{"{", + RowBox[{"Point", "[", "dataq215ph", "]"}], "}"}], ",", + RowBox[{"{", + RowBox[{"Point", "[", "dataq335ph", "]"}], "}"}]}], "}"}]}], ",", + RowBox[{"Frame", "\[Rule]", "True"}]}], "]"}]], "Input", + CellChangeTimes->{ + 3.7905167273661346`*^9, {3.7906752011432133`*^9, 3.7906752014899263`*^9}, { + 3.790675289305591*^9, 3.7906753077830067`*^9}, {3.790675361268032*^9, + 3.790675378699053*^9}, {3.790675413665827*^9, 3.7906754531557713`*^9}, { + 3.7947224706219387`*^9, 3.7947225027020082`*^9}, {3.7947230112568483`*^9, + 3.794723014766715*^9}, {3.794723048295319*^9, 3.794723053793068*^9}, { + 3.794723142461474*^9, 3.7947231467394743`*^9}, {3.79472346862388*^9, + 3.7947234807015667`*^9}, {3.794800624753401*^9, 3.794800627779599*^9}}, + CellLabel-> + "In[916]:=",ExpressionUUID->"46b8a754-c003-43f7-bc93-87485cb658e6"], + +Cell[BoxData[ + GraphicsBox[{{{}, {}, + TagBox[ + {RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6], Opacity[ + 1.], LineBox[CompressedData[" +1:eJwVy3tcy3scx/EJseh0R021VvPt5jAdZaTPx5xKCB3VcUTRqZXQaUlFphMJ +6ULoLF0cGqJD64SSSksnOrrxcI7029aqpR7EWelUKjo7f7wfr8fzj7dV8E/f +hWrRaDRvzf7vmhc8VxpNDT5v6819z6rgK8P8xue6ahAVpX7Iz1RBh8+ofyFD +Dby7bmv7MlQQ87xY4OGiBkb11UPx6SooajO+kRaphortFayLqZp/6xsDU7ka +zO7yb5Ynq0D2LLWPUzkIzIGGosJ4FcT+8SLrx5iPAPubq2yDVHA/NqjK3mkU +7B6l1B1nqeC3kqaT4b+PQx1FC+SreqDxlbVkHvMLpLjXDd4o7IExxUM/4wEa +Ol8w8RNu74E+E3/xtiItdCzauPmycQ/IiiNlLadn4Ohex63+T7shlDvJEwZr +462lq2soYTc81Tk8zmfMxjv5u/QTuN3AWRWbe+wTHRunRxqSwS44WBKc/rp8 +Ds5l3PVsKOkCb0b97fD9usiIzDn1WdAF9m8Ky+3W6eHKVcvOPuZ0QdQ4l34+ +SR9FwsD2nDElbOLsdrglMMCR0o+1FdVKGOmpC9m50xC/FJ87PuekEtIq8jy+ +5hohPZYStfgrQVy13FxEjFHodKA3gq2EW90eeZbaJtgR0LFn+GMnOK2Yr4+j +JhhqdoYemNsJKXRW7mTPPBwK7JfXeHVCw6S45e/a+Rj/p1qPpdUJpy37Rrwk +C1BlEp1l+0AB3JArTzoyTbHq5RYL20MKKLPJLpm11wxt2FtbdN0UIDFen9a8 +jYFbQsMuPJ6mgEuLYg1KnRdiU9OyCkWTHGaF7z6zmJij2Zv3vp+y5eDGPrnQ +w8gCDwTNrPEOlUPwDLb/kX8sMGqNu+dtrhzoRseSNygs8clYx1lzXTm0Xile +nBfIxHccvvaHXhlMxZWJlc+YKC6em/6rVAbqXrNsAc8KLVqlLYI8GbSH1AQY +lFqhnYrTJkmQQVKCNPezLQvjDiZJyHYZWBXSJGMiFmY0fzM3y1UG12fLW6Xa +1rjBJVHPxEoGAzNNI14JrZHtIErrmCEDO+Nz7RMD1rilwcel7x0FpDJcui/U +BtvuneB7vaBAp0B+r5iywZjRxckJlRSosjKOfvJiY8rr6RT/GgWJlpel56Vs +vLekNaI0kwKD6nftrpxFSGUt40UdoeCU6K+JsoJF+J7T4RwTQYF0jmVOnAnB +4oNha7u+p0CdKdZZn0ywJlqwY5cnBZ6ygO4VKQQvPjq8Z4HGBbZGleQUQV9p +4ok2Dwo2SpP2zEwjeHje/reo8c2hwKe15wkul/DDWO4UBPuZprgUEgzo5dv3 +8yh4aZYxjV1HkFkf8uCoGwUOYe6vjeoJjjj7FqzQ+FjZpESrgeBD3uNzQ6sp +WLpx7y5lI0HeoL6Yr3G6cN2j3OcE9ZJosZtdKfBQagkNuwjWDXc/s15JQb5j +pe+0HoL2m7R/UXApGI4XOKpVBD3G9kXlaHzVQEk19xOc7vevt57GU7zqlafV +BH/WTS2bcKHAPzPGMH6IYLQ0SH1f4zuUw1v+MMEr+gGrojXeEXMp59sxgtcf +lk30O1NQVusjcBon+KScLhBrrKNL92JNEqzOjB0O0nj3D7VMgy8Ek7JHTjA0 +rrgWNzY1RXAJM4X9ajkF/wGC30fm + "]]}, + Annotation[#, "Charting`Private`Tag$454730#1"]& ], + TagBox[ + {RGBColor[0.880722, 0.611041, 0.142051], AbsoluteThickness[1.6], Opacity[ + 1.], LineBox[CompressedData[" +1:eJwVzmlQUwcUBeCQQSAoaBaWEJSwJE9AWhmmKovca0A0bq1lGRkUmyiKO1ga +0RYUVBZFoNJaFsUiCCilQFOVwY1QtMQNURBFtCgItkQJEJO8R2r6+uPMme/H +mTnu8j1fJjAZDMZqOv/3kkeSEAZDC9HsdNGnB0fBnnNG3WWnhanBEGXO4VHo +W2uIqRRoob406eRQ9iikdNUlRyzUwpEZYYGVhaNQ+5BXk7dbC8s4mu7gc/S+ +c5jNf6EFx8LImt5bo9B/99iIf8s4FEWz+6rsNaC49ejkppRJuOw71Dx2XgOX +FRuv+QQYoGDn9vVmi/fwS8O97MTfKLDXTCneRY+Butez0VH4EUz5j8VdkVow +vrwazdMwkBFZ3uHDGocRh5iqdbVM5G+MlpyvH4f+ut39D3ItMTav4ZBk3QQk +BJokaXIrnNu9KVKhn4AO2wPUFoEN9rmG+Y0fmgT/YEVZJsnCwY4kZv8MHXzT +ID/x7Mp0xAPtwcNHdbBa0F6fuMsOBaqBjJ5JHfgMV17xXj4Tc9RM9R3ZB0ii +AllFGbMwxUnyUtz6Adb4y3wvJrPRKu6LB5w5etAPtm3esIGDwU3hTYq9eshr +Ph3xSSAXVwfpZ7a16KHq2meziwkeym62b7jFNMDF1xGn3awc8EDX8b/T0QAB +i5xmocEB8zqDzo6lGSCL5VFmGnRE2U+LOvGSAW6bqh48aXXCy+1Pjt0bMkCu +24he2uiMGOryVyTPCIGbK/7sK+BjfNnRlPDFRlB6nWqw3uGC8gucolS5ERp5 +K/LurxNgVspDi95sI5SKFeymBa444XZQKa41gnWi7LgfMRtLlp+zq+gwQqgo +2zWCOwcvyR1O+Q4bQW4pivlubA7mhCyMf2g2AoubeWTlSzfcVS31bOaT0FlR +53c6XohDI7K4sPkkmPcpqwbuClGoL/bRhZOgfeNyKlnijlHt4kRdLAlPN9+I +Yze5Y27zEvXKnSRkfKsq+3euB/odlmzTpJPgXsloNBZ7YOOeVjKogIRqmxed +KitP3JPxQRdRToJmGn97b5onnlFMCn6uJ8Gb9/3TKY0n2iz+qHa5SgLRkqja +meCFa7bPdOnvIMG2/MWluudeKJzRRxb2kDB0Mj+dlIpwr81IWNsACQfdzqqK +VCJs8l7wNlBDAvv66NMQfzFSN5IsY/Uk5BT3TCnLxWhtrM5vM5Ogmu5Wss+B +QINXalQSiwJtQZXtiiMEhu7IvsvgULCsP+71oiwCX299by+mXT6X20LkEPgo +ZFy6kvYqVca2aXkEJki6q3+kfWEivqO1iMDpn0eZvLkUyKP5WQsrCazwiXde +y6Og2yXfQtRGYNGF/aISRwp8ty59xm0n0Hq/new67UylqZF5m8Bd3GM/vKI9 +f9WOrwbUBF6zXzbo7UTBibTlN8u6CPyjmS1soR0xwEzjvCJwr3bS+ZkzBWfm +tURZDBJ4v3Jet4m2LjV5nnaIQIj9OlvIp+Ace+D5/bcEnp0KeLKVtllyPShX +S6Bc2sbT044pSOGkThAoDa0r5LtQ8Otz33+26AhUZv5uuZj2+pTSknAjgUfZ +/j2HaStb1yYHUATWvKn1r6Fta8eSepjof64rsu7QlsW2CtkfCbxCOj5+R7v5 +/D6j2Uxg6Q22M1tAwX8ISkqB + "]]}, + Annotation[#, "Charting`Private`Tag$454730#2"]& ], + TagBox[ + {RGBColor[0.560181, 0.691569, 0.194885], AbsoluteThickness[1.6], Opacity[ + 1.], LineBox[CompressedData[" +1:eJwVz3k41HkABvChvnOuY5hRQ+7jq5smV3ma1zyRe2M36QkhZ7VtyjqKSvU0 +tOTZrFZIB51qU9NhVTJtBylhNxFqVoUtabaEZNnf/vE+7/P54/3jtYz+PjhW +m8ViBTD5vz1a5e4slkY2GHlaqRcogK7B4YYWHY2s9E2etN9fgGdBIyHlJhrZ +dNcJ4zo/AZJbKpO8XDSyjLQH1ht9BDjdLDqVu1Eja4oyW/j7Umb/uFco6dbI +Ggt7OcGLBehq3NfnWPOPTF7c7cq1FyDlbuuBtckfZWGJWx2msgS4mrLmxizp +iKzDrd4osIKPcxceKhIujckuNx6ulPrx0fDUusrIYkJmkdLnYvWRh9Hn11eI +Blj4po+eEhTy0CcOqQg9rY3OiBIPCh66Kjd2NeVMRcbav61z+rmIdRuXZ0az +UW/t/EfVL1zU87eOxZlwoWhac9E9iAvHxSkluz7z4OefXhvK5+KHC9F5HdcE +CLdN0JM/4iDA5M75hO900G667uFwIQezesuvzfTWQyTrVF5bBAebxtx4BVn6 +CNLXvX9uPgeBjlGzzyYJUas4ur6LxcHwy9sx4eEGCOU+y+1vYyO3utRrnpsh +9qW/leko2ai44WRaREUQ71CIE/PZONvjVWrOFmP53W0P325iQ+o6TR8jYgxM +2aw4GszGXp5VyfhLI8SVLZfEubBxb7yiqa1uGtJzfT9wLNjIMe8b9qmaDjV9 +sOwylw23mGP3n+VL4K9xMCsfIlDaHLzAWW8M5wj9GRt6CKpEvrmPQk0g3SPJ +tG0mKLZLEV50noGriy4tCKsj4CRE/TiXmkJ5d2d/VhXBElvFDC9DMwR+Cngn +OU4QPdU2JOO9GXrV/tNKCgl4hrv2+D03h4dggD+RTfD4WOXc0ggLLI9KHifb +CSZTlRXqRgvMP2sUPbyFQPPa+GCS3BJtzrtrVYkE7TG1q4UXLSE/Ue3dEUmQ +tU1V8q+9FQKpyY6mlQSW5ayq0SIrvJ/ZYPL6a4KT3O7HKrY1ZL4c8SFvggEi +Wfc00xpfVDHp9h4EM0U/tX8ZsMYnTsjOo4sIaE2CakOsDfpaB8eGpQT8su4r +lZ02uL1ALWqeS/DqwP7tn31scesIOyjWnmCH+RFVgcoW7hzZaLsVgfDm23Z3 +Rzv0D7648tGUILvoyRdlmR3MA1KK4yQEKoH5oVQxxe6OrifVIuZffgXfdw+F +WXbG0kJ9gmVdq3tc91IczHgt3824zN6whmZTvNoc5ZnE2F+VlUhyKVYV5YUE +MD7zIaK+roBiyLPwDGEcvUKy16WcoiVvpTBVj+BP4/1atrcpwiSJL8J0CWbH +e3YY3qHQndcX7sd4l3K8SvsexfPzwWo3xg7+6yPVDRQ9K99pjBjnZXrfKmmh +uOQn9GjRIfBSa2ca/EUh/k1U6sX48Jyab7VeUuSdVIc6MR5KS5qjeUUR2aqQ +2DA+LlR3PuqnmIxfe1KL8aT85qIcDUWuk8Pgja8IQvKTDdI+UOTfvNpQyfjX +ztlv4oYopvysd6aYcVhy8aGloxSt16Vb0hgr64KSpGMUg0/Gw+MZ83V4Plbj +FFrNBf4hjKNW1VkIJyji80eWeDKuPpE6OjnJ/Pts57SQ8X88Vvj3 + "]]}, + Annotation[#, "Charting`Private`Tag$454730#3"]& ]}, {}}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->{True, True}, + AxesLabel->{None, None}, + AxesOrigin->{1., 0}, + DisplayFunction->Identity, + Epilog->{{ + PointBox[CompressedData[" +1:eJxTTMoPSmViYGAQBWIQDQEf7CtMGiLUlzyxB4pxgPgMaz9FOu54Yh/O8Pf/ +//+f7U+sCW4qZH9izxYfC1T/w94hcpbIo7OP7XcUHbS87//X/v6BW5d67j+2 +X7hWghGowKHQdJnEkUOP7YM008TXtTM5uMx//jiW67H9j0dvgOYxO6yLmzzh +nelj+21qQUox/CwO8SazU/bvfmSfr80L1M7hsOD77RlZXI/s099LMoP4JXO5 +z82WfmR/TJkTKM/jEHC4083u3EN7+W1z9vz/z++QUjfzJSfDQ/vLZv/+g/gP +6hx+Mag+tPfUkgGqF3EQknro/0f/gb2kz2GgvKhDyA3prXWJ9+0XTFv/49t/ +cYcS1ozHU8/es+93lwRaIOEwZ16o2D3d+/axd/oOfe1QcBAwafkgf+mOvVGn +JNA8JYcDk7c/aui8Yx/vswVonrLDk7OHCy2u3bYHADh/l9s= + "]]}, { + PointBox[CompressedData[" +1:eJxTTMoPSmViYGAQAWIQHc7w9////5/tZ8wMtJHd/saeLT4WKPrDPkMj+OqR +/2/tdxQdtLzv/9f+wPNyvVfqH+wXrpVgBCpwKPm90dl61wf7IM008XXtTA4z +sqf0F9/7aP/j0RugecwOPtt7UoqdP9lvUwtSiuFncUiYMVG8Ru+Tfb42L1A7 +h4NFWIrM8/7P9unvJZlBfIHwd4eZJn62P6bMCZTncbBIvdx5rueLvfy2OXv+ +/+d3+MF/5rNi9Vf7y2b//oP4D/gXqRoVfrX31JIB+cbhk/qFOu4n3+wlfQ4D +5UUd9sUtsgss/W6/YNr6H9/+izuEpcWdCDnw3b7fXRJogYSDqvOFpvor3+2t +JoO8I+Pwn9PjXGLTD/vYO32HvnYoOOSHPWw86fXT3qhTEiiv5LCqa82ilVN/ +2sf7bAGar+wguiFzVcWXn/YAsxKTtQ== + "]]}, { + PointBox[CompressedData[" +1:eJxTTMoPSmViYGAQAWIQHc7w9////5/tFae6nnz1ncuBLT4WKPrD3uWJcdCB +JVwOO4oOWt73/2t/MPHX6gOsXA4L10owAhU43Pbg+Op2kNMhSDNNfF07k0OM +7maWoExOhx+P3gDNY3b4w/e1muUAh8M2tSClGH4Wh3m3VFYu/cLhkK/NC9TO +4VC396mslzWHQ/p7SWYQ/6+BgqdoNofDMWVOoDyPg9kxERHfJnYH+W1z9vz/ +z+/g/7xqX38Ku8Nls3//QXyGiXm7J4ezO3hqyYB849BW9S4pYhObg6TPYaC8 +qINatmrtz2Y2hwXT1v/49l/coUlR5Mx2VTaHfndJoAUSDoe2X9zyW4/NwWoy +yDsyDmrd6w34zrE6xN7pO/S1Q8FB5cEvGa5cVgejTkmgvJKD1TmOidoerA7x +PluA5is7yLGya2UKsDoAALn/fEQ= + "]]}}, + Frame->{{True, True}, {True, True}}, + FrameLabel->{{None, None}, {None, None}}, + FrameTicks->FrontEndValueCache[{{Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}, {Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}}, {{Automatic, {{0., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {1., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {2., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {3., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {-1., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.8, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.6, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.4, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.2, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.2, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.4, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.6, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.8, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.2, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.4, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.6, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.8, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.2, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.4, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.6, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.8, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.2, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.4, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.6, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.8, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {4., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}}}, {Automatic, {{2., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {4., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {6., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {8., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {10., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {12., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {0., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {4.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {5., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {5.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {6.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {8.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {9., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {9.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {10.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {11., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {11.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {12.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {13., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {13.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {14., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}}}}], + GridLines->{None, None}, + GridLinesStyle->Directive[ + GrayLevel[0.5, 0.4]], + ImagePadding->All, + Method->{ + "DefaultBoundaryStyle" -> Automatic, + "DefaultGraphicsInteraction" -> { + "Version" -> 1.2, "TrackMousePosition" -> {True, False}, + "Effects" -> { + "Highlight" -> {"ratio" -> 2}, "HighlightPoint" -> {"ratio" -> 2}, + "Droplines" -> { + "freeformCursorMode" -> True, + "placement" -> {"x" -> "All", "y" -> "None"}}}}, "DefaultMeshStyle" -> + AbsolutePointSize[6], "ScalingFunctions" -> None, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}}, + PlotRange->{{1, 12}, {0., 3.413115886283882}}, + PlotRangeClipping->True, + PlotRangePadding->{{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.05], + Scaled[0.05]}}, + Ticks->{Automatic, Automatic}]], "Output", + CellChangeTimes->{ + 3.790516727820496*^9, {3.79051729717238*^9, 3.7905173209186363`*^9}, + 3.790517442629511*^9, 3.790517712934001*^9, 3.790675156310947*^9, { + 3.790675191135728*^9, 3.790675201754025*^9}, {3.7906752914403343`*^9, + 3.790675381379657*^9}, {3.79067541431059*^9, 3.790675422279451*^9}, + 3.7906754536987667`*^9, 3.790682656250534*^9, 3.790687060236467*^9, + 3.790687993639791*^9, 3.790688713178996*^9, 3.794718523585072*^9, + 3.794720359080772*^9, {3.794722483826476*^9, 3.7947225032363787`*^9}, + 3.794722762034974*^9, {3.794723015341692*^9, 3.794723054206992*^9}, + 3.794723200281941*^9, {3.794723475829033*^9, 3.794723498260783*^9}, + 3.794739912767969*^9, {3.794800616854144*^9, 3.794800628340025*^9}, + 3.796095319697379*^9, 3.796350636336988*^9, 3.7963558178239183`*^9, + 3.7963582555443563`*^9, 3.796541322724827*^9, 3.7971414437739973`*^9, + 3.797155124030079*^9, 3.799979486885189*^9, 3.7999867088168364`*^9}, + CellLabel-> + "Out[916]=",ExpressionUUID->"366a3c8c-17fd-43b6-b965-4f631d8ebd74"] +}, Open ]] +}, Closed]], + +Cell[CellGroupData[{ + +Cell["n=1 at t=10M not aligning", "Subsubsection", + CellChangeTimes->{{3.783335011255373*^9, 3.783335014252658*^9}, { + 3.783338590710135*^9, 3.783338612983432*^9}, {3.784027245178487*^9, + 3.784027248044612*^9}, {3.7840327304466267`*^9, 3.7840327307831993`*^9}, { + 3.785577223556033*^9, 3.7855772245267897`*^9}, {3.78764085416961*^9, + 3.787640877275304*^9}, 3.790512937796105*^9, {3.790513017996871*^9, + 3.790513018226877*^9}, {3.790514135990529*^9, 3.7905141460485363`*^9}, + 3.7905156114160748`*^9, 3.790517780444337*^9, {3.7906742632015457`*^9, + 3.7906742636625977`*^9}, 3.790675975769409*^9, {3.790687761043107*^9, + 3.7906877672338953`*^9}, {3.79472277106769*^9, 3.794722771835322*^9}, { + 3.794723063677249*^9, 3.794723063814375*^9}, {3.79472453249819*^9, + 3.794724533175212*^9}},ExpressionUUID->"1e3ff86b-25a6-46ad-9d6c-\ +e21102a6450d"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"tfit", "=", "10"}], ";"}]], "Input", + CellChangeTimes->{{3.784022244880886*^9, 3.784022249530658*^9}, { + 3.784031725351697*^9, 3.784031725484119*^9}, {3.784032755803207*^9, + 3.784032755920979*^9}, 3.784531877201477*^9, {3.784532306522603*^9, + 3.784532306860847*^9}, {3.785664084671473*^9, 3.7856640848228483`*^9}, { + 3.785664307914174*^9, 3.7856643081484613`*^9}, {3.787640865530705*^9, + 3.7876408657534857`*^9}, 3.790512941931713*^9, {3.7905136209637327`*^9, + 3.790513621208645*^9}, 3.790515615986506*^9, 3.790517464701054*^9, + 3.790675996022853*^9, {3.790687772497324*^9, 3.790687772728518*^9}, { + 3.794722775109435*^9, 3.794722777856599*^9}, {3.794723067062853*^9, + 3.7947230672866173`*^9}, {3.794724536780888*^9, 3.7947245370687523`*^9}, { + 3.796362382914023*^9, 3.796362383372661*^9}, {3.796364050382908*^9, + 3.7963640505851803`*^9}}, + CellLabel-> + "In[739]:=",ExpressionUUID->"5bc7b50a-8972-4d49-812b-fca863b92d0d"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"(*", " ", + RowBox[{ + RowBox[{"Here", " ", "start", " ", "the", " ", "\[Alpha]0"}], ",", + RowBox[{"\[Alpha]1", " ", "contours"}]}], "*)"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"ansall", "=", + RowBox[{"Table", "[", "\[IndentingNewLine]", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"mysxscase22modeRD", "[", "index", "]"}], "=", "\n", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"t0", "[", "index", "]"}], "=", + RowBox[{"tmax", "[", + RowBox[{"[", + RowBox[{"i", ",", "index"}], "]"}], "]"}]}], ";", + RowBox[{ + RowBox[{"Select", "[", + RowBox[{ + RowBox[{"sxsrhs", "[", + RowBox[{"[", + RowBox[{"index", ",", "i"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", " ", + RowBox[{"tmax", "[", + RowBox[{"[", + RowBox[{"i", ",", "index"}], "]"}], "]"}]}], "&"}]}], "]"}], + "/.", + RowBox[{ + RowBox[{"{", + RowBox[{"tt_", ",", "yy_"}], "}"}], "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"tt", "-", + RowBox[{"tmax", "[", + RowBox[{"[", + RowBox[{"i", ",", "index"}], "]"}], "]"}]}], ",", "yy"}], + "}"}]}]}]}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Length", "@", "modes"}]}], "}"}]}], "]"}]}], ";", "\n", + RowBox[{"ans", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"If", "[", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"modes", "[", + RowBox[{"[", + RowBox[{"i", ",", "1"}], "]"}], "]"}], "\[Equal]", "3"}], "&&", + RowBox[{ + RowBox[{"modes", "[", + RowBox[{"[", + RowBox[{"i", ",", "2"}], "]"}], "]"}], "\[Equal]", "2"}]}], + ",", + RowBox[{"mix", "=", "True"}], ",", + RowBox[{"mix", "=", "False"}]}], "]"}], ";", "\n", "\n", + RowBox[{"OvertoneModelV2", "[", + RowBox[{"1", ",", + RowBox[{"{", + RowBox[{ + RowBox[{"\[Eta]", "[", + RowBox[{"[", "index", "]"}], "]"}], ",", + RowBox[{"\[Chi]1", "[", + RowBox[{"[", "index", "]"}], "]"}], ",", + RowBox[{"\[Chi]2", "[", + RowBox[{"[", "index", "]"}], "]"}]}], "}"}], ",", "tfit", ",", + RowBox[{"\"\<Fit\[Alpha]\>\"", "\[Rule]", + RowBox[{"{", "}"}]}], ",", + RowBox[{"\"\<Mode\>\"", "\[Rule]", + RowBox[{"modes", "[", + RowBox[{"[", "i", "]"}], "]"}]}], ",", + RowBox[{"\"\<Mixing\>\"", "\[Rule]", + RowBox[{"{", + RowBox[{"mix", ",", + RowBox[{"{", + RowBox[{"2", ",", "2"}], "}"}]}], "}"}]}], ",", + RowBox[{"\"\<ModesData\>\"", "->", + RowBox[{"Modedata", "[", + RowBox[{"[", "i", "]"}], "]"}]}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "notdir"}]}], "]"}]}], + ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Length", "@", "modes"}]}], "}"}]}], "]"}]}]}], ",", + RowBox[{"{", + RowBox[{"index", ",", + RowBox[{"Length", "@", "tag"}]}], "}"}]}], "]"}]}], ";"}]}]], "Code", + CellChangeTimes->{{3.776512166269883*^9, 3.77651220635608*^9}, { + 3.7806579396378927`*^9, 3.7806579447792053`*^9}, {3.780657992992601*^9, + 3.7806580655287037`*^9}, {3.780658149470125*^9, 3.780658158193174*^9}, { + 3.780658533189198*^9, 3.780658538263584*^9}, {3.780913549931922*^9, + 3.7809135503771477`*^9}, 3.7809139813373203`*^9, {3.7809144171036777`*^9, + 3.780914417501708*^9}, {3.7818561760215263`*^9, 3.781856176883253*^9}, { + 3.7833250385110683`*^9, 3.7833250438551283`*^9}, {3.783325078590008*^9, + 3.783325097782302*^9}, {3.783325247012995*^9, 3.783325318819191*^9}, { + 3.783325407070302*^9, 3.783325411435904*^9}, {3.783325475123114*^9, + 3.7833254756591253`*^9}, 3.7833256554369297`*^9, {3.7833313670501127`*^9, + 3.7833314249811077`*^9}, {3.783331463108326*^9, 3.783331465870968*^9}, { + 3.783331523881638*^9, 3.7833315262764683`*^9}, 3.783331652030417*^9, { + 3.783332229420908*^9, 3.783332229549035*^9}, {3.783926045187009*^9, + 3.783926047208068*^9}, {3.784024880322315*^9, 3.784024886607314*^9}, { + 3.7840251162471123`*^9, 3.784025118922915*^9}, {3.784028273786001*^9, + 3.7840283400444*^9}, {3.7840285492320957`*^9, 3.784028557574357*^9}, { + 3.7840330059743643`*^9, 3.78403300666721*^9}, {3.784034254111804*^9, + 3.7840342595247183`*^9}, {3.784530289375472*^9, 3.784530309181032*^9}, { + 3.785577233806931*^9, 3.785577237111829*^9}, {3.785581151943487*^9, + 3.785581157931072*^9}, 3.7855851754377813`*^9, {3.785585753869604*^9, + 3.785585769426332*^9}, {3.785651002060493*^9, 3.78565100307345*^9}, { + 3.7876408914020243`*^9, 3.787640899849009*^9}, {3.7906742987684917`*^9, + 3.7906743055401487`*^9}, {3.790674478251223*^9, 3.790674482663575*^9}, { + 3.790674544845932*^9, 3.790674558466082*^9}, {3.790674613472151*^9, + 3.790674624923275*^9}, {3.7906760443785467`*^9, 3.790676071436995*^9}, + 3.790686764375167*^9, {3.7999797771798077`*^9, 3.799979777447336*^9}, { + 3.7999865516058598`*^9, 3.799986558048232*^9}}, + CellLabel-> + "In[740]:=",ExpressionUUID->"5ebefe28-8b4e-44d7-9a93-fb2bea7f2162"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{"val022", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{"Select", "[", + RowBox[{ + RowBox[{"Arg0DStructs", "[", + RowBox[{ + RowBox[{"mysxscase22modeRD", "[", "i", "]"}], "[", + RowBox[{"[", "1", "]"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", " ", "10"}], + "&"}], ",", "1"}], "]"}], ")"}], "[", + RowBox[{"[", + RowBox[{"1", ",", "2"}], "]"}], "]"}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Length", "@", "tag"}]}], "}"}]}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"val021", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{"Select", "[", + RowBox[{ + RowBox[{"Arg0DStructs", "[", + RowBox[{ + RowBox[{"mysxscase22modeRD", "[", "i", "]"}], "[", + RowBox[{"[", "2", "]"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", " ", "10"}], + "&"}], ",", "1"}], "]"}], ")"}], "[", + RowBox[{"[", + RowBox[{"1", ",", "2"}], "]"}], "]"}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Length", "@", "tag"}]}], "}"}]}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"val033", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{"Select", "[", + RowBox[{ + RowBox[{"Arg0DStructs", "[", + RowBox[{ + RowBox[{"mysxscase22modeRD", "[", "i", "]"}], "[", + RowBox[{"[", "3", "]"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", " ", "10"}], + "&"}], ",", "1"}], "]"}], ")"}], "[", + RowBox[{"[", + RowBox[{"1", ",", "2"}], "]"}], "]"}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Length", "@", "tag"}]}], "}"}]}], "]"}]}], ";"}]}], "Input", + CellChangeTimes->{{3.7840117399238787`*^9, 3.784011762555826*^9}, { + 3.7840119370292187`*^9, 3.7840119380686398`*^9}, {3.78401385415139*^9, + 3.7840138587881393`*^9}, {3.784013908808543*^9, 3.784013932186843*^9}, { + 3.784014228315469*^9, 3.7840142299235973`*^9}, {3.784014457085421*^9, + 3.7840145132402163`*^9}, 3.784014986505061*^9, {3.784015347154203*^9, + 3.784015352818285*^9}, {3.784015889014182*^9, 3.784016003815448*^9}, { + 3.784022254146719*^9, 3.7840222589547987`*^9}, {3.784028570075938*^9, + 3.7840285876143293`*^9}, {3.785577242956133*^9, 3.785577243217976*^9}, { + 3.785581970842142*^9, 3.785581970947434*^9}, {3.785586409875568*^9, + 3.7855864133319073`*^9}, {3.7906836059484673`*^9, 3.79068362065097*^9}, { + 3.790687785199687*^9, 3.7906877880849457`*^9}}, + CellLabel-> + "In[741]:=",ExpressionUUID->"c459ae4d-8376-4831-b40e-05f21aa5924d"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"phs0", "=", + RowBox[{"{", + RowBox[{"val022", ",", "val021", ",", "val033"}], "}"}]}]], "Input", + CellChangeTimes->{{3.784013812038069*^9, 3.784013820223927*^9}, { + 3.7840286003834543`*^9, 3.784028601265298*^9}, {3.7855772474175386`*^9, + 3.785577250891135*^9}, {3.790683624439334*^9, 3.79068362624615*^9}}, + CellLabel-> + "In[744]:=",ExpressionUUID->"f320f75e-dd85-45ab-b7f6-5f840f7d3009"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "5.267910803700945`", ",", "5.215232049949177`", ",", + "3.770561975679454`", ",", "4.74403747419551`", ",", + "3.225852733425949`", ",", "4.068272527402376`", ",", + "1.6027431126977347`", ",", "2.4900080354549057`", ",", + "1.259895588278315`", ",", "5.8554159865517015`", ",", + "4.115335204122704`", ",", "2.044012122971948`", ",", + "4.801645125966699`", ",", "2.2244590311454977`", ",", + "4.726059122666181`", ",", "6.311529317575279`", ",", + "0.36181264258431334`", ",", "1.5400394860561573`", ",", + "3.296438473306006`", ",", "3.029347150360937`", ",", + "6.236425788881192`", ",", "4.166254643097977`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "5.656470438250933`", ",", "1.3076240437689273`", ",", + "0.4443178571424086`", ",", "0.910801398057715`", ",", + "3.331899182471555`", ",", "3.7442628638082778`", ",", + "5.610458501658977`", ",", "2.955554502838534`", ",", + "2.2849344772844273`", ",", "1.4117091147582754`", ",", + "0.5460284856454365`", ",", "5.798025065022046`", ",", + "0.856108167039744`", ",", "2.735917867169039`", ",", + "3.9406328221465405`", ",", "4.703642031945399`", ",", + "1.7373402301383494`", ",", "2.349282191012344`", ",", + "3.224785908336344`", ",", "3.0454883940808473`", ",", + "4.652673649692042`", ",", "0.4644948459325557`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "9.33986726884267`", ",", "3.0576223324028176`", ",", "9.53213332002253`", + ",", "4.711899233818521`", ",", "5.557067355791757`", ",", + "6.816207780157144`", ",", "6.240929326878041`", ",", + "4.462376487665957`", ",", "8.836449013116926`", ",", + "6.293613450865135`", ",", "3.6774494548265144`", ",", + "6.842829304725171`", ",", "4.664180672729065`", ",", + "3.945513476486107`", ",", "7.677785815102119`", ",", + "3.750099824138172`", ",", "7.368608724441156`", ",", + "2.8694185257146305`", ",", "5.492517538152463`", ",", + "5.061444194097797`", ",", "3.589240844790485`", ",", + "3.6112888950853352`"}], "}"}]}], "}"}]], "Output", + CellChangeTimes->{ + 3.784013820704461*^9, 3.784013937725151*^9, {3.784014514893268*^9, + 3.784014528954887*^9}, 3.784014833736063*^9, 3.784015374307321*^9, { + 3.7840158949244337`*^9, 3.78401593452876*^9}, 3.7840160056024733`*^9, + 3.784016248132228*^9, 3.784016282447567*^9, 3.784017299616972*^9, + 3.7840221173820887`*^9, 3.7840222642165947`*^9, {3.7840239493055677`*^9, + 3.7840239785087357`*^9}, 3.784024039117828*^9, 3.784024895277699*^9, + 3.784025128122233*^9, 3.784028601566856*^9, 3.78403068233915*^9, + 3.784030986406556*^9, 3.7840317385862913`*^9, 3.784033061164979*^9, + 3.784033148778919*^9, 3.784034749381858*^9, 3.7842722353214912`*^9, + 3.784274912060788*^9, 3.7842750624126387`*^9, 3.784276679404758*^9, + 3.7843805954128103`*^9, 3.78438213778687*^9, 3.784451002040798*^9, + 3.784530397051354*^9, 3.784531929287951*^9, 3.7845323569912367`*^9, + 3.784884959449239*^9, 3.784954013877706*^9, 3.785491044626089*^9, + 3.785577153505562*^9, {3.7855772689716597`*^9, 3.7855772821821327`*^9}, + 3.78557862276574*^9, 3.7855788045468473`*^9, 3.7855789971093693`*^9, { + 3.7855824129876633`*^9, 3.785582420306617*^9}, 3.7855864149597893`*^9, + 3.785651112508834*^9, 3.785664186324984*^9, 3.7856644115223713`*^9, + 3.785677723177349*^9, {3.785677816546982*^9, 3.785677821084219*^9}, + 3.7857505295696983`*^9, 3.787485429647415*^9, 3.787638624754765*^9, { + 3.787640971615828*^9, 3.787640999484199*^9}, 3.790513991225237*^9, + 3.790683626613166*^9, 3.7906838123368607`*^9, 3.790686931556801*^9, + 3.790687963683213*^9, 3.790688687449335*^9, 3.7927381831358013`*^9, + 3.792741309031549*^9, 3.794718450853731*^9, 3.794719764749793*^9, + 3.794722834757299*^9, 3.794723123891553*^9, 3.794724692943245*^9, + 3.794739966169703*^9, 3.794800712565539*^9, 3.7959264931552343`*^9, + 3.796351308611168*^9, 3.796354952431686*^9, 3.79635831366499*^9, + 3.796359716312661*^9, 3.796363030236384*^9, 3.796364395105485*^9, + 3.796541394033503*^9, 3.7969894719217043`*^9, 3.7969896713424053`*^9, + 3.7969925983218393`*^9, 3.7970717446421213`*^9, 3.797141486741025*^9, + 3.79715516207055*^9, 3.799979555253777*^9, 3.799985812588479*^9, + 3.799986286102294*^9, 3.799986604848584*^9}, + CellLabel-> + "Out[744]=",ExpressionUUID->"68954969-ef2e-4f5c-b6b7-cfb8f8087dc6"] +}, Open ]], + +Cell[BoxData[ + RowBox[{ + RowBox[{"mysxscase22modeRD0sh", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"mysxscase22modeRD", "[", "index", "]"}], "[", + RowBox[{"[", "j", "]"}], "]"}], "/.", + RowBox[{ + RowBox[{"{", + RowBox[{"xx_", ",", "yy_"}], "}"}], "\[Rule]", + RowBox[{"{", + RowBox[{"xx", ",", + RowBox[{"yy", " ", + RowBox[{"Exp", "[", + RowBox[{ + RowBox[{"-", "I"}], " ", + RowBox[{"phs0", "[", + RowBox[{"[", + RowBox[{"j", ",", "index"}], "]"}], "]"}]}], "]"}]}]}], + "}"}]}]}], ",", + RowBox[{"{", + RowBox[{"index", ",", + RowBox[{"Length", "@", "tag"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"j", ",", + RowBox[{"Length", "@", "modes"}]}], "}"}]}], "]"}]}], ";"}]], "Input", + CellChangeTimes->{{3.784022329124991*^9, 3.7840223823370113`*^9}, { + 3.784022415606349*^9, 3.784022440743187*^9}, {3.784022893948859*^9, + 3.784022943263361*^9}, {3.78402407745934*^9, 3.7840240942167397`*^9}, { + 3.78402447363737*^9, 3.784024481977665*^9}, {3.785577291515561*^9, + 3.785577293500114*^9}, {3.785586427742388*^9, 3.785586428133891*^9}, { + 3.790683633179186*^9, 3.790683635499899*^9}}, + CellLabel-> + "In[745]:=",ExpressionUUID->"172db7c5-1421-4f19-a39e-d08572cc16c9"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"ListLinePlot", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"Arg0DStructs", "@", + RowBox[{"mysxscase22modeRD0sh", "[", + RowBox[{"[", + RowBox[{"1", ",", "1"}], "]"}], "]"}]}], ",", + RowBox[{"Arg0DStructs", "@", + RowBox[{"mysxscase22modeRD0sh", "[", + RowBox[{"[", + RowBox[{"2", ",", "1"}], "]"}], "]"}]}], ",", + RowBox[{"Arg0DStructs", "@", + RowBox[{"mysxscase22modeRD0sh", "[", + RowBox[{"[", + RowBox[{"4", ",", "1"}], "]"}], "]"}]}], ",", + RowBox[{"Arg0DStructs", "@", + RowBox[{"mysxscase22modeRD0sh", "[", + RowBox[{"[", + RowBox[{"7", ",", "1"}], "]"}], "]"}]}]}], "}"}], ",", + RowBox[{"PlotRange", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"0", ",", "100"}], "}"}], ",", "Automatic"}], "}"}]}], ",", + RowBox[{"ImageSize", "\[Rule]", "Large"}], ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"GridLines", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", "tfit", "}"}], ",", + RowBox[{"{", + RowBox[{"2", "\[Pi]"}], "}"}]}], "}"}]}], ",", + RowBox[{"GridLinesStyle", "\[Rule]", + RowBox[{"Directive", "[", + RowBox[{"Orange", ",", "Dashed", ",", " ", "Thick"}], "]"}]}]}], + "]"}]], "Input", + CellChangeTimes->{{3.784024513255226*^9, 3.78402458256153*^9}, { + 3.784024676991809*^9, 3.784024723695135*^9}, {3.784031047475773*^9, + 3.7840310510137653`*^9}, {3.787641011926249*^9, 3.787641012398367*^9}}, + CellLabel-> + "In[746]:=",ExpressionUUID->"bf5d2b68-4d8e-4800-979b-f6831b7cd3e8"], + +Cell[BoxData[ + GraphicsBox[{{}, {{{}, {}, + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[0.006944444444444445], + AbsoluteThickness[1.6], LineBox[CompressedData[" +1:eJw92Hdcje//B/BjlCjJzvwcqSQiJTLSS6EiDe0ip73r7CHj2NkZEUmHjMjI +x4qMYyeflBHZR1Z2MoqMX7/H93rf/vF4Pq5z9T6v+32f+7ruq19k2rSYljwe +b1IrHu///6d/mmXh8yQbefifdM5ptnl9rhu1ZK5zPvcstbD9slbMjc6qeX8/ +TzHUY+bBYFfs3w3r9Zlbw8H+l2tDPwNmAyx8dbKb+nhbZiOEZax96ehryGyC +83f0Xc3rjZg7Qb05+s+YzcbMXdDo1MbIsb8JczeM6dEz8vYvsik8BvBmCO53 +ZO6J9IiqsxXFnZh7oyrT5nqXnM7MffFn2DgPC3UXZj7ejp47ryGuK3M/LD3R +uHn+tG7MZijLunG+2Lk7c3941iemZg41ZTaHqc0E/6Z+PZgtoBM2Rr3r1pPZ +Eo9C92b4GPdiHoDE62H3uhr0ZrYC74HjkX9a92EeCK3SIdSzZV9ma2Tk7EtW +tPyHeRB+bOrVzbkln3kwBpatvMNfRLbB8Mf8f+/o92MeggMLtjn4LicPRbCe +/5IVxmbMtkj/pR8qXs+stkX2As9vb037s/FheLtt1Nc725jVw3B7fOTczhbm +bNwOBz3O995YyKy2Q3BGSJfpdhZs3B4PBg8MEJ5kVttDPfhSCx0s2fhwbOlx +9uGhUmb1cLg+5fe46zOAjTvA0Cn87dj7zGoHXBF0HV8eYcXGR6B6zU/B7LfM +6hF4syKgf4BkIBsfiZ6bl45S/mJWj8TyD/66zkus2bgj/Kcd4QebDGLjjsh7 +YHZ/Zg4zbxS8D10ZaztgMBsfhQmHm6KLjzDzRuN7+0heNWzY+GgEfr3pm3iD +mTcGd/4aLZ46fQgbH4OdnQ58jXrLzBsL5+qGW5nKoWx8LM4i7UtIK1s27oSJ +rh7n/CYzq53woCRnTL+1ND4OBksfjzt0j8bHwaW+z6JPfYaxcWdYTw76+jCK +We2MIcemTVPspXHARp1mUP6RGUCNY+P7Ons79nkgzCI97o+SWQts/jPDudtZ +Zt541JkIHcJa2bP547G2aGrTB3dm9XhkZj87+mY1s3Y8ciPvD42oYua54FT5 +2K7hvYez+S54/Tv5pi6KWe2CtCX7o2oKmbUu2NnV18rvKzPPFY+8g0Q9nBzY +fFfIC3IKTZYwq12h1yfyRbsKZq0rZKsLelR1H8HmT0DeqI9xTgJmTIDXixHj +exQwqyfgTs7TKo9PzNoJcA4dUHvGYSSbPxEr8kPmi9KZMRGfTs4sStYyqyei +4uzHxAutHdn8ichLXmiZ6c7Mm4TBjuda/1nBjEkI+KioH1fBrJ4Ecccjd9d0 +GsXmT8KBt4k8h0BmnhuCjZbUS7cwww2aHN63bU+Z1W64MUOy6L3FaDbfDY03 +e+1YmMLMc4e/mZ+z4jgz3LEo9fyMC8337f/mu2Mfv80dF09mrTt+9vuWdzib +meeBG4Nv6ee9ZIYHVPWnrNR2Y9l8DyzY6/ryyFxmrQeU6WM7FF5j5k1GD79/ +hK06O7H5k1HSreX8laHM6skI3vsubbyGWTsZvdcXtBv7gpk3BXe1qrl7LMex ++VOw160xsziOWT0Fuodp7wr3MGunYKI4a1PpK2aeJ/ixv+ZEWziz+Z643qvK +ojaKWe0J2ZbW0sodzFpPmPm3tjtYw8ybipFX93To1Als/lRIFz/n1dszq6fC +eNYqT/8gZu1UuOeHtlw/m5nnhbZj9F7W59N8Lwg+/ChYUE7zvfDHsGBwXSPN +90J1+raKZIvxbL43rOsyRFd9meGNsvJV2kuzmdXe8DFu13r+LmatN/bb1FzY +cp3m+2Dz4mq7vp+Y+T5I7DHOO9DEhf09H5x+eQo7hzILfNDCfP+1uKnMah+M +mvvk5bcEZo0P1sm7lGxazKz1weUTxq6rNMw6H/S+VOTWsYSZ54u63SKz8Cpm +vi8WZ7a7c+QT1fdFbmjPFYJ2rqy+LxbNEkSUWzCrfeGaLmq53oVZ44vH0juP +ciOYtb4IyC5ISVvErPPF8A6O2iUHmHnT8Cz+sXqbjpk/DQmP42238yew+tNw +o3qBoX08s2AaClNcPcbtZVZPQ822hcX1j5g101DercbuhN5EVn8azsqclk4f +wKybBstgvtH8Ccw8P7zycel7NJyZ79ecb3ZCjZwZfii7e/xLzipmgR/Mfnzb +OzqfWe2HmwfG+DecYNb4oWGLbtq361TfDzeGL7H3eEr1/bBVNflo02eq7w// +rJP727aexOr7A0867RZ0ZYY/1u9qWHXXglngjx8H3jl1d2BW+6Nd6sQKuQuz +xh/5Hy0Gpngya/1xwkb2qdiLWeePEc+lNX6jmHkBcDv1wu70TcofgBuXsxe/ +EVP+AChe5DkKBJQ/AE6v55nMjqT8AbhYnZBrkUT5A2AotsqcTddPG4CSp5q2 +HRZS/gB0jHLpZJdJ+QMRDSPXjFyqH4iIjOw1VfuofiBiX588/J6uryAQpmW/ +d+y6RPUD0b7uwPJ7lVQ/EIVv163ye0T1A/Ff0ucVT19R/UCcy9u5dmgd1Q9C +h8PL/33cQPWDMHGxb/bM31Q/CGvz9rg3/aX6QehY/nPrpT9UPwjhuXdXaxup +fhA+OTvJ4j5Q/SAYDFjyZetjqh8Eu6KSbPf/qH4wJg8qf9z7DNUPRgvPMa2S +/6X6wchKnJ+xej/VD8bJopFjLtD1UQdjjkWX8tY0rgnGxi0vvcSHqH4w2h4z +2xx8lOoHI1fV5ojtKaofgrKh+0LXa6l+CEq3ZRYOuUr1Q3B4c9PvM+VUPwQj +1s+73OoO1Q9Bnlmq2eX7VD8E/W36G119QvVD8KzlOVF5DdUPgeuc81u3vqT6 +oUj5MXfUb+oPPxSfZ+T8uERGKCZklBm9eEH1QxHQtmG17BnVD8WjRD+X/6jf +mlDkjM+pEN6j+qHQyzA/1u4W1Q+Fa9dTjaMoDy8MWdoF96XXqH4YZgQeXdh4 +heqHIaHryzE3LlP9MOivaOr3kKwOA39T3YY6+rwmDFYNJyyqS6l+GNonOrmG +0vNA1/z3RNcx/gbVn47oDUs3h3C/v+nY+PhguIyuL6YjvcnKJ57yCKbD//HR +lYYPqP50WF2e3s2Jyz8dd127eDyj+007HbHWFYNfUT900zHiTMGbcfQ84s1A +Zaa96zsa58/AhvMvFY00HzMwv+L9+gX09wUz4LN30palD6n+DFyZ5WW8lev/ +DJyMfXxGy13/GSi8aLnL/C7Vn4FtA+Z9fkP5eOF4Yr+ykzmZHw7h+ara6ttU +PxxGU5J3cfebIBx7T8w5soW7/8LRKzhDsrSK6jf74v6q41RPG47LldYHTKqp +fjiGRRpcS6fvy5sJyy8W35/S9eTPRGb6f12tKC9molPq8G2udD0EM6Evyf9k +SddLPRM7Q1d9LCNrZsJK4qe2puurnYmtp1WL3bnn/0wsGfA90JK7/gLwHkbu +P0HzTQRobGfdMJrrhwBXyz+d2Uj1bQX46172/A33/QRwHHy/zI3sI8D9nSte +aKk/AgECvRx3C8hCAe7cOD7BhuufAO3Mh5+wImcKwHd5034aWSPAz8dZ2E0u +EsCa5zWUzz1fBVg0Rzu4mFwpwKAPlu+iuOedAK/GX0zsTnnqmj/vH1x+hcyL +wKk+06fG0/UwiUDEqjjhNzI/Ao57Us4l6ih/BHLnHZtyhYwIzDrQZKxPzwOf +CCSYdug6gCyIwOTgYxMsycIIrC/fldiSe35EoP7LGquz9PcyI9DG6vNTAVkT +AavSrEPc9ymKgMWr28+Xcf2NQF/dZg8rcmXz/MUVsx9wv7cI/E24pd7D5Y8A +717ijfVc/khci+5wfDvX/0hEf/3d8ibX/0gs2mXi2Jf+vm0kNld+bbOAjEjk +6ge1qif7ROLX6Yl13PcXRCJqwop1F8nCSOz0XLO+I5c/EnYfHrRyI2dGYkjK +yJHRZE0kgvLOL04iF0Xin/zTB6PI2kgEZ4mOe5MrI+G4uqylA1kXieNn1+V2 +JddF4rTr8Qlf6PvwotBbtr9FBdkkCjvHhmzaS+ZHYd2Y/z4s5PofhYI+F3xm +cv2PwiulsN6J7BOF5uV4vBmXPwqP6k+8bs/lj4JoWXB1C7I6Cjtup/r+peuX +GYUG2euSllz/o+DufS7QiFwUhS/8/Fa9yNoolD1d0MOGXBmFgMJjK53JuiiU +jP6+diq5Lgrv8qptfbn80XhraPh7Apc/Gqtv9VBZcPmj4bb2Z1/u/rONxjlN +lNNJrv/RGDbiSskcrv/RGFi/4tYksiAai0tWeHD3jzAaTsM12/TI6mj0uNrh +SSPdb5nRiDpdm/WJe55F41hwzSoduSgaen/7T77Mre/RsL672mwruTIap/+6 +v47j7v9o9HP8etWGu/+jkf1wd2Q9PR94MRj32CzkBNkkBq+7ppvPIfNj0Der +X+EY7vkXgzWm9ln13PMvBv4hD/ZouOdfDGI2uVR4cutVDBrvOnXikYUx6Cg4 +tPMi9/yLwRLZvgm53PMvBtcrrmxdyT3/YvAk5sHb5dzzLwZJac56q8jaGKx9 +6fVnCbkyBhnv9m1LJutiwI/859Y4cl0MDDxeb/xJ6w0vFi6thD3zySaxMJ/0 +2GEstx7FYuhOwwWltF7ZxuJsk0lvDzJi4f3Z6/NZWt98YnHg0Padg8mCWOh2 +mmVtovVYGIubH/+Z1oasjsXP0ylzFtJ6mRmLrR7HW3cka2LxVzK7exGtr0Wx +0A5U/RdG1sZid9eHhYbkyli4nt0x/zitz7pYpHe5OCKAXBcL39C7pS9ofefF +4cavlTtiySZxsJW8nvCU9mv8OIxcu6LOj2wbh8vPN4aU0n4JcTBPjvFyIvvE +4dBpQUkRvQ8I4pD8+9m7vmRhHPbmnBi7qILyx+H7kJCNT2g/lhmHKrHXMxuy +Jg4bGw3cJbRfLIpDuENa4SHav2vjcGuEQ2AN7e8q47AutJu+Abffi4PDtMIO +vcoofxwEjpJDXWi/yYuHbLTq40fab5vEY+MfcYs9tJ/kx+PyOJP+zrTftI1H ++dicrWcuUv54vJj1+rLtBcofj7vz2vruov28IB4HlHuDB5yj/PFYUbzuwVl6 +31DHY4o880zKacofjzanbPcOLaH88XB7Nn5500nKH4/OwcMHXS6m/PHYVzIl +QU3vZ5XxUJ5LNrY8TvnjcVRvtmURvX/UxSNZ+MzonyOUPwHXdwX5KQ5T/gT8 +fTvp2Tl6f+EnoIvFzHV/D1D+BJwYPnLiGHrfQQLChzROldL7kE8C2k0Znrun +gPInoKXhac8buyl/An5Zm/R8spPyJyCmy0le1Q7KnwBFN8Mcm12UPwElTh+0 +NTRelIDJU5MuRGkofwLOlbw+cILeXysTEOXu1f3NFsqfgN1zX33YuInyJ6C3 +YFHNmg2UPxEnTD4eO7yW8ifC8+DFQzWrKX8i7M5UPeizkvIn4samzofCl1H+ +RChPWIfkLKH8iVguv/brGr1vCxJR0hQqfq6m/InIKsnSfzmH8iciv9ONA5Wz +KH8i2u1vW1KooPyJ0Be+j5sjpfyJ+DtFYOcmovyJiJk0R2iXSvkTcch955a3 +iZQ/EaOv/7xcGkf5EzEqwLPv/mjKn4TTC4KNV0ZQ/iRkXO/xOo47j0nC59O3 +B9mGUf4kvAiwVNwLovxJKLKdbe/rT/mTcDZWvT3Lh/In4WT7QXq7PSl/EkK9 +hgWsdqf8SbD9XiqPpvOgzCS0Slx12wuUPwn5F276+Y6l/ElQ2cRHL3ek/EmI +tex0t4UD5U+CZpf9m2PDKH8SrhmuT8odQvmT8K3Huh+Fgyh/Mq4ZC2aftqL8 +yejVUbMujc6r+Mlw6POrcKs55U9Gfmu7wL/9KH8yYnVPd0v+ofzJGC2u9Gzo +TfmT0cLo4I1FPSl/Mi6njSrpZUr5k3HcrdXG3V0pf3LzfujCK8vOlD8ZzzcI +a3NMKH8yWqkco9saU/5k5Bb3eis3pPzJKJn7dusHA8qfjHFhqvUyfcqfDOvc +7fmdW1P+FBgYG84vbUH5U1D15tiS9X/ZeR4/BYl72hvLfzPbpuBv5ZGtIU10 +PpiCHXMyl0z6weyTgv4N1z+Oa6DzwhTkKmTb3L4xC1MwJj9/R9wXOj9MgfuL +WyW7PzNnpmCT9Q2lYR2dJ6Yg1WFS+OaPzEUpWPj7+CbvD8zaFHTvOWGX1Xvm +yubPm5hY93rHrEtB+EajTb3eMtelYPuwBvO+b5h5qfCowHnTWmaTVJxdds6p +9WvKn4qfNSlNj15S/lSU/7upYccLyp8KZ9+3cSHPKX8qrNb+6qZXQ/lT4V2x +Vb5fR/lTcUVTdSvwKeVPRVreLgvDJ5Q/FfPnNn6v4M5TU3H+q2x64UPKn4q1 +6d2X7XhA+VNh/f1Z/5P3KX8q7AJjZ9VVU/5UvL53wNWNXJeKsCsXn5+8R/nT +sOh+cWdXskkaLrXoMfzxXcqfBvPnbtELyLZpmLfy0W0bMtKQO6dV08Mqyp+G +NkVyx+VkQRpaX/recwRZmIau8bZvHt2h/Gm480jonU7OTENs70917cmaNOx8 +fDV17W3Knwar5W2bWpG1aSjalmsZe4vypyF7btb4kpuUPw2/1hfXG5Dr0rBx +Y41VYCXlF0IrEh3ZW8FsIERT9K0ObckmQijftlikuMFsKoT+B82Lb+V0fYTo +0mDptJBsJUS3qzGH+5Bthag5kBV68T9mRyFsed/1JGQIMcZcoxlMdhdi4HFf +v8/X6XoKYVooKLpADhbihkvam+1kgRD9r80cuYYcL4SV8Wb9ZWShEMU2QftW +kJVC7HY+uXEtWS1EbJO34QZyhhAZOdU9V5IzhTDvJ3oqIWcLsas+ZIcbWSOE +i/61K/rkAiHsB5boHy2jfgmRxRO98CcXC7HA7PmaumvUPyEK5uqbrSaXCvG1 +a99h9uRKIXrO53+sKWWuFsIt5uqtXLKu+Xqcbt8zklwrRFL8sSeDyXVCdCq9 +ZNl0lblRiFfifwOuk3kiBHxbkpVLNhDB3f79dgnZRIQ/HvnTfcimItx1GbBq +BJkvglXNs6YBZCsRlj+122NOthWhe5eSNdZkRxFuPvI25uajuX63k1IXsrsI +1yv1DaeQfUQY9HLma87BIoxPWpHCfV4gwia5q5cNOV6EbhHjDnUgC0W43/Sv +QcMV6r8IRx3b3rtKVotw69yL91nkDBH+i3z6PZqcKcLxuW3mOpKzRdj1PS+y +M1kjwoHs06saLlP/RbhzXv7+BblIhJ/3FDsekotFuHKhf3w1WSvCFPPPd+6R +S0X4FufidpdcKcKQfwa+rCRXi1Br2XntZbJOhO28p2OukmtFuIq5L4+R60T4 +NHSW9W5yowi3BX335JB5YhToVeZvJBuI8Wn9p/KtZBMxnIdJHPaRTcUIs7g7 +q4TMF6Puec3w/8hWYrj8SOBx+WzFsM6238zldxRj9ifzzVVkiDHm3aO8K2R3 +MYauMa87QvYRY2SRokZDDhbj0t/7DhlkgRhXK5efF5HjxVjwZJssnCwUY9et +5y+nkpXNef4M2DuOrBaDz7PqOZScIcbbUwsc+pIzxdDlfh5lRM4WoybWvOzn +Jeq/GJKPNkvekwvEWLpk28QX5CIxQrtEJnEuFsP72P7kD2StGCHyyqV/yKVi +RAa85nfl+i9G68531thw/Rej8kLHd65c/8WouKd75s/1X4zqM/1SuPx1zdf3 +0fdT9lz/xXj55P14W67/ErTpaiWy5PovwfoM71s9uP5LIJn9eh+X31SCyedn +POdx/ZdA+q97dAN9fysJNvm+Sa8j20pw0H/QRO76OErQK6JV/VsyJHDt/rgN +dz3cJdgztsH7C9lHgkHLJRru+gRLsC3lvyUduP5L8DH1xz0zrv8SZEU9KI+/ +SP2XQP3gTrs5ZKUEUcp26lyyWoIDt1ocyyJnSKCZsC6oiJzZfH3+XWx8hZwt +wfx5265UkTUSnOy/YYCOXCDB3t9r770iF0kw0txowHtysQRHrBcvqSdrJVhr +9/ZpE7lUgg09A+LbUt5KCXg7h7XoRa6WwNut0XEoWSdB5JmXBa7kWgmMwk7I +Ash1EhS+T/sUQW6U4FT0sm5xZJ4U5iPuxkeTDaT4NHpqVSjZpNmHXzzzJJtK +0fOAd40TmS9FfNjcsmFc/6XY/Hdd9GCu/1JM0R2ca8v1X4qyPRcXOHP9l8LZ +RDc/hOu/FBs+WAydw/Vfii844lXA9V+KM4H5favJAil+/0i50ZbrvxRObbfU +jOZ+/1L07e0qSeB+/1J4btU6beB+/1L4BZXnneJ+/1KMOTzV5hH3+2/O0+Lp +wUbu9y/Fyr5Tajtwz38pVGXSzH7kAinE8yMlNuQiKTb6r9ttTy6W4s+6YTeH +k7VSWD3JamlHLpViYeE3N25+pRRHwjsMGEiulqLOIzfWiqyTImLIq3zu87VS +tBuZWj2aXCeF2zyrOh9yoxSJvr3WpJF5MpSP+tOOW/8MZPBc6XHqLNlEhuVb +9y15QzaVwfRJ67RO3Povw309+z4jufVfhpFH7noFcuu/DGUXo3+lceu/DKos +vxGLufVfhpAdftPyuPVfhgzfQyFF3PovgwUsO17k1n8ZupzrpLnHrf8y2Lb7 +0+Yjt/7LkF97drIe7X+EMuybUPe7F1kpw4MjT5bbktUyfMk+lDeenCHDgtun +t3uRM2UYXHPsQxA5W4YRJx9WhZM1MljPmBwZQy6QYcrvPj9SyEUyZOfnaWeR +i2XoNDd1zCqyVgZ7K7O2u8mlMphP/lp2iVwpQ58Pz8bVcvs/GXy+LlpmTPtD +nQxFz22WO5BrZej5Zn9AGLlOhv5eqavnkhub+5UbK9pG5smxvJ93egnZQI6g +2wu73SWbyJG4/b+gT2RTORr68UUGtJ/lyyGQTJlhRraSY8TV1NNOZFs5nA8W +7w4lO8pxM4q3T0mGHBusz9duJLvLYfLNZxK3f/aRIze34N8KcrAcwVNjh9WS +BXI4fQy1/k2Ol0Pax7zQmNv/yxH32Du9D7f/lyNWb3WbQdz+Xw7e/CarUdz+ +Xw63D0FVHtz+X45NhbOvhXP7fznaZDSNV3H7fzkC388o38zt/+VwNf9mqyUX +ydErvcuCd+RiOWbO1vn3pPcdrRx/5lW+n0wulUPWNzI1nVwpxwtn5877yNVy +zHHePLmKrGu+fjuXTWoi18qx2VDrxr1/1clRcfpqwmhyY/PnkWvtR+Yp4Gm0 +SxFPNlBAHHp+XjrZRIGRsw0WriKbKhC/bNH+PO79T4HZY243/Mu9/yngE7jb +rJR7/1OgnUVGwVOyowJucwdf+UGGAq/ufFjYjd4v3RX4VBi/w4Hso0BPXVhC +KDlYgW4B8XpzyQIFjHp7Ls0nxyuwY8f07WVkoQKHC/d9ricrFVi4o9/PXvR+ +q26u/8LIbCI5Q4GD2lElKeRMBbbcbGWURc5WoH1A55mnyBoFakd87vaYXKDA +4pztl3+RixR4vPRMnSm9bxcrINl96NswslaBvT+VVu7kUgUebDEeOp1c2fz3 +/fMqUsnVCvDnP3upJusUiI2r9VhPrlWgoHd6yW5ynQJ7Viy7W0JuVKDvmf3G +t7n3fyVsZ1kefE82UEKjqLzNnReYKBExabJ4ANlUiduT209zJ/OVkA65MySJ +bKVEi4OecWvItkrEiLvvOUp2VMLuuXfsAzKUWH59Sz8enV+4KzF73J4wC7KP +Eq/0fE0mk4OVaPV5y89kskCJVfOm915Njm/+/OhbnQ+QhUrUvNoZco2sVKKh +vtWE52S1EgETn6l+kDOUyFt3NsaIzlcyleAd7u3cm5ytxP1P32cMJGuUaL84 +7JQ9uUAJ3UJljhN3XqPEfuG6MjdysRL9z3a56ced3yjxqbd+TBS5VInzaQl8 +JblSibgK49HrydVKrO01ze0YWadEwrm//Cfk2ua8g/VKjej8qE6JpbVjs0Bu +VEJw/0c3GZmnwqyNq/4UkA1UeB6QdP0+2USFZLP8SD06vzJVYerSGV7WZL4K +4+eXNbiRrVQ49CjxVDjZVoUSky0308iOKtS7mFnNIUOFpZcy2i4ju6vw1Cn4 +XhZ3ntZc3z7/+C5ysAp2k65PPMWdr6lwanRB8h1yvApHz9r5feXO25rzZe2J +7EHndUoV3A+NkruQ1So8SHrdKY2c0fz90z21OeRMFWIPt2h5hZytQnTWr0Id +WaOCYr18oj6dHxao8Hfq9M0DyEUq5L36pphALm7O1za88wyyVoVbA7d2EZNL +VbjhtVS6iFypglXTj+lZ5GoVvnRcYLibrFOhNCL8xAlyrar5edxeep1cp8K3 +yTNH15AbVVid/Cb/F3f+OQvjArbq9aLzUYNZWNFaM82JbDIL38w9B0aRTWch +sDp9/woyfxa8cwJ2HCNbzYJt5a3EV83+P6eKsFc= + "]]}, + {RGBColor[0.880722, 0.611041, 0.142051], PointSize[0.006944444444444445], + AbsoluteThickness[1.6], LineBox[CompressedData[" +1:eJw92Xk8Vdv/P/CjUZ8kzRodlCQVaZDIi4QGdYiMccwzZ3ZO42mSolISTbej +Ac3nqhuiHKXSLFHqNmggTdJN0ujr9/jt977/3Mfzsc7a7/1ay957rZVhSKJH +eBcOh+PclcP5f/+n/1Tind8qdnLw/1Vvb5bevmhg7y6MW+x/JIfODd/YlXG7 +/Y2aZ1tu9OrOmIP+B15XLtzRg3E3rB/8kPeVq81YGwa1PdJK/+nFWAfX19Yg +h9ebsR6cNuyelfNZh3F/9K37J6gkW5fxQJzLEZi1GekxHgy9yB/Wmb/I+nBx +Cqi0fNSP8TCUT3YadaGoP+MReP20KGrM3gGMR2HYrCm3fJQDGXOxQCsrwjlq +EGNDROdvWPHMYzBjI+wx+ZjRD0MYG2Nvy6bU25P0GY+G/gQnz5+GQxmPwRhV +XsaqwcMYm2BQwN150/oMZzwWzSFezlo9RjA2RZTVPv5lzkjG47Du9oVd0b/J +ZojvWTLw/c9RjMfjjdaw4c6/DBibw1qV8tN2NZfxBDg5l3+y1zJkPBG276b5 +jV5PnoRZXjvsn/c0YmwBpwKb4LA0xkoLPHnaqpPfz5hpt8Sd7+1BB7IYKy3R +LC85PGvUaKZ9MlJjh22UHWGsnAzNud7XLCeMYdqtcFIlne31D2OlFfrkr/ly +yc6EaZ8CJ7/JGYFXGSun4I753JJ+i8Yy7VMhVE8ovvOQsXIqrl1y9NvON2Xa +p+HirTWWgW8ZK6ehfnZQGETjmPbpiNDOdXT5yVg5HVt2++WtX2/GtFvDw+iY +Qkd3PNNujZyK9iFfsxhzZmC9WLHC28icaZ8B2Te7uW4nGXNsUHUw98pH6wlM +uw0Cs18vdL3CmDMT/tG7zP08JjLtM7HBd9rJAfWMObZA4eE2n4RJTLstLnxV +nuv2mzHHDka2wePa5lgw7Xbg3DF3Fm5hzJmFC0tGVz+pofZZuD7m/lajEZZM +uz1MWp20JoYyVtpDx8N2ZPNRagf2P5vT37uFMQD+8vWa0GmTmd8D/Q+PMhm8 +grEG2OuY7CgvZ8xxgFSFBXt7WDH9HTDQMVG+az5jpQOWTefOT05nrHGAvfGf +sWm1jDmOWF/t9uzWsClMf0ccedBxM57PWOmI+m0j+27PZaxxRFjA6lu8j4w5 +s5GQcc2lZMpUpv9s7LkT//7uCsbK2bDIPlS68gpjzWzs9237ckh3GtPfCWM2 +hbUO9GEMJ9TwTnbdncNY6QQ3X5fG/94x1jhBl5MgbbCazvSfg6XfuTtmrGCM +Oah6s1F5+TJj5Ry4Tvb4FfE/a6b/HIwtOnxzKI8xxxmcn7U5r3cyhjN++LqN +fFnHWOmMQkPdPzNHzGD6O2NcudfwsUGMOS7YNmx48fMcxnBBF52LP3JfM1a6 +4EKmc0n5WBumvwuMD5+IlMcy5rjiyYtjOYPVjOGKAf3e7W36yljpiu1bjbpO +sZvJ9HdFn8Jj2WbJjDlzYbr6qe+bKsaYC4tkxaLZI22Z/nNxboV15oMYxpq5 +cDm1f3uPYsaceWh4uE5rZE87pv88mJhcfx7uyVg5Dz32ralyVjHWzENuulfJ +/HeMOfPRNDVtu+XkWUz/+eC/eeDSmMRYOR+9nlSMX1bCWDMfroMH+pv8ZsxZ +gJWRfythZ8/0X4D9Fy5/Nl/BWLkAaXF7Ni45z1izAPm6zcpx7Yw5bjgaYK/f +aziY/m5YOOq5G2wYK91wwPA52n0Za9ww2eY6Z9kyxpyFaMzfsXnUPuq/EN0j +M9YtKqP+CzGmV7f9q15T/4U46N84U0fHgem/CGnzk3OHTGOMRXi5d/95hxDG +ykXIbx6J1G2MNYvwKzDbPbmU+vOwyE0xr/YNYy4Pw8YYZ+7Rc2Sux4Or2vfr +tmmM+Ty0ZjeVPvJlrORhfsSL6jvLGKt4WJbOi7y/m7GGh7Pd0hUuhYzreZju +LZ+05j5jjjtOumatvdXMmOuOn6V7x8b3ms3Ud4fugKWZOcaM+e4QJIxOyLNj +rHRHu19Acbk3Y5U7tve0q3MQMda441tEl/jMLYzr3RE1Qdg18Bhjjgc2Gc+3 +2nedMdcDY98d8Oj4QPU9IJliXxM+xImp74GpBl5Wg90YKz1w/H7tHnU6Y5UH +Plc5ubQ/YqzxwEH7p1ulQ+cw9T0Q8WLsodPzGHMWg6NfHyYQMuYuRv3OZXdz +tzPGYvRZp/h97SRj/mLseW5mNesaY+VijPhn0vcnzxirFmOOcZrH6K+MNYvx +S5IVGvY/Z6b+YtReTXGsGsWY44lfMU+rNk5mzPXE8gc6e/bNYQxP8Ay9jg/w +Ycz3REqs1LEhmrHSE96KD+e+L2Os8gTfWPsSN5WxxhMRK6YKf+6m+p74UdKx +5FIu1fdC93N1X7NOU30vpGrvsm49RfW9YOXw/K/pW6m+F7YfzRna3p/qe+FH +ac7KMzcpvxeaFpzJ3aWh/F7Yy4k1ra+g8feC4NvZ+vA7NP5LYLyuMMTkMY3/ +EmQePbbhcyON/xKkJazSsmql8V+Cxu6TSjK1qP4SvGj6s++FLuVfgmbbO2/f +D6f8S1CoaORuNaX8SxD0dP3yA1MovzdGHDJc/sme8nvjk7BoF+ZRfm8cqDQo +d1hM+b2h3jHn3/V+VN8bCufpo0VBVN8bo3r9XTAzmOp7Y2thZs9ngVTfG2Xr +dBMXe1N9H3xZsE9rFtXj+mDa24HLus2g+j5wrLNNMBlL9X0w7oh0apQ+1ffB +qr4dvKNsfh+E6QZYVvei+j7gz/427aM21fdBh4NV20f6e+T4YkXA5+Sv1J/r +i99vxEKfgVTfF4ZGzdcyhlH9zt+vDjzrYEj1feHicvGwHo2vyhcbRnx8VzqR +6vti6s3Kn9pTqb4vznT82lViQ/X90DUq9epudvz9sPIE/0T4bKrvhwGLBt98 +Ts8D3w8NG2ru33Km+n4Y/nr1Xxyyyg+eU3TKEqm/prM96ezG2XT9ej/w7S1z +Gml8Of5Y9hev/ZcV1fdH9eXvLx3o/uGPkkfDI/zGUX1/9GjmSc6Mofr+SH2U +/jvRmOr74+gQb/09RlTfH17xHTwtaq/3xzDDrXsTR1P9AMzoMSDvmAnVD4DO +0on75FQPAYhNdVmSY071A3C/b1ld8ySqH4BzQ2XyiXT/qgCs3rHedfI0qh+A +r4t0/autqX4ALK0R9JEd/6XIXTf9epQt1V+KEXzFTEs7qr8U+avCHW3J/KXY +2K9xXir9XrkUsPxqOmkm1V+Kkm0xq+bR+GqWIiUjKUJvOtVfisM/vrpfZJ+/ +QLx1dp+Qwb7/AlG4qiSzwoLqB6J1T/k7GeXlB8L/+/o152l+lIFIOlmWsYWs +CoRO8uPIF+zfXyCaHLm+KupfH4hIqzdeBXR9ThD+8wk36LCk+kGY8eZsawKN +J4IAi9P/vKP75QfBwERvQQCNrzIItnMfqU5TPlUQnOdNd7hP460JglPanO0l +NB71QeiZ32VPEDv+fFhd/PLgPFmPj46C8hG3yFw+boSd6ppJtuBj54d2rRFk +8PE2fmloLF2fx8eH25XeGVSfz8f77Nvv8+n+BHw8zkvPuszePx/na3QtP9Lz +mc5H5uWiBB5ZxUdN1+UjrchqPiq5ww52I2v4aPA7Mm4IuYqPuKFv7gSxzzsf +z/Wz7erILXyItuS1yag+Jxij+wW8saT70wtGwuXjA3+RucEYupaXcZXyWATD +4OKuvmvZ92MwIrm+eoY0HrxglMnf6uwh84PxIjEkpYksCMZUp0Db3vT3qgyG +mTL5QS9yejDMfz1wZX+vCkaVz9Hhp8jqYOg86/pfCFkTjIMPPQt0yVXBcKgQ +LC5m5zsY/VObEENuCcZxC8/epuz7JwQNBant7ZRPLwQt4+vET8ncEJS/vuFY +x+YPwY67F4e/JSMEq1v8juiy8x8CJxfd/i5kfggaw89YppMFIXBMcP73NVkZ +AsOmNgtHuv/0EPBuWz9WsflDELJqRO13Nn8IJOWSVXNovDQhWHupn/lKclUI +WptaT+8j14dAwW3LPERuCYHBLLFPJpkTikPbtXvLyXqhWLSr14LFZG4ozCMW +TmbfLxahmCq6OrwvGaFYI7P2bmXnPxSlKeqFz9j5D0W3q7zx7PMkCEXYyL65 +F8nKUGSn3IktYvOHgpMleVDK5g9FcoUi6Q6bPxTdGwbJ2PenJhSOf7r9Gszm +D4V88NNIZzZ/KJ5/mnhKxuYPxY0ivpwdD04YlrrWWV1n84dB73V08ms2fxi0 +P5eXfmbzhyGupiLkLZs/DDOHpTy5R+aFQVGwQ5RH5ofB1HPv8gSyIAzivm9z +J7J//2G407Bp/Wc2fxgK915oK2Pzh8FGx6DwAJs/DJID369vZ/OHoSpl9KEd +7N9/WOf7/uWjveT6MNh+FO/MJbd03p/ntxMn2fdfOA7sSb3FPl964Tg++K7l +Mfb9F46ejdpxOez7LxzNvneL2fchwnHB6dS3ZHb+w7Gv9PwhMTv/4VBoDP74 +svPfef0uCTk27PyHY6j+/hnD2PzhcCq56fyNng9VOKZUDst9QlaHQz0kO6yK +/b6FY8M6bs9aclU4/olqa3/DPv/h4A44VKbF5g/Hz+PWLUPY/BF4fLfQkcvm +j0DPWq+jA9j8EXiw8fbsT3Q9iwiof+atPce+/yLwqvrbCRH7/EdgkdlUEzP2 ++Y/An713vr2i94UgAuGaC4JcsjICDdOM/T3J6REImffgqhlZFYGxKr2kPmR1 +BBYOP/aZfT9rIpBUdEveTq6KwJeuhYt+s9/7CLSoG4b0oP4tEXh5dMJdbTIn +EnN11eYc9v0XiW9f25xfsu//SDT9mhR4jGwRiacnPMp8yIjEwaUVs77Q94QX +iZtm1q3ryPxI8ErdWruRBZH4MH5s9RH6Hikjsatk+V/+7PcvEhzbEy9Gs9+/ +SHiqqwd0Zb9/kfi9b2bBMPb7F4n2QRk/2faqSGR7dH39mtYL9ZE4hWav8+SW +SMi2bUtYz65/oqCrvVXlTNaLwrrr5093J3OjEFs1IO8crUcsonBXff5CErs+ +iYJfslPpdDIvCukVOfP+o/UUv7O/OK84hyyIAs/MpZ8jWRmFa077bapp/ZMe +BdMPBpzFZFUUnh4NH3ib1kvqKNSaGg+bQ9ZEoW1txcVyWl9VRaHyYIm/K7ve +isKVA9nV/9J6rCUK3d88F68gc6IxZXPJkUlkvWhMvLHS6dkEyh+N3NjVeVvJ +FtEo+Lzgji0Z0eh58++iJlof86LxbcnJil3sejka4liXZDeyIBrv2jp29Ccr +o+HuO/KfN+MpfzSKH19Iv05WRWPcJeVANVkdDYPwxAPpZE00VupdMuaTq6LR +LNbUDSLXR4NzNrDjuBnlj8bJ5RsXGpE5Mejy6ekldr2vFwNVQZvx37Sf4sbA +rNfkCbW0/7OIwfGSt5mfaL+AGOjH+M3uQ+bF4PvprGYb2p/wY5B0WvfjGtpv +CGIQl30k5gvtR5QxWGb8e7uAnB6DzftqTvym/YsqBuee61zZQlbHYMPiKdcG +sfubGKS8/1mxjfaDVTGYknC96ReX8scgvvfi8jBySwyeF/8eXW1A+WPxnLey +2yKyXixuj+ldV0/nI9xY1G3b9CyZbBELPedXDTPIiMVy3d7du5B5sVgl7OZR +MJLyx+Kw2LXBnSyIhcUk59RHIyh/LJ6aJ0fNIafHYkz8rM1ZdH6gioVwzIk3 +Gtr/qmMROalYfWMo5Y9FfdVhkxLaj1fFovtxx+z9Qyh/LBxOWXusGUz5Y9Fc +ocqSDaL8cdj1ODV7M+239eLQU32x8fIAyh8Hu5ojN7hkizi4ay81yKbzF8Th +zvl3shFkXhzklmXrVP0ofxwkz/JnDScL4rD6WMKwzXqUPw5+RlWSu30pfxz2 +ClY6Tyer4rAk5XRlHp0PqOOQP9zUaQxZE4cZEcHVI8hVcRhs8fGLObm+8/rJ +hrMK+1D+OPRZHjFyMpkTj3E1jvcydSh/PJ6sCh31tDflj8ewWd38e5At4pFm +eTa3F51fIB7vm6Pe/qbzDV48yh03Z9X3pPzxmJP2w624B+WPh8fm0MvbulP+ +ePyuKiqK70b549FofWa6b1fKH4/KGWdOTu9C+eOx9Mn1Gns6f9LEo2yJaJ0/ +h/LHw+9rL78tHXTeFY+1h2pzH/xh3BKP4IeigdZkTgJm8ctr1b8Z6yUAp8r2 +2pG5CSh+uPbVw1+MLRLg4ls4UUZGArwWjDfoQ+Yl4MWYunPZP+m8LAG/Sgc/ +7k4WJODUjZSxPj/o/DIBob0CHuz4zjg9AZpFR1dcaKfzvAR4z3h47d03xuoE +eLptfa9L1iRg4+bS/CltjKsS8Gyifnd/Ov+sT0BSqMG9lXR+15IAu+FfR2/7 +QvkTYXYicX/mf5Q/EbtfFBUkf6b8iRCsX1sU1kL5E3Fp2M4J1p8ofyKmr1h4 +rk8z5U+E0YdwrdYPlD8Rlu+tnb6/p/yJeGk4t8KUrEzE02h3u83vKH8i/nYz +jjMkqxJhPyC8+OVbyp+IkTnPZl0laxIRYVpSW0KuSsT9LpukanJ9Io5tjG5N +J7ck4vqmX8ULyRwBZM31h140MdYW4IVTVoQLWU8A71v1pevfMNYXwPm+Wu8w +nY9yBXh9MEH6dwNjUwE+GAjtX7ym8RKgYtXNvT9eMbYWwPFZ4JaxZAigdeBL +UMxLxq4CmPjJg8tf0HgKcGJkntVYso8A5pf/a8iop/EVwC78e0PHc8ZRAsR8 +mjYkkiwQQPnwT/0NOh+XC/Dfifmxk8lKAf4UT7+a/5RxSqf7e2TPIKcLkDne +8sLHJ4yzBRgwdd2nRrJKgCD7pJn15PzO+5N82/OerBag94y/L7SRiwRodjSQ +stfTCPB2QKHuRXKlAHvGbBQuJVcJsKUisP+NfxnXCeB+b5BIh1zfOV7ukmdT +6Py6SQCOdk8z70c03wJ0y/10ZEMd43YB2m2Ch99+SPMvxPEhfq2TydpC3Hiz +6+3ZBzT/QrQkXlTPJ+sLoaXTo6K5luZfiIYCQWoW2VQIu2DR1NlkCyH43FST +LzU0/0Isb9nQ5wQZQuhGmDSKya5CrOuRlbqIzBNi9tVeBSD7CFFjUfbSicwX +wnrE3ENe5KjO6918lBBNFgiRuqC3QkqWCxHVVuGTSFYKcfknL34hOUWIHTs/ +De5DThfCcUdG3tH7NP9C9Hq1vMGErBKitqy2T1o1zb8Qc27azHl9j+ZfiLm2 +PwLsyEWdPpP36kgVzb8Q+d2K95mRKzvH+6D7n/t3af6FSJryi3eYXCdER5G8 +Wxa5XogTRW9lOeQmIZJH8e0byS1CDPHtcvczuV2INt+Frz6ROSJ4aYVGPyRr +i3CW8+ZsHllPhPiF7rqRZH0Rvm4VuHPJXBE8919695z+PcVUBHlDapiabCHC +JWPzbVlk687+glSrTDJEuK8+cOAQ2VWEfn8KTheTeSKkKLdnvyb7iHC49ZJ2 +M5kvgsl13o835CgRbJtkZ++RBSK42T1xOkWWd7bPbC5YS1aKUO6ZcWcxOUUE +l6z5C0eT00UYlsp9/OU2zb8IYbzSkdfJKhG61VpmppHzRbh7xmPMHLJahLgu +lmlfbtH8i3Bui8Oa/WSNCO3pfQRu5MrO9r6+W/TIVSIENwSlfKF/36oTYVza +gFt/yPUi7GzJSLGi3zd15vVp2bGZ3CKCg0W661dyuwjJQ/19+HR/HDFszvTN +LSRri2G/1nvDO7KeGE4rtGw/kfXFCJg52fgKmSvGH5PovyVkUzFS9Spt+pAt +xHj2NaNbDtW3FuO8zaYzbD6IUfJs9bZLlMdVjNKBwrvTyDwxqqLWbJpwg+Zf +jAnpB7YakflirLXxPDqCHCVGYd25p/3JAjHejrznxSHLO/Mctc9tuE7zL8aW +qz5fK8kpYoze9vxpATldjMzkK2NOkLPFWBgrf3uerBIjvaysqp6cL0Z+hNke +9n7UYgg3rr8WQi4Sw301Fh8ja8S4d+x98ltypRgn8zU5PpS/Soy2vXHjV7Hz +L0bz/Ynum9n5F2P98v2nWDeJIb96bsBGcosYuyLy77BuF2POsd7G28kcCdxe +Xh94nKwtwZjuA05Xk/UkGDXKWVeL5ktfgp3y5JoJZK4EUTqNE3hkUwlGNsU6 +h5AtJJhw5uXsYHb+O/3gX88F7PxLcGB1/HxzsqsEpXrPXvYk8ySI/Hea/ye6 +Hx8JXGtrbz8l8yXY1rol+Dk5SoLqHjWFbWRB5/22BZ8wouvJJajT/qETSFZK +MNuoW/MhckrneNTtq/tATpdgx+WXq63Y51+CQzFezezfu0oC7bHm99Ts8y9B +4+zacW/Z51+CN2btWob0PimSYLLdlG4BZI0EN3ctwhpypQSFlYfnXiJXSZAb +5HGqC/v+l0BUpvVjFvv+l2DuqowhEvb9L0FCtamOin3/SzBIx8ztEvv+l+Bw +oHHrv+z7X4qhmcMPst8DbSnwJesEh75HelJs+t/XwAFkfSnqf266y36vuFJM +nrmpmzPZVIrhaTm3o8kWUmgZHuNnkK2lmNJgtqqcDCl+zRsx6D+yqxS3dy4Y +bUzfS54UG0+q2heTfaQIirM8uIHMl8K2qveR8+QoKXZPcl/ZRhZI4WHXkWlL +32e5FEf1XhltIyul+L2s2rWZnCJFsu91tTd939OlWNEebnGN/f5L8XdFNGcq +rQ9UUnh6dhTuJud3jsesi0YdZLUUZRmPN9rReqioczxPHbsZQtZIkdL9+MkE +cqUUgUa+2WHkKik+PJF3mU+uk2LEc4sEM3K9FI4T1ujpkJukUF+0X9lO9Vuk +eKz1NqmN3C7FuuODMv9Hv+fIkFTyRDSNrC2DsujVYzlZTwb9s2mRd8j6MgT0 +rJk+mdaDXBkOj1EU/0U2leH+7FMyXVpPWshwL9ro/gqytQz95fkZjWTIENt3 +y+B5tD51leGv1ofOeWSeDFfeVbh2kH1kOP6n4eZiWt/yZZj7KnRRLjlKhjc2 +68K/kQUyuH/XnedM62O5DJ7l6qZ0slIGm5q6mTXkFBlEtxdq9aH1dboMp8UW +e63J2TJ8bSpo8CKrZDDb5XoznJwvw/KZ+6JjyWoZ+mTVHmRdJEP1LfW8OLJG +BvGtdHMxuVKG+moVdwO5qnP8TkyLOsKu/2W4Wr5FVMuu/2X4UPxBexDtF5pk +sDu/vSKE3NJ5vRN2B0rJ7TJEHp8ay6X9DScJ/jYx/0sjayfhRv2UwN9kvSRI +Nz3miGi/pJ+Eyw8cvjSSuUlYMK231If2W6ZJ+BwRPeES2SIJT//yO2ZA+zXr +zuvr3RoeT0YS3Moyh+STXZNwYYyBeRWZl4TrGxJ035B9knBRXjG3hd3/JeFm +QfVq1lFJ+F/XJaIPZEESMqZmmzSR5Z3tvhfjGsnKJOx36PjMtqck4dPZ5Dvs +9dKTcN7/insHOTsJW/qNPjeY9qOqpM7vh63AhpyfBPseaWUJZHUSXMsi6wrJ +RUkw/KhI16f9rqaz3uV+g7aTK5NwLSlDZxTtj6uSkJZZEFNErktCa4rfwCW0 +v65PgiCs56z35KYkhHmJp8fRfrylc363bvK/S27vvB6MzunS/p0jx93G31rj +yNpyfORt2T+WrCfH+3dPi3uQ9eXQvRLr8YCux5XjyIENyGH3/3L8TNswVEi2 +kEPSUf5hAdlajtr3r69akyHHltr6H1PJrnKEfv/2cjaZJ4eDlY5OMNlHDvus +lUPSyHw5dKIth1aQo+QIUx5K16b7Fcix30V434csl+Ns9839zpKVcuh9TjMc +QucbKZ1e823USnK6HNfDjxo/J2fL8WNIv35T6XxEJYe878u3MnK+HF2e3EIG +WS3HIMPePrvJRXLEnzPZvIqskWNoqaWfM7lSjtIRdqPaqV6VHDedk83/ItfJ +UTHdx9CJXC/HkweGe9soT5McBp+fmpSRWzqvZ2Zw5BC5XY7evdu35LHzr0DV +iq28K+z8K3Bw3cBfbnR9PQUu9074so89/1EgOS9m5XcyVwH/meNsA+j+TRVw +VUz/6yLZQgGbIaEWI+m8yVoBachoeTQZCtxbLSw5THZV4GrN8AmPyDwFvoyK +etxC9lHg+bb/vL+R+QpM3S2I/UyOUuCaQ82+V2SBAg1/m5dXk+UK7N5d8eIy +WalAxSavqGJyigLbMods/4ecroBx84CjbHu2AuO/6xdeIasUMJf+UNeR8xXQ +vj+rhb1ftQLO8XlFOnSeV6TAgPritWZkTWe9q9uPzCVXKvBneotvDLlKAYP2 +LO0t5DoFrB6Vdykg1ysQa6RyrCU3KdDBt1Jo0fliiwIli698nkRuV4DT5KS9 +hMxZhjZDrUlrydrLcD/kQ95Rst4yzLF/4HGDrL8MuqfWTnlF5i5D0Np/AlvJ +psuQvGT38I5O/x/Alzck + "]]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[0.006944444444444445], + AbsoluteThickness[1.6], LineBox[CompressedData[" +1:eJw92XlcjOv7B/BRIRSDJHtEEjFIWtCnRIvSvik1LdO+zNLMhCNDnELIIUJl +bMkeWbKkQcieiOyDOFlyyp4sv36v732NP/J6v+65n+v+PNc8M/fzzNDIVB+B +FofD+dX+5///p39LeoS2lS7ugP9Jbd9nfOPxXU1azM32C7f0/OAZrsP83f6f +aVcLLt3ryMzBi8fdBg/y68ysA/1H/w6Kuq/LrIvnBbu2bud3ZdbDmyfLOqv/ +68bMxa4b2v4Dlukz94KtSvuAt3EPZgM8fbL661k+l9kQe3TT02dZ9mQ2wr2S +J5cvd+3F3B9bQ693NW8gD4SLuniSQNWbeTC2d3W+H7/VgNkYnSbOMx+5uA/z +UGT13/N7pcCQeRgcMCM+y70vswli3vqZ6FoZMQ+HkYWTX9vQfswjsFF7y6pZ +3P7Mprhooe3wnDOAeSTO8v7z2/mJbIbj+gLlwsaBzKNQvKd1XOCzQczm6N5w +vrl//WDm0Zjz1TO+tHYI8xhMr/5r+cJYY2YLlB5zT0x+TR6LobZuS/rGDGUe +h0Ulo12SX5N5sJrjXR4VO+x/VvBw1dq97FMjM2c89CL2NBklmrDx8bj8iNe/ +pomZMwFB/gjsIxrOxifgjbHu5pefmTkTMb3twORJ80aw8Ym4K3japPObmWOJ +niYBq2ZnmrJxS9QZ9ars3mUkG5+EBQY3fzqsYVZMgnJbztyXfczYuBWmL7R9 +/66AWWGFVQeibvoMH8XGJ8P6rPcn/f3Mism4Y3r5Yi9LczZuDd1qv0UBZ5gV +1rAuiA256TSajdvArnLAydQbzAobjAx6tJUXMIaN22L4kZkFus+YFbbYOLsi +syXWgo3b4VNg2t5/m5kVdjD7ddfvzbyxbHwKxIfXXPuiNY6NT8HV1dcv6eUw +c6aiZNTs0I1deWx8Koa9FbSM9WTmTMNay1MPbq2j8Wn4NGh0RUY9jdtjfeuo +Ww6DxrNxezw57rNpSCQzB8g3qg8etJsZQLbBgfVT39PrgccxV8IXjZ/wP6uA +M4nJhU9lzBwHHPma8d7vDHP71XLiQKeahx0msvkOEPQJ3RrnzKxywKm4gUe+ +5jBzHMFze+G7sJYZjujz7MSXz30t2XxHuBQUnfGZy6xyxMECM7+125k50xFT +9aLi0L/MmI7sfwX9Do2ZxOZPh0XkwwW5ImbVdMyaX1Trf5yZ44QPsvWFWm3M +cMKQNR0nF9pbsflOWGqZcGbcUmaVE2RBueGXq5k5M6ClvWa9WH8ymz8D1/cY +vJ7mw6yYgdWc/6ZO3sismgHFze6RUY+ZOTOx6/z1+dVDrdn8mSg29rsZH8us +mAlDbvpKlwPMqpnYm97zY8QnZo4z8icbeO23sWHzndHgLckwUDArnHH6xfn3 +Cy8xq5xx4l5330t6tmy+C3K+yGyv+zDDBYpSE7U0n1nhAonnuX3HnjCrXIBf +sWdXDLNj811xZvG7qb9jmOEK9eexfYbsY1a4wniQ3s7fH5hVrui2y2/FoQlT +2Hw3vI2avm2mjBluWJkb0fHJSWaFGww5v5LW/mJWuWHessTcLIepbP4sFCw/ +4/xqGTNmoShveeONq8yKWZh+90bfudxpbP4sCDa2zN0ewMxxR7f4IreiQma4 +4+KzFaMdXjEr3PFmovvHBAt7Nr/99Sbo9F7KzPGA6yvutqyzzPBAUcNsi7+0 +weZ7IE+nTLJgJLPKA90ba3sNncXMmY2ibz4i3xRmzMa9XK2rWmtp/myUrPoV +bF5G82fDc0jDpVt3ab4nnG1feXT4SvM98f6De8kdQwc23xN1k87E8iczqzyx +s2P1l6pAZo4XBkaXy4alMxt7ocLrwT+F+czwgkI3VC/sJDPfC2M99n1a9ZCO +74VLR/qYB/1kVnrB0ap516vBjqyeF95EWO4LcmRWe+FK7+nLLsYwc7zx14OY +5FE5zMbeaBy5XSfyCDO8sVeZLhn1gJnvjU6OfRUD2q/7/9X3RoFV174XTZmV +3hDOqNI55c6s8sbghPLBJSJmtTdeOa7O4ucxc3xglDJx+L0TzMY+iHsovtrn +ATN80HIxYtXUVma+D8LujdWSGTmx+j4Inlj5pMmKWemDG3/dD73vx6zyQZnt +C7tYMbPaB9sdi4Lq1jBzfLHovvh92AFmY184faxpc73GDF/kXl+04s0bZr4v +EiqvOG/vMoPV98U7LaNLH8yZlb5wywxThc9mVvnC9OrpoDVpzGpfyEPsC78W +MnP8UDRmhdGGq8zGflhwfd+HFa3M8IO2t+m6n2YzWX0/6EyZueJCALPCD9t8 +vB4FLWZWth9vuL/aqoRZ5YcdW3ep8q4xq/2Q8dZpOOc9M8cf18Wmx/S6OrP6 +/rCfeHsMTJnhD675q6BODsx8f0xymVBxdA6zwh/l/a365UqYlf5wuWdiULuS +WeWPpj4OgoM7mNX++HdIp0+Bp5k5AUi7fNik8x2qH4CQvUP8td9R/QB0NK1z +LNN2YfUD0MEuq1vFIGZFAHRfVYe62zIrA9BwLMezIoRZFYAPuT6TA7KY1QH4 +3dCy9GA1MycQJwL4J6+YubL6gYj8WnX/2xJmBCLDOT43oYKZH4i6ng8PPmtg +VgTCvHhVnqO2G6sfCOePFgebBjKrAqHDnVByfyKzOhC7x61MbnVh5gRBPa37 +wvpQZuMg1Pd08lalMiMI2aqUfo8XM/ODoNs0eLnjOmZFEMz25174sYPqB2Hr +tMObfpVR/SB0zBwgsrxA9YPQ682XTOltqh+MlvyZV+c/pfrBmGTtePbGG6of +jO87ulpt+Uj1g3Fy7wuJ9zeqHwztAXdUqs9UPximOg5fQxqofjAm9Jforj5D +9YPRO/vu1h9Lqf4cPNLlLDAJo/pzcDakze6uB9Wfg5c/E+QCN6o/B+qL3fOW +0rhiDvStCg/296P6c3BBe05RPp1P1Rw4Xq2uHxZD9edgY5XlcUsh1Q9Bibfq +tHQ+1Q/Bbf7IlB20PoTg4wGzx0tXU/0QfNPZN+7lRqofAqt9TruXKql+CGya +EpzMSqh+CDyqHVwWH6T6Idhsp9SbSP3hhGK7uDjz5jGqHwqjY1+d75ERCvOG +mcW3j1D9UEQE7pEv2E/1Q6EnNlD30PQ/FG7//u6yjtanCsWLTWY3y1dS/VBs +EHXe4EzvJ85cBNsfvJswj+rPhe+qIamL0qj+XLi5R4R7iqn+XAxZpLwXSVbM +xZ8xNWMm0euVczFypMDXXU715+JsXvcB9guo/lwkvl6ddmwR1Q+DSWvW0Gg6 +38Zh6FXMde26nOqHYe8HO5+UVVQ/DDpLgsUha6l+GMb26mekXE/1w5Dj1LZf +X5M/DIfHHefPz6f6YahSjVlwkcwJx8Ljy4c8pdcbh+Pvxk0W1/KofjjSDEs7 +HPmH6odj0G5el3p6PyjCkThe5lKwguqH44exXVjc31Q/HP9yfZcWLKH64Si7 +26spU5Ofj6obh4JmLmTm8vF2MHQ/0Pky5sNl9JGgZDKPD/4osXQ3GXx0vDby +t/wvZi8+ZoXqFZXT8fh8ZF36oz+D6gn5sAmYNf+7gtbPR8+6e42HaX25fPh+ +vlXoT/1Q8tErIv5F1TLmUj623w+Z/0qTj4+lVRvyt2Ux1/BxLnOk/luymo8l +X7salpOb+egWcTukN5kTgUF1y87/pONzIyA1Hjphneb9EIHIXpZn39P6eBG4 +PkYrwIzev4hA9c+XcgHl84rAF11PpUqTPwIdCrqHedP5EUa03y9uiTOj86eI +QPNZQ54nXf+57fNLp/SqputBGQGnujvd1pBLI7DN9/7KzWRVBMp7GCY/JtdE +oP+O8dLpdDx1BEKKMuMryM0RiJ3lARuqz4kEx6v3zhIyNxJ37xbrc2i9xpEY +33v9bysyLxL36qSnZpIRiTEoesbT9D8Sy6ytNr2n4/EjMaxBPj+DLIxEJSes ++g2tRxGJOYklURM1+SPhEr3CJkKTPxK3bjzzm59O+SOxb9CleZma6zsSe2aW +1ObIKH8kSk/16VIopfyRqDGM9aiiz4fmSDzodsmzE5kTBc9blldTJJQ/CuNc +L8/RIhtH4fOXUN45+rzhRUFV+uJHMRlRuDbw2sO9ZK8oLKivFas0n1dReBsX +M+sBWRgFSW6i51vN51cUpPm5gjfk3CjUOa04eZusjMIw5TCrHeTSKDx9c7c8 +nKxqX49d9xhdck0UVgzbnVMkovxR+H51WAcTcnMUXno6ZWzQfP9EY5XvtDE/ +6PueGw1b28YAL7JxNEL1QicXplD+aJhOEI5uTKb80Zj7ISrXhuzV/vqkUVWb +kyh/NCo25ej0Iguj8aP5942tiZQ/Gl8q6x5OJ+dGY5fdpdrPCZQ/GsZXgn8p +aH5pNPT2NXUKoHqqaFxWNtaYkGuiwdEaMFCbrI4GDm/Rfkvzm6NhflI89i6Z +I0Du1Y+dT5C5AnSsc12cTTYWwDOnbacjmSfA3XE63g20Xghw3a32XxHZS4B5 +O/+784bWzxfgzq8yfS+yUIC2hMBlu+IpvwDNSU23m+IovwCHipoLeWSlACYn +rPLnxVJ+AbSq8nvX0X5CJUB9QqCWO7lGgHMvqipfCCi/AFU5R6zWkJsF2HLO +lu9K5sSgpfrfEZ3J3Bj8KWyIqoqm/DH4OORh9XwyLwZF87fYWZARgxMFg74/ +i6L8Meg+oL7TRjK//fXJfc38ycIYHG2T7uhPVsTg1KymPQ2RlL+9/vUx4/eR +lTHIGL2xm4BcGoNY/S4GXciqGHS8PLkuN4Lyx2C1syq9lU/5Y+BkHy1wJjfH +YFCfY8FZ4ZQ/FraVq7yv0P6PG4ubW9cHDtLsB9vHe8b1zJ9L+WPhIvmaP5qM +WBxVe85Q037PKxZWIy45HiTzY9Gj3m/HKrIwFmWjhi2QkxWx2PnPpdsx5NxY +fHpsciSIrIzFlIbz3VzIpbHIPO3YZqHZX8bC17elQJtcE4s901XicyGUPxaO +8eu/R5KbYzE0/3m/N3Mofxx+3WzWCSFz43A9692iqmDKH4c50tpZE8i8OMyc +nJF8IIjyx4H/IPzRZLJXHFaVd+t8PZDyx0HAudIQThbGYUfk0tJ3AZQ/Docn +LxTEk3Pj8OV99zq1P+WPQ7i9T304uTQOy0csM/pG+21VHKaZls8rI9fE4fWy +/qfzyer2PGs/rN1Kbo7Dwf5OtSfInHh0Pim5ep3MjYeZX8yDG2TjeBxcpxV2 +gMyLR2hlYlIMGfEQtny82eZL+eMxlP/TQUbmxyPpydILz30ofzzOb++kciMr +4vFtlejUaW/KH481pclVdmRlPBrOjXpyw4vyx+Pkz9yRIrIqHtz71fVDyTXx +wPvfxQ89KX887n9sCtlAbo7HrDkPBnuTOQnQW9KB14XMTcDCvXd/np1N+RMw +cd6fF2lkXgImCOzWjiUjAQlfMro20/2QVwIMeAszz5D57eN1Jo/Wk4UJOPvd +rH6+5v4pAVHNPXTDyLkJqDW4Y2xLViag+9vy/R3IpQlo+Nsy5KA75U/Ak7AJ +A+3JNQnAz7GZp2ZR/gSswUmzseTmBDhlaT/aS/dznETMP/P95lQyNxGzhyav +fOdK+RORt3CgrJTMS8TW3v3XKMhIxN/LV67wIHslYs7Lg4U9yPxEGExY01pJ +99vCRCgvhNrFkRXtx1sQdN+AnJuIfbP2ttU4U/729VX1Pr2NXJqIw912tCwi +qxIRttGmbC65JhGqtmudrcjqRIRmR2b8nkn5E+Hml3/pJJmThAvDM5ViMjcJ +R8++Tp9ENk5CoeHDW13JvCQEFHf+0zKD8ieht2PHPc/JXknoslMQdJ3MT8Kp +xC5XisnCJHiui7ONJyuSUNN6sXgQOTcJPyzyfK86Uf4kbBhjdV9OLk3CdKPQ +neZkVRK+/f4R3DCd8ifhqenY2E1kdRJCH9lHu5Kbk7CAY+r62ZHyJyPSN5JX +ROYm441lxnMPsnEyGuw7f+pM5iWj8sHnCz1A+ZPxLepb1GN7yp8Mv9t1d3aQ ++cnAorxNsWRhMkRrNi3kkRXJiBZaXOhAzk3Gdv1yk1fTKH8yet3c3viIXJoM +c6u7fZ6SVcngbnTIuk+uSYZe2dJ5KrI6GbPPVSxdQW5OhnY/nSZrMicFz0eW +XHg0lfKnQOJomLqcbJwC+8SUHD8yLwWciRf0p5CRghE8cxcvslcKNoRwUyRk +fgped/wQsJYsTMHjLZy9m8iKFFiv8krX1MtNgem+I3vjyMoUmCcmSqeTS1Pw +LTth2AiyKgU+Yedqe5JrUjDN/ndER7I6BU6j/3v1dQrlT0H6JO4cNZmTiu1t +8ZxKMjcVrZ0zE/PJxqko8RzmLSPzUmE6eFUgn4xU/L02ozCQ7NV+PKdqxwAy +PxXDLkys9SELU/Gh5Y32TLIiFREBsfctyLmpSLg88mYPsjIVu+s9nn21o/yp +GDpi4/MmsioVZqJJr9rINan4VL5m416yOhU2y8/vW21L+VMRtNGi/yEyRwj7 +MBwqJ+sKsWKG6Pd2MleI4Bpzs1SykRAfTJOcR5KNheCa/tXpkQ2zmRDyuxcP +bibzhNhj289XQrYWIuLPy2FJZAgR3jC3ZRnZRYi3/Sq1KsheQvzqr+PaleoF +CfEpannnGDJfiH6Vz7WryXFCNDzdrhxJ+YVCRL18zltEThei8tlJ98tkhRB/ +moX//SBnCxEwtfapoaYfQhxaPDWhPzlfiIq4Fbs7a/ojxFi37HMvaX6JEEcn +X+xwXNMvIb6b7//wN7lciMxtDv+FafonRB+h7oYZ5GohTM3cH0PTTyG2vum1 +yI9cL8TiHq98NXnUQnRpnjG0ktwoRMi91A26mve7EIl7+DxP8nchfhQhKUvz +/hfhTf/Ph/aSdUU4bGSne1JzPYiQ8+pHTjnZSIS9tis6lmmuDxFc86Z+1thM +hJ1HJw7XHJ8nQh+f4mXFZGsRDPaHPKrTXD8iLOg7sqUPXa8uIkyZtFwRq/k8 +EWHF8a7218hBIti+M7QFfX7x29evVTXqPDlOhKCGTJWz5vNWhE0eL+5cIaeL +YHOpdw97+vxWiPBeuEu0g5wtgvTU7ydfybkiZKRkz7N1oP6L0P2Ew6lksrJ9 +PQeLhavIJe3ny87yVR65VISwO8MXZ5HLRUiMPKCXSFa1n48/h7d6k6tFCFx/ +OHI2uUaEfk+KPA6R60UI72iw5BtZLULAjvwHwfT91ChCQ98q/VPkZhFk9W3+ +fen777sIg48ZnIkmc8SobJ2tX0bWFeO44vmtQfT9yhUjWVKTX0k2EkOutblm +G31fG4thPzHvfBntD8zEUB8d4XON9h88MV4cbtE7SvsbazEetA6d4KTZP4lR +kD3aJpXsIsadhnut7pr9lBhus6OiepGDxHDZ/7XvDzoeXwyHM1EPeTQeJ0bb +3It/HycLxdDR8qiNof1devt6Rx8I0KH9oEIMq85anaXkbDF2O3+vDSPnivGf +TbHyBc3PF+OMq2eUFVkpxu3Ywy93Ub0SMTYJDr+eRy4VY8GNB+ceksvFmPLk +F+8izVeJ8U/tbd1etH+tFsPOc9KuLNrv1oix+dcQp3e0364X45GhS70+7ffV +YnjtmqF+Qm4U47xEL3s23T80i9v3D2FNKeTv7euvCi+PIHMkONvRP0hzv6Er +QZ+ZJn9MyVwJpn/f76qxkQR/+o7JsSYbS7D+wrhh3mQzCX7pm05LIPMkOG4k +ef4X2VoCrQ9VXsvJkODx5f2TNpBdJOAdLtI6QvaSYNv03lEt5CAJhuZMfRBL +9098Cfqt/nftcLrfipNAmOu4cRzdnwkliDczuCak+8d0Cbr2L5rwUXP/KYGl +v9NYBd2/Zkvwcbzl1y90v5vbbsvFfSzp/jlfApPdUYWjNPfnEnzt0hzxkFwi +wQMfE/Mgej5QKoH9m2/BV8nlEsz/WGEcRM8XVBKsdBqe2Y+eR1RLcH2xe4se +Pa+okWCfoqPSkJ5v1EtQonO2vx49/1BLEKDcpX+Z3CjB+b92brWl5yvNEoTp +Xp2VRf4ugejE0YZTZE4argyPS8yl5zm6adh/csUFE3qexE2Dm26m/VZ6HmWU +hqdpWz1+0/Mu4zQohrcqDOh5olka6jM81hXT81VeGor1HMuy6HmudRpmps4P +OZZB/U+Djzzroeb3F5c0lFx0O/qLfs/wSkOMKPh6G/3+EZQGz5t3T58roP6n +IaB2rEUC/d4VlwYL42/2B+n3K2H7ejxTgr7Q74/paTAZnrAuo5b6n4aEV3cG +lqup/2l4tDfUDB+o/2nosqhfw8cf1P809B1+r62606z/WZkGQein6cd6Mpe0 +5xXOOJs7gLk0DTcttomHDGcuT4PX8C2X9oxmVqVhiXRu3oHxzNVp2Dyg9fB5 +K+aaNJTtrw7MGcdcn4bwgoHjxwxmVqfhcV12rKUJc2MafnGtZ0jMmJvTUBi4 +2/2jBfP39jzr7W3OTWTmSPFScnTMfzbMulJ8XL9uxBIwc6WQyRZwUpyZjaTY +zJmwd91sZmMpMkLqBFX+zGZSoKtB4JVQZp4Un8t6NKZEMVtLwU25jZx4ZkhR +GB3e3C2V2UWKtfzt0x9JmL3aj5+x/mWznDlICt2y9xddFjDzpeCXdWx8sZA5 +ToqEeTO/X17ELJRCVHGnV8/FzOlSlJrtmPyOrGh3QXf52iXM2VLUl4aPt89k +zpVifHyXpiFLmfOlON56aqPTMuq/FK1qp9/b/6b+SxFQH10xOJv6L8Vso60J +a5ZT/6XoGzVh2+MV1H8pXn8Mv9i6kvovxcAP9o/f5VD/pRCOFeVVraL+S/Fh +wt73+aup/1JYPTm3R76G+i+F/3rj2qhc6n97vlylvv9a6r8UQ1veukz9h/ov +Q7pN6y3uOuq/DG6Olb1vkbkyFCe8PbNoPfVfhkD3vPM2edR/Gb64cG/02UD9 +l6GXYVtX043UfxnaAv7+k5xP/ZfhaeHo7s83Uf9laPnxxTVsC/VfhjGLlvar +KKD+y9DU4eNfDwqp/zIIMh+G5hVR/2V4bu5YoSbHyTD7jm1iBVkog26ks489 +OV0G6zKXm9l0PIUM96aEpV+getkyRAcNG2NIzpVBZ/SfTgW0vnwZvAy9eXyy +Uoadfg/05pJLZFgnW8lZTC6VoX7O1NHHyeUyGIqz5W/JKhkqatrW9aF61TJk +TLUysyPXyHDH+3FjHLlehgsORtLDZHV7nqzJD0ZQnsb283+lbcctcrMMy/2u +/N5P+b/LcLJ0R3rpVuq/HF/HLdp/Xkn9l2N+iL3N5W3UfzmsL23rtGc79V+O +hVu6vwrYQf2Xg9toscF+J/Vfjp+x5q4baT5PjreZrkrN8azlqJDb9H5Nhhzi +j7eLf5Fd5Bgwb8fPHlTPS47VnT4vMSAHyVG5efEgzev5ciR5jKo8TY6TQ1r4 +WeRKFsrh8Wxd617Kly7H7iRtbgvlV8hh+nTwaUtythxuK5pM19L5ypVD78Ce +6wPJ+XL8Csno8prOr1KO9xX9fr0nl8jx49a0a6b0+lI5LHlfLi8jl8sRXPjW +5wdZJUfRPxcOpVP9ajmWmhs6tpFr5LgQ9LXfElp/vRzNRXm+XMqnliOQ93RZ +Sbv/D7jAbf8= + "]]}, + {RGBColor[0.922526, 0.385626, 0.209179], PointSize[0.006944444444444445], + AbsoluteThickness[1.6], LineBox[CompressedData[" +1:eJw92HlcjN37B/BBERUhSaRBepItEZWWT4pCaZE2LVNNNe2zlH2ZbFmikijr +CD1FKA+KLCNbCNkr22TNluxC+fV7fc9190e93q/Tua/zua+Zc5+ZQeFJ3pEd +eTxeVvuv//9LP+l6L7rnVnbE/6RyqGhoTe81RI252SGzc9aDe6vVmX86JAty ++n/50pmZhy4Htc7PE2owqyFo6flx0vquzBoozjtV9nqWJrMWrgyofPz4vhaz +Di5OGGgyK7g7cy9Yl336PfVND2Zd2By7aB54WodZD1839l54YXVPZn1MzPn7 +5qFvL2YDhJ7Q5m/5pzfzALieGS19+4s8EIXDt5lX1egy89HJKVJ/UFEf5kFI +ayo6+WK5HvNgiK+U7uwQ1pd5CG7bNRlFQp/ZGPojnX1+D+rHPBRB4Wa+h9UN +mE2wedfqR3HvyP8gZX2Pd/3v9Gc2xbR5J8YcODWAeRiCPOs2qxcaMpthwaA9 +VXo5A5mH45tZetGV5UbMI6BhZBunZsNnHonnOabJT4+QR6HHxuWucSMGMY+G +a9/VXjsKyOYweHvcKG7Q4P9Zbo7xTV8Lrm5n5o2B062RxUf0h7DxMShY26Qy +yGHmWWCS5r3fv3sas3ELmPbxF3pkMPPGwlBHr6K79lA2PhbjQmrDxq5j5o1D +bP8H8453NWHj4/Dsl6wyczUzzxI7e3t8OdnlHzZuiU3V+ZtGpjHzxqPhruKf +hs6mbHw8rmr9Dbixipk3ARYRqQebOg9j4xOwW99ksl0aM88KyhpL0fEuZmzc +CjOmL1f6rWbmWWP4Afch/K7D2bg15rl369djLTPPBoslcX+HaI5g4zbYatIg +Ck5n5k3EjKIh3ie0R7LxibCO2nzLMoOZZ4vFBj8339IZxcZt8aQiP23dRmae +HZ5dPfAtTHc0G7dDRcdRT702M/Ps8dg+bdEILXM2bg+1eJvb1u7MPAekq+1Y +4bGBxh3gsHaOR/xNGgeElvNvbNAZA0Z4L1515pgXsxwYsP/YCNVGZiXQ9b5N +uvZdZp4jOv4ZLrbrY8HmO+Lu1oMmSb7MckeU6Qzbv3sLs9IRE8YdaL1Ty8yb +hGeXr3TqbDCWzZ+Eg0ObTK1mM8snod4wa2PcdmblJHzcXBi9+zEzzwnfS/OK +6geOY/OdUNz21kRfwCx3gkfo2rrA3cxKJ1w6veD9nmfMPGc02GhGfR1iyeY7 +o1nPvNotklnujA9hpzUPFjArnVGuey5ft5GZNxnys87Plw0bz+ZPhtUOfp8f +sczyyXB8sdBSXMysnIyZtW7K9x+YeVNQUCTKjh09gc2fgqikoJZXYmb5FGR+ +ufMg5AizcgquK7d2uPmFmeeC04X98sZZWrH5LhCNFkWtn8Msd8H7TZN1a8uY +lS7Y6SwP0m1h5rkiuFRtqJONNZvvinf7N82LWsgsd4WVToBn6ilmpSsWD37t +tqWVmTcVubUX8ovtbdj8qXidXXf94lJm+VRoSyLLXiuZlVNh1VDVv2/HiWz+ +NFQvfdzH34kZ02C+9eLBgyuY5dOQZjm2V79LzMppsBEuK97axZbNn476843L +x0xlxnQYiFqNHq5llk+H+oDmC9nVzMrpeH3/5Uff7nZsvhvuax3JM/Jkhht2 +TY80bMxilrth+eKFO4ruMCvdYJC8+X1wH3s23x3PrdX4rb7McEfjlYYqeS6z +3B1ntos0X9QxK93xZ4mLsXF/BzZ/BrZ7luYjiBkzoBqbNWviDmb5DMRHLC/p +94RZOQPzH88dIO4BNt8DtseGS6tHM8MDc7oGh//jySz3QJq6wc9VYmalBz4l +tSz8lEnzPbHUu0vXhFJmvidO3LTt//cWXc8TR1Mz+hR/ZhZ4Inptfe2c3o7s ++p5I/twqEYxjVnji1cikp9GzmJWe+Gn6996aOcwqT9w52meDcgszzwtjI5qG +q51g5nshry2z8/R6Znhh6EkT/7W/mQVeeDPMrvr4gEmsvhcaPm3PvWjHrPBC +p8vfrh8MYVZ6oWTAs0LRUmaVF15K3/b/vIuZ541yv5H6U5XMfG/4DetzM0nF +DG+kCg+7xbXvM/+r740iUVL1ZD6z3BulriJJFzArvPHVtC37VCiz0hsDbawt +U5Yyq7wxqMehVY67mHkzoWd42MPiLDN/Joy1Mdb/KTNmYtWJ28cq/1L9mcg/ +nfdmCd+Z1Z8JjYuTGnMcmRUzsdygaaZmBLNyJgyGq5U9XMGsmol+wfb3/hQw +83wQPb5oReAVZr4Pmj+f06p7xwwf7H9eMcu3+2RW3wdnXvm7HTRnlvsgKqPV +6JQ3s8IHfS491Q1LZlb6YE7t2MtpOcwqH1RUmX8bfJyZNwsbX38RjLrPzJ+F +kz8UiYe+MWMWhh9UBB/WncLqz8LHXpW/ncYyy2ehuvrwzBVezIpZOPPp7Iv0 +JGblLJjczHVYsp5ZNQsr7/3YuOgAM88XlZvsJhy+wsz3xabLQwrRyAxfnKwP +6RHSxYXV94Vmk0tH63+Y5b5QxeprqLkyK3yht2OZ5F0Ms9IXOks39+++nlnl +i+8nK0YllDLz/MDHJrvG+8x8P6w3XGM0tJUZfphzaFnRriGurL4f0Na28vRU +ZrkfRpeNbvyYyKzwg/qhe0NubmRW+uHTXist42PMKj/Mv2WT9eIeM88f0QVC +/6HfmPn+kBULl2r1nsrq+yOtwyPdqtHMAn/YlnfZlDedWe6PR91+LN8exazw +xzXl2aK/cmalPyYlOI/5tZVZ5Y/PJr09zhxl5gUg5vLwQ8tuMPMDsKbOsMuq +RqofgIYW+SndTtNY/QCUtuzJ2DiQWR6AosKn99ZOZFYEoMrhgaAqkFkZgNN1 +yJQsZlYF4H7p+bTe+5h5gQiY+6PJ/Q4zPxBmQ89nRmpMZ/UD0fTcNsXPkVkQ +iL0fxhV9nMssD8QHO/O5lf8yKwLR/ER9rFkNszIQ/Vpfb838zKxqv17PLOUm +HTdWfzaMzySZpgxn5s/Gk1K9AdrOzJiNCUP1I1oCmQWzYfhhtGqjmFk+Gyv3 +LkoctpJZMRsLVmV0f5/LrJyNtD8r61sOMKtmI+vKnDThGaofhJ0G45Mta6h+ +EN4mvX6Z2ED1g9DxbM2+bp+pfhA6fIyvbe7gzuoHYdu1fkXNOsyKIOQavv9R +PJBZGQTBvujxQjNmVRA0/FNgZ8HMC8bQkEXTlpgz84Ohtdl4yk5NZgTjz6X0 +8PxUqh8MvVG6XRY4UP5gfHrc60P0eMofjK7jBufetaH8wThqv/LFbSfKH4w8 +DZOdyhmUPwSfvt9zyaL7yw/Bng17zlVGUf4QaCuv79eSUf0Q+AkXJ2Mp1Q/B +iOTrD63XUf0QbL+nXvJgM9UPwclOiGjZTfVD0DjLKWRxMdUPReOTnd3tjlP9 +UJxaq7O481mqH4rLqdeeb7lE9UOR5atzdFM11Q+FbkrftgzqnyIUalV/n/Ju +U/1QzNUPC/CjcVUorPmLHmtfo/oCXJuTPvPHOWYdAdYHuJaWHaP1CHDWqXR6 +y7/M5gKI3gapWrbS+gRY4Titek0ms6cAGYaxjpI1tF4BoiqEd7bQ61MswPXw +h+Pnr6D1C6Dn9PDhAhrPFGDJiVEWPVdTHgH6iOy1quj+lgjwTq/fFweqpxSg +YeqhrcNymGsEeOZiP2ISrU8lwJpvBts8dzE3C9DJ1SN98F7KH4bvu9bdXldI ++cMQN+7spgjqDz8MU+r+mK04TPnDwPt4R6utlPKHYdy7AVsD/qP8Ydj6Ks3z +AlkQBqOZh3PfHqH8Yag1LtnQgebLwyA289o9/BDlD4N+S+SDffspf3v9LSt1 +Kwsofxj6hbj8qM+n/GFY/Wb2A2fKVxMGx0O1rY7bKX8YPp7+VdKaR/nb60VO +v5xO+wMvvP358HhZ8xbKHw7nPU9n9KNxfji8mvo9fkM2D4cqxNrClut/OPJC +bvRu3Eb5w/H8Ec+uagflD0fA37tmp2h94nD8W272rYDeD/Jw/DyfVJ2wh/KH +Y5XTYsef1B9FOEbyFPYWXP5w/Mn++EubXo/K9vVnjUpeQa4JR3TcINdNZFU4 +DHuatYDcHA4buaJvNl2PF4E+Q+ub8vZR/giU3mq6HUf1+RFomvDn2hBan3kE +1NTnGD6m9SMC21717XlYQfkj0HJXMOAA5RVEwCo+IfnxTsofgSdRVtYzyPII +pHjszOhAzozAhvOxCd/p/ikiUH161Z2hNF4SAfM658DlZGUEMt7rVfC4/keg +TU2/WxZZFQGNKL+jw2l9zRG45VjmcY3ME+LioumiJMqjI4Tm2GdDutLriy/E +iOGGx7LJ5kL8nTzCXp3uB4ToNn/cbV+ypxCpLxJEqWSBEIUb+jUuI4uFiOtU +sTKYLBfC5NOWtr5c/4X4kLjuVwXVUwihYxwS6UMuEaI84d6vRlqvUgj1N2XB +cnKNELum6MTrc/utEKdDwquPcvmFuPE2Md2Xyx+J7Gl7ctTJOpFYLi3+eIXu +Hz8SoTFNh4rI5pG4Ky/vu4+MSFx70fPrcbJnJEacezStlut/JPRH5o5Uo+uL +I/En1DLViiyPhL9QekFGzozEB1fetCNkRSTUWjC1iVwSiaIbnbYP4vJH4sUh +9QOuXP5IHJ+3rSGcyx+JhuLudhJycyS+muRcTSbzovCkCy8sket/FMrDVzqE +kvlR+K9hf8oUsnkUjEXdP5hxr/8oJBkbaWuTPaPQq/y183taryAKsXszVl3h +8kfB7KPq0r9c/ijUa9ecWMflj8L3jTsOzOfyR+HMWkM/7v6UREHX4rXGXLIy +Cgtv/5y0glwThZHjT0/dQlZFYYG2UUgJ1/8o5Fxudr3O9T8aT9DfhFuvTjRs +/hzN6sblj0ZG47Btxlz+aOwJ7l9pxeWPxhEX55+TufzRuPzI8ep0siAaX2Iq +/KeSxdEweA8He27/i8aLUX7yseTMaHiVJlibkhXRSIGHQ09ySTRGKMQnO3D9 +j8akfctl37n87et/7mLL5VFFQ293x1wVlz8ay1eUzqjl8otwuyZv5mUuvwgG +UbuCuPvDF+Gv/HLNJbK5CE3Pvg07RoYIxj0+F+3i9j8RBngcMOH6IRDBRPO4 +KILrvwiPfBZYTeL6L4JXj7kDTbn+i2DkOfdlf67/IrhH2uUbcf0X4e7aomej +uP6LEKX+cje4/CI8MH6p5sblF+H3wIXnODeLYD4twtuZyx+Dd3nSxAlc/hjs +0utU2YfLHwOt50/79uLyx+DVrjXLunD5Y9Cp+Hm3Vu79H4Mqp/Otn7n3fwy2 +tc0wfMs9/2Lgm9XhewNZHoMZp3MduP0iMwauA3oZXyUrYtDxgdKf219KYrDe +hzeyjKyMgZui1mg7t//HwOF3v7ACbv+Pwe+6tt1buPNPDG471z1OJfNi4VUT +KYsn68TC4eCKBD9u/4uFS+VXOHH7XywWT1aYjeb2v1j8OFZ+24DLH4sJfzQs +1Ln8sch4OsHyI/f8i0V2nMX3Ou75FwuLb4+iL3PPv1h8G7E/4zhZEYv/QhLN +9nLPv1gECtfapHPPv1i86FW1Pp5cE4vVbZZNk8mqWOQlaej1JzfH4svHidlN +9HzlxSE0KdX3HFknDvdL+oVkk/lx6Pm9b0Yk2TwOVWm2R2zIiMPOvoO26JE9 +47A7fO6TX3T+EsQhsWz6nxdkcRyWPhXa3iDL47Dl473Xh8iZcViUe0q0jayI +Q27rodQIckkcytZOHmNKVsZBtrLvg490/qqJwznRieBzZFUc1FOSkxTk5ji4 +Hb4TmUPmxWNontXNPWSdePBMu0bsJfPjMdDm1J8Csnk8tnd9N3QfGfEI2Nyi +mced/+KR+nZ942KyIB4X76VP8iGL4/Fg7fIPRmR5PN52H932is6TmfFYdMBv +42GyIh7JPHvHxeSSeMyrW3TYk6yMx8N9N2+Zkmvice652Ss17vwfjzNL57p3 +JzfHQypNedeDzEvAWB3xgt90PtZJgF7bsb5NZH4Cojtezm4gmycgyMqKd4mM +BAxa3xSxm+yZgOT5AytSyIIE+FhczHEhixNQFxPi0J8sT8DzG1McPtP5OjMB +qePNnl8lKxKw/WWNZj65JAFaxyLup3Cf7xOw6lrbRBdyTQLW1ty3487vqgT0 +fLKpijvfNydAv3DguWoyLxGZOwe6FHPn/0TUJ+pfW0fmJ2LHTQOJiGyeiIx3 +uxMcyUjE6tIaQV+yZyIMs21t39LnX0Ei2s5velZGFrc79qhoEVmeiIfZWyvH +kTMTcSWgsL6BPs8pElHwrj53DbkkERf8HEwsycpETLAf5vlhE+VPhPy8t2UZ +WZWIgK8HtbPJzYkozG4NuptN+ZOgs6TbhRcbKX8SDK7ecHtF5ifBOqWx6i3Z +PAl/jpeu/kJGEtaXPnFuI3smoazznvAudH1BEr7pNDV0I4uTYGRUXaBOlieh +SnXf+zvNz0xCF6Wy7DFZkYTxr+rvV5JLknDh9FfLnWRlEh7V/lDOI9ck4cSI +s1dnkVVJmNUw0jeK3JyEtNWvAmeTeWIcvbyymxFZQ4xSCz9DTe5+iDE4lMdr +yWLWF0NcUHztFZkvRvkn/233yKZi2MUe0LxANhdjgdFKqxKylRghC9wn5ZIh +xpZ/IvcuILuKoVRrNfMje4rh/7IubjTZXwwbH1FIZ7JAjEvf93Z5St8HiMRo +6OXmWEEWi3H1euWGbeR5YmSeXd9dTpaLobmiqyKGvFoMw6P2QwLJme15dwlc +ZpJzxXjYq+i+D1khhmvwiuPc/xe2r+/+f0uCySVidPrcMZb7/3Ix3j/0+WTF +fX8hBn9J1L2u5CoxRvVJFlZnUD/FqOmTor6OXCvG5iJhvhdZJUbWLfcRw8iN +7ddvObFBl9zc3o+eGUN1yD/FSNh59nZvMk+C0qyAaj2yhgQRxU6h3LiOBCue +nnyvQdaX4Pfxcs/fG6j/EuztFDC+mWwqQf7wD5XvyOYSGF4rDmsiW0lQvq91 +61cyJGjxMQ8rJ7tKcPfp1rB7ZE8JBlb0KKsm+0sQoj23+DRZIMGRBy5j9pNF +Epw3Pns1hyyWINRaS5lKnifBhC0XHePJcgk63yw19CevluCjgdsIF3Jm+/2x +TZ9oQ85tnz9pyVpLskICl03OOdx4oQRZzZ06cvNLJBjvEhLvQy6XYOqNpRsD +yUoJvISX1GeSqyQ49Sx9mS25RoIL56cc7U+ulWD+ij2mLeup/xKcld5Re0xu +lCD75g/Ta+RmCfixkW/OkX9KYLrbI7KCzJOiJu/v21KyhhQrr1sV5ZN1pDC4 +ceHiBrK+FKGfik7OJ/Ol6KERezCKbCrFqnS3bF+yuRT+el0sXclWUsQPGnzd +mgwpHG3nvzAju0qhM6JgqxHZU4pDsQsb6tKp/1JMdS8bfZcskKLR4JHuHbJI +ivEewQdvk8VS3BUKpDfJ86To2D1h4yWyXApBd73kMvJqKfJb8ufuJWdKoZUw +eGkWObc9zw3NlGVkhRTTor+J55MLpfjguGZNCrlEihvhTWoycrkU1heqauPJ +Sin2fIkeICdXSeGXUO6bRK6RQry32CyQXCvFOc3JemPIqnYXWhRokBul8Og5 +48tT+r60WYpx0W/GXyH/lCJCrpV/isyT4e79VW+OkTVkiO58fMkhso4MvRuq +8xVkfRliB2TkppH5MmzYGRAcSTaV4enL+UvtyeYy+Hz+b0s/spUMXzsOufV7 +LfVfBu3nmnNekV1lEHbvuO4+2VMGk13nTlwi+8vQ0cQy4QhZIMPLTjOQSxbJ +EGa5Q7iALJYh6r/WwiDyPBnCRVfTHclyGaqWNAtMyatlyDhgeFqbnCmDU7x9 +6wf6PjtXBsnLdWOryAoZ+p+58mIPuVAG532GizLIJTLUDTuxKoVcLsOyNnlI +KFkpQ4+M6v7u5CoZ5j2sFI0n17Rff7PMoDe5VoaSl80nn9D346r2/nW2D9hK +bmxf39ecW9PJzTIszdk+6Hca9V+GzZNfWhwm85Jx9taV8jiyRjJsz1vXm5N1 +kvE079f6P6uo/8n4OinhSjWZnww9e5X7brJpMoy9VWdTyebJcKzydXel61kl +Y6Hp7b3qZCRju++KYR3Irsm4u6TUpjPZMxkFPxx3dCP7J2N3V/VWNbIgGX4n +f9V/oHqiZHzzPn20kixORsWRhrw08rxkGFppNU4my5NxM1WvWqPd/weD4NyI + + "]]}}, { + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[0.006944444444444445], + AbsoluteThickness[1.6]}, + {RGBColor[0.880722, 0.611041, 0.142051], PointSize[0.006944444444444445], + AbsoluteThickness[1.6]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[0.006944444444444445], + AbsoluteThickness[1.6]}, + {RGBColor[0.922526, 0.385626, 0.209179], PointSize[0.006944444444444445], + AbsoluteThickness[1.6]}}, { + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[0.006944444444444445], + AbsoluteThickness[1.6]}, + {RGBColor[0.880722, 0.611041, 0.142051], PointSize[0.006944444444444445], + AbsoluteThickness[1.6]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[0.006944444444444445], + AbsoluteThickness[1.6]}, + {RGBColor[0.922526, 0.385626, 0.209179], PointSize[0.006944444444444445], + AbsoluteThickness[ + 1.6]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}}, { + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[0.006944444444444445], + AbsoluteThickness[1.6]}, + {RGBColor[0.880722, 0.611041, 0.142051], PointSize[0.006944444444444445], + AbsoluteThickness[1.6]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[0.006944444444444445], + AbsoluteThickness[1.6]}, + {RGBColor[0.922526, 0.385626, 0.209179], PointSize[0.006944444444444445], + AbsoluteThickness[ + 1.6]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}}}, {{}, {}}}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->{True, True}, + AxesLabel->{None, None}, + AxesOrigin->{0, 0}, + DisplayFunction->Identity, + Frame->{{True, True}, {True, True}}, + FrameLabel->{{None, None}, {None, None}}, + FrameTicks->{{Automatic, Automatic}, {Automatic, Automatic}}, + GridLines->NCache[{{10}, {2 Pi}}, {{10}, {6.283185307179586}}], + GridLinesStyle->Directive[ + RGBColor[1, 0.5, 0], + Dashing[{Small, Small}], + Thickness[Large]], + ImageSize->Large, + Method->{ + "OptimizePlotMarkers" -> True, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}}, + PlotRange->{{0, 100}, {0, 58.392494256302655`}}, + PlotRangeClipping->True, + PlotRangePadding->{{0, 0}, { + Scaled[0.02], + Scaled[0.05]}}, + Ticks->{Automatic, Automatic}]], "Output", + CellChangeTimes->{{3.7840245244509993`*^9, 3.78402458298173*^9}, { + 3.784024681018528*^9, 3.784024724014717*^9}, 3.784024763657193*^9, + 3.784025128469058*^9, 3.7840286079645*^9, 3.784030682714657*^9, + 3.784030986859168*^9, 3.7840310517035103`*^9, 3.784031738942706*^9, + 3.784033066670073*^9, 3.784034753842865*^9, {3.784272235900868*^9, + 3.7842722630282393`*^9}, 3.7842749124056396`*^9, 3.7842750627494917`*^9, + 3.78427668215551*^9, 3.7843806023755198`*^9, 3.784451016499971*^9, + 3.784530397353044*^9, 3.784531929634606*^9, 3.78453235729887*^9, + 3.784884961499715*^9, 3.7849543519552813`*^9, 3.7854910723540783`*^9, + 3.78557716337705*^9, {3.7855772956804867`*^9, 3.785577315130979*^9}, + 3.785578623318103*^9, 3.78557900539783*^9, {3.785582413631228*^9, + 3.7855824216214457`*^9}, 3.7855868279154243`*^9, 3.7856511175069427`*^9, + 3.7856641873039217`*^9, 3.785664412783832*^9, 3.7874854392390957`*^9, + 3.7876386260384903`*^9, {3.787641005544148*^9, 3.787641012897567*^9}, + 3.790513992227169*^9, 3.790514195952261*^9, 3.790515738629047*^9, + 3.7905172311028357`*^9, 3.790517358478238*^9, 3.7905176112892027`*^9, + 3.7906748015614367`*^9, 3.790676823942395*^9, 3.790677332128187*^9, + 3.7906811050375443`*^9, 3.79068135550065*^9, 3.7906823915587473`*^9, + 3.790683494366438*^9, {3.7906838054275227`*^9, 3.790683813364122*^9}, + 3.790686931796153*^9, 3.79068796393581*^9, 3.7906886876827908`*^9, + 3.792737558455082*^9, 3.792738183632942*^9, 3.792741309549464*^9, + 3.7947184513028927`*^9, 3.794719765229661*^9, 3.794722835331677*^9, + 3.79472312441603*^9, 3.794724693465*^9, 3.794739966613367*^9, + 3.7948007130625143`*^9, 3.795926493678461*^9, 3.796351309024767*^9, + 3.7963549529113903`*^9, 3.796358314059081*^9, 3.796359716754693*^9, + 3.796363030766136*^9, 3.796364395606512*^9, 3.796541394435419*^9, + 3.7969894721500483`*^9, 3.796989671498329*^9, 3.796992598608364*^9, + 3.7970717449569407`*^9, 3.7971414868973722`*^9, 3.797155163020959*^9, + 3.799979555509055*^9, 3.799985812894738*^9, 3.799986286414846*^9, + 3.799986605201033*^9}, + CellLabel-> + "Out[746]=",ExpressionUUID->"57e4c28f-0223-41c2-9033-b5f87ba0cce6"] +}, Open ]], + +Cell[BoxData[ + RowBox[{ + RowBox[{"t0ampsdataall", "=", + RowBox[{"Table", "[", "\[IndentingNewLine]", + RowBox[{ + RowBox[{ + RowBox[{"data", "=", + RowBox[{"Select", "[", + RowBox[{ + RowBox[{"mysxscase22modeRD0sh", "[", + RowBox[{"[", + RowBox[{"index", ",", "j"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", "i"}], "&"}]}], + "]"}]}], ";", "\[IndentingNewLine]", + RowBox[{"ansl", "=", + RowBox[{"ansall", "[", + RowBox[{"[", + RowBox[{"index", ",", "j"}], "]"}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"cfit", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"data", ",", "ansl", ",", + RowBox[{"{", + RowBox[{"x0", ",", "x1", ",", "xm0", ",", "xm1"}], "}"}], ",", + "t"}], "]"}]}], ";", "\[IndentingNewLine]", + RowBox[{"amps", "=", + RowBox[{ + RowBox[{"{", + RowBox[{"x0", ",", "x1", ",", "xm0", ",", "xm1"}], "}"}], "/.", + RowBox[{"cfit", "[", "\"\<BestFitParameters\>\"", "]"}]}]}], ";", + "\[IndentingNewLine]", "\[IndentingNewLine]", + RowBox[{"{", + RowBox[{"i", ",", "amps"}], "}"}]}], ",", + RowBox[{"{", + RowBox[{"index", ",", + RowBox[{"Length", "@", "tag"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"j", ",", + RowBox[{"Length", "@", "modes"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"i", ",", "0", ",", "100"}], "}"}]}], "]"}]}], ";"}]], "Input", + CellChangeTimes->{{3.780651215350163*^9, 3.780651313546767*^9}, { + 3.780651366789349*^9, 3.7806514272776327`*^9}, {3.7806515983677473`*^9, + 3.780651598538396*^9}, {3.780651790479979*^9, 3.7806517908408337`*^9}, { + 3.780658216935227*^9, 3.780658305258608*^9}, 3.7806603184820547`*^9, { + 3.780662324798668*^9, 3.780662347922201*^9}, {3.780662574847891*^9, + 3.7806625914564657`*^9}, {3.780808669521875*^9, 3.780808760944168*^9}, { + 3.780808792482709*^9, 3.780808838177062*^9}, {3.780808891406556*^9, + 3.780808902480772*^9}, {3.7808089430189466`*^9, 3.780808946972209*^9}, + 3.780809057392706*^9, {3.780809107939711*^9, 3.780809141367982*^9}, { + 3.781855605567459*^9, 3.781855610847719*^9}, {3.781855754012388*^9, + 3.781855755208273*^9}, {3.781855819643965*^9, 3.7818558224902*^9}, { + 3.783325822874749*^9, 3.783325858130108*^9}, {3.7833271885686903`*^9, + 3.7833271887325287`*^9}, {3.783331448057081*^9, 3.7833314489690647`*^9}, { + 3.7833314827321777`*^9, 3.7833315017241983`*^9}, {3.783331550962682*^9, + 3.783331575836596*^9}, {3.783331606902872*^9, 3.78333160877241*^9}, { + 3.783331658291823*^9, 3.783331664732849*^9}, {3.783331732186399*^9, + 3.783331773697101*^9}, {3.783331866669449*^9, 3.7833318741751347`*^9}, { + 3.783332005549807*^9, 3.7833320416290894`*^9}, {3.783332107820417*^9, + 3.783332121214839*^9}, {3.783332153772459*^9, 3.783332157384798*^9}, { + 3.783332300264325*^9, 3.78333230652602*^9}, {3.78333234928224*^9, + 3.78333235255939*^9}, {3.783332553375717*^9, 3.783332553608099*^9}, { + 3.7840077871681433`*^9, 3.784007839641217*^9}, {3.7840078896502028`*^9, + 3.784007897789222*^9}, 3.784010873133605*^9, {3.784011007367366*^9, + 3.784011011798514*^9}, {3.784016830798374*^9, 3.784016854851472*^9}, { + 3.7840171064244337`*^9, 3.78401710821238*^9}, {3.7840173116629*^9, + 3.784017323286153*^9}, {3.7840221428207006`*^9, 3.784022146414266*^9}, { + 3.78402221725004*^9, 3.784022217504258*^9}, {3.784022278205883*^9, + 3.7840222927818213`*^9}, {3.7840231774379377`*^9, 3.784023205089924*^9}, { + 3.7840232497374353`*^9, 3.7840232524367123`*^9}, 3.784023283244182*^9, { + 3.78402481064734*^9, 3.784024811226666*^9}, {3.784024995905851*^9, + 3.7840249972110357`*^9}, {3.784025090922542*^9, 3.784025093742702*^9}, { + 3.784025136846437*^9, 3.78402517442352*^9}, {3.7840286139906893`*^9, + 3.784028615074128*^9}, {3.784028736387385*^9, 3.784028739286831*^9}, { + 3.784028914775527*^9, 3.784028916774022*^9}, {3.784028955123665*^9, + 3.784028975311419*^9}, {3.7840306785395527`*^9, 3.784030679247593*^9}, { + 3.784033370996297*^9, 3.784033375602744*^9}, {3.7840347579018183`*^9, + 3.784034770020143*^9}, 3.7842749467334948`*^9, {3.785577319304596*^9, + 3.7855773208715277`*^9}, {3.785582429473043*^9, 3.785582434442622*^9}}, + CellLabel-> + "In[747]:=",ExpressionUUID->"bf89ffcd-ce7f-4f15-9fc8-12eb7f3ba3ec"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"t0ampsdataalltest", "=", + RowBox[{"Table", "[", "\[IndentingNewLine]", + RowBox[{ + RowBox[{ + RowBox[{"data", "=", + RowBox[{"Select", "[", + RowBox[{ + RowBox[{"mysxscase22modeRD0sh", "[", + RowBox[{"[", + RowBox[{"index", ",", "j"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", "i"}], "&"}]}], + "]"}]}], ";", "\[IndentingNewLine]", + RowBox[{"ansl", "=", + RowBox[{"ansall", "[", + RowBox[{"[", + RowBox[{"index", ",", "j"}], "]"}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"cfit", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"data", ",", "ansl", ",", + RowBox[{"{", + RowBox[{"x0", ",", "xm0", ",", "x1", ",", "xm1"}], "}"}], ",", + "t"}], "]"}]}], ";", "\[IndentingNewLine]", + RowBox[{"cfitn", "=", + RowBox[{"Normal", "@", "cfit"}]}], ";", "\[IndentingNewLine]", + RowBox[{"amps", "=", + RowBox[{ + RowBox[{"{", + RowBox[{"x0", ",", "x1", ",", "xm0", ",", "xm1"}], "}"}], "/.", + RowBox[{"cfit", "[", "\"\<BestFitParameters\>\"", "]"}]}]}], ";", + "\[IndentingNewLine]", "\[IndentingNewLine]", + RowBox[{"{", + RowBox[{"i", ",", "amps", ",", "cfitn"}], "}"}]}], ",", + RowBox[{"{", + RowBox[{"index", ",", + RowBox[{"Length", "@", "tag"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"j", ",", + RowBox[{"Length", "@", "modes"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"i", ",", "tfit", ",", "tfit"}], "}"}]}], "]"}]}], + ";"}]], "Input", + CellChangeTimes->{{3.780651215350163*^9, 3.780651313546767*^9}, { + 3.780651366789349*^9, 3.7806514272776327`*^9}, {3.7806515983677473`*^9, + 3.780651598538396*^9}, {3.780651790479979*^9, 3.7806517908408337`*^9}, { + 3.780658216935227*^9, 3.780658305258608*^9}, 3.7806603184820547`*^9, { + 3.780662324798668*^9, 3.780662347922201*^9}, {3.780662574847891*^9, + 3.7806625914564657`*^9}, {3.780808669521875*^9, 3.780808760944168*^9}, { + 3.780808792482709*^9, 3.780808838177062*^9}, {3.780808891406556*^9, + 3.780808902480772*^9}, {3.7808089430189466`*^9, 3.780808946972209*^9}, + 3.780809057392706*^9, {3.780809107939711*^9, 3.780809141367982*^9}, { + 3.781855605567459*^9, 3.781855610847719*^9}, {3.781855754012388*^9, + 3.781855755208273*^9}, {3.781855819643965*^9, 3.7818558224902*^9}, { + 3.783325822874749*^9, 3.783325858130108*^9}, {3.7833271885686903`*^9, + 3.7833271887325287`*^9}, {3.783331448057081*^9, 3.7833314489690647`*^9}, { + 3.7833314827321777`*^9, 3.7833315017241983`*^9}, {3.783331550962682*^9, + 3.783331575836596*^9}, {3.783331606902872*^9, 3.78333160877241*^9}, { + 3.783331658291823*^9, 3.783331664732849*^9}, {3.783331732186399*^9, + 3.783331773697101*^9}, {3.783331866669449*^9, 3.7833318741751347`*^9}, { + 3.783332005549807*^9, 3.7833320416290894`*^9}, {3.783332107820417*^9, + 3.783332121214839*^9}, {3.783332153772459*^9, 3.783332157384798*^9}, { + 3.783332300264325*^9, 3.78333230652602*^9}, {3.78333234928224*^9, + 3.78333235255939*^9}, {3.783332553375717*^9, 3.783332553608099*^9}, { + 3.7840077871681433`*^9, 3.784007839641217*^9}, {3.7840078896502028`*^9, + 3.784007897789222*^9}, 3.784010873133605*^9, {3.784011007367366*^9, + 3.784011011798514*^9}, {3.784016830798374*^9, 3.784016854851472*^9}, { + 3.7840171064244337`*^9, 3.78401710821238*^9}, {3.7840173116629*^9, + 3.784017323286153*^9}, {3.7840221428207006`*^9, 3.784022146414266*^9}, { + 3.78402221725004*^9, 3.784022217504258*^9}, {3.784022278205883*^9, + 3.7840222927818213`*^9}, {3.7840231774379377`*^9, 3.784023205089924*^9}, { + 3.7840232497374353`*^9, 3.7840232524367123`*^9}, 3.784023283244182*^9, { + 3.78402481064734*^9, 3.784024811226666*^9}, {3.784024995905851*^9, + 3.7840249972110357`*^9}, {3.784025090922542*^9, 3.784025093742702*^9}, { + 3.784025136846437*^9, 3.78402517442352*^9}, {3.7840286139906893`*^9, + 3.784028615074128*^9}, {3.784028736387385*^9, 3.784028739286831*^9}, { + 3.784028914775527*^9, 3.784028916774022*^9}, {3.784028955123665*^9, + 3.784028975311419*^9}, {3.7840306785395527`*^9, 3.784030679247593*^9}, { + 3.784031882249075*^9, 3.784031884275895*^9}, {3.7840331417593822`*^9, + 3.784033143540248*^9}, {3.784033183322991*^9, 3.7840332104594393`*^9}, { + 3.784033272004767*^9, 3.784033278104743*^9}, {3.7840333875231*^9, + 3.7840333879664516`*^9}, {3.78403477375677*^9, 3.7840347765696783`*^9}, { + 3.784530434421341*^9, 3.7845304545884867`*^9}, {3.78453135318512*^9, + 3.784531356616973*^9}, {3.784531437697427*^9, 3.784531438118718*^9}, + 3.784536065304461*^9, {3.785491102864192*^9, 3.785491106271503*^9}, { + 3.785577325754668*^9, 3.785577327432519*^9}, 3.785582437737739*^9, { + 3.785592234282557*^9, 3.785592238283396*^9}}, + CellLabel-> + "In[748]:=",ExpressionUUID->"26b208b1-1a3d-4848-b9c4-2cf1c266a26f"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"amps0", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"Select", "[", + RowBox[{ + RowBox[{"(", + RowBox[{"Abs", "/@", + RowBox[{"(", + RowBox[{"t0ampsdataall", "[", + RowBox[{"[", + RowBox[{"i", ",", "j"}], "]"}], "]"}], ")"}]}], ")"}], ",", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", "tfit"}], "&"}], + ",", "1"}], "]"}], "[", + RowBox[{"[", + RowBox[{"1", ",", "2"}], "]"}], "]"}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Length", "@", "tag"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"j", ",", + RowBox[{"Length", "@", "modes"}]}], "}"}]}], "]"}]}]], "Input", + CellChangeTimes->{{3.783333106965568*^9, 3.783333230583198*^9}, { + 3.784025101921546*^9, 3.78402510350347*^9}, {3.784025186166597*^9, + 3.7840251867830343`*^9}, {3.784028987595746*^9, 3.784029015770508*^9}, + 3.78402909372046*^9, 3.784031777018941*^9, 3.7845321562709293`*^9, { + 3.785577347297008*^9, 3.7855773488394957`*^9}, {3.790674967380027*^9, + 3.790674978712844*^9}, {3.790676244575658*^9, 3.790676248511973*^9}, { + 3.794722790487301*^9, 3.794722790927064*^9}}, + CellLabel-> + "In[749]:=",ExpressionUUID->"d30930ea-8939-41fe-a522-9b21158d5e8a"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.408088274232653`", ",", "0.21008649720620587`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "8.273721007170381`*^-9", ",", "2.2108057892163356`*^-8", ",", "0.`", + ",", "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "3.953014860035085`*^-8", ",", "5.611471862713039`*^-8", ",", "0.`", + ",", "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.4068861697266341`", ",", "0.2126479283785071`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "2.1497621566512007`*^-8", ",", "3.054992808029412`*^-8", ",", "0.`", + ",", "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "2.9696676355429143`*^-8", ",", "4.750353707154813`*^-8", ",", "0.`", + ",", "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.41693365549698386`", ",", "0.2253290426532742`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.017722675639049685`", ",", "0.011905797731856226`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.02692576857186315`", ",", "0.019775950400837055`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.4063716212777391`", ",", "0.21590671996038424`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.03142299882630039`", ",", "0.020933054621464293`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.045161293524772536`", ",", "0.03267234191259899`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.372637282108936`", ",", "0.1797775956149321`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.04257868589969555`", ",", "0.027312288903361626`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.061545540712550764`", ",", "0.0410366803134142`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.3594742036846583`", ",", "0.16777421828829744`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.04726503253667296`", ",", "0.029771697958475778`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.0664630250333324`", ",", "0.04301876129279452`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.3479741213417502`", ",", "0.16172375461701338`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.054867543185370155`", ",", "0.035887584594542034`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.07383339552018006`", ",", "0.049226167907754484`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.3276593030801948`", ",", "0.14455770709176505`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.055954870426808107`", ",", "0.03506977770134479`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.06785560100120498`", ",", "0.0384007291940137`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.3362661648619664`", ",", "0.15237996609589952`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.058704793228346965`", ",", "0.03691562592745995`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.0760576138244363`", ",", "0.047783811632026676`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.3112777625772452`", ",", "0.13732486814206515`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.06386235400525611`", ",", "0.04100711411084147`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.07868238587241792`", ",", "0.04640973727276665`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.3094671697172154`", ",", "0.1350277832362993`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.06379396741545508`", ",", "0.04074772130414191`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.08107911814120429`", ",", "0.050134544135596024`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.27887316675688023`", ",", "0.11435266741128494`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.06518469563101725`", ",", "0.04052056825066455`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.08456271367712057`", ",", "0.04510957302136955`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.263328523635293`", ",", "0.10833296783882773`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.06716710872525597`", ",", "0.042767162116436115`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.07956918260565855`", ",", "0.045922818022573725`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.2592036827193398`", ",", "0.10391873593872686`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.06556930081203467`", ",", "0.0408997526199504`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.0783762903571671`", ",", "0.04411215741742628`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.22843209671442616`", ",", "0.0914589206381056`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.06546407039012979`", ",", "0.04233037771440651`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.07378230838914594`", ",", "0.041307952422556596`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.21679374934231876`", ",", "0.08698114307254674`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.06545335677590614`", ",", "0.043031971335041844`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.07204124585821461`", ",", "0.041186868624473086`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.20080691846144577`", ",", "0.07734936938629325`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.063736203400003`", ",", "0.04052163098903322`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.0685959041725525`", ",", "0.036143709139626695`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.1992841695914508`", ",", "0.07644453538882716`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.06294626320996759`", ",", "0.040238782023902075`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.06862168414514287`", ",", "0.03719086648348537`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.17629698679963307`", ",", "0.06595576686251496`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.058691841423530566`", ",", "0.0372170279873006`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.06279062384218159`", ",", "0.03330493441191795`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.1585072194744098`", ",", "0.06024734385970166`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.05615142564899448`", ",", "0.03680553733908284`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.0581625666246294`", ",", "0.030847355072490767`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.14681351168740756`", ",", "0.05476323787499619`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.05339547813924839`", ",", "0.03482316749766182`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.054677987535809935`", ",", "0.02871396732335552`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.13530191195094673`", ",", "0.050548981202139964`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.050874682340201316`", ",", "0.033304288323011126`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.05105363845684531`", ",", "0.02644900510430934`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}]}], "}"}]], "Output", + CellChangeTimes->{3.79068137786371*^9, 3.790682413608758*^9, + 3.790683517366431*^9, 3.790683836951915*^9, 3.790686955724434*^9, + 3.7906879903984623`*^9, 3.7906887106639023`*^9, 3.792737623388558*^9, + 3.792738252778569*^9, 3.792741375797447*^9, 3.794718521830323*^9, + 3.794719830712084*^9, 3.7947229082293863`*^9, 3.794723198350258*^9, + 3.794724765529405*^9, 3.794740031512253*^9, 3.794800785109762*^9, + 3.7959265699922123`*^9, 3.7960932426412477`*^9, 3.7963513809826183`*^9, + 3.7963550205406113`*^9, 3.7963583838705378`*^9, 3.796359787106532*^9, + 3.796363157827181*^9, 3.796364469086423*^9, 3.7965414207848873`*^9, + 3.796989492787735*^9, 3.796989690661009*^9, 3.796992621491675*^9, + 3.797071763692505*^9, 3.7971415053170843`*^9, 3.797155181570364*^9, + 3.799979575955818*^9, 3.799985830670372*^9, 3.799986306763879*^9, + 3.799986623581904*^9}, + CellLabel-> + "Out[749]=",ExpressionUUID->"e0eed536-318d-4934-afb8-ac2cb3274eff"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{ + RowBox[{"{", + RowBox[{ + "a220d", ",", "a221d", ",", "a210d", ",", "a211d", ",", "a330d", ",", + "a331d"}], "}"}], "=", + RowBox[{"{", + RowBox[{ + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{"q", ",", + RowBox[{"amps0", "[", + RowBox[{"[", + RowBox[{"All", ",", "1", ",", "1"}], "]"}], "]"}]}], "}"}], "]"}], + ",", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{"q", ",", + RowBox[{"amps0", "[", + RowBox[{"[", + RowBox[{"All", ",", "1", ",", "2"}], "]"}], "]"}]}], "}"}], "]"}], + ",", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{"q", ",", + RowBox[{"amps0", "[", + RowBox[{"[", + RowBox[{"All", ",", "2", ",", "1"}], "]"}], "]"}]}], "}"}], "]"}], + ",", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{"q", ",", + RowBox[{"amps0", "[", + RowBox[{"[", + RowBox[{"All", ",", "2", ",", "2"}], "]"}], "]"}]}], "}"}], "]"}], + ",", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{"q", ",", + RowBox[{"amps0", "[", + RowBox[{"[", + RowBox[{"All", ",", "3", ",", "1"}], "]"}], "]"}]}], "}"}], "]"}], + ",", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{"q", ",", + RowBox[{"amps0", "[", + RowBox[{"[", + RowBox[{"All", ",", "3", ",", "2"}], "]"}], "]"}]}], "}"}], "]"}]}], + "}"}]}]], "Input", + CellChangeTimes->{{3.784272571897203*^9, 3.784272577438798*^9}, { + 3.784272651671088*^9, 3.7842726710393877`*^9}, {3.784272866383521*^9, + 3.7842728726741467`*^9}, {3.784273265686363*^9, 3.7842732659014177`*^9}, { + 3.7842734815283537`*^9, 3.784273519628274*^9}, {3.7842739571675167`*^9, + 3.784273957379277*^9}, {3.7855773676583843`*^9, 3.785577381246747*^9}, { + 3.785577504936261*^9, 3.78557750982178*^9}, {3.790674994518148*^9, + 3.790675039982389*^9}, {3.790675077013232*^9, 3.79067507817874*^9}, { + 3.79472280129893*^9, 3.794722808010045*^9}}, + CellLabel-> + "In[750]:=",ExpressionUUID->"70f0013c-c00a-46dd-a88d-ac7ea924aaa5"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"1.0000000000219882`", ",", "0.408088274232653`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"1.00000000065748`", ",", "0.4068861697266341`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.2499999999563618`", ",", "0.41693365549698386`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.50000000135873`", ",", "0.4063716212777391`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.8319999939041451`", ",", "0.372637282108936`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"2.000000008168811`", ",", "0.3594742036846583`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"2.316250021748751`", ",", "0.3479741213417502`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"2.499999999443726`", ",", "0.3276593030801948`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"2.507499950534875`", ",", "0.3362661648619664`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"3.0000000003832885`", ",", "0.3112777625772452`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.0000000231065527`", ",", "0.3094671697172154`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.5000000002660014`", ",", "0.27887316675688023`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.9999994979214204`", ",", "0.263328523635293`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"3.999999999948023`", ",", "0.2592036827193398`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"5.000000001639428`", ",", "0.22843209671442616`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.499999996466635`", ",", "0.21679374934231876`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.9999655587359095`", ",", "0.20080691846144577`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"6.000000135581913`", ",", "0.1992841695914508`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"7.00000000009168`", ",", "0.17629698679963307`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"8.267499999941885`", ",", "0.1585072194744098`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"9.000000002972772`", ",", "0.14681351168740756`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.999999991187163`", ",", "0.13530191195094673`"}], "}"}]}], + "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"1.0000000000219882`", ",", "0.21008649720620587`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.00000000065748`", ",", "0.2126479283785071`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.2499999999563618`", ",", "0.2253290426532742`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.50000000135873`", ",", "0.21590671996038424`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"1.8319999939041451`", ",", "0.1797775956149321`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.000000008168811`", ",", "0.16777421828829744`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.316250021748751`", ",", "0.16172375461701338`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.499999999443726`", ",", "0.14455770709176505`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.507499950534875`", ",", "0.15237996609589952`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.0000000003832885`", ",", "0.13732486814206515`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.0000000231065527`", ",", "0.1350277832362993`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.5000000002660014`", ",", "0.11435266741128494`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.9999994979214204`", ",", "0.10833296783882773`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.999999999948023`", ",", "0.10391873593872686`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.000000001639428`", ",", "0.0914589206381056`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"5.499999996466635`", ",", "0.08698114307254674`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.9999655587359095`", ",", "0.07734936938629325`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"6.000000135581913`", ",", "0.07644453538882716`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"7.00000000009168`", ",", "0.06595576686251496`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"8.267499999941885`", ",", "0.06024734385970166`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.000000002972772`", ",", "0.05476323787499619`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.999999991187163`", ",", "0.050548981202139964`"}], "}"}]}], + "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"1.0000000000219882`", ",", "8.273721007170381`*^-9"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.00000000065748`", ",", "2.1497621566512007`*^-8"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.2499999999563618`", ",", "0.017722675639049685`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.50000000135873`", ",", "0.03142299882630039`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"1.8319999939041451`", ",", "0.04257868589969555`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"2.000000008168811`", ",", "0.04726503253667296`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.316250021748751`", ",", "0.054867543185370155`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"2.499999999443726`", ",", "0.055954870426808107`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"2.507499950534875`", ",", "0.058704793228346965`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.0000000003832885`", ",", "0.06386235400525611`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.0000000231065527`", ",", "0.06379396741545508`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.5000000002660014`", ",", "0.06518469563101725`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.9999994979214204`", ",", "0.06716710872525597`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.999999999948023`", ",", "0.06556930081203467`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.000000001639428`", ",", "0.06546407039012979`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.499999996466635`", ",", "0.06545335677590614`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.9999655587359095`", ",", "0.063736203400003`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"6.000000135581913`", ",", "0.06294626320996759`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"7.00000000009168`", ",", "0.058691841423530566`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"8.267499999941885`", ",", "0.05615142564899448`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.000000002972772`", ",", "0.05339547813924839`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.999999991187163`", ",", "0.050874682340201316`"}], "}"}]}], + "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"1.0000000000219882`", ",", "2.2108057892163356`*^-8"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.00000000065748`", ",", "3.054992808029412`*^-8"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.2499999999563618`", ",", "0.011905797731856226`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.50000000135873`", ",", "0.020933054621464293`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.8319999939041451`", ",", "0.027312288903361626`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"2.000000008168811`", ",", "0.029771697958475778`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"2.316250021748751`", ",", "0.035887584594542034`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"2.499999999443726`", ",", "0.03506977770134479`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.507499950534875`", ",", "0.03691562592745995`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.0000000003832885`", ",", "0.04100711411084147`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.0000000231065527`", ",", "0.04074772130414191`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.5000000002660014`", ",", "0.04052056825066455`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.9999994979214204`", ",", "0.042767162116436115`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.999999999948023`", ",", "0.0408997526199504`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"5.000000001639428`", ",", "0.04233037771440651`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.499999996466635`", ",", "0.043031971335041844`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"5.9999655587359095`", ",", "0.04052163098903322`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"6.000000135581913`", ",", "0.040238782023902075`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"7.00000000009168`", ",", "0.0372170279873006`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"8.267499999941885`", ",", "0.03680553733908284`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.000000002972772`", ",", "0.03482316749766182`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.999999991187163`", ",", "0.033304288323011126`"}], "}"}]}], + "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"1.0000000000219882`", ",", "3.953014860035085`*^-8"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.00000000065748`", ",", "2.9696676355429143`*^-8"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.2499999999563618`", ",", "0.02692576857186315`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.50000000135873`", ",", "0.045161293524772536`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.8319999939041451`", ",", "0.061545540712550764`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"2.000000008168811`", ",", "0.0664630250333324`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"2.316250021748751`", ",", "0.07383339552018006`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.499999999443726`", ",", "0.06785560100120498`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.507499950534875`", ",", "0.0760576138244363`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"3.0000000003832885`", ",", "0.07868238587241792`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.0000000231065527`", ",", "0.08107911814120429`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.5000000002660014`", ",", "0.08456271367712057`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.9999994979214204`", ",", "0.07956918260565855`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.999999999948023`", ",", "0.0783762903571671`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"5.000000001639428`", ",", "0.07378230838914594`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.499999996466635`", ",", "0.07204124585821461`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.9999655587359095`", ",", "0.0685959041725525`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"6.000000135581913`", ",", "0.06862168414514287`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"7.00000000009168`", ",", "0.06279062384218159`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"8.267499999941885`", ",", "0.0581625666246294`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"9.000000002972772`", ",", "0.054677987535809935`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"9.999999991187163`", ",", "0.05105363845684531`"}], "}"}]}], + "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"1.0000000000219882`", ",", "5.611471862713039`*^-8"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.00000000065748`", ",", "4.750353707154813`*^-8"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.2499999999563618`", ",", "0.019775950400837055`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.50000000135873`", ",", "0.03267234191259899`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"1.8319999939041451`", ",", "0.0410366803134142`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.000000008168811`", ",", "0.04301876129279452`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.316250021748751`", ",", "0.049226167907754484`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"2.499999999443726`", ",", "0.0384007291940137`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"2.507499950534875`", ",", "0.047783811632026676`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.0000000003832885`", ",", "0.04640973727276665`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.0000000231065527`", ",", "0.050134544135596024`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.5000000002660014`", ",", "0.04510957302136955`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.9999994979214204`", ",", "0.045922818022573725`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.999999999948023`", ",", "0.04411215741742628`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.000000001639428`", ",", "0.041307952422556596`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"5.499999996466635`", ",", "0.041186868624473086`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"5.9999655587359095`", ",", "0.036143709139626695`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"6.000000135581913`", ",", "0.03719086648348537`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"7.00000000009168`", ",", "0.03330493441191795`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"8.267499999941885`", ",", "0.030847355072490767`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"9.000000002972772`", ",", "0.02871396732335552`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.999999991187163`", ",", "0.02644900510430934`"}], "}"}]}], + "}"}]}], "}"}]], "Output", + CellChangeTimes->{3.7906813779621687`*^9, 3.79068241370877*^9, + 3.7906835174812193`*^9, 3.7906838370615253`*^9, 3.7906869558660316`*^9, + 3.7906879904418793`*^9, 3.790688710739171*^9, 3.79273762348695*^9, + 3.792738253331376*^9, 3.792741376356209*^9, 3.794718521852605*^9, + 3.7947198307717123`*^9, 3.794722908300645*^9, 3.7947231984213943`*^9, + 3.794724765595751*^9, 3.7947400318094387`*^9, 3.794800785171575*^9, + 3.795926570041854*^9, 3.796093245320046*^9, 3.796351381179908*^9, + 3.796355020602684*^9, 3.7963583839347763`*^9, 3.796359787161448*^9, + 3.796363157895668*^9, 3.7963644691609583`*^9, 3.7965414208066063`*^9, + 3.79698949290436*^9, 3.79698969074236*^9, 3.796992621596089*^9, + 3.797071763789048*^9, 3.797141505410697*^9, 3.7971551816220207`*^9, + 3.799979576076515*^9, 3.799985830762115*^9, 3.799986306915628*^9, + 3.799986623673767*^9}, + CellLabel-> + "Out[750]=",ExpressionUUID->"27d93c6d-ae68-45c3-b757-24dbda3dafe6"] +}, Open ]], + +Cell[BoxData[ + RowBox[{ + RowBox[{"datafit221", "=", + RowBox[{"Delete", "[", + RowBox[{ + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"a220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{"a221d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "/", + RowBox[{"a220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}]}]}], "}"}], "]"}], ",", + RowBox[{"{", "}"}]}], "]"}]}], ";"}]], "Input", + CellChangeTimes->{{3.796364182060176*^9, 3.796364182431699*^9}, { + 3.797052276460362*^9, 3.797052276886261*^9}}, + CellLabel-> + "In[751]:=",ExpressionUUID->"8ef1d2d1-dca2-4fa6-9255-e9acc1337fbb"], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{ + RowBox[{"datafit22110", "=", "datafit221"}], ";"}], "\[IndentingNewLine]", + RowBox[{"fit22110", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"datafit22110", ",", + RowBox[{"aa", "+", + FractionBox["bb", + RowBox[{" ", "qq"}]], "+", + FractionBox["cc", + SuperscriptBox["qq", "2"]], "+", + FractionBox["ee", + SuperscriptBox["qq", "3"]]}], ",", + RowBox[{"{", + RowBox[{"aa", ",", "bb", ",", "cc", ",", "ee"}], "}"}], ",", "qq"}], + "]"}]}], "\[IndentingNewLine]", + RowBox[{"fit22110n", "=", + RowBox[{"Normal", "@", "fit22110"}]}], "\[IndentingNewLine]", + RowBox[{"fit22110n1", "=", + RowBox[{ + RowBox[{"fit22110", "[", + RowBox[{"\"\<MeanPredictionBands\>\"", ",", + RowBox[{"ConfidenceLevel", "\[Rule]", "cred"}]}], "]"}], "[", + RowBox[{"[", "1", "]"}], "]"}]}], "\[IndentingNewLine]", + RowBox[{"fit22110n2", "=", + RowBox[{ + RowBox[{"fit22110", "[", + RowBox[{"\"\<MeanPredictionBands\>\"", ",", + RowBox[{"ConfidenceLevel", "\[Rule]", "cred"}]}], "]"}], "[", + RowBox[{"[", "2", "]"}], "]"}]}]}], "Input", + CellChangeTimes->{{3.7906792687419233`*^9, 3.7906792762386703`*^9}, { + 3.790687222559133*^9, 3.790687222726465*^9}, {3.790687356744519*^9, + 3.7906873573265142`*^9}, {3.7906876058888893`*^9, + 3.7906876099928493`*^9}, {3.7947197416234093`*^9, + 3.7947197714510803`*^9}, {3.7947199386323767`*^9, 3.794719949278319*^9}, { + 3.794722523857242*^9, 3.7947225422989264`*^9}, {3.794722622234152*^9, + 3.794722740309764*^9}, {3.794722818863402*^9, 3.7947228276843767`*^9}, { + 3.794723080991324*^9, 3.794723084378275*^9}, {3.79472464877925*^9, + 3.7947246608133793`*^9}, {3.794739349561511*^9, 3.794739360775461*^9}, { + 3.794800664287735*^9, 3.794800689229121*^9}, {3.79635066239764*^9, + 3.796350662967194*^9}, {3.796354915621025*^9, 3.796354918700487*^9}, + 3.797071738769829*^9, 3.797071797501596*^9}, + CellLabel-> + "In[752]:=",ExpressionUUID->"931a88a1-04e1-47e8-b608-14cf4a2cef79"], + +Cell[BoxData[ + TagBox[ + RowBox[{"FittedModel", "[", + TagBox[ + PanelBox[ + TagBox[ + RowBox[{"0.36341715882178915`", "\[VeryThinSpace]", "-", + FractionBox["0.515516122732256`", + SuperscriptBox["qq", "3"]], "+", + FractionBox["0.6206813452233291`", + SuperscriptBox["qq", "2"]], "+", + FractionBox["0.05110581915467283`", "qq"]}], + Short[#, 2]& ], + FrameMargins->5], + Editable -> False], "]"}], + InterpretTemplate[ + FittedModel[{ + "Nonlinear", {$CellContext`aa -> 0.36341715882178915`, $CellContext`bb -> + 0.05110581915467283, $CellContext`cc -> + 0.6206813452233291, $CellContext`ee -> -0.515516122732256}, \ +{{$CellContext`qq}, $CellContext`aa + $CellContext`ee $CellContext`qq^(-3) + \ +$CellContext`cc $CellContext`qq^(-2) + $CellContext`bb/$CellContext`qq}}, { + 1}, CompressedData[" +1:eJxTTMoPSmViYGAQA2IQfamJEUh+sI/a0VPjXfnAvllPF8x/IvtQKXjnA3t/ +hr//////bF+WnffV3/uhPUd8LFD+h31Py7zqAoaH9puLDlre9/9rX1LFfzT9 +wT37+WslQAY6nNesLTh07659oGaa+Lp2JoeLaxwCZuy7a//t0RugecwO0lLV +7eE2d+x3qAUpxfCzOFy/r3GghOGufaE2L1A7h8PeUwoBPED55PeSzCD+hNMR +hjvf3LY/pswJlOdxOH7njrOv3S17mW1z9vz/z++g9MW+MSrklv05s3//Qfye +jcH3Zqy4ae+hJQNUL+LA8GG6zrH5N+0lfQ4D5UUdXHZ7+7atvWm/cNr6H9/+ +izvEtnjW/192w77fXRJogYSDYdX/FVd6btibTwZ5R8bB5k8kW9fH6/axd/oO +fe1QcDjM9+pubvANe6NOSaC8ksMykbRDefev28f5bAGar+wQe2DJEdGX1+0B +RmOfJA== + "], + Function[Null, + Internal`LocalizedBlock[{$CellContext`aa, $CellContext`bb, \ +$CellContext`cc, $CellContext`ee, $CellContext`qq}, #], {HoldAll}]]& ], + Editable->False, + SelectWithContents->True, + Selectable->True]], "Output", + CellChangeTimes->{{3.797071764062991*^9, 3.797071798115552*^9}, + 3.797141506318851*^9, 3.79715518672304*^9, 3.7999795936963577`*^9, + 3.7999858308774233`*^9, 3.799986312943424*^9, 3.7999866238536263`*^9}, + CellLabel-> + "Out[753]=",ExpressionUUID->"b174c027-51b4-4ec5-a36d-1dcb0c53cedc"], + +Cell[BoxData[ + RowBox[{"0.36341715882178915`", "\[VeryThinSpace]", "-", + FractionBox["0.515516122732256`", + SuperscriptBox["qq", "3"]], "+", + FractionBox["0.6206813452233291`", + SuperscriptBox["qq", "2"]], "+", + FractionBox["0.05110581915467283`", "qq"]}]], "Output", + CellChangeTimes->{{3.797071764062991*^9, 3.797071798115552*^9}, + 3.797141506318851*^9, 3.79715518672304*^9, 3.7999795936963577`*^9, + 3.7999858308774233`*^9, 3.799986312943424*^9, 3.799986623857677*^9}, + CellLabel-> + "Out[754]=",ExpressionUUID->"6e749e2f-f37d-4f05-a19c-486cebbde4ed"], + +Cell[BoxData[ + RowBox[{"0.36341715882178915`", "\[VeryThinSpace]", "-", + FractionBox["0.515516122732256`", + SuperscriptBox["qq", "3"]], "+", + FractionBox["0.6206813452233291`", + SuperscriptBox["qq", "2"]], "+", + FractionBox["0.05110581915467282`", "qq"], "-", + RowBox[{"2.8784404727386046`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"0.011809611902582087`", "\[VeryThinSpace]", "-", + RowBox[{"0.037731834558652394`", " ", "qq"}], "+", + RowBox[{"0.04689461375290986`", " ", + SuperscriptBox["qq", "2"]}], "-", + RowBox[{"0.028796803784783123`", " ", + SuperscriptBox["qq", "3"]}], "+", + RowBox[{"0.009203925188716848`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.0014430106282005211`", " ", + SuperscriptBox["qq", "5"]}], "+", + RowBox[{"0.00009172846145426166`", " ", + SuperscriptBox["qq", "6"]}]}], + SuperscriptBox["qq", "6"]]]}]}]], "Output", + CellChangeTimes->{{3.797071764062991*^9, 3.797071798115552*^9}, + 3.797141506318851*^9, 3.79715518672304*^9, 3.7999795936963577`*^9, + 3.7999858308774233`*^9, 3.799986312943424*^9, 3.799986623930468*^9}, + CellLabel-> + "Out[755]=",ExpressionUUID->"875458e3-2079-4582-b752-e266fe862e9c"], + +Cell[BoxData[ + RowBox[{"0.36341715882178915`", "\[VeryThinSpace]", "-", + FractionBox["0.515516122732256`", + SuperscriptBox["qq", "3"]], "+", + FractionBox["0.6206813452233291`", + SuperscriptBox["qq", "2"]], "+", + FractionBox["0.05110581915467282`", "qq"], "+", + RowBox[{"2.8784404727386046`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"0.011809611902582087`", "\[VeryThinSpace]", "-", + RowBox[{"0.037731834558652394`", " ", "qq"}], "+", + RowBox[{"0.04689461375290986`", " ", + SuperscriptBox["qq", "2"]}], "-", + RowBox[{"0.028796803784783123`", " ", + SuperscriptBox["qq", "3"]}], "+", + RowBox[{"0.009203925188716848`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.0014430106282005211`", " ", + SuperscriptBox["qq", "5"]}], "+", + RowBox[{"0.00009172846145426166`", " ", + SuperscriptBox["qq", "6"]}]}], + SuperscriptBox["qq", "6"]]]}]}]], "Output", + CellChangeTimes->{{3.797071764062991*^9, 3.797071798115552*^9}, + 3.797141506318851*^9, 3.79715518672304*^9, 3.7999795936963577`*^9, + 3.7999858308774233`*^9, 3.799986312943424*^9, 3.799986624005465*^9}, + CellLabel-> + "Out[756]=",ExpressionUUID->"ea338900-b4fc-4340-a6f9-6c6a31558d67"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{ + RowBox[{"datafit3310", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"a220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{"a330d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "/", + RowBox[{"a220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}]}]}], "}"}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"fit3310", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"datafit3310", ",", + RowBox[{"aa", "+", + FractionBox["bb", + RowBox[{" ", "qq"}]], "+", + FractionBox["cc", + SuperscriptBox["qq", "2"]], "+", + FractionBox["ee", + SuperscriptBox["qq", "3"]]}], ",", + RowBox[{"{", + RowBox[{"aa", ",", "bb", ",", "cc", ",", "ee"}], "}"}], ",", "qq"}], + "]"}]}], ";"}], "\[IndentingNewLine]", + RowBox[{"fit3310n", "=", + RowBox[{"Normal", "@", "fit3310"}]}], "\[IndentingNewLine]", + RowBox[{"fit3310n1", "=", + RowBox[{ + RowBox[{"fit3310", "[", + RowBox[{"\"\<MeanPredictionBands\>\"", ",", + RowBox[{"ConfidenceLevel", "\[Rule]", "cred"}]}], "]"}], "[", + RowBox[{"[", "1", "]"}], "]"}]}], "\[IndentingNewLine]", + RowBox[{"fit3310n2", "=", + RowBox[{ + RowBox[{"fit3310", "[", + RowBox[{"\"\<MeanPredictionBands\>\"", ",", + RowBox[{"ConfidenceLevel", "\[Rule]", "cred"}]}], "]"}], "[", + RowBox[{"[", "2", "]"}], "]"}]}]}], "Input", + CellChangeTimes->{{3.7906792687419233`*^9, 3.7906792762386703`*^9}, { + 3.790687222559133*^9, 3.790687222726465*^9}, {3.790687356744519*^9, + 3.7906873573265142`*^9}, {3.790687405340337*^9, 3.79068740753106*^9}, { + 3.7906875451372633`*^9, 3.7906875452253323`*^9}, {3.790687611958949*^9, + 3.79068761326649*^9}, {3.794719775957651*^9, 3.7947197829858027`*^9}, { + 3.794720071067053*^9, 3.794720074597693*^9}, {3.794722837522263*^9, + 3.794722844432363*^9}, {3.794722937571804*^9, 3.7947229380342913`*^9}, { + 3.7947230892942133`*^9, 3.794723094112927*^9}, {3.794724665684819*^9, + 3.7947246746438923`*^9}, {3.794739367513536*^9, 3.794739379504652*^9}, { + 3.7948007044003963`*^9, 3.7948007217651157`*^9}, 3.796093293510025*^9, { + 3.796350670233573*^9, 3.796350670820775*^9}, {3.796354932083452*^9, + 3.796354933036525*^9}, {3.799979618968124*^9, 3.7999796199215097`*^9}}, + CellLabel-> + "In[757]:=",ExpressionUUID->"f222e693-8a25-4142-b501-6708e940220c"], + +Cell[BoxData[ + RowBox[{"0.43325286506991423`", "\[VeryThinSpace]", "+", + FractionBox["0.03799666271004618`", + SuperscriptBox["qq", "3"]], "+", + FractionBox["0.08459340203720891`", + SuperscriptBox["qq", "2"]], "-", + FractionBox["0.5554007188200137`", "qq"]}]], "Output", + CellChangeTimes->{3.799979621738976*^9, 3.799985831130412*^9, + 3.799986314060821*^9, 3.799986624096134*^9}, + CellLabel-> + "Out[759]=",ExpressionUUID->"1371d5ed-dbd5-40b0-8e4b-9c594709c99f"], + +Cell[BoxData[ + RowBox[{"0.4332528650699142`", "\[VeryThinSpace]", "+", + FractionBox["0.03799666271004618`", + SuperscriptBox["qq", "3"]], "+", + FractionBox["0.08459340203720891`", + SuperscriptBox["qq", "2"]], "-", + FractionBox["0.5554007188200137`", "qq"], "-", + RowBox[{"2.8784404727386046`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"0.010720237224493381`", "\[VeryThinSpace]", "-", + RowBox[{"0.03425127097492945`", " ", "qq"}], "+", + RowBox[{"0.04256883190820751`", " ", + SuperscriptBox["qq", "2"]}], "-", + RowBox[{"0.02614044986631331`", " ", + SuperscriptBox["qq", "3"]}], "+", + RowBox[{"0.008354911425832844`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.0013099004759328738`", " ", + SuperscriptBox["qq", "5"]}], "+", + RowBox[{"0.00008326699261069532`", " ", + SuperscriptBox["qq", "6"]}]}], + SuperscriptBox["qq", "6"]]]}]}]], "Output", + CellChangeTimes->{3.799979621738976*^9, 3.799985831130412*^9, + 3.799986314060821*^9, 3.799986624172496*^9}, + CellLabel-> + "Out[760]=",ExpressionUUID->"e2ab92cc-2f87-4014-98fd-00f0eb2d5073"], + +Cell[BoxData[ + RowBox[{"0.4332528650699142`", "\[VeryThinSpace]", "+", + FractionBox["0.03799666271004618`", + SuperscriptBox["qq", "3"]], "+", + FractionBox["0.08459340203720891`", + SuperscriptBox["qq", "2"]], "-", + FractionBox["0.5554007188200137`", "qq"], "+", + RowBox[{"2.8784404727386046`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"0.010720237224493381`", "\[VeryThinSpace]", "-", + RowBox[{"0.03425127097492945`", " ", "qq"}], "+", + RowBox[{"0.04256883190820751`", " ", + SuperscriptBox["qq", "2"]}], "-", + RowBox[{"0.02614044986631331`", " ", + SuperscriptBox["qq", "3"]}], "+", + RowBox[{"0.008354911425832844`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.0013099004759328738`", " ", + SuperscriptBox["qq", "5"]}], "+", + RowBox[{"0.00008326699261069532`", " ", + SuperscriptBox["qq", "6"]}]}], + SuperscriptBox["qq", "6"]]]}]}]], "Output", + CellChangeTimes->{3.799979621738976*^9, 3.799985831130412*^9, + 3.799986314060821*^9, 3.799986624244072*^9}, + CellLabel-> + "Out[761]=",ExpressionUUID->"8a196e80-4c91-4b81-8245-01cc883e03ae"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{ + RowBox[{ + RowBox[{"datafit3310", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"a220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{"a330d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "/", + RowBox[{"a220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}]}]}], "}"}], "]"}]}], ";"}], + "\[IndentingNewLine]"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"fit3310", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"datafit3310", ",", + RowBox[{"(", + RowBox[{ + RowBox[{"(", + RowBox[{"aa", "+", + FractionBox["bb", + RowBox[{" ", "qq"}]], "+", + FractionBox["cc", + SuperscriptBox["qq", "2"]], "+", + FractionBox["ee", + SuperscriptBox["qq", "3"]]}], ")"}], "/.", + RowBox[{"aa", "->", "acons"}]}], ")"}], ",", + RowBox[{"{", + RowBox[{"aa", ",", "bb", ",", "cc", ",", "ee"}], "}"}], ",", "qq"}], + "]"}]}], ";"}], "\[IndentingNewLine]", + RowBox[{"fit3310n", "=", + RowBox[{"Normal", "@", "fit3310"}]}], "\[IndentingNewLine]", + RowBox[{"fit3310n1", "=", + RowBox[{ + RowBox[{"fit3310", "[", + RowBox[{"\"\<MeanPredictionBands\>\"", ",", + RowBox[{"ConfidenceLevel", "\[Rule]", "cred"}]}], "]"}], "[", + RowBox[{"[", "1", "]"}], "]"}]}], "\[IndentingNewLine]", + RowBox[{"fit3310n2", "=", + RowBox[{ + RowBox[{"fit3310", "[", + RowBox[{"\"\<MeanPredictionBands\>\"", ",", + RowBox[{"ConfidenceLevel", "\[Rule]", "cred"}]}], "]"}], "[", + RowBox[{"[", "2", "]"}], "]"}]}]}], "Input", + CellChangeTimes->{{3.7906792687419233`*^9, 3.7906792762386703`*^9}, { + 3.790687222559133*^9, 3.790687222726465*^9}, {3.790687356744519*^9, + 3.7906873573265142`*^9}, {3.790687405340337*^9, 3.79068740753106*^9}, { + 3.7906875451372633`*^9, 3.7906875452253323`*^9}, {3.790687611958949*^9, + 3.79068761326649*^9}, {3.794719775957651*^9, 3.7947197829858027`*^9}, { + 3.794720071067053*^9, 3.794720074597693*^9}, {3.794722837522263*^9, + 3.794722844432363*^9}, {3.794722937571804*^9, 3.7947229380342913`*^9}, { + 3.7947230892942133`*^9, 3.794723094112927*^9}, {3.794724665684819*^9, + 3.7947246746438923`*^9}, {3.794739367513536*^9, 3.794739379504652*^9}, { + 3.7948007044003963`*^9, 3.7948007217651157`*^9}, 3.796093293510025*^9, { + 3.79609336805941*^9, 3.7960934104149933`*^9}, {3.796350676552245*^9, + 3.7963506771857023`*^9}, {3.7963549465770397`*^9, 3.796354947734164*^9}, { + 3.7999796311080723`*^9, 3.79997963132281*^9}}, + CellLabel-> + "In[762]:=",ExpressionUUID->"341a2f56-fff3-4292-a7da-a2348f38dc74"], + +Cell[BoxData[ + RowBox[{"0.4333624481019772`", "\[VeryThinSpace]", "+", + FractionBox["0.035144185889527016`", + SuperscriptBox["qq", "3"]], "+", + FractionBox["0.08809805692016263`", + SuperscriptBox["qq", "2"]], "-", + FractionBox["0.5566046909116669`", "qq"]}]], "Output", + CellChangeTimes->{ + 3.795926570557989*^9, 3.7960932611724863`*^9, 3.796093358506784*^9, { + 3.7960934041518383`*^9, 3.7960934109816713`*^9}, {3.796350674731153*^9, + 3.7963506774980707`*^9}, 3.796351383331056*^9, 3.796355021322731*^9, + 3.796358384448457*^9, 3.796359790509304*^9, 3.796363159038835*^9, + 3.796541421742961*^9, 3.7969894939559107`*^9, 3.796989691523143*^9, + 3.796992646022707*^9, {3.797051999473055*^9, 3.797052029313856*^9}, + 3.7971415069318047`*^9, 3.797155192028225*^9, 3.799979632030322*^9, + 3.799985831415641*^9, 3.799986314748659*^9, 3.799986624340082*^9}, + CellLabel-> + "Out[764]=",ExpressionUUID->"b442bc5b-28f2-499d-954f-5296930e44b0"], + +Cell[BoxData[ + RowBox[{"0.43336244810197716`", "\[VeryThinSpace]", "+", + FractionBox["0.035144185889527016`", + SuperscriptBox["qq", "3"]], "+", + FractionBox["0.08809805692016263`", + SuperscriptBox["qq", "2"]], "-", + FractionBox["0.5566046909116669`", "qq"], "-", + RowBox[{"2.8784404727386046`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"0.009658053105613525`", "\[VeryThinSpace]", "-", + RowBox[{"0.031644549107757505`", " ", "qq"}], "+", + RowBox[{"0.040076113688365785`", " ", + SuperscriptBox["qq", "2"]}], "-", + RowBox[{"0.024963198448158846`", " ", + SuperscriptBox["qq", "3"]}], "+", + RowBox[{"0.008067714694475203`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.0012758618928306424`", " ", + SuperscriptBox["qq", "5"]}], "+", + RowBox[{"0.0000817279602924794`", " ", + SuperscriptBox["qq", "6"]}]}], + SuperscriptBox["qq", "6"]]]}]}]], "Output", + CellChangeTimes->{ + 3.795926570557989*^9, 3.7960932611724863`*^9, 3.796093358506784*^9, { + 3.7960934041518383`*^9, 3.7960934109816713`*^9}, {3.796350674731153*^9, + 3.7963506774980707`*^9}, 3.796351383331056*^9, 3.796355021322731*^9, + 3.796358384448457*^9, 3.796359790509304*^9, 3.796363159038835*^9, + 3.796541421742961*^9, 3.7969894939559107`*^9, 3.796989691523143*^9, + 3.796992646022707*^9, {3.797051999473055*^9, 3.797052029313856*^9}, + 3.7971415069318047`*^9, 3.797155192028225*^9, 3.799979632030322*^9, + 3.799985831415641*^9, 3.799986314748659*^9, 3.799986624419119*^9}, + CellLabel-> + "Out[765]=",ExpressionUUID->"c8212626-4ec3-4ce1-89a4-321ad78be6c7"], + +Cell[BoxData[ + RowBox[{"0.43336244810197716`", "\[VeryThinSpace]", "+", + FractionBox["0.035144185889527016`", + SuperscriptBox["qq", "3"]], "+", + FractionBox["0.08809805692016263`", + SuperscriptBox["qq", "2"]], "-", + FractionBox["0.5566046909116669`", "qq"], "+", + RowBox[{"2.8784404727386046`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"0.009658053105613525`", "\[VeryThinSpace]", "-", + RowBox[{"0.031644549107757505`", " ", "qq"}], "+", + RowBox[{"0.040076113688365785`", " ", + SuperscriptBox["qq", "2"]}], "-", + RowBox[{"0.024963198448158846`", " ", + SuperscriptBox["qq", "3"]}], "+", + RowBox[{"0.008067714694475203`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.0012758618928306424`", " ", + SuperscriptBox["qq", "5"]}], "+", + RowBox[{"0.0000817279602924794`", " ", + SuperscriptBox["qq", "6"]}]}], + SuperscriptBox["qq", "6"]]]}]}]], "Output", + CellChangeTimes->{ + 3.795926570557989*^9, 3.7960932611724863`*^9, 3.796093358506784*^9, { + 3.7960934041518383`*^9, 3.7960934109816713`*^9}, {3.796350674731153*^9, + 3.7963506774980707`*^9}, 3.796351383331056*^9, 3.796355021322731*^9, + 3.796358384448457*^9, 3.796359790509304*^9, 3.796363159038835*^9, + 3.796541421742961*^9, 3.7969894939559107`*^9, 3.796989691523143*^9, + 3.796992646022707*^9, {3.797051999473055*^9, 3.797052029313856*^9}, + 3.7971415069318047`*^9, 3.797155192028225*^9, 3.799979632030322*^9, + 3.799985831415641*^9, 3.799986314748659*^9, 3.79998662449683*^9}, + CellLabel-> + "Out[766]=",ExpressionUUID->"c7b8b67d-4de4-45d1-942f-73f872498761"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{ + RowBox[{"datafit2110", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"a220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{"a210d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "/", + RowBox[{"a220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}]}]}], "}"}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"fit2110", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"datafit2110", ",", + RowBox[{"(", + RowBox[{ + RowBox[{"(", + RowBox[{"aa", "+", + FractionBox["bb", + RowBox[{" ", "qq"}]], "+", + FractionBox["cc", + SuperscriptBox["qq", "2"]], "+", + FractionBox["ee", + SuperscriptBox["qq", "3"]]}], ")"}], "/.", + RowBox[{"aa", "->", "acons"}]}], ")"}], ",", + RowBox[{"{", + RowBox[{"aa", ",", "bb", ",", "cc", ",", "ee"}], "}"}], ",", "qq"}], + "]"}]}], ";"}], "\[IndentingNewLine]", + RowBox[{"fit2110n", "=", + RowBox[{"Normal", "@", "fit2110"}]}], "\[IndentingNewLine]", + RowBox[{"fit2110n1", "=", + RowBox[{ + RowBox[{"fit2110", "[", + RowBox[{"\"\<MeanPredictionBands\>\"", ",", + RowBox[{"ConfidenceLevel", "\[Rule]", "cred"}]}], "]"}], "[", + RowBox[{"[", "1", "]"}], "]"}]}], "\[IndentingNewLine]", + RowBox[{"fit2110n2", "=", + RowBox[{ + RowBox[{"fit2110", "[", + RowBox[{"\"\<MeanPredictionBands\>\"", ",", + RowBox[{"ConfidenceLevel", "\[Rule]", "cred"}]}], "]"}], "[", + RowBox[{"[", "2", "]"}], "]"}]}]}], "Input", + CellChangeTimes->{{3.7906792687419233`*^9, 3.7906792762386703`*^9}, { + 3.790687222559133*^9, 3.790687222726465*^9}, {3.790687356744519*^9, + 3.7906873573265142`*^9}, {3.790687405340337*^9, 3.79068740753106*^9}, { + 3.790687540140522*^9, 3.7906875513039017`*^9}, {3.7906876150259457`*^9, + 3.7906876163334913`*^9}, {3.7947197859702253`*^9, 3.794719800926861*^9}, { + 3.7947200883821*^9, 3.7947200895560093`*^9}, {3.794720327886085*^9, + 3.794720333336801*^9}, {3.794722848648068*^9, 3.794722853219157*^9}, { + 3.794722943846775*^9, 3.794722944419471*^9}, {3.7947230977584057`*^9, + 3.794723101917881*^9}, {3.7947246787984133`*^9, 3.794724684804338*^9}, { + 3.794739387647665*^9, 3.7947393972441883`*^9}, {3.7948007847776403`*^9, + 3.79480082363877*^9}, 3.796093451156238*^9, {3.7963506842148542`*^9, + 3.796350684921389*^9}, {3.796354957807609*^9, 3.79635495871462*^9}, + 3.799979676615658*^9}, + CellLabel-> + "In[767]:=",ExpressionUUID->"cddbd38c-0925-459d-81fe-9f117670f9f3"], + +Cell[BoxData[ + RowBox[{"0.472741767747825`", "\[VeryThinSpace]", "-", + FractionBox["0.4040810782981084`", + SuperscriptBox["qq", "3"]], "+", + FractionBox["1.033313510387039`", + SuperscriptBox["qq", "2"]], "-", + FractionBox["1.1019741998367556`", "qq"]}]], "Output", + CellChangeTimes->{3.799979677602401*^9, 3.7999858315993357`*^9, + 3.7999863158483553`*^9, 3.799986624665475*^9}, + CellLabel-> + "Out[769]=",ExpressionUUID->"77bcafd1-36b6-47ba-8bf6-15626bd8b97e"], + +Cell[BoxData[ + RowBox[{"0.472741767747825`", "\[VeryThinSpace]", "-", + FractionBox["0.4040810782981084`", + SuperscriptBox["qq", "3"]], "+", + FractionBox["1.033313510387039`", + SuperscriptBox["qq", "2"]], "-", + FractionBox["1.1019741998367556`", "qq"], "-", + RowBox[{"2.8784404727386046`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"0.0007285218047135487`", "\[VeryThinSpace]", "-", + RowBox[{"0.0023869970244759313`", " ", "qq"}], "+", + RowBox[{"0.0030230029127903523`", " ", + SuperscriptBox["qq", "2"]}], "-", + RowBox[{"0.0018830124649350712`", " ", + SuperscriptBox["qq", "3"]}], "+", + RowBox[{"0.000608560131618754`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.00009624022549534081`", " ", + SuperscriptBox["qq", "5"]}], "+", + RowBox[{"6.164865783687924`*^-6", " ", + SuperscriptBox["qq", "6"]}]}], + SuperscriptBox["qq", "6"]]]}]}]], "Output", + CellChangeTimes->{3.799979677602401*^9, 3.7999858315993357`*^9, + 3.7999863158483553`*^9, 3.799986624668736*^9}, + CellLabel-> + "Out[770]=",ExpressionUUID->"7386163f-ffda-4151-8fc5-a92d29ceffd8"], + +Cell[BoxData[ + RowBox[{"0.472741767747825`", "\[VeryThinSpace]", "-", + FractionBox["0.4040810782981084`", + SuperscriptBox["qq", "3"]], "+", + FractionBox["1.033313510387039`", + SuperscriptBox["qq", "2"]], "-", + FractionBox["1.1019741998367556`", "qq"], "+", + RowBox[{"2.8784404727386046`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"0.0007285218047135487`", "\[VeryThinSpace]", "-", + RowBox[{"0.0023869970244759313`", " ", "qq"}], "+", + RowBox[{"0.0030230029127903523`", " ", + SuperscriptBox["qq", "2"]}], "-", + RowBox[{"0.0018830124649350712`", " ", + SuperscriptBox["qq", "3"]}], "+", + RowBox[{"0.000608560131618754`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.00009624022549534081`", " ", + SuperscriptBox["qq", "5"]}], "+", + RowBox[{"6.164865783687924`*^-6", " ", + SuperscriptBox["qq", "6"]}]}], + SuperscriptBox["qq", "6"]]]}]}]], "Output", + CellChangeTimes->{3.799979677602401*^9, 3.7999858315993357`*^9, + 3.7999863158483553`*^9, 3.799986624747775*^9}, + CellLabel-> + "Out[771]=",ExpressionUUID->"dcfefe5f-150a-4bf8-9d32-41987f86e11d"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"Plot", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"fit22110n", ",", "fit3310n", ",", "fit2110n"}], "}"}], ",", + RowBox[{"{", + RowBox[{"qq", ",", "1", ",", "12"}], "}"}], ",", + RowBox[{"Epilog", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"Point", "[", "datafit22110", "]"}], "}"}], ",", + RowBox[{"{", + RowBox[{"Point", "[", "datafit3310", "]"}], "}"}], ",", + RowBox[{"{", + RowBox[{"Point", "[", "datafit2110", "]"}], "}"}]}], "}"}]}], ",", + RowBox[{"PlotStyle", "\[Rule]", "colors"}], ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"PlotLegends", "\[Rule]", + RowBox[{"Placed", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + "\"\<\!\(\*SubscriptBox[\(A\), \(221\)]\)\>\"", ",", + "\"\<\!\(\*SubscriptBox[\(A\), \(330\)]\)\>\"", ",", + "\"\<\!\(\*SubscriptBox[\(A\), \(220\)]\)\>\"", ",", + "\"\<\!\(\*SubscriptBox[\(A\), \(321\)]\)\>\""}], "}"}], ",", + RowBox[{"{", + RowBox[{"0.9", ",", "0.72"}], "}"}]}], "]"}]}], ",", + RowBox[{"FrameLabel", "->", + RowBox[{"{", + RowBox[{"\"\<q\>\"", ",", "\"\<\!\(\*SubscriptBox[\(A\), \(0\)]\)\>\""}], + "}"}]}], ",", + RowBox[{"ImageSize", "\[Rule]", "Large"}], ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"FrameStyle", "->", + RowBox[{"Directive", "[", + RowBox[{"Black", ",", "Bold", ",", "16"}], "]"}]}], ",", + RowBox[{"LabelStyle", "->", + RowBox[{"Directive", "[", + RowBox[{"Black", ",", "Bold", ",", "16"}], "]"}]}], ",", + RowBox[{"GridLines", "\[Rule]", "Full"}]}], "]"}]], "Input", + CellChangeTimes->{ + 3.790687525253502*^9, {3.790687557253933*^9, 3.790687626971509*^9}, { + 3.7947198181360617`*^9, 3.7947198362021923`*^9}, {3.794722861397764*^9, + 3.7947228722332153`*^9}, {3.7947231055306253`*^9, 3.794723108979075*^9}, { + 3.794723510112615*^9, 3.79472351306618*^9}, {3.794724691122361*^9, + 3.794724702465928*^9}, {3.794800808345251*^9, 3.794800812472971*^9}}, + CellLabel-> + "In[772]:=",ExpressionUUID->"4a148438-6274-4a21-873c-21a605df0ddd"], + +Cell[BoxData[ + TagBox[ + GraphicsBox[{{{{}, {}, + TagBox[ + {RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6], + Opacity[1.], LineBox[CompressedData[" +1:eJwV1Hk8VekfB3B07fteluyOUlmHpPF93HIt2WfGZFDZotGmkJSmVJaIwthp +QaFEaTG2kCX7tOhe3Hu7F5WfZO5iS+L39Md9ndf7dV6fz/2e53nO0Qk65h0q +JCAgUIF/P672r8k7BQQ4YOn8YrfzLRbIKBT3vJLmwLqtT/nmFSwY9Vr0KVXn +AP94WPqHByyIenUvkmLNgUn3geCqRhbYy4usqTpw4N0qZ7mlDee9DqT9z5sD +UxdlrG91s6DiX6W7aUc5MGvLl3zzmgXRcscs953lQNp/wX36NBaQPXvaTK5w +gNkSFe/EYMHYUDz9dTkHtvvx2sU/4b6hj/IbGBzQPnbzdfoSvi9jf2N6mgMi +Gg+9Uldwv3vhlqYlDpSlJe4OFGADedDDcb8SF+zsQ8eLRNkgK1P11lSXCx6z +EyYkSTbQ3UhBQqZcEJtws3KSYUP0QP3Z8j1cyFZIOX9ICeelFSVO+XKhWWuI +7KTKBhm3I7lOYVzYW6HVKKLGhop+nUefE7hwc9Wi2EAL56XOQvM1LgwOd4Yk +6eC867v+9BIuCO/dVtKnh/+v78onswYuaCy0LH0n2FAp+SFq3UsuuDPk/viy +iQ0xe0BoeJgLPJf66jZjnE/Nz7gzwYXZBKvUM1vx/H18jVguzqe8SFQ3wX0S +7lXOa1yg0QPNbpvieVwqrNWleXD4EXe9nDnO9/p7txjxYEDPuLvUEuclnr3P +sOLBQVZGQe9POO8sfyRwNw8y4v/qGLXC86RELJt786DNwa7jrTWep6cziXSA +B1uqflf5ZzsbdolrK787wgNJ9weWyTZskHOOu333DA98qlJzyDtwX/Jbk9Mp +PLjmWlM7hV35cluzSy4P7tcFzMfZ4j6xFBeNch6cGzj69is22WmC+uURD/JU +/RtDd+L5kn8Ofd7Kg/FQd+Xn2PTuXN61QR7keBnvEfkZ94ny/gqi82DU+/YL +W+wYR1dpy2kehCXZTOzH3pV0p0B4iQexRn9IncSW6xYwogrzQe2R/41obIaI +35MKRT6ot2Qvh2FXUZ6Q43T4kJftH+fyoy9R9t89JnzQj9I+rfmjr+tQgObP +fIjLOuTBxvPIiXRMz7rwoZY59UvOj/kcNsa27uVDUeSFsZ3YlZdjhTMP8sH1 +lbfN8I/n7XydGRzFB7uP7S37sW2XYmv2XeRDTvontVd4fQSMtfp9M/nQyviD +Z47dGdA59estPjQU77pzGa/vlWsRwp61fGCmFP3dg9ff44W87p7nfDh/2l5z +De+P0sIzO8ogH0osVnINsUv8SLE7Z/A8cb3drnh/g9Orsq2/8SFIP9HIFe+/ +UZvnQ3OJOYiG52/sLNjwyLB42shoDsZzj7uu4fPTxf0pQDlkDv7WWLOex+cv +VZ9+Wu7kHISILvyZu5kNnr8n5EgmzAFhmGZvgs/raNPgkODNOaDsq/iEDNkw +mxRGnh2bA32JYiM+fh9UNuYT3b/MQ+P7s9nd8mwY84Td7UHzcEmjs58ly4ab +Fz8caI6cB2fNMQe+NBs2/8+soC5jHiLLnepJEmywe9wrdbNvHqQ843KYgmw4 +6LLCjd21AE2RzROZHBY8jdnftNliEXRIPuzFXhYUGF+tI+wXwTxmUvvBSxac +YzVU6XsswvyAECWoiwUUF5X8jRGL4K6gmt6Bv0/DmgPRCqWLcJS5S+NkPQvm +OnaYLCssgUIZ0zqpnAVmiiq3e3hL4H/38CfeORbcr+lPCn+0DMfDp7PAjAU9 +VL1aFe1VeKbkf0yd/B6WmI2/Kc0IoMdfLQKOmTPhrePCQWG+AJJxa+gf2saE +2lrT2IWvAqg0y6ra3JgJYQnlBTRRQaS37N68pseEdwYZ74v0BBHn8dDqU2Um +PD4cdMjATxBVifymk/+VAceXxeKtegWR2/370vovGPBJ2adsb4UQ+tdyh5JM +AAPsYq3imTVCiDCVdWz1ZUDOqIpPyDMh1HUr62uUDwMoN6iix7uE0FEi7N0H +DwbcMfKNSJoUQrHmsPMDmQEhtv7mT7XXIe/wi1q+mxgwfiCoVTF/HXpu/u24 +2BId6PeO0gdTSKj+ynkHrSI6KIyL5ZhdJyHnJJvBY/l0cFpf6pGdR0Lkj+ae +7Tl0eHyJ2u57l4S2z/vZHLlOh6sBqHKyg4Seln85MZpIBztZhZjlNRJa9HHe +IH+CDjdPPJE1jBFGaFu26qQzHUJtVsjxQSKo/VXwwb7VMXgpEbd8UF0M8S5f +qfe+OAZmtjGFCV/FUdfIbOGa/BhE1wRdHXkmiby/TOf/92wU3NQ7qsOPSKNe +hd3F9RGjsPlj6bNNTrKo+nuWuon+KF5PG/GsC3LIrqJaV3d6BNzNAo2rIuWR +afmVvRvqRmBhoj0kIEABSUm9KXpxcQTS6oso22wUUfDfkwWV/iNQ1vSTZh6h +hJbdh4RnrUagapxSpCWijJaZSkSc6ghYbFeVQ4vK6HPjtqTPSzRIFNctXJlQ +QSrFis/XGDToWikbfNeqiu53bhp26KZBitanBefa9SiuqFBlqpYGNiG3ukcz +NqAb9gY1H4tpUKefUyMaoYYcrHKiX6fRoFbJJW1grzrq889cHT5DgwLDGPmH +Vhqow//pmMMRGoiGB6ZuJTSRbnKLS/M+GtgZJGlQFDciyrj9cr4XDYJIBj5n +/9uIfPe2pCEKDcQVEy7tYWqhQ9MK64Z30GDo1r2tRfu00YlLOoMzpjRYO1VX +xurTRob2X4JHCRpwPqjlRJJ10Ey9s37lRhrQQlr85B/qoOIv2eZlKjS4cKat +8LuRLrq0Vh1yXoYGOqUCtUt5ushCeNDtgCgN7ogxhtpE9NDJrqar/QI0mBHe +8Cc1Xg95tV5uVl6mwial67RvM3ron4e/J2ybowLREN52OFQfuRkqShnOUkGi +hPHk3pg+Mmy/Xn1tigqTmennvjoboPGiePHSCSr8pXWjLavNAB129jyaxaSC +fPNn2k4zQ/QxsXp+/SgVkvOGv9WVGCK10aOkmWEqtElq5Z9SJtCiJb+4+BUV +OBllEi6XCPQ92Um/b4AKjnS/8e2JBDrSbH22AbvESLGBSCbQdPU9aiW2a9uF +Q8JpBPLM08xPxq7k7XvZmkWgxHgpCgU76LcNidalBDIzMnFs76fCW7V0QYN2 +AmWSA9839VHBOMxhRLGDQDpF0+X3sRPqVmqFugiUu552rAjb1DXiAKuHQAnn +x6TPYl+Nd3pe+IpANm7hJ2yxKSyheAU2gR6oNtMbeqlQvKXhV8EJAlVpK4xU +Yc/FRm7hTBLo6rVGWgH2bXnW2MAUgd60i47HYa+Rm3ekcAhk6fOnhi22T0aU +QiyPQNWxjhbG2A/GjKcPzhFonWOkmzq2f1RB/u4lAuXJ3U391kOFulavSItl +AgXqPKz5jC0hLe6su0IgTXESdQw70LdVW36VQNFvSgT7sevLTy2trREoIu28 +SRP2/wEaOR0Y + "]]}, + Annotation[#, "Charting`Private`Tag$411881#1"]& ], + TagBox[ + {RGBColor[0.880722, 0.611041, 0.142051], AbsoluteThickness[1.6], + Opacity[1.], LineBox[CompressedData[" +1:eJwVzns41PkeB/DRRu65DK3rGLdfJTaPbV0qn2/KJc1xKpqHxxq5FMWKk8tk +V0XWyiHinMp9RUfHpRkrXYbWjAzjTpj55dasS65tQowxjZ394/28n9fz/udN +Dr5y9sIOAoEQIcvffeyNyxECYRkIBBQjlxvtrK5V3DGgJrPGHscymheMnNmg +lhvInDxfGkulQexAdYyb/TLc3AircXKLgsf9xMrMqGVgE2dCNs2vg3rfe029 +cdneHVVDfJcFY10Zs7asT6BBcmznexRDPPdNbkjsKvA4JfKWCjVwWERn0G6t +QjTgBd6xNUCwInX75a5CeuyPZqTJGsjIiZA/zVwFxa6LFTlNtVDiv5N+ZGkV ++l2tlv6IZEDbp0MBOqFrsDcn6F19QB3oGudj7d6fgZfa8Wdv+lN4Fh/YtN9u +A9bO/r5B8WNBgVVWPXZsA06oHSg7lMKC60JWlfk/N+Cm9z7YqmKBm6duvnHE +BnwbwhYaSVgwbNQTp1W+ARqKm9GtRY2w1ur0jVhLBMwQj5Cngiaw1dZ92LEi +AvruL1rKh5qhhtH9S/hvYmgaW2k+08kBimoUIrHFUPOSupo7woEP4bs3h3vE +QDU8Zdm+wAEb07OXj8+LIXbaiaOo0gLM/wgoxiZbkJv38MSKZwvUX5vUHMra +gnh3BfJlXguwjosK4ZIEFAOFl9xZr6FDYMbUNZFCa9Npe9pPXAjGNEXrNlJY +Pn91ZSqDC+J4KQiOSiExceJ9QD4XDui+7bvvLwXnUDumzTMu3PG58/Hr+1J4 +bP3c1vUjF84OiGwM1LfBQUWLfCawDcY6e2pJkm34tTfjg5N9O4gmGs8Rlwjo +K/H8cT6PB0Pu6xflVwko2HnstGSQB0zmQfr6JgHdb+Xn6L/jQVjKowJ8lxy6 +OTrKg8884Ftkvysyk0O9m+Mfrckd8DQy+JKFvxyyk/jUlSZ0QLRYMem7TjnU +MPHrggqpE2Z1qBW+j3cgIuWgNMWvC8aqo8Z6b+9EW08c2vf+1gMXHCUuScEK +iBVnJwmt7AOecqL4ooEimvdL8J0t7gfbw/GFKZtKyPVumfBowADEMYKz3j5X +QUY95EgkHoB/GLTWhv+ghqY7IwI9b72B/e/Ln+/z2I1y1Adr1RQHZX8clfKS +NdD5Nt4up4RB8LINsqqK0UQtP3QmLk4NwvpUS2hAgBZyJz6P8j0xBJkvitxs +HLWRxjdK+73vDUFF0yGjBxgRJY9h3NrZIaiadCsiKegg8c8G0zTrYbBz2KOB +NnSQX4Nz8cy/hiFNybRQMqWL2sWbjzrrhqFNUtHLZ+9BS1kNc3Zzw3CbNLt+ +kvk1ou53OalM4oNjaFn7SLYeWohgGDZ68aHe/B5jV4Q+soTpw6mJfGASPTN7 +fA0Q/cm3TLlKPhRYxmvWfWeIKm8lVa/18GFXeNC/rTEjlBmY2VT6mQ/OFr8Y +umkbo8YLHjYO+gII3mlB/emjMbqrtHL+ipMAlLRTUk9NkBBlkbty1V8AfWXV +1kU0E3RuoupFMV0A2wn1FcIuE0RTrTnCzRPA8oz+vRgXMirScBU2MwSAh/7u +r1lHRozu+ZfZPAEk/8gp/LLXFJ1OfaGGTQqAXE5gih6YIk/9jBtzIgH8T3G8 +j6Nghq46J/Ec1HFYkte7LEgyQzgxaoZijsM+4l18a8kMDXNFAVJ7HDBWOCfy +gjlStvFmhFFwUC4Zb6geNUc0xjN6TiAO07l3rm+etEDyT9KP1kfjcINUysnj +yBxmyklLwUHz1SJ+xNYSPdRLLr+Zi0P6g+Gt+hJLhL+aj8srw4GjQspP0MHQ +G3L7vFcdDsvZFcqeqRhq1HJYuNKMg/uY/6RDGoZ8AnQEtTKX7NVmYekYMtv8 +8HJRZgon+ZJ8JoZujRQEhbFx+P8KjcfOw5CXNuZI4+AQfE4vzb4cQ01uFiqe +r3EY0r8jZ9GCoWspV07pt+NgFeb6VrsVQ0/TvpdQZU6plzB3tGHoBvFueZ7M +BykR54UdGPpsMjKkysMhK8mjuXAAQ8pk69dSmd2EO5K0/sBQQ+R4v7ATh+ID +LB+5KQzl0PxmDbtwWKPHHFiextDU0LE1X5kfagpHe+Yw9OVq0Kd+mbddXjnd +XsbQf6kG19jdOFCzY7XoKxh6f+rwcYnMT0atFi6uYWhB8vYrhx4cvo8tyD8h +wtBcaVE4Q+Z69pkYOzGGVPdwVRdlVlZTOmkqwdBBn7hKy14cgvzYJppSDBk9 +YDgEy/ziUYJoextDM6bx7GKZ/wLY20Co + "]]}, + Annotation[#, "Charting`Private`Tag$411881#2"]& ], + TagBox[ + {RGBColor[0.560181, 0.691569, 0.194885], AbsoluteThickness[1.6], + Opacity[1.], LineBox[CompressedData[" +1:eJwVzns01AkUB/BJVLRivMp7ED81tM2xCNW9qYRsT8QybSSkKNuEU1EkMXlt +Ohl5JEbrsUWc8gjNSEjkkTG/QolKD7vGIw3Nrv3tH/fc+znn3nO/Rv4n9h2R +o9FoXlT937f0Om6k0SRAjZaq4tDNK9Ryn/YoU+Z8t5yz2Qmv9n7zLNSlHFMV +Or/CBzg9ZeFOtpTzzm6yEoZAcbfGH8lhEhBkb9SasDgDK7o+0LWHJMBgZBie +M0iCwWfcMVbdJAh2XLQmvTKhZPl7zuK2SVjPmRhuncuEiJ0gJxJNQkU7oyk+ +iwcqz6b1oiYnIZ1twLogygLHdt99jeZToKq7i8nEHChpW9fgmjkFiTr69Fu/ +5UPEk96rhznTcPxSwcD9Vj44SKPKD16chnfqH3fzVIqAxjTs8L46DcNTKfl6 +B4qAm35MYU/FNFxIWTig9r4I8nzkozaOT8NJVbZsVHYbWiat2ZoBM+DMYLhz +9UtAyyCLaN3/FRhLWPsdLe7Ag4hf69dafYP8487kY+9K+LO843Jw5Tz4utv/ +4FtZA0/FJhVajH+heFTGld/TCNLXDz00xmkYmO7EDhwXwpimJ9+rWA61iu2X +m2xvhsGysMHnSfL4U/qG8x7XWuCIncwx2n8JNs3RA+kFbdCmdGY+UHcZGtyw +/eXeoXZgOURkx80ponmuvWuQTgecLvdPeVm9HFueNo3qZHTCz7rNd4JDlXHW +uLYr58NzWPuhsHqNswrSL2+KydXrhpPzdooZsaqouUfFyvBuN+xi+TFLw+nI +S7PXrYYemB1tCmCz1dD8Ut3H0sc9kFyT47TOTh2b2SojE9a9wK+31ucRGsjV +ZjlDSS+UjjjlGC7RxDd7nzFSlV+A1YaVqvhNE928Wh2UTr2ABEXjbNmoFrZJ +Pxurdb+AFhn/eb9gJSqMppeeN+qDJMOxWZeKVVjD3foXh9MHdgG3Wl+laWOC +d1CfR0MfVK2+Xr70mA42Cq/gS5oIKjRckzu9dLEyxoan5CSCG2YR9Hs2ehg5 +mK+od1EES4P9rlgS+jiSMlDYKhTBZtPLek7qBsg4LS1QkInAX97U89yEAVaP +XDEp+LEfFNXj4ne+NsR4HpwYDOiHrltlljkHGbiLuyqWuNYPC5FV/OFnDOz7 +VG8SKugHyXud6+GORuhuv5nl/Hc/kAGNPvR7RljeUXfRbKUYYs8Ks/8xN8Ym +kVLvhS1iMCqkVUh5xsiuahB6BInh9rKhLuESE1R4lJD6mSuGcQXtEHG0Ce5+ +YFs1Xi6GNRq/k9/HTTCh9ou7ao8YiLpg4fEjq3FxX4wLd1oMSnlD98sGVqP8 +hUtHFTRIeHc1NWbOxRSftCudZrJIOG94U5ghNEWnk7O+mbtJoDd8ITeyzLBY +EPZaEkJCIk/0vSrPDNNiBJ098SQIlxtmRWoSKOo4NTF2kwRJGl/JNZ5AM3nN +ZLcaEnYM+oxsSCBw8HJxVjXlPHP1OiKRwEeBxpnGtSS4CWOPKiQT6FAi9pNS +Lpk62CbIINCXecem8CEJ/h7aCbaF1P0M8fZrIwl9OqmLTJsIpCds3Zf2hARm +0PaX6s0ESk1SD0spx1XJKuRaCEy/t/6IXwsJ692OHRp+SmBM4hU7q1YSUqKd +H2X3EMgJmDPrbyPBaVguWu0ttc+pX6ndQUKuRZ37olECeWWm62Mpz0SFW0je +EchfYWD3iXIBfXig8yOBIfLterWdJCw4NtgnSQhcZx7G9OoiwTONoxY1RWA3 +VLQ9onx3gPk5cIbAJkGOJ9FNgi/nRtY2KYGu3Lhts5SrBHvDreYJxOtxfHYP +CUrKii7GMgKdr9p/babs5y1g0P+l8gzdsbHoJaGmKFK6sED9738TnEH5Pznk +l4w= + "]]}, + Annotation[#, "Charting`Private`Tag$411881#3"]& ]}, {}}, InsetBox[ + TemplateBox[{ + "\"\\!\\(\\*SubscriptBox[\\(A\\), \\(221\\)]\\)\"", + "\"\\!\\(\\*SubscriptBox[\\(A\\), \\(330\\)]\\)\"", + "\"\\!\\(\\*SubscriptBox[\\(A\\), \\(220\\)]\\)\"", + "\"\\!\\(\\*SubscriptBox[\\(A\\), \\(321\\)]\\)\""}, + "LineLegend", + DisplayFunction->(FormBox[ + StyleBox[ + StyleBox[ + PaneBox[ + TagBox[ + GridBox[{{ + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]], { + LineBox[{{0, 10}, {20, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]], {}}}, + AspectRatio -> Full, ImageSize -> {20, 10}, + PlotRangePadding -> None, ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #}, { + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]], { + LineBox[{{0, 10}, {20, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]], {}}}, + AspectRatio -> Full, ImageSize -> {20, 10}, + PlotRangePadding -> None, ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #2}, { + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], { + LineBox[{{0, 10}, {20, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], {}}}, + AspectRatio -> Full, ImageSize -> {20, 10}, + PlotRangePadding -> None, ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #3}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"]}}, + GridBoxAlignment -> {"Columns" -> {{Left}}, "Rows" -> {{Top}}}, + AutoDelete -> False, + GridBoxItemSize -> { + "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, + GridBoxSpacings -> {"Columns" -> {{1}}, "Rows" -> {{0}}}], + "Grid"], Alignment -> Left, AppearanceElements -> None, + ImageMargins -> {{5, 5}, {5, 5}}, ImageSizeAction -> + "ResizeToFit"], LineIndent -> 0, StripOnInput -> False], { + Directive[ + GrayLevel[0], Bold, 16], FontFamily -> "Arial"}, Background -> + Automatic, StripOnInput -> False], TraditionalForm]& ), + Editable->True, + InterpretationFunction:>(RowBox[{"LineLegend", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.368417, 0.506779, 0.709798], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.24561133333333335`, 0.3378526666666667, + 0.4731986666666667], FrameTicks -> None, PlotRangePadding -> + None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.368417`", ",", "0.506779`", ",", "0.709798`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.368417, 0.506779, 0.709798]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.368417, 0.506779, 0.709798], Editable -> False, + Selectable -> False]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.880722, 0.611041, 0.142051], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.587148, 0.40736066666666665`, 0.09470066666666668], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.880722`", ",", "0.611041`", ",", "0.142051`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.880722, 0.611041, 0.142051]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.880722, 0.611041, 0.142051], Editable -> False, + Selectable -> False]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.560181, 0.691569, 0.194885], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.37345400000000006`, 0.461046, 0.12992333333333334`], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.560181`", ",", "0.691569`", ",", "0.194885`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.560181, 0.691569, 0.194885]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.560181, 0.691569, 0.194885], Editable -> False, + Selectable -> False]}], "]"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{#, ",", #2, ",", #3, ",", #4}], "}"}], ",", + RowBox[{"LegendMarkers", "\[Rule]", "None"}], ",", + RowBox[{"LabelStyle", "\[Rule]", + RowBox[{"Directive", "[", + RowBox[{ + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + GrayLevel[0], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> GrayLevel[0.], FrameTicks -> None, + PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"GrayLevel", "[", "0", "]"}], NumberMarks -> + False]], Appearance -> None, BaseStyle -> {}, + BaselinePosition -> Baseline, DefaultBaseStyle -> {}, + ButtonFunction :> With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + GrayLevel[0]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["GrayLevelColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + GrayLevel[0], Editable -> False, Selectable -> False], ",", + "Bold", ",", "16"}], "]"}]}], ",", + RowBox[{"LegendLayout", "\[Rule]", "\"Column\""}]}], "]"}]& )], + Scaled[{0.9, 0.72}], ImageScaled[{0.5, 0.5}], + BaseStyle->{FontSize -> Larger}, + FormatType->StandardForm]}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->{True, True}, + AxesLabel->{None, None}, + AxesOrigin->{1., 0}, + DisplayFunction->Identity, + Epilog->{{ + PointBox[CompressedData[" +1:eJxTTMoPSmViYGAQA2IQfamJEUh+sI/a0VPjXfnAvllPF8x/IvtQKXjnA3t/ +hr//////bF+WnffV3/uhPUd8LFD+h31Py7zqAoaH9puLDlre9/9rX1LFfzT9 +wT37+WslQAY6nNesLTh07659oGaa+Lp2JoeLaxwCZuy7a//t0RugecwO0lLV +7eE2d+x3qAUpxfCzOFy/r3GghOGufaE2L1A7h8PeUwoBPED55PeSzCD+hNMR +hjvf3LY/pswJlOdxOH7njrOv3S17mW1z9vz/z++g9MW+MSrklv05s3//Qfye +jcH3Zqy4ae+hJQNUL+LA8GG6zrH5N+0lfQ4D5UUdXHZ7+7atvWm/cNr6H9/+ +izvEtnjW/192w77fXRJogYSDYdX/FVd6btibTwZ5R8bB5k8kW9fH6/axd/oO +fe1QcDjM9+pubvANe6NOSaC8ksMykbRDefev28f5bAGar+wQe2DJEdGX1+0B +RmOfJA== + "]]}, { + PointBox[CompressedData[" +1:eJxTTMoPSmViYGAQA2IQfamJEUh+sL/W6RW8gKHKrllPF8zfp32gr3F6sZ0/ +w9////9/tv98SiMxomODPUd8LFD+h/3K/HX6ZsV77DcXHbS87//X/nX8/CPs +Kkft56+VABno4Oj/8U/pquP2gZpp4uvamRxKrVNP7tE4bf/t0RugecwOhqc7 +ZP42nrLfoRakFMPP4pBft2F+3+cz9oXavEDtHA6Fbyftzta9YJ/8XpIZxD/z +f45315EL9seUOYHyPA5MVSK35DIu28tsm7Pn/39+h/aOycpbwi7bnzP79x/E +Pzvj9SXRqMv2HloyQPUiDuKNn4Q/rr5iL+lzGCgv6tCqtCKvxOWq/cJp6398 ++y/usMrlwMbTd67a97tLAi2QcJj17LzHOs5r9uaTQd6RcTA81bsl+fQ1+9g7 +fYe+dig4bKm/+fd99XV7o05JoLySw+v1u+xfX71uH+ezBWi+skPprOvvDdVu +2AMAa6ShlQ== + "]]}, { + PointBox[CompressedData[" +1:eJxTTMoPSmViYGAQA2IQfamJEUh+sN97X/bT9yOhds16umA+h2e4aUtsjp0/ +w9////9/tu+wupnVcHipPUd8LFD+h/3O/iaN+ac3228uOmh53/+vfaxYS1WE +w177+WslQAY6PFj2lrnsygH7QM008XXtTA7ZhldND+sdsf/26A3QPGaH/HBN +reu3j9rvUAtSiuFncTjHHhE3NeKYfaE2L1A7h8Ps+ymm+51O2Se/l2QG8ffN ++LrwWtIp+2PKnEB5HofIhO8HvF+ftZfZNmfP///8Dv5FLhP4gy/YnzP79x/E +txLY2zXR4IK9h5YMUL2Ig9f1kiXB4ZfsJX0OA+VFHXY2yK6fEnTZfuG09T++ +/Rd3mPR5yyvPgCv2/e6SQAskHKL5A3tFzK/Ym08GeUfGwSonibfS76p97J2+ +Q187FBzen3ddwLfmmr1RpyRQXsmB6QZj2Gm36/ZxPluA5is7vJ57Ia5N4IY9 +AMlAmNg= + "]]}}, + Frame->{{True, True}, {True, True}}, + FrameLabel->{{ + FormBox[ + "\"\\!\\(\\*SubscriptBox[\\(A\\), \\(0\\)]\\)\"", TraditionalForm], + None}, { + FormBox["\"q\"", TraditionalForm], None}}, + FrameStyle->Directive[ + GrayLevel[0], Bold, 16], + FrameTicks->FrontEndValueCache[{{Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}, {Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}}, {{Automatic, {{0., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {0.1, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {0.2, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {0.3, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {0.4, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {0.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {-0.1, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.08, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.06, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.04, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.02, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.02, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.04, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.06, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.08, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.12, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.14, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.16, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.18, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.22, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.24, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.26, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.28, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.32, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.34, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.36, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.38, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.42, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.44, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.46, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.48, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.52, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.54, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.56, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.58, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.6, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}}}, {Automatic, {{2., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {4., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {6., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {8., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {10., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {12., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {0., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {4.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {5., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {5.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {6.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {8.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {9., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {9.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {10.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {11., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {11.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {12.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {13., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {13.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {14., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}}}}], + GridLines-> + FrontEndValueCache[{ + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& , + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& }, {{{ + 2., + Directive[ + AbsoluteThickness[0.1]]}, {4., + Directive[ + AbsoluteThickness[0.1]]}, {6., + Directive[ + AbsoluteThickness[0.1]]}, {8., + Directive[ + AbsoluteThickness[0.1]]}, {10., + Directive[ + AbsoluteThickness[0.1]]}, {12., + Directive[ + AbsoluteThickness[0.1]]}, {0., + Directive[ + AbsoluteThickness[0.1]]}, {0.5, + Directive[ + AbsoluteThickness[0.1]]}, {1., + Directive[ + AbsoluteThickness[0.1]]}, {1.5, + Directive[ + AbsoluteThickness[0.1]]}, {2.5, + Directive[ + AbsoluteThickness[0.1]]}, {3., + Directive[ + AbsoluteThickness[0.1]]}, {3.5, + Directive[ + AbsoluteThickness[0.1]]}, {4.5, + Directive[ + AbsoluteThickness[0.1]]}, {5., + Directive[ + AbsoluteThickness[0.1]]}, {5.5, + Directive[ + AbsoluteThickness[0.1]]}, {6.5, + Directive[ + AbsoluteThickness[0.1]]}, {7., + Directive[ + AbsoluteThickness[0.1]]}, {7.5, + Directive[ + AbsoluteThickness[0.1]]}, {8.5, + Directive[ + AbsoluteThickness[0.1]]}, {9., + Directive[ + AbsoluteThickness[0.1]]}, {9.5, + Directive[ + AbsoluteThickness[0.1]]}, {10.5, + Directive[ + AbsoluteThickness[0.1]]}, {11., + Directive[ + AbsoluteThickness[0.1]]}, {11.5, + Directive[ + AbsoluteThickness[0.1]]}, {12.5, + Directive[ + AbsoluteThickness[0.1]]}, {13., + Directive[ + AbsoluteThickness[0.1]]}, {13.5, + Directive[ + AbsoluteThickness[0.1]]}, {14., + Directive[ + AbsoluteThickness[0.1]]}}, {{0., + Directive[ + AbsoluteThickness[0.1]]}, {0.1, + Directive[ + AbsoluteThickness[0.1]]}, {0.2, + Directive[ + AbsoluteThickness[0.1]]}, {0.3, + Directive[ + AbsoluteThickness[0.1]]}, {0.4, + Directive[ + AbsoluteThickness[0.1]]}, {0.5, + Directive[ + AbsoluteThickness[0.1]]}, {-0.1, + Directive[ + AbsoluteThickness[0.1]]}, {-0.08, + Directive[ + AbsoluteThickness[0.1]]}, {-0.06, + Directive[ + AbsoluteThickness[0.1]]}, {-0.04, + Directive[ + AbsoluteThickness[0.1]]}, {-0.02, + Directive[ + AbsoluteThickness[0.1]]}, {0.02, + Directive[ + AbsoluteThickness[0.1]]}, {0.04, + Directive[ + AbsoluteThickness[0.1]]}, {0.06, + Directive[ + AbsoluteThickness[0.1]]}, {0.08, + Directive[ + AbsoluteThickness[0.1]]}, {0.12, + Directive[ + AbsoluteThickness[0.1]]}, {0.14, + Directive[ + AbsoluteThickness[0.1]]}, {0.16, + Directive[ + AbsoluteThickness[0.1]]}, {0.18, + Directive[ + AbsoluteThickness[0.1]]}, {0.22, + Directive[ + AbsoluteThickness[0.1]]}, {0.24, + Directive[ + AbsoluteThickness[0.1]]}, {0.26, + Directive[ + AbsoluteThickness[0.1]]}, {0.28, + Directive[ + AbsoluteThickness[0.1]]}, {0.32, + Directive[ + AbsoluteThickness[0.1]]}, {0.34, + Directive[ + AbsoluteThickness[0.1]]}, {0.36, + Directive[ + AbsoluteThickness[0.1]]}, {0.38, + Directive[ + AbsoluteThickness[0.1]]}, {0.42, + Directive[ + AbsoluteThickness[0.1]]}, {0.44, + Directive[ + AbsoluteThickness[0.1]]}, {0.46, + Directive[ + AbsoluteThickness[0.1]]}, {0.48, + Directive[ + AbsoluteThickness[0.1]]}, {0.52, + Directive[ + AbsoluteThickness[0.1]]}, {0.54, + Directive[ + AbsoluteThickness[0.1]]}, {0.56, + Directive[ + AbsoluteThickness[0.1]]}, {0.58, + Directive[ + AbsoluteThickness[0.1]]}, {0.6, + Directive[ + AbsoluteThickness[0.1]]}}}], + GridLinesStyle->Directive[ + GrayLevel[0.5, 0.4]], + ImagePadding->All, + ImageSize->Large, + LabelStyle->Directive[ + GrayLevel[0], Bold, 16], + Method->{ + "DefaultBoundaryStyle" -> Automatic, + "DefaultGraphicsInteraction" -> { + "Version" -> 1.2, "TrackMousePosition" -> {True, False}, + "Effects" -> { + "Highlight" -> {"ratio" -> 2}, "HighlightPoint" -> {"ratio" -> 2}, + "Droplines" -> { + "freeformCursorMode" -> True, + "placement" -> {"x" -> "All", "y" -> "None"}}}}, + "DefaultMeshStyle" -> AbsolutePointSize[6], "ScalingFunctions" -> None, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}}, + PlotRange->{{1, 12}, {0., 0.5387523758450385}}, + PlotRangeClipping->True, + PlotRangePadding->{{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.05], + Scaled[0.05]}}, + Ticks->{Automatic, Automatic}], + InterpretTemplate[Legended[ + Graphics[{{{{}, {}, + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]], + Line[CompressedData[" +1:eJwV1Hk8VekfB3B07fteluyOUlmHpPF93HIt2WfGZFDZotGmkJSmVJaIwthp +QaFEaTG2kCX7tOhe3Hu7F5WfZO5iS+L39Md9ndf7dV6fz/2e53nO0Qk65h0q +JCAgUIF/P672r8k7BQQ4YOn8YrfzLRbIKBT3vJLmwLqtT/nmFSwY9Vr0KVXn +AP94WPqHByyIenUvkmLNgUn3geCqRhbYy4usqTpw4N0qZ7mlDee9DqT9z5sD +UxdlrG91s6DiX6W7aUc5MGvLl3zzmgXRcscs953lQNp/wX36NBaQPXvaTK5w +gNkSFe/EYMHYUDz9dTkHtvvx2sU/4b6hj/IbGBzQPnbzdfoSvi9jf2N6mgMi +Gg+9Uldwv3vhlqYlDpSlJe4OFGADedDDcb8SF+zsQ8eLRNkgK1P11lSXCx6z +EyYkSTbQ3UhBQqZcEJtws3KSYUP0QP3Z8j1cyFZIOX9ICeelFSVO+XKhWWuI +7KTKBhm3I7lOYVzYW6HVKKLGhop+nUefE7hwc9Wi2EAL56XOQvM1LgwOd4Yk +6eC867v+9BIuCO/dVtKnh/+v78onswYuaCy0LH0n2FAp+SFq3UsuuDPk/viy +iQ0xe0BoeJgLPJf66jZjnE/Nz7gzwYXZBKvUM1vx/H18jVguzqe8SFQ3wX0S +7lXOa1yg0QPNbpvieVwqrNWleXD4EXe9nDnO9/p7txjxYEDPuLvUEuclnr3P +sOLBQVZGQe9POO8sfyRwNw8y4v/qGLXC86RELJt786DNwa7jrTWep6cziXSA +B1uqflf5ZzsbdolrK787wgNJ9weWyTZskHOOu333DA98qlJzyDtwX/Jbk9Mp +PLjmWlM7hV35cluzSy4P7tcFzMfZ4j6xFBeNch6cGzj69is22WmC+uURD/JU +/RtDd+L5kn8Ofd7Kg/FQd+Xn2PTuXN61QR7keBnvEfkZ94ny/gqi82DU+/YL +W+wYR1dpy2kehCXZTOzH3pV0p0B4iQexRn9IncSW6xYwogrzQe2R/41obIaI +35MKRT6ot2Qvh2FXUZ6Q43T4kJftH+fyoy9R9t89JnzQj9I+rfmjr+tQgObP +fIjLOuTBxvPIiXRMz7rwoZY59UvOj/kcNsa27uVDUeSFsZ3YlZdjhTMP8sH1 +lbfN8I/n7XydGRzFB7uP7S37sW2XYmv2XeRDTvontVd4fQSMtfp9M/nQyviD +Z47dGdA59estPjQU77pzGa/vlWsRwp61fGCmFP3dg9ff44W87p7nfDh/2l5z +De+P0sIzO8ogH0osVnINsUv8SLE7Z/A8cb3drnh/g9Orsq2/8SFIP9HIFe+/ +UZvnQ3OJOYiG52/sLNjwyLB42shoDsZzj7uu4fPTxf0pQDlkDv7WWLOex+cv +VZ9+Wu7kHISILvyZu5kNnr8n5EgmzAFhmGZvgs/raNPgkODNOaDsq/iEDNkw +mxRGnh2bA32JYiM+fh9UNuYT3b/MQ+P7s9nd8mwY84Td7UHzcEmjs58ly4ab +Fz8caI6cB2fNMQe+NBs2/8+soC5jHiLLnepJEmywe9wrdbNvHqQ843KYgmw4 +6LLCjd21AE2RzROZHBY8jdnftNliEXRIPuzFXhYUGF+tI+wXwTxmUvvBSxac +YzVU6XsswvyAECWoiwUUF5X8jRGL4K6gmt6Bv0/DmgPRCqWLcJS5S+NkPQvm +OnaYLCssgUIZ0zqpnAVmiiq3e3hL4H/38CfeORbcr+lPCn+0DMfDp7PAjAU9 +VL1aFe1VeKbkf0yd/B6WmI2/Kc0IoMdfLQKOmTPhrePCQWG+AJJxa+gf2saE +2lrT2IWvAqg0y6ra3JgJYQnlBTRRQaS37N68pseEdwYZ74v0BBHn8dDqU2Um +PD4cdMjATxBVifymk/+VAceXxeKtegWR2/370vovGPBJ2adsb4UQ+tdyh5JM +AAPsYq3imTVCiDCVdWz1ZUDOqIpPyDMh1HUr62uUDwMoN6iix7uE0FEi7N0H +DwbcMfKNSJoUQrHmsPMDmQEhtv7mT7XXIe/wi1q+mxgwfiCoVTF/HXpu/u24 +2BId6PeO0gdTSKj+ynkHrSI6KIyL5ZhdJyHnJJvBY/l0cFpf6pGdR0Lkj+ae +7Tl0eHyJ2u57l4S2z/vZHLlOh6sBqHKyg4Seln85MZpIBztZhZjlNRJa9HHe +IH+CDjdPPJE1jBFGaFu26qQzHUJtVsjxQSKo/VXwwb7VMXgpEbd8UF0M8S5f +qfe+OAZmtjGFCV/FUdfIbOGa/BhE1wRdHXkmiby/TOf/92wU3NQ7qsOPSKNe +hd3F9RGjsPlj6bNNTrKo+nuWuon+KF5PG/GsC3LIrqJaV3d6BNzNAo2rIuWR +afmVvRvqRmBhoj0kIEABSUm9KXpxcQTS6oso22wUUfDfkwWV/iNQ1vSTZh6h +hJbdh4RnrUagapxSpCWijJaZSkSc6ghYbFeVQ4vK6HPjtqTPSzRIFNctXJlQ +QSrFis/XGDToWikbfNeqiu53bhp26KZBitanBefa9SiuqFBlqpYGNiG3ukcz +NqAb9gY1H4tpUKefUyMaoYYcrHKiX6fRoFbJJW1grzrq889cHT5DgwLDGPmH +Vhqow//pmMMRGoiGB6ZuJTSRbnKLS/M+GtgZJGlQFDciyrj9cr4XDYJIBj5n +/9uIfPe2pCEKDcQVEy7tYWqhQ9MK64Z30GDo1r2tRfu00YlLOoMzpjRYO1VX +xurTRob2X4JHCRpwPqjlRJJ10Ey9s37lRhrQQlr85B/qoOIv2eZlKjS4cKat +8LuRLrq0Vh1yXoYGOqUCtUt5ushCeNDtgCgN7ogxhtpE9NDJrqar/QI0mBHe +8Cc1Xg95tV5uVl6mwial67RvM3ron4e/J2ybowLREN52OFQfuRkqShnOUkGi +hPHk3pg+Mmy/Xn1tigqTmennvjoboPGiePHSCSr8pXWjLavNAB129jyaxaSC +fPNn2k4zQ/QxsXp+/SgVkvOGv9WVGCK10aOkmWEqtElq5Z9SJtCiJb+4+BUV +OBllEi6XCPQ92Um/b4AKjnS/8e2JBDrSbH22AbvESLGBSCbQdPU9aiW2a9uF +Q8JpBPLM08xPxq7k7XvZmkWgxHgpCgU76LcNidalBDIzMnFs76fCW7V0QYN2 +AmWSA9839VHBOMxhRLGDQDpF0+X3sRPqVmqFugiUu552rAjb1DXiAKuHQAnn +x6TPYl+Nd3pe+IpANm7hJ2yxKSyheAU2gR6oNtMbeqlQvKXhV8EJAlVpK4xU +Yc/FRm7hTBLo6rVGWgH2bXnW2MAUgd60i47HYa+Rm3ekcAhk6fOnhi22T0aU +QiyPQNWxjhbG2A/GjKcPzhFonWOkmzq2f1RB/u4lAuXJ3U391kOFulavSItl +AgXqPKz5jC0hLe6su0IgTXESdQw70LdVW36VQNFvSgT7sevLTy2trREoIu28 +SRP2/wEaOR0Y + "]]}, "Charting`Private`Tag$411881#1"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]], + Line[CompressedData[" +1:eJwVzns41PkeB/DRRu65DK3rGLdfJTaPbV0qn2/KJc1xKpqHxxq5FMWKk8tk +V0XWyiHinMp9RUfHpRkrXYbWjAzjTpj55dasS65tQowxjZ394/28n9fz/udN +Dr5y9sIOAoEQIcvffeyNyxECYRkIBBQjlxvtrK5V3DGgJrPGHscymheMnNmg +lhvInDxfGkulQexAdYyb/TLc3AircXKLgsf9xMrMqGVgE2dCNs2vg3rfe029 +cdneHVVDfJcFY10Zs7asT6BBcmznexRDPPdNbkjsKvA4JfKWCjVwWERn0G6t +QjTgBd6xNUCwInX75a5CeuyPZqTJGsjIiZA/zVwFxa6LFTlNtVDiv5N+ZGkV ++l2tlv6IZEDbp0MBOqFrsDcn6F19QB3oGudj7d6fgZfa8Wdv+lN4Fh/YtN9u +A9bO/r5B8WNBgVVWPXZsA06oHSg7lMKC60JWlfk/N+Cm9z7YqmKBm6duvnHE +BnwbwhYaSVgwbNQTp1W+ARqKm9GtRY2w1ur0jVhLBMwQj5Cngiaw1dZ92LEi +AvruL1rKh5qhhtH9S/hvYmgaW2k+08kBimoUIrHFUPOSupo7woEP4bs3h3vE +QDU8Zdm+wAEb07OXj8+LIXbaiaOo0gLM/wgoxiZbkJv38MSKZwvUX5vUHMra +gnh3BfJlXguwjosK4ZIEFAOFl9xZr6FDYMbUNZFCa9Npe9pPXAjGNEXrNlJY +Pn91ZSqDC+J4KQiOSiExceJ9QD4XDui+7bvvLwXnUDumzTMu3PG58/Hr+1J4 +bP3c1vUjF84OiGwM1LfBQUWLfCawDcY6e2pJkm34tTfjg5N9O4gmGs8Rlwjo +K/H8cT6PB0Pu6xflVwko2HnstGSQB0zmQfr6JgHdb+Xn6L/jQVjKowJ8lxy6 +OTrKg8884Ftkvysyk0O9m+Mfrckd8DQy+JKFvxyyk/jUlSZ0QLRYMem7TjnU +MPHrggqpE2Z1qBW+j3cgIuWgNMWvC8aqo8Z6b+9EW08c2vf+1gMXHCUuScEK +iBVnJwmt7AOecqL4ooEimvdL8J0t7gfbw/GFKZtKyPVumfBowADEMYKz3j5X +QUY95EgkHoB/GLTWhv+ghqY7IwI9b72B/e/Ln+/z2I1y1Adr1RQHZX8clfKS +NdD5Nt4up4RB8LINsqqK0UQtP3QmLk4NwvpUS2hAgBZyJz6P8j0xBJkvitxs +HLWRxjdK+73vDUFF0yGjBxgRJY9h3NrZIaiadCsiKegg8c8G0zTrYbBz2KOB +NnSQX4Nz8cy/hiFNybRQMqWL2sWbjzrrhqFNUtHLZ+9BS1kNc3Zzw3CbNLt+ +kvk1ou53OalM4oNjaFn7SLYeWohgGDZ68aHe/B5jV4Q+soTpw6mJfGASPTN7 +fA0Q/cm3TLlKPhRYxmvWfWeIKm8lVa/18GFXeNC/rTEjlBmY2VT6mQ/OFr8Y +umkbo8YLHjYO+gII3mlB/emjMbqrtHL+ipMAlLRTUk9NkBBlkbty1V8AfWXV +1kU0E3RuoupFMV0A2wn1FcIuE0RTrTnCzRPA8oz+vRgXMirScBU2MwSAh/7u +r1lHRozu+ZfZPAEk/8gp/LLXFJ1OfaGGTQqAXE5gih6YIk/9jBtzIgH8T3G8 +j6Nghq46J/Ec1HFYkte7LEgyQzgxaoZijsM+4l18a8kMDXNFAVJ7HDBWOCfy +gjlStvFmhFFwUC4Zb6geNUc0xjN6TiAO07l3rm+etEDyT9KP1kfjcINUysnj +yBxmyklLwUHz1SJ+xNYSPdRLLr+Zi0P6g+Gt+hJLhL+aj8srw4GjQspP0MHQ +G3L7vFcdDsvZFcqeqRhq1HJYuNKMg/uY/6RDGoZ8AnQEtTKX7NVmYekYMtv8 +8HJRZgon+ZJ8JoZujRQEhbFx+P8KjcfOw5CXNuZI4+AQfE4vzb4cQ01uFiqe +r3EY0r8jZ9GCoWspV07pt+NgFeb6VrsVQ0/TvpdQZU6plzB3tGHoBvFueZ7M +BykR54UdGPpsMjKkysMhK8mjuXAAQ8pk69dSmd2EO5K0/sBQQ+R4v7ATh+ID +LB+5KQzl0PxmDbtwWKPHHFiextDU0LE1X5kfagpHe+Yw9OVq0Kd+mbddXjnd +XsbQf6kG19jdOFCzY7XoKxh6f+rwcYnMT0atFi6uYWhB8vYrhx4cvo8tyD8h +wtBcaVE4Q+Z69pkYOzGGVPdwVRdlVlZTOmkqwdBBn7hKy14cgvzYJppSDBk9 +YDgEy/ziUYJoextDM6bx7GKZ/wLY20Co + "]]}, + "Charting`Private`Tag$411881#2"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], + Line[CompressedData[" +1:eJwVzns01AkUB/BJVLRivMp7ED81tM2xCNW9qYRsT8QybSSkKNuEU1EkMXlt +Ohl5JEbrsUWc8gjNSEjkkTG/QolKD7vGIw3Nrv3tH/fc+znn3nO/Rv4n9h2R +o9FoXlT937f0Om6k0SRAjZaq4tDNK9Ryn/YoU+Z8t5yz2Qmv9n7zLNSlHFMV +Or/CBzg9ZeFOtpTzzm6yEoZAcbfGH8lhEhBkb9SasDgDK7o+0LWHJMBgZBie +M0iCwWfcMVbdJAh2XLQmvTKhZPl7zuK2SVjPmRhuncuEiJ0gJxJNQkU7oyk+ +iwcqz6b1oiYnIZ1twLogygLHdt99jeZToKq7i8nEHChpW9fgmjkFiTr69Fu/ +5UPEk96rhznTcPxSwcD9Vj44SKPKD16chnfqH3fzVIqAxjTs8L46DcNTKfl6 +B4qAm35MYU/FNFxIWTig9r4I8nzkozaOT8NJVbZsVHYbWiat2ZoBM+DMYLhz +9UtAyyCLaN3/FRhLWPsdLe7Ag4hf69dafYP8487kY+9K+LO843Jw5Tz4utv/ +4FtZA0/FJhVajH+heFTGld/TCNLXDz00xmkYmO7EDhwXwpimJ9+rWA61iu2X +m2xvhsGysMHnSfL4U/qG8x7XWuCIncwx2n8JNs3RA+kFbdCmdGY+UHcZGtyw +/eXeoXZgOURkx80ponmuvWuQTgecLvdPeVm9HFueNo3qZHTCz7rNd4JDlXHW +uLYr58NzWPuhsHqNswrSL2+KydXrhpPzdooZsaqouUfFyvBuN+xi+TFLw+nI +S7PXrYYemB1tCmCz1dD8Ut3H0sc9kFyT47TOTh2b2SojE9a9wK+31ucRGsjV +ZjlDSS+UjjjlGC7RxDd7nzFSlV+A1YaVqvhNE928Wh2UTr2ABEXjbNmoFrZJ +Pxurdb+AFhn/eb9gJSqMppeeN+qDJMOxWZeKVVjD3foXh9MHdgG3Wl+laWOC +d1CfR0MfVK2+Xr70mA42Cq/gS5oIKjRckzu9dLEyxoan5CSCG2YR9Hs2ehg5 +mK+od1EES4P9rlgS+jiSMlDYKhTBZtPLek7qBsg4LS1QkInAX97U89yEAVaP +XDEp+LEfFNXj4ne+NsR4HpwYDOiHrltlljkHGbiLuyqWuNYPC5FV/OFnDOz7 +VG8SKugHyXud6+GORuhuv5nl/Hc/kAGNPvR7RljeUXfRbKUYYs8Ks/8xN8Ym +kVLvhS1iMCqkVUh5xsiuahB6BInh9rKhLuESE1R4lJD6mSuGcQXtEHG0Ce5+ +YFs1Xi6GNRq/k9/HTTCh9ou7ao8YiLpg4fEjq3FxX4wLd1oMSnlD98sGVqP8 +hUtHFTRIeHc1NWbOxRSftCudZrJIOG94U5ghNEWnk7O+mbtJoDd8ITeyzLBY +EPZaEkJCIk/0vSrPDNNiBJ098SQIlxtmRWoSKOo4NTF2kwRJGl/JNZ5AM3nN +ZLcaEnYM+oxsSCBw8HJxVjXlPHP1OiKRwEeBxpnGtSS4CWOPKiQT6FAi9pNS +Lpk62CbIINCXecem8CEJ/h7aCbaF1P0M8fZrIwl9OqmLTJsIpCds3Zf2hARm +0PaX6s0ESk1SD0spx1XJKuRaCEy/t/6IXwsJ692OHRp+SmBM4hU7q1YSUqKd +H2X3EMgJmDPrbyPBaVguWu0ttc+pX6ndQUKuRZ37olECeWWm62Mpz0SFW0je +EchfYWD3iXIBfXig8yOBIfLterWdJCw4NtgnSQhcZx7G9OoiwTONoxY1RWA3 +VLQ9onx3gPk5cIbAJkGOJ9FNgi/nRtY2KYGu3Lhts5SrBHvDreYJxOtxfHYP +CUrKii7GMgKdr9p/babs5y1g0P+l8gzdsbHoJaGmKFK6sED9738TnEH5Pznk +l4w= + "]]}, "Charting`Private`Tag$411881#3"]}}, {}}, { + DisplayFunction -> Identity, Ticks -> {Automatic, Automatic}, + AxesOrigin -> {1.`15.954589770191003, 0}, FrameTicks -> {{Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}, {Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}}, + GridLines -> { + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& , + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& }, + DisplayFunction -> Identity, PlotRangePadding -> {{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.05], + Scaled[0.05]}}, PlotRangeClipping -> True, ImagePadding -> All, + DisplayFunction -> Identity, AspectRatio -> GoldenRatio^(-1), + Axes -> {True, True}, AxesLabel -> {None, None}, AxesOrigin -> {1., 0}, + DisplayFunction :> Identity, Epilog -> {{ + Point[CompressedData[" +1:eJxTTMoPSmViYGAQA2IQfamJEUh+sI/a0VPjXfnAvllPF8x/IvtQKXjnA3t/ +hr//////bF+WnffV3/uhPUd8LFD+h31Py7zqAoaH9puLDlre9/9rX1LFfzT9 +wT37+WslQAY6nNesLTh07659oGaa+Lp2JoeLaxwCZuy7a//t0RugecwO0lLV +7eE2d+x3qAUpxfCzOFy/r3GghOGufaE2L1A7h8PeUwoBPED55PeSzCD+hNMR +hjvf3LY/pswJlOdxOH7njrOv3S17mW1z9vz/z++g9MW+MSrklv05s3//Qfye +jcH3Zqy4ae+hJQNUL+LA8GG6zrH5N+0lfQ4D5UUdXHZ7+7atvWm/cNr6H9/+ +izvEtnjW/192w77fXRJogYSDYdX/FVd6btibTwZ5R8bB5k8kW9fH6/axd/oO +fe1QcDjM9+pubvANe6NOSaC8ksMykbRDefev28f5bAGar+wQe2DJEdGX1+0B +RmOfJA== + "]]}, { + Point[CompressedData[" +1:eJxTTMoPSmViYGAQA2IQfamJEUh+sL/W6RW8gKHKrllPF8zfp32gr3F6sZ0/ +w9////9/tv98SiMxomODPUd8LFD+h/3K/HX6ZsV77DcXHbS87//X/nX8/CPs +Kkft56+VABno4Oj/8U/pquP2gZpp4uvamRxKrVNP7tE4bf/t0RugecwOhqc7 +ZP42nrLfoRakFMPP4pBft2F+3+cz9oXavEDtHA6Fbyftzta9YJ/8XpIZxD/z +f45315EL9seUOYHyPA5MVSK35DIu28tsm7Pn/39+h/aOycpbwi7bnzP79x/E +Pzvj9SXRqMv2HloyQPUiDuKNn4Q/rr5iL+lzGCgv6tCqtCKvxOWq/cJp6398 ++y/usMrlwMbTd67a97tLAi2QcJj17LzHOs5r9uaTQd6RcTA81bsl+fQ1+9g7 +fYe+dig4bKm/+fd99XV7o05JoLySw+v1u+xfX71uH+ezBWi+skPprOvvDdVu +2AMAa6ShlQ== + "]]}, { + Point[CompressedData[" +1:eJxTTMoPSmViYGAQA2IQfamJEUh+sN97X/bT9yOhds16umA+h2e4aUtsjp0/ +w9////9/tu+wupnVcHipPUd8LFD+h/3O/iaN+ac3228uOmh53/+vfaxYS1WE +w177+WslQAY6PFj2lrnsygH7QM008XXtTA7ZhldND+sdsf/26A3QPGaH/HBN +reu3j9rvUAtSiuFncTjHHhE3NeKYfaE2L1A7h8Ps+ymm+51O2Se/l2QG8ffN ++LrwWtIp+2PKnEB5HofIhO8HvF+ftZfZNmfP///8Dv5FLhP4gy/YnzP79x/E +txLY2zXR4IK9h5YMUL2Ig9f1kiXB4ZfsJX0OA+VFHXY2yK6fEnTZfuG09T++ +/Rd3mPR5yyvPgCv2/e6SQAskHKL5A3tFzK/Ym08GeUfGwSonibfS76p97J2+ +Q187FBzen3ddwLfmmr1RpyRQXsmB6QZj2Gm36/ZxPluA5is7vJ57Ia5N4IY9 +AMlAmNg= + "]]}}, Frame -> {{True, True}, {True, True}}, + FrameLabel -> {{"\!\(\*SubscriptBox[\(A\), \(0\)]\)", None}, { + "q", None}}, FrameStyle -> Directive[ + GrayLevel[0], Bold, 16], + FrameTicks -> {{Automatic, Automatic}, {Automatic, Automatic}}, + GridLines -> {Full, Full}, GridLinesStyle -> Directive[ + GrayLevel[0.5, 0.4]], ImageSize -> Large, LabelStyle -> Directive[ + GrayLevel[0], Bold, 16], + Method -> { + "DefaultBoundaryStyle" -> Automatic, + "DefaultGraphicsInteraction" -> { + "Version" -> 1.2, "TrackMousePosition" -> {True, False}, + "Effects" -> { + "Highlight" -> {"ratio" -> 2}, "HighlightPoint" -> {"ratio" -> 2}, + "Droplines" -> { + "freeformCursorMode" -> True, + "placement" -> {"x" -> "All", "y" -> "None"}}}}, + "DefaultMeshStyle" -> AbsolutePointSize[6], "ScalingFunctions" -> + None, "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}}, + PlotRange -> {{1, 12}, {0., 0.5387523758450385}}, PlotRangeClipping -> + True, PlotRangePadding -> {{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.02], + Scaled[0.02]}}, Ticks -> {Automatic, Automatic}}], + Placed[ + Unevaluated[ + LineLegend[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]]}, { + "\!\(\*SubscriptBox[\(A\), \(221\)]\)", + "\!\(\*SubscriptBox[\(A\), \(330\)]\)", + "\!\(\*SubscriptBox[\(A\), \(220\)]\)", + "\!\(\*SubscriptBox[\(A\), \(321\)]\)"}, LegendMarkers -> None, + LabelStyle -> Directive[ + GrayLevel[0], Bold, 16], LegendLayout -> "Column"]], {0.9, 0.72}, + Identity]]& ], + AutoDelete->True, + Editable->True, + SelectWithContents->False, + Selectable->True]], "Output", + CellChangeTimes->{{3.79068756780407*^9, 3.790687586187573*^9}, + 3.790687627376944*^9, 3.7906879922400084`*^9, 3.790688711473288*^9, + 3.79273762458565*^9, 3.7927382581890173`*^9, 3.792741380451532*^9, + 3.794718522490942*^9, 3.794719837017642*^9, {3.794719901451211*^9, + 3.794719905110763*^9}, {3.794719956580286*^9, 3.794719983994754*^9}, + 3.794720335553652*^9, 3.794722754401965*^9, 3.7947229096231737`*^9, { + 3.794722947375093*^9, 3.7947229658052588`*^9}, 3.794723199469701*^9, + 3.794723513450294*^9, 3.7947235533295107`*^9, 3.794724767086172*^9, + 3.7947400340244083`*^9, {3.794800812993204*^9, 3.794800824866169*^9}, + 3.795926571340694*^9, 3.796093475132226*^9, 3.796350705810532*^9, + 3.796351384643509*^9, 3.7963550218825827`*^9, 3.796358384940626*^9, + 3.79635979181094*^9, 3.796363159798787*^9, 3.7965414223703403`*^9, + 3.796989494561873*^9, 3.796989692168461*^9, 3.796992650694755*^9, + 3.797141508749556*^9, 3.7971552058664494`*^9, 3.7999796945997047`*^9, { + 3.799985831958233*^9, 3.7999858422627296`*^9}, 3.799986316818612*^9, + 3.799986624970043*^9}, + CellLabel-> + "Out[772]=",ExpressionUUID->"9e4094ac-17c3-4910-a6c9-b8a283d33f44"] +}, Open ]], + +Cell[BoxData[ + RowBox[{ + RowBox[{"campst0", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"Flatten", "[", + RowBox[{ + RowBox[{"t0ampsdataalltest", "[", + RowBox[{"[", "i", "]"}], "]"}], ",", "1"}], "]"}], "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Length", "@", "tag"}]}], "}"}]}], "]"}]}], ";"}]], "Input", + CellChangeTimes->{{3.7842773027840967`*^9, 3.784277318572165*^9}, { + 3.7842773597796373`*^9, 3.784277542344664*^9}, {3.7845307984308147`*^9, + 3.7845308096063957`*^9}, 3.7845312377563257`*^9, {3.784531286587538*^9, + 3.7845313051641073`*^9}, 3.78557851895393*^9, 3.785582670748349*^9}, + CellLabel-> + "In[773]:=",ExpressionUUID->"65eb54d0-3c62-4ac5-a302-413db62c8adf"], + +Cell[BoxData[ + RowBox[{"(*", + RowBox[{ + RowBox[{"From", " ", "the", " ", "32", " ", + RowBox[{"model", ":", " ", "220"}]}], ",", " ", "221", ",", " ", "320", + ",", " ", "321", ",", " ", + RowBox[{"220", "*", "mix"}], ",", + RowBox[{"221", "*", + RowBox[{"mix", ".", " ", "Remember"}], " ", "to", " ", "apply", " ", + "all", " ", "the", " ", "2", "\[Pi]", " ", "factors", " ", "you", " ", + RowBox[{ + RowBox[{"need", "!!"}], "!"}]}]}], " ", "*)"}]], "Input", + CellChangeTimes->{{3.784277321544189*^9, 3.784277350761631*^9}, { + 3.784277870454714*^9, 3.784277911753647*^9}, {3.7842779716062717`*^9, + 3.784277975314348*^9}, {3.784285904783442*^9, 3.784285918430057*^9}}, + CellLabel-> + "In[774]:=",ExpressionUUID->"23c716ab-9181-438b-a293-96e3b009e591"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{"phase220d", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"q", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"q", "+", "1"}], ")"}], "^", "2"}]}], ",", + RowBox[{"Mod", "[", + RowBox[{ + RowBox[{"Arg", "/@", + RowBox[{"campst0", "[", + RowBox[{"[", + RowBox[{"All", ",", "1", ",", "1"}], "]"}], "]"}]}], ",", + RowBox[{"2", "\[Pi]"}]}], "]"}]}], "}"}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"phase221d", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"q", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"q", "+", "1"}], ")"}], "^", "2"}]}], ",", + RowBox[{"Mod", "[", + RowBox[{ + RowBox[{ + RowBox[{"Arg", "/@", + RowBox[{"campst0", "[", + RowBox[{"[", + RowBox[{"All", ",", "1", ",", "2"}], "]"}], "]"}]}], "-", + "\[Pi]"}], ",", + RowBox[{"2", "\[Pi]"}]}], "]"}]}], "}"}], "]"}]}], ";"}]}], "Input", + CellChangeTimes->{{3.7856462603296757`*^9, 3.785646394567872*^9}, { + 3.787641202975778*^9, 3.787641204115053*^9}}, + CellLabel-> + "In[775]:=",ExpressionUUID->"10616f11-7b46-4cb8-b278-00339c85777c"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{"phase210d", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"q", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"q", "+", "1"}], ")"}], "^", "2"}]}], ",", + RowBox[{"Mod", "[", + RowBox[{ + RowBox[{ + RowBox[{"Arg", "/@", + RowBox[{"campst0", "[", + RowBox[{"[", + RowBox[{"All", ",", "2", ",", "1"}], "]"}], "]"}]}], "-", + RowBox[{"\[Pi]", "/", "2"}]}], ",", + RowBox[{"2", "\[Pi]"}]}], "]"}]}], "}"}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"phase211d", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"q", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"q", "+", "1"}], ")"}], "^", "2"}]}], ",", + RowBox[{"Mod", "[", + RowBox[{ + RowBox[{ + RowBox[{"Arg", "/@", + RowBox[{"campst0", "[", + RowBox[{"[", + RowBox[{"All", ",", "2", ",", "2"}], "]"}], "]"}]}], "+", + "\[Pi]"}], ",", + RowBox[{"2", "\[Pi]"}]}], "]"}]}], "}"}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"phase330d", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"q", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"q", "+", "1"}], ")"}], "^", "2"}]}], ",", + RowBox[{"Mod", "[", + RowBox[{ + RowBox[{"Arg", "/@", + RowBox[{"campst0", "[", + RowBox[{"[", + RowBox[{"All", ",", "3", ",", "1"}], "]"}], "]"}]}], ",", + RowBox[{"2", "\[Pi]"}]}], "]"}]}], "}"}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"phase331d", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"q", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"q", "+", "1"}], ")"}], "^", "2"}]}], ",", + RowBox[{"Mod", "[", + RowBox[{ + RowBox[{ + RowBox[{"Arg", "/@", + RowBox[{"campst0", "[", + RowBox[{"[", + RowBox[{"All", ",", "3", ",", "2"}], "]"}], "]"}]}], "+", + "\[Pi]"}], ",", + RowBox[{"2", "\[Pi]"}]}], "]"}]}], "}"}], "]"}]}], ";"}]}], "Input", + CellChangeTimes->{{3.785646407826089*^9, 3.7856465022518806`*^9}, { + 3.785664270229966*^9, 3.785664270483049*^9}, {3.785664346680513*^9, + 3.785664347537425*^9}, {3.7856644639703693`*^9, 3.785664473387291*^9}, { + 3.787641099465748*^9, 3.787641127155019*^9}, {3.787641220374497*^9, + 3.7876412761289797`*^9}, {3.790675230587782*^9, 3.790675255183267*^9}}, + CellLabel-> + "In[777]:=",ExpressionUUID->"86a7d0c8-5316-46f5-86f5-a8af93cc9f72"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{"dataq", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + FractionBox[ + RowBox[{"1", "+", + SqrtBox[ + RowBox[{"1", "-", + RowBox[{"4", " ", + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}]], "-", + RowBox[{"2", " ", + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}], + RowBox[{"2", " ", + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]], ",", + RowBox[{ + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "-", + RowBox[{"phase221d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}]}]}], "}"}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"dataq22110ph", "=", + RowBox[{"Drop", "[", + RowBox[{ + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"dataq", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{"Mod", "[", + RowBox[{ + RowBox[{"dataq", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], ",", + RowBox[{"2", "\[Pi]"}]}], "]"}]}], "}"}], "]"}], ",", + RowBox[{"{", + RowBox[{"-", "4"}], "}"}]}], "]"}]}], ";"}]}], "Input", + CellChangeTimes->{{3.7906751655299*^9, 3.7906751763416348`*^9}, { + 3.792737538983851*^9, 3.792737540697185*^9}, {3.792737631319223*^9, + 3.7927376362794847`*^9}, {3.79472204680768*^9, 3.794722048864622*^9}, { + 3.794722979678946*^9, 3.794722980667346*^9}, {3.7947231179104843`*^9, + 3.794723118010358*^9}, {3.794724710170583*^9, 3.794724710422058*^9}}, + CellLabel-> + "In[781]:=",ExpressionUUID->"cd88c5d6-8d2a-4520-b62d-d47214903cdb"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{"dataq", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + FractionBox[ + RowBox[{"1", "+", + SqrtBox[ + RowBox[{"1", "-", + RowBox[{"4", " ", + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}]], "-", + RowBox[{"2", " ", + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}], + RowBox[{"2", " ", + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]], ",", + RowBox[{ + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "-", + RowBox[{"phase210d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}]}]}], "}"}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"dataq2110ph", "=", + RowBox[{"Delete", "[", + RowBox[{ + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"dataq", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{"Mod", "[", + RowBox[{ + RowBox[{"dataq", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], ",", + RowBox[{"2", "\[Pi]"}]}], "]"}]}], "}"}], "]"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", "1", "}"}], ",", + RowBox[{"{", "2", "}"}]}], "}"}]}], "]"}]}], ";"}]}], "Input", + CellChangeTimes->{{3.7906752084058523`*^9, 3.790675223453661*^9}, { + 3.790675343648275*^9, 3.790675350153137*^9}, {3.7906827679623327`*^9, + 3.7906827700141706`*^9}, {3.794722052014942*^9, 3.794722052888445*^9}, + 3.794722289720661*^9, 3.794722383141808*^9, {3.79472298497344*^9, + 3.794722985357209*^9}, {3.794723122625704*^9, 3.794723122778028*^9}, { + 3.794724716876732*^9, 3.794724717128244*^9}}, + CellLabel-> + "In[783]:=",ExpressionUUID->"195cc5af-6bae-42a7-85b6-11c529f1cd93"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{"dataq", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + FractionBox[ + RowBox[{"1", "+", + SqrtBox[ + RowBox[{"1", "-", + RowBox[{"4", " ", + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}]], "-", + RowBox[{"2", " ", + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}], + RowBox[{"2", " ", + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]], ",", + RowBox[{ + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "-", + RowBox[{"phase330d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}]}]}], "}"}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"dataq3310ph", "=", + RowBox[{"Delete", "[", + RowBox[{ + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"dataq", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{"Mod", "[", + RowBox[{ + RowBox[{"dataq", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], ",", + RowBox[{"2", "\[Pi]"}]}], "]"}]}], "}"}], "]"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", "1", "}"}], ",", + RowBox[{"{", "2", "}"}]}], "}"}]}], "]"}]}], ";"}]}], "Input", + CellChangeTimes->{{3.7906752084058523`*^9, 3.790675223453661*^9}, { + 3.790675343648275*^9, 3.790675350153137*^9}, {3.790675388928008*^9, + 3.790675395834998*^9}, {3.790682773419422*^9, 3.790682775808734*^9}, { + 3.7947220550631237`*^9, 3.794722055360767*^9}, {3.794722440999053*^9, + 3.7947224413863792`*^9}, {3.7947229896735907`*^9, 3.7947229907020893`*^9}, { + 3.794723126043419*^9, 3.794723126178904*^9}, {3.7947247214622383`*^9, + 3.79472472169289*^9}}, + CellLabel-> + "In[785]:=",ExpressionUUID->"91ce2546-b1c0-4176-a83a-0463dc908701"], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{"fit22110ph", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"dataq22110ph", ",", + RowBox[{ + RowBox[{"aa", " ", "/", + RowBox[{"(", + RowBox[{ + RowBox[{"qq", "^", "2"}], "+", + RowBox[{"cc", "^", "2"}]}], ")"}]}], "+", "bb"}], ",", + RowBox[{"{", + RowBox[{"aa", ",", "bb", ",", "cc"}], "}"}], ",", "qq", ",", + RowBox[{"MaxIterations", "\[Rule]", "Infinity"}]}], + "]"}]}], "\[IndentingNewLine]", + RowBox[{"fit22110phn", "=", + RowBox[{"Normal", "@", "fit22110ph"}]}], "\[IndentingNewLine]", + RowBox[{"fit22110phn1", "=", + RowBox[{ + RowBox[{"fit22110ph", "[", + RowBox[{"\"\<MeanPredictionBands\>\"", ",", + RowBox[{"ConfidenceLevel", "\[Rule]", "cred"}]}], "]"}], "[", + RowBox[{"[", "1", "]"}], "]"}]}], "\[IndentingNewLine]", + RowBox[{"fit22110phn2", "=", + RowBox[{ + RowBox[{"fit22110ph", "[", + RowBox[{"\"\<MeanPredictionBands\>\"", ",", + RowBox[{"ConfidenceLevel", "\[Rule]", "cred"}]}], "]"}], "[", + RowBox[{"[", "2", "]"}], "]"}]}]}], "Input", + CellChangeTimes->{{3.79051651076999*^9, 3.790516551441586*^9}, { + 3.790516584036496*^9, 3.7905166196464853`*^9}, {3.790516669752849*^9, + 3.790516704405472*^9}, {3.790675190054287*^9, 3.79067519902309*^9}, { + 3.794722038731042*^9, 3.794722067296977*^9}, {3.794722284547132*^9, + 3.794722310316136*^9}, {3.794722994368788*^9, 3.7947229970063972`*^9}, { + 3.7947231306953983`*^9, 3.794723132194805*^9}, {3.7947247232748337`*^9, + 3.794724725942521*^9}, {3.794738210634108*^9, 3.794738253952712*^9}, { + 3.7963549988998947`*^9, 3.796355001128788*^9}}, + CellLabel-> + "In[787]:=",ExpressionUUID->"ab768738-81c5-42e6-9548-d3e19f4fd1d4"], + +Cell[BoxData[ + TagBox[ + RowBox[{"FittedModel", "[", + TagBox[ + PanelBox[ + TagBox[ + RowBox[{"0.3761480509226373`", "\[VeryThinSpace]", "+", + FractionBox["6.446829630503528`", + RowBox[{"14.8779413705862`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]}], + Short[#, 2]& ], + FrameMargins->5], + Editable -> False], "]"}], + InterpretTemplate[ + FittedModel[{ + "Nonlinear", {$CellContext`aa -> 6.446829630503528, $CellContext`bb -> + 0.3761480509226373, $CellContext`cc -> + 3.8571934577599554`}, {{$CellContext`qq}, $CellContext`bb + \ +$CellContext`aa/($CellContext`cc^2 + $CellContext`qq^2)}}, { + 1}, CompressedData[" +1:eJxTTMoPSmViYGAQBWIQDQEf7DNYWte/4XtpDxTjAPFPbJsbPDn2pX04w9// +//9/ti8Iq5570PSFPVt8LFD9D/sZspG8Qjee2+8oOmh53/+vfcS3m5/FOp/b +L1wrwQhU4HCj3a/cQ/u5fZBmmvi6diaHH2WaCZ9Fn9n/ePQGaB6zg2x39RW/ +v0/tt6kFKcXwszikxdUwX1731D5fmxeoncPBr2Ti6oNtT+zT30syg/glAt+d +S2qe2B9T5gTK8zhUnFjCpvTmsb38tjl7/v/nd3hwQ2enwMxH9pfN/v0H8S/V +JmemXH5k76klA1Qv4vBvxyl+PoeH9pI+h4Hyog47Auf6bap5YL9g2vof3/6L +OwR8l5gz8e99+353SaAFEg5McvXG15we2Mfe6Tv0tUPBweJ+2EpLrrv2Rp2S +QPOUHFjivmp09N+xj/fZAjRP2eGIzrOAtpLb9gBG4pUs + "], + Function[Null, + Internal`LocalizedBlock[{$CellContext`aa, $CellContext`bb, \ +$CellContext`cc, $CellContext`qq}, #], {HoldAll}], MaxIterations -> + DirectedInfinity[1]]& ], + Editable->False, + SelectWithContents->True, + Selectable->True]], "Output", + CellChangeTimes->{{3.7905165185459137`*^9, 3.790516551657776*^9}, { + 3.790516593984029*^9, 3.790516619953784*^9}, {3.7905166706719217`*^9, + 3.7905167216371307`*^9}, {3.790517296963595*^9, 3.790517319490363*^9}, + 3.790517441414806*^9, 3.7905177119068604`*^9, 3.790675155647561*^9, { + 3.7906751904680367`*^9, 3.790675199485177*^9}, 3.790675350974613*^9, + 3.790682654513618*^9, 3.790682780229388*^9, 3.790682836688469*^9, + 3.7906835191310377`*^9, 3.790683838603756*^9, 3.790686958214081*^9, + 3.790687992792964*^9, 3.790688711911783*^9, {3.792737625377743*^9, + 3.792737638411585*^9}, 3.7927382612755537`*^9, 3.792741381943693*^9, + 3.794718522748939*^9, 3.794720345813198*^9, 3.7947220355490847`*^9, + 3.794722067655922*^9, {3.794722218121499*^9, 3.794722236316163*^9}, { + 3.7947223030564957`*^9, 3.7947223107364597`*^9}, 3.794722760476997*^9, + 3.7947229981800413`*^9, 3.794723041726877*^9, 3.7947232000327272`*^9, + 3.794724767771089*^9, {3.79473824470805*^9, 3.79473825439362*^9}, + 3.794740034466658*^9, 3.794800829987509*^9, 3.7959265714048758`*^9, + 3.796093552806963*^9, 3.7963507161829042`*^9, 3.7963513851924686`*^9, + 3.7963550222499638`*^9, 3.796358385040422*^9, 3.7963597923017483`*^9, + 3.796541422532576*^9, 3.7969894947148438`*^9, 3.7969896922125683`*^9, + 3.79707183076128*^9, 3.797141508882339*^9, 3.797155206821123*^9, + 3.799979705427848*^9, 3.799985853183256*^9, 3.7999866305782537`*^9}, + CellLabel-> + "Out[787]=",ExpressionUUID->"c816238a-e750-48cb-938f-804a9ad7ebe4"], + +Cell[BoxData[ + RowBox[{"0.3761480509226373`", "\[VeryThinSpace]", "+", + FractionBox["6.446829630503528`", + RowBox[{"14.8779413705862`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]}]], "Output", + CellChangeTimes->{{3.7905165185459137`*^9, 3.790516551657776*^9}, { + 3.790516593984029*^9, 3.790516619953784*^9}, {3.7905166706719217`*^9, + 3.7905167216371307`*^9}, {3.790517296963595*^9, 3.790517319490363*^9}, + 3.790517441414806*^9, 3.7905177119068604`*^9, 3.790675155647561*^9, { + 3.7906751904680367`*^9, 3.790675199485177*^9}, 3.790675350974613*^9, + 3.790682654513618*^9, 3.790682780229388*^9, 3.790682836688469*^9, + 3.7906835191310377`*^9, 3.790683838603756*^9, 3.790686958214081*^9, + 3.790687992792964*^9, 3.790688711911783*^9, {3.792737625377743*^9, + 3.792737638411585*^9}, 3.7927382612755537`*^9, 3.792741381943693*^9, + 3.794718522748939*^9, 3.794720345813198*^9, 3.7947220355490847`*^9, + 3.794722067655922*^9, {3.794722218121499*^9, 3.794722236316163*^9}, { + 3.7947223030564957`*^9, 3.7947223107364597`*^9}, 3.794722760476997*^9, + 3.7947229981800413`*^9, 3.794723041726877*^9, 3.7947232000327272`*^9, + 3.794724767771089*^9, {3.79473824470805*^9, 3.79473825439362*^9}, + 3.794740034466658*^9, 3.794800829987509*^9, 3.7959265714048758`*^9, + 3.796093552806963*^9, 3.7963507161829042`*^9, 3.7963513851924686`*^9, + 3.7963550222499638`*^9, 3.796358385040422*^9, 3.7963597923017483`*^9, + 3.796541422532576*^9, 3.7969894947148438`*^9, 3.7969896922125683`*^9, + 3.79707183076128*^9, 3.797141508882339*^9, 3.797155206821123*^9, + 3.799979705427848*^9, 3.799985853183256*^9, 3.799986630581724*^9}, + CellLabel-> + "Out[788]=",ExpressionUUID->"a624b805-2947-493c-87a6-fae5d7803836"], + +Cell[BoxData[ + FractionBox[ + RowBox[{"12.043138278790801`", "\[VeryThinSpace]", "-", + RowBox[{"42.82526859212739`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"0.8516210221670395`", "\[VeryThinSpace]", "-", + RowBox[{"0.30374672537618486`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.055214061313462265`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.0021255030074673878`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.00003749046750765374`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"14.8779413705862`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}], "+", + RowBox[{ + SuperscriptBox["qq", "2"], " ", + RowBox[{"(", + RowBox[{"0.3761480509226373`", "\[VeryThinSpace]", "-", + RowBox[{"2.8784404727386046`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"0.8516210221670395`", "\[VeryThinSpace]", "-", + RowBox[{"0.30374672537618486`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.055214061313462265`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.0021255030074673878`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.00003749046750765374`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"14.8779413705862`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}]}], ")"}]}]}], + RowBox[{"14.8779413705862`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]], "Output", + CellChangeTimes->{{3.7905165185459137`*^9, 3.790516551657776*^9}, { + 3.790516593984029*^9, 3.790516619953784*^9}, {3.7905166706719217`*^9, + 3.7905167216371307`*^9}, {3.790517296963595*^9, 3.790517319490363*^9}, + 3.790517441414806*^9, 3.7905177119068604`*^9, 3.790675155647561*^9, { + 3.7906751904680367`*^9, 3.790675199485177*^9}, 3.790675350974613*^9, + 3.790682654513618*^9, 3.790682780229388*^9, 3.790682836688469*^9, + 3.7906835191310377`*^9, 3.790683838603756*^9, 3.790686958214081*^9, + 3.790687992792964*^9, 3.790688711911783*^9, {3.792737625377743*^9, + 3.792737638411585*^9}, 3.7927382612755537`*^9, 3.792741381943693*^9, + 3.794718522748939*^9, 3.794720345813198*^9, 3.7947220355490847`*^9, + 3.794722067655922*^9, {3.794722218121499*^9, 3.794722236316163*^9}, { + 3.7947223030564957`*^9, 3.7947223107364597`*^9}, 3.794722760476997*^9, + 3.7947229981800413`*^9, 3.794723041726877*^9, 3.7947232000327272`*^9, + 3.794724767771089*^9, {3.79473824470805*^9, 3.79473825439362*^9}, + 3.794740034466658*^9, 3.794800829987509*^9, 3.7959265714048758`*^9, + 3.796093552806963*^9, 3.7963507161829042`*^9, 3.7963513851924686`*^9, + 3.7963550222499638`*^9, 3.796358385040422*^9, 3.7963597923017483`*^9, + 3.796541422532576*^9, 3.7969894947148438`*^9, 3.7969896922125683`*^9, + 3.79707183076128*^9, 3.797141508882339*^9, 3.797155206821123*^9, + 3.799979705427848*^9, 3.799985853183256*^9, 3.7999866306556587`*^9}, + CellLabel-> + "Out[789]=",ExpressionUUID->"f2faa79e-c1b9-4985-879b-3296fd057bed"], + +Cell[BoxData[ + FractionBox[ + RowBox[{"12.043138278790801`", "\[VeryThinSpace]", "+", + RowBox[{"42.82526859212739`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"0.8516210221670395`", "\[VeryThinSpace]", "-", + RowBox[{"0.30374672537618486`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.055214061313462265`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.0021255030074673878`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.00003749046750765374`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"14.8779413705862`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}], "+", + RowBox[{ + SuperscriptBox["qq", "2"], " ", + RowBox[{"(", + RowBox[{"0.3761480509226373`", "\[VeryThinSpace]", "+", + RowBox[{"2.8784404727386046`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"0.8516210221670395`", "\[VeryThinSpace]", "-", + RowBox[{"0.30374672537618486`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.055214061313462265`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.0021255030074673878`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.00003749046750765374`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"14.8779413705862`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}]}], ")"}]}]}], + RowBox[{"14.8779413705862`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]], "Output", + CellChangeTimes->{{3.7905165185459137`*^9, 3.790516551657776*^9}, { + 3.790516593984029*^9, 3.790516619953784*^9}, {3.7905166706719217`*^9, + 3.7905167216371307`*^9}, {3.790517296963595*^9, 3.790517319490363*^9}, + 3.790517441414806*^9, 3.7905177119068604`*^9, 3.790675155647561*^9, { + 3.7906751904680367`*^9, 3.790675199485177*^9}, 3.790675350974613*^9, + 3.790682654513618*^9, 3.790682780229388*^9, 3.790682836688469*^9, + 3.7906835191310377`*^9, 3.790683838603756*^9, 3.790686958214081*^9, + 3.790687992792964*^9, 3.790688711911783*^9, {3.792737625377743*^9, + 3.792737638411585*^9}, 3.7927382612755537`*^9, 3.792741381943693*^9, + 3.794718522748939*^9, 3.794720345813198*^9, 3.7947220355490847`*^9, + 3.794722067655922*^9, {3.794722218121499*^9, 3.794722236316163*^9}, { + 3.7947223030564957`*^9, 3.7947223107364597`*^9}, 3.794722760476997*^9, + 3.7947229981800413`*^9, 3.794723041726877*^9, 3.7947232000327272`*^9, + 3.794724767771089*^9, {3.79473824470805*^9, 3.79473825439362*^9}, + 3.794740034466658*^9, 3.794800829987509*^9, 3.7959265714048758`*^9, + 3.796093552806963*^9, 3.7963507161829042`*^9, 3.7963513851924686`*^9, + 3.7963550222499638`*^9, 3.796358385040422*^9, 3.7963597923017483`*^9, + 3.796541422532576*^9, 3.7969894947148438`*^9, 3.7969896922125683`*^9, + 3.79707183076128*^9, 3.797141508882339*^9, 3.797155206821123*^9, + 3.799979705427848*^9, 3.799985853183256*^9, 3.79998663065914*^9}, + CellLabel-> + "Out[790]=",ExpressionUUID->"2bb2cd13-ca0d-412e-b151-d1576749bd34"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{"fit2110ph", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"dataq2110ph", ",", + RowBox[{ + RowBox[{"aa", " ", "/", + RowBox[{"(", + RowBox[{ + RowBox[{"qq", "^", "2"}], "+", + RowBox[{"cc", "^", "2"}]}], ")"}]}], "+", "bb"}], ",", + RowBox[{"{", + RowBox[{"aa", ",", "bb", ",", "cc"}], "}"}], ",", "qq", ",", + RowBox[{"MaxIterations", "\[Rule]", "Infinity"}]}], + "]"}]}], "\[IndentingNewLine]", + RowBox[{"fit2110phn", "=", + RowBox[{"Normal", "@", "fit2110ph"}]}], "\[IndentingNewLine]", + RowBox[{"fit2110phn1", "=", + RowBox[{ + RowBox[{"fit2110ph", "[", "\"\<MeanPredictionBands\>\"", "]"}], "[", + RowBox[{"[", "1", "]"}], "]"}]}], "\[IndentingNewLine]", + RowBox[{"fit2110phn2", "=", + RowBox[{ + RowBox[{"fit2110ph", "[", "\"\<MeanPredictionBands\>\"", "]"}], "[", + RowBox[{"[", "2", "]"}], "]"}]}]}], "Input", + CellChangeTimes->{{3.794722324114378*^9, 3.794722329705182*^9}, + 3.7947224340898943`*^9, {3.794722999650587*^9, 3.794723002018659*^9}, { + 3.7947231346731253`*^9, 3.7947231360696697`*^9}, {3.794724728949308*^9, + 3.794724731221324*^9}, {3.7947382598892403`*^9, 3.794738277136683*^9}}, + CellLabel-> + "In[791]:=",ExpressionUUID->"db710362-7d5e-4981-a791-270a935063c3"], + +Cell[BoxData[ + TagBox[ + RowBox[{"FittedModel", "[", + TagBox[ + PanelBox[ + TagBox[ + RowBox[{"1.802976683154178`", "\[VeryThinSpace]", "-", + FractionBox["9.70703647866756`", + RowBox[{"9.773763370741513`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]}], + Short[#, 2]& ], + FrameMargins->5], + Editable -> False], "]"}], + InterpretTemplate[ + FittedModel[{ + "Nonlinear", {$CellContext`aa -> -9.70703647866756, $CellContext`bb -> + 1.802976683154178, $CellContext`cc -> -3.126301868140937}, \ +{{$CellContext`qq}, $CellContext`bb + $CellContext`aa/($CellContext`cc^2 + \ +$CellContext`qq^2)}}, {1}, CompressedData[" +1:eJxTTMoPSmViYGAQAWIQHc7w9////5/tbzzr5YvXf2fPFh8LFP1h7+AWUR/R +/N5+R9FBy/v+f+0LdNsUJ//9YL9wrQQjUIHDjPDVPLenf7QP0kwTX9fO5LBj +xfbfD599sv/x6A3QPGYHnj0X94S6fLbfphakFMPP4vAmr/r2euXP9vnavEDt +HA4TrHIFNTZ/sU9/L8kM4lt02m2auvGL/TFlTqA8j0OPXd/KE5u/2stvm7Pn +/39+h5yqEw83HP5mf9ns338Q3+Pw3Owdm77Ze2rJgHzjECJ9U+1d0A97SZ/D +QHlRhw23155+8fOH/YJp6398+y/ukNJ0ov+R5U/7fndJoAUSDhw8mQnM4T/t +rSaDvCPjsGvyC+4vnL/sY+/0HfraoeBgKZrrqP7ll71RpyRQXsnhtYbmc03n +3/bxPluA5is7rN7T8pB72W97AGW5lPc= + "], + Function[Null, + Internal`LocalizedBlock[{$CellContext`aa, $CellContext`bb, \ +$CellContext`cc, $CellContext`qq}, #], {HoldAll}], MaxIterations -> + DirectedInfinity[1]]& ], + Editable->False, + SelectWithContents->True, + Selectable->True]], "Output", + CellChangeTimes->{3.794722330561166*^9, 3.794722431598096*^9, + 3.7947227609311123`*^9, 3.794723002622353*^9, 3.7947230426021976`*^9, + 3.7947232001153517`*^9, 3.7947247679097643`*^9, 3.794738277454619*^9, + 3.794740034623248*^9, 3.7948008303631907`*^9, 3.795926571801765*^9, + 3.796093564538459*^9, 3.796350722192713*^9, 3.796351386082197*^9, + 3.796358385299418*^9, 3.796359793652248*^9, 3.79654142291037*^9, + 3.796989495138103*^9, 3.796989692567273*^9, 3.797141509352312*^9, + 3.797155209664672*^9, 3.7999797139679337`*^9, 3.799985853829718*^9, + 3.7999866311185637`*^9}, + CellLabel-> + "Out[791]=",ExpressionUUID->"4b3fb072-c81d-46bf-a8c0-db790a491fb1"], + +Cell[BoxData[ + RowBox[{"1.802976683154178`", "\[VeryThinSpace]", "-", + FractionBox["9.70703647866756`", + RowBox[{"9.773763370741513`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]}]], "Output", + CellChangeTimes->{3.794722330561166*^9, 3.794722431598096*^9, + 3.7947227609311123`*^9, 3.794723002622353*^9, 3.7947230426021976`*^9, + 3.7947232001153517`*^9, 3.7947247679097643`*^9, 3.794738277454619*^9, + 3.794740034623248*^9, 3.7948008303631907`*^9, 3.795926571801765*^9, + 3.796093564538459*^9, 3.796350722192713*^9, 3.796351386082197*^9, + 3.796358385299418*^9, 3.796359793652248*^9, 3.79654142291037*^9, + 3.796989495138103*^9, 3.796989692567273*^9, 3.797141509352312*^9, + 3.797155209664672*^9, 3.7999797139679337`*^9, 3.799985853829718*^9, + 3.799986631122113*^9}, + CellLabel-> + "Out[792]=",ExpressionUUID->"3beee5e0-c273-4b95-b6db-499403dbf651"], + +Cell[BoxData[ + FractionBox[ + RowBox[{"7.914830985445774`", "\[VeryThinSpace]", "-", + RowBox[{"20.62083821364711`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"1.1619435160508491`", "\[VeryThinSpace]", "-", + RowBox[{"0.45480450473496503`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.0744622807932886`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.0030351766248730757`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.00005627681284418897`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"9.773763370741513`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}], "+", + RowBox[{ + SuperscriptBox["qq", "2"], " ", + RowBox[{"(", + RowBox[{"1.802976683154178`", "\[VeryThinSpace]", "-", + RowBox[{"2.109815577833317`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"1.1619435160508491`", "\[VeryThinSpace]", "-", + RowBox[{"0.45480450473496503`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.0744622807932886`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.0030351766248730757`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.00005627681284418897`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"9.773763370741513`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}]}], ")"}]}]}], + RowBox[{"9.773763370741513`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]], "Output", + CellChangeTimes->{3.794722330561166*^9, 3.794722431598096*^9, + 3.7947227609311123`*^9, 3.794723002622353*^9, 3.7947230426021976`*^9, + 3.7947232001153517`*^9, 3.7947247679097643`*^9, 3.794738277454619*^9, + 3.794740034623248*^9, 3.7948008303631907`*^9, 3.795926571801765*^9, + 3.796093564538459*^9, 3.796350722192713*^9, 3.796351386082197*^9, + 3.796358385299418*^9, 3.796359793652248*^9, 3.79654142291037*^9, + 3.796989495138103*^9, 3.796989692567273*^9, 3.797141509352312*^9, + 3.797155209664672*^9, 3.7999797139679337`*^9, 3.799985853829718*^9, + 3.799986631205469*^9}, + CellLabel-> + "Out[793]=",ExpressionUUID->"03e343df-30bb-4b09-9a3f-2b0b5857c458"], + +Cell[BoxData[ + FractionBox[ + RowBox[{"7.914830985445774`", "\[VeryThinSpace]", "+", + RowBox[{"20.62083821364711`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"1.1619435160508491`", "\[VeryThinSpace]", "-", + RowBox[{"0.45480450473496503`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.0744622807932886`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.0030351766248730757`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.00005627681284418897`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"9.773763370741513`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}], "+", + RowBox[{ + SuperscriptBox["qq", "2"], " ", + RowBox[{"(", + RowBox[{"1.802976683154178`", "\[VeryThinSpace]", "+", + RowBox[{"2.109815577833317`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"1.1619435160508491`", "\[VeryThinSpace]", "-", + RowBox[{"0.45480450473496503`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.0744622807932886`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.0030351766248730757`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.00005627681284418897`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"9.773763370741513`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}]}], ")"}]}]}], + RowBox[{"9.773763370741513`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]], "Output", + CellChangeTimes->{3.794722330561166*^9, 3.794722431598096*^9, + 3.7947227609311123`*^9, 3.794723002622353*^9, 3.7947230426021976`*^9, + 3.7947232001153517`*^9, 3.7947247679097643`*^9, 3.794738277454619*^9, + 3.794740034623248*^9, 3.7948008303631907`*^9, 3.795926571801765*^9, + 3.796093564538459*^9, 3.796350722192713*^9, 3.796351386082197*^9, + 3.796358385299418*^9, 3.796359793652248*^9, 3.79654142291037*^9, + 3.796989495138103*^9, 3.796989692567273*^9, 3.797141509352312*^9, + 3.797155209664672*^9, 3.7999797139679337`*^9, 3.799985853829718*^9, + 3.799986631208578*^9}, + CellLabel-> + "Out[794]=",ExpressionUUID->"18b0eccb-58d4-4438-9bc2-004279f5af84"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{"fit3310ph", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"dataq3310ph", ",", + RowBox[{ + RowBox[{"aa", " ", "/", + RowBox[{"(", + RowBox[{ + RowBox[{"qq", "^", "2"}], "+", + RowBox[{"cc", "^", "2"}]}], ")"}]}], "+", "bb"}], ",", + RowBox[{"{", + RowBox[{"aa", ",", "bb", ",", "cc"}], "}"}], ",", "qq", ",", + RowBox[{"MaxIterations", "\[Rule]", "Infinity"}]}], + "]"}]}], "\[IndentingNewLine]", + RowBox[{"fit3310phn", "=", + RowBox[{"Normal", "@", "fit3310ph"}]}], "\[IndentingNewLine]", + RowBox[{"fit3310phn1", "=", + RowBox[{ + RowBox[{"fit3310ph", "[", "\"\<MeanPredictionBands\>\"", "]"}], "[", + RowBox[{"[", "1", "]"}], "]"}]}], "\[IndentingNewLine]", + RowBox[{"fit3310phn2", "=", + RowBox[{ + RowBox[{"fit3310ph", "[", "\"\<MeanPredictionBands\>\"", "]"}], "[", + RowBox[{"[", "2", "]"}], "]"}]}], "\[IndentingNewLine]"}], "Input", + CellChangeTimes->{{3.794722324114378*^9, 3.79472234201996*^9}, + 3.7947224482673283`*^9, {3.794723005151986*^9, 3.794723007652965*^9}, { + 3.7947231384096527`*^9, 3.7947231399037247`*^9}, {3.794724733705237*^9, + 3.794724739806604*^9}, {3.794738283126216*^9, 3.794738307504312*^9}}, + CellLabel-> + "In[795]:=",ExpressionUUID->"154b7c06-ee4d-4857-b6ae-78bbc4606adc"], + +Cell[BoxData[ + TagBox[ + RowBox[{"FittedModel", "[", + TagBox[ + PanelBox[ + TagBox[ + RowBox[{"2.6352135937237056`", "\[VeryThinSpace]", "+", + FractionBox["8.093159444562886`", + RowBox[{"8.324790523591046`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]}], + Short[#, 2]& ], + FrameMargins->5], + Editable -> False], "]"}], + InterpretTemplate[ + FittedModel[{ + "Nonlinear", {$CellContext`aa -> 8.093159444562886, $CellContext`bb -> + 2.6352135937237056`, $CellContext`cc -> -2.8852713084892114`}, \ +{{$CellContext`qq}, $CellContext`bb + $CellContext`aa/($CellContext`cc^2 + \ +$CellContext`qq^2)}}, {1}, CompressedData[" +1:eJxTTMoPSmViYGAQAWIQHc7w9////5/tNzOcybswj9uBLT4WKPrD/m6id7qk +D7fDjqKDlvf9/9r7PHl/rHM6l8PCtRKMQAUOEw02qSwO4HII0kwTX9fO5HBf +eXevnBSXw49Hb4DmMTtULl10ZLINp8M2tSClGH4WB6Pw3JcVFZwO+dq8QO0c +DjUO7xJ2buNwSH8vyQzi109nup/wk8PhmDInUJ7HIYhh+kbOTewO8tvm7Pn/ +n9+h4c2eZ88esjtcNvv3H8T/cp1v7dkz7A6eWjIg3zjUPEupW2zK7iDpcxgo +L+rwpCZ9W44Au8OCaet/fPsv7qDx6XfWrnY2h353SaAFEg5dZzqvXl3K5mA1 +GeQdGYcNakGW0c5sDrF3+g597VBw4L66yP3AbVYHo05JoLySQ9rn6R837WZ1 +iPfZAjRf2eHG6285FtWsDgAyxocR + "], + Function[Null, + Internal`LocalizedBlock[{$CellContext`aa, $CellContext`bb, \ +$CellContext`cc, $CellContext`qq}, #], {HoldAll}], MaxIterations -> + DirectedInfinity[1]]& ], + Editable->False, + SelectWithContents->True, + Selectable->True]], "Output", + CellChangeTimes->{ + 3.794722330561166*^9, 3.794722451514659*^9, 3.794722761467866*^9, { + 3.794723008173894*^9, 3.794723044006629*^9}, 3.794723200187169*^9, + 3.794724767978251*^9, {3.794738303001855*^9, 3.794738307850569*^9}, + 3.794740035022748*^9, 3.794800830806095*^9, 3.79592657222092*^9, + 3.7960935727245817`*^9, 3.796350728345614*^9, 3.796351387482123*^9, + 3.7963583856122093`*^9, 3.7963597949590263`*^9, 3.7965414233252897`*^9, + 3.7969894956257563`*^9, 3.7969896928906384`*^9, 3.79714150989334*^9, + 3.797155212307465*^9, 3.799979720978681*^9, 3.7999858545214*^9, + 3.799986631690362*^9}, + CellLabel-> + "Out[795]=",ExpressionUUID->"f2887bd0-3c30-40ec-83c0-6d27898ce9e5"], + +Cell[BoxData[ + RowBox[{"2.6352135937237056`", "\[VeryThinSpace]", "+", + FractionBox["8.093159444562886`", + RowBox[{"8.324790523591046`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]}]], "Output", + CellChangeTimes->{ + 3.794722330561166*^9, 3.794722451514659*^9, 3.794722761467866*^9, { + 3.794723008173894*^9, 3.794723044006629*^9}, 3.794723200187169*^9, + 3.794724767978251*^9, {3.794738303001855*^9, 3.794738307850569*^9}, + 3.794740035022748*^9, 3.794800830806095*^9, 3.79592657222092*^9, + 3.7960935727245817`*^9, 3.796350728345614*^9, 3.796351387482123*^9, + 3.7963583856122093`*^9, 3.7963597949590263`*^9, 3.7965414233252897`*^9, + 3.7969894956257563`*^9, 3.7969896928906384`*^9, 3.79714150989334*^9, + 3.797155212307465*^9, 3.799979720978681*^9, 3.7999858545214*^9, + 3.799986631694149*^9}, + CellLabel-> + "Out[796]=",ExpressionUUID->"962ca3e8-571b-45f6-9de9-07199a40bad0"], + +Cell[BoxData[ + FractionBox[ + RowBox[{"30.030760597232295`", "\[VeryThinSpace]", "-", + RowBox[{"17.563772728871566`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"5.75355021749586`", "\[VeryThinSpace]", "-", + RowBox[{"2.4139353349748434`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.4189240986966717`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.018161634940121334`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.00036683712792131694`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"8.324790523591046`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}], "+", + RowBox[{ + SuperscriptBox["qq", "2"], " ", + RowBox[{"(", + RowBox[{"2.6352135937237056`", "\[VeryThinSpace]", "-", + RowBox[{"2.109815577833317`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"5.75355021749586`", "\[VeryThinSpace]", "-", + RowBox[{"2.4139353349748434`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.4189240986966717`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.018161634940121334`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.00036683712792131694`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"8.324790523591046`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}]}], ")"}]}]}], + RowBox[{"8.324790523591046`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]], "Output", + CellChangeTimes->{ + 3.794722330561166*^9, 3.794722451514659*^9, 3.794722761467866*^9, { + 3.794723008173894*^9, 3.794723044006629*^9}, 3.794723200187169*^9, + 3.794724767978251*^9, {3.794738303001855*^9, 3.794738307850569*^9}, + 3.794740035022748*^9, 3.794800830806095*^9, 3.79592657222092*^9, + 3.7960935727245817`*^9, 3.796350728345614*^9, 3.796351387482123*^9, + 3.7963583856122093`*^9, 3.7963597949590263`*^9, 3.7965414233252897`*^9, + 3.7969894956257563`*^9, 3.7969896928906384`*^9, 3.79714150989334*^9, + 3.797155212307465*^9, 3.799979720978681*^9, 3.7999858545214*^9, + 3.79998663177455*^9}, + CellLabel-> + "Out[797]=",ExpressionUUID->"22c13511-2d43-41f4-a8c4-437400c50e67"], + +Cell[BoxData[ + FractionBox[ + RowBox[{"30.030760597232295`", "\[VeryThinSpace]", "+", + RowBox[{"17.563772728871566`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"5.75355021749586`", "\[VeryThinSpace]", "-", + RowBox[{"2.4139353349748434`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.4189240986966717`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.018161634940121334`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.00036683712792131694`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"8.324790523591046`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}], "+", + RowBox[{ + SuperscriptBox["qq", "2"], " ", + RowBox[{"(", + RowBox[{"2.6352135937237056`", "\[VeryThinSpace]", "+", + RowBox[{"2.109815577833317`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"5.75355021749586`", "\[VeryThinSpace]", "-", + RowBox[{"2.4139353349748434`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.4189240986966717`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.018161634940121334`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.00036683712792131694`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"8.324790523591046`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}]}], ")"}]}]}], + RowBox[{"8.324790523591046`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]], "Output", + CellChangeTimes->{ + 3.794722330561166*^9, 3.794722451514659*^9, 3.794722761467866*^9, { + 3.794723008173894*^9, 3.794723044006629*^9}, 3.794723200187169*^9, + 3.794724767978251*^9, {3.794738303001855*^9, 3.794738307850569*^9}, + 3.794740035022748*^9, 3.794800830806095*^9, 3.79592657222092*^9, + 3.7960935727245817`*^9, 3.796350728345614*^9, 3.796351387482123*^9, + 3.7963583856122093`*^9, 3.7963597949590263`*^9, 3.7965414233252897`*^9, + 3.7969894956257563`*^9, 3.7969896928906384`*^9, 3.79714150989334*^9, + 3.797155212307465*^9, 3.799979720978681*^9, 3.7999858545214*^9, + 3.79998663177791*^9}, + CellLabel-> + "Out[798]=",ExpressionUUID->"cb5ac21d-4b5a-4a87-8013-05a8eaa3f2a7"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"Plot", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"fit22110phn", ",", "fit2110phn", ",", "fit3310phn"}], "}"}], ",", + RowBox[{"{", + RowBox[{"qq", ",", "1", ",", "12"}], "}"}], ",", + RowBox[{"Epilog", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"Point", "[", "dataq22110ph", "]"}], "}"}], ",", + RowBox[{"{", + RowBox[{"Point", "[", "dataq2110ph", "]"}], "}"}], ",", + RowBox[{"{", + RowBox[{"Point", "[", "dataq3310ph", "]"}], "}"}]}], "}"}]}], ",", + RowBox[{"Frame", "\[Rule]", "True"}]}], "]"}]], "Input", + CellChangeTimes->{ + 3.7905167273661346`*^9, {3.7906752011432133`*^9, 3.7906752014899263`*^9}, { + 3.790675289305591*^9, 3.7906753077830067`*^9}, {3.790675361268032*^9, + 3.790675378699053*^9}, {3.790675413665827*^9, 3.7906754531557713`*^9}, { + 3.7947224706219387`*^9, 3.7947225027020082`*^9}, {3.7947230112568483`*^9, + 3.794723014766715*^9}, {3.794723048295319*^9, 3.794723053793068*^9}, { + 3.794723142461474*^9, 3.7947231467394743`*^9}, {3.79472346862388*^9, + 3.7947234807015667`*^9}, {3.794724742445595*^9, 3.794724751247855*^9}, { + 3.794800833423633*^9, 3.794800839169923*^9}}, + CellLabel-> + "In[799]:=",ExpressionUUID->"ac8b289a-cf41-470c-8733-a4e06d175284"], + +Cell[BoxData[ + GraphicsBox[{{{}, {}, + TagBox[ + {RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6], Opacity[ + 1.], LineBox[CompressedData[" +1:eJwVx3881HccwPFz6QoPcX4kvzrcnU+llNmKsr3fswhlq608klgk0Q/lkVBN +oaaUH4+yGimrUKI4qSMVThIlv5L0vR/OnR9nszoldA67/fF6vB5P25ADP++i +02g0X03///sOdzcaTQmilrI16XOGYJ7R1aZ2fSUMt06/ZzOGgNo07pdnqQRz +1sqHldpDEN1eHOW5SgnVHo4Xe7SGoLDN5FZqpBL27KCO26kVMK91gGkuVkLo +oSh+vFIBopdnB52qRoAe7FGU3q2AmGcdF3ZGf4Kjy9fw3W8qgB/z6+MlzuPg +/FNYe/ZyBdwpbT4dfk8F54XczgsVg9D0ls2bbzMNCc37eAZugzAhebTFZJiG +k685krB7AzBo6pe/tZCO80mGXtuKARAVR4paUrQx+YZbwraCftjlqnaPD2Eg +Y6e2nzOrHxp1j6rCLOdirX/yluqCPnBaE5OT9EUHuw5kF9BJHxwuDUl7V6GH +EY1Jn8ceyMHXsv5u+H59TCn9g7Z/gxyWDORVLPYyQIk4s2K2VAYHVa46mYmG +aP4mNTo/QQY/OgU7FEUx0WO1hUEsSwZj8rrQwEAjfNgsjFzW0AuplVc8HV2N +0bLSv4XE9UL+42+ss4gJ8q1XJk0t6oUimecVFsMUO9I5u0flUnB2MTPEcVOs +THvNs8mVQrKOXY5aPh89tkf7+gRJoUGd39JVa4bH+lc1FNtLIYU1OObNW4Dh +dze1V4l6wDX0+nMqwxwZi5u4mUd7oJxzqXTOXgukm4njDtj0AM/EJ/XVVkus +Gxs/oqqXwGX7GGbZSits/aqhnntYAnPCg88tI9YYWtH5gxNHAt9xT1t5Gi9E +2doFsn/fiSFEm+v324eFqJrS/jKRJQYd46RT6yUs7HDJCJT5iaH1evGyK0E2 +SAW4qCatxDATW54vfWmDc195MZIHRaDst7gU5W6Lv3TpUSM8EXSHVgcwy2wx +uuZa96xEESQeE+RMLbLDIxvpJaYbRWCbR+NNZNnhbce8WbpcEdycK24VMNj4 +jF8g5kwJYXi2+Z638WwMq/vT17NTCItNzndPDrPx4EzXWjeeEEhVuGDfLg6y +c0fHNp4Tgm6u+EGxkIOPvDd7mUYIoe9C+vEv3lykl687+dpHCCdYfwkyBVxs +i9GSP3QQAvPJP91uTvZ41Ur9eYWhEM5kvZksz7XHi8Zht06OUSDQY2XHmhLs +2/vmvo6IAmVGvq7PKYJV+zJPptZTsE4UIHNJJlg4nbDcXuPcRcZV5AzBiCfB +IzVPKdggSIyYnUpw1u0+/qc6Cm5/DGqszST4tXqd13YBBSFbzJNX5REMtvI+ +4VRNQadFuha3jmBabI3JcAUFDrs93hnXE3xaeO7QGY2TytU8egPBwPG0QY7G +Kzbs3SFtIvjhhbVBEJ+CtHivmpx2giPPGwPa71PgKaXHG/USfMHyHHhURsHV +pVWbteQE2wzrLvprPBoXtVTZR/DOwQXbxnkU3GBKha8UBNkd39o6azzj/mR1 +ipJgydvmwuISCvwyoo3iPhKc9z5+2lvjEqHD32GjBCN9ReGKuxRsj76cvXaC +4OeYs8e4GpfXbopyVhFM0W9l19+hQFdfx9tOTXDi9yJpiMbB/rU2zGmCtPVm +97Q0riyInZiZIejYZJB1rZiC/wDbzVaX + "]]}, + Annotation[#, "Charting`Private`Tag$412061#1"]& ], + TagBox[ + {RGBColor[0.880722, 0.611041, 0.142051], AbsoluteThickness[1.6], Opacity[ + 1.], LineBox[CompressedData[" +1:eJwVzX0w1HkcB/BlSh4OsWvzFNbTl9TWjqtsXJ8PSXnophw7JSShraRMGw05 +s9URKR1XFOli04MrOl2cVBhHqk1Lkschlbuzagn78BP3uz/e857XzHvmzYk+ +FByrzWAwttD5v707fLwYDAUItxamsgfkYGR6pU1mqADV9Tl2zbAcercpBWVW +ChAbveGFfZSDSFaR6LdWAQWc0J4bn+Vw8xXrRk6CAs7PfC2I0h4Ho/aPJhYD +CqgeCl+y0WUc+p9nj/LqJiBYzMbmo+OQ9FdH3h7RF4h1mBCMsz/Bg6Rd9cvc +lWBQKDzok/0Zfqt8kSn8XQMxa07f6k5RQFu3QxXbbg68apd6P145AarBh6Es +OQPb4czDI5MTMGomkGy/qY0XbNLj4ssmob8iof9l1gKM12GJonbSP/xZn7Ro +HVy/2DklUGcKnuqnaOKsdNGObWfMLZ4CnmdS0Qm1Hpb7TkuH3afhaGX02Z4a +A/zUmuIbUjMNW6ya7wgPGuIqizDHEe4MLPtYVuO62Ri5hubbS8tn4LCGr5cv +XoxJnUd9MgyV8D1vt9vtRBM07u3MNxIpYWakKSYiwhRDHcwD/V8pIae22I/L +Z2JuOC9vl60KJPWrlxYSFurXm3L4CSq4/c6v2FbHDI3PuAYM3FOBu8eSxag0 +w3Wsmr710yrI0LMvmh1h45hSq2yKp4aWWcnLNw1LMPZ+Tp5bnBqybEdn/KvM +sfyIWWHsZTXwY6619uZaoFnWxnRhqxqqHS9WLjpgiQsk7LEQhRqqWAE50u1W +KMiStYosNHDZOcnk3hpr/DI1+GjRdxpYJNx9ZgVZih6eM5HSKA2sd8q09mPa +4GH+IRIm1kD0AifB8c82ePNJgVHJFQ3oMU+cChy0RZvmMGdunQbar1WsKI60 +w4ft6QKDTg3MJ1dLhp7boduz4MHBfzSg+GB5MdGHg12eH/IMtCh4G/N4p8k9 +DlpyN3gEmFEgTm0s+upij7qahvFeVwo4ZYwqVaE93v+y/2m/JwXlugPtjToO +qOYEY2oQBfKFFvu70xxQ+VNk66EIClxZP7+l5A442kbFh8RTQOqEjfGxjthV +OdeSmUqBfsnAHxV9jhiQImbmZ1HwPu/cj2p/J2wKyk6avEBBuu3VxvxGJ6TO +i1i/llJg8mjsrRfPGYP7cbnsDgWnC7uo6hJntA7c08GvpaDRwPZSshnBxAg/ +709NFChyJfoBpwiWn7uxb+8LCjb173znkUFwMIVZep52iQuzjpwmeFXfS/Yn +7aBG8b6FOQQjP0iZ30gpuDUZ+bQhn+BeHVxWRTs61CJjbRnBb58/KJl5ScFr +y3NaTk0Ep9NO1h6XUeC2d2MPs5lg+9xdqYT2ierZKu0WguK+sZ4XtFcFHYga +aiO4VUvSbd1Bwdm0zU+KZPSeLxDW0/Yb0k4zHSbYAlrD6k4KriyvC9EaIeir +myzkvKZg6ljicsV7gl6EjG6mXWoy1Cf9m+C7THxWQHve59G6LAXBHWklZHUX +BYJckemxSYLut1bsC6d9t8/t37gpgswfDEpP0g4XXb7kqyIod6hXy2hXN2xL +dNcQ9Aj4xVxNW99Qz99+luDK8Wau3RsKdu9osDOZIxiYvdVrE+3a68mq+XmC +LiV87wTa/wE2rVIi + "]]}, + Annotation[#, "Charting`Private`Tag$412061#2"]& ], + TagBox[ + {RGBColor[0.560181, 0.691569, 0.194885], AbsoluteThickness[1.6], Opacity[ + 1.], LineBox[CompressedData[" +1:eJwV0Hs0lHkYB/Ax633HzKCGQS7l7ieRbFdlm2+2ZhF71m45Od1kaVVqm1Zu +7WzrkpoSi1OEsRtTCWXKlllbm8mlrJVyULkdpKjmtJOSy5B994/nfM/nj+c8 +5/vYh3//dSSbxWIFMfN/rmvz9WGxtCI2p9ZtL20IYxN50yMjrSi2NuqsHWWI +ruDxkBJrrUjVfjGs8xNDxDwql4hXakXaTXVC6Bmi9KHwUvoBrcg/K8/ccJoP +49YXAsteraiwThB6/C0fPc0nh71q3ooOiXqzBT18xDa0ZX8b8070zZztvZcr ++bgZu/OW29Jx0f1ln7cmBvBRUfnP8ajrUyK3gHj2uxEemh47Ks3tPoqCcpaH +bJTxMNH352ahhgWHRtp5xJGHYbMQxZZSNnzKbHIdmrjoKT/Q80Cmj48Wmjan +aC4ivad9peE08iMSlGPmXNznJU7ttjZAyMjioGUtBvBaE1uQPMlF65nOxQdT +DHC4Mvz002o+sk5tC1693gBB1vVXovYbQVNzRr6RbwC3FyXVC/3mICckT7+l +jYODU97cnKS50PSpBiuKOfjSa9eiMokAFUJV2LwfOPjw7G7E9u0mQPOoRO7H +QbqqULzY2xTJBTqj/U4cKG4tn59HhBjzlj7PZHFQNigutKXNsJ/tkzs+QGPp +Kou5GDeD8tq8tRfqaKRxHQqmn5nDp4VadriURuO04kFnrQU8Q49mu2fRkNkO +f/BXzkMmF+OTCTS8I87f68q0RGPKH/HGu2lUOZ2t5OyzwpuifFpvEw2lMCC9 +ZYs1BuxuO75ex/zJJVZwbYUNXF3i8oM/pcGJ2nXKg8yH4itPWYUDjbXOx23E +pgsgNg6UJghphOs7h/z47wJcelxg5m5Ag2uanLqxzxZd+WOf1esotJ4v9yjc +YYff1piQGS2F2bgqRX+zHTwCVWU2wxS0z63OSnztkTmwc9Kyl8KTiL+2Cq7Z +I8pP17+jnULSEXXBjKsDqtR321KaKdiXsJQTeQ6QZVjkNtRRuGjQ26qmHWH1 +5mlK8S0KGspy72OpI2LXRDdvu0FhoTDriU7jiL/9Z/forlIgNVHq6EgnfDDq +cUsspcAr6r1R3u2En1XKDQnFFIayM36a9HdGNU8nXyKncNT2V3WO2hn64oCO +e7kUBLdfP/HxckGRyYNEdg6FE3kduqoiFzS3chNzMiio+bbn4swI6o90WFIn +mX6ZCl5AKkEH/+KVmWMUvujZOrgqjUDl5kc0jItcTWvICQKhYETRxThQnbSH +SicQx9pUVDO+PLrjfm0OwRzZilcSxuGbLdNWlhA83OvqNJxKod0qQ8/5LsFL +57609hQKi77b8NS0nmDJ6jFpHePkqmklu5G5/34o/jrjJYH7wvqbCEbb/RN/ +YXxa6nen4BGBh5xbHshY3M+WmgwQ6J2IrGtIpiB3r9mk94wgrP/o+O+M38dL +3LVDBEOaME8F42JBf3fLCEFn1aGyZMazvrdXy7TMPu9mi4hxSGaMSfwoQahg +2NaT8dXuRa92vyewnOo4vIDxtpj8c+snCMaMXrrPJFGoqg2WLJ0isObyMzSM +eUZcf4dpgjvHXox2M94VWmsn+EjQH524tZmx6kLcxOwsweClhns1jP8DaTYQ +eA== + "]]}, + Annotation[#, "Charting`Private`Tag$412061#3"]& ]}, {}}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->{True, True}, + AxesLabel->{None, None}, + AxesOrigin->{1., 0}, + DisplayFunction->Identity, + Epilog->{{ + PointBox[CompressedData[" +1:eJxTTMoPSmViYGAQBWIQDQEf7DNYWte/4XtpDxTjAPFPbJsbPDn2pX04w9// +//9/ti8Iq5570PSFPVt8LFD9D/sZspG8Qjee2+8oOmh53/+vfcS3m5/FOp/b +L1wrwQhU4HCj3a/cQ/u5fZBmmvi6diaHH2WaCZ9Fn9n/ePQGaB6zg2x39RW/ +v0/tt6kFKcXwszikxdUwX1731D5fmxeoncPBr2Ti6oNtT+zT30syg/glAt+d +S2qe2B9T5gTK8zhUnFjCpvTmsb38tjl7/v/nd3hwQ2enwMxH9pfN/v0H8S/V +JmemXH5k76klA1Qv4vBvxyl+PoeH9pI+h4Hyog47Auf6bap5YL9g2vof3/6L +OwR8l5gz8e99+353SaAFEg5McvXG15we2Mfe6Tv0tUPBweJ+2EpLrrv2Rp2S +QPOUHFjivmp09N+xj/fZAjRP2eGIzrOAtpLb9gBG4pUs + "]]}, { + PointBox[CompressedData[" +1:eJxTTMoPSmViYGAQAWIQHc7w9////5/tbzzr5YvXf2fPFh8LFP1h7+AWUR/R +/N5+R9FBy/v+f+0LdNsUJ//9YL9wrQQjUIHDjPDVPLenf7QP0kwTX9fO5LBj +xfbfD599sv/x6A3QPGYHnj0X94S6fLbfphakFMPP4vAmr/r2euXP9vnavEDt +HA4TrHIFNTZ/sU9/L8kM4lt02m2auvGL/TFlTqA8j0OPXd/KE5u/2stvm7Pn +/39+h5yqEw83HP5mf9ns338Q3+Pw3Owdm77Ze2rJgHzjECJ9U+1d0A97SZ/D +QHlRhw23155+8fOH/YJp6398+y/ukNJ0ov+R5U/7fndJoAUSDhw8mQnM4T/t +rSaDvCPjsGvyC+4vnL/sY+/0HfraoeBgKZrrqP7ll71RpyRQXsnhtYbmc03n +3/bxPluA5is7rN7T8pB72W97AGW5lPc= + "]]}, { + PointBox[CompressedData[" +1:eJxTTMoPSmViYGAQAWIQHc7w9////5/tNzOcybswj9uBLT4WKPrD/m6id7qk +D7fDjqKDlvf9/9r7PHl/rHM6l8PCtRKMQAUOEw02qSwO4HII0kwTX9fO5HBf +eXevnBSXw49Hb4DmMTtULl10ZLINp8M2tSClGH4WB6Pw3JcVFZwO+dq8QO0c +DjUO7xJ2buNwSH8vyQzi109nup/wk8PhmDInUJ7HIYhh+kbOTewO8tvm7Pn/ +n9+h4c2eZ88esjtcNvv3H8T/cp1v7dkz7A6eWjIg3zjUPEupW2zK7iDpcxgo +L+rwpCZ9W44Au8OCaet/fPsv7qDx6XfWrnY2h353SaAFEg5dZzqvXl3K5mA1 +GeQdGYcNakGW0c5sDrF3+g597VBw4L66yP3AbVYHo05JoLySQ9rn6R837WZ1 +iPfZAjRf2eHG6285FtWsDgAyxocR + "]]}}, + Frame->{{True, True}, {True, True}}, + FrameLabel->{{None, None}, {None, None}}, + FrameTicks->FrontEndValueCache[{{Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}, {Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}}, {{Automatic, {{0., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {1., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {2., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {3., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {-1., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.8, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.6, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.4, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.2, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.2, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.4, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.6, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.8, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.2, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.4, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.6, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.8, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.2, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.4, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.6, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.8, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.2, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.4, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.6, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.8, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {4., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}}}, {Automatic, {{2., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {4., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {6., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {8., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {10., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {12., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {0., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {4.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {5., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {5.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {6.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {8.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {9., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {9.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {10.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {11., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {11.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {12.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {13., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {13.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {14., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}}}}], + GridLines->{None, None}, + GridLinesStyle->Directive[ + GrayLevel[0.5, 0.4]], + ImagePadding->All, + Method->{ + "DefaultBoundaryStyle" -> Automatic, + "DefaultGraphicsInteraction" -> { + "Version" -> 1.2, "TrackMousePosition" -> {True, False}, + "Effects" -> { + "Highlight" -> {"ratio" -> 2}, "HighlightPoint" -> {"ratio" -> 2}, + "Droplines" -> { + "freeformCursorMode" -> True, + "placement" -> {"x" -> "All", "y" -> "None"}}}}, "DefaultMeshStyle" -> + AbsolutePointSize[6], "ScalingFunctions" -> None, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}}, + PlotRange->{{1, 12}, {0., 3.5031321849681953`}}, + PlotRangeClipping->True, + PlotRangePadding->{{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.05], + Scaled[0.05]}}, + Ticks->{Automatic, Automatic}]], "Output", + CellChangeTimes->{ + 3.790516727820496*^9, {3.79051729717238*^9, 3.7905173209186363`*^9}, + 3.790517442629511*^9, 3.790517712934001*^9, 3.790675156310947*^9, { + 3.790675191135728*^9, 3.790675201754025*^9}, {3.7906752914403343`*^9, + 3.790675381379657*^9}, {3.79067541431059*^9, 3.790675422279451*^9}, + 3.7906754536987667`*^9, 3.790682656250534*^9, 3.790687060236467*^9, + 3.790687993639791*^9, 3.790688713178996*^9, 3.794718523585072*^9, + 3.794720359080772*^9, {3.794722483826476*^9, 3.7947225032363787`*^9}, + 3.794722762034974*^9, {3.794723015341692*^9, 3.794723054206992*^9}, + 3.794723200281941*^9, {3.794723475829033*^9, 3.794723498260783*^9}, + 3.794724768193121*^9, 3.7947400356654263`*^9, {3.794800831292171*^9, + 3.794800839691607*^9}, 3.795926572616428*^9, 3.7963507313404427`*^9, + 3.796351388883562*^9, 3.796358385940613*^9, 3.796359796355442*^9, + 3.796541423770163*^9, 3.796989496138978*^9, 3.796989693298666*^9, + 3.7971415102856503`*^9, 3.7971552141218233`*^9, 3.799979726580822*^9, + 3.7999858555826*^9, 3.799986632395755*^9}, + CellLabel-> + "Out[799]=",ExpressionUUID->"b1e20b05-3ea8-4311-b429-db7e6e5eaf78"] +}, Open ]] +}, Closed]], + +Cell[CellGroupData[{ + +Cell["n=1 at t=15M not aligning", "Subsubsection", + CellChangeTimes->{{3.783335011255373*^9, 3.783335014252658*^9}, { + 3.783338590710135*^9, 3.783338612983432*^9}, {3.784027245178487*^9, + 3.784027248044612*^9}, {3.7840327304466267`*^9, 3.7840327307831993`*^9}, { + 3.785577223556033*^9, 3.7855772245267897`*^9}, {3.78764085416961*^9, + 3.787640877275304*^9}, 3.790512937796105*^9, {3.790513017996871*^9, + 3.790513018226877*^9}, {3.790514135990529*^9, 3.7905141460485363`*^9}, + 3.7905156114160748`*^9, 3.790517780444337*^9, {3.7906742632015457`*^9, + 3.7906742636625977`*^9}, 3.790675975769409*^9, {3.790687761043107*^9, + 3.7906877672338953`*^9}},ExpressionUUID->"e13c7813-d5b6-4cd9-90c9-\ +a2bbc301ce64"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"tfit", "=", "15"}], ";"}]], "Input", + CellChangeTimes->{{3.784022244880886*^9, 3.784022249530658*^9}, { + 3.784031725351697*^9, 3.784031725484119*^9}, {3.784032755803207*^9, + 3.784032755920979*^9}, 3.784531877201477*^9, {3.784532306522603*^9, + 3.784532306860847*^9}, {3.785664084671473*^9, 3.7856640848228483`*^9}, { + 3.785664307914174*^9, 3.7856643081484613`*^9}, {3.787640865530705*^9, + 3.7876408657534857`*^9}, 3.790512941931713*^9, {3.7905136209637327`*^9, + 3.790513621208645*^9}, 3.790515615986506*^9, 3.790517464701054*^9, + 3.790675996022853*^9, {3.790687772497324*^9, 3.790687772728518*^9}}, + CellLabel-> + "In[802]:=",ExpressionUUID->"5ac9f346-ba7b-4489-b763-90313fb0fed1"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"(*", " ", + RowBox[{ + RowBox[{"Here", " ", "start", " ", "the", " ", "\[Alpha]0"}], ",", + RowBox[{"\[Alpha]1", " ", "contours"}]}], "*)"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"ansall", "=", + RowBox[{"Table", "[", "\[IndentingNewLine]", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"mysxscase22modeRD", "[", "index", "]"}], "=", "\n", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"t0", "[", "index", "]"}], "=", + RowBox[{"tmax", "[", + RowBox[{"[", + RowBox[{"i", ",", "index"}], "]"}], "]"}]}], ";", + RowBox[{ + RowBox[{"Select", "[", + RowBox[{ + RowBox[{"sxsrhs", "[", + RowBox[{"[", + RowBox[{"index", ",", "i"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", " ", + RowBox[{"tmax", "[", + RowBox[{"[", + RowBox[{"i", ",", "index"}], "]"}], "]"}]}], "&"}]}], "]"}], + "/.", + RowBox[{ + RowBox[{"{", + RowBox[{"tt_", ",", "yy_"}], "}"}], "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"tt", "-", + RowBox[{"tmax", "[", + RowBox[{"[", + RowBox[{"i", ",", "index"}], "]"}], "]"}]}], ",", "yy"}], + "}"}]}]}]}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Length", "@", "modes"}]}], "}"}]}], "]"}]}], ";", "\n", + RowBox[{"ans", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"If", "[", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"modes", "[", + RowBox[{"[", + RowBox[{"i", ",", "1"}], "]"}], "]"}], "\[Equal]", "3"}], "&&", + RowBox[{ + RowBox[{"modes", "[", + RowBox[{"[", + RowBox[{"i", ",", "2"}], "]"}], "]"}], "\[Equal]", "2"}]}], + ",", + RowBox[{"mix", "=", "True"}], ",", + RowBox[{"mix", "=", "False"}]}], "]"}], ";", "\n", "\n", + RowBox[{"OvertoneModelV2", "[", + RowBox[{"1", ",", + RowBox[{"{", + RowBox[{ + RowBox[{"\[Eta]", "[", + RowBox[{"[", "index", "]"}], "]"}], ",", + RowBox[{"\[Chi]1", "[", + RowBox[{"[", "index", "]"}], "]"}], ",", + RowBox[{"\[Chi]2", "[", + RowBox[{"[", "index", "]"}], "]"}]}], "}"}], ",", "tfit", ",", + RowBox[{"\"\<Fit\[Alpha]\>\"", "\[Rule]", + RowBox[{"{", "}"}]}], ",", + RowBox[{"\"\<Mode\>\"", "\[Rule]", + RowBox[{"modes", "[", + RowBox[{"[", "i", "]"}], "]"}]}], ",", + RowBox[{"\"\<Mixing\>\"", "\[Rule]", + RowBox[{"{", + RowBox[{"mix", ",", + RowBox[{"{", + RowBox[{"2", ",", "2"}], "}"}]}], "}"}]}], ",", + RowBox[{"\"\<ModesData\>\"", "->", + RowBox[{"Modedata", "[", + RowBox[{"[", "i", "]"}], "]"}]}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "notdir"}]}], "]"}]}], + ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Length", "@", "modes"}]}], "}"}]}], "]"}]}]}], ",", + RowBox[{"{", + RowBox[{"index", ",", + RowBox[{"Length", "@", "tag"}]}], "}"}]}], "]"}]}], ";"}]}]], "Code", + CellChangeTimes->{{3.776512166269883*^9, 3.77651220635608*^9}, { + 3.7806579396378927`*^9, 3.7806579447792053`*^9}, {3.780657992992601*^9, + 3.7806580655287037`*^9}, {3.780658149470125*^9, 3.780658158193174*^9}, { + 3.780658533189198*^9, 3.780658538263584*^9}, {3.780913549931922*^9, + 3.7809135503771477`*^9}, 3.7809139813373203`*^9, {3.7809144171036777`*^9, + 3.780914417501708*^9}, {3.7818561760215263`*^9, 3.781856176883253*^9}, { + 3.7833250385110683`*^9, 3.7833250438551283`*^9}, {3.783325078590008*^9, + 3.783325097782302*^9}, {3.783325247012995*^9, 3.783325318819191*^9}, { + 3.783325407070302*^9, 3.783325411435904*^9}, {3.783325475123114*^9, + 3.7833254756591253`*^9}, 3.7833256554369297`*^9, {3.7833313670501127`*^9, + 3.7833314249811077`*^9}, {3.783331463108326*^9, 3.783331465870968*^9}, { + 3.783331523881638*^9, 3.7833315262764683`*^9}, 3.783331652030417*^9, { + 3.783332229420908*^9, 3.783332229549035*^9}, {3.783926045187009*^9, + 3.783926047208068*^9}, {3.784024880322315*^9, 3.784024886607314*^9}, { + 3.7840251162471123`*^9, 3.784025118922915*^9}, {3.784028273786001*^9, + 3.7840283400444*^9}, {3.7840285492320957`*^9, 3.784028557574357*^9}, { + 3.7840330059743643`*^9, 3.78403300666721*^9}, {3.784034254111804*^9, + 3.7840342595247183`*^9}, {3.784530289375472*^9, 3.784530309181032*^9}, { + 3.785577233806931*^9, 3.785577237111829*^9}, {3.785581151943487*^9, + 3.785581157931072*^9}, 3.7855851754377813`*^9, {3.785585753869604*^9, + 3.785585769426332*^9}, {3.785651002060493*^9, 3.78565100307345*^9}, { + 3.7876408914020243`*^9, 3.787640899849009*^9}, {3.7906742987684917`*^9, + 3.7906743055401487`*^9}, {3.790674478251223*^9, 3.790674482663575*^9}, { + 3.790674544845932*^9, 3.790674558466082*^9}, {3.790674613472151*^9, + 3.790674624923275*^9}, {3.7906760443785467`*^9, 3.790676071436995*^9}, + 3.790686764375167*^9, {3.799979754169479*^9, 3.799979781921462*^9}, { + 3.799986638820256*^9, 3.799986640043408*^9}}, + CellLabel-> + "In[803]:=",ExpressionUUID->"92aba750-de34-4762-8785-b80b845b2446"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{"val022", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{"Select", "[", + RowBox[{ + RowBox[{"Arg0DStructs", "[", + RowBox[{ + RowBox[{"mysxscase22modeRD", "[", "i", "]"}], "[", + RowBox[{"[", "1", "]"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", " ", "10"}], + "&"}], ",", "1"}], "]"}], ")"}], "[", + RowBox[{"[", + RowBox[{"1", ",", "2"}], "]"}], "]"}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Length", "@", "tag"}]}], "}"}]}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"val021", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{"Select", "[", + RowBox[{ + RowBox[{"Arg0DStructs", "[", + RowBox[{ + RowBox[{"mysxscase22modeRD", "[", "i", "]"}], "[", + RowBox[{"[", "2", "]"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", " ", "10"}], + "&"}], ",", "1"}], "]"}], ")"}], "[", + RowBox[{"[", + RowBox[{"1", ",", "2"}], "]"}], "]"}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Length", "@", "tag"}]}], "}"}]}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"val033", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{"Select", "[", + RowBox[{ + RowBox[{"Arg0DStructs", "[", + RowBox[{ + RowBox[{"mysxscase22modeRD", "[", "i", "]"}], "[", + RowBox[{"[", "3", "]"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", " ", "10"}], + "&"}], ",", "1"}], "]"}], ")"}], "[", + RowBox[{"[", + RowBox[{"1", ",", "2"}], "]"}], "]"}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Length", "@", "tag"}]}], "}"}]}], "]"}]}], ";"}]}], "Input", + CellChangeTimes->{{3.7840117399238787`*^9, 3.784011762555826*^9}, { + 3.7840119370292187`*^9, 3.7840119380686398`*^9}, {3.78401385415139*^9, + 3.7840138587881393`*^9}, {3.784013908808543*^9, 3.784013932186843*^9}, { + 3.784014228315469*^9, 3.7840142299235973`*^9}, {3.784014457085421*^9, + 3.7840145132402163`*^9}, 3.784014986505061*^9, {3.784015347154203*^9, + 3.784015352818285*^9}, {3.784015889014182*^9, 3.784016003815448*^9}, { + 3.784022254146719*^9, 3.7840222589547987`*^9}, {3.784028570075938*^9, + 3.7840285876143293`*^9}, {3.785577242956133*^9, 3.785577243217976*^9}, { + 3.785581970842142*^9, 3.785581970947434*^9}, {3.785586409875568*^9, + 3.7855864133319073`*^9}, {3.7906836059484673`*^9, 3.79068362065097*^9}, { + 3.790687785199687*^9, 3.7906877880849457`*^9}}, + CellLabel-> + "In[804]:=",ExpressionUUID->"5213fddf-92b0-486b-9d22-c66f162c203f"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"phs0", "=", + RowBox[{"{", + RowBox[{"val022", ",", "val021", ",", "val033"}], "}"}]}]], "Input", + CellChangeTimes->{{3.784013812038069*^9, 3.784013820223927*^9}, { + 3.7840286003834543`*^9, 3.784028601265298*^9}, {3.7855772474175386`*^9, + 3.785577250891135*^9}, {3.790683624439334*^9, 3.79068362624615*^9}}, + CellLabel-> + "In[807]:=",ExpressionUUID->"9db2a42d-ca78-4705-bd47-7771b941d8e5"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "5.267910803700945`", ",", "5.215232049949177`", ",", + "3.770561975679454`", ",", "4.74403747419551`", ",", + "3.225852733425949`", ",", "4.068272527402376`", ",", + "1.6027431126977347`", ",", "2.4900080354549057`", ",", + "1.259895588278315`", ",", "5.8554159865517015`", ",", + "4.115335204122704`", ",", "2.044012122971948`", ",", + "4.801645125966699`", ",", "2.2244590311454977`", ",", + "4.726059122666181`", ",", "6.311529317575279`", ",", + "0.36181264258431334`", ",", "1.5400394860561573`", ",", + "3.296438473306006`", ",", "3.029347150360937`", ",", + "6.236425788881192`", ",", "4.166254643097977`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "5.656470438250933`", ",", "1.3076240437689273`", ",", + "0.4443178571424086`", ",", "0.910801398057715`", ",", + "3.331899182471555`", ",", "3.7442628638082778`", ",", + "5.610458501658977`", ",", "2.955554502838534`", ",", + "2.2849344772844273`", ",", "1.4117091147582754`", ",", + "0.5460284856454365`", ",", "5.798025065022046`", ",", + "0.856108167039744`", ",", "2.735917867169039`", ",", + "3.9406328221465405`", ",", "4.703642031945399`", ",", + "1.7373402301383494`", ",", "2.349282191012344`", ",", + "3.224785908336344`", ",", "3.0454883940808473`", ",", + "4.652673649692042`", ",", "0.4644948459325557`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "9.33986726884267`", ",", "3.0576223324028176`", ",", "9.53213332002253`", + ",", "4.711899233818521`", ",", "5.557067355791757`", ",", + "6.816207780157144`", ",", "6.240929326878041`", ",", + "4.462376487665957`", ",", "8.836449013116926`", ",", + "6.293613450865135`", ",", "3.6774494548265144`", ",", + "6.842829304725171`", ",", "4.664180672729065`", ",", + "3.945513476486107`", ",", "7.677785815102119`", ",", + "3.750099824138172`", ",", "7.368608724441156`", ",", + "2.8694185257146305`", ",", "5.492517538152463`", ",", + "5.061444194097797`", ",", "3.589240844790485`", ",", + "3.6112888950853352`"}], "}"}]}], "}"}]], "Output", + CellChangeTimes->{ + 3.784013820704461*^9, 3.784013937725151*^9, {3.784014514893268*^9, + 3.784014528954887*^9}, 3.784014833736063*^9, 3.784015374307321*^9, { + 3.7840158949244337`*^9, 3.78401593452876*^9}, 3.7840160056024733`*^9, + 3.784016248132228*^9, 3.784016282447567*^9, 3.784017299616972*^9, + 3.7840221173820887`*^9, 3.7840222642165947`*^9, {3.7840239493055677`*^9, + 3.7840239785087357`*^9}, 3.784024039117828*^9, 3.784024895277699*^9, + 3.784025128122233*^9, 3.784028601566856*^9, 3.78403068233915*^9, + 3.784030986406556*^9, 3.7840317385862913`*^9, 3.784033061164979*^9, + 3.784033148778919*^9, 3.784034749381858*^9, 3.7842722353214912`*^9, + 3.784274912060788*^9, 3.7842750624126387`*^9, 3.784276679404758*^9, + 3.7843805954128103`*^9, 3.78438213778687*^9, 3.784451002040798*^9, + 3.784530397051354*^9, 3.784531929287951*^9, 3.7845323569912367`*^9, + 3.784884959449239*^9, 3.784954013877706*^9, 3.785491044626089*^9, + 3.785577153505562*^9, {3.7855772689716597`*^9, 3.7855772821821327`*^9}, + 3.78557862276574*^9, 3.7855788045468473`*^9, 3.7855789971093693`*^9, { + 3.7855824129876633`*^9, 3.785582420306617*^9}, 3.7855864149597893`*^9, + 3.785651112508834*^9, 3.785664186324984*^9, 3.7856644115223713`*^9, + 3.785677723177349*^9, {3.785677816546982*^9, 3.785677821084219*^9}, + 3.7857505295696983`*^9, 3.787485429647415*^9, 3.787638624754765*^9, { + 3.787640971615828*^9, 3.787640999484199*^9}, 3.790513991225237*^9, + 3.790683626613166*^9, 3.7906838123368607`*^9, 3.790686931556801*^9, + 3.790687963683213*^9, 3.790688687449335*^9, 3.7927381831358013`*^9, + 3.792741309031549*^9, 3.794718450853731*^9, 3.794719764749793*^9, + 3.794724979985716*^9, 3.7947400893053007`*^9, 3.7948009117211943`*^9, + 3.795926634236457*^9, 3.796093639147581*^9, 3.796350788503805*^9, + 3.7963531848009863`*^9, 3.796358443952098*^9, 3.796359856007145*^9, + 3.79636453383547*^9, 3.796541499597467*^9, 3.796989552748024*^9, + 3.7969897483467712`*^9, 3.797141551499415*^9, 3.7971552499197083`*^9, + 3.799979799586747*^9, 3.799985866423799*^9, 3.799986657930036*^9}, + CellLabel-> + "Out[807]=",ExpressionUUID->"348a088e-3f0e-43cf-8903-86669b215d6c"] +}, Open ]], + +Cell[BoxData[ + RowBox[{ + RowBox[{"mysxscase22modeRD0sh", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"mysxscase22modeRD", "[", "index", "]"}], "[", + RowBox[{"[", "j", "]"}], "]"}], "/.", + RowBox[{ + RowBox[{"{", + RowBox[{"xx_", ",", "yy_"}], "}"}], "\[Rule]", + RowBox[{"{", + RowBox[{"xx", ",", + RowBox[{"yy", " ", + RowBox[{"Exp", "[", + RowBox[{ + RowBox[{"-", "I"}], " ", + RowBox[{"phs0", "[", + RowBox[{"[", + RowBox[{"j", ",", "index"}], "]"}], "]"}]}], "]"}]}]}], + "}"}]}]}], ",", + RowBox[{"{", + RowBox[{"index", ",", + RowBox[{"Length", "@", "tag"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"j", ",", + RowBox[{"Length", "@", "modes"}]}], "}"}]}], "]"}]}], ";"}]], "Input", + CellChangeTimes->{{3.784022329124991*^9, 3.7840223823370113`*^9}, { + 3.784022415606349*^9, 3.784022440743187*^9}, {3.784022893948859*^9, + 3.784022943263361*^9}, {3.78402407745934*^9, 3.7840240942167397`*^9}, { + 3.78402447363737*^9, 3.784024481977665*^9}, {3.785577291515561*^9, + 3.785577293500114*^9}, {3.785586427742388*^9, 3.785586428133891*^9}, { + 3.790683633179186*^9, 3.790683635499899*^9}}, + CellLabel-> + "In[808]:=",ExpressionUUID->"998d0d58-666e-4a61-8a5e-08b768f002bc"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"ListLinePlot", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"Arg0DStructs", "@", + RowBox[{"mysxscase22modeRD0sh", "[", + RowBox[{"[", + RowBox[{"1", ",", "1"}], "]"}], "]"}]}], ",", + RowBox[{"Arg0DStructs", "@", + RowBox[{"mysxscase22modeRD0sh", "[", + RowBox[{"[", + RowBox[{"2", ",", "1"}], "]"}], "]"}]}], ",", + RowBox[{"Arg0DStructs", "@", + RowBox[{"mysxscase22modeRD0sh", "[", + RowBox[{"[", + RowBox[{"4", ",", "1"}], "]"}], "]"}]}], ",", + RowBox[{"Arg0DStructs", "@", + RowBox[{"mysxscase22modeRD0sh", "[", + RowBox[{"[", + RowBox[{"7", ",", "1"}], "]"}], "]"}]}]}], "}"}], ",", + RowBox[{"PlotRange", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"0", ",", "100"}], "}"}], ",", "Automatic"}], "}"}]}], ",", + RowBox[{"ImageSize", "\[Rule]", "Large"}], ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"GridLines", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", "tfit", "}"}], ",", + RowBox[{"{", + RowBox[{"2", "\[Pi]"}], "}"}]}], "}"}]}], ",", + RowBox[{"GridLinesStyle", "\[Rule]", + RowBox[{"Directive", "[", + RowBox[{"Orange", ",", "Dashed", ",", " ", "Thick"}], "]"}]}]}], + "]"}]], "Input", + CellChangeTimes->{{3.784024513255226*^9, 3.78402458256153*^9}, { + 3.784024676991809*^9, 3.784024723695135*^9}, {3.784031047475773*^9, + 3.7840310510137653`*^9}, {3.787641011926249*^9, 3.787641012398367*^9}}, + CellLabel-> + "In[809]:=",ExpressionUUID->"dbba69c5-64ff-41d7-9ae0-a5294b4e896f"], + +Cell[BoxData[ + GraphicsBox[{{}, {{{}, {}, + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[0.006944444444444445], + AbsoluteThickness[1.6], LineBox[CompressedData[" +1:eJw92Hdcje//B/BjlCjJzvwcqSQiJTLSS6EiDe0ip73r7CHj2NkZEUmHjMjI +x4qMYyeflBHZR1Z2MoqMX7/H93rf/vF4Pq5z9T6v+32f+7ruq19k2rSYljwe +b1IrHu///6d/mmXh8yQbefifdM5ptnl9rhu1ZK5zPvcstbD9slbMjc6qeX8/ +TzHUY+bBYFfs3w3r9Zlbw8H+l2tDPwNmAyx8dbKb+nhbZiOEZax96ehryGyC +83f0Xc3rjZg7Qb05+s+YzcbMXdDo1MbIsb8JczeM6dEz8vYvsik8BvBmCO53 +ZO6J9IiqsxXFnZh7oyrT5nqXnM7MffFn2DgPC3UXZj7ejp47ryGuK3M/LD3R +uHn+tG7MZijLunG+2Lk7c3941iemZg41ZTaHqc0E/6Z+PZgtoBM2Rr3r1pPZ +Eo9C92b4GPdiHoDE62H3uhr0ZrYC74HjkX9a92EeCK3SIdSzZV9ma2Tk7EtW +tPyHeRB+bOrVzbkln3kwBpatvMNfRLbB8Mf8f+/o92MeggMLtjn4LicPRbCe +/5IVxmbMtkj/pR8qXs+stkX2As9vb037s/FheLtt1Nc725jVw3B7fOTczhbm +bNwOBz3O995YyKy2Q3BGSJfpdhZs3B4PBg8MEJ5kVttDPfhSCx0s2fhwbOlx +9uGhUmb1cLg+5fe46zOAjTvA0Cn87dj7zGoHXBF0HV8eYcXGR6B6zU/B7LfM +6hF4syKgf4BkIBsfiZ6bl45S/mJWj8TyD/66zkus2bgj/Kcd4QebDGLjjsh7 +YHZ/Zg4zbxS8D10ZaztgMBsfhQmHm6KLjzDzRuN7+0heNWzY+GgEfr3pm3iD +mTcGd/4aLZ46fQgbH4OdnQ58jXrLzBsL5+qGW5nKoWx8LM4i7UtIK1s27oSJ +rh7n/CYzq53woCRnTL+1ND4OBksfjzt0j8bHwaW+z6JPfYaxcWdYTw76+jCK +We2MIcemTVPspXHARp1mUP6RGUCNY+P7Ons79nkgzCI97o+SWQts/jPDudtZ +Zt541JkIHcJa2bP547G2aGrTB3dm9XhkZj87+mY1s3Y8ciPvD42oYua54FT5 +2K7hvYez+S54/Tv5pi6KWe2CtCX7o2oKmbUu2NnV18rvKzPPFY+8g0Q9nBzY +fFfIC3IKTZYwq12h1yfyRbsKZq0rZKsLelR1H8HmT0DeqI9xTgJmTIDXixHj +exQwqyfgTs7TKo9PzNoJcA4dUHvGYSSbPxEr8kPmi9KZMRGfTs4sStYyqyei +4uzHxAutHdn8ichLXmiZ6c7Mm4TBjuda/1nBjEkI+KioH1fBrJ4Ecccjd9d0 +GsXmT8KBt4k8h0BmnhuCjZbUS7cwww2aHN63bU+Z1W64MUOy6L3FaDbfDY03 +e+1YmMLMc4e/mZ+z4jgz3LEo9fyMC8337f/mu2Mfv80dF09mrTt+9vuWdzib +meeBG4Nv6ee9ZIYHVPWnrNR2Y9l8DyzY6/ryyFxmrQeU6WM7FF5j5k1GD79/ +hK06O7H5k1HSreX8laHM6skI3vsubbyGWTsZvdcXtBv7gpk3BXe1qrl7LMex ++VOw160xsziOWT0Fuodp7wr3MGunYKI4a1PpK2aeJ/ixv+ZEWziz+Z643qvK +ojaKWe0J2ZbW0sodzFpPmPm3tjtYw8ybipFX93To1Als/lRIFz/n1dszq6fC +eNYqT/8gZu1UuOeHtlw/m5nnhbZj9F7W59N8Lwg+/ChYUE7zvfDHsGBwXSPN +90J1+raKZIvxbL43rOsyRFd9meGNsvJV2kuzmdXe8DFu13r+LmatN/bb1FzY +cp3m+2Dz4mq7vp+Y+T5I7DHOO9DEhf09H5x+eQo7hzILfNDCfP+1uKnMah+M +mvvk5bcEZo0P1sm7lGxazKz1weUTxq6rNMw6H/S+VOTWsYSZ54u63SKz8Cpm +vi8WZ7a7c+QT1fdFbmjPFYJ2rqy+LxbNEkSUWzCrfeGaLmq53oVZ44vH0juP +ciOYtb4IyC5ISVvErPPF8A6O2iUHmHnT8Cz+sXqbjpk/DQmP42238yew+tNw +o3qBoX08s2AaClNcPcbtZVZPQ822hcX1j5g101DercbuhN5EVn8azsqclk4f +wKybBstgvtH8Ccw8P7zycel7NJyZ79ecb3ZCjZwZfii7e/xLzipmgR/Mfnzb +OzqfWe2HmwfG+DecYNb4oWGLbtq361TfDzeGL7H3eEr1/bBVNflo02eq7w// +rJP727aexOr7A0867RZ0ZYY/1u9qWHXXglngjx8H3jl1d2BW+6Nd6sQKuQuz +xh/5Hy0Gpngya/1xwkb2qdiLWeePEc+lNX6jmHkBcDv1wu70TcofgBuXsxe/ +EVP+AChe5DkKBJQ/AE6v55nMjqT8AbhYnZBrkUT5A2AotsqcTddPG4CSp5q2 +HRZS/gB0jHLpZJdJ+QMRDSPXjFyqH4iIjOw1VfuofiBiX588/J6uryAQpmW/ +d+y6RPUD0b7uwPJ7lVQ/EIVv163ye0T1A/Ff0ucVT19R/UCcy9u5dmgd1Q9C +h8PL/33cQPWDMHGxb/bM31Q/CGvz9rg3/aX6QehY/nPrpT9UPwjhuXdXaxup +fhA+OTvJ4j5Q/SAYDFjyZetjqh8Eu6KSbPf/qH4wJg8qf9z7DNUPRgvPMa2S +/6X6wchKnJ+xej/VD8bJopFjLtD1UQdjjkWX8tY0rgnGxi0vvcSHqH4w2h4z +2xx8lOoHI1fV5ojtKaofgrKh+0LXa6l+CEq3ZRYOuUr1Q3B4c9PvM+VUPwQj +1s+73OoO1Q9Bnlmq2eX7VD8E/W36G119QvVD8KzlOVF5DdUPgeuc81u3vqT6 +oUj5MXfUb+oPPxSfZ+T8uERGKCZklBm9eEH1QxHQtmG17BnVD8WjRD+X/6jf +mlDkjM+pEN6j+qHQyzA/1u4W1Q+Fa9dTjaMoDy8MWdoF96XXqH4YZgQeXdh4 +heqHIaHryzE3LlP9MOivaOr3kKwOA39T3YY6+rwmDFYNJyyqS6l+GNonOrmG +0vNA1/z3RNcx/gbVn47oDUs3h3C/v+nY+PhguIyuL6YjvcnKJ57yCKbD//HR +lYYPqP50WF2e3s2Jyz8dd127eDyj+007HbHWFYNfUT900zHiTMGbcfQ84s1A +Zaa96zsa58/AhvMvFY00HzMwv+L9+gX09wUz4LN30palD6n+DFyZ5WW8lev/ +DJyMfXxGy13/GSi8aLnL/C7Vn4FtA+Z9fkP5eOF4Yr+ykzmZHw7h+ara6ttU +PxxGU5J3cfebIBx7T8w5soW7/8LRKzhDsrSK6jf74v6q41RPG47LldYHTKqp +fjiGRRpcS6fvy5sJyy8W35/S9eTPRGb6f12tKC9molPq8G2udD0EM6Evyf9k +SddLPRM7Q1d9LCNrZsJK4qe2puurnYmtp1WL3bnn/0wsGfA90JK7/gLwHkbu +P0HzTQRobGfdMJrrhwBXyz+d2Uj1bQX46172/A33/QRwHHy/zI3sI8D9nSte +aKk/AgECvRx3C8hCAe7cOD7BhuufAO3Mh5+wImcKwHd5034aWSPAz8dZ2E0u +EsCa5zWUzz1fBVg0Rzu4mFwpwKAPlu+iuOedAK/GX0zsTnnqmj/vH1x+hcyL +wKk+06fG0/UwiUDEqjjhNzI/Ao57Us4l6ih/BHLnHZtyhYwIzDrQZKxPzwOf +CCSYdug6gCyIwOTgYxMsycIIrC/fldiSe35EoP7LGquz9PcyI9DG6vNTAVkT +AavSrEPc9ymKgMWr28+Xcf2NQF/dZg8rcmXz/MUVsx9wv7cI/E24pd7D5Y8A +717ijfVc/khci+5wfDvX/0hEf/3d8ibX/0gs2mXi2Jf+vm0kNld+bbOAjEjk +6ge1qif7ROLX6Yl13PcXRCJqwop1F8nCSOz0XLO+I5c/EnYfHrRyI2dGYkjK +yJHRZE0kgvLOL04iF0Xin/zTB6PI2kgEZ4mOe5MrI+G4uqylA1kXieNn1+V2 +JddF4rTr8Qlf6PvwotBbtr9FBdkkCjvHhmzaS+ZHYd2Y/z4s5PofhYI+F3xm +cv2PwiulsN6J7BOF5uV4vBmXPwqP6k+8bs/lj4JoWXB1C7I6Cjtup/r+peuX +GYUG2euSllz/o+DufS7QiFwUhS/8/Fa9yNoolD1d0MOGXBmFgMJjK53JuiiU +jP6+diq5Lgrv8qptfbn80XhraPh7Apc/Gqtv9VBZcPmj4bb2Z1/u/rONxjlN +lNNJrv/RGDbiSskcrv/RGFi/4tYksiAai0tWeHD3jzAaTsM12/TI6mj0uNrh +SSPdb5nRiDpdm/WJe55F41hwzSoduSgaen/7T77Mre/RsL672mwruTIap/+6 +v47j7v9o9HP8etWGu/+jkf1wd2Q9PR94MRj32CzkBNkkBq+7ppvPIfNj0Der +X+EY7vkXgzWm9ln13PMvBv4hD/ZouOdfDGI2uVR4cutVDBrvOnXikYUx6Cg4 +tPMi9/yLwRLZvgm53PMvBtcrrmxdyT3/YvAk5sHb5dzzLwZJac56q8jaGKx9 +6fVnCbkyBhnv9m1LJutiwI/859Y4cl0MDDxeb/xJ6w0vFi6thD3zySaxMJ/0 +2GEstx7FYuhOwwWltF7ZxuJsk0lvDzJi4f3Z6/NZWt98YnHg0Padg8mCWOh2 +mmVtovVYGIubH/+Z1oasjsXP0ylzFtJ6mRmLrR7HW3cka2LxVzK7exGtr0Wx +0A5U/RdG1sZid9eHhYbkyli4nt0x/zitz7pYpHe5OCKAXBcL39C7pS9ofefF +4cavlTtiySZxsJW8nvCU9mv8OIxcu6LOj2wbh8vPN4aU0n4JcTBPjvFyIvvE +4dBpQUkRvQ8I4pD8+9m7vmRhHPbmnBi7qILyx+H7kJCNT2g/lhmHKrHXMxuy +Jg4bGw3cJbRfLIpDuENa4SHav2vjcGuEQ2AN7e8q47AutJu+Abffi4PDtMIO +vcoofxwEjpJDXWi/yYuHbLTq40fab5vEY+MfcYs9tJ/kx+PyOJP+zrTftI1H ++dicrWcuUv54vJj1+rLtBcofj7vz2vruov28IB4HlHuDB5yj/PFYUbzuwVl6 +31DHY4o880zKacofjzanbPcOLaH88XB7Nn5500nKH4/OwcMHXS6m/PHYVzIl +QU3vZ5XxUJ5LNrY8TvnjcVRvtmURvX/UxSNZ+MzonyOUPwHXdwX5KQ5T/gT8 +fTvp2Tl6f+EnoIvFzHV/D1D+BJwYPnLiGHrfQQLChzROldL7kE8C2k0Znrun +gPInoKXhac8buyl/An5Zm/R8spPyJyCmy0le1Q7KnwBFN8Mcm12UPwElTh+0 +NTRelIDJU5MuRGkofwLOlbw+cILeXysTEOXu1f3NFsqfgN1zX33YuInyJ6C3 +YFHNmg2UPxEnTD4eO7yW8ifC8+DFQzWrKX8i7M5UPeizkvIn4samzofCl1H+ +RChPWIfkLKH8iVguv/brGr1vCxJR0hQqfq6m/InIKsnSfzmH8iciv9ONA5Wz +KH8i2u1vW1KooPyJ0Be+j5sjpfyJ+DtFYOcmovyJiJk0R2iXSvkTcch955a3 +iZQ/EaOv/7xcGkf5EzEqwLPv/mjKn4TTC4KNV0ZQ/iRkXO/xOo47j0nC59O3 +B9mGUf4kvAiwVNwLovxJKLKdbe/rT/mTcDZWvT3Lh/In4WT7QXq7PSl/EkK9 +hgWsdqf8SbD9XiqPpvOgzCS0Slx12wuUPwn5F276+Y6l/ElQ2cRHL3ek/EmI +tex0t4UD5U+CZpf9m2PDKH8SrhmuT8odQvmT8K3Huh+Fgyh/Mq4ZC2aftqL8 +yejVUbMujc6r+Mlw6POrcKs55U9Gfmu7wL/9KH8yYnVPd0v+ofzJGC2u9Gzo +TfmT0cLo4I1FPSl/Mi6njSrpZUr5k3HcrdXG3V0pf3LzfujCK8vOlD8ZzzcI +a3NMKH8yWqkco9saU/5k5Bb3eis3pPzJKJn7dusHA8qfjHFhqvUyfcqfDOvc +7fmdW1P+FBgYG84vbUH5U1D15tiS9X/ZeR4/BYl72hvLfzPbpuBv5ZGtIU10 +PpiCHXMyl0z6weyTgv4N1z+Oa6DzwhTkKmTb3L4xC1MwJj9/R9wXOj9MgfuL +WyW7PzNnpmCT9Q2lYR2dJ6Yg1WFS+OaPzEUpWPj7+CbvD8zaFHTvOWGX1Xvm +yubPm5hY93rHrEtB+EajTb3eMtelYPuwBvO+b5h5qfCowHnTWmaTVJxdds6p +9WvKn4qfNSlNj15S/lSU/7upYccLyp8KZ9+3cSHPKX8qrNb+6qZXQ/lT4V2x +Vb5fR/lTcUVTdSvwKeVPRVreLgvDJ5Q/FfPnNn6v4M5TU3H+q2x64UPKn4q1 +6d2X7XhA+VNh/f1Z/5P3KX8q7AJjZ9VVU/5UvL53wNWNXJeKsCsXn5+8R/nT +sOh+cWdXskkaLrXoMfzxXcqfBvPnbtELyLZpmLfy0W0bMtKQO6dV08Mqyp+G +NkVyx+VkQRpaX/recwRZmIau8bZvHt2h/Gm480jonU7OTENs70917cmaNOx8 +fDV17W3Knwar5W2bWpG1aSjalmsZe4vypyF7btb4kpuUPw2/1hfXG5Dr0rBx +Y41VYCXlF0IrEh3ZW8FsIERT9K0ObckmQijftlikuMFsKoT+B82Lb+V0fYTo +0mDptJBsJUS3qzGH+5Bthag5kBV68T9mRyFsed/1JGQIMcZcoxlMdhdi4HFf +v8/X6XoKYVooKLpADhbihkvam+1kgRD9r80cuYYcL4SV8Wb9ZWShEMU2QftW +kJVC7HY+uXEtWS1EbJO34QZyhhAZOdU9V5IzhTDvJ3oqIWcLsas+ZIcbWSOE +i/61K/rkAiHsB5boHy2jfgmRxRO98CcXC7HA7PmaumvUPyEK5uqbrSaXCvG1 +a99h9uRKIXrO53+sKWWuFsIt5uqtXLKu+Xqcbt8zklwrRFL8sSeDyXVCdCq9 +ZNl0lblRiFfifwOuk3kiBHxbkpVLNhDB3f79dgnZRIQ/HvnTfcimItx1GbBq +BJkvglXNs6YBZCsRlj+122NOthWhe5eSNdZkRxFuPvI25uajuX63k1IXsrsI +1yv1DaeQfUQY9HLma87BIoxPWpHCfV4gwia5q5cNOV6EbhHjDnUgC0W43/Sv +QcMV6r8IRx3b3rtKVotw69yL91nkDBH+i3z6PZqcKcLxuW3mOpKzRdj1PS+y +M1kjwoHs06saLlP/RbhzXv7+BblIhJ/3FDsekotFuHKhf3w1WSvCFPPPd+6R +S0X4FufidpdcKcKQfwa+rCRXi1Br2XntZbJOhO28p2OukmtFuIq5L4+R60T4 +NHSW9W5yowi3BX335JB5YhToVeZvJBuI8Wn9p/KtZBMxnIdJHPaRTcUIs7g7 +q4TMF6Puec3w/8hWYrj8SOBx+WzFsM6238zldxRj9ifzzVVkiDHm3aO8K2R3 +MYauMa87QvYRY2SRokZDDhbj0t/7DhlkgRhXK5efF5HjxVjwZJssnCwUY9et +5y+nkpXNef4M2DuOrBaDz7PqOZScIcbbUwsc+pIzxdDlfh5lRM4WoybWvOzn +Jeq/GJKPNkvekwvEWLpk28QX5CIxQrtEJnEuFsP72P7kD2StGCHyyqV/yKVi +RAa85nfl+i9G68531thw/Rej8kLHd65c/8WouKd75s/1X4zqM/1SuPx1zdf3 +0fdT9lz/xXj55P14W67/ErTpaiWy5PovwfoM71s9uP5LIJn9eh+X31SCyedn +POdx/ZdA+q97dAN9fysJNvm+Sa8j20pw0H/QRO76OErQK6JV/VsyJHDt/rgN +dz3cJdgztsH7C9lHgkHLJRru+gRLsC3lvyUduP5L8DH1xz0zrv8SZEU9KI+/ +SP2XQP3gTrs5ZKUEUcp26lyyWoIDt1ocyyJnSKCZsC6oiJzZfH3+XWx8hZwt +wfx5265UkTUSnOy/YYCOXCDB3t9r770iF0kw0txowHtysQRHrBcvqSdrJVhr +9/ZpE7lUgg09A+LbUt5KCXg7h7XoRa6WwNut0XEoWSdB5JmXBa7kWgmMwk7I +Ash1EhS+T/sUQW6U4FT0sm5xZJ4U5iPuxkeTDaT4NHpqVSjZpNmHXzzzJJtK +0fOAd40TmS9FfNjcsmFc/6XY/Hdd9GCu/1JM0R2ca8v1X4qyPRcXOHP9l8LZ +RDc/hOu/FBs+WAydw/Vfii844lXA9V+KM4H5favJAil+/0i50ZbrvxRObbfU +jOZ+/1L07e0qSeB+/1J4btU6beB+/1L4BZXnneJ+/1KMOTzV5hH3+2/O0+Lp +wUbu9y/Fyr5Tajtwz38pVGXSzH7kAinE8yMlNuQiKTb6r9ttTy6W4s+6YTeH +k7VSWD3JamlHLpViYeE3N25+pRRHwjsMGEiulqLOIzfWiqyTImLIq3zu87VS +tBuZWj2aXCeF2zyrOh9yoxSJvr3WpJF5MpSP+tOOW/8MZPBc6XHqLNlEhuVb +9y15QzaVwfRJ67RO3Povw309+z4jufVfhpFH7noFcuu/DGUXo3+lceu/DKos +vxGLufVfhpAdftPyuPVfhgzfQyFF3PovgwUsO17k1n8ZupzrpLnHrf8y2Lb7 +0+Yjt/7LkF97drIe7X+EMuybUPe7F1kpw4MjT5bbktUyfMk+lDeenCHDgtun +t3uRM2UYXHPsQxA5W4YRJx9WhZM1MljPmBwZQy6QYcrvPj9SyEUyZOfnaWeR +i2XoNDd1zCqyVgZ7K7O2u8mlMphP/lp2iVwpQ58Pz8bVcvs/GXy+LlpmTPtD +nQxFz22WO5BrZej5Zn9AGLlOhv5eqavnkhub+5UbK9pG5smxvJ93egnZQI6g +2wu73SWbyJG4/b+gT2RTORr68UUGtJ/lyyGQTJlhRraSY8TV1NNOZFs5nA8W +7w4lO8pxM4q3T0mGHBusz9duJLvLYfLNZxK3f/aRIze34N8KcrAcwVNjh9WS +BXI4fQy1/k2Ol0Pax7zQmNv/yxH32Du9D7f/lyNWb3WbQdz+Xw7e/CarUdz+ +Xw63D0FVHtz+X45NhbOvhXP7fznaZDSNV3H7fzkC388o38zt/+VwNf9mqyUX +ydErvcuCd+RiOWbO1vn3pPcdrRx/5lW+n0wulUPWNzI1nVwpxwtn5877yNVy +zHHePLmKrGu+fjuXTWoi18qx2VDrxr1/1clRcfpqwmhyY/PnkWvtR+Yp4Gm0 +SxFPNlBAHHp+XjrZRIGRsw0WriKbKhC/bNH+PO79T4HZY243/Mu9/yngE7jb +rJR7/1OgnUVGwVOyowJucwdf+UGGAq/ufFjYjd4v3RX4VBi/w4Hso0BPXVhC +KDlYgW4B8XpzyQIFjHp7Ls0nxyuwY8f07WVkoQKHC/d9ricrFVi4o9/PXvR+ +q26u/8LIbCI5Q4GD2lElKeRMBbbcbGWURc5WoH1A55mnyBoFakd87vaYXKDA +4pztl3+RixR4vPRMnSm9bxcrINl96NswslaBvT+VVu7kUgUebDEeOp1c2fz3 +/fMqUsnVCvDnP3upJusUiI2r9VhPrlWgoHd6yW5ynQJ7Viy7W0JuVKDvmf3G +t7n3fyVsZ1kefE82UEKjqLzNnReYKBExabJ4ANlUiduT209zJ/OVkA65MySJ +bKVEi4OecWvItkrEiLvvOUp2VMLuuXfsAzKUWH59Sz8enV+4KzF73J4wC7KP +Eq/0fE0mk4OVaPV5y89kskCJVfOm915Njm/+/OhbnQ+QhUrUvNoZco2sVKKh +vtWE52S1EgETn6l+kDOUyFt3NsaIzlcyleAd7u3cm5ytxP1P32cMJGuUaL84 +7JQ9uUAJ3UJljhN3XqPEfuG6MjdysRL9z3a56ced3yjxqbd+TBS5VInzaQl8 +JblSibgK49HrydVKrO01ze0YWadEwrm//Cfk2ua8g/VKjej8qE6JpbVjs0Bu +VEJw/0c3GZmnwqyNq/4UkA1UeB6QdP0+2USFZLP8SD06vzJVYerSGV7WZL4K +4+eXNbiRrVQ49CjxVDjZVoUSky0308iOKtS7mFnNIUOFpZcy2i4ju6vw1Cn4 +XhZ3ntZc3z7/+C5ysAp2k65PPMWdr6lwanRB8h1yvApHz9r5feXO25rzZe2J +7EHndUoV3A+NkruQ1So8SHrdKY2c0fz90z21OeRMFWIPt2h5hZytQnTWr0Id +WaOCYr18oj6dHxao8Hfq9M0DyEUq5L36pphALm7O1za88wyyVoVbA7d2EZNL +VbjhtVS6iFypglXTj+lZ5GoVvnRcYLibrFOhNCL8xAlyrar5edxeep1cp8K3 +yTNH15AbVVid/Cb/F3f+OQvjArbq9aLzUYNZWNFaM82JbDIL38w9B0aRTWch +sDp9/woyfxa8cwJ2HCNbzYJt5a3EV83+P6eKsFc= + "]]}, + {RGBColor[0.880722, 0.611041, 0.142051], PointSize[0.006944444444444445], + AbsoluteThickness[1.6], LineBox[CompressedData[" +1:eJw92Xk8Vdv/P/CjUZ8kzRodlCQVaZDIi4QGdYiMccwzZ3ZO42mSolISTbej +Ac3nqhuiHKXSLFHqNmggTdJN0ujr9/jt977/3Mfzsc7a7/1ay957rZVhSKJH +eBcOh+PclcP5f/+n/1Tind8qdnLw/1Vvb5bevmhg7y6MW+x/JIfODd/YlXG7 +/Y2aZ1tu9OrOmIP+B15XLtzRg3E3rB/8kPeVq81YGwa1PdJK/+nFWAfX19Yg +h9ebsR6cNuyelfNZh3F/9K37J6gkW5fxQJzLEZi1GekxHgy9yB/Wmb/I+nBx +Cqi0fNSP8TCUT3YadaGoP+MReP20KGrM3gGMR2HYrCm3fJQDGXOxQCsrwjlq +EGNDROdvWPHMYzBjI+wx+ZjRD0MYG2Nvy6bU25P0GY+G/gQnz5+GQxmPwRhV +XsaqwcMYm2BQwN150/oMZzwWzSFezlo9RjA2RZTVPv5lzkjG47Du9oVd0b/J +ZojvWTLw/c9RjMfjjdaw4c6/DBibw1qV8tN2NZfxBDg5l3+y1zJkPBG276b5 +jV5PnoRZXjvsn/c0YmwBpwKb4LA0xkoLPHnaqpPfz5hpt8Sd7+1BB7IYKy3R +LC85PGvUaKZ9MlJjh22UHWGsnAzNud7XLCeMYdqtcFIlne31D2OlFfrkr/ly +yc6EaZ8CJ7/JGYFXGSun4I753JJ+i8Yy7VMhVE8ovvOQsXIqrl1y9NvON2Xa +p+HirTWWgW8ZK6ehfnZQGETjmPbpiNDOdXT5yVg5HVt2++WtX2/GtFvDw+iY +Qkd3PNNujZyK9iFfsxhzZmC9WLHC28icaZ8B2Te7uW4nGXNsUHUw98pH6wlM +uw0Cs18vdL3CmDMT/tG7zP08JjLtM7HBd9rJAfWMObZA4eE2n4RJTLstLnxV +nuv2mzHHDka2wePa5lgw7Xbg3DF3Fm5hzJmFC0tGVz+pofZZuD7m/lajEZZM +uz1MWp20JoYyVtpDx8N2ZPNRagf2P5vT37uFMQD+8vWa0GmTmd8D/Q+PMhm8 +grEG2OuY7CgvZ8xxgFSFBXt7WDH9HTDQMVG+az5jpQOWTefOT05nrHGAvfGf +sWm1jDmOWF/t9uzWsClMf0ccedBxM57PWOmI+m0j+27PZaxxRFjA6lu8j4w5 +s5GQcc2lZMpUpv9s7LkT//7uCsbK2bDIPlS68gpjzWzs9237ckh3GtPfCWM2 +hbUO9GEMJ9TwTnbdncNY6QQ3X5fG/94x1jhBl5MgbbCazvSfg6XfuTtmrGCM +Oah6s1F5+TJj5Ry4Tvb4FfE/a6b/HIwtOnxzKI8xxxmcn7U5r3cyhjN++LqN +fFnHWOmMQkPdPzNHzGD6O2NcudfwsUGMOS7YNmx48fMcxnBBF52LP3JfM1a6 +4EKmc0n5WBumvwuMD5+IlMcy5rjiyYtjOYPVjOGKAf3e7W36yljpiu1bjbpO +sZvJ9HdFn8Jj2WbJjDlzYbr6qe+bKsaYC4tkxaLZI22Z/nNxboV15oMYxpq5 +cDm1f3uPYsaceWh4uE5rZE87pv88mJhcfx7uyVg5Dz32ralyVjHWzENuulfJ +/HeMOfPRNDVtu+XkWUz/+eC/eeDSmMRYOR+9nlSMX1bCWDMfroMH+pv8ZsxZ +gJWRfythZ8/0X4D9Fy5/Nl/BWLkAaXF7Ni45z1izAPm6zcpx7Yw5bjgaYK/f +aziY/m5YOOq5G2wYK91wwPA52n0Za9ww2eY6Z9kyxpyFaMzfsXnUPuq/EN0j +M9YtKqP+CzGmV7f9q15T/4U46N84U0fHgem/CGnzk3OHTGOMRXi5d/95hxDG +ykXIbx6J1G2MNYvwKzDbPbmU+vOwyE0xr/YNYy4Pw8YYZ+7Rc2Sux4Or2vfr +tmmM+Ty0ZjeVPvJlrORhfsSL6jvLGKt4WJbOi7y/m7GGh7Pd0hUuhYzreZju +LZ+05j5jjjtOumatvdXMmOuOn6V7x8b3ms3Ud4fugKWZOcaM+e4QJIxOyLNj +rHRHu19Acbk3Y5U7tve0q3MQMda441tEl/jMLYzr3RE1Qdg18Bhjjgc2Gc+3 +2nedMdcDY98d8Oj4QPU9IJliXxM+xImp74GpBl5Wg90YKz1w/H7tHnU6Y5UH +Plc5ubQ/YqzxwEH7p1ulQ+cw9T0Q8WLsodPzGHMWg6NfHyYQMuYuRv3OZXdz +tzPGYvRZp/h97SRj/mLseW5mNesaY+VijPhn0vcnzxirFmOOcZrH6K+MNYvx +S5IVGvY/Z6b+YtReTXGsGsWY44lfMU+rNk5mzPXE8gc6e/bNYQxP8Ay9jg/w +Ycz3REqs1LEhmrHSE96KD+e+L2Os8gTfWPsSN5WxxhMRK6YKf+6m+p74UdKx +5FIu1fdC93N1X7NOU30vpGrvsm49RfW9YOXw/K/pW6m+F7YfzRna3p/qe+FH +ac7KMzcpvxeaFpzJ3aWh/F7Yy4k1ra+g8feC4NvZ+vA7NP5LYLyuMMTkMY3/ +EmQePbbhcyON/xKkJazSsmql8V+Cxu6TSjK1qP4SvGj6s++FLuVfgmbbO2/f +D6f8S1CoaORuNaX8SxD0dP3yA1MovzdGHDJc/sme8nvjk7BoF+ZRfm8cqDQo +d1hM+b2h3jHn3/V+VN8bCufpo0VBVN8bo3r9XTAzmOp7Y2thZs9ngVTfG2Xr +dBMXe1N9H3xZsE9rFtXj+mDa24HLus2g+j5wrLNNMBlL9X0w7oh0apQ+1ffB +qr4dvKNsfh+E6QZYVvei+j7gz/427aM21fdBh4NV20f6e+T4YkXA5+Sv1J/r +i99vxEKfgVTfF4ZGzdcyhlH9zt+vDjzrYEj1feHicvGwHo2vyhcbRnx8VzqR +6vti6s3Kn9pTqb4vznT82lViQ/X90DUq9epudvz9sPIE/0T4bKrvhwGLBt98 +Ts8D3w8NG2ru33Km+n4Y/nr1Xxyyyg+eU3TKEqm/prM96ezG2XT9ej/w7S1z +Gml8Of5Y9hev/ZcV1fdH9eXvLx3o/uGPkkfDI/zGUX1/9GjmSc6Mofr+SH2U +/jvRmOr74+gQb/09RlTfH17xHTwtaq/3xzDDrXsTR1P9AMzoMSDvmAnVD4DO +0on75FQPAYhNdVmSY071A3C/b1ld8ySqH4BzQ2XyiXT/qgCs3rHedfI0qh+A +r4t0/autqX4ALK0R9JEd/6XIXTf9epQt1V+KEXzFTEs7qr8U+avCHW3J/KXY +2K9xXir9XrkUsPxqOmkm1V+Kkm0xq+bR+GqWIiUjKUJvOtVfisM/vrpfZJ+/ +QLx1dp+Qwb7/AlG4qiSzwoLqB6J1T/k7GeXlB8L/+/o152l+lIFIOlmWsYWs +CoRO8uPIF+zfXyCaHLm+KupfH4hIqzdeBXR9ThD+8wk36LCk+kGY8eZsawKN +J4IAi9P/vKP75QfBwERvQQCNrzIItnMfqU5TPlUQnOdNd7hP460JglPanO0l +NB71QeiZ32VPEDv+fFhd/PLgPFmPj46C8hG3yFw+boSd6ppJtuBj54d2rRFk +8PE2fmloLF2fx8eH25XeGVSfz8f77Nvv8+n+BHw8zkvPuszePx/na3QtP9Lz +mc5H5uWiBB5ZxUdN1+UjrchqPiq5ww52I2v4aPA7Mm4IuYqPuKFv7gSxzzsf +z/Wz7erILXyItuS1yag+Jxij+wW8saT70wtGwuXjA3+RucEYupaXcZXyWATD +4OKuvmvZ92MwIrm+eoY0HrxglMnf6uwh84PxIjEkpYksCMZUp0Db3vT3qgyG +mTL5QS9yejDMfz1wZX+vCkaVz9Hhp8jqYOg86/pfCFkTjIMPPQt0yVXBcKgQ +LC5m5zsY/VObEENuCcZxC8/epuz7JwQNBant7ZRPLwQt4+vET8ncEJS/vuFY +x+YPwY67F4e/JSMEq1v8juiy8x8CJxfd/i5kfggaw89YppMFIXBMcP73NVkZ +AsOmNgtHuv/0EPBuWz9WsflDELJqRO13Nn8IJOWSVXNovDQhWHupn/lKclUI +WptaT+8j14dAwW3LPERuCYHBLLFPJpkTikPbtXvLyXqhWLSr14LFZG4ozCMW +TmbfLxahmCq6OrwvGaFYI7P2bmXnPxSlKeqFz9j5D0W3q7zx7PMkCEXYyL65 +F8nKUGSn3IktYvOHgpMleVDK5g9FcoUi6Q6bPxTdGwbJ2PenJhSOf7r9Gszm +D4V88NNIZzZ/KJ5/mnhKxuYPxY0ivpwdD04YlrrWWV1n84dB73V08ms2fxi0 +P5eXfmbzhyGupiLkLZs/DDOHpTy5R+aFQVGwQ5RH5ofB1HPv8gSyIAzivm9z +J7J//2G407Bp/Wc2fxgK915oK2Pzh8FGx6DwAJs/DJID369vZ/OHoSpl9KEd +7N9/WOf7/uWjveT6MNh+FO/MJbd03p/ntxMn2fdfOA7sSb3FPl964Tg++K7l +Mfb9F46ejdpxOez7LxzNvneL2fchwnHB6dS3ZHb+w7Gv9PwhMTv/4VBoDP74 +svPfef0uCTk27PyHY6j+/hnD2PzhcCq56fyNng9VOKZUDst9QlaHQz0kO6yK +/b6FY8M6bs9aclU4/olqa3/DPv/h4A44VKbF5g/Hz+PWLUPY/BF4fLfQkcvm +j0DPWq+jA9j8EXiw8fbsT3Q9iwiof+atPce+/yLwqvrbCRH7/EdgkdlUEzP2 ++Y/An713vr2i94UgAuGaC4JcsjICDdOM/T3J6REImffgqhlZFYGxKr2kPmR1 +BBYOP/aZfT9rIpBUdEveTq6KwJeuhYt+s9/7CLSoG4b0oP4tEXh5dMJdbTIn +EnN11eYc9v0XiW9f25xfsu//SDT9mhR4jGwRiacnPMp8yIjEwaUVs77Q94QX +iZtm1q3ryPxI8ErdWruRBZH4MH5s9RH6Hikjsatk+V/+7PcvEhzbEy9Gs9+/ +SHiqqwd0Zb9/kfi9b2bBMPb7F4n2QRk/2faqSGR7dH39mtYL9ZE4hWav8+SW +SMi2bUtYz65/oqCrvVXlTNaLwrrr5093J3OjEFs1IO8crUcsonBXff5CErs+ +iYJfslPpdDIvCukVOfP+o/UUv7O/OK84hyyIAs/MpZ8jWRmFa077bapp/ZMe +BdMPBpzFZFUUnh4NH3ib1kvqKNSaGg+bQ9ZEoW1txcVyWl9VRaHyYIm/K7ve +isKVA9nV/9J6rCUK3d88F68gc6IxZXPJkUlkvWhMvLHS6dkEyh+N3NjVeVvJ +FtEo+Lzgji0Z0eh58++iJlof86LxbcnJil3sejka4liXZDeyIBrv2jp29Ccr +o+HuO/KfN+MpfzSKH19Iv05WRWPcJeVANVkdDYPwxAPpZE00VupdMuaTq6LR +LNbUDSLXR4NzNrDjuBnlj8bJ5RsXGpE5Mejy6ekldr2vFwNVQZvx37Sf4sbA +rNfkCbW0/7OIwfGSt5mfaL+AGOjH+M3uQ+bF4PvprGYb2p/wY5B0WvfjGtpv +CGIQl30k5gvtR5QxWGb8e7uAnB6DzftqTvym/YsqBuee61zZQlbHYMPiKdcG +sfubGKS8/1mxjfaDVTGYknC96ReX8scgvvfi8jBySwyeF/8eXW1A+WPxnLey +2yKyXixuj+ldV0/nI9xY1G3b9CyZbBELPedXDTPIiMVy3d7du5B5sVgl7OZR +MJLyx+Kw2LXBnSyIhcUk59RHIyh/LJ6aJ0fNIafHYkz8rM1ZdH6gioVwzIk3 +Gtr/qmMROalYfWMo5Y9FfdVhkxLaj1fFovtxx+z9Qyh/LBxOWXusGUz5Y9Fc +ocqSDaL8cdj1ODV7M+239eLQU32x8fIAyh8Hu5ojN7hkizi4ay81yKbzF8Th +zvl3shFkXhzklmXrVP0ofxwkz/JnDScL4rD6WMKwzXqUPw5+RlWSu30pfxz2 +ClY6Tyer4rAk5XRlHp0PqOOQP9zUaQxZE4cZEcHVI8hVcRhs8fGLObm+8/rJ +hrMK+1D+OPRZHjFyMpkTj3E1jvcydSh/PJ6sCh31tDflj8ewWd38e5At4pFm +eTa3F51fIB7vm6Pe/qbzDV48yh03Z9X3pPzxmJP2w624B+WPh8fm0MvbulP+ +ePyuKiqK70b549FofWa6b1fKH4/KGWdOTu9C+eOx9Mn1Gns6f9LEo2yJaJ0/ +h/LHw+9rL78tHXTeFY+1h2pzH/xh3BKP4IeigdZkTgJm8ctr1b8Z6yUAp8r2 +2pG5CSh+uPbVw1+MLRLg4ls4UUZGArwWjDfoQ+Yl4MWYunPZP+m8LAG/Sgc/ +7k4WJODUjZSxPj/o/DIBob0CHuz4zjg9AZpFR1dcaKfzvAR4z3h47d03xuoE +eLptfa9L1iRg4+bS/CltjKsS8Gyifnd/Ov+sT0BSqMG9lXR+15IAu+FfR2/7 +QvkTYXYicX/mf5Q/EbtfFBUkf6b8iRCsX1sU1kL5E3Fp2M4J1p8ofyKmr1h4 +rk8z5U+E0YdwrdYPlD8Rlu+tnb6/p/yJeGk4t8KUrEzE02h3u83vKH8i/nYz +jjMkqxJhPyC8+OVbyp+IkTnPZl0laxIRYVpSW0KuSsT9LpukanJ9Io5tjG5N +J7ck4vqmX8ULyRwBZM31h140MdYW4IVTVoQLWU8A71v1pevfMNYXwPm+Wu8w +nY9yBXh9MEH6dwNjUwE+GAjtX7ym8RKgYtXNvT9eMbYWwPFZ4JaxZAigdeBL +UMxLxq4CmPjJg8tf0HgKcGJkntVYso8A5pf/a8iop/EVwC78e0PHc8ZRAsR8 +mjYkkiwQQPnwT/0NOh+XC/Dfifmxk8lKAf4UT7+a/5RxSqf7e2TPIKcLkDne +8sLHJ4yzBRgwdd2nRrJKgCD7pJn15PzO+5N82/OerBag94y/L7SRiwRodjSQ +stfTCPB2QKHuRXKlAHvGbBQuJVcJsKUisP+NfxnXCeB+b5BIh1zfOV7ukmdT +6Py6SQCOdk8z70c03wJ0y/10ZEMd43YB2m2Ch99+SPMvxPEhfq2TydpC3Hiz +6+3ZBzT/QrQkXlTPJ+sLoaXTo6K5luZfiIYCQWoW2VQIu2DR1NlkCyH43FST +LzU0/0Isb9nQ5wQZQuhGmDSKya5CrOuRlbqIzBNi9tVeBSD7CFFjUfbSicwX +wnrE3ENe5KjO6918lBBNFgiRuqC3QkqWCxHVVuGTSFYKcfknL34hOUWIHTs/ +De5DThfCcUdG3tH7NP9C9Hq1vMGErBKitqy2T1o1zb8Qc27azHl9j+ZfiLm2 +PwLsyEWdPpP36kgVzb8Q+d2K95mRKzvH+6D7n/t3af6FSJryi3eYXCdER5G8 +Wxa5XogTRW9lOeQmIZJH8e0byS1CDPHtcvczuV2INt+Frz6ROSJ4aYVGPyRr +i3CW8+ZsHllPhPiF7rqRZH0Rvm4VuHPJXBE8919695z+PcVUBHlDapiabCHC +JWPzbVlk687+glSrTDJEuK8+cOAQ2VWEfn8KTheTeSKkKLdnvyb7iHC49ZJ2 +M5kvgsl13o835CgRbJtkZ++RBSK42T1xOkWWd7bPbC5YS1aKUO6ZcWcxOUUE +l6z5C0eT00UYlsp9/OU2zb8IYbzSkdfJKhG61VpmppHzRbh7xmPMHLJahLgu +lmlfbtH8i3Bui8Oa/WSNCO3pfQRu5MrO9r6+W/TIVSIENwSlfKF/36oTYVza +gFt/yPUi7GzJSLGi3zd15vVp2bGZ3CKCg0W661dyuwjJQ/19+HR/HDFszvTN +LSRri2G/1nvDO7KeGE4rtGw/kfXFCJg52fgKmSvGH5PovyVkUzFS9Spt+pAt +xHj2NaNbDtW3FuO8zaYzbD6IUfJs9bZLlMdVjNKBwrvTyDwxqqLWbJpwg+Zf +jAnpB7YakflirLXxPDqCHCVGYd25p/3JAjHejrznxSHLO/Mctc9tuE7zL8aW +qz5fK8kpYoze9vxpATldjMzkK2NOkLPFWBgrf3uerBIjvaysqp6cL0Z+hNke +9n7UYgg3rr8WQi4Sw301Fh8ja8S4d+x98ltypRgn8zU5PpS/Soy2vXHjV7Hz +L0bz/Ynum9n5F2P98v2nWDeJIb96bsBGcosYuyLy77BuF2POsd7G28kcCdxe +Xh94nKwtwZjuA05Xk/UkGDXKWVeL5ktfgp3y5JoJZK4EUTqNE3hkUwlGNsU6 +h5AtJJhw5uXsYHb+O/3gX88F7PxLcGB1/HxzsqsEpXrPXvYk8ySI/Hea/ye6 +Hx8JXGtrbz8l8yXY1rol+Dk5SoLqHjWFbWRB5/22BZ8wouvJJajT/qETSFZK +MNuoW/MhckrneNTtq/tATpdgx+WXq63Y51+CQzFezezfu0oC7bHm99Ts8y9B +4+zacW/Z51+CN2btWob0PimSYLLdlG4BZI0EN3ctwhpypQSFlYfnXiJXSZAb +5HGqC/v+l0BUpvVjFvv+l2DuqowhEvb9L0FCtamOin3/SzBIx8ztEvv+l+Bw +oHHrv+z7X4qhmcMPst8DbSnwJesEh75HelJs+t/XwAFkfSnqf266y36vuFJM +nrmpmzPZVIrhaTm3o8kWUmgZHuNnkK2lmNJgtqqcDCl+zRsx6D+yqxS3dy4Y +bUzfS54UG0+q2heTfaQIirM8uIHMl8K2qveR8+QoKXZPcl/ZRhZI4WHXkWlL +32e5FEf1XhltIyul+L2s2rWZnCJFsu91tTd939OlWNEebnGN/f5L8XdFNGcq +rQ9UUnh6dhTuJud3jsesi0YdZLUUZRmPN9rReqioczxPHbsZQtZIkdL9+MkE +cqUUgUa+2WHkKik+PJF3mU+uk2LEc4sEM3K9FI4T1ujpkJukUF+0X9lO9Vuk +eKz1NqmN3C7FuuODMv9Hv+fIkFTyRDSNrC2DsujVYzlZTwb9s2mRd8j6MgT0 +rJk+mdaDXBkOj1EU/0U2leH+7FMyXVpPWshwL9ro/gqytQz95fkZjWTIENt3 +y+B5tD51leGv1ofOeWSeDFfeVbh2kH1kOP6n4eZiWt/yZZj7KnRRLjlKhjc2 +68K/kQUyuH/XnedM62O5DJ7l6qZ0slIGm5q6mTXkFBlEtxdq9aH1dboMp8UW +e63J2TJ8bSpo8CKrZDDb5XoznJwvw/KZ+6JjyWoZ+mTVHmRdJEP1LfW8OLJG +BvGtdHMxuVKG+moVdwO5qnP8TkyLOsKu/2W4Wr5FVMuu/2X4UPxBexDtF5pk +sDu/vSKE3NJ5vRN2B0rJ7TJEHp8ay6X9DScJ/jYx/0sjayfhRv2UwN9kvSRI +Nz3miGi/pJ+Eyw8cvjSSuUlYMK231If2W6ZJ+BwRPeES2SIJT//yO2ZA+zXr +zuvr3RoeT0YS3Moyh+STXZNwYYyBeRWZl4TrGxJ035B9knBRXjG3hd3/JeFm +QfVq1lFJ+F/XJaIPZEESMqZmmzSR5Z3tvhfjGsnKJOx36PjMtqck4dPZ5Dvs +9dKTcN7/insHOTsJW/qNPjeY9qOqpM7vh63AhpyfBPseaWUJZHUSXMsi6wrJ +RUkw/KhI16f9rqaz3uV+g7aTK5NwLSlDZxTtj6uSkJZZEFNErktCa4rfwCW0 +v65PgiCs56z35KYkhHmJp8fRfrylc363bvK/S27vvB6MzunS/p0jx93G31rj +yNpyfORt2T+WrCfH+3dPi3uQ9eXQvRLr8YCux5XjyIENyGH3/3L8TNswVEi2 +kEPSUf5hAdlajtr3r69akyHHltr6H1PJrnKEfv/2cjaZJ4eDlY5OMNlHDvus +lUPSyHw5dKIth1aQo+QIUx5K16b7Fcix30V434csl+Ns9839zpKVcuh9TjMc +QucbKZ1e823USnK6HNfDjxo/J2fL8WNIv35T6XxEJYe878u3MnK+HF2e3EIG +WS3HIMPePrvJRXLEnzPZvIqskWNoqaWfM7lSjtIRdqPaqV6VHDedk83/ItfJ +UTHdx9CJXC/HkweGe9soT5McBp+fmpSRWzqvZ2Zw5BC5XY7evdu35LHzr0DV +iq28K+z8K3Bw3cBfbnR9PQUu9074so89/1EgOS9m5XcyVwH/meNsA+j+TRVw +VUz/6yLZQgGbIaEWI+m8yVoBachoeTQZCtxbLSw5THZV4GrN8AmPyDwFvoyK +etxC9lHg+bb/vL+R+QpM3S2I/UyOUuCaQ82+V2SBAg1/m5dXk+UK7N5d8eIy +WalAxSavqGJyigLbMods/4ecroBx84CjbHu2AuO/6xdeIasUMJf+UNeR8xXQ +vj+rhb1ftQLO8XlFOnSeV6TAgPritWZkTWe9q9uPzCVXKvBneotvDLlKAYP2 +LO0t5DoFrB6Vdykg1ysQa6RyrCU3KdDBt1Jo0fliiwIli698nkRuV4DT5KS9 +hMxZhjZDrUlrydrLcD/kQ95Rst4yzLF/4HGDrL8MuqfWTnlF5i5D0Np/AlvJ +psuQvGT38I5O/x/Alzck + "]]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[0.006944444444444445], + AbsoluteThickness[1.6], LineBox[CompressedData[" +1:eJw92XlcjOv7B/BRIRSDJHtEEjFIWtCnRIvSvik1LdO+zNLMhCNDnELIIUJl +bMkeWbKkQcieiOyDOFlyyp4sv36v732NP/J6v+65n+v+PNc8M/fzzNDIVB+B +FofD+dX+5///p39LeoS2lS7ugP9Jbd9nfOPxXU1azM32C7f0/OAZrsP83f6f +aVcLLt3ryMzBi8fdBg/y68ysA/1H/w6Kuq/LrIvnBbu2bud3ZdbDmyfLOqv/ +68bMxa4b2v4Dlukz94KtSvuAt3EPZgM8fbL661k+l9kQe3TT02dZ9mQ2wr2S +J5cvd+3F3B9bQ693NW8gD4SLuniSQNWbeTC2d3W+H7/VgNkYnSbOMx+5uA/z +UGT13/N7pcCQeRgcMCM+y70vswli3vqZ6FoZMQ+HkYWTX9vQfswjsFF7y6pZ +3P7Mprhooe3wnDOAeSTO8v7z2/mJbIbj+gLlwsaBzKNQvKd1XOCzQczm6N5w +vrl//WDm0Zjz1TO+tHYI8xhMr/5r+cJYY2YLlB5zT0x+TR6LobZuS/rGDGUe +h0Ulo12SX5N5sJrjXR4VO+x/VvBw1dq97FMjM2c89CL2NBklmrDx8bj8iNe/ +pomZMwFB/gjsIxrOxifgjbHu5pefmTkTMb3twORJ80aw8Ym4K3japPObmWOJ +niYBq2ZnmrJxS9QZ9ars3mUkG5+EBQY3fzqsYVZMgnJbztyXfczYuBWmL7R9 +/66AWWGFVQeibvoMH8XGJ8P6rPcn/f3Mism4Y3r5Yi9LczZuDd1qv0UBZ5gV +1rAuiA256TSajdvArnLAydQbzAobjAx6tJUXMIaN22L4kZkFus+YFbbYOLsi +syXWgo3b4VNg2t5/m5kVdjD7ddfvzbyxbHwKxIfXXPuiNY6NT8HV1dcv6eUw +c6aiZNTs0I1deWx8Koa9FbSM9WTmTMNay1MPbq2j8Wn4NGh0RUY9jdtjfeuo +Ww6DxrNxezw57rNpSCQzB8g3qg8etJsZQLbBgfVT39PrgccxV8IXjZ/wP6uA +M4nJhU9lzBwHHPma8d7vDHP71XLiQKeahx0msvkOEPQJ3RrnzKxywKm4gUe+ +5jBzHMFze+G7sJYZjujz7MSXz30t2XxHuBQUnfGZy6xyxMECM7+125k50xFT +9aLi0L/MmI7sfwX9Do2ZxOZPh0XkwwW5ImbVdMyaX1Trf5yZ44QPsvWFWm3M +cMKQNR0nF9pbsflOWGqZcGbcUmaVE2RBueGXq5k5M6ClvWa9WH8ymz8D1/cY +vJ7mw6yYgdWc/6ZO3sismgHFze6RUY+ZOTOx6/z1+dVDrdn8mSg29rsZH8us +mAlDbvpKlwPMqpnYm97zY8QnZo4z8icbeO23sWHzndHgLckwUDArnHH6xfn3 +Cy8xq5xx4l5330t6tmy+C3K+yGyv+zDDBYpSE7U0n1nhAonnuX3HnjCrXIBf +sWdXDLNj811xZvG7qb9jmOEK9eexfYbsY1a4wniQ3s7fH5hVrui2y2/FoQlT +2Hw3vI2avm2mjBluWJkb0fHJSWaFGww5v5LW/mJWuWHessTcLIepbP4sFCw/ +4/xqGTNmoShveeONq8yKWZh+90bfudxpbP4sCDa2zN0ewMxxR7f4IreiQma4 +4+KzFaMdXjEr3PFmovvHBAt7Nr/99Sbo9F7KzPGA6yvutqyzzPBAUcNsi7+0 +weZ7IE+nTLJgJLPKA90ba3sNncXMmY2ibz4i3xRmzMa9XK2rWmtp/myUrPoV +bF5G82fDc0jDpVt3ab4nnG1feXT4SvM98f6De8kdQwc23xN1k87E8iczqzyx +s2P1l6pAZo4XBkaXy4alMxt7ocLrwT+F+czwgkI3VC/sJDPfC2M99n1a9ZCO +74VLR/qYB/1kVnrB0ap516vBjqyeF95EWO4LcmRWe+FK7+nLLsYwc7zx14OY +5FE5zMbeaBy5XSfyCDO8sVeZLhn1gJnvjU6OfRUD2q/7/9X3RoFV174XTZmV +3hDOqNI55c6s8sbghPLBJSJmtTdeOa7O4ucxc3xglDJx+L0TzMY+iHsovtrn +ATN80HIxYtXUVma+D8LujdWSGTmx+j4Inlj5pMmKWemDG3/dD73vx6zyQZnt +C7tYMbPaB9sdi4Lq1jBzfLHovvh92AFmY184faxpc73GDF/kXl+04s0bZr4v +EiqvOG/vMoPV98U7LaNLH8yZlb5wywxThc9mVvnC9OrpoDVpzGpfyEPsC78W +MnP8UDRmhdGGq8zGflhwfd+HFa3M8IO2t+m6n2YzWX0/6EyZueJCALPCD9t8 +vB4FLWZWth9vuL/aqoRZ5YcdW3ep8q4xq/2Q8dZpOOc9M8cf18Wmx/S6OrP6 +/rCfeHsMTJnhD675q6BODsx8f0xymVBxdA6zwh/l/a365UqYlf5wuWdiULuS +WeWPpj4OgoM7mNX++HdIp0+Bp5k5AUi7fNik8x2qH4CQvUP8td9R/QB0NK1z +LNN2YfUD0MEuq1vFIGZFAHRfVYe62zIrA9BwLMezIoRZFYAPuT6TA7KY1QH4 +3dCy9GA1MycQJwL4J6+YubL6gYj8WnX/2xJmBCLDOT43oYKZH4i6ng8PPmtg +VgTCvHhVnqO2G6sfCOePFgebBjKrAqHDnVByfyKzOhC7x61MbnVh5gRBPa37 +wvpQZuMg1Pd08lalMiMI2aqUfo8XM/ODoNs0eLnjOmZFEMz25174sYPqB2Hr +tMObfpVR/SB0zBwgsrxA9YPQ682XTOltqh+MlvyZV+c/pfrBmGTtePbGG6of +jO87ulpt+Uj1g3Fy7wuJ9zeqHwztAXdUqs9UPximOg5fQxqofjAm9Jforj5D +9YPRO/vu1h9Lqf4cPNLlLDAJo/pzcDakze6uB9Wfg5c/E+QCN6o/B+qL3fOW +0rhiDvStCg/296P6c3BBe05RPp1P1Rw4Xq2uHxZD9edgY5XlcUsh1Q9Bibfq +tHQ+1Q/Bbf7IlB20PoTg4wGzx0tXU/0QfNPZN+7lRqofAqt9TruXKql+CGya +EpzMSqh+CDyqHVwWH6T6Idhsp9SbSP3hhGK7uDjz5jGqHwqjY1+d75ERCvOG +mcW3j1D9UEQE7pEv2E/1Q6EnNlD30PQ/FG7//u6yjtanCsWLTWY3y1dS/VBs +EHXe4EzvJ85cBNsfvJswj+rPhe+qIamL0qj+XLi5R4R7iqn+XAxZpLwXSVbM +xZ8xNWMm0euVczFypMDXXU715+JsXvcB9guo/lwkvl6ddmwR1Q+DSWvW0Gg6 +38Zh6FXMde26nOqHYe8HO5+UVVQ/DDpLgsUha6l+GMb26mekXE/1w5Dj1LZf +X5M/DIfHHefPz6f6YahSjVlwkcwJx8Ljy4c8pdcbh+Pvxk0W1/KofjjSDEs7 +HPmH6odj0G5el3p6PyjCkThe5lKwguqH44exXVjc31Q/HP9yfZcWLKH64Si7 +26spU5Ofj6obh4JmLmTm8vF2MHQ/0Pky5sNl9JGgZDKPD/4osXQ3GXx0vDby +t/wvZi8+ZoXqFZXT8fh8ZF36oz+D6gn5sAmYNf+7gtbPR8+6e42HaX25fPh+ +vlXoT/1Q8tErIv5F1TLmUj623w+Z/0qTj4+lVRvyt2Ux1/BxLnOk/luymo8l +X7salpOb+egWcTukN5kTgUF1y87/pONzIyA1Hjphneb9EIHIXpZn39P6eBG4 +PkYrwIzev4hA9c+XcgHl84rAF11PpUqTPwIdCrqHedP5EUa03y9uiTOj86eI +QPNZQ54nXf+57fNLp/SqputBGQGnujvd1pBLI7DN9/7KzWRVBMp7GCY/JtdE +oP+O8dLpdDx1BEKKMuMryM0RiJ3lARuqz4kEx6v3zhIyNxJ37xbrc2i9xpEY +33v9bysyLxL36qSnZpIRiTEoesbT9D8Sy6ytNr2n4/EjMaxBPj+DLIxEJSes ++g2tRxGJOYklURM1+SPhEr3CJkKTPxK3bjzzm59O+SOxb9CleZma6zsSe2aW +1ObIKH8kSk/16VIopfyRqDGM9aiiz4fmSDzodsmzE5kTBc9blldTJJQ/CuNc +L8/RIhtH4fOXUN45+rzhRUFV+uJHMRlRuDbw2sO9ZK8oLKivFas0n1dReBsX +M+sBWRgFSW6i51vN51cUpPm5gjfk3CjUOa04eZusjMIw5TCrHeTSKDx9c7c8 +nKxqX49d9xhdck0UVgzbnVMkovxR+H51WAcTcnMUXno6ZWzQfP9EY5XvtDE/ +6PueGw1b28YAL7JxNEL1QicXplD+aJhOEI5uTKb80Zj7ISrXhuzV/vqkUVWb +kyh/NCo25ej0Iguj8aP5942tiZQ/Gl8q6x5OJ+dGY5fdpdrPCZQ/GsZXgn8p +aH5pNPT2NXUKoHqqaFxWNtaYkGuiwdEaMFCbrI4GDm/Rfkvzm6NhflI89i6Z +I0Du1Y+dT5C5AnSsc12cTTYWwDOnbacjmSfA3XE63g20Xghw3a32XxHZS4B5 +O/+784bWzxfgzq8yfS+yUIC2hMBlu+IpvwDNSU23m+IovwCHipoLeWSlACYn +rPLnxVJ+AbSq8nvX0X5CJUB9QqCWO7lGgHMvqipfCCi/AFU5R6zWkJsF2HLO +lu9K5sSgpfrfEZ3J3Bj8KWyIqoqm/DH4OORh9XwyLwZF87fYWZARgxMFg74/ +i6L8Meg+oL7TRjK//fXJfc38ycIYHG2T7uhPVsTg1KymPQ2RlL+9/vUx4/eR +lTHIGL2xm4BcGoNY/S4GXciqGHS8PLkuN4Lyx2C1syq9lU/5Y+BkHy1wJjfH +YFCfY8FZ4ZQ/FraVq7yv0P6PG4ubW9cHDtLsB9vHe8b1zJ9L+WPhIvmaP5qM +WBxVe85Q037PKxZWIy45HiTzY9Gj3m/HKrIwFmWjhi2QkxWx2PnPpdsx5NxY +fHpsciSIrIzFlIbz3VzIpbHIPO3YZqHZX8bC17elQJtcE4s901XicyGUPxaO +8eu/R5KbYzE0/3m/N3Mofxx+3WzWCSFz43A9692iqmDKH4c50tpZE8i8OMyc +nJF8IIjyx4H/IPzRZLJXHFaVd+t8PZDyx0HAudIQThbGYUfk0tJ3AZQ/Docn +LxTEk3Pj8OV99zq1P+WPQ7i9T304uTQOy0csM/pG+21VHKaZls8rI9fE4fWy +/qfzyer2PGs/rN1Kbo7Dwf5OtSfInHh0Pim5ep3MjYeZX8yDG2TjeBxcpxV2 +gMyLR2hlYlIMGfEQtny82eZL+eMxlP/TQUbmxyPpydILz30ofzzOb++kciMr +4vFtlejUaW/KH481pclVdmRlPBrOjXpyw4vyx+Pkz9yRIrIqHtz71fVDyTXx +wPvfxQ89KX887n9sCtlAbo7HrDkPBnuTOQnQW9KB14XMTcDCvXd/np1N+RMw +cd6fF2lkXgImCOzWjiUjAQlfMro20/2QVwIMeAszz5D57eN1Jo/Wk4UJOPvd +rH6+5v4pAVHNPXTDyLkJqDW4Y2xLViag+9vy/R3IpQlo+Nsy5KA75U/Ak7AJ +A+3JNQnAz7GZp2ZR/gSswUmzseTmBDhlaT/aS/dznETMP/P95lQyNxGzhyav +fOdK+RORt3CgrJTMS8TW3v3XKMhIxN/LV67wIHslYs7Lg4U9yPxEGExY01pJ +99vCRCgvhNrFkRXtx1sQdN+AnJuIfbP2ttU4U/729VX1Pr2NXJqIw912tCwi +qxIRttGmbC65JhGqtmudrcjqRIRmR2b8nkn5E+Hml3/pJJmThAvDM5ViMjcJ +R8++Tp9ENk5CoeHDW13JvCQEFHf+0zKD8ieht2PHPc/JXknoslMQdJ3MT8Kp +xC5XisnCJHiui7ONJyuSUNN6sXgQOTcJPyzyfK86Uf4kbBhjdV9OLk3CdKPQ +neZkVRK+/f4R3DCd8ifhqenY2E1kdRJCH9lHu5Kbk7CAY+r62ZHyJyPSN5JX +ROYm441lxnMPsnEyGuw7f+pM5iWj8sHnCz1A+ZPxLepb1GN7yp8Mv9t1d3aQ ++cnAorxNsWRhMkRrNi3kkRXJiBZaXOhAzk3Gdv1yk1fTKH8yet3c3viIXJoM +c6u7fZ6SVcngbnTIuk+uSYZe2dJ5KrI6GbPPVSxdQW5OhnY/nSZrMicFz0eW +XHg0lfKnQOJomLqcbJwC+8SUHD8yLwWciRf0p5CRghE8cxcvslcKNoRwUyRk +fgped/wQsJYsTMHjLZy9m8iKFFiv8krX1MtNgem+I3vjyMoUmCcmSqeTS1Pw +LTth2AiyKgU+Yedqe5JrUjDN/ndER7I6BU6j/3v1dQrlT0H6JO4cNZmTiu1t +8ZxKMjcVrZ0zE/PJxqko8RzmLSPzUmE6eFUgn4xU/L02ozCQ7NV+PKdqxwAy +PxXDLkys9SELU/Gh5Y32TLIiFREBsfctyLmpSLg88mYPsjIVu+s9nn21o/yp +GDpi4/MmsioVZqJJr9rINan4VL5m416yOhU2y8/vW21L+VMRtNGi/yEyRwj7 +MBwqJ+sKsWKG6Pd2MleI4Bpzs1SykRAfTJOcR5KNheCa/tXpkQ2zmRDyuxcP +bibzhNhj289XQrYWIuLPy2FJZAgR3jC3ZRnZRYi3/Sq1KsheQvzqr+PaleoF +CfEpannnGDJfiH6Vz7WryXFCNDzdrhxJ+YVCRL18zltEThei8tlJ98tkhRB/ +moX//SBnCxEwtfapoaYfQhxaPDWhPzlfiIq4Fbs7a/ojxFi37HMvaX6JEEcn +X+xwXNMvIb6b7//wN7lciMxtDv+FafonRB+h7oYZ5GohTM3cH0PTTyG2vum1 +yI9cL8TiHq98NXnUQnRpnjG0ktwoRMi91A26mve7EIl7+DxP8nchfhQhKUvz +/hfhTf/Ph/aSdUU4bGSne1JzPYiQ8+pHTjnZSIS9tis6lmmuDxFc86Z+1thM +hJ1HJw7XHJ8nQh+f4mXFZGsRDPaHPKrTXD8iLOg7sqUPXa8uIkyZtFwRq/k8 +EWHF8a7218hBIti+M7QFfX7x29evVTXqPDlOhKCGTJWz5vNWhE0eL+5cIaeL +YHOpdw97+vxWiPBeuEu0g5wtgvTU7ydfybkiZKRkz7N1oP6L0P2Ew6lksrJ9 +PQeLhavIJe3ny87yVR65VISwO8MXZ5HLRUiMPKCXSFa1n48/h7d6k6tFCFx/ +OHI2uUaEfk+KPA6R60UI72iw5BtZLULAjvwHwfT91ChCQ98q/VPkZhFk9W3+ +fen777sIg48ZnIkmc8SobJ2tX0bWFeO44vmtQfT9yhUjWVKTX0k2EkOutblm +G31fG4thPzHvfBntD8zEUB8d4XON9h88MV4cbtE7SvsbazEetA6d4KTZP4lR +kD3aJpXsIsadhnut7pr9lBhus6OiepGDxHDZ/7XvDzoeXwyHM1EPeTQeJ0bb +3It/HycLxdDR8qiNof1devt6Rx8I0KH9oEIMq85anaXkbDF2O3+vDSPnivGf +TbHyBc3PF+OMq2eUFVkpxu3Ywy93Ub0SMTYJDr+eRy4VY8GNB+ceksvFmPLk +F+8izVeJ8U/tbd1etH+tFsPOc9KuLNrv1oix+dcQp3e0364X45GhS70+7ffV +YnjtmqF+Qm4U47xEL3s23T80i9v3D2FNKeTv7euvCi+PIHMkONvRP0hzv6Er +QZ+ZJn9MyVwJpn/f76qxkQR/+o7JsSYbS7D+wrhh3mQzCX7pm05LIPMkOG4k +ef4X2VoCrQ9VXsvJkODx5f2TNpBdJOAdLtI6QvaSYNv03lEt5CAJhuZMfRBL +9098Cfqt/nftcLrfipNAmOu4cRzdnwkliDczuCak+8d0Cbr2L5rwUXP/KYGl +v9NYBd2/Zkvwcbzl1y90v5vbbsvFfSzp/jlfApPdUYWjNPfnEnzt0hzxkFwi +wQMfE/Mgej5QKoH9m2/BV8nlEsz/WGEcRM8XVBKsdBqe2Y+eR1RLcH2xe4se +Pa+okWCfoqPSkJ5v1EtQonO2vx49/1BLEKDcpX+Z3CjB+b92brWl5yvNEoTp +Xp2VRf4ugejE0YZTZE4argyPS8yl5zm6adh/csUFE3qexE2Dm26m/VZ6HmWU +hqdpWz1+0/Mu4zQohrcqDOh5olka6jM81hXT81VeGor1HMuy6HmudRpmps4P +OZZB/U+Djzzroeb3F5c0lFx0O/qLfs/wSkOMKPh6G/3+EZQGz5t3T58roP6n +IaB2rEUC/d4VlwYL42/2B+n3K2H7ejxTgr7Q74/paTAZnrAuo5b6n4aEV3cG +lqup/2l4tDfUDB+o/2nosqhfw8cf1P809B1+r62606z/WZkGQein6cd6Mpe0 +5xXOOJs7gLk0DTcttomHDGcuT4PX8C2X9oxmVqVhiXRu3oHxzNVp2Dyg9fB5 +K+aaNJTtrw7MGcdcn4bwgoHjxwxmVqfhcV12rKUJc2MafnGtZ0jMmJvTUBi4 +2/2jBfP39jzr7W3OTWTmSPFScnTMfzbMulJ8XL9uxBIwc6WQyRZwUpyZjaTY +zJmwd91sZmMpMkLqBFX+zGZSoKtB4JVQZp4Un8t6NKZEMVtLwU25jZx4ZkhR +GB3e3C2V2UWKtfzt0x9JmL3aj5+x/mWznDlICt2y9xddFjDzpeCXdWx8sZA5 +ToqEeTO/X17ELJRCVHGnV8/FzOlSlJrtmPyOrGh3QXf52iXM2VLUl4aPt89k +zpVifHyXpiFLmfOlON56aqPTMuq/FK1qp9/b/6b+SxFQH10xOJv6L8Vso60J +a5ZT/6XoGzVh2+MV1H8pXn8Mv9i6kvovxcAP9o/f5VD/pRCOFeVVraL+S/Fh +wt73+aup/1JYPTm3R76G+i+F/3rj2qhc6n97vlylvv9a6r8UQ1veukz9h/ov +Q7pN6y3uOuq/DG6Olb1vkbkyFCe8PbNoPfVfhkD3vPM2edR/Gb64cG/02UD9 +l6GXYVtX043UfxnaAv7+k5xP/ZfhaeHo7s83Uf9laPnxxTVsC/VfhjGLlvar +KKD+y9DU4eNfDwqp/zIIMh+G5hVR/2V4bu5YoSbHyTD7jm1iBVkog26ks489 +OV0G6zKXm9l0PIUM96aEpV+getkyRAcNG2NIzpVBZ/SfTgW0vnwZvAy9eXyy +Uoadfg/05pJLZFgnW8lZTC6VoX7O1NHHyeUyGIqz5W/JKhkqatrW9aF61TJk +TLUysyPXyHDH+3FjHLlehgsORtLDZHV7nqzJD0ZQnsb283+lbcctcrMMy/2u +/N5P+b/LcLJ0R3rpVuq/HF/HLdp/Xkn9l2N+iL3N5W3UfzmsL23rtGc79V+O +hVu6vwrYQf2Xg9toscF+J/Vfjp+x5q4baT5PjreZrkrN8azlqJDb9H5Nhhzi +j7eLf5Fd5Bgwb8fPHlTPS47VnT4vMSAHyVG5efEgzev5ciR5jKo8TY6TQ1r4 +WeRKFsrh8Wxd617Kly7H7iRtbgvlV8hh+nTwaUtythxuK5pM19L5ypVD78Ce +6wPJ+XL8Csno8prOr1KO9xX9fr0nl8jx49a0a6b0+lI5LHlfLi8jl8sRXPjW +5wdZJUfRPxcOpVP9ajmWmhs6tpFr5LgQ9LXfElp/vRzNRXm+XMqnliOQ93RZ +Sbv/D7jAbf8= + "]]}, + {RGBColor[0.922526, 0.385626, 0.209179], PointSize[0.006944444444444445], + AbsoluteThickness[1.6], LineBox[CompressedData[" +1:eJw92HlcjN37B/BBERUhSaRBepItEZWWT4pCaZE2LVNNNe2zlH2ZbFmikijr +CD1FKA+KLCNbCNkr22TNluxC+fV7fc9190e93q/Tua/zua+Zc5+ZQeFJ3pEd +eTxeVvuv//9LP+l6L7rnVnbE/6RyqGhoTe81RI252SGzc9aDe6vVmX86JAty ++n/50pmZhy4Htc7PE2owqyFo6flx0vquzBoozjtV9nqWJrMWrgyofPz4vhaz +Di5OGGgyK7g7cy9Yl336PfVND2Zd2By7aB54WodZD1839l54YXVPZn1MzPn7 +5qFvL2YDhJ7Q5m/5pzfzALieGS19+4s8EIXDt5lX1egy89HJKVJ/UFEf5kFI +ayo6+WK5HvNgiK+U7uwQ1pd5CG7bNRlFQp/ZGPojnX1+D+rHPBRB4Wa+h9UN +mE2wedfqR3HvyP8gZX2Pd/3v9Gc2xbR5J8YcODWAeRiCPOs2qxcaMpthwaA9 +VXo5A5mH45tZetGV5UbMI6BhZBunZsNnHonnOabJT4+QR6HHxuWucSMGMY+G +a9/VXjsKyOYweHvcKG7Q4P9Zbo7xTV8Lrm5n5o2B062RxUf0h7DxMShY26Qy +yGHmWWCS5r3fv3sas3ELmPbxF3pkMPPGwlBHr6K79lA2PhbjQmrDxq5j5o1D +bP8H8453NWHj4/Dsl6wyczUzzxI7e3t8OdnlHzZuiU3V+ZtGpjHzxqPhruKf +hs6mbHw8rmr9Dbixipk3ARYRqQebOg9j4xOwW99ksl0aM88KyhpL0fEuZmzc +CjOmL1f6rWbmWWP4Afch/K7D2bg15rl369djLTPPBoslcX+HaI5g4zbYatIg +Ck5n5k3EjKIh3ie0R7LxibCO2nzLMoOZZ4vFBj8339IZxcZt8aQiP23dRmae +HZ5dPfAtTHc0G7dDRcdRT702M/Ps8dg+bdEILXM2bg+1eJvb1u7MPAekq+1Y +4bGBxh3gsHaOR/xNGgeElvNvbNAZA0Z4L1515pgXsxwYsP/YCNVGZiXQ9b5N +uvZdZp4jOv4ZLrbrY8HmO+Lu1oMmSb7MckeU6Qzbv3sLs9IRE8YdaL1Ty8yb +hGeXr3TqbDCWzZ+Eg0ObTK1mM8snod4wa2PcdmblJHzcXBi9+zEzzwnfS/OK +6geOY/OdUNz21kRfwCx3gkfo2rrA3cxKJ1w6veD9nmfMPGc02GhGfR1iyeY7 +o1nPvNotklnujA9hpzUPFjArnVGuey5ft5GZNxnys87Plw0bz+ZPhtUOfp8f +sczyyXB8sdBSXMysnIyZtW7K9x+YeVNQUCTKjh09gc2fgqikoJZXYmb5FGR+ +ufMg5AizcgquK7d2uPmFmeeC04X98sZZWrH5LhCNFkWtn8Msd8H7TZN1a8uY +lS7Y6SwP0m1h5rkiuFRtqJONNZvvinf7N82LWsgsd4WVToBn6ilmpSsWD37t +tqWVmTcVubUX8ovtbdj8qXidXXf94lJm+VRoSyLLXiuZlVNh1VDVv2/HiWz+ +NFQvfdzH34kZ02C+9eLBgyuY5dOQZjm2V79LzMppsBEuK97axZbNn476843L +x0xlxnQYiFqNHq5llk+H+oDmC9nVzMrpeH3/5Uff7nZsvhvuax3JM/Jkhht2 +TY80bMxilrth+eKFO4ruMCvdYJC8+X1wH3s23x3PrdX4rb7McEfjlYYqeS6z +3B1ntos0X9QxK93xZ4mLsXF/BzZ/BrZ7luYjiBkzoBqbNWviDmb5DMRHLC/p +94RZOQPzH88dIO4BNt8DtseGS6tHM8MDc7oGh//jySz3QJq6wc9VYmalBz4l +tSz8lEnzPbHUu0vXhFJmvidO3LTt//cWXc8TR1Mz+hR/ZhZ4Inptfe2c3o7s ++p5I/twqEYxjVnji1cikp9GzmJWe+Gn6996aOcwqT9w52meDcgszzwtjI5qG +q51g5nshry2z8/R6Znhh6EkT/7W/mQVeeDPMrvr4gEmsvhcaPm3PvWjHrPBC +p8vfrh8MYVZ6oWTAs0LRUmaVF15K3/b/vIuZ541yv5H6U5XMfG/4DetzM0nF +DG+kCg+7xbXvM/+r740iUVL1ZD6z3BulriJJFzArvPHVtC37VCiz0hsDbawt +U5Yyq7wxqMehVY67mHkzoWd42MPiLDN/Joy1Mdb/KTNmYtWJ28cq/1L9mcg/ +nfdmCd+Z1Z8JjYuTGnMcmRUzsdygaaZmBLNyJgyGq5U9XMGsmol+wfb3/hQw +83wQPb5oReAVZr4Pmj+f06p7xwwf7H9eMcu3+2RW3wdnXvm7HTRnlvsgKqPV +6JQ3s8IHfS491Q1LZlb6YE7t2MtpOcwqH1RUmX8bfJyZNwsbX38RjLrPzJ+F +kz8UiYe+MWMWhh9UBB/WncLqz8LHXpW/ncYyy2ehuvrwzBVezIpZOPPp7Iv0 +JGblLJjczHVYsp5ZNQsr7/3YuOgAM88XlZvsJhy+wsz3xabLQwrRyAxfnKwP +6RHSxYXV94Vmk0tH63+Y5b5QxeprqLkyK3yht2OZ5F0Ms9IXOks39+++nlnl +i+8nK0YllDLz/MDHJrvG+8x8P6w3XGM0tJUZfphzaFnRriGurL4f0Na28vRU +ZrkfRpeNbvyYyKzwg/qhe0NubmRW+uHTXist42PMKj/Mv2WT9eIeM88f0QVC +/6HfmPn+kBULl2r1nsrq+yOtwyPdqtHMAn/YlnfZlDedWe6PR91+LN8exazw +xzXl2aK/cmalPyYlOI/5tZVZ5Y/PJr09zhxl5gUg5vLwQ8tuMPMDsKbOsMuq +RqofgIYW+SndTtNY/QCUtuzJ2DiQWR6AosKn99ZOZFYEoMrhgaAqkFkZgNN1 +yJQsZlYF4H7p+bTe+5h5gQiY+6PJ/Q4zPxBmQ89nRmpMZ/UD0fTcNsXPkVkQ +iL0fxhV9nMssD8QHO/O5lf8yKwLR/ER9rFkNszIQ/Vpfb838zKxqv17PLOUm +HTdWfzaMzySZpgxn5s/Gk1K9AdrOzJiNCUP1I1oCmQWzYfhhtGqjmFk+Gyv3 +LkoctpJZMRsLVmV0f5/LrJyNtD8r61sOMKtmI+vKnDThGaofhJ0G45Mta6h+ +EN4mvX6Z2ED1g9DxbM2+bp+pfhA6fIyvbe7gzuoHYdu1fkXNOsyKIOQavv9R +PJBZGQTBvujxQjNmVRA0/FNgZ8HMC8bQkEXTlpgz84Ohtdl4yk5NZgTjz6X0 +8PxUqh8MvVG6XRY4UP5gfHrc60P0eMofjK7jBufetaH8wThqv/LFbSfKH4w8 +DZOdyhmUPwSfvt9zyaL7yw/Bng17zlVGUf4QaCuv79eSUf0Q+AkXJ2Mp1Q/B +iOTrD63XUf0QbL+nXvJgM9UPwclOiGjZTfVD0DjLKWRxMdUPReOTnd3tjlP9 +UJxaq7O481mqH4rLqdeeb7lE9UOR5atzdFM11Q+FbkrftgzqnyIUalV/n/Ju +U/1QzNUPC/CjcVUorPmLHmtfo/oCXJuTPvPHOWYdAdYHuJaWHaP1CHDWqXR6 +y7/M5gKI3gapWrbS+gRY4Titek0ms6cAGYaxjpI1tF4BoiqEd7bQ61MswPXw +h+Pnr6D1C6Dn9PDhAhrPFGDJiVEWPVdTHgH6iOy1quj+lgjwTq/fFweqpxSg +YeqhrcNymGsEeOZiP2ISrU8lwJpvBts8dzE3C9DJ1SN98F7KH4bvu9bdXldI ++cMQN+7spgjqDz8MU+r+mK04TPnDwPt4R6utlPKHYdy7AVsD/qP8Ydj6Ks3z +AlkQBqOZh3PfHqH8Yag1LtnQgebLwyA289o9/BDlD4N+S+SDffspf3v9LSt1 +Kwsofxj6hbj8qM+n/GFY/Wb2A2fKVxMGx0O1rY7bKX8YPp7+VdKaR/nb60VO +v5xO+wMvvP358HhZ8xbKHw7nPU9n9KNxfji8mvo9fkM2D4cqxNrClut/OPJC +bvRu3Eb5w/H8Ec+uagflD0fA37tmp2h94nD8W272rYDeD/Jw/DyfVJ2wh/KH +Y5XTYsef1B9FOEbyFPYWXP5w/Mn++EubXo/K9vVnjUpeQa4JR3TcINdNZFU4 +DHuatYDcHA4buaJvNl2PF4E+Q+ub8vZR/giU3mq6HUf1+RFomvDn2hBan3kE +1NTnGD6m9SMC21717XlYQfkj0HJXMOAA5RVEwCo+IfnxTsofgSdRVtYzyPII +pHjszOhAzozAhvOxCd/p/ikiUH161Z2hNF4SAfM658DlZGUEMt7rVfC4/keg +TU2/WxZZFQGNKL+jw2l9zRG45VjmcY3ME+LioumiJMqjI4Tm2GdDutLriy/E +iOGGx7LJ5kL8nTzCXp3uB4ToNn/cbV+ypxCpLxJEqWSBEIUb+jUuI4uFiOtU +sTKYLBfC5NOWtr5c/4X4kLjuVwXVUwihYxwS6UMuEaI84d6vRlqvUgj1N2XB +cnKNELum6MTrc/utEKdDwquPcvmFuPE2Md2Xyx+J7Gl7ctTJOpFYLi3+eIXu +Hz8SoTFNh4rI5pG4Ky/vu4+MSFx70fPrcbJnJEacezStlut/JPRH5o5Uo+uL +I/En1DLViiyPhL9QekFGzozEB1fetCNkRSTUWjC1iVwSiaIbnbYP4vJH4sUh +9QOuXP5IHJ+3rSGcyx+JhuLudhJycyS+muRcTSbzovCkCy8sket/FMrDVzqE +kvlR+K9hf8oUsnkUjEXdP5hxr/8oJBkbaWuTPaPQq/y183taryAKsXszVl3h +8kfB7KPq0r9c/ijUa9ecWMflj8L3jTsOzOfyR+HMWkM/7v6UREHX4rXGXLIy +Cgtv/5y0glwThZHjT0/dQlZFYYG2UUgJ1/8o5Fxudr3O9T8aT9DfhFuvTjRs +/hzN6sblj0ZG47Btxlz+aOwJ7l9pxeWPxhEX55+TufzRuPzI8ep0siAaX2Iq +/KeSxdEweA8He27/i8aLUX7yseTMaHiVJlibkhXRSIGHQ09ySTRGKMQnO3D9 +j8akfctl37n87et/7mLL5VFFQ293x1wVlz8ay1eUzqjl8otwuyZv5mUuvwgG +UbuCuPvDF+Gv/HLNJbK5CE3Pvg07RoYIxj0+F+3i9j8RBngcMOH6IRDBRPO4 +KILrvwiPfBZYTeL6L4JXj7kDTbn+i2DkOfdlf67/IrhH2uUbcf0X4e7aomej +uP6LEKX+cje4/CI8MH6p5sblF+H3wIXnODeLYD4twtuZyx+Dd3nSxAlc/hjs +0utU2YfLHwOt50/79uLyx+DVrjXLunD5Y9Cp+Hm3Vu79H4Mqp/Otn7n3fwy2 +tc0wfMs9/2Lgm9XhewNZHoMZp3MduP0iMwauA3oZXyUrYtDxgdKf219KYrDe +hzeyjKyMgZui1mg7t//HwOF3v7ACbv+Pwe+6tt1buPNPDG471z1OJfNi4VUT +KYsn68TC4eCKBD9u/4uFS+VXOHH7XywWT1aYjeb2v1j8OFZ+24DLH4sJfzQs +1Ln8sch4OsHyI/f8i0V2nMX3Ou75FwuLb4+iL3PPv1h8G7E/4zhZEYv/QhLN +9nLPv1gECtfapHPPv1i86FW1Pp5cE4vVbZZNk8mqWOQlaej1JzfH4svHidlN +9HzlxSE0KdX3HFknDvdL+oVkk/lx6Pm9b0Yk2TwOVWm2R2zIiMPOvoO26JE9 +47A7fO6TX3T+EsQhsWz6nxdkcRyWPhXa3iDL47Dl473Xh8iZcViUe0q0jayI +Q27rodQIckkcytZOHmNKVsZBtrLvg490/qqJwznRieBzZFUc1FOSkxTk5ji4 +Hb4TmUPmxWNontXNPWSdePBMu0bsJfPjMdDm1J8Csnk8tnd9N3QfGfEI2Nyi +mced/+KR+nZ942KyIB4X76VP8iGL4/Fg7fIPRmR5PN52H932is6TmfFYdMBv +42GyIh7JPHvHxeSSeMyrW3TYk6yMx8N9N2+Zkmvice652Ss17vwfjzNL57p3 +JzfHQypNedeDzEvAWB3xgt90PtZJgF7bsb5NZH4Cojtezm4gmycgyMqKd4mM +BAxa3xSxm+yZgOT5AytSyIIE+FhczHEhixNQFxPi0J8sT8DzG1McPtP5OjMB +qePNnl8lKxKw/WWNZj65JAFaxyLup3Cf7xOw6lrbRBdyTQLW1ty3487vqgT0 +fLKpijvfNydAv3DguWoyLxGZOwe6FHPn/0TUJ+pfW0fmJ2LHTQOJiGyeiIx3 +uxMcyUjE6tIaQV+yZyIMs21t39LnX0Ei2s5velZGFrc79qhoEVmeiIfZWyvH +kTMTcSWgsL6BPs8pElHwrj53DbkkERf8HEwsycpETLAf5vlhE+VPhPy8t2UZ +WZWIgK8HtbPJzYkozG4NuptN+ZOgs6TbhRcbKX8SDK7ecHtF5ifBOqWx6i3Z +PAl/jpeu/kJGEtaXPnFuI3smoazznvAudH1BEr7pNDV0I4uTYGRUXaBOlieh +SnXf+zvNz0xCF6Wy7DFZkYTxr+rvV5JLknDh9FfLnWRlEh7V/lDOI9ck4cSI +s1dnkVVJmNUw0jeK3JyEtNWvAmeTeWIcvbyymxFZQ4xSCz9DTe5+iDE4lMdr +yWLWF0NcUHztFZkvRvkn/233yKZi2MUe0LxANhdjgdFKqxKylRghC9wn5ZIh +xpZ/IvcuILuKoVRrNfMje4rh/7IubjTZXwwbH1FIZ7JAjEvf93Z5St8HiMRo +6OXmWEEWi3H1euWGbeR5YmSeXd9dTpaLobmiqyKGvFoMw6P2QwLJme15dwlc +ZpJzxXjYq+i+D1khhmvwiuPc/xe2r+/+f0uCySVidPrcMZb7/3Ix3j/0+WTF +fX8hBn9J1L2u5CoxRvVJFlZnUD/FqOmTor6OXCvG5iJhvhdZJUbWLfcRw8iN +7ddvObFBl9zc3o+eGUN1yD/FSNh59nZvMk+C0qyAaj2yhgQRxU6h3LiOBCue +nnyvQdaX4Pfxcs/fG6j/EuztFDC+mWwqQf7wD5XvyOYSGF4rDmsiW0lQvq91 +61cyJGjxMQ8rJ7tKcPfp1rB7ZE8JBlb0KKsm+0sQoj23+DRZIMGRBy5j9pNF +Epw3Pns1hyyWINRaS5lKnifBhC0XHePJcgk63yw19CevluCjgdsIF3Jm+/2x +TZ9oQ85tnz9pyVpLskICl03OOdx4oQRZzZ06cvNLJBjvEhLvQy6XYOqNpRsD +yUoJvISX1GeSqyQ49Sx9mS25RoIL56cc7U+ulWD+ij2mLeup/xKcld5Re0xu +lCD75g/Ta+RmCfixkW/OkX9KYLrbI7KCzJOiJu/v21KyhhQrr1sV5ZN1pDC4 +ceHiBrK+FKGfik7OJ/Ol6KERezCKbCrFqnS3bF+yuRT+el0sXclWUsQPGnzd +mgwpHG3nvzAju0qhM6JgqxHZU4pDsQsb6tKp/1JMdS8bfZcskKLR4JHuHbJI +ivEewQdvk8VS3BUKpDfJ86To2D1h4yWyXApBd73kMvJqKfJb8ufuJWdKoZUw +eGkWObc9zw3NlGVkhRTTor+J55MLpfjguGZNCrlEihvhTWoycrkU1heqauPJ +Sin2fIkeICdXSeGXUO6bRK6RQry32CyQXCvFOc3JemPIqnYXWhRokBul8Og5 +48tT+r60WYpx0W/GXyH/lCJCrpV/isyT4e79VW+OkTVkiO58fMkhso4MvRuq +8xVkfRliB2TkppH5MmzYGRAcSTaV4enL+UvtyeYy+Hz+b0s/spUMXzsOufV7 +LfVfBu3nmnNekV1lEHbvuO4+2VMGk13nTlwi+8vQ0cQy4QhZIMPLTjOQSxbJ +EGa5Q7iALJYh6r/WwiDyPBnCRVfTHclyGaqWNAtMyatlyDhgeFqbnCmDU7x9 +6wf6PjtXBsnLdWOryAoZ+p+58mIPuVAG532GizLIJTLUDTuxKoVcLsOyNnlI +KFkpQ4+M6v7u5CoZ5j2sFI0n17Rff7PMoDe5VoaSl80nn9D346r2/nW2D9hK +bmxf39ecW9PJzTIszdk+6Hca9V+GzZNfWhwm85Jx9taV8jiyRjJsz1vXm5N1 +kvE079f6P6uo/8n4OinhSjWZnww9e5X7brJpMoy9VWdTyebJcKzydXel61kl +Y6Hp7b3qZCRju++KYR3Irsm4u6TUpjPZMxkFPxx3dCP7J2N3V/VWNbIgGX4n +f9V/oHqiZHzzPn20kixORsWRhrw08rxkGFppNU4my5NxM1WvWqPd/weD4NyI + + "]]}}, { + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[0.006944444444444445], + AbsoluteThickness[1.6]}, + {RGBColor[0.880722, 0.611041, 0.142051], PointSize[0.006944444444444445], + AbsoluteThickness[1.6]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[0.006944444444444445], + AbsoluteThickness[1.6]}, + {RGBColor[0.922526, 0.385626, 0.209179], PointSize[0.006944444444444445], + AbsoluteThickness[1.6]}}, { + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[0.006944444444444445], + AbsoluteThickness[1.6]}, + {RGBColor[0.880722, 0.611041, 0.142051], PointSize[0.006944444444444445], + AbsoluteThickness[1.6]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[0.006944444444444445], + AbsoluteThickness[1.6]}, + {RGBColor[0.922526, 0.385626, 0.209179], PointSize[0.006944444444444445], + AbsoluteThickness[ + 1.6]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}}, { + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[0.006944444444444445], + AbsoluteThickness[1.6]}, + {RGBColor[0.880722, 0.611041, 0.142051], PointSize[0.006944444444444445], + AbsoluteThickness[1.6]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[0.006944444444444445], + AbsoluteThickness[1.6]}, + {RGBColor[0.922526, 0.385626, 0.209179], PointSize[0.006944444444444445], + AbsoluteThickness[ + 1.6]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}}}, {{}, {}}}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->{True, True}, + AxesLabel->{None, None}, + AxesOrigin->{0, 0}, + DisplayFunction->Identity, + Frame->{{True, True}, {True, True}}, + FrameLabel->{{None, None}, {None, None}}, + FrameTicks->{{Automatic, Automatic}, {Automatic, Automatic}}, + GridLines->NCache[{{15}, {2 Pi}}, {{15}, {6.283185307179586}}], + GridLinesStyle->Directive[ + RGBColor[1, 0.5, 0], + Dashing[{Small, Small}], + Thickness[Large]], + ImageSize->Large, + Method->{ + "OptimizePlotMarkers" -> True, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}}, + PlotRange->{{0, 100}, {0, 58.392494256302655`}}, + PlotRangeClipping->True, + PlotRangePadding->{{0, 0}, { + Scaled[0.02], + Scaled[0.05]}}, + Ticks->{Automatic, Automatic}]], "Output", + CellChangeTimes->{{3.7840245244509993`*^9, 3.78402458298173*^9}, { + 3.784024681018528*^9, 3.784024724014717*^9}, 3.784024763657193*^9, + 3.784025128469058*^9, 3.7840286079645*^9, 3.784030682714657*^9, + 3.784030986859168*^9, 3.7840310517035103`*^9, 3.784031738942706*^9, + 3.784033066670073*^9, 3.784034753842865*^9, {3.784272235900868*^9, + 3.7842722630282393`*^9}, 3.7842749124056396`*^9, 3.7842750627494917`*^9, + 3.78427668215551*^9, 3.7843806023755198`*^9, 3.784451016499971*^9, + 3.784530397353044*^9, 3.784531929634606*^9, 3.78453235729887*^9, + 3.784884961499715*^9, 3.7849543519552813`*^9, 3.7854910723540783`*^9, + 3.78557716337705*^9, {3.7855772956804867`*^9, 3.785577315130979*^9}, + 3.785578623318103*^9, 3.78557900539783*^9, {3.785582413631228*^9, + 3.7855824216214457`*^9}, 3.7855868279154243`*^9, 3.7856511175069427`*^9, + 3.7856641873039217`*^9, 3.785664412783832*^9, 3.7874854392390957`*^9, + 3.7876386260384903`*^9, {3.787641005544148*^9, 3.787641012897567*^9}, + 3.790513992227169*^9, 3.790514195952261*^9, 3.790515738629047*^9, + 3.7905172311028357`*^9, 3.790517358478238*^9, 3.7905176112892027`*^9, + 3.7906748015614367`*^9, 3.790676823942395*^9, 3.790677332128187*^9, + 3.7906811050375443`*^9, 3.79068135550065*^9, 3.7906823915587473`*^9, + 3.790683494366438*^9, {3.7906838054275227`*^9, 3.790683813364122*^9}, + 3.790686931796153*^9, 3.79068796393581*^9, 3.7906886876827908`*^9, + 3.792737558455082*^9, 3.792738183632942*^9, 3.792741309549464*^9, + 3.7947184513028927`*^9, 3.794719765229661*^9, 3.794724980456724*^9, + 3.794740089695285*^9, 3.7948009122312117`*^9, 3.7959266347147627`*^9, + 3.79609363969376*^9, 3.796350788999175*^9, 3.796353185320393*^9, + 3.7963584443472137`*^9, 3.796359856405581*^9, 3.79636453435028*^9, + 3.796541499935753*^9, 3.796989552915873*^9, 3.796989748512583*^9, + 3.797141552190897*^9, 3.7971552500868893`*^9, 3.799979799863967*^9, + 3.799985866685358*^9, 3.7999866580757227`*^9}, + CellLabel-> + "Out[809]=",ExpressionUUID->"f8cd5aba-fed6-41e5-9766-def61c7d6b4b"] +}, Open ]], + +Cell[BoxData[ + RowBox[{ + RowBox[{"t0ampsdataall", "=", + RowBox[{"Table", "[", "\[IndentingNewLine]", + RowBox[{ + RowBox[{ + RowBox[{"data", "=", + RowBox[{"Select", "[", + RowBox[{ + RowBox[{"mysxscase22modeRD0sh", "[", + RowBox[{"[", + RowBox[{"index", ",", "j"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", "i"}], "&"}]}], + "]"}]}], ";", "\[IndentingNewLine]", + RowBox[{"ansl", "=", + RowBox[{"ansall", "[", + RowBox[{"[", + RowBox[{"index", ",", "j"}], "]"}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"cfit", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"data", ",", "ansl", ",", + RowBox[{"{", + RowBox[{"x0", ",", "x1", ",", "xm0", ",", "xm1"}], "}"}], ",", + "t"}], "]"}]}], ";", "\[IndentingNewLine]", + RowBox[{"amps", "=", + RowBox[{ + RowBox[{"{", + RowBox[{"x0", ",", "x1", ",", "xm0", ",", "xm1"}], "}"}], "/.", + RowBox[{"cfit", "[", "\"\<BestFitParameters\>\"", "]"}]}]}], ";", + "\[IndentingNewLine]", "\[IndentingNewLine]", + RowBox[{"{", + RowBox[{"i", ",", "amps"}], "}"}]}], ",", + RowBox[{"{", + RowBox[{"index", ",", + RowBox[{"Length", "@", "tag"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"j", ",", + RowBox[{"Length", "@", "modes"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"i", ",", "0", ",", "100"}], "}"}]}], "]"}]}], ";"}]], "Input", + CellChangeTimes->{{3.780651215350163*^9, 3.780651313546767*^9}, { + 3.780651366789349*^9, 3.7806514272776327`*^9}, {3.7806515983677473`*^9, + 3.780651598538396*^9}, {3.780651790479979*^9, 3.7806517908408337`*^9}, { + 3.780658216935227*^9, 3.780658305258608*^9}, 3.7806603184820547`*^9, { + 3.780662324798668*^9, 3.780662347922201*^9}, {3.780662574847891*^9, + 3.7806625914564657`*^9}, {3.780808669521875*^9, 3.780808760944168*^9}, { + 3.780808792482709*^9, 3.780808838177062*^9}, {3.780808891406556*^9, + 3.780808902480772*^9}, {3.7808089430189466`*^9, 3.780808946972209*^9}, + 3.780809057392706*^9, {3.780809107939711*^9, 3.780809141367982*^9}, { + 3.781855605567459*^9, 3.781855610847719*^9}, {3.781855754012388*^9, + 3.781855755208273*^9}, {3.781855819643965*^9, 3.7818558224902*^9}, { + 3.783325822874749*^9, 3.783325858130108*^9}, {3.7833271885686903`*^9, + 3.7833271887325287`*^9}, {3.783331448057081*^9, 3.7833314489690647`*^9}, { + 3.7833314827321777`*^9, 3.7833315017241983`*^9}, {3.783331550962682*^9, + 3.783331575836596*^9}, {3.783331606902872*^9, 3.78333160877241*^9}, { + 3.783331658291823*^9, 3.783331664732849*^9}, {3.783331732186399*^9, + 3.783331773697101*^9}, {3.783331866669449*^9, 3.7833318741751347`*^9}, { + 3.783332005549807*^9, 3.7833320416290894`*^9}, {3.783332107820417*^9, + 3.783332121214839*^9}, {3.783332153772459*^9, 3.783332157384798*^9}, { + 3.783332300264325*^9, 3.78333230652602*^9}, {3.78333234928224*^9, + 3.78333235255939*^9}, {3.783332553375717*^9, 3.783332553608099*^9}, { + 3.7840077871681433`*^9, 3.784007839641217*^9}, {3.7840078896502028`*^9, + 3.784007897789222*^9}, 3.784010873133605*^9, {3.784011007367366*^9, + 3.784011011798514*^9}, {3.784016830798374*^9, 3.784016854851472*^9}, { + 3.7840171064244337`*^9, 3.78401710821238*^9}, {3.7840173116629*^9, + 3.784017323286153*^9}, {3.7840221428207006`*^9, 3.784022146414266*^9}, { + 3.78402221725004*^9, 3.784022217504258*^9}, {3.784022278205883*^9, + 3.7840222927818213`*^9}, {3.7840231774379377`*^9, 3.784023205089924*^9}, { + 3.7840232497374353`*^9, 3.7840232524367123`*^9}, 3.784023283244182*^9, { + 3.78402481064734*^9, 3.784024811226666*^9}, {3.784024995905851*^9, + 3.7840249972110357`*^9}, {3.784025090922542*^9, 3.784025093742702*^9}, { + 3.784025136846437*^9, 3.78402517442352*^9}, {3.7840286139906893`*^9, + 3.784028615074128*^9}, {3.784028736387385*^9, 3.784028739286831*^9}, { + 3.784028914775527*^9, 3.784028916774022*^9}, {3.784028955123665*^9, + 3.784028975311419*^9}, {3.7840306785395527`*^9, 3.784030679247593*^9}, { + 3.784033370996297*^9, 3.784033375602744*^9}, {3.7840347579018183`*^9, + 3.784034770020143*^9}, 3.7842749467334948`*^9, {3.785577319304596*^9, + 3.7855773208715277`*^9}, {3.785582429473043*^9, 3.785582434442622*^9}}, + CellLabel-> + "In[810]:=",ExpressionUUID->"b756b054-b123-4669-a127-64f109d6365d"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"t0ampsdataalltest", "=", + RowBox[{"Table", "[", "\[IndentingNewLine]", + RowBox[{ + RowBox[{ + RowBox[{"data", "=", + RowBox[{"Select", "[", + RowBox[{ + RowBox[{"mysxscase22modeRD0sh", "[", + RowBox[{"[", + RowBox[{"index", ",", "j"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", "i"}], "&"}]}], + "]"}]}], ";", "\[IndentingNewLine]", + RowBox[{"ansl", "=", + RowBox[{"ansall", "[", + RowBox[{"[", + RowBox[{"index", ",", "j"}], "]"}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"cfit", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"data", ",", "ansl", ",", + RowBox[{"{", + RowBox[{"x0", ",", "xm0", ",", "x1", ",", "xm1"}], "}"}], ",", + "t"}], "]"}]}], ";", "\[IndentingNewLine]", + RowBox[{"cfitn", "=", + RowBox[{"Normal", "@", "cfit"}]}], ";", "\[IndentingNewLine]", + RowBox[{"amps", "=", + RowBox[{ + RowBox[{"{", + RowBox[{"x0", ",", "x1", ",", "xm0", ",", "xm1"}], "}"}], "/.", + RowBox[{"cfit", "[", "\"\<BestFitParameters\>\"", "]"}]}]}], ";", + "\[IndentingNewLine]", "\[IndentingNewLine]", + RowBox[{"{", + RowBox[{"i", ",", "amps", ",", "cfitn"}], "}"}]}], ",", + RowBox[{"{", + RowBox[{"index", ",", + RowBox[{"Length", "@", "tag"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"j", ",", + RowBox[{"Length", "@", "modes"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"i", ",", "tfit", ",", "tfit"}], "}"}]}], "]"}]}], + ";"}]], "Input", + CellChangeTimes->{{3.780651215350163*^9, 3.780651313546767*^9}, { + 3.780651366789349*^9, 3.7806514272776327`*^9}, {3.7806515983677473`*^9, + 3.780651598538396*^9}, {3.780651790479979*^9, 3.7806517908408337`*^9}, { + 3.780658216935227*^9, 3.780658305258608*^9}, 3.7806603184820547`*^9, { + 3.780662324798668*^9, 3.780662347922201*^9}, {3.780662574847891*^9, + 3.7806625914564657`*^9}, {3.780808669521875*^9, 3.780808760944168*^9}, { + 3.780808792482709*^9, 3.780808838177062*^9}, {3.780808891406556*^9, + 3.780808902480772*^9}, {3.7808089430189466`*^9, 3.780808946972209*^9}, + 3.780809057392706*^9, {3.780809107939711*^9, 3.780809141367982*^9}, { + 3.781855605567459*^9, 3.781855610847719*^9}, {3.781855754012388*^9, + 3.781855755208273*^9}, {3.781855819643965*^9, 3.7818558224902*^9}, { + 3.783325822874749*^9, 3.783325858130108*^9}, {3.7833271885686903`*^9, + 3.7833271887325287`*^9}, {3.783331448057081*^9, 3.7833314489690647`*^9}, { + 3.7833314827321777`*^9, 3.7833315017241983`*^9}, {3.783331550962682*^9, + 3.783331575836596*^9}, {3.783331606902872*^9, 3.78333160877241*^9}, { + 3.783331658291823*^9, 3.783331664732849*^9}, {3.783331732186399*^9, + 3.783331773697101*^9}, {3.783331866669449*^9, 3.7833318741751347`*^9}, { + 3.783332005549807*^9, 3.7833320416290894`*^9}, {3.783332107820417*^9, + 3.783332121214839*^9}, {3.783332153772459*^9, 3.783332157384798*^9}, { + 3.783332300264325*^9, 3.78333230652602*^9}, {3.78333234928224*^9, + 3.78333235255939*^9}, {3.783332553375717*^9, 3.783332553608099*^9}, { + 3.7840077871681433`*^9, 3.784007839641217*^9}, {3.7840078896502028`*^9, + 3.784007897789222*^9}, 3.784010873133605*^9, {3.784011007367366*^9, + 3.784011011798514*^9}, {3.784016830798374*^9, 3.784016854851472*^9}, { + 3.7840171064244337`*^9, 3.78401710821238*^9}, {3.7840173116629*^9, + 3.784017323286153*^9}, {3.7840221428207006`*^9, 3.784022146414266*^9}, { + 3.78402221725004*^9, 3.784022217504258*^9}, {3.784022278205883*^9, + 3.7840222927818213`*^9}, {3.7840231774379377`*^9, 3.784023205089924*^9}, { + 3.7840232497374353`*^9, 3.7840232524367123`*^9}, 3.784023283244182*^9, { + 3.78402481064734*^9, 3.784024811226666*^9}, {3.784024995905851*^9, + 3.7840249972110357`*^9}, {3.784025090922542*^9, 3.784025093742702*^9}, { + 3.784025136846437*^9, 3.78402517442352*^9}, {3.7840286139906893`*^9, + 3.784028615074128*^9}, {3.784028736387385*^9, 3.784028739286831*^9}, { + 3.784028914775527*^9, 3.784028916774022*^9}, {3.784028955123665*^9, + 3.784028975311419*^9}, {3.7840306785395527`*^9, 3.784030679247593*^9}, { + 3.784031882249075*^9, 3.784031884275895*^9}, {3.7840331417593822`*^9, + 3.784033143540248*^9}, {3.784033183322991*^9, 3.7840332104594393`*^9}, { + 3.784033272004767*^9, 3.784033278104743*^9}, {3.7840333875231*^9, + 3.7840333879664516`*^9}, {3.78403477375677*^9, 3.7840347765696783`*^9}, { + 3.784530434421341*^9, 3.7845304545884867`*^9}, {3.78453135318512*^9, + 3.784531356616973*^9}, {3.784531437697427*^9, 3.784531438118718*^9}, + 3.784536065304461*^9, {3.785491102864192*^9, 3.785491106271503*^9}, { + 3.785577325754668*^9, 3.785577327432519*^9}, 3.785582437737739*^9, { + 3.785592234282557*^9, 3.785592238283396*^9}}, + CellLabel-> + "In[811]:=",ExpressionUUID->"950408a6-8a72-42d1-88b7-f14ea93e0f1f"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"amps15", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"Select", "[", + RowBox[{ + RowBox[{"(", + RowBox[{"Abs", "/@", + RowBox[{"(", + RowBox[{"t0ampsdataall", "[", + RowBox[{"[", + RowBox[{"i", ",", "j"}], "]"}], "]"}], ")"}]}], ")"}], ",", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", "tfit"}], "&"}], + ",", "1"}], "]"}], "[", + RowBox[{"[", + RowBox[{"1", ",", "2"}], "]"}], "]"}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Length", "@", "tag"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"j", ",", + RowBox[{"Length", "@", "modes"}]}], "}"}]}], "]"}]}]], "Input", + CellChangeTimes->{{3.783333106965568*^9, 3.783333230583198*^9}, { + 3.784025101921546*^9, 3.78402510350347*^9}, {3.784025186166597*^9, + 3.7840251867830343`*^9}, {3.784028987595746*^9, 3.784029015770508*^9}, + 3.78402909372046*^9, 3.784031777018941*^9, 3.7845321562709293`*^9, { + 3.785577347297008*^9, 3.7855773488394957`*^9}, {3.790674967380027*^9, + 3.790674978712844*^9}, {3.790676244575658*^9, 3.790676248511973*^9}}, + CellLabel-> + "In[812]:=",ExpressionUUID->"e8f6b75f-491a-459d-831c-5de36abeeac1"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.264477899456857`", ",", "0.07244207785191331`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "7.554799715408543`*^-9", ",", "9.498387208857102`*^-9", ",", "0.`", + ",", "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "1.0006313333426158`*^-8", ",", "2.3062308007628068`*^-8", ",", "0.`", + ",", "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.26533597220162625`", ",", "0.07177243978520181`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "1.549110990029921`*^-8", ",", "1.2217120673375031`*^-8", ",", "0.`", + ",", "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "5.6478253120570285`*^-9", ",", "4.3992324214454315`*^-8", ",", "0.`", + ",", "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.27143120382113545`", ",", "0.07554975152808194`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.011595326882481882`", ",", "0.004719623896376303`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.017423866844983652`", ",", "0.0068453239164294084`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.26409840947904645`", ",", "0.07210756891437928`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.020549571643647443`", ",", "0.00831384429269297`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.029098106398027648`", ",", "0.010715743011837272`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.2420349108637739`", ",", "0.05880542047735279`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.02793526470836336`", ",", "0.011105010639496773`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.039549359687955574`", ",", "0.013862473458470807`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.23310750103337827`", ",", "0.053835148057636215`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.030890957287749876`", ",", "0.011570599694065884`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.042603091638639706`", ",", "0.013942093868601308`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.2257765301470947`", ",", "0.05204356448482839`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.03618385954808257`", ",", "0.014316576531073858`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.04710245501902011`", ",", "0.015920814724680054`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.2127813191291684`", ",", "0.04639012323947852`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.03668824027055337`", ",", "0.013974185678758352`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.04107892216886233`", ",", "0.012006982758845493`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.21785395926856896`", ",", "0.0489569996177763`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.03845872296927713`", ",", "0.014384207960209837`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.04961000811969447`", ",", "0.017726204626799108`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.20184863415043083`", ",", "0.04416888483801083`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.042017822061460285`", ",", "0.016085153282010947`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.04949057097083836`", ",", "0.015077638265705816`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.20044049592223828`", ",", "0.042921617142225484`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.041958979129804126`", ",", "0.01585115781863306`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.05220883913803903`", ",", "0.016352877846747396`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.18063810923207468`", ",", "0.03668242210811046`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.042893696981334155`", ",", "0.015726744629469706`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.05368696813380037`", ",", "0.01096299143644093`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.17043849943487516`", ",", "0.03404693233082526`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.044193276683830676`", ",", "0.016331603118801222`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.05089028120291393`", ",", "0.014388552950719159`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.16768578434740458`", ",", "0.03259927168629293`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.043089913396849054`", ",", "0.015742530592482044`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.05009040127451929`", ",", "0.014011320963354439`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.14788048021459416`", ",", "0.02843714548503834`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.043139903027708544`", ",", "0.015994260838046455`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.046708423004490185`", ",", "0.012840673458491922`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.14047917522412529`", ",", "0.027132503379524508`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.04313253267467822`", ",", "0.015973209066912804`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.04591689235159925`", ",", "0.012845887059781512`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.12967312777822526`", ",", "0.02356539428661002`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.04186940159525871`", ",", "0.014767931358453588`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.04400025353715294`", ",", "0.011055462209907548`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.12907171052446065`", ",", "0.023986937422135517`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.04133009634893225`", ",", "0.01475554818991654`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.0437022045107526`", ",", "0.011572129573335024`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.11400972419857912`", ",", "0.02038076361371993`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.038518451877869425`", ",", "0.013543808845104683`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.039981009066306014`", ",", "0.010352998044425413`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.10264301470197587`", ",", "0.018790802503665167`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.036789756287230774`", ",", "0.013038600500614403`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.03713702586984417`", ",", "0.009752651966062275`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.09513885091979885`", ",", "0.016992544160881796`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.03499817826086841`", ",", "0.012263823525010795`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.03477880588120139`", ",", "0.008708774523842272`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + "0.08749372118657595`", ",", "0.0154363425098326`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.033261609896095536`", ",", "0.011500621463886732`", ",", "0.`", ",", + "0.`"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + "0.03256378761220316`", ",", "0.008097697333720073`", ",", "0.`", ",", + "0.`"}], "}"}]}], "}"}]}], "}"}]], "Output", + CellChangeTimes->{ + 3.79068137786371*^9, 3.790682413608758*^9, 3.790683517366431*^9, + 3.790683836951915*^9, 3.790686955724434*^9, 3.7906879903984623`*^9, + 3.7906887106639023`*^9, 3.792737623388558*^9, 3.792738252778569*^9, + 3.792741375797447*^9, 3.794718521830323*^9, 3.794719830712084*^9, + 3.794725050928721*^9, 3.794740161976143*^9, 3.794800984164928*^9, + 3.795926713810088*^9, 3.7960937123084583`*^9, 3.7963508595069733`*^9, + 3.7963532555682373`*^9, 3.796358514536706*^9, 3.796359927405105*^9, + 3.796364612470186*^9, 3.796541528936307*^9, 3.7969895730389767`*^9, + 3.7969897681120462`*^9, 3.797141569839801*^9, 3.797155266991309*^9, { + 3.799979820274624*^9, 3.7999798321862173`*^9}, 3.799985884867097*^9, + 3.799986677594542*^9}, + CellLabel-> + "Out[812]=",ExpressionUUID->"33314ffe-d55e-49a1-b527-ad6b28691eba"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{ + RowBox[{"{", + RowBox[{ + "a220d", ",", "a221d", ",", "a210d", ",", "a211d", ",", "a330d", ",", + "a331d"}], "}"}], "=", + RowBox[{"{", + RowBox[{ + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{"q", ",", + RowBox[{"amps15", "[", + RowBox[{"[", + RowBox[{"All", ",", "1", ",", "1"}], "]"}], "]"}]}], "}"}], "]"}], + ",", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{"q", ",", + RowBox[{"amps15", "[", + RowBox[{"[", + RowBox[{"All", ",", "1", ",", "2"}], "]"}], "]"}]}], "}"}], "]"}], + ",", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{"q", ",", + RowBox[{"amps15", "[", + RowBox[{"[", + RowBox[{"All", ",", "2", ",", "1"}], "]"}], "]"}]}], "}"}], "]"}], + ",", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{"q", ",", + RowBox[{"amps15", "[", + RowBox[{"[", + RowBox[{"All", ",", "2", ",", "2"}], "]"}], "]"}]}], "}"}], "]"}], + ",", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{"q", ",", + RowBox[{"amps15", "[", + RowBox[{"[", + RowBox[{"All", ",", "3", ",", "1"}], "]"}], "]"}]}], "}"}], "]"}], + ",", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{"q", ",", + RowBox[{"amps15", "[", + RowBox[{"[", + RowBox[{"All", ",", "3", ",", "2"}], "]"}], "]"}]}], "}"}], "]"}]}], + "}"}]}]], "Input", + CellChangeTimes->{{3.784272571897203*^9, 3.784272577438798*^9}, { + 3.784272651671088*^9, 3.7842726710393877`*^9}, {3.784272866383521*^9, + 3.7842728726741467`*^9}, {3.784273265686363*^9, 3.7842732659014177`*^9}, { + 3.7842734815283537`*^9, 3.784273519628274*^9}, {3.7842739571675167`*^9, + 3.784273957379277*^9}, {3.7855773676583843`*^9, 3.785577381246747*^9}, { + 3.785577504936261*^9, 3.78557750982178*^9}, {3.790674994518148*^9, + 3.790675039982389*^9}, {3.790675077013232*^9, 3.79067507817874*^9}}, + CellLabel-> + "In[813]:=",ExpressionUUID->"56c0fb7e-fa37-455f-b86f-6970e22585e7"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"1.0000000000219882`", ",", "0.264477899456857`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"1.00000000065748`", ",", "0.26533597220162625`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"1.2499999999563618`", ",", "0.27143120382113545`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.50000000135873`", ",", "0.26409840947904645`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"1.8319999939041451`", ",", "0.2420349108637739`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.000000008168811`", ",", "0.23310750103337827`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.316250021748751`", ",", "0.2257765301470947`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"2.499999999443726`", ",", "0.2127813191291684`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"2.507499950534875`", ",", "0.21785395926856896`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.0000000003832885`", ",", "0.20184863415043083`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.0000000231065527`", ",", "0.20044049592223828`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.5000000002660014`", ",", "0.18063810923207468`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.9999994979214204`", ",", "0.17043849943487516`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.999999999948023`", ",", "0.16768578434740458`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.000000001639428`", ",", "0.14788048021459416`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.499999996466635`", ",", "0.14047917522412529`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.9999655587359095`", ",", "0.12967312777822526`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"6.000000135581913`", ",", "0.12907171052446065`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"7.00000000009168`", ",", "0.11400972419857912`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"8.267499999941885`", ",", "0.10264301470197587`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.000000002972772`", ",", "0.09513885091979885`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.999999991187163`", ",", "0.08749372118657595`"}], "}"}]}], + "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"1.0000000000219882`", ",", "0.07244207785191331`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.00000000065748`", ",", "0.07177243978520181`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"1.2499999999563618`", ",", "0.07554975152808194`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.50000000135873`", ",", "0.07210756891437928`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"1.8319999939041451`", ",", "0.05880542047735279`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"2.000000008168811`", ",", "0.053835148057636215`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"2.316250021748751`", ",", "0.05204356448482839`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.499999999443726`", ",", "0.04639012323947852`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.507499950534875`", ",", "0.0489569996177763`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"3.0000000003832885`", ",", "0.04416888483801083`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.0000000231065527`", ",", "0.042921617142225484`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.5000000002660014`", ",", "0.03668242210811046`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.9999994979214204`", ",", "0.03404693233082526`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.999999999948023`", ",", "0.03259927168629293`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.000000001639428`", ",", "0.02843714548503834`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.499999996466635`", ",", "0.027132503379524508`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"5.9999655587359095`", ",", "0.02356539428661002`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"6.000000135581913`", ",", "0.023986937422135517`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"7.00000000009168`", ",", "0.02038076361371993`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"8.267499999941885`", ",", "0.018790802503665167`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"9.000000002972772`", ",", "0.016992544160881796`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"9.999999991187163`", ",", "0.0154363425098326`"}], "}"}]}], + "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"1.0000000000219882`", ",", "7.554799715408543`*^-9"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.00000000065748`", ",", "1.549110990029921`*^-8"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.2499999999563618`", ",", "0.011595326882481882`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.50000000135873`", ",", "0.020549571643647443`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.8319999939041451`", ",", "0.02793526470836336`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"2.000000008168811`", ",", "0.030890957287749876`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"2.316250021748751`", ",", "0.03618385954808257`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.499999999443726`", ",", "0.03668824027055337`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.507499950534875`", ",", "0.03845872296927713`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.0000000003832885`", ",", "0.042017822061460285`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.0000000231065527`", ",", "0.041958979129804126`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.5000000002660014`", ",", "0.042893696981334155`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.9999994979214204`", ",", "0.044193276683830676`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.999999999948023`", ",", "0.043089913396849054`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"5.000000001639428`", ",", "0.043139903027708544`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"5.499999996466635`", ",", "0.04313253267467822`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.9999655587359095`", ",", "0.04186940159525871`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"6.000000135581913`", ",", "0.04133009634893225`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"7.00000000009168`", ",", "0.038518451877869425`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"8.267499999941885`", ",", "0.036789756287230774`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"9.000000002972772`", ",", "0.03499817826086841`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.999999991187163`", ",", "0.033261609896095536`"}], "}"}]}], + "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"1.0000000000219882`", ",", "9.498387208857102`*^-9"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.00000000065748`", ",", "1.2217120673375031`*^-8"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.2499999999563618`", ",", "0.004719623896376303`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.50000000135873`", ",", "0.00831384429269297`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"1.8319999939041451`", ",", "0.011105010639496773`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"2.000000008168811`", ",", "0.011570599694065884`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"2.316250021748751`", ",", "0.014316576531073858`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"2.499999999443726`", ",", "0.013974185678758352`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"2.507499950534875`", ",", "0.014384207960209837`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.0000000003832885`", ",", "0.016085153282010947`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.0000000231065527`", ",", "0.01585115781863306`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.5000000002660014`", ",", "0.015726744629469706`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.9999994979214204`", ",", "0.016331603118801222`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.999999999948023`", ",", "0.015742530592482044`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"5.000000001639428`", ",", "0.015994260838046455`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"5.499999996466635`", ",", "0.015973209066912804`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"5.9999655587359095`", ",", "0.014767931358453588`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"6.000000135581913`", ",", "0.01475554818991654`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"7.00000000009168`", ",", "0.013543808845104683`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"8.267499999941885`", ",", "0.013038600500614403`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"9.000000002972772`", ",", "0.012263823525010795`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"9.999999991187163`", ",", "0.011500621463886732`"}], "}"}]}], + "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"1.0000000000219882`", ",", "1.0006313333426158`*^-8"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.00000000065748`", ",", "5.6478253120570285`*^-9"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.2499999999563618`", ",", "0.017423866844983652`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.50000000135873`", ",", "0.029098106398027648`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.8319999939041451`", ",", "0.039549359687955574`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"2.000000008168811`", ",", "0.042603091638639706`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"2.316250021748751`", ",", "0.04710245501902011`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.499999999443726`", ",", "0.04107892216886233`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.507499950534875`", ",", "0.04961000811969447`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.0000000003832885`", ",", "0.04949057097083836`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.0000000231065527`", ",", "0.05220883913803903`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.5000000002660014`", ",", "0.05368696813380037`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.9999994979214204`", ",", "0.05089028120291393`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.999999999948023`", ",", "0.05009040127451929`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.000000001639428`", ",", "0.046708423004490185`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"5.499999996466635`", ",", "0.04591689235159925`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.9999655587359095`", ",", "0.04400025353715294`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"6.000000135581913`", ",", "0.0437022045107526`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"7.00000000009168`", ",", "0.039981009066306014`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"8.267499999941885`", ",", "0.03713702586984417`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.000000002972772`", ",", "0.03477880588120139`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.999999991187163`", ",", "0.03256378761220316`"}], "}"}]}], + "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"1.0000000000219882`", ",", "2.3062308007628068`*^-8"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.00000000065748`", ",", "4.3992324214454315`*^-8"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.2499999999563618`", ",", "0.0068453239164294084`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"1.50000000135873`", ",", "0.010715743011837272`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.8319999939041451`", ",", "0.013862473458470807`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"2.000000008168811`", ",", "0.013942093868601308`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"2.316250021748751`", ",", "0.015920814724680054`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"2.499999999443726`", ",", "0.012006982758845493`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"2.507499950534875`", ",", "0.017726204626799108`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.0000000003832885`", ",", "0.015077638265705816`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.0000000231065527`", ",", "0.016352877846747396`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.5000000002660014`", ",", "0.01096299143644093`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.9999994979214204`", ",", "0.014388552950719159`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"3.999999999948023`", ",", "0.014011320963354439`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"5.000000001639428`", ",", "0.012840673458491922`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"5.499999996466635`", ",", "0.012845887059781512`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"5.9999655587359095`", ",", "0.011055462209907548`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"6.000000135581913`", ",", "0.011572129573335024`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"7.00000000009168`", ",", "0.010352998044425413`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"8.267499999941885`", ",", "0.009752651966062275`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"9.000000002972772`", ",", "0.008708774523842272`"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"9.999999991187163`", ",", "0.008097697333720073`"}], "}"}]}], + "}"}]}], "}"}]], "Output", + CellChangeTimes->{ + 3.7906813779621687`*^9, 3.79068241370877*^9, 3.7906835174812193`*^9, + 3.7906838370615253`*^9, 3.7906869558660316`*^9, 3.7906879904418793`*^9, + 3.790688710739171*^9, 3.79273762348695*^9, 3.792738253331376*^9, + 3.792741376356209*^9, 3.794718521852605*^9, 3.7947198307717123`*^9, + 3.7947250510190687`*^9, 3.7947401620490313`*^9, 3.7948009842684937`*^9, + 3.7959267138628597`*^9, 3.796093712325107*^9, 3.7963508595736637`*^9, + 3.7963532556433897`*^9, 3.796354219587682*^9, 3.7963585145959063`*^9, + 3.796359927418584*^9, 3.796364612558663*^9, 3.796541528991053*^9, + 3.79698957315856*^9, 3.7969897681984777`*^9, 3.797141569852478*^9, + 3.797155267088893*^9, {3.79997982040095*^9, 3.799979832941733*^9}, + 3.799985884964612*^9, 3.799986677683589*^9}, + CellLabel-> + "Out[813]=",ExpressionUUID->"947b8cf1-9897-4c00-b930-e92921cb2659"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{ + RowBox[{"datafit", "=", + RowBox[{"Delete", "[", + RowBox[{ + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"a220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{"a221d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "/", + RowBox[{"a220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}]}]}], "}"}], "]"}], ",", + RowBox[{"{", "}"}]}], "]"}]}], ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"datafit22115", "=", + RowBox[{"Delete", "[", + RowBox[{"datafit", ",", + RowBox[{"{", + RowBox[{"{", + RowBox[{"-", "4"}], "}"}], "}"}]}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"fit22115", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"datafit22115", ",", + RowBox[{"aa", "+", + FractionBox["bb", + RowBox[{" ", "qq"}]], "+", + FractionBox["cc", + SuperscriptBox["qq", "2"]], "+", + FractionBox["ee", + SuperscriptBox["qq", "3"]]}], ",", + RowBox[{"{", + RowBox[{"aa", ",", "bb", ",", "cc", ",", "ee"}], "}"}], ",", "qq"}], + "]"}]}], ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"datafit", "=", + RowBox[{"Delete", "[", + RowBox[{ + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"a220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{"a221d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "/", + RowBox[{"a220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}]}]}], "}"}], "]"}], ",", + RowBox[{"{", "}"}]}], "]"}]}], ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"datafit22115", "=", "datafit"}], ";"}], "\[IndentingNewLine]", + RowBox[{"fit22115n", "=", + RowBox[{"Normal", "@", "fit22115"}]}], "\[IndentingNewLine]", + RowBox[{"fit22115n1", "=", + RowBox[{ + RowBox[{"fit22115", "[", + RowBox[{"\"\<MeanPredictionBands\>\"", ",", + RowBox[{"ConfidenceLevel", "\[Rule]", "cred"}]}], "]"}], "[", + RowBox[{"[", "1", "]"}], "]"}]}], "\[IndentingNewLine]", + RowBox[{"fit22115n2", "=", + RowBox[{ + RowBox[{"fit22115", "[", + RowBox[{"\"\<MeanPredictionBands\>\"", ",", + RowBox[{"ConfidenceLevel", "\[Rule]", "cred"}]}], "]"}], "[", + RowBox[{"[", "2", "]"}], "]"}]}], "\[IndentingNewLine]"}], "Input", + CellChangeTimes->{{3.7906792687419233`*^9, 3.7906792762386703`*^9}, { + 3.790687222559133*^9, 3.790687222726465*^9}, {3.790687356744519*^9, + 3.7906873573265142`*^9}, {3.7906876058888893`*^9, + 3.7906876099928493`*^9}, {3.7947197416234093`*^9, + 3.7947197714510803`*^9}, {3.7947199386323767`*^9, 3.794719949278319*^9}, { + 3.794722523857242*^9, 3.7947225422989264`*^9}, {3.794722622234152*^9, + 3.794722740309764*^9}, 3.7947250806897*^9, {3.79473942463428*^9, + 3.794739434427644*^9}, {3.794800865456725*^9, 3.794800866339139*^9}, { + 3.7948008970176477`*^9, 3.7948009405229807`*^9}, {3.7963507479996147`*^9, + 3.796350748618721*^9}, {3.796354185616728*^9, 3.7963541884317713`*^9}, { + 3.796364858863224*^9, 3.796364865143211*^9}, {3.796365171734283*^9, + 3.796365172367076*^9}, {3.796365259016711*^9, 3.796365278722828*^9}, + 3.7963653379025393`*^9, {3.796365568888626*^9, 3.796365598526924*^9}, + 3.7963657433692636`*^9, 3.796366727128359*^9, {3.796368175818864*^9, + 3.796368182554351*^9}, {3.79654180507255*^9, 3.796541805262394*^9}, { + 3.7999798235788813`*^9, 3.799979824112154*^9}, {3.799980317453224*^9, + 3.799980327855691*^9}}, + CellLabel-> + "In[814]:=",ExpressionUUID->"eb1bdbf0-b0de-438c-89b3-e8f1ada99615"], + +Cell[BoxData[ + RowBox[{"0.17225534066184983`", "\[VeryThinSpace]", "-", + FractionBox["0.27554352642624524`", + SuperscriptBox["qq", "3"]], "+", + FractionBox["0.34162786456206634`", + SuperscriptBox["qq", "2"]], "+", + FractionBox["0.03440126198690817`", "qq"]}]], "Output", + CellChangeTimes->{3.797141571703*^9, 3.797155267407835*^9, + 3.799979833680337*^9, 3.799980328394064*^9, 3.799985885060543*^9, + 3.799986677694168*^9}, + CellLabel-> + "Out[819]=",ExpressionUUID->"953049f8-e2f8-4d33-9faf-ddbe733cebf3"], + +Cell[BoxData[ + RowBox[{"0.17225534066184983`", "\[VeryThinSpace]", "-", + FractionBox["0.27554352642624524`", + SuperscriptBox["qq", "3"]], "+", + FractionBox["0.34162786456206634`", + SuperscriptBox["qq", "2"]], "+", + FractionBox["0.03440126198690817`", "qq"], "-", + RowBox[{"2.8982305196774187`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"0.004242446767856753`", "\[VeryThinSpace]", "-", + RowBox[{"0.013583122889667221`", " ", "qq"}], "+", + RowBox[{"0.01693522270825186`", " ", + SuperscriptBox["qq", "2"]}], "-", + RowBox[{"0.01045124643453308`", " ", + SuperscriptBox["qq", "3"]}], "+", + RowBox[{"0.0033669608459554728`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.0005348485087926611`", " ", + SuperscriptBox["qq", "5"]}], "+", + RowBox[{"0.000034652720691131914`", " ", + SuperscriptBox["qq", "6"]}]}], + SuperscriptBox["qq", "6"]]]}]}]], "Output", + CellChangeTimes->{3.797141571703*^9, 3.797155267407835*^9, + 3.799979833680337*^9, 3.799980328394064*^9, 3.799985885060543*^9, + 3.799986677782504*^9}, + CellLabel-> + "Out[820]=",ExpressionUUID->"082cacbc-62b7-4e2d-9ca7-1207dc26a89d"], + +Cell[BoxData[ + RowBox[{"0.17225534066184983`", "\[VeryThinSpace]", "-", + FractionBox["0.27554352642624524`", + SuperscriptBox["qq", "3"]], "+", + FractionBox["0.34162786456206634`", + SuperscriptBox["qq", "2"]], "+", + FractionBox["0.03440126198690817`", "qq"], "+", + RowBox[{"2.8982305196774187`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"0.004242446767856753`", "\[VeryThinSpace]", "-", + RowBox[{"0.013583122889667221`", " ", "qq"}], "+", + RowBox[{"0.01693522270825186`", " ", + SuperscriptBox["qq", "2"]}], "-", + RowBox[{"0.01045124643453308`", " ", + SuperscriptBox["qq", "3"]}], "+", + RowBox[{"0.0033669608459554728`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.0005348485087926611`", " ", + SuperscriptBox["qq", "5"]}], "+", + RowBox[{"0.000034652720691131914`", " ", + SuperscriptBox["qq", "6"]}]}], + SuperscriptBox["qq", "6"]]]}]}]], "Output", + CellChangeTimes->{3.797141571703*^9, 3.797155267407835*^9, + 3.799979833680337*^9, 3.799980328394064*^9, 3.799985885060543*^9, + 3.799986677860783*^9}, + CellLabel-> + "Out[821]=",ExpressionUUID->"4415fd86-2157-4890-aa49-0cd5c6ced128"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{ + RowBox[{ + RowBox[{"datafit3315", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"a220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{"a330d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "/", + RowBox[{"a220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}]}]}], "}"}], "]"}]}], ";"}], + "\[IndentingNewLine]"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"fit3315", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"datafit3315", ",", + RowBox[{ + RowBox[{"(", + RowBox[{"aa", "+", + FractionBox["bb", + RowBox[{" ", "qq"}]], "+", + FractionBox["cc", + SuperscriptBox["qq", "2"]], "+", + FractionBox["ee", + SuperscriptBox["qq", "3"]]}], ")"}], "/.", + RowBox[{"aa", "->", "acons"}]}], ",", + RowBox[{"{", + RowBox[{"aa", ",", "bb", ",", "cc", ",", "ee"}], "}"}], ",", "qq"}], + "]"}]}], ";"}], "\[IndentingNewLine]", + RowBox[{"fit3315n", "=", + RowBox[{"Normal", "@", "fit3315"}]}], "\[IndentingNewLine]", + RowBox[{"fit3315n1", "=", + RowBox[{ + RowBox[{"fit3315", "[", + RowBox[{"\"\<MeanPredictionBands\>\"", ",", + RowBox[{"ConfidenceLevel", "\[Rule]", "cred"}]}], "]"}], "[", + RowBox[{"[", "1", "]"}], "]"}]}], "\[IndentingNewLine]", + RowBox[{"fit3315n2", "=", + RowBox[{ + RowBox[{"fit3315", "[", + RowBox[{"\"\<MeanPredictionBands\>\"", ",", + RowBox[{"ConfidenceLevel", "\[Rule]", "cred"}]}], "]"}], "[", + RowBox[{"[", "2", "]"}], "]"}]}]}], "Input", + CellChangeTimes->{{3.7906792687419233`*^9, 3.7906792762386703`*^9}, { + 3.790687222559133*^9, 3.790687222726465*^9}, {3.790687356744519*^9, + 3.7906873573265142`*^9}, {3.790687405340337*^9, 3.79068740753106*^9}, { + 3.7906875451372633`*^9, 3.7906875452253323`*^9}, {3.790687611958949*^9, + 3.79068761326649*^9}, {3.794719775957651*^9, 3.7947197829858027`*^9}, { + 3.794720071067053*^9, 3.794720074597693*^9}, {3.794739441288707*^9, + 3.79473945005717*^9}, {3.794800927872459*^9, 3.794800955637748*^9}, + 3.796093533411015*^9, {3.7963507564575243`*^9, 3.796350756985564*^9}, { + 3.796354191467201*^9, 3.796354192517138*^9}, {3.799979846871868*^9, + 3.799979847084916*^9}}, + CellLabel-> + "In[822]:=",ExpressionUUID->"481e3590-15f2-4e7a-b6d0-bffabad652ea"], + +Cell[BoxData[ + RowBox[{"0.4292118347678172`", "\[VeryThinSpace]", "+", + FractionBox["0.006370273865575534`", + SuperscriptBox["qq", "3"]], "+", + FractionBox["0.13546148882916523`", + SuperscriptBox["qq", "2"]], "-", + FractionBox["0.571043597462558`", "qq"]}]], "Output", + CellChangeTimes->{3.799979850153983*^9, 3.799985784874789*^9, + 3.7999858853254642`*^9, 3.7999866778696737`*^9}, + CellLabel-> + "Out[824]=",ExpressionUUID->"afac42d1-ae88-4d31-b23e-fa65fed92bbb"], + +Cell[BoxData[ + RowBox[{"0.4292118347678172`", "\[VeryThinSpace]", "+", + FractionBox["0.006370273865575534`", + SuperscriptBox["qq", "3"]], "+", + FractionBox["0.13546148882916523`", + SuperscriptBox["qq", "2"]], "-", + FractionBox["0.571043597462558`", "qq"], "-", + RowBox[{"2.8784404727386046`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"0.015670104606940096`", "\[VeryThinSpace]", "-", + RowBox[{"0.05134299732414992`", " ", "qq"}], "+", + RowBox[{"0.06502313529124279`", " ", + SuperscriptBox["qq", "2"]}], "-", + RowBox[{"0.040502565758215966`", " ", + SuperscriptBox["qq", "3"]}], "+", + RowBox[{"0.0130897947877191`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.002070074486652423`", " ", + SuperscriptBox["qq", "5"]}], "+", + RowBox[{"0.00013260288311632562`", " ", + SuperscriptBox["qq", "6"]}]}], + SuperscriptBox["qq", "6"]]]}]}]], "Output", + CellChangeTimes->{3.799979850153983*^9, 3.799985784874789*^9, + 3.7999858853254642`*^9, 3.799986677953199*^9}, + CellLabel-> + "Out[825]=",ExpressionUUID->"73ca0d3d-6cf9-4672-8c79-9ab8b8f7c499"], + +Cell[BoxData[ + RowBox[{"0.4292118347678172`", "\[VeryThinSpace]", "+", + FractionBox["0.006370273865575534`", + SuperscriptBox["qq", "3"]], "+", + FractionBox["0.13546148882916523`", + SuperscriptBox["qq", "2"]], "-", + FractionBox["0.571043597462558`", "qq"], "+", + RowBox[{"2.8784404727386046`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"0.015670104606940096`", "\[VeryThinSpace]", "-", + RowBox[{"0.05134299732414992`", " ", "qq"}], "+", + RowBox[{"0.06502313529124279`", " ", + SuperscriptBox["qq", "2"]}], "-", + RowBox[{"0.040502565758215966`", " ", + SuperscriptBox["qq", "3"]}], "+", + RowBox[{"0.0130897947877191`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.002070074486652423`", " ", + SuperscriptBox["qq", "5"]}], "+", + RowBox[{"0.00013260288311632562`", " ", + SuperscriptBox["qq", "6"]}]}], + SuperscriptBox["qq", "6"]]]}]}]], "Output", + CellChangeTimes->{3.799979850153983*^9, 3.799985784874789*^9, + 3.7999858853254642`*^9, 3.799986678030506*^9}, + CellLabel-> + "Out[826]=",ExpressionUUID->"7738ff01-e7ec-4578-8e45-8a2826bc07b2"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{ + RowBox[{"datafit2115", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"a220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{ + RowBox[{"a210d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "/", + RowBox[{"a220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}]}]}], "}"}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"fit2115", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"datafit2115", ",", + RowBox[{ + RowBox[{"(", + RowBox[{"aa", "+", + FractionBox["bb", + RowBox[{" ", "qq"}]], "+", + FractionBox["cc", + SuperscriptBox["qq", "2"]], "+", + FractionBox["ee", + SuperscriptBox["qq", "3"]]}], ")"}], "/.", + RowBox[{"aa", "->", "acons"}]}], ",", + RowBox[{"{", + RowBox[{"aa", ",", "bb", ",", "cc", ",", "ee"}], "}"}], ",", "qq"}], + "]"}]}], ";"}], "\[IndentingNewLine]", + RowBox[{"fit2115n", "=", + RowBox[{"Normal", "@", "fit2115"}]}], "\[IndentingNewLine]", + RowBox[{"fit2115n1", "=", + RowBox[{ + RowBox[{"fit2115", "[", + RowBox[{"\"\<MeanPredictionBands\>\"", ",", + RowBox[{"ConfidenceLevel", "\[Rule]", "cred"}]}], "]"}], "[", + RowBox[{"[", "1", "]"}], "]"}]}], "\[IndentingNewLine]", + RowBox[{"fit2115n2", "=", + RowBox[{ + RowBox[{"fit2115", "[", + RowBox[{"\"\<MeanPredictionBands\>\"", ",", + RowBox[{"ConfidenceLevel", "\[Rule]", "cred"}]}], "]"}], "[", + RowBox[{"[", "2", "]"}], "]"}]}]}], "Input", + CellChangeTimes->{{3.7906792687419233`*^9, 3.7906792762386703`*^9}, { + 3.790687222559133*^9, 3.790687222726465*^9}, {3.790687356744519*^9, + 3.7906873573265142`*^9}, {3.790687405340337*^9, 3.79068740753106*^9}, { + 3.790687540140522*^9, 3.7906875513039017`*^9}, {3.7906876150259457`*^9, + 3.7906876163334913`*^9}, {3.7947197859702253`*^9, 3.794719800926861*^9}, { + 3.7947200883821*^9, 3.7947200895560093`*^9}, {3.794720327886085*^9, + 3.794720333336801*^9}, {3.7947394576964903`*^9, 3.794739466413818*^9}, { + 3.794800964182705*^9, 3.794800981558992*^9}, 3.796093536539895*^9, { + 3.796350762760413*^9, 3.796350763230345*^9}, {3.7963541951025352`*^9, + 3.796354196131627*^9}, {3.799979880261169*^9, 3.7999798804605427`*^9}}, + CellLabel-> + "In[827]:=",ExpressionUUID->"aac46334-c41e-423f-900e-c9df887237b4"], + +Cell[BoxData[ + RowBox[{"0.47778874003957095`", "\[VeryThinSpace]", "-", + FractionBox["0.38659912748118164`", + SuperscriptBox["qq", "3"]], "+", + FractionBox["1.0107934169367168`", + SuperscriptBox["qq", "2"]], "-", + FractionBox["1.101983029495106`", "qq"]}]], "Output", + CellChangeTimes->{3.799979880993806*^9, 3.7999806668654003`*^9, + 3.799985885589938*^9, 3.799986678040159*^9}, + CellLabel-> + "Out[829]=",ExpressionUUID->"082594c6-d878-4a22-8ceb-cc27f5344986"], + +Cell[BoxData[ + RowBox[{"0.47778874003957095`", "\[VeryThinSpace]", "-", + FractionBox["0.38659912748118164`", + SuperscriptBox["qq", "3"]], "+", + FractionBox["1.0107934169367168`", + SuperscriptBox["qq", "2"]], "-", + FractionBox["1.101983029495106`", "qq"], "-", + RowBox[{"2.8784404727386046`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"0.0005483161377568605`", "\[VeryThinSpace]", "-", + RowBox[{"0.001796554311524535`", " ", "qq"}], "+", + RowBox[{"0.0022752390811702486`", " ", + SuperscriptBox["qq", "2"]}], "-", + RowBox[{"0.0014172343441761397`", " ", + SuperscriptBox["qq", "3"]}], "+", + RowBox[{"0.0004580279393191327`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.00007243443970932843`", " ", + SuperscriptBox["qq", "5"]}], "+", + RowBox[{"4.639937163761275`*^-6", " ", + SuperscriptBox["qq", "6"]}]}], + SuperscriptBox["qq", "6"]]]}]}]], "Output", + CellChangeTimes->{3.799979880993806*^9, 3.7999806668654003`*^9, + 3.799985885589938*^9, 3.799986678117766*^9}, + CellLabel-> + "Out[830]=",ExpressionUUID->"3239975c-559c-402d-9c0f-83a4a5bfc243"], + +Cell[BoxData[ + RowBox[{"0.47778874003957095`", "\[VeryThinSpace]", "-", + FractionBox["0.38659912748118164`", + SuperscriptBox["qq", "3"]], "+", + FractionBox["1.0107934169367168`", + SuperscriptBox["qq", "2"]], "-", + FractionBox["1.101983029495106`", "qq"], "+", + RowBox[{"2.8784404727386046`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"0.0005483161377568605`", "\[VeryThinSpace]", "-", + RowBox[{"0.001796554311524535`", " ", "qq"}], "+", + RowBox[{"0.0022752390811702486`", " ", + SuperscriptBox["qq", "2"]}], "-", + RowBox[{"0.0014172343441761397`", " ", + SuperscriptBox["qq", "3"]}], "+", + RowBox[{"0.0004580279393191327`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.00007243443970932843`", " ", + SuperscriptBox["qq", "5"]}], "+", + RowBox[{"4.639937163761275`*^-6", " ", + SuperscriptBox["qq", "6"]}]}], + SuperscriptBox["qq", "6"]]]}]}]], "Output", + CellChangeTimes->{3.799979880993806*^9, 3.7999806668654003`*^9, + 3.799985885589938*^9, 3.799986678198991*^9}, + CellLabel-> + "Out[831]=",ExpressionUUID->"c34d702f-2365-454a-9548-01518f273d0b"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"Plot", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"fit22115n", ",", "fit3315n", ",", "fit2115n"}], "}"}], ",", + RowBox[{"{", + RowBox[{"qq", ",", "1", ",", "12"}], "}"}], ",", + RowBox[{"Epilog", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"Point", "[", "datafit22115", "]"}], "}"}], ",", + RowBox[{"{", + RowBox[{"Point", "[", "datafit3315", "]"}], "}"}], ",", + RowBox[{"{", + RowBox[{"Point", "[", "datafit2115", "]"}], "}"}]}], "}"}]}], ",", + RowBox[{"PlotStyle", "\[Rule]", "colors"}], ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"PlotLegends", "\[Rule]", + RowBox[{"Placed", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + "\"\<\!\(\*SubscriptBox[\(A\), \(221\)]\)\>\"", ",", + "\"\<\!\(\*SubscriptBox[\(A\), \(330\)]\)\>\"", ",", + "\"\<\!\(\*SubscriptBox[\(A\), \(220\)]\)\>\"", ",", + "\"\<\!\(\*SubscriptBox[\(A\), \(321\)]\)\>\""}], "}"}], ",", + RowBox[{"{", + RowBox[{"0.9", ",", "0.72"}], "}"}]}], "]"}]}], ",", + RowBox[{"FrameLabel", "->", + RowBox[{"{", + RowBox[{"\"\<q\>\"", ",", "\"\<\!\(\*SubscriptBox[\(A\), \(0\)]\)\>\""}], + "}"}]}], ",", + RowBox[{"ImageSize", "\[Rule]", "Large"}], ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"FrameStyle", "->", + RowBox[{"Directive", "[", + RowBox[{"Black", ",", "Bold", ",", "16"}], "]"}]}], ",", + RowBox[{"LabelStyle", "->", + RowBox[{"Directive", "[", + RowBox[{"Black", ",", "Bold", ",", "16"}], "]"}]}], ",", + RowBox[{"GridLines", "\[Rule]", "Full"}]}], "]"}]], "Input", + CellChangeTimes->{ + 3.790687525253502*^9, {3.790687557253933*^9, 3.790687626971509*^9}, { + 3.7947198181360617`*^9, 3.7947198362021923`*^9}, {3.794800989382749*^9, + 3.794800994042303*^9}}, + CellLabel-> + "In[832]:=",ExpressionUUID->"5314a2a8-2612-429f-85ff-00986b61ee3e"], + +Cell[BoxData[ + TagBox[ + GraphicsBox[{{{{}, {}, + TagBox[ + {RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6], + Opacity[1.], LineBox[CompressedData[" +1:eJwV1Hk8lNsbAHA0FLJvWcoSvZSESkl5TkOylVLJljSRIsoNqVC02ULys1eE +QmQthSylGWJGb5eEIUXb5Fez2JLLPfeP93M+3z+e5ZzznFebdsrZV0RISKgc +f/+t299StwoJcWEjNfpqeggJ0vK3O0gpLiiKvfe+dJ6Egb3TLgXqXPBzb3pj +eomEEPJhsM0mLnh9Vw2Ziidhu5zYgsoOLvTJt6hIpOD4vd6J3525kJT9zPhH +GgnFbxQfJAZxIb/wzn61OySEyp7a4BXBhTX3b2f43yOBuqejdV08F9L9gloS +75Mw2B3JflvEBX30fdz+EY6XeX+isIYLhL7w1LcqXN/JdDq0lQvFVxW5no9x +ve4vcqpDXJDYpxHzugHHS2+/y+FwQTKqgfeqCcfvzjFsnOGCSxBPOKcV12M5 +7TysyIPjbg/O9dJJkJEu7THW4UFtc2Dy1g4S2LsoNBFjHvjvS793qRP3y3wa +UeTAg/091t/vdeN4KQWJs248qJpOL4ohcf1dgRm2fjzwIdWDqX/j+okMXbVQ +HvRa+ImO9uD6XdrVP2J4kDT6TcX3Hc63NAKep/AghiXq3tGH8zm+60q6w4M8 +M5Nzsv24n0Rjd+8yHrxqpGhaDOB+OuO/mtTzoG3mIM9ukIQSyc8hi9p5cDTg +YOo2NglhDiDS28uDR++y85SHcL6ErOT7ozxQE7ao68WW6RRohPN48O7rl8AL +wzifxO5SuwUeGPvMuC75gPuzL96kLsUHd9tY8Ujs0HiRV+NqfFCbjpYawKa+ +9nRu0udDyvknvzRHcD6Jug/JZnzYvfzXJidstp1c4BFrPvwvbsH/OHZJXMCs +qTMf5oP7JE5ih3W8uk7x5sMM/Va6O7aVuJbSu0A+GEckx2/AlrU7f+/BBT6Y +fjzjPYvrsWN71p2L44N6im1yGXZJu9Fz+ww++E/GJDhghy2Js9co4kPtGSVG +H94P1Xa07//VfJBdFVW1F1smdptvcwsf3lr11j3D+2czMvgpLD446g9ay2KX +LOZfpLH5wBESaz3w3/ntdJTawOGDk25yajw+X1mGkH6fqABY65pfvsT3MSTm +8bhYQQCZ0hqf29+TUGrzmHpeWwBiGR4fmvD9WdFPHFq+TQA05QedUb04XqyN +89NeAL3Dp07Z4ftn71gR3uIqAGHlh05ieD7CXr1NPRoigNvfshRd35BgMRNe +4XVZAKtd/BNZLBKE1mh2uaUKoLLZysuMSUJ8SoDonkoBDHz5nj6I5/OOByV8 +67gAli5zuXntBQlHk0rTNv0RAGW5gWZqCwn6rXuqTCUmAJKdh27i+a9edZuj +rz8B6XID607Vk0DnbTyk5DMBcs8+lpXg95Sgyz4ne2YCiseU7A9XkLDnYEy6 +ZMwERFvvCJEsx++/kdUtnDcBU8xrUbbFJPy87kf9OTgBcdtoFz3xe1ZekUUw +9k0CjWlppxWH538PWL+gTULLobLrHtdIyLv82ft58CREjKX8SrlMwurvJtk1 +yZOQqeI5w4kkwbL29dK8zkmo4niwvf8i4Zj9HC/cagq0x+w2h7uT8CTscOPq +9dMw1/Qm2EGfhOw1N2qI7dOw+NXbEkc9EqJG6kt1naZhsNMhxlGHBBt75awV +AdOwf/Ouw7YaJPQuZ4bKF0wD69bFJlNZEibatqyblZ+Bg1aN10em34CJgvK9 +Dv4MKNbkyy5ivIGyiq7rx6tn4a2J54/CY2+go29lpbLWPIhuWae9+XQ30Ai5 +mSmjeVi6tyC/zr8bZsPmoW/bPMSyy9hbfLvBULm/O8NjHrjJNlcd3bshaX/S +r2UZ81CtnFCRa90NzuSMkbr0AtQm1uVzVbuB/ZpZrjm3ABUamd6+DBbMDDcc +UBwXQtrx/VyHtSzo2Tl1TFQghHrMGrdRDFhQWWkcPvVbCJXuF05r1mWBX0xR +9vvFwmjERMcFNFjwTi/5Q+5KYdTyTEPkqCQLak/STuh5CKPw4orz5hwmnJ5d +Emn2WhgxYuxilEuZ8FXJpdC1WAQ1PJJO0zdlgmW4WeRwhQga74+PsDViQvqA +sotPnQhSqnjmH7CaCTZ3+xafposgfYPDu+t1mHBf3y3g+pgIUtlp+POCAhN8 +LDxNn2gtQod/nj2ZONkFn7xpLQpZi5DcfMdJsqEL2A+D2Kw4CtJtoIr77ekC ++U9L0k1uUtDRqQ1B1ru6wHZZgVNaJgVNOAYZ6tp3Qe2VvhduDyjIIPJCGceq +C24cQiVjbRRUVvok+tamLrCUkQ+bXcD5dto2OGt2Qd5fj2VWhYkievbS5HPc +TvA1n6NG0sTQxivl3+czO6Fd4vzsMfUlqKpxSJIm3gkmFmE5Mb/FkcZjxYsv +rr6G0Arajf46SeRoHDpgufw17FJvKz8eKIW25JyV6mvrgNVfCuoMbGWQnt7H +5g/BHfg8zcVvRcsiipdefoJRB+w2ObKmNFgOeQ4o+Nb8bIep0Rc+hw7JI/Jo +W1xbXTskPs21MTJXQAcSZf294tuhsHHj8kxCEd1d66oa59UOpZ9scjXFlBD1 +4Mum3+btsH6ziiyaVkKX9EQHgpTb4Zq4Ts7cqDIaseAMLptmAH2ukPWuRQXV +rqr+cZfNgDjNr1N2lctQmuhTpxsvGGDuk88YSFZFWz4fNj5SxoAa3fSKxQFq +yDHKJOF0JgMqFe0Tma7qaH44JCvjCgOyV4XJVZlpIG/pBF7yGQYsPn4kYS2x +HBEUsdQbNAZY6l3XsFFYgYzKZScN9jGARtFzifi1Ao28fPl1cAcDxBVirjgM +ayInc01W6GYGdOc/XJvrpYXaiiwq/jZkwMLZmsKRTi3kIz51ZrUOA7if1dKD +qdroSnHsc3cVBrz3afKQq9JGD+gy2zlSDIi+0Jrzj74OWjaeEryPwgDtAqHK +mUwdFGFl0Tv+hw73lwx1t4qtRJa6zrqrJ+gwLqrq3xe5Er16GXR26zgdDBRv +vv8zvhKN5mpcpH6mA1F/vPWkry5qcY5maQ7TQeLO0OOHg7pIWsl1+HIfHcZS +k6J+2+khz2abveUkHS5q3m291aqHOKd/u5V30kHu+Y/3W01WoTKg6B2i0yE2 +s/dPzZ1VKPVt1IJfKx1aJTWzzioRqNf1AmHfSMf/gUIJ+ysEsmmjVjXV0WEn +2+PT5msEStBY/7EU+46+Qj0RSyCXHqpSBrZja/QJ0UQCKSY0xJ3CLuF7tbfc +IlCZPbdAC5t2QPXapgICGW1xz738hA49aknCei8IlJM2kub4mA5r/Hb0K7QR +KG1RoI05dkzNXKUInUBSPP4fPWxjxwDvkQ4CMYu//LVQS4cbkbbNOSSBkhx3 +pVRj24yIRMp/JFB1j3KsKvZtw/r9wqMEWhFaFS6GPREebMgdI9AT+/WBgho6 +3JMbGWR+I1C/3LcjTOwF6vMtcVwCpSRNnYvGdkkOkQ/nE2hh38O4IOxHg2s4 +xyYI5OZsedsD2zMkO8t6hkDZl2e7N2LXtOwNXj9LIP8I7V862BJS4nY6cwT6 +ba4jL4t9xK1FS26eQDvy/mz+p5oOT4vOziwsEKjmVtlRDva/O4ZJZA== + "]]}, + Annotation[#, "Charting`Private`Tag$433262#1"]& ], + TagBox[ + {RGBColor[0.880722, 0.611041, 0.142051], AbsoluteThickness[1.6], + Opacity[1.], LineBox[CompressedData[" +1:eJwVzns01PkfBvChyLVtBpP7jMv4tpHNUetSvD9LO2HJohWR25ZLpLRubU1S +TkqD0v5y19ohrUumyGpqy9iG0TZNLjPzJexk2mrRJmTGEDu/P57znNd5/nms +4o4GH1InEAjJqvy/vxrw2kkgzACB0BVPfn/Mcz2puq9fX+Uw6h0bjUAYCZKH +ssxU3vUplaeIgvT+pjS6i8qiDZxoaSrcfG7YwEydAbQ9pPin1tOwXviaaDKm +2tmm6syAIhj9s+CNE+cDUAmsO4sXqiGTN1DyffochC0pW1o1m2GHIrs16twc +SHnja7b90AwEe8rT8JI5QJPdUYF/NUPB5WSNb9lzwPYxqfPvaIGaiLXZO6fn +gJoxT0yJboWeD9sPGB2ch5i8M1V+gbeBbFmO9YZ8hAv9srSmpHboyIx+sNlZ +Ds05wiMnyRyosC9sw76Sw9t0LdcwTw6clnIabQPl4CqQbibFc4DuRy63TJbD +z/ZsW8u7HBBZCDJILDm0dzqUVwTdh/nH7l8oSQrge28qpec9ACcD8i99swqI +eatGTul/CM2tT/MT7yhh5J2VhedFLvjrpSJKlxJ2vWC46pdz4V3iZ4sigRKo +hVMtwptccLQOPuz9jxL2SnzGHflcYP8k8bekLkGz15mhfZrd0HZigjhUuATM +2fzR6DPdwPFWVELSMrTX57ixkv+APokNm0xdAdsIWmmlFQ/iMKJiwXEFJi7t +z334BQ+UmSsg8ViB9SR3fbEHDxzIw8LSiBU4HlDhIQvnQdHeovfGpSsg3pgR +n3WFB8H9Ckez9avws/Gpp1dWeDD6RNBCWV6FSOMpU9nzHlCM3//OcJqAjmYZ +6sSH8WFo90K8xhwBbRvwVqd/zwc2e2v2wiIBHV5VZlqm8iHhbH0Fvk4NhTyb +mOs8xwcxrfivKhs1dNz3oc7/bvGhPSUuiRahhrq3v143o94Hx5RajC+fqKGY +bK1v4m70wRuj0Lqwm+qIcZIJ9cNPYLQpdfTZxbVo8mtOThVNAIfclr0YcZrI +rvdR7imiEPg6PyrjzbSQ8n1Ez/XA5+C0I7Py7KI2Mh900XLR64eM1rjC4d90 +0YJXqenuhn4IMHvcknhEH7UalpeMOA7A5tes3z73+QwlmdybPnxnQPXHTftq +7ga0r5Mi5FIHYY9TrH1jGhEFky0UfcxBWJB1HzxwgIT80uaNu6cHgdlZRXd0 +M0ARfh8bjnsOQd2D7RZlmCHyP+L/qqJ4CBon6FUUTSNU4i0ocBYNgbPrxg1I +boSmo1u82kxFcF7bunJZRkb+CZ0WteEi6Fmueybu2ohyFgO6LC6L4CLlzYIv +2xg5Ld7lk3pF4Hawtnek2ASNe06lvlkQQZvttdZ1yabIYfSJ+rC1GNiGfkxB +mBnS1YzVzQ8UQ4VdJvH2l+ZI/1Znb2OmGNYlxl7aglmgmDX7zhXWiMGTlm9O +N7BEkSG+96L+EEPcWlroqfeWyF032+WpTAzaBmfzvhmnoEculQ16GhIQ1jZt +qYqioo7JemmqtQRWs9rqpH9S0axHg1LgIYGZv02vpXlZoZiEX+fX7pcAfvBh +BPG2Fcrb1jmt94MEck9yKz9tskaTdrIOKVMCViwCW1FmjUwYtVYjLAnc0BoT +cjVt0Jhw6n7MPQlMa5gcljBsEPPbd3qtQgl8bngFX5q2QXkF1abXZBLAOInc +lEO2KD4y5LqrQgI6NWN3m17YonGNo/Vluji8Kik6vehLQ9Jjr8j/muOQQ7nO +vcqlodr9LWVyRxyIv0/hO53s0H72ZaU14HChTLTUVmOHmgIcsw7twYGrSynP +MsLQ7puRjSFROMwU1+n45WHoduleC1YKDrtHIyZcz2OIsVIpealyzSYDDnYB +Q+1hgnzqERz8ublJGkwMpV+X91Wr/OtsFL/rKoboIbdEpak4xH1nct6FhSE5 +u0uv4BgOQ6ZFarRuDN0Yc9ZJSMfBPuHrYYPHGBL7xZyvU/ls2zJbvQdDBz52 +K16qvNU/OUbahyGD8G1dkRk4FDJ8HlX2Y0jnstZIUCYOdKk6g/QSQ94Kxg73 +bByqHTh71WQYqhqxNc9SeT47zWHmFYZiV+3m2lT+hSh9IXiLoVEXet6WEzis +ev3ufnEGQ+rBW52pP+IQWpxOyp7FkL37h55IlW+9sJ+Mn8dQTC0lqFzlyPSK +8l0KDF37JPAhncShrSsozVmJIesTwR17VNbR1/a1XsZQ/5kA00sqx4Z3UYkr +GLIM5ab3qtxZn6VYXcXQoBubt+YUDv8BVhEswQ== + "]]}, + Annotation[#, "Charting`Private`Tag$433262#2"]& ], + TagBox[ + {RGBColor[0.560181, 0.691569, 0.194885], AbsoluteThickness[1.6], + Opacity[1.], LineBox[CompressedData[" +1:eJwVznk81HkYwPEhOUZhMOQoY8SPVFa6RJ4nL81GKqnkSKRLSaXVsEkbta6V +RIc77YyIcjRbWWFnJBGZcYyZX2RFqt30ylWmUva3f3xfz/N+fZ4/vuYhx7z3 +K9NoNF/q/T/Xdbo602ijQK1G8vEjLlq6+S0dcyn3HeTZHPKA51unfHgmlPfW +OpW4+UNkR1kEZ9UonH3MlVd+OwQlEv3i1KNULy9PO879GbTErxlGL6ieOqDW ++ksS9LWmvLGvGYPjWwydrQavwi3N4chZzWMgRGtGcdw14G4EZal0DCRx9Z+0 +WVmg3TphGj02BsEhPleq/LLB9eku73rrcShU3AnpEObCrealdR7XxiGp/5/A +M/aFwH3cmbE3cgK8tg0vOpjCBydFdMXucxMgfJEQJOnkA83WrM0vYwIk0vZ3 +g8ZFkJIeNturkrof4jXTS4ugIEAl2nmE6rrF2zIab0LT2IpA5r5JOJvN3vn4 +XQkYLMgmnmz7CL6xUGeieQfuc4NqFzlMge8eXeFU4F24XdGWGHr3C+hYG8+4 +v6yGFplFpQHrO7TRDja1FtWDov/hDv0RGu4aYRMuNg3whunD9y1RRtf+qAUv +LzZCX9nRvvZkFay/fMDuzLsm2O847RoboopvJx+5r53VAs30U18OmKij8fB3 +paKWp2DvxM2N/6yB81wejYWntMHJipAL5ANN7CyofSRQb4dNJo13QsPnohCf +nRsMFsOi17wHNhu0sc/769b3ARI4/sVRIzNOB8uGeOvsPkhgs/0e29IIBv4h +3ll0JL4DPg017AsM1MUmlXTFE7VOSK3O4yx11EPvRP8Ch5hO4NeumJ9F6GMa +e4Vd/odOKB3k5JmpMnFF8UC4dHsXOKw21MEpJgaHBaYve9gFCRrs3OkhA0z6 +arN0Zl43NE3z23uEhrjIvy2VEdYNyWZvPrlXzsPIK+HPi+u7wXHfjSfPLxrh +38DK0VGXgmDh1Qq1MGNk85rWzfWUQqW+R+ozXxOskpzyvn9JCjlWXEbVSlM8 +nxBcsUQsBbXQPb8tIebj4aBgdxetHnCxTDTl6C1AK5rgfc+GHghRsfQ5/WEB +ekmiHESne0BDL/78xn4zXM3ZsNr9bg+Ib5QtydvNQs+wp+tkL3tgJkrAH2hl +oVtbXYeflgxGh42vRria48Y1wQ4nnGUg31cfwKgyx9tDOrd/3S+DuBhR7jdr +NuYfcMtgpsvAnEerVGSxMee93NTovgxuqr8Qi1QtsLBQfEtOymBkttFhWawF +0oOsbVVnZGCjf0n+dcQCuYKI8i0sORA1oaIj+xeieUCe8airHOgFL+6V9S7E ++ZclWWl75fAqI+3MZ3dLdEj0Le06K4dfzK6LMkWWuJ4T7RR0XQ6MundyZ3sr +7Ne/frm7Rg5JWdKvggIrPKEI8xZ3y0GkaZYdxSSQnbLy7cwHOYxe5NM9zhO4 ++bxnb4w6CT/2BQyuTiDQajln8xvKBdZ6NUQSgV7LtKq8NUjwFMUdmp1K4LIy +Q44NnYRb47ubhZkEhmzilks1SQjZYZSwikeg5M/UGFttErqN05QsGwh8ZefI +amWSYHtwPanXSOBk36fM5QYkxAumK5WbCHT0/ziVT/kHz7DggRaqtzekHzck +4ULshr9yO6j/lCqpMo1I4Awox+q+JNBvjqlygCkJ+YtrtisNEXi0OjnmEeXJ +6IjFo68IDB86Nmw7n4TfGQO9z94SqHVGkDJNeca1bk3yKIFuKtEm+WYk+FyM +1I0eJ3Dtew2j2SwSyntt/z0wSWDWUzu1cMq7InOy3RQE0unr7zmbkyAQbo1w ++EJg2Fqnk3zK9Lka7uxpAhvVuiznsEnY4ydkMb4TuEas/eQnytVFUYqZGQIn +FJO+vZT/A4ejjYg= + "]]}, + Annotation[#, "Charting`Private`Tag$433262#3"]& ]}, {}}, InsetBox[ + TemplateBox[{ + "\"\\!\\(\\*SubscriptBox[\\(A\\), \\(221\\)]\\)\"", + "\"\\!\\(\\*SubscriptBox[\\(A\\), \\(330\\)]\\)\"", + "\"\\!\\(\\*SubscriptBox[\\(A\\), \\(220\\)]\\)\"", + "\"\\!\\(\\*SubscriptBox[\\(A\\), \\(321\\)]\\)\""}, + "LineLegend", + DisplayFunction->(FormBox[ + StyleBox[ + StyleBox[ + PaneBox[ + TagBox[ + GridBox[{{ + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]], { + LineBox[{{0, 10}, {20, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]], {}}}, + AspectRatio -> Full, ImageSize -> {20, 10}, + PlotRangePadding -> None, ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #}, { + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]], { + LineBox[{{0, 10}, {20, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]], {}}}, + AspectRatio -> Full, ImageSize -> {20, 10}, + PlotRangePadding -> None, ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #2}, { + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], { + LineBox[{{0, 10}, {20, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], {}}}, + AspectRatio -> Full, ImageSize -> {20, 10}, + PlotRangePadding -> None, ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #3}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"]}}, + GridBoxAlignment -> {"Columns" -> {{Left}}, "Rows" -> {{Top}}}, + AutoDelete -> False, + GridBoxItemSize -> { + "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, + GridBoxSpacings -> {"Columns" -> {{1}}, "Rows" -> {{0}}}], + "Grid"], Alignment -> Left, AppearanceElements -> None, + ImageMargins -> {{5, 5}, {5, 5}}, ImageSizeAction -> + "ResizeToFit"], LineIndent -> 0, StripOnInput -> False], { + Directive[ + GrayLevel[0], Bold, 16], FontFamily -> "Arial"}, Background -> + Automatic, StripOnInput -> False], TraditionalForm]& ), + Editable->True, + InterpretationFunction:>(RowBox[{"LineLegend", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.368417, 0.506779, 0.709798], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.24561133333333335`, 0.3378526666666667, + 0.4731986666666667], FrameTicks -> None, PlotRangePadding -> + None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.368417`", ",", "0.506779`", ",", "0.709798`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.368417, 0.506779, 0.709798]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.368417, 0.506779, 0.709798], Editable -> False, + Selectable -> False]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.880722, 0.611041, 0.142051], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.587148, 0.40736066666666665`, 0.09470066666666668], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.880722`", ",", "0.611041`", ",", "0.142051`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.880722, 0.611041, 0.142051]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.880722, 0.611041, 0.142051], Editable -> False, + Selectable -> False]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.560181, 0.691569, 0.194885], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.37345400000000006`, 0.461046, 0.12992333333333334`], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.560181`", ",", "0.691569`", ",", "0.194885`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.560181, 0.691569, 0.194885]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.560181, 0.691569, 0.194885], Editable -> False, + Selectable -> False]}], "]"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{#, ",", #2, ",", #3, ",", #4}], "}"}], ",", + RowBox[{"LegendMarkers", "\[Rule]", "None"}], ",", + RowBox[{"LabelStyle", "\[Rule]", + RowBox[{"Directive", "[", + RowBox[{ + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + GrayLevel[0], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> GrayLevel[0.], FrameTicks -> None, + PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"GrayLevel", "[", "0", "]"}], NumberMarks -> + False]], Appearance -> None, BaseStyle -> {}, + BaselinePosition -> Baseline, DefaultBaseStyle -> {}, + ButtonFunction :> With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + GrayLevel[0]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["GrayLevelColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + GrayLevel[0], Editable -> False, Selectable -> False], ",", + "Bold", ",", "16"}], "]"}]}], ",", + RowBox[{"LegendLayout", "\[Rule]", "\"Column\""}]}], "]"}]& )], + Scaled[{0.9, 0.72}], ImageScaled[{0.5, 0.5}], + BaseStyle->{FontSize -> Larger}, + FormatType->StandardForm]}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->{True, True}, + AxesLabel->{None, None}, + AxesOrigin->{1., 0}, + DisplayFunction->Identity, + Epilog->{{ + PointBox[CompressedData[" +1:eJxTTMoPSmViYGAQA2IQfamJEUh+sE8o+/9hTftF+2Y9XTB/L8OKmAv+F+39 +Gf7+////s/0C1ww7nwsX7TniY4HyP+zb/quZxVdetN9cdNDyvv9f+/+uSotT +Jc/bz18rATLQ4cJF6V/z+8/aB2qmia9rZ3IoMmw3C248a//t0RugecwOzp03 +9JhenLbfoRakFMPP4rCC+R/rwcNn7Au1eYHaORzEV0cURjGdsU9+L8kM4qe2 +9x27lHHa/pgyJ1Cex0Fq2bIrtv9O2stsm7Pn/39+B21PP5nDE0/anzP79x/E +rxUo1w9+dMLeQ0sGqF7EId1M9Yvl3BP2kj6HgfKiDuuXP/n5ZMcJ+4XT1v/4 +9l/cIcX2Ae9zp+P2/e6SQAskHOSPPTdZffK4vflkkHdkHF6kb3+1/eEx+9g7 +fYe+dig4tDG3cl7KO25v1CkJlFdymONWKTP/zjH7OJ8tQPOVHbQXLYo2nHrM +HgBt2pxf + "]]}, { + PointBox[CompressedData[" +1:eJxTTMoPSmViYGAQA2IQfamJEUh+sP+1w4fnqX+KXbOeLpi/l4ff7d2tMDt/ +hr//////bC91vGDhm7wN9hzxsUD5H/acvVPiN5rssd9cdNDyvv9fe4WqLIOM +V0fs56+VABnoMD16j/zulOP2gZpp4uvamRyCN7E+Ndpyyv7bozdA85gdor9+ +LRHfdsJ+h1qQUgw/i8MbY4Gun6pn7Qu1eYHaORx6Zu545Jp03j75vSQziL/P +pru1Z/UF+2PKnEB5HodrbhtuFLJetpfZNmfP///8Drtt9W4wyly2P2f27z+I +n1/TJqwpd9neQ0sGqF7E4dLJs41vza7YS/ocBsqLOmRMjfZxen3FfuG09T++ +/Rd3sGmXcozdftW+310SaIGEQ6uQdWT+6qv25pNB3pFxWLplW15v4TX72Dt9 +h752KDgI62Qa3Fa/bm/UKQmUV3KwmV/P45963T7OZwvQfGWHpq2tzPcuXrcH +AB8HmAQ= + "]]}, { + PointBox[CompressedData[" +1:eJxTTMoPSmViYGAQA2IQfamJEUh+sD8W4S//YHWcXbOeLpj/0qxeRzIi386f +4e////8/28sxHr3jdX+pPUd8LFD+h/3tyx7P419vtt9cdNDyvv9f+7fB+8z5 +evbaz18rATLQgfncd72obwfsAzXTxNe1MzkcVr1k3dF8xP7bozdA85gdXmtu +ff1O8Jj9DrUgpRh+FgfOE9lC62Ycsy/U5gVq53Ao81m6UG3pKfvk95LMIH5+ +3Keu4tOn7I8pcwLleRx8tvxb/TPlnL3Mtjl7/v/nd+j99Pmt9YwL9ufM/v0H +8TPuXtmlVXTB3kNLBqhexKFx3SOfCasv2Uv6HAbKizrwv3MNaV122X7htPU/ +vv0Xd4iY8CJDadUV+353SaAFEg4LX91oCq67Ym8+GeQdGYdjn1dnxs+/ah97 +p+/Q1w4FhyPh6ltyPlyzN+qUBMorOfxwUQoR675uH+ezBWi+ssPpF2qlXSE3 +7AFWFKDe + "]]}}, + Frame->{{True, True}, {True, True}}, + FrameLabel->{{ + FormBox[ + "\"\\!\\(\\*SubscriptBox[\\(A\\), \\(0\\)]\\)\"", TraditionalForm], + None}, { + FormBox["\"q\"", TraditionalForm], None}}, + FrameStyle->Directive[ + GrayLevel[0], Bold, 16], + FrameTicks->FrontEndValueCache[{{Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}, {Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}}, {{Automatic, {{0., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {0.1, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {0.2, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {0.3, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {0.4, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {-0.1, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.08, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.06, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.04, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.02, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.02, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.04, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.06, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.08, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.12, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.14, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.16, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.18, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.22, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.24, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.26, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.28, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.32, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.34, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.36, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.38, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.42, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.44, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.46, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.48, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}}}, {Automatic, {{2., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {4., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {6., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {8., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {10., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {12., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {0., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {4.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {5., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {5.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {6.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {8.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {9., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {9.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {10.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {11., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {11.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {12.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {13., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {13.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {14., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}}}}], + GridLines-> + FrontEndValueCache[{ + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& , + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& }, {{{ + 2., + Directive[ + AbsoluteThickness[0.1]]}, {4., + Directive[ + AbsoluteThickness[0.1]]}, {6., + Directive[ + AbsoluteThickness[0.1]]}, {8., + Directive[ + AbsoluteThickness[0.1]]}, {10., + Directive[ + AbsoluteThickness[0.1]]}, {12., + Directive[ + AbsoluteThickness[0.1]]}, {0., + Directive[ + AbsoluteThickness[0.1]]}, {0.5, + Directive[ + AbsoluteThickness[0.1]]}, {1., + Directive[ + AbsoluteThickness[0.1]]}, {1.5, + Directive[ + AbsoluteThickness[0.1]]}, {2.5, + Directive[ + AbsoluteThickness[0.1]]}, {3., + Directive[ + AbsoluteThickness[0.1]]}, {3.5, + Directive[ + AbsoluteThickness[0.1]]}, {4.5, + Directive[ + AbsoluteThickness[0.1]]}, {5., + Directive[ + AbsoluteThickness[0.1]]}, {5.5, + Directive[ + AbsoluteThickness[0.1]]}, {6.5, + Directive[ + AbsoluteThickness[0.1]]}, {7., + Directive[ + AbsoluteThickness[0.1]]}, {7.5, + Directive[ + AbsoluteThickness[0.1]]}, {8.5, + Directive[ + AbsoluteThickness[0.1]]}, {9., + Directive[ + AbsoluteThickness[0.1]]}, {9.5, + Directive[ + AbsoluteThickness[0.1]]}, {10.5, + Directive[ + AbsoluteThickness[0.1]]}, {11., + Directive[ + AbsoluteThickness[0.1]]}, {11.5, + Directive[ + AbsoluteThickness[0.1]]}, {12.5, + Directive[ + AbsoluteThickness[0.1]]}, {13., + Directive[ + AbsoluteThickness[0.1]]}, {13.5, + Directive[ + AbsoluteThickness[0.1]]}, {14., + Directive[ + AbsoluteThickness[0.1]]}}, {{0., + Directive[ + AbsoluteThickness[0.1]]}, {0.1, + Directive[ + AbsoluteThickness[0.1]]}, {0.2, + Directive[ + AbsoluteThickness[0.1]]}, {0.3, + Directive[ + AbsoluteThickness[0.1]]}, {0.4, + Directive[ + AbsoluteThickness[0.1]]}, {-0.1, + Directive[ + AbsoluteThickness[0.1]]}, {-0.08, + Directive[ + AbsoluteThickness[0.1]]}, {-0.06, + Directive[ + AbsoluteThickness[0.1]]}, {-0.04, + Directive[ + AbsoluteThickness[0.1]]}, {-0.02, + Directive[ + AbsoluteThickness[0.1]]}, {0.02, + Directive[ + AbsoluteThickness[0.1]]}, {0.04, + Directive[ + AbsoluteThickness[0.1]]}, {0.06, + Directive[ + AbsoluteThickness[0.1]]}, {0.08, + Directive[ + AbsoluteThickness[0.1]]}, {0.12, + Directive[ + AbsoluteThickness[0.1]]}, {0.14, + Directive[ + AbsoluteThickness[0.1]]}, {0.16, + Directive[ + AbsoluteThickness[0.1]]}, {0.18, + Directive[ + AbsoluteThickness[0.1]]}, {0.22, + Directive[ + AbsoluteThickness[0.1]]}, {0.24, + Directive[ + AbsoluteThickness[0.1]]}, {0.26, + Directive[ + AbsoluteThickness[0.1]]}, {0.28, + Directive[ + AbsoluteThickness[0.1]]}, {0.32, + Directive[ + AbsoluteThickness[0.1]]}, {0.34, + Directive[ + AbsoluteThickness[0.1]]}, {0.36, + Directive[ + AbsoluteThickness[0.1]]}, {0.38, + Directive[ + AbsoluteThickness[0.1]]}, {0.42, + Directive[ + AbsoluteThickness[0.1]]}, {0.44, + Directive[ + AbsoluteThickness[0.1]]}, {0.46, + Directive[ + AbsoluteThickness[0.1]]}, {0.48, + Directive[ + AbsoluteThickness[0.1]]}, {0.5, + Directive[ + AbsoluteThickness[0.1]]}}}], + GridLinesStyle->Directive[ + GrayLevel[0.5, 0.4]], + ImagePadding->All, + ImageSize->Large, + LabelStyle->Directive[ + GrayLevel[0], Bold, 16], + Method->{ + "DefaultBoundaryStyle" -> Automatic, + "DefaultGraphicsInteraction" -> { + "Version" -> 1.2, "TrackMousePosition" -> {True, False}, + "Effects" -> { + "Highlight" -> {"ratio" -> 2}, "HighlightPoint" -> {"ratio" -> 2}, + "Droplines" -> { + "freeformCursorMode" -> True, + "placement" -> {"x" -> "All", "y" -> "None"}}}}, + "DefaultMeshStyle" -> AbsolutePointSize[6], "ScalingFunctions" -> None, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}}, + PlotRange->{{1, 12}, {0., 0.3927524918289144}}, + PlotRangeClipping->True, + PlotRangePadding->{{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.05], + Scaled[0.05]}}, + Ticks->{Automatic, Automatic}], + InterpretTemplate[Legended[ + Graphics[{{{{}, {}, + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]], + Line[CompressedData[" +1:eJwV1Hk8lNsbAHA0FLJvWcoSvZSESkl5TkOylVLJljSRIsoNqVC02ULys1eE +QmQthSylGWJGb5eEIUXb5Fez2JLLPfeP93M+3z+e5ZzznFebdsrZV0RISKgc +f/+t299StwoJcWEjNfpqeggJ0vK3O0gpLiiKvfe+dJ6Egb3TLgXqXPBzb3pj +eomEEPJhsM0mLnh9Vw2Ziidhu5zYgsoOLvTJt6hIpOD4vd6J3525kJT9zPhH +GgnFbxQfJAZxIb/wzn61OySEyp7a4BXBhTX3b2f43yOBuqejdV08F9L9gloS +75Mw2B3JflvEBX30fdz+EY6XeX+isIYLhL7w1LcqXN/JdDq0lQvFVxW5no9x +ve4vcqpDXJDYpxHzugHHS2+/y+FwQTKqgfeqCcfvzjFsnOGCSxBPOKcV12M5 +7TysyIPjbg/O9dJJkJEu7THW4UFtc2Dy1g4S2LsoNBFjHvjvS793qRP3y3wa +UeTAg/091t/vdeN4KQWJs248qJpOL4ohcf1dgRm2fjzwIdWDqX/j+okMXbVQ +HvRa+ImO9uD6XdrVP2J4kDT6TcX3Hc63NAKep/AghiXq3tGH8zm+60q6w4M8 +M5Nzsv24n0Rjd+8yHrxqpGhaDOB+OuO/mtTzoG3mIM9ukIQSyc8hi9p5cDTg +YOo2NglhDiDS28uDR++y85SHcL6ErOT7ozxQE7ao68WW6RRohPN48O7rl8AL +wzifxO5SuwUeGPvMuC75gPuzL96kLsUHd9tY8Ujs0HiRV+NqfFCbjpYawKa+ +9nRu0udDyvknvzRHcD6Jug/JZnzYvfzXJidstp1c4BFrPvwvbsH/OHZJXMCs +qTMf5oP7JE5ih3W8uk7x5sMM/Va6O7aVuJbSu0A+GEckx2/AlrU7f+/BBT6Y +fjzjPYvrsWN71p2L44N6im1yGXZJu9Fz+ww++E/GJDhghy2Js9co4kPtGSVG +H94P1Xa07//VfJBdFVW1F1smdptvcwsf3lr11j3D+2czMvgpLD446g9ay2KX +LOZfpLH5wBESaz3w3/ntdJTawOGDk25yajw+X1mGkH6fqABY65pfvsT3MSTm +8bhYQQCZ0hqf29+TUGrzmHpeWwBiGR4fmvD9WdFPHFq+TQA05QedUb04XqyN +89NeAL3Dp07Z4ftn71gR3uIqAGHlh05ieD7CXr1NPRoigNvfshRd35BgMRNe +4XVZAKtd/BNZLBKE1mh2uaUKoLLZysuMSUJ8SoDonkoBDHz5nj6I5/OOByV8 +67gAli5zuXntBQlHk0rTNv0RAGW5gWZqCwn6rXuqTCUmAJKdh27i+a9edZuj +rz8B6XID607Vk0DnbTyk5DMBcs8+lpXg95Sgyz4ne2YCiseU7A9XkLDnYEy6 +ZMwERFvvCJEsx++/kdUtnDcBU8xrUbbFJPy87kf9OTgBcdtoFz3xe1ZekUUw +9k0CjWlppxWH538PWL+gTULLobLrHtdIyLv82ft58CREjKX8SrlMwurvJtk1 +yZOQqeI5w4kkwbL29dK8zkmo4niwvf8i4Zj9HC/cagq0x+w2h7uT8CTscOPq +9dMw1/Qm2EGfhOw1N2qI7dOw+NXbEkc9EqJG6kt1naZhsNMhxlGHBBt75awV +AdOwf/Ouw7YaJPQuZ4bKF0wD69bFJlNZEibatqyblZ+Bg1aN10em34CJgvK9 +Dv4MKNbkyy5ivIGyiq7rx6tn4a2J54/CY2+go29lpbLWPIhuWae9+XQ30Ai5 +mSmjeVi6tyC/zr8bZsPmoW/bPMSyy9hbfLvBULm/O8NjHrjJNlcd3bshaX/S +r2UZ81CtnFCRa90NzuSMkbr0AtQm1uVzVbuB/ZpZrjm3ABUamd6+DBbMDDcc +UBwXQtrx/VyHtSzo2Tl1TFQghHrMGrdRDFhQWWkcPvVbCJXuF05r1mWBX0xR +9vvFwmjERMcFNFjwTi/5Q+5KYdTyTEPkqCQLak/STuh5CKPw4orz5hwmnJ5d +Emn2WhgxYuxilEuZ8FXJpdC1WAQ1PJJO0zdlgmW4WeRwhQga74+PsDViQvqA +sotPnQhSqnjmH7CaCTZ3+xafposgfYPDu+t1mHBf3y3g+pgIUtlp+POCAhN8 +LDxNn2gtQod/nj2ZONkFn7xpLQpZi5DcfMdJsqEL2A+D2Kw4CtJtoIr77ekC ++U9L0k1uUtDRqQ1B1ru6wHZZgVNaJgVNOAYZ6tp3Qe2VvhduDyjIIPJCGceq +C24cQiVjbRRUVvok+tamLrCUkQ+bXcD5dto2OGt2Qd5fj2VWhYkievbS5HPc +TvA1n6NG0sTQxivl3+czO6Fd4vzsMfUlqKpxSJIm3gkmFmE5Mb/FkcZjxYsv +rr6G0Arajf46SeRoHDpgufw17FJvKz8eKIW25JyV6mvrgNVfCuoMbGWQnt7H +5g/BHfg8zcVvRcsiipdefoJRB+w2ObKmNFgOeQ4o+Nb8bIep0Rc+hw7JI/Jo +W1xbXTskPs21MTJXQAcSZf294tuhsHHj8kxCEd1d66oa59UOpZ9scjXFlBD1 +4Mum3+btsH6ziiyaVkKX9EQHgpTb4Zq4Ts7cqDIaseAMLptmAH2ukPWuRQXV +rqr+cZfNgDjNr1N2lctQmuhTpxsvGGDuk88YSFZFWz4fNj5SxoAa3fSKxQFq +yDHKJOF0JgMqFe0Tma7qaH44JCvjCgOyV4XJVZlpIG/pBF7yGQYsPn4kYS2x +HBEUsdQbNAZY6l3XsFFYgYzKZScN9jGARtFzifi1Ao28fPl1cAcDxBVirjgM +ayInc01W6GYGdOc/XJvrpYXaiiwq/jZkwMLZmsKRTi3kIz51ZrUOA7if1dKD +qdroSnHsc3cVBrz3afKQq9JGD+gy2zlSDIi+0Jrzj74OWjaeEryPwgDtAqHK +mUwdFGFl0Tv+hw73lwx1t4qtRJa6zrqrJ+gwLqrq3xe5Er16GXR26zgdDBRv +vv8zvhKN5mpcpH6mA1F/vPWkry5qcY5maQ7TQeLO0OOHg7pIWsl1+HIfHcZS +k6J+2+khz2abveUkHS5q3m291aqHOKd/u5V30kHu+Y/3W01WoTKg6B2i0yE2 +s/dPzZ1VKPVt1IJfKx1aJTWzzioRqNf1AmHfSMf/gUIJ+ysEsmmjVjXV0WEn +2+PT5msEStBY/7EU+46+Qj0RSyCXHqpSBrZja/QJ0UQCKSY0xJ3CLuF7tbfc +IlCZPbdAC5t2QPXapgICGW1xz738hA49aknCei8IlJM2kub4mA5r/Hb0K7QR +KG1RoI05dkzNXKUInUBSPP4fPWxjxwDvkQ4CMYu//LVQS4cbkbbNOSSBkhx3 +pVRj24yIRMp/JFB1j3KsKvZtw/r9wqMEWhFaFS6GPREebMgdI9AT+/WBgho6 +3JMbGWR+I1C/3LcjTOwF6vMtcVwCpSRNnYvGdkkOkQ/nE2hh38O4IOxHg2s4 +xyYI5OZsedsD2zMkO8t6hkDZl2e7N2LXtOwNXj9LIP8I7V862BJS4nY6cwT6 +ba4jL4t9xK1FS26eQDvy/mz+p5oOT4vOziwsEKjmVtlRDva/O4ZJZA== + "]]}, + "Charting`Private`Tag$433262#1"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]], + Line[CompressedData[" +1:eJwVzns01PkfBvChyLVtBpP7jMv4tpHNUetSvD9LO2HJohWR25ZLpLRubU1S +TkqD0v5y19ohrUumyGpqy9iG0TZNLjPzJexk2mrRJmTGEDu/P57znNd5/nms +4o4GH1InEAjJqvy/vxrw2kkgzACB0BVPfn/Mcz2puq9fX+Uw6h0bjUAYCZKH +ssxU3vUplaeIgvT+pjS6i8qiDZxoaSrcfG7YwEydAbQ9pPin1tOwXviaaDKm +2tmm6syAIhj9s+CNE+cDUAmsO4sXqiGTN1DyffochC0pW1o1m2GHIrs16twc +SHnja7b90AwEe8rT8JI5QJPdUYF/NUPB5WSNb9lzwPYxqfPvaIGaiLXZO6fn +gJoxT0yJboWeD9sPGB2ch5i8M1V+gbeBbFmO9YZ8hAv9srSmpHboyIx+sNlZ +Ds05wiMnyRyosC9sw76Sw9t0LdcwTw6clnIabQPl4CqQbibFc4DuRy63TJbD +z/ZsW8u7HBBZCDJILDm0dzqUVwTdh/nH7l8oSQrge28qpec9ACcD8i99swqI +eatGTul/CM2tT/MT7yhh5J2VhedFLvjrpSJKlxJ2vWC46pdz4V3iZ4sigRKo +hVMtwptccLQOPuz9jxL2SnzGHflcYP8k8bekLkGz15mhfZrd0HZigjhUuATM +2fzR6DPdwPFWVELSMrTX57ixkv+APokNm0xdAdsIWmmlFQ/iMKJiwXEFJi7t +z334BQ+UmSsg8ViB9SR3fbEHDxzIw8LSiBU4HlDhIQvnQdHeovfGpSsg3pgR +n3WFB8H9Ckez9avws/Gpp1dWeDD6RNBCWV6FSOMpU9nzHlCM3//OcJqAjmYZ +6sSH8WFo90K8xhwBbRvwVqd/zwc2e2v2wiIBHV5VZlqm8iHhbH0Fvk4NhTyb +mOs8xwcxrfivKhs1dNz3oc7/bvGhPSUuiRahhrq3v143o94Hx5RajC+fqKGY +bK1v4m70wRuj0Lqwm+qIcZIJ9cNPYLQpdfTZxbVo8mtOThVNAIfclr0YcZrI +rvdR7imiEPg6PyrjzbSQ8n1Ez/XA5+C0I7Py7KI2Mh900XLR64eM1rjC4d90 +0YJXqenuhn4IMHvcknhEH7UalpeMOA7A5tes3z73+QwlmdybPnxnQPXHTftq +7ga0r5Mi5FIHYY9TrH1jGhEFky0UfcxBWJB1HzxwgIT80uaNu6cHgdlZRXd0 +M0ARfh8bjnsOQd2D7RZlmCHyP+L/qqJ4CBon6FUUTSNU4i0ocBYNgbPrxg1I +boSmo1u82kxFcF7bunJZRkb+CZ0WteEi6Fmueybu2ohyFgO6LC6L4CLlzYIv +2xg5Ld7lk3pF4Hawtnek2ASNe06lvlkQQZvttdZ1yabIYfSJ+rC1GNiGfkxB +mBnS1YzVzQ8UQ4VdJvH2l+ZI/1Znb2OmGNYlxl7aglmgmDX7zhXWiMGTlm9O +N7BEkSG+96L+EEPcWlroqfeWyF032+WpTAzaBmfzvhmnoEculQ16GhIQ1jZt +qYqioo7JemmqtQRWs9rqpH9S0axHg1LgIYGZv02vpXlZoZiEX+fX7pcAfvBh +BPG2Fcrb1jmt94MEck9yKz9tskaTdrIOKVMCViwCW1FmjUwYtVYjLAnc0BoT +cjVt0Jhw6n7MPQlMa5gcljBsEPPbd3qtQgl8bngFX5q2QXkF1abXZBLAOInc +lEO2KD4y5LqrQgI6NWN3m17YonGNo/Vluji8Kik6vehLQ9Jjr8j/muOQQ7nO +vcqlodr9LWVyRxyIv0/hO53s0H72ZaU14HChTLTUVmOHmgIcsw7twYGrSynP +MsLQ7puRjSFROMwU1+n45WHoduleC1YKDrtHIyZcz2OIsVIpealyzSYDDnYB +Q+1hgnzqERz8ublJGkwMpV+X91Wr/OtsFL/rKoboIbdEpak4xH1nct6FhSE5 +u0uv4BgOQ6ZFarRuDN0Yc9ZJSMfBPuHrYYPHGBL7xZyvU/ls2zJbvQdDBz52 +K16qvNU/OUbahyGD8G1dkRk4FDJ8HlX2Y0jnstZIUCYOdKk6g/QSQ94Kxg73 +bByqHTh71WQYqhqxNc9SeT47zWHmFYZiV+3m2lT+hSh9IXiLoVEXet6WEzis +ev3ufnEGQ+rBW52pP+IQWpxOyp7FkL37h55IlW+9sJ+Mn8dQTC0lqFzlyPSK +8l0KDF37JPAhncShrSsozVmJIesTwR17VNbR1/a1XsZQ/5kA00sqx4Z3UYkr +GLIM5ab3qtxZn6VYXcXQoBubt+YUDv8BVhEswQ== + "]]}, + "Charting`Private`Tag$433262#2"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], + Line[CompressedData[" +1:eJwVznk81HkYwPEhOUZhMOQoY8SPVFa6RJ4nL81GKqnkSKRLSaXVsEkbta6V +RIc77YyIcjRbWWFnJBGZcYyZX2RFqt30ylWmUva3f3xfz/N+fZ4/vuYhx7z3 +K9NoNF/q/T/Xdbo602ijQK1G8vEjLlq6+S0dcyn3HeTZHPKA51unfHgmlPfW +OpW4+UNkR1kEZ9UonH3MlVd+OwQlEv3i1KNULy9PO879GbTErxlGL6ieOqDW ++ksS9LWmvLGvGYPjWwydrQavwi3N4chZzWMgRGtGcdw14G4EZal0DCRx9Z+0 +WVmg3TphGj02BsEhPleq/LLB9eku73rrcShU3AnpEObCrealdR7XxiGp/5/A +M/aFwH3cmbE3cgK8tg0vOpjCBydFdMXucxMgfJEQJOnkA83WrM0vYwIk0vZ3 +g8ZFkJIeNturkrof4jXTS4ugIEAl2nmE6rrF2zIab0LT2IpA5r5JOJvN3vn4 +XQkYLMgmnmz7CL6xUGeieQfuc4NqFzlMge8eXeFU4F24XdGWGHr3C+hYG8+4 +v6yGFplFpQHrO7TRDja1FtWDov/hDv0RGu4aYRMuNg3whunD9y1RRtf+qAUv +LzZCX9nRvvZkFay/fMDuzLsm2O847RoboopvJx+5r53VAs30U18OmKij8fB3 +paKWp2DvxM2N/6yB81wejYWntMHJipAL5ANN7CyofSRQb4dNJo13QsPnohCf +nRsMFsOi17wHNhu0sc/769b3ARI4/sVRIzNOB8uGeOvsPkhgs/0e29IIBv4h +3ll0JL4DPg017AsM1MUmlXTFE7VOSK3O4yx11EPvRP8Ch5hO4NeumJ9F6GMa +e4Vd/odOKB3k5JmpMnFF8UC4dHsXOKw21MEpJgaHBaYve9gFCRrs3OkhA0z6 +arN0Zl43NE3z23uEhrjIvy2VEdYNyWZvPrlXzsPIK+HPi+u7wXHfjSfPLxrh +38DK0VGXgmDh1Qq1MGNk85rWzfWUQqW+R+ozXxOskpzyvn9JCjlWXEbVSlM8 +nxBcsUQsBbXQPb8tIebj4aBgdxetHnCxTDTl6C1AK5rgfc+GHghRsfQ5/WEB +ekmiHESne0BDL/78xn4zXM3ZsNr9bg+Ib5QtydvNQs+wp+tkL3tgJkrAH2hl +oVtbXYeflgxGh42vRria48Y1wQ4nnGUg31cfwKgyx9tDOrd/3S+DuBhR7jdr +NuYfcMtgpsvAnEerVGSxMee93NTovgxuqr8Qi1QtsLBQfEtOymBkttFhWawF +0oOsbVVnZGCjf0n+dcQCuYKI8i0sORA1oaIj+xeieUCe8airHOgFL+6V9S7E ++ZclWWl75fAqI+3MZ3dLdEj0Le06K4dfzK6LMkWWuJ4T7RR0XQ6MundyZ3sr +7Ne/frm7Rg5JWdKvggIrPKEI8xZ3y0GkaZYdxSSQnbLy7cwHOYxe5NM9zhO4 ++bxnb4w6CT/2BQyuTiDQajln8xvKBdZ6NUQSgV7LtKq8NUjwFMUdmp1K4LIy +Q44NnYRb47ubhZkEhmzilks1SQjZYZSwikeg5M/UGFttErqN05QsGwh8ZefI +amWSYHtwPanXSOBk36fM5QYkxAumK5WbCHT0/ziVT/kHz7DggRaqtzekHzck +4ULshr9yO6j/lCqpMo1I4Awox+q+JNBvjqlygCkJ+YtrtisNEXi0OjnmEeXJ +6IjFo68IDB86Nmw7n4TfGQO9z94SqHVGkDJNeca1bk3yKIFuKtEm+WYk+FyM +1I0eJ3Dtew2j2SwSyntt/z0wSWDWUzu1cMq7InOy3RQE0unr7zmbkyAQbo1w ++EJg2Fqnk3zK9Lka7uxpAhvVuiznsEnY4ydkMb4TuEas/eQnytVFUYqZGQIn +FJO+vZT/A4ejjYg= + "]]}, "Charting`Private`Tag$433262#3"]}}, {}}, { + DisplayFunction -> Identity, Ticks -> {Automatic, Automatic}, + AxesOrigin -> {1.`15.954589770191003, 0}, FrameTicks -> {{Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}, {Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}}, + GridLines -> { + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& , + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& }, + DisplayFunction -> Identity, PlotRangePadding -> {{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.05], + Scaled[0.05]}}, PlotRangeClipping -> True, ImagePadding -> All, + DisplayFunction -> Identity, AspectRatio -> GoldenRatio^(-1), + Axes -> {True, True}, AxesLabel -> {None, None}, AxesOrigin -> {1., 0}, + DisplayFunction :> Identity, Epilog -> {{ + Point[CompressedData[" +1:eJxTTMoPSmViYGAQA2IQfamJEUh+sE8o+/9hTftF+2Y9XTB/L8OKmAv+F+39 +Gf7+////s/0C1ww7nwsX7TniY4HyP+zb/quZxVdetN9cdNDyvv9f+/+uSotT +Jc/bz18rATLQ4cJF6V/z+8/aB2qmia9rZ3IoMmw3C248a//t0RugecwOzp03 +9JhenLbfoRakFMPP4rCC+R/rwcNn7Au1eYHaORzEV0cURjGdsU9+L8kM4qe2 +9x27lHHa/pgyJ1Cex0Fq2bIrtv9O2stsm7Pn/39+B21PP5nDE0/anzP79x/E +rxUo1w9+dMLeQ0sGqF7EId1M9Yvl3BP2kj6HgfKiDuuXP/n5ZMcJ+4XT1v/4 +9l/cIcX2Ae9zp+P2/e6SQAskHOSPPTdZffK4vflkkHdkHF6kb3+1/eEx+9g7 +fYe+dig4tDG3cl7KO25v1CkJlFdymONWKTP/zjH7OJ8tQPOVHbQXLYo2nHrM +HgBt2pxf + "]]}, { + Point[CompressedData[" +1:eJxTTMoPSmViYGAQA2IQfamJEUh+sP+1w4fnqX+KXbOeLpi/l4ff7d2tMDt/ +hr//////bC91vGDhm7wN9hzxsUD5H/acvVPiN5rssd9cdNDyvv9fe4WqLIOM +V0fs56+VABnoMD16j/zulOP2gZpp4uvamRyCN7E+Ndpyyv7bozdA85gdor9+ +LRHfdsJ+h1qQUgw/i8MbY4Gun6pn7Qu1eYHaORx6Zu545Jp03j75vSQziL/P +pru1Z/UF+2PKnEB5HodrbhtuFLJetpfZNmfP///8Drtt9W4wyly2P2f27z+I +n1/TJqwpd9neQ0sGqF7E4dLJs41vza7YS/ocBsqLOmRMjfZxen3FfuG09T++ +/Rd3sGmXcozdftW+310SaIGEQ6uQdWT+6qv25pNB3pFxWLplW15v4TX72Dt9 +h752KDgI62Qa3Fa/bm/UKQmUV3KwmV/P45963T7OZwvQfGWHpq2tzPcuXrcH +AB8HmAQ= + "]]}, { + Point[CompressedData[" +1:eJxTTMoPSmViYGAQA2IQfamJEUh+sD8W4S//YHWcXbOeLpj/0qxeRzIi386f +4e////8/28sxHr3jdX+pPUd8LFD+h/3tyx7P419vtt9cdNDyvv9f+7fB+8z5 +evbaz18rATLQgfncd72obwfsAzXTxNe1MzkcVr1k3dF8xP7bozdA85gdXmtu +ff1O8Jj9DrUgpRh+FgfOE9lC62Ycsy/U5gVq53Ao81m6UG3pKfvk95LMIH5+ +3Keu4tOn7I8pcwLleRx8tvxb/TPlnL3Mtjl7/v/nd+j99Pmt9YwL9ufM/v0H +8TPuXtmlVXTB3kNLBqhexKFx3SOfCasv2Uv6HAbKizrwv3MNaV122X7htPU/ +vv0Xd4iY8CJDadUV+353SaAFEg4LX91oCq67Ym8+GeQdGYdjn1dnxs+/ah97 +p+/Q1w4FhyPh6ltyPlyzN+qUBMorOfxwUQoR675uH+ezBWi+ssPpF2qlXSE3 +7AFWFKDe + "]]}}, Frame -> {{True, True}, {True, True}}, + FrameLabel -> {{"\!\(\*SubscriptBox[\(A\), \(0\)]\)", None}, { + "q", None}}, FrameStyle -> Directive[ + GrayLevel[0], Bold, 16], + FrameTicks -> {{Automatic, Automatic}, {Automatic, Automatic}}, + GridLines -> {Full, Full}, GridLinesStyle -> Directive[ + GrayLevel[0.5, 0.4]], ImageSize -> Large, LabelStyle -> Directive[ + GrayLevel[0], Bold, 16], + Method -> { + "DefaultBoundaryStyle" -> Automatic, + "DefaultGraphicsInteraction" -> { + "Version" -> 1.2, "TrackMousePosition" -> {True, False}, + "Effects" -> { + "Highlight" -> {"ratio" -> 2}, "HighlightPoint" -> {"ratio" -> 2}, + "Droplines" -> { + "freeformCursorMode" -> True, + "placement" -> {"x" -> "All", "y" -> "None"}}}}, + "DefaultMeshStyle" -> AbsolutePointSize[6], "ScalingFunctions" -> + None, "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}}, + PlotRange -> {{1, 12}, {0., 0.3927524918289144}}, PlotRangeClipping -> + True, PlotRangePadding -> {{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.02], + Scaled[0.02]}}, Ticks -> {Automatic, Automatic}}], + Placed[ + Unevaluated[ + LineLegend[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]]}, { + "\!\(\*SubscriptBox[\(A\), \(221\)]\)", + "\!\(\*SubscriptBox[\(A\), \(330\)]\)", + "\!\(\*SubscriptBox[\(A\), \(220\)]\)", + "\!\(\*SubscriptBox[\(A\), \(321\)]\)"}, LegendMarkers -> None, + LabelStyle -> Directive[ + GrayLevel[0], Bold, 16], LegendLayout -> "Column"]], {0.9, 0.72}, + Identity]]& ], + AutoDelete->True, + Editable->True, + SelectWithContents->False, + Selectable->True]], "Output", + CellChangeTimes->{{3.79068756780407*^9, 3.790687586187573*^9}, + 3.790687627376944*^9, 3.7906879922400084`*^9, 3.790688711473288*^9, + 3.79273762458565*^9, 3.7927382581890173`*^9, 3.792741380451532*^9, + 3.794718522490942*^9, 3.794719837017642*^9, {3.794719901451211*^9, + 3.794719905110763*^9}, {3.794719956580286*^9, 3.794719983994754*^9}, + 3.794720335553652*^9, 3.794722754401965*^9, {3.794725051864338*^9, + 3.794725100919458*^9}, 3.7947401627301817`*^9, 3.794745450086075*^9, + 3.7948009945517263`*^9, 3.795926714548317*^9, 3.796093712955885*^9, + 3.796350860446691*^9, 3.796354128855213*^9, 3.796354227722582*^9, + 3.7963585152157373`*^9, 3.7963599299672956`*^9, 3.796541531441989*^9, + 3.796989574484927*^9, 3.796989769253673*^9, 3.7971415761021442`*^9, + 3.7971552683369207`*^9, 3.799979886160006*^9, 3.799980668192566*^9, + 3.799985885932457*^9, 3.799986026796261*^9, 3.799986678323986*^9}, + CellLabel-> + "Out[832]=",ExpressionUUID->"cbcc120e-595e-43ef-a377-9c9f6de33c76"] +}, Open ]], + +Cell[BoxData[ + RowBox[{ + RowBox[{"campst0", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"Flatten", "[", + RowBox[{ + RowBox[{"t0ampsdataalltest", "[", + RowBox[{"[", "i", "]"}], "]"}], ",", "1"}], "]"}], "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Length", "@", "tag"}]}], "}"}]}], "]"}]}], ";"}]], "Input", + CellChangeTimes->{{3.7842773027840967`*^9, 3.784277318572165*^9}, { + 3.7842773597796373`*^9, 3.784277542344664*^9}, {3.7845307984308147`*^9, + 3.7845308096063957`*^9}, 3.7845312377563257`*^9, {3.784531286587538*^9, + 3.7845313051641073`*^9}, 3.78557851895393*^9, 3.785582670748349*^9}, + CellLabel-> + "In[833]:=",ExpressionUUID->"eead933d-5226-471c-8ad2-b24bba821fb6"], + +Cell[BoxData[ + RowBox[{"(*", + RowBox[{ + RowBox[{"From", " ", "the", " ", "32", " ", + RowBox[{"model", ":", " ", "220"}]}], ",", " ", "221", ",", " ", "320", + ",", " ", "321", ",", " ", + RowBox[{"220", "*", "mix"}], ",", + RowBox[{"221", "*", + RowBox[{"mix", ".", " ", "Remember"}], " ", "to", " ", "apply", " ", + "all", " ", "the", " ", "2", "\[Pi]", " ", "factors", " ", "you", " ", + RowBox[{ + RowBox[{"need", "!!"}], "!"}]}]}], " ", "*)"}]], "Input", + CellChangeTimes->{{3.784277321544189*^9, 3.784277350761631*^9}, { + 3.784277870454714*^9, 3.784277911753647*^9}, {3.7842779716062717`*^9, + 3.784277975314348*^9}, {3.784285904783442*^9, 3.784285918430057*^9}}, + CellLabel-> + "In[834]:=",ExpressionUUID->"66e0b176-6653-48bb-8922-df7f206b4759"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{"phase220d", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"q", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"q", "+", "1"}], ")"}], "^", "2"}]}], ",", + RowBox[{"Mod", "[", + RowBox[{ + RowBox[{"Arg", "/@", + RowBox[{"campst0", "[", + RowBox[{"[", + RowBox[{"All", ",", "1", ",", "1"}], "]"}], "]"}]}], ",", + RowBox[{"2", "\[Pi]"}]}], "]"}]}], "}"}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"phase221d", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"q", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"q", "+", "1"}], ")"}], "^", "2"}]}], ",", + RowBox[{"Mod", "[", + RowBox[{ + RowBox[{ + RowBox[{"Arg", "/@", + RowBox[{"campst0", "[", + RowBox[{"[", + RowBox[{"All", ",", "1", ",", "2"}], "]"}], "]"}]}], "-", + "\[Pi]"}], ",", + RowBox[{"2", "\[Pi]"}]}], "]"}]}], "}"}], "]"}]}], ";"}]}], "Input", + CellChangeTimes->{{3.7856462603296757`*^9, 3.785646394567872*^9}, { + 3.787641202975778*^9, 3.787641204115053*^9}}, + CellLabel-> + "In[835]:=",ExpressionUUID->"a052cc22-737d-48d0-90d3-d536df9486b0"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{"phase210d", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"q", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"q", "+", "1"}], ")"}], "^", "2"}]}], ",", + RowBox[{"Mod", "[", + RowBox[{ + RowBox[{ + RowBox[{"Arg", "/@", + RowBox[{"campst0", "[", + RowBox[{"[", + RowBox[{"All", ",", "2", ",", "1"}], "]"}], "]"}]}], "-", + RowBox[{"\[Pi]", "/", "2"}]}], ",", + RowBox[{"2", "\[Pi]"}]}], "]"}]}], "}"}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"phase211d", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"q", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"q", "+", "1"}], ")"}], "^", "2"}]}], ",", + RowBox[{"Mod", "[", + RowBox[{ + RowBox[{ + RowBox[{"Arg", "/@", + RowBox[{"campst0", "[", + RowBox[{"[", + RowBox[{"All", ",", "2", ",", "2"}], "]"}], "]"}]}], "+", + "\[Pi]"}], ",", + RowBox[{"2", "\[Pi]"}]}], "]"}]}], "}"}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"phase330d", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"q", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"q", "+", "1"}], ")"}], "^", "2"}]}], ",", + RowBox[{"Mod", "[", + RowBox[{ + RowBox[{"Arg", "/@", + RowBox[{"campst0", "[", + RowBox[{"[", + RowBox[{"All", ",", "3", ",", "1"}], "]"}], "]"}]}], ",", + RowBox[{"2", "\[Pi]"}]}], "]"}]}], "}"}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"phase331d", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"q", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"q", "+", "1"}], ")"}], "^", "2"}]}], ",", + RowBox[{"Mod", "[", + RowBox[{ + RowBox[{ + RowBox[{"Arg", "/@", + RowBox[{"campst0", "[", + RowBox[{"[", + RowBox[{"All", ",", "3", ",", "2"}], "]"}], "]"}]}], "+", + "\[Pi]"}], ",", + RowBox[{"2", "\[Pi]"}]}], "]"}]}], "}"}], "]"}]}], ";"}]}], "Input", + CellChangeTimes->{{3.785646407826089*^9, 3.7856465022518806`*^9}, { + 3.785664270229966*^9, 3.785664270483049*^9}, {3.785664346680513*^9, + 3.785664347537425*^9}, {3.7856644639703693`*^9, 3.785664473387291*^9}, { + 3.787641099465748*^9, 3.787641127155019*^9}, {3.787641220374497*^9, + 3.7876412761289797`*^9}, {3.790675230587782*^9, 3.790675255183267*^9}}, + CellLabel-> + "In[837]:=",ExpressionUUID->"62adb83b-ed14-4d4c-ae6d-d799365b2c9b"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{"dataq", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + FractionBox[ + RowBox[{"1", "+", + SqrtBox[ + RowBox[{"1", "-", + RowBox[{"4", " ", + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}]], "-", + RowBox[{"2", " ", + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}], + RowBox[{"2", " ", + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]], ",", + RowBox[{ + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "-", + RowBox[{"phase221d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}]}]}], "}"}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"dataq22115ph", "=", + RowBox[{"Drop", "[", + RowBox[{ + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"dataq", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{"Mod", "[", + RowBox[{ + RowBox[{"dataq", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], ",", + RowBox[{"2", "\[Pi]"}]}], "]"}]}], "}"}], "]"}], ",", + RowBox[{"{", + RowBox[{"-", "4"}], "}"}]}], "]"}]}], ";"}]}], "Input", + CellChangeTimes->{{3.7906751655299*^9, 3.7906751763416348`*^9}, { + 3.792737538983851*^9, 3.792737540697185*^9}, {3.792737631319223*^9, + 3.7927376362794847`*^9}, {3.79472204680768*^9, 3.794722048864622*^9}}, + CellLabel-> + "In[841]:=",ExpressionUUID->"e1e4cc11-952a-4fc6-b8d9-acf6c5f3af65"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{"dataq", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + FractionBox[ + RowBox[{"1", "+", + SqrtBox[ + RowBox[{"1", "-", + RowBox[{"4", " ", + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}]], "-", + RowBox[{"2", " ", + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}], + RowBox[{"2", " ", + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]], ",", + RowBox[{ + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "-", + RowBox[{"phase210d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}]}]}], "}"}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"dataq2115ph", "=", + RowBox[{"Delete", "[", + RowBox[{ + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"dataq", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{"Mod", "[", + RowBox[{ + RowBox[{"dataq", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], ",", + RowBox[{"2", "\[Pi]"}]}], "]"}]}], "}"}], "]"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", "1", "}"}], ",", + RowBox[{"{", "2", "}"}]}], "}"}]}], "]"}]}], ";"}]}], "Input", + CellChangeTimes->{{3.7906752084058523`*^9, 3.790675223453661*^9}, { + 3.790675343648275*^9, 3.790675350153137*^9}, {3.7906827679623327`*^9, + 3.7906827700141706`*^9}, {3.794722052014942*^9, 3.794722052888445*^9}, + 3.794722289720661*^9, 3.794722383141808*^9}, + CellLabel-> + "In[843]:=",ExpressionUUID->"ab67c741-3a50-45e9-9fa4-267cf5195ece"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{"dataq", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + FractionBox[ + RowBox[{"1", "+", + SqrtBox[ + RowBox[{"1", "-", + RowBox[{"4", " ", + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}]], "-", + RowBox[{"2", " ", + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}], + RowBox[{"2", " ", + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]], ",", + RowBox[{ + RowBox[{"phase220d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "-", + RowBox[{"phase330d", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}]}]}], "}"}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"dataq3315ph", "=", + RowBox[{"Delete", "[", + RowBox[{ + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"dataq", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{"Mod", "[", + RowBox[{ + RowBox[{"dataq", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], ",", + RowBox[{"2", "\[Pi]"}]}], "]"}]}], "}"}], "]"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", "1", "}"}], ",", + RowBox[{"{", "2", "}"}]}], "}"}]}], "]"}]}], ";"}]}], "Input", + CellChangeTimes->{{3.7906752084058523`*^9, 3.790675223453661*^9}, { + 3.790675343648275*^9, 3.790675350153137*^9}, {3.790675388928008*^9, + 3.790675395834998*^9}, {3.790682773419422*^9, 3.790682775808734*^9}, { + 3.7947220550631237`*^9, 3.794722055360767*^9}, {3.794722440999053*^9, + 3.7947224413863792`*^9}}, + CellLabel-> + "In[845]:=",ExpressionUUID->"c479bb72-f329-41fa-a0dc-1598e1f1e4b5"], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{"fit22115ph", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"dataq22115ph", ",", + RowBox[{ + RowBox[{"aa", " ", "/", + RowBox[{"(", + RowBox[{ + RowBox[{"qq", "^", "2"}], "+", + RowBox[{"cc", "^", "2"}]}], ")"}]}], "+", "bb"}], ",", + RowBox[{"{", + RowBox[{"aa", ",", "bb", ",", "cc"}], "}"}], ",", "qq", ",", + RowBox[{"MaxIterations", "\[Rule]", "Infinity"}]}], + "]"}]}], "\[IndentingNewLine]", + RowBox[{"fit22115phn", "=", + RowBox[{"Normal", "@", "fit22115ph"}]}], "\[IndentingNewLine]", + RowBox[{"fit22115phn1", "=", + RowBox[{ + RowBox[{"fit22115ph", "[", "\"\<MeanPredictionBands\>\"", "]"}], "[", + RowBox[{"[", "1", "]"}], "]"}]}], "\[IndentingNewLine]", + RowBox[{"fit22115phn2", "=", + RowBox[{ + RowBox[{"fit22115ph", "[", "\"\<MeanPredictionBands\>\"", "]"}], "[", + RowBox[{"[", "2", "]"}], "]"}]}]}], "Input", + CellChangeTimes->{{3.79051651076999*^9, 3.790516551441586*^9}, { + 3.790516584036496*^9, 3.7905166196464853`*^9}, {3.790516669752849*^9, + 3.790516704405472*^9}, {3.790675190054287*^9, 3.79067519902309*^9}, { + 3.794722038731042*^9, 3.794722067296977*^9}, {3.794722284547132*^9, + 3.794722310316136*^9}, {3.794726112764204*^9, 3.794726139849321*^9}, { + 3.7947264718302526`*^9, 3.794726489805153*^9}, {3.794738641570004*^9, + 3.794738643343947*^9}}, + CellLabel-> + "In[847]:=",ExpressionUUID->"45a1ba5e-cbb2-4426-863f-e49aefdb71f2"], + +Cell[BoxData[ + TagBox[ + RowBox[{"FittedModel", "[", + TagBox[ + PanelBox[ + TagBox[ + RowBox[{"0.4063285663470287`", "\[VeryThinSpace]", "+", + FractionBox["6.896525082199885`", + RowBox[{"13.19931228902124`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]}], + Short[#, 2]& ], + FrameMargins->5], + Editable -> False], "]"}], + InterpretTemplate[ + FittedModel[{ + "Nonlinear", {$CellContext`aa -> 6.896525082199885, $CellContext`bb -> + 0.4063285663470287, $CellContext`cc -> + 3.6330857805756858`}, {{$CellContext`qq}, $CellContext`bb + \ +$CellContext`aa/($CellContext`cc^2 + $CellContext`qq^2)}}, { + 1}, CompressedData[" +1:eJxTTMoPSmViYGAQBWIQDQEf7DvEVFzmH39rDxTjAPEfpEltaf/52j6c4e// +//8/22/Y+6mzLvO1PVt8LFD9D/sIxz4/QbPX9juKDlre9/9rX1F3aYFB7Cv7 +hWslGIEKHH7UmmYfZH9lH6SZJr6unckhQGz7pZ0zXtj/ePQGaB6zw93MubWL +/jy336YWpBTDz+Iwy3NCblTWC/t8bV6gdg6Hm/ERu96vemaf/l6SGcTv3xui +/PPBM/tjypxAeR4HFpc+1+lsz+zlt83Z8/8/v8OWwseM6+c/sb9s9u8/iG/w +9MKi2/ef2HtqyQDVizhIcDn26h99ZC/pcxgoL+pQpP2Wa97Wh/YLpq3/8e2/ +uEPJgwj7gF8P7fvdJYEWSDgk8VaaF898aB97p+/Q1w4Fhw0nCm4ur75vb9Qp +CTRPyWHNmfqg1st37eN9tgDNU3aYcq595Sahe/YACbyZRQ== + "], + Function[Null, + Internal`LocalizedBlock[{$CellContext`aa, $CellContext`bb, \ +$CellContext`cc, $CellContext`qq}, #], {HoldAll}], MaxIterations -> + DirectedInfinity[1]]& ], + Editable->False, + SelectWithContents->True, + Selectable->True]], "Output", + CellChangeTimes->{{3.7905165185459137`*^9, 3.790516551657776*^9}, { + 3.790516593984029*^9, 3.790516619953784*^9}, {3.7905166706719217`*^9, + 3.7905167216371307`*^9}, {3.790517296963595*^9, 3.790517319490363*^9}, + 3.790517441414806*^9, 3.7905177119068604`*^9, 3.790675155647561*^9, { + 3.7906751904680367`*^9, 3.790675199485177*^9}, 3.790675350974613*^9, + 3.790682654513618*^9, 3.790682780229388*^9, 3.790682836688469*^9, + 3.7906835191310377`*^9, 3.790683838603756*^9, 3.790686958214081*^9, + 3.790687992792964*^9, 3.790688711911783*^9, {3.792737625377743*^9, + 3.792737638411585*^9}, 3.7927382612755537`*^9, 3.792741381943693*^9, + 3.794718522748939*^9, 3.794720345813198*^9, 3.7947220355490847`*^9, + 3.794722067655922*^9, {3.794722218121499*^9, 3.794722236316163*^9}, { + 3.7947223030564957`*^9, 3.7947223107364597`*^9}, 3.794722760476997*^9, + 3.7947250521785517`*^9, {3.794726114658537*^9, 3.794726139986813*^9}, { + 3.794726480593358*^9, 3.794726490006113*^9}, {3.794738637791375*^9, + 3.794738645231597*^9}, 3.79474016282274*^9, 3.794740373356583*^9, + 3.794800999899623*^9, 3.795926714666421*^9, 3.796093713106629*^9, + 3.7963508608691196`*^9, 3.796358515297418*^9, 3.796359930516658*^9, + 3.7965415319906282`*^9, 3.796989574546826*^9, 3.796989769297373*^9, + 3.7971415764927797`*^9, 3.7971552684785547`*^9, 3.799979894040925*^9, + 3.7999806776004133`*^9, 3.7999855757009087`*^9, 3.799985886260878*^9, + 3.7999866785267677`*^9}, + CellLabel-> + "Out[847]=",ExpressionUUID->"011c1179-968b-4cd2-8248-090a997f51a6"], + +Cell[BoxData[ + RowBox[{"0.4063285663470287`", "\[VeryThinSpace]", "+", + FractionBox["6.896525082199885`", + RowBox[{"13.19931228902124`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]}]], "Output", + CellChangeTimes->{{3.7905165185459137`*^9, 3.790516551657776*^9}, { + 3.790516593984029*^9, 3.790516619953784*^9}, {3.7905166706719217`*^9, + 3.7905167216371307`*^9}, {3.790517296963595*^9, 3.790517319490363*^9}, + 3.790517441414806*^9, 3.7905177119068604`*^9, 3.790675155647561*^9, { + 3.7906751904680367`*^9, 3.790675199485177*^9}, 3.790675350974613*^9, + 3.790682654513618*^9, 3.790682780229388*^9, 3.790682836688469*^9, + 3.7906835191310377`*^9, 3.790683838603756*^9, 3.790686958214081*^9, + 3.790687992792964*^9, 3.790688711911783*^9, {3.792737625377743*^9, + 3.792737638411585*^9}, 3.7927382612755537`*^9, 3.792741381943693*^9, + 3.794718522748939*^9, 3.794720345813198*^9, 3.7947220355490847`*^9, + 3.794722067655922*^9, {3.794722218121499*^9, 3.794722236316163*^9}, { + 3.7947223030564957`*^9, 3.7947223107364597`*^9}, 3.794722760476997*^9, + 3.7947250521785517`*^9, {3.794726114658537*^9, 3.794726139986813*^9}, { + 3.794726480593358*^9, 3.794726490006113*^9}, {3.794738637791375*^9, + 3.794738645231597*^9}, 3.79474016282274*^9, 3.794740373356583*^9, + 3.794800999899623*^9, 3.795926714666421*^9, 3.796093713106629*^9, + 3.7963508608691196`*^9, 3.796358515297418*^9, 3.796359930516658*^9, + 3.7965415319906282`*^9, 3.796989574546826*^9, 3.796989769297373*^9, + 3.7971415764927797`*^9, 3.7971552684785547`*^9, 3.799979894040925*^9, + 3.7999806776004133`*^9, 3.7999855757009087`*^9, 3.799985886260878*^9, + 3.799986678528566*^9}, + CellLabel-> + "Out[848]=",ExpressionUUID->"d041f95d-8c90-45dc-b615-96fab80cc7d7"], + +Cell[BoxData[ + FractionBox[ + RowBox[{"12.259782721364601`", "\[VeryThinSpace]", "-", + RowBox[{"27.730726104029106`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"2.7719418697442357`", "\[VeryThinSpace]", "-", + RowBox[{"1.0533480381798968`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.20261607401672424`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.008216312820501752`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.0001556089724535982`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"13.19931228902124`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}], "+", + RowBox[{ + SuperscriptBox["qq", "2"], " ", + RowBox[{"(", + RowBox[{"0.4063285663470287`", "\[VeryThinSpace]", "-", + RowBox[{"2.100922040241038`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"2.7719418697442357`", "\[VeryThinSpace]", "-", + RowBox[{"1.0533480381798968`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.20261607401672424`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.008216312820501752`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.0001556089724535982`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"13.19931228902124`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}]}], ")"}]}]}], + RowBox[{"13.19931228902124`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]], "Output", + CellChangeTimes->{{3.7905165185459137`*^9, 3.790516551657776*^9}, { + 3.790516593984029*^9, 3.790516619953784*^9}, {3.7905166706719217`*^9, + 3.7905167216371307`*^9}, {3.790517296963595*^9, 3.790517319490363*^9}, + 3.790517441414806*^9, 3.7905177119068604`*^9, 3.790675155647561*^9, { + 3.7906751904680367`*^9, 3.790675199485177*^9}, 3.790675350974613*^9, + 3.790682654513618*^9, 3.790682780229388*^9, 3.790682836688469*^9, + 3.7906835191310377`*^9, 3.790683838603756*^9, 3.790686958214081*^9, + 3.790687992792964*^9, 3.790688711911783*^9, {3.792737625377743*^9, + 3.792737638411585*^9}, 3.7927382612755537`*^9, 3.792741381943693*^9, + 3.794718522748939*^9, 3.794720345813198*^9, 3.7947220355490847`*^9, + 3.794722067655922*^9, {3.794722218121499*^9, 3.794722236316163*^9}, { + 3.7947223030564957`*^9, 3.7947223107364597`*^9}, 3.794722760476997*^9, + 3.7947250521785517`*^9, {3.794726114658537*^9, 3.794726139986813*^9}, { + 3.794726480593358*^9, 3.794726490006113*^9}, {3.794738637791375*^9, + 3.794738645231597*^9}, 3.79474016282274*^9, 3.794740373356583*^9, + 3.794800999899623*^9, 3.795926714666421*^9, 3.796093713106629*^9, + 3.7963508608691196`*^9, 3.796358515297418*^9, 3.796359930516658*^9, + 3.7965415319906282`*^9, 3.796989574546826*^9, 3.796989769297373*^9, + 3.7971415764927797`*^9, 3.7971552684785547`*^9, 3.799979894040925*^9, + 3.7999806776004133`*^9, 3.7999855757009087`*^9, 3.799985886260878*^9, + 3.79998667861156*^9}, + CellLabel-> + "Out[849]=",ExpressionUUID->"75881f98-b9d8-4f32-ba90-c939c071fdeb"], + +Cell[BoxData[ + FractionBox[ + RowBox[{"12.259782721364601`", "\[VeryThinSpace]", "+", + RowBox[{"27.730726104029106`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"2.7719418697442357`", "\[VeryThinSpace]", "-", + RowBox[{"1.0533480381798968`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.20261607401672424`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.008216312820501752`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.0001556089724535982`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"13.19931228902124`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}], "+", + RowBox[{ + SuperscriptBox["qq", "2"], " ", + RowBox[{"(", + RowBox[{"0.4063285663470287`", "\[VeryThinSpace]", "+", + RowBox[{"2.100922040241038`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"2.7719418697442357`", "\[VeryThinSpace]", "-", + RowBox[{"1.0533480381798968`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.20261607401672424`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.008216312820501752`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.0001556089724535982`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"13.19931228902124`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}]}], ")"}]}]}], + RowBox[{"13.19931228902124`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]], "Output", + CellChangeTimes->{{3.7905165185459137`*^9, 3.790516551657776*^9}, { + 3.790516593984029*^9, 3.790516619953784*^9}, {3.7905166706719217`*^9, + 3.7905167216371307`*^9}, {3.790517296963595*^9, 3.790517319490363*^9}, + 3.790517441414806*^9, 3.7905177119068604`*^9, 3.790675155647561*^9, { + 3.7906751904680367`*^9, 3.790675199485177*^9}, 3.790675350974613*^9, + 3.790682654513618*^9, 3.790682780229388*^9, 3.790682836688469*^9, + 3.7906835191310377`*^9, 3.790683838603756*^9, 3.790686958214081*^9, + 3.790687992792964*^9, 3.790688711911783*^9, {3.792737625377743*^9, + 3.792737638411585*^9}, 3.7927382612755537`*^9, 3.792741381943693*^9, + 3.794718522748939*^9, 3.794720345813198*^9, 3.7947220355490847`*^9, + 3.794722067655922*^9, {3.794722218121499*^9, 3.794722236316163*^9}, { + 3.7947223030564957`*^9, 3.7947223107364597`*^9}, 3.794722760476997*^9, + 3.7947250521785517`*^9, {3.794726114658537*^9, 3.794726139986813*^9}, { + 3.794726480593358*^9, 3.794726490006113*^9}, {3.794738637791375*^9, + 3.794738645231597*^9}, 3.79474016282274*^9, 3.794740373356583*^9, + 3.794800999899623*^9, 3.795926714666421*^9, 3.796093713106629*^9, + 3.7963508608691196`*^9, 3.796358515297418*^9, 3.796359930516658*^9, + 3.7965415319906282`*^9, 3.796989574546826*^9, 3.796989769297373*^9, + 3.7971415764927797`*^9, 3.7971552684785547`*^9, 3.799979894040925*^9, + 3.7999806776004133`*^9, 3.7999855757009087`*^9, 3.799985886260878*^9, + 3.799986678614043*^9}, + CellLabel-> + "Out[850]=",ExpressionUUID->"f28a2c87-df1f-4555-aec2-c7846de4160c"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{"fit21115ph", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"dataq2115ph", ",", + RowBox[{ + RowBox[{"aa", " ", "/", + RowBox[{"(", + RowBox[{ + RowBox[{"qq", "^", "2"}], "+", + RowBox[{"cc", "^", "2"}]}], ")"}]}], "+", "bb"}], ",", + RowBox[{"{", + RowBox[{"aa", ",", "bb", ",", "cc"}], "}"}], ",", "qq", ",", + RowBox[{"MaxIterations", "\[Rule]", "Infinity"}]}], + "]"}]}], "\[IndentingNewLine]", + RowBox[{"fit2115phn", "=", + RowBox[{"Normal", "@", "fit21115ph"}]}], "\[IndentingNewLine]", + RowBox[{"fit2115phn1", "=", + RowBox[{ + RowBox[{"fit21115ph", "[", "\"\<MeanPredictionBands\>\"", "]"}], "[", + RowBox[{"[", "1", "]"}], "]"}]}], "\[IndentingNewLine]", + RowBox[{"fit2115phn2", "=", + RowBox[{ + RowBox[{"fit21115ph", "[", "\"\<MeanPredictionBands\>\"", "]"}], "[", + RowBox[{"[", "2", "]"}], "]"}]}]}], "Input", + CellChangeTimes->{{3.794722324114378*^9, 3.794722329705182*^9}, + 3.7947224340898943`*^9, {3.794727588717002*^9, 3.7947276167681923`*^9}, { + 3.794738510519609*^9, 3.7947385275645113`*^9}, {3.7947403562647467`*^9, + 3.794740364786874*^9}}, + CellLabel-> + "In[851]:=",ExpressionUUID->"d6921b7b-0b04-4615-979e-155a0141a782"], + +Cell[BoxData[ + TagBox[ + RowBox[{"FittedModel", "[", + TagBox[ + PanelBox[ + TagBox[ + RowBox[{"1.8302799856452796`", "\[VeryThinSpace]", "-", + FractionBox["9.172012188120997`", + RowBox[{"9.393028051356241`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]}], + Short[#, 2]& ], + FrameMargins->5], + Editable -> False], "]"}], + InterpretTemplate[ + FittedModel[{ + "Nonlinear", {$CellContext`aa -> -9.172012188120997, $CellContext`bb -> + 1.8302799856452796`, $CellContext`cc -> -3.0648047329897286`}, \ +{{$CellContext`qq}, $CellContext`bb + $CellContext`aa/($CellContext`cc^2 + \ +$CellContext`qq^2)}}, {1}, CompressedData[" +1:eJxTTMoPSmViYGAQAWIQHc7w9////5/tV/ju+7tl8Xt7tvhYoOgP+5qHd6QY +qz/Y7yg6aHnf/699i+n5QPHLH+0XrpVgBCpwWMKk3jgr4JN9kGaa+Lp2JgeB +SVeDpdd/tv/x6A3QPGaHJ/d2XuwV+mK/TS1IKYafxeGIiuy7luuf7fO1eYHa +ORw8Zh22vZjz1T79vSQziN8icGHe3fSv9seUOYHyPA4n3jy0Vo7/Zi+/bc6e +///5HTJ+hq38l/fd/rLZv/8gvoyXxla/5O/2nloyIN84vCnUVov+88Ne0ucw +UF7UQeLWnhz92T/tF0xb/+Pbf3GHG+aVWf9P/7Tvd5cEWiDhYPAxQMjk7U97 +q8kg78g4VDCUzV02+5d97J2+Q187FBzeRWyX8Kz/bW/UKQmUV3Iw/NjDn3v2 +t328zxag+coOTgwnlH6o/7EHAOsKk2Q= + "], + Function[Null, + Internal`LocalizedBlock[{$CellContext`aa, $CellContext`bb, \ +$CellContext`cc, $CellContext`qq}, #], {HoldAll}], MaxIterations -> + DirectedInfinity[1]]& ], + Editable->False, + SelectWithContents->True, + Selectable->True]], "Output", + CellChangeTimes->{ + 3.794722330561166*^9, 3.794722431598096*^9, 3.7947227609311123`*^9, + 3.7947250522507143`*^9, {3.794727600762651*^9, 3.794727617082856*^9}, + 3.7947385283292027`*^9, 3.794740162954941*^9, 3.79474033092301*^9, + 3.794740365307816*^9, 3.794801000594946*^9, 3.795926714864612*^9, + 3.7960937132198343`*^9, 3.796350861018774*^9, 3.796358515399815*^9, + 3.796359930912449*^9, 3.796541532287568*^9, 3.796989574665319*^9, + 3.7969897693915586`*^9, 3.797141577097093*^9, 3.797155268676227*^9, + 3.799979899391601*^9, 3.7999806780824842`*^9, 3.799985582242495*^9, + 3.799985886447427*^9, 3.799986678622477*^9}, + CellLabel-> + "Out[851]=",ExpressionUUID->"76180a6d-1423-46d8-9583-d8bc83c76720"], + +Cell[BoxData[ + RowBox[{"1.8302799856452796`", "\[VeryThinSpace]", "-", + FractionBox["9.172012188120997`", + RowBox[{"9.393028051356241`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]}]], "Output", + CellChangeTimes->{ + 3.794722330561166*^9, 3.794722431598096*^9, 3.7947227609311123`*^9, + 3.7947250522507143`*^9, {3.794727600762651*^9, 3.794727617082856*^9}, + 3.7947385283292027`*^9, 3.794740162954941*^9, 3.79474033092301*^9, + 3.794740365307816*^9, 3.794801000594946*^9, 3.795926714864612*^9, + 3.7960937132198343`*^9, 3.796350861018774*^9, 3.796358515399815*^9, + 3.796359930912449*^9, 3.796541532287568*^9, 3.796989574665319*^9, + 3.7969897693915586`*^9, 3.797141577097093*^9, 3.797155268676227*^9, + 3.799979899391601*^9, 3.7999806780824842`*^9, 3.799985582242495*^9, + 3.799985886447427*^9, 3.7999866786244583`*^9}, + CellLabel-> + "Out[852]=",ExpressionUUID->"4244e3b5-0405-453e-aed9-c69e9b874003"], + +Cell[BoxData[ + FractionBox[ + RowBox[{"8.019859058881012`", "\[VeryThinSpace]", "-", + RowBox[{"19.817556905776723`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"1.2508448669875794`", "\[VeryThinSpace]", "-", + RowBox[{"0.4981134394085272`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.08273823808664235`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.0034239208862551366`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.00006484361681156405`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"9.393028051356241`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}], "+", + RowBox[{ + SuperscriptBox["qq", "2"], " ", + RowBox[{"(", + RowBox[{"1.8302799856452796`", "\[VeryThinSpace]", "-", + RowBox[{"2.109815577833317`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"1.2508448669875794`", "\[VeryThinSpace]", "-", + RowBox[{"0.4981134394085272`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.08273823808664235`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.0034239208862551366`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.00006484361681156405`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"9.393028051356241`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}]}], ")"}]}]}], + RowBox[{"9.393028051356241`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]], "Output", + CellChangeTimes->{ + 3.794722330561166*^9, 3.794722431598096*^9, 3.7947227609311123`*^9, + 3.7947250522507143`*^9, {3.794727600762651*^9, 3.794727617082856*^9}, + 3.7947385283292027`*^9, 3.794740162954941*^9, 3.79474033092301*^9, + 3.794740365307816*^9, 3.794801000594946*^9, 3.795926714864612*^9, + 3.7960937132198343`*^9, 3.796350861018774*^9, 3.796358515399815*^9, + 3.796359930912449*^9, 3.796541532287568*^9, 3.796989574665319*^9, + 3.7969897693915586`*^9, 3.797141577097093*^9, 3.797155268676227*^9, + 3.799979899391601*^9, 3.7999806780824842`*^9, 3.799985582242495*^9, + 3.799985886447427*^9, 3.799986678702613*^9}, + CellLabel-> + "Out[853]=",ExpressionUUID->"4da0733a-0165-4d94-b926-e5e83a59187d"], + +Cell[BoxData[ + FractionBox[ + RowBox[{"8.019859058881012`", "\[VeryThinSpace]", "+", + RowBox[{"19.817556905776723`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"1.2508448669875794`", "\[VeryThinSpace]", "-", + RowBox[{"0.4981134394085272`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.08273823808664235`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.0034239208862551366`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.00006484361681156405`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"9.393028051356241`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}], "+", + RowBox[{ + SuperscriptBox["qq", "2"], " ", + RowBox[{"(", + RowBox[{"1.8302799856452796`", "\[VeryThinSpace]", "+", + RowBox[{"2.109815577833317`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"1.2508448669875794`", "\[VeryThinSpace]", "-", + RowBox[{"0.4981134394085272`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.08273823808664235`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.0034239208862551366`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.00006484361681156405`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"9.393028051356241`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}]}], ")"}]}]}], + RowBox[{"9.393028051356241`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]], "Output", + CellChangeTimes->{ + 3.794722330561166*^9, 3.794722431598096*^9, 3.7947227609311123`*^9, + 3.7947250522507143`*^9, {3.794727600762651*^9, 3.794727617082856*^9}, + 3.7947385283292027`*^9, 3.794740162954941*^9, 3.79474033092301*^9, + 3.794740365307816*^9, 3.794801000594946*^9, 3.795926714864612*^9, + 3.7960937132198343`*^9, 3.796350861018774*^9, 3.796358515399815*^9, + 3.796359930912449*^9, 3.796541532287568*^9, 3.796989574665319*^9, + 3.7969897693915586`*^9, 3.797141577097093*^9, 3.797155268676227*^9, + 3.799979899391601*^9, 3.7999806780824842`*^9, 3.799985582242495*^9, + 3.799985886447427*^9, 3.799986678705462*^9}, + CellLabel-> + "Out[854]=",ExpressionUUID->"4fba846e-e7a5-47a9-af3a-eef084ff3f7a"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{"fit3315ph", "=", + RowBox[{"NonlinearModelFit", "[", + RowBox[{"dataq3315ph", ",", + RowBox[{ + RowBox[{"aa", " ", "/", + RowBox[{"(", + RowBox[{ + RowBox[{"qq", "^", "2"}], "+", + RowBox[{"cc", "^", "2"}]}], ")"}]}], "+", "bb"}], ",", + RowBox[{"{", + RowBox[{"aa", ",", "bb", ",", "cc"}], "}"}], ",", "qq", ",", + RowBox[{"MaxIterations", "\[Rule]", "Infinity"}]}], + "]"}]}], "\[IndentingNewLine]", + RowBox[{"fit3315phn", "=", + RowBox[{"Normal", "@", "fit3315ph"}]}], "\[IndentingNewLine]", + RowBox[{"fit3315ph1", "=", + RowBox[{ + RowBox[{"fit3315ph", "[", "\"\<MeanPredictionBands\>\"", "]"}], "[", + RowBox[{"[", "1", "]"}], "]"}]}], "\[IndentingNewLine]", + RowBox[{"fit3315ph2", "=", + RowBox[{ + RowBox[{"fit3315ph", "[", "\"\<MeanPredictionBands\>\"", "]"}], "[", + RowBox[{"[", "2", "]"}], "]"}]}]}], "Input", + CellChangeTimes->{{3.794722324114378*^9, 3.79472234201996*^9}, + 3.7947224482673283`*^9, {3.794727624120576*^9, 3.79472763674695*^9}}, + CellLabel-> + "In[855]:=",ExpressionUUID->"522d1fa2-9c08-4bf8-ac2e-084e47a51350"], + +Cell[BoxData[ + TagBox[ + RowBox[{"FittedModel", "[", + TagBox[ + PanelBox[ + TagBox[ + RowBox[{"2.6489944068773634`", "\[VeryThinSpace]", "+", + FractionBox["8.083690109551798`", + RowBox[{"8.123609455123201`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]}], + Short[#, 2]& ], + FrameMargins->5], + Editable -> False], "]"}], + InterpretTemplate[ + FittedModel[{ + "Nonlinear", {$CellContext`aa -> 8.083690109551798, $CellContext`bb -> + 2.6489944068773634`, $CellContext`cc -> -2.8501946346036093`}, \ +{{$CellContext`qq}, $CellContext`bb + $CellContext`aa/($CellContext`cc^2 + \ +$CellContext`qq^2)}}, {1}, CompressedData[" +1:eJxTTMoPSmViYGAQAWIQHc7w9////5/t5SoOTbh1m9uBLT4WKPrD/srZ70v1 +C7kddhQdtLzv/9de6I6XRs8lLoeFayUYgQoc0uLm9NTUcjkEaaaJr2tncogJ +P9KW68/l8OPRG6B5zA7VcWUZKsWcDtvUgpRi+Fkc3tQWnr23n9MhX5sXqJ3D +oatnyuXsjxwO6e8lmUH8RetENsQpcDocU+YEyvM4XFwV3bO2m91BftucPf// +8zs8/3+n+ThQ3WWzf/9BfIbLR5uMP7I7eGrJgHzj8CDeNPJjPLuDpM9hoLyo +Q9rj+pj9ZuwOC6at//Htv7iDdaDztfwpbA797pJACyQcSjykpMNPsDlYTQZ5 +R8ZhgeaOfy9T2Rxi7/Qd+tqh4PBuZqtK8T9WB6NOSaC8kkPEcnPWiJusDvE+ +W4DmKztYZF/z/TOF1QEAwrWEZw== + "], + Function[Null, + Internal`LocalizedBlock[{$CellContext`aa, $CellContext`bb, \ +$CellContext`cc, $CellContext`qq}, #], {HoldAll}], MaxIterations -> + DirectedInfinity[1]]& ], + Editable->False, + SelectWithContents->True, + Selectable->True]], "Output", + CellChangeTimes->{3.794722330561166*^9, 3.794722451514659*^9, + 3.794722761467866*^9, 3.794725052320511*^9, 3.7947276371983213`*^9, + 3.7947401631904097`*^9, 3.7948010012502613`*^9, 3.795926714954503*^9, + 3.796093713424684*^9, 3.796350861199071*^9, 3.7963585155356894`*^9, + 3.79635993145538*^9, 3.796541532394823*^9, 3.7969895748917217`*^9, + 3.796989769490077*^9, 3.797141577799089*^9, 3.797155268714089*^9, + 3.799979902410688*^9, 3.799980679910213*^9, 3.799985583331884*^9, + 3.7999858866332417`*^9, 3.79998667871488*^9}, + CellLabel-> + "Out[855]=",ExpressionUUID->"ddf3f216-e636-4c17-badb-ac6d45745a3d"], + +Cell[BoxData[ + RowBox[{"2.6489944068773634`", "\[VeryThinSpace]", "+", + FractionBox["8.083690109551798`", + RowBox[{"8.123609455123201`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]}]], "Output", + CellChangeTimes->{3.794722330561166*^9, 3.794722451514659*^9, + 3.794722761467866*^9, 3.794725052320511*^9, 3.7947276371983213`*^9, + 3.7947401631904097`*^9, 3.7948010012502613`*^9, 3.795926714954503*^9, + 3.796093713424684*^9, 3.796350861199071*^9, 3.7963585155356894`*^9, + 3.79635993145538*^9, 3.796541532394823*^9, 3.7969895748917217`*^9, + 3.796989769490077*^9, 3.797141577799089*^9, 3.797155268714089*^9, + 3.799979902410688*^9, 3.799980679910213*^9, 3.799985583331884*^9, + 3.7999858866332417`*^9, 3.799986678716804*^9}, + CellLabel-> + "Out[856]=",ExpressionUUID->"55ebaf28-5097-4647-851d-b36abe22075b"], + +Cell[BoxData[ + FractionBox[ + RowBox[{"29.60308611982922`", "\[VeryThinSpace]", "-", + RowBox[{"17.139317776652955`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"8.598939673092886`", "\[VeryThinSpace]", "-", + RowBox[{"3.6459655213897344`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.6383720195770402`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.027940005808346036`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.0005717498402819177`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"8.123609455123201`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}], "+", + RowBox[{ + SuperscriptBox["qq", "2"], " ", + RowBox[{"(", + RowBox[{"2.6489944068773634`", "\[VeryThinSpace]", "-", + RowBox[{"2.109815577833317`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"8.598939673092886`", "\[VeryThinSpace]", "-", + RowBox[{"3.6459655213897344`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.6383720195770402`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.027940005808346036`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.0005717498402819177`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"8.123609455123201`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}]}], ")"}]}]}], + RowBox[{"8.123609455123201`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]], "Output", + CellChangeTimes->{3.794722330561166*^9, 3.794722451514659*^9, + 3.794722761467866*^9, 3.794725052320511*^9, 3.7947276371983213`*^9, + 3.7947401631904097`*^9, 3.7948010012502613`*^9, 3.795926714954503*^9, + 3.796093713424684*^9, 3.796350861199071*^9, 3.7963585155356894`*^9, + 3.79635993145538*^9, 3.796541532394823*^9, 3.7969895748917217`*^9, + 3.796989769490077*^9, 3.797141577799089*^9, 3.797155268714089*^9, + 3.799979902410688*^9, 3.799980679910213*^9, 3.799985583331884*^9, + 3.7999858866332417`*^9, 3.799986678798715*^9}, + CellLabel-> + "Out[857]=",ExpressionUUID->"eb810d48-ec87-447d-801b-400c86e3103f"], + +Cell[BoxData[ + FractionBox[ + RowBox[{"29.60308611982922`", "\[VeryThinSpace]", "+", + RowBox[{"17.139317776652955`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"8.598939673092886`", "\[VeryThinSpace]", "-", + RowBox[{"3.6459655213897344`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.6383720195770402`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.027940005808346036`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.0005717498402819177`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"8.123609455123201`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}], "+", + RowBox[{ + SuperscriptBox["qq", "2"], " ", + RowBox[{"(", + RowBox[{"2.6489944068773634`", "\[VeryThinSpace]", "+", + RowBox[{"2.109815577833317`", " ", + SqrtBox[ + FractionBox[ + RowBox[{"8.598939673092886`", "\[VeryThinSpace]", "-", + RowBox[{"3.6459655213897344`", " ", + SuperscriptBox["qq", "2"]}], "+", + RowBox[{"0.6383720195770402`", " ", + SuperscriptBox["qq", "4"]}], "-", + RowBox[{"0.027940005808346036`", " ", + SuperscriptBox["qq", "6"]}], "+", + RowBox[{"0.0005717498402819177`", " ", + SuperscriptBox["qq", "8"]}]}], + SuperscriptBox[ + RowBox[{"(", + RowBox[{"8.123609455123201`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}], ")"}], "4"]]]}]}], ")"}]}]}], + RowBox[{"8.123609455123201`", "\[VeryThinSpace]", "+", + SuperscriptBox["qq", "2"]}]]], "Output", + CellChangeTimes->{3.794722330561166*^9, 3.794722451514659*^9, + 3.794722761467866*^9, 3.794725052320511*^9, 3.7947276371983213`*^9, + 3.7947401631904097`*^9, 3.7948010012502613`*^9, 3.795926714954503*^9, + 3.796093713424684*^9, 3.796350861199071*^9, 3.7963585155356894`*^9, + 3.79635993145538*^9, 3.796541532394823*^9, 3.7969895748917217`*^9, + 3.796989769490077*^9, 3.797141577799089*^9, 3.797155268714089*^9, + 3.799979902410688*^9, 3.799980679910213*^9, 3.799985583331884*^9, + 3.7999858866332417`*^9, 3.7999866788011417`*^9}, + CellLabel-> + "Out[858]=",ExpressionUUID->"b276be37-4da2-44ad-994b-d49e2e67fd88"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"Plot", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"fit22115phn", ",", "fit2115phn", ",", "fit3315phn"}], "}"}], ",", + RowBox[{"{", + RowBox[{"qq", ",", "1", ",", "12"}], "}"}], ",", + RowBox[{"Epilog", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"Point", "[", "dataq22115ph", "]"}], "}"}], ",", + RowBox[{"{", + RowBox[{"Point", "[", "dataq2115ph", "]"}], "}"}], ",", + RowBox[{"{", + RowBox[{"Point", "[", "dataq3315ph", "]"}], "}"}]}], "}"}]}], ",", + RowBox[{"Frame", "\[Rule]", "True"}]}], "]"}]], "Input", + CellChangeTimes->{ + 3.7905167273661346`*^9, {3.7906752011432133`*^9, 3.7906752014899263`*^9}, { + 3.790675289305591*^9, 3.7906753077830067`*^9}, {3.790675361268032*^9, + 3.790675378699053*^9}, {3.790675413665827*^9, 3.7906754531557713`*^9}, { + 3.7947224706219387`*^9, 3.7947225027020082`*^9}, {3.7947230112568483`*^9, + 3.794723014766715*^9}, {3.794723048295319*^9, 3.794723053793068*^9}, { + 3.794723142461474*^9, 3.7947231467394743`*^9}, {3.79472346862388*^9, + 3.7947234807015667`*^9}, {3.794724742445595*^9, 3.794724751247855*^9}, { + 3.794800833423633*^9, 3.794800839169923*^9}, {3.7999807125485353`*^9, + 3.799980719722645*^9}}, + CellLabel-> + "In[859]:=",ExpressionUUID->"acaaf87d-605f-449f-a267-565d9485fdf8"], + +Cell[BoxData[ + GraphicsBox[{{{}, {}, + TagBox[ + {RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6], Opacity[ + 1.], LineBox[CompressedData[" +1:eJwVzn0w1HkcB/ClyK6T1lqS8rh8i1RyPVDX55MrUXQUW11RnKdKYoiu0KBC +nk6qUaTpbI/q0E5l1uM6RXVZJInfrrUedmmnlppoudzeH+95z+uP98zbOuT4 +rjBtGo3mo8n/vbnTfSONpoKC+HnpcdlKmG90/UWHgQoiE71G87KU0Os3yS0z +V4GW1IdzL0MJ8R3lsR7rVMBiVy/uTVfC3XbjOznRKpBwul1WJGn2ohGmmVgF +C4L0ZTeilEC9uiB3FoxDG/1cSqW3EhKedV78Lf4zvOx6ZiOkK+FJwsFaB5dJ +0KqfDG6N+gAPKv7JiHykhjkJj38OEI3Bi3e2lSZW30HfrWNh1YoxmJLUBBgr +aTjuu2XptuRRkLO5vL13tTHT07Re9E4BVHk01ZY1F+Ml/lOhRAFhrjPuySG6 +2OXUcsHzjBxaGafU4eZ6WGZvGH5YMQLOGxKK077RUc2t6/P1HoETFSG575/q +Y1f0ZcWapmHwMW9+GHnMAJ/riI64uQ+Dw0jZ02WehtgfoaN+2jAEMWpXemHq +Aoz6VnLsgc8Q7HQOdrwfy8T6NxU/ufUOwtfBptDAQCM0eGixrz1mEHKqSzxW +uLLwbv/qjLXsQeDVrllSRIzR7/hce2G1DO7LPEosddmojLtz81ykDFzWmy7A +STZW+wYP1ZnK4Dzdpnhm0ATjkhS4rm0Ans/w2robTXFHXNrqyLwByLKUf/Wq +XIirafqOP+wcANfQmy29+WbYkKoY55gMAJ9zpWLe0UXIspXIv8qkUGm8Pef1 +XnPMbhW1rKqQwjX7BGbV2sU49SZMYpkmhXmRwdlOZAkGkZOcbH8pbLLLWOzB +ssATl/zndDtIIWSuHTfpkwUeytxtGKMrBTor7ewOiSWm7z0jn2zqB9HNcqeS +ICssjtHevC+tH2YT+TzpKytsX5Kc+tKjH1TDi67EulujidMem4WMfugJrd/P +rLJGIYcKGuiSQOppYfG/S23QN185U1YqAesyWuVUkQ069z+q+R4tgdt6YpFQ +1xYFl1S7ht0loNQxO/Iu2RbHAvjbW9gSWGZc0DOttMU9ys0TjI9iIIJIYVQY +B3/s1Tsd8kwMjFLx4/I+DgYa5nIFN8QwdDEv5ZuXHUaP2zWdShHDGcsbwkKh +HTIufy7lHhADs+5Dz0Zne7zg2ymw3SSGzKK30/xSe/xUtYFHsxGDUN/yaiKb +oMQ7PnOOjhhU+TzG9rMEN6oz9Pw+ULCN2i9bf55ge0at1cAYBaVLWQKSSXAc +ff1iNfYWph7WySEYofh9umCUgnsTQa2NhQRXRpvGdckpCAkwO7+ujOBFae5o +4BAFXYvytOyaCPb+EtecJqbAMWLre1YzwfpbKX1sjdP4M5Xazwk6MFiMexQF +q7yPHpK+IKgW1T4U9VGQm+zZUNxB0Cc9cL5FLwUeUu1kowGCDC/OyoZuCq4v +F/hrDRIsLODX7Nb4y8nY5aohglPLQg8q3lLwJ1Pa91pBkHnbUMnUeNa9zi1L +RfBjM2UW/oYCbn680ckJgh0JfwdNd1LwV5/jWPgXgr9GFAn+0PhA/LWrW6YI +0nmfn9R0UMBv9It1UWv+bD22x09jhgHdy2aGYJSoZr68nYLgfY1WzO8E10/0 +UEkaV99KnJqdJXjtYL3QSOP/ANbrU8Y= + "]]}, + Annotation[#, "Charting`Private`Tag$433401#1"]& ], + TagBox[ + {RGBColor[0.880722, 0.611041, 0.142051], AbsoluteThickness[1.6], Opacity[ + 1.], LineBox[CompressedData[" +1:eJwVy3tUjAkcxvGpQzTUmm50UVOZ3or26AxqXPr9msNQJKVGInSRrMuqHUUa +towS0RGHmLRRLWukMmsbpcyYUGxSxyq6KLVy0pmmdJmZ96V994/nfM/nj8c5 +5ufQ3cYMBiOI3v/1b+WvZDC00FP2RmwdpgFzi+uNLWZaiKwKCmyI0MD7kElh +sb0WBDnvLoijNCBqkSUKfLTQ52R/ajheA7dfW93KOaiFwZH+Iu1R+t/8iWXb +pQUjE6o1rkgDnS/PDHhXjwBzzbKt3zUaSH7amhcr+gqCEyFu/nnD8Ffyzkee +3EmIiZDWV0m0cLf876yE+wa4z5ndWbpiBBrbXCts2N/BPRjMHUZGQNddE241 +xMBY9bVQuXwUBqyFJRG3jXH0sAN8if0KnbKDna+yp+HdVWUmiXZjsJtH8cUx +Jjjz/GLtIfUYNDBTDfH2M1FpLer32jIO3iuSpRl6U8Sa2vLVQ+NwuDzm3Luq +WRgs+BXnHZiAIPv6soQDZmji21VA9k6A56fiKo91P2B/fuOxBuEkHDLwTC+m +z0FuqK5iqHoSNnpHL7yTyMKBHGGrxFEHE31P4qKiLPBS49Oi4RQd5CgKBD/y +LLHswSlGWr0OSh4tnZ9PWGH+5Q815XP0cOejoMDJxBq9WvP+nAjRA9d37hyc +tEaf++n3BvL0kGnqIqX6bHBJWrFnRJMenlElr94q56KDR5njuSk9ZDsNTARU +zMPwcZGVwtsAvLgbz9/n2uKLZ7zIwe0GkC+4XD5jnx0KXiiN3CUGqLAKzGmK +sMflHemMXJkBrrklsyqXOWApe4RT2GSAGQnRZ72I+Ri9l/+8bdgAfpwsB4Gl +I55Ns6UmzEmImcYRpg074kd1d7TegwRTywzJ+m4nTOK4qXENCc03ZF4FO9g4 +bjz9HrWdhKkUeUnPSzZ+ytxhU59EgvZfu8uJfGfMOthg0X2ahPa4um2sSmdc +Gmku8ywgIf2YSvrN3QW5xx0y1eUkOBczKnT5LpiUUPpwUEnC7zO7mlUmrrjr +687Zda9JGJpu+1Ob2BX53C6qt4cED6sL7eSQK95JVQSZD5NAVCeo9u9egI6W +dUmSbyQwC7seyDoWYKpos/4Dk4L+vPPH9QEcrD0WW1dsQ8EJp99UF1UcfEsG +uVe6UMCq/dK+0tsN1265viTMi4LT+f+Q8kI33JPc5OvrQ4FqltPVFGsCIwc0 +ilh/CrS5JcxACYFnNnL9YwMpWNu57aNvJoEzUo/uOUO70N2ymjhN4OsTXySV +tDeo0vdOzyHQ43BU6RTtP0Z3NCgvEpgdrEqTrqcgJtw206eYwBfTGrJaNlDw +xu68EecJgWNNUrZPMAUL96x5Z1lPYClzk3cU7Qw5VWH8jEDeqnTeSdqLN+zb +1dNI4K19cYubaZ8Tr3ssbSFQwfpFEb+JAkGPsdiil8DW523cSyEUXF9UHWbU +R2CAIqP2Ie2xI4mLtP0EmrW3+H2gfZPV09H0mcCb4fHunqEUTPFrl2drCVwx +KLvymLYwV2RxZJRAIVXT3U/7XsfCwfgxAnuzTs5nbqZgu+ja1dU6Av2K+Blh +tOXKkESugcD94363j9JmmpkGuFAENoZRTwtpR29VslnfCYxnizvUtBWlKbqp +KQIlD9WfP9P+D5Q1WCg= + "]]}, + Annotation[#, "Charting`Private`Tag$433401#2"]& ], + TagBox[ + {RGBColor[0.560181, 0.691569, 0.194885], AbsoluteThickness[1.6], Opacity[ + 1.], LineBox[CompressedData[" +1:eJwVy3s0lHkAxvEh7zvGLcOgIcb9Ry6nqVPS2uZh3buqWGWpRGxJae2wSsU6 +IreznJUSuSWl0E5SKmsUkSKdEpEUpQs1Lkko++4fz3nO54+vUeC+jcHyLBZr +LbP/3/GRkwOLJRNVK9soVLupQE0jr6VDVSYKSdht7u+qgmdeX3yK9WQih9H5 +xQouKojsKI9wtZOJ3BwrKr2cVFD2kHcuNVwm0uePLhl0YPr2N1z+c5ko36Ku +6YNQBb2tx4eEtaOiyOS7jql6KhA3PsrcGTkuOlrim+45ooyr4m03Fy39Ilov +UZ/PS1DGxcr7x0L/mRbRG2cevzNQRstTkyptw+8in9kXyz7eUMJU3w1v3jAL +AR4+ri6blDCk5VPiWyYPi7tp0fc+c9BbHt7blqyAzr5PH3/M5iDYftYpNpBG +4/uz3LerOGhWipnepaeIvDU2Z/aNK0L4gzg3/isHRbrhW3XKFPF7ZWBad40y +fpuRDheFKGKt3p1LoXtVYXCOZ11uo4hFb4prLN3nw096RX7lBBv7p+05WXHq +6Ale6O53m411wh1WFyK46Kz51L4gi43JgYYgf38NvKkLuaIWykbqtdOutvaa +KNqi5b/3JzZKbi7TzyE8fF6uf8BCwMaFV66nBbQWUkNrVFax2Fi6QkcdX7RQ +kVRkXfCSRiLHOHd2QBuTYp6vsIlG02xJW2e9Dkq1uouvVtBIFgxNelQtwM7M +0WTvEzTsgwrvPsvgw7NgusP5TxoS0+xK9h5d3NMmrToRNKp4nqkPfPVQ+rPt +xsEAGqfMxdzLyxdCunz83ZL1NNihO1JsiD767OL3R4lorDI7ttBV0wAVgQcC +hUIagQpmPoc+GcBW2zbpsSkNjmZ8wuo+ARbdEGsELKDRXlhuczrAECObG9VT +VGnMRUlK+lsNYZTyfXXBPBqy17rZEU5GcHSRa8v6SqErqM6Pe9kIYtv8iw9l +FOIOSnO/WRjjmDRnYmSIglExq2oqxxg7j+4Ks+ynUKr4vF1Km0AejS9Y3RSG +Kf7up7EmeK1sPlTdQcGS91fXzLAJnDfNW7yhlQKpDZWGBZsi2vtQ8707FJTy +n1eX95gi5vW4e1MdhcHM9MNfPcxweJx3NuY6hSOCM9IsqRnqOM6zalcocG99 +6HIQmiN30zqRWyWFpJwnM5J8c5BT90nnBQpSZcHJKC2CtA8NDS6lFGQZJUqe +CQRhW03POxRRcOv1e7UikWBbr0TPinG+hWYtSSJIL3fO5DNeI437lUolyAgL +TpkspHB+LKC5Pougyyb+UhXjQG9+ol0x098SVJkxfqybLmfWQFA3fr1Uo4CC +VYhLt+Ydgv56qxNyjOMls1XyTQQD8X+kyM5QWLxmz/b+FoK/fUqOtDFOi3X/ +N7eD4NtunezjjF375WM1XhLc5opj5jHOs67dLDdAYO4iKBvLpzARHWEtGyQY +357Z/ZJxEbe/58Fbgt7eDrd6xnNOt1YmywgKW7K9Yhn7ZERqRI8ReBrtzwtj +XNFj9X7XBMGzOKURP8a/RJ466TxFcPBz7ImVjCX1XhFLpwnCn2wes2SspMrx +MJ4lUPN9u4HPeMeWekPud4LmIDuJIuNrZ6Om5uYI9g2AP5VH4T+Law2V + "]]}, + Annotation[#, "Charting`Private`Tag$433401#3"]& ]}, {}}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->{True, True}, + AxesLabel->{None, None}, + AxesOrigin->{1., 0}, + DisplayFunction->Identity, + Epilog->{{ + PointBox[CompressedData[" +1:eJxTTMoPSmViYGAQBWIQDQEf7DvEVFzmH39rDxTjAPEfpEltaf/52j6c4e// +//8/22/Y+6mzLvO1PVt8LFD9D/sIxz4/QbPX9juKDlre9/9rX1F3aYFB7Cv7 +hWslGIEKHH7UmmYfZH9lH6SZJr6unckhQGz7pZ0zXtj/ePQGaB6zw93MubWL +/jy336YWpBTDz+Iwy3NCblTWC/t8bV6gdg6Hm/ERu96vemaf/l6SGcTv3xui +/PPBM/tjypxAeR4HFpc+1+lsz+zlt83Z8/8/v8OWwseM6+c/sb9s9u8/iG/w +9MKi2/ef2HtqyQDVizhIcDn26h99ZC/pcxgoL+pQpP2Wa97Wh/YLpq3/8e2/ +uEPJgwj7gF8P7fvdJYEWSDgk8VaaF898aB97p+/Q1w4Fhw0nCm4ur75vb9Qp +CTRPyWHNmfqg1st37eN9tgDNU3aYcq595Sahe/YACbyZRQ== + "]]}, { + PointBox[CompressedData[" +1:eJxTTMoPSmViYGAQAWIQHc7w9////5/tV/ju+7tl8Xt7tvhYoOgP+5qHd6QY +qz/Y7yg6aHnf/699i+n5QPHLH+0XrpVgBCpwWMKk3jgr4JN9kGaa+Lp2JgeB +SVeDpdd/tv/x6A3QPGaHJ/d2XuwV+mK/TS1IKYafxeGIiuy7luuf7fO1eYHa +ORw8Zh22vZjz1T79vSQziN8icGHe3fSv9seUOYHyPA4n3jy0Vo7/Zi+/bc6e +///5HTJ+hq38l/fd/rLZv/8gvoyXxla/5O/2nloyIN84vCnUVov+88Ne0ucw +UF7UQeLWnhz92T/tF0xb/+Pbf3GHG+aVWf9P/7Tvd5cEWiDhYPAxQMjk7U97 +q8kg78g4VDCUzV02+5d97J2+Q187FBzeRWyX8Kz/bW/UKQmUV3Iw/NjDn3v2 +t328zxag+coOTgwnlH6o/7EHAOsKk2Q= + "]]}, { + PointBox[CompressedData[" +1:eJxTTMoPSmViYGAQAWIQHc7w9////5/t5SoOTbh1m9uBLT4WKPrD/srZ70v1 +C7kddhQdtLzv/9de6I6XRs8lLoeFayUYgQoc0uLm9NTUcjkEaaaJr2tncogJ +P9KW68/l8OPRG6B5zA7VcWUZKsWcDtvUgpRi+Fkc3tQWnr23n9MhX5sXqJ3D +oatnyuXsjxwO6e8lmUH8RetENsQpcDocU+YEyvM4XFwV3bO2m91BftucPf// +8zs8/3+n+ThQ3WWzf/9BfIbLR5uMP7I7eGrJgHzj8CDeNPJjPLuDpM9hoLyo +Q9rj+pj9ZuwOC6at//Htv7iDdaDztfwpbA797pJACyQcSjykpMNPsDlYTQZ5 +R8ZhgeaOfy9T2Rxi7/Qd+tqh4PBuZqtK8T9WB6NOSaC8kkPEcnPWiJusDvE+ +W4DmKztYZF/z/TOF1QEAwrWEZw== + "]]}}, + Frame->{{True, True}, {True, True}}, + FrameLabel->{{None, None}, {None, None}}, + FrameTicks->FrontEndValueCache[{{Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}, {Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}}, {{Automatic, {{0., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {1., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {2., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {3., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {-1., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.8, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.6, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.4, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.2, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.2, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.4, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.6, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.8, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.2, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.4, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.6, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.8, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.2, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.4, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.6, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.8, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.2, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.4, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.6, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.8, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {4., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}}}, {Automatic, {{2., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {4., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {6., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {8., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {10., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {12., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {0., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {4.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {5., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {5.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {6.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {8.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {9., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {9.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {10.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {11., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {11.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {12.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {13., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {13.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {14., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}}}}], + GridLines->{None, None}, + GridLinesStyle->Directive[ + GrayLevel[0.5, 0.4]], + ImagePadding->All, + Method->{ + "DefaultBoundaryStyle" -> Automatic, + "DefaultGraphicsInteraction" -> { + "Version" -> 1.2, "TrackMousePosition" -> {True, False}, + "Effects" -> { + "Highlight" -> {"ratio" -> 2}, "HighlightPoint" -> {"ratio" -> 2}, + "Droplines" -> { + "freeformCursorMode" -> True, + "placement" -> {"x" -> "All", "y" -> "None"}}}}, "DefaultMeshStyle" -> + AbsolutePointSize[6], "ScalingFunctions" -> None, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}}, + PlotRange->{{1, 12}, {0., 3.5350132299658648`}}, + PlotRangeClipping->True, + PlotRangePadding->{{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.05], + Scaled[0.05]}}, + Ticks->{Automatic, Automatic}]], "Output", + CellChangeTimes->{ + 3.790516727820496*^9, {3.79051729717238*^9, 3.7905173209186363`*^9}, + 3.790517442629511*^9, 3.790517712934001*^9, 3.790675156310947*^9, { + 3.790675191135728*^9, 3.790675201754025*^9}, {3.7906752914403343`*^9, + 3.790675381379657*^9}, {3.79067541431059*^9, 3.790675422279451*^9}, + 3.7906754536987667`*^9, 3.790682656250534*^9, 3.790687060236467*^9, + 3.790687993639791*^9, 3.790688713178996*^9, 3.794718523585072*^9, + 3.794720359080772*^9, {3.794722483826476*^9, 3.7947225032363787`*^9}, + 3.794722762034974*^9, {3.794723015341692*^9, 3.794723054206992*^9}, + 3.794723200281941*^9, {3.794723475829033*^9, 3.794723498260783*^9}, + 3.794724768193121*^9, 3.7947400356654263`*^9, {3.794800831292171*^9, + 3.794800839691607*^9}, 3.795926572616428*^9, 3.7963507313404427`*^9, + 3.796351388883562*^9, 3.796358385940613*^9, 3.796359796355442*^9, + 3.796541423770163*^9, 3.796989496138978*^9, 3.796989693298666*^9, + 3.7971415102856503`*^9, 3.7971552141218233`*^9, 3.799979726580822*^9, { + 3.799980720036955*^9, 3.7999807270432158`*^9}, 3.799985584644744*^9, + 3.799985886854761*^9, 3.799986678903513*^9}, + CellLabel-> + "Out[859]=",ExpressionUUID->"f15fea70-fdcd-4d80-a3fa-ccca0cebabe4"] +}, Open ]] +}, Closed]], + +Cell[CellGroupData[{ + +Cell["Plot all together", "Subsubsection", + CellChangeTimes->{{3.7947191021638327`*^9, 3.7947191135074167`*^9}, { + 3.7948010016819773`*^9, 3.7948010032716084`*^9}, {3.7999806807820063`*^9, + 3.799980681717243*^9}},ExpressionUUID->"a9554323-b56a-46dd-a836-\ +f64f04d9841d"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"pl", "=", + RowBox[{"Plot", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + "fit2210n", ",", "fit2210n1", ",", "fit2210n2", ",", "fit2215n", ",", + "fit2215n1", ",", "fit2215n2", ",", "fit22110n", ",", "fit22110n1", ",", + "fit22110n2", ",", "fit22115n", ",", "fit22115n1", ",", "fit22115n2"}], + "}"}], ",", + RowBox[{"{", + RowBox[{"qq", ",", "1", ",", "10"}], "}"}], ",", + RowBox[{"PlotRange", "\[Rule]", "All"}], ",", + RowBox[{"Epilog", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"Point", "@", + RowBox[{"Delete", "[", + RowBox[{"datafit2210", ",", + RowBox[{"{", + RowBox[{"{", "6", "}"}], "}"}]}], "]"}]}], ",", + RowBox[{"Point", "@", + RowBox[{"Delete", "[", + RowBox[{"datafit2215", ",", + RowBox[{"{", + RowBox[{"{", "6", "}"}], "}"}]}], "]"}]}], ",", + RowBox[{"Point", "@", + RowBox[{"Delete", "[", + RowBox[{"datafit22110", ",", + RowBox[{"{", + RowBox[{"{", "6", "}"}], "}"}]}], "]"}]}], ",", + RowBox[{"Point", "@", + RowBox[{"Delete", "[", + RowBox[{ + RowBox[{"Join", "[", + RowBox[{"datafit22115", ",", + RowBox[{"{", + RowBox[{"{", + RowBox[{"7", ",", "0.185"}], "}"}], "}"}]}], "]"}], ",", + RowBox[{"{", + RowBox[{"{", "6", "}"}], "}"}]}], "]"}]}]}], "}"}]}], ",", + RowBox[{"PlotStyle", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "1", "]"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "1", "]"}], "]"}], ",", "Dashed"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "1", "]"}], "]"}], ",", "Dashed"}], "]"}], ",", + RowBox[{"colors", "[", + RowBox[{"[", "2", "]"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "2", "]"}], "]"}], ",", "Dashed"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "2", "]"}], "]"}], ",", "Dashed"}], "]"}], ",", + RowBox[{"colors", "[", + RowBox[{"[", "3", "]"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "3", "]"}], "]"}], ",", "Dashed"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "3", "]"}], "]"}], ",", "Dashed"}], "]"}], ",", + RowBox[{"colors", "[", + RowBox[{"[", "4", "]"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "4", "]"}], "]"}], ",", "Dashed"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "4", "]"}], "]"}], ",", "Dashed"}], "]"}]}], "}"}]}], + ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"PlotLegends", "\[Rule]", + RowBox[{"Placed", "[", + RowBox[{ + RowBox[{"LineLegend", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + "\"\<\!\(\*SubsuperscriptBox[\(A\), \(R, 221\), \((0 M)\)]\)\>\"", + ",", "None", ",", "None", ",", + "\"\<\!\(\*SubsuperscriptBox[\(A\), \(R, 221\), \((5 M)\)]\)\>\"", + ",", "None", ",", "None", ",", + "\"\<\!\(\*SubsuperscriptBox[\(A\), \(R, 221\), \((10 \ +M)\)]\)\>\"", ",", "None", ",", "None", ",", + "\"\<\!\(\*SubsuperscriptBox[\(A\), \(R, 221\), \((15 \ +M)\)]\)\>\""}], "}"}], ",", + RowBox[{"LegendLayout", "\[Rule]", + RowBox[{"{", + RowBox[{"\"\<Column\>\"", ",", "4"}], "}"}]}]}], "]"}], ",", + RowBox[{"{", + RowBox[{"0.52", ",", "1.00000001"}], "}"}]}], "]"}]}], ",", + RowBox[{"FrameLabel", "->", + RowBox[{"{", + RowBox[{ + "\"\<q\>\"", ",", "\"\<\!\(\*SubscriptBox[\(A\), \(R\)]\)\>\""}], + "}"}]}], ",", + RowBox[{"ImageSize", "\[Rule]", "Large"}], ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"FrameStyle", "->", + RowBox[{"Directive", "[", + RowBox[{"Black", ",", "Bold", ",", "20"}], "]"}]}], ",", + RowBox[{"LabelStyle", "->", + RowBox[{"Directive", "[", + RowBox[{"Black", ",", "Bold", ",", "18"}], "]"}]}], ",", + RowBox[{"GridLines", "\[Rule]", "Full"}], ",", + RowBox[{"Axes", "\[Rule]", "False"}], ",", + RowBox[{"Filling", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"2", "\[Rule]", + RowBox[{"{", "3", "}"}]}], ",", + RowBox[{"5", "\[Rule]", + RowBox[{"{", "6", "}"}]}], ",", + RowBox[{"8", "\[Rule]", + RowBox[{"{", "9", "}"}]}], ",", + RowBox[{"11", "\[Rule]", + RowBox[{"{", "12", "}"}]}]}], "}"}]}]}], "]"}]}]], "Input", + CellChangeTimes->{{3.79635276218297*^9, 3.7963529689482183`*^9}, { + 3.796353578614531*^9, 3.796353664200387*^9}, {3.796356166308751*^9, + 3.796356283523225*^9}, {3.7963578100081463`*^9, 3.796357810219645*^9}, { + 3.79636353299969*^9, 3.796363533130734*^9}, {3.796368213193612*^9, + 3.79636822896074*^9}, {3.796369318621606*^9, 3.796369368832238*^9}, { + 3.7971410069448137`*^9, 3.797141007193837*^9}, {3.797141392757203*^9, + 3.7971413932817163`*^9}, {3.797155253609788*^9, 3.7971552572164927`*^9}, { + 3.79715529095459*^9, 3.7971553662467527`*^9}}, + CellLabel-> + "In[978]:=",ExpressionUUID->"16ad665d-3afa-499c-bedb-b1274fcd679e"], + +Cell[BoxData[ + TagBox[ + GraphicsBox[{InsetBox[ + GraphicsBox[{{GraphicsComplexBox[CompressedData[" +1:eJxN3Hc8le//B3AhZJQGIg0zJNkrug/ZMjJTyIgQQtIwSjKKkFVJsiJSUpKM +jDJDjnlQnFP2OTYNGb/r83j87uv6/tXjPM493vf7uu6753ldzhFwumjmQk9H +R6fBTEf337+keSMZOro5rHvbwwihy4uY7OFk/QddC1jdt0P8pi8WMQFHl2K2 +kWXMeNO9+9Ehi1hFHOOO2zV/sKw00eFDCotYDgeTXHrsP4x37x0sfGwBE7wd +n538aB0TzRTea524gOWu+EfoldERWEMNndkNF7DwI2M/5DXpCYPGg40JDAsY +e0zU/oXPDASxHbQJnc/z2KRLwqniw5sJyocW42ix8xhnpYPKcAkTQVhkcWve +6XnsXlwK9zZBFkJ7gbfgbal57M3dta5tUVsIs65N5fzM85gAvbjKDXY2ws1H +8YelyHPY2K+K1LkAdkKYmTA9U/Uctnx+Z07HBgdBU0XcVCB9DiukS7sXGrqN +EL2XVht/cw6zZWtQSfXnJHz5Rzhy8PwcFmWRQfdCaTshdq1B/bXRHHbW9lV9 +5fR2ws2gg+RXSnPYmaz0oc1vdxCifHS/xArMYYeC8s6/999JEI8aeevCMYc9 +2zUy4y6+i6D1+Ll98e9ZTJtK32I+vYsgR2bcsbd7Fou/aZl9LIeL4Jz8m4f+ +3Sz2Kr+Gdt+amzBFH+9/8uEstsC59S4/Hw8hlnuWlTVwFqMoxok8/8pDoKTq +XTNynMWWUxd2XUjaTTDLObKxpjOLfU/w9k+x5CX47x0Yy5SaxS7q7+us28JH +sNqf9Ggf7yx28NjrMNE2PkKxj4XWJoZZ7O78ZbnosD2EkQbNZo/ZGaxG2cL8 +lCI/oTyvbEHg+wzG/3FXo+0ffgKVre4I1jKDCdFvUXF6uZdwSUq97fKHGczk +9vB6uu8+wuYvX5r3PJ/BROsn676J7SdgTE6fnj2cwToesf++9W0/Yf7F0lOh +uzOYaW8U9trkAMGS5aM4V+AMthV7dutpwQEC19uTwpleM9hQw5uLEhwChMur +Pmn5Z2ewhw9bkya9BAinn4b8jjSbwZ7r06mINwkQLA1KaJ91ZrAWXpFIRglB +AikwU+S26gym2exs4RAuSPgYSNsbfmQGy6l7ZTM3JEhwbxUgCYjMYLsHp1j4 +CUIElvDofzp8M9iPToJSU6oQgZIy4HKbcwar1+j9u7EhRDjoIbVlM9MMFh7n +W/XFfR7j6zxiX5q1iEnoBgcTzyxhXDwcK7Jpi5j3nxKKrtlvrCsh43fOmUXM +4m707nNtQoTFvMt5Smwz2Kuas79HS+YwukiiXM/9RUxK9Y5zyYNFTPLXfLxQ +7iLWJHmvWfzxL8zRKoD8zmsReyw1dpC7RIhwyM2vdIBjBrO1Dwsr3reALUfm +RdwqWMRELXwfzOxfxnINaM+KYxcx9jHpLW/GhAhh550OPGaZwY73W+26dHoO +s9rZsFUifBF7LRfX+wzcp1fMlGbd8hexJZ1rVanYLyz7wItS44BF7OPNxCMX +84QIWTIxZVLbZrC5gOsZx8B9OGsQZpuat4g9N7rCSq5awnarjCh2Jy9i0spD +nGwDQgQRDb+kiS0zGN9zt4FT2+YxJ8ebL+IeL2KFhLC5ur+L2IUUxuevMhex +Ru0YV+FrC5hfQMJCIXie5Jy+ILwWuoyl2KmUj0UsYhOJYZtsFoUIStF6eibM +M1isS2eWyuE5rLyUNehR8CLmK70jPp1xEfPitbgSDa6f1eKiUtf2X5haTkvM +teuLWIe4x9s9mUKEwaZUm35QvyrDL6nND+ax1q1qHJ7PFjF3g5VPpJglTO7A +tpm9jxYxTUpJ0vsuIcJxh9HJONYZ7Jz8iNv+H3OY5DsDD1YwLl7qTAUVTYvY ++udyB/acRWxHJ/PyFHhujXZo/zAE9btYz3xfNl3GJFcnc4fvLmIraqfDN08L +Ec7pM21aBvX/OTEYXhg5h1nmM28ZiV7EZhXZ9750BeMeNr88A/qZO7W+/er8 +PCZV1NqvD8ajY8+0YYLaPLYh8ErC5+kiRj1Op9QisYQFcViYbQOvgz5wkuxy +F7BYoaQT//Wvd6owuPCvEOFfestyPpifbw9xTqVxz2EEw0nhoGuLWOerLhof +bQEL+lw3/xf0K+W0h//syjLGPsrSFB60iNmEWC7PPxEiKGsYd0qB+e7QLBfg +dnMeOxps/FoQXG9LU8UBS/8lLEnORa8odRH7opDRe68DbN+dXfET9OvOisDr +W1/mMLezxVERSYtYe0Ujk/LrRUz92uIeAdBvpYfaasYKC9jWkdAXS+D8DT1F +qn7Ky5jJTF5JW8wiFnZfu3FwUoiw9ekAgx6Yr/t28rZt853D7LpSVzOiFjHT +d23XxI0XMcHkmeDS5+D8r9VsBgfmMUVGYb9Q8HqZIpG4LDKPXR0t6kt8soid +qKtN1NmxhImsmYy6ZixiWTeM99fGLWCOY+q+ZaBfZ7GH1bd+CREUb+gmrIJ+ +uT1NOtN7fA77PtUbEhy6iHG+MZUT3LuIGR6aCN8M6uVSLxvPfDmP9cYlJiWC ++xPzzhWo/DOHUeprTzqB+UNja3kZ6bSA0RL/MN8Bx48tM6iRvrGItbo92rUT +jG+ocG3LLpYFLKrFKW4JjG+BZRHjEfN5jOwYPC0C7gfrxc74lcoF7H5Sn85/ ++xun1B7tXRUitEs0+FmD+hq2Ft0zZpvDItgj7a2vLGL03vJ7+ocXMIMHXfvE +wPbfvo8nBM8uY1b8CyF3wP2RLmbIbZcmRFiNKHtoA8bTr7CTl+/yPBb0Gvvj +kw3mZyS/yU63JYzsdX7ID9yfnOTk33/ahQin4/VfcYDnU9r3GnP5mjnMUKM6 +Ry4RzPvrYgq/wH6vDZrzc8B4GgSODG+IL2BmAnOM1aA/v5I43aUll7Ezdty/ +a+6B59fRoxM6E0KEb1bjsb5gPKV/vfepdZnDdu+5u5cG7u+b/lLPxzUWMZ/q +Gy47QD+GEgdXY77OY99vCbdtB+PJUt+smMc3j+0o/0hMAc/ToFDBOkamJWwi +aq6ZHfSrxGm6zu/2Ahb59t2bd/89PybvkaeXhAjXP3FPiYD7LfCW3Eak8n/P +i+A7CWAcCL7FjmROME6KSg6GoF6xA9bR5lnzmKsE3QoDGE+zk9r1XtNz2LYN +5YajDxexjRm3kyrWC1i+dlm+Fzj+xysvZmb8FjGm1YHbYWA8k5gdvBtW57Ep +Bu/BLFB/lbLxc7LuPGaze6XZBMw3j15f+cLiBUxtfP7RE7B/AuG9rcY/IQL3 +Tr7im2A8s2b9Ptr+WcASJttf14N6hN/lPkwjLGBWWi9ShMD2ZW1P3omPgfmt +03hhEvQjLq0ocNvjBaxDlFX3v+sdEDvE2uu1gGmR7/Gkg9feGoIHnXcuYCyZ +P3Zi4HhanPLTek0L2B/eRx4XwfustC98F9aFCIYX21SlwPlx3x3ZRtgxLYF8 +N3CBP9vGA/nubmhm4LWjyHcpaSMijSsL0HerD+b3prxDvvtXUVDc4458Ryj6 +dlVHBPmuK2B6xnx4HvruGc+Lr4QM5DuBuPfOdR7Id1OpmfTnFJHvHiQmrdix +It+tnkyo1P85B31XwDDFOFWJfKdyKXPcIw35zou7Zcg8CPlOMtuFJeks8h31 +iVPRmA7ynUD9hLO4FPKd8MvNjhW7ke+s7sic52FAvouRrtMIGZqFvvv3ri+t +sAL5jvu90/ttD5HvvknX3E+7inxnbpkka3wG+a7pUR3bDnXkO4XFqClZQeS7 +JhMzaS8m5Dumi9aa3rQZ6Dsb99FW9Z4Z6LthT61EyaoZ6LtRgUyr/DzkO7+X +FbIeich3husis5YhyHcpDT5nLl9AvmuO4e1qt0a+uxrFESWlg3y36d8FhmgF +5DtnqQKOw8LIdweeWPUm7EK+K74WXmvAiHy3lPzZd2JpGvouX6d1nXN8GvpO +Iv4ZMZk0DX13kD3I/s6Xaei76P62AxLV09B3uSovwqXfTEPf9RjuzgzMnYa+ +Uykyiex/NA19x7jd19z4PPJdsJDonTZr5Ls6vw0xJ37ku5GCVIw/Yxr6jo97 +o8DfAvlOopoxpckJ+W5Z9bOvlSTy3ZCunYle9jT0nYpbkkumJ/KdKYlr+boB +8p3acfbTv9Omoe8sB1U3RI4j3929Gn6Y+zzy3YGfb79tlke+2/k4cCslZxr6 +jnyOYbP8BeS7MdLYL6eTyHcrZzZPRqVPQ99dS//Qxu2AfPfmYWJtth3y3bjg +t7dynshzpvsb4s4/noaeyw0/Z/hXCXku9VUf03c35DmDm2cLG5WQ5+a/iO99 +9Wwaek7KlFU7zR15zrLrj3q+BfLc4cLDZ8yeTkPPmSzrvx47jTyn1/YhwNgB +ee7p9XLedE/kt0SJULUjoL+43wo1zns9OIH8lvJuCy+HC/Jb6tO7uVKeyG8D +k49/S55DXvvI2FzqfQF5TWUyxDwjdRp6bbb1p1axDPJaQWKZxDP3//Ha0T/P +slSQ1zbP+3XsAvMX91rpenLrPTfkNUVJYSJmhbx2upQLew/6gXttp2lYEMka +ec3bVG70viPy2qIP462Xnshna9Oi6omgH7jPZET6K3fqIZ8xyrhc4XVFPlNK +YYn/dAH5LEbToVzTCXnMYothz+AF5DGP5kc/GcD8wD0mdMX9XLM68hih6LkN +vRvyGHF/h0awB/KYm2LRxRw75DHB7xlL/qD+rognx/TB53qWqYUtpabIY1LH +GTqveCKPtUdmcQ64II9VXZZ+NO2BPJbI5DGsBsYL99hXX/lFeynkMXu2kNlN +HshjilWpD2JVkceOWfIq6IHxwj3GeIvzwtJ55LFdfA/ama2Rxzj7PlVMgvHC +PWYwdC9Vxgp57GWj57CUE/LY+fc36F94In8dnObUqwfjhftLq6bcq0Ab+Uu5 ++FDPI1fkL7MvE2E3LyB/3f44oaXgiLxV+6oslNUTeWuS43CpAhgv3FucN9q2 +zakibxkyq8/5uiFvDakrqO/wQN7SO1ZwwsQWeUvnRl92DDj+mLvaj5WEOYzt +EYHjrTHyln/nUXNrT+Stz6d1f7C6IG+lKpGTpC8gbwVdXEr2BuNlNJbUWRo9 +j22e3Jjhc0feio1kFMj3RN6yCJu7sQb2/7EePXtcZh4jqfd/xpyRv/g5LPvz +wPv0p3m15srmsbXsLR++eyCPrV9gx/6rD/fYLY3UC/GeyF8uhKEjbKAe3F9X +OedWbKqRv/KNjibr0JC/OEOv5j2pRf4qTHN7GH8R5WsKWQcc/XkWob/MItKj +SJXIX11m5UadPshfP0SbM4gHUb72gv0wvdEE8pdRo1Ql91vkL/sirT1TIchf +jHV6BgVmyF/kwPWyWQmUr1kdUbLyY5iH/mqVyePPpCB/cdtG1c5UI39NPfAL +vJeJ/FVgs7/ofCTy11+FZzxKXshfg4b6Z7OskL/Kre2OMBGQv9j+jOvEHEL5 +mnaNGucg7xz0V+5tc0Uuljnor4m/Uunn55G/bryOLrXoQf4yS9zDSv8B+StG +k4XFLQP5a/APe3tsJPLX8Bfb6B4flK+Z9Wi6btiifC3U/9xyjx7K18gXRo5K +Ks1Cf9FnvXvTLzoL/RXFa+8jxj0L/WWSsgULYJ6F/sK2hNS4/UH+Yrhdus5P +Rf4atg1WqxxC/tL+QdReIyJ/sTSf8CtqQP5SvGF7haUC+av6uXLwwdcoX9sw +Shu4movytbDzT675paF8zYJq+/1mIsrXdKovx/FGo3zNveOCr90tlK9RKWkS +966jfG2nCEe0tB/K16QTZ9z2DSF/vWBd8nhIRv76+UajYTwV+Yvumek28wCU +r439zq5U+Ir8dfjwcHTIJPJXq6+YCVcR8ldAVORer6soXyvKK89znkD++ldZ +ZzXRifzVHF02dswf5WuWhif3STUifzlJTr6uoCJ/idpnxT8oQ/6SakpzCrqG +8rVVaYYSuhHkL4NHlADtAeQvE9FhTO8yytcMhXXvsPQhfwknXY79MIr8tdqs +JyNKRfnazelej2ctyGP8v1volC6hfK19/HWhyifkMcLtjnEVGvKYVJOC16Eq +5LG6erYUxusoX/No8+o5SkEe4/QSSU/4jjxmvevJ1bbLKF9juWwoLNWFPPa2 +ssKgZRx5TPwgseDvJMrXOO+EBFDakc9k3aLry0H9uMcaTPs7O6aQx2o+buVw +GUMeEzpdY/d2AOVpSZ4f20/+RD6z1zz7Y5KKfFZuwf3wrR/K0+KbZxh1a5HP +Tiy3lhnTkM844nin3KqRz9zvi3frXUd5Ws0/pqT3w8hnC6q51fuGkc+4F2SU +OQNQnlbhPZwkT0Q+Y816a/Z6AvlM3Hqj++gkytNC7tm3UzuQ1/hNY1tWQX9w +nx37e+W2ORX5TN4Ps8BGkc/ORW0sjZBQfpY6b6UcP4K85vlJmiOZirxGp7BM +WAb9wX1mkXfwDQsN+ax/w2o8/we4X6q1jDAwL57X7hFuG0M+e2dguufJFMrL ++pKP68hPIZ9RTtad8B1HHjv3NmRJmIY8xmIiyOTnh/Ix1bz+ZpMa5DFFIXHj +/8YH95h/oL7r7RrksQ9l1qse11E+tjTkHT49hDxWWKs0830YeSxT/2uGTADK +xwxy5l4pdCCPvWkT8eebRB47Gu3A3DWB8rGmKyvdVCLy2f2aqp694PmBeyy3 +rWv5LhV5zE3VgTt7BHks/V2S/Z8+lIdl1KTGHxxFPjtR9uanAxX5jO0a3T5u +MP64x2JcZTr+6x/usRnuL6XLYFzUQp4FrnWD+ms14o3HkcdY2R8VGU+h/Gtu +q3hV+BTymINChvPMGPLXUArDU1Ya8terUqw1wQ/lXYU9+8d0achfezeZsaeD +fh345Wl4AXwuY+ev8eWiIm/dIlSX1IHX5IVZxnPioC8X92SOUpG3oiy2zY1M +obwrJdp3WpmGvCWVXql90g/lXaTjMfmk91ToLVEFzvntRjTorZGccc+rf6nQ +W+1RAnUqblToLWYeS5P7X6egt6TaalIeyE5Bb3VvV6djezUJvXWjZ3lLgtQk +9Jb3OwrlRc0E9JaEKuMrVdcJ6K2HEU5ySdsmoLdO2X7ymW0ch97q2x66IXZn +HHrLU+DawLET49BbCk6K+4/xjkNvXdS+Vu83Pga9VXeU8YFjxRj0ltBKkBxz +yhj0FmfuUBW37xj0lvmM5kT8yTHore5KT15Mdgx6i8IfXLaFewx6q/sdK1fV +2ij0lsiXhe+nR0ehtwa2i4+pd4xCb9m2vRadqxyF3grQF1F3yx+F3uLU1rvr ++HAUeov6k2mGP3IUeqthInYz4coo9BZ7o6Ottfso9FaYWYOJ8JlR6C17jbuM +ucaj0Ft3V1trtx4fhd4yDbe8JqY0Cr2lkPgrP0dyFHoroN6NuVdgFHqrx9rD +WXP3KPTWtclNV05uG4Xe2rI/gpmbaRR6S+ZkZip5bQR6S8en2cBleQR6y/GS +/e3L0yPQWzGRTx47jo1Ab21utN/GOjwCvVW37mFwnTQCvVWSx3zPqHMEesvB +pmYr+csI9BYm57d9X8MI9NZHg+dJC9Uj0Fsvlmx9So7QoLe0orINb8vRoLde +hRhryZZQobc2h7f/2Kgbgd5KqNiIvkZPg95K0Hq9v1qbBr2lHBrHs5VEhd6a +7wzpifk8Ar01y4MF1unQoLcKkv68OsVLg96qnBAVu1I7Ar1VyTvy5CyFCr0V +1PF9cc2ABr1F/GD88sAkFXorblh50qJ+BHqrQ/wKW6Y6DXqr4KTfLu2DNOit +fyV3NlTB9eHeWqhpKj7OT4PeAqaQawH7w/VMd8XrHwxp0Ft1xzN0NrHSoLdi +V2JOl9SMQG+xZo4aVLVRobdyH+jqXj5Bg94qjclhdp2nQm/5uGad/gDqx711 +9M9ubhMlGvRWhEd+X/phGvTWxR2xJk9A/bi35N3lzyhz0qC3tjJYfN6lSYPe +8o7K4y7Xp0Fv5R0WS+jdToPeapXWzOAC/cfzsAzqI5fxBSr0V89ouFylHg36 +a6ArN6UGHB/31173ONkPojToryHG5UdUZRr0F8sZ5TAiuH7cX7vXP1uZg37h +/ho6aTfE9YkK/RXmILWJDLbH/ZXhXEu+vEyF/irksXlJBf3C/aXm+MCoEMxn +3F+m+q0lGdI06K+pu3Xx7aBfuL8MH+Wa3d9Cg/46pnPo8/pxGvTXsZ0R7vbg +enF/GbTrXc/iokF/ZftPndEB/cLzMiV5Yf9zU1TosXNlYu7LoN+4xwo3n2u2 +JNCgx1wFe84XCdCgxxRd1156HqVBj60kpJ93BNePe+xIwMWOMNAv3GMPfH6O +d4H5iHvM9gvzh6eqNJiXSXFFxvpx06DP+F/1ltOD8+M+q2nNLO8D9xPus8E8 +5cMWujToM1anwY2fWjTos4hZyUo28P8p7rNpq/BpQVAP7rMf79jM71ZRoc/q +4/0U6MD2uM8uJhf1X/1NhT4zaFH+zgieV7jPLt6Kk6mQoUGfjQfW2nLL0qDP +ira9VBoH44f7TMxgZ+NOJhr0mRbje8IIqBf32dWs1vSH4Hpwn/mnr9rc5KFB +n9llL1fbg/HD8zPX45VxC6NU6DVGLtkfN0B/cK+l6Mt2MmI06DWHoORNTPtp +0GuVn6//fapGg16jMdTe3QXGD+ZpZhd3poF+4V4zqPhkcAi8j3vNm+dUyCYV +GszP0mMdOp120qDf1AyL8zg1aNBvzLLskaagPtxvx1KvT3OA+Yr7LcFhcNsg +mM+43446Vqovg/Phfhsx333gKKgH99tCQ3lqMXgf99v6Jh3hXWD+4n4T+5lf +bw9e43mamGSTVhKoB/fclI2RaQbYH/cc/wVRh4tgfuKe09zjtmwCXuOek+Xp +V+EC8wP3XAYdWzUrqAf33IjaLXal3chzSktG/Za1VOg5kf7HGXLuyHPxQVp8 +T6emoOeWR/qDTVyR5xhvXTll2j8JPXfKUp7tiy3yHB3po9Zj8gT0nChf7uEj +l5DnfKrOOvrsRp7b30LvklQ7Dj1HEZZoOnwdea7HZUCZTw157pioiqkzHfLc +Llte5fb2Mei5rc1Bx6rSkec4m2sZvPyR556IXbiRZ4o8Z+qxw17nMPLclc0L +wWtbkecC0yOySudGoee4Hd/zHOkZhZ5jrM80ka5CnmPnj+//nIM8N8y2c6t+ +HPJcwPGjBScDkeccDPXu1Lkiz5ne2mQdZoE8V2mgq1KogTxHP8T3jV0aea7g +r3SO1QHkuTPpN5a3cCLP9UtMllzbhDzHYRSp3LA4Aj3n8GOJ9fboCPRcuYVX +Vg3wEu45VaoZ+zXgI9xzU+0shveBh3DPPTtxr8OyZAR6Lu66oUr68xHoOZ4r +cZy86chzSxEKVw4kIs+d/+Ea9DkKee71NYu/l24gz/UpJf0qvYw813Rg154F +T+S525V07NnnkOdsXqj3TJ9Bnvsk/2typwXynFUjzS3NEHnOOzFqjVpEhZ67 +dexutEsGFXpOkiRksF8SeS7/zUHbdhPkOe4PDbOXQqjQc0HNGZHfgf9wzyk2 +Gx31MUSek6i6lzdzEnmOb63g+HNwP+Kee9IkFJIeQYWe+/jZ8vcbI+Q5IRn5 +nLPmyHMnRoffWlRSoee82fIrYk4jz8XuIz2nM0eeM1M98OhdBRV6Tkz9zTR7 +EhV6Tvb6HEeNMfLcVrvordZpVOi5GrZsee8XVOg5uq+J52WAN3C/3TtuwZ13 +AvktSC3z9l8l5DedLR7XDldTod+og2aH5xyR39y1DQXumiO/kbj0QvJKqdBv +MlJdhmdTqdBvzw7+4dA1QX7jvUKR/RZLhX57XdFuZ/+aivymKJs/XkeFXpOb +1CBLGiGvSTE+sKr2QF5L22IqMFxGhV7T/f5qrymoH/dayLrqBpZHhT77lPCN +PxscH/dZ+1ajRwInkM+4AyZ/PxdDPrt7jY/TpoYKfRbx7sDOFBfks7sJyf/a +zZHPLtxVdg57S4U+k94ddM7zCRX6jP6Hzou7JshnhcOi2WyRVOizmqEzxMI3 +VOgzFnfGD26gXtxjttuFflw0Qh5bsbz45u5Z5DFD5cduheVU6DEu64ktr4BX +cI+5UwV1dmdRob8+OiQ8YgDzA/dXZ7eS8TnQD3z9sjd7x4isDhV6TFZsb18P +OB7uMdmHBi4OH6ho/fJoX8B8MhX6S77eX1scHB9fv9x1mVl0y2Uq9NeudEJZ +Jugvvn554o9TOgnMX9xjpUyTczvA9eMe42GI+T1kiDx2/XVNW9IB5DHuM11B +38HxcI+dE8mdcjmPPPYwQdNn3hx57EkxR2ZDMRV6rHFXfDg1nQo9di5cK7TQ +BHksdzfRs/8WFXqMtdZrrQmMN+4xLvuSZU5QL8zHPpz0uG+E/PXrzY6iJBvk +r08PQ0zCwf2O+8tb9CxdFXhe4P56vfl2uOFTKvTWoA+FRQD0E/fWllPDReFg +vPD1y31sjpeUMSr01xbtzo2Ij1ToL2G2xm+c4H7B/cXt++5WcAIVeqvSHPux +DRwfX78knd3ync6HCr3FrVSVQQ/6i69fih3fev9JPhX6i/XQ0a8O4Ppxf7l0 +MOvQnUD+Ypb+PdcE7k98PZP+215LoXdU6DHR2Uj+12B/3F+2fqohd0D9uL+4 +mp7c6Afv495yFXYwlAf1wvXKzR85pMDzGvdX/LYI0gfwGvdXST7pZZUh8le7 +QYrOdWsa9NfOgE6WdhLK03J95FSq7tCgvziS1927R1GexqvfcaBLmQr9Zb2b +tWcoGuVppu3aywYbyF/rnZJfo4JQnlZiujdFbOsk9NdI6fMVxhLkrx3H6zYl +2aE8rS3RlreYawL6a6DqYINSL/JXKv+Hc3wPkb+s3cyZXjmjPK2j9vIJMelx +6K+AVzoSVvTj0F/5X2LHXQeRvzooBXvHS5C/jvQlmgknIX9JDZrFN15CedpL +kqbNiBXK0/JyLw3oHxuD/sKuW/6YExmD/urlwT7Kbh+D/jpuLZodu478dU+X +fp6Dhvz1lTmuCvuG/MUX3JB1rxX5684i/ZFLH5G/vJMSdp16g/xVwMRRcCwX ++euH9SGLzsfIX1sKdxhaJ6A8TUOsdLw1CuVpxcQbxVE3UZ725mkIvdxVlKfV +kL8ELvqgPM0oImCvkQfK0259qum554zyNMNDb4Wf241Cfz2wsdtXYD2Kvh/A +aBUjajYK/eWePKZuYjQK/SVvJS5mpzcK/VX5rfYavdYo9NdIwtatf7BR6K/z +zMf1Oo+OQn9VyMwoiymPQn+JtTvX6MmPQn9NWMr8DCpCeRpTZyVbdgPK02RE +rh3TBp8HcX+dtb7sLqM4Cv3F+VFZ7EYEytOeV1e/z+hFeZqaCnHxxTka9FfZ +xEWGQ0qj0F/1sl1vvn1BeVqpQ9vwjkKUp5Wz/zl1VGEUfT+APunB2Ys06K+C +ikG5vH6Up8m5LaWXXKGhPC3jkXg+OB/uLxPe9uCYapSnSbnKHg0uR3la/azg +/DtwPtxfvcJMltJpKE9z9cLkRDtQnjbG0B+j0Y3ytOe8tqc+PEZ5WlxxfXot +6DfusUebJbaHOtOgx1hFRbiq+lGeFqr+izJ4kwY9diXyb+IEqB/32NOByZe/ +3qM87VvuDeehGpSnqa4J3V8E9eMeMz0TGZZ0H+Vpngb9El+6/idPG+C/HdOB +8jQ6w3OM+3NQnuZyVdNhHdSPe2xrXYX2IxLKz3xa0rfJNKD8rLLrp4tsLsrP +NOd+ild/QfmZkVDS5EYvys+cptV2hYPj4z7LPUz8fMuOhr4PoKu54NqP8rPy +7U6vLMNp0GdtafxnWcD8xn3GofxLqectys98r/Nv7vmE8jOi3LGAHWD+4j6b +MhOl54lB+VnVy5VS0x6Un/lXMfNZtKP87NOoWcPB5yg/m+or7uEH/cZ9FqRc +6n6sH+VlGiXDUWt1KC9zsom8o5OJ8rI/92/vY21HeZlqfYFCdQ/Ky6J58syy +QX9wn62X5f8h9qO87O76Z/bhCpSP+f9d/7y9E+Vjxt3tRyI6UT72jJ/p2oc+ +lI9tEg3QFW1G+Zg5ySeSkYTysc8FIT9dwflxjxlUWJFunKZBj11u2D4j2I/y +scDNH5qiI2no7/s3HTHYDcYH95iG+fa6omKUjzH9XJDTqEf52MojrhkBMD64 +x14EWgoY30H52E1dutsbPSgfGxgb0T3QhvKxlbTvewQKUD4mfu8RlyQYH9xj +2vdH/a/3ozys2nNzzolalIdxLuYG16SjPCwra2rfvq8oD1tLyWBn6UF5WLPR +RsAb0B/cY9Ey75K/9qM8rFRocv/CB5R/hT08RFrqRPmXBWf/ofvE/8m/xDUe +SZNQ/rX17t+Qt40o//J8oF54pw/lX059YiuXwflxfw3ZhWilgvOnr7qSrlUu +YpN8YpFJ3SgP697FKHn1K8rD5q7/010kofyrkrp64Hwvyr/YBU/7fgbHs/87 +ed8vehGb8szeI9+H8q/ufZKPfUgo/4q2Vu+wBvXg/nrySwbTzyRDf31bqPy8 +R50C/VXNshDot06G/lor07v6IpIM/XWCpHrmFRsZ+qsrW93+J/8w9JeMjeFU +vdEQ9JetfmTeyN3v0F/5QtofMse+QX+xkF7mGDt9g/7aq1tQLzY2CP21yttS +/Th0EPrrniLxy+FDg9Bfq8q9DyZIA9BfrKuF7KbJA9BfpnNGDuEWA9BfScML +3ar8A9Bfa09ZF8yn+9F65l+t8++r+6G/vjpWRng96of+kjXzHVy71A/9tbnY +V7DDrB/6q21n/ePniv3QX6HKv+8S+fqhvy5XLnRsZeiH/jJQefv86TQJ+ism +ldFflUSC/upPNPjQWU+C/nLpY6C4vCVBf2lUvtAtziJBf4VerpJRSSJBf724 +3kvLCCdBf6X86tSeu0qC/vp3YeaSoRcJ+it1Nlj+miMJ+qt9j6+NsDUJ+utE +0bcj2SdI0F8ZWK6f13ES9Ffvs06mKVUS9FfFHmlZRVkS9NdQbAI1RoIE/cW2 +pWB/qSAJ+usk/3iV3x4S9NdZ++XvzFwk6C/aeR+Ri1tJyF/e0wEPWEjQX3vy +TrYLMZDQ9zP33LIJW+uD/vp4eNtI2J8+6C+urV1u8ot9yF+iU8xhfBTor3Mb +2YXFkhToL9uFRsGhejL011SmiFPXch/0l8yprIYdNDL0170HCRW/VCjQX1tz +rkwq/iRDf81o/Tgv/rsP+ovea6b7oxwF+ovr1Y+LIrsp0F+qMr4fQ5f6oL/M +WsKWalvI0F+Lc+deMYD7GfcXueJbmOg8Gfor6PowVy84H+4vCzvjRTdxCvTX +6/BDH6WEKNBfP9VObJYA1wfzr4Y6QWsmCvTXT5XhPBd5CvRXE4eBsqAqBfqr +cZtvbDcbBfpLdJo3egD0G/dXrGA90773ZOivTvkyjgBQP+6vgFub5n78JkN/ +pcg2kiTB+OH+CpAdq04QpEB/CTMFGIqIUaC/kmSJ8SGgftxfu+8zeTCtkKG/ +co84n7iqRIH+ChLeSXIBr3F/WVln2QruoEB/KV0JopcC/cfzMXF1SpbtNzL0 +WJSvnUP3UQr0WAExLHzPEQr0GI1y4rjgdgr0GEnPMaRFmgI9lmts4MGoRoEe +2zj7zzoS9Av3WF7xfaugQjL02I+MrnBn0C/cY46iasnS/8jQY1/GbCxPgX7h +HhO5VXHr7T4K9BhZ6ZX5NQkK9JhPQOXcc9Av3GPEXz/Imotk6DHFc+faW5Qp +0GPcR+arXitQoMdcXfe+OMxFgR5Lzh3uswb9wvMz6bjnPO1dZOgzPju5d7fA +9eI+O3x11NEF3G+4zxR7tHKpYP7gPrtNkvJ9LkuBPvuRLPv4MOg37rPSzcyT +r0G/cJ/F8V30sQT9wX1mKhmcJSRKgfmZN0u0hiMdBXrtJTW9hk6RAr02ftjQ +mAyuF/faXw7G6ytgfuNe6+jgGLonQ4Feuz6TFfkcXA/uNUvd6T47UA/utQuj +WUbLuWToteSTV711QH241yzttm7pWiVDrznEXeTzBuOHey15QCftGT8Fes12 +ZYrl0SEK9BrhFeHgRzB+uNf8NMyelc2S0d+bPe1/7QKeR7jXtmrXRlSD+xf3 +WoxzD3shNwV9H4CBvtkTjB+ep8nsb6Y/9ZUM/ZZ1K3alCVwv7jfOI0P8c2A+ +4X4Tyac/dXgLBfqtSXBAJRo833C/VT5iePzqv+fF//std3nmfT3oF+63NTuM +wRP0B/fb/Wrbr+eEKTBPK5zyKyKskaHndKYfbqsF44d7bnW8WlsCjB/uuXJp +t0+eYL5Az3lzMtqB+w/3XNZMSbEtuB7ccxzqPcl+oB7ccz9X5EwugXpwv0Ws +lNUmgPPhfkvLleeVAfvjfmOTeBPwFJwP99vawIckWbA/nqf52O2QjwLjgXvu +uNBAeTDoB+65Hby1IhPgeLjnbPU19+mDenDPMfasDG0IIc9NH/jK6gPGB/fc +6WfajUr3kOfCLiX/5BZBnlsJHv8m5DcMPZcd5RhSHT8EPdfEK6mi1v4dem5E +4sHZME7kua8PBtnpvJDnPGL5DslNDELPyY/XGX+4gDz3Nfty7z1m5LnfWcde +Kr8ZgJ4TOzNb1eOIPFdtOr1x5QDyXGKP4AfnH/3Qcw/s94z1F/ZDz8kESd/1 +vok8t5oq0KVliTx3/qvDdZo08lw315W+/RzIcxajl9bogcdwzw3d3fLSkkiC +nnvysmW3zzsS9JyVlkL47ick6Dlim+/OpxHIc0TJLW/TLiLPcfcc9TU4gzwn +YPupyUUHeS6wvYVvRhZ5zrBod1imAPKcdNffk1XbkOecW5taWjf6oOeOneb+ +1zfXBz3XzprUepLSBz0nyKjndbmrD3pu8X1o2Y76Pui5bw8/ayqU9UHPhfkR +9/MW9kHPMQcFloU87YOee2bw+pF8Uh/0XFSYnv/lqD7ouTjzW3fOBfdBz0nO +M/UHXOqDnouTfyK5x70Pes441vha69k+6Dn72zyaG1Z90HOqGvvutBghz2Ut +MnSHaiPPPZY4afVADXlOPTmlQLmUDD0nUtrAqfqBDD03kZg2vv0M8lyG10rh +Jg3kOd3Rn2X+t5Hn9lXK/yY0kaHn/E4sr/X7I89Ne0+uHjuOPHfcb/SV7hcy +9Jx63dOa1RwyWs88vI3YfAx5zjc3f4/JGeS5vzJPVtjayChPS6dFYaHIc3/v +nSk9q4U8J3yboOP7iQw9x7H/rWx2ERl6riPj7fZRDHkuQvC4/Rz4PIh7ztuW +fyyilgw9N0fk5l5pJ0O/1baUTBSpI7+NcIlsTdRAfqNP7qlJBNvjfqup2J1n +EIn8Nv4n9OGcFvJbgy4z4VEVGfqtP09uIbGEjPKzzd/lLhGQ38ya+mVvJCG/ +FR5LvbUHeBz3W5owQTYZ9Av3Wj/7erHaMeS1XqWNwRu+yGtnDAt2UYGfca+d +/1d7e6GRDL2WLJi+m/slGXotm89n9B6oF/ea0p0rxHjwvMW99kRk0l9IHXnt +/R3leT055LUcdckHu8H2uNf+/H4orH0Xea3n6Y5DKtrIa8+C+S/uLSdDr13N +1vkyB+Yz7rUXwVEu5QTkNau5cZHOGOS1no2kwcoGMvSa7w8J63utZOgz1ZUm +xbBjyGdndGM2dbsin/G41D7lANvjPpM23ULtB/3GfVaj0LjWmEeGPuNrzjNL +qSZDnzV6Pf5gB64X99nDUaEcd9AffL2zb8LJfNyYDL12mNOYZwSMH+61Gb3f +bG9ryNBrFroaf8Mfk6HPpKzyfzuB+Yb77IhY4/HcZjL0WeyZUNka8Bpf7+R9 +ohvxs5gMvTZp6s+VAurDvTZn/O/0dzXktfF6r97Ph5DXShb0xAzA9rjXPBRl +r1RHI6/pPfgYZKeNvJb6cM9T5TIy9Bq/99AsD3iNe41pWxTTEAF5TW3Ae195 +FPLahan4/FtgPuJeU8IkAxfA8wT3GTu3WmjuMeSztvVW48OOyGemoYqX7oPx +g98PmOCaK/pMhj7r6LecmwbPI9xniZrdBfdBv3GfvR0dFZUF14v7LGWj5lMM +GD98/fNvd4z1GT0y9JpWhNt+DTAecP1zOW5VBswH3GvP/DiruR+Soc8Ez+/d +zwC2x30W6Pmg7wS4H3GfmRvKXPgBnrf4+mcKPYdtDHie4V4brghifATqw71W +IK3vQqeOvDbNI/9qEBwf95rMKl/tbjC/8PVOOquxkVlwf+BeO39dSyIYHA/3 +mqIk12IQ2B73WtuDmwffgePh65/xe+a8Y0C9uNek3APNo8D+uNc+2Kxblqsh +rynsdn+aAD5/4V5r+VwQ0liA8jdhz3Tplxcp0GsB6//YCVPIa6nzm5oM7FH+ +xljNe4w5H+Vvjx56PDZpQ/lb1/krs9qbh6DXwopeuRx3+A699kxAY5/HN5S/ +MeXdV3vo8A16TSJ+X37+P+Q1oRbnKcEclL8Ruat8/5kMQq9Z5HnyirEOor8/ +Y7vGnNeA8rcEh5ZPj6NR/tbyacRG5fQA9Jqgtds/cYkB6DWlJZ7EmU0D0Gux +sReGBweQ194FXdR9Uobyt8q0m3f/PUb5m+snoTXZmyh/S5R/zb/ZHeVvn3KW +1DMs+qHX9FjoFEiEfui1NDObTWeAF3GvFZhp/XU50A+9xlwQ4++/ox96reyo +E7mDqR967aDg28jb/5DXWg58r9m5gPK3suAG2sdJlL+5dp9Py6Cg/C1QLlW7 +awDlbzm5Snly3Sh/OzcWmfWsHeVv4v1d0+XNKH/zqhh5Mf0Z5W88Xf7qozUo +f4uNZfvyqxLlb7tGDRdufkD5W8KXnz8elqL8Tf/x8X2f3qL8Tdwkxt+pGOVv +fc3Rp/WKUP7WszQqrvaSBL3Wf55vKfwFCXotbt4ikJhPgl5LKFN3aQtB+VuO +XqieeAbK376aLtoVgM9ruNfke015nhWQ0O9nfHHofm1OgV5b9Zu7UfgC5W8F +//52J56kIK/xDXbuBPXgXvt0/veKQhrK36Yfiew3jkb5W6l81wsVcD7ca/Iz +dm3y4PMa7rXpIkmnf4Uof7vX3xrC4UiBXttwdb58ApwP99ptRdsMhziUv52k +ZeuXp6D8bYk08scbnA/3WrK75niVB8rfTvFkuWvlofztqX7waYNnKH97ax2R +JxuC8rfobTcObwbHw/2mfMRl47kkBfotszv19KlClL8d1p9SDnSjQL9pe7Lz +uoP6cb+J7q3HYiJR/uZzriyn9DHK32bO1k/fAefD/fbNRi7z3lkK9NvTA5Lc +Pfkof7MVHgtWzET5m6yPRMP8bZS/JVNWzPaD4+F+K33AWVhViPI2Wp52hBbo +37jpkun4zBJmv3Ks8dh9lL9pZv7zkrqM8rdtV8x4mHNQ/sa1ay/D1ecof3NM +5ThKBfMT91xK/1RFkQgFek6AMdD/1QuUvzVbDG/m96RAz9UezrxxBfQL91xu +xOkU/TCUv+m2cn3blI7yN8WLc4EPwPXB7xOsfX/81oYCPZfSJFdLKkD5W3ng +e+HudJS/afX+6JWMQvnbnNmvq5LgeLjn9lk+a/ldiPI2iYxa0lwCBdP7+u6l +c+8SJkWdbmZLQvnbS/86420+KH+bGX8XV/4M5W9rVc1Ba7kof+sVmTr8B/QL +99y8cHxzQyHK395sY1BJikZ5m+i72T3Zz1Helrl5OscuG+VtnxYJr43B/nfr +jw0YHV/C9l8khR7KQnkbawzxb3k+yts+YMMWQ+D8uN/mGEmfRQQp0G8Br/NK +NF+gvO3Y7anUMS8K9Nu1yANlIWC8cL/F8fs92hGK8ra0iN8CfE9R3nbN6K9u +Ougv7re85wqS760o0G8rFoJlei9Q3jZiYJUQ8wTlbQGOf+tr7qC8TXOukVMO +HA/323LYWCjdS5SvlV3O1ZcG8/lqLPc3gZYlTDRPbcY1GeVt164WVXt6obzt +Hz256XYuyts+GwlsO5SL8rYSKn/hOugX7rdSBe7xlEKUt63fEc96AOrD8zXT +I7bNGvkoX+t1c/I8mYXytT9LykUxYP/y209Z2JXA54FWP+V92ShfOycwbX8g +H+VrPvqODSPg/LjX+r/LzbGC/fH1Ussana+2BShfs2BK96UUonytqH//p9o8 +lK99vmOvOFGI8rTVi3IjDIUoT/vdxPRHtwDlaevKEWN94Py4z/Iyy2+m+BOh +z1gcclzbvxGhz6iUavEHXkTos+2y4sqrxA7os7G/PzZ/VO6APhtVmph9d/wr +9Fmzd9WBNKN26DNv+riQX+fboM/G3N60BeS1Qp95WxcLzbO3Qp95ruqfNgv6 +An029+faT2fmL9BnDy18Tq5ntUCfyf9suHzzeAv0mQe7Ud2u5WboMwe59I6Z +/GboswnauGiuWzP0mf1okzJBthn6TO5GDaP1WhP0GW/6Nc/Jjibos7a5+EOX +nzVBn3XcZJiaDmmCPktg67uobN8EffaL95bpN/Um6DOz1Rh9VcEm6DNs8o+f +/pYm6LP1iYibDnON0GcNBx2uzg40Qp9RLupzXq5vhD4jlW5N/lPcCH2G9T48 +yJXZCH12c/Cl+Zb4RugzH61LofKhjdBnYUpbglMuNUKflXi/oqt1aYQ+s1Pz +q8+zaYQ+uya8EXnKqBH6TNfBoSlasxH6LLCl8mqsciP0Gf/vmlQrqUbos903 +YiWsRBqhz/ZZLTzbx98IfRZ67dBsws5G6LOh9w2FjOyN0Gdt+v/2YoyN0GfP +7CQ7zqw1QJ893b/sNP2rAfrMsWcHvf5cA/TZ1MeaYsepBuizQecvX/hGGqDP +VL1eXo/vIqL1UYX97JNviNBn/cIvmTMEiNBnukufN8uPN0CfGb/5y3IUbI/7 +7Pord4bMViL02e+qH2fd9YjQZ0TnTxpNEw3QZx83zTnODhOhz4wbVZ3DE4jQ +ZzfWhcdyRhugz95nX0678YCI/j5tlsZ/oJcIfVbBkfBQ4wwR+mzlY93JpMkG +6LPWWKHmtUEi9Nmc5/su12wi9Fld5/euC2MN0GcGM6q/aPVE6LPWVHftTzVE +6DOOycdeTGQi9FjqqwqVYdBf3GOLSrLdwpFE6LGaA1wy/f1E6DH2n935IeeI +0GOaN+/3rYB6cY/tCApIcyQRocfYuwMET70gQo9l2uz9/BXUi3vshP/dxyOV +ROgxvgOk4N8NROgx6dZHW7xAvbi/rDYWxzVAf/E8bZeCQ/nXZ0ToMZ/0wv1v +iUToMeMLXl6BQ0ToL9vqzxp+bUTorZt7d1m3gvdxb/mHCAwGgX7g3vK6+qtZ +NIQIvaWp7GruBcYD91ZKi8bHbe5E6K2BFW5VKTB/cW9N670UEADjjXvLP/Oq +4uEiIvTWTsuPA5vA/MS9Vd7ZsFD/ngi91a2XYzvUTITespWl7zME/cB9ta+C +2e4S6AeenxHWsu+PpROht6TitottgPsF91YfazHX2e9E6KsT1x7J/Hd83FM3 +U2Y7boH5jXtKLuAm3SvQDzwvo9jVs6TEEaGvhsel+HeB8cZ9VWfTSrYYIMK8 +7N/t2o3UWiL0lUS1jrQlqB/Px+Z8OM5agvPh+ZjHH/3kwg4i9BWJykIdAfXi +vtp+N7HZENSD+0rsBlXb9xoR+opz001HYfD/Je6rTR+fF1tcIEJfJcXrLOqC +8cF91btPnPFnNxH66nYtve3WYiL0FVGhZJoPjA/uq0O/T+hufUeEvqrcF2eq +9YUIfSVctS4mAq4P91Te5V37Y8D4wN8zU83gP/6YiNYvQ7IFuXqI0FczEcNK +70H9uKf+TNzynW8kQj/FtxvyfQH9wv10qDcztQH0A8/D/KuLSryjiSgPo/7N +XgXjg3vq1MzB9+fA/YznYT4Hpx+cqCZCT31vbt/jBurH8y+Nmk3Rc+D+wPOv +3OArXnxfidBTTZxmmfbgfdxTp3koJudAPfjf+zO4J8sb9hFh/rW4q7zEGRwf +z792mhWVLoPxxT018C224zC4Pvz3ylR3DVySBfcbnn/dfv3urjzYH8+/ZiM+ +KRWA7XFfBYZTvf+b37ivZH2U9ORAPbivLh1iSJr73gF9xUYg9YyeQr467ZAV +cHG0A/rqS93Ud98zyFcMOxKFawq+Ql+tXTzEsONxO/QVaXd72J6SNuir16Eu +5952t0JfnSd+lRLnQr6S5bRK2HP9C/SVx7l6Pt7JFugrhZ8yR5P8W6Cv5Pop +z123I1+R1+jiNt42Q1+1Na0vM7khX2ERZ3I79iNf8ZvdPe9HaYK+yj7WK5/6 +sgn6imJf2c8XiHz1QSpn8oop8lWXUXuljSjyVVm0wP7LdMhXLbQHvKXDjdBX +zJad4RkfG6GvKG+eXn4L/IP7Slbiuc5SRCP0VWl23sydC8hXvHeVlI3Nka+a +wtZkHVSRrziUprWFhJCvTglT7wduRb7KcW7t2fu3Afpqhtlx2y7w/w/uq4RZ +H2PF7gboq/eCbtIFtQ3QV1q1x3j4ihugrzYufn468bQB+kpj8O+tyPgG6Cvu +G7I57LcaoK/qJy0a//o1QF8ZDD0RvOrSAH1FNhA7527dAH1leXnrFgmDBugr +m2eOJ3WONUBfHdpU2/FdpgH6apKpIaJUFPnq6rPgYHF+5CvVbbMO+7cjX2XW +XXY8wox8tSpzyzhotR76SkKl6tj8aeSrmnek2+xiyFfB9wJdFTI7oK/Ov+H8 +2bQJ+WpKuut2hgLylWpi+erQceSrKOH9KyWfOqCvgtlr+q8yIl9dZUlr03NC +vmpVu7CxhQX5qq7jo+v+jXroK81K5Zyg7chXYu/eOlw2Qb7qOry+/Ka7A/rK +opzNoGsz8hWBu590yhH5Kss0NOTSbuSr6G5660t0yFcRtgNfDhshX90g0Mye +KCJf3WERNhM6i3wlkhWyrW2tHvrqt1NhWPvfDugrtRqGuEAL5CvJNd37fOD5 +hPvKvuPVgVAm5KtNfgYLM/bIV6ZXX2B2B5CvlGjOk3s3IV/tvlI58kUT+epk +yRllL3XkqwqxJ5OijshX2c4SLAHr9dBXqWyckSYiyFdH+qTPj+kjX4lSg8Zd +nZCvLKw6+vZZIl/VquzrPm2LfFVX5hwkDPqB+0qak+exB60D+mrLp683662Q +r/YWsYXpUjqgrw4xNsmRmJCvDDlfuIvaIV85r65lqgkjX1UTDG0ubUK+kjyz +eU+yGvKVUi/HwzcE5KtTPN85ex2Rr/oY3hS0gH7gvqKfn6f7tgf5qn+taaLq +BPJVfKyKDIsT8tWyrgf/xZPIV62RD7b32iFfrURrfbgK+oH7yuYS6zlRJuSp +bvf3L8wckKe6lPLtTfWQp/arP/DAwPv49y2vHr8b+eMw8pXiK+rr607IV5qf +U9h0TyFf+YTvCi85jXxVrkY81QGeB7ivOgRa/pqC/w9xX/VKybEPWiNfHfvU +L2D7swP66sZDw0YGZuSrM1luVF5b5Ct29j0JoqLIV2G35vnSNyFftfk2asqp +IF/pS52hP6GJfHVaRVWDxwn5SmdX5OZlMD64r4xZVm+0cCNfCRh/a9hrjHzV +737xb7kj8tWlO/dPOJogXz2kpmXdske++lCtQMkC44P7ysbb3nQPHfKU90vn ++cKzyFO9McR32drIU9RW/d8fwPjg369sNKp1KBFHvlL0Odh1zQn56kbqgs4n +K+SrPSIeP2LOIF/Z2PueXwHjg/vqSGxuLQ+oN4AnjJ3YO4dV3Eu72Yghb62a +mzaGOyJvSYn5aWqA8+G/F8uY9SPqlDnylk+y6GaKA/IW7+Gqsvdnkbe0PeRE +PMD+D/04HYPt57EmNxOzFzbIW1a/Q01zQX24twZ4/LzU2Dqht5hu+vwudeiE +3gpy/v7t4zLKs6wyzydEgPmNe+uLR9DfPWkoz2rbyPlmQ0N5VsXnwir+cZRn +HQore6jyD+VZrnTJnp9V2qC3CtLZ3zU8RXmWT1L7o+htrdBbL7bWRculojxr +9ev632T5L9BbEU0xtpu6UJ7FYvo4VvBWC/TWTTJ5hV2+BXrrbaT2WP8syrN4 +YirUxkpRnnX76ecjiTeaobeuc5jMnj7ZDL3VmGieGi/cDL01eXm0xHUNectG +gruh/BvKs0aHZPbsrkJ51ift63trs1CedeK5/tP0aJRn6Uq57lC63AS9dak+ +qizeqQl6a+VM8vQd4D/cW1mK0iNthCboLdEonapXck3QW/bmccQl4EPcW3M3 +wxct+Jugt/xvZL74taMJeut1+VJH35Ym6K2A988uKdA3QW8tkFR8mlZQnnVi +tIEjfgnlWcNcukacsyjP8mU87P12EuVZE/tvyMqPojzL1rFyvIuM8qxXwXo9 +/76hPOtcyyGWT/0oz7qYoHAhoxflWQ4lCbybuhuhtxoeeeoVExuht+48Vsz2 ++9oIvaVQwUaf1NYIvVWevEv/w5dG6C39zCelR050Qm8xv3NJrFfvhN6Srxx6 +zppFxGzT9xXeoacjrFtESG4+9xXjTn5Zcix4EyEre7dP5oV2rMlOKTSRgYGQ +vz2PaJfSBn12UPGa2NPWRuizYrkD93qkOqHPypp3szpbdkKfuVrn1u9tA14g +jwVbmGxgSc5Eufe5X7Eh3ftPPvFtIjBVybOO54HPOw1bZUey6AmyH1yWihvb +oOeEKxryecD14p5j+Hf8V7JdJ/Qc8SRrI93eTug5dcloFwlQH+45yeg3SbfA ++7jnJCVE+1tsO6HnsqZFjnZQiJjemwrOy0vrWPuVmZvizV8xTQGGHRGTdIR9 +PPsUBBrbMe7A63dj/OgJn3WKmQ5T2qD/Mj5ds7EE9eH+O8Xs/SHLqhP6T+3O +tNhp0B/4e2odZabnQH24/9hvPj5QeKwT+o9veUxp0qAT+u9+8847k+D5hq9/ +OlAPmbGydkIPbq/44zwPxh/34Cx7mXDgrk7oQa1Q0S7Fs53o9ziaHOt+UImY +wh7R05sb1zGtqtu9+QNfsSUOtRPjHXQE73ziNaa+dszY8nWpw2l6wv2Wwa4D +M23Qj6LS/rH+4HpxPwpHZOl0n+yEfmw+ornZXLET+pGtsTc9FFwv7sdQ31Nm +a+B93I8/oi0+hZp2Qj8+u5gi/hbUi6+X/tm85XrJzk7oSdbHVY0c4Hi4H4td +xEg3bDqhH/2pdotxpzuhH53FPryo1+6E66Or7K9P5mp1Qk8e28Q6oO7YCT0p +qjWs0gP6iXuygNzz58e2TujJ6y9XRbjAeOCe3Dp25W/fHPC7yWCI0et1jPe4 +JiXw51fM6PapyQef6Qgl9Ld82YbbMQ/NL60GxvQE5Zrye8+X2tDvf8y7EG6D +fuL+jA0t6t9j0gn9Ga6z2LJXtRP6081dxjYeXD/uTwODqJZfsp3Qnz4VqgKs +5p3Qnw5GB5/U2nfC9dSE3fTTrrs7oUfP+dlt4wfHw/0ZduD0ecKZTujPvZFi +K+9OdUJ/5hQ06RhpdsL1051/9LW/6XZCj8o/040/AvqJe9TToVL3J+gn/D02 +lqTIvaAe3KNF+hQua4tO6E9FjV/LHqC/+Hppi7V5z13rTujPArkjHNLg/sW9 +STBbM+UC58O9eb7PUrURnA/35s1v7An3OTqhN/W7Wku9wPFxb9aXXdEwWiRi +45MK9+dz1jFnzgyHyfGv2PXqMSWfj3SE7ZnV0Tt+tmN/ykh9mB49QXOcPD77 +uw36ND9KY38MGD/cpycfT/IXGnVCn64FTIn8OtoJfXpgMqDmAeg37tOooE7D +SelO6FOpbZ/S1UA/cJ/OEj5xyoF+4eurvhO1G6V8ndCrrH2ZykLgeLhPBYs8 +QthBf3Cf0ueYBLwF/cN9GqznnxJK6ITrqausHb/P63dCr0YVr9zfCfqJe/Ux +jcNiCvQTz/9Wnp6+VAzqwb2qcYQWxA/mG+7Trw3mBG7QX3z9lMwY2hIN5g/u +UyPOb5rnwfzCPeq/quIgDc6He/RMh6lyOzgfvn76PT/W/yV4HuD+nOoRytIA +r3F//g6kSRSA+x/P+7q/NKb/dz/j66fyLnOageD/C9yfM3KvbItBfbg/H2Wb +G0yBfuF5X4aBWRsNvI/7c+skDasB9fwfHTkr8g== + + "], {{{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, + {RGBColor[0.368417, 0.506779, 0.709798], Opacity[0.2], EdgeForm[ + None], GraphicsGroupBox[PolygonBox[CompressedData[" +1:eJwl0GO4FnYcx+Fzci1zWatlLNva0rJdy7WWbZvLOtnWOZ3s2rLdqmVb93X1 +4n4+39//1fM8KZt0qNI+TEBAQCBZfczVOPpO7/GTHZkrdjINyws7vUbnrJ1I +v+oTfrajcttOqRHIzmt3Ro3JSTuBftIs+lDT6g/k4IY7hYYnG6/cGTQGubjo +TqKBgd+/8zN3Oo1GTv5zp9KI/MIbdyaNxTw7rr7X+6Sxo3DVTq7heGmfI3Hg +9z/mqdzhFD+6P+sjbnKJ+cTz/kH/5xrnOc0CFhLEIhazhKUsYzkrWMkqVrOG +taxjPRvYyCY2s4WtbGM7OwgmhJ2Esovd7GEv+9jPAQ5yiMMc4SjHOM4J/iG+ +3/NRH3CdC5whofcv+phbXCaptzA8t++S2o7EWzuzxiY3/7pb6nFWsJ8JLCSE +foxiNlv4i54M5W/W05aOdGMQU1jDH7SgOc1oShMa04iGNKA+9ahLHWpTi5rU +oDrVqEoVfqcylahIBcrzG79SjrKUoTSlKEkJilOMohShMIUoSAHy04YOdGUg +k1lNPvoykllsphM9GMI01tGaccxnB71ZzC6GM4ONtGcpexjNIeawlS4cIYid +DOAAk1hFXo6xnH2M5zALCKYPR1nCbkZwkJls4k+WsZcxzGUb3VlEKIOZylpa +MZZ5bKcXw5jOBtrRmf5MZCV5+AbEv6Oe + + "]]]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, + {RGBColor[0.880722, 0.611041, 0.142051], Opacity[0.2], EdgeForm[ + None], GraphicsGroupBox[PolygonBox[CompressedData[" +1:eJwV0FWUFgQQBtCf7k4FaZAGFaSku5VWGkSQWrqbXWqD3WXpDukGpTsUxQAF +AaW7u/PycOc78zDnzPmytwtq0D12IBCIRVGji+Us+9nAPY6xlBv8yU4ec4r5 +XOE3tvKQE6zhNkfZw1P+ZzYX+YWXbOIB/7KSWxzhNbt5wn/vH4wTCPwgr/E7 +r9jOI07ylnXc4W/esJdnnCaW+67yHAd4wUbuc5xl3OQvdrGAqxxmG2uZwyUO +sZlVLKYb5znIjyxnIXN5X24QPehJL3rTh770oz8DGMggBjOEoQxjOCMYyShG +E0wIYxjLOMYzgVDCCCeCiUQSRTSTiGEyU5jKNKYzg5lc4Gd+YgWLmMdlfmUL +q1nCdf5gB+u5yz/s4zlniK3/WbKYnEF/omhJEOOpTVO+ZzTlqUYDvmUYJfmC +ytSnLYP5jE/5hKIUoTCFKEgB8pOPvHxMHnKTi5zkIDvZyEoWPiIzmfiQD8hI +BtKTjrSkITWpSEkKkpOMpCQhMYlISALiU4IyVKIebRhEPGrRhE6MohxV+Yr2 +DOVzmtONsdSgF2E0YhLfMYLSTKMPETRjMp0JpiJT6cEE6hJNawYSl+n0I5IW +TKE746hJb8JpTAwdGUlZ+jKRr+lCCFXoSShf0o4hFOcbujKG6jSkA8MpRQXq +0IoBxOEdcx2c2g== + + "]]]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, + {RGBColor[0.560181, 0.691569, 0.194885], Opacity[0.2], EdgeForm[ + None], GraphicsGroupBox[PolygonBox[CompressedData[" +1:eJwV02ecDwQYB/D/XXcVEQotxclIpMHV7XOLO+M2t/e+6k5DkaQ0zchoKBUa +aCujQstoWqUolKKBhlIqydeL7/N78bx4ns/z+Txhlc3ZTcGBQCCIcCUiJBB4 +gQe4nbdYyChW8hiTaeI1HuZe3uUZbuVNnmAa61lCI68wh7t4h6cZwxs8zkdM +ZR2L2cT1LGcuHzKR93iWjdzGaubzMdPZwHNsJpIXmckH3MHbPMUn3MTrzGMK +a1lEM8t4hPsYxyqe5H6uZikPcje3cANRvMQsJnAzI7mGaGKIJY54BpBAIkkk +k8JABpFKGoMZwlCGkU4GmWSRTQ65DGcEeeRTQCFFFFNCKWWUU0ElVVRTQy11 +1PMys7mT0VzHtbzKQ9zDWG5kBY8yifGsYQEzeJ/n2UIDIaHuQhrV9CWBYs6j +J1EMpw0d6Uo4mZxKK86kM1cwjJMIJogA/5t1jP84yr/8w98c4S/+5DB/8DuH ++I1f+YWfOcgB9vMTP/ID37OPvXzHt+zhG75mN7vYyVd8yQ628wWfs41T7Hoa +Z3ABlzOUz/TOlT2IJJfTuZhY8ulAGP3J4GQGUUkf4inkbJIpoxu1XEU2LWlk +IBVcRB3RjKAdDSRSwvnUcBlD+PTEX8hUqriEegZQxDmkUE53IsihNb2IIY/2 +JFFKF/qRTii9iaOAs7iQK8miBW3pxKUMZqudjgO7lpen + + "]]]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, + {RGBColor[0.922526, 0.385626, 0.209179], Opacity[0.2], EdgeForm[ + None], GraphicsGroupBox[PolygonBox[CompressedData[" +1:eJwV0lWYVWUUgOFDD92dQ8wM3R1DoyAhjaQgXdICCijdoaQ00l3SrQLS3SXd +ISkKvufi3etbe9/s53/+0JZda3eJGggEohDpES1mINCbJlRjOJ0py/e0pT6j +6UZxvqMVE6nNSLpShSF04CcaMZYeTKMw/WjBBGoygi5MpiKDac+PNGQM3ZlK +aQbSmknUZRRfM4VPGUpHvmAcPYlOH5ryGeX4gXY0oAQD+Io6fEIR+vMltahE +GWLwDc2oTnlKUpSYxCKE2MQhLvGITwISkojEJCEpyUhOClKSitSkIS3pSE8G +MpKJUDKThaxkI4xwIshODnKSi9zkIS/5yE8BCtKX5tSgAqUoxre05HMqE8kg +2lCPqgyjE40ZTy+mU4hDwbOO5f8pRoDk5Oehb/8Ez0Pn5LK+w6vgudnDOKkv +cJMXwbP1Lgt/6oMcYD9/8Du/sY+97GE3u9jJDrazja1sYTOb+JWNbGA961jL +GlazipWsYDnLWMoSFrOIhfzCAuZzgvP8xfPg3fDfmZmnj3OOGzwjhvehzNXH +OMt1nhLd+0zM0bOZxVHOcI0nRPM9IzP1A96RwJ6DS/o2L4ltz8YR/YGkOi/3 +9Bvi6QhO69RmYd7rRGYururSZgoK8Nhe3IxKBn62lzXTUpSPwbtkJiMf9+1l +zFQU4q29hBmf7FwM3jEzDUX4117STExubtlTmgX5W4eYWTms/yOJzsNd/Zq4 +OpxT+gqPiGJPzwz9P+vpkZA= + "]]]}, {}, {}, {}}, {{}, {}, {}, + TagBox[ + {RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6], + Opacity[1.], + LineBox[{1, 122, 93, 74, 141, 112, 62, 134, 105, 86, 55, 129, + 100, 81, 144, 115, 69, 137, 108, 89, 148, 119, 51, 126, 97, 78, + 143, 114, 66, 136, 107, 153, 88, 147, 118, 156, 59, 131, 102, + 152, 83, 145, 116, 155, 71, 139, 110, 154, 91, 149, 120, 157, 2, + 123, 94, 151, 75, 142, 113, 63, 135, 106, 87, 146, 117, 56, + 130, 101, 82, 70, 138, 109, 90, 52, 127, 98, 79, 67, 60, 132, + 103, 84, 72, 3, 124, 95, 76, 64, 57, 53, 4, 5, 6, 7, 8, 9, 10, + 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, + 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, + 43, 44, 45, 46, 47, 48, 49, 125, 96, 77, 65, 58, 54, 128, 99, + 80, 68, 61, 133, 104, 85, 73, 140, 111, 92, 150, 121, 158, 50}]}, + Annotation[#, "Charting`Private`Tag$476325#1"]& ], + TagBox[ + {RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6], + Opacity[1.], Dashing[{Small, Small}], LineBox[CompressedData[" +1:eJwV0Odej3Ecx+F/hUKRUiFpkFJpCAfiEDoATqdnbQ0rTVFpDy1SJCESDYVS +ipKrB9fr/fn+nt13csGtGzeDAoFAIUVEO7b0Kxfsw8zY5zSENfuSHmPSPqN7 +ukqaHc6cnayHyGPDnamRvLDjdEezdVkv6lHymXUn6UFy+eXO0ONc4437rAaR +ww93ukZwlXl3ioZyhU13lp6g2D6p27pAqn2Ed3aiHmDdfkX8/k/hu3xmnFPu +Xf3GR6YpIcb7H13kPa95SSlllFPBbSqpopoa7nCXe9znAbU8pI56GmikiWYe +0cJjntBKG+08pYNOuuimh1766GeAQZ4xxDAjjDJGrO/5q0t8YIoJTnv/pyt8 +4i0J3oL5aX/hvB3Gb/uyRnGd5+7/XCdWvw== + "]]}, + Annotation[#, "Charting`Private`Tag$476325#2"]& ], + TagBox[ + {RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6], + Opacity[1.], Dashing[{Small, Small}], LineBox[CompressedData[" +1:eJwVz+daDQAAgOHTpXQV7WhpGUkaRuMoI3RKGtpm2gsnoyEKpVAos6VCuidv +P97n+f5+kcFQblVEIBAIEyXeMkwH17nKEo/ppJmvTNLPJd7ziDusMk0jX5ig +j03eUMMnnrJDF+u8YpdWvjPFHwb5xSz/iGaeEba5yU9e8pc6VhjnN71s8Jr9 +0Y884T5rzNDCN54zQCUfCHOXG1zjM8/opo0YFnjALeoJcZlY4ogngUQOcJAk +kkkhlTQOkU4GmWSRzWGOcJRj5HCcXE6Qx0nyKaCQIk5xmjOcpZgSSikjyDnK +qeA8F3jHQ27TQDVXWGSUezRRyzJj9NDOD14wxBZz7HGR/3uDT5A= + "]]}, + Annotation[#, "Charting`Private`Tag$476325#3"]& ], + TagBox[ + {RGBColor[0.880722, 0.611041, 0.142051], AbsoluteThickness[1.6], + Opacity[1.], LineBox[CompressedData[" +1:eJwNzmdXzgEYBvD/U6IkobQUPWaFJkKRUcooPDSM1tP2Ip/IV7KioaxECGlq +WL8Xv3Pd51zn3OcKRx9GBkNBEDziseNSTBAUkE4iEU6wjw3UU8Ju7lHFDho5 +xUECrlDILu5ylmRuc5IeDtDOReK5Thld5NLKefpJpZkKesmjg2oGeGJ7rTxM +lAzucIY+tnCLcrrZTxsXiKOBUvZwn3Ok0MRpDhHiKkVks40EbnCMMDt5akud +PEImSWwkhme65wzxgpcMM8IoY7xinAle84a3vOM9k3xgio98YprPfOErM3zj +Oz+Y5SdzzLPAIkss84sVVlljnd/84S+XbT9KFlvZRCzXKCaH7WzmJsfZSxot +VJJPJzU84J+//wHlfEaF + "]]}, + Annotation[#, "Charting`Private`Tag$476325#4"]& ], + TagBox[ + {RGBColor[0.880722, 0.611041, 0.142051], AbsoluteThickness[1.6], + Opacity[1.], Dashing[{Small, Small}], LineBox[CompressedData[" +1:eJwN0NdeiAEAxuGvXIlb6hKcoiEUpaJBSlFUJGnSQDulpSFFNmmoFKFUWqJS +noPn9z96T96DhyLCwkOCICjgcGgQTNNPI794z10WeEkXm4xTwjzPaGedjzxg +iTc8ZotJipjjKTu0ssYotfzkNf/o4TcTBAeCoEK/M8IuHWwwxj71LPOWPXr5 +wydC7I/oDANs08QqH6hikVd0U8o3nvOIOm7xhSEeco9KjvKZJzRTTRnFhBNB +JFEcI5rjnOAkMcRyitPEEc8ZEkgkibOcI5kUUknjPBdI5yIZZHKJLLK5zBVy +yOUq18gjnwKuc4NCZhmkhRrKuc1XhmnjPnf4wQs6aWCFd/TxlylC/X9T/wMz +9mzb + "]]}, + Annotation[#, "Charting`Private`Tag$476325#5"]& ], + TagBox[ + {RGBColor[0.880722, 0.611041, 0.142051], AbsoluteThickness[1.6], + Opacity[1.], Dashing[{Small, Small}], LineBox[CompressedData[" +1:eJwNwwc3kAEAAMDPo9AwUkTLTJGVrZJRFEXJDGUUocwUFbJpoIl+bXfvXcrA +RMt4SBAEB4aGBsGcz3xgleUu+dIn1rvha59a7CcHfORXp7zjumN2ueust1x2 +2N+2+d0Z77vluH/tcc93HhrmvM/96UO/OOm+1a456h873fGtB1b42SF/2eo3 +p73npm/stsQFB33sXStd8ZXtNnjED/bZZI03LPWo4UYY6TGPe8KTRhltjLGe +Ms7TnjHeBM+aaJLnPO8FL3rJZFNMNc10M7xsple8apbZXjPHXPPMt8DrFvrR +fput9aZlLvrCFuu87aojdtjothP2+sP3/rPI/7koMrA= + "]]}, + Annotation[#, "Charting`Private`Tag$476325#6"]& ], + TagBox[ + {RGBColor[0.560181, 0.691569, 0.194885], AbsoluteThickness[1.6], + Opacity[1.], LineBox[CompressedData[" +1:eJwNz+dez2Ecx+HfX0XDSLtEipIiiTgPh+AAckBNu43SkEqhogghLYWUlVGi +UuF6cL3en+/97M48e+5MSSgIgnJKw4IgPjwIVvQ9Y2S4w/hhPyPN/qtfyLW3 +M2Nn6VZ+2o9Jttf1I4fsGKbsTI1gyT6isby00zWgkK/uPN3JSd66D2okRfxy +H9XdnKLMnaCrekznNEejOcG4e7+Gc5xFd77uopgR9x79pwsctnfwxj6g21i2 +h0mxN/QTrxllr7cQ3+x3lJPoXtN5JnjOEyqopIrzXOAil7jMFa5STQ211FFP +A41c4zo3aKKZm7TQShvt3KKD23TSRTd36KGXu9zjPn30M8ADHjLIEEn+80c/ +MMkLnpLqfVM/M80r9nnbwnd7lmw7it92gcZxmkfu/yR0W0U= + "]]}, + Annotation[#, "Charting`Private`Tag$476325#7"]& ], + TagBox[ + {RGBColor[0.560181, 0.691569, 0.194885], AbsoluteThickness[1.6], + Opacity[1.], Dashing[{Small, Small}], LineBox[CompressedData[" +1:eJwNw4c2lQEAAOC/c7yItwhpoZSiboiEXC3FvVKZLdlKmYnbUCQtmkIh2qTh +ifq+c774cDQU2RAEQcyNcUEwaa9X/OSY5531rteM+M4h2/zsYy/40RFv+N1n +nvK1t2x22XHr/OB9f9nlN5/61yrfG3PVDr844R8vueBD1+z2h8/9Z4JT9rli +o0s+8rfVznnP6371iVGnHbbdi877wJue9o2DtljvWRN9ab9XrbHScpPcZLKb +3eJWt7ndFFNNc4c7TXeXu81wj3vNNMt97jfkAbPNMdeD5pnvIQs8bKFFFnvE +EsOWetRjHveEJ33lgE3WesYK33rbVhs854x37PSyi47a409fuG6Z/wEtq1VC + + "]]}, + Annotation[#, "Charting`Private`Tag$476325#8"]& ], + TagBox[ + {RGBColor[0.560181, 0.691569, 0.194885], AbsoluteThickness[1.6], + Opacity[1.], Dashing[{Small, Small}], LineBox[CompressedData[" +1:eJwNzldbDnAAxuF/9NpKESVRISpEkqKhtEjhbcvIa6tL36evVSmijNKQGVqk +++C+noPn5JcV64++iAshDDAYH8LVSAgFHGAXW7lJMYfZRxcV5BOhmbNkcpfL +7KGDMnLZSQslHKWHWtLo5hJPOckDGuhlSFOjPc0jMrhDNc9Iop2LPOE496nj +OduIcp7HHOEeNaRyi0pOEKOeTVyniCxS6KScPBJopZQc9jOs85o9w0GS2c5m +XvpGGOUVrxnjDW8ZZ4J3vOcDH5lkik9MM8Msc3xmni985Rvf+cFPFvjFb/6w +yBLLrLDKX/6xxn+C1jg2sJEmCjnEbnawhRucI5u9JNLGBY6Rzm2qOMVDrtBH +POss5UUW + "]]}, + Annotation[#, "Charting`Private`Tag$476325#9"]& ], + TagBox[ + {RGBColor[0.922526, 0.385626, 0.209179], AbsoluteThickness[1.6], + Opacity[1.], LineBox[CompressedData[" +1:eJwN0Fc7lwEAxuGX6+J7+Eo+gnN/UqJoSGVFw0hIS0ZWVlY7yixbMkoZFclI +Q0P3wX39jp6TJyomLjoUFgRBEbERQfCO57SxxTR3WGOUx9xilWHu8403NLHB +BM/4wTzXWGKAPTrZYYZ/NPCFcf7wlO/MEUQGQZV+4hW/ecgus+zTwlcm+UsP +P1kgzD6ki7zgHtu8ppZ1xnhCBR95yQOauc4yg3TRSDVxvKePduq4zQ3iOUAC +BzlEIodJIpkjHCWFVI5xnBOcJI1TpHOaM5wlg0yyyCaHc+SSx3kucJFL5FNA +IUVcppgrlFBKGVf5QD8d1FPJTVYYopu71PCZER7RyiZT9PKLt4T7vlz/AxKR +bcA= + "]]}, + Annotation[#, "Charting`Private`Tag$476325#10"]& ], + TagBox[ + {RGBColor[0.922526, 0.385626, 0.209179], AbsoluteThickness[1.6], + Opacity[1.], Dashing[{Small, Small}], LineBox[CompressedData[" +1:eJwNwwkzlQEAAMDPhCSlhFDOUgkJUaKUclSUkFvq5QxPKCkpoRJJkvBv7c5s +dmiyJRwRBMGuh6KDYNZeH/nDCe/41WHbXXfKChd85ZYt/nTSeld87T+73HDG +Pcv86Av/+MRVw+5432VH3bbTX0676y2/OOhf21zzjf994DfH7Pa3b430vX02 +etclR+zwpp8dsNUGy533pc3Wetso53xukzVWet1oDxvjEWM9apzHPG68Jzxp +gqdMNMlkT5tiqmme8azpZphpltnmeM7z5nrBi14yz8vmW2ChVyzyqsWWWOoH ++33sPau84SdDPrXOahcd8pkP/e64PW76zn2veQBufDPX + "]]}, + Annotation[#, "Charting`Private`Tag$476325#11"]& ], + TagBox[ + {RGBColor[0.922526, 0.385626, 0.209179], AbsoluteThickness[1.6], + Opacity[1.], Dashing[{Small, Small}], LineBox[CompressedData[" +1:eJwNzudeiHEcxuGnoWE0kJFQ2YqMFKE4BYfgAOp8rGwts4HSRCkNFaJCWYlo +kCLkenF9ft/7/7x5Uo4XHMsPCYKgiBMRQbA2MghCGNOv6GWLvYifeoSdeil/ +dTsbdRTf9V53Je/1Djeeg/yxs9xE8ui3t7lLyGHWznRXkcuovctdziHm7Wx3 +DUc4aa9zQznAV3uPu4LDvLbT3Tjm9D53NU/1VncxM/oTGXoZ/3QHm3Q0P/QH +Bthux/BLf+YU6+0wvuk3PKOT05yhkGTfwxnXQzyni7OkeF/AhB6mjyecI9V7 +BJP6LS/o5jwXuMglLnOFIoopoZQyrnKN69zgJrcop4JKqrjNHe5STQ33qKWO +ehpopIn7POAhzbTwiFba2OC/I5nS73hJD5u9LWRaf2SQNDuW3/oLu3UCAftJ +4iiPffsPpm9gag== + "]]}, + Annotation[#, "Charting`Private`Tag$476325#12"]& ]}}], {}}, {}}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->{False, False}, + AxesLabel->{None, None}, + AxesOrigin->{Automatic, Automatic}, + DisplayFunction->Identity, + Epilog->{ + PointBox[CompressedData[" +1:eJxTTMoPSmViYGAQBWIQfamJEUh+sOd4aaIWk/XZvllPF8w/9JlVvKfks70/ +w9////9/tmeRKanj2/7ZniM+Fij/w77w8o0GM6D85qKDlvf9/9p/5LGdz9H7 +yT5QM018XTuTg3RWdfVFnk/23x69Aepndjh6PuV8VPVH+x1qQUox/CwO5gmX +bsVc+mhfqM0LNI/DYbJf4caO5I/2ye8lmUH8k4x3fV4EfrQ/pswJlOdxWLae +Z8PqtR/sZbbN2fP/P79D7eHmmt0TPtifM/v3H8TX+3B+Yl7iB3sPLRmgehGH +mDrFTFmBD/aSPoeB8qIOyVMXR7hyfLBfOG39j2//xR3s9dKknxe9t+93lwRa +IOFQu3Sfzz/b9/bmk0HhIeNgPiN3m1HjO/vYO32HvnYoOFx0s/S/1/fO3qhT +Eiiv5PBxz82gl6rv7ON8tgDNV3ZYtphnXdynt/YAYmWXPw== + "]], + PointBox[CompressedData[" +1:eJxTTMoPSmViYGAQBWIQfamJEUh+sNf45KCRNPm1fbOeLpjP5POa997R1/b+ +DH//////2Z754b/1Wqlv7DniY4HyP+xDO86si/jw2n5z0UHL+/5/7eUNn+oG +S7yyD9RME1/XzuRQOevrrPW+L+2/PXoD1M/swLbT75K6yQv7HWpBSjH8LA7O +0ZkLL9x9YV+ozQs0j8Oh923HkZdWL+yT30syg/g+Z0PmsAm8sD+mzAmU53H4 +cGP5Kd9nz+xlts3Z8/8/v8PDdT5HSh48sz9n9u8/iL9kzvxbllXP7D20ZIDq +RRz8rVUmKhg8s5f0OQyUF3X4cGbDRXWbZ/YLp63/8e2/uENZxptZnYuf2ve7 +SwItkHBo3vP0Sn3+U3vzyaDwkHFwTdRj//7giX3snb5DXzsUHI7K7ihzknxq +b9QpCZRXcnh38cepyDNP7ON8tgDNV3aoShVZyLjhiT0ArjibhA== + "]], + PointBox[CompressedData[" +1:eJxTTMoPSmViYGAQBWIQfamJEUh+sI/a0VPjXfnAvllPF8x/IvtQKXjnA3t/ +hr//////bF+WnffV3/uhPUd8LFD+h31Py7zqAoaH9puLDlre9/9rX1LFfzT9 +wT37QM008XXtTA4X1zgEzNh31/7bozdA/cwO0lLV7eE2d+x3qAUpxfCzOFy/ +r3GghOGufaE2L9A8Doe9pxQCeIDyye8lmUH8CacjDHe+uW1/TJkTKM/jcPzO +HWdfu1v2Mtvm7Pn/n99B6Yt9Y1TILftzZv/+g/g9G4PvzVhx095DSwaoXsSB +4cN0nWPzb9pL+hwGyos6uOz29m1be9N+4bT1P779F3eIbfGs/7/shn2/uyTQ +AgkHw6r/K6703LA3nwwKDxkHmz+RbF0fr9vH3uk79LVDweEw36u7ucE37I06 +JYHySg7LRNIO5d2/bh/nswVovrJD7IElR0RfXrcHAGy0mN0= + "]], + PointBox[{{1.0000000000219882`, 0.2739059785361402}, { + 1.00000000065748, 0.2704964547010709}, {1.2499999999563618`, + 0.27833849043335057`}, {1.50000000135873, 0.2730329541045581}, { + 1.8319999939041451`, 0.24296255555650245`}, {2.316250021748751, + 0.23050918734078213`}, {2.499999999443726, 0.21801783835787533`}, { + 2.507499950534875, 0.22472393791761403`}, {3.0000000003832885`, + 0.21882181677332177`}, {3.0000000231065527`, + 0.21413645453599908`}, {3.5000000002660014`, + 0.20307133563373797`}, {3.9999994979214204`, 0.1997608078205045}, { + 3.999999999948023, 0.1944068891299401}, {5.000000001639428, + 0.19229816838417266`}, {5.499999996466635, 0.19314253045859917`}, { + 5.9999655587359095`, 0.1817292039636228}, {6.000000135581913, + 0.1858419426276194}, {7.00000000009168, 0.17876337967646738`}, { + 8.267499999941885, 0.18306947197745788`}, {9.000000002972772, + 0.17860783472365405`}, {9.999999991187163, 0.1764280030668187}, { + 7, 0.185}}]}, + Frame->{{True, True}, {True, True}}, + FrameLabel->{{ + FormBox[ + "\"\\!\\(\\*SubscriptBox[\\(A\\), \\(R\\)]\\)\"", TraditionalForm], + None}, { + FormBox["\"q\"", TraditionalForm], None}}, + FrameStyle->Directive[ + GrayLevel[0], Bold, 20], + FrameTicks->FrontEndValueCache[{{Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}, {Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}}, {{ + Automatic, {{0.2, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {0.4, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {0.6, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {0.8, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {1., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {1.2, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {0., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.05, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.1, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.15, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.25, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.3, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.35, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.45, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.55, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.65, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.7, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.75, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.85, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.9, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.95, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.05, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.1, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.15, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.25, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.3, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.35, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.4, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}}}, {Automatic, {{2., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {4., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {6., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {8., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {10., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {0., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {4.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {5., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {5.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {6.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {8.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {9., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {9.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {10.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {11., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {11.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {12., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}}}}], + GridLines-> + FrontEndValueCache[{ + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& , + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, + 6}]& }, {{{2., + Directive[ + AbsoluteThickness[0.1]]}, {4., + Directive[ + AbsoluteThickness[0.1]]}, {6., + Directive[ + AbsoluteThickness[0.1]]}, {8., + Directive[ + AbsoluteThickness[0.1]]}, {10., + Directive[ + AbsoluteThickness[0.1]]}, {0., + Directive[ + AbsoluteThickness[0.1]]}, {0.5, + Directive[ + AbsoluteThickness[0.1]]}, {1., + Directive[ + AbsoluteThickness[0.1]]}, {1.5, + Directive[ + AbsoluteThickness[0.1]]}, {2.5, + Directive[ + AbsoluteThickness[0.1]]}, {3., + Directive[ + AbsoluteThickness[0.1]]}, {3.5, + Directive[ + AbsoluteThickness[0.1]]}, {4.5, + Directive[ + AbsoluteThickness[0.1]]}, {5., + Directive[ + AbsoluteThickness[0.1]]}, {5.5, + Directive[ + AbsoluteThickness[0.1]]}, {6.5, + Directive[ + AbsoluteThickness[0.1]]}, {7., + Directive[ + AbsoluteThickness[0.1]]}, {7.5, + Directive[ + AbsoluteThickness[0.1]]}, {8.5, + Directive[ + AbsoluteThickness[0.1]]}, {9., + Directive[ + AbsoluteThickness[0.1]]}, {9.5, + Directive[ + AbsoluteThickness[0.1]]}, {10.5, + Directive[ + AbsoluteThickness[0.1]]}, {11., + Directive[ + AbsoluteThickness[0.1]]}, {11.5, + Directive[ + AbsoluteThickness[0.1]]}, {12., + Directive[ + AbsoluteThickness[0.1]]}}, {{0.2, + Directive[ + AbsoluteThickness[0.1]]}, {0.4, + Directive[ + AbsoluteThickness[0.1]]}, {0.6, + Directive[ + AbsoluteThickness[0.1]]}, {0.8, + Directive[ + AbsoluteThickness[0.1]]}, {1., + Directive[ + AbsoluteThickness[0.1]]}, {1.2, + Directive[ + AbsoluteThickness[0.1]]}, {0., + Directive[ + AbsoluteThickness[0.1]]}, {0.05, + Directive[ + AbsoluteThickness[0.1]]}, {0.1, + Directive[ + AbsoluteThickness[0.1]]}, {0.15, + Directive[ + AbsoluteThickness[0.1]]}, {0.25, + Directive[ + AbsoluteThickness[0.1]]}, {0.3, + Directive[ + AbsoluteThickness[0.1]]}, {0.35, + Directive[ + AbsoluteThickness[0.1]]}, {0.45, + Directive[ + AbsoluteThickness[0.1]]}, {0.5, + Directive[ + AbsoluteThickness[0.1]]}, {0.55, + Directive[ + AbsoluteThickness[0.1]]}, {0.65, + Directive[ + AbsoluteThickness[0.1]]}, {0.7, + Directive[ + AbsoluteThickness[0.1]]}, {0.75, + Directive[ + AbsoluteThickness[0.1]]}, {0.85, + Directive[ + AbsoluteThickness[0.1]]}, {0.9, + Directive[ + AbsoluteThickness[0.1]]}, {0.95, + Directive[ + AbsoluteThickness[0.1]]}, {1.05, + Directive[ + AbsoluteThickness[0.1]]}, {1.1, + Directive[ + AbsoluteThickness[0.1]]}, {1.15, + Directive[ + AbsoluteThickness[0.1]]}, {1.25, + Directive[ + AbsoluteThickness[0.1]]}, {1.3, + Directive[ + AbsoluteThickness[0.1]]}, {1.35, + Directive[ + AbsoluteThickness[0.1]]}, {1.4, + Directive[ + AbsoluteThickness[0.1]]}}}], + GridLinesStyle->Directive[ + GrayLevel[0.5, 0.4]], + ImagePadding->All, + ImageSize->Large, + LabelStyle->Directive[ + GrayLevel[0], Bold, 18], + Method->{ + "DefaultBoundaryStyle" -> Automatic, + "DefaultGraphicsInteraction" -> { + "Version" -> 1.2, "TrackMousePosition" -> {True, False}, + "Effects" -> { + "Highlight" -> {"ratio" -> 2}, "HighlightPoint" -> {"ratio" -> 2}, + "Droplines" -> { + "freeformCursorMode" -> True, + "placement" -> {"x" -> "All", "y" -> "None"}}}}, + "DefaultMeshStyle" -> AbsolutePointSize[6], "ScalingFunctions" -> + None, "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}, "AxesInFront" -> True}, + PlotLabel->None, + PlotRange->{All, All}, + PlotRangeClipping->True, + PlotRangePadding->{{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.05], + Scaled[0.05]}}, + Ticks->{Automatic, Automatic}], Scaled[{0.5, 0.5}], Center, + Scaled[{1, 1}]], InsetBox[ + TemplateBox[{ + "\"\\!\\(\\*SubsuperscriptBox[\\(A\\), \\(R, 221\\), \\((0 \ +M)\\)]\\)\"","None","None", + "\"\\!\\(\\*SubsuperscriptBox[\\(A\\), \\(R, 221\\), \\((5 \ +M)\\)]\\)\"","None","None", + "\"\\!\\(\\*SubsuperscriptBox[\\(A\\), \\(R, 221\\), \\((10 M)\\)]\\)\ +\"","None","None", + "\"\\!\\(\\*SubsuperscriptBox[\\(A\\), \\(R, 221\\), \\((15 M)\\)]\\)\ +\""}, + "LineLegend", + DisplayFunction->(FormBox[ + StyleBox[ + StyleBox[ + PaneBox[ + TagBox[ + GridBox[{{ + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]], { + LineBox[{{0, 10}, {20, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]], {}}}, + AspectRatio -> Full, ImageSize -> {20, 10}, + PlotRangePadding -> None, ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"], + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]], { + LineBox[{{0, 10}, {20, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]], {}}}, + AspectRatio -> Full, ImageSize -> {20, 10}, + PlotRangePadding -> None, ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #4}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"], + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], { + LineBox[{{0, 10}, {20, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], {}}}, + AspectRatio -> Full, ImageSize -> {20, 10}, + PlotRangePadding -> None, ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #7}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"], + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.922526, 0.385626, 0.209179]], { + LineBox[{{0, 10}, {20, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.922526, 0.385626, 0.209179]], {}}}, + AspectRatio -> Full, ImageSize -> {20, 10}, + PlotRangePadding -> None, ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #10}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"]}}, + GridBoxAlignment -> {"Columns" -> {{Left}}, "Rows" -> {{Top}}}, + AutoDelete -> False, + GridBoxItemSize -> { + "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, + GridBoxSpacings -> {"Columns" -> {{1}}, "Rows" -> {{0}}}], + "Grid"], Alignment -> Left, AppearanceElements -> None, + ImageMargins -> {{5, 5}, {5, 5}}, ImageSizeAction -> + "ResizeToFit"], LineIndent -> 0, StripOnInput -> False], { + Directive[ + GrayLevel[0], Bold, 18], FontFamily -> "Arial"}, Background -> + Automatic, StripOnInput -> False], TraditionalForm]& ), + Editable->True, + InterpretationFunction:>(RowBox[{"LineLegend", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.368417, 0.506779, 0.709798], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.24561133333333335`, 0.3378526666666667, + 0.4731986666666667], FrameTicks -> None, PlotRangePadding -> + None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.368417`", ",", "0.506779`", ",", "0.709798`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.368417, 0.506779, 0.709798]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.368417, 0.506779, 0.709798], Editable -> False, + Selectable -> False]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.368417, 0.506779, 0.709798], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.24561133333333335`, 0.3378526666666667, + 0.4731986666666667], FrameTicks -> None, PlotRangePadding -> + None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.368417`", ",", "0.506779`", ",", "0.709798`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.368417, 0.506779, 0.709798]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.368417, 0.506779, 0.709798], Editable -> False, + Selectable -> False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"Small", ",", "Small"}], "}"}], "]"}]}], "]"}], + ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.368417, 0.506779, 0.709798], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.24561133333333335`, 0.3378526666666667, + 0.4731986666666667], FrameTicks -> None, PlotRangePadding -> + None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.368417`", ",", "0.506779`", ",", "0.709798`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.368417, 0.506779, 0.709798]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.368417, 0.506779, 0.709798], Editable -> False, + Selectable -> False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"Small", ",", "Small"}], "}"}], "]"}]}], "]"}], + ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.880722, 0.611041, 0.142051], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.587148, 0.40736066666666665`, 0.09470066666666668], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.880722`", ",", "0.611041`", ",", "0.142051`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.880722, 0.611041, 0.142051]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.880722, 0.611041, 0.142051], Editable -> False, + Selectable -> False]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.880722, 0.611041, 0.142051], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.587148, 0.40736066666666665`, 0.09470066666666668], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.880722`", ",", "0.611041`", ",", "0.142051`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.880722, 0.611041, 0.142051]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.880722, 0.611041, 0.142051], Editable -> False, + Selectable -> False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"Small", ",", "Small"}], "}"}], "]"}]}], "]"}], + ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.880722, 0.611041, 0.142051], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.587148, 0.40736066666666665`, 0.09470066666666668], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.880722`", ",", "0.611041`", ",", "0.142051`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.880722, 0.611041, 0.142051]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.880722, 0.611041, 0.142051], Editable -> False, + Selectable -> False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"Small", ",", "Small"}], "}"}], "]"}]}], "]"}], + ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.560181, 0.691569, 0.194885], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.37345400000000006`, 0.461046, 0.12992333333333334`], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.560181`", ",", "0.691569`", ",", "0.194885`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.560181, 0.691569, 0.194885]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.560181, 0.691569, 0.194885], Editable -> False, + Selectable -> False]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.560181, 0.691569, 0.194885], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.37345400000000006`, 0.461046, 0.12992333333333334`], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.560181`", ",", "0.691569`", ",", "0.194885`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.560181, 0.691569, 0.194885]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.560181, 0.691569, 0.194885], Editable -> False, + Selectable -> False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"Small", ",", "Small"}], "}"}], "]"}]}], "]"}], + ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.560181, 0.691569, 0.194885], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.37345400000000006`, 0.461046, 0.12992333333333334`], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.560181`", ",", "0.691569`", ",", "0.194885`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.560181, 0.691569, 0.194885]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.560181, 0.691569, 0.194885], Editable -> False, + Selectable -> False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"Small", ",", "Small"}], "}"}], "]"}]}], "]"}], + ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.922526, 0.385626, 0.209179], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.6150173333333333, 0.25708400000000003`, + 0.13945266666666667`], FrameTicks -> None, + PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.922526`", ",", "0.385626`", ",", "0.209179`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.922526, 0.385626, 0.209179]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.922526, 0.385626, 0.209179], Editable -> False, + Selectable -> False]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.922526, 0.385626, 0.209179], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.6150173333333333, 0.25708400000000003`, + 0.13945266666666667`], FrameTicks -> None, + PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.922526`", ",", "0.385626`", ",", "0.209179`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.922526, 0.385626, 0.209179]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.922526, 0.385626, 0.209179], Editable -> False, + Selectable -> False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"Small", ",", "Small"}], "}"}], "]"}]}], "]"}], + ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.922526, 0.385626, 0.209179], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.6150173333333333, 0.25708400000000003`, + 0.13945266666666667`], FrameTicks -> None, + PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.922526`", ",", "0.385626`", ",", "0.209179`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.922526, 0.385626, 0.209179]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.922526, 0.385626, 0.209179], Editable -> False, + Selectable -> False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"Small", ",", "Small"}], "}"}], "]"}]}], "]"}]}], + "}"}], ",", + RowBox[{"{", + + RowBox[{#, ",", #2, ",", #3, ",", #4, ",", #5, ",", #6, ",", #7, + ",", #8, ",", #9, ",", #10}], "}"}], ",", + RowBox[{"LegendMarkers", "\[Rule]", "None"}], ",", + RowBox[{"LabelStyle", "\[Rule]", + RowBox[{"Directive", "[", + RowBox[{ + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + GrayLevel[0], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> GrayLevel[0.], FrameTicks -> None, + PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"GrayLevel", "[", "0", "]"}], NumberMarks -> + False]], Appearance -> None, BaseStyle -> {}, + BaselinePosition -> Baseline, DefaultBaseStyle -> {}, + ButtonFunction :> With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + GrayLevel[0]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["GrayLevelColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + GrayLevel[0], Editable -> False, Selectable -> False], ",", + "Bold", ",", "18"}], "]"}]}], ",", + RowBox[{"LegendLayout", "\[Rule]", + RowBox[{"{", + RowBox[{"\"Column\"", ",", "4"}], "}"}]}]}], "]"}]& )], + Scaled[{0.52, 1.00000001}], ImageScaled[{0.5, 0}], + BaseStyle->{FontSize -> Larger}, + FormatType->StandardForm]}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->False, + AxesLabel->{None, None}, + AxesOrigin->{Automatic, Automatic}, + DisplayFunction->Identity, + Frame->False, + FrameLabel->{{ + FormBox[ + "\"\\!\\(\\*SubscriptBox[\\(A\\), \\(R\\)]\\)\"", TraditionalForm], + None}, { + FormBox["\"q\"", TraditionalForm], None}}, + FrameStyle->Directive[ + GrayLevel[0], Bold, 20], + FrameTicks->{{Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}, {Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}}, + ImagePadding->All, + ImageSize->Large, + LabelStyle->Directive[ + GrayLevel[0], Bold, 18], + Method->{ + "DefaultBoundaryStyle" -> Automatic, + "DefaultGraphicsInteraction" -> { + "Version" -> 1.2, "TrackMousePosition" -> {True, False}, + "Effects" -> { + "Highlight" -> {"ratio" -> 2}, "HighlightPoint" -> {"ratio" -> 2}, + "Droplines" -> { + "freeformCursorMode" -> True, + "placement" -> {"x" -> "All", "y" -> "None"}}}}, + "DefaultMeshStyle" -> AbsolutePointSize[6], "ScalingFunctions" -> None, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}, "AxesInFront" -> True}, + PlotLabel->None, + PlotRange->Automatic, + PlotRangeClipping->False, + PlotRangePadding->{{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.05], + Scaled[0.05]}}, + Ticks->{Automatic, Automatic}], + InterpretTemplate[Legended[ + Graphics[{ + GraphicsComplex[CompressedData[" +1:eJxN3Hc8le//B3AhZJQGIg0zJNkrug/ZMjJTyIgQQtIwSjKKkFVJsiJSUpKM +jDJDjnlQnFP2OTYNGb/r83j87uv6/tXjPM493vf7uu6753ldzhFwumjmQk9H +R6fBTEf337+keSMZOro5rHvbwwihy4uY7OFk/QddC1jdt0P8pi8WMQFHl2K2 +kWXMeNO9+9Ehi1hFHOOO2zV/sKw00eFDCotYDgeTXHrsP4x37x0sfGwBE7wd +n538aB0TzRTea524gOWu+EfoldERWEMNndkNF7DwI2M/5DXpCYPGg40JDAsY +e0zU/oXPDASxHbQJnc/z2KRLwqniw5sJyocW42ix8xhnpYPKcAkTQVhkcWve +6XnsXlwK9zZBFkJ7gbfgbal57M3dta5tUVsIs65N5fzM85gAvbjKDXY2ws1H +8YelyHPY2K+K1LkAdkKYmTA9U/Uctnx+Z07HBgdBU0XcVCB9DiukS7sXGrqN +EL2XVht/cw6zZWtQSfXnJHz5Rzhy8PwcFmWRQfdCaTshdq1B/bXRHHbW9lV9 +5fR2ws2gg+RXSnPYmaz0oc1vdxCifHS/xArMYYeC8s6/999JEI8aeevCMYc9 +2zUy4y6+i6D1+Ll98e9ZTJtK32I+vYsgR2bcsbd7Fou/aZl9LIeL4Jz8m4f+ +3Sz2Kr+Gdt+amzBFH+9/8uEstsC59S4/Hw8hlnuWlTVwFqMoxok8/8pDoKTq +XTNynMWWUxd2XUjaTTDLObKxpjOLfU/w9k+x5CX47x0Yy5SaxS7q7+us28JH +sNqf9Ggf7yx28NjrMNE2PkKxj4XWJoZZ7O78ZbnosD2EkQbNZo/ZGaxG2cL8 +lCI/oTyvbEHg+wzG/3FXo+0ffgKVre4I1jKDCdFvUXF6uZdwSUq97fKHGczk +9vB6uu8+wuYvX5r3PJ/BROsn676J7SdgTE6fnj2cwToesf++9W0/Yf7F0lOh +uzOYaW8U9trkAMGS5aM4V+AMthV7dutpwQEC19uTwpleM9hQw5uLEhwChMur +Pmn5Z2ewhw9bkya9BAinn4b8jjSbwZ7r06mINwkQLA1KaJ91ZrAWXpFIRglB +AikwU+S26gym2exs4RAuSPgYSNsbfmQGy6l7ZTM3JEhwbxUgCYjMYLsHp1j4 +CUIElvDofzp8M9iPToJSU6oQgZIy4HKbcwar1+j9u7EhRDjoIbVlM9MMFh7n +W/XFfR7j6zxiX5q1iEnoBgcTzyxhXDwcK7Jpi5j3nxKKrtlvrCsh43fOmUXM +4m707nNtQoTFvMt5Smwz2Kuas79HS+YwukiiXM/9RUxK9Y5zyYNFTPLXfLxQ +7iLWJHmvWfzxL8zRKoD8zmsReyw1dpC7RIhwyM2vdIBjBrO1Dwsr3reALUfm +RdwqWMRELXwfzOxfxnINaM+KYxcx9jHpLW/GhAhh550OPGaZwY73W+26dHoO +s9rZsFUifBF7LRfX+wzcp1fMlGbd8hexJZ1rVanYLyz7wItS44BF7OPNxCMX +84QIWTIxZVLbZrC5gOsZx8B9OGsQZpuat4g9N7rCSq5awnarjCh2Jy9i0spD +nGwDQgQRDb+kiS0zGN9zt4FT2+YxJ8ebL+IeL2KFhLC5ur+L2IUUxuevMhex +Ru0YV+FrC5hfQMJCIXie5Jy+ILwWuoyl2KmUj0UsYhOJYZtsFoUIStF6eibM +M1isS2eWyuE5rLyUNehR8CLmK70jPp1xEfPitbgSDa6f1eKiUtf2X5haTkvM +teuLWIe4x9s9mUKEwaZUm35QvyrDL6nND+ax1q1qHJ7PFjF3g5VPpJglTO7A +tpm9jxYxTUpJ0vsuIcJxh9HJONYZ7Jz8iNv+H3OY5DsDD1YwLl7qTAUVTYvY ++udyB/acRWxHJ/PyFHhujXZo/zAE9btYz3xfNl3GJFcnc4fvLmIraqfDN08L +Ec7pM21aBvX/OTEYXhg5h1nmM28ZiV7EZhXZ9750BeMeNr88A/qZO7W+/er8 +PCZV1NqvD8ajY8+0YYLaPLYh8ErC5+kiRj1Op9QisYQFcViYbQOvgz5wkuxy +F7BYoaQT//Wvd6owuPCvEOFfestyPpifbw9xTqVxz2EEw0nhoGuLWOerLhof +bQEL+lw3/xf0K+W0h//syjLGPsrSFB60iNmEWC7PPxEiKGsYd0qB+e7QLBfg +dnMeOxps/FoQXG9LU8UBS/8lLEnORa8odRH7opDRe68DbN+dXfET9OvOisDr +W1/mMLezxVERSYtYe0Ujk/LrRUz92uIeAdBvpYfaasYKC9jWkdAXS+D8DT1F +qn7Ky5jJTF5JW8wiFnZfu3FwUoiw9ekAgx6Yr/t28rZt853D7LpSVzOiFjHT +d23XxI0XMcHkmeDS5+D8r9VsBgfmMUVGYb9Q8HqZIpG4LDKPXR0t6kt8soid +qKtN1NmxhImsmYy6ZixiWTeM99fGLWCOY+q+ZaBfZ7GH1bd+CREUb+gmrIJ+ +uT1NOtN7fA77PtUbEhy6iHG+MZUT3LuIGR6aCN8M6uVSLxvPfDmP9cYlJiWC ++xPzzhWo/DOHUeprTzqB+UNja3kZ6bSA0RL/MN8Bx48tM6iRvrGItbo92rUT +jG+ocG3LLpYFLKrFKW4JjG+BZRHjEfN5jOwYPC0C7gfrxc74lcoF7H5Sn85/ ++xun1B7tXRUitEs0+FmD+hq2Ft0zZpvDItgj7a2vLGL03vJ7+ocXMIMHXfvE +wPbfvo8nBM8uY1b8CyF3wP2RLmbIbZcmRFiNKHtoA8bTr7CTl+/yPBb0Gvvj +kw3mZyS/yU63JYzsdX7ID9yfnOTk33/ahQin4/VfcYDnU9r3GnP5mjnMUKM6 +Ry4RzPvrYgq/wH6vDZrzc8B4GgSODG+IL2BmAnOM1aA/v5I43aUll7Ezdty/ +a+6B59fRoxM6E0KEb1bjsb5gPKV/vfepdZnDdu+5u5cG7u+b/lLPxzUWMZ/q +Gy47QD+GEgdXY77OY99vCbdtB+PJUt+smMc3j+0o/0hMAc/ToFDBOkamJWwi +aq6ZHfSrxGm6zu/2Ahb59t2bd/89PybvkaeXhAjXP3FPiYD7LfCW3Eak8n/P +i+A7CWAcCL7FjmROME6KSg6GoF6xA9bR5lnzmKsE3QoDGE+zk9r1XtNz2LYN +5YajDxexjRm3kyrWC1i+dlm+Fzj+xysvZmb8FjGm1YHbYWA8k5gdvBtW57Ep +Bu/BLFB/lbLxc7LuPGaze6XZBMw3j15f+cLiBUxtfP7RE7B/AuG9rcY/IQL3 +Tr7im2A8s2b9Ptr+WcASJttf14N6hN/lPkwjLGBWWi9ShMD2ZW1P3omPgfmt +03hhEvQjLq0ocNvjBaxDlFX3v+sdEDvE2uu1gGmR7/Gkg9feGoIHnXcuYCyZ +P3Zi4HhanPLTek0L2B/eRx4XwfustC98F9aFCIYX21SlwPlx3x3ZRtgxLYF8 +N3CBP9vGA/nubmhm4LWjyHcpaSMijSsL0HerD+b3prxDvvtXUVDc4458Ryj6 +dlVHBPmuK2B6xnx4HvruGc+Lr4QM5DuBuPfOdR7Id1OpmfTnFJHvHiQmrdix +It+tnkyo1P85B31XwDDFOFWJfKdyKXPcIw35zou7Zcg8CPlOMtuFJeks8h31 +iVPRmA7ynUD9hLO4FPKd8MvNjhW7ke+s7sic52FAvouRrtMIGZqFvvv3ri+t +sAL5jvu90/ttD5HvvknX3E+7inxnbpkka3wG+a7pUR3bDnXkO4XFqClZQeS7 +JhMzaS8m5Dumi9aa3rQZ6Dsb99FW9Z4Z6LthT61EyaoZ6LtRgUyr/DzkO7+X +FbIeich3husis5YhyHcpDT5nLl9AvmuO4e1qt0a+uxrFESWlg3y36d8FhmgF +5DtnqQKOw8LIdweeWPUm7EK+K74WXmvAiHy3lPzZd2JpGvouX6d1nXN8GvpO +Iv4ZMZk0DX13kD3I/s6Xaei76P62AxLV09B3uSovwqXfTEPf9RjuzgzMnYa+ +Uykyiex/NA19x7jd19z4PPJdsJDonTZr5Ls6vw0xJ37ku5GCVIw/Yxr6jo97 +o8DfAvlOopoxpckJ+W5Z9bOvlSTy3ZCunYle9jT0nYpbkkumJ/KdKYlr+boB +8p3acfbTv9Omoe8sB1U3RI4j3929Gn6Y+zzy3YGfb79tlke+2/k4cCslZxr6 +jnyOYbP8BeS7MdLYL6eTyHcrZzZPRqVPQ99dS//Qxu2AfPfmYWJtth3y3bjg +t7dynshzpvsb4s4/noaeyw0/Z/hXCXku9VUf03c35DmDm2cLG5WQ5+a/iO99 +9Wwaek7KlFU7zR15zrLrj3q+BfLc4cLDZ8yeTkPPmSzrvx47jTyn1/YhwNgB +ee7p9XLedE/kt0SJULUjoL+43wo1zns9OIH8lvJuCy+HC/Jb6tO7uVKeyG8D +k49/S55DXvvI2FzqfQF5TWUyxDwjdRp6bbb1p1axDPJaQWKZxDP3//Ha0T/P +slSQ1zbP+3XsAvMX91rpenLrPTfkNUVJYSJmhbx2upQLew/6gXttp2lYEMka +ec3bVG70viPy2qIP462Xnshna9Oi6omgH7jPZET6K3fqIZ8xyrhc4XVFPlNK +YYn/dAH5LEbToVzTCXnMYothz+AF5DGP5kc/GcD8wD0mdMX9XLM68hih6LkN +vRvyGHF/h0awB/KYm2LRxRw75DHB7xlL/qD+rognx/TB53qWqYUtpabIY1LH +GTqveCKPtUdmcQ64II9VXZZ+NO2BPJbI5DGsBsYL99hXX/lFeynkMXu2kNlN +HshjilWpD2JVkceOWfIq6IHxwj3GeIvzwtJ55LFdfA/ama2Rxzj7PlVMgvHC +PWYwdC9Vxgp57GWj57CUE/LY+fc36F94In8dnObUqwfjhftLq6bcq0Ab+Uu5 ++FDPI1fkL7MvE2E3LyB/3f44oaXgiLxV+6oslNUTeWuS43CpAhgv3FucN9q2 +zakibxkyq8/5uiFvDakrqO/wQN7SO1ZwwsQWeUvnRl92DDj+mLvaj5WEOYzt +EYHjrTHyln/nUXNrT+Stz6d1f7C6IG+lKpGTpC8gbwVdXEr2BuNlNJbUWRo9 +j22e3Jjhc0feio1kFMj3RN6yCJu7sQb2/7EePXtcZh4jqfd/xpyRv/g5LPvz +wPv0p3m15srmsbXsLR++eyCPrV9gx/6rD/fYLY3UC/GeyF8uhKEjbKAe3F9X +OedWbKqRv/KNjibr0JC/OEOv5j2pRf4qTHN7GH8R5WsKWQcc/XkWob/MItKj +SJXIX11m5UadPshfP0SbM4gHUb72gv0wvdEE8pdRo1Ql91vkL/sirT1TIchf +jHV6BgVmyF/kwPWyWQmUr1kdUbLyY5iH/mqVyePPpCB/cdtG1c5UI39NPfAL +vJeJ/FVgs7/ofCTy11+FZzxKXshfg4b6Z7OskL/Kre2OMBGQv9j+jOvEHEL5 +mnaNGucg7xz0V+5tc0Uuljnor4m/Uunn55G/bryOLrXoQf4yS9zDSv8B+StG +k4XFLQP5a/APe3tsJPLX8Bfb6B4flK+Z9Wi6btiifC3U/9xyjx7K18gXRo5K +Ks1Cf9FnvXvTLzoL/RXFa+8jxj0L/WWSsgULYJ6F/sK2hNS4/UH+Yrhdus5P +Rf4atg1WqxxC/tL+QdReIyJ/sTSf8CtqQP5SvGF7haUC+av6uXLwwdcoX9sw +Shu4movytbDzT675paF8zYJq+/1mIsrXdKovx/FGo3zNveOCr90tlK9RKWkS +966jfG2nCEe0tB/K16QTZ9z2DSF/vWBd8nhIRv76+UajYTwV+Yvumek28wCU +r439zq5U+Ir8dfjwcHTIJPJXq6+YCVcR8ldAVORer6soXyvKK89znkD++ldZ +ZzXRifzVHF02dswf5WuWhif3STUifzlJTr6uoCJ/idpnxT8oQ/6SakpzCrqG +8rVVaYYSuhHkL4NHlADtAeQvE9FhTO8yytcMhXXvsPQhfwknXY79MIr8tdqs +JyNKRfnazelej2ctyGP8v1volC6hfK19/HWhyifkMcLtjnEVGvKYVJOC16Eq +5LG6erYUxusoX/No8+o5SkEe4/QSSU/4jjxmvevJ1bbLKF9juWwoLNWFPPa2 +ssKgZRx5TPwgseDvJMrXOO+EBFDakc9k3aLry0H9uMcaTPs7O6aQx2o+buVw +GUMeEzpdY/d2AOVpSZ4f20/+RD6z1zz7Y5KKfFZuwf3wrR/K0+KbZxh1a5HP +Tiy3lhnTkM844nin3KqRz9zvi3frXUd5Ws0/pqT3w8hnC6q51fuGkc+4F2SU +OQNQnlbhPZwkT0Q+Y816a/Z6AvlM3Hqj++gkytNC7tm3UzuQ1/hNY1tWQX9w +nx37e+W2ORX5TN4Ps8BGkc/ORW0sjZBQfpY6b6UcP4K85vlJmiOZirxGp7BM +WAb9wX1mkXfwDQsN+ax/w2o8/we4X6q1jDAwL57X7hFuG0M+e2dguufJFMrL ++pKP68hPIZ9RTtad8B1HHjv3NmRJmIY8xmIiyOTnh/Ix1bz+ZpMa5DFFIXHj +/8YH95h/oL7r7RrksQ9l1qse11E+tjTkHT49hDxWWKs0830YeSxT/2uGTADK +xwxy5l4pdCCPvWkT8eebRB47Gu3A3DWB8rGmKyvdVCLy2f2aqp694PmBeyy3 +rWv5LhV5zE3VgTt7BHks/V2S/Z8+lIdl1KTGHxxFPjtR9uanAxX5jO0a3T5u +MP64x2JcZTr+6x/usRnuL6XLYFzUQp4FrnWD+ms14o3HkcdY2R8VGU+h/Gtu +q3hV+BTymINChvPMGPLXUArDU1Ya8terUqw1wQ/lXYU9+8d0achfezeZsaeD +fh345Wl4AXwuY+ev8eWiIm/dIlSX1IHX5IVZxnPioC8X92SOUpG3oiy2zY1M +obwrJdp3WpmGvCWVXql90g/lXaTjMfmk91ToLVEFzvntRjTorZGccc+rf6nQ +W+1RAnUqblToLWYeS5P7X6egt6TaalIeyE5Bb3VvV6djezUJvXWjZ3lLgtQk +9Jb3OwrlRc0E9JaEKuMrVdcJ6K2HEU5ySdsmoLdO2X7ymW0ch97q2x66IXZn +HHrLU+DawLET49BbCk6K+4/xjkNvXdS+Vu83Pga9VXeU8YFjxRj0ltBKkBxz +yhj0FmfuUBW37xj0lvmM5kT8yTHore5KT15Mdgx6i8IfXLaFewx6q/sdK1fV +2ij0lsiXhe+nR0ehtwa2i4+pd4xCb9m2vRadqxyF3grQF1F3yx+F3uLU1rvr ++HAUeov6k2mGP3IUeqthInYz4coo9BZ7o6Ottfso9FaYWYOJ8JlR6C17jbuM +ucaj0Ft3V1trtx4fhd4yDbe8JqY0Cr2lkPgrP0dyFHoroN6NuVdgFHqrx9rD +WXP3KPTWtclNV05uG4Xe2rI/gpmbaRR6S+ZkZip5bQR6S8en2cBleQR6y/GS +/e3L0yPQWzGRTx47jo1Ab21utN/GOjwCvVW37mFwnTQCvVWSx3zPqHMEesvB +pmYr+csI9BYm57d9X8MI9NZHg+dJC9Uj0Fsvlmx9So7QoLe0orINb8vRoLde +hRhryZZQobc2h7f/2Kgbgd5KqNiIvkZPg95K0Hq9v1qbBr2lHBrHs5VEhd6a +7wzpifk8Ar01y4MF1unQoLcKkv68OsVLg96qnBAVu1I7Ar1VyTvy5CyFCr0V +1PF9cc2ABr1F/GD88sAkFXorblh50qJ+BHqrQ/wKW6Y6DXqr4KTfLu2DNOit +fyV3NlTB9eHeWqhpKj7OT4PeAqaQawH7w/VMd8XrHwxp0Ft1xzN0NrHSoLdi +V2JOl9SMQG+xZo4aVLVRobdyH+jqXj5Bg94qjclhdp2nQm/5uGad/gDqx711 +9M9ubhMlGvRWhEd+X/phGvTWxR2xJk9A/bi35N3lzyhz0qC3tjJYfN6lSYPe +8o7K4y7Xp0Fv5R0WS+jdToPeapXWzOAC/cfzsAzqI5fxBSr0V89ouFylHg36 +a6ArN6UGHB/31173ONkPojToryHG5UdUZRr0F8sZ5TAiuH7cX7vXP1uZg37h +/ho6aTfE9YkK/RXmILWJDLbH/ZXhXEu+vEyF/irksXlJBf3C/aXm+MCoEMxn +3F+m+q0lGdI06K+pu3Xx7aBfuL8MH+Wa3d9Cg/46pnPo8/pxGvTXsZ0R7vbg +enF/GbTrXc/iokF/ZftPndEB/cLzMiV5Yf9zU1TosXNlYu7LoN+4xwo3n2u2 +JNCgx1wFe84XCdCgxxRd1156HqVBj60kpJ93BNePe+xIwMWOMNAv3GMPfH6O +d4H5iHvM9gvzh6eqNJiXSXFFxvpx06DP+F/1ltOD8+M+q2nNLO8D9xPus8E8 +5cMWujToM1anwY2fWjTos4hZyUo28P8p7rNpq/BpQVAP7rMf79jM71ZRoc/q +4/0U6MD2uM8uJhf1X/1NhT4zaFH+zgieV7jPLt6Kk6mQoUGfjQfW2nLL0qDP +ira9VBoH44f7TMxgZ+NOJhr0mRbje8IIqBf32dWs1vSH4Hpwn/mnr9rc5KFB +n9llL1fbg/HD8zPX45VxC6NU6DVGLtkfN0B/cK+l6Mt2MmI06DWHoORNTPtp +0GuVn6//fapGg16jMdTe3QXGD+ZpZhd3poF+4V4zqPhkcAi8j3vNm+dUyCYV +GszP0mMdOp120qDf1AyL8zg1aNBvzLLskaagPtxvx1KvT3OA+Yr7LcFhcNsg +mM+43446Vqovg/Phfhsx333gKKgH99tCQ3lqMXgf99v6Jh3hXWD+4n4T+5lf +bw9e43mamGSTVhKoB/fclI2RaQbYH/cc/wVRh4tgfuKe09zjtmwCXuOek+Xp +V+EC8wP3XAYdWzUrqAf33IjaLXal3chzSktG/Za1VOg5kf7HGXLuyHPxQVp8 +T6emoOeWR/qDTVyR5xhvXTll2j8JPXfKUp7tiy3yHB3po9Zj8gT0nChf7uEj +l5DnfKrOOvrsRp7b30LvklQ7Dj1HEZZoOnwdea7HZUCZTw157pioiqkzHfLc +Llte5fb2Mei5rc1Bx6rSkec4m2sZvPyR556IXbiRZ4o8Z+qxw17nMPLclc0L +wWtbkecC0yOySudGoee4Hd/zHOkZhZ5jrM80ka5CnmPnj+//nIM8N8y2c6t+ +HPJcwPGjBScDkeccDPXu1Lkiz5ne2mQdZoE8V2mgq1KogTxHP8T3jV0aea7g +r3SO1QHkuTPpN5a3cCLP9UtMllzbhDzHYRSp3LA4Aj3n8GOJ9fboCPRcuYVX +Vg3wEu45VaoZ+zXgI9xzU+0shveBh3DPPTtxr8OyZAR6Lu66oUr68xHoOZ4r +cZy86chzSxEKVw4kIs+d/+Ea9DkKee71NYu/l24gz/UpJf0qvYw813Rg154F +T+S525V07NnnkOdsXqj3TJ9Bnvsk/2typwXynFUjzS3NEHnOOzFqjVpEhZ67 +dexutEsGFXpOkiRksF8SeS7/zUHbdhPkOe4PDbOXQqjQc0HNGZHfgf9wzyk2 +Gx31MUSek6i6lzdzEnmOb63g+HNwP+Kee9IkFJIeQYWe+/jZ8vcbI+Q5IRn5 +nLPmyHMnRoffWlRSoee82fIrYk4jz8XuIz2nM0eeM1M98OhdBRV6Tkz9zTR7 +EhV6Tvb6HEeNMfLcVrvordZpVOi5GrZsee8XVOg5uq+J52WAN3C/3TtuwZ13 +AvktSC3z9l8l5DedLR7XDldTod+og2aH5xyR39y1DQXumiO/kbj0QvJKqdBv +MlJdhmdTqdBvzw7+4dA1QX7jvUKR/RZLhX57XdFuZ/+aivymKJs/XkeFXpOb +1CBLGiGvSTE+sKr2QF5L22IqMFxGhV7T/f5qrymoH/dayLrqBpZHhT77lPCN +PxscH/dZ+1ajRwInkM+4AyZ/PxdDPrt7jY/TpoYKfRbx7sDOFBfks7sJyf/a +zZHPLtxVdg57S4U+k94ddM7zCRX6jP6Hzou7JshnhcOi2WyRVOizmqEzxMI3 +VOgzFnfGD26gXtxjttuFflw0Qh5bsbz45u5Z5DFD5cduheVU6DEu64ktr4BX +cI+5UwV1dmdRob8+OiQ8YgDzA/dXZ7eS8TnQD3z9sjd7x4isDhV6TFZsb18P +OB7uMdmHBi4OH6ho/fJoX8B8MhX6S77eX1scHB9fv9x1mVl0y2Uq9NeudEJZ +Jugvvn554o9TOgnMX9xjpUyTczvA9eMe42GI+T1kiDx2/XVNW9IB5DHuM11B +38HxcI+dE8mdcjmPPPYwQdNn3hx57EkxR2ZDMRV6rHFXfDg1nQo9di5cK7TQ +BHksdzfRs/8WFXqMtdZrrQmMN+4xLvuSZU5QL8zHPpz0uG+E/PXrzY6iJBvk +r08PQ0zCwf2O+8tb9CxdFXhe4P56vfl2uOFTKvTWoA+FRQD0E/fWllPDReFg +vPD1y31sjpeUMSr01xbtzo2Ij1ToL2G2xm+c4H7B/cXt++5WcAIVeqvSHPux +DRwfX78knd3ync6HCr3FrVSVQQ/6i69fih3fev9JPhX6i/XQ0a8O4Ppxf7l0 +MOvQnUD+Ypb+PdcE7k98PZP+215LoXdU6DHR2Uj+12B/3F+2fqohd0D9uL+4 +mp7c6Afv495yFXYwlAf1wvXKzR85pMDzGvdX/LYI0gfwGvdXST7pZZUh8le7 +QYrOdWsa9NfOgE6WdhLK03J95FSq7tCgvziS1927R1GexqvfcaBLmQr9Zb2b +tWcoGuVppu3aywYbyF/rnZJfo4JQnlZiujdFbOsk9NdI6fMVxhLkrx3H6zYl +2aE8rS3RlreYawL6a6DqYINSL/JXKv+Hc3wPkb+s3cyZXjmjPK2j9vIJMelx +6K+AVzoSVvTj0F/5X2LHXQeRvzooBXvHS5C/jvQlmgknIX9JDZrFN15CedpL +kqbNiBXK0/JyLw3oHxuD/sKuW/6YExmD/urlwT7Kbh+D/jpuLZodu478dU+X +fp6Dhvz1lTmuCvuG/MUX3JB1rxX5684i/ZFLH5G/vJMSdp16g/xVwMRRcCwX ++euH9SGLzsfIX1sKdxhaJ6A8TUOsdLw1CuVpxcQbxVE3UZ725mkIvdxVlKfV +kL8ELvqgPM0oImCvkQfK0259qum554zyNMNDb4Wf241Cfz2wsdtXYD2Kvh/A +aBUjajYK/eWePKZuYjQK/SVvJS5mpzcK/VX5rfYavdYo9NdIwtatf7BR6K/z +zMf1Oo+OQn9VyMwoiymPQn+JtTvX6MmPQn9NWMr8DCpCeRpTZyVbdgPK02RE +rh3TBp8HcX+dtb7sLqM4Cv3F+VFZ7EYEytOeV1e/z+hFeZqaCnHxxTka9FfZ +xEWGQ0qj0F/1sl1vvn1BeVqpQ9vwjkKUp5Wz/zl1VGEUfT+APunB2Ys06K+C +ikG5vH6Up8m5LaWXXKGhPC3jkXg+OB/uLxPe9uCYapSnSbnKHg0uR3la/azg +/DtwPtxfvcJMltJpKE9z9cLkRDtQnjbG0B+j0Y3ytOe8tqc+PEZ5WlxxfXot +6DfusUebJbaHOtOgx1hFRbiq+lGeFqr+izJ4kwY9diXyb+IEqB/32NOByZe/ +3qM87VvuDeehGpSnqa4J3V8E9eMeMz0TGZZ0H+Vpngb9El+6/idPG+C/HdOB +8jQ6w3OM+3NQnuZyVdNhHdSPe2xrXYX2IxLKz3xa0rfJNKD8rLLrp4tsLsrP +NOd+ild/QfmZkVDS5EYvys+cptV2hYPj4z7LPUz8fMuOhr4PoKu54NqP8rPy +7U6vLMNp0GdtafxnWcD8xn3GofxLqectys98r/Nv7vmE8jOi3LGAHWD+4j6b +MhOl54lB+VnVy5VS0x6Un/lXMfNZtKP87NOoWcPB5yg/m+or7uEH/cZ9FqRc +6n6sH+VlGiXDUWt1KC9zsom8o5OJ8rI/92/vY21HeZlqfYFCdQ/Ky6J58syy +QX9wn62X5f8h9qO87O76Z/bhCpSP+f9d/7y9E+Vjxt3tRyI6UT72jJ/p2oc+ +lI9tEg3QFW1G+Zg5ySeSkYTysc8FIT9dwflxjxlUWJFunKZBj11u2D4j2I/y +scDNH5qiI2no7/s3HTHYDcYH95iG+fa6omKUjzH9XJDTqEf52MojrhkBMD64 +x14EWgoY30H52E1dutsbPSgfGxgb0T3QhvKxlbTvewQKUD4mfu8RlyQYH9xj +2vdH/a/3ozys2nNzzolalIdxLuYG16SjPCwra2rfvq8oD1tLyWBn6UF5WLPR +RsAb0B/cY9Ey75K/9qM8rFRocv/CB5R/hT08RFrqRPmXBWf/ofvE/8m/xDUe +SZNQ/rX17t+Qt40o//J8oF54pw/lX059YiuXwflxfw3ZhWilgvOnr7qSrlUu +YpN8YpFJ3SgP697FKHn1K8rD5q7/010kofyrkrp64Hwvyr/YBU/7fgbHs/87 +ed8vehGb8szeI9+H8q/ufZKPfUgo/4q2Vu+wBvXg/nrySwbTzyRDf31bqPy8 +R50C/VXNshDot06G/lor07v6IpIM/XWCpHrmFRsZ+qsrW93+J/8w9JeMjeFU +vdEQ9JetfmTeyN3v0F/5QtofMse+QX+xkF7mGDt9g/7aq1tQLzY2CP21yttS +/Th0EPrrniLxy+FDg9Bfq8q9DyZIA9BfrKuF7KbJA9BfpnNGDuEWA9BfScML +3ar8A9Bfa09ZF8yn+9F65l+t8++r+6G/vjpWRng96of+kjXzHVy71A/9tbnY +V7DDrB/6q21n/ePniv3QX6HKv+8S+fqhvy5XLnRsZeiH/jJQefv86TQJ+ism +ldFflUSC/upPNPjQWU+C/nLpY6C4vCVBf2lUvtAtziJBf4VerpJRSSJBf724 +3kvLCCdBf6X86tSeu0qC/vp3YeaSoRcJ+it1Nlj+miMJ+qt9j6+NsDUJ+utE +0bcj2SdI0F8ZWK6f13ES9Ffvs06mKVUS9FfFHmlZRVkS9NdQbAI1RoIE/cW2 +pWB/qSAJ+usk/3iV3x4S9NdZ++XvzFwk6C/aeR+Ri1tJyF/e0wEPWEjQX3vy +TrYLMZDQ9zP33LIJW+uD/vp4eNtI2J8+6C+urV1u8ot9yF+iU8xhfBTor3Mb +2YXFkhToL9uFRsGhejL011SmiFPXch/0l8yprIYdNDL0170HCRW/VCjQX1tz +rkwq/iRDf81o/Tgv/rsP+ovea6b7oxwF+ovr1Y+LIrsp0F+qMr4fQ5f6oL/M +WsKWalvI0F+Lc+deMYD7GfcXueJbmOg8Gfor6PowVy84H+4vCzvjRTdxCvTX +6/BDH6WEKNBfP9VObJYA1wfzr4Y6QWsmCvTXT5XhPBd5CvRXE4eBsqAqBfqr +cZtvbDcbBfpLdJo3egD0G/dXrGA90773ZOivTvkyjgBQP+6vgFub5n78JkN/ +pcg2kiTB+OH+CpAdq04QpEB/CTMFGIqIUaC/kmSJ8SGgftxfu+8zeTCtkKG/ +co84n7iqRIH+ChLeSXIBr3F/WVln2QruoEB/KV0JopcC/cfzMXF1SpbtNzL0 +WJSvnUP3UQr0WAExLHzPEQr0GI1y4rjgdgr0GEnPMaRFmgI9lmts4MGoRoEe +2zj7zzoS9Av3WF7xfaugQjL02I+MrnBn0C/cY46iasnS/8jQY1/GbCxPgX7h +HhO5VXHr7T4K9BhZ6ZX5NQkK9JhPQOXcc9Av3GPEXz/Imotk6DHFc+faW5Qp +0GPcR+arXitQoMdcXfe+OMxFgR5Lzh3uswb9wvMz6bjnPO1dZOgzPju5d7fA +9eI+O3x11NEF3G+4zxR7tHKpYP7gPrtNkvJ9LkuBPvuRLPv4MOg37rPSzcyT +r0G/cJ/F8V30sQT9wX1mKhmcJSRKgfmZN0u0hiMdBXrtJTW9hk6RAr02ftjQ +mAyuF/faXw7G6ytgfuNe6+jgGLonQ4Feuz6TFfkcXA/uNUvd6T47UA/utQuj +WUbLuWToteSTV711QH241yzttm7pWiVDrznEXeTzBuOHey15QCftGT8Fes12 +ZYrl0SEK9BrhFeHgRzB+uNf8NMyelc2S0d+bPe1/7QKeR7jXtmrXRlSD+xf3 +WoxzD3shNwV9H4CBvtkTjB+ep8nsb6Y/9ZUM/ZZ1K3alCVwv7jfOI0P8c2A+ +4X4Tyac/dXgLBfqtSXBAJRo833C/VT5iePzqv+fF//std3nmfT3oF+63NTuM +wRP0B/fb/Wrbr+eEKTBPK5zyKyKskaHndKYfbqsF44d7bnW8WlsCjB/uuXJp +t0+eYL5Az3lzMtqB+w/3XNZMSbEtuB7ccxzqPcl+oB7ccz9X5EwugXpwv0Ws +lNUmgPPhfkvLleeVAfvjfmOTeBPwFJwP99vawIckWbA/nqf52O2QjwLjgXvu +uNBAeTDoB+65Hby1IhPgeLjnbPU19+mDenDPMfasDG0IIc9NH/jK6gPGB/fc +6WfajUr3kOfCLiX/5BZBnlsJHv8m5DcMPZcd5RhSHT8EPdfEK6mi1v4dem5E +4sHZME7kua8PBtnpvJDnPGL5DslNDELPyY/XGX+4gDz3Nfty7z1m5LnfWcde +Kr8ZgJ4TOzNb1eOIPFdtOr1x5QDyXGKP4AfnH/3Qcw/s94z1F/ZDz8kESd/1 +vok8t5oq0KVliTx3/qvDdZo08lw315W+/RzIcxajl9bogcdwzw3d3fLSkkiC +nnvysmW3zzsS9JyVlkL47ick6Dlim+/OpxHIc0TJLW/TLiLPcfcc9TU4gzwn +YPupyUUHeS6wvYVvRhZ5zrBod1imAPKcdNffk1XbkOecW5taWjf6oOeOneb+ +1zfXBz3XzprUepLSBz0nyKjndbmrD3pu8X1o2Y76Pui5bw8/ayqU9UHPhfkR +9/MW9kHPMQcFloU87YOee2bw+pF8Uh/0XFSYnv/lqD7ouTjzW3fOBfdBz0nO +M/UHXOqDnouTfyK5x70Pes441vha69k+6Dn72zyaG1Z90HOqGvvutBghz2Ut +MnSHaiPPPZY4afVADXlOPTmlQLmUDD0nUtrAqfqBDD03kZg2vv0M8lyG10rh +Jg3kOd3Rn2X+t5Hn9lXK/yY0kaHn/E4sr/X7I89Ne0+uHjuOPHfcb/SV7hcy +9Jx63dOa1RwyWs88vI3YfAx5zjc3f4/JGeS5vzJPVtjayChPS6dFYaHIc3/v +nSk9q4U8J3yboOP7iQw9x7H/rWx2ERl6riPj7fZRDHkuQvC4/Rz4PIh7ztuW +fyyilgw9N0fk5l5pJ0O/1baUTBSpI7+NcIlsTdRAfqNP7qlJBNvjfqup2J1n +EIn8Nv4n9OGcFvJbgy4z4VEVGfqtP09uIbGEjPKzzd/lLhGQ38ya+mVvJCG/ +FR5LvbUHeBz3W5owQTYZ9Av3Wj/7erHaMeS1XqWNwRu+yGtnDAt2UYGfca+d +/1d7e6GRDL2WLJi+m/slGXotm89n9B6oF/ea0p0rxHjwvMW99kRk0l9IHXnt +/R3leT055LUcdckHu8H2uNf+/H4orH0Xea3n6Y5DKtrIa8+C+S/uLSdDr13N +1vkyB+Yz7rUXwVEu5QTkNau5cZHOGOS1no2kwcoGMvSa7w8J63utZOgz1ZUm +xbBjyGdndGM2dbsin/G41D7lANvjPpM23ULtB/3GfVaj0LjWmEeGPuNrzjNL +qSZDnzV6Pf5gB64X99nDUaEcd9AffL2zb8LJfNyYDL12mNOYZwSMH+61Gb3f +bG9ryNBrFroaf8Mfk6HPpKzyfzuB+Yb77IhY4/HcZjL0WeyZUNka8Bpf7+R9 +ohvxs5gMvTZp6s+VAurDvTZn/O/0dzXktfF6r97Ph5DXShb0xAzA9rjXPBRl +r1RHI6/pPfgYZKeNvJb6cM9T5TIy9Bq/99AsD3iNe41pWxTTEAF5TW3Ae195 +FPLahan4/FtgPuJeU8IkAxfA8wT3GTu3WmjuMeSztvVW48OOyGemoYqX7oPx +g98PmOCaK/pMhj7r6LecmwbPI9xniZrdBfdBv3GfvR0dFZUF14v7LGWj5lMM +GD98/fNvd4z1GT0y9JpWhNt+DTAecP1zOW5VBswH3GvP/DiruR+Soc8Ez+/d +zwC2x30W6Pmg7wS4H3GfmRvKXPgBnrf4+mcKPYdtDHie4V4brghifATqw71W +IK3vQqeOvDbNI/9qEBwf95rMKl/tbjC/8PVOOquxkVlwf+BeO39dSyIYHA/3 +mqIk12IQ2B73WtuDmwffgePh65/xe+a8Y0C9uNek3APNo8D+uNc+2Kxblqsh +rynsdn+aAD5/4V5r+VwQ0liA8jdhz3Tplxcp0GsB6//YCVPIa6nzm5oM7FH+ +xljNe4w5H+Vvjx56PDZpQ/lb1/krs9qbh6DXwopeuRx3+A699kxAY5/HN5S/ +MeXdV3vo8A16TSJ+X37+P+Q1oRbnKcEclL8Ruat8/5kMQq9Z5HnyirEOor8/ +Y7vGnNeA8rcEh5ZPj6NR/tbyacRG5fQA9Jqgtds/cYkB6DWlJZ7EmU0D0Gux +sReGBweQ194FXdR9Uobyt8q0m3f/PUb5m+snoTXZmyh/S5R/zb/ZHeVvn3KW +1DMs+qHX9FjoFEiEfui1NDObTWeAF3GvFZhp/XU50A+9xlwQ4++/ox96reyo +E7mDqR967aDg28jb/5DXWg58r9m5gPK3suAG2sdJlL+5dp9Py6Cg/C1QLlW7 +awDlbzm5Snly3Sh/OzcWmfWsHeVv4v1d0+XNKH/zqhh5Mf0Z5W88Xf7qozUo +f4uNZfvyqxLlb7tGDRdufkD5W8KXnz8elqL8Tf/x8X2f3qL8Tdwkxt+pGOVv +fc3Rp/WKUP7WszQqrvaSBL3Wf55vKfwFCXotbt4ikJhPgl5LKFN3aQtB+VuO +XqieeAbK376aLtoVgM9ruNfke015nhWQ0O9nfHHofm1OgV5b9Zu7UfgC5W8F +//52J56kIK/xDXbuBPXgXvt0/veKQhrK36Yfiew3jkb5W6l81wsVcD7ca/Iz +dm3y4PMa7rXpIkmnf4Uof7vX3xrC4UiBXttwdb58ApwP99ptRdsMhziUv52k +ZeuXp6D8bYk08scbnA/3WrK75niVB8rfTvFkuWvlofztqX7waYNnKH97ax2R +JxuC8rfobTcObwbHw/2mfMRl47kkBfotszv19KlClL8d1p9SDnSjQL9pe7Lz +uoP6cb+J7q3HYiJR/uZzriyn9DHK32bO1k/fAefD/fbNRi7z3lkK9NvTA5Lc +Pfkof7MVHgtWzET5m6yPRMP8bZS/JVNWzPaD4+F+K33AWVhViPI2Wp52hBbo +37jpkun4zBJmv3Ks8dh9lL9pZv7zkrqM8rdtV8x4mHNQ/sa1ay/D1ecof3NM +5ThKBfMT91xK/1RFkQgFek6AMdD/1QuUvzVbDG/m96RAz9UezrxxBfQL91xu +xOkU/TCUv+m2cn3blI7yN8WLc4EPwPXB7xOsfX/81oYCPZfSJFdLKkD5W3ng +e+HudJS/afX+6JWMQvnbnNmvq5LgeLjn9lk+a/ldiPI2iYxa0lwCBdP7+u6l +c+8SJkWdbmZLQvnbS/86420+KH+bGX8XV/4M5W9rVc1Ba7kof+sVmTr8B/QL +99y8cHxzQyHK395sY1BJikZ5m+i72T3Zz1Helrl5OscuG+VtnxYJr43B/nfr +jw0YHV/C9l8khR7KQnkbawzxb3k+yts+YMMWQ+D8uN/mGEmfRQQp0G8Br/NK +NF+gvO3Y7anUMS8K9Nu1yANlIWC8cL/F8fs92hGK8ra0iN8CfE9R3nbN6K9u +Ougv7re85wqS760o0G8rFoJlei9Q3jZiYJUQ8wTlbQGOf+tr7qC8TXOukVMO +HA/323LYWCjdS5SvlV3O1ZcG8/lqLPc3gZYlTDRPbcY1GeVt164WVXt6obzt +Hz256XYuyts+GwlsO5SL8rYSKn/hOugX7rdSBe7xlEKUt63fEc96AOrD8zXT +I7bNGvkoX+t1c/I8mYXytT9LykUxYP/y209Z2JXA54FWP+V92ShfOycwbX8g +H+VrPvqODSPg/LjX+r/LzbGC/fH1Ussana+2BShfs2BK96UUonytqH//p9o8 +lK99vmOvOFGI8rTVi3IjDIUoT/vdxPRHtwDlaevKEWN94Py4z/Iyy2+m+BOh +z1gcclzbvxGhz6iUavEHXkTos+2y4sqrxA7os7G/PzZ/VO6APhtVmph9d/wr +9Fmzd9WBNKN26DNv+riQX+fboM/G3N60BeS1Qp95WxcLzbO3Qp95ruqfNgv6 +An029+faT2fmL9BnDy18Tq5ntUCfyf9suHzzeAv0mQe7Ud2u5WboMwe59I6Z +/GboswnauGiuWzP0mf1okzJBthn6TO5GDaP1WhP0GW/6Nc/Jjibos7a5+EOX +nzVBn3XcZJiaDmmCPktg67uobN8EffaL95bpN/Um6DOz1Rh9VcEm6DNs8o+f +/pYm6LP1iYibDnON0GcNBx2uzg40Qp9RLupzXq5vhD4jlW5N/lPcCH2G9T48 +yJXZCH12c/Cl+Zb4RugzH61LofKhjdBnYUpbglMuNUKflXi/oqt1aYQ+s1Pz +q8+zaYQ+uya8EXnKqBH6TNfBoSlasxH6LLCl8mqsciP0Gf/vmlQrqUbos903 +YiWsRBqhz/ZZLTzbx98IfRZ67dBsws5G6LOh9w2FjOyN0Gdt+v/2YoyN0GfP +7CQ7zqw1QJ893b/sNP2rAfrMsWcHvf5cA/TZ1MeaYsepBuizQecvX/hGGqDP +VL1eXo/vIqL1UYX97JNviNBn/cIvmTMEiNBnukufN8uPN0CfGb/5y3IUbI/7 +7Pord4bMViL02e+qH2fd9YjQZ0TnTxpNEw3QZx83zTnODhOhz4wbVZ3DE4jQ +ZzfWhcdyRhugz95nX0678YCI/j5tlsZ/oJcIfVbBkfBQ4wwR+mzlY93JpMkG +6LPWWKHmtUEi9Nmc5/su12wi9Fld5/euC2MN0GcGM6q/aPVE6LPWVHftTzVE +6DOOycdeTGQi9FjqqwqVYdBf3GOLSrLdwpFE6LGaA1wy/f1E6DH2n935IeeI +0GOaN+/3rYB6cY/tCApIcyQRocfYuwMET70gQo9l2uz9/BXUi3vshP/dxyOV +ROgxvgOk4N8NROgx6dZHW7xAvbi/rDYWxzVAf/E8bZeCQ/nXZ0ToMZ/0wv1v +iUToMeMLXl6BQ0ToL9vqzxp+bUTorZt7d1m3gvdxb/mHCAwGgX7g3vK6+qtZ +NIQIvaWp7GruBcYD91ZKi8bHbe5E6K2BFW5VKTB/cW9N670UEADjjXvLP/Oq +4uEiIvTWTsuPA5vA/MS9Vd7ZsFD/ngi91a2XYzvUTITespWl7zME/cB9ta+C +2e4S6AeenxHWsu+PpROht6TitottgPsF91YfazHX2e9E6KsT1x7J/Hd83FM3 +U2Y7boH5jXtKLuAm3SvQDzwvo9jVs6TEEaGvhsel+HeB8cZ9VWfTSrYYIMK8 +7N/t2o3UWiL0lUS1jrQlqB/Px+Z8OM5agvPh+ZjHH/3kwg4i9BWJykIdAfXi +vtp+N7HZENSD+0rsBlXb9xoR+opz001HYfD/Je6rTR+fF1tcIEJfJcXrLOqC +8cF91btPnPFnNxH66nYtve3WYiL0FVGhZJoPjA/uq0O/T+hufUeEvqrcF2eq +9YUIfSVctS4mAq4P91Te5V37Y8D4wN8zU83gP/6YiNYvQ7IFuXqI0FczEcNK +70H9uKf+TNzynW8kQj/FtxvyfQH9wv10qDcztQH0A8/D/KuLSryjiSgPo/7N +XgXjg3vq1MzB9+fA/YznYT4Hpx+cqCZCT31vbt/jBurH8y+Nmk3Rc+D+wPOv +3OArXnxfidBTTZxmmfbgfdxTp3koJudAPfjf+zO4J8sb9hFh/rW4q7zEGRwf +z792mhWVLoPxxT018C224zC4Pvz3ylR3DVySBfcbnn/dfv3urjzYH8+/ZiM+ +KRWA7XFfBYZTvf+b37ivZH2U9ORAPbivLh1iSJr73gF9xUYg9YyeQr467ZAV +cHG0A/rqS93Ud98zyFcMOxKFawq+Ql+tXTzEsONxO/QVaXd72J6SNuir16Eu +5952t0JfnSd+lRLnQr6S5bRK2HP9C/SVx7l6Pt7JFugrhZ8yR5P8W6Cv5Pop +z123I1+R1+jiNt42Q1+1Na0vM7khX2ERZ3I79iNf8ZvdPe9HaYK+yj7WK5/6 +sgn6imJf2c8XiHz1QSpn8oop8lWXUXuljSjyVVm0wP7LdMhXLbQHvKXDjdBX +zJad4RkfG6GvKG+eXn4L/IP7Slbiuc5SRCP0VWl23sydC8hXvHeVlI3Nka+a +wtZkHVSRrziUprWFhJCvTglT7wduRb7KcW7t2fu3Afpqhtlx2y7w/w/uq4RZ +H2PF7gboq/eCbtIFtQ3QV1q1x3j4ihugrzYufn468bQB+kpj8O+tyPgG6Cvu +G7I57LcaoK/qJy0a//o1QF8ZDD0RvOrSAH1FNhA7527dAH1leXnrFgmDBugr +m2eOJ3WONUBfHdpU2/FdpgH6apKpIaJUFPnq6rPgYHF+5CvVbbMO+7cjX2XW +XXY8wox8tSpzyzhotR76SkKl6tj8aeSrmnek2+xiyFfB9wJdFTI7oK/Ov+H8 +2bQJ+WpKuut2hgLylWpi+erQceSrKOH9KyWfOqCvgtlr+q8yIl9dZUlr03NC +vmpVu7CxhQX5qq7jo+v+jXroK81K5Zyg7chXYu/eOlw2Qb7qOry+/Ka7A/rK +opzNoGsz8hWBu590yhH5Kss0NOTSbuSr6G5660t0yFcRtgNfDhshX90g0Mye +KCJf3WERNhM6i3wlkhWyrW2tHvrqt1NhWPvfDugrtRqGuEAL5CvJNd37fOD5 +hPvKvuPVgVAm5KtNfgYLM/bIV6ZXX2B2B5CvlGjOk3s3IV/tvlI58kUT+epk +yRllL3XkqwqxJ5OijshX2c4SLAHr9dBXqWyckSYiyFdH+qTPj+kjX4lSg8Zd +nZCvLKw6+vZZIl/VquzrPm2LfFVX5hwkDPqB+0qak+exB60D+mrLp683662Q +r/YWsYXpUjqgrw4xNsmRmJCvDDlfuIvaIV85r65lqgkjX1UTDG0ubUK+kjyz +eU+yGvKVUi/HwzcE5KtTPN85ex2Rr/oY3hS0gH7gvqKfn6f7tgf5qn+taaLq +BPJVfKyKDIsT8tWyrgf/xZPIV62RD7b32iFfrURrfbgK+oH7yuYS6zlRJuSp +bvf3L8wckKe6lPLtTfWQp/arP/DAwPv49y2vHr8b+eMw8pXiK+rr607IV5qf +U9h0TyFf+YTvCi85jXxVrkY81QGeB7ivOgRa/pqC/w9xX/VKybEPWiNfHfvU +L2D7swP66sZDw0YGZuSrM1luVF5b5Ct29j0JoqLIV2G35vnSNyFftfk2asqp +IF/pS52hP6GJfHVaRVWDxwn5SmdX5OZlMD64r4xZVm+0cCNfCRh/a9hrjHzV +737xb7kj8tWlO/dPOJogXz2kpmXdske++lCtQMkC44P7ysbb3nQPHfKU90vn ++cKzyFO9McR32drIU9RW/d8fwPjg369sNKp1KBFHvlL0Odh1zQn56kbqgs4n +K+SrPSIeP2LOIF/Z2PueXwHjg/vqSGxuLQ+oN4AnjJ3YO4dV3Eu72Yghb62a +mzaGOyJvSYn5aWqA8+G/F8uY9SPqlDnylk+y6GaKA/IW7+Gqsvdnkbe0PeRE +PMD+D/04HYPt57EmNxOzFzbIW1a/Q01zQX24twZ4/LzU2Dqht5hu+vwudeiE +3gpy/v7t4zLKs6wyzydEgPmNe+uLR9DfPWkoz2rbyPlmQ0N5VsXnwir+cZRn +HQore6jyD+VZrnTJnp9V2qC3CtLZ3zU8RXmWT1L7o+htrdBbL7bWRculojxr +9ev632T5L9BbEU0xtpu6UJ7FYvo4VvBWC/TWTTJ5hV2+BXrrbaT2WP8syrN4 +YirUxkpRnnX76ecjiTeaobeuc5jMnj7ZDL3VmGieGi/cDL01eXm0xHUNectG +gruh/BvKs0aHZPbsrkJ51ift63trs1CedeK5/tP0aJRn6Uq57lC63AS9dak+ +qizeqQl6a+VM8vQd4D/cW1mK0iNthCboLdEonapXck3QW/bmccQl4EPcW3M3 +wxct+Jugt/xvZL74taMJeut1+VJH35Ym6K2A988uKdA3QW8tkFR8mlZQnnVi +tIEjfgnlWcNcukacsyjP8mU87P12EuVZE/tvyMqPojzL1rFyvIuM8qxXwXo9 +/76hPOtcyyGWT/0oz7qYoHAhoxflWQ4lCbybuhuhtxoeeeoVExuht+48Vsz2 ++9oIvaVQwUaf1NYIvVWevEv/w5dG6C39zCelR050Qm8xv3NJrFfvhN6Srxx6 +zppFxGzT9xXeoacjrFtESG4+9xXjTn5Zcix4EyEre7dP5oV2rMlOKTSRgYGQ +vz2PaJfSBn12UPGa2NPWRuizYrkD93qkOqHPypp3szpbdkKfuVrn1u9tA14g +jwVbmGxgSc5Eufe5X7Eh3ftPPvFtIjBVybOO54HPOw1bZUey6AmyH1yWihvb +oOeEKxryecD14p5j+Hf8V7JdJ/Qc8SRrI93eTug5dcloFwlQH+45yeg3SbfA ++7jnJCVE+1tsO6HnsqZFjnZQiJjemwrOy0vrWPuVmZvizV8xTQGGHRGTdIR9 +PPsUBBrbMe7A63dj/OgJn3WKmQ5T2qD/Mj5ds7EE9eH+O8Xs/SHLqhP6T+3O +tNhp0B/4e2odZabnQH24/9hvPj5QeKwT+o9veUxp0qAT+u9+8847k+D5hq9/ +OlAPmbGydkIPbq/44zwPxh/34Cx7mXDgrk7oQa1Q0S7Fs53o9ziaHOt+UImY +wh7R05sb1zGtqtu9+QNfsSUOtRPjHXQE73ziNaa+dszY8nWpw2l6wv2Wwa4D +M23Qj6LS/rH+4HpxPwpHZOl0n+yEfmw+ornZXLET+pGtsTc9FFwv7sdQ31Nm +a+B93I8/oi0+hZp2Qj8+u5gi/hbUi6+X/tm85XrJzk7oSdbHVY0c4Hi4H4td +xEg3bDqhH/2pdotxpzuhH53FPryo1+6E66Or7K9P5mp1Qk8e28Q6oO7YCT0p +qjWs0gP6iXuygNzz58e2TujJ6y9XRbjAeOCe3Dp25W/fHPC7yWCI0et1jPe4 +JiXw51fM6PapyQef6Qgl9Ld82YbbMQ/NL60GxvQE5Zrye8+X2tDvf8y7EG6D +fuL+jA0t6t9j0gn9Ga6z2LJXtRP6081dxjYeXD/uTwODqJZfsp3Qnz4VqgKs +5p3Qnw5GB5/U2nfC9dSE3fTTrrs7oUfP+dlt4wfHw/0ZduD0ecKZTujPvZFi +K+9OdUJ/5hQ06RhpdsL1051/9LW/6XZCj8o/040/AvqJe9TToVL3J+gn/D02 +lqTIvaAe3KNF+hQua4tO6E9FjV/LHqC/+Hppi7V5z13rTujPArkjHNLg/sW9 +STBbM+UC58O9eb7PUrURnA/35s1v7An3OTqhN/W7Wku9wPFxb9aXXdEwWiRi +45MK9+dz1jFnzgyHyfGv2PXqMSWfj3SE7ZnV0Tt+tmN/ykh9mB49QXOcPD77 +uw36ND9KY38MGD/cpycfT/IXGnVCn64FTIn8OtoJfXpgMqDmAeg37tOooE7D +SelO6FOpbZ/S1UA/cJ/OEj5xyoF+4eurvhO1G6V8ndCrrH2ZykLgeLhPBYs8 +QthBf3Cf0ueYBLwF/cN9GqznnxJK6ITrqausHb/P63dCr0YVr9zfCfqJe/Ux +jcNiCvQTz/9Wnp6+VAzqwb2qcYQWxA/mG+7Trw3mBG7QX3z9lMwY2hIN5g/u +UyPOb5rnwfzCPeq/quIgDc6He/RMh6lyOzgfvn76PT/W/yV4HuD+nOoRytIA +r3F//g6kSRSA+x/P+7q/NKb/dz/j66fyLnOageD/C9yfM3KvbItBfbg/H2Wb +G0yBfuF5X4aBWRsNvI/7c+skDasB9fwfHTkr8g== + + "], {{{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, { + EdgeForm[], + Directive[ + RGBColor[0.368417, 0.506779, 0.709798], + Opacity[0.2]], + GraphicsGroup[{ + Polygon[CompressedData[" +1:eJwl0GO4FnYcx+Fzci1zWatlLNva0rJdy7WWbZvLOtnWOZ3s2rLdqmVb93X1 +4n4+39//1fM8KZt0qNI+TEBAQCBZfczVOPpO7/GTHZkrdjINyws7vUbnrJ1I +v+oTfrajcttOqRHIzmt3Ro3JSTuBftIs+lDT6g/k4IY7hYYnG6/cGTQGubjo +TqKBgd+/8zN3Oo1GTv5zp9KI/MIbdyaNxTw7rr7X+6Sxo3DVTq7heGmfI3Hg +9z/mqdzhFD+6P+sjbnKJ+cTz/kH/5xrnOc0CFhLEIhazhKUsYzkrWMkqVrOG +taxjPRvYyCY2s4WtbGM7OwgmhJ2Esovd7GEv+9jPAQ5yiMMc4SjHOM4J/iG+ +3/NRH3CdC5whofcv+phbXCaptzA8t++S2o7EWzuzxiY3/7pb6nFWsJ8JLCSE +foxiNlv4i54M5W/W05aOdGMQU1jDH7SgOc1oShMa04iGNKA+9ahLHWpTi5rU +oDrVqEoVfqcylahIBcrzG79SjrKUoTSlKEkJilOMohShMIUoSAHy04YOdGUg +k1lNPvoykllsphM9GMI01tGaccxnB71ZzC6GM4ONtGcpexjNIeawlS4cIYid +DOAAk1hFXo6xnH2M5zALCKYPR1nCbkZwkJls4k+WsZcxzGUb3VlEKIOZylpa +MZZ5bKcXw5jOBtrRmf5MZCV5+AbEv6Oe + + "]]}]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, { + EdgeForm[], + Directive[ + RGBColor[0.880722, 0.611041, 0.142051], + Opacity[0.2]], + GraphicsGroup[{ + Polygon[CompressedData[" +1:eJwV0FWUFgQQBtCf7k4FaZAGFaSku5VWGkSQWrqbXWqD3WXpDukGpTsUxQAF +AaW7u/PycOc78zDnzPmytwtq0D12IBCIRVGji+Us+9nAPY6xlBv8yU4ec4r5 +XOE3tvKQE6zhNkfZw1P+ZzYX+YWXbOIB/7KSWxzhNbt5wn/vH4wTCPwgr/E7 +r9jOI07ylnXc4W/esJdnnCaW+67yHAd4wUbuc5xl3OQvdrGAqxxmG2uZwyUO +sZlVLKYb5znIjyxnIXN5X24QPehJL3rTh770oz8DGMggBjOEoQxjOCMYyShG +E0wIYxjLOMYzgVDCCCeCiUQSRTSTiGEyU5jKNKYzg5lc4Gd+YgWLmMdlfmUL +q1nCdf5gB+u5yz/s4zlniK3/WbKYnEF/omhJEOOpTVO+ZzTlqUYDvmUYJfmC +ytSnLYP5jE/5hKIUoTCFKEgB8pOPvHxMHnKTi5zkIDvZyEoWPiIzmfiQD8hI +BtKTjrSkITWpSEkKkpOMpCQhMYlISALiU4IyVKIebRhEPGrRhE6MohxV+Yr2 +DOVzmtONsdSgF2E0YhLfMYLSTKMPETRjMp0JpiJT6cEE6hJNawYSl+n0I5IW +TKE746hJb8JpTAwdGUlZ+jKRr+lCCFXoSShf0o4hFOcbujKG6jSkA8MpRQXq +0IoBxOEdcx2c2g== + + "]]}]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, { + EdgeForm[], + Directive[ + RGBColor[0.560181, 0.691569, 0.194885], + Opacity[0.2]], + GraphicsGroup[{ + Polygon[CompressedData[" +1:eJwV02ecDwQYB/D/XXcVEQotxclIpMHV7XOLO+M2t/e+6k5DkaQ0zchoKBUa +aCujQstoWqUolKKBhlIqydeL7/N78bx4ns/z+Txhlc3ZTcGBQCCIcCUiJBB4 +gQe4nbdYyChW8hiTaeI1HuZe3uUZbuVNnmAa61lCI68wh7t4h6cZwxs8zkdM +ZR2L2cT1LGcuHzKR93iWjdzGaubzMdPZwHNsJpIXmckH3MHbPMUn3MTrzGMK +a1lEM8t4hPsYxyqe5H6uZikPcje3cANRvMQsJnAzI7mGaGKIJY54BpBAIkkk +k8JABpFKGoMZwlCGkU4GmWSRTQ65DGcEeeRTQCFFFFNCKWWUU0ElVVRTQy11 +1PMys7mT0VzHtbzKQ9zDWG5kBY8yifGsYQEzeJ/n2UIDIaHuQhrV9CWBYs6j +J1EMpw0d6Uo4mZxKK86kM1cwjJMIJogA/5t1jP84yr/8w98c4S/+5DB/8DuH ++I1f+YWfOcgB9vMTP/ID37OPvXzHt+zhG75mN7vYyVd8yQ628wWfs41T7Hoa +Z3ABlzOUz/TOlT2IJJfTuZhY8ulAGP3J4GQGUUkf4inkbJIpoxu1XEU2LWlk +IBVcRB3RjKAdDSRSwvnUcBlD+PTEX8hUqriEegZQxDmkUE53IsihNb2IIY/2 +JFFKF/qRTii9iaOAs7iQK8miBW3pxKUMZqudjgO7lpen + + "]]}]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, { + EdgeForm[], + Directive[ + RGBColor[0.922526, 0.385626, 0.209179], + Opacity[0.2]], + GraphicsGroup[{ + Polygon[CompressedData[" +1:eJwV0lWYVWUUgOFDD92dQ8wM3R1DoyAhjaQgXdICCijdoaQ00l3SrQLS3SXd +ISkKvufi3etbe9/s53/+0JZda3eJGggEohDpES1mINCbJlRjOJ0py/e0pT6j +6UZxvqMVE6nNSLpShSF04CcaMZYeTKMw/WjBBGoygi5MpiKDac+PNGQM3ZlK +aQbSmknUZRRfM4VPGUpHvmAcPYlOH5ryGeX4gXY0oAQD+Io6fEIR+vMltahE +GWLwDc2oTnlKUpSYxCKE2MQhLvGITwISkojEJCEpyUhOClKSitSkIS3pSE8G +MpKJUDKThaxkI4xwIshODnKSi9zkIS/5yE8BCtKX5tSgAqUoxre05HMqE8kg +2lCPqgyjE40ZTy+mU4hDwbOO5f8pRoDk5Oehb/8Ez0Pn5LK+w6vgudnDOKkv +cJMXwbP1Lgt/6oMcYD9/8Du/sY+97GE3u9jJDrazja1sYTOb+JWNbGA961jL +GlazipWsYDnLWMoSFrOIhfzCAuZzgvP8xfPg3fDfmZmnj3OOGzwjhvehzNXH +OMt1nhLd+0zM0bOZxVHOcI0nRPM9IzP1A96RwJ6DS/o2L4ltz8YR/YGkOi/3 +9Bvi6QhO69RmYd7rRGYururSZgoK8Nhe3IxKBn62lzXTUpSPwbtkJiMf9+1l +zFQU4q29hBmf7FwM3jEzDUX4117STExubtlTmgX5W4eYWTms/yOJzsNd/Zq4 +OpxT+gqPiGJPzwz9P+vpkZA= + "]]}]}, {}, {}, {}}, {{}, {}, {}, + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]], + + Line[{1, 122, 93, 74, 141, 112, 62, 134, 105, 86, 55, 129, 100, 81, + 144, 115, 69, 137, 108, 89, 148, 119, 51, 126, 97, 78, 143, 114, + 66, 136, 107, 153, 88, 147, 118, 156, 59, 131, 102, 152, 83, 145, + 116, 155, 71, 139, 110, 154, 91, 149, 120, 157, 2, 123, 94, 151, + 75, 142, 113, 63, 135, 106, 87, 146, 117, 56, 130, 101, 82, 70, + 138, 109, 90, 52, 127, 98, 79, 67, 60, 132, 103, 84, 72, 3, 124, + 95, 76, 64, 57, 53, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, + 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, + 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, + 49, 125, 96, 77, 65, 58, 54, 128, 99, 80, 68, 61, 133, 104, 85, + 73, 140, 111, 92, 150, 121, 158, 50}]}, + "Charting`Private`Tag$476325#1"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798], + Dashing[{Small, Small}]], + Line[CompressedData[" +1:eJwV0Odej3Ecx+F/hUKRUiFpkFJpCAfiEDoATqdnbQ0rTVFpDy1SJCESDYVS +ipKrB9fr/fn+nt13csGtGzeDAoFAIUVEO7b0Kxfsw8zY5zSENfuSHmPSPqN7 +ukqaHc6cnayHyGPDnamRvLDjdEezdVkv6lHymXUn6UFy+eXO0ONc4437rAaR +ww93ukZwlXl3ioZyhU13lp6g2D6p27pAqn2Ed3aiHmDdfkX8/k/hu3xmnFPu +Xf3GR6YpIcb7H13kPa95SSlllFPBbSqpopoa7nCXe9znAbU8pI56GmikiWYe +0cJjntBKG+08pYNOuuimh1766GeAQZ4xxDAjjDJGrO/5q0t8YIoJTnv/pyt8 +4i0J3oL5aX/hvB3Gb/uyRnGd5+7/XCdWvw== + "]]}, + "Charting`Private`Tag$476325#2"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798], + Dashing[{Small, Small}]], + Line[CompressedData[" +1:eJwVz+daDQAAgOHTpXQV7WhpGUkaRuMoI3RKGtpm2gsnoyEKpVAos6VCuidv +P97n+f5+kcFQblVEIBAIEyXeMkwH17nKEo/ppJmvTNLPJd7ziDusMk0jX5ig +j03eUMMnnrJDF+u8YpdWvjPFHwb5xSz/iGaeEba5yU9e8pc6VhjnN71s8Jr9 +0Y884T5rzNDCN54zQCUfCHOXG1zjM8/opo0YFnjALeoJcZlY4ogngUQOcJAk +kkkhlTQOkU4GmWSRzWGOcJRj5HCcXE6Qx0nyKaCQIk5xmjOcpZgSSikjyDnK +qeA8F3jHQ27TQDVXWGSUezRRyzJj9NDOD14wxBZz7HGR/3uDT5A= + "]]}, + "Charting`Private`Tag$476325#3"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]], + Line[CompressedData[" +1:eJwNzmdXzgEYBvD/U6IkobQUPWaFJkKRUcooPDSM1tP2Ip/IV7KioaxECGlq +WL8Xv3Pd51zn3OcKRx9GBkNBEDziseNSTBAUkE4iEU6wjw3UU8Ju7lHFDho5 +xUECrlDILu5ylmRuc5IeDtDOReK5Thld5NLKefpJpZkKesmjg2oGeGJ7rTxM +lAzucIY+tnCLcrrZTxsXiKOBUvZwn3Ok0MRpDhHiKkVks40EbnCMMDt5akud +PEImSWwkhme65wzxgpcMM8IoY7xinAle84a3vOM9k3xgio98YprPfOErM3zj +Oz+Y5SdzzLPAIkss84sVVlljnd/84S+XbT9KFlvZRCzXKCaH7WzmJsfZSxot +VJJPJzU84J+//wHlfEaF + "]]}, "Charting`Private`Tag$476325#4"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051], + Dashing[{Small, Small}]], + Line[CompressedData[" +1:eJwN0NdeiAEAxuGvXIlb6hKcoiEUpaJBSlFUJGnSQDulpSFFNmmoFKFUWqJS +noPn9z96T96DhyLCwkOCICjgcGgQTNNPI794z10WeEkXm4xTwjzPaGedjzxg +iTc8ZotJipjjKTu0ssYotfzkNf/o4TcTBAeCoEK/M8IuHWwwxj71LPOWPXr5 +wydC7I/oDANs08QqH6hikVd0U8o3nvOIOm7xhSEeco9KjvKZJzRTTRnFhBNB +JFEcI5rjnOAkMcRyitPEEc8ZEkgkibOcI5kUUknjPBdI5yIZZHKJLLK5zBVy +yOUq18gjnwKuc4NCZhmkhRrKuc1XhmnjPnf4wQs6aWCFd/TxlylC/X9T/wMz +9mzb + "]]}, "Charting`Private`Tag$476325#5"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051], + Dashing[{Small, Small}]], + Line[CompressedData[" +1:eJwNwwc3kAEAAMDPo9AwUkTLTJGVrZJRFEXJDGUUocwUFbJpoIl+bXfvXcrA +RMt4SBAEB4aGBsGcz3xgleUu+dIn1rvha59a7CcHfORXp7zjumN2ueust1x2 +2N+2+d0Z77vluH/tcc93HhrmvM/96UO/OOm+1a456h873fGtB1b42SF/2eo3 +p73npm/stsQFB33sXStd8ZXtNnjED/bZZI03LPWo4UYY6TGPe8KTRhltjLGe +Ms7TnjHeBM+aaJLnPO8FL3rJZFNMNc10M7xsple8apbZXjPHXPPMt8DrFvrR +fput9aZlLvrCFuu87aojdtjothP2+sP3/rPI/7koMrA= + "]]}, + "Charting`Private`Tag$476325#6"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], + Line[CompressedData[" +1:eJwNz+dez2Ecx+HfX0XDSLtEipIiiTgPh+AAckBNu43SkEqhogghLYWUlVGi +UuF6cL3en+/97M48e+5MSSgIgnJKw4IgPjwIVvQ9Y2S4w/hhPyPN/qtfyLW3 +M2Nn6VZ+2o9Jttf1I4fsGKbsTI1gyT6isby00zWgkK/uPN3JSd66D2okRfxy +H9XdnKLMnaCrekznNEejOcG4e7+Gc5xFd77uopgR9x79pwsctnfwxj6g21i2 +h0mxN/QTrxllr7cQ3+x3lJPoXtN5JnjOEyqopIrzXOAil7jMFa5STQ211FFP +A41c4zo3aKKZm7TQShvt3KKD23TSRTd36KGXu9zjPn30M8ADHjLIEEn+80c/ +MMkLnpLqfVM/M80r9nnbwnd7lmw7it92gcZxmkfu/yR0W0U= + "]]}, + "Charting`Private`Tag$476325#7"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885], + Dashing[{Small, Small}]], + Line[CompressedData[" +1:eJwNw4c2lQEAAOC/c7yItwhpoZSiboiEXC3FvVKZLdlKmYnbUCQtmkIh2qTh +ifq+c774cDQU2RAEQcyNcUEwaa9X/OSY5531rteM+M4h2/zsYy/40RFv+N1n +nvK1t2x22XHr/OB9f9nlN5/61yrfG3PVDr844R8vueBD1+z2h8/9Z4JT9rli +o0s+8rfVznnP6371iVGnHbbdi877wJue9o2DtljvWRN9ab9XrbHScpPcZLKb +3eJWt7ndFFNNc4c7TXeXu81wj3vNNMt97jfkAbPNMdeD5pnvIQs8bKFFFnvE +EsOWetRjHveEJ33lgE3WesYK33rbVhs854x37PSyi47a409fuG6Z/wEtq1VC + + "]]}, "Charting`Private`Tag$476325#8"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885], + Dashing[{Small, Small}]], + Line[CompressedData[" +1:eJwNzldbDnAAxuF/9NpKESVRISpEkqKhtEjhbcvIa6tL36evVSmijNKQGVqk +++C+noPn5JcV64++iAshDDAYH8LVSAgFHGAXW7lJMYfZRxcV5BOhmbNkcpfL +7KGDMnLZSQslHKWHWtLo5hJPOckDGuhlSFOjPc0jMrhDNc9Iop2LPOE496nj +OduIcp7HHOEeNaRyi0pOEKOeTVyniCxS6KScPBJopZQc9jOs85o9w0GS2c5m +XvpGGOUVrxnjDW8ZZ4J3vOcDH5lkik9MM8Msc3xmni985Rvf+cFPFvjFb/6w +yBLLrLDKX/6xxn+C1jg2sJEmCjnEbnawhRucI5u9JNLGBY6Rzm2qOMVDrtBH +POss5UUW + "]]}, "Charting`Private`Tag$476325#9"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.922526, 0.385626, 0.209179]], + Line[CompressedData[" +1:eJwN0Fc7lwEAxuGX6+J7+Eo+gnN/UqJoSGVFw0hIS0ZWVlY7yixbMkoZFclI +Q0P3wX39jp6TJyomLjoUFgRBEbERQfCO57SxxTR3WGOUx9xilWHu8403NLHB +BM/4wTzXWGKAPTrZYYZ/NPCFcf7wlO/MEUQGQZV+4hW/ecgus+zTwlcm+UsP +P1kgzD6ki7zgHtu8ppZ1xnhCBR95yQOauc4yg3TRSDVxvKePduq4zQ3iOUAC +BzlEIodJIpkjHCWFVI5xnBOcJI1TpHOaM5wlg0yyyCaHc+SSx3kucJFL5FNA +IUVcppgrlFBKGVf5QD8d1FPJTVYYopu71PCZER7RyiZT9PKLt4T7vlz/AxKR +bcA= + "]]}, "Charting`Private`Tag$476325#10"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.922526, 0.385626, 0.209179], + Dashing[{Small, Small}]], + Line[CompressedData[" +1:eJwNwwkzlQEAAMDPhCSlhFDOUgkJUaKUclSUkFvq5QxPKCkpoRJJkvBv7c5s +dmiyJRwRBMGuh6KDYNZeH/nDCe/41WHbXXfKChd85ZYt/nTSeld87T+73HDG +Pcv86Av/+MRVw+5432VH3bbTX0676y2/OOhf21zzjf994DfH7Pa3b430vX02 +etclR+zwpp8dsNUGy533pc3Wetso53xukzVWet1oDxvjEWM9apzHPG68Jzxp +gqdMNMlkT5tiqmme8azpZphpltnmeM7z5nrBi14yz8vmW2ChVyzyqsWWWOoH ++33sPau84SdDPrXOahcd8pkP/e64PW76zn2veQBufDPX + "]]}, + "Charting`Private`Tag$476325#11"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.922526, 0.385626, 0.209179], + Dashing[{Small, Small}]], + Line[CompressedData[" +1:eJwNzudeiHEcxuGnoWE0kJFQ2YqMFKE4BYfgAOp8rGwts4HSRCkNFaJCWYlo +kCLkenF9ft/7/7x5Uo4XHMsPCYKgiBMRQbA2MghCGNOv6GWLvYifeoSdeil/ +dTsbdRTf9V53Je/1Djeeg/yxs9xE8ui3t7lLyGHWznRXkcuovctdziHm7Wx3 +DUc4aa9zQznAV3uPu4LDvLbT3Tjm9D53NU/1VncxM/oTGXoZ/3QHm3Q0P/QH +Bthux/BLf+YU6+0wvuk3PKOT05yhkGTfwxnXQzyni7OkeF/AhB6mjyecI9V7 +BJP6LS/o5jwXuMglLnOFIoopoZQyrnKN69zgJrcop4JKqrjNHe5STQ33qKWO +ehpopIn7POAhzbTwiFba2OC/I5nS73hJD5u9LWRaf2SQNDuW3/oLu3UCAftJ +4iiPffsPpm9gag== + "]]}, + "Charting`Private`Tag$476325#12"]}}], {}}, { + DisplayFunction -> Identity, Ticks -> {Automatic, Automatic}, + AxesOrigin -> {Automatic, Automatic}, FrameTicks -> {{Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}, {Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}}, + GridLines -> { + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& , + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& }, + DisplayFunction -> Identity, PlotRangePadding -> {{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.05], + Scaled[0.05]}}, PlotRangeClipping -> True, ImagePadding -> All, + DisplayFunction -> Identity, AspectRatio -> GoldenRatio^(-1), + Axes -> {False, False}, AxesLabel -> {None, None}, + AxesOrigin -> {1.0000001836734693`, 0.1717677481978085}, + DisplayFunction :> Identity, Epilog -> { + Point[CompressedData[" +1:eJxTTMoPSmViYGAQBWIQfamJEUh+sOd4aaIWk/XZvllPF8w/9JlVvKfks70/ +w9////9/tmeRKanj2/7ZniM+Fij/w77w8o0GM6D85qKDlvf9/9p/5LGdz9H7 +yT5QM018XTuTg3RWdfVFnk/23x69Aepndjh6PuV8VPVH+x1qQUox/CwO5gmX +bsVc+mhfqM0LNI/DYbJf4caO5I/2ye8lmUH8k4x3fV4EfrQ/pswJlOdxWLae +Z8PqtR/sZbbN2fP/P79D7eHmmt0TPtifM/v3H8TX+3B+Yl7iB3sPLRmgehGH +mDrFTFmBD/aSPoeB8qIOyVMXR7hyfLBfOG39j2//xR3s9dKknxe9t+93lwRa +IOFQu3Sfzz/b9/bmk0HhIeNgPiN3m1HjO/vYO32HvnYoOFx0s/S/1/fO3qhT +Eiiv5PBxz82gl6rv7ON8tgDNV3ZYtphnXdynt/YAYmWXPw== + "]], + Point[CompressedData[" +1:eJxTTMoPSmViYGAQBWIQfamJEUh+sNf45KCRNPm1fbOeLpjP5POa997R1/b+ +DH//////2Z754b/1Wqlv7DniY4HyP+xDO86si/jw2n5z0UHL+/5/7eUNn+oG +S7yyD9RME1/XzuRQOevrrPW+L+2/PXoD1M/swLbT75K6yQv7HWpBSjH8LA7O +0ZkLL9x9YV+ozQs0j8Oh923HkZdWL+yT30syg/g+Z0PmsAm8sD+mzAmU53H4 +cGP5Kd9nz+xlts3Z8/8/v8PDdT5HSh48sz9n9u8/iL9kzvxbllXP7D20ZIDq +RRz8rVUmKhg8s5f0OQyUF3X4cGbDRXWbZ/YLp63/8e2/uENZxptZnYuf2ve7 +SwItkHBo3vP0Sn3+U3vzyaDwkHFwTdRj//7giX3snb5DXzsUHI7K7ihzknxq +b9QpCZRXcnh38cepyDNP7ON8tgDNV3aoShVZyLjhiT0ArjibhA== + "]], + Point[CompressedData[" +1:eJxTTMoPSmViYGAQBWIQfamJEUh+sI/a0VPjXfnAvllPF8x/IvtQKXjnA3t/ +hr//////bF+WnffV3/uhPUd8LFD+h31Py7zqAoaH9puLDlre9/9rX1LFfzT9 +wT37QM008XXtTA4X1zgEzNh31/7bozdA/cwO0lLV7eE2d+x3qAUpxfCzOFy/ +r3GghOGufaE2L9A8Doe9pxQCeIDyye8lmUH8CacjDHe+uW1/TJkTKM/jcPzO +HWdfu1v2Mtvm7Pn/n99B6Yt9Y1TILftzZv/+g/g9G4PvzVhx095DSwaoXsSB +4cN0nWPzb9pL+hwGyos6uOz29m1be9N+4bT1P779F3eIbfGs/7/shn2/uyTQ +AgkHw6r/K6703LA3nwwKDxkHmz+RbF0fr9vH3uk79LVDweEw36u7ucE37I06 +JYHySg7LRNIO5d2/bh/nswVovrJD7IElR0RfXrcHAGy0mN0= + "]], + Point[{{1.0000000000219882`, 0.2739059785361402}, {1.00000000065748, + 0.2704964547010709}, {1.2499999999563618`, 0.27833849043335057`}, { + 1.50000000135873, 0.2730329541045581}, {1.8319999939041451`, + 0.24296255555650245`}, {2.316250021748751, 0.23050918734078213`}, { + 2.499999999443726, 0.21801783835787533`}, {2.507499950534875, + 0.22472393791761403`}, {3.0000000003832885`, + 0.21882181677332177`}, {3.0000000231065527`, + 0.21413645453599908`}, {3.5000000002660014`, + 0.20307133563373797`}, {3.9999994979214204`, 0.1997608078205045}, { + 3.999999999948023, 0.1944068891299401}, {5.000000001639428, + 0.19229816838417266`}, {5.499999996466635, 0.19314253045859917`}, { + 5.9999655587359095`, 0.1817292039636228}, {6.000000135581913, + 0.1858419426276194}, {7.00000000009168, 0.17876337967646738`}, { + 8.267499999941885, 0.18306947197745788`}, {9.000000002972772, + 0.17860783472365405`}, {9.999999991187163, 0.1764280030668187}, { + 7, 0.185}}]}, Frame -> {{True, True}, {True, True}}, + FrameLabel -> {{"\!\(\*SubscriptBox[\(A\), \(R\)]\)", None}, { + "q", None}}, FrameStyle -> Directive[ + GrayLevel[0], Bold, 20], + FrameTicks -> {{Automatic, Automatic}, {Automatic, Automatic}}, + GridLines -> {Full, Full}, GridLinesStyle -> Directive[ + GrayLevel[0.5, 0.4]], ImageSize -> Large, LabelStyle -> Directive[ + GrayLevel[0], Bold, 18], + Method -> { + "DefaultBoundaryStyle" -> Automatic, + "DefaultGraphicsInteraction" -> { + "Version" -> 1.2, "TrackMousePosition" -> {True, False}, + "Effects" -> { + "Highlight" -> {"ratio" -> 2}, "HighlightPoint" -> {"ratio" -> 2}, + "Droplines" -> { + "freeformCursorMode" -> True, + "placement" -> {"x" -> "All", "y" -> "None"}}}}, + "DefaultMeshStyle" -> AbsolutePointSize[6], "ScalingFunctions" -> + None, "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}, "AxesInFront" -> True}, + PlotRange -> {All, All}, PlotRangeClipping -> True, + PlotRangePadding -> {{Automatic, Automatic}, {Automatic, Automatic}}, + Ticks -> {Automatic, Automatic}}], + Placed[ + Unevaluated[ + LineLegend[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798], + Dashing[{Small, Small}]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798], + Dashing[{Small, Small}]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051], + Dashing[{Small, Small}]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051], + Dashing[{Small, Small}]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885], + Dashing[{Small, Small}]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885], + Dashing[{Small, Small}]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.922526, 0.385626, 0.209179]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.922526, 0.385626, 0.209179], + Dashing[{Small, Small}]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.922526, 0.385626, 0.209179], + Dashing[{Small, Small}]]}, { + "\!\(\*SubsuperscriptBox[\(A\), \(R, 221\), \((0 M)\)]\)", None, None, + "\!\(\*SubsuperscriptBox[\(A\), \(R, 221\), \((5 M)\)]\)", None, + None, "\!\(\*SubsuperscriptBox[\(A\), \(R, 221\), \((10 M)\)]\)", + None, None, + "\!\(\*SubsuperscriptBox[\(A\), \(R, 221\), \((15 M)\)]\)"}, + LegendMarkers -> None, LabelStyle -> Directive[ + GrayLevel[0], Bold, 18], LegendLayout -> {"Column", 4}]], {0.52, + 1.00000001}, Identity]]& ], + AutoDelete->True, + Editable->True, + SelectWithContents->False, + Selectable->True]], "Output", + CellChangeTimes->{{3.796356190259666*^9, 3.7963561926290407`*^9}, { + 3.796356236275827*^9, 3.796356284067533*^9}, 3.79635858265408*^9, { + 3.7963646131922903`*^9, 3.796364629268627*^9}, 3.796364877681136*^9, + 3.79636535246124*^9, 3.79636627942761*^9, {3.796368204388143*^9, + 3.796368229544756*^9}, {3.796369312888283*^9, 3.796369386857367*^9}, + 3.796541630235998*^9, 3.796541812370311*^9, 3.796541884882616*^9, + 3.797141579349658*^9, 3.797141623018752*^9, {3.797155269122676*^9, + 3.7971553670324373`*^9}, 3.799979909715006*^9, 3.799985590706571*^9, + 3.799985887257011*^9, {3.799986737366871*^9, 3.799986742484126*^9}}, + CellLabel-> + "Out[978]=",ExpressionUUID->"bbbf7627-9081-4f84-b4a2-2de78e751b5a"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"Export", "[", + RowBox[{ + RowBox[{"ExportDir", "<>", "\"\<2toneAr_starttime.pdf\>\""}], ",", "pl"}], + "]"}]], "Input", + CellChangeTimes->{{3.794725716340115*^9, 3.794725735561653*^9}, { + 3.7999799767898684`*^9, 3.7999799841362257`*^9}}, + CellLabel-> + "In[491]:=",ExpressionUUID->"b39206b7-4804-4f6d-8813-888c7c12453c"], + +Cell[BoxData["\<\"/Users/xisco/git/rdstackingproject/plots/2toneAr_starttime.\ +pdf\"\>"], "Output", + CellChangeTimes->{ + 3.794725736573032*^9, 3.794725788738686*^9, 3.794740165048003*^9, + 3.794740462718883*^9, 3.796095368968482*^9, 3.7963536692110567`*^9, + 3.796356194945738*^9, 3.796356239818959*^9, 3.796356286949635*^9, + 3.796364882210538*^9, 3.796369389565127*^9, 3.797141626038591*^9, { + 3.797155352417851*^9, 3.797155369225711*^9}, {3.799979979290927*^9, + 3.7999799850614347`*^9}, 3.7999855923801727`*^9}, + CellLabel-> + "Out[491]=",ExpressionUUID->"70034bf6-b7f5-46ba-9401-2f3cf6f903c8"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"\[Tau]s220", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{ + RowBox[{"\[Omega]lmn", "[", + RowBox[{"2", ",", "2", ",", "0", ",", + RowBox[{"i", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"i", "+", "1"}], ")"}], "^", "2"}]}], ",", "0", ",", "0", + ",", + RowBox[{"\"\<ModesData\>\"", "->", + RowBox[{"Modedata", "[", + RowBox[{"[", + RowBox[{"1", ",", "1"}], "]"}], "]"}]}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "notdir"}]}], "]"}], "[", + RowBox[{"[", "2", "]"}], "]"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"i", ",", "q"}], "}"}]}], "]"}]}]], "Input", + CellChangeTimes->{{3.794740771124654*^9, 3.794740773320465*^9}, { + 3.796351525413734*^9, 3.7963515259315147`*^9}, {3.799980007504757*^9, + 3.799980017362505*^9}, {3.799986750384797*^9, 3.799986750582184*^9}}, + CellLabel-> + "In[981]:=",ExpressionUUID->"10df7f37-854e-41a4-8167-c7ab5fcc8abe"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"1.0000000000219882`", ",", "11.705708429094248`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.00000000065748`", ",", "11.705708429094248`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.2499999999563618`", ",", "11.68595939908131`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.50000000135873`", ",", "11.644161484639591`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.8319999939041451`", ",", "11.583010876575191`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.000000008168811`", ",", "11.553723601071642`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.316250021748751`", ",", "11.505986374058672`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.499999999443726`", ",", "11.481879522944965`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.507499950534875`", ",", "11.481040638271772`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.0000000003832885`", ",", "11.429944551034275`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.0000000231065527`", ",", "11.429944553216988`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.5000000002660014`", ",", "11.392488561527617`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.9999994979214204`", ",", "11.365277725151671`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.999999999948023`", ",", "11.36527775640857`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.000000001639428`", ",", "11.329331709600144`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.499999996466635`", ",", "11.317159058553056`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.9999655587359095`", ",", "11.307573476315104`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"6.000000135581913`", ",", "11.307574515006706`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"7.00000000009168`", ",", "11.293611489044597`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"8.267499999941885`", ",", "11.28200431990269`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.000000002972772`", ",", "11.27716904435945`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.999999991187163`", ",", "11.272023317084908`"}], "}"}]}], + "}"}]], "Output", + CellChangeTimes->{ + 3.794740777688059*^9, 3.794801053389469*^9, 3.796093810866493*^9, + 3.796095468331243*^9, 3.796095514619238*^9, 3.796351530080126*^9, + 3.796351591909946*^9, 3.796353336254849*^9, 3.796353448494619*^9, + 3.796355118611046*^9, 3.796355924241249*^9, 3.796358593180113*^9, + 3.796364660399314*^9, 3.7963648886525927`*^9, 3.7963653800973253`*^9, + 3.796366299695881*^9, 3.796368243414363*^9, 3.7965409976590147`*^9, + 3.796989579447874*^9, 3.796989818272702*^9, 3.7971418063455067`*^9, + 3.797155375071735*^9, 3.7999799918797703`*^9, 3.799980028905291*^9, + 3.799985593704941*^9, 3.7999858911192017`*^9, {3.799986746241802*^9, + 3.799986751563011*^9}}, + CellLabel-> + "Out[981]=",ExpressionUUID->"e978d45a-e864-469e-bd2c-e0c25b6711d2"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"\[Tau]s221", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{ + RowBox[{"\[Omega]lmn", "[", + RowBox[{"2", ",", "2", ",", "1", ",", + RowBox[{"i", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"i", "+", "1"}], ")"}], "^", "2"}]}], ",", "0", ",", "0", + ",", + RowBox[{"\"\<ModesData\>\"", "->", + RowBox[{"Modedata", "[", + RowBox[{"[", + RowBox[{"1", ",", "2"}], "]"}], "]"}]}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "notdir"}]}], "]"}], "[", + RowBox[{"[", "2", "]"}], "]"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"i", ",", "q"}], "}"}]}], "]"}]}]], "Input", + CellChangeTimes->{{3.794740703909091*^9, 3.7947407647339363`*^9}, { + 3.799980040828689*^9, 3.79998005460297*^9}, {3.79998675748695*^9, + 3.7999867585101023`*^9}}, + CellLabel-> + "In[982]:=",ExpressionUUID->"a3175abd-4dd3-47ab-93d1-55ff7013ad08"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"1.0000000000219882`", ",", "3.87097218305317`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.00000000065748`", ",", "3.87097218305317`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.2499999999563618`", ",", "3.8638242737289636`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.50000000135873`", ",", "3.848578635004701`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.8319999939041451`", ",", "3.8258899461585365`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.000000008168811`", ",", "3.8148290285005886`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.316250021748751`", ",", "3.796410706663367`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.499999999443726`", ",", "3.7869020020528503`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.507499950534875`", ",", "3.7865651673487393`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.0000000003832885`", ",", "3.765720722235189`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.0000000231065527`", ",", "3.765720722954308`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.5000000002660014`", ",", "3.7496493153400388`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.9999994979214204`", ",", "3.7373409063613696`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.999999999948023`", ",", "3.7373409166398424`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.000000001639428`", ",", "3.71984820567022`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.499999996466635`", ",", "3.7134569306005565`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.9999655587359095`", ",", "3.7081729873997196`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"6.000000135581913`", ",", "3.7081733280252434`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"7.00000000009168`", ",", "3.6999477340876754`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"8.267499999941885`", ",", "3.6924477088405014`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.000000002972772`", ",", "3.6890830290712984`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.999999991187163`", ",", "3.6852943329236982`"}], "}"}]}], + "}"}]], "Output", + CellChangeTimes->{{3.794740751478467*^9, 3.794740770898921*^9}, + 3.794801057366838*^9, 3.7960938148799*^9, 3.796095472515431*^9, + 3.796095519038693*^9, 3.796351533996167*^9, 3.7963515958709173`*^9, + 3.796353340290297*^9, 3.79635345273704*^9, 3.796355122666403*^9, + 3.796355928243629*^9, 3.796358597149925*^9, 3.796364670521929*^9, + 3.796364892603718*^9, 3.7963653841330957`*^9, 3.796366303548278*^9, + 3.796368247953843*^9, 3.7965410031612043`*^9, 3.796989584026602*^9, + 3.796989822356863*^9, 3.797141809453135*^9, 3.797155378058036*^9, + 3.799980055545562*^9, 3.799985594417185*^9, 3.799985892809627*^9, { + 3.799986747442387*^9, 3.799986759567278*^9}}, + CellLabel-> + "Out[982]=",ExpressionUUID->"334a5995-6edd-408e-a53b-f40843d962f3"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"\[Tau]s210", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{ + RowBox[{"\[Omega]lmn", "[", + RowBox[{"2", ",", "1", ",", "0", ",", + RowBox[{"i", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"i", "+", "1"}], ")"}], "^", "2"}]}], ",", "0", ",", "0", + ",", + RowBox[{"\"\<ModesData\>\"", "->", + RowBox[{"Modedata", "[", + RowBox[{"[", + RowBox[{"2", ",", "1"}], "]"}], "]"}]}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "notdir"}]}], "]"}], "[", + RowBox[{"[", "2", "]"}], "]"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"i", ",", "q"}], "}"}]}], "]"}]}]], "Input", + CellChangeTimes->{{3.7947407820817757`*^9, 3.794740785655655*^9}, { + 3.79998005813335*^9, 3.7999800622345324`*^9}, {3.799986761649642*^9, + 3.79998676390839*^9}}, + CellLabel-> + "In[983]:=",ExpressionUUID->"eef8391e-d3f5-46a0-ad92-f1d1600f3ba9"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"1.0000000000219882`", ",", "11.534933433193718`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.00000000065748`", ",", "11.534933433193718`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.2499999999563618`", ",", "11.521684964437402`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.50000000135873`", ",", "11.493454585486543`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.8319999939041451`", ",", "11.451920456005269`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.000000008168811`", ",", "11.431861509584508`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.316250021748751`", ",", "11.399130654167433`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.499999999443726`", ",", "11.382486547343817`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.507499950534875`", ",", "11.38191922189549`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.0000000003832885`", ",", "11.346615114987578`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.0000000231065527`", ",", "11.346615117154377`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.5000000002660014`", ",", "11.320721232336485`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.9999994979214204`", ",", "11.302025859442296`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.999999999948023`", ",", "11.302025890525242`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.000000001639428`", ",", "11.277676266538109`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.499999996466635`", ",", "11.269618698939208`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.9999655587359095`", ",", "11.263415115457713`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"6.000000135581913`", ",", "11.263416150093013`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"7.00000000009168`", ",", "11.25471284146021`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"8.267499999941885`", ",", "11.247944467557282`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.000000002972772`", ",", "11.245310595658513`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.999999991187163`", ",", "11.242684839518102`"}], "}"}]}], + "}"}]], "Output", + CellChangeTimes->{3.7947407900405817`*^9, 3.7948010614731827`*^9, + 3.7960938190434227`*^9, 3.796095476995696*^9, 3.796095523699634*^9, + 3.796351538184474*^9, 3.796351600061676*^9, 3.796353344569454*^9, + 3.7963534570555153`*^9, 3.796355126913034*^9, 3.796355932661337*^9, + 3.7963586012960463`*^9, 3.796364674464299*^9, 3.7963648966512003`*^9, + 3.7963653883113947`*^9, 3.796366307383951*^9, 3.796368252753808*^9, + 3.7965410079292917`*^9, 3.796989826579771*^9, 3.7971418126093073`*^9, + 3.7971553810820017`*^9, 3.7999800654341288`*^9, 3.799985595435975*^9, + 3.7999858935591927`*^9, 3.799986771760776*^9}, + CellLabel-> + "Out[983]=",ExpressionUUID->"2175f6d5-f496-49f9-b5ee-052489f2ee87"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"\[Tau]s330", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{ + RowBox[{"\[Omega]lmn", "[", + RowBox[{"3", ",", "3", ",", "0", ",", + RowBox[{"i", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"i", "+", "1"}], ")"}], "^", "2"}]}], ",", "0", ",", "0", + ",", + RowBox[{"\"\<ModesData\>\"", "->", + RowBox[{"Modedata", "[", + RowBox[{"[", + RowBox[{"3", ",", "1"}], "]"}], "]"}]}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "notdir"}]}], "]"}], "[", + RowBox[{"[", "2", "]"}], "]"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"i", ",", "q"}], "}"}]}], "]"}]}]], "Input", + CellChangeTimes->{{3.794740792367635*^9, 3.794740794905818*^9}, { + 3.79998006791229*^9, 3.79998007090163*^9}, {3.799986765081772*^9, + 3.79998676973652*^9}}, + CellLabel-> + "In[984]:=",ExpressionUUID->"a933cb49-2398-48e1-96fb-22c81f8678da"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"1.0000000000219882`", ",", "11.404446541119015`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.00000000065748`", ",", "11.404446541119015`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.2499999999563618`", ",", "11.380457534276509`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.50000000135873`", ",", "11.329313039874023`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.8319999939041451`", ",", "11.253263373114036`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.000000008168811`", ",", "11.216320713214856`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.316250021748751`", ",", "11.155078165021894`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.499999999443726`", ",", "11.123723119568096`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.507499950534875`", ",", "11.122611519257465`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.0000000003832885`", ",", "11.054791583903596`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.0000000231065527`", ",", "11.054791586014668`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.5000000002660014`", ",", "11.003823718156761`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.9999994979214204`", ",", "10.965959319732713`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.999999999948023`", ",", "10.965959349891403`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.000000001639428`", ",", "10.914739458745203`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.499999996466635`", ",", "10.897050852785362`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.9999655587359095`", ",", "10.882960547264442`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"6.000000135581913`", ",", "10.882961546951933`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"7.00000000009168`", ",", "10.862177883702191`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"8.267499999941885`", ",", "10.844695823627738`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.000000002972772`", ",", "10.83738321745869`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.999999991187163`", ",", "10.829593882830057`"}], "}"}]}], + "}"}]], "Output", + CellChangeTimes->{3.794740799049288*^9, 3.794801065687785*^9, + 3.796093823171913*^9, 3.7960954813395023`*^9, 3.796095528084818*^9, + 3.7963515424403753`*^9, 3.79635160451299*^9, 3.796353348901816*^9, + 3.7963534614983797`*^9, 3.796355131682665*^9, 3.796355937051557*^9, + 3.7963586055708*^9, 3.796364678512995*^9, 3.796364900952342*^9, + 3.796365392582574*^9, 3.796366311475421*^9, 3.796368257920642*^9, + 3.796541013061915*^9, 3.796989831125989*^9, 3.797141815677129*^9, + 3.797155384389577*^9, 3.799980071985878*^9, 3.799985596210967*^9, + 3.799985894223411*^9, 3.799986772514078*^9}, + CellLabel-> + "Out[984]=",ExpressionUUID->"6ad4fea0-4ebb-47f5-9ba0-7ccd438c8546"] +}, Open ]], + +Cell[BoxData[{ + RowBox[{ + RowBox[{"fit2210nl", "=", + RowBox[{ + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"qq", ",", "fit2210n"}], "}"}], ",", + RowBox[{"{", + RowBox[{"qq", ",", "q"}], "}"}]}], "]"}], "*", + RowBox[{"Exp", "[", + RowBox[{ + RowBox[{"10", "/", "\[Tau]s220"}], "-", + RowBox[{"10", "/", "\[Tau]s221"}]}], "]"}]}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"fit2210n1l", "=", + RowBox[{ + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"qq", ",", "fit2210n1"}], "}"}], ",", + RowBox[{"{", + RowBox[{"qq", ",", "q"}], "}"}]}], "]"}], "*", + RowBox[{"Exp", "[", + RowBox[{ + RowBox[{"10", "/", "\[Tau]s220"}], "-", + RowBox[{"10", "/", "\[Tau]s221"}]}], "]"}]}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"fit2210n2l", "=", + RowBox[{ + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"qq", ",", "fit2210n2"}], "}"}], ",", + RowBox[{"{", + RowBox[{"qq", ",", "q"}], "}"}]}], "]"}], "*", + RowBox[{"Exp", "[", + RowBox[{ + RowBox[{"10", "/", "\[Tau]s220"}], "-", + RowBox[{"10", "/", "\[Tau]s221"}]}], "]"}]}]}], ";"}]}], "Input", + CellChangeTimes->{{3.794740623226969*^9, 3.794740690688939*^9}, { + 3.7947408403654757`*^9, 3.7947409142898693`*^9}, {3.79474094593311*^9, + 3.794741008209072*^9}, {3.794741040566061*^9, 3.794741179616662*^9}, + 3.794741361199581*^9, {3.794741401963407*^9, 3.7947414172583323`*^9}, { + 3.7947414876820927`*^9, 3.794741489648302*^9}, {3.7948010562259083`*^9, + 3.794801060839869*^9}}, + CellLabel-> + "In[985]:=",ExpressionUUID->"e254e124-6337-47c0-ab70-bd00769040b5"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{"fit2215nl", "=", + RowBox[{ + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"qq", ",", "fit2215n"}], "}"}], ",", + RowBox[{"{", + RowBox[{"qq", ",", "q"}], "}"}]}], "]"}], "*", + RowBox[{"Exp", "[", + RowBox[{ + RowBox[{"5", "/", "\[Tau]s220"}], "-", + RowBox[{"5", "/", "\[Tau]s221"}]}], "]"}]}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"fit2215n1l", "=", + RowBox[{ + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"qq", ",", "fit2215n1"}], "}"}], ",", + RowBox[{"{", + RowBox[{"qq", ",", "q"}], "}"}]}], "]"}], "*", + RowBox[{"Exp", "[", + RowBox[{ + RowBox[{"5", "/", "\[Tau]s220"}], "-", + RowBox[{"5", "/", "\[Tau]s221"}]}], "]"}]}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"fit2215n2l", "=", + RowBox[{ + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"qq", ",", "fit2215n2"}], "}"}], ",", + RowBox[{"{", + RowBox[{"qq", ",", "q"}], "}"}]}], "]"}], "*", + RowBox[{"Exp", "[", + RowBox[{ + RowBox[{"5", "/", "\[Tau]s220"}], "-", + RowBox[{"5", "/", "\[Tau]s221"}]}], "]"}]}]}], ";"}]}], "Input", + CellChangeTimes->{{3.794740623226969*^9, 3.794740690688939*^9}, { + 3.7947408403654757`*^9, 3.7947409142898693`*^9}, {3.79474094593311*^9, + 3.794741008209072*^9}, {3.794741040566061*^9, 3.794741179616662*^9}, + 3.794741361199581*^9, {3.794741401963407*^9, 3.7947414172583323`*^9}, { + 3.794741465823144*^9, 3.794741530942257*^9}, {3.794801062419286*^9, + 3.794801066672921*^9}}, + CellLabel-> + "In[988]:=",ExpressionUUID->"1e5a26e8-3915-40bc-b425-099145151ed1"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{"fit22110nl", "=", + RowBox[{ + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"qq", ",", "fit22110n"}], "}"}], ",", + RowBox[{"{", + RowBox[{"qq", ",", "q"}], "}"}]}], "]"}], "*", + RowBox[{"Exp", "[", + RowBox[{ + RowBox[{"0", "/", "\[Tau]s220"}], "-", + RowBox[{"0", "/", "\[Tau]s221"}]}], "]"}]}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"fit22110n1l", "=", + RowBox[{ + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"qq", ",", "fit22110n1"}], "}"}], ",", + RowBox[{"{", + RowBox[{"qq", ",", "q"}], "}"}]}], "]"}], "*", + RowBox[{"Exp", "[", + RowBox[{ + RowBox[{"0", "/", "\[Tau]s220"}], "-", + RowBox[{"0", "/", "\[Tau]s221"}]}], "]"}]}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"fit22110n2l", "=", + RowBox[{ + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"qq", ",", "fit22110n2"}], "}"}], ",", + RowBox[{"{", + RowBox[{"qq", ",", "q"}], "}"}]}], "]"}], "*", + RowBox[{"Exp", "[", + RowBox[{ + RowBox[{"0", "/", "\[Tau]s220"}], "-", + RowBox[{"0", "/", "\[Tau]s221"}]}], "]"}]}]}], ";"}]}], "Input", + CellChangeTimes->{{3.794740623226969*^9, 3.794740690688939*^9}, { + 3.7947408403654757`*^9, 3.7947409142898693`*^9}, {3.79474094593311*^9, + 3.794741008209072*^9}, {3.794741040566061*^9, 3.794741179616662*^9}, + 3.794741361199581*^9, {3.794741401963407*^9, 3.7947414172583323`*^9}, { + 3.794741465823144*^9, 3.794741530942257*^9}, {3.794741574631534*^9, + 3.7947416137880707`*^9}, {3.794801071126253*^9, 3.7948010754105997`*^9}}, + CellLabel-> + "In[991]:=",ExpressionUUID->"1cfbf28c-e6c3-40b2-8f57-8524552c9d0f"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{"fit22115nl", "=", + RowBox[{ + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"qq", ",", "fit22115n"}], "}"}], ",", + RowBox[{"{", + RowBox[{"qq", ",", "q"}], "}"}]}], "]"}], "*", + RowBox[{"Exp", "[", + RowBox[{ + RowBox[{ + RowBox[{"-", "5"}], "/", "\[Tau]s220"}], "+", + RowBox[{"5", "/", "\[Tau]s221"}]}], "]"}]}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"fit22115n1l", "=", + RowBox[{ + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"qq", ",", "fit22115n1"}], "}"}], ",", + RowBox[{"{", + RowBox[{"qq", ",", "q"}], "}"}]}], "]"}], "*", + RowBox[{"Exp", "[", + RowBox[{ + RowBox[{ + RowBox[{"-", "5"}], "/", "\[Tau]s220"}], "+", + RowBox[{"5", "/", "\[Tau]s221"}]}], "]"}]}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"fit22115n2l", "=", + RowBox[{ + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"qq", ",", "fit22115n2"}], "}"}], ",", + RowBox[{"{", + RowBox[{"qq", ",", "q"}], "}"}]}], "]"}], "*", + RowBox[{"Exp", "[", + RowBox[{ + RowBox[{ + RowBox[{"-", "5"}], "/", "\[Tau]s220"}], "+", + RowBox[{"5", "/", "\[Tau]s221"}]}], "]"}]}]}], ";"}]}], "Input", + CellChangeTimes->{{3.794740623226969*^9, 3.794740690688939*^9}, { + 3.7947408403654757`*^9, 3.7947409142898693`*^9}, {3.79474094593311*^9, + 3.794741008209072*^9}, {3.794741040566061*^9, 3.794741179616662*^9}, + 3.794741361199581*^9, {3.794741401963407*^9, 3.7947414172583323`*^9}, { + 3.794741465823144*^9, 3.794741530942257*^9}, {3.794741574631534*^9, + 3.7947416137880707`*^9}, {3.7947416635434103`*^9, 3.794741714234016*^9}, { + 3.794742021838956*^9, 3.794742041478424*^9}, {3.7947420793462753`*^9, + 3.7947420930057707`*^9}, {3.7947421333617477`*^9, 3.794742143679381*^9}, { + 3.7947422004439907`*^9, 3.794742209998784*^9}, {3.794801077214052*^9, + 3.794801123333086*^9}, {3.796095483696147*^9, 3.7960955006672497`*^9}, { + 3.7963515736670847`*^9, 3.7963515833443813`*^9}}, + CellLabel-> + "In[994]:=",ExpressionUUID->"74876f18-4de6-449b-9667-1d03b46de9a7"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"\[Tau]s220", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{ + RowBox[{"\[Omega]lmn", "[", + RowBox[{"2", ",", "2", ",", "0", ",", + RowBox[{"i", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"i", "+", "1"}], ")"}], "^", "2"}]}], ",", "0", ",", "0", + ",", + RowBox[{"\"\<ModesData\>\"", "->", + RowBox[{"Modedata", "[", + RowBox[{"[", + RowBox[{"1", ",", "1"}], "]"}], "]"}]}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "notdir"}]}], "]"}], "[", + RowBox[{"[", "2", "]"}], "]"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"datafit2210", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}], "}"}]}], "]"}]}]], "Input",\ + + CellChangeTimes->{{3.794740771124654*^9, 3.794740773320465*^9}, { + 3.794801479678195*^9, 3.794801482901183*^9}, {3.799986784333333*^9, + 3.799986788348378*^9}}, + CellLabel-> + "In[997]:=",ExpressionUUID->"bc430d15-73c1-4fb7-9073-0b448ea8ac0b"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"1.0000000000219882`", ",", "11.705708429094248`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.00000000065748`", ",", "11.705708429094248`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.2499999999563618`", ",", "11.68595939908131`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.50000000135873`", ",", "11.644161484639591`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.8319999939041451`", ",", "11.583010876575191`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.000000008168811`", ",", "11.553723601071642`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.316250021748751`", ",", "11.505986374058672`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.499999999443726`", ",", "11.481879522944965`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.507499950534875`", ",", "11.481040638271772`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.0000000003832885`", ",", "11.429944551034275`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.0000000231065527`", ",", "11.429944553216988`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.5000000002660014`", ",", "11.392488561527617`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.9999994979214204`", ",", "11.365277725151671`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.999999999948023`", ",", "11.36527775640857`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.000000001639428`", ",", "11.329331709600144`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.499999996466635`", ",", "11.317159058553056`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.9999655587359095`", ",", "11.307573476315104`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"6.000000135581913`", ",", "11.307574515006706`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"7.00000000009168`", ",", "11.293611489044597`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"8.267499999941885`", ",", "11.28200431990269`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.000000002972772`", ",", "11.27716904435945`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.999999991187163`", ",", "11.272023317084908`"}], "}"}]}], + "}"}]], "Output", + CellChangeTimes->{ + 3.794740777688059*^9, 3.794801053389469*^9, 3.794801486089349*^9, + 3.796093823525178*^9, 3.79609548467345*^9, 3.796095531695334*^9, + 3.7963515466307173`*^9, 3.7963516079565897`*^9, 3.796353352115224*^9, + 3.7963534214759073`*^9, 3.796353464929982*^9, 3.796355135115097*^9, + 3.796355940334964*^9, 3.79635860922652*^9, 3.7963646886360064`*^9, + 3.796364905386113*^9, {3.7963649629189672`*^9, 3.796364971333742*^9}, + 3.796365397117504*^9, 3.796366315758564*^9, 3.7963682632120543`*^9, + 3.796541643762537*^9, 3.796989584711684*^9, 3.79714182272534*^9, + 3.797155388040717*^9, 3.7999800915408154`*^9, 3.79998560257996*^9, + 3.799985899796803*^9, 3.799986789875444*^9}, + CellLabel-> + "Out[997]=",ExpressionUUID->"43bcfb65-aabb-4fe7-8834-1c25d913b601"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"\[Tau]s221", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{ + RowBox[{"\[Omega]lmn", "[", + RowBox[{"2", ",", "2", ",", "1", ",", + RowBox[{"i", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"i", "+", "1"}], ")"}], "^", "2"}]}], ",", "0", ",", "0", + ",", + RowBox[{"\"\<ModesData\>\"", "->", + RowBox[{"Modedata", "[", + RowBox[{"[", + RowBox[{"1", ",", "2"}], "]"}], "]"}]}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "notdir"}]}], "]"}], "[", + RowBox[{"[", "2", "]"}], "]"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"datafit2210", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}], "}"}]}], "]"}]}]], "Input",\ + + CellChangeTimes->{{3.794740703909091*^9, 3.7947407647339363`*^9}, { + 3.794801490986203*^9, 3.794801491183319*^9}, {3.799986792399934*^9, + 3.799986795298099*^9}}, + CellLabel-> + "In[998]:=",ExpressionUUID->"f679edf9-38a6-4e4a-bc0e-846eb20517fd"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"1.0000000000219882`", ",", "3.87097218305317`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.00000000065748`", ",", "3.87097218305317`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.2499999999563618`", ",", "3.8638242737289636`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.50000000135873`", ",", "3.848578635004701`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.8319999939041451`", ",", "3.8258899461585365`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.000000008168811`", ",", "3.8148290285005886`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.316250021748751`", ",", "3.796410706663367`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.499999999443726`", ",", "3.7869020020528503`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.507499950534875`", ",", "3.7865651673487393`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.0000000003832885`", ",", "3.765720722235189`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.0000000231065527`", ",", "3.765720722954308`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.5000000002660014`", ",", "3.7496493153400388`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.9999994979214204`", ",", "3.7373409063613696`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.999999999948023`", ",", "3.7373409166398424`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.000000001639428`", ",", "3.71984820567022`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.499999996466635`", ",", "3.7134569306005565`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.9999655587359095`", ",", "3.7081729873997196`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"6.000000135581913`", ",", "3.7081733280252434`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"7.00000000009168`", ",", "3.6999477340876754`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"8.267499999941885`", ",", "3.6924477088405014`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.000000002972772`", ",", "3.6890830290712984`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.999999991187163`", ",", "3.6852943329236982`"}], "}"}]}], + "}"}]], "Output", + CellChangeTimes->{{3.794740751478467*^9, 3.794740770898921*^9}, + 3.794801057366838*^9, 3.794801494800131*^9, 3.796093823695422*^9, + 3.7960954879103727`*^9, 3.796095535171124*^9, 3.796351549756728*^9, + 3.796351611008257*^9, 3.796353355294963*^9, 3.796353418537532*^9, + 3.796353468201161*^9, 3.7963551382765617`*^9, 3.7963559435773287`*^9, + 3.79635861232423*^9, 3.7963646927225313`*^9, 3.796364909692878*^9, { + 3.796364966964097*^9, 3.7963649755841007`*^9}, 3.79636540132099*^9, + 3.796366320398041*^9, 3.79636826818493*^9, 3.796541647814171*^9, + 3.7969895849445963`*^9, 3.79714182581424*^9, 3.797155391072012*^9, + 3.799980095055502*^9, 3.799985605704238*^9, 3.799985903404079*^9, + 3.7999867960344687`*^9}, + CellLabel-> + "Out[998]=",ExpressionUUID->"f5df4ca0-56aa-4618-9e21-f97016dfa573"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"\[Tau]s210", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{ + RowBox[{"\[Omega]lmn", "[", + RowBox[{"2", ",", "1", ",", "0", ",", + RowBox[{"i", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"i", "+", "1"}], ")"}], "^", "2"}]}], ",", "0", ",", "0", + ",", + RowBox[{"\"\<ModesData\>\"", "->", + RowBox[{"Modedata", "[", + RowBox[{"[", + RowBox[{"2", ",", "1"}], "]"}], "]"}]}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "notdir"}]}], "]"}], "[", + RowBox[{"[", "2", "]"}], "]"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"datafit210", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}], "}"}]}], "]"}]}]], "Input",\ + + CellChangeTimes->{{3.7947407820817757`*^9, 3.794740785655655*^9}, { + 3.794801496539307*^9, 3.794801498084038*^9}, {3.7999867982893753`*^9, + 3.799986800406598*^9}}, + CellLabel-> + "In[999]:=",ExpressionUUID->"ae13281f-f81c-4f2f-a684-67767858dcbf"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"1.0000000000219882`", ",", "11.534933433193718`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.00000000065748`", ",", "11.534933433193718`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.2499999999563618`", ",", "11.521684964437402`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.50000000135873`", ",", "11.493454585486543`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.8319999939041451`", ",", "11.451920456005269`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.000000008168811`", ",", "11.431861509584508`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.316250021748751`", ",", "11.399130654167433`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.499999999443726`", ",", "11.382486547343817`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.507499950534875`", ",", "11.38191922189549`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.0000000003832885`", ",", "11.346615114987578`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.0000000231065527`", ",", "11.346615117154377`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.5000000002660014`", ",", "11.320721232336485`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.9999994979214204`", ",", "11.302025859442296`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.999999999948023`", ",", "11.302025890525242`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.000000001639428`", ",", "11.277676266538109`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.499999996466635`", ",", "11.269618698939208`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.9999655587359095`", ",", "11.263415115457713`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"6.000000135581913`", ",", "11.263416150093013`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"7.00000000009168`", ",", "11.25471284146021`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"8.267499999941885`", ",", "11.247944467557282`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.000000002972772`", ",", "11.245310595658513`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.999999991187163`", ",", "11.242684839518102`"}], "}"}]}], + "}"}]], "Output", + CellChangeTimes->{3.796541650789179*^9, 3.7971418302053213`*^9, + 3.797155393416109*^9, 3.7999800986427*^9, 3.79998560879522*^9, + 3.799985907106627*^9, 3.799986801620553*^9}, + CellLabel-> + "Out[999]=",ExpressionUUID->"fe7439a0-f170-41da-9227-086ab3904de6"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"\[Tau]s330", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{ + RowBox[{"\[Omega]lmn", "[", + RowBox[{"3", ",", "3", ",", "0", ",", + RowBox[{"i", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"i", "+", "1"}], ")"}], "^", "2"}]}], ",", "0", ",", "0", + ",", + RowBox[{"\"\<ModesData\>\"", "->", + RowBox[{"Modedata", "[", + RowBox[{"[", + RowBox[{"3", ",", "1"}], "]"}], "]"}]}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "notdir"}]}], "]"}], "[", + RowBox[{"[", "2", "]"}], "]"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"datafit330", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}], "}"}]}], "]"}]}]], "Input",\ + + CellChangeTimes->{{3.794740792367635*^9, 3.794740794905818*^9}, { + 3.794801525740571*^9, 3.794801527922221*^9}, 3.7963534038303013`*^9, { + 3.799986802650872*^9, 3.799986802924514*^9}}, + CellLabel-> + "In[1000]:=",ExpressionUUID->"b01b60d2-1fd6-49a9-8162-b4eebe578d23"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"1.0000000000219882`", ",", "11.404446541119015`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.00000000065748`", ",", "11.404446541119015`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.2499999999563618`", ",", "11.380457534276509`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.50000000135873`", ",", "11.329313039874023`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.8319999939041451`", ",", "11.253263373114036`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.000000008168811`", ",", "11.216320713214856`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.316250021748751`", ",", "11.155078165021894`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.499999999443726`", ",", "11.123723119568096`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.507499950534875`", ",", "11.122611519257465`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.0000000003832885`", ",", "11.054791583903596`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.0000000231065527`", ",", "11.054791586014668`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.5000000002660014`", ",", "11.003823718156761`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.9999994979214204`", ",", "10.965959319732713`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.999999999948023`", ",", "10.965959349891403`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.000000001639428`", ",", "10.914739458745203`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.499999996466635`", ",", "10.897050852785362`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.9999655587359095`", ",", "10.882960547264442`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"6.000000135581913`", ",", "10.882961546951933`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"7.00000000009168`", ",", "10.862177883702191`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"8.267499999941885`", ",", "10.844695823627738`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.000000002972772`", ",", "10.83738321745869`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.999999991187163`", ",", "10.829593882830057`"}], "}"}]}], + "}"}]], "Output", + CellChangeTimes->{3.794740799049288*^9, 3.794801065687785*^9, + 3.794801531229196*^9, 3.796093824033101*^9, 3.796095494755734*^9, + 3.7960955419140587`*^9, 3.796351556046629*^9, 3.7963516172583847`*^9, + 3.796353361805744*^9, 3.796353474878195*^9, 3.7963551446958027`*^9, + 3.796355950017016*^9, 3.796358619055585*^9, 3.7965416541495733`*^9, + 3.7971418328033133`*^9, 3.797155395845401*^9, 3.799980102258803*^9, + 3.799985612052413*^9, 3.799985910661438*^9, 3.7999868053463173`*^9}, + CellLabel-> + "Out[1000]=",ExpressionUUID->"a30c712b-0b38-4aad-a7f5-dc8fb44b950d"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{"dat2210nl", "=", + RowBox[{"datafit2210", "*", + RowBox[{"Exp", "[", + RowBox[{ + RowBox[{"10", "/", "\[Tau]s220"}], "-", + RowBox[{"10", "/", "\[Tau]s221"}]}], "]"}]}]}], "\[IndentingNewLine]", + RowBox[{"dat2215nl", "=", + RowBox[{"datafit2215", "*", + RowBox[{"Exp", "[", + RowBox[{ + RowBox[{"5", "/", "\[Tau]s220"}], "-", + RowBox[{"5", "/", "\[Tau]s221"}]}], "]"}]}]}], "\[IndentingNewLine]", + RowBox[{"dat22110nl", "=", + RowBox[{"datafit22110", "*", + RowBox[{"Exp", "[", + RowBox[{ + RowBox[{"0", "/", "\[Tau]s220"}], "-", + RowBox[{"0", "/", "\[Tau]s221"}]}], "]"}]}]}], "\[IndentingNewLine]", + RowBox[{"dat22115nl", "=", + RowBox[{"datafit22115", "*", + RowBox[{"Exp", "[", + RowBox[{ + RowBox[{ + RowBox[{"-", "5"}], "/", "\[Tau]s220"}], "+", + RowBox[{"5", "/", "\[Tau]s221"}]}], "]"}]}]}]}], "Input", + CellChangeTimes->{{3.7948012766491823`*^9, 3.794801309308028*^9}, { + 3.794801398261097*^9, 3.794801448936879*^9}, {3.794801537379305*^9, + 3.794801593445278*^9}, {3.7948017896664543`*^9, 3.7948018539789867`*^9}, { + 3.7948021535502*^9, 3.794802155281291*^9}, {3.794802198201548*^9, + 3.794802213050602*^9}, {3.794802935326926*^9, 3.794802940758478*^9}, { + 3.796095574651032*^9, 3.796095578279642*^9}, {3.7963515998581142`*^9, + 3.796351601582595*^9}, {3.796353511099839*^9, 3.796353515030636*^9}}, + CellLabel-> + "In[1001]:=",ExpressionUUID->"1e6bb84f-aa1f-4e46-ab59-9e7e2528ce12"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"1.0000000000219882`", ",", "0.21533400514046436`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"1.00000000065748`", ",", "0.2157753545210254`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.2499999999563618`", ",", "0.2179287051037406`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.50000000135873`", ",", "0.21350380453958048`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.8319999939041451`", ",", "0.20139093886457354`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"2.000000008168811`", ",", "0.19647797774678413`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.316250021748751`", ",", "0.19312971067286874`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.499999999443726`", ",", "0.18615629198478112`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.507499950534875`", ",", "0.1897429660349297`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.0000000003832885`", ",", "0.18315886014415356`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"3.0000000231065527`", ",", "0.18243361447335296`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"3.5000000002660014`", ",", "0.1741882070100638`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.9999994979214204`", ",", "0.1718555167606385`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.999999999948023`", ",", "0.16993866842168498`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.000000001639428`", ",", "0.16501967615813748`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.499999996466635`", ",", "0.16410031431934463`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.9999655587359095`", ",", "0.16045261355089802`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"6.000000135581913`", ",", "0.15939816802530118`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"7.00000000009168`", ",", "0.15487447663147358`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"8.267499999941885`", ",", "0.15443683725266213`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.000000002972772`", ",", "0.1520466913725836`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.999999991187163`", ",", "0.15067197528103637`"}], "}"}]}], + "}"}]], "Output", + CellChangeTimes->{ + 3.796353515463435*^9, 3.796355144771343*^9, 3.796355950081484*^9, + 3.7963586193871717`*^9, 3.796364710334447*^9, {3.796364909754327*^9, + 3.796364916842414*^9}, {3.796364949383461*^9, 3.7963649809363947`*^9}, + 3.796365034320675*^9, 3.796365401576619*^9, {3.796368272830104*^9, + 3.796368300018908*^9}, 3.796541663724739*^9, 3.7965418234297953`*^9, { + 3.796541891916925*^9, 3.796541897879994*^9}, 3.7971418336871023`*^9, { + 3.7971418784893703`*^9, 3.7971418853058643`*^9}, {3.797155396585215*^9, + 3.7971553998782187`*^9}, {3.797155430371147*^9, 3.797155434621421*^9}, + 3.799980102432411*^9, 3.799980340820086*^9, 3.799985612154217*^9, + 3.799985910750876*^9, 3.7999868060742273`*^9}, + CellLabel-> + "Out[1001]=",ExpressionUUID->"6a7e1325-c4db-4218-b061-edf3b266b521"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"1.0000000000219882`", ",", "0.3630105020402845`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.00000000065748`", ",", "0.3656065095577049`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.2499999999563618`", ",", "0.3731752156974227`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.50000000135873`", ",", "0.3658621025573093`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.8319999939041451`", ",", "0.3398638361596573`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.000000008168811`", ",", "0.33022173312971326`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.316250021748751`", ",", "0.327171164162732`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.499999999443726`", ",", "0.3122032862832158`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.507499950534875`", ",", "0.320724383470667`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.0000000003832885`", ",", "0.31084569129186973`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"3.0000000231065527`", ",", "0.30869648465797883`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"3.5000000002660014`", ",", "0.2925300887152761`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.9999994979214204`", ",", "0.29126361167979964`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"3.999999999948023`", ",", "0.2861793232318903`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.000000001639428`", ",", "0.2811145589083332`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.499999996466635`", ",", "0.2811923411005328`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.9999655587359095`", ",", "0.2732307936233202`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"6.000000135581913`", ",", "0.27066409779654227`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"7.00000000009168`", ",", "0.26298840196139645`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"8.267499999941885`", ",", "0.2651505417204521`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.000000002972772`", ",", "0.2611020479213573`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.999999991187163`", ",", "0.25940293407086384`"}], "}"}]}], + "}"}]], "Output", + CellChangeTimes->{ + 3.796353515463435*^9, 3.796355144771343*^9, 3.796355950081484*^9, + 3.7963586193871717`*^9, 3.796364710334447*^9, {3.796364909754327*^9, + 3.796364916842414*^9}, {3.796364949383461*^9, 3.7963649809363947`*^9}, + 3.796365034320675*^9, 3.796365401576619*^9, {3.796368272830104*^9, + 3.796368300018908*^9}, 3.796541663724739*^9, 3.7965418234297953`*^9, { + 3.796541891916925*^9, 3.796541897879994*^9}, 3.7971418336871023`*^9, { + 3.7971418784893703`*^9, 3.7971418853058643`*^9}, {3.797155396585215*^9, + 3.7971553998782187`*^9}, {3.797155430371147*^9, 3.797155434621421*^9}, + 3.799980102432411*^9, 3.799980340820086*^9, 3.799985612154217*^9, + 3.799985910750876*^9, 3.7999868060784597`*^9}, + CellLabel-> + "Out[1002]=",ExpressionUUID->"23ff7e7a-3eea-485b-9f0c-00b8a282a64e"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"1.0000000000219882`", ",", "0.5148065025912374`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.00000000065748`", ",", "0.5226226502645059`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.2499999999563618`", ",", "0.5404434007244692`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.50000000135873`", ",", "0.5313036360204406`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.8319999939041451`", ",", "0.4824466156405045`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.000000008168811`", ",", "0.46672116265531555`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.316250021748751`", ",", "0.4647579940526159`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.499999999443726`", ",", "0.4411829779677718`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.507499950534875`", ",", "0.4531528355178102`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.0000000003832885`", ",", "0.4411650450230516`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.0000000231065527`", ",", "0.4363234502699749`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.5000000002660014`", ",", "0.4100526011201961`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.9999994979214204`", ",", "0.41139853117039327`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"3.999999999948023`", ",", "0.40091535293211034`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.000000001639428`", ",", "0.4003768382533508`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.499999996466635`", ",", "0.40121610210819747`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.9999655587359095`", ",", "0.3851927512205913`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"6.000000135581913`", ",", "0.3835956240053831`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"7.00000000009168`", ",", "0.37411738033546604`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"8.267499999941885`", ",", "0.3800921122676579`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.000000002972772`", ",", "0.3730122469353979`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.999999991187163`", ",", "0.37360138133499793`"}], "}"}]}], + "}"}]], "Output", + CellChangeTimes->{ + 3.796353515463435*^9, 3.796355144771343*^9, 3.796355950081484*^9, + 3.7963586193871717`*^9, 3.796364710334447*^9, {3.796364909754327*^9, + 3.796364916842414*^9}, {3.796364949383461*^9, 3.7963649809363947`*^9}, + 3.796365034320675*^9, 3.796365401576619*^9, {3.796368272830104*^9, + 3.796368300018908*^9}, 3.796541663724739*^9, 3.7965418234297953`*^9, { + 3.796541891916925*^9, 3.796541897879994*^9}, 3.7971418336871023`*^9, { + 3.7971418784893703`*^9, 3.7971418853058643`*^9}, {3.797155396585215*^9, + 3.7971553998782187`*^9}, {3.797155430371147*^9, 3.797155434621421*^9}, + 3.799980102432411*^9, 3.799980340820086*^9, 3.799985612154217*^9, + 3.799985910750876*^9, 3.799986806082418*^9}, + CellLabel-> + "Out[1003]=",ExpressionUUID->"394aba21-b361-4ff3-b431-08fec9f55249"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"1.0000000000219882`", ",", "0.6502182419851318`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.00000000065748`", ",", "0.6421244624849789`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.2499999999563618`", ",", "0.6618432785220254`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.50000000135873`", ",", "0.6515627377140817`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1.8319999939041451`", ",", "0.5829644001172892`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.000000008168811`", ",", "0.5556262913556868`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.316250021748751`", ",", "0.5571128375321701`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.499999999443726`", ",", "0.5281860509247873`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"2.507499950534875`", ",", "0.5444793642576656`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.0000000003832885`", ",", "0.5330298429671126`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.0000000231065527`", ",", "0.521616730902526`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.5000000002660014`", ",", "0.49677126316758613`"}], "}"}], ",", + + RowBox[{"{", + RowBox[{"3.9999994979214204`", ",", "0.4903080291192145`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"3.999999999948023`", ",", "0.47716696513743445`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.000000001639428`", ",", "0.4743074303470225`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.499999996466635`", ",", "0.4772668222377106`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"5.9999655587359095`", ",", "0.4497577392987323`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"6.000000135581913`", ",", "0.45993623040474`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"7.00000000009168`", ",", "0.44350332377584784`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"8.267499999941885`", ",", "0.4552275315048826`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.000000002972772`", ",", "0.44459742349152304`"}], "}"}], ",", + RowBox[{"{", + RowBox[{"9.999999991187163`", ",", "0.43969465790956325`"}], "}"}]}], + "}"}]], "Output", + CellChangeTimes->{ + 3.796353515463435*^9, 3.796355144771343*^9, 3.796355950081484*^9, + 3.7963586193871717`*^9, 3.796364710334447*^9, {3.796364909754327*^9, + 3.796364916842414*^9}, {3.796364949383461*^9, 3.7963649809363947`*^9}, + 3.796365034320675*^9, 3.796365401576619*^9, {3.796368272830104*^9, + 3.796368300018908*^9}, 3.796541663724739*^9, 3.7965418234297953`*^9, { + 3.796541891916925*^9, 3.796541897879994*^9}, 3.7971418336871023`*^9, { + 3.7971418784893703`*^9, 3.7971418853058643`*^9}, {3.797155396585215*^9, + 3.7971553998782187`*^9}, {3.797155430371147*^9, 3.797155434621421*^9}, + 3.799980102432411*^9, 3.799980340820086*^9, 3.799985612154217*^9, + 3.799985910750876*^9, 3.799986806086505*^9}, + CellLabel-> + "Out[1004]=",ExpressionUUID->"b8c34a3a-b22c-4b4b-9a44-9ad6ec92ff45"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"lp", "=", + RowBox[{"ListLinePlot", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + "fit2210nl", ",", "fit2210n1l", ",", "fit2210n2l", ",", "fit2215nl", ",", + "fit2215n1l", ",", "fit2215n2l", ",", "fit22110nl", ",", "fit22110n1l", + ",", "fit22110n2l", ",", "fit22115nl", ",", "fit22115n1l", ",", + "fit22115n2l"}], "}"}], ",", + RowBox[{"PlotRange", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"0.9", ",", "10"}], "}"}], ",", "All"}], "}"}]}], ",", + RowBox[{"Epilog", "\[Rule]", + RowBox[{"{", + RowBox[{"{", + RowBox[{ + RowBox[{"Point", "@", + RowBox[{"Delete", "[", + RowBox[{"dat2210nl", ",", + RowBox[{"{", + RowBox[{"{", "6", "}"}], "}"}]}], "]"}]}], ",", + RowBox[{"Point", "@", + RowBox[{"Delete", "[", + RowBox[{"dat2215nl", ",", + RowBox[{"{", + RowBox[{"{", "6", "}"}], "}"}]}], "]"}]}], ",", + RowBox[{"Point", "@", + RowBox[{"Delete", "[", + RowBox[{"dat22110nl", ",", + RowBox[{"{", + RowBox[{"{", "6", "}"}], "}"}]}], "]"}]}], ",", + RowBox[{"Point", "@", + RowBox[{"Delete", "[", + RowBox[{"dat22115nl", ",", + RowBox[{"{", "6", "}"}]}], "]"}]}]}], "}"}], "}"}]}], ",", + RowBox[{"PlotStyle", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "1", "]"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "1", "]"}], "]"}], ",", "Dashed"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "1", "]"}], "]"}], ",", "Dashed"}], "]"}], ",", + RowBox[{"colors", "[", + RowBox[{"[", "2", "]"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "2", "]"}], "]"}], ",", "Dashed"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "2", "]"}], "]"}], ",", "Dashed"}], "]"}], ",", + RowBox[{"colors", "[", + RowBox[{"[", "3", "]"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "3", "]"}], "]"}], ",", "Dashed"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "3", "]"}], "]"}], ",", "Dashed"}], "]"}], ",", + RowBox[{"colors", "[", + RowBox[{"[", "4", "]"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "4", "]"}], "]"}], ",", "Dashed"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "4", "]"}], "]"}], ",", "Dashed"}], "]"}]}], "}"}]}], + ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"PlotLegends", "\[Rule]", + RowBox[{"Placed", "[", + RowBox[{ + RowBox[{"LineLegend", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + "\"\<\!\(\*SubsuperscriptBox[\(A\), \(R, 221\), \((0 M)\)]\)\>\"", + ",", "None", ",", "None", ",", + "\"\<\!\(\*SubsuperscriptBox[\(A\), \(R, 221\), \((5 M)\)]\)\>\"", + ",", "None", ",", "None", ",", + "\"\<\!\(\*SubsuperscriptBox[\(A\), \(R, 221\), \((10 \ +M)\)]\)\>\"", ",", "None", ",", "None", ",", + "\"\<\!\(\*SubsuperscriptBox[\(A\), \(R, 221\), \((15 \ +M)\)]\)\>\""}], "}"}], ",", + RowBox[{"LegendLayout", "\[Rule]", + RowBox[{"{", + RowBox[{"\"\<Column\>\"", ",", "4"}], "}"}]}]}], "]"}], ",", + RowBox[{"{", + RowBox[{"0.53", ",", "1.0001"}], "}"}]}], "]"}]}], ",", + RowBox[{"FrameLabel", "->", + RowBox[{"{", + RowBox[{ + "\"\<q\>\"", ",", + "\"\<\!\(\*SubsuperscriptBox[\(A\), \(R, 221\), \((10 M)\)]\)\>\""}], + "}"}]}], ",", + RowBox[{"ImageSize", "\[Rule]", "Large"}], ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"FrameStyle", "->", + RowBox[{"Directive", "[", + RowBox[{"Black", ",", "Bold", ",", "20"}], "]"}]}], ",", + RowBox[{"LabelStyle", "->", + RowBox[{"Directive", "[", + RowBox[{"Black", ",", "Bold", ",", "18"}], "]"}]}], ",", + RowBox[{"GridLines", "\[Rule]", "Full"}], ",", + RowBox[{"Axes", "\[Rule]", "False"}], ",", + RowBox[{"Filling", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"2", "\[Rule]", + RowBox[{"{", "3", "}"}]}], ",", + RowBox[{"5", "\[Rule]", + RowBox[{"{", "6", "}"}]}], ",", + RowBox[{"8", "\[Rule]", + RowBox[{"{", "9", "}"}]}], ",", + RowBox[{"11", "\[Rule]", + RowBox[{"{", "12", "}"}]}]}], "}"}]}]}], "]"}]}]], "Input", + CellChangeTimes->{{3.7947410160091877`*^9, 3.7947410239235086`*^9}, { + 3.794741426483552*^9, 3.794741432185439*^9}, {3.794741535564074*^9, + 3.7947415437061357`*^9}, {3.794741621865055*^9, 3.794741629271822*^9}, { + 3.794741719075218*^9, 3.7947417244412823`*^9}, {3.794741929467761*^9, + 3.794741933070195*^9}, {3.7947422331157293`*^9, 3.794742280021819*^9}, { + 3.79480122264674*^9, 3.794801240838851*^9}, {3.7948015997818947`*^9, + 3.7948016091834707`*^9}, {3.796095609490797*^9, 3.796095632305777*^9}, { + 3.796352089263582*^9, 3.7963522824485273`*^9}, {3.7963523338573*^9, + 3.796352336316349*^9}, {3.796353689977161*^9, 3.7963536901764812`*^9}, { + 3.7963548592900267`*^9, 3.7963548792615*^9}, {3.796355169000761*^9, + 3.7963553310060453`*^9}, {3.796355382338575*^9, 3.796355466090371*^9}, { + 3.796355533872466*^9, 3.796355593370831*^9}, {3.796355639449*^9, + 3.7963556628031683`*^9}, {3.796355960567835*^9, 3.79635598129248*^9}, { + 3.7963595884773293`*^9, 3.796359603010645*^9}, {3.7963609084577007`*^9, + 3.796360960840322*^9}, {3.7963610617904463`*^9, 3.796361152419511*^9}, { + 3.79636178843499*^9, 3.796361797840274*^9}, {3.796364780854542*^9, + 3.796364810635416*^9}, 3.796365062206192*^9, {3.7963654136194487`*^9, + 3.7963654140765533`*^9}, {3.7963658892615433`*^9, 3.796365890067733*^9}, { + 3.796369010344881*^9, 3.796369103764317*^9}, {3.796541711091057*^9, + 3.796541756103416*^9}, {3.7971418941667624`*^9, 3.7971418944670677`*^9}, { + 3.7971554555446787`*^9, 3.797155455727824*^9}}, + CellLabel-> + "In[1005]:=",ExpressionUUID->"67964013-3a15-4f6d-85dc-54242dacf385"], + +Cell[BoxData[ + TagBox[ + GraphicsBox[{InsetBox[ + GraphicsBox[{{{}, GraphicsComplexBox[CompressedData[" +1:eJzt2Pk31H0fx/FKrqIs2SvZKiWKEJPoO9JUihYi2a6rEqFCSpmrRcYS0SRd +pRJFabdH953LbiSSkWU0ixkjdOtGydJVzD3fOef7/vwF92/zyzjP82XmeJzX +cY63/sEQl8OzZsyYoSx+wb+2Rs8Uv45gqkWWjT6ZjRhtzWpJPxohS3rXjCmR +SDSKRfs/jPFjNGJzf/cRP5/ECkSrjntrNWJFJ6rWd++awrqSYjH5GW+xzBda ++BuSt5MtLy2jNmB7jPw1c+NnkXdQ+u6l3HmDjfd8Eb+fDNlx6L87J1a9wV4Z +uhh4K80mTw0cki81fIOFGSuIf3wuWbgiXnjdtB47NLxQBu+YvDWSZiyVEz+f +T37kJvDWDWNg2iXpZSKREpm3Okbv39w6rNlqWoS33K3hxXhvW6Ut/n41clJL +aBBPrg5b6FQjfq5O/mVDPhn7uha7fyNvclykSY7eMUu9P7IWo29dKP4ALfIk +di6qT9zWqfivo03WvVVqs16lFvPhXKkeu6RHTvwYGuNQWIOZJywUPzcgqxzo +o36Jq8F8nYrF77+UrClyLut2q8EI37kh32RkrJAv9lR2Nt6Eb1xRRKuKP/Ll +pDf3Pah+C771Ce4/MqobwNdKlq7V7IB8k26SucpByDfz4o0w1o968KWPuz5L +G6sH3+acAR3mNAN85c5flTThm16ii13ZhHxztQcYlELkS7W/UI034asalFd/ +oKcWfIUU7Zy6VORb2ury6sxu5Hv5VLwW3oSvzesm6sueGvDtzKoYWhWJfLl/ +FY3s2YZ8Dww46FkpI1/tiYhrr+Y2ga+i9VlJE77UhW1WJYZN4Bt7MH5M9Tja +7yC9OPaUHdqvz59dE9R85Dtn9LKfyjvkO+JJMdHwRvsNZIcHtu9D+514vPyx +xx9ov9P8pkd4E77537Oo+ZnIVwHTo66RY4Dv7ZHfT+FN+M62NlfwWov2q2Lm +t4kiRL5OtQVhbtnI108+fGBvNvKddTrrnzJ7tF9bFYNF3oPIl2KyUDa+Dvk2 +qXt4JNxBvuuXN+Vu8+wE39RBnqQJX98sdeHZyk7w/X7GuFtzUSf47k6/b7V2 +fgf4GpImyjzp7eBb0pdcHVDXBr5D03uX7DjYBr5p6YuUknzbwDfqSUlr4eUP +4Hv7HydJE760Vbf6nw+3gm9Y8lhMO7UVfBsGvl3AG/ZbxRvb2cUE35Nq5to3 +Mpngu/vYdlP1UCb4qvTZ3lMTN+E74Xk56KkhE3wjR5dcSe9tAV8B7aNLYH0L ++MoOnSjrymkBX3ZfvHHjhw7wLb2VLWnC901y9i1XCvI1H91vpfW8A3wV6YXs +r2Xt4Jsp1zBT0RH5ajjUOC6IRb7P424WOhkg35N65YIkHeR7iJZg17oD+QYE +60ma8F09adEYVIh8z7aEp1LtkW/8phdX8CZ8v82hmQw/QL4rw/z9aoOQb3CQ +Ef0rCfmapwV8HSEh32sN6w9v6W8BX7dDnqEOaci3GpM7lh6OfFu91CLPOSLf +m4eUzRl8tN8Qu0WSJnxHS+JNcjawwLdk+le85iW039QnV1NCvdB+c/2Xn3nU +jnzdEz02lMu2g6/paZVLjlnIt0zrtO3lDOSb8V4YkNqIfJsTIiVN+HZ5T8sM +m3wAX//tpyPMipHvPDopDG/C14JqU5Gr0Aq+FaVTHwLakK9laPB70iPkO2qh +sgtvwtfrCydE0R/t9y5N8GzMjAm+M988I1ktZoKvTRRTtG42E3w76pYZOt7n +g+/AuI2kCd/78WYJExYC8PXT6oyufswH3zWMYrWrtG7wzXPZ4RVcxAPfV6pm +w7RgLvhW2xoxnr/noL8PboMebxs44OvGzPx1NJENvvIhbT/xJnwjv7hsuPP0 +I/j2aAaHGs37CL5nfC8E4E345mxQ+yy07QLfQVf3jO4JFvhm8w0qV1axwNfn +tE/PCnETviYWeSZVoSzwFdlVOrivZoGvWq2hkLSABb4ym+KOWI52gu8vi8tl +oqXI1/zlE0kTvnJv7djyVXzw7W1bm1Zhj3w/vpSnuw7xwLc9pXbmizXIdyN9 +p3PkVw74Jn9e/GzaDfmmtHXrae1Gvj4NiZXOysi3il9ZgTfhO72uct60JfIN +pvAdn6d3ge9vgqP2eBO+DLOkiKhOFvi+OkIJC0lBvko/z4cquiPf9P0VEQru +yHdyVO6Ay1gn+J7TD9niltYJvvJ7KlujjnWC79/e791u2iLfgn3l9Gs6AvC9 +S2qSNOG7nrLUujcH7VfodfZYnZIAfO2DTZ395/PBN1G1tdiI1A2+FmkLUq58 +QvudpFsJPB254JvRMX71rAMXfJ27iklJszng6zrVb4034TuW9SmIpMcG3/3/ +GbuRE4n2O8BOScab8I3bku61NQvtVwcLaNzl2wW+JAZDycGkC3y1//rpvEnc +hO8fJ/ZOmn5B+432XGC/rxrtV8c6eXSkGO3XcYXdn8wnLPC11NI+P1TaC74e ++eaSJnyf6kVv9130CXzPfLIZk93cC76C2KyLbfJC8K0xt24Oju4BX5234UqO +uQLwdY6Q33N7uwB8TWflD7RsEYBvXoYzbepPPvjevVcQjTfh+3qFT/1iXjf4 +Tpmcszil0Q2+qn1Ry/EmfF1XH63ZqsEDX8rtdfq7qrjgq3H/N6rteS74VtpM +KW8QN+Gryr6X6KrNBV+Td+/er2jkgO/gj9LJ/Ccc8O3nmepsj+OAr+GLch1d +WeT72UAgacK3f1X+5nkRveCryVx60SZfCL7L3J16dTN7wFdV5sbxvQbIV7/D +SpHuhnyn+cvUx7/ywXfjxBGllUN88KW1fd6caIB8i9R3SRr+f7P1PZhkhnz7 +DpO/PQ3jga99lrAXb8LXy/h6iTuVC779PYzkE/rIVzM3qty/nQO+hh9jlx8W +N+H7OPFnnJ0HB3xNWYOyz3ls8CUnz2jdncMG34cbv+s8O8wGXwdaJPfvoE/g +W2sXI2nCN1hj7+6CcrRf1o89gcxOtN+7Lyd1EiLQfsMPslbTepDv4vJ8ZZk5 +PeB7d95I0sZstF99hYmqyEy0X/aRgqrQduQbZ6wmacI3UG7NjXYKH3w1vv/r +JPYa7VdopOOPN+G7zXRzC6kQ7ffhngfFxgd4yPd60jqVFTzw9b5z8peyuAnf +88ZbrgTy0X6NqvNuZZdywTfNP0R3wQsu+K68ELzkcw4Xk94fpPcH6f1Ben+Q +3h+k9wfp/UF6f5DeH6T3B+n9QXp/kN4fpPcH6f1Ben/4f98f/gdGaXKu + + "], {{{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, + {RGBColor[0.368417, 0.506779, 0.709798], Opacity[0.2], EdgeForm[ + None], GraphicsGroupBox[ + PolygonBox[{{23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, + 36, 37, 38, 39, 40, 41, 42, 43, 44, 66, 65, 64, 63, 62, 61, 60, + 59, 58, 57, 56, 55, 54, 53, 52, 51, 50, 49, 48, 47, 46, + 45}}]]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, + {RGBColor[0.880722, 0.611041, 0.142051], Opacity[0.2], EdgeForm[ + None], GraphicsGroupBox[ + PolygonBox[{{89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, + 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 132, 131, 130, + 129, 128, 127, 126, 125, 124, 123, 122, 121, 120, 119, 118, + 117, 116, 115, 114, 113, 112, + 111}}]]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, + {RGBColor[0.560181, 0.691569, 0.194885], Opacity[0.2], EdgeForm[ + None], GraphicsGroupBox[ + PolygonBox[{{155, 156, 157, 158, 159, 160, 161, 162, 163, 164, + 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 198, + 197, 196, 195, 194, 193, 192, 191, 190, 189, 188, 187, 186, + 185, 184, 183, 182, 181, 180, 179, 178, + 177}}]]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, + {RGBColor[0.922526, 0.385626, 0.209179], Opacity[0.2], EdgeForm[ + None], GraphicsGroupBox[ + PolygonBox[{{221, 222, 223, 224, 225, 226, 227, 228, 229, 230, + 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 264, + 263, 262, 261, 260, 259, 258, 257, 256, 255, 254, 253, 252, + 251, 250, 249, 248, 247, 246, 245, 244, + 243}}]]}, {}, {}, {}}, {{}, {}, {}, + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6], LineBox[{1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, + 16, 17, 18, 19, 20, 21, 22}]}, + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6], Dashing[{Small, Small}], + LineBox[{23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, + 37, 38, 39, 40, 41, 42, 43, 44}]}, + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6], Dashing[{Small, Small}], + LineBox[{45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, + 59, 60, 61, 62, 63, 64, 65, 66}]}, + {RGBColor[0.880722, 0.611041, 0.142051], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6], LineBox[{67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, + 80, 81, 82, 83, 84, 85, 86, 87, 88}]}, + {RGBColor[0.880722, 0.611041, 0.142051], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6], Dashing[{Small, Small}], + LineBox[{89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, + 102, 103, 104, 105, 106, 107, 108, 109, 110}]}, + {RGBColor[0.880722, 0.611041, 0.142051], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6], Dashing[{Small, Small}], + LineBox[{111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, + 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132}]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6], LineBox[{133, 134, 135, 136, 137, 138, 139, 140, 141, 142, + 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154}]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6], Dashing[{Small, Small}], + LineBox[{155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, + 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176}]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6], Dashing[{Small, Small}], + LineBox[{177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, + 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198}]}, + {RGBColor[0.922526, 0.385626, 0.209179], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6], LineBox[{199, 200, 201, 202, 203, 204, 205, 206, 207, 208, + 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220}]}, + {RGBColor[0.922526, 0.385626, 0.209179], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6], Dashing[{Small, Small}], + LineBox[{221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, + 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242}]}, + {RGBColor[0.922526, 0.385626, 0.209179], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6], Dashing[{Small, Small}], + LineBox[{243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, + 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264}]}}, { + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6]}, + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6], Dashing[{Small, Small}]}, + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6], Dashing[{Small, Small}]}, + {RGBColor[0.880722, 0.611041, 0.142051], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6]}, + {RGBColor[0.880722, 0.611041, 0.142051], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6], Dashing[{Small, Small}]}, + {RGBColor[0.880722, 0.611041, 0.142051], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6], Dashing[{Small, Small}]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6], Dashing[{Small, Small}]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6], Dashing[{Small, Small}]}, + {RGBColor[0.922526, 0.385626, 0.209179], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6]}, + {RGBColor[0.922526, 0.385626, 0.209179], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6], Dashing[{Small, Small}]}, + {RGBColor[0.922526, 0.385626, 0.209179], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6], Dashing[{Small, Small}]}}, { + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6]}, + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6], Dashing[{Small, Small}]}, + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6], Dashing[{Small, Small}]}, + {RGBColor[0.880722, 0.611041, 0.142051], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6]}, + {RGBColor[0.880722, 0.611041, 0.142051], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6], Dashing[{Small, Small}]}, + {RGBColor[0.880722, 0.611041, 0.142051], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6], Dashing[{Small, Small}]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6], Dashing[{Small, Small}]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6], Dashing[{Small, Small}]}, + {RGBColor[0.922526, 0.385626, 0.209179], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6]}, + {RGBColor[0.922526, 0.385626, 0.209179], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6], Dashing[{Small, Small}]}, + {RGBColor[0.922526, 0.385626, 0.209179], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6], Dashing[{ + Small, Small}]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}}, { + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6]}, + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6], Dashing[{Small, Small}]}, + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6], Dashing[{Small, Small}]}, + {RGBColor[0.880722, 0.611041, 0.142051], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6]}, + {RGBColor[0.880722, 0.611041, 0.142051], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6], Dashing[{Small, Small}]}, + {RGBColor[0.880722, 0.611041, 0.142051], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6], Dashing[{Small, Small}]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6], Dashing[{Small, Small}]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6], Dashing[{Small, Small}]}, + {RGBColor[0.922526, 0.385626, 0.209179], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6]}, + {RGBColor[0.922526, 0.385626, 0.209179], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6], Dashing[{Small, Small}]}, + {RGBColor[0.922526, 0.385626, 0.209179], PointSize[ + NCache[ + Rational[1, 90], 0.011111111111111112`]], AbsoluteThickness[ + 1.6], Dashing[{ + Small, Small}]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}}}], {{}, {}}}, {}}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->{False, False}, + AxesLabel->{None, None}, + AxesOrigin->{0.9, 0}, + DisplayFunction->Identity, + Epilog->{{ + PointBox[CompressedData[" +1:eJxTTMoPSmViYGAQBWIQfamJEUh+sLc79LRPYMJp+2Y9XTB/6trKu23zTtv7 +M/z9////Z/v0u4urxJ6etueIjwXK/7DPv86xUzzktP3mooOW9/3/2tdpCi7R +PX7SPlAzTXxdO5PD7ldz8it3nLD/9ugNUD+zg045k+aPy8ftd6gFKcXwszgE +8j2Kqfc8YV+ozQs0j8PhW4Tqw/2Fx+2T30syg/gvg98K/4k8bn9MmRMoz+MQ +2GQ17Yz3MXuZbXP2/P/P72D7mH9CzP+j9ufM/v0H8a+ZzLzfc+CovYeWDFC9 +iMP9m6oJsfJH7SV9DgPlRR3yXiw0tWU8ar9w2vof3/6LO5QoPhTe1nnEvt9d +EmiBhEMhY/R+jfQj9uaTQeEh49DBzO/29tJh+9g7fYe+dig4WCosE5t25LC9 +UackUF7JQam5RNyl7LB9nM8WoPnKDgp7FZQtPA/bAwBu+ZJc + "]], + PointBox[CompressedData[" +1:eJxTTMoPSmViYGAQBWIQfamJEUh+sNdom542wfq6fbOeLph/LqjghkTadXt/ +hr//////bN/qccxH6tF1e474WKD8D/uJoqEPPbKu228uOmh53/+vfUFbpH3I +gav2gZpp4uvamRzOVk8Miv9wxf7bozdA/cwOcyYK1Sn/vmy/Qy1IKYafxSEh +qGnC/rYr9oXavEDzOBw23+sJfvrksn3ye0lmEL/uYP2zdQcv2x9T5gTK8zjM +M+KQv7Djkr3Mtjl7/v/nd/CqW60osOSS/Tmzf/9B/BcLW0QOB1yy99CSAaoX +cYg2tXl9/O9Fe0mfw0B5UYcrqVaafP8v2i+ctv7Ht//iDu2XtzPNrblo3+8u +CbRAwkHWmL+pP+iivflkUHjIOOhuyvQ7e+WCfeydvkNfOxQcWvV9f1n+uGBv +1CkJlFdy0MzSj3269YJ9nM8WoPnKDvwdUw7zzbpgDwBAvJYO + "]], + PointBox[CompressedData[" +1:eJxTTMoPSmViYGAQBWIQfamJEUh+sI/a0VPjXfnAvllPF8x/IvtQKXjnA3t/ +hr//////bF+WnffV3/uhPUd8LFD+h31Py7zqAoaH9puLDlre9/9rX1LFfzT9 +wT37QM008XXtTA4X1zgEzNh31/7bozdA/cwO0lLV7eE2d+x3qAUpxfCzOFy/ +r3GghOGufaE2L9A8Doe9pxQCeIDyye8lmUH8CacjDHe+uW1/TJkTKM/jcPzO +HWdfu1v2Mtvm7Pn/n99B6Yt9Y1TILftzZv/+g/g9G4PvzVhx095DSwaoXsSB +4cN0nWPzb9pL+hwGyos6uOz29m1be9N+4bT1P779F3eIbfGs/7/shn2/uyTQ +AgkHw6r/K6703LA3nwwKDxkHmz+RbF0fr9vH3uk79LVDweEw36u7ucE37I06 +JYHySg7LRNIO5d2/bh/nswVovrJD7IElR0RfXrcHAGy0mN0= + "]], + PointBox[CompressedData[" +1:eJxTTMoPSmViYGAQBWIQfamJEUh+sBe9Pqlm2rkn9s16umD+vi2nZnr0PLH3 +Z/j7////z/ZZ3V1fLuo+teeIjwXK/7D3PWYhOevmE/vNRQct7/v/tS/sVf+6 +ZPkj+0DNNPF17UwOj2x0fO9dfmj/7dEboH5mh5o5d/OePXtgv0MtSCmGn8Uh +fc2tP/E5D+0LtXmB5nE4TN33auYUvof2ye8lmUH8hbs4JolufGB/TJkTKM/j +cC/PcpPk6fv2Mtvm7Pn/n99hsULTW5PE+/bnzP79B/ELz9T7P++8Z++hJQNU +L+Jw4VhqL2/0PXtJn8NAeVEHyRY7la7ue/YLp63/8e2/uMM/n6j1V07cse93 +lwRaIOHgHvc1bkb+XXvzyaDwkHEINrt0ODrpjn3snb5DXzsUHCZEMK8oUrpr +b9QpCZRXcmjnLjrgUXLHPs5nC9B8ZYfuxX/4vyrfsQcAi2Cbfg== + "]]}}, + Frame->{{True, True}, {True, True}}, + FrameLabel->{{ + FormBox[ + "\"\\!\\(\\*SubsuperscriptBox[\\(A\\), \\(R, 221\\), \\((10 \ +M)\\)]\\)\"", TraditionalForm], None}, { + FormBox["\"q\"", TraditionalForm], None}}, + FrameStyle->Directive[ + GrayLevel[0], Bold, 20], + FrameTicks->{{Automatic, Automatic}, {Automatic, Automatic}}, + GridLines-> + FrontEndValueCache[{ + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& , + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, + 6}]& }, {{{2., + Directive[ + AbsoluteThickness[0.1]]}, {4., + Directive[ + AbsoluteThickness[0.1]]}, {6., + Directive[ + AbsoluteThickness[0.1]]}, {8., + Directive[ + AbsoluteThickness[0.1]]}, {10., + Directive[ + AbsoluteThickness[0.1]]}, {0., + Directive[ + AbsoluteThickness[0.1]]}, {0.5, + Directive[ + AbsoluteThickness[0.1]]}, {1., + Directive[ + AbsoluteThickness[0.1]]}, {1.5, + Directive[ + AbsoluteThickness[0.1]]}, {2.5, + Directive[ + AbsoluteThickness[0.1]]}, {3., + Directive[ + AbsoluteThickness[0.1]]}, {3.5, + Directive[ + AbsoluteThickness[0.1]]}, {4.5, + Directive[ + AbsoluteThickness[0.1]]}, {5., + Directive[ + AbsoluteThickness[0.1]]}, {5.5, + Directive[ + AbsoluteThickness[0.1]]}, {6.5, + Directive[ + AbsoluteThickness[0.1]]}, {7., + Directive[ + AbsoluteThickness[0.1]]}, {7.5, + Directive[ + AbsoluteThickness[0.1]]}, {8.5, + Directive[ + AbsoluteThickness[0.1]]}, {9., + Directive[ + AbsoluteThickness[0.1]]}, {9.5, + Directive[ + AbsoluteThickness[0.1]]}}, {{0., + Directive[ + AbsoluteThickness[0.1]]}, {0.2, + Directive[ + AbsoluteThickness[0.1]]}, {0.4, + Directive[ + AbsoluteThickness[0.1]]}, {0.6, + Directive[ + AbsoluteThickness[0.1]]}, {-0.2, + Directive[ + AbsoluteThickness[0.1]]}, {-0.15, + Directive[ + AbsoluteThickness[0.1]]}, {-0.1, + Directive[ + AbsoluteThickness[0.1]]}, {-0.05, + Directive[ + AbsoluteThickness[0.1]]}, {0.05, + Directive[ + AbsoluteThickness[0.1]]}, {0.1, + Directive[ + AbsoluteThickness[0.1]]}, {0.15, + Directive[ + AbsoluteThickness[0.1]]}, {0.25, + Directive[ + AbsoluteThickness[0.1]]}, {0.3, + Directive[ + AbsoluteThickness[0.1]]}, {0.35, + Directive[ + AbsoluteThickness[0.1]]}, {0.45, + Directive[ + AbsoluteThickness[0.1]]}, {0.5, + Directive[ + AbsoluteThickness[0.1]]}, {0.55, + Directive[ + AbsoluteThickness[0.1]]}, {0.65, + Directive[ + AbsoluteThickness[0.1]]}, {0.7, + Directive[ + AbsoluteThickness[0.1]]}, {0.75, + Directive[ + AbsoluteThickness[0.1]]}, {0.8, + Directive[ + AbsoluteThickness[0.1]]}}}], + GridLinesStyle->Directive[ + GrayLevel[0.5, 0.4]], + ImageSize->Large, + LabelStyle->Directive[ + GrayLevel[0], Bold, 18], + Method->{ + "OptimizePlotMarkers" -> True, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}}, + PlotLabel->None, + PlotRange->{{0.9, 10}, {0, 0.6795279091754315}}, + PlotRangeClipping->True, + PlotRangePadding->{{0, 0}, { + Scaled[0.02], + Scaled[0.05]}}, + Ticks->{Automatic, Automatic}], Scaled[{0.5, 0.5}], Center, + Scaled[{1, 1}]], InsetBox[ + TemplateBox[{ + "\"\\!\\(\\*SubsuperscriptBox[\\(A\\), \\(R, 221\\), \\((0 \ +M)\\)]\\)\"","None","None", + "\"\\!\\(\\*SubsuperscriptBox[\\(A\\), \\(R, 221\\), \\((5 \ +M)\\)]\\)\"","None","None", + "\"\\!\\(\\*SubsuperscriptBox[\\(A\\), \\(R, 221\\), \\((10 M)\\)]\\)\ +\"","None","None", + "\"\\!\\(\\*SubsuperscriptBox[\\(A\\), \\(R, 221\\), \\((15 M)\\)]\\)\ +\""}, + "LineLegend", + DisplayFunction->(FormBox[ + StyleBox[ + StyleBox[ + PaneBox[ + TagBox[ + GridBox[{{ + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]], { + LineBox[{{0, 10}, {20, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]], {}}}, + AspectRatio -> Full, ImageSize -> {20, 10}, + PlotRangePadding -> None, ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"], + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]], { + LineBox[{{0, 10}, {20, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]], {}}}, + AspectRatio -> Full, ImageSize -> {20, 10}, + PlotRangePadding -> None, ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #4}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"], + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], { + LineBox[{{0, 10}, {20, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], {}}}, + AspectRatio -> Full, ImageSize -> {20, 10}, + PlotRangePadding -> None, ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #7}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"], + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.922526, 0.385626, 0.209179]], { + LineBox[{{0, 10}, {20, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.922526, 0.385626, 0.209179]], {}}}, + AspectRatio -> Full, ImageSize -> {20, 10}, + PlotRangePadding -> None, ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #10}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"]}}, + GridBoxAlignment -> {"Columns" -> {{Left}}, "Rows" -> {{Top}}}, + AutoDelete -> False, + GridBoxItemSize -> { + "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, + GridBoxSpacings -> {"Columns" -> {{1}}, "Rows" -> {{0}}}], + "Grid"], Alignment -> Left, AppearanceElements -> None, + ImageMargins -> {{5, 5}, {5, 5}}, ImageSizeAction -> + "ResizeToFit"], LineIndent -> 0, StripOnInput -> False], { + Directive[ + GrayLevel[0], Bold, 18], FontFamily -> "Arial"}, Background -> + Automatic, StripOnInput -> False], TraditionalForm]& ), + Editable->True, + InterpretationFunction:>(RowBox[{"LineLegend", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", + FractionBox["1", "90"], "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.368417, 0.506779, 0.709798], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.24561133333333335`, 0.3378526666666667, + 0.4731986666666667], FrameTicks -> None, PlotRangePadding -> + None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.368417`", ",", "0.506779`", ",", "0.709798`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.368417, 0.506779, 0.709798]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.368417, 0.506779, 0.709798], Editable -> False, + Selectable -> False]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", + FractionBox["1", "90"], "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.368417, 0.506779, 0.709798], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.24561133333333335`, 0.3378526666666667, + 0.4731986666666667], FrameTicks -> None, PlotRangePadding -> + None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.368417`", ",", "0.506779`", ",", "0.709798`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.368417, 0.506779, 0.709798]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.368417, 0.506779, 0.709798], Editable -> False, + Selectable -> False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"Small", ",", "Small"}], "}"}], "]"}]}], "]"}], + ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", + FractionBox["1", "90"], "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.368417, 0.506779, 0.709798], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.24561133333333335`, 0.3378526666666667, + 0.4731986666666667], FrameTicks -> None, PlotRangePadding -> + None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.368417`", ",", "0.506779`", ",", "0.709798`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.368417, 0.506779, 0.709798]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.368417, 0.506779, 0.709798], Editable -> False, + Selectable -> False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"Small", ",", "Small"}], "}"}], "]"}]}], "]"}], + ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", + FractionBox["1", "90"], "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.880722, 0.611041, 0.142051], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.587148, 0.40736066666666665`, 0.09470066666666668], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.880722`", ",", "0.611041`", ",", "0.142051`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.880722, 0.611041, 0.142051]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.880722, 0.611041, 0.142051], Editable -> False, + Selectable -> False]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", + FractionBox["1", "90"], "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.880722, 0.611041, 0.142051], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.587148, 0.40736066666666665`, 0.09470066666666668], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.880722`", ",", "0.611041`", ",", "0.142051`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.880722, 0.611041, 0.142051]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.880722, 0.611041, 0.142051], Editable -> False, + Selectable -> False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"Small", ",", "Small"}], "}"}], "]"}]}], "]"}], + ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", + FractionBox["1", "90"], "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.880722, 0.611041, 0.142051], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.587148, 0.40736066666666665`, 0.09470066666666668], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.880722`", ",", "0.611041`", ",", "0.142051`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.880722, 0.611041, 0.142051]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.880722, 0.611041, 0.142051], Editable -> False, + Selectable -> False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"Small", ",", "Small"}], "}"}], "]"}]}], "]"}], + ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", + FractionBox["1", "90"], "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.560181, 0.691569, 0.194885], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.37345400000000006`, 0.461046, 0.12992333333333334`], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.560181`", ",", "0.691569`", ",", "0.194885`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.560181, 0.691569, 0.194885]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.560181, 0.691569, 0.194885], Editable -> False, + Selectable -> False]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", + FractionBox["1", "90"], "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.560181, 0.691569, 0.194885], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.37345400000000006`, 0.461046, 0.12992333333333334`], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.560181`", ",", "0.691569`", ",", "0.194885`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.560181, 0.691569, 0.194885]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.560181, 0.691569, 0.194885], Editable -> False, + Selectable -> False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"Small", ",", "Small"}], "}"}], "]"}]}], "]"}], + ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", + FractionBox["1", "90"], "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.560181, 0.691569, 0.194885], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.37345400000000006`, 0.461046, 0.12992333333333334`], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.560181`", ",", "0.691569`", ",", "0.194885`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.560181, 0.691569, 0.194885]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.560181, 0.691569, 0.194885], Editable -> False, + Selectable -> False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"Small", ",", "Small"}], "}"}], "]"}]}], "]"}], + ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", + FractionBox["1", "90"], "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.922526, 0.385626, 0.209179], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.6150173333333333, 0.25708400000000003`, + 0.13945266666666667`], FrameTicks -> None, + PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.922526`", ",", "0.385626`", ",", "0.209179`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.922526, 0.385626, 0.209179]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.922526, 0.385626, 0.209179], Editable -> False, + Selectable -> False]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", + FractionBox["1", "90"], "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.922526, 0.385626, 0.209179], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.6150173333333333, 0.25708400000000003`, + 0.13945266666666667`], FrameTicks -> None, + PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.922526`", ",", "0.385626`", ",", "0.209179`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.922526, 0.385626, 0.209179]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.922526, 0.385626, 0.209179], Editable -> False, + Selectable -> False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"Small", ",", "Small"}], "}"}], "]"}]}], "]"}], + ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", + FractionBox["1", "90"], "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.922526, 0.385626, 0.209179], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.6150173333333333, 0.25708400000000003`, + 0.13945266666666667`], FrameTicks -> None, + PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.922526`", ",", "0.385626`", ",", "0.209179`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.922526, 0.385626, 0.209179]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.922526, 0.385626, 0.209179], Editable -> False, + Selectable -> False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"Small", ",", "Small"}], "}"}], "]"}]}], "]"}]}], + "}"}], ",", + RowBox[{"{", + + RowBox[{#, ",", #2, ",", #3, ",", #4, ",", #5, ",", #6, ",", #7, + ",", #8, ",", #9, ",", #10}], "}"}], ",", + RowBox[{"LegendMarkers", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}], ",", + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}], ",", + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}], ",", + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}], ",", + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}], ",", + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}], ",", + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}], ",", + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}]}], "}"}]}], ",", + RowBox[{"Joined", "\[Rule]", + RowBox[{"{", + + RowBox[{ + "True", ",", "True", ",", "True", ",", "True", ",", "True", + ",", "True", ",", "True", ",", "True", ",", "True", ",", + "True", ",", "True", ",", "True"}], "}"}]}], ",", + RowBox[{"LabelStyle", "\[Rule]", + RowBox[{"Directive", "[", + RowBox[{ + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + GrayLevel[0], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> GrayLevel[0.], FrameTicks -> None, + PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"GrayLevel", "[", "0", "]"}], NumberMarks -> + False]], Appearance -> None, BaseStyle -> {}, + BaselinePosition -> Baseline, DefaultBaseStyle -> {}, + ButtonFunction :> With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + GrayLevel[0]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["GrayLevelColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + GrayLevel[0], Editable -> False, Selectable -> False], ",", + "Bold", ",", "18"}], "]"}]}], ",", + RowBox[{"LegendLayout", "\[Rule]", + RowBox[{"{", + RowBox[{"\"Column\"", ",", "4"}], "}"}]}]}], "]"}]& )], + Scaled[{0.53, 1.0001}], ImageScaled[{0.5, 0}], + BaseStyle->{FontSize -> Larger}, + FormatType->StandardForm]}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->False, + AxesLabel->{None, None}, + AxesOrigin->{0.9, 0}, + DisplayFunction->Identity, + Frame->False, + FrameLabel->{{ + FormBox[ + "\"\\!\\(\\*SubsuperscriptBox[\\(A\\), \\(R, 221\\), \\((10 \ +M)\\)]\\)\"", TraditionalForm], None}, { + FormBox["\"q\"", TraditionalForm], None}}, + FrameStyle->Directive[ + GrayLevel[0], Bold, 20], + FrameTicks->{{Automatic, Automatic}, {Automatic, Automatic}}, + ImagePadding->All, + ImageSize->Large, + LabelStyle->Directive[ + GrayLevel[0], Bold, 18], + Method->{ + "OptimizePlotMarkers" -> True, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}}, + PlotLabel->None, + PlotRange->Automatic, + PlotRangeClipping->False, + PlotRangePadding->{{0, 0}, { + Scaled[0.02], + Scaled[0.05]}}, + Ticks->{Automatic, Automatic}], + InterpretTemplate[Legended[ + Graphics[{{}, + GraphicsComplex[CompressedData[" +1:eJzt2Pk31H0fx/FKrqIs2SvZKiWKEJPoO9JUihYi2a6rEqFCSpmrRcYS0SRd +pRJFabdH953LbiSSkWU0ixkjdOtGydJVzD3fOef7/vwF92/zyzjP82XmeJzX +cY63/sEQl8OzZsyYoSx+wb+2Rs8Uv45gqkWWjT6ZjRhtzWpJPxohS3rXjCmR +SDSKRfs/jPFjNGJzf/cRP5/ECkSrjntrNWJFJ6rWd++awrqSYjH5GW+xzBda ++BuSt5MtLy2jNmB7jPw1c+NnkXdQ+u6l3HmDjfd8Eb+fDNlx6L87J1a9wV4Z +uhh4K80mTw0cki81fIOFGSuIf3wuWbgiXnjdtB47NLxQBu+YvDWSZiyVEz+f +T37kJvDWDWNg2iXpZSKREpm3Okbv39w6rNlqWoS33K3hxXhvW6Ut/n41clJL +aBBPrg5b6FQjfq5O/mVDPhn7uha7fyNvclykSY7eMUu9P7IWo29dKP4ALfIk +di6qT9zWqfivo03WvVVqs16lFvPhXKkeu6RHTvwYGuNQWIOZJywUPzcgqxzo +o36Jq8F8nYrF77+UrClyLut2q8EI37kh32RkrJAv9lR2Nt6Eb1xRRKuKP/Ll +pDf3Pah+C771Ce4/MqobwNdKlq7V7IB8k26SucpByDfz4o0w1o968KWPuz5L +G6sH3+acAR3mNAN85c5flTThm16ii13ZhHxztQcYlELkS7W/UI034asalFd/ +oKcWfIUU7Zy6VORb2ury6sxu5Hv5VLwW3oSvzesm6sueGvDtzKoYWhWJfLl/ +FY3s2YZ8Dww46FkpI1/tiYhrr+Y2ga+i9VlJE77UhW1WJYZN4Bt7MH5M9Tja +7yC9OPaUHdqvz59dE9R85Dtn9LKfyjvkO+JJMdHwRvsNZIcHtu9D+514vPyx +xx9ov9P8pkd4E77537Oo+ZnIVwHTo66RY4Dv7ZHfT+FN+M62NlfwWov2q2Lm +t4kiRL5OtQVhbtnI108+fGBvNvKddTrrnzJ7tF9bFYNF3oPIl2KyUDa+Dvk2 +qXt4JNxBvuuXN+Vu8+wE39RBnqQJX98sdeHZyk7w/X7GuFtzUSf47k6/b7V2 +fgf4GpImyjzp7eBb0pdcHVDXBr5D03uX7DjYBr5p6YuUknzbwDfqSUlr4eUP +4Hv7HydJE760Vbf6nw+3gm9Y8lhMO7UVfBsGvl3AG/ZbxRvb2cUE35Nq5to3 +Mpngu/vYdlP1UCb4qvTZ3lMTN+E74Xk56KkhE3wjR5dcSe9tAV8B7aNLYH0L ++MoOnSjrymkBX3ZfvHHjhw7wLb2VLWnC901y9i1XCvI1H91vpfW8A3wV6YXs +r2Xt4Jsp1zBT0RH5ajjUOC6IRb7P424WOhkg35N65YIkHeR7iJZg17oD+QYE +60ma8F09adEYVIh8z7aEp1LtkW/8phdX8CZ8v82hmQw/QL4rw/z9aoOQb3CQ +Ef0rCfmapwV8HSEh32sN6w9v6W8BX7dDnqEOaci3GpM7lh6OfFu91CLPOSLf +m4eUzRl8tN8Qu0WSJnxHS+JNcjawwLdk+le85iW039QnV1NCvdB+c/2Xn3nU +jnzdEz02lMu2g6/paZVLjlnIt0zrtO3lDOSb8V4YkNqIfJsTIiVN+HZ5T8sM +m3wAX//tpyPMipHvPDopDG/C14JqU5Gr0Aq+FaVTHwLakK9laPB70iPkO2qh +sgtvwtfrCydE0R/t9y5N8GzMjAm+M988I1ktZoKvTRRTtG42E3w76pYZOt7n +g+/AuI2kCd/78WYJExYC8PXT6oyufswH3zWMYrWrtG7wzXPZ4RVcxAPfV6pm +w7RgLvhW2xoxnr/noL8PboMebxs44OvGzPx1NJENvvIhbT/xJnwjv7hsuPP0 +I/j2aAaHGs37CL5nfC8E4E345mxQ+yy07QLfQVf3jO4JFvhm8w0qV1axwNfn +tE/PCnETviYWeSZVoSzwFdlVOrivZoGvWq2hkLSABb4ym+KOWI52gu8vi8tl +oqXI1/zlE0kTvnJv7djyVXzw7W1bm1Zhj3w/vpSnuw7xwLc9pXbmizXIdyN9 +p3PkVw74Jn9e/GzaDfmmtHXrae1Gvj4NiZXOysi3il9ZgTfhO72uct60JfIN +pvAdn6d3ge9vgqP2eBO+DLOkiKhOFvi+OkIJC0lBvko/z4cquiPf9P0VEQru +yHdyVO6Ay1gn+J7TD9niltYJvvJ7KlujjnWC79/e791u2iLfgn3l9Gs6AvC9 +S2qSNOG7nrLUujcH7VfodfZYnZIAfO2DTZ395/PBN1G1tdiI1A2+FmkLUq58 +QvudpFsJPB254JvRMX71rAMXfJ27iklJszng6zrVb4034TuW9SmIpMcG3/3/ +GbuRE4n2O8BOScab8I3bku61NQvtVwcLaNzl2wW+JAZDycGkC3y1//rpvEnc +hO8fJ/ZOmn5B+432XGC/rxrtV8c6eXSkGO3XcYXdn8wnLPC11NI+P1TaC74e ++eaSJnyf6kVv9130CXzPfLIZk93cC76C2KyLbfJC8K0xt24Oju4BX5234UqO +uQLwdY6Q33N7uwB8TWflD7RsEYBvXoYzbepPPvjevVcQjTfh+3qFT/1iXjf4 +Tpmcszil0Q2+qn1Ry/EmfF1XH63ZqsEDX8rtdfq7qrjgq3H/N6rteS74VtpM +KW8QN+Gryr6X6KrNBV+Td+/er2jkgO/gj9LJ/Ccc8O3nmepsj+OAr+GLch1d +WeT72UAgacK3f1X+5nkRveCryVx60SZfCL7L3J16dTN7wFdV5sbxvQbIV7/D +SpHuhnyn+cvUx7/ywXfjxBGllUN88KW1fd6caIB8i9R3SRr+f7P1PZhkhnz7 +DpO/PQ3jga99lrAXb8LXy/h6iTuVC779PYzkE/rIVzM3qty/nQO+hh9jlx8W +N+H7OPFnnJ0HB3xNWYOyz3ls8CUnz2jdncMG34cbv+s8O8wGXwdaJPfvoE/g +W2sXI2nCN1hj7+6CcrRf1o89gcxOtN+7Lyd1EiLQfsMPslbTepDv4vJ8ZZk5 +PeB7d95I0sZstF99hYmqyEy0X/aRgqrQduQbZ6wmacI3UG7NjXYKH3w1vv/r +JPYa7VdopOOPN+G7zXRzC6kQ7ffhngfFxgd4yPd60jqVFTzw9b5z8peyuAnf +88ZbrgTy0X6NqvNuZZdywTfNP0R3wQsu+K68ELzkcw4Xk94fpPcH6f1Ben+Q +3h+k9wfp/UF6f5DeH6T3B+n9QXp/kN4fpPcH6f1Ben/4f98f/gdGaXKu + + "], {{{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, { + EdgeForm[], + Directive[ + RGBColor[0.368417, 0.506779, 0.709798], + Opacity[0.2]], + GraphicsGroup[{ + + Polygon[{{23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, + 37, 38, 39, 40, 41, 42, 43, 44, 66, 65, 64, 63, 62, 61, 60, 59, + 58, 57, 56, 55, 54, 53, 52, 51, 50, 49, 48, 47, 46, + 45}}]}]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, { + EdgeForm[], + Directive[ + RGBColor[0.880722, 0.611041, 0.142051], + Opacity[0.2]], + GraphicsGroup[{ + + Polygon[{{89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, + 102, 103, 104, 105, 106, 107, 108, 109, 110, 132, 131, 130, 129, + 128, 127, 126, 125, 124, 123, 122, 121, 120, 119, 118, 117, 116, + 115, 114, 113, 112, + 111}}]}]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, { + EdgeForm[], + Directive[ + RGBColor[0.560181, 0.691569, 0.194885], + Opacity[0.2]], + GraphicsGroup[{ + + Polygon[{{155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, + 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 198, 197, + 196, 195, 194, 193, 192, 191, 190, 189, 188, 187, 186, 185, 184, + 183, 182, 181, 180, 179, 178, + 177}}]}]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, { + EdgeForm[], + Directive[ + RGBColor[0.922526, 0.385626, 0.209179], + Opacity[0.2]], + GraphicsGroup[{ + + Polygon[{{221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, + 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 264, 263, + 262, 261, 260, 259, 258, 257, 256, 255, 254, 253, 252, 251, 250, + 249, 248, 247, 246, 245, 244, + 243}}]}]}, {}, {}, {}}, {{}, {}, {}, { + Hue[0.67, 0.6, 0.6], + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]], + + Line[{1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, + 19, 20, 21, 22}]}, { + Hue[0.9060679774997897, 0.6, 0.6], + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798], + Dashing[{Small, Small}]], + + Line[{23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, + 38, 39, 40, 41, 42, 43, 44}]}, { + Hue[0.1421359549995791, 0.6, 0.6], + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798], + Dashing[{Small, Small}]], + + Line[{45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, + 60, 61, 62, 63, 64, 65, 66}]}, { + Hue[0.37820393249936934`, 0.6, 0.6], + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]], + + Line[{67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, + 82, 83, 84, 85, 86, 87, 88}]}, { + Hue[0.6142719099991583, 0.6, 0.6], + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051], + Dashing[{Small, Small}]], + + Line[{89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, + 103, 104, 105, 106, 107, 108, 109, 110}]}, { + Hue[0.8503398874989481, 0.6, 0.6], + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051], + Dashing[{Small, Small}]], + Line[{111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, + 123, 124, 125, 126, 127, 128, 129, 130, 131, 132}]}, { + Hue[0.08640786499873876, 0.6, 0.6], + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], + + Line[{133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, + 145, 146, 147, 148, 149, 150, 151, 152, 153, 154}]}, { + Hue[0.3224758424985268, 0.6, 0.6], + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885], + Dashing[{Small, Small}]], + + Line[{155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, + 167, 168, 169, 170, 171, 172, 173, 174, 175, 176}]}, { + Hue[0.5585438199983166, 0.6, 0.6], + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885], + Dashing[{Small, Small}]], + + Line[{177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, + 189, 190, 191, 192, 193, 194, 195, 196, 197, 198}]}, { + Hue[0.7946117974981064, 0.6, 0.6], + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.922526, 0.385626, 0.209179]], + + Line[{199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, + 211, 212, 213, 214, 215, 216, 217, 218, 219, 220}]}, { + Hue[0.030679774997896203`, 0.6, 0.6], + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.922526, 0.385626, 0.209179], + Dashing[{Small, Small}]], + + Line[{221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, + 233, 234, 235, 236, 237, 238, 239, 240, 241, 242}]}, { + Hue[0.266747752497686, 0.6, 0.6], + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.922526, 0.385626, 0.209179], + Dashing[{Small, Small}]], + + Line[{243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, 254, + 255, 256, 257, 258, 259, 260, 261, 262, 263, 264}]}}, {{ + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]]}, { + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798], + Dashing[{Small, Small}]]}, { + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798], + Dashing[{Small, Small}]]}, { + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]]}, { + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051], + Dashing[{Small, Small}]]}, { + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051], + Dashing[{Small, Small}]]}, { + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]]}, { + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885], + Dashing[{Small, Small}]]}, { + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885], + Dashing[{Small, Small}]]}, { + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.922526, 0.385626, 0.209179]]}, { + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.922526, 0.385626, 0.209179], + Dashing[{Small, Small}]]}, { + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.922526, 0.385626, 0.209179], + Dashing[{Small, Small}]]}}, {{ + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]]}, { + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798], + Dashing[{Small, Small}]]}, { + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798], + Dashing[{Small, Small}]]}, { + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]]}, { + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051], + Dashing[{Small, Small}]]}, { + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051], + Dashing[{Small, Small}]]}, { + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]]}, { + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885], + Dashing[{Small, Small}]]}, { + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885], + Dashing[{Small, Small}]]}, { + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.922526, 0.385626, 0.209179]]}, { + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.922526, 0.385626, 0.209179], + Dashing[{Small, Small}]]}, { + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.922526, 0.385626, 0.209179], + + Dashing[{ + Small, Small}]]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}}, {{ + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]]}, { + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798], + Dashing[{Small, Small}]]}, { + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798], + Dashing[{Small, Small}]]}, { + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]]}, { + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051], + Dashing[{Small, Small}]]}, { + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051], + Dashing[{Small, Small}]]}, { + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]]}, { + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885], + Dashing[{Small, Small}]]}, { + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885], + Dashing[{Small, Small}]]}, { + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.922526, 0.385626, 0.209179]]}, { + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.922526, 0.385626, 0.209179], + Dashing[{Small, Small}]]}, { + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.922526, 0.385626, 0.209179], + + Dashing[{ + Small, Small}]]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}}}], {{}, {}}}, { + DisplayFunction -> Identity, DisplayFunction -> Identity, AspectRatio -> + GoldenRatio^(-1), Axes -> {False, False}, AxesLabel -> {None, None}, + AxesOrigin -> {0.9, 0}, DisplayFunction :> Identity, Epilog -> {{ + Point[CompressedData[" +1:eJxTTMoPSmViYGAQBWIQfamJEUh+sLc79LRPYMJp+2Y9XTB/6trKu23zTtv7 +M/z9////Z/v0u4urxJ6etueIjwXK/7DPv86xUzzktP3mooOW9/3/2tdpCi7R +PX7SPlAzTXxdO5PD7ldz8it3nLD/9ugNUD+zg045k+aPy8ftd6gFKcXwszgE +8j2Kqfc8YV+ozQs0j8PhW4Tqw/2Fx+2T30syg/gvg98K/4k8bn9MmRMoz+MQ +2GQ17Yz3MXuZbXP2/P/P72D7mH9CzP+j9ufM/v0H8a+ZzLzfc+CovYeWDFC9 +iMP9m6oJsfJH7SV9DgPlRR3yXiw0tWU8ar9w2vof3/6LO5QoPhTe1nnEvt9d +EmiBhEMhY/R+jfQj9uaTQeEh49DBzO/29tJh+9g7fYe+dig4WCosE5t25LC9 +UackUF7JQam5RNyl7LB9nM8WoPnKDgp7FZQtPA/bAwBu+ZJc + "]], + Point[CompressedData[" +1:eJxTTMoPSmViYGAQBWIQfamJEUh+sNdom542wfq6fbOeLph/LqjghkTadXt/ +hr//////bN/qccxH6tF1e474WKD8D/uJoqEPPbKu228uOmh53/+vfUFbpH3I +gav2gZpp4uvamRzOVk8Miv9wxf7bozdA/cwOcyYK1Sn/vmy/Qy1IKYafxSEh +qGnC/rYr9oXavEDzOBw23+sJfvrksn3ye0lmEL/uYP2zdQcv2x9T5gTK8zjM +M+KQv7Djkr3Mtjl7/v/nd/CqW60osOSS/Tmzf/9B/BcLW0QOB1yy99CSAaoX +cYg2tXl9/O9Fe0mfw0B5UYcrqVaafP8v2i+ctv7Ht//iDu2XtzPNrblo3+8u +CbRAwkHWmL+pP+iivflkUHjIOOhuyvQ7e+WCfeydvkNfOxQcWvV9f1n+uGBv +1CkJlFdy0MzSj3269YJ9nM8WoPnKDvwdUw7zzbpgDwBAvJYO + "]], + Point[CompressedData[" +1:eJxTTMoPSmViYGAQBWIQfamJEUh+sI/a0VPjXfnAvllPF8x/IvtQKXjnA3t/ +hr//////bF+WnffV3/uhPUd8LFD+h31Py7zqAoaH9puLDlre9/9rX1LFfzT9 +wT37QM008XXtTA4X1zgEzNh31/7bozdA/cwO0lLV7eE2d+x3qAUpxfCzOFy/ +r3GghOGufaE2L9A8Doe9pxQCeIDyye8lmUH8CacjDHe+uW1/TJkTKM/jcPzO +HWdfu1v2Mtvm7Pn/n99B6Yt9Y1TILftzZv/+g/g9G4PvzVhx095DSwaoXsSB +4cN0nWPzb9pL+hwGyos6uOz29m1be9N+4bT1P779F3eIbfGs/7/shn2/uyTQ +AgkHw6r/K6703LA3nwwKDxkHmz+RbF0fr9vH3uk79LVDweEw36u7ucE37I06 +JYHySg7LRNIO5d2/bh/nswVovrJD7IElR0RfXrcHAGy0mN0= + "]], + Point[CompressedData[" +1:eJxTTMoPSmViYGAQBWIQfamJEUh+sBe9Pqlm2rkn9s16umD+vi2nZnr0PLH3 +Z/j7////z/ZZ3V1fLuo+teeIjwXK/7D3PWYhOevmE/vNRQct7/v/tS/sVf+6 +ZPkj+0DNNPF17UwOj2x0fO9dfmj/7dEboH5mh5o5d/OePXtgv0MtSCmGn8Uh +fc2tP/E5D+0LtXmB5nE4TN33auYUvof2ye8lmUH8hbs4JolufGB/TJkTKM/j +cC/PcpPk6fv2Mtvm7Pn/n99hsULTW5PE+/bnzP79B/ELz9T7P++8Z++hJQNU +L+Jw4VhqL2/0PXtJn8NAeVEHyRY7la7ue/YLp63/8e2/uMM/n6j1V07cse93 +lwRaIOHgHvc1bkb+XXvzyaDwkHEINrt0ODrpjn3snb5DXzsUHCZEMK8oUrpr +b9QpCZRXcmjnLjrgUXLHPs5nC9B8ZYfuxX/4vyrfsQcAi2Cbfg== + "]]}}, + Frame -> {{True, True}, {True, True}}, + FrameLabel -> {{ + "\!\(\*SubsuperscriptBox[\(A\), \(R, 221\), \((10 M)\)]\)", None}, { + "q", None}}, FrameStyle -> Directive[ + GrayLevel[0], Bold, 20], + FrameTicks -> {{Automatic, Automatic}, {Automatic, Automatic}}, + GridLines -> { + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& , + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& }, + GridLinesStyle -> Directive[ + GrayLevel[0.5, 0.4]], ImageSize -> Large, LabelStyle -> Directive[ + GrayLevel[0], Bold, 18], + Method -> { + "OptimizePlotMarkers" -> True, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}}, + PlotRange -> {{0.9, 10}, {0, 0.6795279091754315}}, PlotRangeClipping -> + True, PlotRangePadding -> {{0, 0}, { + Scaled[0.02], + Scaled[0.05]}}, Ticks -> {Automatic, Automatic}}], + Placed[ + Unevaluated[ + LineLegend[{ + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]], + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798], + Dashing[{Small, Small}]], + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798], + Dashing[{Small, Small}]], + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]], + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051], + Dashing[{Small, Small}]], + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051], + Dashing[{Small, Small}]], + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885], + Dashing[{Small, Small}]], + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885], + Dashing[{Small, Small}]], + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.922526, 0.385626, 0.209179]], + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.922526, 0.385626, 0.209179], + Dashing[{Small, Small}]], + Directive[ + PointSize[ + Rational[1, 90]], + AbsoluteThickness[1.6], + RGBColor[0.922526, 0.385626, 0.209179], + Dashing[{Small, Small}]]}, { + "\!\(\*SubsuperscriptBox[\(A\), \(R, 221\), \((0 M)\)]\)", None, None, + "\!\(\*SubsuperscriptBox[\(A\), \(R, 221\), \((5 M)\)]\)", None, + None, "\!\(\*SubsuperscriptBox[\(A\), \(R, 221\), \((10 M)\)]\)", + None, None, + "\!\(\*SubsuperscriptBox[\(A\), \(R, 221\), \((15 M)\)]\)"}, + LegendMarkers -> {{False, Automatic}, {False, Automatic}, { + False, Automatic}, {False, Automatic}, {False, Automatic}, { + False, Automatic}, {False, Automatic}, {False, Automatic}}, + Joined -> { + True, True, True, True, True, True, True, True, True, True, True, + True}, LabelStyle -> Directive[ + GrayLevel[0], Bold, 18], LegendLayout -> {"Column", 4}]], {0.53, + 1.0001}, Identity]]& ], + AutoDelete->True, + Editable->True, + SelectWithContents->False, + Selectable->True]], "Output", + CellChangeTimes->{ + 3.7963556632505293`*^9, {3.7963559503031063`*^9, 3.796355981714513*^9}, + 3.796358619639656*^9, 3.796359604846414*^9, {3.79636091469956*^9, + 3.796360961447772*^9}, {3.796361067069727*^9, 3.796361153041625*^9}, + 3.796361800359098*^9, 3.7963647147688723`*^9, {3.796364787820303*^9, + 3.7963648111307383`*^9}, 3.796364910033362*^9, {3.796365036975852*^9, + 3.796365062637136*^9}, {3.796365401878475*^9, 3.7963654145291*^9}, + 3.7963683025239477`*^9, {3.796369013530219*^9, 3.796369104068836*^9}, + 3.796541688063259*^9, {3.796541721508047*^9, 3.796541756784769*^9}, + 3.796541900396283*^9, {3.79714188944748*^9, 3.797141895183079*^9}, { + 3.797155435748555*^9, 3.797155456444024*^9}, 3.799980342435835*^9, + 3.799985612459578*^9, 3.799985910989339*^9, 3.799986807570794*^9}, + CellLabel-> + "Out[1005]=",ExpressionUUID->"3e9414ab-8165-404d-aaeb-20abf3509e82"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"Export", "[", + RowBox[{ + RowBox[{"ExportDir", "<>", "\"\<2toneAr_starttime_trans.pdf\>\""}], ",", + "lp"}], "]"}]], "Input", + CellChangeTimes->{{3.794725716340115*^9, 3.794725735561653*^9}, { + 3.7947423001081963`*^9, 3.794742301979048*^9}, 3.79474399303325*^9, { + 3.799980361827598*^9, 3.799980365071836*^9}}, + CellLabel-> + "In[517]:=",ExpressionUUID->"1f7b308e-be65-44b7-adfd-ffbde361075a"], + +Cell[BoxData["\<\"/Users/xisco/git/rdstackingproject/plots/2toneAr_starttime_\ +trans.pdf\"\>"], "Output", + CellChangeTimes->{ + 3.794725736573032*^9, 3.794725788738686*^9, 3.794740165048003*^9, + 3.794740462718883*^9, 3.79474230320823*^9, 3.794743993747551*^9, + 3.794802950945726*^9, 3.796095637564809*^9, 3.796355488448325*^9, + 3.796355600651658*^9, 3.7963556667400217`*^9, {3.796355988319203*^9, + 3.796356017277766*^9}, 3.796356125843184*^9, 3.796369107629156*^9, + 3.79654191403687*^9, 3.797141900910408*^9, 3.797155458161366*^9, + 3.799980366329817*^9, 3.799985614282729*^9}, + CellLabel-> + "Out[517]=",ExpressionUUID->"fbaaa07d-693c-4fa8-b4d5-9debc4f0d2af"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{ + RowBox[{"pl1", "=", + RowBox[{"Plot", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + "fit2110n", ",", "fit2110n1", ",", "fit2110n2", ",", "fit2115n", ",", + "fit3310n", ",", "fit3310n1", ",", "fit3310n2", ",", "fit3315n"}], + "}"}], ",", + RowBox[{"{", + RowBox[{"qq", ",", "1", ",", "10"}], "}"}], ",", + RowBox[{"PlotRange", "\[Rule]", "All"}], ",", + RowBox[{"PlotStyle", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "3", "]"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "3", "]"}], "]"}], ",", "Dotted"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "3", "]"}], "]"}], ",", "Dotted"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "3", "]"}], "]"}], ",", "Dashed"}], "]"}], ",", + RowBox[{"colors", "[", + RowBox[{"[", "2", "]"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "2", "]"}], "]"}], ",", "Dotted"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "2", "]"}], "]"}], ",", "Dotted"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "2", "]"}], "]"}], ",", "Dashed"}], "]"}]}], "}"}]}], + ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"PlotLegends", "\[Rule]", + RowBox[{"Placed", "[", + RowBox[{ + RowBox[{"LineLegend", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + "\"\<\!\(\*SubsuperscriptBox[\(A\), \(R, 210\), \((10 \ +M)\)]\)\>\"", ",", "None", ",", "None", ",", + "\"\<\!\(\*SubsuperscriptBox[\(A\), \(R, 210\), \((15 \ +M)\)]\)\>\"", ",", + "\"\<\!\(\*SubsuperscriptBox[\(A\), \(R, 330\), \((10 \ +M)\)]\)\>\"", ",", "None", ",", "None", ",", + "\"\<\!\(\*SubsuperscriptBox[\(A\), \(R, 330\), \((15 \ +M)\)]\)\>\""}], "}"}], ",", + RowBox[{"LegendLayout", "\[Rule]", + RowBox[{"{", + RowBox[{"\"\<Column\>\"", ",", "4"}], "}"}]}]}], "]"}], ",", + RowBox[{"{", + RowBox[{"0.53", ",", "1.001"}], "}"}]}], "]"}]}], ",", + RowBox[{"FrameLabel", "->", + RowBox[{"{", + RowBox[{ + "\"\<q\>\"", ",", "\"\<\!\(\*SubscriptBox[\(A\), \(R\)]\)\>\""}], + "}"}]}], ",", + RowBox[{"ImageSize", "\[Rule]", "Large"}], ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"FrameStyle", "->", + RowBox[{"Directive", "[", + RowBox[{"Black", ",", "Bold", ",", "20"}], "]"}]}], ",", + RowBox[{"LabelStyle", "->", + RowBox[{"Directive", "[", + RowBox[{"Black", ",", "Bold", ",", "18"}], "]"}]}], ",", + RowBox[{"GridLines", "\[Rule]", "Full"}], ",", + RowBox[{"Axes", "\[Rule]", "False"}], ",", + RowBox[{"Filling", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"2", "\[Rule]", + RowBox[{"{", "3", "}"}]}], ",", + RowBox[{"6", "\[Rule]", + RowBox[{"{", "7", "}"}]}]}], "}"}]}]}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"pl", "=", + RowBox[{"ListPlot", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"Drop", "[", + RowBox[{"datafit2110", ",", + RowBox[{"{", "4", "}"}]}], "]"}], ",", + RowBox[{"Drop", "[", + RowBox[{"datafit2115", ",", + RowBox[{"{", "4", "}"}]}], "]"}], ",", + RowBox[{"Drop", "[", + RowBox[{"datafit3310", ",", + RowBox[{"{", "4", "}"}]}], "]"}], ",", + RowBox[{"Delete", "[", + RowBox[{"datafit3315", ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", "1", "}"}], ",", + RowBox[{"{", "7", "}"}], ",", + RowBox[{"{", "4", "}"}], ",", + RowBox[{"{", + RowBox[{"-", "4"}], "}"}]}], "}"}]}], "]"}]}], "}"}], ",", + RowBox[{"PlotStyle", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "3", "]"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{"colors", "[", + RowBox[{"[", "3", "]"}], "]"}], "]"}], ",", + RowBox[{"colors", "[", + RowBox[{"[", "2", "]"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{"colors", "[", + RowBox[{"[", "2", "]"}], "]"}], "]"}]}], "}"}]}], ",", + RowBox[{"PlotMarkers", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"markers", "[", + RowBox[{"[", "1", "]"}], "]"}], ",", + RowBox[{"markers", "[", + RowBox[{"[", "3", "]"}], "]"}], ",", + RowBox[{"markers", "[", + RowBox[{"[", "1", "]"}], "]"}], ",", + RowBox[{"markers", "[", + RowBox[{"[", "3", "]"}], "]"}]}], "}"}]}]}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{"pl", "=", + RowBox[{"Show", "[", + RowBox[{"pl1", ",", "pl"}], "]"}]}]}], "Input", + CellChangeTimes->{ + 3.790687525253502*^9, {3.790687557253933*^9, 3.790687626971509*^9}, { + 3.794719124299356*^9, 3.794719146529956*^9}, {3.794719180837043*^9, + 3.7947191812895803`*^9}, {3.794719305404557*^9, 3.794719337912737*^9}, { + 3.794721676616198*^9, 3.794721757729083*^9}, {3.794724859435648*^9, + 3.794724871790597*^9}, {3.794725118644602*^9, 3.794725128522792*^9}, { + 3.794725191243411*^9, 3.794725307093557*^9}, {3.794725563587913*^9, + 3.7947255660669003`*^9}, {3.794725621167235*^9, 3.7947256582695427`*^9}, { + 3.794725692370412*^9, 3.794725727205797*^9}, {3.79472578245535*^9, + 3.7947257864266376`*^9}, {3.794725889374425*^9, 3.794725902858295*^9}, { + 3.794739474434404*^9, 3.7947395084574623`*^9}, 3.7947395603435717`*^9, { + 3.794739686714759*^9, 3.7947397191384478`*^9}, {3.7947403874163218`*^9, + 3.794740387705484*^9}, {3.7947404250313663`*^9, 3.794740453903274*^9}, { + 3.794744222356772*^9, 3.794744353459815*^9}, {3.79474439946644*^9, + 3.79474440456758*^9}, {3.794744645377489*^9, 3.794744722859313*^9}, { + 3.794744758122776*^9, 3.794744821780858*^9}, {3.794744955065797*^9, + 3.7947450145192633`*^9}, {3.794745138271893*^9, 3.7947451494360533`*^9}, { + 3.794745921578874*^9, 3.79474592686471*^9}, {3.794745958139057*^9, + 3.7947460040466757`*^9}, {3.795926735584828*^9, 3.795926750001438*^9}, { + 3.795926840980708*^9, 3.795926881973667*^9}, {3.795926984285624*^9, + 3.795927057185601*^9}, {3.795927187424131*^9, 3.795927317963451*^9}, { + 3.7959273653070593`*^9, 3.795927469071863*^9}, {3.796093853986225*^9, + 3.7960938586558657`*^9}, {3.796095688977612*^9, 3.79609569932408*^9}, { + 3.7963537791482573`*^9, 3.7963538796906757`*^9}, {3.796353923335805*^9, + 3.796354047748303*^9}, {3.7963542856641607`*^9, 3.796354300985607*^9}, { + 3.797141926660842*^9, 3.79714192682101*^9}, {3.797155474433301*^9, + 3.797155474534088*^9}, 3.7999804100318727`*^9}, + CellLabel-> + "In[1006]:=",ExpressionUUID->"78c1145e-07d0-4aff-b413-821fb832bd7d"], + +Cell[BoxData[ + TagBox[ + GraphicsBox[{InsetBox[ + GraphicsBox[{{{GraphicsComplexBox[CompressedData[" +1:eJxV2mkglO3bBnAJZSmK7Nmmoqi02OW6iUJCoiTFUzy0ECWPKKQsyUhlS5Kd +JPtOGaLsu5lRtpAoyk6I1/uh6/T/0vLFjdHvOI9jEr9wzciakYGBoWfll/// +nT5+fB8Dwxha+ePLbZdt1fbvDtEJa51AQdq2W5tTYpD4P9aZ7APTaCwwsCLW +Kx0VP2LafJ8yhzxr+9dOq+ei+A0sB6ICF5Dshl+mvySLkMT9oLiQZ0to4Hfe +pgKOUpQ47+SjXcBABAw1dqfGliHvvYN9BzUYCc9NeUvfSt8jjgA/0YmKtYS9 +ctfvt68q0bD1E9PM3cyEU9fz1uuGHxFXiaVSTw4LMWPv+DxkrgqRH4Xyckqs +J5QF1mRL2NSgLP8/rZx+rMTlA/OGp3JrkTjjTiUPDnbCI/pq93GWejQ4Uxwx +5sxBCO4w7W/Y1YCmbbjjm5Y3EJ0ajqm7jRpRKkMk+e5dTiK+/rOjgGwTMmf/ +oBThxEWMStEChhKakJ9xNMNrhU3Ej8/FOdFbm5GFeVplyegmYtObJk0nn2Z0 +Njaqmzl7M+Gq/bpDcrwZSd9Ossl34iakq74nPDjZghJ4Bn5e2slDFIgHmvCn +tCCtH4w1J0d5iLyg3LIcxlYU5GkSpxa/hfhdI9z1zbAVpb2ijDw+zUvwNO0b +in/Wiia4NvoLC/IRPxVuk28PtKIv8o+2JzfyEV7zjFXVO9rQdMQEz5VgfiLj +ZfvopittqOuJvVOoiQARzD7b8i6lDV3TEWkpZxUkkn2sKk3725CkWsa9HfWC +RBDzj/iBre3If/zmgYf3hIhFB34WTqN2RFE0PmkqL0zsvP6eYLrXjoTf8Xw0 +nxMmyArBZz/ltiMSI6vShTdbicKugF+a/e3I4H7PUpSjCEHJy3Vx3ExFOyqH +yzulRIklb53MVFUqanrGMevVKUrE6ekRt6yoyJDqhzIMxIjzZLr7JJmKNqIE +r5cpYoTelT+1O7OpqPtD1rVdG8SJjOPfcyc6qCg8vC542E6ceBFk8Yu8REXJ +OgxKO6vECSa90rc3RWmoRmC7L9MuCcJ1v7vvZ3Ua0qi+aGzpLUHEGBRca7Ok +ofjytDNj3RIEzxbmyN3uNMT/+ft6YYJEyA+bh45F0lBfC6FQFUEieIzPqaUV +0FClOvX38jKJuC/GlhpBpSHvR45vay+NI0uFoV0nwp6iXUfv3Gk+O4VkeVqP +PZ1LRsb+D/mt6klEYl9644ePNJRGsZj9mjOGemuCXr3+dB/tUX5wMSdsElVV +ot0hDgno+Z5BSd4cEjG4b7vKYQoNmZ+/dy9TZALJpmXHTTY9RxyDsqxZgyTC +fkBNQamRhg53nOK5Ybby71OmxLkh5CbKOPCImiA3iRheBg+6hcahd55P915L +IhHKD3xHXUtoaMzZNVqtYhxxmbM0rWkIQ7KK3Vzsn0hEwX677V61NDT09N6a +M5Mkgj3nIsdICw0FWrfEKu0eQ55/hiUq5q2Ro+zmoCimSRRZbs/OEBeLmnZe +zhaKIRFC7yMlQopoSHntzB7msHE0VibJ+awwBGl8yQnObyURX8ieaxOqaWhe +1cybeZREJL+clOJupiHq99Q7qb9JxNdrTn3v22goW5rreyTvytczdsNNb+8p +1JLWOiI4MoHadD0P35eMRWfcTabHX5AIkaq81phCGrKsPuBs6zmOHNjbudVT +glGtXDSV3EQirM70s+dV0dC9x1ofPw+TiF65sRM7mmjIAoWXes2QiP1ZrAL0 +VhrSDy1ToS6SiCp7im16Ow192JhO1mdfef7+wklF3SOI0f6gUEfPBKLYndIz +Go5BUVLHeM9FkgjBi582Sa08/3pqi4DgzXEkq661X008GHH1hszONZAIpHLe +WW3l+VUqKkNHhkhEFy9nffrK6xU/TO4dnSIR3/pFhS6sPP8JkW+uvkAi8jwW +3yitPJ9tpFbwyhKJaKx5v3n7ys/XKn+rxrZaY38ZutVPEbMvsb+UT6OMaclv +sL+manQjPqcc7K+LfoWtyO1C7G/vmtoyEbd32F+ue2LpRyzBX2KkOHnZA/xN +XcO4JHQZ/GVZY7zoywX+WlrzfL5bAP5KLb8c0ZUEfxN/1uwVdgZ/96t0OwlV +1WF/C0TXqTWN1mN/q3hzemN4wd9kXzGdjdzgb+H7fVn3H4C/sS2Uj71rwF8p +4bb/5K6Av6H+LqnGVPD3P5SntKAI/qoViLMmPQJ/ZU6dPqc61IL9dU6lOGjJ +g78tjEkjhe7gr9XjgBcS1eAvh0bN3lE28Fc61naSrA/+aqcoaXmSwV+9tvUR +ZyvBX+c692nW5TbsL9PxH/+a7Qd/x2JPNjpeAH/rotiOGgaDv7sIKm8jBfzN +kc+KmvvZjv1VjGURIfjB38cb2ddvReDvEhvd76kN+HvEj9eC/hD8PSdVe+5F +Jvi7NO9UrtIO/n46baCqPE3F/no+X0tK5AV/W9ZRxwoOgr/3W40KDpwAfxvk +bm5nvQb+bj4/UTbyAPy1klJh/J4I/npO6KvxHXmM/aV4lVgUCiRhf+cWUmTI +4eCvZ/ptVn0RL+xv75nmPPfoOOyv33CYr9ZjGvb2UFrByPuXq7ytaH578/l1 +7G3ToRc7d7fFYG859jzXe06mYV+LPOITdkWCr2nqe1jPxIGvDGJdMiw9F7Cv +vYZedT7D0dhXv/zcxxUPadhThzsd18wjwFM1v9blwBjw9OzmdFaJhFWeCh/r +Psh4Ensq672mc+l6NPY0nsmjju5Pw36Kn//zy+kZ+KlIDgh7FQ1+MgW6pRyK +Bz93Xv26gyVxlZ+eG1M1eQ5jPxnsxmouK0RjP91MvzZeWHneXy/96ip41zwD +L3vXO9fIR4OXp34IXKiNAy8vCPmJBSeAlw0hNcIuif/jpYtp3hXspVhsOiej +WRz2MiiG7/2xtAzsZbLpr5wWzjzs5VCtgA6lFe7V3vHYf05Ewb26Xt9jI/dX +8JIin2HctAxeHrxRMG0xDF72FfannAsCLwNcGs6+UqzGXmofuHBrPhG83OWy +83rQFHjZwLxw1FMT7lVPmVd+9TZwr07Z73EpJIOX0dxhEduOg5figbdt9MrB +y/1f82IslcDL+UP1m7JjwMvzLN0sC+wt2MtuQ9HN/Pbg5d6H8zEPKsBLopZ7 +x+6tcK+6Drvo+F8BL41flPQ/ygEvXbqv3KEug5fzWSqWiRrg5cEXGkMhvuBl +39Ucyz8fwUsmJcqYyZp27GWq2mnjUlW4V2eCtRLeO4KXF9QPZIXGgZeGTVsd +rGjgpbbb4aoiZir2sk6+0Oi7HNyrFZcCNAX+AS9z/cku7Q/Ay1LODqeTOeCl +kf6Aotsn8HLtDdaN2ow07KXaDl3hXkka9nIPsRdl6sC96lQ994PLDrx0CIv4 ++SsAvIw7le8h+Rq8jIzUXEevWXWv6lYVXfsGXsbzd5gcY6GDl7fv8j0cCsFe +RicMK9jRUpD9XM6Xo0azyJbyLZL/Zjb206g65zrD7Co/B+N1WMN8sZ+UfWlx +r4kkVCVDrt75fAbZakSHqfFnYU81XbN+Er/gniWYCuJYPkRhX6MFK++mLa3y +NThxr2SQC/ZVliEgrsY0AU0dufU2As2gKoU3mZutM7G3lwZuBJr9gPu2N1lQ +6eWtCOxv3le5hI55GhJMtv1kyrny9ZcXftyw/jH2+NKOZ5wejHTwuHOG34v3 +EvbY8uBZ3Vvm8YjN+JpC66YZFE2qi5Jiy8Q+pzXcy7YehvuX4OsX1FMOx16f +iJIMG52jIauDA7aifSsfn4nvgfFIAPabJ5/bKIyBjv22r1cqtmaig98VkfxW +5mew3w5cyymsnXEo1Oyy06/5aTQ0IHv6TGcG9vzZw5+fLg/BfcwQ6jDdwB2G +fU82rpacXXk9H8yLZ3jVrnz8fx2chLT9sfc+3Sc54pbB+/PUMN/ra+nY+38d +n6eYMtPB+96LKrs9dbD3nvYl9UrP41Bn17cnd35No+Ttso5mlRnY/0K7xpOj +3+B+Jly0UqrcQ3EezLyabXdb+fwiuygnD1JWft48srTlxv1wPnzaltwotQz5 +4NK5vW1u5fX7mw/sAw4qPSvfv7/50LRcsr5l5fNdlQ+8V9JtcD5oNpZ8+X4J +9ozerqJaMTvYM7Rd2CIEz8CeIRMoqrX5H8iHoElt+g0byAcisJNc2AX5IJKS +Z/dmXQXOB4q/6yPRRcgHqdE1T/VeQz4I9p41MzwL+ZDBodK3rwnywc/cfksd +qQ7ngytbKXP3LcgHNeNzb/xiIR+Sj6LMrnrIBzlFl6+J1yAfvIZb1vcOQj6s +/eLyc9oC8iFwunvHaDXkg3anCFuJHORDEusedb5nkA8pKT7qLmOQD3uULpv2 +60A+jCqQSirDIR/89Cgzon2QD6HBPEFPd7fhfMhjyif96wD5sJ7JZn5/LuQD +f6ynw+lpyIcXiUqnTfdAPrif33Hz2CXIh8OeZ7c0voB8cOFwL93SCPkg5BLN +qcZIxflwINyMZ2wv5EOJkBfNygLyYWKWvK7nAeRD5r5m16+ZkA+xt6yeRnyG +fOh80/Yv0xoazoerqb/erZGCfPBTcz5Srwf5cHqfvl+PHeSDS1FvgUMQ5EMI +y1Lno3TIB5shBj+OesgHGfuEyckfkA/SbrUNzevoOB9a6qM1e7dDPsh+9hKW +loY9w1Km3dfgA+wZAtG3Yxd46TgPxPSGNJiMYM8wbLjCE3QQ9oyJhzG3r3HS +sf/RJMcgCSPYM2TLFW47i9Cx/xTRVwxZi07Yf1vpnBj907BnaKi7f4plp2Pv +GYx7zDVOwZ6hwSMtVyxIx763rZty3y0BvntyVhJ1prBnCA8kuVRcgD3Dvdaw +r4iVDnuGYLcB21HYM1Ib3k5/5qdjv4/dfe1tJAZ+P/41Z7tu2yq/zwRfLfYz +wX7PcSf+MzgYA/e33frbH9bTsdeUQy/l3inDnvHUNfHnDz469jk2gDnOSpSO +fRbzbAoRJIHPaWL+c5PbVvm8MWGrQYwW9vnqzYjRgGTYM5ocdfforTz/r8eW +RKydRfZT7HFjvlzzjZXn//XX68b28NGV1+uvv5ZPPm2OlwB/B+L2F97ZBv6W +LDJKXt7+P/6+c94K97mhyHFFQ4Mk7K+5/JDTjFke9rdXtuszLf0d9vc7X/hV +/epy7G/UEXm2+PFK7K/RwrTAG6cq7O/vXJ71knU12F9j7zbFhqo67K83WXeR +atuA/c3UZCraN9uI/Z0JL+Qsi27C/lp6hy7K7G/G/kYq9t3eT2nG/hrF6cj9 +UWjB/sYrm7D0vmnB/qoab2zi42vF/g7JhsgxO7Zif/t6so5l1rRif1PauvQ/ +8bVhf+cPRSlst27D/nLc/ON76nUb9lc+1TpWa6gN+xtEYjjxZXs79pf3TTEl +6mw79jdYKuI2H7kd+5vyNVLmTmk79tdwJOhx/o927O801zbHLn4q9nddjHzR +cw0q9tfH/U2/nQ0V+5vRbrv1EJmK/fWWk6nJTKNif7eIvwj8Wk/F/i5L7eAT ++An+xnOVpmax0bC/CrYHlA6tePnX36c81YcfatCwv4dPvXghf5aG/bXV0qTV +OdGwvxt2vrqR+BD8Ja752ZrHgb/OzGIP4gvB3+NcPY/D6sFfq/iponN94K81 +7XgowzT425gcPvZs5d7+6y89Rc5sccWLv/4GRT0o89oJ/opkHLl6VAX8jVa6 +Y0AmhWN/g9pu5X0lMvF97nJRNUoopwh7LPQ7xsJtP3jM0Khs2e/thz3OmCq9 +rsn6Bt/nV3MbHWueFmCfnb815DPtoWOPg/z1+gflwWOGdx+E+rLhHqcMhHT4 +H0zB93i4c4zSPdd87HPjLcmdldJ07DHfjMW9rIPgsZl80H1+pVUeixxQ/FFt +iz1WlLokuPw+Gd/bYqW3G31/5GGf/+TUG8bvomOPI3br64YdAI97bjqyMyiC +x/TOYwayyqs8/o/Zr6TNFHtsK+O2S4YtGd/TTMecpK7H5WGfdWu5o7lXnvfX +Y+N6uSusB8Bj8pIO+YYCeJxzOMMjXgk8Pqn532Sx8iqP9e1mlD9pY48dBPiN +e1KT8L0cYKIkoO6Rh32e4/eXr135efnr8eLLxcvl+8HjmWMfD+1WAI8PcD3x +Pa8EHoudbNjhrAwe18nr5K5R+R+POdhdzmGPPaUGGE7thntY8/BIkchiFva4 +btf3d0fLi7HH803SRveCyrDHlp1b/J4OVWCP5xMX9b57fcQez5Q0Jzv3V2OP +bRvpDCJfarHHP2XWuW/1rMce64UwHu3fAB7nCJuw+MqAx4GNE+ObSpuwx2x+ +sw9n9cFj1//0Hk1UNWOP2c6a3HNRB4+D7mUrmq74/Nfj+cjQj4ms4PEyPaM4 +yRo8tpy7P5CY04o9DpxcfHVrLXicQl4ySNAFj/28eG4u+YLHhxWrDTwr27DH +wz/F8+Ln27DHC3xG6lukwePd7epTg2fBY48Nci+1fMDjQA1pDrbMduzxzEjv +GnF6O/Z4MXyDxKF5uIfPmls0fRUGjzf7rZ8nVMDjI6fP8B4/DR6XXGyanb8B +HlMekkSVyavu4crL0VuS4B4W78g+PPIW7mHlgQtce1vhHvbmKAziHoZ7uNox +fPnOIuwlS40hIXe5wGOvb8nb95HAY0+F3qiWA+BxskzvLzYt8FhgfcSCjTF4 +vMtEOpx2Ae5hmrojd4cj3MP+8eFPtDxgL7kQlXIxjrxqXz7WUHzA5hHK0PeW +eCw5j1zmbf5tDy9F/drHfgjw/EHJewMvNhq+R+ZRIqkPGBkI+qJJHJPmB+xz +x7mBfD8f2E8YhnezpYneQfK/NCPYnH6jucbNlz3y3yLN11Kc5icWUdC89oep +m+XIrnfwjrHBMioYENTmjqjEXj9UXNYZ8YJ9Onhzwjoh/1X7iWpsgFHBFeRS +uu3UUcHfaOACufGf0hLkZM4n/ufXAhpQdUoKYSpH2lnFXDenlhBdu2zsmEYl +9tsgRkVZ8C7s1zTOLrGTfrBfiyzfdex9uGq/DihuODhuhiKSeHKsR+eQla/1 +BSf1EsSRuzHleOkCop7yyeivKUNyQjvMmD8uoQ8nlXLTtlRiz9m63inJesK+ +PVC8oGrvC/t23Y4u9iV/2LfJS0pK5QGr9+1cQQ8/XZTynKN/ijqHUgXMppkZ +S5DpP/4/pxMX0NCkkE31mzKUavDZ/XjGEvL3Dp+VXa7Avo/zciwUecD+LX8r +JnDBB/Zv/8kXLwL8YQ8ZUt106UQA7N8jP7j69pNX7d+UIvtJI2WUFeLnWlI7 +h1xYGlpk+4qRu0IVV03EAkrdINEh/bIMfRuWezwev4QUL15SGpyswN4LdbDr +eXrAPt4WaShV7gP7uOe6CNpJf9g/QgoUJvgDYB+nWwc+mQ+AfdyTVCF5hfw/ ++/j8jdIb2Hsunrxruo5vsPdXdw7saSgsxN47C9kuZjdQsPfU80y+AowV2Ht6 +xqmAnPkP2PtEg1+D1/6txt7Ppp22oeXUYu9VVZoc3DPqsfeCP8muQScasfes +8168hEMT9l5+i4jAAk8z9l5WRXmddgLc3zLDdXZ2+1qw95KNRz6vS4L7W1XQ +5MFRwVbs/eC2SzY0T7i/Wyuexl2kg/flgzmfi/a2Ye8nMuQLN7jB/X3RD1U2 +fQDvL5svlq7jaMfe97XnNQZot2PvP21UMNLwgfubuGJSG14C97eMUl++wC/w +ftvMrBU3iYq9F6sdubfzBBV7b9YjTM3whPt7i0nAdd43cH9vsDqeENUG9zej +wfXLwX/A+5k+gwgJCRr2vv97L4u7Jg17T/x0k1ewpWHvfULMlKX94P5OZ1ts +tnoF9/daw+7Duz7C/X2sirZLrR/ub233xq0+DHTsvX5v4beGlX7+1/u7G91U +FFbuzb/eXyKFjfAZ0rH3gsNd981t6Nh7EWFWnwwPOvY+PXHNvmchdOz9jUVm +HfMUuL+p3PPRohS4v4PDXcdKW+H+ppf1Of0YgvubkvjAkqITDe8nniqgJSbn +4Pu7QrV2b/+XtzgP7veKL2vdKsfemwVbrLPvhnvc0zi9a/bQY3yPm3t713s1 +Z8JePtZ+TaqrGOeBWHZ868vkMuz9+dCo7Vs7YD8xFb1CZO1JQjuMHcN+ik4j +2aHqujjtfJwHDxin3mX1w/3uuSfKpb7yLuzp9zTecupn4Ps9uSP0alBjEc4L +n8/LQ19Uy3Ae6Blx8ztQYW+x9XF/er8lDiUf/4+t9+0UCjbabvF7KRfnhXFn +39dNX+DeD7aLCjMcXLWvq9xnitpwHd/7c5fDQi6xp+N7P9JH1P6tVhHOkwnd +o8uCLGU4L0YDOm3422GfkeKqL1/kjkWXdOff0wOmkFXSvsGbJrk4T/RfRp+m +9EA/GKtgZmf8Cv2AVHzOOurbqn6w17Qscv8F3A/GQn7aBKI03A8CHi3fYWMo +wnnzSb+rwu07BedJrIeQ1tU22HMs8+3Cz8vGoJqqYjETpymkeOYUi+tyDs4b +B/Gao3w90CcCWWdumw1An3DXNQidHYQ+kR/ZxaQ1tKpPRL4TdNcygj6Bbt4o +or/BfWLuCHvyn85CnEcDEywLkZ0UnDctpuvFedtg/2nyC8l1eBuN5n2FDbht +p5DhtE6MdFsOziOJuOQ35d3QPy4HTcWxDED/aLAZEY4fhP7xL7GxePwb9A9+ +3QaN8KH/6R/PPubCHjTkYGaWZwF70FUGLX+VfbAHEeyNo00GsAexlYQPHboL +e9BYYofqh6ewBx1+9mLGkAX2oOl87m5XA9iDql4qOa5Rhz1Iq8zL/h0d+gfj +1KFzQxbQP/656KZpbwT9Y6D7jn3xF+gf/1wo/jNkB/1jR1LtRuMB6B8vj5pm +rjsD/eOdamubSRn0j6CtfdQwQcgj2TWigdk3oH9Iye8bu0mB/iHMfM/WfgPk +0aDZz4//noT+QQryvLU/CPrH5LLb+/x66B9Xev6rvboW8kjxkgzHt4OQR0Ny +2+6ctoH+kUFhY4t7Cv2jqE909AsF+sfSxDXxd9+hf4Sm/5HI4IQ8khkdv5Qg +B3lkfb9AnzgN/UNzbV3oc2foH4Xp/1EXQqF/zDXL3aVkQ/9oK7T86toM/UPw +RrXtzA/oH1GSOj0NTJBHdVnXr4SKwB50vvzT4Sg52IN4vu2+6HMc+sem2dNZ +yxehf6juMbwu5gL9o4lXYoiPDP2j9s+c89BL6B8xmVYaaZnQP8wMKfZEBfSP +F/ncvybaoH/0nXtCDA1C/2AIJ2WnW8EetGhh+3r9AdiD/M5SfGfsYQ/K+eA7 +tbZ71f83rFQP1R2CPWjunlYYnRn2INPi6KsW5rAHsXFPbr3bAf0icWk60q1v +Vb9obxJq2nkL54nL0Q1lBSqwBynGXhSZ1oE96JuKgpMKDfpE47NhafVe6BMP ++Jr1sgdW9QkDG1ZHXXj/VXbqHd98I+xBVdM31lu/gz2o2tWWzEeF/vBJ9NSw +RA/0B8/x/LqwfugPv+f7tzZ8XdUfhl89+2gG76/SbR5FXuKHPUi28HzTWhfY +gzISlUy826EvJGUR3k+7oS9Ia1BrWPuhL3yQ3VdLfIW+sCP5j+bZwVV94YOb +Dv9FeP80/C3r1YMlsAfd7jgTkWoMe9D3kUFJ1XboB69+3yo/1g39IE3JprC8 +D/pBwiaXTfMD0A8CsvryeAahH2yxVKiKWfn7/wGhPP4U + + "], {{{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, + {RGBColor[0.560181, 0.691569, 0.194885], Opacity[0.2], EdgeForm[ + None], GraphicsGroupBox[PolygonBox[CompressedData[" +1:eJwl0mdbz2EYBuCfVEb6EH2l3iHRH1EoJSuFREPL3kJSZjbJiIxkj6KI7JGs +EiJyOnpxHtd9XM+r5z7umFBqbEpYEARDOM5oKtnKelZRShFj2EU5G1hNGcWM +JY5xxDOeCSQQYiKTmEwiU5hKEslMYzozSCGVmaSRziwymM0c5jKP+WSygCyy +WcgiFpPDEnJZyjLyyKeAQqrYxkbWsIISqtnOJtaykt3sYDPr2EMFW9jLTvax +nCdEW2wYo/j5f88yis/mH8Hg4kfy1viRXv4yXPdcvuYDPfQTqW+Xj3lEG608 +5AEtNHOfe9zlDre5xU1ucJ1rNHGVRq5wmUtcpIELnKeec5zlDKep4xS1nORE +MHhDxzjKEQ5ziIM84xWddPObCP+pkR285D1f+UW4twPyDV184w/D9E/lJ74z +wAjdC/mOL/QxVLdf/gMjeXMI + + "]]]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, + {RGBColor[0.880722, 0.611041, 0.142051], Opacity[0.2], EdgeForm[ + None], GraphicsGroupBox[PolygonBox[CompressedData[" +1:eJwV0edbD1AYBuBfIRQlM0nDjsheUdkjMyGbCFnJTjb5t8hIITsK2TKyKYVw +9+G+3vM853w41zkJOfmZu4IDgUAQZZyz6KoIoxV/5Aa+cp4SLtDNXgda0yz/ +5BsX6a7rSBv+yo185xI9dOGE8E9u4geXKeUKZZRzlWtcp4Ib3OQWt7nDXe5R +yX0eUEU1D3nEY2p4wlOe8ZwXvOQVr6nlDW95x3vq+MBHPvGZKHePoG3Lw/FL +V09P6060I4jfumgzkvYE04vOhBJDF3rzxdmF5lkOU0w+hZwhl5aPOsRpVrOJ +nRzkFFmsYAPb2MdxFjCfeWQwlznMZhYzmcF0pjGVKaSTRiqTmUQKE5nAeMYx +ljGMZhQjGcFwkhnGUJIYwmASGcRABtCffvSlD0vIZj157OUYCWSynHVsZQ9H +iWcVG9nBAU6ymGWsZQsFHCGOleSwnf2cYBFLWcNmdlNELP8BZepfwQ== + + "]]]}, {}, {}, {}, {}, {}, {}, {}, {}, {}}, {{}, {}, {}, + TagBox[ + {RGBColor[0.560181, 0.691569, 0.194885], AbsoluteThickness[1.6], + Opacity[1.], + LineBox[{1, 80, 72, 65, 59, 54, 51, 83, 75, 68, 62, 57, 2, 81, + 73, 66, 60, 55, 52, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, + 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, + 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, + 46, 47, 48, 49, 82, 74, 67, 61, 56, 53, 84, 76, 69, 63, 58, 85, + 77, 70, 64, 86, 78, 71, 87, 79, 88, 50}]}, + Annotation[#, "Charting`Private`Tag$477314#1"]& ], + TagBox[ + {RGBColor[0.560181, 0.691569, 0.194885], AbsoluteThickness[1.6], + Opacity[1.], Dashing[{0, Small}], + LineBox[{89, 164, 157, 151, 146, 142, 139, 90, 165, 158, 152, + 147, 143, 140, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, + 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, + 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, + 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, + 166, 159, 153, 148, 144, 141, 167, 160, 154, 149, 145, 168, + 161, 155, 150, 169, 162, 156, 170, 163, 171, 138}]}, + Annotation[#, "Charting`Private`Tag$477314#2"]& ], + TagBox[ + {RGBColor[0.560181, 0.691569, 0.194885], AbsoluteThickness[1.6], + Opacity[1.], Dashing[{0, Small}], LineBox[CompressedData[" +1:eJwV0FVagkEUgOEfUexFsCWXwAJwYzZiIYqi2K0YqGB3YWKgrxfv8805czUT +jbW3xUNBEMToIGyo6COXHNNo96tv3HNIvd2PvnDLOZ3U2n/qE1ecUKSLOndf +WuaaU0p000MvfSToJ8kAgwwxzAgpRkkzxjgZJpgkyxTT5JhhljnmWWCRJZZZ +YZU11tlgky3ybLPDLnsU2CfiPd/6zA1nHNFgX9VX7rig6f+TeZcHmp1DfDi3 +aA2tHJj/ANVISI0= + "]]}, + Annotation[#, "Charting`Private`Tag$477314#3"]& ], + TagBox[ + {RGBColor[0.560181, 0.691569, 0.194885], AbsoluteThickness[1.6], + Opacity[1.], Dashing[{Small, Small}], LineBox[CompressedData[" +1:eJwNxtc6ggEAANC/FyiSZEXIXpVRGclqSYREZuWW979zLs73nVT/r/0bCoKg +S1jeeeKWKhec8UWXexpcE+GDDi1qXFJmhFGijBFjnDgTJJhkimlmmCXJHPOk +WGCRJdIss8Iqa6yzwSZbbLPDLhmy5NhjnwMOyVOgyBHHnHDKJ8/cUeeKc755 +oc0NFfq88kCTAT0eGfLGDyX+AZoGFig= + "]]}, + Annotation[#, "Charting`Private`Tag$477314#4"]& ], + TagBox[ + {RGBColor[0.880722, 0.611041, 0.142051], AbsoluteThickness[1.6], + Opacity[1.], LineBox[CompressedData[" +1:eJwVzck2ggEAgNHfo3glO1sLRCQZE2lCUubKWOZZpZDx2VyLe863+3oHIn3j +PUEQ9DMo3njmhjOOqTLEOw1uOeeEA4bp0uSOC045JMQIo4QZ438YYYIok8SY +YpoZZpljnjgLJFhkiSTLpEiTIUuOFVZZI886BTYoUmKTLbbZYZc99inzQYt7 +LqlxxCcvPHBFnS/aPHLNNx2e+OGVXyr8AYvDNSg= + "]]}, + Annotation[#, "Charting`Private`Tag$477314#5"]& ], + TagBox[ + {RGBColor[0.880722, 0.611041, 0.142051], AbsoluteThickness[1.6], + Opacity[1.], Dashing[{0, Small}], LineBox[CompressedData[" +1:eJwNzkdWQkEQBdD+mBVExBwGbokNcI4L0CWKCphzRjHnrBgx3sE9Xe9VDXpo +eDQzEoUQsowZOmIhtFDDt/zGEznGmaDTLk4tP/I7z0zSpUtQx6/8QYU83bpW +6vmTP3mhQJEppplhljnmWWCRJZZZYZU11tlgky222aHELnuU2eeAQ4445oRT +zjjngkuuuOaGW+6454Eef0/SQKCqe6XX3EYjEV+6Pm+KJmL0004zA6QZ5NHt +PxWqPOI= + "]]}, + Annotation[#, "Charting`Private`Tag$477314#6"]& ], + TagBox[ + {RGBColor[0.880722, 0.611041, 0.142051], AbsoluteThickness[1.6], + Opacity[1.], Dashing[{0, Small}], LineBox[CompressedData[" +1:eJwNwwVSAkAAAMDTh6Bgd7ei2B3YgSImBtjd9W53ZzaaySdzBSGErJHCEJ69 +8NCUy8774a2nZtywyBcvPXLbFRf89M4z99y02FevPHbHVZNGffParGnXXDRm +iaWWWW6FlVZZbY211llvg4022WyLrbbZboeddtltj732GbffARMOOuSwI446 +5rgTTjrltDPO+u6NJ+667pJf3nvuvlt++2DOA398NO+vT/455z+MxCSR + "]]}, + Annotation[#, "Charting`Private`Tag$477314#7"]& ], + TagBox[ + {RGBColor[0.880722, 0.611041, 0.142051], AbsoluteThickness[1.6], + Opacity[1.], Dashing[{Small, Small}], LineBox[CompressedData[" +1:eJwNw1k2AlAAANCnndhSf35bAMtAKGPIlMySWYYIyZA5QobYinvPua2xjmh7 +Swihzc5ICB8+eWPZEw/tsuGzVS8seWS3n9a8teKpReP22GufCZP2O+CgQw47 +YspRxxw37YSTTjntjBlnzTrnvAsuuuSyK66ac82862646Zbb7rjrngX3/fLF +Oy8989hvX733ynN/rPvgtU3ffPTXd/888B/bikD6 + "]]}, + Annotation[#, "Charting`Private`Tag$477314#8"]& ]}}], {}}, {{}, {{ + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[ + 0.011000000000000001`], AbsoluteThickness[1.6], + GeometricTransformationBox[ + TagBox[InsetBox["\[FilledCircle]", {0., 0.}], + "InsetString"], CompressedData[" +1:eJxTTMoPSmVmYGAQBWJGIGYC4ktNINYH+733ZT99PxJq16ynC+ZzeIabtsTm +2Pkz/P3///9n+w6rm1kNh5faby46aHnf/699rFhLVYTDXvv5ayVABjg8WPaW +uezKAftAzTTxde1MDtmGV00P6x2x//boDVA/s0N+uKbW9dtH7XeoBSnF8LM4 +nGOPiJsaccy+UJsXqJ3DYfb9FNP9Tqfsk99LMoP4+2Z8XXgt6ZT9MWVOoDyP +Q2TC9wPer8/ay2ybs+f/f34H/yKXCfzBF+zPmf37D+JbCeztmmhwwd5DSwao +XsTB63rJkuDwS/aSPoeB8qIOOxtk108Jumy/cNr6H9/+iztM+rzllWfAFft+ +d0mgBRIO0fyBvSLmV+zNJ4O8I+NglZPEW+l31T72Tt+hrx0KDu/Puy7gW3PN +3qhTEiiv5MB0gzHstNt1+zifLUDzlR1ez70Q1yZwwx4AHieSkA== + "]]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[ + 0.011000000000000001`], AbsoluteThickness[1.6], + GeometricTransformationBox[ + TagBox[InsetBox["\[FilledDiamond]", {0., 0.}], + "InsetString"], CompressedData[" +1:eJxTTMoPSmVmYGAQBWJGIGYC4ktNINYH+2MR/vIPVsfZNevpgvkvzep1JCPy +7fwZ/v7///+zvRzj0Tte95faby46aHnf/6/92+B95nw9e+3nr5UAGeDAfO67 +XtS3A/aBmmni69qZHA6rXrLuaD5i/+3RG6B+ZofXmltfvxM8Zr9DLUgphp/F +gfNEttC6GcfsC7V5gdo5HMp8li5UW3rKPvm9JDOInx/3qav49Cn7Y8qcQHke +B58t/1b/TDlnL7Ntzp7///kdej99fms944L9ObN//0H8jLtXdmkVXbD30JIB +qhdxaFz3yGfC6kv2kj6HgfKiDvzvXENal122Xzht/Y9v/8UdIia8yFBadcW+ +310SaIGEw8JXN5qC667Ym08GeUfG4djn1Znx86/ax97pO/S1Q8HhSLj6lpwP +1+yNOiWB8koOP1yUQsS6r9vH+WwBmq/scPqFWmlXyA17ANQimcs= + "]]}, + {RGBColor[0.880722, 0.611041, 0.142051], PointSize[ + 0.011000000000000001`], AbsoluteThickness[1.6], + GeometricTransformationBox[ + TagBox[InsetBox["\[FilledCircle]", {0., 0.}], + "InsetString"], CompressedData[" +1:eJxTTMoPSmVmYGAQBWJGIGYC4ktNINYH+2udXsELGKrsmvV0wfx92gf6GqcX +2/kz/P3///9n+8+nNBIjOjbYby46aHnf/6/96/j5R9hVjtrPXysBMsDB0f/j +n9JVx+0DNdPE17UzOZRap57co3Ha/tujN0D9zA6Gpztk/jaest+hFqQUw8/i +kF+3YX7f5zP2hdq8QO0cDoVvJ+3O1r1gn/xekhnEP/N/jnfXkQv2x5Q5gfI8 +DkxVIrfkMi7by2ybs+f/f36H9o7JylvCLtufM/v3H8Q/O+P1JdGoy/YeWjJA +9SIO4o2fhD+uvmIv6XMYKC/q0Kq0Iq/E5ar9wmnrf3z7L+6wyuXAxtN3rtr3 +u0sCLZBwmPXsvMc6zmv25pNB3pFxMDzVuyX59DX72Dt9h752KDhsqb/59331 +dXujTkmgvJLD6/W77F9fvW4f57MFaL6yQ+ms6+8N1W7YAwCROpwC + "]]}, + {RGBColor[0.880722, 0.611041, 0.142051], PointSize[ + 0.011000000000000001`], AbsoluteThickness[1.6], + GeometricTransformationBox[ + TagBox[InsetBox["\[FilledDiamond]", {0., 0.}], + "InsetString"], {{{1.00000000065748, 2.128556209395272*^-8}}, {{ + 1.2499999999563618`, 0.06419257108134638}}, {{ + 1.8319999939041451`, 0.1634035335927857}}, {{2.000000008168811, + 0.1827615647277667}}, {{2.499999999443726, + 0.19305699549651475`}}, {{2.507499950534875, + 0.22772139779445355`}}, {{3.0000000003832885`, + 0.245186553672465}}, {{3.0000000231065527`, + 0.2604705146922689}}, {{3.5000000002660014`, + 0.2972073188876555}}, {{3.9999994979214204`, + 0.2985844241274795}}, {{3.999999999948023, + 0.29871584803362955`}}, {{5.000000001639428, + 0.3158525245300129}}, {{5.499999996466635, + 0.32685906845866564`}}, {{5.9999655587359095`, + 0.33931666715408304`}}, {{6.000000135581913, + 0.33858855928364334`}}, {{8.267499999941885, + 0.36180762984867093`}}, {{9.000000002972772, + 0.3655583974891561}}, {{9.999999991187163, + 0.37218427986120883`}}}]}}, { + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[ + 0.011000000000000001`], AbsoluteThickness[1.6]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[ + 0.011000000000000001`], AbsoluteThickness[1.6]}, + {RGBColor[0.880722, 0.611041, 0.142051], PointSize[ + 0.011000000000000001`], AbsoluteThickness[1.6]}, + {RGBColor[0.880722, 0.611041, 0.142051], PointSize[ + 0.011000000000000001`], AbsoluteThickness[ + 1.6]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}}, { + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[ + 0.011000000000000001`], AbsoluteThickness[1.6]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[ + 0.011000000000000001`], AbsoluteThickness[1.6]}, + {RGBColor[0.880722, 0.611041, 0.142051], PointSize[ + 0.011000000000000001`], AbsoluteThickness[1.6]}, + {RGBColor[0.880722, 0.611041, 0.142051], PointSize[ + 0.011000000000000001`], AbsoluteThickness[ + 1.6]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}}}, {{}, \ +{}}}}, {}}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->{False, False}, + AxesLabel->{None, None}, + AxesOrigin->{Automatic, Automatic}, + DisplayFunction->Identity, + Frame->{{True, True}, {True, True}}, + FrameLabel->{{ + FormBox[ + "\"\\!\\(\\*SubscriptBox[\\(A\\), \\(R\\)]\\)\"", TraditionalForm], + None}, { + FormBox["\"q\"", TraditionalForm], None}}, + FrameStyle->Directive[ + GrayLevel[0], Bold, 20], + FrameTicks->FrontEndValueCache[{{Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}, {Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}}, {{ + Automatic, {{0., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {0.1, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {0.2, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {0.3, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {0.4, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {-0.1, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.08, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.06, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.04, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.02, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.02, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.04, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.06, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.08, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.12, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.14, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.16, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.18, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.22, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.24, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.26, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.28, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.32, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.34, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.36, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.38, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.42, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.44, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.46, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.48, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}}}, {Automatic, {{2., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {4., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {6., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {8., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {10., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {0., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {4.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {5., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {5.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {6.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {8.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {9., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {9.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {10.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {11., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {11.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {12., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}}}}], + GridLines-> + FrontEndValueCache[{ + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& , + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, + 6}]& }, {{{2., + Directive[ + AbsoluteThickness[0.1]]}, {4., + Directive[ + AbsoluteThickness[0.1]]}, {6., + Directive[ + AbsoluteThickness[0.1]]}, {8., + Directive[ + AbsoluteThickness[0.1]]}, {10., + Directive[ + AbsoluteThickness[0.1]]}, {0., + Directive[ + AbsoluteThickness[0.1]]}, {0.5, + Directive[ + AbsoluteThickness[0.1]]}, {1., + Directive[ + AbsoluteThickness[0.1]]}, {1.5, + Directive[ + AbsoluteThickness[0.1]]}, {2.5, + Directive[ + AbsoluteThickness[0.1]]}, {3., + Directive[ + AbsoluteThickness[0.1]]}, {3.5, + Directive[ + AbsoluteThickness[0.1]]}, {4.5, + Directive[ + AbsoluteThickness[0.1]]}, {5., + Directive[ + AbsoluteThickness[0.1]]}, {5.5, + Directive[ + AbsoluteThickness[0.1]]}, {6.5, + Directive[ + AbsoluteThickness[0.1]]}, {7., + Directive[ + AbsoluteThickness[0.1]]}, {7.5, + Directive[ + AbsoluteThickness[0.1]]}, {8.5, + Directive[ + AbsoluteThickness[0.1]]}, {9., + Directive[ + AbsoluteThickness[0.1]]}, {9.5, + Directive[ + AbsoluteThickness[0.1]]}, {10.5, + Directive[ + AbsoluteThickness[0.1]]}, {11., + Directive[ + AbsoluteThickness[0.1]]}, {11.5, + Directive[ + AbsoluteThickness[0.1]]}, {12., + Directive[ + AbsoluteThickness[0.1]]}}, {{0., + Directive[ + AbsoluteThickness[0.1]]}, {0.1, + Directive[ + AbsoluteThickness[0.1]]}, {0.2, + Directive[ + AbsoluteThickness[0.1]]}, {0.3, + Directive[ + AbsoluteThickness[0.1]]}, {0.4, + Directive[ + AbsoluteThickness[0.1]]}, {-0.1, + Directive[ + AbsoluteThickness[0.1]]}, {-0.08, + Directive[ + AbsoluteThickness[0.1]]}, {-0.06, + Directive[ + AbsoluteThickness[0.1]]}, {-0.04, + Directive[ + AbsoluteThickness[0.1]]}, {-0.02, + Directive[ + AbsoluteThickness[0.1]]}, {0.02, + Directive[ + AbsoluteThickness[0.1]]}, {0.04, + Directive[ + AbsoluteThickness[0.1]]}, {0.06, + Directive[ + AbsoluteThickness[0.1]]}, {0.08, + Directive[ + AbsoluteThickness[0.1]]}, {0.12, + Directive[ + AbsoluteThickness[0.1]]}, {0.14, + Directive[ + AbsoluteThickness[0.1]]}, {0.16, + Directive[ + AbsoluteThickness[0.1]]}, {0.18, + Directive[ + AbsoluteThickness[0.1]]}, {0.22, + Directive[ + AbsoluteThickness[0.1]]}, {0.24, + Directive[ + AbsoluteThickness[0.1]]}, {0.26, + Directive[ + AbsoluteThickness[0.1]]}, {0.28, + Directive[ + AbsoluteThickness[0.1]]}, {0.32, + Directive[ + AbsoluteThickness[0.1]]}, {0.34, + Directive[ + AbsoluteThickness[0.1]]}, {0.36, + Directive[ + AbsoluteThickness[0.1]]}, {0.38, + Directive[ + AbsoluteThickness[0.1]]}, {0.42, + Directive[ + AbsoluteThickness[0.1]]}, {0.44, + Directive[ + AbsoluteThickness[0.1]]}, {0.46, + Directive[ + AbsoluteThickness[0.1]]}, {0.48, + Directive[ + AbsoluteThickness[0.1]]}, {0.5, + Directive[ + AbsoluteThickness[0.1]]}}}], + GridLinesStyle->Directive[ + GrayLevel[0.5, 0.4]], + ImagePadding->All, + ImageSize->Large, + LabelStyle->Directive[ + GrayLevel[0], Bold, 18], + Method->{ + "DefaultBoundaryStyle" -> Automatic, + "DefaultGraphicsInteraction" -> { + "Version" -> 1.2, "TrackMousePosition" -> {True, False}, + "Effects" -> { + "Highlight" -> {"ratio" -> 2}, "HighlightPoint" -> {"ratio" -> 2}, + "Droplines" -> { + "freeformCursorMode" -> True, + "placement" -> {"x" -> "All", "y" -> "None"}}}}, + "DefaultMeshStyle" -> AbsolutePointSize[6], "ScalingFunctions" -> + None, "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}, "AxesInFront" -> True}, + PlotLabel->None, + PlotRange->{All, All}, + PlotRangeClipping->True, + PlotRangePadding->{{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.05], + Scaled[0.05]}}, + Ticks->{Automatic, Automatic}], Scaled[{0.5, 0.5}], Center, + Scaled[{1, 1}]], InsetBox[ + TemplateBox[{ + "\"\\!\\(\\*SubsuperscriptBox[\\(A\\), \\(R, 210\\), \\((10 \ +M)\\)]\\)\"","None","None", + "\"\\!\\(\\*SubsuperscriptBox[\\(A\\), \\(R, 210\\), \\((15 M)\\)]\\)\ +\"","\"\\!\\(\\*SubsuperscriptBox[\\(A\\), \\(R, 330\\), \\((10 M)\\)]\\)\"", + "None","None", + "\"\\!\\(\\*SubsuperscriptBox[\\(A\\), \\(R, 330\\), \\((15 M)\\)]\\)\ +\""}, + "LineLegend", + DisplayFunction->(FormBox[ + StyleBox[ + StyleBox[ + PaneBox[ + TagBox[ + GridBox[{{ + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], {}}}, + AspectRatio -> Full, ImageSize -> {40, 10}, + PlotRangePadding -> None, ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"], + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885], + Dashing[{Small, Small}]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885], + Dashing[{Small, Small}]], {}}}, AspectRatio -> Full, + ImageSize -> {40, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #4}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"], + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]], {}}}, + AspectRatio -> Full, ImageSize -> {40, 10}, + PlotRangePadding -> None, ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #5}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"], + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051], + Dashing[{Small, Small}]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051], + Dashing[{Small, Small}]], {}}}, AspectRatio -> Full, + ImageSize -> {40, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #8}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"]}}, + GridBoxAlignment -> {"Columns" -> {{Left}}, "Rows" -> {{Top}}}, + AutoDelete -> False, + GridBoxItemSize -> { + "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, + GridBoxSpacings -> {"Columns" -> {{1}}, "Rows" -> {{0}}}], + "Grid"], Alignment -> Left, AppearanceElements -> None, + ImageMargins -> {{5, 5}, {5, 5}}, ImageSizeAction -> + "ResizeToFit"], LineIndent -> 0, StripOnInput -> False], { + Directive[ + GrayLevel[0], Bold, 18], FontFamily -> "Arial"}, Background -> + Automatic, StripOnInput -> False], TraditionalForm]& ), + Editable->True, + InterpretationFunction:>(RowBox[{"LineLegend", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.560181, 0.691569, 0.194885], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.37345400000000006`, 0.461046, 0.12992333333333334`], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.560181`", ",", "0.691569`", ",", "0.194885`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.560181, 0.691569, 0.194885]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.560181, 0.691569, 0.194885], Editable -> False, + Selectable -> False]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.560181, 0.691569, 0.194885], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.37345400000000006`, 0.461046, 0.12992333333333334`], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.560181`", ",", "0.691569`", ",", "0.194885`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.560181, 0.691569, 0.194885]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.560181, 0.691569, 0.194885], Editable -> False, + Selectable -> False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"0", ",", "Small"}], "}"}], "]"}]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.560181, 0.691569, 0.194885], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.37345400000000006`, 0.461046, 0.12992333333333334`], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.560181`", ",", "0.691569`", ",", "0.194885`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.560181, 0.691569, 0.194885]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.560181, 0.691569, 0.194885], Editable -> False, + Selectable -> False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"0", ",", "Small"}], "}"}], "]"}]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.560181, 0.691569, 0.194885], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.37345400000000006`, 0.461046, 0.12992333333333334`], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.560181`", ",", "0.691569`", ",", "0.194885`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.560181, 0.691569, 0.194885]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.560181, 0.691569, 0.194885], Editable -> False, + Selectable -> False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"Small", ",", "Small"}], "}"}], "]"}]}], "]"}], + ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.880722, 0.611041, 0.142051], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.587148, 0.40736066666666665`, 0.09470066666666668], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.880722`", ",", "0.611041`", ",", "0.142051`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.880722, 0.611041, 0.142051]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.880722, 0.611041, 0.142051], Editable -> False, + Selectable -> False]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.880722, 0.611041, 0.142051], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.587148, 0.40736066666666665`, 0.09470066666666668], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.880722`", ",", "0.611041`", ",", "0.142051`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.880722, 0.611041, 0.142051]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.880722, 0.611041, 0.142051], Editable -> False, + Selectable -> False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"0", ",", "Small"}], "}"}], "]"}]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.880722, 0.611041, 0.142051], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.587148, 0.40736066666666665`, 0.09470066666666668], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.880722`", ",", "0.611041`", ",", "0.142051`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.880722, 0.611041, 0.142051]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.880722, 0.611041, 0.142051], Editable -> False, + Selectable -> False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"0", ",", "Small"}], "}"}], "]"}]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.880722, 0.611041, 0.142051], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.587148, 0.40736066666666665`, 0.09470066666666668], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.880722`", ",", "0.611041`", ",", "0.142051`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.880722, 0.611041, 0.142051]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.880722, 0.611041, 0.142051], Editable -> False, + Selectable -> False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"Small", ",", "Small"}], "}"}], "]"}]}], "]"}]}], + "}"}], ",", + RowBox[{"{", + + RowBox[{#, ",", #2, ",", #3, ",", #4, ",", #5, ",", #6, ",", #7, + ",", #8}], "}"}], ",", + RowBox[{"LegendMarkers", "\[Rule]", "None"}], ",", + RowBox[{"LabelStyle", "\[Rule]", + RowBox[{"Directive", "[", + RowBox[{ + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + GrayLevel[0], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> GrayLevel[0.], FrameTicks -> None, + PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"GrayLevel", "[", "0", "]"}], NumberMarks -> + False]], Appearance -> None, BaseStyle -> {}, + BaselinePosition -> Baseline, DefaultBaseStyle -> {}, + ButtonFunction :> With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + GrayLevel[0]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["GrayLevelColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + GrayLevel[0], Editable -> False, Selectable -> False], ",", + "Bold", ",", "18"}], "]"}]}], ",", + RowBox[{"LegendLayout", "\[Rule]", + RowBox[{"{", + RowBox[{"\"Column\"", ",", "4"}], "}"}]}]}], "]"}]& )], + Scaled[{0.53, 1.001}], ImageScaled[{0.5, 0}], + BaseStyle->{FontSize -> Larger}, + FormatType->StandardForm]}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->False, + AxesLabel->{None, None}, + AxesOrigin->{Automatic, Automatic}, + DisplayFunction->Identity, + Frame->False, + FrameLabel->{{ + FormBox[ + "\"\\!\\(\\*SubscriptBox[\\(A\\), \\(R\\)]\\)\"", TraditionalForm], + None}, { + FormBox["\"q\"", TraditionalForm], None}}, + FrameStyle->Directive[ + GrayLevel[0], Bold, 20], + FrameTicks->{{Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}, {Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}}, + ImagePadding->All, + ImageSize->Large, + LabelStyle->Directive[ + GrayLevel[0], Bold, 18], + Method->{ + "DefaultBoundaryStyle" -> Automatic, + "DefaultGraphicsInteraction" -> { + "Version" -> 1.2, "TrackMousePosition" -> {True, False}, + "Effects" -> { + "Highlight" -> {"ratio" -> 2}, "HighlightPoint" -> {"ratio" -> 2}, + "Droplines" -> { + "freeformCursorMode" -> True, + "placement" -> {"x" -> "All", "y" -> "None"}}}}, + "DefaultMeshStyle" -> AbsolutePointSize[6], "ScalingFunctions" -> None, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}, "AxesInFront" -> True}, + PlotLabel->None, + PlotRange->Automatic, + PlotRangeClipping->False, + PlotRangePadding->{{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.05], + Scaled[0.05]}}, + Ticks->{Automatic, Automatic}], + InterpretTemplate[Legended[ + Graphics[{{ + GraphicsComplex[CompressedData[" +1:eJxV2mkglO3bBnAJZSmK7Nmmoqi02OW6iUJCoiTFUzy0ECWPKKQsyUhlS5Kd +JPtOGaLsu5lRtpAoyk6I1/uh6/T/0vLFjdHvOI9jEr9wzciakYGBoWfll/// +nT5+fB8Dwxha+ePLbZdt1fbvDtEJa51AQdq2W5tTYpD4P9aZ7APTaCwwsCLW +Kx0VP2LafJ8yhzxr+9dOq+ei+A0sB6ICF5Dshl+mvySLkMT9oLiQZ0to4Hfe +pgKOUpQ47+SjXcBABAw1dqfGliHvvYN9BzUYCc9NeUvfSt8jjgA/0YmKtYS9 +ctfvt68q0bD1E9PM3cyEU9fz1uuGHxFXiaVSTw4LMWPv+DxkrgqRH4Xyckqs +J5QF1mRL2NSgLP8/rZx+rMTlA/OGp3JrkTjjTiUPDnbCI/pq93GWejQ4Uxwx +5sxBCO4w7W/Y1YCmbbjjm5Y3EJ0ajqm7jRpRKkMk+e5dTiK+/rOjgGwTMmf/ +oBThxEWMStEChhKakJ9xNMNrhU3Ej8/FOdFbm5GFeVplyegmYtObJk0nn2Z0 +Njaqmzl7M+Gq/bpDcrwZSd9Ossl34iakq74nPDjZghJ4Bn5e2slDFIgHmvCn +tCCtH4w1J0d5iLyg3LIcxlYU5GkSpxa/hfhdI9z1zbAVpb2ijDw+zUvwNO0b +in/Wiia4NvoLC/IRPxVuk28PtKIv8o+2JzfyEV7zjFXVO9rQdMQEz5VgfiLj +ZfvopittqOuJvVOoiQARzD7b8i6lDV3TEWkpZxUkkn2sKk3725CkWsa9HfWC +RBDzj/iBre3If/zmgYf3hIhFB34WTqN2RFE0PmkqL0zsvP6eYLrXjoTf8Xw0 +nxMmyArBZz/ltiMSI6vShTdbicKugF+a/e3I4H7PUpSjCEHJy3Vx3ExFOyqH +yzulRIklb53MVFUqanrGMevVKUrE6ekRt6yoyJDqhzIMxIjzZLr7JJmKNqIE +r5cpYoTelT+1O7OpqPtD1rVdG8SJjOPfcyc6qCg8vC542E6ceBFk8Yu8REXJ +OgxKO6vECSa90rc3RWmoRmC7L9MuCcJ1v7vvZ3Ua0qi+aGzpLUHEGBRca7Ok +ofjytDNj3RIEzxbmyN3uNMT/+ft6YYJEyA+bh45F0lBfC6FQFUEieIzPqaUV +0FClOvX38jKJuC/GlhpBpSHvR45vay+NI0uFoV0nwp6iXUfv3Gk+O4VkeVqP +PZ1LRsb+D/mt6klEYl9644ePNJRGsZj9mjOGemuCXr3+dB/tUX5wMSdsElVV +ot0hDgno+Z5BSd4cEjG4b7vKYQoNmZ+/dy9TZALJpmXHTTY9RxyDsqxZgyTC +fkBNQamRhg53nOK5Ybby71OmxLkh5CbKOPCImiA3iRheBg+6hcahd55P915L +IhHKD3xHXUtoaMzZNVqtYhxxmbM0rWkIQ7KK3Vzsn0hEwX677V61NDT09N6a +M5Mkgj3nIsdICw0FWrfEKu0eQ55/hiUq5q2Ro+zmoCimSRRZbs/OEBeLmnZe +zhaKIRFC7yMlQopoSHntzB7msHE0VibJ+awwBGl8yQnObyURX8ieaxOqaWhe +1cybeZREJL+clOJupiHq99Q7qb9JxNdrTn3v22goW5rreyTvytczdsNNb+8p +1JLWOiI4MoHadD0P35eMRWfcTabHX5AIkaq81phCGrKsPuBs6zmOHNjbudVT +glGtXDSV3EQirM70s+dV0dC9x1ofPw+TiF65sRM7mmjIAoWXes2QiP1ZrAL0 +VhrSDy1ToS6SiCp7im16Ow192JhO1mdfef7+wklF3SOI0f6gUEfPBKLYndIz +Go5BUVLHeM9FkgjBi582Sa08/3pqi4DgzXEkq661X008GHH1hszONZAIpHLe +WW3l+VUqKkNHhkhEFy9nffrK6xU/TO4dnSIR3/pFhS6sPP8JkW+uvkAi8jwW +3yitPJ9tpFbwyhKJaKx5v3n7ys/XKn+rxrZaY38ZutVPEbMvsb+UT6OMaclv +sL+manQjPqcc7K+LfoWtyO1C7G/vmtoyEbd32F+ue2LpRyzBX2KkOHnZA/xN +XcO4JHQZ/GVZY7zoywX+WlrzfL5bAP5KLb8c0ZUEfxN/1uwVdgZ/96t0OwlV +1WF/C0TXqTWN1mN/q3hzemN4wd9kXzGdjdzgb+H7fVn3H4C/sS2Uj71rwF8p +4bb/5K6Av6H+LqnGVPD3P5SntKAI/qoViLMmPQJ/ZU6dPqc61IL9dU6lOGjJ +g78tjEkjhe7gr9XjgBcS1eAvh0bN3lE28Fc61naSrA/+aqcoaXmSwV+9tvUR +ZyvBX+c692nW5TbsL9PxH/+a7Qd/x2JPNjpeAH/rotiOGgaDv7sIKm8jBfzN +kc+KmvvZjv1VjGURIfjB38cb2ddvReDvEhvd76kN+HvEj9eC/hD8PSdVe+5F +Jvi7NO9UrtIO/n46baCqPE3F/no+X0tK5AV/W9ZRxwoOgr/3W40KDpwAfxvk +bm5nvQb+bj4/UTbyAPy1klJh/J4I/npO6KvxHXmM/aV4lVgUCiRhf+cWUmTI +4eCvZ/ptVn0RL+xv75nmPPfoOOyv33CYr9ZjGvb2UFrByPuXq7ytaH578/l1 +7G3ToRc7d7fFYG859jzXe06mYV+LPOITdkWCr2nqe1jPxIGvDGJdMiw9F7Cv +vYZedT7D0dhXv/zcxxUPadhThzsd18wjwFM1v9blwBjw9OzmdFaJhFWeCh/r +Psh4Ensq672mc+l6NPY0nsmjju5Pw36Kn//zy+kZ+KlIDgh7FQ1+MgW6pRyK +Bz93Xv26gyVxlZ+eG1M1eQ5jPxnsxmouK0RjP91MvzZeWHneXy/96ip41zwD +L3vXO9fIR4OXp34IXKiNAy8vCPmJBSeAlw0hNcIuif/jpYtp3hXspVhsOiej +WRz2MiiG7/2xtAzsZbLpr5wWzjzs5VCtgA6lFe7V3vHYf05Ewb26Xt9jI/dX +8JIin2HctAxeHrxRMG0xDF72FfannAsCLwNcGs6+UqzGXmofuHBrPhG83OWy +83rQFHjZwLxw1FMT7lVPmVd+9TZwr07Z73EpJIOX0dxhEduOg5figbdt9MrB +y/1f82IslcDL+UP1m7JjwMvzLN0sC+wt2MtuQ9HN/Pbg5d6H8zEPKsBLopZ7 +x+6tcK+6Drvo+F8BL41flPQ/ygEvXbqv3KEug5fzWSqWiRrg5cEXGkMhvuBl +39Ucyz8fwUsmJcqYyZp27GWq2mnjUlW4V2eCtRLeO4KXF9QPZIXGgZeGTVsd +rGjgpbbb4aoiZir2sk6+0Oi7HNyrFZcCNAX+AS9z/cku7Q/Ay1LODqeTOeCl +kf6Aotsn8HLtDdaN2ow07KXaDl3hXkka9nIPsRdl6sC96lQ994PLDrx0CIv4 ++SsAvIw7le8h+Rq8jIzUXEevWXWv6lYVXfsGXsbzd5gcY6GDl7fv8j0cCsFe +RicMK9jRUpD9XM6Xo0azyJbyLZL/Zjb206g65zrD7Co/B+N1WMN8sZ+UfWlx +r4kkVCVDrt75fAbZakSHqfFnYU81XbN+Er/gniWYCuJYPkRhX6MFK++mLa3y +NThxr2SQC/ZVliEgrsY0AU0dufU2As2gKoU3mZutM7G3lwZuBJr9gPu2N1lQ +6eWtCOxv3le5hI55GhJMtv1kyrny9ZcXftyw/jH2+NKOZ5wejHTwuHOG34v3 +EvbY8uBZ3Vvm8YjN+JpC66YZFE2qi5Jiy8Q+pzXcy7YehvuX4OsX1FMOx16f +iJIMG52jIauDA7aifSsfn4nvgfFIAPabJ5/bKIyBjv22r1cqtmaig98VkfxW +5mew3w5cyymsnXEo1Oyy06/5aTQ0IHv6TGcG9vzZw5+fLg/BfcwQ6jDdwB2G +fU82rpacXXk9H8yLZ3jVrnz8fx2chLT9sfc+3Sc54pbB+/PUMN/ra+nY+38d +n6eYMtPB+96LKrs9dbD3nvYl9UrP41Bn17cnd35No+Ttso5mlRnY/0K7xpOj +3+B+Jly0UqrcQ3EezLyabXdb+fwiuygnD1JWft48srTlxv1wPnzaltwotQz5 +4NK5vW1u5fX7mw/sAw4qPSvfv7/50LRcsr5l5fNdlQ+8V9JtcD5oNpZ8+X4J +9ozerqJaMTvYM7Rd2CIEz8CeIRMoqrX5H8iHoElt+g0byAcisJNc2AX5IJKS +Z/dmXQXOB4q/6yPRRcgHqdE1T/VeQz4I9p41MzwL+ZDBodK3rwnywc/cfksd +qQ7ngytbKXP3LcgHNeNzb/xiIR+Sj6LMrnrIBzlFl6+J1yAfvIZb1vcOQj6s +/eLyc9oC8iFwunvHaDXkg3anCFuJHORDEusedb5nkA8pKT7qLmOQD3uULpv2 +60A+jCqQSirDIR/89Cgzon2QD6HBPEFPd7fhfMhjyif96wD5sJ7JZn5/LuQD +f6ynw+lpyIcXiUqnTfdAPrif33Hz2CXIh8OeZ7c0voB8cOFwL93SCPkg5BLN +qcZIxflwINyMZ2wv5EOJkBfNygLyYWKWvK7nAeRD5r5m16+ZkA+xt6yeRnyG +fOh80/Yv0xoazoerqb/erZGCfPBTcz5Srwf5cHqfvl+PHeSDS1FvgUMQ5EMI +y1Lno3TIB5shBj+OesgHGfuEyckfkA/SbrUNzevoOB9a6qM1e7dDPsh+9hKW +loY9w1Km3dfgA+wZAtG3Yxd46TgPxPSGNJiMYM8wbLjCE3QQ9oyJhzG3r3HS +sf/RJMcgCSPYM2TLFW47i9Cx/xTRVwxZi07Yf1vpnBj907BnaKi7f4plp2Pv +GYx7zDVOwZ6hwSMtVyxIx763rZty3y0BvntyVhJ1prBnCA8kuVRcgD3Dvdaw +r4iVDnuGYLcB21HYM1Ib3k5/5qdjv4/dfe1tJAZ+P/41Z7tu2yq/zwRfLfYz +wX7PcSf+MzgYA/e33frbH9bTsdeUQy/l3inDnvHUNfHnDz469jk2gDnOSpSO +fRbzbAoRJIHPaWL+c5PbVvm8MWGrQYwW9vnqzYjRgGTYM5ocdfforTz/r8eW +RKydRfZT7HFjvlzzjZXn//XX68b28NGV1+uvv5ZPPm2OlwB/B+L2F97ZBv6W +LDJKXt7+P/6+c94K97mhyHFFQ4Mk7K+5/JDTjFke9rdXtuszLf0d9vc7X/hV +/epy7G/UEXm2+PFK7K/RwrTAG6cq7O/vXJ71knU12F9j7zbFhqo67K83WXeR +atuA/c3UZCraN9uI/Z0JL+Qsi27C/lp6hy7K7G/G/kYq9t3eT2nG/hrF6cj9 +UWjB/sYrm7D0vmnB/qoab2zi42vF/g7JhsgxO7Zif/t6so5l1rRif1PauvQ/ +8bVhf+cPRSlst27D/nLc/ON76nUb9lc+1TpWa6gN+xtEYjjxZXs79pf3TTEl +6mw79jdYKuI2H7kd+5vyNVLmTmk79tdwJOhx/o927O801zbHLn4q9nddjHzR +cw0q9tfH/U2/nQ0V+5vRbrv1EJmK/fWWk6nJTKNif7eIvwj8Wk/F/i5L7eAT ++An+xnOVpmax0bC/CrYHlA6tePnX36c81YcfatCwv4dPvXghf5aG/bXV0qTV +OdGwvxt2vrqR+BD8Ja752ZrHgb/OzGIP4gvB3+NcPY/D6sFfq/iponN94K81 +7XgowzT425gcPvZs5d7+6y89Rc5sccWLv/4GRT0o89oJ/opkHLl6VAX8jVa6 +Y0AmhWN/g9pu5X0lMvF97nJRNUoopwh7LPQ7xsJtP3jM0Khs2e/thz3OmCq9 +rsn6Bt/nV3MbHWueFmCfnb815DPtoWOPg/z1+gflwWOGdx+E+rLhHqcMhHT4 +H0zB93i4c4zSPdd87HPjLcmdldJ07DHfjMW9rIPgsZl80H1+pVUeixxQ/FFt +iz1WlLokuPw+Gd/bYqW3G31/5GGf/+TUG8bvomOPI3br64YdAI97bjqyMyiC +x/TOYwayyqs8/o/Zr6TNFHtsK+O2S4YtGd/TTMecpK7H5WGfdWu5o7lXnvfX +Y+N6uSusB8Bj8pIO+YYCeJxzOMMjXgk8Pqn532Sx8iqP9e1mlD9pY48dBPiN +e1KT8L0cYKIkoO6Rh32e4/eXr135efnr8eLLxcvl+8HjmWMfD+1WAI8PcD3x +Pa8EHoudbNjhrAwe18nr5K5R+R+POdhdzmGPPaUGGE7thntY8/BIkchiFva4 +btf3d0fLi7HH803SRveCyrDHlp1b/J4OVWCP5xMX9b57fcQez5Q0Jzv3V2OP +bRvpDCJfarHHP2XWuW/1rMce64UwHu3fAB7nCJuw+MqAx4GNE+ObSpuwx2x+ +sw9n9cFj1//0Hk1UNWOP2c6a3HNRB4+D7mUrmq74/Nfj+cjQj4ms4PEyPaM4 +yRo8tpy7P5CY04o9DpxcfHVrLXicQl4ySNAFj/28eG4u+YLHhxWrDTwr27DH +wz/F8+Ln27DHC3xG6lukwePd7epTg2fBY48Nci+1fMDjQA1pDrbMduzxzEjv +GnF6O/Z4MXyDxKF5uIfPmls0fRUGjzf7rZ8nVMDjI6fP8B4/DR6XXGyanb8B +HlMekkSVyavu4crL0VuS4B4W78g+PPIW7mHlgQtce1vhHvbmKAziHoZ7uNox +fPnOIuwlS40hIXe5wGOvb8nb95HAY0+F3qiWA+BxskzvLzYt8FhgfcSCjTF4 +vMtEOpx2Ae5hmrojd4cj3MP+8eFPtDxgL7kQlXIxjrxqXz7WUHzA5hHK0PeW +eCw5j1zmbf5tDy9F/drHfgjw/EHJewMvNhq+R+ZRIqkPGBkI+qJJHJPmB+xz +x7mBfD8f2E8YhnezpYneQfK/NCPYnH6jucbNlz3y3yLN11Kc5icWUdC89oep +m+XIrnfwjrHBMioYENTmjqjEXj9UXNYZ8YJ9Onhzwjoh/1X7iWpsgFHBFeRS +uu3UUcHfaOACufGf0hLkZM4n/ufXAhpQdUoKYSpH2lnFXDenlhBdu2zsmEYl +9tsgRkVZ8C7s1zTOLrGTfrBfiyzfdex9uGq/DihuODhuhiKSeHKsR+eQla/1 +BSf1EsSRuzHleOkCop7yyeivKUNyQjvMmD8uoQ8nlXLTtlRiz9m63inJesK+ +PVC8oGrvC/t23Y4u9iV/2LfJS0pK5QGr9+1cQQ8/XZTynKN/ijqHUgXMppkZ +S5DpP/4/pxMX0NCkkE31mzKUavDZ/XjGEvL3Dp+VXa7Avo/zciwUecD+LX8r +JnDBB/Zv/8kXLwL8YQ8ZUt106UQA7N8jP7j69pNX7d+UIvtJI2WUFeLnWlI7 +h1xYGlpk+4qRu0IVV03EAkrdINEh/bIMfRuWezwev4QUL15SGpyswN4LdbDr +eXrAPt4WaShV7gP7uOe6CNpJf9g/QgoUJvgDYB+nWwc+mQ+AfdyTVCF5hfw/ ++/j8jdIb2Hsunrxruo5vsPdXdw7saSgsxN47C9kuZjdQsPfU80y+AowV2Ht6 +xqmAnPkP2PtEg1+D1/6txt7Ppp22oeXUYu9VVZoc3DPqsfeCP8muQScasfes +8168hEMT9l5+i4jAAk8z9l5WRXmddgLc3zLDdXZ2+1qw95KNRz6vS4L7W1XQ +5MFRwVbs/eC2SzY0T7i/Wyuexl2kg/flgzmfi/a2Ye8nMuQLN7jB/X3RD1U2 +fQDvL5svlq7jaMfe97XnNQZot2PvP21UMNLwgfubuGJSG14C97eMUl++wC/w +ftvMrBU3iYq9F6sdubfzBBV7b9YjTM3whPt7i0nAdd43cH9vsDqeENUG9zej +wfXLwX/A+5k+gwgJCRr2vv97L4u7Jg17T/x0k1ewpWHvfULMlKX94P5OZ1ts +tnoF9/daw+7Duz7C/X2sirZLrR/ub233xq0+DHTsvX5v4beGlX7+1/u7G91U +FFbuzb/eXyKFjfAZ0rH3gsNd981t6Nh7EWFWnwwPOvY+PXHNvmchdOz9jUVm +HfMUuL+p3PPRohS4v4PDXcdKW+H+ppf1Of0YgvubkvjAkqITDe8nniqgJSbn +4Pu7QrV2b/+XtzgP7veKL2vdKsfemwVbrLPvhnvc0zi9a/bQY3yPm3t713s1 +Z8JePtZ+TaqrGOeBWHZ868vkMuz9+dCo7Vs7YD8xFb1CZO1JQjuMHcN+ik4j +2aHqujjtfJwHDxin3mX1w/3uuSfKpb7yLuzp9zTecupn4Ps9uSP0alBjEc4L +n8/LQ19Uy3Ae6Blx8ztQYW+x9XF/er8lDiUf/4+t9+0UCjbabvF7KRfnhXFn +39dNX+DeD7aLCjMcXLWvq9xnitpwHd/7c5fDQi6xp+N7P9JH1P6tVhHOkwnd +o8uCLGU4L0YDOm3422GfkeKqL1/kjkWXdOff0wOmkFXSvsGbJrk4T/RfRp+m +9EA/GKtgZmf8Cv2AVHzOOurbqn6w17Qscv8F3A/GQn7aBKI03A8CHi3fYWMo +wnnzSb+rwu07BedJrIeQ1tU22HMs8+3Cz8vGoJqqYjETpymkeOYUi+tyDs4b +B/Gao3w90CcCWWdumw1An3DXNQidHYQ+kR/ZxaQ1tKpPRL4TdNcygj6Bbt4o +or/BfWLuCHvyn85CnEcDEywLkZ0UnDctpuvFedtg/2nyC8l1eBuN5n2FDbht +p5DhtE6MdFsOziOJuOQ35d3QPy4HTcWxDED/aLAZEY4fhP7xL7GxePwb9A9+ +3QaN8KH/6R/PPubCHjTkYGaWZwF70FUGLX+VfbAHEeyNo00GsAexlYQPHboL +e9BYYofqh6ewBx1+9mLGkAX2oOl87m5XA9iDql4qOa5Rhz1Iq8zL/h0d+gfj +1KFzQxbQP/656KZpbwT9Y6D7jn3xF+gf/1wo/jNkB/1jR1LtRuMB6B8vj5pm +rjsD/eOdamubSRn0j6CtfdQwQcgj2TWigdk3oH9Iye8bu0mB/iHMfM/WfgPk +0aDZz4//noT+QQryvLU/CPrH5LLb+/x66B9Xev6rvboW8kjxkgzHt4OQR0Ny +2+6ctoH+kUFhY4t7Cv2jqE909AsF+sfSxDXxd9+hf4Sm/5HI4IQ8khkdv5Qg +B3lkfb9AnzgN/UNzbV3oc2foH4Xp/1EXQqF/zDXL3aVkQ/9oK7T86toM/UPw +RrXtzA/oH1GSOj0NTJBHdVnXr4SKwB50vvzT4Sg52IN4vu2+6HMc+sem2dNZ +yxehf6juMbwu5gL9o4lXYoiPDP2j9s+c89BL6B8xmVYaaZnQP8wMKfZEBfSP +F/ncvybaoH/0nXtCDA1C/2AIJ2WnW8EetGhh+3r9AdiD/M5SfGfsYQ/K+eA7 +tbZ71f83rFQP1R2CPWjunlYYnRn2INPi6KsW5rAHsXFPbr3bAf0icWk60q1v +Vb9obxJq2nkL54nL0Q1lBSqwBynGXhSZ1oE96JuKgpMKDfpE47NhafVe6BMP ++Jr1sgdW9QkDG1ZHXXj/VXbqHd98I+xBVdM31lu/gz2o2tWWzEeF/vBJ9NSw +RA/0B8/x/LqwfugPv+f7tzZ8XdUfhl89+2gG76/SbR5FXuKHPUi28HzTWhfY +gzISlUy826EvJGUR3k+7oS9Ia1BrWPuhL3yQ3VdLfIW+sCP5j+bZwVV94YOb +Dv9FeP80/C3r1YMlsAfd7jgTkWoMe9D3kUFJ1XboB69+3yo/1g39IE3JprC8 +D/pBwiaXTfMD0A8CsvryeAahH2yxVKiKWfn7/wGhPP4U + + "], {{{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, { + EdgeForm[], + Directive[ + RGBColor[0.560181, 0.691569, 0.194885], + Opacity[0.2]], + GraphicsGroup[{ + Polygon[CompressedData[" +1:eJwl0mdbz2EYBuCfVEb6EH2l3iHRH1EoJSuFREPL3kJSZjbJiIxkj6KI7JGs +EiJyOnpxHtd9XM+r5z7umFBqbEpYEARDOM5oKtnKelZRShFj2EU5G1hNGcWM +JY5xxDOeCSQQYiKTmEwiU5hKEslMYzozSCGVmaSRziwymM0c5jKP+WSygCyy +WcgiFpPDEnJZyjLyyKeAQqrYxkbWsIISqtnOJtaykt3sYDPr2EMFW9jLTvax +nCdEW2wYo/j5f88yis/mH8Hg4kfy1viRXv4yXPdcvuYDPfQTqW+Xj3lEG608 +5AEtNHOfe9zlDre5xU1ucJ1rNHGVRq5wmUtcpIELnKeec5zlDKep4xS1nORE +MHhDxzjKEQ5ziIM84xWddPObCP+pkR285D1f+UW4twPyDV184w/D9E/lJ74z +wAjdC/mOL/QxVLdf/gMjeXMI + + "]]}]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, { + EdgeForm[], + Directive[ + RGBColor[0.880722, 0.611041, 0.142051], + Opacity[0.2]], + GraphicsGroup[{ + Polygon[CompressedData[" +1:eJwV0edbD1AYBuBfIRQlM0nDjsheUdkjMyGbCFnJTjb5t8hIITsK2TKyKYVw +9+G+3vM853w41zkJOfmZu4IDgUAQZZyz6KoIoxV/5Aa+cp4SLtDNXgda0yz/ +5BsX6a7rSBv+yo185xI9dOGE8E9u4geXKeUKZZRzlWtcp4Ib3OQWt7nDXe5R +yX0eUEU1D3nEY2p4wlOe8ZwXvOQVr6nlDW95x3vq+MBHPvGZKHePoG3Lw/FL +V09P6060I4jfumgzkvYE04vOhBJDF3rzxdmF5lkOU0w+hZwhl5aPOsRpVrOJ +nRzkFFmsYAPb2MdxFjCfeWQwlznMZhYzmcF0pjGVKaSTRiqTmUQKE5nAeMYx +ljGMZhQjGcFwkhnGUJIYwmASGcRABtCffvSlD0vIZj157OUYCWSynHVsZQ9H +iWcVG9nBAU6ymGWsZQsFHCGOleSwnf2cYBFLWcNmdlNELP8BZepfwQ== + + "]]}]}, {}, {}, {}, {}, {}, {}, {}, {}, {}}, {{}, {}, {}, + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], + + Line[{1, 80, 72, 65, 59, 54, 51, 83, 75, 68, 62, 57, 2, 81, 73, + 66, 60, 55, 52, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, + 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, + 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, + 49, 82, 74, 67, 61, 56, 53, 84, 76, 69, 63, 58, 85, 77, 70, 64, + 86, 78, 71, 87, 79, 88, 50}]}, "Charting`Private`Tag$477314#1"], + + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885], + Dashing[{0, Small}]], + + Line[{89, 164, 157, 151, 146, 142, 139, 90, 165, 158, 152, 147, + 143, 140, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, + 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, + 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, + 130, 131, 132, 133, 134, 135, 136, 137, 166, 159, 153, 148, 144, + 141, 167, 160, 154, 149, 145, 168, 161, 155, 150, 169, 162, 156, + 170, 163, 171, 138}]}, "Charting`Private`Tag$477314#2"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885], + Dashing[{0, Small}]], + Line[CompressedData[" +1:eJwV0FVagkEUgOEfUexFsCWXwAJwYzZiIYqi2K0YqGB3YWKgrxfv8805czUT +jbW3xUNBEMToIGyo6COXHNNo96tv3HNIvd2PvnDLOZ3U2n/qE1ecUKSLOndf +WuaaU0p000MvfSToJ8kAgwwxzAgpRkkzxjgZJpgkyxTT5JhhljnmWWCRJZZZ +YZU11tlgky3ybLPDLnsU2CfiPd/6zA1nHNFgX9VX7rig6f+TeZcHmp1DfDi3 +aA2tHJj/ANVISI0= + "]]}, "Charting`Private`Tag$477314#3"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885], + Dashing[{Small, Small}]], + Line[CompressedData[" +1:eJwNxtc6ggEAANC/FyiSZEXIXpVRGclqSYREZuWW979zLs73nVT/r/0bCoKg +S1jeeeKWKhec8UWXexpcE+GDDi1qXFJmhFGijBFjnDgTJJhkimlmmCXJHPOk +WGCRJdIss8Iqa6yzwSZbbLPDLhmy5NhjnwMOyVOgyBHHnHDKJ8/cUeeKc755 +oc0NFfq88kCTAT0eGfLGDyX+AZoGFig= + "]]}, + "Charting`Private`Tag$477314#4"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]], + Line[CompressedData[" +1:eJwVzck2ggEAgNHfo3glO1sLRCQZE2lCUubKWOZZpZDx2VyLe863+3oHIn3j +PUEQ9DMo3njmhjOOqTLEOw1uOeeEA4bp0uSOC045JMQIo4QZ438YYYIok8SY +YpoZZpljnjgLJFhkiSTLpEiTIUuOFVZZI886BTYoUmKTLbbZYZc99inzQYt7 +LqlxxCcvPHBFnS/aPHLNNx2e+OGVXyr8AYvDNSg= + "]]}, + "Charting`Private`Tag$477314#5"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051], + Dashing[{0, Small}]], + Line[CompressedData[" +1:eJwNzkdWQkEQBdD+mBVExBwGbokNcI4L0CWKCphzRjHnrBgx3sE9Xe9VDXpo +eDQzEoUQsowZOmIhtFDDt/zGEznGmaDTLk4tP/I7z0zSpUtQx6/8QYU83bpW +6vmTP3mhQJEppplhljnmWWCRJZZZYZU11tlgky222aHELnuU2eeAQ4445oRT +zjjngkuuuOaGW+6454Eef0/SQKCqe6XX3EYjEV+6Pm+KJmL0004zA6QZ5NHt +PxWqPOI= + "]]}, "Charting`Private`Tag$477314#6"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051], + Dashing[{0, Small}]], + Line[CompressedData[" +1:eJwNwwVSAkAAAMDTh6Bgd7ei2B3YgSImBtjd9W53ZzaaySdzBSGErJHCEJ69 +8NCUy8774a2nZtywyBcvPXLbFRf89M4z99y02FevPHbHVZNGffParGnXXDRm +iaWWWW6FlVZZbY211llvg4022WyLrbbZboeddtltj732GbffARMOOuSwI446 +5rgTTjrltDPO+u6NJ+667pJf3nvuvlt++2DOA398NO+vT/455z+MxCSR + "]]}, + "Charting`Private`Tag$477314#7"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051], + Dashing[{Small, Small}]], + Line[CompressedData[" +1:eJwNw1k2AlAAANCnndhSf35bAMtAKGPIlMySWYYIyZA5QobYinvPua2xjmh7 +Swihzc5ICB8+eWPZEw/tsuGzVS8seWS3n9a8teKpReP22GufCZP2O+CgQw47 +YspRxxw37YSTTjntjBlnzTrnvAsuuuSyK66ac82862646Zbb7rjrngX3/fLF +Oy8989hvX733ynN/rPvgtU3ffPTXd/888B/bikD6 + "]]}, + "Charting`Private`Tag$477314#8"]}}], {}}, {{}, {{{ + Directive[ + PointSize[0.011000000000000001`], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], + GeometricTransformation[ + Inset["\[FilledCircle]", {0., 0.}], CompressedData[" +1:eJxTTMoPSmVmYGAQBWJGIGYC4ktNINYH+733ZT99PxJq16ynC+ZzeIabtsTm +2Pkz/P3///9n+w6rm1kNh5faby46aHnf/699rFhLVYTDXvv5ayVABjg8WPaW +uezKAftAzTTxde1MDtmGV00P6x2x//boDVA/s0N+uKbW9dtH7XeoBSnF8LM4 +nGOPiJsaccy+UJsXqJ3DYfb9FNP9Tqfsk99LMoP4+2Z8XXgt6ZT9MWVOoDyP +Q2TC9wPer8/ay2ybs+f/f34H/yKXCfzBF+zPmf37D+JbCeztmmhwwd5DSwao +XsTB63rJkuDwS/aSPoeB8qIOOxtk108Jumy/cNr6H9/+iztM+rzllWfAFft+ +d0mgBRIO0fyBvSLmV+zNJ4O8I+NglZPEW+l31T72Tt+hrx0KDu/Puy7gW3PN +3qhTEiiv5MB0gzHstNt1+zifLUDzlR1ez70Q1yZwwx4AHieSkA== + "]]}, { + Directive[ + PointSize[0.011000000000000001`], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], + GeometricTransformation[ + Inset["\[FilledDiamond]", {0., 0.}], CompressedData[" +1:eJxTTMoPSmVmYGAQBWJGIGYC4ktNINYH+2MR/vIPVsfZNevpgvkvzep1JCPy +7fwZ/v7///+zvRzj0Tte95faby46aHnf/6/92+B95nw9e+3nr5UAGeDAfO67 +XtS3A/aBmmni69qZHA6rXrLuaD5i/+3RG6B+ZofXmltfvxM8Zr9DLUgphp/F +gfNEttC6GcfsC7V5gdo5HMp8li5UW3rKPvm9JDOInx/3qav49Cn7Y8qcQHke +B58t/1b/TDlnL7Ntzp7///kdej99fms944L9ObN//0H8jLtXdmkVXbD30JIB +qhdxaFz3yGfC6kv2kj6HgfKiDvzvXENal122Xzht/Y9v/8UdIia8yFBadcW+ +310SaIGEw8JXN5qC667Ym08GeUfG4djn1Znx86/ax97pO/S1Q8HhSLj6lpwP +1+yNOiWB8koOP1yUQsS6r9vH+WwBmq/scPqFWmlXyA17ANQimcs= + "]]}, { + Directive[ + PointSize[0.011000000000000001`], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]], + GeometricTransformation[ + Inset["\[FilledCircle]", {0., 0.}], CompressedData[" +1:eJxTTMoPSmVmYGAQBWJGIGYC4ktNINYH+2udXsELGKrsmvV0wfx92gf6GqcX +2/kz/P3///9n+8+nNBIjOjbYby46aHnf/6/96/j5R9hVjtrPXysBMsDB0f/j +n9JVx+0DNdPE17UzOZRap57co3Ha/tujN0D9zA6Gpztk/jaest+hFqQUw8/i +kF+3YX7f5zP2hdq8QO0cDoVvJ+3O1r1gn/xekhnEP/N/jnfXkQv2x5Q5gfI8 +DkxVIrfkMi7by2ybs+f/f36H9o7JylvCLtufM/v3H8Q/O+P1JdGoy/YeWjJA +9SIO4o2fhD+uvmIv6XMYKC/q0Kq0Iq/E5ar9wmnrf3z7L+6wyuXAxtN3rtr3 +u0sCLZBwmPXsvMc6zmv25pNB3pFxMDzVuyX59DX72Dt9h752KDhsqb/59331 +dXujTkmgvJLD6/W77F9fvW4f57MFaL6yQ+ms6+8N1W7YAwCROpwC + "]]}, { + Directive[ + PointSize[0.011000000000000001`], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]], + GeometricTransformation[ + Inset["\[FilledDiamond]", {0., 0.}], {{{1.00000000065748, + 2.128556209395272*^-8}}, {{1.2499999999563618`, + 0.06419257108134638}}, {{1.8319999939041451`, + 0.1634035335927857}}, {{2.000000008168811, 0.1827615647277667}}, {{ + 2.499999999443726, 0.19305699549651475`}}, {{2.507499950534875, + 0.22772139779445355`}}, {{3.0000000003832885`, + 0.245186553672465}}, {{3.0000000231065527`, + 0.2604705146922689}}, {{3.5000000002660014`, + 0.2972073188876555}}, {{3.9999994979214204`, + 0.2985844241274795}}, {{3.999999999948023, + 0.29871584803362955`}}, {{5.000000001639428, + 0.3158525245300129}}, {{5.499999996466635, + 0.32685906845866564`}}, {{5.9999655587359095`, + 0.33931666715408304`}}, {{6.000000135581913, + 0.33858855928364334`}}, {{8.267499999941885, + 0.36180762984867093`}}, {{9.000000002972772, + 0.3655583974891561}}, {{9.999999991187163, + 0.37218427986120883`}}}]}}, {{ + Directive[ + PointSize[0.011000000000000001`], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]]}, { + Directive[ + PointSize[0.011000000000000001`], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]]}, { + Directive[ + PointSize[0.011000000000000001`], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]]}, { + Directive[ + PointSize[0.011000000000000001`], + AbsoluteThickness[1.6], + RGBColor[ + 0.880722, 0.611041, + 0.142051]]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}}, \ +{{ + Directive[ + PointSize[0.011000000000000001`], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]]}, { + Directive[ + PointSize[0.011000000000000001`], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]]}, { + Directive[ + PointSize[0.011000000000000001`], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]]}, { + Directive[ + PointSize[0.011000000000000001`], + AbsoluteThickness[1.6], + RGBColor[ + 0.880722, 0.611041, + 0.142051]]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}}}, {{}, {}}}}, { + DisplayFunction -> Identity, Ticks -> {Automatic, Automatic}, + AxesOrigin -> {Automatic, Automatic}, FrameTicks -> {{Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}, {Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}}, + GridLines -> { + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& , + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& }, + DisplayFunction -> Identity, PlotRangePadding -> {{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.05], + Scaled[0.05]}}, PlotRangeClipping -> True, ImagePadding -> All, + DisplayFunction -> Identity, AspectRatio -> GoldenRatio^(-1), + Axes -> {False, False}, AxesLabel -> {None, None}, + AxesOrigin -> {1.0000001836734693`, 0}, DisplayFunction :> Identity, + Frame -> {{True, True}, {True, True}}, + FrameLabel -> {{"\!\(\*SubscriptBox[\(A\), \(R\)]\)", None}, { + "q", None}}, FrameStyle -> Directive[ + GrayLevel[0], Bold, 20], + FrameTicks -> {{Automatic, Automatic}, {Automatic, Automatic}}, + GridLines -> {Full, Full}, GridLinesStyle -> Directive[ + GrayLevel[0.5, 0.4]], ImageSize -> Large, LabelStyle -> Directive[ + GrayLevel[0], Bold, 18], + Method -> { + "DefaultBoundaryStyle" -> Automatic, + "DefaultGraphicsInteraction" -> { + "Version" -> 1.2, "TrackMousePosition" -> {True, False}, + "Effects" -> { + "Highlight" -> {"ratio" -> 2}, "HighlightPoint" -> {"ratio" -> 2}, + "Droplines" -> { + "freeformCursorMode" -> True, + "placement" -> {"x" -> "All", "y" -> "None"}}}}, + "DefaultMeshStyle" -> AbsolutePointSize[6], "ScalingFunctions" -> + None, "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}, "AxesInFront" -> True}, + PlotRange -> {All, All}, PlotRangeClipping -> True, + PlotRangePadding -> {{Automatic, Automatic}, {Automatic, Automatic}}, + Ticks -> {Automatic, Automatic}}], + Placed[ + Unevaluated[ + LineLegend[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885], + Dashing[{0, Small}]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885], + Dashing[{0, Small}]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885], + Dashing[{Small, Small}]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051], + Dashing[{0, Small}]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051], + Dashing[{0, Small}]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051], + Dashing[{Small, Small}]]}, { + "\!\(\*SubsuperscriptBox[\(A\), \(R, 210\), \((10 M)\)]\)", None, + None, "\!\(\*SubsuperscriptBox[\(A\), \(R, 210\), \((15 M)\)]\)", + "\!\(\*SubsuperscriptBox[\(A\), \(R, 330\), \((10 M)\)]\)", None, + None, "\!\(\*SubsuperscriptBox[\(A\), \(R, 330\), \((15 M)\)]\)"}, + LegendMarkers -> None, LabelStyle -> Directive[ + GrayLevel[0], Bold, 18], LegendLayout -> {"Column", 4}]], {0.53, + 1.001}, Identity]]& ], + AutoDelete->True, + Editable->True, + SelectWithContents->False, + Selectable->True]], "Output", + CellChangeTimes->{{3.79592684217059*^9, 3.795926882473372*^9}, { + 3.795926984922377*^9, 3.795927057929659*^9}, {3.795927188048167*^9, + 3.795927246166794*^9}, {3.795927279297413*^9, 3.7959273406113377`*^9}, { + 3.795927378944343*^9, 3.7959273825156527`*^9}, {3.795927412718687*^9, + 3.795927469548937*^9}, {3.7960938494872026`*^9, 3.796093859017405*^9}, { + 3.7960956962713623`*^9, 3.7960956998000917`*^9}, 3.796353736826159*^9, + 3.796353794961005*^9, {3.7963538567783203`*^9, 3.796353880231456*^9}, { + 3.796353931723311*^9, 3.796353952482366*^9}, 3.796354017567524*^9, + 3.796354048133767*^9, 3.796354139859541*^9, {3.796354244561511*^9, + 3.796354257007237*^9}, {3.7963542884843807`*^9, 3.796354301571093*^9}, + 3.796358758857191*^9, 3.797141927557963*^9, {3.797155467405876*^9, + 3.7971554753887787`*^9}, {3.799980371889859*^9, 3.7999804106710863`*^9}, + 3.799980490344095*^9, 3.799980753188278*^9, 3.7999856154760017`*^9, + 3.799985911368786*^9, 3.799986810722352*^9}, + CellLabel-> + "Out[1008]=",ExpressionUUID->"434a95ac-4325-4690-8638-cbe1fdbee546"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"Export", "[", + RowBox[{ + RowBox[{"ExportDir", "<>", "\"\<1modeAmpWith10and15M.pdf\>\""}], ",", + "pl"}], "]"}]], "Input", + CellChangeTimes->{{3.794745107489871*^9, 3.794745124721113*^9}, { + 3.799980499264429*^9, 3.799980502561658*^9}}, + CellLabel-> + "In[1009]:=",ExpressionUUID->"122a995e-5ef3-45ed-87fd-969231ca115c"], + +Cell[BoxData["\<\"/Users/xisco/git/rdstackingproject/plots/\ +1modeAmpWith10and15M.pdf\"\>"], "Output", + CellChangeTimes->{{3.794745128064619*^9, 3.794745162035549*^9}, + 3.7947460716420383`*^9, 3.795927486329661*^9, 3.796093862811722*^9, + 3.796095702854678*^9, 3.7963540681981487`*^9, 3.796354260560226*^9, + 3.796354304644889*^9, 3.797141931094096*^9, 3.797155479378302*^9, + 3.799980507068618*^9, 3.799986814506641*^9}, + CellLabel-> + "Out[1009]=",ExpressionUUID->"31f48f90-6f4f-4adc-8abf-04fd3ab85765"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{ + RowBox[{"pl1", "=", + RowBox[{"Plot", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + "fit2110phn", ",", "fit2110phn1", ",", "fit2110phn2", ",", "fit2115phn", + ",", "fit3310phn", ",", "fit3310phn1", ",", "fit3310phn2", ",", + "fit3315phn"}], "}"}], ",", + RowBox[{"{", + RowBox[{"qq", ",", "1", ",", "10"}], "}"}], ",", + RowBox[{"PlotRange", "\[Rule]", "All"}], ",", + RowBox[{"PlotStyle", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "3", "]"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "3", "]"}], "]"}], ",", "Dotted"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "3", "]"}], "]"}], ",", "Dotted"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "3", "]"}], "]"}], ",", "Dashed"}], "]"}], ",", + RowBox[{"colors", "[", + RowBox[{"[", "2", "]"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "2", "]"}], "]"}], ",", "Dotted"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "2", "]"}], "]"}], ",", "Dotted"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "2", "]"}], "]"}], ",", "Dashed"}], "]"}]}], "}"}]}], + ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"PlotLegends", "\[Rule]", + RowBox[{"Placed", "[", + RowBox[{ + RowBox[{"LineLegend", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + "\"\<\!\(\*SubsuperscriptBox[\(\[CapitalDelta]\[Phi]\), \(210\), \ +\((10 M)\)]\)\>\"", ",", "None", ",", "None", ",", + "\"\<\!\(\*SubsuperscriptBox[\(\[CapitalDelta]\[Phi]\), \(210\), \ +\((15 M)\)]\)\>\"", ",", + "\"\<\!\(\*SubsuperscriptBox[\(\[CapitalDelta]\[Phi]\), \(330\), \ +\((10 M)\)]\)\>\"", ",", + "\"\<\!\(\*SubsuperscriptBox[\(\[CapitalDelta]\[Phi]\), \(330\), \ +\((15 M)\)]\)\>\""}], "}"}], ",", + RowBox[{"LegendLayout", "\[Rule]", + RowBox[{"{", + RowBox[{"\"\<Column\>\"", ",", "4"}], "}"}]}]}], "]"}], ",", + RowBox[{"{", + RowBox[{"0.55", ",", "1.001"}], "}"}]}], "]"}]}], ",", + RowBox[{"FrameLabel", "->", + RowBox[{"{", + RowBox[{"\"\<q\>\"", ",", "\"\<\[CapitalDelta]\[Phi]\>\""}], "}"}]}], + ",", + RowBox[{"ImageSize", "\[Rule]", "Large"}], ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"FrameStyle", "->", + RowBox[{"Directive", "[", + RowBox[{"Black", ",", "Bold", ",", "20"}], "]"}]}], ",", + RowBox[{"LabelStyle", "->", + RowBox[{"Directive", "[", + RowBox[{"Black", ",", "Bold", ",", "18"}], "]"}]}], ",", + RowBox[{"GridLines", "\[Rule]", "Full"}], ",", + RowBox[{"Axes", "\[Rule]", "False"}], ",", + RowBox[{"Filling", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"2", "\[Rule]", + RowBox[{"{", "3", "}"}]}], ",", + RowBox[{"6", "\[Rule]", + RowBox[{"{", "7", "}"}]}]}], "}"}]}]}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"pl", "=", + RowBox[{"ListPlot", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"Delete", "[", + RowBox[{"dataq2110ph", ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", "1", "}"}], ",", + RowBox[{"{", "7", "}"}], ",", + RowBox[{"{", "4", "}"}]}], "}"}]}], "]"}], ",", + RowBox[{"Delete", "[", + RowBox[{"dataq2115ph", ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", "1", "}"}], ",", + RowBox[{"{", "7", "}"}], ",", + RowBox[{"{", "4", "}"}]}], "}"}]}], "]"}], ",", + RowBox[{"Delete", "[", + RowBox[{"dataq3310ph", ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", "1", "}"}], ",", + RowBox[{"{", "7", "}"}], ",", + RowBox[{"{", "4", "}"}]}], "}"}]}], "]"}], ",", + RowBox[{"Delete", "[", + RowBox[{"dataq3315ph", ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", "1", "}"}], ",", + RowBox[{"{", "7", "}"}], ",", + RowBox[{"{", "4", "}"}]}], "}"}]}], "]"}]}], "}"}], ",", + RowBox[{"PlotStyle", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "3", "]"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{"colors", "[", + RowBox[{"[", "3", "]"}], "]"}], "]"}], ",", + RowBox[{"colors", "[", + RowBox[{"[", "2", "]"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{"colors", "[", + RowBox[{"[", "2", "]"}], "]"}], "]"}]}], "}"}]}], ",", + RowBox[{"PlotMarkers", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"markers", "[", + RowBox[{"[", "1", "]"}], "]"}], ",", + RowBox[{"markers", "[", + RowBox[{"[", "3", "]"}], "]"}], ",", + RowBox[{"markers", "[", + RowBox[{"[", "1", "]"}], "]"}], ",", + RowBox[{"markers", "[", + RowBox[{"[", "3", "]"}], "]"}]}], "}"}]}]}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{"pl", "=", + RowBox[{"Show", "[", + RowBox[{"pl1", ",", "pl"}], "]"}]}]}], "Input", + CellChangeTimes->{ + 3.790687525253502*^9, {3.790687557253933*^9, 3.790687626971509*^9}, { + 3.794719124299356*^9, 3.794719146529956*^9}, {3.794719180837043*^9, + 3.7947191812895803`*^9}, {3.794719305404557*^9, 3.794719337912737*^9}, { + 3.794721676616198*^9, 3.794721757729083*^9}, {3.794724859435648*^9, + 3.794724871790597*^9}, {3.794725118644602*^9, 3.794725128522792*^9}, { + 3.794725191243411*^9, 3.794725307093557*^9}, {3.794725563587913*^9, + 3.7947255660669003`*^9}, {3.794725621167235*^9, 3.7947256582695427`*^9}, { + 3.794725692370412*^9, 3.794725727205797*^9}, {3.79472578245535*^9, + 3.7947257864266376`*^9}, {3.794725889374425*^9, 3.794725902858295*^9}, { + 3.794739474434404*^9, 3.7947395084574623`*^9}, 3.7947395603435717`*^9, { + 3.794739686714759*^9, 3.7947397191384478`*^9}, {3.7947403874163218`*^9, + 3.794740387705484*^9}, {3.7947404250313663`*^9, 3.794740453903274*^9}, { + 3.794744222356772*^9, 3.794744353459815*^9}, {3.79474439946644*^9, + 3.79474440456758*^9}, {3.794744645377489*^9, 3.794744722859313*^9}, { + 3.794744758122776*^9, 3.794744821780858*^9}, {3.794744955065797*^9, + 3.7947450145192633`*^9}, {3.794745138271893*^9, 3.7947451494360533`*^9}, { + 3.794745921578874*^9, 3.79474592686471*^9}, {3.794745958139057*^9, + 3.7947460040466757`*^9}, {3.795926735584828*^9, 3.795926750001438*^9}, { + 3.795926840980708*^9, 3.795926881973667*^9}, {3.795926984285624*^9, + 3.795927057185601*^9}, {3.795927187424131*^9, 3.795927317963451*^9}, { + 3.7959273653070593`*^9, 3.795927469071863*^9}, {3.7959275793498373`*^9, + 3.795927639714816*^9}, {3.79593004771889*^9, 3.7959300523977757`*^9}, + 3.796093877307585*^9, {3.7960939104982977`*^9, 3.796093915346106*^9}, { + 3.79609570865803*^9, 3.796095715257702*^9}, {3.796354313175235*^9, + 3.796354342295594*^9}, {3.797141941449052*^9, 3.797141941648987*^9}, { + 3.7971554860235777`*^9, 3.797155514967325*^9}}, + CellLabel-> + "In[1011]:=",ExpressionUUID->"0616653d-f922-48dc-b2cf-1fe75f68efcb"], + +Cell[BoxData[ + TagBox[ + GraphicsBox[{InsetBox[ + GraphicsBox[{{{GraphicsComplexBox[CompressedData[" +1:eJxN13k0VP//wHFkxpqtPlkLzUdkqZRC5L6zFEpkSbZkTQihFMquKCG7kCxR +JEslUVkilIhSn7JmS7aJGIz4ze+Pe1/ff2bO65y5rzPvO+c85nkl7T2NnViY +mJhcGC////71t4EiExMVi+Ce9tvUO4ntVkjSS+maxRYpXle9vk9hknZOZVzD +89jU47d1paQZrDqWVSC8dhEbHq8ZkPiHiuWtJ+/JukXHntenP5cqpGJbw+Ny +k9JWMT2PLZUNur+x+8u+kbrPmZBKe/y/fr2/sYidoz+UNFlQ/d6X6ocDZjHu +m9fFZ9+sQ31sTmcP889h4063T5YpkFCqS+t4S8ocxldzWrX/CRn9uK/mxEr5 +g8XEJm/i3cqOQvW1i09l/cHKo/928V7nQD2druLjfPOYJMt21SBuLvTNR30H +a+Q8NrpQnU69yI1CS8o/FEzOY/NnNuR1rK1HEl099SOmC1gxU0ZMSAgv0ubf +KuD+ZAGz5mpSTfflQ85l01ZVbDTsumk2U5EyP9Jqv8ojZk3DbK1LGmum+NGb +Ys7Y9HwaZpWT1UeqEECpDhMufTM0TC6w4Eyl7wZknPN68dmeRSx/4/D02e0b +ESfpefB7j0VMZ4Kl1WRqI4r+ZHkt9eEiFhdslquR9w/6r2bf3ad9i1jJg9rJ +ePNN6FasnFk8zxI2y8cTLSYiiC6od6VKYkvY4L5YqcJ2QbTyYfb1tbNL2Hz6 +7Ea3RCHU/f7UclTiEtZ728M32UwYxaisfWKuWcI89bZ01nOIIK/2us03+pYw +aY3SsG1tIkij72dUOfMyFv37wp4bYaKI+47If6ESy1itiqnJyX1iKIcnl7Ss +voyJvdr41npRDK2p/bq73nIZo7BwqNo/2oz8QzME032WMcPw/tWs81uQc1cy +vTxmGdvWOF7fIyOOes8/7C/KW8Y60rhpoT3i6NU5sStLVcuYUfd1rNRQAp2Z +4bvX3r6M8WD5oXcfSqDM+yc2bBxaxvqayj1l10uina+U2T4tLGOpqe8Tx89J +og6zMwLSHHSsUI9JdXuzJEqWeF5pJUzHWoWlrrHKbkUblpzCyLJ0TLPFwfR0 +xFakpK3q1qpCx/LqSyyofVuRX3ODZvwhOib0/Re7GKKgPWxo5a0pHfvRiZSb +0ymosSV81cmOjjUe7F5aW6Mg94Qz860edCwi9vzLd2d/YyHpbsmmFlOYafQN +Icc2Cmr2+sK104WOldTa0kaeUDGpijvS7iJT2J0do9KbnlBQoNNuzQ5HOsY9 +uoujfJSCroq8uxnqRse0/jux0ceSioXcunUwhj6JvQpO2OlZQEEh0jW3xRzo +2C6VPj6ubxSEzVrt/naWjv1MCGO2mKOgiyYykjLn6Ngtp84cVQUq1j1mk6M9 +OYl1bHetEL1HQdu8MvMP2jPOP/gksbKLgtbv/LvIyrh+Wd0ygjRFQUYW1o/N +3OlY96/iK8VLFHSBe+rHEmNfhRzfr4xNVCw3uEL54fAkZnHVbP53JgXlrbMZ +72Lcj3d7s7tjOijouPmMUDrjvGHxOm+/j1PQkaMqSpOM89hiqa9DFyjIu25N +MJ6x71hynVr3CgXVf2ALtWfcvyaexzHHuKjYYn9qSP/AJJYlc2STTQYF2V1s +XMpg7OcbSKItfqCgBjlyqiNjf7Oa2s9DPymI9wS3cyVjf954zMDUH8bcIpBj +zdh/G1VaH6RT0H2dOeUdjP2ck+9E3FYpqDxVoS6ZMeOeUYcpieUW4FlUHd2S +xxU8E1Ny0KXfnyY863jAja3/PkN4ppf5dHdDJHi230tcUkEePJNRSeh1aQDP +os4I9cvYg2eP2KozR2mzhGcCTmdCKq6AZ4/TXPKF2MGzlBFu2udQ8Kyq+JMU +af4P4dmQsOs8myt49u1h78SnDvCsPyv4+CVV8EzYgv/RjTTwLPJsKNV7aoHw +TMqVdyhCEzxbEL7blHcTPFu1fOgU8QU863da0OsRBc9Wg7Zz6pqDZ98Epv7R +TwDPXEj8dt5vwTOqQLeuEm2R8Czbde5YiDR4tli3nf3acfAs78tILFMgeGZ8 +oa20Owc8ExN02vj0DXj2wFF3kX9sifAspVuCJkQCz9y3D4TXS4BnmgcLO6jq +4JnNMZ8/uWbgWYOh78d2D/Cse3dk1UQ4ePas6L6ufRp45kK7wWdcAp5pLrgI +NNSCZ/5/DwTkdIFnEvvJ2JaRZcIzOVoue+yfZcKzwCF+CTdW8KyfJBvhIwCe +eSnG11wTB8+WOOkhLArg2Z09vmkLKuBZ0rwoT54OeCY8+mo7rW+S8Cwstm2T +AwaeMV0cK4y+M0l49qFH2W63Oni2cUBy4romeOb847KAqz941jT35EfSfvBM +y1HUkobAM++Wz+2C2uDZ4JQLlckVPOM63ZHSpAqeKRlvjlVA4Fmxf0G5kRZ4 +9nPMRatPGzxrYIqz67YDz5bbNj8+pQqevS4vcmnGwDNfe7XhSU3w7Dv57ZYA +bfCsuLnzwEEd8Ey/svhegw14Nuw7/kBWFTyjVcg1JmHgWU8zaeqFJnjG35oW +qKcNnu1wGGrk1QHPfJj3F3nrgGeblZ5b+Z+eIjxzjxy+13l0mvCsQU5ezdkR ++mzk6pxktTr0mfTPII3rLeCZhftmA0sn8EzPOc4tggaera2zT3dKBM/42Xn3 +FspCn0m6KxgPlIFngk94pKgHwDOPxwF2Y1Xg2doik3CbPPRZVxvPGaYc8Ey2 +/FqZP/sC4Zkdm6qSiRd45tGy2+9oO3h2aMny7Zok9Jmd0rRq+QXwLB67aB73 +Cjzb7S7vrsy+SHhW33e9IP4IeLYp+hDNKBI8U0tuXhytA8+O+Fr3Ls6DZwrc +IXbTUtBnR3gqftSdAM+Ye6r9roeAZxz1Xxw3PALPmui7luQ/g2eN17ZI2y2C +Z5/Mo0RNxKDPQmw3Vk+qgWdf5pwiFS3As1f75D1l/cCz1GeN++PiwTNO8yqp +5GLwbLT0A8n9DXjWvPN2Wdy3/+mzsSRFg9/g2cIJ7Y1OJDrh2fBVxQSSCJ3w +7Or55pGdCtBnLPrvnWU0oM+KeV6M3jMEz6JCdY9L2oJnIbYLzennwDOPdREX +YwLBs1nbJIfPUeCZjmJFz+8U8GzmmNC68i7oMz7jQSZ6HHhmRDW8b5AGfbZ9 +Wp7iEQOejZn67ghMBM/u7M/1Kg2cIjxTs2rQzL0BnqkHZ3C+vA2e+ff6e6sk +g2cdg8am1z2mCM80g10raqLBs19cvfY98eDZgjJ/sWUSeLZO8XzoPyng2TWm +L+uvnpkiPDNSzaDoRYNnQ/TdLW7x4Jn4vr3hE4ngGXugCn9BMnj29ZN6U1gK +ePaAPcKO7jBFeNbnd0+PNxo8i8kdcN0TD55pDQn0VySCZzzNN956JoNnm2XW +PTyaAp792Sn55UUKeFZPF/X/x3Sa8MwiSzuNdGKG8Kww7qpR10Eq4dkt13xr +s8/gWWyojq8043fHPTuQPHdChnOW8MxeU1yuIWuW8CzY+nzcmtoc4Vniuk8f +1jrAs+JNLBcOnPhDeJZ2tkO8pR880zydVGBmMU94hs3QDlBbwLORj54NbeoL +hGcxlzWjtO6BZ7fCxcw3MZ4ncc9Wsvx/7HOkEZ6Fe6p06T4Fz45b9EYcYlsk +PLsrorot4dgi4VlazWxHeDJ4lqe9x1H6K3h2/Xwatwb/EuFZxv5k8h/9JcKz +047+dYpXlgjPwp8d+KxXBJ6l3TxZwPoNPDv5WertW5ZlwrOcc/dVheSXCc/y +cq7oLh9fJjyzUfzmJsJ4PsQ9Ezr5x/N9InimLuyZY1QOnu3/484a3waelfT8 +p+QwDp4NuJNoH5nphGc1uUWfGxj+4J7ZKhidfraLTngmzukXwMP4/8Q90xow +rx21oBOe+VMUzPTcwbPZ4L1/xIPAsyUt5b7UOPBsVrZQnysbPPMKs+Seegye +Zd12efP3JXgWmGwQJPYOPBMoU/ma9xU8c9eV0CkYBs/4wvyR82/wDMsN6pfp +nCY8y07vNxebAM+oqh/bzG9PE549/+t4ZGwMPFsXwZN+aBo861s4vW6dzzTh +2crNKw91R8GzzXrG7eWT4Nmjxt6XX2bAswA3181BDtOEZ0crXxldGgHPvk3f +HB+bAM9aGvyCeWfAMy57mvFdKnjG8eDwSpPVNOGZaq7yIO8IeCZJ09gXOgGe +NbF4bi2aBs9sa1wy1ajgWZx7dh/Lb/Bsi5CH85T5NOFZfMTr1O/D4NmTSe+j +hhPg2Ta5G0OXpsEzIeXhcg4qePZzJ9uWj1TwzHuyMVHpN3jmIdQo50rmRrhn +edkdK6y1XAj3zPPljkB3Dy6EexY+9DPSWpwL4Z617O4V6engRLhnK4nK7fKB +nAj3zLlC5W/dDk6Ee+Z5c6Aro5cD4Z5NXm+t8oznQLhn2pY1q6MGHAj3TNWu +dUM9OwfCPYs8pS649T07wj3bLloRapPIjnDP1JUoQb1W7Aj3LKTXu/2NLDvC +PVv+tu34sSU2hHv2szzDwvQ9G8I9e/tI8dPpfDaEe4YGdQrkr7Ih3LPOOFSs +bs2GcM9iRQREKfvZEO7Z44xoJC3KhnDPBApN+A2Y2BDu2ff+kWPYCBnhnpUp +PWVubCMj3LO6MAdT/edkhHtmIr355+0cMsI9i6fvansUS0a4Z4cOTA/fDiQj +3LPwZyEhQm5khHt2SVJd6KsVGeGeKUQcV7Y+Ska4ZwlvOo91apAR7pnc7eQM +891khHvGHTRqfleKjHDP/JQOrPiJkBHu2d89jdNCvGSEexbbLvyvKImMcM+M +T/IKfqeTEO7ZNtn6fIdZEsI9YzcNSuH+RUK4Z9uP/KsRNkhCuGdVsnIB6f+R +EO5ZeqGYeFYnCeGeRVd18J9/R0K4Z6uapGjBRhLCPctmOewl/5qEcM8eKmoO +C1SREO7ZhqgdWx5WkBDumSlL1YWpRySEe3bu6A2LmSEuhHvmmFlNrSslIdyz +Me6awVPzXAj3jP+LXOSechLCPfNWbz1s9piEcM+o2slJv/9yIdyzBeYLu6YZ +n8c9Ey3nZeJi7Mc9+8Wm1phdQkK4Zxr3zPYqsnAj3LOSxGerRxjfH/esM0bh +uDPjetyzqqSF/mXG9bhn+Q80aYcYM+6ZR2T3tWOs3Aj3zFLwEGsAYx/umb24 +pGAiYx/u2YKACqcM4zy4Zywviz75MPbhnulozsuLMGbcs69cw7HWJG6EexYc +WHLrNmM/7tmlzkvMRYz9uGdnzyTf12Dsxz2LnI3Rj2bsIzyTqYrdxZhxz+zy +5z+sY8y4ZwPPb+UY3OciPKv0vZx43gM8E+/p+xAnB54lskg1WfzkJDxjC1wr +ouWAZ2wrAiz9puDZEovAzRhO8GyPymt1tRfgWW2K0GPvc+CZQsXGlRkZ8MzA +xtruyw92wrPQ0bzPD/LBsxfsXYnV58CzkI8Dwhf2gmdKXyuXB1nBs8bhiSS1 +T+DZ1n7aoFIheDbI+apUMRQ8E3KWXqFbgWfRj2Wxof3gWWSAwssbwuCZiWFK +oyidTHg20JJRGjdAJjzbei/8e2YjeKbW/5OXXAKeJWmPKWukgmevhg2MWELB +swnj8pbLHuBZRHlZepQleNb37ImnhC54Nmv6mW1KGTyT4yoytJAGz8IjJy+9 +FgLPMB/x7j1c4NnJU8pFhn9JhGevZ86m8f4mEZ6Np1TdCRkmEZ7Vhh6mujH8 +wT1rtHt/a3M7eLYm2RQc+QY8mzH+xrG9+n88K/YMji4Dz4pZxfXTCsEz9W0q +Fo+ywTMrfg7X8FTwrFrtyq7D8eDZ+z1fv4ZFg2fvK/vcr4WBZ5WfLwobXwHP +RCTlNlVdBM/0KikxUjfAs9Ys3ifLl8Ez8Zoz1lOp4NmC0tmc3ADwLFktQNn8 +EniWcaO96uFd8KxRzVnOPxA8c7en6cpcBs9W/D4EXvMDzyJPjUes5XARnj3R +z5wfCQTPFqa3msRfBs/++vrtnPEDz4KrpcUl/MCzUxsM3QryuAjP2AYNV0Sv +gGf3/KsXGy+DZ+bezTKUS+AZ/4nTDSZ+4FlLgXDc5EXwzHXP1xr/fC7CM7UN +G9mVr4Bn+o6PTAYug2fhE74KBy6BZ50kr8xzfuBZLN+KKdkPPFPYGtTReRE8 +o/vRn0Q6Q5/Fv5d2SuXnJjyry7q6XbcMPPN5U3zY9gT0WfT4i6jaVfBsVsE6 +wz8XPOtysPVYMAbPCgeY3VaZOAnPhPwD37g/Bc8smB2Z+7zBs3+dVJqKd0Cf +3ejuOpk+C56lKSR4rb0Az2jJTsM6oeBZ2w+FvAIj8GzXRztuuy3shGePIg9+ +9KGCZyVG+bTYZvDMxdrR2CYbPBP0PiGcfAU8S61auPTCEjzj+nWlerca9Jl2 +JKc3hwT0WdKWw/UDrGyEZ9uiQ+bCpsCz6fp+rxNfwbOxs5NBlAbwbF/e447B +UvCMvVl2Z0YWeCb97FgC3y3wbG0qR6YhCDzbuUbbYnsePMthqfp3xBE8Eypb +7xBgAZ7V3k1inTGAPtt5mc92QAv6jL+j42CpKvSZtdikeesu6LP+Y8Z3U2XI +hGdHd79qRRJkwjNJs3+lqAxPcc+kf32lB/CTCc+ajJSL73CSCc8WZZlHbrGS +Cc+q7FKrbFbBM039mKGxRfDs4senbJ/nwLOoonyrrGnwzFN9dCvLL/AsdujQ +Z8kR8Oz24KxUlTo34dnqnTMKUWPg2WMbvjMdx7kJz+QvT59t+AmeGR4QPmky +Cp4dXrU+r2LNTXgm3Ry2134cPGtllqmcGgXPvqQUrH8xAp4tDNUN29tBnxX2 +tbOVj4NnpfIqhmpj4NnFZxfiyKPg2bsUm/ZzI+DZ1SWbvHkH6LMSA3Xub+Pg +2b9vIvfaj4FnSRUFE/Kj4NkshTaSMAKe1fZ0tBweAc90hmfsNZygzxpHdP+Z +HgfP8pD24wtj4JnBUKU4GgXP9vcX0e6PgGeaBy+2Wo6AZyky7m1KI+DZac8D +pKeHwbMST95a41Xoswd2Ay7uD8CzM78VXxibg2dBSjurF0hchGdLx2eDbUvA +s5dLaQkXToFnl9Lb3Xs4wbNfhR/LrteAZ9k3XVWV/cCzdtlIRZtd4JnW9wF9 +8//xjPeFj9mpKvDMjv2o+osg8Mzqg4zZEwPwzMvkn3OnRMGzUuX13+9PgWeL +EX+jhJvAs2WhMkPTLPBsuf5H3nQAeJYV+3aHswV49uyo1h+u/eBZ+oj68PAW +8EzuA5verXXgmefAf6FfJ8AzOzGtS7Ld4Bla1RLQrAXPEj+qNio9As94/2qE +zKWBZ296N3OcvA6eFbLfNFm5BJ7p3IzZ73wWPLPMpGU3WYFn7ZSlPyqG//O8 +Kadu6aEJnnkFUWqVlcGz6sqE+RY58IzP4NOP15LgWclYOumCEHh2/dAJ/jke +8Czqua5yAhk8yyz3MWJehT4bfrmOg38B+izby9eaZwb67JjsLOX7GHg24eLn +FjgInjH1Wj+9+R08e0lxyfX4DJ5NPFPnZukAz/aS06IPtoJnVwe3WL+mgGeC +uawjgm3g2Tv9KP+pveCZms+cT/QH8EzfWE7v4TvwbM3X5l6fBnjmUR+WqdMO +nj2jbvQ//R48C7ofbzjfCp7t3pt9wEALPMvPWF+c2w6eeVpLsNe8B88yU+7m +G74Dz8q+Fx260wqeWYlorYbogGeZLb8+draDZ3d+lk2OvwfPBGxKpwLfgWcc +AkEHm1vBs7HT6209WsEzE4sDVXcOgWfNXuHuv9rBsx1e9qNMbeBZwMhaasI7 +8IyvSbyprxU8qym92BHeCp7RUz1mzRnz/wE7rqOr + + "], {{{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, + {RGBColor[0.560181, 0.691569, 0.194885], Opacity[0.2], EdgeForm[ + None], GraphicsGroupBox[ + PolygonBox[{{78, 148, 142, 137, 133, 130, 128, 79, 80, 81, 82, + 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, + 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, + 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, + 123, 124, 125, 126, 149, 143, 138, 134, 131, 129, 150, 144, + 139, 135, 132, 151, 145, 140, 136, 152, 146, 141, 153, 147, + 154, 127, 204, 231, 224, 230, 218, 223, 229, 213, 217, 222, + 228, 209, 212, 216, 221, 227, 206, 208, 211, 215, 220, 226, + 203, 202, 201, 200, 199, 198, 197, 196, 195, 194, 193, 192, + 191, 190, 189, 188, 187, 186, 185, 184, 183, 182, 181, 180, + 179, 178, 177, 176, 175, 174, 173, 172, 171, 170, 169, 168, + 167, 166, 165, 164, 163, 162, 161, 160, 159, 158, 157, 156, + 205, 207, 210, 214, 219, 225, + 155}}]]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, + {RGBColor[0.880722, 0.611041, 0.142051], Opacity[0.2], EdgeForm[ + None], GraphicsGroupBox[PolygonBox[CompressedData[" +1:eJwV0OlSDQAYBuBzSqtSWqlfbqlLcAG6ByKVVEh1kLRYQqFVIdmJlEq2Fu3a +RNa0ePrxzLwz78w387379mdnHQgLBAJBQhwUnvGAu9ymlWYOkcNhjpDLUfLI +p4BjFHKcIoop4QQnOUUppymjnApCnOEs56jkPFVcoJoaaqnjIpe4zBXquco1 +rtNAIze4yS2e85B7dNBGCy94RBedtNPDY+5zh5c8oZtXPKWXpu3hDJhJChns +Ipm9xBBPEnuIIJo4dpNOGDuIYieJpLHl9iYbrPOPNf7yh9/84ic/WOU731jh +K8ssscgC83xhjllmmGaKSSb4zDhjjDLCJz7ygfe8Y5i3DDHIAG/op4+gH8KJ +JJYEUnmt+w+6YGM/ + + "]]]}, {}, {}, {}, {}, {}, {}, {}, {}, {}}, {{}, {}, {}, + TagBox[ + {RGBColor[0.560181, 0.691569, 0.194885], AbsoluteThickness[1.6], + Opacity[1.], + LineBox[{1, 71, 65, 60, 56, 53, 51, 2, 3, 4, 5, 6, 7, 8, 9, 10, + 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, + 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, + 42, 43, 44, 45, 46, 47, 48, 49, 72, 66, 61, 57, 54, 52, 73, 67, + 62, 58, 55, 74, 68, 63, 59, 75, 69, 64, 76, 70, 77, 50}]}, + Annotation[#, "Charting`Private`Tag$477657#1"]& ], + TagBox[ + {RGBColor[0.560181, 0.691569, 0.194885], AbsoluteThickness[1.6], + Opacity[1.], Dashing[{0, Small}], + LineBox[{78, 148, 142, 137, 133, 130, 128, 79, 80, 81, 82, 83, + 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, + 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, + 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, + 124, 125, 126, 149, 143, 138, 134, 131, 129, 150, 144, 139, + 135, 132, 151, 145, 140, 136, 152, 146, 141, 153, 147, 154, + 127}]}, + Annotation[#, "Charting`Private`Tag$477657#2"]& ], + TagBox[ + {RGBColor[0.560181, 0.691569, 0.194885], AbsoluteThickness[1.6], + Opacity[1.], Dashing[{0, Small}], + LineBox[{155, 225, 219, 214, 210, 207, 205, 156, 157, 158, 159, + 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, + 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, + 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, + 196, 197, 198, 199, 200, 201, 202, 203, 226, 220, 215, 211, + 208, 206, 227, 221, 216, 212, 209, 228, 222, 217, 213, 229, + 223, 218, 230, 224, 231, 204}]}, + Annotation[#, "Charting`Private`Tag$477657#3"]& ], + TagBox[ + {RGBColor[0.560181, 0.691569, 0.194885], AbsoluteThickness[1.6], + Opacity[1.], Dashing[{Small, Small}], LineBox[CompressedData[" +1:eJwNzNlWgQEAhdFfkTJrkKLB0FwIr9GNR/AA9dooJZKpwb7YF986a51S96Xz +HAqC4IkeNXFNhTOKHNO3DXjljSHvfDDikzETvpjyzYw5C5as+OGXP/4J/IfY +YJMwEbaIss0OMeIkSJIiTYYsu+yxzwE5DslT54Yq55xQoMEtF5Q45ZE7LinT +5J4rWjzQ5og16U8ebA== + "]]}, + Annotation[#, "Charting`Private`Tag$477657#4"]& ], + TagBox[ + {RGBColor[0.880722, 0.611041, 0.142051], AbsoluteThickness[1.6], + Opacity[1.], LineBox[CompressedData[" +1:eJwV0NlWQQEAQNHbp/iIBhGRMVQ0KUNRoiRkqBTlz9se9lrn+YTaw8rbVhAE +JbbFNzNGvPJMlx122SPMPhGiHBAjziEJkhyRIk2GLDnyHFOgSIkTTjmjTIVz +Lrjkimuq3HBLjToNmtxxT4s2DzzS4Yc5Ywa80GPJB+9sRvRZ8cmEIb98MeWP +BWue+Ae0Ix2t + "]]}, + Annotation[#, "Charting`Private`Tag$477657#5"]& ], + TagBox[ + {RGBColor[0.880722, 0.611041, 0.142051], AbsoluteThickness[1.6], + Opacity[1.], Dashing[{0, Small}], LineBox[CompressedData[" +1:eJwNxls2QgEAAMBrKS2oH0toAdlDIakkCuVRpKiQSHklJUliTeZjzplQZGU5 +uhQEQZiYzBgz4IkeXeKsssY6CTZIskmKNBm2yLJNjh12yVNgj30OKFLikCOO +OaFMhVPOqHJOjToXXNKgSYsrrrmhzS0d7vjmgzee6fPAnAlDXnjkh0/eeWXB +lBG/fPHHPf/R8TTW + "]]}, + Annotation[#, "Charting`Private`Tag$477657#6"]& ], + TagBox[ + {RGBColor[0.880722, 0.611041, 0.142051], AbsoluteThickness[1.6], + Opacity[1.], Dashing[{0, Small}], LineBox[CompressedData[" +1:eJwNz8tWgWEAheHvFyqhVOgw6oJMXIILqEutdFRUpIMkhU4insGz1rvWHu29 +ykF5PwohlDgU+VgIq6RIskDEke2YKieccsY5F1xS44pr6jS44ZY7mrS4p80D +jzzxTIcXurzS440+73wwYMiIT7745odfxvwxYco/Mwo+rLHCInFiFMmRZokE +W6yTYZltNsiywya7BOYh5TAb + "]]}, + Annotation[#, "Charting`Private`Tag$477657#7"]& ], + TagBox[ + {RGBColor[0.880722, 0.611041, 0.142051], AbsoluteThickness[1.6], + Opacity[1.], Dashing[{Small, Small}], LineBox[CompressedData[" +1:eJwNw9s2QlEAAMCd7xAdhXKr5FoJhYoiCRWig/LE/7+ZWWui+K//mwghdF1c +CCH21Wcf7Hlr0iWXTRm5YtqMq665btacG2665bY75i1YdNeSe+574KFHHlu2 +YtUTa5565rl1G1546ZVNW7a99saOn745dOC9d345ceSjfb99d+yTMz98ce7U +H7v+A016FnU= + "]]}, + Annotation[#, "Charting`Private`Tag$477657#8"]& ]}}], {}}, {{}, {{ + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[ + 0.011000000000000001`], AbsoluteThickness[1.6], + GeometricTransformationBox[ + TagBox[InsetBox["\[FilledCircle]", {0., 0.}], + "InsetString"], {{{1.5000000013587296`, 0.9847834098056367}}, {{ + 1.8319999939041463`, 1.061907893136631}}, {{2.3162500217487514`, + 1.1813678581916474`}}, {{2.4999999994437268`, + 1.2041833282235102`}}, {{3.0000000003832876`, + 1.293739383767079}}, {{3.0000000231065544`, + 1.2933556521098364`}}, {{3.5000000002660014`, + 1.356392538382269}}, {{3.9999994979214217`, + 1.4227761096623466`}}, {{3.999999999948025, + 1.4186329082260318`}}, {{5.000000001639429, + 1.520246650457655}}, {{5.499999996466635, 1.561013026830306}}, {{ + 5.999965558735909, 1.5766320816548154`}}, {{6.000000135581913, + 1.5837434545544529`}}, {{7.000000000091683, + 1.627430006520838}}, {{8.267499999941885, + 1.6846077495295744`}}, {{9.000000002972772, + 1.703897383662986}}, {{9.999999991187165, 1.728038674289375}}}]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[ + 0.011000000000000001`], AbsoluteThickness[1.6], + GeometricTransformationBox[ + TagBox[InsetBox["\[FilledDiamond]", {0., 0.}], + "InsetString"], {{{1.5000000013587296`, + 1.0300303506211028`}}, {{1.8319999939041463`, + 1.11403591114808}}, {{2.3162500217487514`, + 1.2302506708884984`}}, {{2.4999999994437268`, + 1.2545297806190598`}}, {{3.0000000003832876`, + 1.3390667355212305`}}, {{3.0000000231065544`, + 1.33785783802253}}, {{3.5000000002660014`, + 1.3982269610558422`}}, {{3.9999994979214217`, + 1.4645983328660694`}}, {{3.999999999948025, + 1.461744983335513}}, {{5.000000001639429, + 1.5616103640560324`}}, {{5.499999996466635, + 1.6003870246473806`}}, {{5.999965558735909, + 1.6123041304704113`}}, {{6.000000135581913, + 1.6204109874225416`}}, {{7.000000000091683, + 1.663000693399253}}, {{8.267499999941885, + 1.7185755696751204`}}, {{9.000000002972772, + 1.737652836555821}}, {{9.999999991187165, + 1.7597581251757366`}}}]}, + {RGBColor[0.880722, 0.611041, 0.142051], PointSize[ + 0.011000000000000001`], AbsoluteThickness[1.6], + GeometricTransformationBox[ + TagBox[InsetBox["\[FilledCircle]", {0., 0.}], + "InsetString"], {{{1.5000000013587296`, 3.412157828319535}}, {{ + 1.8319999939041463`, 3.3239932577094233`}}, {{ + 2.3162500217487514`, 3.262753588937343}}, {{2.4999999994437268`, + 3.154578720296453}}, {{3.0000000003832876`, + 3.0892207691868503`}}, {{3.0000000231065544`, + 3.121766798273654}}, {{3.5000000002660014`, + 2.961932551785176}}, {{3.9999994979214217`, + 2.9853036905674912`}}, {{3.999999999948025, + 2.9750016708521745`}}, {{5.000000001639429, + 2.9011907457868897`}}, {{5.499999996466635, + 2.8830198526699053`}}, {{5.999965558735909, + 2.816273532689838}}, {{6.000000135581913, + 2.8309742624929344`}}, {{7.000000000091683, + 2.7828888395495923`}}, {{8.267499999941885, + 2.732300338417763}}, {{9.000000002972772, 2.716649901818914}}, {{ + 9.999999991187165, 2.6851662171224966`}}}]}, + {RGBColor[0.880722, 0.611041, 0.142051], PointSize[ + 0.011000000000000001`], AbsoluteThickness[1.6], + GeometricTransformationBox[ + TagBox[InsetBox["\[FilledDiamond]", {0., 0.}], + "InsetString"], {{{1.5000000013587296`, + 3.4302666631935868`}}, {{1.8319999939041463`, + 3.35280639151052}}, {{2.3162500217487514`, + 3.288783123843059}}, {{2.4999999994437268`, + 3.1812217866061565`}}, {{3.0000000003832876`, + 3.1178814439495612`}}, {{3.0000000231065544`, + 3.1408056026755995`}}, {{3.5000000002660014`, + 2.9432021108126283`}}, {{3.9999994979214217`, + 3.0003805448359233`}}, {{3.999999999948025, + 2.9927740303631936`}}, {{5.000000001639429, + 2.9218470544255837`}}, {{5.499999996466635, + 2.901732180264321}}, {{5.999965558735909, + 2.8224789370816814`}}, {{6.000000135581913, + 2.8478223912616674`}}, {{7.000000000091683, + 2.799762716288754}}, {{8.267499999941885, 2.749243054701984}}, {{ + 9.000000002972772, 2.731124916802326}}, {{9.999999991187165, + 2.697746856790584}}}]}}, { + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[ + 0.011000000000000001`], AbsoluteThickness[1.6]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[ + 0.011000000000000001`], AbsoluteThickness[1.6]}, + {RGBColor[0.880722, 0.611041, 0.142051], PointSize[ + 0.011000000000000001`], AbsoluteThickness[1.6]}, + {RGBColor[0.880722, 0.611041, 0.142051], PointSize[ + 0.011000000000000001`], AbsoluteThickness[ + 1.6]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}}, { + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[ + 0.011000000000000001`], AbsoluteThickness[1.6]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[ + 0.011000000000000001`], AbsoluteThickness[1.6]}, + {RGBColor[0.880722, 0.611041, 0.142051], PointSize[ + 0.011000000000000001`], AbsoluteThickness[1.6]}, + {RGBColor[0.880722, 0.611041, 0.142051], PointSize[ + 0.011000000000000001`], AbsoluteThickness[ + 1.6]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}}}, {{}, \ +{}}}}, {}}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->{False, False}, + AxesLabel->{None, None}, + AxesOrigin->{Automatic, Automatic}, + DisplayFunction->Identity, + Frame->{{True, True}, {True, True}}, + FrameLabel->{{ + FormBox["\"\[CapitalDelta]\[Phi]\"", TraditionalForm], None}, { + FormBox["\"q\"", TraditionalForm], None}}, + FrameStyle->Directive[ + GrayLevel[0], Bold, 20], + FrameTicks->FrontEndValueCache[{{Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}, {Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}}, {{ + Automatic, {{1., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {1.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {2., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {2.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {3., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {3.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {0.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.6, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.7, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.8, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.9, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.1, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.2, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.3, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.4, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.6, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.7, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.8, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.9, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.1, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.2, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.3, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.4, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.6, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.7, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.8, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.9, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.1, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.2, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.3, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.4, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.6, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.7, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.8, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.9, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {4., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}}}, {Automatic, {{2., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {4., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {6., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {8., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {10., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {0., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {4.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {5., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {5.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {6.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {8.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {9., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {9.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {10.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {11., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {11.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {12., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}}}}], + GridLines-> + FrontEndValueCache[{ + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& , + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, + 6}]& }, {{{2., + Directive[ + AbsoluteThickness[0.1]]}, {4., + Directive[ + AbsoluteThickness[0.1]]}, {6., + Directive[ + AbsoluteThickness[0.1]]}, {8., + Directive[ + AbsoluteThickness[0.1]]}, {10., + Directive[ + AbsoluteThickness[0.1]]}, {0., + Directive[ + AbsoluteThickness[0.1]]}, {0.5, + Directive[ + AbsoluteThickness[0.1]]}, {1., + Directive[ + AbsoluteThickness[0.1]]}, {1.5, + Directive[ + AbsoluteThickness[0.1]]}, {2.5, + Directive[ + AbsoluteThickness[0.1]]}, {3., + Directive[ + AbsoluteThickness[0.1]]}, {3.5, + Directive[ + AbsoluteThickness[0.1]]}, {4.5, + Directive[ + AbsoluteThickness[0.1]]}, {5., + Directive[ + AbsoluteThickness[0.1]]}, {5.5, + Directive[ + AbsoluteThickness[0.1]]}, {6.5, + Directive[ + AbsoluteThickness[0.1]]}, {7., + Directive[ + AbsoluteThickness[0.1]]}, {7.5, + Directive[ + AbsoluteThickness[0.1]]}, {8.5, + Directive[ + AbsoluteThickness[0.1]]}, {9., + Directive[ + AbsoluteThickness[0.1]]}, {9.5, + Directive[ + AbsoluteThickness[0.1]]}, {10.5, + Directive[ + AbsoluteThickness[0.1]]}, {11., + Directive[ + AbsoluteThickness[0.1]]}, {11.5, + Directive[ + AbsoluteThickness[0.1]]}, {12., + Directive[ + AbsoluteThickness[0.1]]}}, {{1., + Directive[ + AbsoluteThickness[0.1]]}, {1.5, + Directive[ + AbsoluteThickness[0.1]]}, {2., + Directive[ + AbsoluteThickness[0.1]]}, {2.5, + Directive[ + AbsoluteThickness[0.1]]}, {3., + Directive[ + AbsoluteThickness[0.1]]}, {3.5, + Directive[ + AbsoluteThickness[0.1]]}, {0.5, + Directive[ + AbsoluteThickness[0.1]]}, {0.6, + Directive[ + AbsoluteThickness[0.1]]}, {0.7, + Directive[ + AbsoluteThickness[0.1]]}, {0.8, + Directive[ + AbsoluteThickness[0.1]]}, {0.9, + Directive[ + AbsoluteThickness[0.1]]}, {1.1, + Directive[ + AbsoluteThickness[0.1]]}, {1.2, + Directive[ + AbsoluteThickness[0.1]]}, {1.3, + Directive[ + AbsoluteThickness[0.1]]}, {1.4, + Directive[ + AbsoluteThickness[0.1]]}, {1.6, + Directive[ + AbsoluteThickness[0.1]]}, {1.7, + Directive[ + AbsoluteThickness[0.1]]}, {1.8, + Directive[ + AbsoluteThickness[0.1]]}, {1.9, + Directive[ + AbsoluteThickness[0.1]]}, {2.1, + Directive[ + AbsoluteThickness[0.1]]}, {2.2, + Directive[ + AbsoluteThickness[0.1]]}, {2.3, + Directive[ + AbsoluteThickness[0.1]]}, {2.4, + Directive[ + AbsoluteThickness[0.1]]}, {2.6, + Directive[ + AbsoluteThickness[0.1]]}, {2.7, + Directive[ + AbsoluteThickness[0.1]]}, {2.8, + Directive[ + AbsoluteThickness[0.1]]}, {2.9, + Directive[ + AbsoluteThickness[0.1]]}, {3.1, + Directive[ + AbsoluteThickness[0.1]]}, {3.2, + Directive[ + AbsoluteThickness[0.1]]}, {3.3, + Directive[ + AbsoluteThickness[0.1]]}, {3.4, + Directive[ + AbsoluteThickness[0.1]]}, {3.6, + Directive[ + AbsoluteThickness[0.1]]}, {3.7, + Directive[ + AbsoluteThickness[0.1]]}, {3.8, + Directive[ + AbsoluteThickness[0.1]]}, {3.9, + Directive[ + AbsoluteThickness[0.1]]}, {4., + Directive[ + AbsoluteThickness[0.1]]}}}], + GridLinesStyle->Directive[ + GrayLevel[0.5, 0.4]], + ImagePadding->All, + ImageSize->Large, + LabelStyle->Directive[ + GrayLevel[0], Bold, 18], + Method->{ + "DefaultBoundaryStyle" -> Automatic, + "DefaultGraphicsInteraction" -> { + "Version" -> 1.2, "TrackMousePosition" -> {True, False}, + "Effects" -> { + "Highlight" -> {"ratio" -> 2}, "HighlightPoint" -> {"ratio" -> 2}, + "Droplines" -> { + "freeformCursorMode" -> True, + "placement" -> {"x" -> "All", "y" -> "None"}}}}, + "DefaultMeshStyle" -> AbsolutePointSize[6], "ScalingFunctions" -> + None, "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}, "AxesInFront" -> True}, + PlotLabel->None, + PlotRange->{All, All}, + PlotRangeClipping->True, + PlotRangePadding->{{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.05], + Scaled[0.05]}}, + Ticks->{Automatic, Automatic}], Scaled[{0.5, 0.5}], Center, + Scaled[{1, 1}]], InsetBox[ + TemplateBox[{ + "\"\\!\\(\\*SubsuperscriptBox[\\(\[CapitalDelta]\[Phi]\\), \\(210\\), \ +\\((10 M)\\)]\\)\"","None","None", + "\"\\!\\(\\*SubsuperscriptBox[\\(\[CapitalDelta]\[Phi]\\), \\(210\\), \ +\\((15 M)\\)]\\)\"", + "\"\\!\\(\\*SubsuperscriptBox[\\(\[CapitalDelta]\[Phi]\\), \\(330\\), \ +\\((10 M)\\)]\\)\"", + "\"\\!\\(\\*SubsuperscriptBox[\\(\[CapitalDelta]\[Phi]\\), \\(330\\), \ +\\((15 M)\\)]\\)\""}, + "LineLegend", + DisplayFunction->(FormBox[ + StyleBox[ + StyleBox[ + PaneBox[ + TagBox[ + GridBox[{{ + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], {}}}, + AspectRatio -> Full, ImageSize -> {40, 10}, + PlotRangePadding -> None, ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"], + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885], + Dashing[{Small, Small}]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885], + Dashing[{Small, Small}]], {}}}, AspectRatio -> Full, + ImageSize -> {40, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #4}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"], + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]], {}}}, + AspectRatio -> Full, ImageSize -> {40, 10}, + PlotRangePadding -> None, ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #5}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"], + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051], + Dashing[{0, Small}]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051], + Dashing[{0, Small}]], {}}}, AspectRatio -> Full, + ImageSize -> {40, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #6}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"]}}, + GridBoxAlignment -> {"Columns" -> {{Left}}, "Rows" -> {{Top}}}, + AutoDelete -> False, + GridBoxItemSize -> { + "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, + GridBoxSpacings -> {"Columns" -> {{1}}, "Rows" -> {{0}}}], + "Grid"], Alignment -> Left, AppearanceElements -> None, + ImageMargins -> {{5, 5}, {5, 5}}, ImageSizeAction -> + "ResizeToFit"], LineIndent -> 0, StripOnInput -> False], { + Directive[ + GrayLevel[0], Bold, 18], FontFamily -> "Arial"}, Background -> + Automatic, StripOnInput -> False], TraditionalForm]& ), + Editable->True, + InterpretationFunction:>(RowBox[{"LineLegend", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.560181, 0.691569, 0.194885], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.37345400000000006`, 0.461046, 0.12992333333333334`], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.560181`", ",", "0.691569`", ",", "0.194885`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.560181, 0.691569, 0.194885]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.560181, 0.691569, 0.194885], Editable -> False, + Selectable -> False]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.560181, 0.691569, 0.194885], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.37345400000000006`, 0.461046, 0.12992333333333334`], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.560181`", ",", "0.691569`", ",", "0.194885`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.560181, 0.691569, 0.194885]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.560181, 0.691569, 0.194885], Editable -> False, + Selectable -> False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"0", ",", "Small"}], "}"}], "]"}]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.560181, 0.691569, 0.194885], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.37345400000000006`, 0.461046, 0.12992333333333334`], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.560181`", ",", "0.691569`", ",", "0.194885`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.560181, 0.691569, 0.194885]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.560181, 0.691569, 0.194885], Editable -> False, + Selectable -> False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"0", ",", "Small"}], "}"}], "]"}]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.560181, 0.691569, 0.194885], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.37345400000000006`, 0.461046, 0.12992333333333334`], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.560181`", ",", "0.691569`", ",", "0.194885`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.560181, 0.691569, 0.194885]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.560181, 0.691569, 0.194885], Editable -> False, + Selectable -> False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"Small", ",", "Small"}], "}"}], "]"}]}], "]"}], + ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.880722, 0.611041, 0.142051], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.587148, 0.40736066666666665`, 0.09470066666666668], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.880722`", ",", "0.611041`", ",", "0.142051`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.880722, 0.611041, 0.142051]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.880722, 0.611041, 0.142051], Editable -> False, + Selectable -> False]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.880722, 0.611041, 0.142051], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.587148, 0.40736066666666665`, 0.09470066666666668], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.880722`", ",", "0.611041`", ",", "0.142051`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.880722, 0.611041, 0.142051]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.880722, 0.611041, 0.142051], Editable -> False, + Selectable -> False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"0", ",", "Small"}], "}"}], "]"}]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.880722, 0.611041, 0.142051], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.587148, 0.40736066666666665`, 0.09470066666666668], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.880722`", ",", "0.611041`", ",", "0.142051`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.880722, 0.611041, 0.142051]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.880722, 0.611041, 0.142051], Editable -> False, + Selectable -> False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"0", ",", "Small"}], "}"}], "]"}]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.880722, 0.611041, 0.142051], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.587148, 0.40736066666666665`, 0.09470066666666668], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.880722`", ",", "0.611041`", ",", "0.142051`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.880722, 0.611041, 0.142051]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.880722, 0.611041, 0.142051], Editable -> False, + Selectable -> False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"Small", ",", "Small"}], "}"}], "]"}]}], "]"}]}], + "}"}], ",", + RowBox[{"{", + RowBox[{#, ",", #2, ",", #3, ",", #4, ",", #5, ",", #6}], "}"}], + ",", + RowBox[{"LegendMarkers", "\[Rule]", "None"}], ",", + RowBox[{"LabelStyle", "\[Rule]", + RowBox[{"Directive", "[", + RowBox[{ + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + GrayLevel[0], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> GrayLevel[0.], FrameTicks -> None, + PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"GrayLevel", "[", "0", "]"}], NumberMarks -> + False]], Appearance -> None, BaseStyle -> {}, + BaselinePosition -> Baseline, DefaultBaseStyle -> {}, + ButtonFunction :> With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + GrayLevel[0]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["GrayLevelColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + GrayLevel[0], Editable -> False, Selectable -> False], ",", + "Bold", ",", "18"}], "]"}]}], ",", + RowBox[{"LegendLayout", "\[Rule]", + RowBox[{"{", + RowBox[{"\"Column\"", ",", "4"}], "}"}]}]}], "]"}]& )], + Scaled[{0.55, 1.001}], ImageScaled[{0.5, 0}], + BaseStyle->{FontSize -> Larger}, + FormatType->StandardForm]}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->False, + AxesLabel->{None, None}, + AxesOrigin->{Automatic, Automatic}, + DisplayFunction->Identity, + Frame->False, + FrameLabel->{{ + FormBox["\"\[CapitalDelta]\[Phi]\"", TraditionalForm], None}, { + FormBox["\"q\"", TraditionalForm], None}}, + FrameStyle->Directive[ + GrayLevel[0], Bold, 20], + FrameTicks->{{Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}, {Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}}, + ImagePadding->All, + ImageSize->Large, + LabelStyle->Directive[ + GrayLevel[0], Bold, 18], + Method->{ + "DefaultBoundaryStyle" -> Automatic, + "DefaultGraphicsInteraction" -> { + "Version" -> 1.2, "TrackMousePosition" -> {True, False}, + "Effects" -> { + "Highlight" -> {"ratio" -> 2}, "HighlightPoint" -> {"ratio" -> 2}, + "Droplines" -> { + "freeformCursorMode" -> True, + "placement" -> {"x" -> "All", "y" -> "None"}}}}, + "DefaultMeshStyle" -> AbsolutePointSize[6], "ScalingFunctions" -> None, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}, "AxesInFront" -> True}, + PlotLabel->None, + PlotRange->Automatic, + PlotRangeClipping->False, + PlotRangePadding->{{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.05], + Scaled[0.05]}}, + Ticks->{Automatic, Automatic}], + InterpretTemplate[Legended[ + Graphics[{{ + GraphicsComplex[CompressedData[" +1:eJxN13k0VP//wHFkxpqtPlkLzUdkqZRC5L6zFEpkSbZkTQihFMquKCG7kCxR +JEslUVkilIhSn7JmS7aJGIz4ze+Pe1/ff2bO65y5rzPvO+c85nkl7T2NnViY +mJhcGC////71t4EiExMVi+Ce9tvUO4ntVkjSS+maxRYpXle9vk9hknZOZVzD +89jU47d1paQZrDqWVSC8dhEbHq8ZkPiHiuWtJ+/JukXHntenP5cqpGJbw+Ny +k9JWMT2PLZUNur+x+8u+kbrPmZBKe/y/fr2/sYidoz+UNFlQ/d6X6ocDZjHu +m9fFZ9+sQ31sTmcP889h4063T5YpkFCqS+t4S8ocxldzWrX/CRn9uK/mxEr5 +g8XEJm/i3cqOQvW1i09l/cHKo/928V7nQD2druLjfPOYJMt21SBuLvTNR30H +a+Q8NrpQnU69yI1CS8o/FEzOY/NnNuR1rK1HEl099SOmC1gxU0ZMSAgv0ubf +KuD+ZAGz5mpSTfflQ85l01ZVbDTsumk2U5EyP9Jqv8ojZk3DbK1LGmum+NGb +Ys7Y9HwaZpWT1UeqEECpDhMufTM0TC6w4Eyl7wZknPN68dmeRSx/4/D02e0b +ESfpefB7j0VMZ4Kl1WRqI4r+ZHkt9eEiFhdslquR9w/6r2bf3ad9i1jJg9rJ +ePNN6FasnFk8zxI2y8cTLSYiiC6od6VKYkvY4L5YqcJ2QbTyYfb1tbNL2Hz6 +7Ea3RCHU/f7UclTiEtZ728M32UwYxaisfWKuWcI89bZ01nOIIK/2us03+pYw +aY3SsG1tIkij72dUOfMyFv37wp4bYaKI+47If6ESy1itiqnJyX1iKIcnl7Ss +voyJvdr41npRDK2p/bq73nIZo7BwqNo/2oz8QzME032WMcPw/tWs81uQc1cy +vTxmGdvWOF7fIyOOes8/7C/KW8Y60rhpoT3i6NU5sStLVcuYUfd1rNRQAp2Z +4bvX3r6M8WD5oXcfSqDM+yc2bBxaxvqayj1l10uina+U2T4tLGOpqe8Tx89J +og6zMwLSHHSsUI9JdXuzJEqWeF5pJUzHWoWlrrHKbkUblpzCyLJ0TLPFwfR0 +xFakpK3q1qpCx/LqSyyofVuRX3ODZvwhOib0/Re7GKKgPWxo5a0pHfvRiZSb +0ymosSV81cmOjjUe7F5aW6Mg94Qz860edCwi9vzLd2d/YyHpbsmmFlOYafQN +Icc2Cmr2+sK104WOldTa0kaeUDGpijvS7iJT2J0do9KbnlBQoNNuzQ5HOsY9 +uoujfJSCroq8uxnqRse0/jux0ceSioXcunUwhj6JvQpO2OlZQEEh0jW3xRzo +2C6VPj6ubxSEzVrt/naWjv1MCGO2mKOgiyYykjLn6Ngtp84cVQUq1j1mk6M9 +OYl1bHetEL1HQdu8MvMP2jPOP/gksbKLgtbv/LvIyrh+Wd0ygjRFQUYW1o/N +3OlY96/iK8VLFHSBe+rHEmNfhRzfr4xNVCw3uEL54fAkZnHVbP53JgXlrbMZ +72Lcj3d7s7tjOijouPmMUDrjvGHxOm+/j1PQkaMqSpOM89hiqa9DFyjIu25N +MJ6x71hynVr3CgXVf2ALtWfcvyaexzHHuKjYYn9qSP/AJJYlc2STTQYF2V1s +XMpg7OcbSKItfqCgBjlyqiNjf7Oa2s9DPymI9wS3cyVjf954zMDUH8bcIpBj +zdh/G1VaH6RT0H2dOeUdjP2ck+9E3FYpqDxVoS6ZMeOeUYcpieUW4FlUHd2S +xxU8E1Ny0KXfnyY863jAja3/PkN4ppf5dHdDJHi230tcUkEePJNRSeh1aQDP +os4I9cvYg2eP2KozR2mzhGcCTmdCKq6AZ4/TXPKF2MGzlBFu2udQ8Kyq+JMU +af4P4dmQsOs8myt49u1h78SnDvCsPyv4+CVV8EzYgv/RjTTwLPJsKNV7aoHw +TMqVdyhCEzxbEL7blHcTPFu1fOgU8QU863da0OsRBc9Wg7Zz6pqDZ98Epv7R +TwDPXEj8dt5vwTOqQLeuEm2R8Czbde5YiDR4tli3nf3acfAs78tILFMgeGZ8 +oa20Owc8ExN02vj0DXj2wFF3kX9sifAspVuCJkQCz9y3D4TXS4BnmgcLO6jq +4JnNMZ8/uWbgWYOh78d2D/Cse3dk1UQ4ePas6L6ufRp45kK7wWdcAp5pLrgI +NNSCZ/5/DwTkdIFnEvvJ2JaRZcIzOVoue+yfZcKzwCF+CTdW8KyfJBvhIwCe +eSnG11wTB8+WOOkhLArg2Z09vmkLKuBZ0rwoT54OeCY8+mo7rW+S8Cwstm2T +AwaeMV0cK4y+M0l49qFH2W63Oni2cUBy4romeOb847KAqz941jT35EfSfvBM +y1HUkobAM++Wz+2C2uDZ4JQLlckVPOM63ZHSpAqeKRlvjlVA4Fmxf0G5kRZ4 +9nPMRatPGzxrYIqz67YDz5bbNj8+pQqevS4vcmnGwDNfe7XhSU3w7Dv57ZYA +bfCsuLnzwEEd8Ey/svhegw14Nuw7/kBWFTyjVcg1JmHgWU8zaeqFJnjG35oW +qKcNnu1wGGrk1QHPfJj3F3nrgGeblZ5b+Z+eIjxzjxy+13l0mvCsQU5ezdkR ++mzk6pxktTr0mfTPII3rLeCZhftmA0sn8EzPOc4tggaera2zT3dKBM/42Xn3 +FspCn0m6KxgPlIFngk94pKgHwDOPxwF2Y1Xg2doik3CbPPRZVxvPGaYc8Ey2 +/FqZP/sC4Zkdm6qSiRd45tGy2+9oO3h2aMny7Zok9Jmd0rRq+QXwLB67aB73 +Cjzb7S7vrsy+SHhW33e9IP4IeLYp+hDNKBI8U0tuXhytA8+O+Fr3Ls6DZwrc +IXbTUtBnR3gqftSdAM+Ye6r9roeAZxz1Xxw3PALPmui7luQ/g2eN17ZI2y2C +Z5/Mo0RNxKDPQmw3Vk+qgWdf5pwiFS3As1f75D1l/cCz1GeN++PiwTNO8yqp +5GLwbLT0A8n9DXjWvPN2Wdy3/+mzsSRFg9/g2cIJ7Y1OJDrh2fBVxQSSCJ3w +7Or55pGdCtBnLPrvnWU0oM+KeV6M3jMEz6JCdY9L2oJnIbYLzennwDOPdREX +YwLBs1nbJIfPUeCZjmJFz+8U8GzmmNC68i7oMz7jQSZ6HHhmRDW8b5AGfbZ9 +Wp7iEQOejZn67ghMBM/u7M/1Kg2cIjxTs2rQzL0BnqkHZ3C+vA2e+ff6e6sk +g2cdg8am1z2mCM80g10raqLBs19cvfY98eDZgjJ/sWUSeLZO8XzoPyng2TWm +L+uvnpkiPDNSzaDoRYNnQ/TdLW7x4Jn4vr3hE4ngGXugCn9BMnj29ZN6U1gK +ePaAPcKO7jBFeNbnd0+PNxo8i8kdcN0TD55pDQn0VySCZzzNN956JoNnm2XW +PTyaAp792Sn55UUKeFZPF/X/x3Sa8MwiSzuNdGKG8Kww7qpR10Eq4dkt13xr +s8/gWWyojq8043fHPTuQPHdChnOW8MxeU1yuIWuW8CzY+nzcmtoc4Vniuk8f +1jrAs+JNLBcOnPhDeJZ2tkO8pR880zydVGBmMU94hs3QDlBbwLORj54NbeoL +hGcxlzWjtO6BZ7fCxcw3MZ4ncc9Wsvx/7HOkEZ6Fe6p06T4Fz45b9EYcYlsk +PLsrorot4dgi4VlazWxHeDJ4lqe9x1H6K3h2/Xwatwb/EuFZxv5k8h/9JcKz +047+dYpXlgjPwp8d+KxXBJ6l3TxZwPoNPDv5WertW5ZlwrOcc/dVheSXCc/y +cq7oLh9fJjyzUfzmJsJ4PsQ9Ezr5x/N9InimLuyZY1QOnu3/484a3waelfT8 +p+QwDp4NuJNoH5nphGc1uUWfGxj+4J7ZKhidfraLTngmzukXwMP4/8Q90xow +rx21oBOe+VMUzPTcwbPZ4L1/xIPAsyUt5b7UOPBsVrZQnysbPPMKs+Seegye +Zd12efP3JXgWmGwQJPYOPBMoU/ma9xU8c9eV0CkYBs/4wvyR82/wDMsN6pfp +nCY8y07vNxebAM+oqh/bzG9PE549/+t4ZGwMPFsXwZN+aBo861s4vW6dzzTh +2crNKw91R8GzzXrG7eWT4Nmjxt6XX2bAswA3181BDtOEZ0crXxldGgHPvk3f +HB+bAM9aGvyCeWfAMy57mvFdKnjG8eDwSpPVNOGZaq7yIO8IeCZJ09gXOgGe +NbF4bi2aBs9sa1wy1ajgWZx7dh/Lb/Bsi5CH85T5NOFZfMTr1O/D4NmTSe+j +hhPg2Ta5G0OXpsEzIeXhcg4qePZzJ9uWj1TwzHuyMVHpN3jmIdQo50rmRrhn +edkdK6y1XAj3zPPljkB3Dy6EexY+9DPSWpwL4Z617O4V6engRLhnK4nK7fKB +nAj3zLlC5W/dDk6Ee+Z5c6Aro5cD4Z5NXm+t8oznQLhn2pY1q6MGHAj3TNWu +dUM9OwfCPYs8pS649T07wj3bLloRapPIjnDP1JUoQb1W7Aj3LKTXu/2NLDvC +PVv+tu34sSU2hHv2szzDwvQ9G8I9e/tI8dPpfDaEe4YGdQrkr7Ih3LPOOFSs +bs2GcM9iRQREKfvZEO7Z44xoJC3KhnDPBApN+A2Y2BDu2ff+kWPYCBnhnpUp +PWVubCMj3LO6MAdT/edkhHtmIr355+0cMsI9i6fvansUS0a4Z4cOTA/fDiQj +3LPwZyEhQm5khHt2SVJd6KsVGeGeKUQcV7Y+Ska4ZwlvOo91apAR7pnc7eQM +891khHvGHTRqfleKjHDP/JQOrPiJkBHu2d89jdNCvGSEexbbLvyvKImMcM+M +T/IKfqeTEO7ZNtn6fIdZEsI9YzcNSuH+RUK4Z9uP/KsRNkhCuGdVsnIB6f+R +EO5ZeqGYeFYnCeGeRVd18J9/R0K4Z6uapGjBRhLCPctmOewl/5qEcM8eKmoO +C1SREO7ZhqgdWx5WkBDumSlL1YWpRySEe3bu6A2LmSEuhHvmmFlNrSslIdyz +Me6awVPzXAj3jP+LXOSechLCPfNWbz1s9piEcM+o2slJv/9yIdyzBeYLu6YZ +n8c9Ey3nZeJi7Mc9+8Wm1phdQkK4Zxr3zPYqsnAj3LOSxGerRxjfH/esM0bh +uDPjetyzqqSF/mXG9bhn+Q80aYcYM+6ZR2T3tWOs3Aj3zFLwEGsAYx/umb24 +pGAiYx/u2YKACqcM4zy4Zywviz75MPbhnulozsuLMGbcs69cw7HWJG6EexYc +WHLrNmM/7tmlzkvMRYz9uGdnzyTf12Dsxz2LnI3Rj2bsIzyTqYrdxZhxz+zy +5z+sY8y4ZwPPb+UY3OciPKv0vZx43gM8E+/p+xAnB54lskg1WfzkJDxjC1wr +ouWAZ2wrAiz9puDZEovAzRhO8GyPymt1tRfgWW2K0GPvc+CZQsXGlRkZ8MzA +xtruyw92wrPQ0bzPD/LBsxfsXYnV58CzkI8Dwhf2gmdKXyuXB1nBs8bhiSS1 +T+DZ1n7aoFIheDbI+apUMRQ8E3KWXqFbgWfRj2Wxof3gWWSAwssbwuCZiWFK +oyidTHg20JJRGjdAJjzbei/8e2YjeKbW/5OXXAKeJWmPKWukgmevhg2MWELB +swnj8pbLHuBZRHlZepQleNb37ImnhC54Nmv6mW1KGTyT4yoytJAGz8IjJy+9 +FgLPMB/x7j1c4NnJU8pFhn9JhGevZ86m8f4mEZ6Np1TdCRkmEZ7Vhh6mujH8 +wT1rtHt/a3M7eLYm2RQc+QY8mzH+xrG9+n88K/YMji4Dz4pZxfXTCsEz9W0q +Fo+ywTMrfg7X8FTwrFrtyq7D8eDZ+z1fv4ZFg2fvK/vcr4WBZ5WfLwobXwHP +RCTlNlVdBM/0KikxUjfAs9Ys3ifLl8Ez8Zoz1lOp4NmC0tmc3ADwLFktQNn8 +EniWcaO96uFd8KxRzVnOPxA8c7en6cpcBs9W/D4EXvMDzyJPjUes5XARnj3R +z5wfCQTPFqa3msRfBs/++vrtnPEDz4KrpcUl/MCzUxsM3QryuAjP2AYNV0Sv +gGf3/KsXGy+DZ+bezTKUS+AZ/4nTDSZ+4FlLgXDc5EXwzHXP1xr/fC7CM7UN +G9mVr4Bn+o6PTAYug2fhE74KBy6BZ50kr8xzfuBZLN+KKdkPPFPYGtTReRE8 +o/vRn0Q6Q5/Fv5d2SuXnJjyry7q6XbcMPPN5U3zY9gT0WfT4i6jaVfBsVsE6 +wz8XPOtysPVYMAbPCgeY3VaZOAnPhPwD37g/Bc8smB2Z+7zBs3+dVJqKd0Cf +3ejuOpk+C56lKSR4rb0Az2jJTsM6oeBZ2w+FvAIj8GzXRztuuy3shGePIg9+ +9KGCZyVG+bTYZvDMxdrR2CYbPBP0PiGcfAU8S61auPTCEjzj+nWlerca9Jl2 +JKc3hwT0WdKWw/UDrGyEZ9uiQ+bCpsCz6fp+rxNfwbOxs5NBlAbwbF/e447B +UvCMvVl2Z0YWeCb97FgC3y3wbG0qR6YhCDzbuUbbYnsePMthqfp3xBE8Eypb +7xBgAZ7V3k1inTGAPtt5mc92QAv6jL+j42CpKvSZtdikeesu6LP+Y8Z3U2XI +hGdHd79qRRJkwjNJs3+lqAxPcc+kf32lB/CTCc+ajJSL73CSCc8WZZlHbrGS +Cc+q7FKrbFbBM039mKGxRfDs4senbJ/nwLOoonyrrGnwzFN9dCvLL/AsdujQ +Z8kR8Oz24KxUlTo34dnqnTMKUWPg2WMbvjMdx7kJz+QvT59t+AmeGR4QPmky +Cp4dXrU+r2LNTXgm3Ry2134cPGtllqmcGgXPvqQUrH8xAp4tDNUN29tBnxX2 +tbOVj4NnpfIqhmpj4NnFZxfiyKPg2bsUm/ZzI+DZ1SWbvHkH6LMSA3Xub+Pg +2b9vIvfaj4FnSRUFE/Kj4NkshTaSMAKe1fZ0tBweAc90hmfsNZygzxpHdP+Z +HgfP8pD24wtj4JnBUKU4GgXP9vcX0e6PgGeaBy+2Wo6AZyky7m1KI+DZac8D +pKeHwbMST95a41Xoswd2Ay7uD8CzM78VXxibg2dBSjurF0hchGdLx2eDbUvA +s5dLaQkXToFnl9Lb3Xs4wbNfhR/LrteAZ9k3XVWV/cCzdtlIRZtd4JnW9wF9 +8//xjPeFj9mpKvDMjv2o+osg8Mzqg4zZEwPwzMvkn3OnRMGzUuX13+9PgWeL +EX+jhJvAs2WhMkPTLPBsuf5H3nQAeJYV+3aHswV49uyo1h+u/eBZ+oj68PAW +8EzuA5verXXgmefAf6FfJ8AzOzGtS7Ld4Bla1RLQrAXPEj+qNio9As94/2qE +zKWBZ296N3OcvA6eFbLfNFm5BJ7p3IzZ73wWPLPMpGU3WYFn7ZSlPyqG//O8 +Kadu6aEJnnkFUWqVlcGz6sqE+RY58IzP4NOP15LgWclYOumCEHh2/dAJ/jke +8Czqua5yAhk8yyz3MWJehT4bfrmOg38B+izby9eaZwb67JjsLOX7GHg24eLn +FjgInjH1Wj+9+R08e0lxyfX4DJ5NPFPnZukAz/aS06IPtoJnVwe3WL+mgGeC +uawjgm3g2Tv9KP+pveCZms+cT/QH8EzfWE7v4TvwbM3X5l6fBnjmUR+WqdMO +nj2jbvQ//R48C7ofbzjfCp7t3pt9wEALPMvPWF+c2w6eeVpLsNe8B88yU+7m +G74Dz8q+Fx260wqeWYlorYbogGeZLb8+draDZ3d+lk2OvwfPBGxKpwLfgWcc +AkEHm1vBs7HT6209WsEzE4sDVXcOgWfNXuHuv9rBsx1e9qNMbeBZwMhaasI7 +8IyvSbyprxU8qym92BHeCp7RUz1mzRnz/wE7rqOr + + "], {{{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, { + EdgeForm[], + Directive[ + RGBColor[0.560181, 0.691569, 0.194885], + Opacity[0.2]], + GraphicsGroup[{ + + Polygon[{{78, 148, 142, 137, 133, 130, 128, 79, 80, 81, 82, 83, + 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, + 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, + 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, + 125, 126, 149, 143, 138, 134, 131, 129, 150, 144, 139, 135, 132, + 151, 145, 140, 136, 152, 146, 141, 153, 147, 154, 127, 204, + 231, 224, 230, 218, 223, 229, 213, 217, 222, 228, 209, 212, 216, + 221, 227, 206, 208, 211, 215, 220, 226, 203, 202, 201, 200, + 199, 198, 197, 196, 195, 194, 193, 192, 191, 190, 189, 188, 187, + 186, 185, 184, 183, 182, 181, 180, 179, 178, 177, 176, 175, + 174, 173, 172, 171, 170, 169, 168, 167, 166, 165, 164, 163, 162, + 161, 160, 159, 158, 157, 156, 205, 207, 210, 214, 219, 225, + 155}}]}]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, { + EdgeForm[], + Directive[ + RGBColor[0.880722, 0.611041, 0.142051], + Opacity[0.2]], + GraphicsGroup[{ + Polygon[CompressedData[" +1:eJwV0OlSDQAYBuBzSqtSWqlfbqlLcAG6ByKVVEh1kLRYQqFVIdmJlEq2Fu3a +RNa0ePrxzLwz78w387379mdnHQgLBAJBQhwUnvGAu9ymlWYOkcNhjpDLUfLI +p4BjFHKcIoop4QQnOUUppymjnApCnOEs56jkPFVcoJoaaqnjIpe4zBXquco1 +rtNAIze4yS2e85B7dNBGCy94RBedtNPDY+5zh5c8oZtXPKWXpu3hDJhJChns +Ipm9xBBPEnuIIJo4dpNOGDuIYieJpLHl9iYbrPOPNf7yh9/84ic/WOU731jh +K8ssscgC83xhjllmmGaKSSb4zDhjjDLCJz7ygfe8Y5i3DDHIAG/op4+gH8KJ +JJYEUnmt+w+6YGM/ + + "]]}]}, {}, {}, {}, {}, {}, {}, {}, {}, {}}, {{}, {}, {}, + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], + + Line[{1, 71, 65, 60, 56, 53, 51, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, + 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, + 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, + 44, 45, 46, 47, 48, 49, 72, 66, 61, 57, 54, 52, 73, 67, 62, 58, + 55, 74, 68, 63, 59, 75, 69, 64, 76, 70, 77, 50}]}, + "Charting`Private`Tag$477657#1"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885], + Dashing[{0, Small}]], + + Line[{78, 148, 142, 137, 133, 130, 128, 79, 80, 81, 82, 83, 84, + 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, + 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, + 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, + 149, 143, 138, 134, 131, 129, 150, 144, 139, 135, 132, 151, 145, + 140, 136, 152, 146, 141, 153, 147, 154, 127}]}, + "Charting`Private`Tag$477657#2"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885], + Dashing[{0, Small}]], + + Line[{155, 225, 219, 214, 210, 207, 205, 156, 157, 158, 159, 160, + 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, + 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, + 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, + 200, 201, 202, 203, 226, 220, 215, 211, 208, 206, 227, 221, 216, + 212, 209, 228, 222, 217, 213, 229, 223, 218, 230, 224, 231, + 204}]}, "Charting`Private`Tag$477657#3"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885], + Dashing[{Small, Small}]], + Line[CompressedData[" +1:eJwNzNlWgQEAhdFfkTJrkKLB0FwIr9GNR/AA9dooJZKpwb7YF986a51S96Xz +HAqC4IkeNXFNhTOKHNO3DXjljSHvfDDikzETvpjyzYw5C5as+OGXP/4J/IfY +YJMwEbaIss0OMeIkSJIiTYYsu+yxzwE5DslT54Yq55xQoMEtF5Q45ZE7LinT +5J4rWjzQ5og16U8ebA== + "]]}, "Charting`Private`Tag$477657#4"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]], + Line[CompressedData[" +1:eJwV0NlWQQEAQNHbp/iIBhGRMVQ0KUNRoiRkqBTlz9se9lrn+YTaw8rbVhAE +JbbFNzNGvPJMlx122SPMPhGiHBAjziEJkhyRIk2GLDnyHFOgSIkTTjmjTIVz +Lrjkimuq3HBLjToNmtxxT4s2DzzS4Yc5Ywa80GPJB+9sRvRZ8cmEIb98MeWP +BWue+Ae0Ix2t + "]]}, "Charting`Private`Tag$477657#5"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051], + Dashing[{0, Small}]], + Line[CompressedData[" +1:eJwNxls2QgEAAMBrKS2oH0toAdlDIakkCuVRpKiQSHklJUliTeZjzplQZGU5 +uhQEQZiYzBgz4IkeXeKsssY6CTZIskmKNBm2yLJNjh12yVNgj30OKFLikCOO +OaFMhVPOqHJOjToXXNKgSYsrrrmhzS0d7vjmgzee6fPAnAlDXnjkh0/eeWXB +lBG/fPHHPf/R8TTW + "]]}, "Charting`Private`Tag$477657#6"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051], + Dashing[{0, Small}]], + Line[CompressedData[" +1:eJwNz8tWgWEAheHvFyqhVOgw6oJMXIILqEutdFRUpIMkhU4insGz1rvWHu29 +ykF5PwohlDgU+VgIq6RIskDEke2YKieccsY5F1xS44pr6jS44ZY7mrS4p80D +jzzxTIcXurzS440+73wwYMiIT7745odfxvwxYco/Mwo+rLHCInFiFMmRZokE +W6yTYZltNsiywya7BOYh5TAb + "]]}, "Charting`Private`Tag$477657#7"], + + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051], + Dashing[{Small, Small}]], + Line[CompressedData[" +1:eJwNw9s2QlEAAMCd7xAdhXKr5FoJhYoiCRWig/LE/7+ZWWui+K//mwghdF1c +CCH21Wcf7Hlr0iWXTRm5YtqMq665btacG2665bY75i1YdNeSe+574KFHHlu2 +YtUTa5565rl1G1546ZVNW7a99saOn745dOC9d345ceSjfb99d+yTMz98ce7U +H7v+A016FnU= + "]]}, + "Charting`Private`Tag$477657#8"]}}], {}}, {{}, {{{ + Directive[ + PointSize[0.011000000000000001`], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], + GeometricTransformation[ + Inset["\[FilledCircle]", {0., 0.}], {{{1.5000000013587296`, + 0.9847834098056367}}, {{1.8319999939041463`, + 1.061907893136631}}, {{2.3162500217487514`, + 1.1813678581916474`}}, {{2.4999999994437268`, + 1.2041833282235102`}}, {{3.0000000003832876`, + 1.293739383767079}}, {{3.0000000231065544`, + 1.2933556521098364`}}, {{3.5000000002660014`, + 1.356392538382269}}, {{3.9999994979214217`, + 1.4227761096623466`}}, {{3.999999999948025, + 1.4186329082260318`}}, {{5.000000001639429, 1.520246650457655}}, {{ + 5.499999996466635, 1.561013026830306}}, {{5.999965558735909, + 1.5766320816548154`}}, {{6.000000135581913, + 1.5837434545544529`}}, {{7.000000000091683, 1.627430006520838}}, {{ + 8.267499999941885, 1.6846077495295744`}}, {{9.000000002972772, + 1.703897383662986}}, {{9.999999991187165, 1.728038674289375}}}]}, { + + Directive[ + PointSize[0.011000000000000001`], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], + GeometricTransformation[ + Inset["\[FilledDiamond]", {0., 0.}], {{{1.5000000013587296`, + 1.0300303506211028`}}, {{1.8319999939041463`, + 1.11403591114808}}, {{2.3162500217487514`, + 1.2302506708884984`}}, {{2.4999999994437268`, + 1.2545297806190598`}}, {{3.0000000003832876`, + 1.3390667355212305`}}, {{3.0000000231065544`, + 1.33785783802253}}, {{3.5000000002660014`, + 1.3982269610558422`}}, {{3.9999994979214217`, + 1.4645983328660694`}}, {{3.999999999948025, 1.461744983335513}}, {{ + 5.000000001639429, 1.5616103640560324`}}, {{5.499999996466635, + 1.6003870246473806`}}, {{5.999965558735909, + 1.6123041304704113`}}, {{6.000000135581913, + 1.6204109874225416`}}, {{7.000000000091683, 1.663000693399253}}, {{ + 8.267499999941885, 1.7185755696751204`}}, {{9.000000002972772, + 1.737652836555821}}, {{9.999999991187165, + 1.7597581251757366`}}}]}, { + Directive[ + PointSize[0.011000000000000001`], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]], + GeometricTransformation[ + Inset["\[FilledCircle]", {0., 0.}], {{{1.5000000013587296`, + 3.412157828319535}}, {{1.8319999939041463`, + 3.3239932577094233`}}, {{2.3162500217487514`, + 3.262753588937343}}, {{2.4999999994437268`, 3.154578720296453}}, {{ + 3.0000000003832876`, 3.0892207691868503`}}, {{3.0000000231065544`, + 3.121766798273654}}, {{3.5000000002660014`, 2.961932551785176}}, {{ + 3.9999994979214217`, 2.9853036905674912`}}, {{3.999999999948025, + 2.9750016708521745`}}, {{5.000000001639429, + 2.9011907457868897`}}, {{5.499999996466635, + 2.8830198526699053`}}, {{5.999965558735909, 2.816273532689838}}, {{ + 6.000000135581913, 2.8309742624929344`}}, {{7.000000000091683, + 2.7828888395495923`}}, {{8.267499999941885, 2.732300338417763}}, {{ + 9.000000002972772, 2.716649901818914}}, {{9.999999991187165, + 2.6851662171224966`}}}]}, { + Directive[ + PointSize[0.011000000000000001`], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]], + GeometricTransformation[ + Inset["\[FilledDiamond]", {0., 0.}], {{{1.5000000013587296`, + 3.4302666631935868`}}, {{1.8319999939041463`, + 3.35280639151052}}, {{2.3162500217487514`, 3.288783123843059}}, {{ + 2.4999999994437268`, 3.1812217866061565`}}, {{3.0000000003832876`, + 3.1178814439495612`}}, {{3.0000000231065544`, + 3.1408056026755995`}}, {{3.5000000002660014`, + 2.9432021108126283`}}, {{3.9999994979214217`, + 3.0003805448359233`}}, {{3.999999999948025, + 2.9927740303631936`}}, {{5.000000001639429, + 2.9218470544255837`}}, {{5.499999996466635, 2.901732180264321}}, {{ + 5.999965558735909, 2.8224789370816814`}}, {{6.000000135581913, + 2.8478223912616674`}}, {{7.000000000091683, 2.799762716288754}}, {{ + 8.267499999941885, 2.749243054701984}}, {{9.000000002972772, + 2.731124916802326}}, {{9.999999991187165, + 2.697746856790584}}}]}}, {{ + Directive[ + PointSize[0.011000000000000001`], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]]}, { + Directive[ + PointSize[0.011000000000000001`], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]]}, { + Directive[ + PointSize[0.011000000000000001`], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]]}, { + Directive[ + PointSize[0.011000000000000001`], + AbsoluteThickness[1.6], + RGBColor[ + 0.880722, 0.611041, + 0.142051]]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}}, \ +{{ + Directive[ + PointSize[0.011000000000000001`], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]]}, { + Directive[ + PointSize[0.011000000000000001`], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]]}, { + Directive[ + PointSize[0.011000000000000001`], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]]}, { + Directive[ + PointSize[0.011000000000000001`], + AbsoluteThickness[1.6], + RGBColor[ + 0.880722, 0.611041, + 0.142051]]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}}}, {{}, {}}}}, { + DisplayFunction -> Identity, Ticks -> {Automatic, Automatic}, + AxesOrigin -> {Automatic, Automatic}, FrameTicks -> {{Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}, {Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}}, + GridLines -> { + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& , + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& }, + DisplayFunction -> Identity, PlotRangePadding -> {{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.05], + Scaled[0.05]}}, PlotRangeClipping -> True, ImagePadding -> All, + DisplayFunction -> Identity, AspectRatio -> GoldenRatio^(-1), + Axes -> {False, False}, AxesLabel -> {None, None}, + AxesOrigin -> {1.0000001836734693`, 0.8859494107593076}, + DisplayFunction :> Identity, Frame -> {{True, True}, {True, True}}, + FrameLabel -> {{"\[CapitalDelta]\[Phi]", None}, {"q", None}}, + FrameStyle -> Directive[ + GrayLevel[0], Bold, 20], + FrameTicks -> {{Automatic, Automatic}, {Automatic, Automatic}}, + GridLines -> {Full, Full}, GridLinesStyle -> Directive[ + GrayLevel[0.5, 0.4]], ImageSize -> Large, LabelStyle -> Directive[ + GrayLevel[0], Bold, 18], + Method -> { + "DefaultBoundaryStyle" -> Automatic, + "DefaultGraphicsInteraction" -> { + "Version" -> 1.2, "TrackMousePosition" -> {True, False}, + "Effects" -> { + "Highlight" -> {"ratio" -> 2}, "HighlightPoint" -> {"ratio" -> 2}, + "Droplines" -> { + "freeformCursorMode" -> True, + "placement" -> {"x" -> "All", "y" -> "None"}}}}, + "DefaultMeshStyle" -> AbsolutePointSize[6], "ScalingFunctions" -> + None, "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}, "AxesInFront" -> True}, + PlotRange -> {All, All}, PlotRangeClipping -> True, + PlotRangePadding -> {{Automatic, Automatic}, {Automatic, Automatic}}, + Ticks -> {Automatic, Automatic}}], + Placed[ + Unevaluated[ + LineLegend[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885], + Dashing[{0, Small}]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885], + Dashing[{0, Small}]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885], + Dashing[{Small, Small}]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051], + Dashing[{0, Small}]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051], + Dashing[{0, Small}]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051], + Dashing[{Small, Small}]]}, { + "\!\(\*SubsuperscriptBox[\(\[CapitalDelta]\[Phi]\), \(210\), \((10 M)\ +\)]\)", None, None, + "\!\(\*SubsuperscriptBox[\(\[CapitalDelta]\[Phi]\), \(210\), \((15 \ +M)\)]\)", + "\!\(\*SubsuperscriptBox[\(\[CapitalDelta]\[Phi]\), \(330\), \((10 \ +M)\)]\)", + "\!\(\*SubsuperscriptBox[\(\[CapitalDelta]\[Phi]\), \(330\), \((15 \ +M)\)]\)"}, LegendMarkers -> None, LabelStyle -> Directive[ + GrayLevel[0], Bold, 18], LegendLayout -> {"Column", 4}]], {0.55, + 1.001}, Identity]]& ], + AutoDelete->True, + Editable->True, + SelectWithContents->False, + Selectable->True]], "Output", + CellChangeTimes->{{3.7959276145938177`*^9, 3.79592764042418*^9}, + 3.7959300530181828`*^9, 3.796093879395844*^9, 3.796093915865224*^9, + 3.796095715817017*^9, 3.7963542659157257`*^9, 3.796354343210084*^9, + 3.796358766866686*^9, 3.79714194238379*^9, {3.797155486873975*^9, + 3.797155525296159*^9}, 3.7999868308207903`*^9}, + CellLabel-> + "Out[1013]=",ExpressionUUID->"4feef47f-fca9-41f9-a941-2fe9ccbcf12b"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"Export", "[", + RowBox[{ + RowBox[{"ExportDir", "<>", "\"\<1modePhaseWith10and15M.pdf\>\""}], ",", + "pl"}], "]"}]], "Input", + CellChangeTimes->{{3.794745107489871*^9, 3.794745124721113*^9}, { + 3.7947451734060507`*^9, 3.794745178346403*^9}, {3.799980522416802*^9, + 3.799980525793049*^9}}, + CellLabel-> + "In[1015]:=",ExpressionUUID->"df588757-3a5a-4944-b352-cd8c5342a678"], + +Cell[BoxData["\<\"/Users/xisco/git/rdstackingproject/plots/\ +1modePhaseWith10and15M.pdf\"\>"], "Output", + CellChangeTimes->{{3.794745128064619*^9, 3.794745162035549*^9}, + 3.794745394970635*^9, 3.7947458918898373`*^9, 3.795927642986547*^9, + 3.795930054351355*^9, 3.7960939259086437`*^9, 3.796095719908411*^9, + 3.7963543555840178`*^9, 3.797141944980846*^9, {3.797155518288965*^9, + 3.797155526153192*^9}, 3.799980528921487*^9, 3.7999868441551733`*^9}, + CellLabel-> + "Out[1015]=",ExpressionUUID->"7afa1e77-6c85-48e8-90fa-91e2c13a413d"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"pl", "=", + RowBox[{"Plot", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + "fit2210phn", ",", "fit2210phn1", ",", "fit2210phn2", ",", "fit2215phn", + ",", "fit2215phn1", ",", "fit2215phn2", ",", "fit22110phn", ",", + "fit22110phn1", ",", "fit22110phn2", ",", "fit22115phn", ",", + "fit22115phn1", ",", "fit22115phn2"}], "}"}], ",", + RowBox[{"{", + RowBox[{"qq", ",", "1", ",", "10"}], "}"}], ",", + RowBox[{"Epilog", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"Point", "[", + RowBox[{"Drop", "[", + RowBox[{ + RowBox[{"Join", "[", + RowBox[{"dataq2210ph", ",", + RowBox[{"{", + RowBox[{"{", + RowBox[{"7", ",", + RowBox[{"fit2210phn", "/.", + RowBox[{"qq", "\[Rule]", "7"}]}]}], "}"}], "}"}]}], "]"}], + ",", + RowBox[{"{", "}"}]}], "]"}], "]"}], "}"}], ",", + RowBox[{"{", + RowBox[{"Point", "[", + RowBox[{"Drop", "[", + RowBox[{ + RowBox[{"Join", "[", + RowBox[{"dataq2215ph", ",", + RowBox[{"{", + RowBox[{"{", + RowBox[{"7", ",", + RowBox[{"fit2215phn", "/.", + RowBox[{"qq", "\[Rule]", "7"}]}]}], "}"}], "}"}]}], "]"}], + ",", + RowBox[{"{", "6", "}"}]}], "]"}], "]"}], "}"}], ",", + RowBox[{"{", + RowBox[{"Point", "[", + RowBox[{"Drop", "[", + RowBox[{ + RowBox[{"Join", "[", + RowBox[{"dataq22110ph", ",", + RowBox[{"{", + RowBox[{"{", + RowBox[{"7", ",", + RowBox[{"fit22110phn", "/.", + RowBox[{"qq", "\[Rule]", "7"}]}]}], "}"}], "}"}]}], "]"}], + ",", + RowBox[{"{", "6", "}"}]}], "]"}], "]"}], "}"}], ",", + RowBox[{"{", + RowBox[{"Point", "[", + RowBox[{"Drop", "[", + RowBox[{ + RowBox[{"Join", "[", + RowBox[{"dataq22115ph", ",", + RowBox[{"{", + RowBox[{"{", + RowBox[{"7", ",", + RowBox[{"fit22115phn", "/.", + RowBox[{"qq", "\[Rule]", "7"}]}]}], "}"}], "}"}]}], "]"}], + ",", + RowBox[{"{", "6", "}"}]}], "]"}], "]"}], "}"}]}], "}"}]}], ",", + RowBox[{"PlotRange", "\[Rule]", "All"}], ",", + RowBox[{"PlotStyle", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "1", "]"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "1", "]"}], "]"}], ",", "Dashed"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "1", "]"}], "]"}], ",", "Dashed"}], "]"}], ",", + RowBox[{"colors", "[", + RowBox[{"[", "2", "]"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "2", "]"}], "]"}], ",", "Dashed"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "2", "]"}], "]"}], ",", "Dashed"}], "]"}], ",", + RowBox[{"colors", "[", + RowBox[{"[", "3", "]"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "3", "]"}], "]"}], ",", "Dashed"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "3", "]"}], "]"}], ",", "Dashed"}], "]"}], ",", + RowBox[{"colors", "[", + RowBox[{"[", "4", "]"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "4", "]"}], "]"}], ",", "Dashed"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "4", "]"}], "]"}], ",", "Dashed"}], "]"}]}], "}"}]}], + ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"PlotLegends", "\[Rule]", + RowBox[{"Placed", "[", + RowBox[{ + RowBox[{"LineLegend", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + "\"\<\!\(\*SubsuperscriptBox[\(\[CapitalDelta]\[Phi]\), \(221\), \ +\((0 M)\)]\)\>\"", ",", "None", ",", "None", ",", + "\"\<\!\(\*SubsuperscriptBox[\(\[CapitalDelta]\[Phi]\), \(221\), \ +\((5 M)\)]\)\>\"", ",", "None", ",", "None", ",", + "\"\<\!\(\*SubsuperscriptBox[\(\[CapitalDelta]\[Phi]\), \(221\), \ +\((10 M)\)]\)\>\"", ",", "None", ",", "None", ",", + "\"\<\!\(\*SubsuperscriptBox[\(\[CapitalDelta]\[Phi]\), \(221\), \ +\((15 M)\)]\)\>\""}], "}"}], ",", + RowBox[{"LegendLayout", "\[Rule]", + RowBox[{"{", + RowBox[{"\"\<Column\>\"", ",", "4"}], "}"}]}]}], "]"}], ",", + RowBox[{"{", + RowBox[{"0.53", ",", "1.001"}], "}"}]}], "]"}]}], ",", + RowBox[{"FrameLabel", "->", + RowBox[{"{", + RowBox[{ + "\"\<q\>\"", ",", + "\"\<\!\(\*SubsuperscriptBox[\(\[CapitalDelta]\[Phi]\), \(221\), \((t)\ +\)]\)\>\""}], "}"}]}], ",", + RowBox[{"ImageSize", "\[Rule]", "Large"}], ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"FrameStyle", "->", + RowBox[{"Directive", "[", + RowBox[{"Black", ",", "Bold", ",", "20"}], "]"}]}], ",", + RowBox[{"LabelStyle", "->", + RowBox[{"Directive", "[", + RowBox[{"Black", ",", "Bold", ",", "18"}], "]"}]}], ",", + RowBox[{"GridLines", "\[Rule]", "Full"}], ",", + RowBox[{"Axes", "\[Rule]", "False"}], ",", + RowBox[{"Filling", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"2", "\[Rule]", + RowBox[{"{", "3", "}"}]}], ",", + RowBox[{"5", "\[Rule]", + RowBox[{"{", "6", "}"}]}], ",", + RowBox[{"8", "\[Rule]", + RowBox[{"{", "9", "}"}]}], ",", + RowBox[{"11", "\[Rule]", + RowBox[{"{", "12", "}"}]}]}], "}"}]}]}], "]"}]}]], "Input", + CellChangeTimes->{ + 3.790687525253502*^9, {3.790687557253933*^9, 3.790687626971509*^9}, { + 3.794719124299356*^9, 3.794719146529956*^9}, {3.794719180837043*^9, + 3.7947191812895803`*^9}, {3.794719305404557*^9, 3.794719337912737*^9}, { + 3.794721676616198*^9, 3.794721757729083*^9}, {3.794724859435648*^9, + 3.794724871790597*^9}, {3.794725118644602*^9, 3.794725128522792*^9}, { + 3.794725191243411*^9, 3.794725307093557*^9}, {3.794725563587913*^9, + 3.7947255660669003`*^9}, {3.794725621167235*^9, 3.7947256582695427`*^9}, { + 3.794725692370412*^9, 3.794725727205797*^9}, {3.79472578245535*^9, + 3.7947257864266376`*^9}, {3.794725845727727*^9, 3.7947258805453663`*^9}, { + 3.7947259216801233`*^9, 3.794725934809228*^9}, {3.7947260616247807`*^9, + 3.7947260941348667`*^9}, {3.794726499758119*^9, 3.794726501555275*^9}, + 3.794726554242114*^9, {3.794726949722827*^9, 3.794726988375607*^9}, { + 3.794727549631509*^9, 3.7947275648117733`*^9}, {3.794738326185278*^9, + 3.794738404651882*^9}, {3.794738654299843*^9, 3.794738691198533*^9}, { + 3.7947388116344423`*^9, 3.7947389903394547`*^9}, {3.796095724234614*^9, + 3.79609573766311*^9}, {3.7971555405357857`*^9, 3.797155554642912*^9}, { + 3.797155601653513*^9, 3.7971556734778223`*^9}}, + CellLabel-> + "In[1014]:=",ExpressionUUID->"0afd26fb-bcfe-42be-9291-2406fdcef70a"], + +Cell[BoxData[ + TagBox[ + GraphicsBox[{InsetBox[ + GraphicsBox[{{GraphicsComplexBox[CompressedData[" +1:eJxN23c4lf8bB3AkW1kJKeNIkVSUnedQIdkrW0go0TCKjMhIoaykIlspOyMj +DSOphDQc5xz7HHtlFr/z+8Pn/v7V9VxX7nOep6vX9b4/z5uYk5eJCwMdHV3+ +Jjq6///5c0b/EB3dNPajWf/DuSoyJrc/6eSDzlnstT2x90cpGRNzdClhH/yD +xWbfuThWQMZq4hh5bjUsYftHztI9yyZj2ZxM8mmxq5is5rHZn4/JmPite1lJ +D9cwWaO/LHkJZCx3xTtCp4oO3z48/+tqNBkLPzDcf1iTAb8lt76LFEzGOO5G +icx+2ISf+MjOMeNNxqgu8ZYl+zfjN+vr5BidJ2NctWeUSeVM+BTH6BfO9mQs +Ji6Zf6s4C15crLx0yoSMlUb/69waxYqfPikk66tN+74MUsrBHOz4Bpk3j1pV +yNjwQk3qtC8Hni+fi71dloz9ceXNbl/nxEu8mZp6JUbGXtA9jrl5cyteNMY8 +qpmPjNmyNymnenPh6/0WGcpYyFiU2VO6AkVuPKPbczPVRRLmYFvYWDvBjTdJ +DEmgEkmYTWYacXMZD973eblT/QcStu9GnmulNy/+iu2rHL0CEpbDNzjpLsWH +T696aPo9gYSdGGNoNZ3gwzdsl/1Z40/C7oWYZ6lnb8MnjD1IzncmYYXPGsbv +n+bHT/WknXTVJ2GzXFuihYW240dLKcxlR0hYn0Lc7vyv2/EdJ8lum0RJ2J/U +Wb4LiQJ4mWiZWTpWEtYb7+mdbC6I36U5s21yloh5ndzV8Y5VCP90gEG4nUjE +9qgXh0l+FsIn+m9Zv/WRiEXP+MjfCduBx8Z+m+AqiFiDkpmppYIwfi5B6Edq +FhETrudrtl0Sxn/qVvZhvEfEcAysyk4vd+LVqLelVYOImOEt0lra5V34kH+b +K/wvEDHJRuo7wl4R/OAHJczXmoi1P+RYDCWI4OXe5g+p6hIxo+4orNhQFN9d +iHMWVyZiW7Cc0PTnovgbO4aeZEkRMWJTqZc0pxi+yqh5+rQgEUtJaUukXhTD +K/xl5e5mJWL5J+mUpVrE8LdEtTLaVnuxVsHdkYzS4njKmX5J1oleTPOjs9mZ +cHG8XXt8WQGpF8t+V2g1TRTHp2bmas919GICPaMswngcvujz9Kd7jb1Yfwde +sSUVh++Iiavxru7FGjW6l9fXcfi1GwxfbF70YuFxl+s+uc9gyiOFV6tfkTGz +6DsCZz/j8H8047R/l/ZihQ0Oi0Pl05jOlY4q/koy9kh2eA9/OQ4fROJcxVX0 +YhzDB1lLh3H4pZ8F8Q+KerFjvyz4rlpPY13rSm4NtL9fH5JwwCsPh9dObb72 +qbIXO6hE5GL/jcPruRzcolTSi1ESwuit5nB4nZIjnUsve7FYl45M5f3TWP3s +Ch0f7f9ru9T5sh0ZOPzYtEdfehXt/vvKEys7cfjYJuY5Ftr3W1GzDt88gcM/ +Kr2z2lzYi3WPvgh8sYzDvzt/SVCaNq9sH9foY/5pTP2XTeBR2jyrIPM/M09w ++C8rung22vP4dORpd0w7Dn+XYhx3mTYv7P6J5h4qDn94VL36AO1+HLCUN6EL +tOd195bbfdo8g+S3qt1/cfikXbND72jPr2lLUYwB+zR2ti9sjwltftreU/x2 +j3H4wnUHf4w2n4uctLj0BYdPqJkZyaHNb1FVpWhRcPhPlYGZzrT52dQY8sQ8 +Di/M4S7USJsfj6+01VjF4XP+qt9YoM1nG/8kdGENh5cai7KIo11veNZBvbMm +FAmemYvWdG67BZ7t89b9IxQCnp3gSOHJDwDPuu9U7IvyBc96B6w7N18Cz57G +nI9ccAPPRJq6M3afAc++FjMOalqAZ1cMfNfmT4Fnyj9+0ZVj4BllnGzpJg+e +/VQJmq+RBM8S830HgwXAM0nuxx0zbOCZX5f3ksYSCXkWmpm//0gPCXkmrBRa +b91AQp7tvvtlJT8LPPvM/2DrudvgmWdhXUjqRfBMbZLAwW4Knr3XodGhAp5p +0g1oxYmBZ8vblo3usIFn+pu2+z6YJyLPVGbSfrj1EpFnmVte4A1biMgzcoA9 +z0wJEXkms8zy3OUxeGb+8DVfchR41mVlaWt8FTwLu4u7keQAnlXzH/DQ0QPP ++sQ8qKaK4Jkzs0dhNQ48u6r1HnPZAp4pMfsGn1vpRZ5VCflG1g73Is/emJ6q +tPvWizwzSOh4cL6uF3nGLSHH0J3Xizwje0jW1sT3Is9C02a/SgWDZ78VB3YK +nwfPTLeq/M22AM/41jxzPhwDz1q0WObvHADPfgaJC84Ig2f6L7Xpg1nAs4QF +hcsF4WRMWjsw8JvNPMZscZ/1UCgZ81wq79M2WcRUPzc6LgeCd5dSwr+/4AHv +mDyOkVwjyJisym3n8gdzmLIW1VMqjIy1yMR8lHq0gNXYxKxuDQYPvUyj5du2 +g4fjvBm8CZzgoc3juKR3tHnF8nHdOUfmMH/ha8IZtHnzWtfrUrEFzONq3khy +MHgZZFa1YCcEXtZPfsNEuMDLh+dOm7Kwg5ctfaa8U7T5lw/y3EtjnMNGmE92 +99Dms5l5KXZyL2DSBSUnfwWDp66+h2zzdoCnFxwze124wVOnd7/C9TnAU8nP +zjfes4Kn9XxHdmym+dNR2DkuND6LlZH9x5don5dsfd57auUPxp6hrLASDN5m +hzQc0BMGb5kSLAxYecDbHd5WGtMc4G3eAVeCCxt4a6VvIS/GCt4KaV7i5qJ9 +PoPn4R2/SLOY3PcFF2aaf4TekfjAqT/Ynyeej9hCwOOcjsqMNGHwmMdaZKsN +D3i8j5Cdp8EJHotpMmyrZAOPSxr+mV1hBY8V4j23t7OAx4ScrdGlVPBY7Ak9 +5WEfeDzd1TZU8wM85n93aPLZZ/A4culrldR78Dik9om6TiV4zIAPlpkpAI/X +wnOZU9PBY7YBnsPpCeBxyikhvRdR4PHSmIolbyB4bGceyeF3BTxmsapwPegG +Hk8UM5tuswOP6bHwY4Um4DEnX86ArjbkS7qP3dfnVSFfena+zFU6BPlyVuzY +j3O7ycjjcZZXdxSEyMhjfKe5+AwnGXlsNqQl0kxPRh4H7p0Xrh4Hj7ED190p +neDxgbcKhMZa8Di+XHKnYi7ky0feckr/YiBfMoTz3a/0g3zpn7LyjesM5Euu +O79u+p4kIY/H9p/CsdHy6YbHFo8+ZFSJkJDHyyfjpUo4SMhjWW4mzYkV8Lj8 +DjP9Kwp4zPcpL7f2J3gcU64jc68FPE4IXV0Lfw35stC151jNS8iXk6x/t4w8 +hXz5LGsxi5AE+dIu0Jb0Kxry5Z07Ey7TIZAvwzMfXvG6RkQeL9zuO7DgRUQe +u94fO1/qRkQei2oTqWJORORxstmvrCQbIvL40+O/dkvmRORxkV5dqpIREXlM +/iHp2zwE3vpPpFQzmxKRt7evOcY3joCnMRfuvwswIyJPN6dVcD82JiJPDZz7 +Veop4CUXuXtFifb5G14SemIJRiZE5OXSKq8plfZ9Nrws35Q5qUQFD70u5J9L +of38hoel+y6yvKD9/IaHXZlHL2vSPn/DQweWwIp7tHnIwyehJB8qeLfq/d2o +hTZvwzsedf32X7R5G97pnZE45EWbt+Gd2WjGfC1t3oZ3nVMxKWdp1xvevQx5 +cDSRCp69lmExJdPmb3jGu/NDwzRt/oZnFxIsnoTT5m94tq37q0gnbd6GZw+V +QrL8adcbnu08npVkQLve8CxfxnyX2b1B5NlBoqZ6utsg8qy0cfF+gNIg8kz/ +15DaLeZB5Nm0S/Yev64B5NnCeNkW39QB5NnVz9urYp0GkGe8TwWI7yUGkGf9 +BqXKUSP9yDP/sCp2j8J+5NmEEX/d6qV+5JnAiWPpPkr9yLP74iGZOxn6kWc6 +bhaqj1r6kGcyJa0ewYl9yDOOAF7ZXrs+5BkDfdcJBek+5FlHVV0JaRU8+3Zl +WD/3E3hmES2rEPsUPCM+asWmroJnDZgY1yFd8OytTYQ5J83DDc88rNsMnP+B +ZwUNA3tUqsGzoENyTVHXwTMDoZef2hTBsyi94Uz/f5Avp21Dz7q/hXxpVfnv +vN9tyJcL5/VVfp+GfBkgaFJfLgH5UnX/tIHZYi/yrDW8DT/X1os884huD5fL +6EWeffqrttfWvxd5ZnxU8aW+SS/ybMdWycuVspAvX4doS1/ihHwZHmVDZB8j +IM+Ib60cfdsIyDMiLukd+QUBeWY5MffKJo6APOMLLSDw+hCQZ1xfyszIVgTk +2ddtf2syNAjIM9vPPj790gTkWaj2evJJXgLyjKIlxaO61oM8Gxo003k/0oM8 +E6rtubstcBB5NshtIdA724M8e/WJaXdvxCDybPvlNa+wpR7kWa8AqVV7ogd5 +1pk4RMq8M4g8yySX8dqt9iDP/k4ZmHFN9yDPpk0kvcNGe5Bn7T1jvGsxg8iz +lCLeyE9/e5BnmydDZH1nepBnk4eeCQ6N9SDPfFnsfolTe5BnkkGr9VJxg8gz +X4sHUmH/epBnlxVdb0rR7nfDs0nxeqPk8R7kmTCL/+ZO2rwNz/wMiqeuUHqQ +Z1Fz8gJvaPM3POP1E95Gos3f8EwyyeZ4GG3+hmdyey9snqLN3/BMwvTG4X20 ++9/wzC9ehdBKm7/hmbH9a94dtOsNzy7nc8cUO4Jnd63nrmqog2dnKo48LOQB +z/azaNQ+GhpAnu3a2bxW9wo8i/PJiFEOAs+spZYYHmuDZ9f8LHZJsoFnM9WT +yu5t4BlBkN7nTDx4Nn4Qt6PGFDwjGJ825BcCzzQT1+Wa+vuQZ5wf8N2e+eCZ +dmcLoeUqePapV1GjUw088xK2dxBgBc84lqxdiL/BM+53pk/Gn4NniyqdmnIh +4FmgyV1eVjPw7CQ/z/u30uBZfrd6FiMTeJaSV7aHpQE866/b9dr4BniWMPDn +4Vc18IyiU6s3twL7skPejgbZBvDsbs454rEw8MxnqZggogue6RQxDG/fDp41 +vozIFu7vRZ7pqbZkN5WCZ7xNPz20I8CzPabnL7Fbgmf39g/9aJAFz74KVF8Y +2wSeTSyPRub3EpBnpYk+4eXVBOTZR0OdfWcSwTO/Cz15LFfBMyve410+RuCZ +eI84/+aD4JmH07c8Vl7wjG5Gi2tmvgd59niGWsjyuwd55p15qq2yoQd5Zm+R +U+SU24M8izFcZ+iKBc8qjMoCMnzAs4Xa17vijcAzLr/xKP5Q8Mw4Ju2ijhV4 +ttPolqBHFHhm8N2CtzMAPLteT28XYQeeje3F3jy5A57JajyInQ0Czz6UxW2t +ugaePT4oOf3EATz7xd2npxQDnjGyuqyGhYBnd43/MZzwB8/o44WVZPzAM53Z +lt68M//xbLSdgSkWPMtRYtilfxM8++sXOMIeAJ5N97nQzfqBZ4sVSRXnfMGz +/BMn7GQcwTMt07Rlj1jwbLH1QmvJTfDs6I5Ab68A8OzUL+F1s2vgmWxFqOdH +X/CsrsuYi9EXPCMVpxQt1oNnXY7xLP/iwTPG79XROvbg2cXn0XUeUpDP3hXe +NDo4B57Znm2KK60Az2IuK168GQievWz5/cQRA8+6BnyU8xgGkGeCE16Zfq3g +2eQlVge1WPDMTOnAVJcFeEYqpuPxEYN8Fsbh8bSZAp5xxbX9PfIKPDMQmBIa +CQLPkoZOypidAs9SrouukYX7kGf3cdfXHMbBs4pft6VGG8Az9SEWj+8J4Jmi ++0G7p+7g2Q/yZ2b+4+BZesSsisNOMvLM+31+kvgCeOYa7DmrUQGelY890c31 +hnxWOlMc3qQC+6YJX9po7Dp4dtRXd/lLC3iWJZkS+zgFPJMP3/lTzxXy2T4R +geU+VTj/Cz3RwJfOC/tm8VuFR1aj4BljW+K1xUbwrNPx1WTRU/BMV8LRuikY +8lmDh+DXfY6Qz7C3nvcrNeD875jAT6HB3XD+53R4uPgUK5z/3V3/YF46CZ7V +Z4Rz7/oBnokUiD78Wg/5jEFly0eVZ5DPtJbSd3EmQT7LVbIKOhgC+UxT3VQs +8yIBecZ/fYFviJb3NjxTr/m7kvIMPKt88SYvy5mAPBNg8yJcLgfPuOOvNaW6 +EZBnF2xdQ2vtCcgzmQsfnd5Ug2eWKXvdhC8QkGcf05iEZB0JyDPh2dqfBrYE +5BljZImifS14Zqmv9dbegwD5rPOxo5sTAXlmyGN+MNyOgDwbDXriL2hDQJ4x +ssk+Laj7j2fv7IzoaM9jw7OjCm2Dm2n3u+EZ+fNatSjtfjY805GNZSunzUOe +DbXuDbYmIM/cMsQ7jevBs77U1IPGtPkbnpk7nKo3o83f8EzyiFWyJ23+hmf/ +2nrc6Wn3v+FZg+fsyTba/A3PhkbEt8vRrlE+e9WuFstMRZ4tRZxuolRRkGdt +9Y7y560pyLMPkgNv1FdHkGeiNyLDmR6OIM+cVvfczJUeQZ4tHfaNDng7jDwj +Lh89nGIwjDy7yy/YLUocQp6t39777qrvEPJsr3gA1xGWIeTZjczb3DNZg8iz +sz7ybAnHB5FnrcF6HLXkAeSZYYRkrmLkAPLMOYeiZSQ9gDyLi8tttu3sR541 +XnljzxvRD54xF3PYKPTD+RmRTrh6qg95JpJuzHcgrw95dno7Q06vcx/yrK77 +jIrb3j7kmcIrVl+PMfDMjWO85eErMvKMvsX926MwMvKMVex4qLERGXkWZJKa +yY0jI8/Y3HHlF6lwfpZtuKUiKgHOz2afsMxWacP5meGxD+fGl8Gz252yu+Vf +gWfMSw+KjvuAZ93rnh9uycP5WdfAwoT9MngmeZy54VEdeNZvVehTEgWedYW4 +PrU9DZ4ZyR2+GiUBnnEJ9p7wXYR81qe/4ML+EfKZP6VAr/kJeGY0//6ztR94 +lum8VvnSEDzjym477CIDnql94dhiyw6eWVKsG/ZSIZ99CRqwKGuFfFbSla98 +7Dnks9e2BZU2fRTkmVQaB4vOa8hno/wmkg3zFOTZRxWnF5feQT4bNHbYpFwK ++Wz23mUHlTUK8kzjrdPr2CbIZ4bd/JZHKyCfudrZ/1MphHw2ptm/m8pARZ79 +FGdQeNoC+WzrafKARhXkM28nQ0XlYshnku/WTdVf/CefPf9GUdtMBc8si+8/ ++wj5TPZ7+7vj1ZDPhLJWRpVKIJ/1X3vlq/ay5z/nZ+xJ+ALIZ9k4MtmFiYo8 +e8/I7yrb+p99c3emZVM15LO5ovjRqhLIZzVeUS9rXkI+GyvicntTAPmM327s +99vnkM9eb1poYH9DQZ6de6KZQ/UDz25LhGgpi4Fnj/X5d11uAc8sGCPJEhfA +s4gDDYKqdOAZedf4kYAU8KyZSWLwxm7wzJ1k6Pi9DDwr4Qp3fqgLnrHUanA+ ++j2IPCtQouIp3uDZnwqpxqt84Jm51DfGn0Xgmdp3Sv6aOXjm72ljJrzcjzwz +W8rRDc4Ez9jWuY3qzMEz0bH6R/VM4Jk+hbH2dwN4dvCQ88CO6+DZGY7a9AAF +8Czx6DPXqFXIZxQ5ednhevDMP+Hco/23wTOf5XM7t5wGzziK1TlscODZvqNV +1vOjkM/WXik2OtwFz5R05oT2HwbPfFUeEn4NQT6rOq66+DcRPDO8URwqoQ+e +ObzWvTrPCp6J3hj9EvIB8tm25WqOjxHgWfJZb1dubfAsz0Oo2H0LeBban5Pg +8gv2TXvfbaoJmbBvfhTObmq7DJ699I0ddMPAs6C1Q8l6XODZLb1bylbDPcgz +88bxvrHXsG+6Hb02dSQR9s1lV5HAAS/YN3WypZ2P6IJn79Mae5P2gmd26ZW/ +XjGCZ9vN98Y9egyeMc3UOHjxg2ePm1pndxaCZ7x3mT57i4BndIkcB8M5wTPL +quDCvArw7FL37d/0EuDZDveg4QVu8OzOlrEDQqzg2T9Tfh/iawryTOZ2xl9d +SfAsY9PqSTk+8Oz0zaVfBuzgmWOd5cERJvBsodHp1EItBXkWw6F05NIe8Mzu +/fU0o23gmcSU21d3DvBss/SYPx0LeGb4gMHoy2bwbFbhrAl9PQV5tlp6Y5Vh +L3h240TwDGkbeOaAN76yyAGeqVkJ6cSwgGdZ8tRSaybwTKQpjVlzM3i2z7Wg +issI8lnMJY+RkWXwjMfqmOijBPBser3IkUOWgjybmouUpjSBZxrNcRRuc/CM +5xQdKWAUPFsaP32rzA88K9Pv1/VgGUaeGW1qEzXIBM/0osp5vx6BfGbAId2/ +3AGedckfNSz1Bs80upt5n3IPIs/OKp7NulQFnhkSfJRv2UA+a5XMO67COIA8 +Cxv2uOheAZ4xSmQELrqAZzHf/wY82NWPPNvKiT+h+R08MxLXeY7dB89GvAQ4 +dcwhn0Uokutmt/chz06HX17Y3A+exSR7hEsVg2fM8SeXtAPBM7eIn9ufGUE+ +44yN/HaU5t2GZzynpYwHZ8EzL/przCnPIJ+Na+h399jD+81m6ZfNGjvh/Wbx +kaGxRDJ4Fhs2Vx2VCfks4Yv81/kL8H6zCpcqIHkY3m+KaGuqLjPA+01pEamX +pt8hn52YNCkIzIV8ZrmNv1EkEPbN7bvtR16awL55vWP3Js190DfZ8XiTky0L +9E1m6LlivQYhn1WxifknfoB8Fnx4Ja0rF/KZm8ydncJRsG8S7Onb2z1g32Rm +S33Ybgj75pmzsuQdklTkmd4pu+L/71sbnim7/rJyUqUiz8KodXc8XGDfbN1a +2j1uAfvmPXdnrs8nqMgzvheqqTvcYd+8dazoY5g17JsnXnxrtTGFfbP3UGH3 +nC7ks8haJ68/52HfDHneGGhsC/tmwrHcRJz5f/bNply/JGPYN5/E4iPC9CGf +OWbvney/APsm/cieESU72De3nL7LxGIB++a75uAr10xg37TU2fa71Aj2TWsu +W69WA8hn0RZFHVYesG9+ZWx888IO9s1IkS4nfwvYN1UjFnhGTWDfVJBR2ilh +DPsmx7xioYYR7JtWypG3rt4ZR54dGWm3vCM+jjxrShKtPp4zhjxLZjidPL1n +DHlWY5E0di1vFHnGlcn/YK/AKPLMXmjxZsY9KvQ1nvaulv+jIM88A6TCGLwo +yDOmpYdNl8dHkGeHv3CyPnUaQZ7djTjeLTs8jDyTja6nPLo0jDwTz7ZWt1gY +Qp4x3tzT5nZ7CHkmVK0asUVwCHk2saeOKbp4EHnWMrkWJmk2iDxrV026Z/1n +AHm2o85zqCVjAHl2KXcwzF5vAM7Pkvz0r/3rR55ZvxE8xlvVjzy7ruGpfeBy +P/LMyOT59G+5fuQZ44u4rVLLfcgztZtGMtL1fcgzV59hC53oPuSZ2OgZjlM0 +Lzc8q3/rXnJaog955vhGLBu/TEaefXkZ80PiMxl5pnQ4cqdWLhl5Nqudp/f/ +ftiGZ7ekrYlSdmTk2YNTUlYBamTk2ayYFP0fITLy7Mn+gJa8FRLyLGJxLiDk +PQl5lnXcV/1DNAl5Zt8UZ3TbkoQ8Y+NuJvRJkMCz3yuCX+ahr+G2dFZNuhX6 +Gm3qsd0H06CvsTf+wKKYH/Q1FJ3CT6eaQF/j+Rm/6E4Z6GsUpcc2K7JDX+Pi +JjEF3xHoz0kP8e25aDkOfeD0Nf2dy9CPk1CPNjG6Mo480z7uMbCDAfoapVOX +7qlOQ/8t/PDjgJWgceSZ9HGcRC4T9DV0l+N78ueh3xbyepv99zHot0U/EFE4 +Gj6OPEtfiWOZZIG+xk3uBdn+Beiv3dPnTmKehP5aknoZNZsK/TXhLP4Jq6hx +5Bl7ZtoLHjboa9ywptxaX4R+GvHHdmuxKeintc29HKsdhX4a7/3x0zEU6KfJ +pjHvHLk9jjzzzFXYl8MGfY12Y3ab2CXon6X68bsWTkH/jCmrnf/kGPTPJBfa +eASp0D/zmmOrpqdA/+zP7+8PHLeBZ4naM3JZ1WPIMw96/+DGk+AZeyuni9CP +UeTZReOzhsH24JlLdd4m3S4q8iwk/ozgZQPwLIj5ZMLH1+CZNkPzxwEp8KzU +NzX8azZ4xrGnqcxNADw7p7cexpIKnh2SuRewFweenQjo3y6TD54ty2sqHFQF +zxbT0/ksPg0izygRHaR6Z/BsmVDPH8ACnk1adx9hLwDPvEYVmRoswTM25SHu +FEbwzGL3+46SCvAsMas4Y/oyeFYT92C37T7w7I0aQ+X4eB/yLO0ei2h9KXhW +54yjb/MFz+L5Qz/laYBn3vaXZKbYwDNRicHmPz/IyLNnr5y06p6DZ2FSDTlC +N8Cz8GlOyUoT8OyISqQ8pwx4Zi6WwinGCJ5p3b3C6fSWhDxrttfN0L1GQp4Z +rVWyOSiCZ7vLvOMLV6B/tijHtvNfzX9+vyG94fOxW9A/w1nNHWrQhf6Z4baB +QeZt4FnBp8g4tSHIZ8sXLul/LoM+cD37v1eNkdAHprY/fxJoD31gW+bXD0vl +oQ/soUeVjeaEPrBdxI6J34OQzzJ0eoYWKWPIM5+V/i9zS5DPHgQlvb67PoY8 +a4zw5T2w6T993jPO1B+TkM+ercgHxLGBZ/Lv36dZskBft27h2WLfHOQzdWHn +pO9UyGcRwXb5a1vBs+VabZdpNujj5imoUd0XIJ+9Z2T8aD4O+cxruEjv9Ajk +M1UDoWclPOCZoHoy61EO6Nume3o9KVyEfObQGPQoeQLymdiHFvlkCuSzjAoi +SWAY8pnFzT4GNj7wzNFhx90BDujTHvQJlDRegnyGydHJK05CPhsX1/x+hAr5 +7Nw8PXPVMOQznSX1H9eHIJ/VPFC6HE4/gTz7HlEc9P+8tuGZqHTz7Hu6ceSZ +qOrT5qZrkM9YbZsir0yDZ9XR4dLMtpDPVDJjRr91gGeBKlfOPsVTkWeJ83fU +xMrBM8vrD5n5DlOQZzY+5vY/XoBnZQ2395rLjSDPpCnj5lvrwbO1to6zIceH +kWdbvnA4ZfwAz9Q6fiw2nYN8NtOSt9/8H3iWTIfNfEsHz0qEzcaeYYPIs6a4 +nA/fRsGzLt7BPxKJ4JnAZpkW9eMDyDOxntDBI2vgmeLccXeGSvCsz9VE+uM1 +yGfnm/nXE7B+8Cwt8HTU5n7kmWqXbj+lAzxr8zEez00Hz+wcplKrL0E+2/6R +TP9Buw95Jihnw3pgVx/ybMKPbtv3ZfCsyLzZxfwneFYuL1wkVwGecRg/LDiR +AvkshO9lyYfrkM98ZEWOLdmTkWdzT6rlpLTIyLM9+2aKGmlebniW4Vvk7spP +Rp7NtKRGblqHfJaVzmOY2EVCnkns1qRuLyIhz9K4XzgkRpGQZ/ECTkpB50jI +s/A5B+5KLRLybKH6cMD8bhLybG5W/swQCwl5FhwiGcw9Cn3aspsGbv3NkM98 +Tgh91lqGPm3Rv6BR3iHIZy30TmUs9CTkmW9QkGL6DPRp7T0Zb7jMgWeijaHP +5hhJyLOfqwFvvP5An/adZYvk9wno094t6nsfsAKeaSn9LBhjIiHPbMaLvK0X +oU9rk7zLsXoK+rS1yRURs2PQp11Z5DnEsAae/ducZ0hhJiHPLLUcPYyWoE9r +NVos8GIa+rTXcAlZA+PQpw27sPKVfgz6tJtq9it+WAfPAiaMW8/RnveGZ16y +D+M+LUGfdqFW5tHuGejTiuIcLG0noE87vPhgl/8Y9GlTJrtTb9P+vf4HWaQM +Fw== + + "], {{{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, + {RGBColor[0.368417, 0.506779, 0.709798], Opacity[0.2], EdgeForm[ + None], GraphicsGroupBox[ + PolygonBox[{{78, 158, 150, 143, 137, 132, 128, 79, 159, 151, 144, + 138, 133, 129, 80, 160, 152, 145, 139, 134, 130, 81, 82, 83, + 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, + 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, + 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, + 125, 126, 161, 153, 146, 140, 135, 131, 162, 154, 147, 141, 136, + 163, 155, 148, 142, 164, 156, 149, 165, 157, 166, 127, 216, + 243, 236, 242, 230, 235, 241, 225, 229, 234, 240, 221, 224, 228, + 233, 239, 218, 220, 223, 227, 232, 238, 215, 214, 213, 212, + 211, 210, 209, 208, 207, 206, 205, 204, 203, 202, 201, 200, 199, + 198, 197, 196, 195, 194, 193, 192, 191, 190, 189, 188, 187, + 186, 185, 184, 183, 182, 181, 180, 179, 178, 177, 176, 175, 174, + 173, 172, 171, 170, 169, 168, 217, 219, 222, 226, 231, 237, + 167}}]]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, + {RGBColor[0.880722, 0.611041, 0.142051], Opacity[0.2], EdgeForm[ + None], GraphicsGroupBox[PolygonBox[CompressedData[" +1:eJwNxudWDgAAANBPb9KjKE2jJSUkTSWV0VApQmgvLUS7kChCS1Q0RBHK07g/ +7jk3OL0wviAoEAgcoJeDcpebVFJGMVcIIZRDhBFOBJFEEc1hjnCUY8QQSxzx +JHCcRE6QRDInSeEUpzlDKmdJ4xzpZJBJFtnkcJ5c8rhAPhcpoJAiLnGPGq5z +jRKucp9bVFFOKXXcppoK6rnDDRqopZHLfOQfv9hni5/sscY3dvjLCl/ZZJs/ +fGKZL2zwg98sssA8c8zygfe8Y4a3vGGaKV7zikleMsELnvOMccYYZYRhhhhk +gH6e8oQ+HvOIh/TSQzdddPKADtppo5UWmlniM6us851dmvgPkFBYCQ== + + "]]]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, + {RGBColor[0.560181, 0.691569, 0.194885], Opacity[0.2], EdgeForm[ + None], GraphicsGroupBox[PolygonBox[CompressedData[" +1:eJwVyNdCDQAAgOGTN3GXUUmkpSVFKklRiIbZcDQk0lCojJSGHEmDKCVFiWi8 +WZ+L7+L/d1cEC27vCgQCYYQIF//HTSq5wiUusIe97GM/EUQSxQGiOUgMhzhM +LEeII54EEkniKMmkkEoa6Rwjg+NkksUJTpLNKXLIJY/T5HOGAs5SSBHnOE8x +QW5xlTJKucgdqrhGOZepo5rrVFBPDTdooJZGSphhmz9s8ZPfbLLID9bY4Cvf +WOYX//jCHAssscpfPvGRaaaYZIIPjPOeMd4R4i2jvGGEYYYY5DUD9POKPl7y +guc8o5ceunnKEx7TRSeP6KCdNlp5SAsPuE8z92jiM7PM850V1rnLDhMXSZk= + + + "]]]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, + {RGBColor[0.922526, 0.385626, 0.209179], Opacity[0.2], EdgeForm[ + None], GraphicsGroupBox[PolygonBox[CompressedData[" +1:eJwNw4dajQEAANA/PUBIoUFXgzSNlCiR0dC6GUmhq6WpoZCVVQmhjK6t+ZjO ++b4TigyHh7YEQRBj1LjYILhsgzWet9LTbnWb2413hwkmutNd7jbJZFNMdY97 +TTPkPtPNMNMs93vAbA+aY6555ltgoYc87BGPWuQxiy3xuKWe8KRllnvKKzZa +6wXPesarNnnRKs/ZYtg6q71ms/W2esnrVvjOTf+64Xf/uO4Xo/52zU9+dtlf +rrrgR5f85k9XfOu8b5xz1hlf+8qXvvC50z7zqU987COnfOgD7zvphPccd8xR +R7zrsEMOOmC/fd6x1x677bLT20bs8JY3vWG77/3gol/94T/b/A+Vzzsp + + "]]]}, {}, {}, {}}, {{}, {}, {}, + TagBox[ + {RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6], + Opacity[1.], + LineBox[{1, 71, 65, 60, 56, 53, 51, 2, 3, 4, 5, 6, 7, 8, 9, 10, + 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, + 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, + 43, 44, 45, 46, 47, 48, 49, 72, 66, 61, 57, 54, 52, 73, 67, 62, + 58, 55, 74, 68, 63, 59, 75, 69, 64, 76, 70, 77, 50}]}, + Annotation[#, "Charting`Private`Tag$477816#1"]& ], + TagBox[ + {RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6], + Opacity[1.], Dashing[{Small, Small}], + LineBox[{78, 158, 150, 143, 137, 132, 128, 79, 159, 151, 144, + 138, 133, 129, 80, 160, 152, 145, 139, 134, 130, 81, 82, 83, 84, + 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, + 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, + 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, + 125, 126, 161, 153, 146, 140, 135, 131, 162, 154, 147, 141, 136, + 163, 155, 148, 142, 164, 156, 149, 165, 157, 166, 127}]}, + Annotation[#, "Charting`Private`Tag$477816#2"]& ], + TagBox[ + {RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6], + Opacity[1.], Dashing[{Small, Small}], + LineBox[{167, 237, 231, 226, 222, 219, 217, 168, 169, 170, 171, + 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, + 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, + 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, + 210, 211, 212, 213, 214, 215, 238, 232, 227, 223, 220, 218, + 239, 233, 228, 224, 221, 240, 234, 229, 225, 241, 235, 230, 242, + 236, 243, 216}]}, + Annotation[#, "Charting`Private`Tag$477816#3"]& ], + TagBox[ + {RGBColor[0.880722, 0.611041, 0.142051], AbsoluteThickness[1.6], + Opacity[1.], LineBox[CompressedData[" +1:eJwNyllagQEAheFfkTJrkKLB0FwIUShtoBtLaAFsPpkavBfvxfecU/qcjMah +IAg++KIn2tS545pLprZvZsxZsGTFD7/88U/gH2KDTcJE2CLKNjvEiJMgSYo0 +GbLsssc+B+Q4JM8RxxQocsIpZ5xTokyFKn2eaHDPDVcM6PDIA7e80qVJjTee +aTHkhXcuWAMd8hYU + "]]}, + Annotation[#, "Charting`Private`Tag$477816#4"]& ], + TagBox[ + {RGBColor[0.880722, 0.611041, 0.142051], AbsoluteThickness[1.6], + Opacity[1.], Dashing[{Small, Small}], LineBox[CompressedData[" +1:eJwVz9lWQQEAQNHbp/gUDSoSbsoQGUuD0iCSUgpR+mfbw17rvJ5IvRPebQRB +kCQqfhjzxgvPPLHJFtvsEGOXPfaJk+CAJIekSJMh5Igsx5yQI0+BIqeUKHNG +hSo16jRocs4FLS654pob2tyynupwzwNzvnhnQI8uC74Z8UqfXyZ8MOSPKZ8s +mfHPIyvnUSFJ + "]]}, + Annotation[#, "Charting`Private`Tag$477816#5"]& ], + TagBox[ + {RGBColor[0.880722, 0.611041, 0.142051], AbsoluteThickness[1.6], + Opacity[1.], Dashing[{Small, Small}], LineBox[CompressedData[" +1:eJwNxls2QgEAAMBrKS2oH0toAdlJIakkCuVRpKiQSHklJUliNeZjzplQZGU5 +uhQEQZiYzBgz4IkeXeKsssY6CTZIskmKNBm2yLJNjh12yVNgj30OKFLikCOO +OaFMhVPOqHJOjToXXNKgSYsrrrmhzS0d7vjmgzee6fPAnAlDXnjkh0/eeWXB +lBG/fPHHPf8FLjhy + "]]}, + Annotation[#, "Charting`Private`Tag$477816#6"]& ], + TagBox[ + {RGBColor[0.560181, 0.691569, 0.194885], AbsoluteThickness[1.6], + Opacity[1.], LineBox[CompressedData[" +1:eJwVztk2gmEAheHvT1IRaVBJKNPVdOISXAAXnAZjhpCxiPR08Ky119onb/3k +7Pg0CiE0aRn1WAhVNsixRoZzX5sOXXpccMkV19xwS5877nngkQFPPPPCkFfe +eOeDT74YMeabHyb88seU/3mwpogYC8RZJMESSVKkWabBFiXyZFlljxplCqyz +zzYVihywwyaH7HLECjMCFCfD + "]]}, + Annotation[#, "Charting`Private`Tag$477816#7"]& ], + TagBox[ + {RGBColor[0.560181, 0.691569, 0.194885], AbsoluteThickness[1.6], + Opacity[1.], Dashing[{Small, Small}], LineBox[CompressedData[" +1:eJwNw+kyQmEAANCPN+mfKEJlSVlKIldc2VWKqNCNvP84Z+akBkk8XQghRC4t +hjB15Ks9n3007bIrZsy66po5191w07wFi2657Y67ltyzbMV9Dzz0yKo1j617 +YsNTz2x6buSFLS+9Mvbatjfeeue9iWPffLHjkzMnDu3b9cdP3x3465cfzv32 +zwf/AYCoGhE= + "]]}, + Annotation[#, "Charting`Private`Tag$477816#8"]& ], + TagBox[ + {RGBColor[0.560181, 0.691569, 0.194885], AbsoluteThickness[1.6], + Opacity[1.], Dashing[{Small, Small}], LineBox[CompressedData[" +1:eJwNw1lWAVAAANCXnbQgPy3BAuorDTSgSIaiKNJAmjSholHaWfeec2djC3Pz +MyGEqIuREL58s++Dd94Yd8llV1w1YdI1191w05RpM265bdacO+bdtWDRkmX3 +3Ldi1QMPrVn3yGMbNj2x5alnnnth246Xdr3y25EDH+15649jhz5578R3X3z2 +1w9fnfrpn9f+A552MTo= + "]]}, + Annotation[#, "Charting`Private`Tag$477816#9"]& ], + TagBox[ + {RGBColor[0.922526, 0.385626, 0.209179], AbsoluteThickness[1.6], + Opacity[1.], LineBox[CompressedData[" +1:eJwNz1s6AmAUBdC/CxGZgwH1YggGkDlGuZVyiUopKkqSUG6R9bC+s/c5T2dz +e2crEwkhpMlGQ1iJhRDlV/5ixju77JEjzz4HHHLEMQWKnFCizClnnHNBhUuu +qFKjzjUNmtzQos0td3To0uOeB/oMeGTIEyOeGfPChFdW/RTjT/7mgylJuzgL ++YdP1vQlAnN93VwmQooEG7y5/QNYYTly + "]]}, + Annotation[#, "Charting`Private`Tag$477816#10"]& ], + TagBox[ + {RGBColor[0.922526, 0.385626, 0.209179], AbsoluteThickness[1.6], + Opacity[1.], Dashing[{Small, Small}], LineBox[CompressedData[" +1:eJwNw1lWAVAAANDXsQAlFElIFNKgiYpGGihJov5aQPb/595zbv5vPvpfCiEM +jEZC+PLdF7vee+uyK8ZcNW7CpGuumzLthhk3zbplzrwFty26Y8myu+5ZsWrN +feseeOiRxzY88dQzz72wactLr7y2bceJQ1/t+eCd337Y98lHp44c+OzMT9/8 +ceyvNy4AGf8S2Q== + "]]}, + Annotation[#, "Charting`Private`Tag$477816#11"]& ], + TagBox[ + {RGBColor[0.922526, 0.385626, 0.209179], AbsoluteThickness[1.6], + Opacity[1.], Dashing[{Small, Small}], LineBox[CompressedData[" +1:eJwNw1k2gmEAANDPsRIL6qVnlCga/JVQlIoyR4YMFWVKlunec+5SqhiPFkII +MZcXQ/jyzRcfvfPWFVdNmHTNlOtumDbjpltmzZm34LaRRUuW3bHirnvuW7Xm +gYfWbXhk05Ztjz2xY9dTzzz3wkuvvLbnt+++OvDevj9OHPrkgzOnjnz21w/H +zv30zxv/ATfNKgI= + "]]}, + Annotation[#, "Charting`Private`Tag$477816#12"]& ]}}], {}}, {}}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->{False, False}, + AxesLabel->{None, None}, + AxesOrigin->{Automatic, Automatic}, + DisplayFunction->Identity, + Epilog->{{ + PointBox[{{1., 0.5227190713812494}, {1.0000000298023228`, + 0.5237822654813594}, {1.2499999999563636`, 0.5113381818320641}, { + 1.5000000013587296`, 0.5107224461056845}, {1.8319999939041463`, + 0.5229265369491987}, {2.000000008168812, 0.5257560221765489}, { + 2.3162500217487514`, 0.5161359524986358}, {2.4999999994437268`, + 0.5240817569121743}, {2.507499950534874, 0.5137345497935977}, { + 3.0000000003832876`, 0.5079003980237113}, {3.0000000231065544`, + 0.5096530724359567}, {3.5000000002660014`, 0.5103459102326731}, { + 3.9999994979214217`, 0.500299548992879}, {3.999999999948025, + 0.5039052256219667}, {5.000000001639429, 0.4925064420160017}, { + 5.499999996466635, 0.48511121566904136`}, {5.999965558735909, + 0.4838638647423754}, {6.000000135581913, 0.48572474052371395`}, { + 8.267499999941885, 0.4702242876153204}, {9.000000002972772, + 0.46944073140195486`}, {9.999999991187165, 0.4656006734438338}, { + 7, 0.47907647102881756`}}]}, { + PointBox[{{1., 0.6450382927447569}, {1.0000000298023228`, + 0.6474920994564002}, {1.2499999999563636`, 0.6259086175390616}, { + 1.5000000013587296`, 0.618882217636191}, {1.8319999939041463`, + 0.6210388296367703}, {2.3162500217487514`, 0.5950154734864346}, { + 2.4999999994437268`, 0.6003334830993106}, {2.507499950534874, + 0.5854184117284936}, {3.0000000003832876`, 0.5637715325863049}, { + 3.0000000231065544`, 0.5658701919864328}, {3.5000000002660014`, + 0.5564261796663263}, {3.9999994979214217`, 0.5312547266475574}, { + 3.999999999948025, 0.5357670676930546}, {5.000000001639429, + 0.5058576164381654}, {5.499999996466635, 0.49032561956790244`}, { + 5.999965558735909, 0.48129794318818786`}, {6.000000135581913, + 0.48717453175638936`}, {8.267499999941885, 0.4503249977868231}, { + 9.000000002972772, 0.44589254513112664`}, {9.999999991187165, + 0.43494998082971237`}, {7, 0.4664072935378104}}]}, { + PointBox[{{1., 0.7830718448750646}, {1.0000000298023228`, + 0.7926727898718235}, {1.2499999999563636`, 0.7565620494667211}, { + 1.5000000013587296`, 0.7451257954316359}, {1.8319999939041463`, + 0.735484577438636}, {2.3162500217487514`, 0.6901795271075732}, { + 2.4999999994437268`, 0.6871713781405081}, {2.507499950534874, + 0.677590853508218}, {3.0000000003832876`, 0.6414497710171732}, { + 3.0000000231065544`, 0.6401921584552057}, {3.5000000002660014`, + 0.6225748185882045}, {3.9999994979214217`, 0.58118473212269}, { + 3.999999999948025, 0.5883047159549568}, {5.000000001639429, + 0.5390692051348933}, {5.499999996466635, 0.5152217421951297}, { + 5.999965558735909, 0.4998516106023674}, {6.000000135581913, + 0.5081587796966576}, {8.267499999941885, 0.4537490991310622}, { + 9.000000002972772, 0.44626049041605165`}, {9.999999991187165, + 0.42898710155777686`}, {7, 0.4770722430956821}}]}, { + PointBox[{{1., 0.9306179362180993}, {1.0000000298023228`, + 0.8742102162970831}, {1.2499999999563636`, 0.856627721242992}, { + 1.5000000013587296`, 0.8503500494280543}, {1.8319999939041463`, + 0.8238757268008632}, {2.3162500217487514`, 0.7686432948618833}, { + 2.4999999994437268`, 0.7495892003456067}, {2.507499950534874, + 0.7629825725473893}, {3.0000000003832876`, 0.7083662643008167}, { + 3.0000000231065544`, 0.7149625482615408}, {3.5000000002660014`, + 0.6883045538435231}, {3.9999994979214217`, 0.6444926297077047}, { + 3.999999999948025, 0.6523264102935737}, {5.000000001639429, + 0.5865705260151257}, {5.499999996466635, 0.5534200871855843}, { + 5.999965558735909, 0.5618058430909643}, {6.000000135581913, + 0.5499816974119478}, {8.267499999941885, 0.4919223426287642}, { + 9.000000002972772, 0.4660352044731535}, {9.999999991187165, + 0.469891229207158}, {7, 0.5172064013004738}}]}}, + Frame->{{True, True}, {True, True}}, + FrameLabel->{{ + FormBox[ + "\"\\!\\(\\*SubsuperscriptBox[\\(\[CapitalDelta]\[Phi]\\), \ +\\(221\\), \\((t)\\)]\\)\"", TraditionalForm], None}, { + FormBox["\"q\"", TraditionalForm], None}}, + FrameStyle->Directive[ + GrayLevel[0], Bold, 20], + FrameTicks->FrontEndValueCache[{{Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}, {Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}}, {{ + Automatic, {{0.4, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {0.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {0.6, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {0.7, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {0.8, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {0.9, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {0.3, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.32, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.34, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.36, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.38, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.42, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.44, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.46, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.48, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.52, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.54, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.56, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.58, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.62, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.64, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.66, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.68, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.72, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.74, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.76, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.78, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.82, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.84, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.86, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.88, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.92, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.94, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.96, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.98, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}}}, {Automatic, {{2., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {4., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {6., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {8., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {10., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {0., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {4.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {5., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {5.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {6.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {8.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {9., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {9.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {10.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {11., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {11.5, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {12., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}}}}], + GridLines-> + FrontEndValueCache[{ + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& , + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, + 6}]& }, {{{2., + Directive[ + AbsoluteThickness[0.1]]}, {4., + Directive[ + AbsoluteThickness[0.1]]}, {6., + Directive[ + AbsoluteThickness[0.1]]}, {8., + Directive[ + AbsoluteThickness[0.1]]}, {10., + Directive[ + AbsoluteThickness[0.1]]}, {0., + Directive[ + AbsoluteThickness[0.1]]}, {0.5, + Directive[ + AbsoluteThickness[0.1]]}, {1., + Directive[ + AbsoluteThickness[0.1]]}, {1.5, + Directive[ + AbsoluteThickness[0.1]]}, {2.5, + Directive[ + AbsoluteThickness[0.1]]}, {3., + Directive[ + AbsoluteThickness[0.1]]}, {3.5, + Directive[ + AbsoluteThickness[0.1]]}, {4.5, + Directive[ + AbsoluteThickness[0.1]]}, {5., + Directive[ + AbsoluteThickness[0.1]]}, {5.5, + Directive[ + AbsoluteThickness[0.1]]}, {6.5, + Directive[ + AbsoluteThickness[0.1]]}, {7., + Directive[ + AbsoluteThickness[0.1]]}, {7.5, + Directive[ + AbsoluteThickness[0.1]]}, {8.5, + Directive[ + AbsoluteThickness[0.1]]}, {9., + Directive[ + AbsoluteThickness[0.1]]}, {9.5, + Directive[ + AbsoluteThickness[0.1]]}, {10.5, + Directive[ + AbsoluteThickness[0.1]]}, {11., + Directive[ + AbsoluteThickness[0.1]]}, {11.5, + Directive[ + AbsoluteThickness[0.1]]}, {12., + Directive[ + AbsoluteThickness[0.1]]}}, {{0.4, + Directive[ + AbsoluteThickness[0.1]]}, {0.5, + Directive[ + AbsoluteThickness[0.1]]}, {0.6, + Directive[ + AbsoluteThickness[0.1]]}, {0.7, + Directive[ + AbsoluteThickness[0.1]]}, {0.8, + Directive[ + AbsoluteThickness[0.1]]}, {0.9, + Directive[ + AbsoluteThickness[0.1]]}, {0.3, + Directive[ + AbsoluteThickness[0.1]]}, {0.32, + Directive[ + AbsoluteThickness[0.1]]}, {0.34, + Directive[ + AbsoluteThickness[0.1]]}, {0.36, + Directive[ + AbsoluteThickness[0.1]]}, {0.38, + Directive[ + AbsoluteThickness[0.1]]}, {0.42, + Directive[ + AbsoluteThickness[0.1]]}, {0.44, + Directive[ + AbsoluteThickness[0.1]]}, {0.46, + Directive[ + AbsoluteThickness[0.1]]}, {0.48, + Directive[ + AbsoluteThickness[0.1]]}, {0.52, + Directive[ + AbsoluteThickness[0.1]]}, {0.54, + Directive[ + AbsoluteThickness[0.1]]}, {0.56, + Directive[ + AbsoluteThickness[0.1]]}, {0.58, + Directive[ + AbsoluteThickness[0.1]]}, {0.62, + Directive[ + AbsoluteThickness[0.1]]}, {0.64, + Directive[ + AbsoluteThickness[0.1]]}, {0.66, + Directive[ + AbsoluteThickness[0.1]]}, {0.68, + Directive[ + AbsoluteThickness[0.1]]}, {0.72, + Directive[ + AbsoluteThickness[0.1]]}, {0.74, + Directive[ + AbsoluteThickness[0.1]]}, {0.76, + Directive[ + AbsoluteThickness[0.1]]}, {0.78, + Directive[ + AbsoluteThickness[0.1]]}, {0.82, + Directive[ + AbsoluteThickness[0.1]]}, {0.84, + Directive[ + AbsoluteThickness[0.1]]}, {0.86, + Directive[ + AbsoluteThickness[0.1]]}, {0.88, + Directive[ + AbsoluteThickness[0.1]]}, {0.92, + Directive[ + AbsoluteThickness[0.1]]}, {0.94, + Directive[ + AbsoluteThickness[0.1]]}, {0.96, + Directive[ + AbsoluteThickness[0.1]]}, {0.98, + Directive[ + AbsoluteThickness[0.1]]}, {1., + Directive[ + AbsoluteThickness[0.1]]}}}], + GridLinesStyle->Directive[ + GrayLevel[0.5, 0.4]], + ImagePadding->All, + ImageSize->Large, + LabelStyle->Directive[ + GrayLevel[0], Bold, 18], + Method->{ + "DefaultBoundaryStyle" -> Automatic, + "DefaultGraphicsInteraction" -> { + "Version" -> 1.2, "TrackMousePosition" -> {True, False}, + "Effects" -> { + "Highlight" -> {"ratio" -> 2}, "HighlightPoint" -> {"ratio" -> 2}, + "Droplines" -> { + "freeformCursorMode" -> True, + "placement" -> {"x" -> "All", "y" -> "None"}}}}, + "DefaultMeshStyle" -> AbsolutePointSize[6], "ScalingFunctions" -> + None, "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}, "AxesInFront" -> True}, + PlotLabel->None, + PlotRange->{All, All}, + PlotRangeClipping->True, + PlotRangePadding->{{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.05], + Scaled[0.05]}}, + Ticks->{Automatic, Automatic}], Scaled[{0.5, 0.5}], Center, + Scaled[{1, 1}]], InsetBox[ + TemplateBox[{ + "\"\\!\\(\\*SubsuperscriptBox[\\(\[CapitalDelta]\[Phi]\\), \\(221\\), \ +\\((0 M)\\)]\\)\"","None","None", + "\"\\!\\(\\*SubsuperscriptBox[\\(\[CapitalDelta]\[Phi]\\), \\(221\\), \ +\\((5 M)\\)]\\)\"","None","None", + "\"\\!\\(\\*SubsuperscriptBox[\\(\[CapitalDelta]\[Phi]\\), \\(221\\), \ +\\((10 M)\\)]\\)\"","None","None", + "\"\\!\\(\\*SubsuperscriptBox[\\(\[CapitalDelta]\[Phi]\\), \\(221\\), \ +\\((15 M)\\)]\\)\""}, + "LineLegend", + DisplayFunction->(FormBox[ + StyleBox[ + StyleBox[ + PaneBox[ + TagBox[ + GridBox[{{ + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]], { + LineBox[{{0, 10}, {20, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]], {}}}, + AspectRatio -> Full, ImageSize -> {20, 10}, + PlotRangePadding -> None, ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"], + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]], { + LineBox[{{0, 10}, {20, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]], {}}}, + AspectRatio -> Full, ImageSize -> {20, 10}, + PlotRangePadding -> None, ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #4}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"], + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], { + LineBox[{{0, 10}, {20, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], {}}}, + AspectRatio -> Full, ImageSize -> {20, 10}, + PlotRangePadding -> None, ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #7}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"], + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.922526, 0.385626, 0.209179]], { + LineBox[{{0, 10}, {20, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.922526, 0.385626, 0.209179]], {}}}, + AspectRatio -> Full, ImageSize -> {20, 10}, + PlotRangePadding -> None, ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #10}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"]}}, + GridBoxAlignment -> {"Columns" -> {{Left}}, "Rows" -> {{Top}}}, + AutoDelete -> False, + GridBoxItemSize -> { + "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, + GridBoxSpacings -> {"Columns" -> {{1}}, "Rows" -> {{0}}}], + "Grid"], Alignment -> Left, AppearanceElements -> None, + ImageMargins -> {{5, 5}, {5, 5}}, ImageSizeAction -> + "ResizeToFit"], LineIndent -> 0, StripOnInput -> False], { + Directive[ + GrayLevel[0], Bold, 18], FontFamily -> "Arial"}, Background -> + Automatic, StripOnInput -> False], TraditionalForm]& ), + Editable->True, + InterpretationFunction:>(RowBox[{"LineLegend", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.368417, 0.506779, 0.709798], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.24561133333333335`, 0.3378526666666667, + 0.4731986666666667], FrameTicks -> None, PlotRangePadding -> + None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.368417`", ",", "0.506779`", ",", "0.709798`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.368417, 0.506779, 0.709798]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.368417, 0.506779, 0.709798], Editable -> False, + Selectable -> False]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.368417, 0.506779, 0.709798], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.24561133333333335`, 0.3378526666666667, + 0.4731986666666667], FrameTicks -> None, PlotRangePadding -> + None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.368417`", ",", "0.506779`", ",", "0.709798`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.368417, 0.506779, 0.709798]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.368417, 0.506779, 0.709798], Editable -> False, + Selectable -> False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"Small", ",", "Small"}], "}"}], "]"}]}], "]"}], + ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.368417, 0.506779, 0.709798], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.24561133333333335`, 0.3378526666666667, + 0.4731986666666667], FrameTicks -> None, PlotRangePadding -> + None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.368417`", ",", "0.506779`", ",", "0.709798`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.368417, 0.506779, 0.709798]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.368417, 0.506779, 0.709798], Editable -> False, + Selectable -> False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"Small", ",", "Small"}], "}"}], "]"}]}], "]"}], + ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.880722, 0.611041, 0.142051], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.587148, 0.40736066666666665`, 0.09470066666666668], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.880722`", ",", "0.611041`", ",", "0.142051`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.880722, 0.611041, 0.142051]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.880722, 0.611041, 0.142051], Editable -> False, + Selectable -> False]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.880722, 0.611041, 0.142051], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.587148, 0.40736066666666665`, 0.09470066666666668], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.880722`", ",", "0.611041`", ",", "0.142051`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.880722, 0.611041, 0.142051]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.880722, 0.611041, 0.142051], Editable -> False, + Selectable -> False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"Small", ",", "Small"}], "}"}], "]"}]}], "]"}], + ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.880722, 0.611041, 0.142051], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.587148, 0.40736066666666665`, 0.09470066666666668], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.880722`", ",", "0.611041`", ",", "0.142051`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.880722, 0.611041, 0.142051]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.880722, 0.611041, 0.142051], Editable -> False, + Selectable -> False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"Small", ",", "Small"}], "}"}], "]"}]}], "]"}], + ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.560181, 0.691569, 0.194885], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.37345400000000006`, 0.461046, 0.12992333333333334`], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.560181`", ",", "0.691569`", ",", "0.194885`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.560181, 0.691569, 0.194885]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.560181, 0.691569, 0.194885], Editable -> False, + Selectable -> False]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.560181, 0.691569, 0.194885], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.37345400000000006`, 0.461046, 0.12992333333333334`], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.560181`", ",", "0.691569`", ",", "0.194885`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.560181, 0.691569, 0.194885]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.560181, 0.691569, 0.194885], Editable -> False, + Selectable -> False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"Small", ",", "Small"}], "}"}], "]"}]}], "]"}], + ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.560181, 0.691569, 0.194885], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.37345400000000006`, 0.461046, 0.12992333333333334`], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.560181`", ",", "0.691569`", ",", "0.194885`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.560181, 0.691569, 0.194885]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.560181, 0.691569, 0.194885], Editable -> False, + Selectable -> False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"Small", ",", "Small"}], "}"}], "]"}]}], "]"}], + ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.922526, 0.385626, 0.209179], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.6150173333333333, 0.25708400000000003`, + 0.13945266666666667`], FrameTicks -> None, + PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.922526`", ",", "0.385626`", ",", "0.209179`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.922526, 0.385626, 0.209179]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.922526, 0.385626, 0.209179], Editable -> False, + Selectable -> False]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.922526, 0.385626, 0.209179], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.6150173333333333, 0.25708400000000003`, + 0.13945266666666667`], FrameTicks -> None, + PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.922526`", ",", "0.385626`", ",", "0.209179`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.922526, 0.385626, 0.209179]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.922526, 0.385626, 0.209179], Editable -> False, + Selectable -> False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"Small", ",", "Small"}], "}"}], "]"}]}], "]"}], + ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"Opacity", "[", "1.`", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.922526, 0.385626, 0.209179], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.6150173333333333, 0.25708400000000003`, + 0.13945266666666667`], FrameTicks -> None, + PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.922526`", ",", "0.385626`", ",", "0.209179`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.922526, 0.385626, 0.209179]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.922526, 0.385626, 0.209179], Editable -> False, + Selectable -> False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"Small", ",", "Small"}], "}"}], "]"}]}], "]"}]}], + "}"}], ",", + RowBox[{"{", + + RowBox[{#, ",", #2, ",", #3, ",", #4, ",", #5, ",", #6, ",", #7, + ",", #8, ",", #9, ",", #10}], "}"}], ",", + RowBox[{"LegendMarkers", "\[Rule]", "None"}], ",", + RowBox[{"LabelStyle", "\[Rule]", + RowBox[{"Directive", "[", + RowBox[{ + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + GrayLevel[0], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> GrayLevel[0.], FrameTicks -> None, + PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"GrayLevel", "[", "0", "]"}], NumberMarks -> + False]], Appearance -> None, BaseStyle -> {}, + BaselinePosition -> Baseline, DefaultBaseStyle -> {}, + ButtonFunction :> With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + GrayLevel[0]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["GrayLevelColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + GrayLevel[0], Editable -> False, Selectable -> False], ",", + "Bold", ",", "18"}], "]"}]}], ",", + RowBox[{"LegendLayout", "\[Rule]", + RowBox[{"{", + RowBox[{"\"Column\"", ",", "4"}], "}"}]}]}], "]"}]& )], + Scaled[{0.53, 1.001}], ImageScaled[{0.5, 0}], + BaseStyle->{FontSize -> Larger}, + FormatType->StandardForm]}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->False, + AxesLabel->{None, None}, + AxesOrigin->{Automatic, Automatic}, + DisplayFunction->Identity, + Frame->False, + FrameLabel->{{ + FormBox[ + "\"\\!\\(\\*SubsuperscriptBox[\\(\[CapitalDelta]\[Phi]\\), \\(221\\), \ +\\((t)\\)]\\)\"", TraditionalForm], None}, { + FormBox["\"q\"", TraditionalForm], None}}, + FrameStyle->Directive[ + GrayLevel[0], Bold, 20], + FrameTicks->{{Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}, {Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}}, + ImagePadding->All, + ImageSize->Large, + LabelStyle->Directive[ + GrayLevel[0], Bold, 18], + Method->{ + "DefaultBoundaryStyle" -> Automatic, + "DefaultGraphicsInteraction" -> { + "Version" -> 1.2, "TrackMousePosition" -> {True, False}, + "Effects" -> { + "Highlight" -> {"ratio" -> 2}, "HighlightPoint" -> {"ratio" -> 2}, + "Droplines" -> { + "freeformCursorMode" -> True, + "placement" -> {"x" -> "All", "y" -> "None"}}}}, + "DefaultMeshStyle" -> AbsolutePointSize[6], "ScalingFunctions" -> None, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}, "AxesInFront" -> True}, + PlotLabel->None, + PlotRange->Automatic, + PlotRangeClipping->False, + PlotRangePadding->{{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.05], + Scaled[0.05]}}, + Ticks->{Automatic, Automatic}], + InterpretTemplate[Legended[ + Graphics[{ + GraphicsComplex[CompressedData[" +1:eJxN23c4lf8bB3AkW1kJKeNIkVSUnedQIdkrW0go0TCKjMhIoaykIlspOyMj +DSOphDQc5xz7HHtlFr/z+8Pn/v7V9VxX7nOep6vX9b4/z5uYk5eJCwMdHV3+ +Jjq6///5c0b/EB3dNPajWf/DuSoyJrc/6eSDzlnstT2x90cpGRNzdClhH/yD +xWbfuThWQMZq4hh5bjUsYftHztI9yyZj2ZxM8mmxq5is5rHZn4/JmPite1lJ +D9cwWaO/LHkJZCx3xTtCp4oO3z48/+tqNBkLPzDcf1iTAb8lt76LFEzGOO5G +icx+2ISf+MjOMeNNxqgu8ZYl+zfjN+vr5BidJ2NctWeUSeVM+BTH6BfO9mQs +Ji6Zf6s4C15crLx0yoSMlUb/69waxYqfPikk66tN+74MUsrBHOz4Bpk3j1pV +yNjwQk3qtC8Hni+fi71dloz9ceXNbl/nxEu8mZp6JUbGXtA9jrl5cyteNMY8 +qpmPjNmyNymnenPh6/0WGcpYyFiU2VO6AkVuPKPbczPVRRLmYFvYWDvBjTdJ +DEmgEkmYTWYacXMZD973eblT/QcStu9GnmulNy/+iu2rHL0CEpbDNzjpLsWH +T696aPo9gYSdGGNoNZ3gwzdsl/1Z40/C7oWYZ6lnb8MnjD1IzncmYYXPGsbv +n+bHT/WknXTVJ2GzXFuihYW240dLKcxlR0hYn0Lc7vyv2/EdJ8lum0RJ2J/U +Wb4LiQJ4mWiZWTpWEtYb7+mdbC6I36U5s21yloh5ndzV8Y5VCP90gEG4nUjE +9qgXh0l+FsIn+m9Zv/WRiEXP+MjfCduBx8Z+m+AqiFiDkpmppYIwfi5B6Edq +FhETrudrtl0Sxn/qVvZhvEfEcAysyk4vd+LVqLelVYOImOEt0lra5V34kH+b +K/wvEDHJRuo7wl4R/OAHJczXmoi1P+RYDCWI4OXe5g+p6hIxo+4orNhQFN9d +iHMWVyZiW7Cc0PTnovgbO4aeZEkRMWJTqZc0pxi+yqh5+rQgEUtJaUukXhTD +K/xl5e5mJWL5J+mUpVrE8LdEtTLaVnuxVsHdkYzS4njKmX5J1oleTPOjs9mZ +cHG8XXt8WQGpF8t+V2g1TRTHp2bmas919GICPaMswngcvujz9Kd7jb1Yfwde +sSUVh++Iiavxru7FGjW6l9fXcfi1GwxfbF70YuFxl+s+uc9gyiOFV6tfkTGz +6DsCZz/j8H8047R/l/ZihQ0Oi0Pl05jOlY4q/koy9kh2eA9/OQ4fROJcxVX0 +YhzDB1lLh3H4pZ8F8Q+KerFjvyz4rlpPY13rSm4NtL9fH5JwwCsPh9dObb72 +qbIXO6hE5GL/jcPruRzcolTSi1ESwuit5nB4nZIjnUsve7FYl45M5f3TWP3s +Ch0f7f9ru9T5sh0ZOPzYtEdfehXt/vvKEys7cfjYJuY5Ftr3W1GzDt88gcM/ +Kr2z2lzYi3WPvgh8sYzDvzt/SVCaNq9sH9foY/5pTP2XTeBR2jyrIPM/M09w ++C8rung22vP4dORpd0w7Dn+XYhx3mTYv7P6J5h4qDn94VL36AO1+HLCUN6EL +tOd195bbfdo8g+S3qt1/cfikXbND72jPr2lLUYwB+zR2ti9sjwltftreU/x2 +j3H4wnUHf4w2n4uctLj0BYdPqJkZyaHNb1FVpWhRcPhPlYGZzrT52dQY8sQ8 +Di/M4S7USJsfj6+01VjF4XP+qt9YoM1nG/8kdGENh5cai7KIo11veNZBvbMm +FAmemYvWdG67BZ7t89b9IxQCnp3gSOHJDwDPuu9U7IvyBc96B6w7N18Cz57G +nI9ccAPPRJq6M3afAc++FjMOalqAZ1cMfNfmT4Fnyj9+0ZVj4BllnGzpJg+e +/VQJmq+RBM8S830HgwXAM0nuxx0zbOCZX5f3ksYSCXkWmpm//0gPCXkmrBRa +b91AQp7tvvtlJT8LPPvM/2DrudvgmWdhXUjqRfBMbZLAwW4Knr3XodGhAp5p +0g1oxYmBZ8vblo3usIFn+pu2+z6YJyLPVGbSfrj1EpFnmVte4A1biMgzcoA9 +z0wJEXkms8zy3OUxeGb+8DVfchR41mVlaWt8FTwLu4u7keQAnlXzH/DQ0QPP ++sQ8qKaK4Jkzs0dhNQ48u6r1HnPZAp4pMfsGn1vpRZ5VCflG1g73Is/emJ6q +tPvWizwzSOh4cL6uF3nGLSHH0J3Xizwje0jW1sT3Is9C02a/SgWDZ78VB3YK +nwfPTLeq/M22AM/41jxzPhwDz1q0WObvHADPfgaJC84Ig2f6L7Xpg1nAs4QF +hcsF4WRMWjsw8JvNPMZscZ/1UCgZ81wq79M2WcRUPzc6LgeCd5dSwr+/4AHv +mDyOkVwjyJisym3n8gdzmLIW1VMqjIy1yMR8lHq0gNXYxKxuDQYPvUyj5du2 +g4fjvBm8CZzgoc3juKR3tHnF8nHdOUfmMH/ha8IZtHnzWtfrUrEFzONq3khy +MHgZZFa1YCcEXtZPfsNEuMDLh+dOm7Kwg5ctfaa8U7T5lw/y3EtjnMNGmE92 +99Dms5l5KXZyL2DSBSUnfwWDp66+h2zzdoCnFxwze124wVOnd7/C9TnAU8nP +zjfes4Kn9XxHdmym+dNR2DkuND6LlZH9x5don5dsfd57auUPxp6hrLASDN5m +hzQc0BMGb5kSLAxYecDbHd5WGtMc4G3eAVeCCxt4a6VvIS/GCt4KaV7i5qJ9 +PoPn4R2/SLOY3PcFF2aaf4TekfjAqT/Ynyeej9hCwOOcjsqMNGHwmMdaZKsN +D3i8j5Cdp8EJHotpMmyrZAOPSxr+mV1hBY8V4j23t7OAx4ScrdGlVPBY7Ak9 +5WEfeDzd1TZU8wM85n93aPLZZ/A4culrldR78Dik9om6TiV4zIAPlpkpAI/X +wnOZU9PBY7YBnsPpCeBxyikhvRdR4PHSmIolbyB4bGceyeF3BTxmsapwPegG +Hk8UM5tuswOP6bHwY4Um4DEnX86ArjbkS7qP3dfnVSFfena+zFU6BPlyVuzY +j3O7ycjjcZZXdxSEyMhjfKe5+AwnGXlsNqQl0kxPRh4H7p0Xrh4Hj7ED190p +neDxgbcKhMZa8Di+XHKnYi7ky0feckr/YiBfMoTz3a/0g3zpn7LyjesM5Euu +O79u+p4kIY/H9p/CsdHy6YbHFo8+ZFSJkJDHyyfjpUo4SMhjWW4mzYkV8Lj8 +DjP9Kwp4zPcpL7f2J3gcU64jc68FPE4IXV0Lfw35stC151jNS8iXk6x/t4w8 +hXz5LGsxi5AE+dIu0Jb0Kxry5Z07Ey7TIZAvwzMfXvG6RkQeL9zuO7DgRUQe +u94fO1/qRkQei2oTqWJORORxstmvrCQbIvL40+O/dkvmRORxkV5dqpIREXlM +/iHp2zwE3vpPpFQzmxKRt7evOcY3joCnMRfuvwswIyJPN6dVcD82JiJPDZz7 +Veop4CUXuXtFifb5G14SemIJRiZE5OXSKq8plfZ9Nrws35Q5qUQFD70u5J9L +of38hoel+y6yvKD9/IaHXZlHL2vSPn/DQweWwIp7tHnIwyehJB8qeLfq/d2o +hTZvwzsedf32X7R5G97pnZE45EWbt+Gd2WjGfC1t3oZ3nVMxKWdp1xvevQx5 +cDSRCp69lmExJdPmb3jGu/NDwzRt/oZnFxIsnoTT5m94tq37q0gnbd6GZw+V +QrL8adcbnu08npVkQLve8CxfxnyX2b1B5NlBoqZ6utsg8qy0cfF+gNIg8kz/ +15DaLeZB5Nm0S/Yev64B5NnCeNkW39QB5NnVz9urYp0GkGe8TwWI7yUGkGf9 +BqXKUSP9yDP/sCp2j8J+5NmEEX/d6qV+5JnAiWPpPkr9yLP74iGZOxn6kWc6 +bhaqj1r6kGcyJa0ewYl9yDOOAF7ZXrs+5BkDfdcJBek+5FlHVV0JaRU8+3Zl +WD/3E3hmES2rEPsUPCM+asWmroJnDZgY1yFd8OytTYQ5J83DDc88rNsMnP+B +ZwUNA3tUqsGzoENyTVHXwTMDoZef2hTBsyi94Uz/f5Avp21Dz7q/hXxpVfnv +vN9tyJcL5/VVfp+GfBkgaFJfLgH5UnX/tIHZYi/yrDW8DT/X1os884huD5fL +6EWeffqrttfWvxd5ZnxU8aW+SS/ybMdWycuVspAvX4doS1/ihHwZHmVDZB8j +IM+Ib60cfdsIyDMiLukd+QUBeWY5MffKJo6APOMLLSDw+hCQZ1xfyszIVgTk +2ddtf2syNAjIM9vPPj790gTkWaj2evJJXgLyjKIlxaO61oM8Gxo003k/0oM8 +E6rtubstcBB5NshtIdA724M8e/WJaXdvxCDybPvlNa+wpR7kWa8AqVV7ogd5 +1pk4RMq8M4g8yySX8dqt9iDP/k4ZmHFN9yDPpk0kvcNGe5Bn7T1jvGsxg8iz +lCLeyE9/e5BnmydDZH1nepBnk4eeCQ6N9SDPfFnsfolTe5BnkkGr9VJxg8gz +X4sHUmH/epBnlxVdb0rR7nfDs0nxeqPk8R7kmTCL/+ZO2rwNz/wMiqeuUHqQ +Z1Fz8gJvaPM3POP1E95Gos3f8EwyyeZ4GG3+hmdyey9snqLN3/BMwvTG4X20 ++9/wzC9ehdBKm7/hmbH9a94dtOsNzy7nc8cUO4Jnd63nrmqog2dnKo48LOQB +z/azaNQ+GhpAnu3a2bxW9wo8i/PJiFEOAs+spZYYHmuDZ9f8LHZJsoFnM9WT +yu5t4BlBkN7nTDx4Nn4Qt6PGFDwjGJ825BcCzzQT1+Wa+vuQZ5wf8N2e+eCZ +dmcLoeUqePapV1GjUw088xK2dxBgBc84lqxdiL/BM+53pk/Gn4NniyqdmnIh +4FmgyV1eVjPw7CQ/z/u30uBZfrd6FiMTeJaSV7aHpQE866/b9dr4BniWMPDn +4Vc18IyiU6s3twL7skPejgbZBvDsbs454rEw8MxnqZggogue6RQxDG/fDp41 +vozIFu7vRZ7pqbZkN5WCZ7xNPz20I8CzPabnL7Fbgmf39g/9aJAFz74KVF8Y +2wSeTSyPRub3EpBnpYk+4eXVBOTZR0OdfWcSwTO/Cz15LFfBMyve410+RuCZ +eI84/+aD4JmH07c8Vl7wjG5Gi2tmvgd59niGWsjyuwd55p15qq2yoQd5Zm+R +U+SU24M8izFcZ+iKBc8qjMoCMnzAs4Xa17vijcAzLr/xKP5Q8Mw4Ju2ijhV4 +ttPolqBHFHhm8N2CtzMAPLteT28XYQeeje3F3jy5A57JajyInQ0Czz6UxW2t +ugaePT4oOf3EATz7xd2npxQDnjGyuqyGhYBnd43/MZzwB8/o44WVZPzAM53Z +lt68M//xbLSdgSkWPMtRYtilfxM8++sXOMIeAJ5N97nQzfqBZ4sVSRXnfMGz +/BMn7GQcwTMt07Rlj1jwbLH1QmvJTfDs6I5Ab68A8OzUL+F1s2vgmWxFqOdH +X/CsrsuYi9EXPCMVpxQt1oNnXY7xLP/iwTPG79XROvbg2cXn0XUeUpDP3hXe +NDo4B57Znm2KK60Az2IuK168GQievWz5/cQRA8+6BnyU8xgGkGeCE16Zfq3g +2eQlVge1WPDMTOnAVJcFeEYqpuPxEYN8Fsbh8bSZAp5xxbX9PfIKPDMQmBIa +CQLPkoZOypidAs9SrouukYX7kGf3cdfXHMbBs4pft6VGG8Az9SEWj+8J4Jmi ++0G7p+7g2Q/yZ2b+4+BZesSsisNOMvLM+31+kvgCeOYa7DmrUQGelY890c31 +hnxWOlMc3qQC+6YJX9po7Dp4dtRXd/lLC3iWJZkS+zgFPJMP3/lTzxXy2T4R +geU+VTj/Cz3RwJfOC/tm8VuFR1aj4BljW+K1xUbwrNPx1WTRU/BMV8LRuikY +8lmDh+DXfY6Qz7C3nvcrNeD875jAT6HB3XD+53R4uPgUK5z/3V3/YF46CZ7V +Z4Rz7/oBnokUiD78Wg/5jEFly0eVZ5DPtJbSd3EmQT7LVbIKOhgC+UxT3VQs +8yIBecZ/fYFviJb3NjxTr/m7kvIMPKt88SYvy5mAPBNg8yJcLgfPuOOvNaW6 +EZBnF2xdQ2vtCcgzmQsfnd5Ug2eWKXvdhC8QkGcf05iEZB0JyDPh2dqfBrYE +5BljZImifS14Zqmv9dbegwD5rPOxo5sTAXlmyGN+MNyOgDwbDXriL2hDQJ4x +ssk+Laj7j2fv7IzoaM9jw7OjCm2Dm2n3u+EZ+fNatSjtfjY805GNZSunzUOe +DbXuDbYmIM/cMsQ7jevBs77U1IPGtPkbnpk7nKo3o83f8EzyiFWyJ23+hmf/ +2nrc6Wn3v+FZg+fsyTba/A3PhkbEt8vRrlE+e9WuFstMRZ4tRZxuolRRkGdt +9Y7y560pyLMPkgNv1FdHkGeiNyLDmR6OIM+cVvfczJUeQZ4tHfaNDng7jDwj +Lh89nGIwjDy7yy/YLUocQp6t39777qrvEPJsr3gA1xGWIeTZjczb3DNZg8iz +sz7ybAnHB5FnrcF6HLXkAeSZYYRkrmLkAPLMOYeiZSQ9gDyLi8tttu3sR541 +XnljzxvRD54xF3PYKPTD+RmRTrh6qg95JpJuzHcgrw95dno7Q06vcx/yrK77 +jIrb3j7kmcIrVl+PMfDMjWO85eErMvKMvsX926MwMvKMVex4qLERGXkWZJKa +yY0jI8/Y3HHlF6lwfpZtuKUiKgHOz2afsMxWacP5meGxD+fGl8Gz252yu+Vf +gWfMSw+KjvuAZ93rnh9uycP5WdfAwoT9MngmeZy54VEdeNZvVehTEgWedYW4 +PrU9DZ4ZyR2+GiUBnnEJ9p7wXYR81qe/4ML+EfKZP6VAr/kJeGY0//6ztR94 +lum8VvnSEDzjym477CIDnql94dhiyw6eWVKsG/ZSIZ99CRqwKGuFfFbSla98 +7Dnks9e2BZU2fRTkmVQaB4vOa8hno/wmkg3zFOTZRxWnF5feQT4bNHbYpFwK ++Wz23mUHlTUK8kzjrdPr2CbIZ4bd/JZHKyCfudrZ/1MphHw2ptm/m8pARZ79 +FGdQeNoC+WzrafKARhXkM28nQ0XlYshnku/WTdVf/CefPf9GUdtMBc8si+8/ ++wj5TPZ7+7vj1ZDPhLJWRpVKIJ/1X3vlq/ay5z/nZ+xJ+ALIZ9k4MtmFiYo8 +e8/I7yrb+p99c3emZVM15LO5ovjRqhLIZzVeUS9rXkI+GyvicntTAPmM327s +99vnkM9eb1poYH9DQZ6de6KZQ/UDz25LhGgpi4Fnj/X5d11uAc8sGCPJEhfA +s4gDDYKqdOAZedf4kYAU8KyZSWLwxm7wzJ1k6Pi9DDwr4Qp3fqgLnrHUanA+ ++j2IPCtQouIp3uDZnwqpxqt84Jm51DfGn0Xgmdp3Sv6aOXjm72ljJrzcjzwz +W8rRDc4Ez9jWuY3qzMEz0bH6R/VM4Jk+hbH2dwN4dvCQ88CO6+DZGY7a9AAF +8Czx6DPXqFXIZxQ5ednhevDMP+Hco/23wTOf5XM7t5wGzziK1TlscODZvqNV +1vOjkM/WXik2OtwFz5R05oT2HwbPfFUeEn4NQT6rOq66+DcRPDO8URwqoQ+e +ObzWvTrPCp6J3hj9EvIB8tm25WqOjxHgWfJZb1dubfAsz0Oo2H0LeBban5Pg +8gv2TXvfbaoJmbBvfhTObmq7DJ699I0ddMPAs6C1Q8l6XODZLb1bylbDPcgz +88bxvrHXsG+6Hb02dSQR9s1lV5HAAS/YN3WypZ2P6IJn79Mae5P2gmd26ZW/ +XjGCZ9vN98Y9egyeMc3UOHjxg2ePm1pndxaCZ7x3mT57i4BndIkcB8M5wTPL +quDCvArw7FL37d/0EuDZDveg4QVu8OzOlrEDQqzg2T9Tfh/iawryTOZ2xl9d +SfAsY9PqSTk+8Oz0zaVfBuzgmWOd5cERJvBsodHp1EItBXkWw6F05NIe8Mzu +/fU0o23gmcSU21d3DvBss/SYPx0LeGb4gMHoy2bwbFbhrAl9PQV5tlp6Y5Vh +L3h240TwDGkbeOaAN76yyAGeqVkJ6cSwgGdZ8tRSaybwTKQpjVlzM3i2z7Wg +issI8lnMJY+RkWXwjMfqmOijBPBser3IkUOWgjybmouUpjSBZxrNcRRuc/CM +5xQdKWAUPFsaP32rzA88K9Pv1/VgGUaeGW1qEzXIBM/0osp5vx6BfGbAId2/ +3AGedckfNSz1Bs80upt5n3IPIs/OKp7NulQFnhkSfJRv2UA+a5XMO67COIA8 +Cxv2uOheAZ4xSmQELrqAZzHf/wY82NWPPNvKiT+h+R08MxLXeY7dB89GvAQ4 +dcwhn0Uokutmt/chz06HX17Y3A+exSR7hEsVg2fM8SeXtAPBM7eIn9ufGUE+ +44yN/HaU5t2GZzynpYwHZ8EzL/przCnPIJ+Na+h399jD+81m6ZfNGjvh/Wbx +kaGxRDJ4Fhs2Vx2VCfks4Yv81/kL8H6zCpcqIHkY3m+KaGuqLjPA+01pEamX +pt8hn52YNCkIzIV8ZrmNv1EkEPbN7bvtR16awL55vWP3Js190DfZ8XiTky0L +9E1m6LlivQYhn1WxifknfoB8Fnx4Ja0rF/KZm8ydncJRsG8S7Onb2z1g32Rm +S33Ybgj75pmzsuQdklTkmd4pu+L/71sbnim7/rJyUqUiz8KodXc8XGDfbN1a +2j1uAfvmPXdnrs8nqMgzvheqqTvcYd+8dazoY5g17JsnXnxrtTGFfbP3UGH3 +nC7ks8haJ68/52HfDHneGGhsC/tmwrHcRJz5f/bNply/JGPYN5/E4iPC9CGf +OWbvney/APsm/cieESU72De3nL7LxGIB++a75uAr10xg37TU2fa71Aj2TWsu +W69WA8hn0RZFHVYesG9+ZWx888IO9s1IkS4nfwvYN1UjFnhGTWDfVJBR2ilh +DPsmx7xioYYR7JtWypG3rt4ZR54dGWm3vCM+jjxrShKtPp4zhjxLZjidPL1n +DHlWY5E0di1vFHnGlcn/YK/AKPLMXmjxZsY9KvQ1nvaulv+jIM88A6TCGLwo +yDOmpYdNl8dHkGeHv3CyPnUaQZ7djTjeLTs8jDyTja6nPLo0jDwTz7ZWt1gY +Qp4x3tzT5nZ7CHkmVK0asUVwCHk2saeOKbp4EHnWMrkWJmk2iDxrV026Z/1n +AHm2o85zqCVjAHl2KXcwzF5vAM7Pkvz0r/3rR55ZvxE8xlvVjzy7ruGpfeBy +P/LMyOT59G+5fuQZ44u4rVLLfcgztZtGMtL1fcgzV59hC53oPuSZ2OgZjlM0 +Lzc8q3/rXnJaog955vhGLBu/TEaefXkZ80PiMxl5pnQ4cqdWLhl5Nqudp/f/ +ftiGZ7ekrYlSdmTk2YNTUlYBamTk2ayYFP0fITLy7Mn+gJa8FRLyLGJxLiDk +PQl5lnXcV/1DNAl5Zt8UZ3TbkoQ8Y+NuJvRJkMCz3yuCX+ahr+G2dFZNuhX6 +Gm3qsd0H06CvsTf+wKKYH/Q1FJ3CT6eaQF/j+Rm/6E4Z6GsUpcc2K7JDX+Pi +JjEF3xHoz0kP8e25aDkOfeD0Nf2dy9CPk1CPNjG6Mo480z7uMbCDAfoapVOX +7qlOQ/8t/PDjgJWgceSZ9HGcRC4T9DV0l+N78ueh3xbyepv99zHot0U/EFE4 +Gj6OPEtfiWOZZIG+xk3uBdn+Beiv3dPnTmKehP5aknoZNZsK/TXhLP4Jq6hx +5Bl7ZtoLHjboa9ywptxaX4R+GvHHdmuxKeintc29HKsdhX4a7/3x0zEU6KfJ +pjHvHLk9jjzzzFXYl8MGfY12Y3ab2CXon6X68bsWTkH/jCmrnf/kGPTPJBfa +eASp0D/zmmOrpqdA/+zP7+8PHLeBZ4naM3JZ1WPIMw96/+DGk+AZeyuni9CP +UeTZReOzhsH24JlLdd4m3S4q8iwk/ozgZQPwLIj5ZMLH1+CZNkPzxwEp8KzU +NzX8azZ4xrGnqcxNADw7p7cexpIKnh2SuRewFweenQjo3y6TD54ty2sqHFQF +zxbT0/ksPg0izygRHaR6Z/BsmVDPH8ACnk1adx9hLwDPvEYVmRoswTM25SHu +FEbwzGL3+46SCvAsMas4Y/oyeFYT92C37T7w7I0aQ+X4eB/yLO0ei2h9KXhW +54yjb/MFz+L5Qz/laYBn3vaXZKbYwDNRicHmPz/IyLNnr5y06p6DZ2FSDTlC +N8Cz8GlOyUoT8OyISqQ8pwx4Zi6WwinGCJ5p3b3C6fSWhDxrttfN0L1GQp4Z +rVWyOSiCZ7vLvOMLV6B/tijHtvNfzX9+vyG94fOxW9A/w1nNHWrQhf6Z4baB +QeZt4FnBp8g4tSHIZ8sXLul/LoM+cD37v1eNkdAHprY/fxJoD31gW+bXD0vl +oQ/soUeVjeaEPrBdxI6J34OQzzJ0eoYWKWPIM5+V/i9zS5DPHgQlvb67PoY8 +a4zw5T2w6T993jPO1B+TkM+ercgHxLGBZ/Lv36dZskBft27h2WLfHOQzdWHn +pO9UyGcRwXb5a1vBs+VabZdpNujj5imoUd0XIJ+9Z2T8aD4O+cxruEjv9Ajk +M1UDoWclPOCZoHoy61EO6Nume3o9KVyEfObQGPQoeQLymdiHFvlkCuSzjAoi +SWAY8pnFzT4GNj7wzNFhx90BDujTHvQJlDRegnyGydHJK05CPhsX1/x+hAr5 +7Nw8PXPVMOQznSX1H9eHIJ/VPFC6HE4/gTz7HlEc9P+8tuGZqHTz7Hu6ceSZ +qOrT5qZrkM9YbZsir0yDZ9XR4dLMtpDPVDJjRr91gGeBKlfOPsVTkWeJ83fU +xMrBM8vrD5n5DlOQZzY+5vY/XoBnZQ2395rLjSDPpCnj5lvrwbO1to6zIceH +kWdbvnA4ZfwAz9Q6fiw2nYN8NtOSt9/8H3iWTIfNfEsHz0qEzcaeYYPIs6a4 +nA/fRsGzLt7BPxKJ4JnAZpkW9eMDyDOxntDBI2vgmeLccXeGSvCsz9VE+uM1 +yGfnm/nXE7B+8Cwt8HTU5n7kmWqXbj+lAzxr8zEez00Hz+wcplKrL0E+2/6R +TP9Buw95Jihnw3pgVx/ybMKPbtv3ZfCsyLzZxfwneFYuL1wkVwGecRg/LDiR +AvkshO9lyYfrkM98ZEWOLdmTkWdzT6rlpLTIyLM9+2aKGmlebniW4Vvk7spP +Rp7NtKRGblqHfJaVzmOY2EVCnkns1qRuLyIhz9K4XzgkRpGQZ/ECTkpB50jI +s/A5B+5KLRLybKH6cMD8bhLybG5W/swQCwl5FhwiGcw9Cn3aspsGbv3NkM98 +Tgh91lqGPm3Rv6BR3iHIZy30TmUs9CTkmW9QkGL6DPRp7T0Zb7jMgWeijaHP +5hhJyLOfqwFvvP5An/adZYvk9wno094t6nsfsAKeaSn9LBhjIiHPbMaLvK0X +oU9rk7zLsXoK+rS1yRURs2PQp11Z5DnEsAae/ducZ0hhJiHPLLUcPYyWoE9r +NVos8GIa+rTXcAlZA+PQpw27sPKVfgz6tJtq9it+WAfPAiaMW8/RnveGZ16y +D+M+LUGfdqFW5tHuGejTiuIcLG0noE87vPhgl/8Y9GlTJrtTb9P+vf4HWaQM +Fw== + + "], {{{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, { + EdgeForm[], + Directive[ + RGBColor[0.368417, 0.506779, 0.709798], + Opacity[0.2]], + GraphicsGroup[{ + + Polygon[{{78, 158, 150, 143, 137, 132, 128, 79, 159, 151, 144, + 138, 133, 129, 80, 160, 152, 145, 139, 134, 130, 81, 82, 83, 84, + 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, + 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, + 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, + 161, 153, 146, 140, 135, 131, 162, 154, 147, 141, 136, 163, 155, + 148, 142, 164, 156, 149, 165, 157, 166, 127, 216, 243, 236, 242, + 230, 235, 241, 225, 229, 234, 240, 221, 224, 228, 233, 239, 218, + 220, 223, 227, 232, 238, 215, 214, 213, 212, 211, 210, 209, 208, + 207, 206, 205, 204, 203, 202, 201, 200, 199, 198, 197, 196, 195, + 194, 193, 192, 191, 190, 189, 188, 187, 186, 185, 184, 183, 182, + 181, 180, 179, 178, 177, 176, 175, 174, 173, 172, 171, 170, 169, + 168, 217, 219, 222, 226, 231, 237, + 167}}]}]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, { + EdgeForm[], + Directive[ + RGBColor[0.880722, 0.611041, 0.142051], + Opacity[0.2]], + GraphicsGroup[{ + Polygon[CompressedData[" +1:eJwNxudWDgAAANBPb9KjKE2jJSUkTSWV0VApQmgvLUS7kChCS1Q0RBHK07g/ +7jk3OL0wviAoEAgcoJeDcpebVFJGMVcIIZRDhBFOBJFEEc1hjnCUY8QQSxzx +JHCcRE6QRDInSeEUpzlDKmdJ4xzpZJBJFtnkcJ5c8rhAPhcpoJAiLnGPGq5z +jRKucp9bVFFOKXXcppoK6rnDDRqopZHLfOQfv9hni5/sscY3dvjLCl/ZZJs/ +fGKZL2zwg98sssA8c8zygfe8Y4a3vGGaKV7zikleMsELnvOMccYYZYRhhhhk +gH6e8oQ+HvOIh/TSQzdddPKADtppo5UWmlniM6us851dmvgPkFBYCQ== + + "]]}]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, { + EdgeForm[], + Directive[ + RGBColor[0.560181, 0.691569, 0.194885], + Opacity[0.2]], + GraphicsGroup[{ + Polygon[CompressedData[" +1:eJwVyNdCDQAAgOGTN3GXUUmkpSVFKklRiIbZcDQk0lCojJSGHEmDKCVFiWi8 +WZ+L7+L/d1cEC27vCgQCYYQIF//HTSq5wiUusIe97GM/EUQSxQGiOUgMhzhM +LEeII54EEkniKMmkkEoa6Rwjg+NkksUJTpLNKXLIJY/T5HOGAs5SSBHnOE8x +QW5xlTJKucgdqrhGOZepo5rrVFBPDTdooJZGSphhmz9s8ZPfbLLID9bY4Cvf +WOYX//jCHAssscpfPvGRaaaYZIIPjPOeMd4R4i2jvGGEYYYY5DUD9POKPl7y +guc8o5ceunnKEx7TRSeP6KCdNlp5SAsPuE8z92jiM7PM850V1rnLDhMXSZk= + + + "]]}]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ +{}, {}, {}, {}, {}, {}, {}, {}, {}, { + EdgeForm[], + Directive[ + RGBColor[0.922526, 0.385626, 0.209179], + Opacity[0.2]], + GraphicsGroup[{ + Polygon[CompressedData[" +1:eJwNw4dajQEAANA/PUBIoUFXgzSNlCiR0dC6GUmhq6WpoZCVVQmhjK6t+ZjO ++b4TigyHh7YEQRBj1LjYILhsgzWet9LTbnWb2413hwkmutNd7jbJZFNMdY97 +TTPkPtPNMNMs93vAbA+aY6555ltgoYc87BGPWuQxiy3xuKWe8KRllnvKKzZa +6wXPesarNnnRKs/ZYtg6q71ms/W2esnrVvjOTf+64Xf/uO4Xo/52zU9+dtlf +rrrgR5f85k9XfOu8b5xz1hlf+8qXvvC50z7zqU987COnfOgD7zvphPccd8xR +R7zrsEMOOmC/fd6x1x677bLT20bs8JY3vWG77/3gol/94T/b/A+Vzzsp + + "]]}]}, {}, {}, {}}, {{}, {}, {}, + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]], + + Line[{1, 71, 65, 60, 56, 53, 51, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, + 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, + 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, + 44, 45, 46, 47, 48, 49, 72, 66, 61, 57, 54, 52, 73, 67, 62, 58, + 55, 74, 68, 63, 59, 75, 69, 64, 76, 70, 77, 50}]}, + "Charting`Private`Tag$477816#1"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798], + Dashing[{Small, Small}]], + + Line[{78, 158, 150, 143, 137, 132, 128, 79, 159, 151, 144, 138, + 133, 129, 80, 160, 152, 145, 139, 134, 130, 81, 82, 83, 84, 85, + 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, + 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, + 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 161, + 153, 146, 140, 135, 131, 162, 154, 147, 141, 136, 163, 155, 148, + 142, 164, 156, 149, 165, 157, 166, 127}]}, + "Charting`Private`Tag$477816#2"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798], + Dashing[{Small, Small}]], + + Line[{167, 237, 231, 226, 222, 219, 217, 168, 169, 170, 171, 172, + 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, + 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, + 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, + 212, 213, 214, 215, 238, 232, 227, 223, 220, 218, 239, 233, 228, + 224, 221, 240, 234, 229, 225, 241, 235, 230, 242, 236, 243, + 216}]}, "Charting`Private`Tag$477816#3"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]], + Line[CompressedData[" +1:eJwNyllagQEAheFfkTJrkKLB0FwIUShtoBtLaAFsPpkavBfvxfecU/qcjMah +IAg++KIn2tS545pLprZvZsxZsGTFD7/88U/gH2KDTcJE2CLKNjvEiJMgSYo0 +GbLsssc+B+Q4JM8RxxQocsIpZ5xTokyFKn2eaHDPDVcM6PDIA7e80qVJjTee +aTHkhXcuWAMd8hYU + "]]}, "Charting`Private`Tag$477816#4"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051], + Dashing[{Small, Small}]], + Line[CompressedData[" +1:eJwVz9lWQQEAQNHbp/gUDSoSbsoQGUuD0iCSUgpR+mfbw17rvJ5IvRPebQRB +kCQqfhjzxgvPPLHJFtvsEGOXPfaJk+CAJIekSJMh5Igsx5yQI0+BIqeUKHNG +hSo16jRocs4FLS654pob2tyynupwzwNzvnhnQI8uC74Z8UqfXyZ8MOSPKZ8s +mfHPIyvnUSFJ + "]]}, "Charting`Private`Tag$477816#5"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051], + Dashing[{Small, Small}]], + Line[CompressedData[" +1:eJwNxls2QgEAAMBrKS2oH0toAdlJIakkCuVRpKiQSHklJUliNeZjzplQZGU5 +uhQEQZiYzBgz4IkeXeKsssY6CTZIskmKNBm2yLJNjh12yVNgj30OKFLikCOO +OaFMhVPOqHJOjToXXNKgSYsrrrmhzS0d7vjmgzee6fPAnAlDXnjkh0/eeWXB +lBG/fPHHPf8FLjhy + "]]}, "Charting`Private`Tag$477816#6"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], + Line[CompressedData[" +1:eJwVztk2gmEAheHvT1IRaVBJKNPVdOISXAAXnAZjhpCxiPR08Ky119onb/3k +7Pg0CiE0aRn1WAhVNsixRoZzX5sOXXpccMkV19xwS5877nngkQFPPPPCkFfe +eOeDT74YMeabHyb88seU/3mwpogYC8RZJMESSVKkWabBFiXyZFlljxplCqyz +zzYVihywwyaH7HLECjMCFCfD + "]]}, "Charting`Private`Tag$477816#7"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885], + Dashing[{Small, Small}]], + Line[CompressedData[" +1:eJwNw+kyQmEAANCPN+mfKEJlSVlKIldc2VWKqNCNvP84Z+akBkk8XQghRC4t +hjB15Ks9n3007bIrZsy66po5191w07wFi2657Y67ltyzbMV9Dzz0yKo1j617 +YsNTz2x6buSFLS+9Mvbatjfeeue9iWPffLHjkzMnDu3b9cdP3x3465cfzv32 +zwf/AYCoGhE= + "]]}, "Charting`Private`Tag$477816#8"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885], + Dashing[{Small, Small}]], + Line[CompressedData[" +1:eJwNw1lWAVAAANCXnbQgPy3BAuorDTSgSIaiKNJAmjSholHaWfeec2djC3Pz +MyGEqIuREL58s++Dd94Yd8llV1w1YdI1191w05RpM265bdacO+bdtWDRkmX3 +3Ldi1QMPrVn3yGMbNj2x5alnnnth246Xdr3y25EDH+15649jhz5578R3X3z2 +1w9fnfrpn9f+A552MTo= + "]]}, "Charting`Private`Tag$477816#9"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.922526, 0.385626, 0.209179]], + Line[CompressedData[" +1:eJwNz1s6AmAUBdC/CxGZgwH1YggGkDlGuZVyiUopKkqSUG6R9bC+s/c5T2dz +e2crEwkhpMlGQ1iJhRDlV/5ixju77JEjzz4HHHLEMQWKnFCizClnnHNBhUuu +qFKjzjUNmtzQos0td3To0uOeB/oMeGTIEyOeGfPChFdW/RTjT/7mgylJuzgL ++YdP1vQlAnN93VwmQooEG7y5/QNYYTly + "]]}, + "Charting`Private`Tag$477816#10"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.922526, 0.385626, 0.209179], + Dashing[{Small, Small}]], + Line[CompressedData[" +1:eJwNw1lWAVAAANDXsQAlFElIFNKgiYpGGihJov5aQPb/595zbv5vPvpfCiEM +jEZC+PLdF7vee+uyK8ZcNW7CpGuumzLthhk3zbplzrwFty26Y8myu+5ZsWrN +feseeOiRxzY88dQzz72wactLr7y2bceJQ1/t+eCd337Y98lHp44c+OzMT9/8 +ceyvNy4AGf8S2Q== + "]]}, "Charting`Private`Tag$477816#11"], + Annotation[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.922526, 0.385626, 0.209179], + Dashing[{Small, Small}]], + Line[CompressedData[" +1:eJwNw1k2gmEAANDPsRIL6qVnlCga/JVQlIoyR4YMFWVKlunec+5SqhiPFkII +MZcXQ/jyzRcfvfPWFVdNmHTNlOtumDbjpltmzZm34LaRRUuW3bHirnvuW7Xm +gYfWbXhk05Ztjz2xY9dTzzz3wkuvvLbnt+++OvDevj9OHPrkgzOnjnz21w/H +zv30zxv/ATfNKgI= + "]]}, + "Charting`Private`Tag$477816#12"]}}], {}}, { + DisplayFunction -> Identity, Ticks -> {Automatic, Automatic}, + AxesOrigin -> {Automatic, Automatic}, FrameTicks -> {{Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}, {Automatic, + Charting`ScaledFrameTicks[{Identity, Identity}]}}, + GridLines -> { + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& , + Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& }, + DisplayFunction -> Identity, PlotRangePadding -> {{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.05], + Scaled[0.05]}}, PlotRangeClipping -> True, ImagePadding -> All, + DisplayFunction -> Identity, AspectRatio -> GoldenRatio^(-1), + Axes -> {False, False}, AxesLabel -> {None, None}, + AxesOrigin -> {1.0000001836734693`, 0.4221624971528309}, + DisplayFunction :> Identity, Epilog -> {{ + Point[{{1., 0.5227190713812494}, {1.0000000298023228`, + 0.5237822654813594}, {1.2499999999563636`, 0.5113381818320641}, { + 1.5000000013587296`, 0.5107224461056845}, {1.8319999939041463`, + 0.5229265369491987}, {2.000000008168812, 0.5257560221765489}, { + 2.3162500217487514`, 0.5161359524986358}, {2.4999999994437268`, + 0.5240817569121743}, {2.507499950534874, 0.5137345497935977}, { + 3.0000000003832876`, 0.5079003980237113}, {3.0000000231065544`, + 0.5096530724359567}, {3.5000000002660014`, 0.5103459102326731}, { + 3.9999994979214217`, 0.500299548992879}, {3.999999999948025, + 0.5039052256219667}, {5.000000001639429, 0.4925064420160017}, { + 5.499999996466635, 0.48511121566904136`}, {5.999965558735909, + 0.4838638647423754}, {6.000000135581913, 0.48572474052371395`}, { + 8.267499999941885, 0.4702242876153204}, {9.000000002972772, + 0.46944073140195486`}, {9.999999991187165, 0.4656006734438338}, { + 7, 0.47907647102881756`}}]}, { + Point[{{1., 0.6450382927447569}, {1.0000000298023228`, + 0.6474920994564002}, {1.2499999999563636`, 0.6259086175390616}, { + 1.5000000013587296`, 0.618882217636191}, {1.8319999939041463`, + 0.6210388296367703}, {2.3162500217487514`, 0.5950154734864346}, { + 2.4999999994437268`, 0.6003334830993106}, {2.507499950534874, + 0.5854184117284936}, {3.0000000003832876`, 0.5637715325863049}, { + 3.0000000231065544`, 0.5658701919864328}, {3.5000000002660014`, + 0.5564261796663263}, {3.9999994979214217`, 0.5312547266475574}, { + 3.999999999948025, 0.5357670676930546}, {5.000000001639429, + 0.5058576164381654}, {5.499999996466635, 0.49032561956790244`}, { + 5.999965558735909, 0.48129794318818786`}, {6.000000135581913, + 0.48717453175638936`}, {8.267499999941885, 0.4503249977868231}, { + 9.000000002972772, 0.44589254513112664`}, {9.999999991187165, + 0.43494998082971237`}, {7, 0.4664072935378104}}]}, { + Point[{{1., 0.7830718448750646}, {1.0000000298023228`, + 0.7926727898718235}, {1.2499999999563636`, 0.7565620494667211}, { + 1.5000000013587296`, 0.7451257954316359}, {1.8319999939041463`, + 0.735484577438636}, {2.3162500217487514`, 0.6901795271075732}, { + 2.4999999994437268`, 0.6871713781405081}, {2.507499950534874, + 0.677590853508218}, {3.0000000003832876`, 0.6414497710171732}, { + 3.0000000231065544`, 0.6401921584552057}, {3.5000000002660014`, + 0.6225748185882045}, {3.9999994979214217`, 0.58118473212269}, { + 3.999999999948025, 0.5883047159549568}, {5.000000001639429, + 0.5390692051348933}, {5.499999996466635, 0.5152217421951297}, { + 5.999965558735909, 0.4998516106023674}, {6.000000135581913, + 0.5081587796966576}, {8.267499999941885, 0.4537490991310622}, { + 9.000000002972772, 0.44626049041605165`}, {9.999999991187165, + 0.42898710155777686`}, {7, 0.4770722430956821}}]}, { + Point[{{1., 0.9306179362180993}, {1.0000000298023228`, + 0.8742102162970831}, {1.2499999999563636`, 0.856627721242992}, { + 1.5000000013587296`, 0.8503500494280543}, {1.8319999939041463`, + 0.8238757268008632}, {2.3162500217487514`, 0.7686432948618833}, { + 2.4999999994437268`, 0.7495892003456067}, {2.507499950534874, + 0.7629825725473893}, {3.0000000003832876`, 0.7083662643008167}, { + 3.0000000231065544`, 0.7149625482615408}, {3.5000000002660014`, + 0.6883045538435231}, {3.9999994979214217`, 0.6444926297077047}, { + 3.999999999948025, 0.6523264102935737}, {5.000000001639429, + 0.5865705260151257}, {5.499999996466635, 0.5534200871855843}, { + 5.999965558735909, 0.5618058430909643}, {6.000000135581913, + 0.5499816974119478}, {8.267499999941885, 0.4919223426287642}, { + 9.000000002972772, 0.4660352044731535}, {9.999999991187165, + 0.469891229207158}, {7, 0.5172064013004738}}]}}, + Frame -> {{True, True}, {True, True}}, + FrameLabel -> {{ + "\!\(\*SubsuperscriptBox[\(\[CapitalDelta]\[Phi]\), \(221\), \((t)\)]\ +\)", None}, {"q", None}}, FrameStyle -> Directive[ + GrayLevel[0], Bold, 20], + FrameTicks -> {{Automatic, Automatic}, {Automatic, Automatic}}, + GridLines -> {Full, Full}, GridLinesStyle -> Directive[ + GrayLevel[0.5, 0.4]], ImageSize -> Large, LabelStyle -> Directive[ + GrayLevel[0], Bold, 18], + Method -> { + "DefaultBoundaryStyle" -> Automatic, + "DefaultGraphicsInteraction" -> { + "Version" -> 1.2, "TrackMousePosition" -> {True, False}, + "Effects" -> { + "Highlight" -> {"ratio" -> 2}, "HighlightPoint" -> {"ratio" -> 2}, + "Droplines" -> { + "freeformCursorMode" -> True, + "placement" -> {"x" -> "All", "y" -> "None"}}}}, + "DefaultMeshStyle" -> AbsolutePointSize[6], "ScalingFunctions" -> + None, "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Identity[#]& )[ + Part[#, 2]]}& )}, "AxesInFront" -> True}, + PlotRange -> {All, All}, PlotRangeClipping -> True, + PlotRangePadding -> {{Automatic, Automatic}, {Automatic, Automatic}}, + Ticks -> {Automatic, Automatic}}], + Placed[ + Unevaluated[ + LineLegend[{ + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798], + Dashing[{Small, Small}]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798], + Dashing[{Small, Small}]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051], + Dashing[{Small, Small}]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.880722, 0.611041, 0.142051], + Dashing[{Small, Small}]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885], + Dashing[{Small, Small}]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885], + Dashing[{Small, Small}]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.922526, 0.385626, 0.209179]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.922526, 0.385626, 0.209179], + Dashing[{Small, Small}]], + Directive[ + Opacity[1.], + AbsoluteThickness[1.6], + RGBColor[0.922526, 0.385626, 0.209179], + Dashing[{Small, Small}]]}, { + "\!\(\*SubsuperscriptBox[\(\[CapitalDelta]\[Phi]\), \(221\), \((0 \ +M)\)]\)", None, None, + "\!\(\*SubsuperscriptBox[\(\[CapitalDelta]\[Phi]\), \(221\), \((5 M)\ +\)]\)", None, None, + "\!\(\*SubsuperscriptBox[\(\[CapitalDelta]\[Phi]\), \(221\), \((10 \ +M)\)]\)", None, None, + "\!\(\*SubsuperscriptBox[\(\[CapitalDelta]\[Phi]\), \(221\), \((15 \ +M)\)]\)"}, LegendMarkers -> None, LabelStyle -> Directive[ + GrayLevel[0], Bold, 18], LegendLayout -> {"Column", 4}]], {0.53, + 1.001}, Identity]]& ], + AutoDelete->True, + Editable->True, + SelectWithContents->False, + Selectable->True]], "Output", + CellChangeTimes->{{3.794725857724778*^9, 3.794725874608221*^9}, + 3.79472593572407*^9, {3.794726077733347*^9, 3.7947260945157003`*^9}, + 3.7947265020327463`*^9, 3.794726554830474*^9, {3.794726966039913*^9, + 3.7947269887323313`*^9}, {3.794727556328506*^9, 3.794727565188208*^9}, { + 3.7947383196240177`*^9, 3.794738327035321*^9}, {3.794738364103318*^9, + 3.7947384053118553`*^9}, {3.7947386106869097`*^9, 3.794738661141439*^9}, + 3.79473869156559*^9, 3.794738808655761*^9, {3.794738844131785*^9, + 3.7947389937088423`*^9}, 3.7947401914840927`*^9, 3.794740262251936*^9, { + 3.794740308228406*^9, 3.7947403341679077`*^9}, 3.794740376317638*^9, { + 3.7960957346182203`*^9, 3.796095738566435*^9}, 3.7963587726377993`*^9, + 3.7971419480731993`*^9, 3.7971420838628273`*^9, {3.797155530508255*^9, + 3.7971555598738728`*^9}, {3.797155607135744*^9, 3.79715567467593*^9}, + 3.799980533949267*^9, 3.799986839733549*^9}, + CellLabel-> + "Out[1014]=",ExpressionUUID->"43da2203-4826-4172-bfd8-68ad2ad98683"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"Export", "[", + RowBox[{ + RowBox[{"ExportDir", "<>", "\"\<2tonePhase_starttime.pdf\>\""}], ",", + "pl"}], "]"}]], "Input", + CellChangeTimes->{{3.794725716340115*^9, 3.794725735561653*^9}, + 3.794725962129634*^9, {3.799980539965308*^9, 3.799980542670253*^9}}, + CellLabel-> + "In[418]:=",ExpressionUUID->"041d9b84-6ccc-4718-bb34-d6997746afac"], + +Cell[BoxData["\<\"/Users/xisco/git/rdstackingproject/plots/2tonePhase_\ +starttime.pdf\"\>"], "Output", + CellChangeTimes->{3.794725736573032*^9, 3.794725788738686*^9, + 3.794725963526585*^9, 3.794739004555524*^9, 3.7960957408634233`*^9, + 3.7971556798224916`*^9, 3.79998054364159*^9}, + CellLabel-> + "Out[418]=",ExpressionUUID->"87e0d370-32e1-408a-b724-624c84733bf7"] +}, Open ]] +}, Closed]] +}, Open ]], + +Cell[CellGroupData[{ + +Cell["Resolvability", "Section", + CellChangeTimes->{{3.799979947797538*^9, + 3.799979950520608*^9}},ExpressionUUID->"80ca7b39-5a03-4176-afda-\ +6bed1f5c9a7d"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"\[Sigma]f", "[", + RowBox[{"f1_", ",", "Q1_", ",", "f2_", ",", "Q2_", ",", "R_"}], "]"}], ":=", + RowBox[{ + RowBox[{"1", "/", + RowBox[{"(", + RowBox[{"2", + RowBox[{"Sqrt", "[", "2", "]"}]}], ")"}]}], + RowBox[{ + RowBox[{"(", + RowBox[{ + RowBox[{"f1", "^", "3"}], + RowBox[{ + RowBox[{"(", + RowBox[{"3", "+", + RowBox[{"16", + RowBox[{"Q1", "^", "4"}]}]}], ")"}], "/", + RowBox[{"(", + RowBox[{"Q1", "^", "7"}], ")"}]}], + RowBox[{"(", " ", + RowBox[{ + RowBox[{ + RowBox[{"Q1", "^", "3"}], "/", + RowBox[{"(", + RowBox[{"f1", + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"4", + RowBox[{"Q1", "^", "2"}]}]}], ")"}]}], ")"}]}], "+", + RowBox[{ + RowBox[{"R", "^", "2"}], " ", + RowBox[{ + RowBox[{"Q2", "^", "3"}], "/", + RowBox[{"(", + RowBox[{"f2", + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"4", + RowBox[{"Q2", "^", "2"}]}]}], ")"}]}], ")"}]}]}]}], ")"}]}], + ")"}], "^", + RowBox[{"(", + RowBox[{"1", "/", "2"}], ")"}]}]}]}]], "Input", + CellChangeTimes->{{3.7985405256329947`*^9, 3.7985406686842623`*^9}, { + 3.798540707189432*^9, 3.798540760673064*^9}, {3.798540791851248*^9, + 3.7985408453218403`*^9}}, + CellLabel-> + "In[1025]:=",ExpressionUUID->"fbeac557-fafe-455b-9ead-08d635cc2d06"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{"f220", "=", + RowBox[{"Join", "[", + RowBox[{ + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"\[Omega]lmn", "[", + RowBox[{"2", ",", "2", ",", "0", ",", + RowBox[{"qq", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"qq", "+", "1"}], ")"}], "^", "2"}]}], ",", "0", ",", "0", + ",", + RowBox[{"\"\<ModesData\>\"", "->", + RowBox[{"Modedata", "[", + RowBox[{"[", + RowBox[{"1", ",", "1"}], "]"}], "]"}]}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "notdir"}]}], "]"}], ",", + RowBox[{"{", + RowBox[{"qq", ",", "1", ",", "2", ",", "0.01"}], "}"}]}], "]"}], ",", + + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"\[Omega]lmn", "[", + RowBox[{"2", ",", "2", ",", "0", ",", + RowBox[{"qq", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"qq", "+", "1"}], ")"}], "^", "2"}]}], ",", "0", ",", "0", + ",", + RowBox[{"\"\<ModesData\>\"", "->", + RowBox[{"Modedata", "[", + RowBox[{"[", + RowBox[{"1", ",", "1"}], "]"}], "]"}]}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "notdir"}]}], "]"}], ",", + RowBox[{"{", + RowBox[{"qq", ",", "2.1", ",", "11"}], "}"}]}], "]"}]}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"f330", "=", + RowBox[{"Join", "[", + RowBox[{ + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"\[Omega]lmn", "[", + RowBox[{"3", ",", "3", ",", "0", ",", + RowBox[{"qq", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"qq", "+", "1"}], ")"}], "^", "2"}]}], ",", "0", ",", "0", + ",", + RowBox[{"\"\<ModesData\>\"", "->", + RowBox[{"Modedata", "[", + RowBox[{"[", + RowBox[{"3", ",", "1"}], "]"}], "]"}]}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "notdir"}]}], "]"}], ",", + RowBox[{"{", + RowBox[{"qq", ",", "1", ",", "2", ",", "0.01"}], "}"}]}], "]"}], ",", + + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"\[Omega]lmn", "[", + RowBox[{"3", ",", "3", ",", "0", ",", + RowBox[{"qq", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"qq", "+", "1"}], ")"}], "^", "2"}]}], ",", "0", ",", "0", + ",", + RowBox[{"\"\<ModesData\>\"", "->", + RowBox[{"Modedata", "[", + RowBox[{"[", + RowBox[{"3", ",", "1"}], "]"}], "]"}]}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "notdir"}]}], "]"}], ",", + RowBox[{"{", + RowBox[{"qq", ",", "2.1", ",", "11"}], "}"}]}], "]"}]}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"f221", "=", + RowBox[{"Join", "[", + RowBox[{ + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"\[Omega]lmn", "[", + RowBox[{"2", ",", "2", ",", "1", ",", + RowBox[{"qq", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"qq", "+", "1"}], ")"}], "^", "2"}]}], ",", "0", ",", "0", + ",", + RowBox[{"\"\<ModesData\>\"", "->", + RowBox[{"Modedata", "[", + RowBox[{"[", + RowBox[{"1", ",", "2"}], "]"}], "]"}]}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "notdir"}]}], "]"}], ",", + RowBox[{"{", + RowBox[{"qq", ",", "1", ",", "2", ",", "0.01"}], "}"}]}], "]"}], ",", + + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"\[Omega]lmn", "[", + RowBox[{"2", ",", "2", ",", "1", ",", + RowBox[{"qq", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"qq", "+", "1"}], ")"}], "^", "2"}]}], ",", "0", ",", "0", + ",", + RowBox[{"\"\<ModesData\>\"", "->", + RowBox[{"Modedata", "[", + RowBox[{"[", + RowBox[{"1", ",", "2"}], "]"}], "]"}]}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "notdir"}]}], "]"}], ",", + RowBox[{"{", + RowBox[{"qq", ",", "2.1", ",", "11"}], "}"}]}], "]"}]}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"f440", "=", + RowBox[{"Join", "[", + RowBox[{ + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"\[Omega]lmn", "[", + RowBox[{"4", ",", "4", ",", "0", ",", + RowBox[{"qq", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"qq", "+", "1"}], ")"}], "^", "2"}]}], ",", "0", ",", "0", + ",", + RowBox[{"\"\<ModesData\>\"", "->", + RowBox[{"Modedata", "[", + RowBox[{"[", + RowBox[{"4", ",", "1"}], "]"}], "]"}]}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "notdir"}]}], "]"}], ",", + RowBox[{"{", + RowBox[{"qq", ",", "1", ",", "2", ",", "0.01"}], "}"}]}], "]"}], ",", + + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"\[Omega]lmn", "[", + RowBox[{"4", ",", "4", ",", "0", ",", + RowBox[{"qq", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"qq", "+", "1"}], ")"}], "^", "2"}]}], ",", "0", ",", "0", + ",", + RowBox[{"\"\<ModesData\>\"", "->", + RowBox[{"Modedata", "[", + RowBox[{"[", + RowBox[{"4", ",", "1"}], "]"}], "]"}]}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "notdir"}]}], "]"}], ",", + RowBox[{"{", + RowBox[{"qq", ",", "2.1", ",", "11"}], "}"}]}], "]"}]}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"f210", "=", + RowBox[{"Join", "[", + RowBox[{ + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"\[Omega]lmn", "[", + RowBox[{"2", ",", "1", ",", "0", ",", + RowBox[{"qq", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"qq", "+", "1"}], ")"}], "^", "2"}]}], ",", "0", ",", "0", + ",", + RowBox[{"\"\<ModesData\>\"", "->", + RowBox[{"Modedata", "[", + RowBox[{"[", + RowBox[{"2", ",", "1"}], "]"}], "]"}]}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "notdir"}]}], "]"}], ",", + RowBox[{"{", + RowBox[{"qq", ",", "1", ",", "2", ",", "0.01"}], "}"}]}], "]"}], ",", + + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"\[Omega]lmn", "[", + RowBox[{"2", ",", "1", ",", "0", ",", + RowBox[{"qq", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"qq", "+", "1"}], ")"}], "^", "2"}]}], ",", "0", ",", "0", + ",", + RowBox[{"\"\<ModesData\>\"", "->", + RowBox[{"Modedata", "[", + RowBox[{"[", + RowBox[{"2", ",", "1"}], "]"}], "]"}]}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "notdir"}]}], "]"}], ",", + RowBox[{"{", + RowBox[{"qq", ",", "2.1", ",", "11"}], "}"}]}], "]"}]}], "]"}]}], + ";"}]}], "Input", + CellChangeTimes->{{3.798591721035592*^9, 3.798591738332911*^9}, { + 3.798592133728931*^9, 3.798592133951769*^9}, {3.79859235034455*^9, + 3.798592396309044*^9}, {3.798592437510415*^9, 3.7985924381654*^9}, { + 3.798592577661471*^9, 3.798592578354536*^9}, {3.7985926202760553`*^9, + 3.7985926534366007`*^9}, {3.7985935907339277`*^9, 3.7985936199004498`*^9}, { + 3.799986980527821*^9, 3.799987103289311*^9}, {3.799987202725951*^9, + 3.799987204343218*^9}}, + CellLabel-> + "In[1020]:=",ExpressionUUID->"e8e0b02d-0696-4186-9bcd-78a9a6c66605"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"qpints", "=", + RowBox[{"Join", "[", + RowBox[{ + RowBox[{"Table", "[", + RowBox[{"qq", ",", + RowBox[{"{", + RowBox[{"qq", ",", "1", ",", "2", ",", "0.01"}], "}"}]}], "]"}], ",", + + RowBox[{"Table", "[", + RowBox[{"qq", ",", + RowBox[{"{", + RowBox[{"qq", ",", "2.1", ",", "11"}], "}"}]}], "]"}]}], "]"}]}], + ";"}]], "Input", + CellChangeTimes->{{3.79859281932397*^9, 3.7985928231030912`*^9}}, + CellLabel-> + "In[1026]:=",ExpressionUUID->"edc9fa08-7cc7-4814-877f-15dff493bd32"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"Mf", "=", + RowBox[{"1", "-", + RowBox[{"EradUIB2017", "[", + RowBox[{ + RowBox[{"qpints", "/", + RowBox[{ + RowBox[{"(", + RowBox[{"qpints", "+", "1"}], ")"}], "^", "2"}]}], ",", "0", ",", + "0"}], "]"}]}]}], ";"}]], "Input", + CellChangeTimes->{{3.798596338971361*^9, 3.7985963882626*^9}}, + CellLabel-> + "In[1027]:=",ExpressionUUID->"584d7a2d-c68c-4d36-8cdb-4e52aead023e"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{"f220f", "=", + RowBox[{ + RowBox[{"1", "/", + RowBox[{"(", + RowBox[{"2", "\[Pi]"}], ")"}]}], + RowBox[{"fH", "[", + RowBox[{ + RowBox[{ + RowBox[{"f220", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], "*", + RowBox[{"1", "/", "Mf"}]}], ",", "70"}], "]"}]}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"f330f", "=", + RowBox[{ + RowBox[{"1", "/", + RowBox[{"(", + RowBox[{"2", "\[Pi]"}], ")"}]}], + RowBox[{"fH", "[", + RowBox[{ + RowBox[{ + RowBox[{"f330", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], "*", + RowBox[{"1", "/", "Mf"}]}], ",", "70"}], "]"}]}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"f221f", "=", + RowBox[{ + RowBox[{"1", "/", + RowBox[{"(", + RowBox[{"2", "\[Pi]"}], ")"}]}], + RowBox[{"fH", "[", + RowBox[{ + RowBox[{ + RowBox[{"f221", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], "*", + RowBox[{"1", "/", "Mf"}]}], ",", "70"}], "]"}]}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"f440f", "=", + RowBox[{ + RowBox[{"1", "/", + RowBox[{"(", + RowBox[{"2", "\[Pi]"}], ")"}]}], + RowBox[{"fH", "[", + RowBox[{ + RowBox[{ + RowBox[{"f440", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], "*", + RowBox[{"1", "/", "Mf"}]}], ",", "70"}], "]"}]}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"f210f", "=", + RowBox[{ + RowBox[{"1", "/", + RowBox[{"(", + RowBox[{"2", "\[Pi]"}], ")"}]}], + RowBox[{"fH", "[", + RowBox[{ + RowBox[{ + RowBox[{"f210", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], "*", + RowBox[{"1", "/", "Mf"}]}], ",", "70"}], "]"}]}]}], ";"}]}], "Input", + CellChangeTimes->{{3.798541636522287*^9, 3.7985417033092003`*^9}, { + 3.7985915745869513`*^9, 3.798591584241724*^9}, {3.798591762662757*^9, + 3.7985917679844227`*^9}, {3.7985920355923347`*^9, 3.798592042407496*^9}, { + 3.79859265758042*^9, 3.798592667754361*^9}, {3.798593374123611*^9, + 3.7985933992265873`*^9}, {3.798593635681643*^9, 3.7985936722594147`*^9}, { + 3.798594370223607*^9, 3.7985943764205313`*^9}, {3.798594455925305*^9, + 3.798594459382393*^9}, {3.798594570955298*^9, 3.7985945765377703`*^9}, { + 3.798595021824266*^9, 3.798595032062045*^9}, {3.798596299487299*^9, + 3.7985963046374702`*^9}, {3.798596410087097*^9, 3.798596430865203*^9}}, + CellLabel-> + "In[1054]:=",ExpressionUUID->"ae009b82-220d-481d-9be5-1d6d81a60893"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{"q220tab", "=", + RowBox[{ + RowBox[{"tPhys", "[", + RowBox[{ + RowBox[{ + RowBox[{"f220", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "*", "Mf"}], ",", "70"}], + "]"}], "*", "\[Pi]", " ", "f220f"}]}], ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"q330tab", "=", + RowBox[{ + RowBox[{"tPhys", "[", + RowBox[{ + RowBox[{ + RowBox[{"f330", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "*", "Mf"}], ",", "70"}], + "]"}], "*", "\[Pi]", " ", "f330f"}]}], ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"q221tab", "=", + RowBox[{ + RowBox[{"tPhys", "[", + RowBox[{ + RowBox[{ + RowBox[{"f221", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "*", "Mf"}], ",", "70"}], + "]"}], "*", "\[Pi]", " ", "f221f"}]}], ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"q440tab", "=", + RowBox[{ + RowBox[{"tPhys", "[", + RowBox[{ + RowBox[{ + RowBox[{"f440", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "*", "Mf"}], ",", "70"}], + "]"}], "*", "\[Pi]", " ", "f440f"}]}], ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"q210tab", "=", + RowBox[{ + RowBox[{"tPhys", "[", + RowBox[{ + RowBox[{ + RowBox[{"f210", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "*", "Mf"}], ",", "70"}], + "]"}], "*", "\[Pi]", " ", "f210f"}]}], ";"}]}], "Input", + CellChangeTimes->{{3.798541636522287*^9, 3.798541777093162*^9}, { + 3.798591593417856*^9, 3.798591599783605*^9}, {3.798592050398264*^9, + 3.798592080180498*^9}, {3.7985926715250874`*^9, 3.798592684522779*^9}, { + 3.798593403236884*^9, 3.798593426772447*^9}, {3.798593677149466*^9, + 3.7985937241680613`*^9}, {3.798593822127388*^9, 3.798593850228004*^9}, { + 3.79859396246873*^9, 3.798593995197838*^9}, {3.798594377660963*^9, + 3.7985943813691263`*^9}, {3.798594451332527*^9, 3.798594463284046*^9}, { + 3.7985945774044724`*^9, 3.798594581114561*^9}, {3.798595032983901*^9, + 3.798595036343956*^9}, {3.798596243049119*^9, 3.79859630945944*^9}, { + 3.7985964163207912`*^9, 3.798596452803376*^9}}, + CellLabel-> + "In[1059]:=",ExpressionUUID->"96a254a7-d679-4f22-be1b-1622e20f018b"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{"\[Tau]220tab", "=", + RowBox[{"tPhys", "[", + RowBox[{ + RowBox[{ + RowBox[{"f220", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "*", "Mf"}], ",", "70"}], + "]"}]}], ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"\[Tau]330tab", "=", + RowBox[{"tPhys", "[", + RowBox[{ + RowBox[{ + RowBox[{"f330", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "*", "Mf"}], ",", "70"}], + "]"}]}], ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"\[Tau]221tab", "=", + RowBox[{"tPhys", "[", + RowBox[{ + RowBox[{ + RowBox[{"f221", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "*", "Mf"}], ",", "70"}], + "]"}]}], ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"\[Tau]440tab", "=", + RowBox[{"tPhys", "[", + RowBox[{ + RowBox[{ + RowBox[{"f440", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "*", "Mf"}], ",", "70"}], + "]"}]}], ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"\[Tau]210tab", "=", + RowBox[{"tPhys", "[", + RowBox[{ + RowBox[{ + RowBox[{"f210", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "*", "Mf"}], ",", "70"}], + "]"}]}], ";"}]}], "Input", + CellChangeTimes->{{3.798541636522287*^9, 3.798541777093162*^9}, { + 3.798591593417856*^9, 3.798591599783605*^9}, {3.798592050398264*^9, + 3.798592080180498*^9}, {3.7985926715250874`*^9, 3.798592684522779*^9}, { + 3.798593403236884*^9, 3.798593426772447*^9}, {3.798593677149466*^9, + 3.7985937241680613`*^9}, {3.798593822127388*^9, 3.798593850228004*^9}, { + 3.79859396246873*^9, 3.798593995197838*^9}, {3.798594377660963*^9, + 3.7985943813691263`*^9}, {3.798594451332527*^9, 3.798594463284046*^9}, { + 3.7985945774044724`*^9, 3.798594581114561*^9}, {3.798595032983901*^9, + 3.798595036343956*^9}, {3.798596243049119*^9, 3.79859630945944*^9}, { + 3.7985964163207912`*^9, 3.798596452803376*^9}, {3.798765846677607*^9, + 3.798765876522251*^9}}, + CellLabel-> + "In[1064]:=",ExpressionUUID->"edd45e2e-7f01-465b-a917-a78f3e3c4c28"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{"Ar330", "=", + RowBox[{"Join", "[", + RowBox[{ + RowBox[{"Table", "[", + RowBox[{"fit3310n", ",", + RowBox[{"{", + RowBox[{"qq", ",", "1", ",", "2", ",", "0.01"}], "}"}]}], "]"}], ",", + + RowBox[{"Table", "[", + RowBox[{"fit3310n", ",", + RowBox[{"{", + RowBox[{"qq", ",", "2.1", ",", "11"}], "}"}]}], "]"}]}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"Ar221", "=", + RowBox[{"Join", "[", + RowBox[{ + RowBox[{"Table", "[", + RowBox[{"fit22110n", ",", + RowBox[{"{", + RowBox[{"qq", ",", "1", ",", "2", ",", "0.01"}], "}"}]}], "]"}], ",", + + RowBox[{"Table", "[", + RowBox[{"fit22110n", ",", + RowBox[{"{", + RowBox[{"qq", ",", "2.1", ",", "11"}], "}"}]}], "]"}]}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"Ar210", "=", + RowBox[{"Join", "[", + RowBox[{ + RowBox[{"Table", "[", + RowBox[{"fit2115n", ",", + RowBox[{"{", + RowBox[{"qq", ",", "1", ",", "2", ",", "0.01"}], "}"}]}], "]"}], ",", + + RowBox[{"Table", "[", + RowBox[{"fit2115n", ",", + RowBox[{"{", + RowBox[{"qq", ",", "2.1", ",", "11"}], "}"}]}], "]"}]}], "]"}]}], + ";"}]}], "Input", + CellChangeTimes->{{3.798591105133545*^9, 3.7985911112088747`*^9}, { + 3.7985916085774508`*^9, 3.798591610172838*^9}, 3.7985920850366993`*^9, { + 3.798592503383513*^9, 3.7985925242336397`*^9}, {3.7985925713394337`*^9, + 3.798592571824564*^9}, {3.798592703234376*^9, 3.798592706929356*^9}, { + 3.798592757668445*^9, 3.798592763880803*^9}, {3.798592862487423*^9, + 3.798592875327963*^9}, {3.798593317720063*^9, 3.7985933191368237`*^9}, { + 3.798593414108732*^9, 3.7985934177965612`*^9}, {3.7985935169928923`*^9, + 3.7985935182845984`*^9}, {3.7985940430511827`*^9, 3.798594099879106*^9}, { + 3.798595268354209*^9, 3.798595268496748*^9}, {3.7985953366019163`*^9, + 3.798595337115513*^9}, {3.798595505642415*^9, 3.7985955083788548`*^9}, + 3.7987649457702312`*^9, {3.7988040526024733`*^9, 3.798804054963251*^9}}, + CellLabel-> + "In[1069]:=",ExpressionUUID->"59c6ee3a-e822-41a7-913f-5b9eecd0d8c6"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"Ar2215", "=", + RowBox[{"Join", "[", + RowBox[{ + RowBox[{"Table", "[", + RowBox[{"fit2215n", ",", + RowBox[{"{", + RowBox[{"qq", ",", "1", ",", "2", ",", "0.01"}], "}"}]}], "]"}], ",", + + RowBox[{"Table", "[", + RowBox[{"fit2215n", ",", + RowBox[{"{", + RowBox[{"qq", ",", "2.1", ",", "11"}], "}"}]}], "]"}]}], "]"}]}], + ";"}]], "Input", + CellChangeTimes->{{3.798595655508684*^9, 3.798595659612177*^9}}, + CellLabel-> + "In[1072]:=",ExpressionUUID->"c8539ecd-a88e-4bd8-b06b-7b0232d854ac"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"Ar22115", "=", + RowBox[{"Join", "[", + RowBox[{ + RowBox[{"Table", "[", + RowBox[{"fit22115n", ",", + RowBox[{"{", + RowBox[{"qq", ",", "1", ",", "2", ",", "0.01"}], "}"}]}], "]"}], ",", + + RowBox[{"Table", "[", + RowBox[{"fit22115n", ",", + RowBox[{"{", + RowBox[{"qq", ",", "2.1", ",", "11"}], "}"}]}], "]"}]}], "]"}]}], + ";"}]], "Input", + CellChangeTimes->{{3.7985965236880198`*^9, 3.798596527627768*^9}}, + CellLabel-> + "In[1073]:=",ExpressionUUID->"6bf48941-4601-4318-9588-2805657cd25e"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"Ar440", "=", + RowBox[{"Join", "[", + RowBox[{ + RowBox[{"Table", "[", + RowBox[{"0.1", ",", + RowBox[{"{", + RowBox[{"qq", ",", "1", ",", "2", ",", "0.01"}], "}"}]}], "]"}], ",", + + RowBox[{"Table", "[", + RowBox[{"0.1", ",", + RowBox[{"{", + RowBox[{"qq", ",", "2.1", ",", "11"}], "}"}]}], "]"}]}], "]"}]}], + ";"}]], "Input", + CellChangeTimes->{{3.798596710908485*^9, 3.7985967118078814`*^9}, { + 3.798596850364151*^9, 3.798596886290959*^9}, {3.798765209031765*^9, + 3.798765209443832*^9}}, + CellLabel-> + "In[1074]:=",ExpressionUUID->"43dd9ec9-26f5-4bfb-b44b-b200a7b722f4"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"lp", "=", + RowBox[{"ListLogPlot", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{"qpints", ",", + RowBox[{ + RowBox[{"\[Sigma]f", "[", + RowBox[{"f330f", ",", "q330tab", ",", "f220f", ",", "q220tab", ",", + RowBox[{"1", "/", "Ar330"}]}], "]"}], "/", + RowBox[{"(", + RowBox[{"f330f", "-", "f220f"}], ")"}]}]}], "}"}], "]"}], ",", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{"qpints", ",", + RowBox[{ + RowBox[{"\[Sigma]f", "[", + RowBox[{"f221f", ",", "q221tab", ",", "f220f", ",", "q220tab", ",", + RowBox[{"1", "/", "Ar221"}]}], "]"}], "/", + RowBox[{"(", + RowBox[{"f220f", "-", "f221f"}], ")"}]}]}], "}"}], "]"}], ",", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{"qpints", ",", + RowBox[{ + RowBox[{"\[Sigma]f", "[", + RowBox[{"f210f", ",", "q210tab", ",", "f220f", ",", "q220tab", ",", + RowBox[{"1", "/", "Ar210"}]}], "]"}], "/", + RowBox[{"Abs", "[", + RowBox[{"(", + RowBox[{ + RowBox[{"-", "f210f"}], "+", "f220f"}], ")"}], "]"}]}]}], "}"}], + "]"}], ",", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{"qpints", ",", + RowBox[{ + RowBox[{"\[Sigma]f", "[", + RowBox[{"f440f", ",", "q440tab", ",", "f220f", ",", "q220tab", ",", + RowBox[{"1", "/", "0.1"}]}], "]"}], "/", + RowBox[{"Abs", "[", + RowBox[{"(", + RowBox[{ + RowBox[{"-", "f440f"}], "+", "f220f"}], ")"}], "]"}]}]}], "}"}], + "]"}]}], "}"}], ",", + RowBox[{"PlotRange", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"1", ",", "10"}], "}"}], ",", + RowBox[{"{", + RowBox[{"1", ",", "600"}], "}"}]}], "}"}]}], ",", + RowBox[{"PlotStyle", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"Directive", "[", + RowBox[{"Purple", ",", "DotDashed"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{"colors", "[", + RowBox[{"[", "3", "]"}], "]"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "6", "]"}], "]"}], ",", "Dashed"}], "]"}], ",", + RowBox[{"colors", "[", + RowBox[{"[", "1", "]"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{"colors", "[", + RowBox[{"[", "1", "]"}], "]"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "3", "]"}], "]"}], ",", "Dashed"}], "]"}], ",", + RowBox[{"colors", "[", + RowBox[{"[", "4", "]"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "4", "]"}], "]"}], ",", "Dashed"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "4", "]"}], "]"}], ",", "Dashed"}], "]"}]}], "}"}]}], + ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"PlotLegends", "\[Rule]", + RowBox[{"Placed", "[", + RowBox[{ + RowBox[{"LineLegend", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + "\"\<\!\(\*SubscriptBox[\(\[Rho]\), \(330\)]\): \!\(\*SubscriptBox[\ +\(t\), \(0\)]\)=15 M\>\"", ",", + "\"\<\!\(\*SubscriptBox[\(\[Rho]\), \(221\)]\): \ +\!\(\*SubscriptBox[\(t\), \(0\)]\)=10 M\>\"", ",", + "\"\<\!\(\*SubscriptBox[\(\[Rho]\), \(210\)]\): \ +\!\(\*SubscriptBox[\(t\), \(0\)]\)=15 M\>\"", ",", + "\"\<\!\(\*SubscriptBox[\(\[Rho]\), \(440\)]\): \ +\!\(\*SubscriptBox[\(A\), \(R\)]\)~0.1 M\>\""}], "}"}], ",", + RowBox[{"LegendLayout", "\[Rule]", + RowBox[{"{", + RowBox[{"\"\<Column\>\"", ",", "4"}], "}"}]}]}], "]"}], ",", + RowBox[{"{", + RowBox[{"0.53", ",", "1.0001"}], "}"}]}], "]"}]}], ",", + RowBox[{"FrameLabel", "->", + RowBox[{"{", + RowBox[{ + "\"\<q\>\"", ",", + "\"\<\!\(\*SubscriptBox[\(\[Rho]\), \(Res\)]\) for \!\(\*SubscriptBox[\ +\(f\), \(sub\)]\)\>\""}], "}"}]}], ",", + RowBox[{"ImageSize", "\[Rule]", "Large"}], ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"FrameStyle", "->", + RowBox[{"Directive", "[", + RowBox[{"Black", ",", "Bold", ",", "20"}], "]"}]}], ",", + RowBox[{"LabelStyle", "->", + RowBox[{"Directive", "[", + RowBox[{"Black", ",", "Bold", ",", "13"}], "]"}]}], ",", + RowBox[{"GridLines", "\[Rule]", "Automatic"}], ",", + RowBox[{"Axes", "\[Rule]", "False"}], ",", + RowBox[{"Joined", "\[Rule]", "True"}]}], "]"}]}]], "Input", + CellChangeTimes->{{3.798541787771755*^9, 3.7985418607601547`*^9}, { + 3.798541895548794*^9, 3.7985419144396544`*^9}, {3.798591094143605*^9, + 3.798591094419298*^9}, {3.7985911722190733`*^9, 3.798591183998756*^9}, { + 3.7985912438770514`*^9, 3.798591343324004*^9}, {3.798591497426257*^9, + 3.79859155305122*^9}, {3.7985916443587227`*^9, 3.798591666790477*^9}, + 3.7985920874980593`*^9, {3.7985925498054333`*^9, 3.798592575181966*^9}, { + 3.798592769855032*^9, 3.798592829442799*^9}, {3.798592894547345*^9, + 3.798592896914525*^9}, {3.798592959877553*^9, 3.7985929693468323`*^9}, { + 3.798593011148801*^9, 3.79859301338615*^9}, {3.798593113277416*^9, + 3.798593247021102*^9}, {3.7985935334476967`*^9, 3.798593543699625*^9}, { + 3.7985937362057323`*^9, 3.798593775025857*^9}, {3.798593864842897*^9, + 3.798593946761847*^9}, {3.798594108083662*^9, 3.798594113834106*^9}, { + 3.798594152589316*^9, 3.798594164220385*^9}, {3.7985942042439413`*^9, + 3.798594207248608*^9}, {3.798594254432376*^9, 3.798594303940976*^9}, { + 3.798594500948661*^9, 3.7985945014352427`*^9}, {3.798594683743135*^9, + 3.798594709754397*^9}, {3.79859513505191*^9, 3.7985951476572933`*^9}, { + 3.798595306747677*^9, 3.798595351683064*^9}, {3.7985954281633987`*^9, + 3.798595450506043*^9}, {3.7985956272528563`*^9, 3.798595638906241*^9}, { + 3.798595755333088*^9, 3.798595758803836*^9}, {3.798595861394104*^9, + 3.798595952110375*^9}, {3.7985959858870687`*^9, 3.798596029286317*^9}, { + 3.798596484474265*^9, 3.7985965032063217`*^9}, 3.798596533767147*^9, { + 3.798596641802929*^9, 3.798596682050522*^9}, {3.798596729116962*^9, + 3.798596799758675*^9}, {3.798596890558197*^9, 3.798597036434762*^9}, { + 3.7988075578623857`*^9, 3.7988075583884172`*^9}, {3.798807903014657*^9, + 3.7988079036780567`*^9}}, + CellLabel-> + "In[1075]:=",ExpressionUUID->"07292ab0-33af-4f76-9b08-efb742e6b27b"], + +Cell[BoxData[ + TemplateBox[{ + "Power","infy", + "\"Infinite expression \\!\\(\\*FractionBox[\\\"1\\\", \\\"0.`\\\"]\\) \ +encountered.\"",2,1075,71,19648445566244506411,"Local"}, + "MessageTemplate"]], "Message", "MSG", + CellChangeTimes->{{3.798591175823916*^9, 3.798591184389186*^9}, + 3.798591313040938*^9, 3.798591343933257*^9, {3.798591498406588*^9, + 3.798591510274468*^9}, {3.798591543442088*^9, 3.79859155362543*^9}, { + 3.7985916362776937`*^9, 3.798591667398581*^9}, 3.798592088175186*^9, + 3.7985924721012487`*^9, 3.7985925257689962`*^9, 3.798592564921783*^9, + 3.7985927116517067`*^9, {3.7985927938825817`*^9, 3.798592830264656*^9}, + 3.798592897243922*^9, 3.79859301604597*^9, {3.798593116815607*^9, + 3.7985932473292427`*^9}, 3.798593321756792*^9, 3.7985935439525146`*^9, + 3.798593775576662*^9, 3.7985938396037207`*^9, 3.7985938923806553`*^9, { + 3.798593931929719*^9, 3.7985939471977663`*^9}, {3.798593978560543*^9, + 3.798593997960946*^9}, 3.798594046905838*^9, 3.798594114194021*^9, { + 3.7985941594976673`*^9, 3.798594164498744*^9}, 3.798594207802356*^9, { + 3.7985942429750834`*^9, 3.7985943044308167`*^9}, 3.798594385812376*^9, + 3.798594468877516*^9, 3.798594501904396*^9, 3.7985945847627363`*^9, { + 3.7985946845319233`*^9, 3.798594710240239*^9}, {3.798595135876357*^9, + 3.7985951482194366`*^9}, 3.798595270519332*^9, {3.798595330509448*^9, + 3.79859537332061*^9}, {3.798595439098875*^9, 3.798595450818883*^9}, { + 3.798595496718395*^9, 3.798595510247273*^9}, 3.798595576006852*^9, + 3.7985956649800587`*^9, 3.798595759351362*^9, {3.7985958719763737`*^9, + 3.798596029801173*^9}, {3.798596256869904*^9, 3.798596313366685*^9}, + 3.7985964572075853`*^9, 3.7985965342658443`*^9, {3.798596644128406*^9, + 3.7985966823547792`*^9}, {3.798596730372349*^9, 3.798596748006233*^9}, { + 3.798596780715188*^9, 3.798596800129766*^9}, {3.798596908228949*^9, + 3.798597036768724*^9}, 3.79876489250104*^9, 3.7987649528930063`*^9, + 3.7987652108054857`*^9, {3.798765263833762*^9, 3.7987652826449423`*^9}, { + 3.798765440475809*^9, 3.7987654465947113`*^9}, 3.7988075590654573`*^9, + 3.79880790415145*^9, 3.799987450584072*^9}, + CellLabel-> + "During evaluation of \ +In[1075]:=",ExpressionUUID->"b9c4213a-0e7c-4799-943d-f364e7178e05"], + +Cell[BoxData[ + TemplateBox[{ + "Power","infy", + "\"Infinite expression \\!\\(\\*FractionBox[\\\"1\\\", \\\"0.`\\\"]\\) \ +encountered.\"",2,1075,72,19648445566244506411,"Local"}, + "MessageTemplate"]], "Message", "MSG", + CellChangeTimes->{{3.798591175823916*^9, 3.798591184389186*^9}, + 3.798591313040938*^9, 3.798591343933257*^9, {3.798591498406588*^9, + 3.798591510274468*^9}, {3.798591543442088*^9, 3.79859155362543*^9}, { + 3.7985916362776937`*^9, 3.798591667398581*^9}, 3.798592088175186*^9, + 3.7985924721012487`*^9, 3.7985925257689962`*^9, 3.798592564921783*^9, + 3.7985927116517067`*^9, {3.7985927938825817`*^9, 3.798592830264656*^9}, + 3.798592897243922*^9, 3.79859301604597*^9, {3.798593116815607*^9, + 3.7985932473292427`*^9}, 3.798593321756792*^9, 3.7985935439525146`*^9, + 3.798593775576662*^9, 3.7985938396037207`*^9, 3.7985938923806553`*^9, { + 3.798593931929719*^9, 3.7985939471977663`*^9}, {3.798593978560543*^9, + 3.798593997960946*^9}, 3.798594046905838*^9, 3.798594114194021*^9, { + 3.7985941594976673`*^9, 3.798594164498744*^9}, 3.798594207802356*^9, { + 3.7985942429750834`*^9, 3.7985943044308167`*^9}, 3.798594385812376*^9, + 3.798594468877516*^9, 3.798594501904396*^9, 3.7985945847627363`*^9, { + 3.7985946845319233`*^9, 3.798594710240239*^9}, {3.798595135876357*^9, + 3.7985951482194366`*^9}, 3.798595270519332*^9, {3.798595330509448*^9, + 3.79859537332061*^9}, {3.798595439098875*^9, 3.798595450818883*^9}, { + 3.798595496718395*^9, 3.798595510247273*^9}, 3.798595576006852*^9, + 3.7985956649800587`*^9, 3.798595759351362*^9, {3.7985958719763737`*^9, + 3.798596029801173*^9}, {3.798596256869904*^9, 3.798596313366685*^9}, + 3.7985964572075853`*^9, 3.7985965342658443`*^9, {3.798596644128406*^9, + 3.7985966823547792`*^9}, {3.798596730372349*^9, 3.798596748006233*^9}, { + 3.798596780715188*^9, 3.798596800129766*^9}, {3.798596908228949*^9, + 3.798597036768724*^9}, 3.79876489250104*^9, 3.7987649528930063`*^9, + 3.7987652108054857`*^9, {3.798765263833762*^9, 3.7987652826449423`*^9}, { + 3.798765440475809*^9, 3.7987654465947113`*^9}, 3.7988075590654573`*^9, + 3.79880790415145*^9, 3.7999874506474857`*^9}, + CellLabel-> + "During evaluation of \ +In[1075]:=",ExpressionUUID->"ef115732-9ea8-4df9-a591-6bd4cca3c30d"], + +Cell[BoxData[ + TagBox[ + GraphicsBox[{InsetBox[ + GraphicsBox[{{{}, {{{}, {}, + {RGBColor[0.5, 0, 0.5], PointSize[0.007333333333333334], + AbsoluteThickness[1.6], Dashing[{0, Small, Small, Small}], + LineBox[CompressedData[" +1:eJw103lQVXUUB/AHiAgoowIu5eCCiZRbCa7A9yeOC/NcWGxijDCX1NEQ0BEV +DExBAZ8KTImI5C4Ysrglk2QkLhm4UKkok/RKRXnwuPfdt6/x7j2dmTt3zv3j +O+ecz9zRq5Jjv3CVyWRJvY/zHZxw6KZuPIcDZz9RDm30ZbF1ATmqGA57mrN8 +9soGsQy/6gXKdA6Xdxrz8u/5sDMp4V5PT3Mo9H8SnbanP7vf7CwObdfuljX8 +4sX0452BHCq8H9sGLvNkI3vT6gJ4xO6+fMplVD+2UJnem8ij6beSPUVDPFiq +My6Fh0fbSuRP7MuOljiLR1n4wpohie6sUecM5FG+fmXJ4dN9WFeMc0AeZ0OO +lIWY3Zg4np8GEdlTzhoT3ViEMy5cA2X6iprtj1zZWrE0iIq4OHnpIlfm3Dbh +kAZ5qeerElpcmLhunQZ8grK4IdGFieMpNViuiQyMFWRMjPMS8PLhLiY/KGNT +xRLQwJ+b3WeyjInnSxAQXRh3su28A+K6OQLiO45GDnfYIY5XLaBp6c2xqz+z +Q4x7KqCyNXjB3kYbZGJp4RLFjV83xQbJQ4ugxNL21WeskDy0yA63f5gdYIXk +oUXpRmVE83cWSB5a3E54uasj0ALJQ4sa345TXJUZkocWOp+KXV7hZkgeOgwo +Oee55ZEJkocOwZvyzcnrTJA8dJhQHbm/2tUEyUMHHe91LeukEeL5burw8HVg +aM1cIyQPHeLkcbIBbw2QPPQYJy/dqiw0QPLQ487IJRveCTdA8tAj0MPFM0Ol +R4EYqMesOj+LoVQPyaP3u/eyuvilekgeejRY8iqL++gheRgQbzV+n1Wvg+Rh +wJdFj17vTtNB8jCAz73RnvuRjjwMqH1sqEjntORhgILX346s1ZKHAQdmhA+4 +n6olDyMOlW9U9A3VkocRF28MTPnLJJCHERXb1KaLDQJ5GLHpwiVrYa5AHkZs +WX2wpT1GIA8j/Ia8OWYbIZCHET2uYTNtbzTkYUJwuf+cSz9oyMOErtb3N5/I +0UCMSzHh68OLwxZ/rCEPE5oMaTsU4zTkYcKUV0uSXxp58jBhUmbTcnkzTx5m +5M4d3BJ1gicPMzKfrM26vJUnDzPGhLoWDFrEk4cZqzyCDJ8G8uRhxop5x/vu +t3D4R/Qww3PawvXFf3LkYcEGb9/h6dUcQkQPC5Jqk9ZMyOPIw4Ls7hnt5Ws4 +8rAg+seIMbFzOPKwIOjOt4rFARx5WDDoj2xBZuwhDyuGpvnJmq70kIcVs+s3 +tak395CHFfLMyrXTp/aQhxX/jop+wglq8rDCx6SK6biqJg8rdmbcmf9qh5o8 +rAjt7zp6doSaPGxIra9Iu+KmJg8bctyvB7zb1E0eNqxzhOxvLOomDxtq90XF +RSV0k4cNim0X8tzGdZOHDR8cbwxV8F3kYYf5TLwp7Kcu8rDjeuvEedX5XeRh +x8x9QbPC4rvIw44FOe5VXwV1kYcdZbajk1r0KvKw45j/e0LTXRV5OGDxuNX9 +4IiKPBzwXVlcnbRRRR4O3DNPyvSOUJGHA9OHyefPGqwiDwf8KwuOrHjdSR4O +FKR2XvWu7yQPGQvOelWcXNRJ95SxyoOeM+N931Lfjykc8r8t3yhpn4FMObrj +15/dX1Dvx566FKnmVbRRP4z5PZi2/cXnz6kfwYZPiH6ecewZ/d+j2AxWVbIm +4P9+DNtb0jlffq+V+rHM//f8W88UrfgPh8ZoQw== + "]]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[ + 0.007333333333333334], AbsoluteThickness[1.6], + LineBox[CompressedData[" +1:eJw91XtMU1ccB/Cqgw3UqHe4EKYoiAmYCqKocyjfgxExCCo+5sTXIgOrToG4 +uMiMZi4YzMxaHkILlNICLU/nJltxuhl8AxphE12m2UCG06FbS9/v3V7z85fc +3Hz/+eac88m5N2JP3sac8SKR6BD/+N+vxoB7Z36f/vwSx2J2SK9aog1Yr5Yc +Oarn2MbO8KLRTAO0unWfHbnAsc9DzqUOFRqwK16f0voNxxryVwQ/rDegeIMm +eUUbx+7e8Y8BuaHStrnNHLNG+wsNWH5Rcz5ey7FZfFtnuBHpCWXWjnqOrRkq +5BuN+CtDPyFTzbECf12+EcXbjnbMV3GsSuEfI8ZXvl2zWsmxaxZ/oRE9yy4v +PlDNsReZ/gUakSy5lnpdwTFheSFjODnC1RfKOZbkr1sxhtCR0+GBlRzLFWYM +hYv3aZ+d5Zh/tzukY0isio00lXNM2G7nGMJib5qsZRwTljc0hgXnb/0xk89C +XbAJO/c9rs8p5dgiYUx4p+/ZvDslHBOOb4cJ6Rkvjq/ns7DdIhO6D//c+1LG +MWF550yoPXN+6CifhbqHJuhqpt+fyedXHmZksEjJBBl5mOEb7i79RUoeZijj +qrO/l5KHGXtbEttPSMnDjHDZqpRTUvIwY+fFxCCllDzM2BMwaatcSh4W/LYo +a6pGSh4W5G+/pRuWkocFncM7D74pIw8LVA7L5KV8Fo7vqgXHPtZ2F8jIw4Km +3kPPfpCRhxXyopfjHsvIw4o/UwYmJZSQhxUpl94PO8BnmVBoRdXm2LZfS8jD +ikW9MfvDSsnDiolpjt0lpeRhgzgq5/bIaw8bIrRP97Iy8rChOuyTvroy8rCh +Pj+pOrCcPGyI607LLSgnDxtGxW8MDJaThx0rtR/INp8lDztitjpX3TlLHnYM +frile1YFedhR9O2x1toK8rDDNXlx0+xK8rCjoaAv+HgledghWShWBMjJw4GC +maIsiZw8HGiLuFl0l89CXb4D730ZfWO7gjwcWBvdP+6GgjwcCM1KnLKgijwc +6Iv2XqmpIg8n5NMGlsZXk4cTeYNdxXXV5OHEjKE60bQa8nDiRnZI4cka8nAi +fcKlfjOfnwgeTsxP7Xq6V0keLqwrFise8TlB8HCh896DnvW15OHCu3Gf7r5e +Sx4uSMKk4hAVebjQH30x67SKPFw4lTOo8qrIw4322KCRw3Xk4cZoeWDI8zry +cOPp/nv6ZWrycKNHnaw+pyYPN87MSUqcoyEPN7RBLYWHNeThhr54MPtvDXl4 +EJn7b2/W6++VB1dslVxLPXl48F34j3kzGsjDA89CNrC/gTw8KM9PNz1qIA8P +wuPup8Q0kocXaVEnrPJG8vCCNbwIGmkkDy8CM1dHbdKShxcBByT9Si15ePHk +68vxwTry8CJjYHTLJh15+PCfMuHxTzry8EGcN29bQBN5+JC65u4/B5vIw4cv +prQ3XmgiDx8qDrbGhDWThw8nxR9N2tVMHiK2hHswUd1M5ylic2u7Vn/1+n/w +FqsYXpIr09N+prI6R49qeQflEJa8aWWHuZ1yKLssruru0lGewcRp5v5MDd3v +2ex2UlNvq5JyJFOPOI16BeUopm3ZEJHN37//ASo7JTM= + "]]}, + {RGBColor[0.772079, 0.431554, 0.102387], PointSize[ + 0.007333333333333334], AbsoluteThickness[1.6], + Dashing[{Small, Small}], LineBox[CompressedData[" +1:eJw103lMVFcUB+An+pbZZIBxQRSpo1a0cSngFuFcEB1pKSm0tqhYBbXVRiIq +0VZbgxYBQVFAQSYqQUBTJRSEKUi0VjAiVKVSgahgM9ZxAYPMvs+UeTmc5Obm +/PPLOffL/SBlV8I2L4qiUkeO5z5uo/Mfzx+Gif3QnF7sTxKaAo8Oxg/Dk8pk +vXnlJHJQVqNQHxiGMLt32L6GCaQyLVzYWzEMisbZKv/zMvLgvqeGIfNq453N +bX7ENCfpZItxGA6WH/h8fYAfmT6S1hSohX0Z87NT83zJGvWBkUQtjGv7pS1X +6kt2e+LStBD+Nky1tcqHKEs9pQXhpnivktU+pNXoCdSCob8zTqSTknfxngG1 +EN2c+HtVlZTw48l0MCS0tzdtkpIIT1y4DlqZZWdDg6TkW750MKb2w/rCDm8y +MtxIoA6yYgpyIzd6E37dJh0Ez6t5yFrGE348tQ5UQbN2JJaOJ3ycUA8VkVMl +6WQ8CeFLD8dfFWZdfychSXygHi4V5fxddl5C+HWP6iGg/tHxugQJ4cer0cNM +RV/PQrGE8HG9ekj3NcUFtosJxZcBtgS+FmbliEkwH2iAIx1W+d5PxehhgP0h +8UNePmL0MIBi4On1y09E6GGACV3KxpcVIvQwwPR5d/yXpInQwwDyZrtvEIjQ +wwgvIEHQ6y1CDyOEt8m5ErUQPYwwZbvPxQKVED2M0HC6bxmbJyT887UY4fEK +s1idLEQPI4RVhn8tXC5EDxMIilXzJsqE6GGC15oTry4NCdDDBCcKqUJLh4Cc +4gNNcKxrpbL2sgA9TLDkcKuPJEuAHiaYE5v9XrVVgB5muLA4um8gWoAeZkju +XpZknyVADzM4Sgu297MC9DDD0phD1dkDHHqYYeC2Ol37gEMPM3jl5JX7XuPQ +wwKVmlLlf8Ucelgg+s6ZqI0/cehhAZkroHraFg49LHBIOofqjuHQwwI9gtmL +Zizi0MMC1O2Pgyv9OfSwwPvnmmqxF4ceVkj5Q1NWNsiihxUmZpe/rO9mCR+X +ZoWImjqq/BaLHlaozQ/lrl5h0cMK8jWxz4KLWfSwgkCyrdn/CIseNqgcF5L8 +TyqLHjYY8Ds9pFzPoocNrooubmxXsOhhA9ujwXMbwlj0sEH6d3v+jJOz5AXv +YYO7pUZnmQ+LHnY4vIapjqVYEsp72GHn1tqIhPcMetihPnOPouY5gx52iEhk +1o/pZNDDDm82TFs79haDHnZYTTX6rf2NQQ8HUDOjcgxlDHo4oIi+1fzvKQY9 +HJA6ZlJ04xEGPRyg0UxZFZrOoIcDxC8LTpq3MejhgJuPQurLExn0cIDy19jD +7z5h0MMJmQXTbvwQzqCHE7p3ZmheLWTQwwkXxt7drZUz6OGEuJSswaeTGPRw +QstmeuE3IgY9nPDZ8qSim24aPVxQsPevrxr0NHq4oOv5jrOZb2j0cIGqLd/6 +to9GDxf0P5yaMruLRg8XzNVGdhrv0ujhgvYfffWlN2j0cIPszP0ZnXU0erhB +LWt41nOZRg836O+1tKWep9HDDaLcxQu6i2j0cMMX61ZIOo7R6OGGVQvk+09k +0OhBkajJ4tyf99P4nhRZ0LS8WyEf7Tlyvaq5NqB3LO4jJbFZeflXdKO9jChb +122v2zUO+8nkUOTSknPc6P5TiTLjaMX3l2j830Fkbv81LjKSwX4G6bq3gv6o +Z7SfSaTuL4eit7DkfxFvE8w= + "]]}, + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[ + 0.007333333333333334], AbsoluteThickness[1.6], + LineBox[CompressedData[" +1:eJw10wlMVFcYBeBRjGtVrCjGWgREYIxaSq2gOD2T1pUWDUssEdTUBaJhlEWw +gjVQJXWhohgXSLS4FKQOWixVUFvquCAVEWtFXKCF6r0PGWX2fSnzvPdPXl5O +XnJy//vlBazZHLd+oEQi2dT/eN5vR4MBV+Z+UZ1GIE0uVhlDNfBiOa7Or7A3 +VgNn/duc53N+UVeuBi9bI2OrFQRn0mXDH5/WwDfrP1RvIrjX7BkNZj6eNqF6 +M4Ep1FOogaWss1CZQTC5v63OT4v1edHvKTMJFnfl9jdqEeS1xOvcFoIMT126 +Fo/2jCupyiEoK/WMFiU9dxorvya4YfQUapGtkGSeySNQx3oOqMW20z8nlO8g +EI/no8P80IjQ4/kEn3jqZDo0HMy6dXgXQYo4OswwDE0o/o7As21ysQ6qnlHv +795LIK5bp0Oea0X0N/sJxON16VAQHDMxo4RArBuux6GLRUVrjxB8JI4e0ZvD +TiWUEYjXl6xHU9+C5PknCMR1C/Uw1HZeDT9FIB7vvB43a2bcm1hJINY91qN2 +fPkNiZLgrYcBZJ6/4tUF7mHAcl3xieZa7mFA2u2lV5T13MOALUs3Xt7ZwD0M +uDa44dPVN7mHAQuDlb9FNnEPA+yp0pYh97mHEd9Kcl89/Jt7GHE3qUVR8YR7 +GLHo3zchin+4hxELwntNYS8JxOtTGdF3NrlD+4p7GPHiubvjgoZ7mHD13Xfm +rDZzDxNqUlrs453cw4TIxpZxDV4UB8RCE45Jl1WmD6PMw4RLleXFY7wp8zBh +mqzXcW0cZR5mjF04XLV8EmUeZoxo9L2kDqTMwwy51P5sh5QyDzNWxmRFjgyj +zMOMBLqj9ehsyjzMmH67qcJPRpmHBQvI2T9OfkaZhwVlcYMCA6Ip87Bg7KKc +0j2xlHlY8EbQjRyQSJmHBXM/ONS2ZRVlHhY0Wk9Oal1PmYcFzX11Y+elUeZh +xZIAn+z9WZR5WDHqfqb/81wKsS7dimlhW2XzCijzsKKg48/Agt2UeVgRsTF/ +zfViyjysaP8+fqDzCGUeNhTJtqfGHKfMwwbZ7Gcb8s9Q5mFDZlJgx/lz3MOG +HLXjVvtF7mEDkhRSVz1Ft+hhg7omY+Tk69zDjrJB8Vuj7lDMEj3sOJaSnBZ/ +n3vY0dV7Q5vSxj3s6NPbyr/s5B52HJkYdPerl9zDjsYfmw+nqrmHAzTLb/AG +PfdwwL9DEphi4x4OhLa562UDBebhQFS3qubDYQLzcGBpsHZdgLfAPBzY3h5h +7fEVmIcDFSGmqlY/gXk4UeHdGfTLVIF5OPEs9YQ6bYbAPJw4rpQWLpwlMI/+ +72sSk0xRAvNw4tGl2pDGTwXm4USotHiKIlpgHi7Eh2sjP44VmIcL4aNzsh4k +CszDhaZENTmwWmAeLiw7OnrrlFSBebiQPKFk5VOFwDxc+On14hVrswXm4UZ+ +3b47Y7YLzMONdb2diw/uFJiHGzVtpXERewXm4UaeYvSm6oMC83BjV3Bf8OfH +BObhhjFY0F3+QWAeEvnTOQeeTK7k9ymRl3YUubVqnofKVeW/7lsV1cv28Zbv +afLV+jxUs+wj7xkz9cF03WuWJ8jTqswzT958w/IkuXLVtW2/r+tj/7e/fMQL +p6qqm+dAefdfQ7JDgjQsB8lTUme2P4nR4H+oMoJR + "]]}}, { + {RGBColor[0.5, 0, 0.5], PointSize[0.007333333333333334], + AbsoluteThickness[1.6], Dashing[{0, Small, Small, Small}]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[ + 0.007333333333333334], AbsoluteThickness[1.6]}, + {RGBColor[0.772079, 0.431554, 0.102387], PointSize[ + 0.007333333333333334], AbsoluteThickness[1.6], + Dashing[{Small, Small}]}, + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[ + 0.007333333333333334], AbsoluteThickness[1.6]}}, { + {RGBColor[0.5, 0, 0.5], PointSize[0.007333333333333334], + AbsoluteThickness[1.6], Dashing[{0, Small, Small, Small}]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[ + 0.007333333333333334], AbsoluteThickness[1.6]}, + {RGBColor[0.772079, 0.431554, 0.102387], PointSize[ + 0.007333333333333334], AbsoluteThickness[1.6], + Dashing[{Small, Small}]}, + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[ + 0.007333333333333334], AbsoluteThickness[ + 1.6]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}}, { + {RGBColor[0.5, 0, 0.5], PointSize[0.007333333333333334], + AbsoluteThickness[1.6], Dashing[{0, Small, Small, Small}]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[ + 0.007333333333333334], AbsoluteThickness[1.6]}, + {RGBColor[0.772079, 0.431554, 0.102387], PointSize[ + 0.007333333333333334], AbsoluteThickness[1.6], + Dashing[{Small, Small}]}, + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[ + 0.007333333333333334], AbsoluteThickness[ + 1.6]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}}}, {{}, \ +{}}}, {}}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->{False, False}, + AxesLabel->{None, None}, + AxesOrigin->{1., 0.}, + DisplayFunction->Identity, + Frame->{{True, True}, {True, True}}, + FrameLabel->{{ + FormBox[ + "\"\\!\\(\\*SubscriptBox[\\(\[Rho]\\), \\(Res\\)]\\) for \ +\\!\\(\\*SubscriptBox[\\(f\\), \\(sub\\)]\\)\"", TraditionalForm], None}, { + FormBox["\"q\"", TraditionalForm], None}}, + FrameStyle->Directive[ + GrayLevel[0], Bold, 20], + FrameTicks->FrontEndValueCache[{{ + Charting`ScaledTicks[{Log, Exp}], + Charting`ScaledFrameTicks[{Log, Exp}]}, { + Automatic, Automatic}}, {{{{0., + FormBox["1", TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {1.6094379124341003`, + FormBox["5", TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {2.302585092994046, + FormBox["10", TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {3.912023005428146, + FormBox["50", TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {4.605170185988092, + FormBox["100", TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {6.214608098422191, + FormBox["500", TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {-0.6931471805599453, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.5108256237659907, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.35667494393873245`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.2231435513142097, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.10536051565782628`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.6931471805599453, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.0986122886681098`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.3862943611198906`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.791759469228055, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.9459101490553132`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.0794415416798357`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.1972245773362196`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.995732273553991, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.4011973816621555`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.6888794541139363`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {4.0943445622221, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {4.248495242049359, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {4.382026634673881, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {4.499809670330265, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {5.298317366548036, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {5.703782474656201, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {5.991464547107982, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {6.396929655216146, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {6.551080335043404, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {6.684611727667927, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {6.802394763324311, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {6.907755278982137, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7.003065458786462, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7.090076835776092, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7.170119543449628, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7.24422751560335, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7.313220387090301, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7.3777589082278725`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}}, {{0., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {1.6094379124341003`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {2.302585092994046, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {3.912023005428146, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {4.605170185988092, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {6.214608098422191, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {-0.6931471805599453, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.5108256237659907, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.35667494393873245`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.2231435513142097, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {-0.10536051565782628`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.6931471805599453, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.0986122886681098`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.3862943611198906`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.791759469228055, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.9459101490553132`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.0794415416798357`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.1972245773362196`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.995732273553991, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.4011973816621555`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.6888794541139363`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {4.0943445622221, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {4.248495242049359, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {4.382026634673881, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {4.499809670330265, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {5.298317366548036, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {5.703782474656201, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {5.991464547107982, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {6.396929655216146, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {6.551080335043404, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {6.684611727667927, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {6.802394763324311, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {6.907755278982137, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7.003065458786462, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7.090076835776092, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7.170119543449628, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7.24422751560335, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7.313220387090301, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7.3777589082278725`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}}}, {Automatic, Automatic}}], + GridLines->FrontEndValueCache[{Automatic, + Charting`ScaledTickValues[{Log, Exp}]}, {Automatic, {{0., + Directive[ + AbsoluteThickness[0.1]]}, {1.6094379124341003`, + Directive[ + AbsoluteThickness[0.1]]}, {2.302585092994046, + Directive[ + AbsoluteThickness[0.1]]}, {3.912023005428146, + Directive[ + AbsoluteThickness[0.1]]}, {4.605170185988092, + Directive[ + AbsoluteThickness[0.1]]}, {6.214608098422191, + Directive[ + AbsoluteThickness[0.1]]}}}], + GridLinesStyle->Directive[ + GrayLevel[0.5, 0.4]], + ImageSize->Large, + LabelStyle->Directive[ + GrayLevel[0], Bold, 13], + Method->{ + "OptimizePlotMarkers" -> True, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Exp[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Exp[#]& )[ + Part[#, 2]]}& )}}, + PlotLabel->None, + PlotRange->NCache[{{1, 10}, {0, + Log[600]}}, {{1, 10}, {0, 6.396929655216146}}], + PlotRangeClipping->True, + PlotRangePadding->{{0, 0}, {0, 0}}, + Ticks->{Automatic, + Charting`ScaledTicks[{Log, Exp}]}], Scaled[{0.5, 0.5}], Center, + Scaled[{1, 1}]], InsetBox[ + TemplateBox[{ + "\"\\!\\(\\*SubscriptBox[\\(\[Rho]\\), \\(330\\)]\\): \ +\\!\\(\\*SubscriptBox[\\(t\\), \\(0\\)]\\)=15 M\"", + "\"\\!\\(\\*SubscriptBox[\\(\[Rho]\\), \\(221\\)]\\): \ +\\!\\(\\*SubscriptBox[\\(t\\), \\(0\\)]\\)=10 M\"", + "\"\\!\\(\\*SubscriptBox[\\(\[Rho]\\), \\(210\\)]\\): \ +\\!\\(\\*SubscriptBox[\\(t\\), \\(0\\)]\\)=15 M\"", + "\"\\!\\(\\*SubscriptBox[\\(\[Rho]\\), \\(440\\)]\\): \ +\\!\\(\\*SubscriptBox[\\(A\\), \\(R\\)]\\)~0.1 M\""}, + "LineLegend", + DisplayFunction->(FormBox[ + StyleBox[ + StyleBox[ + PaneBox[ + TagBox[ + GridBox[{{ + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.5, 0, 0.5], + Dashing[{0, Small, Small, Small}]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.5, 0, 0.5], + Dashing[{0, Small, Small, Small}]], {}}}, AspectRatio -> + Full, ImageSize -> {40, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"], + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], {}}}, + AspectRatio -> Full, ImageSize -> {40, 10}, + PlotRangePadding -> None, ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #2}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"], + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.772079, 0.431554, 0.102387], + Dashing[{Small, Small}]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.772079, 0.431554, 0.102387], + Dashing[{Small, Small}]], {}}}, AspectRatio -> Full, + ImageSize -> {40, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #3}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"], + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]], {}}}, + AspectRatio -> Full, ImageSize -> {40, 10}, + PlotRangePadding -> None, ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #4}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"]}}, + GridBoxAlignment -> {"Columns" -> {{Left}}, "Rows" -> {{Top}}}, + AutoDelete -> False, + GridBoxItemSize -> { + "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, + GridBoxSpacings -> {"Columns" -> {{1}}, "Rows" -> {{0}}}], + "Grid"], Alignment -> Left, AppearanceElements -> None, + ImageMargins -> {{5, 5}, {5, 5}}, ImageSizeAction -> + "ResizeToFit"], LineIndent -> 0, StripOnInput -> False], { + Directive[ + GrayLevel[0], Bold, 13], FontFamily -> "Arial"}, Background -> + Automatic, StripOnInput -> False], TraditionalForm]& ), + Editable->True, + InterpretationFunction:>(RowBox[{"LineLegend", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.007333333333333334`", "]"}], + ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.5, 0, 0.5], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[0.33333333333333337`, 0., 0.33333333333333337`], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.5`", ",", "0", ",", "0.5`"}], "]"}], + NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.5, 0, 0.5]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.5, 0, 0.5], Editable -> False, Selectable -> + False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"0", ",", "Small", ",", "Small", ",", "Small"}], + "}"}], "]"}]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.007333333333333334`", "]"}], + ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.560181, 0.691569, 0.194885], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.37345400000000006`, 0.461046, 0.12992333333333334`], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.560181`", ",", "0.691569`", ",", "0.194885`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.560181, 0.691569, 0.194885]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.560181, 0.691569, 0.194885], Editable -> False, + Selectable -> False]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.007333333333333334`", "]"}], + ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.772079, 0.431554, 0.102387], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.5147193333333333, 0.28770266666666666`, + 0.06825800000000001], FrameTicks -> None, + PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.772079`", ",", "0.431554`", ",", "0.102387`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.772079, 0.431554, 0.102387]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.772079, 0.431554, 0.102387], Editable -> False, + Selectable -> False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"Small", ",", "Small"}], "}"}], "]"}]}], "]"}], + ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.007333333333333334`", "]"}], + ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.368417, 0.506779, 0.709798], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.24561133333333335`, 0.3378526666666667, + 0.4731986666666667], FrameTicks -> None, PlotRangePadding -> + None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.368417`", ",", "0.506779`", ",", "0.709798`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.368417, 0.506779, 0.709798]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.368417, 0.506779, 0.709798], Editable -> False, + Selectable -> False]}], "]"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{#, ",", #2, ",", #3, ",", #4}], "}"}], ",", + RowBox[{"LegendMarkers", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}], ",", + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}], ",", + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}], ",", + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}]}], "}"}]}], ",", + RowBox[{"Joined", "\[Rule]", + RowBox[{"{", + RowBox[{"True", ",", "True", ",", "True", ",", "True"}], + "}"}]}], ",", + RowBox[{"LabelStyle", "\[Rule]", + RowBox[{"Directive", "[", + RowBox[{ + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + GrayLevel[0], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> GrayLevel[0.], FrameTicks -> None, + PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"GrayLevel", "[", "0", "]"}], NumberMarks -> + False]], Appearance -> None, BaseStyle -> {}, + BaselinePosition -> Baseline, DefaultBaseStyle -> {}, + ButtonFunction :> With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + GrayLevel[0]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["GrayLevelColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + GrayLevel[0], Editable -> False, Selectable -> False], ",", + "Bold", ",", "13"}], "]"}]}], ",", + RowBox[{"LegendLayout", "\[Rule]", + RowBox[{"{", + RowBox[{"\"Column\"", ",", "4"}], "}"}]}]}], "]"}]& )], + Scaled[{0.53, 1.0001}], ImageScaled[{0.5, 0}], + BaseStyle->{FontSize -> Larger}, + FormatType->StandardForm]}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->False, + AxesLabel->{None, None}, + AxesOrigin->{1., 0.}, + DisplayFunction->Identity, + Frame->False, + FrameLabel->{{ + FormBox[ + "\"\\!\\(\\*SubscriptBox[\\(\[Rho]\\), \\(Res\\)]\\) for \ +\\!\\(\\*SubscriptBox[\\(f\\), \\(sub\\)]\\)\"", TraditionalForm], None}, { + FormBox["\"q\"", TraditionalForm], None}}, + FrameStyle->Directive[ + GrayLevel[0], Bold, 20], + FrameTicks->{{ + Charting`ScaledTicks[{Log, Exp}], + Charting`ScaledFrameTicks[{Log, Exp}]}, {Automatic, Automatic}}, + ImagePadding->All, + ImageSize->Large, + LabelStyle->Directive[ + GrayLevel[0], Bold, 13], + Method->{ + "OptimizePlotMarkers" -> True, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Exp[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Exp[#]& )[ + Part[#, 2]]}& )}}, + PlotLabel->None, + PlotRange->Automatic, + PlotRangeClipping->False, + PlotRangePadding->{{0, 0}, {0, 0}}, + Ticks->{Automatic, + Charting`ScaledTicks[{Log, Exp}]}], + InterpretTemplate[Legended[ + Graphics[{{}, {{{}, {}, { + Hue[0.67, 0.6, 0.6], + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.5, 0, 0.5], + Dashing[{0, Small, Small, Small}]], + Line[CompressedData[" +1:eJw103lQVXUUB/AHiAgoowIu5eCCiZRbCa7A9yeOC/NcWGxijDCX1NEQ0BEV +DExBAZ8KTImI5C4Ysrglk2QkLhm4UKkok/RKRXnwuPfdt6/x7j2dmTt3zv3j +O+ecz9zRq5Jjv3CVyWRJvY/zHZxw6KZuPIcDZz9RDm30ZbF1ATmqGA57mrN8 +9soGsQy/6gXKdA6Xdxrz8u/5sDMp4V5PT3Mo9H8SnbanP7vf7CwObdfuljX8 +4sX0452BHCq8H9sGLvNkI3vT6gJ4xO6+fMplVD+2UJnem8ij6beSPUVDPFiq +My6Fh0fbSuRP7MuOljiLR1n4wpohie6sUecM5FG+fmXJ4dN9WFeMc0AeZ0OO +lIWY3Zg4np8GEdlTzhoT3ViEMy5cA2X6iprtj1zZWrE0iIq4OHnpIlfm3Dbh +kAZ5qeerElpcmLhunQZ8grK4IdGFieMpNViuiQyMFWRMjPMS8PLhLiY/KGNT +xRLQwJ+b3WeyjInnSxAQXRh3su28A+K6OQLiO45GDnfYIY5XLaBp6c2xqz+z +Q4x7KqCyNXjB3kYbZGJp4RLFjV83xQbJQ4ugxNL21WeskDy0yA63f5gdYIXk +oUXpRmVE83cWSB5a3E54uasj0ALJQ4sa345TXJUZkocWOp+KXV7hZkgeOgwo +Oee55ZEJkocOwZvyzcnrTJA8dJhQHbm/2tUEyUMHHe91LeukEeL5burw8HVg +aM1cIyQPHeLkcbIBbw2QPPQYJy/dqiw0QPLQ487IJRveCTdA8tAj0MPFM0Ol +R4EYqMesOj+LoVQPyaP3u/eyuvilekgeejRY8iqL++gheRgQbzV+n1Wvg+Rh +wJdFj17vTtNB8jCAz73RnvuRjjwMqH1sqEjntORhgILX346s1ZKHAQdmhA+4 +n6olDyMOlW9U9A3VkocRF28MTPnLJJCHERXb1KaLDQJ5GLHpwiVrYa5AHkZs +WX2wpT1GIA8j/Ia8OWYbIZCHET2uYTNtbzTkYUJwuf+cSz9oyMOErtb3N5/I +0UCMSzHh68OLwxZ/rCEPE5oMaTsU4zTkYcKUV0uSXxp58jBhUmbTcnkzTx5m +5M4d3BJ1gicPMzKfrM26vJUnDzPGhLoWDFrEk4cZqzyCDJ8G8uRhxop5x/vu +t3D4R/Qww3PawvXFf3LkYcEGb9/h6dUcQkQPC5Jqk9ZMyOPIw4Ls7hnt5Ws4 +8rAg+seIMbFzOPKwIOjOt4rFARx5WDDoj2xBZuwhDyuGpvnJmq70kIcVs+s3 +tak395CHFfLMyrXTp/aQhxX/jop+wglq8rDCx6SK6biqJg8rdmbcmf9qh5o8 +rAjt7zp6doSaPGxIra9Iu+KmJg8bctyvB7zb1E0eNqxzhOxvLOomDxtq90XF +RSV0k4cNim0X8tzGdZOHDR8cbwxV8F3kYYf5TLwp7Kcu8rDjeuvEedX5XeRh +x8x9QbPC4rvIw44FOe5VXwV1kYcdZbajk1r0KvKw45j/e0LTXRV5OGDxuNX9 +4IiKPBzwXVlcnbRRRR4O3DNPyvSOUJGHA9OHyefPGqwiDwf8KwuOrHjdSR4O +FKR2XvWu7yQPGQvOelWcXNRJ95SxyoOeM+N931Lfjykc8r8t3yhpn4FMObrj +15/dX1Dvx566FKnmVbRRP4z5PZi2/cXnz6kfwYZPiH6ecewZ/d+j2AxWVbIm +4P9+DNtb0jlffq+V+rHM//f8W88UrfgPh8ZoQw== + "]]}, { + Hue[0.9060679774997897, 0.6, 0.6], + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], + Line[CompressedData[" +1:eJw91XtMU1ccB/Cqgw3UqHe4EKYoiAmYCqKocyjfgxExCCo+5sTXIgOrToG4 +uMiMZi4YzMxaHkILlNICLU/nJltxuhl8AxphE12m2UCG06FbS9/v3V7z85fc +3Hz/+eac88m5N2JP3sac8SKR6BD/+N+vxoB7Z36f/vwSx2J2SK9aog1Yr5Yc +Oarn2MbO8KLRTAO0unWfHbnAsc9DzqUOFRqwK16f0voNxxryVwQ/rDegeIMm +eUUbx+7e8Y8BuaHStrnNHLNG+wsNWH5Rcz5ey7FZfFtnuBHpCWXWjnqOrRkq +5BuN+CtDPyFTzbECf12+EcXbjnbMV3GsSuEfI8ZXvl2zWsmxaxZ/oRE9yy4v +PlDNsReZ/gUakSy5lnpdwTFheSFjODnC1RfKOZbkr1sxhtCR0+GBlRzLFWYM +hYv3aZ+d5Zh/tzukY0isio00lXNM2G7nGMJib5qsZRwTljc0hgXnb/0xk89C +XbAJO/c9rs8p5dgiYUx4p+/ZvDslHBOOb4cJ6Rkvjq/ns7DdIhO6D//c+1LG +MWF550yoPXN+6CifhbqHJuhqpt+fyedXHmZksEjJBBl5mOEb7i79RUoeZijj +qrO/l5KHGXtbEttPSMnDjHDZqpRTUvIwY+fFxCCllDzM2BMwaatcSh4W/LYo +a6pGSh4W5G+/pRuWkocFncM7D74pIw8LVA7L5KV8Fo7vqgXHPtZ2F8jIw4Km +3kPPfpCRhxXyopfjHsvIw4o/UwYmJZSQhxUpl94PO8BnmVBoRdXm2LZfS8jD +ikW9MfvDSsnDiolpjt0lpeRhgzgq5/bIaw8bIrRP97Iy8rChOuyTvroy8rCh +Pj+pOrCcPGyI607LLSgnDxtGxW8MDJaThx0rtR/INp8lDztitjpX3TlLHnYM +frile1YFedhR9O2x1toK8rDDNXlx0+xK8rCjoaAv+HgledghWShWBMjJw4GC +maIsiZw8HGiLuFl0l89CXb4D730ZfWO7gjwcWBvdP+6GgjwcCM1KnLKgijwc +6Iv2XqmpIg8n5NMGlsZXk4cTeYNdxXXV5OHEjKE60bQa8nDiRnZI4cka8nAi +fcKlfjOfnwgeTsxP7Xq6V0keLqwrFise8TlB8HCh896DnvW15OHCu3Gf7r5e +Sx4uSMKk4hAVebjQH30x67SKPFw4lTOo8qrIw4322KCRw3Xk4cZoeWDI8zry +cOPp/nv6ZWrycKNHnaw+pyYPN87MSUqcoyEPN7RBLYWHNeThhr54MPtvDXl4 +EJn7b2/W6++VB1dslVxLPXl48F34j3kzGsjDA89CNrC/gTw8KM9PNz1qIA8P +wuPup8Q0kocXaVEnrPJG8vCCNbwIGmkkDy8CM1dHbdKShxcBByT9Si15ePHk +68vxwTry8CJjYHTLJh15+PCfMuHxTzry8EGcN29bQBN5+JC65u4/B5vIw4cv +prQ3XmgiDx8qDrbGhDWThw8nxR9N2tVMHiK2hHswUd1M5ylic2u7Vn/1+n/w +FqsYXpIr09N+prI6R49qeQflEJa8aWWHuZ1yKLssruru0lGewcRp5v5MDd3v +2ex2UlNvq5JyJFOPOI16BeUopm3ZEJHN37//ASo7JTM= + "]]}, { + Hue[0.1421359549995791, 0.6, 0.6], + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.772079, 0.431554, 0.102387], + Dashing[{Small, Small}]], + Line[CompressedData[" +1:eJw103lMVFcUB+An+pbZZIBxQRSpo1a0cSngFuFcEB1pKSm0tqhYBbXVRiIq +0VZbgxYBQVFAQSYqQUBTJRSEKUi0VjAiVKVSgahgM9ZxAYPMvs+UeTmc5Obm +/PPLOffL/SBlV8I2L4qiUkeO5z5uo/Mfzx+Gif3QnF7sTxKaAo8Oxg/Dk8pk +vXnlJHJQVqNQHxiGMLt32L6GCaQyLVzYWzEMisbZKv/zMvLgvqeGIfNq453N +bX7ENCfpZItxGA6WH/h8fYAfmT6S1hSohX0Z87NT83zJGvWBkUQtjGv7pS1X +6kt2e+LStBD+Nky1tcqHKEs9pQXhpnivktU+pNXoCdSCob8zTqSTknfxngG1 +EN2c+HtVlZTw48l0MCS0tzdtkpIIT1y4DlqZZWdDg6TkW750MKb2w/rCDm8y +MtxIoA6yYgpyIzd6E37dJh0Ez6t5yFrGE348tQ5UQbN2JJaOJ3ycUA8VkVMl +6WQ8CeFLD8dfFWZdfychSXygHi4V5fxddl5C+HWP6iGg/tHxugQJ4cer0cNM +RV/PQrGE8HG9ekj3NcUFtosJxZcBtgS+FmbliEkwH2iAIx1W+d5PxehhgP0h +8UNePmL0MIBi4On1y09E6GGACV3KxpcVIvQwwPR5d/yXpInQwwDyZrtvEIjQ +wwgvIEHQ6y1CDyOEt8m5ErUQPYwwZbvPxQKVED2M0HC6bxmbJyT887UY4fEK +s1idLEQPI4RVhn8tXC5EDxMIilXzJsqE6GGC15oTry4NCdDDBCcKqUJLh4Cc +4gNNcKxrpbL2sgA9TLDkcKuPJEuAHiaYE5v9XrVVgB5muLA4um8gWoAeZkju +XpZknyVADzM4Sgu297MC9DDD0phD1dkDHHqYYeC2Ol37gEMPM3jl5JX7XuPQ +wwKVmlLlf8Ucelgg+s6ZqI0/cehhAZkroHraFg49LHBIOofqjuHQwwI9gtmL +Zizi0MMC1O2Pgyv9OfSwwPvnmmqxF4ceVkj5Q1NWNsiihxUmZpe/rO9mCR+X +ZoWImjqq/BaLHlaozQ/lrl5h0cMK8jWxz4KLWfSwgkCyrdn/CIseNqgcF5L8 +TyqLHjYY8Ds9pFzPoocNrooubmxXsOhhA9ujwXMbwlj0sEH6d3v+jJOz5AXv +YYO7pUZnmQ+LHnY4vIapjqVYEsp72GHn1tqIhPcMetihPnOPouY5gx52iEhk +1o/pZNDDDm82TFs79haDHnZYTTX6rf2NQQ8HUDOjcgxlDHo4oIi+1fzvKQY9 +HJA6ZlJ04xEGPRyg0UxZFZrOoIcDxC8LTpq3MejhgJuPQurLExn0cIDy19jD +7z5h0MMJmQXTbvwQzqCHE7p3ZmheLWTQwwkXxt7drZUz6OGEuJSswaeTGPRw +QstmeuE3IgY9nPDZ8qSim24aPVxQsPevrxr0NHq4oOv5jrOZb2j0cIGqLd/6 +to9GDxf0P5yaMruLRg8XzNVGdhrv0ujhgvYfffWlN2j0cIPszP0ZnXU0erhB +LWt41nOZRg836O+1tKWep9HDDaLcxQu6i2j0cMMX61ZIOo7R6OGGVQvk+09k +0OhBkajJ4tyf99P4nhRZ0LS8WyEf7Tlyvaq5NqB3LO4jJbFZeflXdKO9jChb +122v2zUO+8nkUOTSknPc6P5TiTLjaMX3l2j830Fkbv81LjKSwX4G6bq3gv6o +Z7SfSaTuL4eit7DkfxFvE8w= + "]]}, { + Hue[0.37820393249936934`, 0.6, 0.6], + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]], + Line[CompressedData[" +1:eJw10wlMVFcYBeBRjGtVrCjGWgREYIxaSq2gOD2T1pUWDUssEdTUBaJhlEWw +gjVQJXWhohgXSLS4FKQOWixVUFvquCAVEWtFXKCF6r0PGWX2fSnzvPdPXl5O +XnJy//vlBazZHLd+oEQi2dT/eN5vR4MBV+Z+UZ1GIE0uVhlDNfBiOa7Or7A3 +VgNn/duc53N+UVeuBi9bI2OrFQRn0mXDH5/WwDfrP1RvIrjX7BkNZj6eNqF6 +M4Ep1FOogaWss1CZQTC5v63OT4v1edHvKTMJFnfl9jdqEeS1xOvcFoIMT126 +Fo/2jCupyiEoK/WMFiU9dxorvya4YfQUapGtkGSeySNQx3oOqMW20z8nlO8g +EI/no8P80IjQ4/kEn3jqZDo0HMy6dXgXQYo4OswwDE0o/o7As21ysQ6qnlHv +795LIK5bp0Oea0X0N/sJxON16VAQHDMxo4RArBuux6GLRUVrjxB8JI4e0ZvD +TiWUEYjXl6xHU9+C5PknCMR1C/Uw1HZeDT9FIB7vvB43a2bcm1hJINY91qN2 +fPkNiZLgrYcBZJ6/4tUF7mHAcl3xieZa7mFA2u2lV5T13MOALUs3Xt7ZwD0M +uDa44dPVN7mHAQuDlb9FNnEPA+yp0pYh97mHEd9Kcl89/Jt7GHE3qUVR8YR7 +GLHo3zchin+4hxELwntNYS8JxOtTGdF3NrlD+4p7GPHiubvjgoZ7mHD13Xfm +rDZzDxNqUlrs453cw4TIxpZxDV4UB8RCE45Jl1WmD6PMw4RLleXFY7wp8zBh +mqzXcW0cZR5mjF04XLV8EmUeZoxo9L2kDqTMwwy51P5sh5QyDzNWxmRFjgyj +zMOMBLqj9ehsyjzMmH67qcJPRpmHBQvI2T9OfkaZhwVlcYMCA6Ip87Bg7KKc +0j2xlHlY8EbQjRyQSJmHBXM/ONS2ZRVlHhY0Wk9Oal1PmYcFzX11Y+elUeZh +xZIAn+z9WZR5WDHqfqb/81wKsS7dimlhW2XzCijzsKKg48/Agt2UeVgRsTF/ +zfViyjysaP8+fqDzCGUeNhTJtqfGHKfMwwbZ7Gcb8s9Q5mFDZlJgx/lz3MOG +HLXjVvtF7mEDkhRSVz1Ft+hhg7omY+Tk69zDjrJB8Vuj7lDMEj3sOJaSnBZ/ +n3vY0dV7Q5vSxj3s6NPbyr/s5B52HJkYdPerl9zDjsYfmw+nqrmHAzTLb/AG +PfdwwL9DEphi4x4OhLa562UDBebhQFS3qubDYQLzcGBpsHZdgLfAPBzY3h5h +7fEVmIcDFSGmqlY/gXk4UeHdGfTLVIF5OPEs9YQ6bYbAPJw4rpQWLpwlMI/+ +72sSk0xRAvNw4tGl2pDGTwXm4USotHiKIlpgHi7Eh2sjP44VmIcL4aNzsh4k +CszDhaZENTmwWmAeLiw7OnrrlFSBebiQPKFk5VOFwDxc+On14hVrswXm4UZ+ +3b47Y7YLzMONdb2diw/uFJiHGzVtpXERewXm4UaeYvSm6oMC83BjV3Bf8OfH +BObhhjFY0F3+QWAeEvnTOQeeTK7k9ymRl3YUubVqnofKVeW/7lsV1cv28Zbv +afLV+jxUs+wj7xkz9cF03WuWJ8jTqswzT958w/IkuXLVtW2/r+tj/7e/fMQL +p6qqm+dAefdfQ7JDgjQsB8lTUme2P4nR4H+oMoJR + "]]}}, {{ + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.5, 0, 0.5], + Dashing[{0, Small, Small, Small}]]}, { + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]]}, { + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.772079, 0.431554, 0.102387], + Dashing[{Small, Small}]]}, { + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]]}}, {{ + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.5, 0, 0.5], + Dashing[{0, Small, Small, Small}]]}, { + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]]}, { + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.772079, 0.431554, 0.102387], + Dashing[{Small, Small}]]}, { + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[ + 0.368417, 0.506779, + 0.709798]]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}}, {{ + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.5, 0, 0.5], + Dashing[{0, Small, Small, Small}]]}, { + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]]}, { + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.772079, 0.431554, 0.102387], + Dashing[{Small, Small}]]}, { + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[ + 0.368417, 0.506779, + 0.709798]]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}}}, \ +{{}, {}}}, {DisplayFunction -> Identity, GridLines -> {Automatic, + Charting`ScaledTickValues[{Log, Exp}]}, DisplayFunction -> Identity, + DisplayFunction -> Identity, DisplayFunction -> Identity, + DisplayFunction -> Identity, AspectRatio -> GoldenRatio^(-1), + Axes -> {False, False}, AxesLabel -> {None, None}, + AxesOrigin -> {1., 0.}, DisplayFunction :> Identity, + Frame -> {{True, True}, {True, True}}, + FrameLabel -> {{ + "\!\(\*SubscriptBox[\(\[Rho]\), \(Res\)]\) for \!\(\*SubscriptBox[\(f\ +\), \(sub\)]\)", None}, {"q", None}}, FrameStyle -> Directive[ + GrayLevel[0], Bold, 20], FrameTicks -> {{ + Charting`ScaledTicks[{Log, Exp}], + Charting`ScaledFrameTicks[{Log, Exp}]}, {Automatic, Automatic}}, + GridLines -> { + Automatic, {0., 1.6094379124341003`, 2.302585092994046, + 3.912023005428146, 4.605170185988092, 6.214608098422191}}, + GridLinesStyle -> Directive[ + GrayLevel[0.5, 0.4]], ImageSize -> Large, LabelStyle -> Directive[ + GrayLevel[0], Bold, 13], + Method -> { + "OptimizePlotMarkers" -> True, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Exp[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Exp[#]& )[ + Part[#, 2]]}& )}}, PlotRange -> {{1, 10}, {0, + Log[600]}}, PlotRangeClipping -> True, + PlotRangePadding -> {{0, 0}, {0, 0}}, Ticks -> {Automatic, + Charting`ScaledTicks[{Log, Exp}]}}], + Placed[ + Unevaluated[ + LineLegend[{ + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.5, 0, 0.5], + Dashing[{0, Small, Small, Small}]], + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.772079, 0.431554, 0.102387], + Dashing[{Small, Small}]], + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]]}, { + "\!\(\*SubscriptBox[\(\[Rho]\), \(330\)]\): \!\(\*SubscriptBox[\(t\), \ +\(0\)]\)=15 M", + "\!\(\*SubscriptBox[\(\[Rho]\), \(221\)]\): \!\(\*SubscriptBox[\(t\), \ +\(0\)]\)=10 M", + "\!\(\*SubscriptBox[\(\[Rho]\), \(210\)]\): \!\(\*SubscriptBox[\(t\), \ +\(0\)]\)=15 M", + "\!\(\*SubscriptBox[\(\[Rho]\), \(440\)]\): \!\(\*SubscriptBox[\(A\), \ +\(R\)]\)~0.1 M"}, + LegendMarkers -> {{False, Automatic}, {False, Automatic}, { + False, Automatic}, {False, Automatic}}, + Joined -> {True, True, True, True}, LabelStyle -> Directive[ + GrayLevel[0], Bold, 13], LegendLayout -> {"Column", 4}]], {0.53, + 1.0001}, Identity]]& ], + AutoDelete->True, + Editable->True, + SelectWithContents->False, + Selectable->True]], "Output", + CellChangeTimes->{{3.798541831736203*^9, 3.798541861673654*^9}, { + 3.7985419081408567`*^9, 3.798541914684725*^9}, {3.7985911759773273`*^9, + 3.798591184467959*^9}, 3.7985913131231747`*^9, 3.7985913440074863`*^9, { + 3.798591498489213*^9, 3.798591510364257*^9}, {3.798591543526355*^9, + 3.798591553706427*^9}, {3.7985916365092297`*^9, 3.798591667484659*^9}, + 3.798592088415454*^9, 3.7985924726857224`*^9, 3.7985925259749603`*^9, + 3.798592565061131*^9, 3.798592711776333*^9, {3.798592794403615*^9, + 3.798592830779922*^9}, 3.798592897407257*^9, 3.7985930161763277`*^9, { + 3.798593116914312*^9, 3.798593247449841*^9}, 3.798593321884377*^9, + 3.7985935441376133`*^9, 3.798593775697613*^9, 3.798593839742478*^9, + 3.798593892564343*^9, {3.798593932107916*^9, 3.798593947375806*^9}, { + 3.798593978737212*^9, 3.798593998143703*^9}, 3.798594047081172*^9, + 3.798594114379424*^9, {3.798594159683236*^9, 3.7985941646843977`*^9}, + 3.7985942079867563`*^9, {3.798594243167829*^9, 3.79859430460725*^9}, + 3.798594385993095*^9, 3.7985944690599203`*^9, 3.798594502097337*^9, + 3.79859458488763*^9, {3.798594684722186*^9, 3.798594710436286*^9}, { + 3.798595136044489*^9, 3.798595148408821*^9}, 3.798595270703622*^9, { + 3.798595330692181*^9, 3.79859537351007*^9}, {3.798595439302925*^9, + 3.798595451006319*^9}, {3.798595496922556*^9, 3.798595510393324*^9}, + 3.798595576196845*^9, 3.798595665181122*^9, 3.798595759557694*^9, { + 3.7985958721230783`*^9, 3.798596030001195*^9}, {3.798596257063437*^9, + 3.798596313575116*^9}, 3.798596457411139*^9, 3.798596534476337*^9, { + 3.798596644329706*^9, 3.798596682498015*^9}, {3.798596730578897*^9, + 3.798596748232671*^9}, {3.798596780901186*^9, 3.7985968003297997`*^9}, { + 3.7985969084229727`*^9, 3.7985970369757347`*^9}, 3.79876489274689*^9, + 3.798764953050168*^9, 3.7987652109730577`*^9, {3.798765263993432*^9, + 3.7987652828180037`*^9}, {3.798765440642407*^9, 3.7987654467856407`*^9}, + 3.798807559201149*^9, 3.798807904285486*^9, 3.799987450875297*^9}, + CellLabel-> + "Out[1075]=",ExpressionUUID->"961302d2-13d1-4375-ade9-c5a1c082a57b"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"Export", "[", + RowBox[{ + RowBox[{"ExportDir", "<>", "\"\<Resolvability_freq.pdf\>\""}], ",", "lp"}], + "]"}]], "Input", + CellChangeTimes->{{3.798807908804771*^9, 3.79880792852024*^9}, { + 3.7999875060607843`*^9, 3.799987522714511*^9}}, + CellLabel-> + "In[1078]:=",ExpressionUUID->"df6bf54d-d9ca-43d0-ab70-8833d9b66a8e"], + +Cell[BoxData["\<\"/Users/xisco/git/rdstackingproject/plots/Resolvability_freq.\ +pdf\"\>"], "Output", + CellChangeTimes->{ + 3.7988079320378313`*^9, {3.799987511644061*^9, 3.799987523667961*^9}}, + CellLabel-> + "Out[1078]=",ExpressionUUID->"04312f3a-d1a9-4d40-9f19-f177124215d9"] +}, Open ]], + +Cell[BoxData[ + RowBox[{ + RowBox[{"\[Sigma]\[Tau]", "[", + RowBox[{"f1_", ",", "Q1_", ",", "f2_", ",", "Q2_", ",", "R_"}], "]"}], ":=", + RowBox[{ + RowBox[{"2", "/", "\[Pi]"}], + RowBox[{ + RowBox[{"(", + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{"3", "+", + RowBox[{"4", + RowBox[{"Q1", "^", "2"}]}]}], ")"}], "/", + RowBox[{"(", + RowBox[{"Q1", " ", "f1"}], ")"}]}], + RowBox[{"(", + RowBox[{ + RowBox[{ + RowBox[{"Q1", "^", "3"}], "/", + RowBox[{"(", + RowBox[{"f1", + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"4", + RowBox[{"Q1", "^", "2"}]}]}], ")"}]}], ")"}]}], "+", + RowBox[{ + RowBox[{"R", "^", "2"}], " ", + RowBox[{ + RowBox[{"Q2", "^", "3"}], "/", + RowBox[{"(", + RowBox[{"f2", + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"4", + RowBox[{"Q2", "^", "2"}]}]}], ")"}]}], ")"}]}]}]}], ")"}]}], + ")"}], "^", + RowBox[{"(", + RowBox[{"1", "/", "2"}], ")"}]}]}]}]], "Input", + CellChangeTimes->{{3.798597149582489*^9, 3.798597184247892*^9}, { + 3.7985974965873127`*^9, 3.7985974973115873`*^9}, 3.79859752817555*^9, { + 3.798597756174501*^9, 3.798597756486719*^9}, {3.7985979177261763`*^9, + 3.798597933265538*^9}, {3.798598106638373*^9, 3.798598107227618*^9}, { + 3.7985982458211927`*^9, 3.798598247535634*^9}, {3.7985983443773947`*^9, + 3.798598347431493*^9}, {3.798598393722083*^9, 3.79859839545674*^9}, + 3.798764912432824*^9, {3.798805401215663*^9, 3.798805402890616*^9}, { + 3.799987783123148*^9, 3.7999877847463627`*^9}}, + CellLabel-> + "In[1161]:=",ExpressionUUID->"c061ac4b-7dd0-4488-981a-d9e39ad210ba"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"lp", "=", + RowBox[{"ListLogPlot", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{"qpints", ",", + RowBox[{ + RowBox[{"\[Sigma]\[Tau]", "[", + RowBox[{ + "f330f", ",", " ", "q330tab", " ", ",", "f220f", ",", "q220tab", + ",", + RowBox[{"1", "/", "Ar330"}]}], "]"}], "/", + RowBox[{"Abs", "[", + RowBox[{"(", + RowBox[{"\[Tau]220tab", "-", "\[Tau]330tab"}], ")"}], "]"}]}]}], + "}"}], "]"}], ",", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{"qpints", ",", + RowBox[{ + RowBox[{"\[Sigma]\[Tau]", "[", + RowBox[{ + "f221f", ",", " ", "q221tab", " ", ",", "f220f", ",", "q220tab", + ",", + RowBox[{"1", "/", "Ar221"}]}], "]"}], "/", + RowBox[{"Abs", "[", + RowBox[{"(", + RowBox[{"\[Tau]220tab", "-", "\[Tau]221tab"}], ")"}], "]"}]}]}], + "}"}], "]"}], ",", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{"qpints", ",", + RowBox[{ + RowBox[{"\[Sigma]\[Tau]", "[", + RowBox[{ + "f210f", ",", " ", "q210tab", " ", ",", "f220f", ",", "q220tab", + ",", + RowBox[{"1", "/", "Ar210"}]}], "]"}], "/", + RowBox[{"Abs", "[", + RowBox[{"(", + RowBox[{"\[Tau]220tab", "-", "\[Tau]210tab"}], ")"}], "]"}]}]}], + "}"}], "]"}], ",", "\[IndentingNewLine]", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{"qpints", ",", + RowBox[{ + RowBox[{"\[Sigma]\[Tau]", "[", + RowBox[{ + "f440f", ",", " ", "q440tab", " ", ",", "f220f", ",", "q220tab", + ",", + RowBox[{"1", "/", "0.1"}]}], "]"}], "/", + RowBox[{"Abs", "[", + RowBox[{"(", + RowBox[{"\[Tau]220tab", "-", "\[Tau]440tab"}], ")"}], "]"}]}]}], + "}"}], "]"}]}], "}"}], ",", + RowBox[{"PlotRange", "\[Rule]", + RowBox[{"{", + RowBox[{"All", ",", + RowBox[{"{", + RowBox[{"3", ",", "5000"}], "}"}]}], "}"}]}], ",", + RowBox[{"Joined", "\[Rule]", "True"}], ",", + RowBox[{"PlotStyle", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"Directive", "[", + RowBox[{"Purple", ",", "DotDashed"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{"colors", "[", + RowBox[{"[", "3", "]"}], "]"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "6", "]"}], "]"}], ",", "Dashed"}], "]"}], ",", + RowBox[{"colors", "[", + RowBox[{"[", "1", "]"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{"colors", "[", + RowBox[{"[", "1", "]"}], "]"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "3", "]"}], "]"}], ",", "Dashed"}], "]"}], ",", + RowBox[{"colors", "[", + RowBox[{"[", "4", "]"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "4", "]"}], "]"}], ",", "Dashed"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "4", "]"}], "]"}], ",", "Dashed"}], "]"}]}], "}"}]}], + ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"PlotLegends", "\[Rule]", + RowBox[{"Placed", "[", + RowBox[{ + RowBox[{"LineLegend", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + "\"\<\!\(\*SubscriptBox[\(\[Rho]\), \(330\)]\): \!\(\*SubscriptBox[\ +\(t\), \(0\)]\)=15 M\>\"", ",", + "\"\<\!\(\*SubscriptBox[\(\[Rho]\), \(221\)]\): \ +\!\(\*SubscriptBox[\(t\), \(0\)]\)=10 M\>\"", ",", + + "\"\<\!\(\*SubscriptBox[\(\[Rho]\), \(210\)]\): \ +\!\(\*SubscriptBox[\(t\), \(0\)]\)=15 M\>\"", ",", + "\"\<\!\(\*SubscriptBox[\(\[Rho]\), \(440\)]\): \ +\!\(\*SubscriptBox[\(A\), \(R\)]\)~0.1 M\>\""}], "}"}], ",", + RowBox[{"LegendLayout", "\[Rule]", + RowBox[{"{", + RowBox[{"\"\<Column\>\"", ",", "4"}], "}"}]}]}], "]"}], ",", + RowBox[{"{", + RowBox[{"0.53", ",", "1.0001"}], "}"}]}], "]"}]}], ",", + RowBox[{"FrameLabel", "->", + RowBox[{"{", + RowBox[{ + "\"\<q\>\"", ",", + "\"\<\!\(\*SubscriptBox[\(\[Rho]\), \(Res\)]\) for \!\(\*SubscriptBox[\ +\(\[Tau]\), \(sub\)]\)\>\""}], "}"}]}], ",", + RowBox[{"ImageSize", "\[Rule]", "Large"}], ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"FrameStyle", "->", + RowBox[{"Directive", "[", + RowBox[{"Black", ",", "Bold", ",", "20"}], "]"}]}], ",", + RowBox[{"LabelStyle", "->", + RowBox[{"Directive", "[", + RowBox[{"Black", ",", "Bold", ",", "13"}], "]"}]}], ",", + RowBox[{"GridLines", "\[Rule]", "Automatic"}], ",", + RowBox[{"Axes", "\[Rule]", "False"}], ",", + RowBox[{"Joined", "\[Rule]", "True"}]}], "]"}]}]], "Input", + CellChangeTimes->{{3.798804898688932*^9, 3.798804906643067*^9}, { + 3.798805094252842*^9, 3.798805272013636*^9}, {3.798805306686335*^9, + 3.798805331279859*^9}, {3.7988053890914288`*^9, 3.798805542033309*^9}, { + 3.7988055866140957`*^9, 3.798805656414723*^9}, {3.798805687512308*^9, + 3.79880570676674*^9}, {3.7988057372687283`*^9, 3.798805822956236*^9}, { + 3.798805871151215*^9, 3.7988060434001102`*^9}, {3.79880610034653*^9, + 3.7988061416410513`*^9}, {3.7988063044727917`*^9, 3.79880630605085*^9}, { + 3.799987856321299*^9, 3.79998799289301*^9}, {3.799988149005321*^9, + 3.799988150068523*^9}, {3.799988326305382*^9, 3.7999883385690203`*^9}, { + 3.799988375659886*^9, 3.799988411344235*^9}, {3.7999884553090353`*^9, + 3.799988455985197*^9}, {3.799991082423862*^9, 3.7999910964702587`*^9}, { + 3.799991141693096*^9, 3.799991143268157*^9}}, + CellLabel-> + "In[1165]:=",ExpressionUUID->"053a0694-e2aa-49a3-a5d3-0aaab3258a73"], + +Cell[BoxData[ + TemplateBox[{ + "Power","infy", + "\"Infinite expression \\!\\(\\*FractionBox[\\\"1\\\", \\\"0.`\\\"]\\) \ +encountered.\"",2,1165,196,19648445566244506411,"Local"}, + "MessageTemplate"]], "Message", "MSG", + CellChangeTimes->{ + 3.799987826659088*^9, 3.7999878569704103`*^9, 3.799987933760549*^9, + 3.799987993431031*^9, 3.7999881508832407`*^9, {3.7999883142917137`*^9, + 3.799988330986011*^9}, {3.799988397631934*^9, 3.799988411836836*^9}, + 3.7999884564714203`*^9, 3.799991002378049*^9, {3.799991084199622*^9, + 3.799991096726769*^9}, 3.79999114395105*^9}, + CellLabel-> + "During evaluation of \ +In[1165]:=",ExpressionUUID->"aa85f409-b9df-4e22-aff1-85caa4af2abe"], + +Cell[BoxData[ + TemplateBox[{ + "Power","infy", + "\"Infinite expression \\!\\(\\*FractionBox[\\\"1\\\", \\\"0.`\\\"]\\) \ +encountered.\"",2,1165,197,19648445566244506411,"Local"}, + "MessageTemplate"]], "Message", "MSG", + CellChangeTimes->{ + 3.799987826659088*^9, 3.7999878569704103`*^9, 3.799987933760549*^9, + 3.799987993431031*^9, 3.7999881508832407`*^9, {3.7999883142917137`*^9, + 3.799988330986011*^9}, {3.799988397631934*^9, 3.799988411836836*^9}, + 3.7999884564714203`*^9, 3.799991002378049*^9, {3.799991084199622*^9, + 3.799991096726769*^9}, 3.799991143961063*^9}, + CellLabel-> + "During evaluation of \ +In[1165]:=",ExpressionUUID->"d4222266-d98f-4733-89ca-ec5a4aa65d67"], + +Cell[BoxData[ + TagBox[ + GraphicsBox[{InsetBox[ + GraphicsBox[{{{}, {{{}, {}, + {RGBColor[0.5, 0, 0.5], PointSize[0.007333333333333334], + AbsoluteThickness[1.6], Dashing[{0, Small, Small, Small}], + LineBox[CompressedData[" +1:eJw103tMU3cUwPGKOuuDitLR370tpQjOKYqAZDoNnJ8PBsZtWpyJ4GPShTmc +CvWFuJFMEBR0qCiizjkQNRtsNYobvoUCYSYqGJXipjBAgxtEuX3dvjt6czjJ +zc3555vf735yQzWZyel+IpEoY+jxvbVfJ9yX/DcI2ZebDz4Qh1Lr+2sP6y2D +0PqBVHf8jYqGFPSrryk5+HHpyQuaShVN6t4j1SVyYLOXFlevV1Ft3DhDVRYH +QR7XggnhKnr6lG84aLq5bsPFrhDaaPEFOdhxJGl28t4QOjBUK+jngFtetvn7 +iBA6FBsqGmFzwoiHc18oabwvF2eE12NdkqLjSvqlMEZ4c2zyb2lqJR063FDQ +CEU1V2a0T1ZSX019zQh3tW6xvCOYCsfrNkJArU7DVwRTITfOBKRMFSXeEkzn +CGOC7H7VCfuCYLpWCJpg54tF5nz/YCpct8AEoNSXZ3QrqHA8nQmmrkhpmVen +oELOYIIcve4Tb4mCioQxw+7UP/zbvlLQ6ULQDE+X9LZKlihosnBAM2xtycg1 +qBT0G+HCZjjb1Wd+5JHT875clRlSS/jyNZ1y+uC+b8wQ+uzfq6F35ehhhoa0 +ntwnFXL0sMC9MrHmTL4cPSxwcd6ljnMb5ehhAb/iwk7Nx3L0sEDkzHu8OEZO +hc+nt0Byc3PAASJHDwu0/5D13hMvix5WKDvdvf3nPhY9rJCn1K3f2saihxUW +NqbBL9dZekQIWuHQzE8jG6tY9LCCanr4yYUlLHpYof/06tGHc1j04KG+9+/r +MeksevCQMH6A+VzNogcPPfkXR0riWfTg4fLebdc/jGDRg4fB+s/+ek5Y9ODh +caAzxfgOix42qL4wMWenhUEPG7zsa2xIe8mghw383yaN+fYxgx422DcyYntk +I4MeNliVkRgcX8ughw34pEkh2ioGPWxwq147Nvo4gx52OHuyIlJSwKCHHSZc ++uf1gl0MFXJZdlj+HdczsJFBDzt4DLKptSkMethh4PenhoZlDHrYwaBYdiAo +nkEPBzzMLS3tjWLQwwHsibtht8MY9HBA19RNo9uDGPRwwNz55uiZ4xj0cMCj +ijs3brsJ7RE8HHB09mDLAY6ghxMMB3vLDr4iNFbwcMKsaVd2ND0j6OEETem6 +luiHBD2cYNUXzPhJT9DDCXr+8ChtHUEPJ5jCTnRu+5WghwtIzaK1VZUEPVzA +pT2bNaKcoIcLuldX05RDBD1c0L9nX6wkj6CHCz5yaJ4PZBP0cIFjzvpX+i0E +PVwg3eTXwX1B0MMNZUWuJYmpBD3coLuvKD26gqCHGxaS3KjoRIIebsjXOuc0 +xRH0cMP4qD3Lq2MJerhhaWLtzrwIgh4eKJomPVMzhaCHB7hL6UebGYIeHth1 +J/NQ5CSCHh5YnbUydr+YoIcHnrQbRs0SDXt4oGfx+ZwGXoYeXnj0uj+58q0M +PbxgW3Wtc2ufDD28sPJV5pTCLhl6eIGzXJ1fbJChhxemt8XsaG+VoYcXzKv4 +OsmfMvQQ0fgwl3pDvQy/p4iOUe9uhpzhXUyLKsNjbra+i/cJoKXHssdXjR3e +pTS98NyF0aekuBO6/eyx4nL18K6gheobkR0qKf7fKrpmcYn5ljsQ9yl0do0k +MKN3eA+nlW2ZyRNbA+n/GbMIcg== + "]]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[ + 0.007333333333333334], AbsoluteThickness[1.6], + LineBox[CompressedData[" +1:eJw103tQVFUcB/AlZVaZhkxW1ETUVUcUX2MoKqzf6wN5KAWID2o1wEDaCjHK +NRl5WFgIuvHKB6WCpqYsSiaSozmwmjppaiE+a0TxwSi1sI9z7j7bvZ7zm7lz +5/vP9/7O+cwdlb42KeMVmUyW7Xm875djhKG9LKD+OMF4ta7VEmLE+ZAL1d17 +CJKag4ufJxoROm/lro7tBHmKhuiOjUYMWll9flchwYEcld+t/UbciCvf9lsu +wdUr3jFCrgigi7MIrCHeQiPsj20zF64iGOFpaw7uwWupBwzhSwliOjZ6Gnuw +qu+wypx4gnXeupwedEc/3Xp0IcHuXd7pQeKTWHu7QGCweAt7kBZdtkoRSfAi +0btgD8SZP7coZxJI6yl6sbl2yNrWMII53jpVLxqKzx/Pm0aQKU0vVgT5xumn +EnhPq9b14tKioj83TSGQjtvcC0fk6FKFJ0vrdfSidviL4BmeLNX5mVAVn1x+ +x5PflMaEhO2hRVZPn3R9ahOyDp4NKvZ8TzpusQkXJ8UG5nv2kdZrMOHpiAU+ +r4YTSHW3TFiyX5CRWQQvPcz4YO/ki3IV9zDDZ1a1pkbgHmao+gS9lbeAe5hR +qM049VcM9zBD0CTvVMVzDzOez9K0P07kHmZou05mi8u4hwXX+v++er6ae1hw +rFQ/SpfGPSxY+DBkbsQa7mGBPCmyNOBjAun6Wi2oyE13KnK5hwWdwetbIj/n +HlZMNX//tLmAe1hxQpacMXYL97Aie7k8qqOM4Bup0Iq6zy5Zv67kHlYkrHxU +mbebe1jhmB7uWlrLPQienDAs0x7mHgS+8ysX6Y9xD4Iuv86J1ibuQRAdcjM9 +4VfuQZCR2vTh6Qvcg6B2bfvdaVe5B0Vj4PvLm9u4B0WMPqcm9j73oLiZsOzT +QZ3cg2Jb3XT96efcg4LWCXOzTNyDYlLYzj7xdu5B4WzTol8fyjxEJDt19dSP +Mg8RmRVbqrsHUkh1OSKOpi0ubXqDMg8Rl74zDPxJSZmHiPEltwzHJlDmIaLi +I3V3wzTKPGxIyV7/RcFsyjxsWLNvzrmCeZR52JBv3bOjII4yDxtKwh35+UmU +edhw8O/V/+W9Q/FQ8rBBefU9jTadMg87mk1zN+RoKMIkDzsi3MrDmZ9Q5mGH +/8lMXYrnnl562LGgJOqIdjNlHnaoqtZdTt9KmYcdujH6zbEVlHk40LW9rCh0 +N2UeDvhGp6zvV0eZhwN3Vrfp/Y9Q5uFAjPzZ/geNlHk40DR4wJn6XyjzcECT +lDy6toUyDwf+Pac8nXqZezihH/26YegN7uGEcnbfONtt7uHE5MLa8h8ecA8n +fEOm39c+4x5OnPq2Ua8wcg8nHPdsA28T7uFCzZKS6xlu7uHCC3vL2aFykXm4 +sKc++58d/iLzcMF+M6UtIlBkHi5EHY54+ONwkXm4kPo2yVWNFZmHG2tGRvjV +TBSZhxstPlPuDQ8TmYcbdzfVHNBEiMzDjao/rmXenycyDzecB2OChsSJzMON +xsI03YZEkXnIhK4if1xfIbL7lAlZgYca9+3luZ+g/tI+4VGjnZ1ngFA07MwO +y2MHywrhSvy4kZ2HnCwPEaJ8RqRWhrpYDhImRA2Oe3eri/3fI4VxnV/JW2/w +rBROLi5Xa/u7WR4jDFuS3uE7w43/ASTkd58= + "]]}, + {RGBColor[0.772079, 0.431554, 0.102387], PointSize[ + 0.007333333333333334], AbsoluteThickness[1.6], + Dashing[{Small, Small}], LineBox[CompressedData[" +1:eJw103tQVHUUB/CVMWDUARwYA9vf714EhjcpiGkQ54eOj6JEIBAER0h59JCH +ORgYMGBgoyBFtSJiWoAV0CpGCJshuyFGQaQDrArEIOUjRGzf742987tn5s6d +8893zjmf+Xm+lRefaScQCNIXP9t/YrYwQPSGAo503Dg57OhJsrhSQNED+VSQ +liW1MrVfWq0CJl7MerJ+kiXduHIurlsBzlsb38/4hSUzxW7i7TMKkNXP71vb +zpJl8qb8V5Yp4c7BqL8KRCwJ40oJrgnZX5nLWZLGBSph47x7TkcuS2xpuFIJ +OZN+E3lpLFkMW0xUwv7QhKfZMSzh4uRKKBs6Gh0RwRIBVyoYNPqfPBXIEn8u +UAUeA9VRM0KWxHMDqsA5Zy5+0oklR23jFatg+fjSUskSljTb4ppUsPHikkN9 +jxkyPGQrFUyPsUtX3WKIxs8WqAK5hyRY0cMQhhtQDaK8vSWdTQzZwS2sBk9o +n+qtYUiBLS5fDWXPOgs8ixjScMZWaqgKP9BOMhnCnU+mBmfF20Er4xnyxLbu +nBp26+S1HwNDuPHcNNDzqmRbYAhDorgDasD/OWXNqJChHhrwDcbO9SsY8gkX +qIEvpY4BCSZMPTQwcEK14DGPqYcG/hzy/vr3KUw9tHC8OqniwxFMPbSgGg50 +aJBi6qGFf1VjwUwnph5aiD/UH+PwDaYeWrBzbXbY2YCphxZWzHbGLdRg6qGD +cS/J3oflmHroQFz67bnQQkw9dJD32cX+5Hcx9dDBjNf375B0TD108Gh/yURB +IqYeOqjYI+k8HIOphw6Kc1enr4vG1EMP0y8ELfS8hKmHHqqutLWVh2DCxeXr +YfDK8ccmb0w99HA+tkAaKcTUQw9Pj0k/+tEVUw89yFMr3sxcjqmHASadL41J +7TD1MMDal3/uvmdA1MMAuxxb6nyUiHoYYE9V6+SFOUQ9DLC7egMT8zci9zkP +A1R7/adZM4WohxHOCrucfMcRWc95GGGzItozaQRRDyP8VlavFf+KqIcRFp7d +neuSIephhKnE0XP7riHqYQRGf1cS0oWohwkGrMcivS4j6mECSYbAN7IVUQ8T +/GMsf2RuRtTDBGIX4YW084h6mOD+yCmHqTOIephg5vYqjd0XiHqYICylwb6/ +FlEPM/SmiFOaTyDqYQZ7n8+DfasQ9TBDnVtu3ZZyRD3MgFvWiQQliHqYYXri +bHTSB4h6mKFwZET22mFEPSxgenBrtTwPUQ8LhPzhdVrwHu9hgeIIUYA0m/ew +QN/1+S3oAO9hgWtVu4ad03kPC1z9ri+uMY33sEKrOLG1N5n3sEKqU+zxokTe +wwqNNxsuDcbxHlb4qV2vuLyT97CCaLTUPjiG97DC0EHVRNQO3kNAXp9P3ZC5 +lb+ngISf/sFiCeB7R9KRaX7eahDSfVxIrizWxX0zv58bqdx0W20W8b07+bRN +0aJ4yPdCcvN6Rlh5KP++WXJj5abp5CN8v4Zsu3enIu0q33sTn6xwt1kFJv8D +b13HRA== + "]]}, + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[ + 0.007333333333333334], AbsoluteThickness[1.6], + LineBox[CompressedData[" +1:eJw103lQ1GUcx/FVlITCE+GXMqhJDioQIqIg+HlkMVHw2AVFBfGEIBUhhBA8 +cJUjAcH1Lo8xTA3TDGiiwjudvK9QRshcC0lM3GXvu9/+5Pud2dl5//Od53le +8xuxfK00padIJMrgf47/t6PEg4YFWLmPY6OTKi9rfZVo6m5pg3fRK4kSD7u7 +wP3MdEW+EmkB3x4N4ftYZoTr42olLGtiXV34vn3LMUq46Beub9nLMZ2vY6ES +Tlmd6YV8D+O3NXir0HvzN6+kfEcr8vmNKmy+f6iHYQ/HshzrMlW4IJcFHuL7 +ywOOUeHm2ZS8SL6vaB0LVZCf/lP+y26O/SdxHFCFAmeuLYhv4XjuXWh5GlrV +vItjUxzrIrqwvXN3oA/fqcJ04Xj8qdGH5Bxz3Dapsgvnhi1e5MG3cN2GLpy4 +N0i1fCfHhOMpuhA19dbL76s4JqxzVaNp3tYoayXHxgujRn3CeVEM38LzJalR +NSPG+8AOjgnXLVJDkas/2F7BMeF4Z9QonZsrduVbWPdYjQEdhwv9yzn21kOD +suBkycYy8tDAN7Lz4NHt5KFBWsTQTde+IA8NxB2DJRdLyUODgfHR+S9KyEOD +xPqXIW4l5KFBSIZ3pEsxeWgxNuzDEc5F5KFFranxfsA28tAisLY1yH8reWjh +/kKW4ifjmPB8l7WoCWtL89tCHlrUtU8M9y8kDx0GdCoqem0mDx0m1bwa/s4m +8tDhhMKl4NkGjlUJC3U43//CjX8KyEMHWcGQ0RfzyUOHUcEzx11bTx56hJjv +VlbnkYceiellItnn5KGHHxcmW5ZLHnr8kVU3KDKHPPS4P+1u3ch15KFHSY10 +mXM2eRjQ8iZgaEcWeRgw4c60Z3cyycMA7TGPnPK15GHAqkF9srMzyMOAWUU5 +eYlryMMA6XeLL3qtJg8DGkUSvfMq8jDC++itczfSycMIcc2WR5VpHBPWZRrx +OvajpRs/IQ8jzmsfdkalkocR8jHeN91SyMMIj5el6scryMOE91Jft11fTh4m +xGy7krd3GXmY8HR1z7iVS8nDBI+/SrLHLyEPE1YUxzc7JXPsueBhwpNxIYVN +SeRhRsLlsvSTiRwLFjzMCM9vk29YRB5mLGm/YJIsJA8zjkyQbndaQB5mtD7v +LW+ZTx5mNO7c+rB+HnlY8FXhqVmV8eRhwdrfttg+jSMPC5IG7tk3UkoeFtTu +2tHcQ0IeFsQFBcQq5pCHBW4+6iGHZ5OHBdU+kwcXziIPK/Z3HIlYEUseVgy8 +VBfkE0MeVoz6++tml5nkYcWMq2n7bkeThxX5Xj/X/zidPKx4V5wUsuFj8rBh +7Ma+V1OnkYcN2e1ip8Ao8rBh7pgEq5eYPGz4QZqp/HcqedgQ+qtxTjMjDxtK +5itVx0EedtjPvDm7fwp52OG5d7Y5PYI87DBcT3BPDicPOxIGp4uCJpOHHSdz +qtf4hpGHHX7hM7W2SeQhYoF7erQ+mkjvKWI9m5qj3fyp+7B1u+PKzE88u+/T +n/XSXX/Q7zS1O/v9fUXfS3Jqjt0Tt9YqZdRezPWnUA+n9Z7d3/dw9sKY61n+ +GfUHrDgt+HloBrUPu7k6syJ2lSf7H0x/FJE= + "]]}}, { + {RGBColor[0.5, 0, 0.5], PointSize[0.007333333333333334], + AbsoluteThickness[1.6], Dashing[{0, Small, Small, Small}]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[ + 0.007333333333333334], AbsoluteThickness[1.6]}, + {RGBColor[0.772079, 0.431554, 0.102387], PointSize[ + 0.007333333333333334], AbsoluteThickness[1.6], + Dashing[{Small, Small}]}, + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[ + 0.007333333333333334], AbsoluteThickness[1.6]}}, { + {RGBColor[0.5, 0, 0.5], PointSize[0.007333333333333334], + AbsoluteThickness[1.6], Dashing[{0, Small, Small, Small}]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[ + 0.007333333333333334], AbsoluteThickness[1.6]}, + {RGBColor[0.772079, 0.431554, 0.102387], PointSize[ + 0.007333333333333334], AbsoluteThickness[1.6], + Dashing[{Small, Small}]}, + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[ + 0.007333333333333334], AbsoluteThickness[ + 1.6]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}}, { + {RGBColor[0.5, 0, 0.5], PointSize[0.007333333333333334], + AbsoluteThickness[1.6], Dashing[{0, Small, Small, Small}]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[ + 0.007333333333333334], AbsoluteThickness[1.6]}, + {RGBColor[0.772079, 0.431554, 0.102387], PointSize[ + 0.007333333333333334], AbsoluteThickness[1.6], + Dashing[{Small, Small}]}, + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[ + 0.007333333333333334], AbsoluteThickness[ + 1.6]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}}}, {{}, \ +{}}}, {}}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->{False, False}, + AxesLabel->{None, None}, + AxesOrigin->{0.810416666666667, 1.0986122886681098`}, + DisplayFunction->Identity, + Frame->{{True, True}, {True, True}}, + FrameLabel->{{ + FormBox[ + "\"\\!\\(\\*SubscriptBox[\\(\[Rho]\\), \\(Res\\)]\\) for \ +\\!\\(\\*SubscriptBox[\\(\[Tau]\\), \\(sub\\)]\\)\"", TraditionalForm], + None}, { + FormBox["\"q\"", TraditionalForm], None}}, + FrameStyle->Directive[ + GrayLevel[0], Bold, 20], + FrameTicks->FrontEndValueCache[{{ + Charting`ScaledTicks[{Log, Exp}], + Charting`ScaledFrameTicks[{Log, Exp}]}, { + Automatic, Automatic}}, {{{{1.6094379124341003`, + FormBox["5", TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {2.302585092994046, + FormBox["10", TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {3.912023005428146, + FormBox["50", TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {4.605170185988092, + FormBox["100", TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {6.214608098422191, + FormBox["500", TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {6.907755278982137, + FormBox["1000", TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {8.517193191416238, + FormBox["5000", TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {0., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.6931471805599453, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.0986122886681098`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.3862943611198906`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.791759469228055, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.9459101490553132`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.0794415416798357`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.1972245773362196`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.995732273553991, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.4011973816621555`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.6888794541139363`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {4.0943445622221, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {4.248495242049359, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {4.382026634673881, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {4.499809670330265, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {5.298317366548036, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {5.703782474656201, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {5.991464547107982, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {6.396929655216146, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {6.551080335043404, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {6.684611727667927, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {6.802394763324311, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7.600902459542082, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {8.006367567650246, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {8.294049640102028, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {8.699514748210191, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {8.85366542803745, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {8.987196820661973, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {9.104979856318357, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {9.210340371976184, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {9.615805480084347, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {9.903487552536127, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}}, {{1.6094379124341003`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {2.302585092994046, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {3.912023005428146, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {4.605170185988092, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {6.214608098422191, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {6.907755278982137, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {8.517193191416238, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {0., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.6931471805599453, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.0986122886681098`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.3862943611198906`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.791759469228055, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.9459101490553132`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.0794415416798357`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.1972245773362196`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.995732273553991, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.4011973816621555`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.6888794541139363`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {4.0943445622221, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {4.248495242049359, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {4.382026634673881, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {4.499809670330265, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {5.298317366548036, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {5.703782474656201, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {5.991464547107982, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {6.396929655216146, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {6.551080335043404, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {6.684611727667927, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {6.802394763324311, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7.600902459542082, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {8.006367567650246, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {8.294049640102028, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {8.699514748210191, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {8.85366542803745, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {8.987196820661973, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {9.104979856318357, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {9.210340371976184, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {9.615805480084347, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {9.903487552536127, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}}}, {Automatic, Automatic}}], + GridLines->FrontEndValueCache[{Automatic, + Charting`ScaledTickValues[{Log, Exp}]}, { + Automatic, {{1.6094379124341003`, + Directive[ + AbsoluteThickness[0.1]]}, {2.302585092994046, + Directive[ + AbsoluteThickness[0.1]]}, {3.912023005428146, + Directive[ + AbsoluteThickness[0.1]]}, {4.605170185988092, + Directive[ + AbsoluteThickness[0.1]]}, {6.214608098422191, + Directive[ + AbsoluteThickness[0.1]]}, {6.907755278982137, + Directive[ + AbsoluteThickness[0.1]]}, {8.517193191416238, + Directive[ + AbsoluteThickness[0.1]]}}}], + GridLinesStyle->Directive[ + GrayLevel[0.5, 0.4]], + ImageSize->Large, + LabelStyle->Directive[ + GrayLevel[0], Bold, 13], + Method->{ + "OptimizePlotMarkers" -> True, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Exp[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Exp[#]& )[ + Part[#, 2]]}& )}}, + PlotLabel->None, + PlotRange->NCache[{{0.810416666666667, 10.1}, { + Log[3], + Log[5000]}}, {{0.810416666666667, 10.1}, {1.0986122886681098`, + 8.517193191416238}}], + PlotRangeClipping->True, + PlotRangePadding->{{ + Scaled[0.02], + Scaled[0.02]}, {0, 0}}, + Ticks->{Automatic, + Charting`ScaledTicks[{Log, Exp}]}], Scaled[{0.5, 0.5}], Center, + Scaled[{1, 1}]], InsetBox[ + TemplateBox[{ + "\"\\!\\(\\*SubscriptBox[\\(\[Rho]\\), \\(330\\)]\\): \ +\\!\\(\\*SubscriptBox[\\(t\\), \\(0\\)]\\)=15 M\"", + "\"\\!\\(\\*SubscriptBox[\\(\[Rho]\\), \\(221\\)]\\): \ +\\!\\(\\*SubscriptBox[\\(t\\), \\(0\\)]\\)=10 M\"", + "\"\\!\\(\\*SubscriptBox[\\(\[Rho]\\), \\(210\\)]\\): \ +\\!\\(\\*SubscriptBox[\\(t\\), \\(0\\)]\\)=15 M\"", + "\"\\!\\(\\*SubscriptBox[\\(\[Rho]\\), \\(440\\)]\\): \ +\\!\\(\\*SubscriptBox[\\(A\\), \\(R\\)]\\)~0.1 M\""}, + "LineLegend", + DisplayFunction->(FormBox[ + StyleBox[ + StyleBox[ + PaneBox[ + TagBox[ + GridBox[{{ + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.5, 0, 0.5], + Dashing[{0, Small, Small, Small}]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.5, 0, 0.5], + Dashing[{0, Small, Small, Small}]], {}}}, AspectRatio -> + Full, ImageSize -> {40, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"], + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], {}}}, + AspectRatio -> Full, ImageSize -> {40, 10}, + PlotRangePadding -> None, ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #2}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"], + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.772079, 0.431554, 0.102387], + Dashing[{Small, Small}]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.772079, 0.431554, 0.102387], + Dashing[{Small, Small}]], {}}}, AspectRatio -> Full, + ImageSize -> {40, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #3}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"], + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]], {}}}, + AspectRatio -> Full, ImageSize -> {40, 10}, + PlotRangePadding -> None, ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #4}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"]}}, + GridBoxAlignment -> {"Columns" -> {{Left}}, "Rows" -> {{Top}}}, + AutoDelete -> False, + GridBoxItemSize -> { + "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, + GridBoxSpacings -> {"Columns" -> {{1}}, "Rows" -> {{0}}}], + "Grid"], Alignment -> Left, AppearanceElements -> None, + ImageMargins -> {{5, 5}, {5, 5}}, ImageSizeAction -> + "ResizeToFit"], LineIndent -> 0, StripOnInput -> False], { + Directive[ + GrayLevel[0], Bold, 13], FontFamily -> "Arial"}, Background -> + Automatic, StripOnInput -> False], TraditionalForm]& ), + Editable->True, + InterpretationFunction:>(RowBox[{"LineLegend", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.007333333333333334`", "]"}], + ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.5, 0, 0.5], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[0.33333333333333337`, 0., 0.33333333333333337`], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.5`", ",", "0", ",", "0.5`"}], "]"}], + NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.5, 0, 0.5]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.5, 0, 0.5], Editable -> False, Selectable -> + False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"0", ",", "Small", ",", "Small", ",", "Small"}], + "}"}], "]"}]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.007333333333333334`", "]"}], + ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.560181, 0.691569, 0.194885], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.37345400000000006`, 0.461046, 0.12992333333333334`], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.560181`", ",", "0.691569`", ",", "0.194885`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.560181, 0.691569, 0.194885]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.560181, 0.691569, 0.194885], Editable -> False, + Selectable -> False]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.007333333333333334`", "]"}], + ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.772079, 0.431554, 0.102387], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.5147193333333333, 0.28770266666666666`, + 0.06825800000000001], FrameTicks -> None, + PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.772079`", ",", "0.431554`", ",", "0.102387`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.772079, 0.431554, 0.102387]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.772079, 0.431554, 0.102387], Editable -> False, + Selectable -> False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"Small", ",", "Small"}], "}"}], "]"}]}], "]"}], + ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.007333333333333334`", "]"}], + ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.368417, 0.506779, 0.709798], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.24561133333333335`, 0.3378526666666667, + 0.4731986666666667], FrameTicks -> None, PlotRangePadding -> + None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.368417`", ",", "0.506779`", ",", "0.709798`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.368417, 0.506779, 0.709798]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.368417, 0.506779, 0.709798], Editable -> False, + Selectable -> False]}], "]"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{#, ",", #2, ",", #3, ",", #4}], "}"}], ",", + RowBox[{"LegendMarkers", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}], ",", + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}], ",", + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}], ",", + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}]}], "}"}]}], ",", + RowBox[{"Joined", "\[Rule]", + RowBox[{"{", + RowBox[{"True", ",", "True", ",", "True", ",", "True"}], + "}"}]}], ",", + RowBox[{"LabelStyle", "\[Rule]", + RowBox[{"Directive", "[", + RowBox[{ + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + GrayLevel[0], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> GrayLevel[0.], FrameTicks -> None, + PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"GrayLevel", "[", "0", "]"}], NumberMarks -> + False]], Appearance -> None, BaseStyle -> {}, + BaselinePosition -> Baseline, DefaultBaseStyle -> {}, + ButtonFunction :> With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + GrayLevel[0]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["GrayLevelColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + GrayLevel[0], Editable -> False, Selectable -> False], ",", + "Bold", ",", "13"}], "]"}]}], ",", + RowBox[{"LegendLayout", "\[Rule]", + RowBox[{"{", + RowBox[{"\"Column\"", ",", "4"}], "}"}]}]}], "]"}]& )], + Scaled[{0.53, 1.0001}], ImageScaled[{0.5, 0}], + BaseStyle->{FontSize -> Larger}, + FormatType->StandardForm]}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->False, + AxesLabel->{None, None}, + AxesOrigin->{0.810416666666667, 1.0986122886681098`}, + DisplayFunction->Identity, + Frame->False, + FrameLabel->{{ + FormBox[ + "\"\\!\\(\\*SubscriptBox[\\(\[Rho]\\), \\(Res\\)]\\) for \ +\\!\\(\\*SubscriptBox[\\(\[Tau]\\), \\(sub\\)]\\)\"", TraditionalForm], + None}, { + FormBox["\"q\"", TraditionalForm], None}}, + FrameStyle->Directive[ + GrayLevel[0], Bold, 20], + FrameTicks->{{ + Charting`ScaledTicks[{Log, Exp}], + Charting`ScaledFrameTicks[{Log, Exp}]}, {Automatic, Automatic}}, + ImagePadding->All, + ImageSize->Large, + LabelStyle->Directive[ + GrayLevel[0], Bold, 13], + Method->{ + "OptimizePlotMarkers" -> True, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Exp[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Exp[#]& )[ + Part[#, 2]]}& )}}, + PlotLabel->None, + PlotRange->Automatic, + PlotRangeClipping->False, + PlotRangePadding->{{ + Scaled[0.02], + Scaled[0.02]}, {0, 0}}, + Ticks->{Automatic, + Charting`ScaledTicks[{Log, Exp}]}], + InterpretTemplate[Legended[ + Graphics[{{}, {{{}, {}, { + Hue[0.67, 0.6, 0.6], + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.5, 0, 0.5], + Dashing[{0, Small, Small, Small}]], + Line[CompressedData[" +1:eJw103tMU3cUwPGKOuuDitLR370tpQjOKYqAZDoNnJ8PBsZtWpyJ4GPShTmc +CvWFuJFMEBR0qCiizjkQNRtsNYobvoUCYSYqGJXipjBAgxtEuX3dvjt6czjJ +zc3555vf735yQzWZyel+IpEoY+jxvbVfJ9yX/DcI2ZebDz4Qh1Lr+2sP6y2D +0PqBVHf8jYqGFPSrryk5+HHpyQuaShVN6t4j1SVyYLOXFlevV1Ft3DhDVRYH +QR7XggnhKnr6lG84aLq5bsPFrhDaaPEFOdhxJGl28t4QOjBUK+jngFtetvn7 +iBA6FBsqGmFzwoiHc18oabwvF2eE12NdkqLjSvqlMEZ4c2zyb2lqJR063FDQ +CEU1V2a0T1ZSX019zQh3tW6xvCOYCsfrNkJArU7DVwRTITfOBKRMFSXeEkzn +CGOC7H7VCfuCYLpWCJpg54tF5nz/YCpct8AEoNSXZ3QrqHA8nQmmrkhpmVen +oELOYIIcve4Tb4mCioQxw+7UP/zbvlLQ6ULQDE+X9LZKlihosnBAM2xtycg1 +qBT0G+HCZjjb1Wd+5JHT875clRlSS/jyNZ1y+uC+b8wQ+uzfq6F35ehhhoa0 +ntwnFXL0sMC9MrHmTL4cPSxwcd6ljnMb5ehhAb/iwk7Nx3L0sEDkzHu8OEZO +hc+nt0Byc3PAASJHDwu0/5D13hMvix5WKDvdvf3nPhY9rJCn1K3f2saihxUW +NqbBL9dZekQIWuHQzE8jG6tY9LCCanr4yYUlLHpYof/06tGHc1j04KG+9+/r +MeksevCQMH6A+VzNogcPPfkXR0riWfTg4fLebdc/jGDRg4fB+s/+ek5Y9ODh +caAzxfgOix42qL4wMWenhUEPG7zsa2xIe8mghw383yaN+fYxgx422DcyYntk +I4MeNliVkRgcX8ughw34pEkh2ioGPWxwq147Nvo4gx52OHuyIlJSwKCHHSZc ++uf1gl0MFXJZdlj+HdczsJFBDzt4DLKptSkMethh4PenhoZlDHrYwaBYdiAo +nkEPBzzMLS3tjWLQwwHsibtht8MY9HBA19RNo9uDGPRwwNz55uiZ4xj0cMCj +ijs3brsJ7RE8HHB09mDLAY6ghxMMB3vLDr4iNFbwcMKsaVd2ND0j6OEETem6 +luiHBD2cYNUXzPhJT9DDCXr+8ChtHUEPJ5jCTnRu+5WghwtIzaK1VZUEPVzA +pT2bNaKcoIcLuldX05RDBD1c0L9nX6wkj6CHCz5yaJ4PZBP0cIFjzvpX+i0E +PVwg3eTXwX1B0MMNZUWuJYmpBD3coLuvKD26gqCHGxaS3KjoRIIebsjXOuc0 +xRH0cMP4qD3Lq2MJerhhaWLtzrwIgh4eKJomPVMzhaCHB7hL6UebGYIeHth1 +J/NQ5CSCHh5YnbUydr+YoIcHnrQbRs0SDXt4oGfx+ZwGXoYeXnj0uj+58q0M +PbxgW3Wtc2ufDD28sPJV5pTCLhl6eIGzXJ1fbJChhxemt8XsaG+VoYcXzKv4 +OsmfMvQQ0fgwl3pDvQy/p4iOUe9uhpzhXUyLKsNjbra+i/cJoKXHssdXjR3e +pTS98NyF0aekuBO6/eyx4nL18K6gheobkR0qKf7fKrpmcYn5ljsQ9yl0do0k +MKN3eA+nlW2ZyRNbA+n/GbMIcg== + "]]}, { + Hue[0.9060679774997897, 0.6, 0.6], + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], + Line[CompressedData[" +1:eJw103tQVFUcB/AlZVaZhkxW1ETUVUcUX2MoKqzf6wN5KAWID2o1wEDaCjHK +NRl5WFgIuvHKB6WCpqYsSiaSozmwmjppaiE+a0TxwSi1sI9z7j7bvZ7zm7lz +5/vP9/7O+cwdlb42KeMVmUyW7Xm875djhKG9LKD+OMF4ta7VEmLE+ZAL1d17 +CJKag4ufJxoROm/lro7tBHmKhuiOjUYMWll9flchwYEcld+t/UbciCvf9lsu +wdUr3jFCrgigi7MIrCHeQiPsj20zF64iGOFpaw7uwWupBwzhSwliOjZ6Gnuw +qu+wypx4gnXeupwedEc/3Xp0IcHuXd7pQeKTWHu7QGCweAt7kBZdtkoRSfAi +0btgD8SZP7coZxJI6yl6sbl2yNrWMII53jpVLxqKzx/Pm0aQKU0vVgT5xumn +EnhPq9b14tKioj83TSGQjtvcC0fk6FKFJ0vrdfSidviL4BmeLNX5mVAVn1x+ +x5PflMaEhO2hRVZPn3R9ahOyDp4NKvZ8TzpusQkXJ8UG5nv2kdZrMOHpiAU+ +r4YTSHW3TFiyX5CRWQQvPcz4YO/ki3IV9zDDZ1a1pkbgHmao+gS9lbeAe5hR +qM049VcM9zBD0CTvVMVzDzOez9K0P07kHmZou05mi8u4hwXX+v++er6ae1hw +rFQ/SpfGPSxY+DBkbsQa7mGBPCmyNOBjAun6Wi2oyE13KnK5hwWdwetbIj/n +HlZMNX//tLmAe1hxQpacMXYL97Aie7k8qqOM4Bup0Iq6zy5Zv67kHlYkrHxU +mbebe1jhmB7uWlrLPQienDAs0x7mHgS+8ysX6Y9xD4Iuv86J1ibuQRAdcjM9 +4VfuQZCR2vTh6Qvcg6B2bfvdaVe5B0Vj4PvLm9u4B0WMPqcm9j73oLiZsOzT +QZ3cg2Jb3XT96efcg4LWCXOzTNyDYlLYzj7xdu5B4WzTol8fyjxEJDt19dSP +Mg8RmRVbqrsHUkh1OSKOpi0ubXqDMg8Rl74zDPxJSZmHiPEltwzHJlDmIaLi +I3V3wzTKPGxIyV7/RcFsyjxsWLNvzrmCeZR52JBv3bOjII4yDxtKwh35+UmU +edhw8O/V/+W9Q/FQ8rBBefU9jTadMg87mk1zN+RoKMIkDzsi3MrDmZ9Q5mGH +/8lMXYrnnl562LGgJOqIdjNlHnaoqtZdTt9KmYcdujH6zbEVlHk40LW9rCh0 +N2UeDvhGp6zvV0eZhwN3Vrfp/Y9Q5uFAjPzZ/geNlHk40DR4wJn6XyjzcECT +lDy6toUyDwf+Pac8nXqZezihH/26YegN7uGEcnbfONtt7uHE5MLa8h8ecA8n +fEOm39c+4x5OnPq2Ua8wcg8nHPdsA28T7uFCzZKS6xlu7uHCC3vL2aFykXm4 +sKc++58d/iLzcMF+M6UtIlBkHi5EHY54+ONwkXm4kPo2yVWNFZmHG2tGRvjV +TBSZhxstPlPuDQ8TmYcbdzfVHNBEiMzDjao/rmXenycyDzecB2OChsSJzMON +xsI03YZEkXnIhK4if1xfIbL7lAlZgYca9+3luZ+g/tI+4VGjnZ1ngFA07MwO +y2MHywrhSvy4kZ2HnCwPEaJ8RqRWhrpYDhImRA2Oe3eri/3fI4VxnV/JW2/w +rBROLi5Xa/u7WR4jDFuS3uE7w43/ASTkd58= + "]]}, { + Hue[0.1421359549995791, 0.6, 0.6], + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.772079, 0.431554, 0.102387], + Dashing[{Small, Small}]], + Line[CompressedData[" +1:eJw103tQVHUUB/CVMWDUARwYA9vf714EhjcpiGkQ54eOj6JEIBAER0h59JCH +ORgYMGBgoyBFtSJiWoAV0CpGCJshuyFGQaQDrArEIOUjRGzf742987tn5s6d +8893zjmf+Xm+lRefaScQCNIXP9t/YrYwQPSGAo503Dg57OhJsrhSQNED+VSQ +liW1MrVfWq0CJl7MerJ+kiXduHIurlsBzlsb38/4hSUzxW7i7TMKkNXP71vb +zpJl8qb8V5Yp4c7BqL8KRCwJ40oJrgnZX5nLWZLGBSph47x7TkcuS2xpuFIJ +OZN+E3lpLFkMW0xUwv7QhKfZMSzh4uRKKBs6Gh0RwRIBVyoYNPqfPBXIEn8u +UAUeA9VRM0KWxHMDqsA5Zy5+0oklR23jFatg+fjSUskSljTb4ppUsPHikkN9 +jxkyPGQrFUyPsUtX3WKIxs8WqAK5hyRY0cMQhhtQDaK8vSWdTQzZwS2sBk9o +n+qtYUiBLS5fDWXPOgs8ixjScMZWaqgKP9BOMhnCnU+mBmfF20Er4xnyxLbu +nBp26+S1HwNDuPHcNNDzqmRbYAhDorgDasD/OWXNqJChHhrwDcbO9SsY8gkX +qIEvpY4BCSZMPTQwcEK14DGPqYcG/hzy/vr3KUw9tHC8OqniwxFMPbSgGg50 +aJBi6qGFf1VjwUwnph5aiD/UH+PwDaYeWrBzbXbY2YCphxZWzHbGLdRg6qGD +cS/J3oflmHroQFz67bnQQkw9dJD32cX+5Hcx9dDBjNf375B0TD108Gh/yURB +IqYeOqjYI+k8HIOphw6Kc1enr4vG1EMP0y8ELfS8hKmHHqqutLWVh2DCxeXr +YfDK8ccmb0w99HA+tkAaKcTUQw9Pj0k/+tEVUw89yFMr3sxcjqmHASadL41J +7TD1MMDal3/uvmdA1MMAuxxb6nyUiHoYYE9V6+SFOUQ9DLC7egMT8zci9zkP +A1R7/adZM4WohxHOCrucfMcRWc95GGGzItozaQRRDyP8VlavFf+KqIcRFp7d +neuSIephhKnE0XP7riHqYQRGf1cS0oWohwkGrMcivS4j6mECSYbAN7IVUQ8T +/GMsf2RuRtTDBGIX4YW084h6mOD+yCmHqTOIephg5vYqjd0XiHqYICylwb6/ +FlEPM/SmiFOaTyDqYQZ7n8+DfasQ9TBDnVtu3ZZyRD3MgFvWiQQliHqYYXri +bHTSB4h6mKFwZET22mFEPSxgenBrtTwPUQ8LhPzhdVrwHu9hgeIIUYA0m/ew +QN/1+S3oAO9hgWtVu4ad03kPC1z9ri+uMY33sEKrOLG1N5n3sEKqU+zxokTe +wwqNNxsuDcbxHlb4qV2vuLyT97CCaLTUPjiG97DC0EHVRNQO3kNAXp9P3ZC5 +lb+ngISf/sFiCeB7R9KRaX7eahDSfVxIrizWxX0zv58bqdx0W20W8b07+bRN +0aJ4yPdCcvN6Rlh5KP++WXJj5abp5CN8v4Zsu3enIu0q33sTn6xwt1kFJv8D +b13HRA== + "]]}, { + Hue[0.37820393249936934`, 0.6, 0.6], + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]], + Line[CompressedData[" +1:eJw103lQ1GUcx/FVlITCE+GXMqhJDioQIqIg+HlkMVHw2AVFBfGEIBUhhBA8 +cJUjAcH1Lo8xTA3TDGiiwjudvK9QRshcC0lM3GXvu9/+5Pud2dl5//Od53le +8xuxfK00padIJMrgf47/t6PEg4YFWLmPY6OTKi9rfZVo6m5pg3fRK4kSD7u7 +wP3MdEW+EmkB3x4N4ftYZoTr42olLGtiXV34vn3LMUq46Beub9nLMZ2vY6ES +Tlmd6YV8D+O3NXir0HvzN6+kfEcr8vmNKmy+f6iHYQ/HshzrMlW4IJcFHuL7 +ywOOUeHm2ZS8SL6vaB0LVZCf/lP+y26O/SdxHFCFAmeuLYhv4XjuXWh5GlrV +vItjUxzrIrqwvXN3oA/fqcJ04Xj8qdGH5Bxz3Dapsgvnhi1e5MG3cN2GLpy4 +N0i1fCfHhOMpuhA19dbL76s4JqxzVaNp3tYoayXHxgujRn3CeVEM38LzJalR +NSPG+8AOjgnXLVJDkas/2F7BMeF4Z9QonZsrduVbWPdYjQEdhwv9yzn21kOD +suBkycYy8tDAN7Lz4NHt5KFBWsTQTde+IA8NxB2DJRdLyUODgfHR+S9KyEOD +xPqXIW4l5KFBSIZ3pEsxeWgxNuzDEc5F5KFFranxfsA28tAisLY1yH8reWjh +/kKW4ifjmPB8l7WoCWtL89tCHlrUtU8M9y8kDx0GdCoqem0mDx0m1bwa/s4m +8tDhhMKl4NkGjlUJC3U43//CjX8KyEMHWcGQ0RfzyUOHUcEzx11bTx56hJjv +VlbnkYceiellItnn5KGHHxcmW5ZLHnr8kVU3KDKHPPS4P+1u3ch15KFHSY10 +mXM2eRjQ8iZgaEcWeRgw4c60Z3cyycMA7TGPnPK15GHAqkF9srMzyMOAWUU5 +eYlryMMA6XeLL3qtJg8DGkUSvfMq8jDC++itczfSycMIcc2WR5VpHBPWZRrx +OvajpRs/IQ8jzmsfdkalkocR8jHeN91SyMMIj5el6scryMOE91Jft11fTh4m +xGy7krd3GXmY8HR1z7iVS8nDBI+/SrLHLyEPE1YUxzc7JXPsueBhwpNxIYVN +SeRhRsLlsvSTiRwLFjzMCM9vk29YRB5mLGm/YJIsJA8zjkyQbndaQB5mtD7v +LW+ZTx5mNO7c+rB+HnlY8FXhqVmV8eRhwdrfttg+jSMPC5IG7tk3UkoeFtTu +2tHcQ0IeFsQFBcQq5pCHBW4+6iGHZ5OHBdU+kwcXziIPK/Z3HIlYEUseVgy8 +VBfkE0MeVoz6++tml5nkYcWMq2n7bkeThxX5Xj/X/zidPKx4V5wUsuFj8rBh +7Ma+V1OnkYcN2e1ip8Ao8rBh7pgEq5eYPGz4QZqp/HcqedgQ+qtxTjMjDxtK +5itVx0EedtjPvDm7fwp52OG5d7Y5PYI87DBcT3BPDicPOxIGp4uCJpOHHSdz +qtf4hpGHHX7hM7W2SeQhYoF7erQ+mkjvKWI9m5qj3fyp+7B1u+PKzE88u+/T +n/XSXX/Q7zS1O/v9fUXfS3Jqjt0Tt9YqZdRezPWnUA+n9Z7d3/dw9sKY61n+ +GfUHrDgt+HloBrUPu7k6syJ2lSf7H0x/FJE= + "]]}}, {{ + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.5, 0, 0.5], + Dashing[{0, Small, Small, Small}]]}, { + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]]}, { + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.772079, 0.431554, 0.102387], + Dashing[{Small, Small}]]}, { + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]]}}, {{ + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.5, 0, 0.5], + Dashing[{0, Small, Small, Small}]]}, { + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]]}, { + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.772079, 0.431554, 0.102387], + Dashing[{Small, Small}]]}, { + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[ + 0.368417, 0.506779, + 0.709798]]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}}, {{ + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.5, 0, 0.5], + Dashing[{0, Small, Small, Small}]]}, { + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]]}, { + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.772079, 0.431554, 0.102387], + Dashing[{Small, Small}]]}, { + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[ + 0.368417, 0.506779, + 0.709798]]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}}}, \ +{{}, {}}}, {DisplayFunction -> Identity, GridLines -> {Automatic, + Charting`ScaledTickValues[{Log, Exp}]}, DisplayFunction -> Identity, + DisplayFunction -> Identity, DisplayFunction -> Identity, + DisplayFunction -> Identity, AspectRatio -> GoldenRatio^(-1), + Axes -> {False, False}, AxesLabel -> {None, None}, + AxesOrigin -> {0.810416666666667, 1.0986122886681098`}, DisplayFunction :> + Identity, Frame -> {{True, True}, {True, True}}, + FrameLabel -> {{ + "\!\(\*SubscriptBox[\(\[Rho]\), \(Res\)]\) for \!\(\*SubscriptBox[\(\ +\[Tau]\), \(sub\)]\)", None}, {"q", None}}, FrameStyle -> Directive[ + GrayLevel[0], Bold, 20], FrameTicks -> {{ + Charting`ScaledTicks[{Log, Exp}], + Charting`ScaledFrameTicks[{Log, Exp}]}, {Automatic, Automatic}}, + GridLines -> { + Automatic, {1.6094379124341003`, 2.302585092994046, 3.912023005428146, + 4.605170185988092, 6.214608098422191, 6.907755278982137, + 8.517193191416238}}, GridLinesStyle -> Directive[ + GrayLevel[0.5, 0.4]], ImageSize -> Large, LabelStyle -> Directive[ + GrayLevel[0], Bold, 13], + Method -> { + "OptimizePlotMarkers" -> True, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Exp[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Exp[#]& )[ + Part[#, 2]]}& )}}, PlotRange -> {{0.810416666666667, 10.1}, { + Log[3], + Log[5000]}}, PlotRangeClipping -> True, PlotRangePadding -> {{ + Scaled[0.02], + Scaled[0.02]}, {0, 0}}, Ticks -> {Automatic, + Charting`ScaledTicks[{Log, Exp}]}}], + Placed[ + Unevaluated[ + LineLegend[{ + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.5, 0, 0.5], + Dashing[{0, Small, Small, Small}]], + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.772079, 0.431554, 0.102387], + Dashing[{Small, Small}]], + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]]}, { + "\!\(\*SubscriptBox[\(\[Rho]\), \(330\)]\): \!\(\*SubscriptBox[\(t\), \ +\(0\)]\)=15 M", + "\!\(\*SubscriptBox[\(\[Rho]\), \(221\)]\): \!\(\*SubscriptBox[\(t\), \ +\(0\)]\)=10 M", + "\!\(\*SubscriptBox[\(\[Rho]\), \(210\)]\): \!\(\*SubscriptBox[\(t\), \ +\(0\)]\)=15 M", + "\!\(\*SubscriptBox[\(\[Rho]\), \(440\)]\): \!\(\*SubscriptBox[\(A\), \ +\(R\)]\)~0.1 M"}, + LegendMarkers -> {{False, Automatic}, {False, Automatic}, { + False, Automatic}, {False, Automatic}}, + Joined -> {True, True, True, True}, LabelStyle -> Directive[ + GrayLevel[0], Bold, 13], LegendLayout -> {"Column", 4}]], {0.53, + 1.0001}, Identity]]& ], + AutoDelete->True, + Editable->True, + SelectWithContents->False, + Selectable->True]], "Output", + CellChangeTimes->{ + 3.798805158087945*^9, {3.798805196766074*^9, 3.798805245202682*^9}, { + 3.798805307178288*^9, 3.79880533192472*^9}, {3.79880539171964*^9, + 3.798805407940846*^9}, 3.798805441733983*^9, {3.7988054738919373`*^9, + 3.798805482047963*^9}, {3.798805533602316*^9, 3.798805542419759*^9}, { + 3.798805587035644*^9, 3.798805590969095*^9}, {3.7988056963820677`*^9, + 3.798805707213492*^9}, {3.7988057443906593`*^9, 3.798805823271131*^9}, { + 3.798805885074257*^9, 3.798805961267631*^9}, {3.798805993457693*^9, + 3.7988060438366003`*^9}, 3.7988063644957323`*^9, 3.799987826746323*^9, + 3.7999878570756893`*^9, 3.799987933876079*^9, 3.7999879935565033`*^9, + 3.799988151001852*^9, {3.799988314447031*^9, 3.799988331115342*^9}, { + 3.799988397758788*^9, 3.7999884119761677`*^9}, 3.799988456612269*^9, + 3.799991002536338*^9, {3.7999910845549173`*^9, 3.799991096859562*^9}, + 3.799991144081962*^9}, + CellLabel-> + "Out[1165]=",ExpressionUUID->"5fa4fc7a-3c0f-4e5c-8f1e-d27b1d9ea2ed"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"Export", "[", + RowBox[{ + RowBox[{"ExportDir", "<>", "\"\<Resolvability_tau.pdf\>\""}], ",", "lp"}], + "]"}]], "Input", + CellChangeTimes->{{3.798807908804771*^9, 3.79880792852024*^9}, { + 3.7999875060607843`*^9, 3.799987522714511*^9}, {3.799988446858865*^9, + 3.799988447192471*^9}}, + CellLabel-> + "In[1105]:=",ExpressionUUID->"18eb66fe-9c48-41a0-9250-b1ca807dfaa8"], + +Cell[BoxData["\<\"/Users/xisco/git/rdstackingproject/plots/Resolvability_tau.\ +pdf\"\>"], "Output", + CellChangeTimes->{ + 3.7988079320378313`*^9, {3.799987511644061*^9, 3.799987523667961*^9}, + 3.799988459254353*^9}, + CellLabel-> + "Out[1105]=",ExpressionUUID->"bdc71ec0-94c8-4813-b13b-c7dfcf5e18c6"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"lp", "=", + RowBox[{"ListLogPlot", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{"qpints", ",", + RowBox[{ + RowBox[{"Sqrt", "[", "2", "]"}], + RowBox[{ + RowBox[{"\[Sigma]\[Tau]", "[", + RowBox[{ + "f330f", ",", " ", "q330tab", " ", ",", "f220f", ",", "q220tab", + ",", + RowBox[{"1", "/", "Ar330"}]}], "]"}], "/", + RowBox[{"(", + RowBox[{ + RowBox[{"Sqrt", "[", "f220f", "]"}], " ", + RowBox[{"Abs", "[", + RowBox[{"(", + RowBox[{"\[Tau]220tab", "-", "\[Tau]330tab"}], ")"}], "]"}]}], + ")"}]}]}]}], "}"}], "]"}], ",", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{"qpints", ",", + RowBox[{ + RowBox[{"Sqrt", "[", "2", "]"}], + RowBox[{ + RowBox[{"\[Sigma]\[Tau]", "[", + RowBox[{ + "f221f", ",", " ", "q221tab", " ", ",", "f220f", ",", "q220tab", + ",", + RowBox[{"1", "/", "Ar221"}]}], "]"}], "/", + RowBox[{"(", + RowBox[{"Abs", "[", + RowBox[{"(", + RowBox[{"\[Tau]220tab", "-", "\[Tau]221tab"}], ")"}], "]"}], + ")"}]}]}]}], "}"}], "]"}], ",", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{"qpints", ",", + RowBox[{ + RowBox[{"\[Sigma]\[Tau]", "[", + RowBox[{ + "f210f", ",", " ", "q210tab", " ", ",", "f220f", ",", "q220tab", + ",", + RowBox[{"1", "/", "Ar210"}]}], "]"}], "/", + RowBox[{"(", + RowBox[{ + RowBox[{"Sqrt", "[", + RowBox[{"2", " ", "f220f"}], "]"}], + RowBox[{"Abs", "[", + RowBox[{"(", + RowBox[{"\[Tau]220tab", "-", "\[Tau]210tab"}], ")"}], "]"}]}], + ")"}]}]}], "}"}], "]"}], ",", "\[IndentingNewLine]", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{"qpints", ",", + RowBox[{ + RowBox[{"Sqrt", "[", "2", "]"}], + RowBox[{ + RowBox[{"\[Sigma]\[Tau]", "[", + RowBox[{ + "f440f", ",", " ", "q440tab", " ", ",", "f220f", ",", "q220tab", + ",", + RowBox[{"1", "/", "0.1"}]}], "]"}], "/", + RowBox[{"(", + RowBox[{ + RowBox[{"Sqrt", "[", "f220f", "]"}], + RowBox[{"Abs", "[", + RowBox[{"(", + RowBox[{"\[Tau]220tab", "-", "\[Tau]440tab"}], ")"}], "]"}]}], + ")"}]}]}]}], "}"}], "]"}]}], "}"}], ",", + RowBox[{"PlotRange", "\[Rule]", + RowBox[{"{", + RowBox[{"All", ",", + RowBox[{"{", + RowBox[{"3", ",", "600"}], "}"}]}], "}"}]}], ",", + RowBox[{"Joined", "\[Rule]", "True"}], ",", + RowBox[{"PlotStyle", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"Directive", "[", + RowBox[{"Purple", ",", "DotDashed"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{"colors", "[", + RowBox[{"[", "3", "]"}], "]"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "6", "]"}], "]"}], ",", "Dashed"}], "]"}], ",", + RowBox[{"colors", "[", + RowBox[{"[", "1", "]"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{"colors", "[", + RowBox[{"[", "1", "]"}], "]"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "3", "]"}], "]"}], ",", "Dashed"}], "]"}], ",", + RowBox[{"colors", "[", + RowBox[{"[", "4", "]"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "4", "]"}], "]"}], ",", "Dashed"}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"colors", "[", + RowBox[{"[", "4", "]"}], "]"}], ",", "Dashed"}], "]"}]}], "}"}]}], + ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"PlotLegends", "\[Rule]", + RowBox[{"Placed", "[", + RowBox[{ + RowBox[{"LineLegend", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + "\"\<\!\(\*SubscriptBox[\(\[Rho]\), \(330\)]\): \!\(\*SubscriptBox[\ +\(t\), \(0\)]\)=15 M\>\"", ",", + "\"\<\!\(\*SubscriptBox[\(\[Rho]\), \(221\)]\): \ +\!\(\*SubscriptBox[\(t\), \(0\)]\)=10 M\>\"", ",", + "\"\<\!\(\*SubscriptBox[\(\[Rho]\), \(210\)]\): \ +\!\(\*SubscriptBox[\(t\), \(0\)]\)=15 M\>\"", ",", + "\"\<\!\(\*SubscriptBox[\(\[Rho]\), \(440\)]\): \ +\!\(\*SubscriptBox[\(A\), \(R\)]\)~0.1 M\>\""}], "}"}], ",", + RowBox[{"LegendLayout", "\[Rule]", + RowBox[{"{", + RowBox[{"\"\<Column\>\"", ",", "4"}], "}"}]}]}], "]"}], ",", + RowBox[{"{", + RowBox[{"0.53", ",", "1.0001"}], "}"}]}], "]"}]}], ",", + RowBox[{"FrameLabel", "->", + RowBox[{"{", + RowBox[{ + "\"\<q\>\"", ",", + "\"\<\!\(\*SubscriptBox[\(\[Rho]\), \(Res\)]\) for \!\(\*SubscriptBox[\ +\(\[Tau]\), \(sub\)]\)\>\""}], "}"}]}], ",", + RowBox[{"ImageSize", "\[Rule]", "Large"}], ",", + RowBox[{"Frame", "\[Rule]", "True"}], ",", + RowBox[{"FrameStyle", "->", + RowBox[{"Directive", "[", + RowBox[{"Black", ",", "Bold", ",", "20"}], "]"}]}], ",", + RowBox[{"LabelStyle", "->", + RowBox[{"Directive", "[", + RowBox[{"Black", ",", "Bold", ",", "13"}], "]"}]}], ",", + RowBox[{"GridLines", "\[Rule]", "Automatic"}], ",", + RowBox[{"Axes", "\[Rule]", "False"}], ",", + RowBox[{"Joined", "\[Rule]", "True"}]}], "]"}]}]], "Input", + CellChangeTimes->CompressedData[" +1:eJxTTMoPSmViYGAQA2IQvZs7zGSp7xtHxikhpiDaQ/yED4jems+QDKJLv4Wm +g+jZXzKyQPSfN4sKQfQ9gYMtIHrNsuAuEJ3pyjsZRF9J+TANRCt1RswE0Tkz +NeaC6JqZ95aD6IPXnqwF0VvO5hwG0cfEuk+B6LrmLedBtIwi/xMQPWGBI5gW +9eC69Mz/jWPXZJnHIHq69oJvIDrc8BCY3nD0JM9zIJ1lGsQHok/KfhUC0T+Z +s8VB9LzHL2VA9J62/2D6BetaTRDN9PElmL4he8sQRBfx3TAC0YeetVuB6N3b +LO1B9K5TG5xB9IW37zxB9MNL931B9GVbvkAQvTlvSwSILvXsSQTRXaEFaSBa +OMk5E0QDAHoYvm4= + "], + CellLabel-> + "In[1135]:=",ExpressionUUID->"e64cc31c-ea3f-44b3-adef-155fe217d554"], + +Cell[BoxData[ + TemplateBox[{ + "Power","infy", + "\"Infinite expression \\!\\(\\*FractionBox[\\\"1\\\", \\\"0.`\\\"]\\) \ +encountered.\"",2,1135,165,19648445566244506411,"Local"}, + "MessageTemplate"]], "Message", "MSG", + CellChangeTimes->{ + 3.799988631240365*^9, {3.79998869335319*^9, 3.799988730466444*^9}, { + 3.799988769009779*^9, 3.799988816325624*^9}, {3.799988847413059*^9, + 3.799988873011074*^9}, {3.79998893409333*^9, 3.799989004921118*^9}, { + 3.799989039154203*^9, 3.799989066904451*^9}}, + CellLabel-> + "During evaluation of \ +In[1135]:=",ExpressionUUID->"543ad54a-5889-49a4-98c1-da775ea204ee"], + +Cell[BoxData[ + TemplateBox[{ + "Power","infy", + "\"Infinite expression \\!\\(\\*FractionBox[\\\"1\\\", \\\"0.`\\\"]\\) \ +encountered.\"",2,1135,166,19648445566244506411,"Local"}, + "MessageTemplate"]], "Message", "MSG", + CellChangeTimes->{ + 3.799988631240365*^9, {3.79998869335319*^9, 3.799988730466444*^9}, { + 3.799988769009779*^9, 3.799988816325624*^9}, {3.799988847413059*^9, + 3.799988873011074*^9}, {3.79998893409333*^9, 3.799989004921118*^9}, { + 3.799989039154203*^9, 3.799989066917018*^9}}, + CellLabel-> + "During evaluation of \ +In[1135]:=",ExpressionUUID->"c0641c66-2419-453b-9ea9-d3c0cc81db60"], + +Cell[BoxData[ + TagBox[ + GraphicsBox[{InsetBox[ + GraphicsBox[{{{}, {{{}, {}, + {RGBColor[0.5, 0, 0.5], PointSize[0.007333333333333334], + AbsoluteThickness[1.6], Dashing[{0, Small, Small, Small}], + LineBox[CompressedData[" +1:eJw10wlMU3ccwPHKPAh9r++9tlYEJ4eQ6FDnQLzL76+I4NgidDKZc/EK4hgq +gnRMVFCkCji8JuFyHtXhmDLnhnifoAhsRBwzGo85N4c4hJ6vd9e+/PwlTfNL +Xr/5/98nDVmxTpXmIxKJMjwf73dN2NSI+LoBUDyGCxsqRpJfO7wzANqytLSo +Vn9iHrtk9w3TACzY0pR5hfUnQcWvks+N1oFsRtf+TPUIkvBso7whXgcTbBum +BugUZL3S7742SweVk3U5jnwFqa7yjg7UX3dOqJcpyE2TN6iD2asheWvjcPKf +p1b8Sgcx64Jbe5YOJ56Yp6iH7K7Anxq54STGm1PqYZDh9lq4IyerhNFDylVz +6zyNnHgO5wnqob50X1tvvJx4a8nn9PDZKE1uBi0nwvGe6UGTNFS17Q8ZEXJ+ +Blgd3Z/ceVRGooQxQOHji/ud62VkiRA0wN2S7qyWWBkRrltsgHg/9aSXI2RE +OF6DAQ50B+8a9FpKhNx9A/T1dbRxt6REJIwRzpqmLwo9LCXjhKARqg+2Pfoh +X0pUwgGNYP/47p2rqVKSL1zYCDX7jixnp0rJMW9O63k+LumdFwopehghL3/0 +QwvPoYcRvnr7X5fPQw49TKBVZdSGXubQwwRKNqxDfYRDDxNEPu6YtVvDoYcJ +JOU7uPJMjgiv74YJ/u48ELnqIw49TMA5+UrxTA49zMDsZJpjx3DoYYaiJPG2 +lRSHHmaoigj8xcfMkj1C0AyK+cpe9Z8sephh3oxx4sXtLHqYoZniw32aWPTg +YSKv6PXTsujBwzPx4oLa3Sx68CCqe3Tt9CYWPXiIEge8np3BogcP+edjte+n +sujBw23r3Lst81j0sMDvRUFnG6JZ9LCAonLNA1E4ix4WKGyNG10mZ9HDAl0n +Q4q0g1n0sEB87Pb0yF4GPSxgObapJq+dQQ8LGD6Eb5tPMehhhUnX/UOW7mHQ +wwqBNZW3q3MYIuSyrDBt1hm+dRGDHlao1d85GD2LQQ8rVEwQy6JCGPSwQsI/ +QWsvDWXQwwb94KoM7ZOghw3Kej7Z2XhPgh42yLmit9y6IEEPGxR/kfZIdVSC +HjbYEpSuSimVkL8EDxtkyFNOtGVL0MMOjcv9Fv74qYRMFjzscEJn1rvnStDD +DjKNOuH8RAl62MF3SrFY4y9BD8/vT55xDntLgh52OPdNXNPLPho9HNCphM1j +H9Do4YC9jp5T15tp9HDAxq0X8lacptHDAb1kftr3tTR6OGCNbLs6toRGDwes +T7w/52kujR6e/r2ElJErafRwgtE3V3Y4iUYPJ2yOfp45JoZGDyekuph+5Xga +PZzA7NX6qAJo9HDCByUDDyy+NHo4IZtft7GCp9DDBbfulVy68YJCDxeMSI9U +Pu+m0MMFg5vn5JW3UOjhAujmqyMaKfRwwcNN9e0LjlPo4YIpYRuurTxAoYcb ++hNbEuzFFHq4oUtbfqhQTaGHG967XB+jSafQww305IInX6ZS6OEG+bvT6l7M +p9DDDWx4TRvMpNBDREohPaJ9PIXvU0QKji+bNKNOjLsvKb0pTQo85Iv3YUmR ++UkDmzAMdzlZVta04+muobj7kzbn576RAW/2USRuYeqVxN+G4P87mPycLc8M +q3qzh5Kcqqz+xOw3exj57uj0i8aFQ8j/3IAAXA== + "]]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[ + 0.007333333333333334], AbsoluteThickness[1.6], + LineBox[CompressedData[" +1:eJw10wtMU1cYB/BKMAJ2gASHY4LKRBkIjliJm8L/DjVOiLqCr01MiMBwirMa +IqiTzOIjYqaIzghbMD6Kk022zAwV8UUVWCz4BCeCs+IjopC+n+ecrr2ce5Kb +5ktu/v2+87vfpDUbswr8ZDLZd97H9zt8DBAKMh/MmUPxcc7BFmuct75Qvqws +niLrYvTut0oDztz98KvNkRTbwxsW6LcZcOht9q54OcVpVWrQo1MGLHq8ZNEK +D0GHzncMKD9570KfmcAW5ws0oKT4kqP7DcEEb9rFaCP2D60pb39G8IV+mzfR +iCdVj7NGPCbY5ItTGfFttyZjzn2CmmrfMaKjOOByoY5Aa/UFGtHXlRGtaSN4 +p/Q1aMSWts07z2sJxPbCTWDTHyVlXydI88WlmhAfXq6SXyX4RjwmdNVrA9Oa +CXzT5hw0YV4PqoIvE4jjXjSh9LY+Q9NEILanNyHq9/qnrd5ajAsyI7Q3TLnO ++/4M8ZihGz8g7PXmideXY8YLxfe9Y73/J46724z05lHdwd5+xPYazMhr8Lvx +SwuBGPfIjDvJnmt7bxEMe1jwMnFwz7F2wj0s2NGWHT/NO/+whwVNh3rek98l +3MMCMnJySf5Dwj0saHaErez8V/KwoLA97uiWPsnDAnNJcVLFc8nDisxj+z56 ++FrysCIhskg/YVDysOKG6rVMZ5I8rCh/5so47SAQr6/FihC/SVc0TPKwIvec +YmeHP+UeNpxT55xZOJpyDxumHwyLbRxDuYcNAy9v+W8eR1EpBtoQ7b+38YMJ +lHvYoHt7Ils+hXIPG0pvWq+8mka5hx1r0tXvBygo97BDfU85Om025R525Fef +fLcnnXIPO7SNh2P0Cyn3sEM/VJyQqaTcw44odqRGu5JyDwcSNTERC3Ol/XDg +5uzpq3oKpf1wQPlfuKJuo7QfDgQmW4oyS6T9cKA42SNzllHu4cDZluXavj2U +eziwNS/Fc+wA5R5O3N2/uGjfUco9nOifOH9ZWS2FGKdyYqohKHNBHeUeTsxL +UN9Pb6DcwwlNxNFyoZFyDyeC3ZHncFXycKGLKOaGtkoeLvQn0bLQTsnDBfeu +1StCuyUPF0a2NqWFPJU8XIgpivlD/oriuejhwvFV0fEBQ5KHGwq1bNYIG4VC +9HDjwo/6QjuVPNyomBu7ZGAk4x5uXI/wXxcQzLiHG00xn+wzj2Xcww35+fXp +PVGMexAURGV+3hzLuAfBzq6IlOpExj0IlpmqNhyfybgHwc2f6vI2pTLuQZBc +17k9dT7jHgSvnoX1Jy9i3INg/WL9VuNSxj0o4v+6o67PYdyDora9JXB/PuMe +FL8F5ypTihj3oFA3mn8OKGbcw/tdxqo2aLYz7kFRuu7S/bXljHswRDxfUGmr +YNyDYW3FDzvqqxj3YIicnVgbV8O4B0Np/rgjuhOMezDcSHGd+Ows4x4MvX1/ +z+j8k3EPD/obnP8keN8b9vAgrXKwpuEa4x4eLJd/ne9ulTw8GLP6wJQNnZKH +B1tnjur9tUvy8CAxZOKSwD7JQyYUhHaw3BfSfcqEF6cLNiUneHgdIBQFrrZe +qpUJw/OECp6lVxK0s0bwOlyYPGTa2FQt1eMEfdtQSNUTqR4vPHgz4G8L8hOG +93uikPXpqbyzSVIdI1QPTg3elSHVkwWdqvLL27l+wv9XHX3Q + "]]}, + {RGBColor[0.772079, 0.431554, 0.102387], PointSize[ + 0.007333333333333334], AbsoluteThickness[1.6], + Dashing[{Small, Small}], LineBox[CompressedData[" +1:eJw10wlMFGcUB/BFE5elpZ1vZmFXxIIgVpQWWxAJUd5nSsWr6G6xbhoIFgWp +V/HCCtGKCBpL1S4pKmIwrK0ilnisrRADFrdVkFKbQr2qAuIBgrD3wR7dnbx5 +yWTyksk/732/b6Zkf6XMGScSidZ5H997/8Ko2deaRiH4ETRtq5xI/+zw1Sh0 +dHb2pCdOpJbpGYdbzaPAHbi8/Xm5nIaVvlJcfUcPW1f1iRa7ZHRhb6G0IVUP +kg911K9ERjfPC7irydfD7fqFQQVyGa067is9fBa6KjqlKZjeMPsC9XDcNlJ+ +MjeYDnnTSl/p4XHNgsbJk4KpN8ybaIDufUUvO7uDaLIvbp4Bvph1gy08GkRz ++TLApIvaHQWZQdQ7nDfQAFXWDvkv7wZRX5riqgG+Ge41LrJIKT9erwGu7f90 +WeQtKeXjAozwW/yG3X3VUhrHlxFGlx/sSdgmpRl8oBEOw7Ohh59IKb9uqRFO +ZE4bqYyWUn68BiPYaw/NvyOWUj7urhHidiWcuv6CoyK+TKBeYvP8dIuj0Xyg +CRpPTplxtJ6jSn5AE2ySZ6nvHeZoEb+wCbpl/f6vtnP0tC9OY4Kk4KLTezM4 +9DCBbVZB29QUDj1MsPzQkzTVexx6mCHu2ZOVW2Qcephh51/zN7f7cehhhs3O +Sfmlwyx6mGH68o9yXfdZyh9fqxlWX/n89bSbLHqYIZ3dU2vVsuhhAcuI/xy3 +hkUPCwyN5Cv8Klj0sMD8NFtkdAlLj/CBFhislJclb2XRwwIN6SHj161h0cMC +661PswtWsOhhhV9Vl5TlqSx6WEG5v+nNt5NY9LBC+52Yb+0xLHpYoVJbHp4a +zqKHFZbpLucbORY9rNBaHPalQ8yihw1amwaTVE6CHjaofbFlhURP0MMGp6N0 +RTXPCXrYYLRUFzL8kKCHDexdcvW+vwl62KAt9ECJ9SZBDxvsDBz4OKSZoIcd +qqsT9ewVgh52aJdc/WPxeUL5uHw7qCRHImI0BD3scDE6643/qgh62OHIZPW/ +OjVBDzvkDq7V9B8k6OGAtnXXYs/sJejhgMmKJfbYIoIeDtjo6Kob3ErQwwFn +mySN3RsIejhAHN/x80gOoX28hwMMCUsj52QR9BiDVYW21nMqQuN5jzGod85c +sEhJ0GMM4gYqt5GlBD3GoKV4zlr1AoIeY5C4MTnxHCXoMQaLVWLVyySCHk5Y +ed6vZclswcMJXQlz8/+JFTycUFK9Yl/gTMHDCY7XGc0PogQPJwQdO1TWFi54 +OCHblaJcGyp4OOEWydxZKRM8XJAT+F1zPyt4uOB+vcTw+C3BwwWgPW7PCxA8 +XNCvPTv+5ATBwwXz6pI8WeMEDxfUzd0+47abQQ83yLMjd+kcDHq44WDA1ylr +rAx6uKHtaF7h90YGPdzQbkjYtXqUQQ83yM5sSmsdYtDDDZdm7VDpBhj08EDF +1OETyucMengg8MbuY3ufMujhAY391NLkHgY9vN9LfkytesSghwcau/zLih8w +6OGBiNXr68T3GPQQ0R8i4kNquxk8TxG9oCjXV7QIvT+98Hjc+5Irwj4M7cnO +c2qDhfsmpeoPYrQ1u4VeTn/XaVvqHwl9KI1SmEomxAn/dzgtu959PWeP0EfQ +iniNWHFT6KfSY2ElLaX+HP0fLX8LXw== + "]]}, + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[ + 0.007333333333333334], AbsoluteThickness[1.6], + LineBox[CompressedData[" +1:eJw103lQlHUYB/CNYMYhXsURGVTkNPJWUhQw+v4iXRAoU0aSS4OwFFTWJTAW +WBASlfusVMrxnBwVAmTcCZkJzDG8SB2DKA/U0sBg74N3d2n31eeZ2dn5/vOd +5/l95vVNzdyw1UEkEu2y/ez/L0eJpdjdldTIsXlJ1T26uUqY2hc6bbblDQqv +fSPrlRjZEd+XYst5bs0RQzIl6iIHHf1s+aQkzLn/hBLl4lXHnzZw7OYN+yiR +6B7beMaW9XPthUqkv85r59uyt61N4aXCpeiqbdp6jkUOyWyNKuxp+SNCZsu7 +7XUSFeK/1mxysOXDh+yjAu/YUl5Rx7HLOnuhCl3OZ7bfreXYi/X2BVWojhbv +9bRlYT03NXr6f/jnXA3H3rXXhakhbun26ajm2GfCqDFL5F3uaMv2a5Oq1eiy +5Go3VnFMOFehRoU+uDOtkmPCekNqZHVFtGVXcEyoc9Yg6sWJGwfKObZMGA1y +69vM35VxTHi+JA0GRzqDOg5yTDh3nwZ3rsRl3DrAMWG9Zg1UZ/NcT+/nmFDX +r8GkBTK+sJRjLz20qD96OejoPvLQYjDobGzBV+ShxfAhp8bkEvLQoij0aJ5l +L3locco9fMbjIvLQIvX8O4pfC8lDi/ux4tJMOXno8MYod9GjgDx0qDv5aZlT +Pnno8LOz2K9dRh46PKsutqbmckx4vh4dcsvSp0//kjx0+KtWntybQx56uF/0 +voRs8tBDqqg9YMwiDz1EDaUPs6QcqxEK9ahKSOICd5OHHutmILg1kzz0sEbf +PiHdRR4GRMx2LzLsIA8DRu+qr8szyMOA+pxH8knp5GHAOX1HTcM28jBAkZ9v +8vucPAww+IS0tm8lDyOcmwp+FKeRhxF95gdjf6aShxG/mQM8VqaQhxGSXIvT +7S3kYURw3qPZOzeThxEtGdMf9CWRhxHqm5ZcSSJ5mBB4R4KBePIwoax28Hj4 +Jo4JdRITvri3SP1vHHmY4Lk4PDB+I3mY8MS9yXQtljxMuFpwZDU2kMc4drhe +wNhH5DGOkV9S3t62jjzGIY3xb3jyAXmMY3VHxZaUGPIYx/HhusqhKI49FjzG +wXsMeaStJQ8eF24l8M8jOLZc8OBx5ZvkJRIxefBwWbqqxbSaPHgkzvK6/uH7 +5MFjuPh7j/vvkQePaInPsZ2MPMy499z1ExHIw4yq7pB1jWHkYYZEWx1gWEUe +ZuyRJp+vCSUPM/aXzIxbGEIeZny74LXmxpXkYcZo5E99QSvIwwL+WqfjwHLy +sEDsNbU5chl5WODbkIixQPKwoClY3pu2lDwsWJC66+SUJeRhgWG0mz+4iDys +cC6UTw5ZSB5WzPx91EcxnzysUByZmpAxjzysUB8KnDb2FnlYcWrNaMrpAPKw +omitS+viN8ljAlEDNxyH/cljAlPmdA7k+JHHBGSlMr8VvuQxgUHps+1Xvclj +AtNkMw6XeZHHBApVbI3PbPIQsZ3+Uihm0XuKWPZ535X3JlOexFLOSByaOlxe +3ePK0jtLwoarKLuxgLblCXFFlD1YSSS/6Wk+ZU8W4/1x5TG5y6vv24f1Pvy7 +taeYsh/zdbtU+d9+ynOYYTA0MLPShf0P0ggXDg== + "]]}}, { + {RGBColor[0.5, 0, 0.5], PointSize[0.007333333333333334], + AbsoluteThickness[1.6], Dashing[{0, Small, Small, Small}]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[ + 0.007333333333333334], AbsoluteThickness[1.6]}, + {RGBColor[0.772079, 0.431554, 0.102387], PointSize[ + 0.007333333333333334], AbsoluteThickness[1.6], + Dashing[{Small, Small}]}, + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[ + 0.007333333333333334], AbsoluteThickness[1.6]}}, { + {RGBColor[0.5, 0, 0.5], PointSize[0.007333333333333334], + AbsoluteThickness[1.6], Dashing[{0, Small, Small, Small}]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[ + 0.007333333333333334], AbsoluteThickness[1.6]}, + {RGBColor[0.772079, 0.431554, 0.102387], PointSize[ + 0.007333333333333334], AbsoluteThickness[1.6], + Dashing[{Small, Small}]}, + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[ + 0.007333333333333334], AbsoluteThickness[ + 1.6]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}}, { + {RGBColor[0.5, 0, 0.5], PointSize[0.007333333333333334], + AbsoluteThickness[1.6], Dashing[{0, Small, Small, Small}]}, + {RGBColor[0.560181, 0.691569, 0.194885], PointSize[ + 0.007333333333333334], AbsoluteThickness[1.6]}, + {RGBColor[0.772079, 0.431554, 0.102387], PointSize[ + 0.007333333333333334], AbsoluteThickness[1.6], + Dashing[{Small, Small}]}, + {RGBColor[0.368417, 0.506779, 0.709798], PointSize[ + 0.007333333333333334], AbsoluteThickness[ + 1.6]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}}}, {{}, \ +{}}}, {}}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->{False, False}, + AxesLabel->{None, None}, + AxesOrigin->{0.810416666666667, 1.0986122886681098`}, + DisplayFunction->Identity, + Frame->{{True, True}, {True, True}}, + FrameLabel->{{ + FormBox[ + "\"\\!\\(\\*SubscriptBox[\\(\[Rho]\\), \\(Res\\)]\\) for \ +\\!\\(\\*SubscriptBox[\\(\[Tau]\\), \\(sub\\)]\\)\"", TraditionalForm], + None}, { + FormBox["\"q\"", TraditionalForm], None}}, + FrameStyle->Directive[ + GrayLevel[0], Bold, 20], + FrameTicks->FrontEndValueCache[{{ + Charting`ScaledTicks[{Log, Exp}], + Charting`ScaledFrameTicks[{Log, Exp}]}, { + Automatic, Automatic}}, {{{{1.6094379124341003`, + FormBox["5", TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {2.302585092994046, + FormBox["10", TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {3.912023005428146, + FormBox["50", TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {4.605170185988092, + FormBox["100", TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {6.214608098422191, + FormBox["500", TraditionalForm], {0.01, 0.}, { + AbsoluteThickness[0.1]}}, {0., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.6931471805599453, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.0986122886681098`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.3862943611198906`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.791759469228055, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.9459101490553132`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.0794415416798357`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.1972245773362196`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.995732273553991, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.4011973816621555`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.6888794541139363`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {4.0943445622221, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {4.248495242049359, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {4.382026634673881, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {4.499809670330265, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {5.298317366548036, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {5.703782474656201, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {5.991464547107982, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {6.396929655216146, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {6.551080335043404, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {6.684611727667927, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {6.802394763324311, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {6.907755278982137, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7.003065458786462, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7.090076835776092, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7.170119543449628, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7.24422751560335, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7.313220387090301, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7.3777589082278725`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}}, {{1.6094379124341003`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {2.302585092994046, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {3.912023005428146, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {4.605170185988092, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {6.214608098422191, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.01, 0.}, { + + AbsoluteThickness[0.1]}}, {0., + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {0.6931471805599453, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.0986122886681098`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.3862943611198906`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.791759469228055, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {1.9459101490553132`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.0794415416798357`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.1972245773362196`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {2.995732273553991, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.4011973816621555`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {3.6888794541139363`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {4.0943445622221, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {4.248495242049359, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {4.382026634673881, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {4.499809670330265, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {5.298317366548036, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {5.703782474656201, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {5.991464547107982, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {6.396929655216146, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {6.551080335043404, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {6.684611727667927, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {6.802394763324311, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {6.907755278982137, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7.003065458786462, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7.090076835776092, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7.170119543449628, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7.24422751560335, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7.313220387090301, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}, {7.3777589082278725`, + FormBox[ + TemplateBox[{0., 0.}, "Spacer2"], TraditionalForm], {0.005, 0.}, { + AbsoluteThickness[0.1]}}}}, {Automatic, Automatic}}], + GridLines->FrontEndValueCache[{Automatic, + Charting`ScaledTickValues[{Log, Exp}]}, { + Automatic, {{1.6094379124341003`, + Directive[ + AbsoluteThickness[0.1]]}, {2.302585092994046, + Directive[ + AbsoluteThickness[0.1]]}, {3.912023005428146, + Directive[ + AbsoluteThickness[0.1]]}, {4.605170185988092, + Directive[ + AbsoluteThickness[0.1]]}, {6.214608098422191, + Directive[ + AbsoluteThickness[0.1]]}}}], + GridLinesStyle->Directive[ + GrayLevel[0.5, 0.4]], + ImageSize->Large, + LabelStyle->Directive[ + GrayLevel[0], Bold, 13], + Method->{ + "OptimizePlotMarkers" -> True, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Exp[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Exp[#]& )[ + Part[#, 2]]}& )}}, + PlotLabel->None, + PlotRange->NCache[{{0.810416666666667, 10.1}, { + Log[3], + Log[600]}}, {{0.810416666666667, 10.1}, {1.0986122886681098`, + 6.396929655216146}}], + PlotRangeClipping->True, + PlotRangePadding->{{ + Scaled[0.02], + Scaled[0.02]}, {0, 0}}, + Ticks->{Automatic, + Charting`ScaledTicks[{Log, Exp}]}], Scaled[{0.5, 0.5}], Center, + Scaled[{1, 1}]], InsetBox[ + TemplateBox[{ + "\"\\!\\(\\*SubscriptBox[\\(\[Rho]\\), \\(330\\)]\\): \ +\\!\\(\\*SubscriptBox[\\(t\\), \\(0\\)]\\)=15 M\"", + "\"\\!\\(\\*SubscriptBox[\\(\[Rho]\\), \\(221\\)]\\): \ +\\!\\(\\*SubscriptBox[\\(t\\), \\(0\\)]\\)=10 M\"", + "\"\\!\\(\\*SubscriptBox[\\(\[Rho]\\), \\(210\\)]\\): \ +\\!\\(\\*SubscriptBox[\\(t\\), \\(0\\)]\\)=15 M\"", + "\"\\!\\(\\*SubscriptBox[\\(\[Rho]\\), \\(440\\)]\\): \ +\\!\\(\\*SubscriptBox[\\(A\\), \\(R\\)]\\)~0.1 M\""}, + "LineLegend", + DisplayFunction->(FormBox[ + StyleBox[ + StyleBox[ + PaneBox[ + TagBox[ + GridBox[{{ + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.5, 0, 0.5], + Dashing[{0, Small, Small, Small}]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.5, 0, 0.5], + Dashing[{0, Small, Small, Small}]], {}}}, AspectRatio -> + Full, ImageSize -> {40, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"], + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], {}}}, + AspectRatio -> Full, ImageSize -> {40, 10}, + PlotRangePadding -> None, ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #2}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"], + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.772079, 0.431554, 0.102387], + Dashing[{Small, Small}]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.772079, 0.431554, 0.102387], + Dashing[{Small, Small}]], {}}}, AspectRatio -> Full, + ImageSize -> {40, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #3}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"], + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]], { + LineBox[{{0, 10}, {40, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]], {}}}, + AspectRatio -> Full, ImageSize -> {40, 10}, + PlotRangePadding -> None, ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #4}}, + GridBoxAlignment -> { + "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, + AutoDelete -> False, + GridBoxDividers -> { + "Columns" -> {{False}}, "Rows" -> {{False}}}, + GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}}, + GridBoxSpacings -> { + "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"]}}, + GridBoxAlignment -> {"Columns" -> {{Left}}, "Rows" -> {{Top}}}, + AutoDelete -> False, + GridBoxItemSize -> { + "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, + GridBoxSpacings -> {"Columns" -> {{1}}, "Rows" -> {{0}}}], + "Grid"], Alignment -> Left, AppearanceElements -> None, + ImageMargins -> {{5, 5}, {5, 5}}, ImageSizeAction -> + "ResizeToFit"], LineIndent -> 0, StripOnInput -> False], { + Directive[ + GrayLevel[0], Bold, 13], FontFamily -> "Arial"}, Background -> + Automatic, StripOnInput -> False], TraditionalForm]& ), + Editable->True, + InterpretationFunction:>(RowBox[{"LineLegend", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.007333333333333334`", "]"}], + ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.5, 0, 0.5], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[0.33333333333333337`, 0., 0.33333333333333337`], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.5`", ",", "0", ",", "0.5`"}], "]"}], + NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.5, 0, 0.5]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.5, 0, 0.5], Editable -> False, Selectable -> + False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"0", ",", "Small", ",", "Small", ",", "Small"}], + "}"}], "]"}]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.007333333333333334`", "]"}], + ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.560181, 0.691569, 0.194885], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.37345400000000006`, 0.461046, 0.12992333333333334`], + FrameTicks -> None, PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.560181`", ",", "0.691569`", ",", "0.194885`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.560181, 0.691569, 0.194885]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.560181, 0.691569, 0.194885], Editable -> False, + Selectable -> False]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.007333333333333334`", "]"}], + ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.772079, 0.431554, 0.102387], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.5147193333333333, 0.28770266666666666`, + 0.06825800000000001], FrameTicks -> None, + PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.772079`", ",", "0.431554`", ",", "0.102387`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.772079, 0.431554, 0.102387]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.772079, 0.431554, 0.102387], Editable -> False, + Selectable -> False], ",", + RowBox[{"Dashing", "[", + RowBox[{"{", + RowBox[{"Small", ",", "Small"}], "}"}], "]"}]}], "]"}], + ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.007333333333333334`", "]"}], + ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + RGBColor[0.368417, 0.506779, 0.709798], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> + RGBColor[ + 0.24561133333333335`, 0.3378526666666667, + 0.4731986666666667], FrameTicks -> None, PlotRangePadding -> + None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"RGBColor", "[", + RowBox[{"0.368417`", ",", "0.506779`", ",", "0.709798`"}], + "]"}], NumberMarks -> False]], Appearance -> None, + BaseStyle -> {}, BaselinePosition -> Baseline, + DefaultBaseStyle -> {}, ButtonFunction :> + With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + RGBColor[0.368417, 0.506779, 0.709798]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["RGBColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + RGBColor[0.368417, 0.506779, 0.709798], Editable -> False, + Selectable -> False]}], "]"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{#, ",", #2, ",", #3, ",", #4}], "}"}], ",", + RowBox[{"LegendMarkers", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}], ",", + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}], ",", + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}], ",", + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}]}], "}"}]}], ",", + RowBox[{"Joined", "\[Rule]", + RowBox[{"{", + RowBox[{"True", ",", "True", ",", "True", ",", "True"}], + "}"}]}], ",", + RowBox[{"LabelStyle", "\[Rule]", + RowBox[{"Directive", "[", + RowBox[{ + InterpretationBox[ + ButtonBox[ + TooltipBox[ + GraphicsBox[{{ + GrayLevel[0], + RectangleBox[{0, 0}]}, { + GrayLevel[0], + RectangleBox[{1, -1}]}, { + GrayLevel[0], + RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> + "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, + FrameStyle -> GrayLevel[0.], FrameTicks -> None, + PlotRangePadding -> None, ImageSize -> + Dynamic[{ + Automatic, 1.35 CurrentValue["FontCapHeight"]/ + AbsoluteCurrentValue[Magnification]}]], + StyleBox[ + RowBox[{"GrayLevel", "[", "0", "]"}], NumberMarks -> + False]], Appearance -> None, BaseStyle -> {}, + BaselinePosition -> Baseline, DefaultBaseStyle -> {}, + ButtonFunction :> With[{Typeset`box$ = EvaluationBox[]}, + If[ + Not[ + AbsoluteCurrentValue["Deployed"]], + SelectionMove[Typeset`box$, All, Expression]; + FrontEnd`Private`$ColorSelectorInitialAlpha = 1; + FrontEnd`Private`$ColorSelectorInitialColor = + GrayLevel[0]; + FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; + MathLink`CallFrontEnd[ + FrontEnd`AttachCell[Typeset`box$, + FrontEndResource["GrayLevelColorValueSelector"], { + 0, {Left, Bottom}}, {Left, Top}, + "ClosingActions" -> { + "SelectionDeparture", "ParentChanged", + "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> + Automatic, Method -> "Preemptive"], + GrayLevel[0], Editable -> False, Selectable -> False], ",", + "Bold", ",", "13"}], "]"}]}], ",", + RowBox[{"LegendLayout", "\[Rule]", + RowBox[{"{", + RowBox[{"\"Column\"", ",", "4"}], "}"}]}]}], "]"}]& )], Scaled[ + {0.53, 1.0001}], ImageScaled[{0.5, 0}], + BaseStyle->{FontSize -> Larger}, + FormatType->StandardForm]}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->False, + AxesLabel->{None, None}, + AxesOrigin->{0.810416666666667, 1.0986122886681098`}, + DisplayFunction->Identity, + Frame->False, + FrameLabel->{{ + FormBox[ + "\"\\!\\(\\*SubscriptBox[\\(\[Rho]\\), \\(Res\\)]\\) for \ +\\!\\(\\*SubscriptBox[\\(\[Tau]\\), \\(sub\\)]\\)\"", TraditionalForm], + None}, { + FormBox["\"q\"", TraditionalForm], None}}, + FrameStyle->Directive[ + GrayLevel[0], Bold, 20], + FrameTicks->{{ + Charting`ScaledTicks[{Log, Exp}], + Charting`ScaledFrameTicks[{Log, Exp}]}, {Automatic, Automatic}}, + ImagePadding->All, + ImageSize->Large, + LabelStyle->Directive[ + GrayLevel[0], Bold, 13], + Method->{ + "OptimizePlotMarkers" -> True, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Exp[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Exp[#]& )[ + Part[#, 2]]}& )}}, + PlotLabel->None, + PlotRange->Automatic, + PlotRangeClipping->False, + PlotRangePadding->{{ + Scaled[0.02], + Scaled[0.02]}, {0, 0}}, + Ticks->{Automatic, + Charting`ScaledTicks[{Log, Exp}]}], + InterpretTemplate[Legended[ + Graphics[{{}, {{{}, {}, { + Hue[0.67, 0.6, 0.6], + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.5, 0, 0.5], + Dashing[{0, Small, Small, Small}]], + Line[CompressedData[" +1:eJw10wlMU3ccwPHKPAh9r++9tlYEJ4eQ6FDnQLzL76+I4NgidDKZc/EK4hgq +gnRMVFCkCji8JuFyHtXhmDLnhnifoAhsRBwzGo85N4c4hJ6vd9e+/PwlTfNL +Xr/5/98nDVmxTpXmIxKJMjwf73dN2NSI+LoBUDyGCxsqRpJfO7wzANqytLSo +Vn9iHrtk9w3TACzY0pR5hfUnQcWvks+N1oFsRtf+TPUIkvBso7whXgcTbBum +BugUZL3S7742SweVk3U5jnwFqa7yjg7UX3dOqJcpyE2TN6iD2asheWvjcPKf +p1b8Sgcx64Jbe5YOJ56Yp6iH7K7Anxq54STGm1PqYZDh9lq4IyerhNFDylVz +6zyNnHgO5wnqob50X1tvvJx4a8nn9PDZKE1uBi0nwvGe6UGTNFS17Q8ZEXJ+ +Blgd3Z/ceVRGooQxQOHji/ud62VkiRA0wN2S7qyWWBkRrltsgHg/9aSXI2RE +OF6DAQ50B+8a9FpKhNx9A/T1dbRxt6REJIwRzpqmLwo9LCXjhKARqg+2Pfoh +X0pUwgGNYP/47p2rqVKSL1zYCDX7jixnp0rJMW9O63k+LumdFwopehghL3/0 +QwvPoYcRvnr7X5fPQw49TKBVZdSGXubQwwRKNqxDfYRDDxNEPu6YtVvDoYcJ +JOU7uPJMjgiv74YJ/u48ELnqIw49TMA5+UrxTA49zMDsZJpjx3DoYYaiJPG2 +lRSHHmaoigj8xcfMkj1C0AyK+cpe9Z8sephh3oxx4sXtLHqYoZniw32aWPTg +YSKv6PXTsujBwzPx4oLa3Sx68CCqe3Tt9CYWPXiIEge8np3BogcP+edjte+n +sujBw23r3Lst81j0sMDvRUFnG6JZ9LCAonLNA1E4ix4WKGyNG10mZ9HDAl0n +Q4q0g1n0sEB87Pb0yF4GPSxgObapJq+dQQ8LGD6Eb5tPMehhhUnX/UOW7mHQ +wwqBNZW3q3MYIuSyrDBt1hm+dRGDHlao1d85GD2LQQ8rVEwQy6JCGPSwQsI/ +QWsvDWXQwwb94KoM7ZOghw3Kej7Z2XhPgh42yLmit9y6IEEPGxR/kfZIdVSC +HjbYEpSuSimVkL8EDxtkyFNOtGVL0MMOjcv9Fv74qYRMFjzscEJn1rvnStDD +DjKNOuH8RAl62MF3SrFY4y9BD8/vT55xDntLgh52OPdNXNPLPho9HNCphM1j +H9Do4YC9jp5T15tp9HDAxq0X8lacptHDAb1kftr3tTR6OGCNbLs6toRGDwes +T7w/52kujR6e/r2ElJErafRwgtE3V3Y4iUYPJ2yOfp45JoZGDyekuph+5Xga +PZzA7NX6qAJo9HDCByUDDyy+NHo4IZtft7GCp9DDBbfulVy68YJCDxeMSI9U +Pu+m0MMFg5vn5JW3UOjhAujmqyMaKfRwwcNN9e0LjlPo4YIpYRuurTxAoYcb ++hNbEuzFFHq4oUtbfqhQTaGHG967XB+jSafQww305IInX6ZS6OEG+bvT6l7M +p9DDDWx4TRvMpNBDREohPaJ9PIXvU0QKji+bNKNOjLsvKb0pTQo85Iv3YUmR ++UkDmzAMdzlZVta04+muobj7kzbn576RAW/2USRuYeqVxN+G4P87mPycLc8M +q3qzh5Kcqqz+xOw3exj57uj0i8aFQ8j/3IAAXA== + "]]}, { + Hue[0.9060679774997897, 0.6, 0.6], + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], + Line[CompressedData[" +1:eJw10wtMU1cYB/BKMAJ2gASHY4LKRBkIjliJm8L/DjVOiLqCr01MiMBwirMa +IqiTzOIjYqaIzghbMD6Kk022zAwV8UUVWCz4BCeCs+IjopC+n+ecrr2ce5Kb +5ktu/v2+87vfpDUbswr8ZDLZd97H9zt8DBAKMh/MmUPxcc7BFmuct75Qvqws +niLrYvTut0oDztz98KvNkRTbwxsW6LcZcOht9q54OcVpVWrQo1MGLHq8ZNEK +D0GHzncMKD9570KfmcAW5ws0oKT4kqP7DcEEb9rFaCP2D60pb39G8IV+mzfR +iCdVj7NGPCbY5ItTGfFttyZjzn2CmmrfMaKjOOByoY5Aa/UFGtHXlRGtaSN4 +p/Q1aMSWts07z2sJxPbCTWDTHyVlXydI88WlmhAfXq6SXyX4RjwmdNVrA9Oa +CXzT5hw0YV4PqoIvE4jjXjSh9LY+Q9NEILanNyHq9/qnrd5ajAsyI7Q3TLnO ++/4M8ZihGz8g7PXmideXY8YLxfe9Y73/J46724z05lHdwd5+xPYazMhr8Lvx +SwuBGPfIjDvJnmt7bxEMe1jwMnFwz7F2wj0s2NGWHT/NO/+whwVNh3rek98l +3MMCMnJySf5Dwj0saHaErez8V/KwoLA97uiWPsnDAnNJcVLFc8nDisxj+z56 ++FrysCIhskg/YVDysOKG6rVMZ5I8rCh/5so47SAQr6/FihC/SVc0TPKwIvec +YmeHP+UeNpxT55xZOJpyDxumHwyLbRxDuYcNAy9v+W8eR1EpBtoQ7b+38YMJ +lHvYoHt7Ils+hXIPG0pvWq+8mka5hx1r0tXvBygo97BDfU85Om025R525Fef +fLcnnXIPO7SNh2P0Cyn3sEM/VJyQqaTcw44odqRGu5JyDwcSNTERC3Ol/XDg +5uzpq3oKpf1wQPlfuKJuo7QfDgQmW4oyS6T9cKA42SNzllHu4cDZluXavj2U +eziwNS/Fc+wA5R5O3N2/uGjfUco9nOifOH9ZWS2FGKdyYqohKHNBHeUeTsxL +UN9Pb6DcwwlNxNFyoZFyDyeC3ZHncFXycKGLKOaGtkoeLvQn0bLQTsnDBfeu +1StCuyUPF0a2NqWFPJU8XIgpivlD/oriuejhwvFV0fEBQ5KHGwq1bNYIG4VC +9HDjwo/6QjuVPNyomBu7ZGAk4x5uXI/wXxcQzLiHG00xn+wzj2Xcww35+fXp +PVGMexAURGV+3hzLuAfBzq6IlOpExj0IlpmqNhyfybgHwc2f6vI2pTLuQZBc +17k9dT7jHgSvnoX1Jy9i3INg/WL9VuNSxj0o4v+6o67PYdyDora9JXB/PuMe +FL8F5ypTihj3oFA3mn8OKGbcw/tdxqo2aLYz7kFRuu7S/bXljHswRDxfUGmr +YNyDYW3FDzvqqxj3YIicnVgbV8O4B0Np/rgjuhOMezDcSHGd+Ows4x4MvX1/ +z+j8k3EPD/obnP8keN8b9vAgrXKwpuEa4x4eLJd/ne9ulTw8GLP6wJQNnZKH +B1tnjur9tUvy8CAxZOKSwD7JQyYUhHaw3BfSfcqEF6cLNiUneHgdIBQFrrZe +qpUJw/OECp6lVxK0s0bwOlyYPGTa2FQt1eMEfdtQSNUTqR4vPHgz4G8L8hOG +93uikPXpqbyzSVIdI1QPTg3elSHVkwWdqvLL27l+wv9XHX3Q + "]]}, { + Hue[0.1421359549995791, 0.6, 0.6], + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.772079, 0.431554, 0.102387], + Dashing[{Small, Small}]], + Line[CompressedData[" +1:eJw10wlMFGcUB/BFE5elpZ1vZmFXxIIgVpQWWxAJUd5nSsWr6G6xbhoIFgWp +V/HCCtGKCBpL1S4pKmIwrK0ilnisrRADFrdVkFKbQr2qAuIBgrD3wR7dnbx5 +yWTyksk/732/b6Zkf6XMGScSidZ5H997/8Ko2deaRiH4ETRtq5xI/+zw1Sh0 +dHb2pCdOpJbpGYdbzaPAHbi8/Xm5nIaVvlJcfUcPW1f1iRa7ZHRhb6G0IVUP +kg911K9ERjfPC7irydfD7fqFQQVyGa067is9fBa6KjqlKZjeMPsC9XDcNlJ+ +MjeYDnnTSl/p4XHNgsbJk4KpN8ybaIDufUUvO7uDaLIvbp4Bvph1gy08GkRz ++TLApIvaHQWZQdQ7nDfQAFXWDvkv7wZRX5riqgG+Ge41LrJIKT9erwGu7f90 +WeQtKeXjAozwW/yG3X3VUhrHlxFGlx/sSdgmpRl8oBEOw7Ohh59IKb9uqRFO +ZE4bqYyWUn68BiPYaw/NvyOWUj7urhHidiWcuv6CoyK+TKBeYvP8dIuj0Xyg +CRpPTplxtJ6jSn5AE2ySZ6nvHeZoEb+wCbpl/f6vtnP0tC9OY4Kk4KLTezM4 +9DCBbVZB29QUDj1MsPzQkzTVexx6mCHu2ZOVW2Qcephh51/zN7f7cehhhs3O +Sfmlwyx6mGH68o9yXfdZyh9fqxlWX/n89bSbLHqYIZ3dU2vVsuhhAcuI/xy3 +hkUPCwyN5Cv8Klj0sMD8NFtkdAlLj/CBFhislJclb2XRwwIN6SHj161h0cMC +661PswtWsOhhhV9Vl5TlqSx6WEG5v+nNt5NY9LBC+52Yb+0xLHpYoVJbHp4a +zqKHFZbpLucbORY9rNBaHPalQ8yihw1amwaTVE6CHjaofbFlhURP0MMGp6N0 +RTXPCXrYYLRUFzL8kKCHDexdcvW+vwl62KAt9ECJ9SZBDxvsDBz4OKSZoIcd +qqsT9ewVgh52aJdc/WPxeUL5uHw7qCRHImI0BD3scDE6643/qgh62OHIZPW/ +OjVBDzvkDq7V9B8k6OGAtnXXYs/sJejhgMmKJfbYIoIeDtjo6Kob3ErQwwFn +mySN3RsIejhAHN/x80gOoX28hwMMCUsj52QR9BiDVYW21nMqQuN5jzGod85c +sEhJ0GMM4gYqt5GlBD3GoKV4zlr1AoIeY5C4MTnxHCXoMQaLVWLVyySCHk5Y +ed6vZclswcMJXQlz8/+JFTycUFK9Yl/gTMHDCY7XGc0PogQPJwQdO1TWFi54 +OCHblaJcGyp4OOEWydxZKRM8XJAT+F1zPyt4uOB+vcTw+C3BwwWgPW7PCxA8 +XNCvPTv+5ATBwwXz6pI8WeMEDxfUzd0+47abQQ83yLMjd+kcDHq44WDA1ylr +rAx6uKHtaF7h90YGPdzQbkjYtXqUQQ83yM5sSmsdYtDDDZdm7VDpBhj08EDF +1OETyucMengg8MbuY3ufMujhAY391NLkHgY9vN9LfkytesSghwcau/zLih8w +6OGBiNXr68T3GPQQ0R8i4kNquxk8TxG9oCjXV7QIvT+98Hjc+5Irwj4M7cnO +c2qDhfsmpeoPYrQ1u4VeTn/XaVvqHwl9KI1SmEomxAn/dzgtu959PWeP0EfQ +iniNWHFT6KfSY2ElLaX+HP0fLX8LXw== + "]]}, { + Hue[0.37820393249936934`, 0.6, 0.6], + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]], + Line[CompressedData[" +1:eJw103lQlHUYB/CNYMYhXsURGVTkNPJWUhQw+v4iXRAoU0aSS4OwFFTWJTAW +WBASlfusVMrxnBwVAmTcCZkJzDG8SB2DKA/U0sBg74N3d2n31eeZ2dn5/vOd +5/l95vVNzdyw1UEkEu2y/ez/L0eJpdjdldTIsXlJ1T26uUqY2hc6bbblDQqv +fSPrlRjZEd+XYst5bs0RQzIl6iIHHf1s+aQkzLn/hBLl4lXHnzZw7OYN+yiR +6B7beMaW9XPthUqkv85r59uyt61N4aXCpeiqbdp6jkUOyWyNKuxp+SNCZsu7 +7XUSFeK/1mxysOXDh+yjAu/YUl5Rx7HLOnuhCl3OZ7bfreXYi/X2BVWojhbv +9bRlYT03NXr6f/jnXA3H3rXXhakhbun26ajm2GfCqDFL5F3uaMv2a5Oq1eiy +5Go3VnFMOFehRoU+uDOtkmPCekNqZHVFtGVXcEyoc9Yg6sWJGwfKObZMGA1y +69vM35VxTHi+JA0GRzqDOg5yTDh3nwZ3rsRl3DrAMWG9Zg1UZ/NcT+/nmFDX +r8GkBTK+sJRjLz20qD96OejoPvLQYjDobGzBV+ShxfAhp8bkEvLQoij0aJ5l +L3locco9fMbjIvLQIvX8O4pfC8lDi/ux4tJMOXno8MYod9GjgDx0qDv5aZlT +Pnno8LOz2K9dRh46PKsutqbmckx4vh4dcsvSp0//kjx0+KtWntybQx56uF/0 +voRs8tBDqqg9YMwiDz1EDaUPs6QcqxEK9ahKSOICd5OHHutmILg1kzz0sEbf +PiHdRR4GRMx2LzLsIA8DRu+qr8szyMOA+pxH8knp5GHAOX1HTcM28jBAkZ9v +8vucPAww+IS0tm8lDyOcmwp+FKeRhxF95gdjf6aShxG/mQM8VqaQhxGSXIvT +7S3kYURw3qPZOzeThxEtGdMf9CWRhxHqm5ZcSSJ5mBB4R4KBePIwoax28Hj4 +Jo4JdRITvri3SP1vHHmY4Lk4PDB+I3mY8MS9yXQtljxMuFpwZDU2kMc4drhe +wNhH5DGOkV9S3t62jjzGIY3xb3jyAXmMY3VHxZaUGPIYx/HhusqhKI49FjzG +wXsMeaStJQ8eF24l8M8jOLZc8OBx5ZvkJRIxefBwWbqqxbSaPHgkzvK6/uH7 +5MFjuPh7j/vvkQePaInPsZ2MPMy499z1ExHIw4yq7pB1jWHkYYZEWx1gWEUe +ZuyRJp+vCSUPM/aXzIxbGEIeZny74LXmxpXkYcZo5E99QSvIwwL+WqfjwHLy +sEDsNbU5chl5WODbkIixQPKwoClY3pu2lDwsWJC66+SUJeRhgWG0mz+4iDys +cC6UTw5ZSB5WzPx91EcxnzysUByZmpAxjzysUB8KnDb2FnlYcWrNaMrpAPKw +omitS+viN8ljAlEDNxyH/cljAlPmdA7k+JHHBGSlMr8VvuQxgUHps+1Xvclj +AtNkMw6XeZHHBApVbI3PbPIQsZ3+Uihm0XuKWPZ535X3JlOexFLOSByaOlxe +3ePK0jtLwoarKLuxgLblCXFFlD1YSSS/6Wk+ZU8W4/1x5TG5y6vv24f1Pvy7 +taeYsh/zdbtU+d9+ynOYYTA0MLPShf0P0ggXDg== + "]]}}, {{ + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.5, 0, 0.5], + Dashing[{0, Small, Small, Small}]]}, { + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]]}, { + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.772079, 0.431554, 0.102387], + Dashing[{Small, Small}]]}, { + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]]}}, {{ + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.5, 0, 0.5], + Dashing[{0, Small, Small, Small}]]}, { + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]]}, { + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.772079, 0.431554, 0.102387], + Dashing[{Small, Small}]]}, { + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[ + 0.368417, 0.506779, + 0.709798]]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}}, {{ + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.5, 0, 0.5], + Dashing[{0, Small, Small, Small}]]}, { + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]]}, { + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.772079, 0.431554, 0.102387], + Dashing[{Small, Small}]]}, { + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[ + 0.368417, 0.506779, + 0.709798]]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}}}, \ +{{}, {}}}, {DisplayFunction -> Identity, GridLines -> {Automatic, + Charting`ScaledTickValues[{Log, Exp}]}, DisplayFunction -> Identity, + DisplayFunction -> Identity, DisplayFunction -> Identity, + DisplayFunction -> Identity, AspectRatio -> GoldenRatio^(-1), + Axes -> {False, False}, AxesLabel -> {None, None}, + AxesOrigin -> {0.810416666666667, 1.0986122886681098`}, DisplayFunction :> + Identity, Frame -> {{True, True}, {True, True}}, + FrameLabel -> {{ + "\!\(\*SubscriptBox[\(\[Rho]\), \(Res\)]\) for \!\(\*SubscriptBox[\(\ +\[Tau]\), \(sub\)]\)", None}, {"q", None}}, FrameStyle -> Directive[ + GrayLevel[0], Bold, 20], FrameTicks -> {{ + Charting`ScaledTicks[{Log, Exp}], + Charting`ScaledFrameTicks[{Log, Exp}]}, {Automatic, Automatic}}, + GridLines -> { + Automatic, {1.6094379124341003`, 2.302585092994046, 3.912023005428146, + 4.605170185988092, 6.214608098422191}}, GridLinesStyle -> Directive[ + GrayLevel[0.5, 0.4]], ImageSize -> Large, LabelStyle -> Directive[ + GrayLevel[0], Bold, 13], + Method -> { + "OptimizePlotMarkers" -> True, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Exp[#]& )[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + (Identity[#]& )[ + Part[#, 1]], + (Exp[#]& )[ + Part[#, 2]]}& )}}, PlotRange -> {{0.810416666666667, 10.1}, { + Log[3], + Log[600]}}, PlotRangeClipping -> True, PlotRangePadding -> {{ + Scaled[0.02], + Scaled[0.02]}, {0, 0}}, Ticks -> {Automatic, + Charting`ScaledTicks[{Log, Exp}]}}], + Placed[ + Unevaluated[ + LineLegend[{ + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.5, 0, 0.5], + Dashing[{0, Small, Small, Small}]], + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.560181, 0.691569, 0.194885]], + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.772079, 0.431554, 0.102387], + Dashing[{Small, Small}]], + Directive[ + PointSize[0.007333333333333334], + AbsoluteThickness[1.6], + RGBColor[0.368417, 0.506779, 0.709798]]}, { + "\!\(\*SubscriptBox[\(\[Rho]\), \(330\)]\): \!\(\*SubscriptBox[\(t\), \ +\(0\)]\)=15 M", + "\!\(\*SubscriptBox[\(\[Rho]\), \(221\)]\): \!\(\*SubscriptBox[\(t\), \ +\(0\)]\)=10 M", + "\!\(\*SubscriptBox[\(\[Rho]\), \(210\)]\): \!\(\*SubscriptBox[\(t\), \ +\(0\)]\)=15 M", + "\!\(\*SubscriptBox[\(\[Rho]\), \(440\)]\): \!\(\*SubscriptBox[\(A\), \ +\(R\)]\)~0.1 M"}, + LegendMarkers -> {{False, Automatic}, {False, Automatic}, { + False, Automatic}, {False, Automatic}}, + Joined -> {True, True, True, True}, LabelStyle -> Directive[ + GrayLevel[0], Bold, 13], LegendLayout -> {"Column", 4}]], {0.53, + 1.0001}, Identity]]& ], + AutoDelete->True, + Editable->True, + SelectWithContents->False, + Selectable->True]], "Output", + CellChangeTimes->{ + 3.799988631385356*^9, {3.799988693526799*^9, 3.799988730588513*^9}, { + 3.7999887691330767`*^9, 3.799988816431958*^9}, {3.799988847564766*^9, + 3.799988873142033*^9}, {3.799988934258387*^9, 3.799989005029158*^9}, { + 3.7999890393273697`*^9, 3.7999890670127687`*^9}}, + CellLabel-> + "Out[1135]=",ExpressionUUID->"cf7ed30e-cfaf-4e62-9d13-8e574d7ea64f"] +}, Open ]] +}, Open ]] +}, Open ]] +}, +WindowSize->{808, 836}, +WindowMargins->{{Automatic, 122}, {48, Automatic}}, +FrontEndVersion->"12.0 for Mac OS X x86 (64-bit) (April 8, 2019)", +StyleDefinitions->"Default.nb" +] +(* End of Notebook Content *) + +(* Internal cache information *) +(*CellTagsOutline +CellTagsIndex->{} +*) +(*CellTagsIndex +CellTagsIndex->{} +*) +(*NotebookFileOutline +Notebook[{ +Cell[CellGroupData[{ +Cell[580, 22, 224, 4, 98, "Title",ExpressionUUID->"ebae987a-97f3-43d6-8e8d-db69a6f7c313"], +Cell[807, 28, 245, 4, 30, "Input",ExpressionUUID->"772fb280-3637-4d67-9a02-55c44dc8165e"], +Cell[1055, 34, 308, 7, 35, "Text",ExpressionUUID->"dd455aef-3c07-4023-b8df-73ab29f25044"], +Cell[CellGroupData[{ +Cell[1388, 45, 227, 4, 67, "Section",ExpressionUUID->"bc13a3a4-d5ed-41f3-9604-9a0dded73c7f"], +Cell[CellGroupData[{ +Cell[1640, 53, 162, 3, 54, "Subsection",ExpressionUUID->"f166d715-d1de-48fb-acd4-374a78be5341"], +Cell[CellGroupData[{ +Cell[1827, 60, 304, 6, 72, "Code",ExpressionUUID->"56877143-cdc7-4e73-bf67-00d7581be25e"], +Cell[2134, 68, 949, 18, 70, "Message",ExpressionUUID->"86621785-af15-44ca-bf0a-9554feb42ec5"], +Cell[3086, 88, 673, 14, 70, "Message",ExpressionUUID->"b7f16fb7-bd99-4b3d-a2a1-2c8891f449f5"] +}, Open ]] +}, Closed]], +Cell[CellGroupData[{ +Cell[3808, 108, 187, 3, 38, "Subsection",ExpressionUUID->"831d52fd-1e26-42a5-a850-15ae9b45528e"], +Cell[CellGroupData[{ +Cell[4020, 115, 1469, 31, 224, "Code",ExpressionUUID->"374646f4-59ac-4219-a522-031053a7cccf"], +Cell[5492, 148, 793, 11, 34, "Output",ExpressionUUID->"82b25bbf-e1ea-47ff-b776-72bffc00bc84"], +Cell[6288, 161, 809, 11, 34, "Output",ExpressionUUID->"b2aa8394-8bfc-4edf-8c7d-6d40933c309c"], +Cell[7100, 174, 811, 11, 34, "Output",ExpressionUUID->"19992387-55e4-4e6f-93a4-57ffb9548d12"], +Cell[7914, 187, 815, 11, 34, "Output",ExpressionUUID->"a4f63cdc-3cfc-4fda-95bd-71b20b9e467d"], +Cell[8732, 200, 773, 11, 34, "Output",ExpressionUUID->"1604a5f1-7809-4da2-a4bc-05ec140bc295"] +}, Open ]], +Cell[CellGroupData[{ +Cell[9542, 216, 1108, 26, 148, "Code",ExpressionUUID->"a0324010-844b-4a8c-9339-aff634cca7ed"], +Cell[10653, 244, 1014, 16, 34, "Output",ExpressionUUID->"6bedc708-6bbb-4c99-b9ff-89b28ac5b443"], +Cell[11670, 262, 27047, 713, 34, "Output",ExpressionUUID->"aeaa5baf-2d53-4faa-9a7a-1ee66abe1d06"] +}, Open ]], +Cell[CellGroupData[{ +Cell[38754, 980, 976, 23, 72, "Code",ExpressionUUID->"160a98f6-db7f-41d8-9082-7c465d32638e"], +Cell[39733, 1005, 2666, 52, 530, "Output",ExpressionUUID->"3323638b-b60e-4b31-964d-ee00fd01520d"] +}, Open ]] +}, Closed]], +Cell[CellGroupData[{ +Cell[42448, 1063, 157, 3, 38, "Subsection",ExpressionUUID->"3202dbfe-b87c-4329-93bf-a95423d0778e"], +Cell[42608, 1068, 317, 6, 30, "Input",ExpressionUUID->"7af738e7-6341-43dc-9500-b0e22c131bd5"], +Cell[CellGroupData[{ +Cell[42950, 1078, 410, 11, 30, "Input",ExpressionUUID->"d9b9c755-a8f2-48fd-bbb6-6feae0d27e6c"], +Cell[43363, 1091, 403, 11, 34, "Output",ExpressionUUID->"3eb6bf31-8069-4ae3-a808-208e2c25ec06"] +}, Open ]], +Cell[CellGroupData[{ +Cell[43803, 1107, 901, 24, 30, "Input",ExpressionUUID->"768daf9a-1cd6-49d3-a4c8-f7577bcb4bda"], +Cell[44707, 1133, 991, 25, 34, "Output",ExpressionUUID->"9abd8b3a-d4b7-4218-88f4-636105079151"] +}, Open ]], +Cell[45713, 1161, 266, 5, 30, "Input",ExpressionUUID->"16813d52-4a08-4c3b-b4d9-cf6a7c404040"], +Cell[CellGroupData[{ +Cell[46004, 1170, 1332, 33, 30, "Input",ExpressionUUID->"79b3f4ac-23b5-4bd9-a14e-6a44185c101d"], +Cell[47339, 1205, 1161, 20, 77, "Output",ExpressionUUID->"78bb5154-5944-4294-ae86-bcd4caf38f16"] +}, Open ]], +Cell[48515, 1228, 253, 4, 30, "Input",ExpressionUUID->"4bff1002-cc80-497d-a78f-63685f2d3e92"], +Cell[48771, 1234, 380, 10, 30, "Input",ExpressionUUID->"b0e62724-0116-4f6c-98de-0904f8d188c7"] +}, Closed]] +}, Open ]], +Cell[CellGroupData[{ +Cell[49200, 1250, 156, 3, 67, "Section",ExpressionUUID->"979c8ab4-52f4-488b-95f4-e9c43f4624ef"], +Cell[CellGroupData[{ +Cell[49381, 1257, 2437, 47, 91, "Code",ExpressionUUID->"b9a8334d-da4b-48b6-87d7-d26171f572c6"], +Cell[CellGroupData[{ +Cell[51843, 1308, 652, 11, 44, "Print",ExpressionUUID->"9b920fcb-2c50-4441-a20c-c882319d7e46"], +Cell[52498, 1321, 472, 8, 24, "Print",ExpressionUUID->"de6944d0-5cfe-42bf-8936-bdd49d9194f0"], +Cell[52973, 1331, 470, 8, 24, "Print",ExpressionUUID->"2f1ce847-e339-4877-a348-21882f709daf"], +Cell[53446, 1341, 470, 8, 24, "Print",ExpressionUUID->"2fecaf32-ce44-44df-9c7b-56422a6dba71"] +}, Open ]], +Cell[53931, 1352, 3122, 55, 422, "Output",ExpressionUUID->"4b78bc20-ac63-4796-a336-d925c09ab128"] +}, Open ]], +Cell[CellGroupData[{ +Cell[57090, 1412, 4092, 97, 129, "Code",ExpressionUUID->"87a21a2c-5348-43ca-ade2-29d6cf95f2c1"], +Cell[61185, 1511, 9121, 139, 245, "Output",ExpressionUUID->"5645a3d3-4ef8-4923-b21b-4b8585cf6521"] +}, Open ]], +Cell[CellGroupData[{ +Cell[70343, 1655, 7314, 216, 509, "Code",ExpressionUUID->"a8e448eb-0992-4445-93e8-e9e4a1c952df"], +Cell[CellGroupData[{ +Cell[77682, 1875, 7305, 106, 24, "Print",ExpressionUUID->"cf48e438-600a-496a-a71e-1af31c7efdf8"], +Cell[84990, 1983, 7307, 106, 24, "Print",ExpressionUUID->"5be4f74c-346c-4531-b860-0498e35b2d30"], +Cell[92300, 2091, 8213, 123, 44, "Print",ExpressionUUID->"a6830f1f-6c8f-4046-9c91-738e0d8d0e6f"], +Cell[100516, 2216, 8435, 126, 24, "Print",ExpressionUUID->"ae74ba09-676f-4416-8f9a-34bed6219674"], +Cell[108954, 2344, 8431, 126, 24, "Print",ExpressionUUID->"b5fc516a-7491-49ea-967b-4819e58fe8ef"], +Cell[117388, 2472, 8403, 125, 49, "Print",ExpressionUUID->"ee5f05cc-8d1a-458f-819c-9dbe5b7f78ad"], +Cell[125794, 2599, 8313, 125, 49, "Print",ExpressionUUID->"5a2baddc-ae89-4ca0-b71a-00cbb892a138"], +Cell[134110, 2726, 8443, 126, 24, "Print",ExpressionUUID->"0f26f80b-4cb0-4a10-8111-94f108ffe945"], +Cell[142556, 2854, 8505, 127, 24, "Print",ExpressionUUID->"50c15be9-debb-49de-8f14-175f9ab156dd"], +Cell[151064, 2983, 8260, 122, 24, "Print",ExpressionUUID->"aa6b7b20-a5da-4320-a88f-62d432d6dec4"], +Cell[159327, 3107, 8259, 122, 24, "Print",ExpressionUUID->"814b104d-494c-42fa-92aa-bfd2186ff832"], +Cell[167589, 3231, 11529, 213, 115, "Print",ExpressionUUID->"70555118-6129-408e-be27-9e31a6baca56"] +}, Open ]] +}, Open ]], +Cell[179145, 3448, 1640, 29, 52, "Code",ExpressionUUID->"d9beedf2-ab81-4ad1-859c-abda1eecd2e4"], +Cell[CellGroupData[{ +Cell[180810, 3481, 395, 9, 52, "Code",ExpressionUUID->"18e8dac7-cbdf-4769-b57e-a4ff78292b1e"], +Cell[181208, 3492, 1623, 29, 34, "Output",ExpressionUUID->"f462f821-4212-4a12-ab51-5e3ceb106570"] +}, Open ]], +Cell[CellGroupData[{ +Cell[182868, 3526, 1525, 43, 91, "Code",ExpressionUUID->"f10f7400-c6d3-4720-9f4c-8341bdb2d43e"], +Cell[184396, 3571, 826, 14, 34, "Output",ExpressionUUID->"2c6e4ee3-1a8a-44ea-91e2-8fd57aa7e65d"], +Cell[185225, 3587, 825, 14, 34, "Output",ExpressionUUID->"3dfd10d8-2b58-45e4-acb3-28e7e8f95a34"], +Cell[186053, 3603, 826, 14, 34, "Output",ExpressionUUID->"0d9a2482-a3c5-4108-9c08-2665ecce47af"] +}, Open ]], +Cell[CellGroupData[{ +Cell[186916, 3622, 4225, 103, 102, "Input",ExpressionUUID->"6901138a-123c-4a9a-a17e-5dc69e534fa0"], +Cell[191144, 3727, 26876, 608, 414, "Output",ExpressionUUID->"65f155e4-0764-4c30-a47f-d83e388b617b"] +}, Open ]], +Cell[CellGroupData[{ +Cell[218057, 4340, 376, 8, 30, "Input",ExpressionUUID->"4359d45f-993a-4ef7-9dd4-0d7b3cd77a0c"], +Cell[218436, 4350, 1008, 15, 34, "Output",ExpressionUUID->"d26436ee-d601-4f50-9e69-f1d8b736f9b8"] +}, Open ]] +}, Closed]], +Cell[CellGroupData[{ +Cell[219493, 4371, 159, 3, 53, "Section",ExpressionUUID->"66d535a6-95fa-4cd2-9f23-45dc8600b5e6"], +Cell[219655, 4376, 225, 5, 30, "Input",ExpressionUUID->"b4fab541-fff2-4cf8-8e9f-0c4ed06a2bfb"], +Cell[219883, 4383, 415, 7, 30, "Input",ExpressionUUID->"66bc501b-d793-4896-8a82-5f8be2b57e8a"], +Cell[220301, 4392, 327, 7, 30, "Input",ExpressionUUID->"131f76b2-1a17-4f9d-8338-e72ebfa8e99f"], +Cell[CellGroupData[{ +Cell[220653, 4403, 633, 17, 48, "Input",ExpressionUUID->"145ea971-74fa-4487-87d9-ea611b7cbc00"], +Cell[221289, 4422, 610, 10, 34, "Output",ExpressionUUID->"5f2a7a21-cf75-4a10-b8f1-907b47415982"] +}, Open ]], +Cell[CellGroupData[{ +Cell[221936, 4437, 771, 11, 45, "Subsubsection",ExpressionUUID->"ecf75cca-30cd-43d4-9be0-cffb842f80ee"], +Cell[222710, 4450, 153, 4, 30, "Input",ExpressionUUID->"63748991-676f-4b51-9513-6e6301f33875"], +Cell[CellGroupData[{ +Cell[222888, 4458, 1205, 25, 52, "Code",ExpressionUUID->"a78dffb7-8999-46bc-a665-9ebaf6008f9a"], +Cell[224096, 4485, 3400, 61, 70, "Output",ExpressionUUID->"b9c66922-597f-401e-a8f2-7926a173abea"] +}, Open ]], +Cell[227511, 4549, 5882, 126, 148, "Code",ExpressionUUID->"c0cbb8b7-6099-45b6-b37d-97cf025306da"], +Cell[233396, 4677, 3407, 88, 94, "Input",ExpressionUUID->"addec5cc-ddd1-4a92-b04c-4587a0e3e468"], +Cell[CellGroupData[{ +Cell[236828, 4769, 469, 9, 30, "Input",ExpressionUUID->"ac7b4b3d-3241-4604-8072-e0314060c171"], +Cell[237300, 4780, 4283, 72, 70, "Output",ExpressionUUID->"80f212ea-a8e6-43dd-9cc6-7e86f33abe67"] +}, Open ]], +Cell[241598, 4855, 1368, 35, 30, "Input",ExpressionUUID->"02a89714-1644-4274-acab-512087f8e244"], +Cell[CellGroupData[{ +Cell[242991, 4894, 1616, 42, 52, "Input",ExpressionUUID->"eebace13-a0ae-4a58-bbc6-405078bdf309"], +Cell[244610, 4938, 43971, 738, 70, "Output",ExpressionUUID->"cd05c256-492f-4862-85ca-436a5b043270"] +}, Open ]], +Cell[288596, 5679, 274, 6, 30, "Input",ExpressionUUID->"7340534a-6a82-4a91-8c8e-e7d8fb8419be"], +Cell[288873, 5687, 4491, 83, 157, "Input",ExpressionUUID->"bcc6e4f7-6497-452e-9e9b-519570c159d0"], +Cell[293367, 5772, 5030, 92, 178, "Input",ExpressionUUID->"58d8890e-b628-4b0c-b1f6-9f494bb44289"], +Cell[CellGroupData[{ +Cell[298422, 5868, 1517, 37, 52, "Input",ExpressionUUID->"b230cc14-783d-4228-a83f-d49d063fc887"], +Cell[299942, 5907, 10850, 322, 70, "Output",ExpressionUUID->"80663a8e-be50-40b6-ab8b-0f3bede0bdc8"] +}, Open ]], +Cell[CellGroupData[{ +Cell[310829, 6234, 2118, 59, 52, "Input",ExpressionUUID->"0a14146b-a4cf-48a8-9c7b-82445aca3c4d"], +Cell[312950, 6295, 14460, 357, 70, "Output",ExpressionUUID->"2e9cd689-c6d2-4038-9d72-3d66b62c7aa7"] +}, Open ]], +Cell[327425, 6655, 734, 21, 30, "Input",ExpressionUUID->"0f8180e8-276b-471f-9f12-7c6e2d2b9820"], +Cell[CellGroupData[{ +Cell[328184, 6680, 1933, 42, 140, "Input",ExpressionUUID->"810dbad1-6ca1-4e80-a5e1-a36c24432ada"], +Cell[330120, 6724, 454, 10, 70, "Output",ExpressionUUID->"7b793b44-bd04-4e61-be08-558d3ed43113"], +Cell[330577, 6736, 1117, 26, 70, "Output",ExpressionUUID->"cf61ad0d-c246-4047-a557-4cebc50dbe4e"], +Cell[331697, 6764, 1117, 26, 70, "Output",ExpressionUUID->"729a9872-c892-4005-8333-c771696ea7f6"] +}, Open ]], +Cell[CellGroupData[{ +Cell[332851, 6795, 2500, 60, 140, "Input",ExpressionUUID->"75a171bc-2230-4a85-9852-e197e2235650"], +Cell[335354, 6857, 849, 16, 70, "Output",ExpressionUUID->"1e92a2b2-1030-4901-aa10-d1a5e566e74d"], +Cell[336206, 6875, 1521, 32, 70, "Output",ExpressionUUID->"b9244653-2042-4731-9118-ed594cccd901"], +Cell[337730, 6909, 1521, 32, 70, "Output",ExpressionUUID->"3429bcd7-d40c-4338-ac8f-ad75bc471ac1"] +}, Open ]], +Cell[CellGroupData[{ +Cell[339288, 6946, 2572, 61, 140, "Input",ExpressionUUID->"2c52eaa7-17cf-4b27-955b-85489ada5b79"], +Cell[341863, 7009, 799, 15, 70, "Output",ExpressionUUID->"299e85e6-9334-40ce-9d19-b2fd518c28a7"], +Cell[342665, 7026, 1468, 31, 70, "Output",ExpressionUUID->"ba6e3f55-7da3-4382-9aa3-78e35b58c70f"], +Cell[344136, 7059, 1468, 31, 70, "Output",ExpressionUUID->"6f89fad0-2896-4ef9-8c2a-08080c600cc6"] +}, Open ]], +Cell[CellGroupData[{ +Cell[345641, 7095, 1976, 47, 73, "Input",ExpressionUUID->"e0cca4f6-085b-4875-b404-acfb81334ea6"], +Cell[347620, 7144, 53180, 1112, 70, "Output",ExpressionUUID->"08215bd3-e6db-4a73-9232-4d0de0981b53"] +}, Open ]], +Cell[400815, 8259, 450, 8, 30, "Input",ExpressionUUID->"34e23754-e6ba-478a-9518-52a0a20acdc0"], +Cell[401268, 8269, 829, 20, 30, "Input",ExpressionUUID->"605ca4e2-a88a-435e-bd4c-35e4ff5c2db8"], +Cell[402100, 8291, 1283, 39, 52, "Input",ExpressionUUID->"a3b4638a-b252-4854-bcc5-57f13a8a2040"], +Cell[403386, 8332, 2678, 80, 94, "Input",ExpressionUUID->"ef2a9d60-b56a-45c3-8f1e-9c9e808adf25"], +Cell[406067, 8414, 1845, 53, 84, "Input",ExpressionUUID->"966befb4-6b1b-43a8-913f-38b0276fd80b"], +Cell[407915, 8469, 1962, 56, 84, "Input",ExpressionUUID->"1e3cea1b-7eb5-498a-a82b-bb3dbe195961"], +Cell[409880, 8527, 2011, 56, 84, "Input",ExpressionUUID->"c7a7bc6b-e5f9-47f1-bd84-19c04226c4ec"], +Cell[CellGroupData[{ +Cell[411916, 8587, 2137, 48, 136, "Input",ExpressionUUID->"5ffb47a3-46d0-40e7-bcfd-5f7fab11f3f7"], +Cell[414056, 8637, 2896, 56, 70, "Output",ExpressionUUID->"13ab1f55-2590-44ca-84d8-7ba8aec5a44f"], +Cell[416955, 8695, 1674, 25, 70, "Output",ExpressionUUID->"87ac42fa-b8ff-4171-9e0f-979af8f75edc"], +Cell[418632, 8722, 3133, 61, 70, "Output",ExpressionUUID->"a9fa8e4e-e0fe-4573-a194-87d0d8489a5b"], +Cell[421768, 8785, 3134, 61, 70, "Output",ExpressionUUID->"3b102d38-c034-4bc3-bdb3-84cd22bc02c0"], +Cell[424905, 8848, 3133, 61, 70, "Output",ExpressionUUID->"2dc59bf2-c47e-4d07-a457-da9dd6108025"], +Cell[428041, 8911, 3133, 61, 70, "Output",ExpressionUUID->"ae25fd4b-b2e3-4980-b281-848f65983aed"] +}, Open ]], +Cell[CellGroupData[{ +Cell[431211, 8977, 1415, 33, 94, "Input",ExpressionUUID->"0ca4e1a3-0b45-4f90-9c56-cf5f7bcfa867"], +Cell[432629, 9012, 1972, 44, 70, "Output",ExpressionUUID->"68d693a0-1e7c-4ee8-bd39-b80836881ad8"], +Cell[434604, 9058, 771, 14, 70, "Output",ExpressionUUID->"c7dfc5b7-4488-48bd-88e6-249b482df7ef"], +Cell[435378, 9074, 2242, 50, 70, "Output",ExpressionUUID->"8f3529bf-9a7b-411d-995d-3f37cb675b83"], +Cell[437623, 9126, 2242, 50, 70, "Output",ExpressionUUID->"0f7bca76-37c4-4e2b-a25e-6f5b34930d44"] +}, Open ]], +Cell[CellGroupData[{ +Cell[439902, 9181, 1466, 34, 94, "Input",ExpressionUUID->"3e3902f4-f766-4906-b8e3-826ca883e0e5"], +Cell[441371, 9217, 1939, 44, 70, "Output",ExpressionUUID->"2c6f3740-5bf1-48fe-a3d0-735d9355c4d3"], +Cell[443313, 9263, 738, 13, 70, "Output",ExpressionUUID->"e1b4f301-15df-4b69-9cb4-4a64e83c5622"], +Cell[444054, 9278, 2200, 49, 70, "Output",ExpressionUUID->"76419d24-efc6-487a-93df-a2625c70a7b4"], +Cell[446257, 9329, 2202, 49, 70, "Output",ExpressionUUID->"57987c3b-0377-46fa-958c-dbcf2ca989fb"] +}, Open ]], +Cell[CellGroupData[{ +Cell[448496, 9383, 1234, 27, 30, "Input",ExpressionUUID->"8db671d1-d722-467e-be39-8dd0f3c10927"], +Cell[449733, 9412, 17882, 370, 70, "Output",ExpressionUUID->"d1dbe161-260d-438e-819f-67dddf0459e4"] +}, Open ]] +}, Closed]], +Cell[CellGroupData[{ +Cell[467664, 9788, 821, 12, 37, "Subsubsection",ExpressionUUID->"9515e4e7-dc31-4520-930f-0bb9c1af754b"], +Cell[468488, 9802, 835, 14, 30, "Input",ExpressionUUID->"362760d3-c755-42fc-84c6-343c0bce7cd5"], +Cell[469326, 9818, 5813, 125, 167, "Code",ExpressionUUID->"fa12cada-64b8-46ea-b882-cd5e5d95417a"], +Cell[475142, 9945, 3081, 81, 73, "Input",ExpressionUUID->"c62a227c-abd4-4122-97de-4da5438b5817"], +Cell[CellGroupData[{ +Cell[478248, 10030, 420, 8, 30, "Input",ExpressionUUID->"fda350ab-85a4-453e-b8f1-65ebb10f4a57"], +Cell[478671, 10040, 4314, 73, 77, "Output",ExpressionUUID->"fd7293a9-d4cf-4d17-a980-3756644055a5"] +}, Open ]], +Cell[483000, 10116, 1368, 35, 30, "Input",ExpressionUUID->"80da3102-117d-46db-b898-f7a7ade24456"], +Cell[CellGroupData[{ +Cell[484393, 10155, 1616, 42, 52, "Input",ExpressionUUID->"6fab61c1-c08c-410e-b307-bf63e7012778"], +Cell[486012, 10199, 43987, 738, 376, "Output",ExpressionUUID->"fb691c95-6287-4cf1-97bb-ac2cbafbfd3e"] +}, Open ]], +Cell[530014, 10940, 4491, 83, 157, "Input",ExpressionUUID->"6a1d7439-ea63-47df-ab64-8ba28fae006c"], +Cell[534508, 11025, 5030, 92, 178, "Input",ExpressionUUID->"6d1c0148-cc2a-482c-8372-75b2cc28b948"], +Cell[CellGroupData[{ +Cell[539563, 11121, 1358, 34, 30, "Input",ExpressionUUID->"547de131-ed31-4255-b6f6-2eccc251856a"], +Cell[540924, 11157, 10891, 322, 70, "Output",ExpressionUUID->"b0dc387c-e7dd-47b0-a364-1b2d658e89c7"] +}, Open ]], +Cell[CellGroupData[{ +Cell[551852, 11484, 2118, 59, 52, "Input",ExpressionUUID->"05de9e54-a466-4a10-a602-49c2ec5301a4"], +Cell[553973, 11545, 14509, 355, 70, "Output",ExpressionUUID->"b7998bfd-7961-4231-987d-9090f2ff2911"] +}, Open ]], +Cell[568497, 11903, 1890, 50, 52, "Input",ExpressionUUID->"708fbea0-72a2-451b-b9af-3ec5c6b0c81e"], +Cell[570390, 11955, 736, 21, 30, "Input",ExpressionUUID->"0292e097-3737-4b6a-82d0-154ae13c55ea"], +Cell[CellGroupData[{ +Cell[571151, 11980, 1932, 42, 140, "Input",ExpressionUUID->"1c79c63a-e45b-4b34-9550-9c35b53c6511"], +Cell[573086, 12024, 501, 11, 70, "Output",ExpressionUUID->"8a2b80f5-4f48-45a7-b051-f82f0a5f77af"], +Cell[573590, 12037, 1163, 27, 70, "Output",ExpressionUUID->"83008937-58e5-464b-9088-ff837c5c68a6"], +Cell[574756, 12066, 1161, 27, 70, "Output",ExpressionUUID->"f06480a4-d6d1-4d70-9f9b-7ba3859561fc"] +}, Open ]], +Cell[CellGroupData[{ +Cell[575954, 12098, 2550, 61, 140, "Input",ExpressionUUID->"4376d16c-6de7-4928-8116-63f90eff74d0"], +Cell[578507, 12161, 791, 15, 70, "Output",ExpressionUUID->"ecb7701a-3d2e-4001-9c58-2dacd6afd12d"], +Cell[579301, 12178, 1459, 31, 70, "Output",ExpressionUUID->"17f62e70-fce6-48e1-a165-10af9c34b875"], +Cell[580763, 12211, 1457, 31, 70, "Output",ExpressionUUID->"c1ef60e6-2e4a-4dfc-b5b1-39d6bb492b68"] +}, Open ]], +Cell[CellGroupData[{ +Cell[582257, 12247, 2596, 61, 140, "Input",ExpressionUUID->"b2f9ecdf-fc88-4fd4-b786-5a346b16bc99"], +Cell[584856, 12310, 756, 14, 70, "Output",ExpressionUUID->"0a9798fe-918b-43cc-984a-5eaf97f17dea"], +Cell[585615, 12326, 1427, 30, 70, "Output",ExpressionUUID->"67ec9485-f57f-4d29-9fc7-53cbdce5df46"], +Cell[587045, 12358, 1425, 30, 70, "Output",ExpressionUUID->"738a54e2-34f2-4596-a82b-521172dd8dc3"] +}, Open ]], +Cell[CellGroupData[{ +Cell[588507, 12393, 2125, 49, 73, "Input",ExpressionUUID->"a975f9e1-dff1-4671-9a00-761335458bb9"], +Cell[590635, 12444, 51278, 1061, 70, "Output",ExpressionUUID->"cdf471c5-2869-46a9-9656-9cd159803326"] +}, Open ]], +Cell[641928, 13508, 829, 20, 30, "Input",ExpressionUUID->"d2dc0ec3-97b1-4064-9ec3-a70c62d06ad1"], +Cell[642760, 13530, 779, 16, 30, "Input",ExpressionUUID->"70040933-a296-495e-8a30-d4eade043fd2"], +Cell[643542, 13548, 1283, 39, 52, "Input",ExpressionUUID->"2ddd245e-1e99-486f-916e-7df10c5df70b"], +Cell[644828, 13589, 2678, 80, 94, "Input",ExpressionUUID->"0b116b2f-0b20-4e7a-ae61-d999c51a6257"], +Cell[647509, 13671, 1896, 54, 84, "Input",ExpressionUUID->"51b15147-46fb-4b7c-9f7f-77fc72f31a6e"], +Cell[649408, 13727, 2008, 56, 84, "Input",ExpressionUUID->"35c61e8b-f950-434a-9109-a7a295cec037"], +Cell[651419, 13785, 2060, 57, 84, "Input",ExpressionUUID->"8bfc8931-d1e9-449e-a62a-b89db4c133ef"], +Cell[CellGroupData[{ +Cell[653504, 13846, 1491, 32, 94, "Input",ExpressionUUID->"ee0fdf24-4595-4382-87e0-df1e23ef3f6e"], +Cell[654998, 13880, 2751, 54, 70, "Output",ExpressionUUID->"c743c3eb-79c9-4502-8c7e-aca3fa77d136"], +Cell[657752, 13936, 1529, 23, 54, "Output",ExpressionUUID->"4f7d4ccf-f2a0-4209-87d8-289ae1595984"], +Cell[659284, 13961, 2996, 59, 93, "Output",ExpressionUUID->"727761db-1a6e-4485-8a6d-1c85ba8edac3"], +Cell[662283, 14022, 2996, 59, 93, "Output",ExpressionUUID->"205e77c5-380b-496b-9a95-36affb441026"] +}, Open ]], +Cell[CellGroupData[{ +Cell[665316, 14086, 1226, 29, 94, "Input",ExpressionUUID->"22493f5f-e0ce-4c50-a089-b005afbd28ef"], +Cell[666545, 14117, 1941, 43, 64, "Output",ExpressionUUID->"402a3310-c1b1-4077-89f7-b503b1ec5767"], +Cell[668489, 14162, 739, 13, 54, "Output",ExpressionUUID->"be011a8d-956f-4813-9c2e-dd986c62630b"], +Cell[669231, 14177, 2210, 49, 93, "Output",ExpressionUUID->"d018fd22-ce58-436c-ad82-33d64b4f4e60"], +Cell[671444, 14228, 2210, 49, 93, "Output",ExpressionUUID->"4ac399bd-d7ef-4979-88f1-df11de523c31"] +}, Open ]], +Cell[CellGroupData[{ +Cell[673691, 14282, 1224, 29, 94, "Input",ExpressionUUID->"c4bb31a2-47e6-41c0-af43-8826fa0cf6ba"], +Cell[674918, 14313, 1949, 44, 64, "Output",ExpressionUUID->"e3563d90-dfbc-414b-a66b-dab5e74ebfb2"], +Cell[676870, 14359, 744, 13, 54, "Output",ExpressionUUID->"37cdf368-aa9c-4238-aecf-f64a6b748add"], +Cell[677617, 14374, 2207, 49, 93, "Output",ExpressionUUID->"00c0feee-e7c3-43f0-8215-94442b2425f1"], +Cell[679827, 14425, 2207, 49, 93, "Output",ExpressionUUID->"160a5171-61bd-4ad8-a573-902846c64a5e"] +}, Open ]], +Cell[CellGroupData[{ +Cell[682071, 14479, 1229, 26, 30, "Input",ExpressionUUID->"46b8a754-c003-43f7-bc93-87485cb658e6"], +Cell[683303, 14507, 17139, 352, 247, "Output",ExpressionUUID->"366a3c8c-17fd-43b6-b965-4f631d8ebd74"] +}, Open ]] +}, Closed]], +Cell[CellGroupData[{ +Cell[700491, 14865, 867, 12, 37, "Subsubsection",ExpressionUUID->"1e3ff86b-25a6-46ad-9d6c-e21102a6450d"], +Cell[701361, 14879, 986, 16, 30, "Input",ExpressionUUID->"5bc7b50a-8972-4d49-812b-fca863b92d0d"], +Cell[702350, 14897, 5815, 125, 167, "Code",ExpressionUUID->"5ebefe28-8b4e-44d7-9a93-fb2bea7f2162"], +Cell[708168, 15024, 3081, 81, 73, "Input",ExpressionUUID->"c459ae4d-8376-4831-b40e-05f21aa5924d"], +Cell[CellGroupData[{ +Cell[711274, 15109, 420, 8, 30, "Input",ExpressionUUID->"f320f75e-dd85-45ab-b7f6-5f840f7d3009"], +Cell[711697, 15119, 4475, 75, 77, "Output",ExpressionUUID->"68954969-ef2e-4f5c-b6b7-cfb8f8087dc6"] +}, Open ]], +Cell[716187, 15197, 1368, 35, 30, "Input",ExpressionUUID->"172db7c5-1421-4f19-a39e-d08572cc16c9"], +Cell[CellGroupData[{ +Cell[717580, 15236, 1616, 42, 52, "Input",ExpressionUUID->"bf5d2b68-4d8e-4800-979b-f6831b7cd3e8"], +Cell[719199, 15280, 44156, 741, 376, "Output",ExpressionUUID->"57e4c28f-0223-41c2-9033-b5f87ba0cce6"] +}, Open ]], +Cell[763370, 16024, 4491, 83, 157, "Input",ExpressionUUID->"bf89ffcd-ce7f-4f15-9fc8-12eb7f3ba3ec"], +Cell[767864, 16109, 5030, 92, 178, "Input",ExpressionUUID->"26b208b1-1a3d-4848-b9c4-2cf1c266a26f"], +Cell[CellGroupData[{ +Cell[772919, 16205, 1358, 34, 30, "Input",ExpressionUUID->"d30930ea-8939-41fe-a522-9b21158d5e8a"], +Cell[774280, 16241, 11115, 325, 272, "Output",ExpressionUUID->"e0eed536-318d-4934-afb8-ac2cb3274eff"] +}, Open ]], +Cell[CellGroupData[{ +Cell[785432, 16571, 2118, 59, 52, "Input",ExpressionUUID->"70f0013c-c00a-46dd-a88d-ac7ea924aaa5"], +Cell[787553, 16632, 14854, 378, 322, "Output",ExpressionUUID->"27d93c6d-ae68-45c3-b757-24dbda3dafe6"] +}, Open ]], +Cell[802422, 17013, 786, 22, 30, "Input",ExpressionUUID->"8ef1d2d1-dca2-4fa6-9255-e9acc1337fbb"], +Cell[CellGroupData[{ +Cell[803233, 17039, 2015, 43, 140, "Input",ExpressionUUID->"931a88a1-04e1-47e8-b608-14cf4a2cef79"], +Cell[805251, 17084, 1902, 43, 64, "Output",ExpressionUUID->"b174c027-51b4-4ec5-a36d-1dcb0c53cedc"], +Cell[807156, 17129, 571, 11, 54, "Output",ExpressionUUID->"6e749e2f-f37d-4f05-a19c-486cebbde4ed"], +Cell[807730, 17142, 1237, 27, 71, "Output",ExpressionUUID->"875458e3-2079-4582-b752-e266fe862e9c"], +Cell[808970, 17171, 1237, 27, 71, "Output",ExpressionUUID->"ea338900-b4fc-4340-a6f9-6c6a31558d67"] +}, Open ]], +Cell[CellGroupData[{ +Cell[810244, 17203, 2508, 58, 140, "Input",ExpressionUUID->"f222e693-8a25-4142-b501-6708e940220c"], +Cell[812755, 17263, 475, 10, 54, "Output",ExpressionUUID->"1371d5ed-dbd5-40b0-8e4b-9c594709c99f"], +Cell[813233, 17275, 1138, 26, 71, "Output",ExpressionUUID->"e2ab92cc-2f87-4014-98fd-00f0eb2d5073"], +Cell[814374, 17303, 1138, 26, 71, "Output",ExpressionUUID->"8a196e80-4c91-4b81-8245-01cc883e03ae"] +}, Open ]], +Cell[CellGroupData[{ +Cell[815549, 17334, 2749, 64, 161, "Input",ExpressionUUID->"341a2f56-fff3-4292-a7da-a2348f38dc74"], +Cell[818301, 17400, 961, 17, 54, "Output",ExpressionUUID->"b442bc5b-28f2-499d-954f-5296930e44b0"], +Cell[819265, 17419, 1628, 33, 71, "Output",ExpressionUUID->"c8212626-4ec3-4ce1-89a4-321ad78be6c7"], +Cell[820896, 17454, 1627, 33, 71, "Output",ExpressionUUID->"c7b8b67d-4de4-45d1-942f-73f872498761"] +}, Open ]], +Cell[CellGroupData[{ +Cell[822560, 17492, 2670, 63, 140, "Input",ExpressionUUID->"cddbd38c-0925-459d-81fe-9f117670f9f3"], +Cell[825233, 17557, 474, 10, 54, "Output",ExpressionUUID->"77bcafd1-36b6-47ba-8bf6-15626bd8b97e"], +Cell[825710, 17569, 1145, 26, 71, "Output",ExpressionUUID->"7386163f-ffda-4151-8fc5-a92d29ceffd8"], +Cell[826858, 17597, 1145, 26, 71, "Output",ExpressionUUID->"dcfefe5f-150a-4bf8-9d32-41987f86e11d"] +}, Open ]], +Cell[CellGroupData[{ +Cell[828040, 17628, 2129, 49, 73, "Input",ExpressionUUID->"4a148438-6274-4a21-873c-21a605df0ddd"], +Cell[830172, 17679, 54428, 1132, 392, "Output",ExpressionUUID->"9e4094ac-17c3-4910-a6c9-b8a283d33f44"] +}, Open ]], +Cell[884615, 18814, 829, 20, 30, "Input",ExpressionUUID->"65eb54d0-3c62-4ac5-a302-413db62c8adf"], +Cell[885447, 18836, 779, 16, 30, "Input",ExpressionUUID->"23c716ab-9181-438b-a293-96e3b009e591"], +Cell[886229, 18854, 1283, 39, 52, "Input",ExpressionUUID->"10616f11-7b46-4cb8-b278-00339c85777c"], +Cell[887515, 18895, 2678, 80, 94, "Input",ExpressionUUID->"86a7d0c8-5316-46f5-86f5-a8af93cc9f72"], +Cell[890196, 18977, 1943, 54, 84, "Input",ExpressionUUID->"cd88c5d6-8d2a-4520-b62d-d47214903cdb"], +Cell[892142, 19033, 2059, 57, 84, "Input",ExpressionUUID->"195cc5af-6bae-42a7-85b6-11c529f1cd93"], +Cell[894204, 19092, 2111, 58, 84, "Input",ExpressionUUID->"91ce2546-b1c0-4176-a83a-0463dc908701"], +Cell[CellGroupData[{ +Cell[896340, 19154, 1698, 37, 94, "Input",ExpressionUUID->"ab768738-81c5-42e6-9548-d3e19f4fd1d4"], +Cell[898041, 19193, 2967, 57, 64, "Output",ExpressionUUID->"c816238a-e750-48cb-938f-804a9ad7ebe4"], +Cell[901011, 19252, 1743, 26, 54, "Output",ExpressionUUID->"a624b805-2947-493c-87a6-fae5d7803836"], +Cell[902757, 19280, 3215, 62, 93, "Output",ExpressionUUID->"f2faa79e-c1b9-4985-879b-3296fd057bed"], +Cell[905975, 19344, 3212, 62, 93, "Output",ExpressionUUID->"2bb2cd13-ca0d-412e-b151-d1576749bd34"] +}, Open ]], +Cell[CellGroupData[{ +Cell[909224, 19411, 1279, 29, 94, "Input",ExpressionUUID->"db710362-7d5e-4981-a791-270a935063c3"], +Cell[910506, 19442, 2078, 45, 64, "Output",ExpressionUUID->"4b3fb072-c81d-46bf-a8c0-db790a491fb1"], +Cell[912587, 19489, 878, 15, 54, "Output",ExpressionUUID->"3beee5e0-c273-4b95-b6db-499403dbf651"], +Cell[913468, 19506, 2345, 51, 93, "Output",ExpressionUUID->"03e343df-30bb-4b09-9a3f-2b0b5857c458"], +Cell[915816, 19559, 2345, 51, 93, "Output",ExpressionUUID->"18b0eccb-58d4-4438-9bc2-004279f5af84"] +}, Open ]], +Cell[CellGroupData[{ +Cell[918198, 19615, 1299, 29, 115, "Input",ExpressionUUID->"154b7c06-ee4d-4857-b6ae-78bbc4606adc"], +Cell[919500, 19646, 2112, 46, 64, "Output",ExpressionUUID->"f2887bd0-3c30-40ec-83c0-6d27898ce9e5"], +Cell[921615, 19694, 914, 16, 54, "Output",ExpressionUUID->"962ca3e8-571b-45f6-9de9-07199a40bad0"], +Cell[922532, 19712, 2373, 52, 93, "Output",ExpressionUUID->"22c13511-2d43-41f4-a8c4-437400c50e67"], +Cell[924908, 19766, 2373, 52, 93, "Output",ExpressionUUID->"cb5ac21d-4b5a-4a87-8013-05a8eaa3f2a7"] +}, Open ]], +Cell[CellGroupData[{ +Cell[927318, 19823, 1285, 27, 30, "Input",ExpressionUUID->"ac8b289a-cf41-470c-8733-a4e06d175284"], +Cell[928606, 19852, 17262, 355, 247, "Output",ExpressionUUID->"b1e20b05-3ea8-4311-b429-db7e6e5eaf78"] +}, Open ]] +}, Closed]], +Cell[CellGroupData[{ +Cell[945917, 20213, 723, 10, 37, "Subsubsection",ExpressionUUID->"e13c7813-d5b6-4cd9-90c9-a2bbc301ce64"], +Cell[946643, 20225, 734, 12, 30, "Input",ExpressionUUID->"5ac9f346-ba7b-4489-b763-90313fb0fed1"], +Cell[947380, 20239, 5811, 125, 167, "Code",ExpressionUUID->"92aba750-de34-4762-8785-b80b845b2446"], +Cell[953194, 20366, 3081, 81, 73, "Input",ExpressionUUID->"5213fddf-92b0-486b-9d22-c66f162c203f"], +Cell[CellGroupData[{ +Cell[956300, 20451, 420, 8, 30, "Input",ExpressionUUID->"9db2a42d-ca78-4705-bd47-7771b941d8e5"], +Cell[956723, 20461, 4358, 73, 77, "Output",ExpressionUUID->"348a088e-3f0e-43cf-8903-86669b215d6c"] +}, Open ]], +Cell[961096, 20537, 1368, 35, 30, "Input",ExpressionUUID->"998d0d58-666e-4a61-8a5e-08b768f002bc"], +Cell[CellGroupData[{ +Cell[962489, 20576, 1616, 42, 52, "Input",ExpressionUUID->"dbba69c5-64ff-41d7-9ae0-a5294b4e896f"], +Cell[964108, 20620, 44040, 739, 376, "Output",ExpressionUUID->"f8cd5aba-fed6-41e5-9766-def61c7d6b4b"] +}, Open ]], +Cell[1008163, 21362, 4491, 83, 157, "Input",ExpressionUUID->"b756b054-b123-4669-a127-64f109d6365d"], +Cell[1012657, 21447, 5030, 92, 178, "Input",ExpressionUUID->"950408a6-8a72-42d1-88b7-f14ea93e0f1f"], +Cell[CellGroupData[{ +Cell[1017712, 21543, 1309, 33, 30, "Input",ExpressionUUID->"e8f6b75f-491a-459d-831c-5de36abeeac1"], +Cell[1019024, 21578, 11070, 324, 272, "Output",ExpressionUUID->"33314ffe-d55e-49a1-b527-ad6b28691eba"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1030131, 21907, 2076, 58, 52, "Input",ExpressionUUID->"56c0fb7e-fa37-455f-b86f-6970e22585e7"], +Cell[1032210, 21967, 14917, 390, 322, "Output",ExpressionUUID->"947b8cf1-9897-4c00-b930-e92921cb2659"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1047164, 22362, 3808, 93, 224, "Input",ExpressionUUID->"eb1bdbf0-b0de-438c-89b3-e8f1ada99615"], +Cell[1050975, 22457, 520, 11, 54, "Output",ExpressionUUID->"953049f8-e2f8-4d33-9faf-ddbe733cebf3"], +Cell[1051498, 22470, 1187, 27, 71, "Output",ExpressionUUID->"082cacbc-62b7-4e2d-9ca7-1207dc26a89d"], +Cell[1052688, 22499, 1187, 27, 71, "Output",ExpressionUUID->"4415fd86-2157-4890-aa49-0cd5c6ced128"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1053912, 22531, 2456, 60, 161, "Input",ExpressionUUID->"481e3590-15f2-4e7a-b6d0-bffabad652ea"], +Cell[1056371, 22593, 478, 10, 54, "Output",ExpressionUUID->"afac42d1-ae88-4d31-b23e-fa65fed92bbb"], +Cell[1056852, 22605, 1138, 26, 71, "Output",ExpressionUUID->"73ca0d3d-6cf9-4672-8c79-9ab8b8f7c499"], +Cell[1057993, 22633, 1138, 26, 71, "Output",ExpressionUUID->"7738ff01-e7ec-4578-8e45-8a2826bc07b2"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1059168, 22664, 2460, 59, 140, "Input",ExpressionUUID->"aac46334-c41e-423f-900e-c9df887237b4"], +Cell[1061631, 22725, 475, 10, 54, "Output",ExpressionUUID->"082594c6-d878-4a22-8ceb-cc27f5344986"], +Cell[1062109, 22737, 1146, 26, 71, "Output",ExpressionUUID->"3239975c-559c-402d-9c0f-83a4a5bfc243"], +Cell[1063258, 22765, 1146, 26, 71, "Output",ExpressionUUID->"c34d702f-2365-454a-9548-01518f273d0b"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1064441, 22796, 1934, 47, 73, "Input",ExpressionUUID->"5314a2a8-2612-429f-85ff-00986b61ee3e"], +Cell[1066378, 22845, 53503, 1107, 392, "Output",ExpressionUUID->"cbcc120e-595e-43ef-a377-9c9f6de33c76"] +}, Open ]], +Cell[1119896, 23955, 829, 20, 30, "Input",ExpressionUUID->"eead933d-5226-471c-8ad2-b24bba821fb6"], +Cell[1120728, 23977, 779, 16, 30, "Input",ExpressionUUID->"66e0b176-6653-48bb-8922-df7f206b4759"], +Cell[1121510, 23995, 1283, 39, 52, "Input",ExpressionUUID->"a052cc22-737d-48d0-90d3-d536df9486b0"], +Cell[1122796, 24036, 2678, 80, 94, "Input",ExpressionUUID->"62adb83b-ed14-4d4c-ae6d-d799365b2c9b"], +Cell[1125477, 24118, 1797, 52, 84, "Input",ExpressionUUID->"e1e4cc11-952a-4fc6-b8d9-acf6c5f3af65"], +Cell[1127277, 24172, 1914, 55, 84, "Input",ExpressionUUID->"ab67c741-3a50-45e9-9fa4-267cf5195ece"], +Cell[1129194, 24229, 1962, 56, 84, "Input",ExpressionUUID->"c479bb72-f329-41fa-a0dc-1598e1f1e4b5"], +Cell[CellGroupData[{ +Cell[1131181, 24289, 1449, 32, 94, "Input",ExpressionUUID->"45a1ba5e-cbb2-4426-863f-e49aefdb71f2"], +Cell[1132633, 24323, 3000, 58, 64, "Output",ExpressionUUID->"011c1179-968b-4cd2-8248-090a997f51a6"], +Cell[1135636, 24383, 1772, 27, 54, "Output",ExpressionUUID->"d041f95d-8c90-45dc-b615-96fab80cc7d7"], +Cell[1137411, 24412, 3235, 63, 93, "Output",ExpressionUUID->"75881f98-b9d8-4f32-ba90-c939c071fdeb"], +Cell[1140649, 24477, 3236, 63, 93, "Output",ExpressionUUID->"f28a2c87-df1f-4555-aec2-c7846de4160c"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1143922, 24545, 1237, 29, 94, "Input",ExpressionUUID->"d6921b7b-0b04-4615-979e-155a0141a782"], +Cell[1145162, 24576, 2140, 46, 64, "Output",ExpressionUUID->"76180a6d-1423-46d8-9583-d8bc83c76720"], +Cell[1147305, 24624, 939, 16, 54, "Output",ExpressionUUID->"4244e3b5-0405-453e-aed9-c69e9b874003"], +Cell[1148247, 24642, 2404, 52, 93, "Output",ExpressionUUID->"4da0733a-0165-4d94-b926-e5e83a59187d"], +Cell[1150654, 24696, 2404, 52, 93, "Output",ExpressionUUID->"4fba846e-e7a5-47a9-af3a-eef084ff3f7a"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1153095, 24753, 1123, 27, 94, "Input",ExpressionUUID->"522d1fa2-9c08-4bf8-ac2e-084e47a51350"], +Cell[1154221, 24782, 2030, 44, 64, "Output",ExpressionUUID->"ddf3f216-e636-4c17-badb-ac6d45745a3d"], +Cell[1156254, 24828, 833, 14, 54, "Output",ExpressionUUID->"55ebaf28-5097-4647-851d-b36abe22075b"], +Cell[1157090, 24844, 2292, 50, 93, "Output",ExpressionUUID->"eb810d48-ec87-447d-801b-400c86e3103f"], +Cell[1159385, 24896, 2294, 50, 93, "Output",ExpressionUUID->"b276be37-4da2-44ad-994b-d49e2e67fd88"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1161716, 24951, 1337, 28, 30, "Input",ExpressionUUID->"acaaf87d-605f-449f-a267-565d9485fdf8"], +Cell[1163056, 24981, 17337, 355, 247, "Output",ExpressionUUID->"f15fea70-fdcd-4d80-a3fa-ccca0cebabe4"] +}, Open ]] +}, Closed]], +Cell[CellGroupData[{ +Cell[1180442, 25342, 273, 4, 37, "Subsubsection",ExpressionUUID->"a9554323-b56a-46dd-a836-f64f04d9841d"], +Cell[CellGroupData[{ +Cell[1180740, 25350, 5676, 141, 142, "Input",ExpressionUUID->"16ad665d-3afa-499c-bedb-b1274fcd679e"], +Cell[1186419, 25493, 142281, 2716, 414, "Output",ExpressionUUID->"bbbf7627-9081-4f84-b4a2-2de78e751b5a"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1328737, 28214, 349, 8, 30, "Input",ExpressionUUID->"b39206b7-4804-4f6d-8813-888c7c12453c"], +Cell[1329089, 28224, 609, 10, 34, "Output",ExpressionUUID->"70034bf6-b7f5-46ba-9401-2f3cf6f903c8"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1329735, 28239, 1051, 26, 30, "Input",ExpressionUUID->"10df7f37-854e-41a4-8167-c7ab5fcc8abe"], +Cell[1330789, 28267, 2897, 60, 56, "Output",ExpressionUUID->"e978d45a-e864-469e-bd2c-e0c25b6711d2"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1333723, 28332, 1005, 26, 30, "Input",ExpressionUUID->"a3175abd-4dd3-47ab-93d1-55ff7013ad08"], +Cell[1334731, 28360, 2881, 59, 56, "Output",ExpressionUUID->"334a5995-6edd-408e-a53b-f40843d962f3"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1337649, 28424, 1005, 26, 30, "Input",ExpressionUUID->"eef8391e-d3f5-46a0-ad92-f1d1600f3ba9"], +Cell[1338657, 28452, 2828, 58, 56, "Output",ExpressionUUID->"2175f6d5-f496-49f9-b5ee-052489f2ee87"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1341522, 28515, 1000, 26, 30, "Input",ExpressionUUID->"a933cb49-2398-48e1-96fb-22c81f8678da"], +Cell[1342525, 28543, 2808, 58, 56, "Output",ExpressionUUID->"6ad4fea0-4ebb-47f5-9ba0-7ccd438c8546"] +}, Open ]], +Cell[1345348, 28604, 1720, 49, 73, "Input",ExpressionUUID->"e254e124-6337-47c0-ab70-bd00769040b5"], +Cell[1347071, 28655, 1710, 49, 73, "Input",ExpressionUUID->"1e5a26e8-3915-40bc-b425-099145151ed1"], +Cell[1348784, 28706, 1766, 49, 73, "Input",ExpressionUUID->"1cfbf28c-e6c3-40b2-8f57-8524552c9d0f"], +Cell[1350553, 28757, 2191, 57, 73, "Input",ExpressionUUID->"74876f18-4de6-449b-9667-1d03b46de9a7"], +Cell[CellGroupData[{ +Cell[1352769, 28818, 1106, 30, 30, "Input",ExpressionUUID->"bc430d15-73c1-4fb7-9073-0b448ea8ac0b"], +Cell[1353878, 28850, 2917, 60, 56, "Output",ExpressionUUID->"43bcfb65-aabb-4fe7-8834-1c25d913b601"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1356832, 28915, 1108, 30, 30, "Input",ExpressionUUID->"f679edf9-38a6-4e4a-bc0e-846eb20517fd"], +Cell[1357943, 28947, 2936, 60, 56, "Output",ExpressionUUID->"f5df4ca0-56aa-4618-9e21-f97016dfa573"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1360916, 29012, 1109, 30, 30, "Input",ExpressionUUID->"ae13281f-f81c-4f2f-a684-67767858dcbf"], +Cell[1362028, 29044, 2389, 52, 56, "Output",ExpressionUUID->"fe7439a0-f170-41da-9227-086ab3904de6"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1364454, 29101, 1132, 30, 30, "Input",ExpressionUUID->"b01b60d2-1fd6-49a9-8162-b4eebe578d23"], +Cell[1365589, 29133, 2702, 56, 56, "Output",ExpressionUUID->"a30c712b-0b38-4aad-a7f5-dc8fb44b950d"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1368328, 29194, 1485, 34, 94, "Input",ExpressionUUID->"1e6bb84f-aa1f-4e46-ab59-9e7e2528ce12"], +Cell[1369816, 29230, 2976, 65, 56, "Output",ExpressionUUID->"6a7e1325-c4db-4218-b061-edf3b266b521"], +Cell[1372795, 29297, 2957, 63, 56, "Output",ExpressionUUID->"23ff7e7a-3eea-485b-9f0c-00b8a282a64e"], +Cell[1375755, 29362, 2948, 61, 56, "Output",ExpressionUUID->"394aba21-b361-4ff3-b431-08fec9f55249"], +Cell[1378706, 29425, 2944, 61, 56, "Output",ExpressionUUID->"b8c34a3a-b22c-4b4b-9a44-9ad6ec92ff45"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1381687, 29491, 6574, 152, 142, "Input",ExpressionUUID->"67964013-3a15-4f6d-85dc-54242dacf385"], +Cell[1388264, 29645, 95016, 1993, 414, "Output",ExpressionUUID->"3e9414ab-8165-404d-aaeb-20abf3509e82"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1483317, 31643, 426, 9, 30, "Input",ExpressionUUID->"1f7b308e-be65-44b7-adfd-ffbde361075a"], +Cell[1483746, 31654, 677, 11, 34, "Output",ExpressionUUID->"fbaaa07d-693c-4fa8-b4d5-9debc4f0d2af"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1484460, 31670, 7236, 169, 184, "Input",ExpressionUUID->"78c1145e-07d0-4aff-b413-821fb832bd7d"], +Cell[1491699, 31841, 94627, 1886, 415, "Output",ExpressionUUID->"434a95ac-4325-4690-8638-cbe1fdbee546"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1586363, 33732, 350, 8, 30, "Input",ExpressionUUID->"122a995e-5ef3-45ed-87fd-969231ca115c"], +Cell[1586716, 33742, 514, 8, 34, "Output",ExpressionUUID->"31f48f90-6f4f-4adc-8abf-04fd3ab85765"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1587267, 33755, 7617, 178, 184, "Input",ExpressionUUID->"0616653d-f922-48dc-b2cf-1fe75f68efcb"], +Cell[1594887, 33935, 94155, 1872, 414, "Output",ExpressionUUID->"4feef47f-fca9-41f9-a941-2fe9ccbcf12b"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1689079, 35812, 403, 9, 30, "Input",ExpressionUUID->"df588757-3a5a-4944-b352-cd8c5342a678"], +Cell[1689485, 35823, 544, 8, 34, "Output",ExpressionUUID->"7afa1e77-6c85-48e8-90fa-91e2c13a413d"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1690066, 35836, 7448, 179, 163, "Input",ExpressionUUID->"0afd26fb-bcfe-42be-9291-2406fdcef70a"], +Cell[1697517, 36017, 116939, 2270, 413, "Output",ExpressionUUID->"43da2203-4826-4172-bfd8-68ad2ad98683"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1814493, 38292, 372, 8, 30, "Input",ExpressionUUID->"041d9b84-6ccc-4718-bb34-d6997746afac"], +Cell[1814868, 38302, 368, 6, 34, "Output",ExpressionUUID->"87e0d370-32e1-408a-b724-624c84733bf7"] +}, Open ]] +}, Closed]] +}, Open ]], +Cell[CellGroupData[{ +Cell[1815297, 38315, 158, 3, 67, "Section",ExpressionUUID->"80ca7b39-5a03-4176-afda-6bed1f5c9a7d"], +Cell[1815458, 38320, 1507, 47, 94, "Input",ExpressionUUID->"fbeac557-fafe-455b-9ead-08d635cc2d06"], +Cell[1816968, 38369, 7427, 199, 535, "Input",ExpressionUUID->"e8e0b02d-0696-4186-9bcd-78a9a6c66605"], +Cell[1824398, 38570, 567, 17, 30, "Input",ExpressionUUID->"edc9fa08-7cc7-4814-877f-15dff493bd32"], +Cell[1824968, 38589, 447, 13, 30, "Input",ExpressionUUID->"584d7a2d-c68c-4d36-8cdb-4e52aead023e"], +Cell[1825418, 38604, 2651, 80, 115, "Input",ExpressionUUID->"ae009b82-220d-481d-9be5-1d6d81a60893"], +Cell[1828072, 38686, 2324, 62, 115, "Input",ExpressionUUID->"96a254a7-d679-4f22-be1b-1622e20f018b"], +Cell[1830399, 38750, 2153, 58, 115, "Input",ExpressionUUID->"edd45e2e-7f01-465b-a917-a78f3e3c4c28"], +Cell[1832555, 38810, 2193, 55, 73, "Input",ExpressionUUID->"59c6ee3a-e822-41a7-913f-5b9eecd0d8c6"], +Cell[1834751, 38867, 578, 17, 30, "Input",ExpressionUUID->"c8539ecd-a88e-4bd8-b06b-7b0232d854ac"], +Cell[1835332, 38886, 583, 17, 30, "Input",ExpressionUUID->"6bf48941-4601-4318-9588-2805657cd25e"], +Cell[1835918, 38905, 667, 19, 30, "Input",ExpressionUUID->"43dd9ec9-26f5-4bfb-b44b-b200a7b722f4"], +Cell[CellGroupData[{ +Cell[1836610, 38928, 6736, 151, 388, "Input",ExpressionUUID->"07292ab0-33af-4f76-9b08-efb742e6b27b"], +Cell[1843349, 39081, 2282, 35, 40, "Message",ExpressionUUID->"b9c4213a-0e7c-4799-943d-f364e7178e05"], +Cell[1845634, 39118, 2284, 35, 40, "Message",ExpressionUUID->"ef115732-9ea8-4df9-a591-6bd4cca3c30d"], +Cell[1847921, 39155, 61703, 1218, 389, "Output",ExpressionUUID->"961302d2-13d1-4375-ade9-c5a1c082a57b"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1909661, 40378, 348, 8, 30, "Input",ExpressionUUID->"df6bf54d-d9ca-43d0-ab70-8833d9b66a8e"], +Cell[1910012, 40388, 277, 5, 34, "Output",ExpressionUUID->"04312f3a-d1a9-4d40-9f19-f177124215d9"] +}, Open ]], +Cell[1910304, 40396, 1789, 48, 52, "Input",ExpressionUUID->"c061ac4b-7dd0-4488-981a-d9e39ad210ba"], +Cell[CellGroupData[{ +Cell[1912118, 40448, 6070, 148, 430, "Input",ExpressionUUID->"053a0694-e2aa-49a3-a5d3-0aaab3258a73"], +Cell[1918191, 40598, 688, 14, 40, "Message",ExpressionUUID->"aa85f409-b9df-4e22-aff1-85caa4af2abe"], +Cell[1918882, 40614, 689, 14, 40, "Message",ExpressionUUID->"d4222266-d98f-4733-89ca-ec5a4aa65d67"], +Cell[1919574, 40630, 60462, 1209, 389, "Output",ExpressionUUID->"5fa4fc7a-3c0f-4e5c-8f1e-d27b1d9ea2ed"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1980073, 41844, 396, 9, 30, "Input",ExpressionUUID->"18eb66fe-9c48-41a0-9250-b1ca807dfaa8"], +Cell[1980472, 41855, 302, 6, 34, "Output",ExpressionUUID->"bdc71ec0-94c8-4813-b13b-c7dfcf5e18c6"] +}, Open ]], +Cell[CellGroupData[{ +Cell[1980811, 41866, 6275, 161, 514, "Input",ExpressionUUID->"e64cc31c-ea3f-44b3-adef-155fe217d554"], +Cell[1987089, 42029, 613, 13, 40, "Message",ExpressionUUID->"543ad54a-5889-49a4-98c1-da775ea204ee"], +Cell[1987705, 42044, 613, 13, 40, "Message",ExpressionUUID->"c0641c66-2419-453b-9ea9-d3c0cc81db60"], +Cell[1988321, 42059, 58417, 1169, 389, "Output",ExpressionUUID->"cf7ed30e-cfaf-4e62-9d13-8e574d7ea64f"] +}, Open ]] +}, Open ]] +}, Open ]] +} +] +*) + diff --git a/code/RDown.m b/code/RDown.m new file mode 100644 index 0000000..e38f7fa --- /dev/null +++ b/code/RDown.m @@ -0,0 +1,909 @@ +(* ::Package:: *) + +(************************************************************************) +(* This file was generated automatically by the Mathematica front end. *) +(* It contains Initialization cells from a Notebook file, which *) +(* typically will have the same name as this file except ending in *) +(* ".nb" instead of ".m". *) +(* *) +(* This file is intended to be loaded into the Mathematica kernel using *) +(* the package loading commands Get or Needs. Doing so is equivalent *) +(* to using the Evaluate Initialization Cells menu command in the front *) +(* end. *) +(* *) +(* DO NOT EDIT THIS FILE. This entire file is regenerated *) +(* automatically each time the parent Notebook file is saved in the *) +(* Mathematica front end. Any changes you make to this file will be *) +(* overwritten. *) +(************************************************************************) + + + +(* Probably not all the extra packages are really needed *) +BeginPackage["RDown`"]; + + +EasyMatchT::usage="EasyMatchT[h1_,h2_,tMin_,tMax_]. Time domain version of the match as in eq. (2) of 1903.08284. tMin and tMax are the time interval where to compute the match."; +PlanckTaper::usage="PlanckTaper[t,t1,t2] is the one-sided version of the tapering function described in CQG27:084020, arXiv:1003.2939 [gr-qc]."; +TimeOfMaximum::usage="TimeOfMaximum[list_?ListQ] determines the time at which a time series reaches the absolute maximum of the modulus."; +GetAsymptoticMultiMode::usage="GetAsymptoticMode[h5file_,order_,modes_list,OptionsPattern[{\"Verbose\"\[Rule]False}]]."; +EradUIB2017::usage="EradUIB2017[\[Eta]_,\[Chi]1_,\[Chi]2_] is fit for the energy radiated of the coalescence of 2 non-precessing quasicurcular BHs as in PRD:DY11536"; +FinalSpinUIB2017::usage="FinalSpinUIB2017[\[Eta]_,\[Chi]1_,\[Chi]2_] is fit for the final spin of the coalescence of 2 non-precessing quasicurcular BHs as in PRD:DY11536"; +IsFPNumberQ::usage="IsFPNumberQ[str_String] checks whether a string represents a real Number."; +ReadFloatingPointNumbers::usage="ReadFloatingPointNumbers[line_String, matchAnyFP_:True] converts string that contains a Fortran or C-style floating point number to a Mathematica Number."; +StringToNumber::usage="StringToNumber[x_] converts a String x to a number, allowing more general number formats than ToExpression."; +SXSMetaFilesToRules::usage="SXSMetaFilesToRules[filename_String] converts a SXS metadata.txt file to a list of rules."; +SXSParClassification::usage="SXSParClassification[sxsdir_,ClassStr_]. Given a list of SXS NR. data folders 'sxsdir', it returns all the cases that match a certain criterion 'ClassStr' (MassRatio range, Precessing or not, Initial Distance, Orbits Number)taking as reference the SXS metadata.txt files. If it is used iteratively, one could do different classifications "; +TakeColumn::usage="TakeColumn[list1_?ListQ,columns]. Given a list, take the columns specified by 'columns'. "; +ReSampleTD::usage="ReSampleTD[data_,sample_]. Resample your data with step-size 'sample'."; +AtomsList::usage="AtomsList[expr_]. Split your expression in elements"; +InterpolationDomain::usage="InterpolationDomain[IntFunction]. Outputs the domain of your interpolated function IntFunction"; +positionDuplicates::usage="positionDuplicates[list_]. Finds the duplicate elements in your list"; +\[Omega]lmn::usage="\[Omega]lmn[l_,m_,n_,\[Eta]_,\[Chi]1_,\[Chi]2_,ModesData\[Rule]{}]. It computes the lmn frequency and damping time for a BBH with parameters {\[Eta],\[Chi]1,\[Chi]2}. ModesData can be feed with a datafile containing the modes data, which it speeds up the computation. "; +DetectConvergence::usage="DetectConvergence[dampsignal_,\[Tau]_,OptionsPattern[{Test\[Rule]FindMaximum}]]. Given a damped signal and a damping time, it estimaes a time t0 where the decay is order 1%"; +OvertoneModel::usage="OvertoneModelV[overtones_,pars_,OptionsPattern[]]. It provides a RDown ansatz for the desired number 'overtones' with parameters {\[Eta],\[Chi]1,\[Chi]2}."; +OvertoneModelV2::usage="OvertoneModelV2[overtones_,pars_,ti_,OptionsPattern[]]. Upgraged version of OvertoneModelV2"; +AICcRes::usage="AICRes[residuals_,coeff_]. It computes the AICc value from the residuals given the number of coefficients 'coeff' "; +BICRes::usage="BICRes[residuals_,coeff_]. It computes the BIC value from the residuals given the number of coefficients 'coeff' "; +PValueTest::usage="PValueTest[residuals_,coeff_]. It computes the P value from the residuals given the number of coefficients 'coeff' "; +CNMinimize::usage="CNMinimize[data_,ansatz_,coeffs_,{x_,xlist_},OptionsPattern[]]. Minimizator for complex data where coeffs are the free coefficients to adjust, x is coordinate variable and x_list its values"; +Arg0DStructs::usage="Arg0DStructs[re_,im_] and Arg0DStructs[reim_] computes the phase angle of complex data. the two-argument version is significantly slower, the one-argument version is just a backwards compatibility interface to UnwrappedPhase."; +Abs0DStructs::usage="Abs0DStructs[re_,im_] computes the absolute value of complex data."; +UnwrapPhaseVector::usage="UnwrapPhaseVector[x_?VectorQ] unwraps the phase of a real vector representing a phase angle."; +UnwrapPhaseMatrix::usage="UnwrapPhaseMatrix[x_?MatrixQ] unwraps the phase of a real time series where the values represent a phase angle."; +UnwrappedPhase::usage="UnwrapPhase[x_?VectorQ] computes the unwrapped phase of a complex vector representing time series values; UnwrapPhase[x_?MatrixQ] computes the unwrapped phase of a complex time series."; +CombineColumns::usage="CombineColumns[list1_,list2_] combines columns from two lists in into a single list, e.g. CombineColumns[{1,2,3},{4,5,6}] will yield {{1,4},{2,5},{3,6}}."; +fH::usage="fH[f,M]"; +fNU::usage="fNU[f,M]"; + +tPhys::usage="tPhys[t,M]"; +tNR::usage="tNR[t,M]"; + + +Begin["`Private`"] + + +Options[EasyMatchT]={PadRight->7, Listable->True, FreqFormat->{"Mf","Index","Index"},DisableChecks->False}; +Options[EasyMatchT]=Options[EasyMatchT]; +EasyMatchT[h1_?ListQ,h2_?ListQ,tMin_,tMax_,OptionsPattern[]]:=Module[{t,fHz,scale,h1red,h2red,tableS,norm1,norm2,myTable,myTable2,prod,psddat,fMinInd,fMaxInd,dt}, + +h1red=Select[h1,tMin<=#[[1]]<=tMax&][[All,2]]; +h2red=Select[h2,tMin<=#[[1]]<=tMax&][[All,2]]; + +norm1=Total[(Abs@h1red)^2]; +norm2=Total[(Abs@h2red)^2]; + +myTable=h1red Conjugate@h2red; +Re@Total[myTable]/Sqrt[norm1 norm2] +]; + + +IsFPNumberQ[str_String]:=StringMatchQ[StringTrim@str,RegularExpression["[+-]?\\d+\\.?\\d*$"]] || + StringMatchQ[StringTrim@str,RegularExpression["[-+]?\\d*\\.\\d+([eE][-+]?\\d+)?"]] + + +TimeOfMaximum[list_?ListQ,OptionsPattern[{"MinTime"->""}]]:=Module[{reducedList,vals,maxval,maxpos,mintime}, + +mintime=OptionValue["MinTime"]; + +If[NumberQ@mintime, + reducedList=Select[list,#[[1]]>= mintime&];, + reducedList=list; +]; + +vals=Abs@TakeColumn[reducedList,2]; +maxval=Max@vals; + +If[Length@Union@vals>1, +maxpos=First@First@Position[vals,maxval]; +First[reducedList[[maxpos]]], +"NOMAX"] +]; + + +PlanckTaper[t_?VectorQ,t1_,t2_]:=Module[{tmid=Select[t,t1<#<t2&]},Join[ +ConstantArray[0,Length@Select[t,#<=t1&]], +1/(Exp[(t2-t1)/(tmid-t1)+(t2-t1)/(tmid-t2)]+1), +ConstantArray[1,Length@Select[t,#>=t2&]] +]]; +PlanckTaper[t_?NumberQ,t1_,t2_]:= +Piecewise[{{0,t<=t1}, +{1/(Exp[(t2-t1)/(t-t1)+(t2-t1)/(t-t2)]+1),t1<t<t2}, +{1,t>= t2} +}]; + + +StringToNumber[y_]:=Module[{temp,x}, + +x = ToString@y; + +temp = StringReplace[x," "->""]; + +If[StringMatchQ[temp,NumberString], + ToExpression@temp, + temp = ReadFloatingPointNumbers[temp]; + If[ListQ@temp && Length@temp > 0, + First@temp, + Indeterminate + ]] +] + + +ReadFloatingPointNumbers[lineIn_String,matchAnyFP_:True]:=Module[{line,fpregex,simpleHackRule,temp}, +temp=Map[ToString,Range[0,9]]; + +simpleHackRule=temp/.xx_/;StringQ@xx:>xx->xx<>".0"; +line=lineIn/.simpleHackRule; + +simpleHackRule=temp/.xx_/;StringQ@xx:>xx<>"."->xx<>".0"; +line=line/.simpleHackRule; + +If[matchAnyFP,fpregex="[-+]?\\d*\\.\\d+([eE][-+]?\\d+)?";(*matches any floating point number*),fpregex="[-+]?\\d*\\.?\\d+[eE][-+]?\\d+";(*matches only floating point numbers in exponential format*)]; +Map[Read[StringToStream[#],Number]&,StringCases[line,RegularExpression[fpregex]]] +]; + + +ReSampleTD[data_,sample_]:=Module[{dataInt,domain,times}, + +dataInt=Interpolation@data; +domain=InterpolationDomain@dataInt; +times=Range[domain[[1,1]],domain[[1,2]],sample]; +Transpose[{times,dataInt@times}] +] + + +(* ::Code::Initialization:: *) +AtomsList[expr_]:=Union@Select[Level[expr,{0,Infinity}],AtomQ]; +InterpolationDomain[fun_]:=Module[{min,max},fun[[1]]]; +TakeColumn[list1_?ListQ,list2_?ListQ]:=Map[Part[#,list2]&,list1]; +TakeColumn[list1_?ListQ,n_?IntegerQ]:=(list1//Transpose)[[n]]; + + +positionDuplicates[listaux_]:=GatherBy[Range@Length[listaux],listaux[[#]]&]; + + +Arg0DStructs[reim_?MatrixQ]:=UnwrappedPhase[reim] + + +Arg0DStructs[reim_?MatrixQ,thresh_?NumberQ]:=Arg0DStructs[reim] + + +Arg0DStructs[re_?MatrixQ,im_?MatrixQ]:=Module[{revals,imvals,reim,reimvals,times,i,j,diff, +tmp,twopi,zero,test,thresh=N@\[Pi]}, + +times=TakeColumn[re,1]; +revals=TakeColumn[re,2]; +imvals=TakeColumn[im,2]; +reim = revals + I imvals; + +reimvals=Arg@TakeColumn[reim,2]; + +tmp=N[2 \[Pi]]; +twopi=ConstantArray[tmp,Length@times]; +zero=ConstantArray[0.,Length@times]; + +Do[ +test=(reimvals[[i+1]]-reimvals[[i]]); +If[(test>thresh), +reimvals=reimvals-Join[zero[[;;i]],twopi[[i+1;;]]]; +]; + +If[(test<-thresh), +reimvals=reimvals+Join[zero[[;;i]],twopi[[i+1;;]]]; +];, +{i,1,Length@reimvals-1} +]; +CombineColumns[times,reimvals] +]; + + +Abs0DStructs[re_,im_]:=Module[{revals,imvals,reimvals,times,dt,result}, + +times=Map[First,re]; +revals=Map[Last,re]; +imvals=Map[Last,im]; + +reimvals=revals + I imvals; +reimvals=Abs@reimvals; + +result=CombineColumns[times,reimvals] +]; + + +Abs0DStructs[reim_]:=Module[{reimvals,times,dt,result}, + +times=Map[First,reim]; + +reimvals=Map[Last,reim]; +reimvals=Abs@reimvals; + +result=CombineColumns[times,reimvals] +]; + + +UnwrapPhaseVector=Compile[{{data,_Real,1}}, +(* Juergen Tischer, +http://forums.wolfram.com/mathgroup/archive/1998/May/msg00105.html*) +FoldList[Round[(#1-#2)/(2Pi)] 2Pi+#2&,First[data],Rest[data]] +]; + + +UnwrappedPhase[data_?VectorQ]:=UnwrapPhaseVector[Arg@data] + + +UnwrappedPhase[data_?MatrixQ]:=CombineColumns[TakeColumn[data,1],UnwrapPhaseVector[Arg@TakeColumn[data,2]]] + + +CombineColumns[list1_,list2_]:=If[Length@list1==Length@list2, {list1,list2}//Transpose,0{list1,list1}//Transpose] + +CombineColumns[list_]:=If[Length@Union@(Length /@ list) == 1, list//Transpose,{}] + + +fH[f_,M_]:=Module[{c,G,MS}, +c=2.99792458 10^8;G=6.67259*10^-11;MS=1.9885*10^30; +(c)^3/((M)MS(G)) f];(* in Solar mass units *) +fNU[f_,M_]:=Module[{c,G,MS},c=2.99792458 10^8;G=6.67259*10^-11;MS=1.9885*10^30;((M)MS(G))/(c)^3 f] + +tPhys[t_,M_]:=Module[{c,G,MS},c=2.99792458 10^8;G=6.67259*10^-11;MS=1.9885*10^30; + ((M)MS(G))/(c)^3 t] + +tNR[t_,M_]:=Module[{c,G,MS},c=2.99792458 10^8;G=6.67259*10^-11;MS=1.9885*10^30; + 1/(((M)MS(G))/(c)^3) t] + + +Options[CNMinimize]=Join[Options@NMinimize,{"Method"->Automatic}]; +CNMinimize[data_,ansatz_,vars_,{x_,xlist_},OptionsPattern[]]:=Module[{likelihood,ansatzlist,method}, +method=OptionValue["Method"]; + +ansatzlist=ansatz/.x->xlist; +likelihood=Total[(Re[ansatzlist-data]^2+Im[ansatzlist-data]^2)]; +NMinimize[likelihood,vars,Method->method] +]; + + +GetAsymptoticMultiMode[h5file_,order_,list_,OptionsPattern[{"Verbose"->False,"TiReIm"->True,"ZeroAlign"->False,"ReSample"->True,"Sampling"->0.5}]]:=Module[{datasets,targetstring,pos,VPrint, +l,m,positions,timreim,tt,re,im,import,zeroalign,tmax,resample,wave,sampling}, +VPrint[expr___]:=If[OptionValue["Verbose"],Print[expr]]; +timreim=OptionValue["TiReIm"]; +zeroalign=OptionValue["ZeroAlign"]; +resample=OptionValue["ReSample"]; +sampling=OptionValue["Sampling"]; + +datasets=Import[h5file,"Datasets"]; + +positions=Table[ + If[NumberQ[order],l=list[[i,1]]; + m=list[[i,2]]; + targetstring="/Extrapolated_N"<>ToString[order]<>".dir/Y_l"<>ToString[l]<>"_m"<>ToString[m]<>".dat"; + , + If[order==="outermost",targetstring="/OutermostExtraction.dir/Y_l"<>ToString[l]<>"_m"<>ToString[m]<>".dat";] + ]; +VPrint["Targeting entry: ",targetstring]; +pos=Flatten[Position[datasets,targetstring]];Switch[Length[pos], +0,Print["Data not found"];Return[Null];, +1,pos=pos[[1]];, +_,Print["Error, two entries with this name"]; +Return[Null];]; +VPrint["Annotations: ",Import[h5file,{"Annotations",pos}]]; +VPrint["Data Format: ",Import[h5file,{"DataFormat",pos}]]; +VPrint["Data dimensions: ",Import[h5file,{"Dimensions",pos}]]; +VPrint["Data encoding: ",Import[h5file,{"DataEncoding",pos}]]; +pos,{i,1,Length[list]}]; + +If[Length[list]==1, + import={Import[h5file,{"Data",positions}]};, + import=Import[h5file,{"Data",positions}]; +]; + +If[timreim,wave=(#1/. {tt_,re_,im_}->{tt,re+I im}&)/@import;,wave=import]; +If[resample,wave=ReSampleTD[#,sampling]&/@wave;]; +If[zeroalign,tmax=TimeOfMaximum[wave[[1,-Round[(Length@wave[[1]])/2];;-1]]];Table[wave[[i,All,1]]=wave[[i,All,1]]-tmax,{i,Length@import}]]; +wave +] + + +SXSMetaFilesToRules[filePath_]:=Module[{filepath,fileList,meta1,pos1,meta2,meta3,meta4,value,var,list}, + + +If[ListQ@filePath,filepath=filePath[[1]],filepath=filePath]; +If[Not@FileExistsQ@filepath,Print["File not found"];Return[]]; + +(*Reading the file*) +fileList=ReadList[filepath,String]; +(*Delete comments*) + +meta1=Delete[fileList,Position[StringMatchQ[fileList,"#*"],True]]; + +(*Fix eccentricity*) +meta1[[Flatten@Position[StringMatchQ[meta1,"*<*e-*"],True]]]=StringReplace[meta1[[Flatten@Position[StringMatchQ[meta1,"*<*e-*"],True]]],"<"->""]; + +(*Find = *) +meta2=meta1[[Flatten@Position[StringMatchQ[meta1,"*=*"],True]]]; + +meta3=StringSplit[meta2,"="]; + +(* Select non-empty fields*) +meta3=Select[meta3,Length@#>1&]; + +(*Delete spaces*) +meta4=Transpose[{StringReplace[meta3[[All,1]]," "->""],StringReplace[meta3[[All,2]]," "->""]}]; + +var=meta4[[All,1]]; +value=meta4[[All,2]]; + +value=StringSplit[#,","]&/@value; +(*Delete empty elements*) +(*value=Select[value, UnsameQ[#, {}] &];*) + +list={}; +Do[ +If[Length@value[[i]]==0, + {} + , + If[IsFPNumberQ@value[[i,1]], + value[[i]]=(StringToNumber@#)&/@value[[i]]; + ]; + list=AppendTo[list,{var[[i]]->value[[i]]}]; + ]; +, +{i,1,Length@value}]; + +Flatten@list + +] + + +SXSParClassification[sxsdir_?ListQ,ClassStr_?ListQ,OptionsPattern[{"\[Epsilon]"->0.001,"HighSpin"->0.8,"UnRepeated"->False,"Verbose"->False,"Mass1-Str"->"initial-mass1","Mass2-Str"->"initial-mass2"}]]:=Module[{metafiles,metadata, +orbitStr="number-of-orbits",dStr="initial-separation",mass1Str,mass2Str,spin1Str="initial-dimensionless-spin1", +spin2Str="initial-dimensionless-spin2",eccStr="relaxed-eccentricity",spin1Dim,spin2Dim,mass1,mass2,massratio,eccentricity,dist,orbit,select,pos,condition,A1,A2,precvalue,precvalueNorm,\[Epsilon], +spin1Norm,spin2Norm,highspin,spintest,\[Chi]eff,sxsdirout,spinz,spinzDiff,auxDist,posdup,posdupDist,posdistecc,unrepeated,verbose,sxsdiroutaux,precvalue1,precvalue2,precvalueNorm1,precvalueNorm2}, + +Print["Classification Input Variables. Examples: {{'MassRatio', '0.99<#<1.1'}},{{'Distance', '#>16'}},{{'Orbits', '#>25'}},{{'Precessing'}}, +{{'Non-Precessing'}},{{'High-Spin'}},{{'\[Chi]eff','#>0.6'}},{{'\[Chi]1','#>0.6'}},{{'\[Chi]2','#>0.6'}},{{'Unequal'}}"]; +Print["Take care! Some of the sxs file names are not consistent with the metadata files"]; +Print["The spin definition is consitent with 'initial-spin' values and not relaxed ones"]; +Print["The mass definition is consitent with 'initial-mass' values and not relaxed ones"]; + +mass1Str=OptionValue["Mass1-Str"]; +mass2Str=OptionValue["Mass2-Str"]; + +(* Kill the loop if the root directory is wrong *) +If[And@@(Not/@DirectoryQ/@sxsdir),Print[Style["Directory not found",Red]];Return[{}]]; + +sxsdirout=sxsdir; + +\[Epsilon]=OptionValue["\[Epsilon]"]; +highspin=OptionValue["HighSpin"]; +unrepeated=OptionValue["UnRepeated"]; +verbose=OptionValue["Verbose"]; + +metafiles=Flatten[FileNames["metadata.txt",#,4]&/@sxsdirout,1]; +metadata=SXSMetaFilesToRules[#]&/@metafiles; +mass1=Flatten@((mass1Str/.#)&/@metadata); +mass2=Flatten@((mass2Str/.#)&/@metadata); +massratio=mass1/mass2; +dist=Flatten@((dStr/.#)&/@metadata); +orbit=Flatten@((orbitStr/.#)&/@metadata); +spin1Dim=((spin1Str/.#)&/@metadata); +spin2Dim=((spin2Str/.#)&/@metadata); +A1=(1+3 massratio/(4.)); +A2=(1+3 /(4.*massratio) ); +\[Chi]eff=massratio/(1.+massratio)*spin1Dim +1./(1+massratio)*spin2Dim; +eccentricity=Flatten[(eccStr/.#)&/@metadata]; +spinz=Chop/@Transpose[{TakeColumn[spin1Dim,3],TakeColumn[spin2Dim,3]}]; +spinzDiff=Abs[(#[[2]]-#[[1]])&/@spinz]; +condition=ClassStr[[All,1]]; +select=Table[If[Length@ClassStr[[i]]==2,ToExpression@(ClassStr[[i,2]]),"Null"],{i,1,Length@ClassStr}]; +pos=Table[i,{i,Length@sxsdirout}]; + +Do[ + +Which[condition[[i]]=="MassRatio", + +If[Length@ClassStr[[i]]!= 2,Print["Wrong input"];Break[]]; + +pos=Flatten@Position[massratio,_?(Evaluate[select[[i]]]&)]; +massratio=massratio[[pos]]; +dist=dist[[pos]]; +orbit=orbit[[pos]]; +spin1Dim=spin1Dim[[pos]]; +spin2Dim=spin2Dim[[pos]]; +A1=A1[[pos]]; +A2=A2[[pos]]; +spinzDiff=spinzDiff[[pos]]; +eccentricity=eccentricity[[pos]]; +\[Chi]eff=\[Chi]eff[[pos]]; +sxsdirout=sxsdirout[[pos]];, + +condition[[i]]== "Distance", + +If[Length@ClassStr[[i]]!= 2,Print["Wrong input"];Break[]]; + +pos=Flatten@Position[sxsdirout=sxsdirout[[pos]];,_?(Evaluate[select[[i]]]&)]; +massratio=massratio[[pos]]; +dist=dist[[pos]]; +orbit=orbit[[pos]]; +spin1Dim=spin1Dim[[pos]]; +spin2Dim=spin2Dim[[pos]]; +A1=A1[[pos]]; +A2=A2[[pos]]; +spinzDiff=spinzDiff[[pos]]; +eccentricity=eccentricity[[pos]]; +\[Chi]eff=\[Chi]eff[[pos]]; + +sxsdirout=sxsdirout[[pos]];, + +condition[[i]]== "Orbits", + +If[Length@ClassStr[[i]]!= 2,Print["Wrong input"];Break[]]; + +pos=Flatten@Position[orbit,_?(Evaluate[select[[i]]]&)]; +massratio=massratio[[pos]]; +dist=dist[[pos]]; +orbit=orbit[[pos]]; +spin1Dim=spin1Dim[[pos]]; +spin2Dim=spin2Dim[[pos]]; +A1=A1[[pos]]; +A2=A2[[pos]]; +spinzDiff=spinzDiff[[pos]]; +eccentricity=eccentricity[[pos]]; +\[Chi]eff=\[Chi]eff[[pos]]; + +sxsdirout=sxsdirout[[pos]];, + +condition[[i]]== "Non-Precessing", + +(*precvalue=(#)\[Cross]{0,0,1}&/@((spin1Dim)A1+(spin2Dim)A2);*) +precvalue1=(#)\[Cross]{0,0,1}&/@((spin1Dim)A1); +precvalue2=(#)\[Cross]{0,0,1}&/@((spin2Dim)A2); +precvalueNorm1=Norm[#]&/@precvalue1; +precvalueNorm2=Norm[#]&/@precvalue2; +precvalueNorm=precvalueNorm1^2+precvalueNorm2^2; +pos=Flatten@Position[precvalueNorm,_?(#<\[Epsilon] &)]; + +massratio=massratio[[pos]]; +dist=dist[[pos]]; +orbit=orbit[[pos]]; +spin1Dim=spin1Dim[[pos]]; +spin2Dim=spin2Dim[[pos]]; +A1=A1[[pos]]; +A2=A2[[pos]]; +spinzDiff=spinzDiff[[pos]]; +eccentricity=eccentricity[[pos]]; +\[Chi]eff=\[Chi]eff[[pos]]; + +sxsdirout=sxsdirout[[pos]];, + +condition[[i]]== "Unequal", + +pos=Flatten@Position[spinzDiff,_?(#>\[Epsilon] &)]; + +massratio=massratio[[pos]]; +dist=dist[[pos]]; +orbit=orbit[[pos]]; +spin1Dim=spin1Dim[[pos]]; +spin2Dim=spin2Dim[[pos]]; +A1=A1[[pos]]; +A2=A2[[pos]]; +spinzDiff=spinzDiff[[pos]]; +eccentricity=eccentricity[[pos]]; +\[Chi]eff=\[Chi]eff[[pos]]; + +sxsdirout=sxsdirout[[pos]];, + +condition[[i]]=="Precessing", + +precvalue1=(#)\[Cross]{0,0,1}&/@((spin1Dim)A1); +precvalue2=(#)\[Cross]{0,0,1}&/@((spin2Dim)A2); +precvalueNorm1=Norm[#]&/@precvalue1; +precvalueNorm2=Norm[#]&/@precvalue2; +precvalueNorm=precvalueNorm1^2+precvalueNorm2^2; + +(*precvalue=(#)\[Cross]{0,0,1}&/@((spin1Dim)A1+(spin2Dim)A2);*) + +pos=Flatten@Position[precvalueNorm,_?(#>\[Epsilon] &)]; +massratio=massratio[[pos]]; +dist=dist[[pos]]; +orbit=orbit[[pos]]; +spin1Dim=spin1Dim[[pos]]; +spin2Dim=spin2Dim[[pos]]; +A1=A1[[pos]]; +A2=A2[[pos]]; +spinzDiff=spinzDiff[[pos]]; +eccentricity=eccentricity[[pos]]; +\[Chi]eff=\[Chi]eff[[pos]]; + +sxsdirout=sxsdirout[[pos]];, + +condition[[i]]== "High-Spin", + +spin1Norm=Norm[#]&/@spin1Dim; +spin2Norm=Norm[#]&/@spin2Dim; + +spintest=Table[If[Abs@spin1Norm[[i]]>=highspin || Abs@spin2Norm[[i]]>=highspin,True,False],{i,1,Length@spin1Norm}]; +pos=Flatten@Position[spintest,True]; +massratio=massratio[[pos]]; +dist=dist[[pos]]; +orbit=orbit[[pos]]; +spin1Dim=spin1Dim[[pos]]; +spin2Dim=spin2Dim[[pos]]; +A1=A1[[pos]]; +A2=A2[[pos]]; +spinzDiff=spinzDiff[[pos]]; +eccentricity=eccentricity[[pos]]; +\[Chi]eff=\[Chi]eff[[pos]]; + +sxsdirout=sxsdirout[[pos]];, + +condition[[i]]== "\[Chi]eff", + +If[Length@ClassStr[[i]]!= 2,Print["Wrong input"];Break[]]; + +pos=Flatten@Position[Norm[#]&/@\[Chi]eff,_?(Evaluate[select[[i]]] &)]; +massratio=massratio[[pos]]; +dist=dist[[pos]]; +orbit=orbit[[pos]]; +spin1Dim=spin1Dim[[pos]]; +spin2Dim=spin2Dim[[pos]]; +A1=A1[[pos]]; +A2=A2[[pos]]; +spinzDiff=spinzDiff[[pos]]; +eccentricity=eccentricity[[pos]]; +\[Chi]eff=\[Chi]eff[[pos]]; + +sxsdirout=sxsdirout[[pos]];, + +condition[[i]]== "\[Chi]1", + +If[Length@ClassStr[[i]]!= 2,Print["Wrong input"];Break[]]; + +pos=Flatten@Position[Norm[#]&/@spin1Dim,_?(Evaluate[select[[i]]] &)]; +massratio=massratio[[pos]]; +dist=dist[[pos]]; +orbit=orbit[[pos]]; +spin1Dim=spin1Dim[[pos]]; +spin2Dim=spin2Dim[[pos]]; +A1=A1[[pos]]; +A2=A2[[pos]]; +spinzDiff=spinzDiff[[pos]]; +eccentricity=eccentricity[[pos]]; +\[Chi]eff=\[Chi]eff[[pos]]; + +sxsdirout=sxsdirout[[pos]];, + +condition[[i]]== "\[Chi]2", + +If[Length@ClassStr[[i]]!= 2,Print["Wrong input"];Break[]]; + +pos=Flatten@Position[Norm[#]&/@spin2Dim,_?(Evaluate[select[[i]]] &)]; +massratio=massratio[[pos]]; +dist=dist[[pos]]; +orbit=orbit[[pos]]; +spin1Dim=spin1Dim[[pos]]; +spin2Dim=spin2Dim[[pos]]; +A1=A1[[pos]]; +A2=A2[[pos]]; +spinzDiff=spinzDiff[[pos]]; +eccentricity=eccentricity[[pos]]; +\[Chi]eff=\[Chi]eff[[pos]]; + +sxsdirout=sxsdirout[[pos]];, + + +condition[[i]]== "relaxed-eccentricity", + +If[Length@ClassStr[[i]]!= 2,Print["Wrong input"];Break[]]; + +pos=Flatten@Position[eccentricity,_?(Evaluate[select[[i]]] &)]; +massratio=massratio[[pos]]; +dist=dist[[pos]]; +orbit=orbit[[pos]]; +spin1Dim=spin1Dim[[pos]]; +spin2Dim=spin2Dim[[pos]]; +A1=A1[[pos]]; +A2=A2[[pos]]; +spinzDiff=spinzDiff[[pos]]; +eccentricity=eccentricity[[pos]]; +\[Chi]eff=\[Chi]eff[[pos]]; + +sxsdirout=sxsdirout[[pos]];, + True, +Print[Style["Wrong input",Bold,Red,16]]; +Break[]; +]; +,{i,1,Length@ClassStr}]; + + +If[unrepeated, + +Print["Taking among the repeated cases only those with lower eccentricity and larger D (just in case ei=ej)"]; + +(* Selecting Case with lower e *) +auxDist=Transpose[{Round[#&/@massratio,0.1],Round[Chop[#,10^(-2)],0.01]&/@spin1Dim,Round[Chop[#,10^(-2)],0.01]&/@spin2Dim,dist,eccentricity}]; +posdup=positionDuplicates@auxDist[[All,1;;3]]; +posdistecc=Flatten[#,1]&/@Table[Position[auxDist[[posdup[[i]],5]],Min@auxDist[[posdup[[i]],5]]],{i,1,Length@posdup}]; +posdistecc=Flatten@Table[posdup[[i,posdistecc[[i]]]],{i,1,Length@posdup}]; +sxsdirout=sxsdirout[[posdistecc]]; + +(* Selecting Case with larger D *) +auxDist=auxDist[[posdistecc]]; +posdup=positionDuplicates@auxDist[[All,1;;3]]; +posdistecc=Flatten[#,1]&/@Table[Position[auxDist[[posdup[[i]],4]],Max@auxDist[[posdup[[i]],4]]],{i,1,Length@posdup}]; +posdistecc=Flatten@Table[posdup[[i,posdistecc[[i]]]],{i,1,Length@posdup}]; + +auxDist=auxDist[[posdistecc]]; +sxsdirout=sxsdirout[[posdistecc]]; +sxsdiroutaux=SortBy[Table[Join[{sxsdirout[[i]]},auxDist[[i]]],{i,1,Length@sxsdirout}],#[[2]]&]; + +If[verbose, +Print[Prepend[Table[ToString@#&/@sxsdiroutaux[[i]],{i,1,Length@sxsdiroutaux}],{"Case","q","\[Chi]1","\[Chi]2","D","e"}]//TableForm]]; + +sxsdiroutaux[[All,1]], + +auxDist=Transpose[{Round[#&/@massratio,0.1],Round[Chop[#,10^(-2)],0.01]&/@spin1Dim,Round[Chop[#,10^(-2)],0.01]&/@spin2Dim,dist,eccentricity}]; +(*sxsdiroutaux=Table[Join[{sxsdirout[[i]]},auxDist[[i]]],{i,1,Length@sxsdirout}];*) +sxsdiroutaux=SortBy[Table[Join[{sxsdirout[[i]]},auxDist[[i]]],{i,1,Length@sxsdirout}],#[[2]]&]; +If[verbose, +Print[Prepend[Table[ToString@#&/@sxsdiroutaux[[i]],{i,1,Length@sxsdiroutaux}],{"Case","q","\[Chi]1","\[Chi]2","D","e"}]//TableForm]]; + +sxsdiroutaux[[All,1]]] +] + + +Options[\[Omega]lmn]={"ModesData"->{},"ModesFile"->""}; +\[Omega]lmn[l_,m_,n_,\[Eta]_,\[Chi]1_,\[Chi]2_,OptionsPattern[]]:=Module[{file,data,modesdata,modesfile,sp,fmass,f\[Chi],\[Chi]\[Omega]\[Tau],\[Omega],\[Tau],llim,ulim}, +modesdata=OptionValue["ModesData"]; +modesfile=OptionValue["ModesFile"]; + +If[Length[modesdata]==0, + If[n<=7, + file=modesfile<>"l"<>ToString[l]<>"/n"<>ToString[n+1]<>"l"<>ToString[l]<>"m"<>ToString[m]<>".dat";, + file=modesfile<>"l"<>ToString[l]<>"/n7l"<>ToString[l]<>"m"<>ToString[m]<>".dat"]; + If[Not@FileExistsQ[file],Print["File not found"];Return[];]; + data=Import[file];, + + data=modesdata; + ]; + +\[Chi]\[Omega]\[Tau]=TakeColumn[data,{1,2,3}]; + +fmass=1-EradUIB2017[\[Eta],\[Chi]1,\[Chi]2]; +f\[Chi]=FinalSpinUIB2017[\[Eta],\[Chi]1,\[Chi]2]; + +ulim=Flatten[Select[\[Chi]\[Omega]\[Tau],#[[1]]>=f\[Chi]&,1]]; +llim=Flatten[Select[\[Chi]\[Omega]\[Tau],#[[1]]-ulim[[1]]<0&][[-1]]]; +\[Omega]=Mean[Join[{ulim},{llim}]][[2]]/fmass; +\[Tau]=Mean[(Abs[1/Join[{ulim},{llim}]]*fmass)][[-1]]; +{\[Omega],\[Tau]} +] + + +EradUIB2017[\[Eta]_,\[Chi]1_,\[Chi]2_]:=Module[{m1,m2,S}, +m1=1/2 (1+Sqrt[1-4 \[Eta]]); +m2=1/2 (1-Sqrt[1-4 \[Eta]]); + +S= (m1^2 \[Chi]1 + m2^2 \[Chi]2)/(m1^2 + m2^2); + +(((1-(2 Sqrt[2])/3) \[Eta]+0.5609904135313374` \[Eta]^2-0.84667563764404` \[Eta]^3+3.145145224278187` \[Eta]^4) (1+S^3 (-0.6320191645391563`+ 4.952698546796005` \[Eta]-10.023747993978121` \[Eta]^2)+S^2 (-0.17762802148331427`+ 2.176667900182948` \[Eta]^2)+S (-0.13084389181783257`- 1.1387311580238488` \[Eta]+5.49074464410971` \[Eta]^2)))/(1+S (-0.9919475346968611`+ 0.367620218664352` \[Eta]+4.274567337924067` \[Eta]^2)) +-0.01978238971523653` S (1-4.91667749015812` \[Eta]) (1-4 \[Eta])^0.5` \[Eta] (\[Chi]1-\[Chi]2)-0.09803730445895877` (1-4 \[Eta])^0.5` (1-3.2283713377939134` \[Eta]) \[Eta]^2 (\[Chi]1-\[Chi]2)+0.01118530335431078` \[Eta]^3 (\[Chi]1-\[Chi]2)^2] + + +FinalSpinUIB2017[\[Eta]_,\[Chi]1_,\[Chi]2_]:=Module[{m1,m2,S}, +m1=1/2 (1+Sqrt[1-4 \[Eta]]); +m2=1/2 (1-Sqrt[1-4 \[Eta]]); + +S= (m1^2 \[Chi]1 + m2^2 \[Chi]2)/(m1^2 + m2^2); + +(m1^2 \[Chi]1 + m2^2 \[Chi]2) +(2 Sqrt[3] \[Eta]+20.0830030082033` \[Eta]^2-12.333573402277912` \[Eta]^3)/(1+7.2388440419467335` \[Eta])+ + 0.3223660562764661` (1-4 \[Eta])^0.5` \[Eta]^2 (1+9.332575956437443` \[Eta]) (\[Chi]1-\[Chi]2)-0.059808322561702126` \[Eta]^3 (\[Chi]1-\[Chi]2)^2+ +(2.3170397514509933` (1-4 \[Eta])^0.5` (1-3.2624649875884852` \[Eta]) \[Eta]^3 (\[Chi]1-\[Chi]2) (1/4 (1+Sqrt[1-4 \[Eta]])^2 \[Chi]1+1/4 (1-Sqrt[1-4 \[Eta]])^2 \[Chi]2))/(1/4 (1-Sqrt[1-4 \[Eta]])^2+1/4 (1+Sqrt[1-4 \[Eta]])^2)+ +(((0.` -0.8561951310209386` \[Eta]-0.09939065676370885` \[Eta]^2+1.668810429851045` \[Eta]^3) (1/4 (1+Sqrt[1-4 \[Eta]])^2 \[Chi]1+1/4 (1-Sqrt[1-4 \[Eta]])^2 \[Chi]2))/(1/4 (1-Sqrt[1-4 \[Eta]])^2+1/4 (1+Sqrt[1-4 \[Eta]])^2)+((0.` +0.5881660363307388` \[Eta]-2.149269067519131` \[Eta]^2+3.4768263932898678` \[Eta]^3) (1/4 (1+Sqrt[1-4 \[Eta]])^2 \[Chi]1+1/4 (1-Sqrt[1-4 \[Eta]])^2 \[Chi]2)^2)/(1/4 (1-Sqrt[1-4 \[Eta]])^2+1/4 (1+Sqrt[1-4 \[Eta]])^2)^2+((0.` +0.142443244743048` \[Eta]-0.9598353840147513` \[Eta]^2+1.9595643107593743` \[Eta]^3) (1/4 (1+Sqrt[1-4 \[Eta]])^2 \[Chi]1+1/4 (1-Sqrt[1-4 \[Eta]])^2 \[Chi]2)^3)/(1/4 (1-Sqrt[1-4 \[Eta]])^2+1/4 (1+Sqrt[1-4 \[Eta]])^2)^3)/(1+((-0.9142232693081653`+ 2.3191363426522633` \[Eta]-9.710576749140989` \[Eta]^3) (1/4 (1+Sqrt[1-4 \[Eta]])^2 \[Chi]1+1/4 (1-Sqrt[1-4 \[Eta]])^2 \[Chi]2))/(1/4 (1-Sqrt[1-4 \[Eta]])^2+1/4 (1+Sqrt[1-4 \[Eta]])^2))] + + +Eth[n_,f_] := - Sin[t]^n (D[f/Sin[t]^n,t]+I D[f/Sin[t]^n,p]/Sin[t]) +Yp1[l_,m_]:= FullSimplify[Sqrt[ (l-1)!/(l+1)!]Eth[0,SphericalHarmonicY[l,m,t,p]]] +Yp2[l_,m_]:= FullSimplify[Sqrt[ (l-2)!/(l+2)!]Eth[1,Eth[0,SphericalHarmonicY[l,m,t,p]]]] + +Ethbar[n_,f_] := - Sin[t]^(-n) (D[f Sin[t]^n,t]-I D[f Sin[t]^n,p]/Sin[t]) +Ym1[l_,m_]:= FullSimplify[Sqrt[ (l-1)!/(l+1)!](-1)^(-1) Ethbar[0,SphericalHarmonicY[l,m,t,p]]] +Ym2[l_,m_]:= FullSimplify[Sqrt[ (l-2)!/(l+2)!](-1)^(-2)Ethbar[-1,Ethbar[0,SphericalHarmonicY[l,m,t,p]]]] + + + +(* same source, direct formula using Wigner d-functions *) +wd[n_,l_,m_]:=Sum[ +(-1)^i Sqrt[(l+m)! (l-m)! (l+n)! (l-n)!] / ((l+m-i)!(l-n-i)!i!(i+n-m)!) +Cos[t/2]^(2l+m-n-2i)Sin[t/2]^(2i+n-m), +{i,Max[0,m-n],Min[l+m,l-n]} +] +Ydirect[n_,l_,m_]:=FullSimplify[(-1)^n Sqrt[(2l+1)/(4Pi)] wd[-n,l,m]E^(I m p)] + + +Options[DetectConvergence]={"Test"->FindMaximum}; +DetectConvergence[res_,\[Tau]_,OptionsPattern[]]:=Module[{intres,mins,tmax,t,fits,a,tol,tt,yy,test}, + +test=OptionValue["Test"]; + +tmax= 4 * \[Tau]; +intres=Interpolation@res; +mins=Quiet[Table[test[intres@t,{t,i}],{i,res[[1,1]]+5,res[[1,1]]+5 +tmax,10}]/.{yy_,tt_}->{t/.tt,yy}]; +mins=Select[mins,res[[1,1]]<#[[1]]<res[[-1,1]]&]; +SortBy[mins,First] +] + + +Options[OvertoneModel]=Join[Options[\[Omega]lmn],{"FixExtra"->True,"Fit\[Alpha]"->{},"Fit\[Tau]"->{},"Mode"->{2,2},"Vary\[Omega]"->False,"\[Omega]val"->{-0.05,0.05}}]; +OvertoneModel[overtones_,pars_,OptionsPattern[]]:=Block[{ansatz,fixetra,fit\[Alpha],fit\[Tau],l,m,mode,modesdata,modesfile,modto0,var,vary\[Omega],Global`t,ti,\[Tau]s,\[Alpha],\[Beta],\[Omega]s,\[Eta],\[Chi]1,\[Chi]2,\[Omega]val}, +fixetra=OptionValue["FixExtra"]; +fit\[Alpha]=OptionValue["Fit\[Alpha]"]; +fit\[Tau]=OptionValue["Fit\[Tau]"]; +mode=OptionValue["Mode"]; +vary\[Omega]=OptionValue["Vary\[Omega]"]; +\[Omega]val=OptionValue["\[Omega]val"]; +modesdata=OptionValue["ModesData"]; +modesfile=OptionValue["ModesFile"]; + +l=mode[[1]]; +m=mode[[2]]; +{\[Eta],\[Chi]1,\[Chi]2}=pars[[1;;3]]; + +(* Freqs. & damping times from Vitor *) +If[Length@modesdata==0, + \[Omega]s=Table[\[Omega]lmn[l,m,n,\[Eta],\[Chi]1,\[Chi]2,"ModesFile"->modesfile][[1]],{n,0,overtones}]; + var=Range[0,7]; + If[vary\[Omega],\[Omega]s=Table[If[n>0,var[[n+1]]=RandomReal[{1+\[Omega]val[[1]],1+\[Omega]val[[2]]}],var[[1]]=1];var[[n+1]]*\[Omega]lmn[l,m,n,\[Eta],\[Chi]1,\[Chi]2,"ModesFile"->modesfile][[1]],{n,0,overtones}]]; + \[Tau]s=Table[\[Omega]lmn[l,m,n,\[Eta],\[Chi]1,\[Chi]2,"ModesFile"->modesfile][[2]],{n,0,overtones}]; + , + \[Omega]s=Table[\[Omega]lmn[l,m,n,\[Eta],\[Chi]1,\[Chi]2,"ModesData"->modesdata[[n+1]]][[1]],{n,0,overtones}]; + var=Range[0,7]; + If[vary\[Omega],\[Omega]s=Table[If[n>0,var[[n+1]]=RandomReal[{1+\[Omega]val[[1]],1+\[Omega]val[[2]]}],var[[1]]=1];var[[n+1]]*\[Omega]lmn[l,m,n,\[Eta],\[Chi]1,\[Chi]2,"ModesData"->modesdata[[n+1]]][[1]],{n,0,overtones}]]; + \[Tau]s=Table[\[Omega]lmn[l,m,n,\[Eta],\[Chi]1,\[Chi]2,"ModesData"->modesdata[[n+1]]][[2]],{n,0,overtones}]; + ]; + + +ansatz=Sum[ToExpression["x"<>ToString[n]] Exp[-(Global`t-ti)/(\[Tau]s[[n+1]](1+ToExpression["\[Beta]"<>ToString[n]]))] (Cos[\[Omega]s[[n+1]](1+ToExpression["\[Alpha]"<>ToString[n]]) (Global`t)]+I Sin[ \[Omega]s[[n+1]](1+ToExpression["\[Alpha]"<>ToString[n]]) (t)] ),{n,0,overtones}]; +modto0=Complement[Table[i,{i,0,overtones}],fit\[Alpha]]; +modto0=Table[ToExpression["\[Alpha]"<>ToString[modto0[[i]]]],{i,Length@modto0}]; +ansatz=ansatz/.(Table[modto0[[i]]->0,{i,Length@modto0}]); + +modto0=Complement[Table[i,{i,0,overtones}],fit\[Tau]]; +modto0=Table[ToExpression["\[Beta]"<>ToString[modto0[[i]]]],{i,Length@modto0}]; +ansatz=ansatz/.(Table[modto0[[i]]->0,{i,Length@modto0}]) +] + + + +Options[OvertoneModelV2]=Join[Options[\[Omega]lmn],{"FixExtra"->True,"Fit\[Alpha]"->{},"Fit\[Tau]"->{},"Mode"->{2,2},"Vary\[Omega]"->False,"Mixing"->{False,{2,2}},"ReIm"->False,"AmpPhase"->False,"QualityFactor"->False,"ParameterValues"->{},"\[Omega]val"->{-0.05,0.05},"Export_\[Omega]val"->False}]; +OvertoneModelV2[overtones_,pars_,ti_,OptionsPattern[]]:=Block[{ansatz,ampansatz,amphase,ex\[Omega]val,fixetra,fit\[Alpha],fit\[Tau],im,imm,l,m,lm,modesdata,modesfile,mm,mixing,mode,modto0,parvals,phaseansatz,qfact,qfactm,qualfactorQ,re,reim,rem,Global`t,var,vary\[Omega],x,y,\[Tau]s,\[Tau]sm,\[Alpha],\[Beta],\[Omega]m,\[Omega]s,\[Omega]m\[Tau]sm,\[Eta],\[Chi]1,\[Chi]2,mixmode,\[Omega]val}, +fixetra=OptionValue["FixExtra"]; +fit\[Alpha]=OptionValue["Fit\[Alpha]"]; +fit\[Tau]=OptionValue["Fit\[Tau]"]; +mode=OptionValue["Mode"]; +vary\[Omega]=OptionValue["Vary\[Omega]"]; +mixing=OptionValue["Mixing"]; +reim=OptionValue["ReIm"]; +amphase=OptionValue["AmpPhase"]; +parvals=OptionValue["ParameterValues"]; +\[Omega]val=OptionValue["\[Omega]val"]; +ex\[Omega]val=OptionValue["Export_\[Omega]val"]; +modesdata=OptionValue["ModesData"]; +modesfile=OptionValue["ModesFile"]; +qualfactorQ=OptionValue["QualityFactor"]; +{lm,mm}=mixing[[2]]; + +l=mode[[1]]; +m=mode[[2]]; +{\[Eta],\[Chi]1,\[Chi]2}=pars[[1;;3]]; + +(* Freqs. & damping times from Vitor *) +If[Length@modesdata==0, + \[Omega]s=Table[\[Omega]lmn[l,m,n,\[Eta],\[Chi]1,\[Chi]2,"ModesFile"->modesfile][[1]],{n,0,overtones}]; + var=Range[0,7]; + If[vary\[Omega],\[Omega]s=Table[If[n>0,var[[n+1]]=RandomReal[{1+\[Omega]val[[1]],1+\[Omega]val[[2]]}],var[[1]]=1];var[[n+1]]*\[Omega]lmn[l,m,n,\[Eta],\[Chi]1,\[Chi]2,"ModesFile"->modesfile][[1]],{n,0,overtones}]]; + \[Tau]s=Table[\[Omega]lmn[l,m,n,\[Eta],\[Chi]1,\[Chi]2,"ModesFile"->modesfile][[2]],{n,0,overtones}]; + qfact=\[Omega]s*\[Tau]s; + , + \[Omega]s=Table[\[Omega]lmn[l,m,n,\[Eta],\[Chi]1,\[Chi]2,"ModesData"->modesdata[[n+1]]][[1]],{n,0,overtones}]; + var=Range[0,7]; + If[vary\[Omega],\[Omega]s=Table[If[n>0,var[[n+1]]=RandomReal[{1+\[Omega]val[[1]],1+\[Omega]val[[2]]}],var[[1]]=1];var[[n+1]]*\[Omega]lmn[l,m,n,\[Eta],\[Chi]1,\[Chi]2,"ModesData"->modesdata[[n+1]]][[1]],{n,0,overtones}]]; + \[Tau]s=Table[\[Omega]lmn[l,m,n,\[Eta],\[Chi]1,\[Chi]2,"ModesData"->modesdata[[n+1]]][[2]],{n,0,overtones}]; + qfact=\[Omega]s*\[Tau]s; + ]; + + +If[Not@amphase, + If[qualfactorQ, + ansatz=Sum[If[Not@reim,x=ToExpression["x"<>ToString[n]],x=ToExpression[("x"<>ToString[n])]+I ToExpression[("y"<>ToString[n])]]; x Exp[-(Global`t-ti)(\[Omega]s[[n+1]](1+ToExpression["\[Alpha]"<>ToString[n]])/(qfact[[n+1]](1+ToExpression["\[Beta]"<>ToString[n]])))] (Cos[\[Omega]s[[n+1]](1+ToExpression["\[Alpha]"<>ToString[n]]) (Global`t)]+I Sin[ \[Omega]s[[n+1]](1+ToExpression["\[Alpha]"<>ToString[n]]) (Global`t)] ),{n,0,overtones}]; + If[mixing[[1]], + \[Omega]m\[Tau]sm=Table[\[Omega]lmn[lm,mm,n,\[Eta],\[Chi]1,\[Chi]2,"ModesFile"->modesfile],{n,0,overtones}]; + \[Omega]m=\[Omega]m\[Tau]sm[[All,1]]; + \[Tau]sm=\[Omega]m\[Tau]sm[[All,2]]; + qfactm=\[Omega]m*\[Tau]sm; + ansatz=ansatz+Sum[If[Not@reim,x=ToExpression["xm"<>ToString[n]],x=ToExpression["xm"<>ToString[n]]+I ToExpression["ym"<>ToString[n]]];x Exp[-(Global`t-ti)(\[Omega]s[[n+1]](1+ToExpression["\[Alpha]"<>ToString[n]])/(qfactm[[n+1]](1+ToExpression["\[Beta]"<>ToString[n]])))] (Cos[\[Omega]m[[n+1]] (Global`t)]+I Sin[ \[Omega]m[[n+1]] (Global`t)] ),{n,0,overtones}]]; + , + ansatz=Sum[If[Not@reim,x=ToExpression["x"<>ToString[n]],x=ToExpression[("x"<>ToString[n])]+I ToExpression[("y"<>ToString[n])]]; x Exp[-(Global`t-ti)(1/(\[Tau]s[[n+1]](1+ToExpression["\[Beta]"<>ToString[n]])))] (Cos[\[Omega]s[[n+1]](1+ToExpression["\[Alpha]"<>ToString[n]]) (Global`t)]+I Sin[ \[Omega]s[[n+1]](1+ToExpression["\[Alpha]"<>ToString[n]]) (Global`t)] ),{n,0,overtones}]; + If[mixing[[1]], + \[Omega]m\[Tau]sm=Table[\[Omega]lmn[lm,mm,n,\[Eta],\[Chi]1,\[Chi]2,"ModesFile"->modesfile],{n,0,overtones}]; + \[Omega]m=\[Omega]m\[Tau]sm[[All,1]]; + \[Tau]sm=\[Omega]m\[Tau]sm[[All,2]]; + ansatz=ansatz+Sum[If[Not@reim,x=ToExpression["xm"<>ToString[n]],x=ToExpression["xm"<>ToString[n]]+I ToExpression["ym"<>ToString[n]]];x Exp[-(Global`t-ti)/(\[Tau]sm[[n+1]])] (Cos[\[Omega]m[[n+1]] (Global`t)]+I Sin[ \[Omega]m[[n+1]] (Global`t)] ),{n,0,overtones}]]; + ]; + , + If[qualfactorQ, + re=Sum[ToExpression["x"<>ToString[n]] Exp[-(Global`t-ti)(\[Omega]s[[n+1]](1+ToExpression["\[Alpha]"<>ToString[n]])/(qfact[[n+1]](1+ToExpression["\[Beta]"<>ToString[n]])))]Cos[\[Omega]s[[n+1]](1+ToExpression["\[Alpha]"<>ToString[n]]) (Global`t)+ToExpression["\[Phi]"<>ToString[n]]],{n,0,overtones}]; + im=Sum[ToExpression["x"<>ToString[n]] Exp[-(Global`t-ti)(\[Omega]s[[n+1]](1+ToExpression["\[Alpha]"<>ToString[n]])/(qfact[[n+1]](1+ToExpression["\[Beta]"<>ToString[n]])))]Sin[\[Omega]s[[n+1]](1+ToExpression["\[Alpha]"<>ToString[n]]) (Global`t)+ToExpression["\[Phi]"<>ToString[n]]],{n,0,overtones}]; + + If[mixing[[1]], + \[Omega]m\[Tau]sm=Table[\[Omega]lmn[lm,mm,n,\[Eta],\[Chi]1,\[Chi]2,"ModesFile"->modesfile],{n,0,overtones}]; + \[Omega]m=\[Omega]m\[Tau]sm[[All,1]]; + \[Tau]sm=\[Omega]m\[Tau]sm[[All,2]]; + qfactm=\[Omega]m*\[Tau]sm; + rem=Sum[ToExpression["x"<>ToString[n]] Exp[-(Global`t-ti)(\[Omega]s[[n+1]](1+ToExpression["\[Alpha]"<>ToString[n]])/(qfactm[[n+1]](1+ToExpression["\[Beta]"<>ToString[n]])))] (Cos[\[Omega]m[[n+1]] (Global`t)]+I Sin[ \[Omega]m[[n+1]] (Global`t)] ),{n,0,overtones}]; + imm=Sum[ToExpression["x"<>ToString[n]] Exp[-(Global`t-ti)(\[Omega]s[[n+1]](1+ToExpression["\[Alpha]"<>ToString[n]])/(qfactm[[n+1]](1+ToExpression["\[Beta]"<>ToString[n]])))] (Sin[\[Omega]m[[n+1]] (Global`t)]+I Sin[ \[Omega]m[[n+1]] (Global`t)] ),{n,0,overtones}]; + , + rem=0; + imm=0; + ]; + , + re=Sum[ToExpression["x"<>ToString[n]] Exp[-(Global`t-ti)/(\[Tau]s[[n+1]](1+ToExpression["\[Beta]"<>ToString[n]]))]Cos[\[Omega]s[[n+1]](1+ToExpression["\[Alpha]"<>ToString[n]]) (Global`t)+ToExpression["\[Phi]"<>ToString[n]]],{n,0,overtones}]; + im=Sum[ToExpression["x"<>ToString[n]] Exp[-(Global`t-ti)/(\[Tau]s[[n+1]](1+ToExpression["\[Beta]"<>ToString[n]]))]Sin[\[Omega]s[[n+1]](1+ToExpression["\[Alpha]"<>ToString[n]]) (Global`t)+ToExpression["\[Phi]"<>ToString[n]]],{n,0,overtones}]; + + If[mixing[[1]], + \[Omega]m\[Tau]sm=Table[\[Omega]lmn[lm,mm,n,\[Eta],\[Chi]1,\[Chi]2,"ModesFile"->modesfile],{n,0,overtones}]; + \[Omega]m=\[Omega]m\[Tau]sm[[All,1]]; + \[Tau]sm=\[Omega]m\[Tau]sm[[All,2]]; + rem=Sum[ToExpression["x"<>ToString[n]] Exp[-(Global`t-ti)/(\[Tau]sm[[n+1]])] (Cos[\[Omega]m[[n+1]] (Global`t)]+I Sin[ \[Omega]m[[n+1]] (Global`t)] ),{n,0,overtones}]; + imm=Sum[ToExpression["x"<>ToString[n]] Exp[-(Global`t-ti)/(\[Tau]sm[[n+1]])] (Sin[\[Omega]m[[n+1]] (Global`t)]+I Sin[ \[Omega]m[[n+1]] (Global`t)] ),{n,0,overtones}]; + , + rem=0; + imm=0; + ]; + ]; +ampansatz=Sqrt[(re+rem)^2+(im+imm)^2]; +phaseansatz=ArcTan[im/re]; +ansatz={ampansatz,phaseansatz}; +]; + +modto0=Complement[Table[i,{i,0,overtones}],fit\[Alpha]]; +modto0=Table[ToExpression["\[Alpha]"<>ToString[modto0[[i]]]],{i,Length@modto0}]; +ansatz=ansatz/.(Table[modto0[[i]]->0,{i,Length@modto0}]); + +modto0=Complement[Table[i,{i,0,overtones}],fit\[Tau]]; +modto0=Table[ToExpression["\[Beta]"<>ToString[modto0[[i]]]],{i,Length@modto0}]; +ansatz=ansatz/.(Table[modto0[[i]]->0,{i,Length@modto0}]); + +If[ex\[Omega]val,{ansatz,var},ansatz] +] + + + +Options[AICcRes]=Options[AICcRes]; +AICcRes[res_,coeff_]:=Module[{err,n,newfit,bracketedvars,ress,weigths}, +err=1; +n=Length@res; +ress=Total[err (Abs[res])^2]; +n Log[ress/n]+2(coeff+1)+(2*coeff(coeff+1) )/(n - coeff -1) + +] + + +Options[BICRes]=Options[AICcRes]; +BICRes[res_,coeff_]:=Module[{err,fact1,fact2,n,newfit,bracketedvars,ress,weigths}, +err=1; +n=Length@res; +ress=Total[err (Abs[res])^2]; +fact1=n Log[ress/n]; +fact2=Log[n](coeff+1.); +fact1+fact2 +] + + +Options[PValueTest]={"IRoot"->10}; +PValueTest[dfnum_,dfden_,signl_,OptionsPattern[]]:=Module[{xmax,iroot}, +iroot=OptionValue["IRoot"]; +xmax/.FindRoot[NIntegrate[PDF[FRatioDistribution[dfnum,dfden],x],{x,0,xmax}]==1-signl,{xmax,iroot}]] + + +(* ::Code::Initialization:: *) +End[]; +EndPackage[]; diff --git a/code/RDown.nb b/code/RDown.nb new file mode 100644 index 0000000..6f42013 --- /dev/null +++ b/code/RDown.nb @@ -0,0 +1,5763 @@ +(* Content-type: application/vnd.wolfram.mathematica *) + +(*** Wolfram Notebook File ***) +(* http://www.wolfram.com/nb *) + +(* CreatedBy='Mathematica 11.3' *) + +(*CacheID: 234*) +(* Internal cache information: +NotebookFileLineBreakTest +NotebookFileLineBreakTest +NotebookDataPosition[ 158, 7] +NotebookDataLength[ 230942, 5755] +NotebookOptionsPosition[ 224466, 5651] +NotebookOutlinePosition[ 224841, 5667] +CellTagsIndexPosition[ 224798, 5664] +WindowFrame->Normal*) + +(* Beginning of Notebook Content *) +Notebook[{ + +Cell[CellGroupData[{ +Cell["RDown Package", "Title", + CellChangeTimes->{{3.747969475841448*^9, 3.747969478495125*^9}, + 3.7479695552006407`*^9, {3.7999761494035053`*^9, + 3.7999761534214697`*^9}},ExpressionUUID->"412e446d-949d-4a39-ab8f-\ +2e74aab963be"], + +Cell["XJ 2020", "Subtitle", + CellChangeTimes->{{3.523020346046398*^9, 3.523020387550603*^9}, { + 3.7479695097873077`*^9, 3.747969513767797*^9}, {3.799118844355177*^9, + 3.799118844758204*^9}}, + FontSize->18,ExpressionUUID->"03c7a68d-9296-477d-858e-f28f41a96ef7"], + +Cell["\<\ +Provide functions to compute Ringdown related quantities in GR:\ +\>", "Subsubtitle", + CellChangeTimes->{{3.5230204030134068`*^9, 3.523020425030308*^9}, { + 3.5230265395509644`*^9, 3.523026547108094*^9}, {3.747969524970929*^9, + 3.747969552823316*^9}, {3.799118855009379*^9, + 3.799118862349341*^9}},ExpressionUUID->"1dd49449-a8ac-466f-9155-\ +195dee63ff9f"], + +Cell[CellGroupData[{ + +Cell["Compute frequencies and damping times.. ", "Item", + CellChangeTimes->{{3.522998382463629*^9, 3.5229984147045593`*^9}, { + 3.523020439792676*^9, 3.523020517729113*^9}, {3.747969559579624*^9, + 3.7479695758881598`*^9}, {3.747969685164095*^9, 3.7479697066498737`*^9}, { + 3.799118866559821*^9, + 3.799118871846408*^9}},ExpressionUUID->"5790c103-deb7-4616-bb6c-\ +3201fb52dcfe"], + +Cell["Compute RDown models.", "Item", + CellChangeTimes->{{3.522998382463629*^9, 3.5229984147045593`*^9}, + 3.523020439792676*^9, {3.523020524113278*^9, 3.523020543890162*^9}, { + 3.747969712073694*^9, 3.7479697210241117`*^9}, {3.799118874899969*^9, + 3.799118881800928*^9}},ExpressionUUID->"44de3030-71f6-405b-999e-\ +75aa76f5f611"] +}, Open ]], + +Cell["still incomplete", "Text", + CellChangeTimes->{{3.5230265802866173`*^9, 3.5230265869424953`*^9}}, + FontWeight->"Bold",ExpressionUUID->"9611da95-c63f-4174-ad5e-d05a8caf1d44"], + +Cell["TODO: Improve and improve", "Text", + CellChangeTimes->{{3.525272085056192*^9, 3.52527217803032*^9}, { + 3.747969747116612*^9, + 3.7479697512991533`*^9}},ExpressionUUID->"d61a9f74-a8b4-4661-9a96-\ +0aec3ba57e56"], + +Cell[CellGroupData[{ + +Cell["Begin Package", "Section", + CellChangeTimes->{{3.526304277369893*^9, + 3.526304293712488*^9}},ExpressionUUID->"d1f4fc7b-0fc3-4dfa-87e1-\ +5cab3334f1ef"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"(*", " ", + RowBox[{ + "Probably", " ", "not", " ", "all", " ", "the", " ", "extra", " ", + "packages", " ", "are", " ", "really", " ", "needed"}], " ", "*)"}], "\n", + RowBox[{ + RowBox[{"BeginPackage", "[", "\"\<RDown`\>\"", "]"}], ";"}]}]], "Code", + CellChangeTimes->{{3.526314579837529*^9, 3.526314746283765*^9}, { + 3.526314906743479*^9, 3.526314927567987*^9}, {3.5265719878947163`*^9, + 3.526571995104267*^9}, {3.7479693011702957`*^9, 3.7479693395418663`*^9}, { + 3.751977582079381*^9, 3.7519775867970133`*^9}, {3.795343151330058*^9, + 3.795343151662513*^9}, {3.799118908111803*^9, 3.799118912156425*^9}, { + 3.799119869643715*^9, 3.799119869915152*^9}, + 3.799978302275337*^9},ExpressionUUID->"73646baf-e1d8-48be-b891-\ +b1d31c1d0092"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell["Definitions", "Section", + CellChangeTimes->{{3.797832428103478*^9, + 3.797832433936167*^9}},ExpressionUUID->"62bc7e4c-e5f8-44b8-8aaf-\ +b650c91c7ebe"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{ + RowBox[{"EasyMatchT", "::", "usage"}], "=", + "\"\<EasyMatchT[h1_,h2_,tMin_,tMax_]. Time domain version of the match as \ +in eq. (2) of 1903.08284. tMin and tMax are the time interval where to \ +compute the match.\>\""}], ";"}], "\n", + RowBox[{ + RowBox[{ + RowBox[{"PlanckTaper", "::", "usage"}], "=", + "\"\<PlanckTaper[t,t1,t2] is the one-sided version of the tapering \ +function described in CQG27:084020, arXiv:1003.2939 [gr-qc].\>\""}], + ";"}], "\n", + RowBox[{ + RowBox[{ + RowBox[{"TimeOfMaximum", "::", "usage"}], "=", + "\"\<TimeOfMaximum[list_?ListQ] determines the time at which a time series \ +reaches the absolute maximum of the modulus.\>\""}], ";"}], "\n", + RowBox[{ + RowBox[{ + RowBox[{"GetAsymptoticMultiMode", "::", "usage"}], "=", + "\"\<GetAsymptoticMode[h5file_,order_,modes_list,OptionsPattern[{\\\"\ +Verbose\\\"\[Rule]False}]].\>\""}], ";"}], "\n", + RowBox[{ + RowBox[{ + RowBox[{"EradUIB2017", "::", "usage"}], "=", + "\"\<EradUIB2017[\[Eta]_,\[Chi]1_,\[Chi]2_] is fit for the energy radiated \ +of the coalescence of 2 non-precessing quasicurcular BHs as in \ +PRD:DY11536\>\""}], ";"}], "\n", + RowBox[{ + RowBox[{ + RowBox[{"FinalSpinUIB2017", "::", "usage"}], "=", + "\"\<FinalSpinUIB2017[\[Eta]_,\[Chi]1_,\[Chi]2_] is fit for the final spin \ +of the coalescence of 2 non-precessing quasicurcular BHs as in \ +PRD:DY11536\>\""}], ";"}], "\n", + RowBox[{ + RowBox[{ + RowBox[{"IsFPNumberQ", "::", "usage"}], "=", + "\"\<IsFPNumberQ[str_String] checks whether a string represents a real \ +Number.\>\""}], ";"}], "\n", + RowBox[{ + RowBox[{ + RowBox[{"ReadFloatingPointNumbers", "::", "usage"}], "=", + "\"\<ReadFloatingPointNumbers[line_String, matchAnyFP_:True] converts \ +string that contains a Fortran or C-style floating point number to a \ +Mathematica Number.\>\""}], ";"}], "\n", + RowBox[{ + RowBox[{ + RowBox[{"StringToNumber", "::", "usage"}], "=", + "\"\<StringToNumber[x_] converts a String x to a number, allowing more \ +general number formats than ToExpression.\>\""}], ";"}], "\n", + RowBox[{ + RowBox[{ + RowBox[{"SXSMetaFilesToRules", "::", "usage"}], "=", + "\"\<SXSMetaFilesToRules[filename_String] converts a SXS metadata.txt file \ +to a list of rules.\>\""}], ";"}], "\n", + RowBox[{ + RowBox[{ + RowBox[{"SXSParClassification", "::", "usage"}], "=", + "\"\<SXSParClassification[sxsdir_,ClassStr_]. Given a list of SXS NR. data \ +folders 'sxsdir', it returns all the cases that match a certain criterion \ +'ClassStr' (MassRatio range, Precessing or not, Initial Distance, Orbits \ +Number)taking as reference the SXS metadata.txt files. If it is used \ +iteratively, one could do different classifications \>\""}], ";"}], "\n", + RowBox[{ + RowBox[{ + RowBox[{"TakeColumn", "::", "usage"}], "=", + "\"\<TakeColumn[list1_?ListQ,columns]. Given a list, take the columns \ +specified by 'columns'. \>\""}], ";"}], "\n", + RowBox[{ + RowBox[{ + RowBox[{"ReSampleTD", "::", "usage"}], "=", + "\"\<ReSampleTD[data_,sample_]. Resample your data with step-size \ +'sample'.\>\""}], ";"}], "\n", + RowBox[{ + RowBox[{ + RowBox[{"AtomsList", "::", "usage"}], "=", + "\"\<AtomsList[expr_]. Split your expression in elements\>\""}], + ";"}], "\n", + RowBox[{ + RowBox[{ + RowBox[{"InterpolationDomain", "::", "usage"}], "=", + "\"\<InterpolationDomain[IntFunction]. Outputs the domain of your \ +interpolated function IntFunction\>\""}], ";"}], "\n", + RowBox[{ + RowBox[{ + RowBox[{"positionDuplicates", "::", "usage"}], "=", + "\"\<positionDuplicates[list_]. Finds the duplicate elements in your \ +list\>\""}], ";"}], "\n", + RowBox[{ + RowBox[{ + RowBox[{"\[Omega]lmn", "::", "usage"}], "=", + "\"\<\[Omega]lmn[l_,m_,n_,\[Eta]_,\[Chi]1_,\[Chi]2_,ModesData\[Rule]{}]. \ +It computes the lmn frequency and damping time for a BBH with parameters {\ +\[Eta],\[Chi]1,\[Chi]2}. ModesData can be feed with a datafile containing the \ +modes data, which it speeds up the computation. \>\""}], ";"}], "\n", + RowBox[{ + RowBox[{ + RowBox[{"DetectConvergence", "::", "usage"}], "=", + "\"\<DetectConvergence[dampsignal_,\[Tau]_,OptionsPattern[{Test\[Rule]\ +FindMaximum}]]. Given a damped signal and a damping time, it estimaes a time \ +t0 where the decay is order 1%\>\""}], ";"}], "\n", + RowBox[{ + RowBox[{ + RowBox[{"OvertoneModel", "::", "usage"}], "=", + "\"\<OvertoneModelV[overtones_,pars_,OptionsPattern[]]. It provides a \ +RDown ansatz for the desired number 'overtones' with parameters \ +{\[Eta],\[Chi]1,\[Chi]2}.\>\""}], ";"}], "\n", + RowBox[{ + RowBox[{ + RowBox[{"OvertoneModelV2", "::", "usage"}], "=", + "\"\<OvertoneModelV2[overtones_,pars_,ti_,OptionsPattern[]]. Upgraged \ +version of OvertoneModelV2\>\""}], ";"}], "\n", + RowBox[{ + RowBox[{ + RowBox[{"AICcRes", "::", "usage"}], "=", + "\"\<AICRes[residuals_,coeff_]. It computes the AICc value from the \ +residuals given the number of coefficients 'coeff' \>\""}], ";"}], "\n", + RowBox[{ + RowBox[{ + RowBox[{"BICRes", "::", "usage"}], "=", + "\"\<BICRes[residuals_,coeff_]. It computes the BIC value from the \ +residuals given the number of coefficients 'coeff' \>\""}], ";"}], "\n", + RowBox[{ + RowBox[{ + RowBox[{"PValueTest", "::", "usage"}], "=", + "\"\<PValueTest[residuals_,coeff_]. It computes the P value from the \ +residuals given the number of coefficients 'coeff' \>\""}], ";"}], "\n", + RowBox[{ + RowBox[{ + RowBox[{"CNMinimize", "::", "usage"}], "=", + "\"\<CNMinimize[data_,ansatz_,coeffs_,{x_,xlist_},OptionsPattern[]]. \ +Minimizator for complex data where coeffs are the free coefficients to \ +adjust, x is coordinate variable and x_list its values\>\""}], ";"}], "\n", + RowBox[{ + RowBox[{ + RowBox[{"Arg0DStructs", "::", "usage"}], "=", + "\"\<Arg0DStructs[re_,im_] and Arg0DStructs[reim_] computes the phase \ +angle of complex data. the two-argument version is significantly slower, the \ +one-argument version is just a backwards compatibility interface to \ +UnwrappedPhase.\>\""}], ";"}], "\n", + RowBox[{ + RowBox[{ + RowBox[{"Abs0DStructs", "::", "usage"}], "=", + "\"\<Abs0DStructs[re_,im_] computes the absolute value of complex \ +data.\>\""}], ";"}], "\n", + RowBox[{ + RowBox[{ + RowBox[{"UnwrapPhaseVector", "::", "usage"}], "=", + "\"\<UnwrapPhaseVector[x_?VectorQ] unwraps the phase of a real vector \ +representing a phase angle.\>\""}], ";"}], "\n", + RowBox[{ + RowBox[{ + RowBox[{"UnwrapPhaseMatrix", "::", "usage"}], "=", + "\"\<UnwrapPhaseMatrix[x_?MatrixQ] unwraps the phase of a real time series \ +where the values represent a phase angle.\>\""}], ";"}], "\n", + RowBox[{ + RowBox[{ + RowBox[{"UnwrappedPhase", "::", "usage"}], "=", + "\"\<UnwrapPhase[x_?VectorQ] computes the unwrapped phase of a complex \ +vector representing time series values; UnwrapPhase[x_?MatrixQ] computes the \ +unwrapped phase of a complex time series.\>\""}], ";"}], "\n", + RowBox[{ + RowBox[{ + RowBox[{"CombineColumns", "::", "usage"}], "=", + "\"\<CombineColumns[list1_,list2_] combines columns from two lists in into \ +a single list, e.g. CombineColumns[{1,2,3},{4,5,6}] will yield \ +{{1,4},{2,5},{3,6}}.\>\""}], ";"}], "\n", + RowBox[{ + RowBox[{ + RowBox[{"fH", "::", "usage"}], "=", "\"\<fH[f,M]\>\""}], ";"}], "\n", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"fNU", "::", "usage"}], "=", "\"\<fNU[f,M]\>\""}], ";"}], + "\n"}], "\n", + RowBox[{ + RowBox[{ + RowBox[{"tPhys", "::", "usage"}], "=", "\"\<tPhys[t,M]\>\""}], ";"}], "\n", + RowBox[{ + RowBox[{ + RowBox[{"tNR", "::", "usage"}], "=", "\"\<tNR[t,M]\>\""}], ";"}]}], "Code",\ + + CellChangeTimes->{{3.799119367757831*^9, 3.799119370727601*^9}, { + 3.799119425119421*^9, 3.799119468059894*^9}, {3.799119540306013*^9, + 3.7991195410743237`*^9}, {3.7991195943946466`*^9, 3.799119615858921*^9}, { + 3.7991196598152943`*^9, 3.7991196880685*^9}, {3.79911977377913*^9, + 3.799119773989429*^9}, {3.7991199640273333`*^9, 3.799120400863236*^9}, { + 3.7991204569861593`*^9, 3.79912047055744*^9}, {3.799120536430793*^9, + 3.799120848554914*^9}, 3.799120881845118*^9, {3.799123121037919*^9, + 3.799123156521628*^9}, {3.7991232269158897`*^9, 3.799123284155274*^9}, { + 3.799978488566208*^9, 3.799978497181219*^9}, {3.799978607022449*^9, + 3.799978607292985*^9}, {3.799978881613402*^9, 3.799978889625503*^9}, { + 3.7999789536495247`*^9, 3.799978955112865*^9}, {3.7999873901986847`*^9, + 3.799987390449601*^9}},ExpressionUUID->"efab591e-4b89-4ab2-bcfe-\ +eef66d3d6303"], + +Cell[BoxData[ + RowBox[{"Begin", "[", "\"\<`Private`\>\"", "]"}]], "Code", + CellChangeTimes->{{3.7991222310109053`*^9, + 3.799122239994329*^9}},ExpressionUUID->"ee552dc2-de40-46d1-94d7-\ +658affe7b6fa"], + +Cell[BoxData[ + RowBox[{"Options", "@", "NMinimize"}]], "Input", + CellChangeTimes->{{3.799123315758003*^9, 3.799123316875875*^9}}, + CellLabel->"",ExpressionUUID->"1b9396b9-0337-48ae-9c30-a1f358aafcf2"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell["Functions", "Section", + CellChangeTimes->{{3.717145410089053*^9, 3.71714541312827*^9}, { + 3.7172172325438833`*^9, 3.71721723694738*^9}, 3.717232740150098*^9, { + 3.762577892524047*^9, 3.7625778953915577`*^9}, {3.762578513931449*^9, + 3.76257851577108*^9}, + 3.7625796797321777`*^9},ExpressionUUID->"ce20086e-e551-498e-b1a1-\ +dd3723b02cc4"], + +Cell[CellGroupData[{ + +Cell["Match function", "Subsection", + CellChangeTimes->{{3.7625779093082952`*^9, 3.7625779171097937`*^9}, { + 3.799119165688805*^9, + 3.799119168368228*^9}},ExpressionUUID->"964e5ea4-c776-451f-948b-\ +bb9802afe3ef"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{ + RowBox[{"Options", "[", "EasyMatchT", "]"}], "=", + RowBox[{"{", + RowBox[{ + RowBox[{"PadRight", "->", "7"}], ",", " ", + RowBox[{"Listable", "->", "True"}], ",", " ", + RowBox[{"FreqFormat", "->", + RowBox[{"{", + RowBox[{"\"\<Mf\>\"", ",", "\"\<Index\>\"", ",", "\"\<Index\>\""}], + "}"}]}], ",", + RowBox[{"DisableChecks", "->", "False"}]}], "}"}]}], ";"}], "\n", + RowBox[{ + RowBox[{ + RowBox[{"Options", "[", "EasyMatchT", "]"}], "=", + RowBox[{"Options", "[", "EasyMatchT", "]"}]}], ";"}], "\n", + RowBox[{ + RowBox[{ + RowBox[{"EasyMatchT", "[", + RowBox[{ + RowBox[{"h1_", "?", "ListQ"}], ",", + RowBox[{"h2_", "?", "ListQ"}], ",", "tMin_", ",", "tMax_", ",", + RowBox[{"OptionsPattern", "[", "]"}]}], "]"}], ":=", + RowBox[{"Module", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + "t", ",", "fHz", ",", "scale", ",", "h1red", ",", "h2red", ",", + "tableS", ",", "norm1", ",", "norm2", ",", "myTable", ",", "myTable2", + ",", "prod", ",", "psddat", ",", "fMinInd", ",", "fMaxInd", ",", + "dt"}], "}"}], ",", "\n", "\n", + RowBox[{ + RowBox[{"h1red", "=", + RowBox[{ + RowBox[{"Select", "[", + RowBox[{"h1", ",", + RowBox[{ + RowBox[{"tMin", "<=", + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "<=", "tMax"}], "&"}]}], "]"}], + "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}]}], ";", "\n", + RowBox[{"h2red", "=", + RowBox[{ + RowBox[{"Select", "[", + RowBox[{"h2", ",", + RowBox[{ + RowBox[{"tMin", "<=", + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "<=", "tMax"}], "&"}]}], "]"}], + "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}]}], ";", "\n", "\n", + RowBox[{"norm1", "=", + RowBox[{"Total", "[", + RowBox[{ + RowBox[{"(", + RowBox[{"Abs", "@", "h1red"}], ")"}], "^", "2"}], "]"}]}], ";", + "\n", + RowBox[{"norm2", "=", + RowBox[{"Total", "[", + RowBox[{ + RowBox[{"(", + RowBox[{"Abs", "@", "h2red"}], ")"}], "^", "2"}], "]"}]}], ";", + "\n", "\n", + RowBox[{"myTable", "=", + RowBox[{"h1red", " ", + RowBox[{"Conjugate", "@", "h2red"}]}]}], ";", "\n", + RowBox[{ + RowBox[{"Re", "@", + RowBox[{"Total", "[", "myTable", "]"}]}], "/", + RowBox[{"Sqrt", "[", + RowBox[{"norm1", " ", "norm2"}], "]"}]}]}]}], "\n", "]"}]}], + ";"}]}], "Code", + CellChangeTimes->{{3.7991141779587927`*^9, 3.799114180293796*^9}, { + 3.799118956311602*^9, + 3.7991189618936243`*^9}},ExpressionUUID->"acd9a80b-e291-43b4-8ff4-\ +1cf9230d8178"] +}, Closed]], + +Cell[CellGroupData[{ + +Cell["Auxiliary functions", "Subsection", + CellChangeTimes->{{3.7625779093082952`*^9, 3.7625779171097937`*^9}, { + 3.799119165688805*^9, + 3.799119185871924*^9}},ExpressionUUID->"356b8483-9e89-4e97-a126-\ +f1f283137492"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"IsFPNumberQ", "[", "str_String", "]"}], ":=", + RowBox[{ + RowBox[{"StringMatchQ", "[", + RowBox[{ + RowBox[{"StringTrim", "@", "str"}], ",", + RowBox[{ + "RegularExpression", "[", "\"\<[+-]?\\\\d+\\\\.?\\\\d*$\>\"", "]"}]}], + "]"}], " ", "||", " ", "\n", " ", + RowBox[{"StringMatchQ", "[", + RowBox[{ + RowBox[{"StringTrim", "@", "str"}], ",", + RowBox[{ + "RegularExpression", "[", + "\"\<[-+]?\\\\d*\\\\.\\\\d+([eE][-+]?\\\\d+)?\>\"", "]"}]}], + "]"}]}]}]], "Code", + CellLabel->"In[81]:=",ExpressionUUID->"1d7c374f-07e5-4e30-96cb-5384d03c28d7"], + +Cell[BoxData[ + RowBox[{ + RowBox[{ + RowBox[{"TimeOfMaximum", "[", + RowBox[{ + RowBox[{"list_", "?", "ListQ"}], ",", + RowBox[{"OptionsPattern", "[", + RowBox[{"{", + RowBox[{"\"\<MinTime\>\"", "->", "\"\<\>\""}], "}"}], "]"}]}], "]"}], ":=", + RowBox[{"Module", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + "reducedList", ",", "vals", ",", "maxval", ",", "maxpos", ",", + "mintime"}], "}"}], ",", "\n", "\n", + RowBox[{ + RowBox[{"mintime", "=", + RowBox[{"OptionValue", "[", "\"\<MinTime\>\"", "]"}]}], ";", "\n", + "\n", + RowBox[{"If", "[", + RowBox[{ + RowBox[{"NumberQ", "@", "mintime"}], ",", "\n", " ", + RowBox[{ + RowBox[{"reducedList", "=", + RowBox[{"Select", "[", + RowBox[{"list", ",", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], ">=", " ", "mintime"}], + "&"}]}], "]"}]}], ";"}], ",", "\n", " ", + RowBox[{ + RowBox[{"reducedList", "=", "list"}], ";"}]}], "\n", "]"}], ";", + "\n", "\n", + RowBox[{"vals", "=", + RowBox[{"Abs", "@", + RowBox[{"TakeColumn", "[", + RowBox[{"reducedList", ",", "2"}], "]"}]}]}], ";", "\n", + RowBox[{"maxval", "=", + RowBox[{"Max", "@", "vals"}]}], ";", "\n", "\n", + RowBox[{"If", "[", + RowBox[{ + RowBox[{ + RowBox[{"Length", "@", + RowBox[{"Union", "@", "vals"}]}], ">", "1"}], ",", "\n", + RowBox[{ + RowBox[{"maxpos", "=", + RowBox[{"First", "@", + RowBox[{"First", "@", + RowBox[{"Position", "[", + RowBox[{"vals", ",", "maxval"}], "]"}]}]}]}], ";", "\n", + RowBox[{"First", "[", + RowBox[{"reducedList", "[", + RowBox[{"[", "maxpos", "]"}], "]"}], "]"}]}], ",", "\n", + "\"\<NOMAX\>\""}], "]"}]}]}], "\n", "]"}]}], ";"}]], "Code", + CellLabel->"In[82]:=",ExpressionUUID->"44421514-cbe3-43d9-a22a-ae2f79f87679"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{ + RowBox[{"PlanckTaper", "[", + RowBox[{ + RowBox[{"t_", "?", "VectorQ"}], ",", "t1_", ",", "t2_"}], "]"}], ":=", + RowBox[{"Module", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"tmid", "=", + RowBox[{"Select", "[", + RowBox[{"t", ",", + RowBox[{ + RowBox[{"t1", "<", "#", "<", "t2"}], "&"}]}], "]"}]}], "}"}], ",", + RowBox[{"Join", "[", "\[IndentingNewLine]", + RowBox[{ + RowBox[{"ConstantArray", "[", + RowBox[{"0", ",", + RowBox[{"Length", "@", + RowBox[{"Select", "[", + RowBox[{"t", ",", + RowBox[{ + RowBox[{"#", "\[LessEqual]", "t1"}], "&"}]}], "]"}]}]}], "]"}], + ",", "\[IndentingNewLine]", + RowBox[{"1", "/", + RowBox[{"(", + RowBox[{ + RowBox[{"Exp", "[", + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{"t2", "-", "t1"}], ")"}], "/", + RowBox[{"(", + RowBox[{"tmid", "-", "t1"}], ")"}]}], "+", + RowBox[{ + RowBox[{"(", + RowBox[{"t2", "-", "t1"}], ")"}], "/", + RowBox[{"(", + RowBox[{"tmid", "-", "t2"}], ")"}]}]}], "]"}], "+", "1"}], + ")"}]}], ",", "\[IndentingNewLine]", + RowBox[{"ConstantArray", "[", + RowBox[{"1", ",", + RowBox[{"Length", "@", + RowBox[{"Select", "[", + RowBox[{"t", ",", + RowBox[{ + RowBox[{"#", "\[GreaterEqual]", "t2"}], "&"}]}], "]"}]}]}], + "]"}]}], "\[IndentingNewLine]", "]"}]}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{ + RowBox[{"PlanckTaper", "[", + RowBox[{ + RowBox[{"t_", "?", "NumberQ"}], ",", "t1_", ",", "t2_"}], "]"}], ":=", + "\[IndentingNewLine]", + RowBox[{"Piecewise", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"0", ",", + RowBox[{"t", "\[LessEqual]", "t1"}]}], "}"}], ",", + "\[IndentingNewLine]", + RowBox[{"{", + RowBox[{ + RowBox[{"1", "/", + RowBox[{"(", + RowBox[{ + RowBox[{"Exp", "[", + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{"t2", "-", "t1"}], ")"}], "/", + RowBox[{"(", + RowBox[{"t", "-", "t1"}], ")"}]}], "+", + RowBox[{ + RowBox[{"(", + RowBox[{"t2", "-", "t1"}], ")"}], "/", + RowBox[{"(", + RowBox[{"t", "-", "t2"}], ")"}]}]}], "]"}], "+", "1"}], + ")"}]}], ",", + RowBox[{"t1", "<", "t", "<", "t2"}]}], "}"}], ",", + "\[IndentingNewLine]", + RowBox[{"{", + RowBox[{"1", ",", + RowBox[{"t", "\[GreaterEqual]", " ", "t2"}]}], "}"}]}], + "\[IndentingNewLine]", "}"}], "]"}]}], ";"}]}], "Code", + CellChangeTimes->{{3.509442978376423*^9, 3.509443097806379*^9}}, + CellLabel->"In[73]:=",ExpressionUUID->"2c5ed9b6-4222-400a-b38f-6974d610d5ff"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"StringToNumber", "[", "y_", "]"}], ":=", + RowBox[{"Module", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"temp", ",", "x"}], "}"}], ",", "\n", "\n", + RowBox[{ + RowBox[{"x", " ", "=", " ", + RowBox[{"ToString", "@", "y"}]}], ";", "\n", "\n", + RowBox[{"temp", " ", "=", " ", + RowBox[{"StringReplace", "[", + RowBox[{"x", ",", + RowBox[{"\"\< \>\"", "->", "\"\<\>\""}]}], "]"}]}], ";", "\n", "\n", + RowBox[{"If", "[", + RowBox[{ + RowBox[{"StringMatchQ", "[", + RowBox[{"temp", ",", "NumberString"}], "]"}], ",", "\n", " ", + RowBox[{"ToExpression", "@", "temp"}], ",", "\n", " ", + RowBox[{ + RowBox[{"temp", " ", "=", " ", + RowBox[{"ReadFloatingPointNumbers", "[", "temp", "]"}]}], ";", " ", + "\n", " ", + RowBox[{"If", "[", + RowBox[{ + RowBox[{ + RowBox[{"ListQ", "@", "temp"}], " ", "&&", " ", + RowBox[{ + RowBox[{"Length", "@", "temp"}], " ", ">", " ", "0"}]}], ",", + "\n", " ", + RowBox[{"First", "@", "temp"}], ",", "\n", " ", + "Indeterminate"}], "\n", " ", "]"}]}]}], "]"}]}]}], "\n", + "]"}]}]], "Code", + CellLabel->"In[83]:=",ExpressionUUID->"4d6816fc-0043-4b06-b78b-bf0c073e819b"], + +Cell[BoxData[ + RowBox[{ + RowBox[{ + RowBox[{"ReadFloatingPointNumbers", "[", + RowBox[{"lineIn_String", ",", + RowBox[{"matchAnyFP_:", "True"}]}], "]"}], ":=", + RowBox[{"Module", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"line", ",", "fpregex", ",", "simpleHackRule", ",", "temp"}], + "}"}], ",", "\n", + RowBox[{ + RowBox[{"temp", "=", + RowBox[{"Map", "[", + RowBox[{"ToString", ",", + RowBox[{"Range", "[", + RowBox[{"0", ",", "9"}], "]"}]}], "]"}]}], ";", "\n", "\n", + RowBox[{"simpleHackRule", "=", + RowBox[{"temp", "/.", + RowBox[{ + RowBox[{"xx_", "/;", + RowBox[{"StringQ", "@", "xx"}]}], ":>", + RowBox[{"xx", "->", + RowBox[{"xx", "<>", "\"\<.0\>\""}]}]}]}]}], ";", "\n", + RowBox[{"line", "=", + RowBox[{"lineIn", "/.", "simpleHackRule"}]}], ";", "\n", "\n", + RowBox[{"simpleHackRule", "=", + RowBox[{"temp", "/.", + RowBox[{ + RowBox[{"xx_", "/;", + RowBox[{"StringQ", "@", "xx"}]}], ":>", + RowBox[{ + RowBox[{"xx", "<>", "\"\<.\>\""}], "->", + RowBox[{"xx", "<>", "\"\<.0\>\""}]}]}]}]}], ";", "\n", + RowBox[{"line", "=", + RowBox[{"line", "/.", "simpleHackRule"}]}], ";", "\n", "\n", + RowBox[{"If", "[", + RowBox[{"matchAnyFP", ",", + RowBox[{ + RowBox[{ + "fpregex", "=", "\"\<[-+]?\\\\d*\\\\.\\\\d+([eE][-+]?\\\\d+)?\>\""}], + ";"}], + RowBox[{"(*", + RowBox[{ + "matches", " ", "any", " ", "floating", " ", "point", " ", + "number"}], "*)"}], ",", + RowBox[{ + RowBox[{ + "fpregex", "=", "\"\<[-+]?\\\\d*\\\\.?\\\\d+[eE][-+]?\\\\d+\>\""}], + ";"}]}], + RowBox[{"(*", + RowBox[{ + "matches", " ", "only", " ", "floating", " ", "point", " ", "numbers", + " ", "in", " ", "exponential", " ", "format"}], "*)"}], "]"}], ";", + "\n", + RowBox[{"Map", "[", + RowBox[{ + RowBox[{ + RowBox[{"Read", "[", + RowBox[{ + RowBox[{"StringToStream", "[", "#", "]"}], ",", "Number"}], "]"}], + "&"}], ",", + RowBox[{"StringCases", "[", + RowBox[{"line", ",", + RowBox[{"RegularExpression", "[", "fpregex", "]"}]}], "]"}]}], + "]"}]}]}], "\n", "]"}]}], ";"}]], "Code", + CellLabel->"In[84]:=",ExpressionUUID->"eb6e4d3b-ad4a-48e6-bb7d-c0810255f29d"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"ReSampleTD", "[", + RowBox[{"data_", ",", "sample_"}], "]"}], ":=", + RowBox[{"Module", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"dataInt", ",", "domain", ",", "times"}], "}"}], ",", "\n", "\n", + RowBox[{ + RowBox[{"dataInt", "=", + RowBox[{"Interpolation", "@", "data"}]}], ";", "\n", + RowBox[{"domain", "=", + RowBox[{"InterpolationDomain", "@", "dataInt"}]}], ";", "\n", + RowBox[{"times", "=", + RowBox[{"Range", "[", + RowBox[{ + RowBox[{"domain", "[", + RowBox[{"[", + RowBox[{"1", ",", "1"}], "]"}], "]"}], ",", + RowBox[{"domain", "[", + RowBox[{"[", + RowBox[{"1", ",", "2"}], "]"}], "]"}], ",", "sample"}], "]"}]}], + ";", "\n", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{"times", ",", + RowBox[{"dataInt", "@", "times"}]}], "}"}], "]"}]}]}], "\n", + "]"}]}]], "Code", + CellLabel->"In[86]:=",ExpressionUUID->"f6f26bfb-56ea-4ac2-93fe-b97ba55f21e4"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{ + RowBox[{"AtomsList", "[", "expr_", "]"}], ":=", + RowBox[{"Union", "@", + RowBox[{"Select", "[", + RowBox[{ + RowBox[{"Level", "[", + RowBox[{"expr", ",", + RowBox[{"{", + RowBox[{"0", ",", "Infinity"}], "}"}]}], "]"}], ",", "AtomQ"}], + "]"}]}]}], ";"}], "\n", + RowBox[{ + RowBox[{ + RowBox[{"InterpolationDomain", "[", "fun_", "]"}], ":=", + RowBox[{"Module", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"min", ",", "max"}], "}"}], ",", + RowBox[{"fun", "[", + RowBox[{"[", "1", "]"}], "]"}]}], "]"}]}], ";"}], "\n", + RowBox[{ + RowBox[{ + RowBox[{"TakeColumn", "[", + RowBox[{ + RowBox[{"list1_", "?", "ListQ"}], ",", + RowBox[{"list2_", "?", "ListQ"}]}], "]"}], ":=", + RowBox[{"Map", "[", + RowBox[{ + RowBox[{ + RowBox[{"Part", "[", + RowBox[{"#", ",", "list2"}], "]"}], "&"}], ",", "list1"}], "]"}]}], + ";"}], "\n", + RowBox[{ + RowBox[{ + RowBox[{"TakeColumn", "[", + RowBox[{ + RowBox[{"list1_", "?", "ListQ"}], ",", + RowBox[{"n_", "?", "IntegerQ"}]}], "]"}], ":=", + RowBox[{ + RowBox[{"(", + RowBox[{"list1", "//", "Transpose"}], ")"}], "[", + RowBox[{"[", "n", "]"}], "]"}]}], ";"}]}], "Code", + InitializationCell->True, + CellChangeTimes->{{3.44498826260142*^9, 3.44498826434814*^9}, + 3.658227791974455*^9, {3.7953436164167747`*^9, 3.795343616684309*^9}, { + 3.795343704168097*^9, 3.795343718396523*^9}}, + CellLabel->"In[88]:=",ExpressionUUID->"e92bdec3-aab4-44bb-9eb8-e8593dedbc5d"], + +Cell[BoxData[ + RowBox[{ + RowBox[{ + RowBox[{"positionDuplicates", "[", "listaux_", "]"}], ":=", + RowBox[{"GatherBy", "[", + RowBox[{ + RowBox[{"Range", "@", + RowBox[{"Length", "[", "listaux", "]"}]}], ",", + RowBox[{ + RowBox[{"listaux", "[", + RowBox[{"[", "#", "]"}], "]"}], "&"}]}], "]"}]}], ";"}]], "Code", + CellLabel->"In[92]:=",ExpressionUUID->"468673e1-1d1a-410f-9fbc-3a840631d046"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"Arg0DStructs", "[", + RowBox[{"reim_", "?", "MatrixQ"}], "]"}], ":=", + RowBox[{"UnwrappedPhase", "[", "reim", "]"}]}]], "Code",ExpressionUUID->\ +"66e2ce9e-8bca-4f1a-be52-019a85583e21"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"Arg0DStructs", "[", + RowBox[{ + RowBox[{"reim_", "?", "MatrixQ"}], ",", + RowBox[{"thresh_", "?", "NumberQ"}]}], "]"}], ":=", + RowBox[{"Arg0DStructs", "[", "reim", "]"}]}]], "Code",ExpressionUUID->\ +"eb24db11-1413-4288-bb86-fd01706cab41"], + +Cell[BoxData[ + RowBox[{ + RowBox[{ + RowBox[{"Arg0DStructs", "[", + RowBox[{ + RowBox[{"re_", "?", "MatrixQ"}], ",", + RowBox[{"im_", "?", "MatrixQ"}]}], "]"}], ":=", + RowBox[{"Module", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + "revals", ",", "imvals", ",", "reim", ",", "reimvals", ",", "times", + ",", "i", ",", "j", ",", "diff", ",", "\n", "tmp", ",", "twopi", ",", + "zero", ",", "test", ",", + RowBox[{"thresh", "=", + RowBox[{"N", "@", "\[Pi]"}]}]}], "}"}], ",", "\n", "\n", + RowBox[{ + RowBox[{"times", "=", + RowBox[{"TakeColumn", "[", + RowBox[{"re", ",", "1"}], "]"}]}], ";", "\n", + RowBox[{"revals", "=", + RowBox[{"TakeColumn", "[", + RowBox[{"re", ",", "2"}], "]"}]}], ";", "\n", + RowBox[{"imvals", "=", + RowBox[{"TakeColumn", "[", + RowBox[{"im", ",", "2"}], "]"}]}], ";", "\n", + RowBox[{"reim", " ", "=", " ", + RowBox[{"revals", " ", "+", " ", + RowBox[{"I", " ", "imvals"}]}]}], ";", "\n", "\n", + RowBox[{"reimvals", "=", + RowBox[{"Arg", "@", + RowBox[{"TakeColumn", "[", + RowBox[{"reim", ",", "2"}], "]"}]}]}], ";", "\n", "\n", + RowBox[{"tmp", "=", + RowBox[{"N", "[", + RowBox[{"2", " ", "\[Pi]"}], "]"}]}], ";", "\n", + RowBox[{"twopi", "=", + RowBox[{"ConstantArray", "[", + RowBox[{"tmp", ",", + RowBox[{"Length", "@", "times"}]}], "]"}]}], ";", "\n", + RowBox[{"zero", "=", + RowBox[{"ConstantArray", "[", + RowBox[{"0.", ",", + RowBox[{"Length", "@", "times"}]}], "]"}]}], ";", "\n", "\n", + RowBox[{"Do", "[", "\n", + RowBox[{ + RowBox[{ + RowBox[{"test", "=", + RowBox[{"(", + RowBox[{ + RowBox[{"reimvals", "[", + RowBox[{"[", + RowBox[{"i", "+", "1"}], "]"}], "]"}], "-", + RowBox[{"reimvals", "[", + RowBox[{"[", "i", "]"}], "]"}]}], ")"}]}], ";", "\n", + RowBox[{"If", "[", + RowBox[{ + RowBox[{"(", + RowBox[{"test", ">", "thresh"}], ")"}], ",", "\n", + RowBox[{ + RowBox[{"reimvals", "=", + RowBox[{"reimvals", "-", + RowBox[{"Join", "[", + RowBox[{ + RowBox[{"zero", "[", + RowBox[{"[", + RowBox[{";;", "i"}], "]"}], "]"}], ",", + RowBox[{"twopi", "[", + RowBox[{"[", + RowBox[{ + RowBox[{"i", "+", "1"}], ";;"}], "]"}], "]"}]}], "]"}]}]}], + ";"}]}], "\n", "]"}], ";", "\n", "\n", + RowBox[{"If", "[", + RowBox[{ + RowBox[{"(", + RowBox[{"test", "<", + RowBox[{"-", "thresh"}]}], ")"}], ",", "\n", + RowBox[{ + RowBox[{"reimvals", "=", + RowBox[{"reimvals", "+", + RowBox[{"Join", "[", + RowBox[{ + RowBox[{"zero", "[", + RowBox[{"[", + RowBox[{";;", "i"}], "]"}], "]"}], ",", + RowBox[{"twopi", "[", + RowBox[{"[", + RowBox[{ + RowBox[{"i", "+", "1"}], ";;"}], "]"}], "]"}]}], "]"}]}]}], + ";"}]}], "\n", "]"}], ";"}], ",", "\n", + RowBox[{"{", + RowBox[{"i", ",", "1", ",", + RowBox[{ + RowBox[{"Length", "@", "reimvals"}], "-", "1"}]}], "}"}]}], "\n", + "]"}], ";", "\n", + RowBox[{"CombineColumns", "[", + RowBox[{"times", ",", "reimvals"}], "]"}]}]}], "\n", "]"}]}], + ";"}]], "Code",ExpressionUUID->"e0b2f90b-4851-4681-a707-93dfa51b950f"], + +Cell[BoxData[ + RowBox[{ + RowBox[{ + RowBox[{"Abs0DStructs", "[", + RowBox[{"re_", ",", "im_"}], "]"}], ":=", + RowBox[{"Module", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + "revals", ",", "imvals", ",", "reimvals", ",", "times", ",", "dt", ",", + "result"}], "}"}], ",", "\n", "\n", + RowBox[{ + RowBox[{"times", "=", + RowBox[{"Map", "[", + RowBox[{"First", ",", "re"}], "]"}]}], ";", "\n", + RowBox[{"revals", "=", + RowBox[{"Map", "[", + RowBox[{"Last", ",", "re"}], "]"}]}], ";", "\n", + RowBox[{"imvals", "=", + RowBox[{"Map", "[", + RowBox[{"Last", ",", "im"}], "]"}]}], ";", "\n", "\n", + RowBox[{"reimvals", "=", + RowBox[{"revals", " ", "+", " ", + RowBox[{"I", " ", "imvals"}]}]}], ";", "\n", + RowBox[{"reimvals", "=", + RowBox[{"Abs", "@", "reimvals"}]}], ";", "\n", "\n", + RowBox[{"result", "=", + RowBox[{"CombineColumns", "[", + RowBox[{"times", ",", "reimvals"}], "]"}]}]}]}], "\n", "]"}]}], + ";"}]], "Code",ExpressionUUID->"bc53afdf-e943-48c2-86c7-f6061351661a"], + +Cell[BoxData[ + RowBox[{ + RowBox[{ + RowBox[{"Abs0DStructs", "[", "reim_", "]"}], ":=", + RowBox[{"Module", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"reimvals", ",", "times", ",", "dt", ",", "result"}], "}"}], + ",", "\n", "\n", + RowBox[{ + RowBox[{"times", "=", + RowBox[{"Map", "[", + RowBox[{"First", ",", "reim"}], "]"}]}], ";", "\n", "\n", + RowBox[{"reimvals", "=", + RowBox[{"Map", "[", + RowBox[{"Last", ",", "reim"}], "]"}]}], ";", "\n", + RowBox[{"reimvals", "=", + RowBox[{"Abs", "@", "reimvals"}]}], ";", "\n", "\n", + RowBox[{"result", "=", + RowBox[{"CombineColumns", "[", + RowBox[{"times", ",", "reimvals"}], "]"}]}]}]}], "\n", "]"}]}], + ";"}]], "Code",ExpressionUUID->"85473fd6-6758-42ab-b08c-9603b15a8b4c"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"UnwrapPhaseVector", "=", + RowBox[{"Compile", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"{", + RowBox[{"data", ",", "_Real", ",", "1"}], "}"}], "}"}], ",", "\n", + RowBox[{"(*", " ", + RowBox[{ + RowBox[{"Juergen", " ", "Tischer"}], ",", "\n", + RowBox[{ + RowBox[{"http", ":"}], "//", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"forums", ".", "wolfram", ".", "com"}], "/", + "mathgroup"}], "/", "archive"}], "/", "1998"}], "/", "May"}], + "/", + RowBox[{"msg00105", ".", "html"}]}]}]}], "*)"}], "\n", + RowBox[{"FoldList", "[", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"Round", "[", + RowBox[{ + RowBox[{"(", + RowBox[{"#1", "-", "#2"}], ")"}], "/", + RowBox[{"(", + RowBox[{"2", "Pi"}], ")"}]}], "]"}], " ", "2", "Pi"}], "+", + "#2"}], "&"}], ",", + RowBox[{"First", "[", "data", "]"}], ",", + RowBox[{"Rest", "[", "data", "]"}]}], "]"}]}], "\n", "]"}]}], + ";"}]], "Code",ExpressionUUID->"e7ae596b-deb7-4f84-9610-9a11170e29df"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"UnwrappedPhase", "[", + RowBox[{"data_", "?", "VectorQ"}], "]"}], ":=", + RowBox[{"UnwrapPhaseVector", "[", + RowBox[{"Arg", "@", "data"}], "]"}]}]], "Code",ExpressionUUID->"ac162a9f-\ +c8ea-4b77-b9dd-33728f284915"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"UnwrappedPhase", "[", + RowBox[{"data_", "?", "MatrixQ"}], "]"}], ":=", + RowBox[{"CombineColumns", "[", + RowBox[{ + RowBox[{"TakeColumn", "[", + RowBox[{"data", ",", "1"}], "]"}], ",", + RowBox[{"UnwrapPhaseVector", "[", + RowBox[{"Arg", "@", + RowBox[{"TakeColumn", "[", + RowBox[{"data", ",", "2"}], "]"}]}], "]"}]}], "]"}]}]], "Code",Expressi\ +onUUID->"a7650f1d-49ea-409d-b201-4e28f33d8f17"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{ + RowBox[{"CombineColumns", "[", + RowBox[{"list1_", ",", "list2_"}], "]"}], ":=", + RowBox[{"If", "[", + RowBox[{ + RowBox[{ + RowBox[{"Length", "@", "list1"}], "==", + RowBox[{"Length", "@", "list2"}]}], ",", " ", + RowBox[{ + RowBox[{"{", + RowBox[{"list1", ",", "list2"}], "}"}], "//", "Transpose"}], ",", + RowBox[{ + RowBox[{"0", + RowBox[{"{", + RowBox[{"list1", ",", "list1"}], "}"}]}], "//", "Transpose"}]}], + "]"}]}], "\n"}], "\n", + RowBox[{ + RowBox[{"CombineColumns", "[", "list_", "]"}], ":=", + RowBox[{"If", "[", + RowBox[{ + RowBox[{ + RowBox[{"Length", "@", + RowBox[{"Union", "@", + RowBox[{"(", + RowBox[{"Length", " ", "/@", " ", "list"}], ")"}]}]}], " ", "==", " ", + "1"}], ",", " ", + RowBox[{"list", "//", "Transpose"}], ",", + RowBox[{"{", "}"}]}], "]"}]}]}], "Code",ExpressionUUID->"3c2acbf4-48c7-\ +465c-8286-93552b4d3531"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"fH", "[", + RowBox[{"f_", ",", "M_"}], "]"}], ":=", + RowBox[{"Module", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"c", ",", "G", ",", "MS"}], "}"}], ",", "\n", + RowBox[{ + RowBox[{"c", "=", + RowBox[{"2.99792458", " ", + RowBox[{"10", "^", "8"}]}]}], ";", + RowBox[{"G", "=", + RowBox[{"6.67259", "*", + RowBox[{"10", "^", + RowBox[{"-", "11"}]}]}]}], ";", + RowBox[{"MS", "=", + RowBox[{"1.9885", "*", + RowBox[{"10", "^", "30"}]}]}], ";", "\n", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"(", "c", ")"}], "^", "3"}], "/", + RowBox[{"(", + RowBox[{ + RowBox[{"(", "M", ")"}], "MS", + RowBox[{"(", "G", ")"}]}], ")"}]}], " ", "f"}]}]}], "]"}]}], ";", + RowBox[{"(*", " ", + RowBox[{"in", " ", "Solar", " ", "mass", " ", "units"}], " ", "*)"}], + "\n", + RowBox[{ + RowBox[{"fNU", "[", + RowBox[{"f_", ",", "M_"}], "]"}], ":=", + RowBox[{"Module", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"c", ",", "G", ",", "MS"}], "}"}], ",", + RowBox[{ + RowBox[{"c", "=", + RowBox[{"2.99792458", " ", + RowBox[{"10", "^", "8"}]}]}], ";", + RowBox[{"G", "=", + RowBox[{"6.67259", "*", + RowBox[{"10", "^", + RowBox[{"-", "11"}]}]}]}], ";", + RowBox[{"MS", "=", + RowBox[{"1.9885", "*", + RowBox[{"10", "^", "30"}]}]}], ";", + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{ + RowBox[{"(", "M", ")"}], "MS", + RowBox[{"(", "G", ")"}]}], ")"}], "/", + RowBox[{ + RowBox[{"(", "c", ")"}], "^", "3"}]}], " ", "f"}]}]}], "]"}]}]}], + "\n"}], "\n", + RowBox[{ + RowBox[{ + RowBox[{"tPhys", "[", + RowBox[{"t_", ",", "M_"}], "]"}], ":=", + RowBox[{"Module", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"c", ",", "G", ",", "MS"}], "}"}], ",", + RowBox[{ + RowBox[{"c", "=", + RowBox[{"2.99792458", " ", + RowBox[{"10", "^", "8"}]}]}], ";", + RowBox[{"G", "=", + RowBox[{"6.67259", "*", + RowBox[{"10", "^", + RowBox[{"-", "11"}]}]}]}], ";", + RowBox[{"MS", "=", + RowBox[{"1.9885", "*", + RowBox[{"10", "^", "30"}]}]}], ";", "\n", " ", + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{ + RowBox[{"(", "M", ")"}], "MS", + RowBox[{"(", "G", ")"}]}], ")"}], "/", + RowBox[{ + RowBox[{"(", "c", ")"}], "^", "3"}]}], " ", "t"}]}]}], "]"}]}], + "\n"}], "\n", + RowBox[{ + RowBox[{"tNR", "[", + RowBox[{"t_", ",", "M_"}], "]"}], ":=", + RowBox[{"Module", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"c", ",", "G", ",", "MS"}], "}"}], ",", + RowBox[{ + RowBox[{"c", "=", + RowBox[{"2.99792458", " ", + RowBox[{"10", "^", "8"}]}]}], ";", + RowBox[{"G", "=", + RowBox[{"6.67259", "*", + RowBox[{"10", "^", + RowBox[{"-", "11"}]}]}]}], ";", + RowBox[{"MS", "=", + RowBox[{"1.9885", "*", + RowBox[{"10", "^", "30"}]}]}], ";", "\n", " ", + RowBox[{ + RowBox[{"1", "/", + RowBox[{"(", + RowBox[{ + RowBox[{"(", + RowBox[{ + RowBox[{"(", "M", ")"}], "MS", + RowBox[{"(", "G", ")"}]}], ")"}], "/", + RowBox[{ + RowBox[{"(", "c", ")"}], "^", "3"}]}], ")"}]}], " ", "t"}]}]}], + "]"}]}]}], "Code",ExpressionUUID->"1410a7ff-128b-4a76-b41a-a0f54f55ac65"] +}, Closed]], + +Cell[CellGroupData[{ + +Cell["NMinimise", "Subsection", + CellChangeTimes->{{3.799123097832287*^9, + 3.799123100017612*^9}},ExpressionUUID->"c6bb24a7-12f8-4cda-bce0-\ +4aa336c33174"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{ + RowBox[{"Options", "[", "CNMinimize", "]"}], "=", + RowBox[{"Join", "[", + RowBox[{ + RowBox[{"Options", "@", "NMinimize"}], ",", + RowBox[{"{", + RowBox[{"\"\<Method\>\"", "\[Rule]", "Automatic"}], "}"}]}], "]"}]}], + ";"}], "\n", + RowBox[{ + RowBox[{ + RowBox[{"CNMinimize", "[", + RowBox[{"data_", ",", "ansatz_", ",", "vars_", ",", + RowBox[{"{", + RowBox[{"x_", ",", "xlist_"}], "}"}], ",", + RowBox[{"OptionsPattern", "[", "]"}]}], "]"}], ":=", + RowBox[{"Module", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"likelihood", ",", "ansatzlist", ",", "method"}], "}"}], ",", + "\n", + RowBox[{ + RowBox[{"method", "=", + RowBox[{"OptionValue", "[", "\"\<Method\>\"", "]"}]}], ";", "\n", "\n", + RowBox[{"ansatzlist", "=", + RowBox[{"ansatz", "/.", + RowBox[{"x", "->", "xlist"}]}]}], ";", "\[IndentingNewLine]", + RowBox[{"likelihood", "=", + RowBox[{"Total", "[", + RowBox[{"(", + RowBox[{ + RowBox[{ + RowBox[{"Re", "[", + RowBox[{"ansatzlist", "-", "data"}], "]"}], "^", "2"}], "+", + RowBox[{ + RowBox[{"Im", "[", + RowBox[{"ansatzlist", "-", "data"}], "]"}], "^", "2"}]}], ")"}], + "]"}]}], ";", "\n", + RowBox[{"NMinimize", "[", + RowBox[{"likelihood", ",", "vars", ",", + RowBox[{"Method", "\[Rule]", "method"}]}], "]"}]}]}], + "\[IndentingNewLine]", "]"}]}], ";"}]}], "Code", + CellChangeTimes->{{3.78402618435026*^9, 3.784026247925045*^9}, { + 3.784026366595476*^9, 3.784026386762023*^9}, {3.784034180598002*^9, + 3.784034206429718*^9}, {3.784034905667307*^9, 3.7840349565768843`*^9}, { + 3.784035131853462*^9, 3.784035138523047*^9}, {3.784035184188199*^9, + 3.7840353667883053`*^9}, {3.784035603689439*^9, 3.78403563095909*^9}, { + 3.784035765353816*^9, 3.784035774006487*^9}, {3.7840358189607363`*^9, + 3.784035830385499*^9}, {3.78403601546911*^9, 3.784036067502681*^9}, { + 3.784036120491181*^9, 3.784036190382745*^9}, {3.784036265539901*^9, + 3.784036297429549*^9}, {3.7840363577050133`*^9, 3.784036361038095*^9}, { + 3.799123323282538*^9, 3.799123362306231*^9}, {3.799123423829391*^9, + 3.799123426876648*^9}, {3.800088682771699*^9, 3.800088723858489*^9}, { + 3.8000888067634068`*^9, + 3.8000888190881166`*^9}},ExpressionUUID->"5de50ab8-e5be-4535-9354-\ +434de2836834"] +}, Closed]], + +Cell[CellGroupData[{ + +Cell["Load and classify SXS data", "Subsection", + CellChangeTimes->{{3.7625779093082952`*^9, 3.7625779171097937`*^9}, { + 3.799119165688805*^9, + 3.7991192225189257`*^9}},ExpressionUUID->"306aaf72-c2ea-46d3-b394-\ +84934dd4014f"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"GetAsymptoticMultiMode", "[", + RowBox[{"h5file_", ",", "order_", ",", "list_", ",", + RowBox[{"OptionsPattern", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"\"\<Verbose\>\"", "->", "False"}], ",", + RowBox[{"\"\<TiReIm\>\"", "->", "True"}], ",", + RowBox[{"\"\<ZeroAlign\>\"", "->", "False"}], ",", + RowBox[{"\"\<ReSample\>\"", "->", "True"}], ",", + RowBox[{"\"\<Sampling\>\"", "->", "0.5"}]}], "}"}], "]"}]}], "]"}], ":=", + RowBox[{"Module", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + "datasets", ",", "targetstring", ",", "pos", ",", "VPrint", ",", "\n", + "l", ",", "m", ",", "positions", ",", "timreim", ",", "tt", ",", "re", + ",", "im", ",", "import", ",", "zeroalign", ",", "tmax", ",", + "resample", ",", "wave", ",", "sampling"}], "}"}], ",", "\n", + RowBox[{ + RowBox[{ + RowBox[{"VPrint", "[", "expr___", "]"}], ":=", + RowBox[{"If", "[", + RowBox[{ + RowBox[{"OptionValue", "[", "\"\<Verbose\>\"", "]"}], ",", + RowBox[{"Print", "[", "expr", "]"}]}], "]"}]}], ";", "\n", + RowBox[{"timreim", "=", + RowBox[{"OptionValue", "[", "\"\<TiReIm\>\"", "]"}]}], ";", "\n", + RowBox[{"zeroalign", "=", + RowBox[{"OptionValue", "[", "\"\<ZeroAlign\>\"", "]"}]}], ";", "\n", + RowBox[{"resample", "=", + RowBox[{"OptionValue", "[", "\"\<ReSample\>\"", "]"}]}], ";", "\n", + RowBox[{"sampling", "=", + RowBox[{"OptionValue", "[", "\"\<Sampling\>\"", "]"}]}], ";", "\n", + " ", "\n", + RowBox[{"datasets", "=", + RowBox[{"Import", "[", + RowBox[{"h5file", ",", "\"\<Datasets\>\""}], "]"}]}], ";", "\n", "\n", + + RowBox[{"positions", "=", + RowBox[{"Table", "[", "\n", " ", + RowBox[{ + RowBox[{ + RowBox[{"If", "[", + RowBox[{ + RowBox[{"NumberQ", "[", "order", "]"}], ",", + RowBox[{ + RowBox[{"l", "=", + RowBox[{"list", "[", + RowBox[{"[", + RowBox[{"i", ",", "1"}], "]"}], "]"}]}], ";", "\n", + " ", + RowBox[{"m", "=", + RowBox[{"list", "[", + RowBox[{"[", + RowBox[{"i", ",", "2"}], "]"}], "]"}]}], ";", "\n", + " ", + RowBox[{"targetstring", "=", + RowBox[{"\"\</Extrapolated_N\>\"", "<>", + RowBox[{"ToString", "[", "order", "]"}], "<>", + "\"\<.dir/Y_l\>\"", "<>", + RowBox[{"ToString", "[", "l", "]"}], "<>", "\"\<_m\>\"", "<>", + RowBox[{"ToString", "[", "m", "]"}], "<>", "\"\<.dat\>\""}]}], + ";"}], "\n", " ", ",", "\n", + " ", + RowBox[{"If", "[", + RowBox[{ + RowBox[{"order", "===", "\"\<outermost\>\""}], ",", + RowBox[{ + RowBox[{"targetstring", "=", + RowBox[{"\"\</OutermostExtraction.dir/Y_l\>\"", "<>", + RowBox[{"ToString", "[", "l", "]"}], "<>", "\"\<_m\>\"", "<>", + RowBox[{"ToString", "[", "m", "]"}], "<>", "\"\<.dat\>\""}]}], + ";"}]}], "]"}]}], "\n", " ", "]"}], ";", "\n", + + RowBox[{"VPrint", "[", + RowBox[{"\"\<Targeting entry: \>\"", ",", "targetstring"}], "]"}], + ";", "\n", + RowBox[{"pos", "=", + RowBox[{"Flatten", "[", + RowBox[{"Position", "[", + RowBox[{"datasets", ",", "targetstring"}], "]"}], "]"}]}], ";", + RowBox[{"Switch", "[", + RowBox[{ + RowBox[{"Length", "[", "pos", "]"}], ",", "\n", "0", ",", + RowBox[{ + RowBox[{"Print", "[", "\"\<Data not found\>\"", "]"}], ";", + RowBox[{"Return", "[", "Null", "]"}], ";"}], ",", "\n", "1", ",", + + RowBox[{ + RowBox[{"pos", "=", + RowBox[{"pos", "[", + RowBox[{"[", "1", "]"}], "]"}]}], ";"}], ",", "\n", "_", ",", + RowBox[{ + RowBox[{ + "Print", "[", "\"\<Error, two entries with this name\>\"", "]"}], + ";", "\n", + RowBox[{"Return", "[", "Null", "]"}], ";"}]}], "]"}], ";", "\n", + RowBox[{"VPrint", "[", + RowBox[{"\"\<Annotations: \>\"", ",", + RowBox[{"Import", "[", + RowBox[{"h5file", ",", + RowBox[{"{", + RowBox[{"\"\<Annotations\>\"", ",", "pos"}], "}"}]}], "]"}]}], + "]"}], ";", "\n", + RowBox[{"VPrint", "[", + RowBox[{"\"\<Data Format: \>\"", ",", + RowBox[{"Import", "[", + RowBox[{"h5file", ",", + RowBox[{"{", + RowBox[{"\"\<DataFormat\>\"", ",", "pos"}], "}"}]}], "]"}]}], + "]"}], ";", "\n", + RowBox[{"VPrint", "[", + RowBox[{"\"\<Data dimensions: \>\"", ",", + RowBox[{"Import", "[", + RowBox[{"h5file", ",", + RowBox[{"{", + RowBox[{"\"\<Dimensions\>\"", ",", "pos"}], "}"}]}], "]"}]}], + "]"}], ";", "\n", + RowBox[{"VPrint", "[", + RowBox[{"\"\<Data encoding: \>\"", ",", + RowBox[{"Import", "[", + RowBox[{"h5file", ",", + RowBox[{"{", + RowBox[{"\"\<DataEncoding\>\"", ",", "pos"}], "}"}]}], "]"}]}], + "]"}], ";", "\n", "pos"}], ",", + RowBox[{"{", + RowBox[{"i", ",", "1", ",", + RowBox[{"Length", "[", "list", "]"}]}], "}"}]}], "]"}]}], ";", "\n", + "\n", + RowBox[{"If", "[", + RowBox[{ + RowBox[{ + RowBox[{"Length", "[", "list", "]"}], "==", "1"}], ",", "\n", + " ", + RowBox[{ + RowBox[{"import", "=", + RowBox[{"{", + RowBox[{"Import", "[", + RowBox[{"h5file", ",", + RowBox[{"{", + RowBox[{"\"\<Data\>\"", ",", "positions"}], "}"}]}], "]"}], + "}"}]}], ";"}], ",", "\n", " ", + RowBox[{ + RowBox[{"import", "=", + RowBox[{"Import", "[", + RowBox[{"h5file", ",", + RowBox[{"{", + RowBox[{"\"\<Data\>\"", ",", "positions"}], "}"}]}], "]"}]}], + ";"}]}], "\n", "]"}], ";", "\n", "\n", + RowBox[{"If", "[", + RowBox[{"timreim", ",", + RowBox[{ + RowBox[{"wave", "=", + RowBox[{ + RowBox[{"(", + RowBox[{ + RowBox[{"#1", "/.", " ", + RowBox[{ + RowBox[{"{", + RowBox[{"tt_", ",", "re_", ",", "im_"}], "}"}], "->", + RowBox[{"{", + RowBox[{"tt", ",", + RowBox[{"re", "+", + RowBox[{"I", " ", "im"}]}]}], "}"}]}]}], "&"}], ")"}], "/@", + "import"}]}], ";"}], ",", + RowBox[{"wave", "=", "import"}]}], "]"}], ";", "\n", + RowBox[{"If", "[", + RowBox[{"resample", ",", + RowBox[{ + RowBox[{"wave", "=", + RowBox[{ + RowBox[{ + RowBox[{"ReSampleTD", "[", + RowBox[{"#", ",", "sampling"}], "]"}], "&"}], "/@", "wave"}]}], + ";"}]}], "]"}], ";", "\n", + RowBox[{"If", "[", + RowBox[{"zeroalign", ",", + RowBox[{ + RowBox[{"tmax", "=", + RowBox[{"TimeOfMaximum", "[", + RowBox[{"wave", "[", + RowBox[{"[", + RowBox[{"1", ",", + RowBox[{ + RowBox[{"-", + RowBox[{"Round", "[", + RowBox[{ + RowBox[{"(", + RowBox[{"Length", "@", + RowBox[{"wave", "[", + RowBox[{"[", "1", "]"}], "]"}]}], ")"}], "/", "2"}], + "]"}]}], ";;", + RowBox[{"-", "1"}]}]}], "]"}], "]"}], "]"}]}], ";", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"wave", "[", + RowBox[{"[", + RowBox[{"i", ",", "All", ",", "1"}], "]"}], "]"}], "=", + RowBox[{ + RowBox[{"wave", "[", + RowBox[{"[", + RowBox[{"i", ",", "All", ",", "1"}], "]"}], "]"}], "-", + "tmax"}]}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Length", "@", "import"}]}], "}"}]}], "]"}]}]}], "]"}], + ";", "\n", "wave"}]}], "\n", "]"}]}]], "Code", + CellLabel->"In[85]:=",ExpressionUUID->"c03ad841-0c13-4803-9638-d5c9b3a75ca4"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"SXSMetaFilesToRules", "[", "filePath_", "]"}], ":=", + RowBox[{"Module", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + "filepath", ",", "fileList", ",", "meta1", ",", "pos1", ",", "meta2", + ",", "meta3", ",", "meta4", ",", "value", ",", "var", ",", "list"}], + "}"}], ",", "\n", "\n", "\n", + RowBox[{ + RowBox[{"If", "[", + RowBox[{ + RowBox[{"ListQ", "@", "filePath"}], ",", + RowBox[{"filepath", "=", + RowBox[{"filePath", "[", + RowBox[{"[", "1", "]"}], "]"}]}], ",", + RowBox[{"filepath", "=", "filePath"}]}], "]"}], ";", "\n", + RowBox[{"If", "[", + RowBox[{ + RowBox[{"Not", "@", + RowBox[{"FileExistsQ", "@", "filepath"}]}], ",", + RowBox[{ + RowBox[{"Print", "[", "\"\<File not found\>\"", "]"}], ";", + RowBox[{"Return", "[", "]"}]}]}], "]"}], ";", "\n", "\n", + RowBox[{"(*", + RowBox[{"Reading", " ", "the", " ", "file"}], "*)"}], "\n", + RowBox[{"fileList", "=", + RowBox[{"ReadList", "[", + RowBox[{"filepath", ",", "String"}], "]"}]}], ";", "\n", + RowBox[{"(*", + RowBox[{"Delete", " ", "comments"}], "*)"}], "\n", "\n", + RowBox[{"meta1", "=", + RowBox[{"Delete", "[", + RowBox[{"fileList", ",", + RowBox[{"Position", "[", + RowBox[{ + RowBox[{"StringMatchQ", "[", + RowBox[{"fileList", ",", "\"\<#*\>\""}], "]"}], ",", "True"}], + "]"}]}], "]"}]}], ";", "\n", "\n", + RowBox[{"(*", + RowBox[{"Fix", " ", "eccentricity"}], "*)"}], "\n", + RowBox[{ + RowBox[{"meta1", "[", + RowBox[{"[", + RowBox[{"Flatten", "@", + RowBox[{"Position", "[", + RowBox[{ + RowBox[{"StringMatchQ", "[", + RowBox[{"meta1", ",", "\"\<*<*e-*\>\""}], "]"}], ",", "True"}], + "]"}]}], "]"}], "]"}], "=", + RowBox[{"StringReplace", "[", + RowBox[{ + RowBox[{"meta1", "[", + RowBox[{"[", + RowBox[{"Flatten", "@", + RowBox[{"Position", "[", + RowBox[{ + RowBox[{"StringMatchQ", "[", + RowBox[{"meta1", ",", "\"\<*<*e-*\>\""}], "]"}], ",", "True"}], + "]"}]}], "]"}], "]"}], ",", + RowBox[{"\"\<<\>\"", "->", "\"\<\>\""}]}], "]"}]}], ";", "\n", "\n", + RowBox[{"(*", + RowBox[{"Find", " ", "="}], " ", "*)"}], "\n", + RowBox[{"meta2", "=", + RowBox[{"meta1", "[", + RowBox[{"[", + RowBox[{"Flatten", "@", + RowBox[{"Position", "[", + RowBox[{ + RowBox[{"StringMatchQ", "[", + RowBox[{"meta1", ",", "\"\<*=*\>\""}], "]"}], ",", "True"}], + "]"}]}], "]"}], "]"}]}], ";", "\n", "\n", + RowBox[{"meta3", "=", + RowBox[{"StringSplit", "[", + RowBox[{"meta2", ",", "\"\<=\>\""}], "]"}]}], ";", "\n", "\n", + RowBox[{"(*", " ", + RowBox[{ + RowBox[{"Select", " ", "non"}], "-", + RowBox[{"empty", " ", "fields"}]}], "*)"}], "\n", + RowBox[{"meta3", "=", + RowBox[{"Select", "[", + RowBox[{"meta3", ",", + RowBox[{ + RowBox[{ + RowBox[{"Length", "@", "#"}], ">", "1"}], "&"}]}], "]"}]}], ";", + "\n", "\n", + RowBox[{"(*", + RowBox[{"Delete", " ", "spaces"}], "*)"}], "\n", + RowBox[{"meta4", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"StringReplace", "[", + RowBox[{ + RowBox[{"meta3", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", + RowBox[{"\"\< \>\"", "->", "\"\<\>\""}]}], "]"}], ",", + RowBox[{"StringReplace", "[", + RowBox[{ + RowBox[{"meta3", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], ",", + RowBox[{"\"\< \>\"", "->", "\"\<\>\""}]}], "]"}]}], "}"}], "]"}]}], + ";", "\n", "\n", + RowBox[{"var", "=", + RowBox[{"meta4", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}], ";", "\n", + RowBox[{"value", "=", + RowBox[{"meta4", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}]}], ";", "\n", "\n", + RowBox[{"value", "=", + RowBox[{ + RowBox[{ + RowBox[{"StringSplit", "[", + RowBox[{"#", ",", "\"\<,\>\""}], "]"}], "&"}], "/@", "value"}]}], + ";", "\n", + RowBox[{"(*", + RowBox[{"Delete", " ", "empty", " ", "elements"}], "*)"}], "\n", + RowBox[{"(*", + RowBox[{ + RowBox[{"value", "=", + RowBox[{"Select", "[", + RowBox[{"value", ",", " ", + RowBox[{ + RowBox[{"UnsameQ", "[", + RowBox[{"#", ",", " ", + RowBox[{"{", "}"}]}], "]"}], " ", "&"}]}], "]"}]}], ";"}], + "*)"}], "\n", "\n", + RowBox[{"list", "=", + RowBox[{"{", "}"}]}], ";", "\n", + RowBox[{"Do", "[", "\n", + RowBox[{ + RowBox[{ + RowBox[{"If", "[", + RowBox[{ + RowBox[{ + RowBox[{"Length", "@", + RowBox[{"value", "[", + RowBox[{"[", "i", "]"}], "]"}]}], "==", "0"}], ",", "\n", + " ", + RowBox[{"{", "}"}], "\n", " ", ",", "\n", " ", + RowBox[{ + RowBox[{"If", "[", + RowBox[{ + RowBox[{"IsFPNumberQ", "@", + RowBox[{"value", "[", + RowBox[{"[", + RowBox[{"i", ",", "1"}], "]"}], "]"}]}], ",", "\n", "\t ", + RowBox[{ + RowBox[{ + RowBox[{"value", "[", + RowBox[{"[", "i", "]"}], "]"}], "=", + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{"StringToNumber", "@", "#"}], ")"}], "&"}], "/@", + RowBox[{"value", "[", + RowBox[{"[", "i", "]"}], "]"}]}]}], ";"}]}], "\n", + " ", "]"}], ";", "\n", " ", + RowBox[{"list", "=", + RowBox[{"AppendTo", "[", + RowBox[{"list", ",", + RowBox[{"{", + RowBox[{ + RowBox[{"var", "[", + RowBox[{"[", "i", "]"}], "]"}], "->", + RowBox[{"value", "[", + RowBox[{"[", "i", "]"}], "]"}]}], "}"}]}], "]"}]}], ";"}]}], + "\n", " ", "]"}], ";"}], "\n", ",", "\n", + RowBox[{"{", + RowBox[{"i", ",", "1", ",", + RowBox[{"Length", "@", "value"}]}], "}"}]}], "]"}], ";", "\n", "\n", + + RowBox[{"Flatten", "@", "list"}]}]}], "\n", "\n", "]"}]}]], "Code", + CellLabel->"In[87]:=",ExpressionUUID->"924831b0-9d8f-411c-aba6-db1145813b58"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"SXSParClassification", "[", + RowBox[{ + RowBox[{"sxsdir_", "?", "ListQ"}], ",", + RowBox[{"ClassStr_", "?", "ListQ"}], ",", + RowBox[{"OptionsPattern", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"\"\<\[Epsilon]\>\"", "->", "0.001"}], ",", + RowBox[{"\"\<HighSpin\>\"", "->", "0.8"}], ",", + RowBox[{"\"\<UnRepeated\>\"", "->", "False"}], ",", + RowBox[{"\"\<Verbose\>\"", "->", "False"}], ",", + RowBox[{"\"\<Mass1-Str\>\"", "->", "\"\<initial-mass1\>\""}], ",", + RowBox[{"\"\<Mass2-Str\>\"", "->", "\"\<initial-mass2\>\""}]}], "}"}], + "]"}]}], "]"}], ":=", + RowBox[{"Module", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"metafiles", ",", "metadata", ",", "\n", + RowBox[{"orbitStr", "=", "\"\<number-of-orbits\>\""}], ",", + RowBox[{"dStr", "=", "\"\<initial-separation\>\""}], ",", "mass1Str", + ",", "mass2Str", ",", + RowBox[{"spin1Str", "=", "\"\<initial-dimensionless-spin1\>\""}], ",", + "\n", + RowBox[{"spin2Str", "=", "\"\<initial-dimensionless-spin2\>\""}], ",", + RowBox[{"eccStr", "=", "\"\<relaxed-eccentricity\>\""}], ",", + "spin1Dim", ",", "spin2Dim", ",", "mass1", ",", "mass2", ",", + "massratio", ",", "eccentricity", ",", "dist", ",", "orbit", ",", + "select", ",", "pos", ",", "condition", ",", "A1", ",", "A2", ",", + "precvalue", ",", "precvalueNorm", ",", "\[Epsilon]", ",", "\n", + "spin1Norm", ",", "spin2Norm", ",", "highspin", ",", "spintest", ",", + "\[Chi]eff", ",", "sxsdirout", ",", "spinz", ",", "spinzDiff", ",", + "auxDist", ",", "posdup", ",", "posdupDist", ",", "posdistecc", ",", + "unrepeated", ",", "verbose", ",", "sxsdiroutaux", ",", "precvalue1", + ",", "precvalue2", ",", "precvalueNorm1", ",", "precvalueNorm2"}], + "}"}], ",", "\n", "\n", + RowBox[{ + RowBox[{ + "Print", "[", + "\"\<Classification Input Variables. Examples: {{'MassRatio', \ +'0.99<#<1.1'}},{{'Distance', '#>16'}},{{'Orbits', '#>25'}},{{'Precessing'}},\n\ +{{'Non-Precessing'}},{{'High-Spin'}},{{'\[Chi]eff','#>0.6'}},{{'\[Chi]1','#>0.\ +6'}},{{'\[Chi]2','#>0.6'}},{{'Unequal'}}\>\"", "]"}], ";", "\n", + RowBox[{ + "Print", "[", + "\"\<Take care! Some of the sxs file names are not consistent with the \ +metadata files\>\"", "]"}], ";", "\n", + RowBox[{ + "Print", "[", + "\"\<The spin definition is consitent with 'initial-spin' values and \ +not relaxed ones\>\"", "]"}], ";", "\n", + RowBox[{ + "Print", "[", + "\"\<The mass definition is consitent with 'initial-mass' values and \ +not relaxed ones\>\"", "]"}], ";", "\n", "\n", + RowBox[{"mass1Str", "=", + RowBox[{"OptionValue", "[", "\"\<Mass1-Str\>\"", "]"}]}], ";", "\n", + RowBox[{"mass2Str", "=", + RowBox[{"OptionValue", "[", "\"\<Mass2-Str\>\"", "]"}]}], ";", "\n", + "\n", + RowBox[{"(*", " ", + RowBox[{ + "Kill", " ", "the", " ", "loop", " ", "if", " ", "the", " ", "root", + " ", "directory", " ", "is", " ", "wrong"}], " ", "*)"}], "\n", + RowBox[{"If", "[", + RowBox[{ + RowBox[{"And", "@@", + RowBox[{"(", + RowBox[{"Not", "/@", + RowBox[{"DirectoryQ", "/@", "sxsdir"}]}], ")"}]}], ",", + RowBox[{ + RowBox[{"Print", "[", + RowBox[{"Style", "[", + RowBox[{"\"\<Directory not found\>\"", ",", "Red"}], "]"}], "]"}], + ";", + RowBox[{"Return", "[", + RowBox[{"{", "}"}], "]"}]}]}], "]"}], ";", "\n", "\n", + RowBox[{"sxsdirout", "=", "sxsdir"}], ";", "\n", "\n", + RowBox[{"\[Epsilon]", "=", + RowBox[{"OptionValue", "[", "\"\<\[Epsilon]\>\"", "]"}]}], ";", "\n", + RowBox[{"highspin", "=", + RowBox[{"OptionValue", "[", "\"\<HighSpin\>\"", "]"}]}], ";", "\n", + RowBox[{"unrepeated", "=", + RowBox[{"OptionValue", "[", "\"\<UnRepeated\>\"", "]"}]}], ";", "\n", + RowBox[{"verbose", "=", + RowBox[{"OptionValue", "[", "\"\<Verbose\>\"", "]"}]}], ";", "\n", "\n", + RowBox[{"metafiles", "=", + RowBox[{"Flatten", "[", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"FileNames", "[", + RowBox[{"\"\<metadata.txt\>\"", ",", "#", ",", "4"}], "]"}], "&"}], + "/@", "sxsdirout"}], ",", "1"}], "]"}]}], ";", "\n", + RowBox[{"metadata", "=", + RowBox[{ + RowBox[{ + RowBox[{"SXSMetaFilesToRules", "[", "#", "]"}], "&"}], "/@", + "metafiles"}]}], ";", "\n", + RowBox[{"mass1", "=", + RowBox[{"Flatten", "@", + RowBox[{"(", + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{"mass1Str", "/.", "#"}], ")"}], "&"}], "/@", "metadata"}], + ")"}]}]}], ";", "\n", + RowBox[{"mass2", "=", + RowBox[{"Flatten", "@", + RowBox[{"(", + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{"mass2Str", "/.", "#"}], ")"}], "&"}], "/@", "metadata"}], + ")"}]}]}], ";", "\n", + RowBox[{"massratio", "=", + RowBox[{"mass1", "/", "mass2"}]}], ";", "\n", + RowBox[{"dist", "=", + RowBox[{"Flatten", "@", + RowBox[{"(", + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{"dStr", "/.", "#"}], ")"}], "&"}], "/@", "metadata"}], + ")"}]}]}], ";", "\n", + RowBox[{"orbit", "=", + RowBox[{"Flatten", "@", + RowBox[{"(", + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{"orbitStr", "/.", "#"}], ")"}], "&"}], "/@", "metadata"}], + ")"}]}]}], ";", "\n", + RowBox[{"spin1Dim", "=", + RowBox[{"(", + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{"spin1Str", "/.", "#"}], ")"}], "&"}], "/@", "metadata"}], + ")"}]}], ";", "\n", + RowBox[{"spin2Dim", "=", + RowBox[{"(", + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{"spin2Str", "/.", "#"}], ")"}], "&"}], "/@", "metadata"}], + ")"}]}], ";", "\n", + RowBox[{"A1", "=", + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"3", " ", + RowBox[{"massratio", "/", + RowBox[{"(", "4.", ")"}]}]}]}], ")"}]}], ";", "\n", + RowBox[{"A2", "=", + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"3", " ", "/", + RowBox[{"(", + RowBox[{"4.", "*", "massratio"}], ")"}]}]}], " ", ")"}]}], ";", + "\n", + RowBox[{"\[Chi]eff", "=", + RowBox[{ + RowBox[{ + RowBox[{"massratio", "/", + RowBox[{"(", + RowBox[{"1.", "+", "massratio"}], ")"}]}], "*", "spin1Dim"}], " ", + "+", + RowBox[{ + RowBox[{"1.", "/", + RowBox[{"(", + RowBox[{"1", "+", "massratio"}], ")"}]}], "*", "spin2Dim"}]}]}], + ";", "\n", + RowBox[{"eccentricity", "=", + RowBox[{"Flatten", "[", + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{"eccStr", "/.", "#"}], ")"}], "&"}], "/@", "metadata"}], + "]"}]}], ";", "\n", + RowBox[{"spinz", "=", + RowBox[{"Chop", "/@", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"TakeColumn", "[", + RowBox[{"spin1Dim", ",", "3"}], "]"}], ",", + RowBox[{"TakeColumn", "[", + RowBox[{"spin2Dim", ",", "3"}], "]"}]}], "}"}], "]"}]}]}], ";", + "\n", + RowBox[{"spinzDiff", "=", + RowBox[{"Abs", "[", + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "2", "]"}], "]"}], "-", + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}]}], ")"}], "&"}], "/@", "spinz"}], + "]"}]}], ";", "\n", + RowBox[{"condition", "=", + RowBox[{"ClassStr", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}], ";", "\n", + RowBox[{"select", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"If", "[", + RowBox[{ + RowBox[{ + RowBox[{"Length", "@", + RowBox[{"ClassStr", "[", + RowBox[{"[", "i", "]"}], "]"}]}], "==", "2"}], ",", + RowBox[{"ToExpression", "@", + RowBox[{"(", + RowBox[{"ClassStr", "[", + RowBox[{"[", + RowBox[{"i", ",", "2"}], "]"}], "]"}], ")"}]}], ",", + "\"\<Null\>\""}], "]"}], ",", + RowBox[{"{", + RowBox[{"i", ",", "1", ",", + RowBox[{"Length", "@", "ClassStr"}]}], "}"}]}], "]"}]}], ";", "\n", + + RowBox[{"pos", "=", + RowBox[{"Table", "[", + RowBox[{"i", ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Length", "@", "sxsdirout"}]}], "}"}]}], "]"}]}], ";", "\n", + "\n", + RowBox[{"Do", "[", "\n", "\n", + RowBox[{ + RowBox[{ + RowBox[{"Which", "[", + RowBox[{ + RowBox[{ + RowBox[{"condition", "[", + RowBox[{"[", "i", "]"}], "]"}], "==", "\"\<MassRatio\>\""}], ",", + "\n", "\n", + RowBox[{ + RowBox[{"If", "[", + RowBox[{ + RowBox[{ + RowBox[{"Length", "@", + RowBox[{"ClassStr", "[", + RowBox[{"[", "i", "]"}], "]"}]}], "!=", " ", "2"}], ",", + RowBox[{ + RowBox[{"Print", "[", "\"\<Wrong input\>\"", "]"}], ";", + RowBox[{"Break", "[", "]"}]}]}], "]"}], ";", "\n", "\n", + RowBox[{"pos", "=", + RowBox[{"Flatten", "@", + RowBox[{"Position", "[", + RowBox[{"massratio", ",", + RowBox[{"_", "?", + RowBox[{"(", + RowBox[{ + RowBox[{"Evaluate", "[", + RowBox[{"select", "[", + RowBox[{"[", "i", "]"}], "]"}], "]"}], "&"}], ")"}]}]}], + "]"}]}]}], ";", "\n", + RowBox[{"massratio", "=", + RowBox[{"massratio", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"dist", "=", + RowBox[{"dist", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"orbit", "=", + RowBox[{"orbit", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"spin1Dim", "=", + RowBox[{"spin1Dim", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"spin2Dim", "=", + RowBox[{"spin2Dim", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"A1", "=", + RowBox[{"A1", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"A2", "=", + RowBox[{"A2", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"spinzDiff", "=", + RowBox[{"spinzDiff", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"eccentricity", "=", + RowBox[{"eccentricity", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"\[Chi]eff", "=", + RowBox[{"\[Chi]eff", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"sxsdirout", "=", + RowBox[{"sxsdirout", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";"}], ",", "\n", "\n", + RowBox[{ + RowBox[{"condition", "[", + RowBox[{"[", "i", "]"}], "]"}], "==", " ", "\"\<Distance\>\""}], + ",", "\n", "\n", + RowBox[{ + RowBox[{"If", "[", + RowBox[{ + RowBox[{ + RowBox[{"Length", "@", + RowBox[{"ClassStr", "[", + RowBox[{"[", "i", "]"}], "]"}]}], "!=", " ", "2"}], ",", + RowBox[{ + RowBox[{"Print", "[", "\"\<Wrong input\>\"", "]"}], ";", + RowBox[{"Break", "[", "]"}]}]}], "]"}], ";", "\n", "\n", + RowBox[{"pos", "=", + RowBox[{"Flatten", "@", + RowBox[{"Position", "[", + RowBox[{ + RowBox[{ + RowBox[{"sxsdirout", "=", + RowBox[{"sxsdirout", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";"}], ",", + RowBox[{"_", "?", + RowBox[{"(", + RowBox[{ + RowBox[{"Evaluate", "[", + RowBox[{"select", "[", + RowBox[{"[", "i", "]"}], "]"}], "]"}], "&"}], ")"}]}]}], + "]"}]}]}], ";", "\n", + RowBox[{"massratio", "=", + RowBox[{"massratio", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"dist", "=", + RowBox[{"dist", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"orbit", "=", + RowBox[{"orbit", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"spin1Dim", "=", + RowBox[{"spin1Dim", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"spin2Dim", "=", + RowBox[{"spin2Dim", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"A1", "=", + RowBox[{"A1", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"A2", "=", + RowBox[{"A2", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"spinzDiff", "=", + RowBox[{"spinzDiff", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"eccentricity", "=", + RowBox[{"eccentricity", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"\[Chi]eff", "=", + RowBox[{"\[Chi]eff", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", "\n", + RowBox[{"sxsdirout", "=", + RowBox[{"sxsdirout", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";"}], ",", "\n", "\n", + RowBox[{ + RowBox[{"condition", "[", + RowBox[{"[", "i", "]"}], "]"}], "==", " ", "\"\<Orbits\>\""}], + ",", "\n", "\n", + RowBox[{ + RowBox[{"If", "[", + RowBox[{ + RowBox[{ + RowBox[{"Length", "@", + RowBox[{"ClassStr", "[", + RowBox[{"[", "i", "]"}], "]"}]}], "!=", " ", "2"}], ",", + RowBox[{ + RowBox[{"Print", "[", "\"\<Wrong input\>\"", "]"}], ";", + RowBox[{"Break", "[", "]"}]}]}], "]"}], ";", "\n", "\n", + RowBox[{"pos", "=", + RowBox[{"Flatten", "@", + RowBox[{"Position", "[", + RowBox[{"orbit", ",", + RowBox[{"_", "?", + RowBox[{"(", + RowBox[{ + RowBox[{"Evaluate", "[", + RowBox[{"select", "[", + RowBox[{"[", "i", "]"}], "]"}], "]"}], "&"}], ")"}]}]}], + "]"}]}]}], ";", "\n", + RowBox[{"massratio", "=", + RowBox[{"massratio", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"dist", "=", + RowBox[{"dist", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"orbit", "=", + RowBox[{"orbit", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"spin1Dim", "=", + RowBox[{"spin1Dim", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"spin2Dim", "=", + RowBox[{"spin2Dim", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"A1", "=", + RowBox[{"A1", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"A2", "=", + RowBox[{"A2", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"spinzDiff", "=", + RowBox[{"spinzDiff", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"eccentricity", "=", + RowBox[{"eccentricity", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"\[Chi]eff", "=", + RowBox[{"\[Chi]eff", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", "\n", + RowBox[{"sxsdirout", "=", + RowBox[{"sxsdirout", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";"}], ",", "\n", "\n", + RowBox[{ + RowBox[{"condition", "[", + RowBox[{"[", "i", "]"}], "]"}], "==", " ", + "\"\<Non-Precessing\>\""}], ",", "\n", "\n", + RowBox[{"(*", + RowBox[{ + RowBox[{"precvalue", "=", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"(", "#", ")"}], "\[Cross]", + RowBox[{"{", + RowBox[{"0", ",", "0", ",", "1"}], "}"}]}], "&"}], "/@", + RowBox[{"(", + RowBox[{ + RowBox[{ + RowBox[{"(", "spin1Dim", ")"}], "A1"}], "+", + RowBox[{ + RowBox[{"(", "spin2Dim", ")"}], "A2"}]}], ")"}]}]}], ";"}], + "*)"}], "\n", + RowBox[{ + RowBox[{"precvalue1", "=", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"(", "#", ")"}], "\[Cross]", + RowBox[{"{", + RowBox[{"0", ",", "0", ",", "1"}], "}"}]}], "&"}], "/@", + RowBox[{"(", + RowBox[{ + RowBox[{"(", "spin1Dim", ")"}], "A1"}], ")"}]}]}], ";", "\n", + RowBox[{"precvalue2", "=", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"(", "#", ")"}], "\[Cross]", + RowBox[{"{", + RowBox[{"0", ",", "0", ",", "1"}], "}"}]}], "&"}], "/@", + RowBox[{"(", + RowBox[{ + RowBox[{"(", "spin2Dim", ")"}], "A2"}], ")"}]}]}], ";", "\n", + RowBox[{"precvalueNorm1", "=", + RowBox[{ + RowBox[{ + RowBox[{"Norm", "[", "#", "]"}], "&"}], "/@", "precvalue1"}]}], + ";", "\n", + RowBox[{"precvalueNorm2", "=", + RowBox[{ + RowBox[{ + RowBox[{"Norm", "[", "#", "]"}], "&"}], "/@", "precvalue2"}]}], + ";", "\n", + RowBox[{"precvalueNorm", "=", + RowBox[{ + RowBox[{"precvalueNorm1", "^", "2"}], "+", + RowBox[{"precvalueNorm2", "^", "2"}]}]}], ";", "\n", + RowBox[{"pos", "=", + RowBox[{"Flatten", "@", + RowBox[{"Position", "[", + RowBox[{"precvalueNorm", ",", + RowBox[{"_", "?", + RowBox[{"(", + RowBox[{ + RowBox[{"#", "<", "\[Epsilon]"}], " ", "&"}], ")"}]}]}], + "]"}]}]}], ";", "\n", "\n", + RowBox[{"massratio", "=", + RowBox[{"massratio", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"dist", "=", + RowBox[{"dist", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"orbit", "=", + RowBox[{"orbit", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"spin1Dim", "=", + RowBox[{"spin1Dim", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"spin2Dim", "=", + RowBox[{"spin2Dim", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"A1", "=", + RowBox[{"A1", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"A2", "=", + RowBox[{"A2", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"spinzDiff", "=", + RowBox[{"spinzDiff", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"eccentricity", "=", + RowBox[{"eccentricity", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"\[Chi]eff", "=", + RowBox[{"\[Chi]eff", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", "\n", + RowBox[{"sxsdirout", "=", + RowBox[{"sxsdirout", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";"}], ",", "\n", "\n", + RowBox[{ + RowBox[{"condition", "[", + RowBox[{"[", "i", "]"}], "]"}], "==", " ", "\"\<Unequal\>\""}], + ",", "\n", "\n", + RowBox[{ + RowBox[{"pos", "=", + RowBox[{"Flatten", "@", + RowBox[{"Position", "[", + RowBox[{"spinzDiff", ",", + RowBox[{"_", "?", + RowBox[{"(", + RowBox[{ + RowBox[{"#", ">", "\[Epsilon]"}], " ", "&"}], ")"}]}]}], + "]"}]}]}], ";", "\n", "\n", + RowBox[{"massratio", "=", + RowBox[{"massratio", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"dist", "=", + RowBox[{"dist", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"orbit", "=", + RowBox[{"orbit", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"spin1Dim", "=", + RowBox[{"spin1Dim", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"spin2Dim", "=", + RowBox[{"spin2Dim", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"A1", "=", + RowBox[{"A1", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"A2", "=", + RowBox[{"A2", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"spinzDiff", "=", + RowBox[{"spinzDiff", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"eccentricity", "=", + RowBox[{"eccentricity", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"\[Chi]eff", "=", + RowBox[{"\[Chi]eff", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", "\n", + RowBox[{"sxsdirout", "=", + RowBox[{"sxsdirout", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";"}], ",", "\n", "\n", + RowBox[{ + RowBox[{"condition", "[", + RowBox[{"[", "i", "]"}], "]"}], "==", "\"\<Precessing\>\""}], ",", + "\n", "\n", + RowBox[{ + RowBox[{"precvalue1", "=", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"(", "#", ")"}], "\[Cross]", + RowBox[{"{", + RowBox[{"0", ",", "0", ",", "1"}], "}"}]}], "&"}], "/@", + RowBox[{"(", + RowBox[{ + RowBox[{"(", "spin1Dim", ")"}], "A1"}], ")"}]}]}], ";", "\n", + RowBox[{"precvalue2", "=", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"(", "#", ")"}], "\[Cross]", + RowBox[{"{", + RowBox[{"0", ",", "0", ",", "1"}], "}"}]}], "&"}], "/@", + RowBox[{"(", + RowBox[{ + RowBox[{"(", "spin2Dim", ")"}], "A2"}], ")"}]}]}], ";", "\n", + RowBox[{"precvalueNorm1", "=", + RowBox[{ + RowBox[{ + RowBox[{"Norm", "[", "#", "]"}], "&"}], "/@", "precvalue1"}]}], + ";", "\n", + RowBox[{"precvalueNorm2", "=", + RowBox[{ + RowBox[{ + RowBox[{"Norm", "[", "#", "]"}], "&"}], "/@", "precvalue2"}]}], + ";", "\n", + RowBox[{"precvalueNorm", "=", + RowBox[{ + RowBox[{"precvalueNorm1", "^", "2"}], "+", + RowBox[{"precvalueNorm2", "^", "2"}]}]}], ";", "\n", "\n", + RowBox[{"(*", + RowBox[{ + RowBox[{"precvalue", "=", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"(", "#", ")"}], "\[Cross]", + RowBox[{"{", + RowBox[{"0", ",", "0", ",", "1"}], "}"}]}], "&"}], "/@", + RowBox[{"(", + RowBox[{ + RowBox[{ + RowBox[{"(", "spin1Dim", ")"}], "A1"}], "+", + RowBox[{ + RowBox[{"(", "spin2Dim", ")"}], "A2"}]}], ")"}]}]}], ";"}], + "*)"}], "\n", "\n", + RowBox[{"pos", "=", + RowBox[{"Flatten", "@", + RowBox[{"Position", "[", + RowBox[{"precvalueNorm", ",", + RowBox[{"_", "?", + RowBox[{"(", + RowBox[{ + RowBox[{"#", ">", "\[Epsilon]"}], " ", "&"}], ")"}]}]}], + "]"}]}]}], ";", "\n", + RowBox[{"massratio", "=", + RowBox[{"massratio", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"dist", "=", + RowBox[{"dist", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"orbit", "=", + RowBox[{"orbit", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"spin1Dim", "=", + RowBox[{"spin1Dim", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"spin2Dim", "=", + RowBox[{"spin2Dim", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"A1", "=", + RowBox[{"A1", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"A2", "=", + RowBox[{"A2", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"spinzDiff", "=", + RowBox[{"spinzDiff", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"eccentricity", "=", + RowBox[{"eccentricity", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"\[Chi]eff", "=", + RowBox[{"\[Chi]eff", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", "\n", + RowBox[{"sxsdirout", "=", + RowBox[{"sxsdirout", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";"}], ",", "\n", "\n", + RowBox[{ + RowBox[{"condition", "[", + RowBox[{"[", "i", "]"}], "]"}], "==", " ", "\"\<High-Spin\>\""}], + ",", "\n", "\n", + RowBox[{ + RowBox[{"spin1Norm", "=", + RowBox[{ + RowBox[{ + RowBox[{"Norm", "[", "#", "]"}], "&"}], "/@", "spin1Dim"}]}], + ";", "\n", + RowBox[{"spin2Norm", "=", + RowBox[{ + RowBox[{ + RowBox[{"Norm", "[", "#", "]"}], "&"}], "/@", "spin2Dim"}]}], + ";", "\n", "\n", + RowBox[{"spintest", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"If", "[", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"Abs", "@", + RowBox[{"spin1Norm", "[", + RowBox[{"[", "i", "]"}], "]"}]}], ">=", "highspin"}], " ", + "||", " ", + RowBox[{ + RowBox[{"Abs", "@", + RowBox[{"spin2Norm", "[", + RowBox[{"[", "i", "]"}], "]"}]}], ">=", "highspin"}]}], + ",", "True", ",", "False"}], "]"}], ",", + RowBox[{"{", + RowBox[{"i", ",", "1", ",", + RowBox[{"Length", "@", "spin1Norm"}]}], "}"}]}], "]"}]}], ";", + "\n", + RowBox[{"pos", "=", + RowBox[{"Flatten", "@", + RowBox[{"Position", "[", + RowBox[{"spintest", ",", "True"}], "]"}]}]}], ";", "\n", + RowBox[{"massratio", "=", + RowBox[{"massratio", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"dist", "=", + RowBox[{"dist", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"orbit", "=", + RowBox[{"orbit", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"spin1Dim", "=", + RowBox[{"spin1Dim", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"spin2Dim", "=", + RowBox[{"spin2Dim", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"A1", "=", + RowBox[{"A1", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"A2", "=", + RowBox[{"A2", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"spinzDiff", "=", + RowBox[{"spinzDiff", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"eccentricity", "=", + RowBox[{"eccentricity", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"\[Chi]eff", "=", + RowBox[{"\[Chi]eff", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", "\n", + RowBox[{"sxsdirout", "=", + RowBox[{"sxsdirout", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";"}], ",", "\n", "\n", + RowBox[{ + RowBox[{"condition", "[", + RowBox[{"[", "i", "]"}], "]"}], "==", " ", "\"\<\[Chi]eff\>\""}], + ",", "\n", "\n", + RowBox[{ + RowBox[{"If", "[", + RowBox[{ + RowBox[{ + RowBox[{"Length", "@", + RowBox[{"ClassStr", "[", + RowBox[{"[", "i", "]"}], "]"}]}], "!=", " ", "2"}], ",", + RowBox[{ + RowBox[{"Print", "[", "\"\<Wrong input\>\"", "]"}], ";", + RowBox[{"Break", "[", "]"}]}]}], "]"}], ";", "\n", "\n", + RowBox[{"pos", "=", + RowBox[{"Flatten", "@", + RowBox[{"Position", "[", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"Norm", "[", "#", "]"}], "&"}], "/@", "\[Chi]eff"}], + ",", + RowBox[{"_", "?", + RowBox[{"(", + RowBox[{ + RowBox[{"Evaluate", "[", + RowBox[{"select", "[", + RowBox[{"[", "i", "]"}], "]"}], "]"}], " ", "&"}], + ")"}]}]}], "]"}]}]}], ";", "\n", + RowBox[{"massratio", "=", + RowBox[{"massratio", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"dist", "=", + RowBox[{"dist", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"orbit", "=", + RowBox[{"orbit", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"spin1Dim", "=", + RowBox[{"spin1Dim", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"spin2Dim", "=", + RowBox[{"spin2Dim", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"A1", "=", + RowBox[{"A1", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"A2", "=", + RowBox[{"A2", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"spinzDiff", "=", + RowBox[{"spinzDiff", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"eccentricity", "=", + RowBox[{"eccentricity", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"\[Chi]eff", "=", + RowBox[{"\[Chi]eff", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", "\n", + RowBox[{"sxsdirout", "=", + RowBox[{"sxsdirout", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";"}], ",", "\n", "\n", + RowBox[{ + RowBox[{"condition", "[", + RowBox[{"[", "i", "]"}], "]"}], "==", " ", "\"\<\[Chi]1\>\""}], + ",", "\n", "\n", + RowBox[{ + RowBox[{"If", "[", + RowBox[{ + RowBox[{ + RowBox[{"Length", "@", + RowBox[{"ClassStr", "[", + RowBox[{"[", "i", "]"}], "]"}]}], "!=", " ", "2"}], ",", + RowBox[{ + RowBox[{"Print", "[", "\"\<Wrong input\>\"", "]"}], ";", + RowBox[{"Break", "[", "]"}]}]}], "]"}], ";", "\n", "\n", + RowBox[{"pos", "=", + RowBox[{"Flatten", "@", + RowBox[{"Position", "[", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"Norm", "[", "#", "]"}], "&"}], "/@", "spin1Dim"}], + ",", + RowBox[{"_", "?", + RowBox[{"(", + RowBox[{ + RowBox[{"Evaluate", "[", + RowBox[{"select", "[", + RowBox[{"[", "i", "]"}], "]"}], "]"}], " ", "&"}], + ")"}]}]}], "]"}]}]}], ";", "\n", + RowBox[{"massratio", "=", + RowBox[{"massratio", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"dist", "=", + RowBox[{"dist", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"orbit", "=", + RowBox[{"orbit", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"spin1Dim", "=", + RowBox[{"spin1Dim", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"spin2Dim", "=", + RowBox[{"spin2Dim", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"A1", "=", + RowBox[{"A1", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"A2", "=", + RowBox[{"A2", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"spinzDiff", "=", + RowBox[{"spinzDiff", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"eccentricity", "=", + RowBox[{"eccentricity", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"\[Chi]eff", "=", + RowBox[{"\[Chi]eff", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", "\n", + RowBox[{"sxsdirout", "=", + RowBox[{"sxsdirout", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";"}], ",", "\n", "\n", + RowBox[{ + RowBox[{"condition", "[", + RowBox[{"[", "i", "]"}], "]"}], "==", " ", "\"\<\[Chi]2\>\""}], + ",", "\n", "\n", + RowBox[{ + RowBox[{"If", "[", + RowBox[{ + RowBox[{ + RowBox[{"Length", "@", + RowBox[{"ClassStr", "[", + RowBox[{"[", "i", "]"}], "]"}]}], "!=", " ", "2"}], ",", + RowBox[{ + RowBox[{"Print", "[", "\"\<Wrong input\>\"", "]"}], ";", + RowBox[{"Break", "[", "]"}]}]}], "]"}], ";", "\n", "\n", + RowBox[{"pos", "=", + RowBox[{"Flatten", "@", + RowBox[{"Position", "[", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"Norm", "[", "#", "]"}], "&"}], "/@", "spin2Dim"}], + ",", + RowBox[{"_", "?", + RowBox[{"(", + RowBox[{ + RowBox[{"Evaluate", "[", + RowBox[{"select", "[", + RowBox[{"[", "i", "]"}], "]"}], "]"}], " ", "&"}], + ")"}]}]}], "]"}]}]}], ";", "\n", + RowBox[{"massratio", "=", + RowBox[{"massratio", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"dist", "=", + RowBox[{"dist", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"orbit", "=", + RowBox[{"orbit", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"spin1Dim", "=", + RowBox[{"spin1Dim", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"spin2Dim", "=", + RowBox[{"spin2Dim", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"A1", "=", + RowBox[{"A1", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"A2", "=", + RowBox[{"A2", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"spinzDiff", "=", + RowBox[{"spinzDiff", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"eccentricity", "=", + RowBox[{"eccentricity", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"\[Chi]eff", "=", + RowBox[{"\[Chi]eff", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", "\n", + RowBox[{"sxsdirout", "=", + RowBox[{"sxsdirout", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";"}], ",", "\n", "\n", "\n", + RowBox[{ + RowBox[{"condition", "[", + RowBox[{"[", "i", "]"}], "]"}], "==", " ", + "\"\<relaxed-eccentricity\>\""}], ",", "\n", "\n", + RowBox[{ + RowBox[{"If", "[", + RowBox[{ + RowBox[{ + RowBox[{"Length", "@", + RowBox[{"ClassStr", "[", + RowBox[{"[", "i", "]"}], "]"}]}], "!=", " ", "2"}], ",", + RowBox[{ + RowBox[{"Print", "[", "\"\<Wrong input\>\"", "]"}], ";", + RowBox[{"Break", "[", "]"}]}]}], "]"}], ";", "\n", "\n", + RowBox[{"pos", "=", + RowBox[{"Flatten", "@", + RowBox[{"Position", "[", + RowBox[{"eccentricity", ",", + RowBox[{"_", "?", + RowBox[{"(", + RowBox[{ + RowBox[{"Evaluate", "[", + RowBox[{"select", "[", + RowBox[{"[", "i", "]"}], "]"}], "]"}], " ", "&"}], + ")"}]}]}], "]"}]}]}], ";", "\n", + RowBox[{"massratio", "=", + RowBox[{"massratio", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"dist", "=", + RowBox[{"dist", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"orbit", "=", + RowBox[{"orbit", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"spin1Dim", "=", + RowBox[{"spin1Dim", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"spin2Dim", "=", + RowBox[{"spin2Dim", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"A1", "=", + RowBox[{"A1", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"A2", "=", + RowBox[{"A2", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"spinzDiff", "=", + RowBox[{"spinzDiff", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"eccentricity", "=", + RowBox[{"eccentricity", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", + RowBox[{"\[Chi]eff", "=", + RowBox[{"\[Chi]eff", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";", "\n", "\n", + RowBox[{"sxsdirout", "=", + RowBox[{"sxsdirout", "[", + RowBox[{"[", "pos", "]"}], "]"}]}], ";"}], ",", "\n", " ", + "True", ",", "\n", + RowBox[{ + RowBox[{"Print", "[", + RowBox[{"Style", "[", + RowBox[{ + "\"\<Wrong input\>\"", ",", "Bold", ",", "Red", ",", "16"}], + "]"}], "]"}], ";", "\n", + RowBox[{"Break", "[", "]"}], ";"}]}], "\n", "]"}], ";"}], "\n", + ",", + RowBox[{"{", + RowBox[{"i", ",", "1", ",", + RowBox[{"Length", "@", "ClassStr"}]}], "}"}]}], "]"}], ";", "\n", + "\n", "\n", + RowBox[{"If", "[", + RowBox[{"unrepeated", ",", "\n", "\n", + RowBox[{ + RowBox[{ + "Print", "[", + "\"\<Taking among the repeated cases only those with lower \ +eccentricity and larger D (just in case ei=ej)\>\"", "]"}], ";", "\n", "\n", + RowBox[{"(*", " ", + RowBox[{ + "Selecting", " ", "Case", " ", "with", " ", "lower", " ", "e"}], " ", + "*)"}], "\n", + RowBox[{"auxDist", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"Round", "[", + RowBox[{ + RowBox[{ + RowBox[{"#", "&"}], "/@", "massratio"}], ",", "0.1"}], "]"}], + ",", + RowBox[{ + RowBox[{ + RowBox[{"Round", "[", + RowBox[{ + RowBox[{"Chop", "[", + RowBox[{"#", ",", + RowBox[{"10", "^", + RowBox[{"(", + RowBox[{"-", "2"}], ")"}]}]}], "]"}], ",", "0.01"}], + "]"}], "&"}], "/@", "spin1Dim"}], ",", + RowBox[{ + RowBox[{ + RowBox[{"Round", "[", + RowBox[{ + RowBox[{"Chop", "[", + RowBox[{"#", ",", + RowBox[{"10", "^", + RowBox[{"(", + RowBox[{"-", "2"}], ")"}]}]}], "]"}], ",", "0.01"}], + "]"}], "&"}], "/@", "spin2Dim"}], ",", "dist", ",", + "eccentricity"}], "}"}], "]"}]}], ";", "\n", + RowBox[{"posdup", "=", + RowBox[{"positionDuplicates", "@", + RowBox[{"auxDist", "[", + RowBox[{"[", + RowBox[{"All", ",", + RowBox[{"1", ";;", "3"}]}], "]"}], "]"}]}]}], ";", "\n", + RowBox[{"posdistecc", "=", + RowBox[{ + RowBox[{ + RowBox[{"Flatten", "[", + RowBox[{"#", ",", "1"}], "]"}], "&"}], "/@", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"Position", "[", + RowBox[{ + RowBox[{"auxDist", "[", + RowBox[{"[", + RowBox[{ + RowBox[{"posdup", "[", + RowBox[{"[", "i", "]"}], "]"}], ",", "5"}], "]"}], "]"}], + ",", + RowBox[{"Min", "@", + RowBox[{"auxDist", "[", + RowBox[{"[", + RowBox[{ + RowBox[{"posdup", "[", + RowBox[{"[", "i", "]"}], "]"}], ",", "5"}], "]"}], + "]"}]}]}], "]"}], ",", + RowBox[{"{", + RowBox[{"i", ",", "1", ",", + RowBox[{"Length", "@", "posdup"}]}], "}"}]}], "]"}]}]}], ";", + "\n", + RowBox[{"posdistecc", "=", + RowBox[{"Flatten", "@", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"posdup", "[", + RowBox[{"[", + RowBox[{"i", ",", + RowBox[{"posdistecc", "[", + RowBox[{"[", "i", "]"}], "]"}]}], "]"}], "]"}], ",", + RowBox[{"{", + RowBox[{"i", ",", "1", ",", + RowBox[{"Length", "@", "posdup"}]}], "}"}]}], "]"}]}]}], ";", + "\n", + RowBox[{"sxsdirout", "=", + RowBox[{"sxsdirout", "[", + RowBox[{"[", "posdistecc", "]"}], "]"}]}], ";", "\n", "\n", + RowBox[{"(*", " ", + RowBox[{ + "Selecting", " ", "Case", " ", "with", " ", "larger", " ", "D"}], + " ", "*)"}], "\n", + RowBox[{"auxDist", "=", + RowBox[{"auxDist", "[", + RowBox[{"[", "posdistecc", "]"}], "]"}]}], ";", "\n", + RowBox[{"posdup", "=", + RowBox[{"positionDuplicates", "@", + RowBox[{"auxDist", "[", + RowBox[{"[", + RowBox[{"All", ",", + RowBox[{"1", ";;", "3"}]}], "]"}], "]"}]}]}], ";", "\n", + RowBox[{"posdistecc", "=", + RowBox[{ + RowBox[{ + RowBox[{"Flatten", "[", + RowBox[{"#", ",", "1"}], "]"}], "&"}], "/@", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"Position", "[", + RowBox[{ + RowBox[{"auxDist", "[", + RowBox[{"[", + RowBox[{ + RowBox[{"posdup", "[", + RowBox[{"[", "i", "]"}], "]"}], ",", "4"}], "]"}], "]"}], + ",", + RowBox[{"Max", "@", + RowBox[{"auxDist", "[", + RowBox[{"[", + RowBox[{ + RowBox[{"posdup", "[", + RowBox[{"[", "i", "]"}], "]"}], ",", "4"}], "]"}], + "]"}]}]}], "]"}], ",", + RowBox[{"{", + RowBox[{"i", ",", "1", ",", + RowBox[{"Length", "@", "posdup"}]}], "}"}]}], "]"}]}]}], ";", + "\n", + RowBox[{"posdistecc", "=", + RowBox[{"Flatten", "@", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"posdup", "[", + RowBox[{"[", + RowBox[{"i", ",", + RowBox[{"posdistecc", "[", + RowBox[{"[", "i", "]"}], "]"}]}], "]"}], "]"}], ",", + RowBox[{"{", + RowBox[{"i", ",", "1", ",", + RowBox[{"Length", "@", "posdup"}]}], "}"}]}], "]"}]}]}], ";", + "\n", "\n", + RowBox[{"auxDist", "=", + RowBox[{"auxDist", "[", + RowBox[{"[", "posdistecc", "]"}], "]"}]}], ";", "\n", + RowBox[{"sxsdirout", "=", + RowBox[{"sxsdirout", "[", + RowBox[{"[", "posdistecc", "]"}], "]"}]}], ";", "\n", + RowBox[{"sxsdiroutaux", "=", + RowBox[{"SortBy", "[", + RowBox[{ + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"Join", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"sxsdirout", "[", + RowBox[{"[", "i", "]"}], "]"}], "}"}], ",", + RowBox[{"auxDist", "[", + RowBox[{"[", "i", "]"}], "]"}]}], "]"}], ",", + RowBox[{"{", + RowBox[{"i", ",", "1", ",", + RowBox[{"Length", "@", "sxsdirout"}]}], "}"}]}], "]"}], ",", + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "2", "]"}], "]"}], "&"}]}], "]"}]}], ";", "\n", + "\n", + RowBox[{"If", "[", + RowBox[{"verbose", ",", " ", "\n", + RowBox[{"Print", "[", + RowBox[{ + RowBox[{"Prepend", "[", + RowBox[{ + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"ToString", "@", "#"}], "&"}], "/@", + RowBox[{"sxsdiroutaux", "[", + RowBox[{"[", "i", "]"}], "]"}]}], ",", + RowBox[{"{", + RowBox[{"i", ",", "1", ",", + RowBox[{"Length", "@", "sxsdiroutaux"}]}], "}"}]}], "]"}], + ",", + RowBox[{"{", + RowBox[{ + "\"\<Case\>\"", ",", "\"\<q\>\"", ",", "\"\<\[Chi]1\>\"", ",", + "\"\<\[Chi]2\>\"", ",", "\"\<D\>\"", ",", "\"\<e\>\""}], + "}"}]}], "]"}], "//", "TableForm"}], "]"}]}], "]"}], ";", "\n", + "\n", + RowBox[{"sxsdiroutaux", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}], ",", "\n", "\n", + RowBox[{ + RowBox[{"auxDist", "=", + RowBox[{"Transpose", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"Round", "[", + RowBox[{ + RowBox[{ + RowBox[{"#", "&"}], "/@", "massratio"}], ",", "0.1"}], "]"}], + ",", + RowBox[{ + RowBox[{ + RowBox[{"Round", "[", + RowBox[{ + RowBox[{"Chop", "[", + RowBox[{"#", ",", + RowBox[{"10", "^", + RowBox[{"(", + RowBox[{"-", "2"}], ")"}]}]}], "]"}], ",", "0.01"}], + "]"}], "&"}], "/@", "spin1Dim"}], ",", + RowBox[{ + RowBox[{ + RowBox[{"Round", "[", + RowBox[{ + RowBox[{"Chop", "[", + RowBox[{"#", ",", + RowBox[{"10", "^", + RowBox[{"(", + RowBox[{"-", "2"}], ")"}]}]}], "]"}], ",", "0.01"}], + "]"}], "&"}], "/@", "spin2Dim"}], ",", "dist", ",", + "eccentricity"}], "}"}], "]"}]}], ";", "\n", + RowBox[{"(*", + RowBox[{ + RowBox[{"sxsdiroutaux", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"Join", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"sxsdirout", "[", + RowBox[{"[", "i", "]"}], "]"}], "}"}], ",", + RowBox[{"auxDist", "[", + RowBox[{"[", "i", "]"}], "]"}]}], "]"}], ",", + RowBox[{"{", + RowBox[{"i", ",", "1", ",", + RowBox[{"Length", "@", "sxsdirout"}]}], "}"}]}], "]"}]}], + ";"}], "*)"}], "\n", + RowBox[{"sxsdiroutaux", "=", + RowBox[{"SortBy", "[", + RowBox[{ + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"Join", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"sxsdirout", "[", + RowBox[{"[", "i", "]"}], "]"}], "}"}], ",", + RowBox[{"auxDist", "[", + RowBox[{"[", "i", "]"}], "]"}]}], "]"}], ",", + RowBox[{"{", + RowBox[{"i", ",", "1", ",", + RowBox[{"Length", "@", "sxsdirout"}]}], "}"}]}], "]"}], ",", + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "2", "]"}], "]"}], "&"}]}], "]"}]}], ";", "\n", + RowBox[{"If", "[", + RowBox[{"verbose", ",", " ", "\n", + RowBox[{"Print", "[", + RowBox[{ + RowBox[{"Prepend", "[", + RowBox[{ + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"ToString", "@", "#"}], "&"}], "/@", + RowBox[{"sxsdiroutaux", "[", + RowBox[{"[", "i", "]"}], "]"}]}], ",", + RowBox[{"{", + RowBox[{"i", ",", "1", ",", + RowBox[{"Length", "@", "sxsdiroutaux"}]}], "}"}]}], "]"}], + ",", + RowBox[{"{", + RowBox[{ + "\"\<Case\>\"", ",", "\"\<q\>\"", ",", "\"\<\[Chi]1\>\"", ",", + "\"\<\[Chi]2\>\"", ",", "\"\<D\>\"", ",", "\"\<e\>\""}], + "}"}]}], "]"}], "//", "TableForm"}], "]"}]}], "]"}], ";", "\n", + "\n", + RowBox[{"sxsdiroutaux", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}], "]"}]}]}], "\n", + "]"}]}]], "Code", + CellChangeTimes->{{3.799113136734363*^9, 3.79911313895014*^9}}, + CellLabel->"In[93]:=",ExpressionUUID->"53efc507-6a18-4eaf-b317-b615cf672bde"] +}, Closed]], + +Cell[CellGroupData[{ + +Cell["RDown frequency and damping time", "Subsection", + CellChangeTimes->{{3.717145410089053*^9, 3.71714541312827*^9}, { + 3.7172172325438833`*^9, 3.71721723694738*^9}, 3.717232740150098*^9, { + 3.719561185753558*^9, 3.71956118876759*^9}, {3.762579157516369*^9, + 3.7625791630033073`*^9}, {3.762579322938787*^9, 3.7625793374944468`*^9}, { + 3.785052757811619*^9, 3.785052758228941*^9}, {3.799119235050438*^9, + 3.79911926387778*^9}},ExpressionUUID->"f2291a02-b823-4df6-a581-\ +4fcde9b9eb4e"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{ + RowBox[{"Options", "[", "\[Omega]lmn", "]"}], "=", + RowBox[{"{", + RowBox[{ + RowBox[{"\"\<ModesData\>\"", "\[Rule]", + RowBox[{"{", "}"}]}], ",", + RowBox[{"\"\<ModesFile\>\"", "\[Rule]", "\"\<\>\""}]}], "}"}]}], + ";"}], "\n", + RowBox[{ + RowBox[{"\[Omega]lmn", "[", + RowBox[{ + "l_", ",", "m_", ",", "n_", ",", "\[Eta]_", ",", "\[Chi]1_", ",", + "\[Chi]2_", ",", + RowBox[{"OptionsPattern", "[", "]"}]}], "]"}], ":=", + RowBox[{"Module", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + "file", ",", "data", ",", "modesdata", ",", "modesfile", ",", "sp", ",", + "fmass", ",", "f\[Chi]", ",", "\[Chi]\[Omega]\[Tau]", ",", "\[Omega]", + ",", "\[Tau]", ",", "llim", ",", "ulim"}], "}"}], ",", "\n", + RowBox[{ + RowBox[{"modesdata", "=", + RowBox[{"OptionValue", "[", "\"\<ModesData\>\"", "]"}]}], ";", "\n", + RowBox[{"modesfile", "=", + RowBox[{"OptionValue", "[", "\"\<ModesFile\>\"", "]"}]}], ";", "\n", + "\n", + RowBox[{"If", "[", + RowBox[{ + RowBox[{ + RowBox[{"Length", "[", "modesdata", "]"}], "\[Equal]", "0"}], ",", + "\n", " ", + RowBox[{ + RowBox[{"If", "[", + RowBox[{ + RowBox[{"n", "\[LessEqual]", "7"}], ",", "\n", " ", + RowBox[{ + RowBox[{"file", "=", + RowBox[{"modesfile", "<>", "\"\<l\>\"", "<>", + RowBox[{"ToString", "[", "l", "]"}], "<>", "\"\</n\>\"", "<>", + RowBox[{"ToString", "[", + RowBox[{"n", "+", "1"}], "]"}], "<>", "\"\<l\>\"", "<>", + RowBox[{"ToString", "[", "l", "]"}], "<>", "\"\<m\>\"", "<>", + RowBox[{"ToString", "[", "m", "]"}], "<>", "\"\<.dat\>\""}]}], + ";"}], ",", "\n", " ", + RowBox[{"file", "=", + RowBox[{"modesfile", "<>", "\"\<l\>\"", "<>", + RowBox[{"ToString", "[", "l", "]"}], "<>", "\"\</n7l\>\"", "<>", + RowBox[{"ToString", "[", "l", "]"}], "<>", "\"\<m\>\"", "<>", + RowBox[{"ToString", "[", "m", "]"}], "<>", "\"\<.dat\>\""}]}]}], + "]"}], ";", "\n", " ", + RowBox[{"If", "[", + RowBox[{ + RowBox[{"Not", "@", + RowBox[{"FileExistsQ", "[", "file", "]"}]}], ",", + RowBox[{ + RowBox[{"Print", "[", "\"\<File not found\>\"", "]"}], ";", + RowBox[{"Return", "[", "]"}], ";"}]}], "]"}], ";", "\n", " ", + RowBox[{"data", "=", + RowBox[{"Import", "[", "file", "]"}]}], ";"}], ",", "\n", " ", + "\n", " ", + RowBox[{ + RowBox[{"data", "=", "modesdata"}], ";"}]}], "\n", " ", "]"}], + ";", "\n", "\n", + RowBox[{"\[Chi]\[Omega]\[Tau]", "=", + RowBox[{"TakeColumn", "[", + RowBox[{"data", ",", + RowBox[{"{", + RowBox[{"1", ",", "2", ",", "3"}], "}"}]}], "]"}]}], ";", "\n", "\n", + RowBox[{"fmass", "=", + RowBox[{"1", "-", + RowBox[{"EradUIB2017", "[", + RowBox[{"\[Eta]", ",", "\[Chi]1", ",", "\[Chi]2"}], "]"}]}]}], ";", + "\n", + RowBox[{"f\[Chi]", "=", + RowBox[{"FinalSpinUIB2017", "[", + RowBox[{"\[Eta]", ",", "\[Chi]1", ",", "\[Chi]2"}], "]"}]}], ";", "\n", + "\n", + RowBox[{"ulim", "=", + RowBox[{"Flatten", "[", + RowBox[{"Select", "[", + RowBox[{"\[Chi]\[Omega]\[Tau]", ",", + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "\[GreaterEqual]", "f\[Chi]"}], + "&"}], ",", "1"}], "]"}], "]"}]}], ";", "\n", + RowBox[{"llim", "=", + RowBox[{"Flatten", "[", + RowBox[{ + RowBox[{"Select", "[", + RowBox[{"\[Chi]\[Omega]\[Tau]", ",", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "-", + RowBox[{"ulim", "[", + RowBox[{"[", "1", "]"}], "]"}]}], "<", "0"}], "&"}]}], "]"}], + "[", + RowBox[{"[", + RowBox[{"-", "1"}], "]"}], "]"}], "]"}]}], ";", "\n", + RowBox[{"\[Omega]", "=", + RowBox[{ + RowBox[{ + RowBox[{"Mean", "[", + RowBox[{"Join", "[", + RowBox[{ + RowBox[{"{", "ulim", "}"}], ",", + RowBox[{"{", "llim", "}"}]}], "]"}], "]"}], "[", + RowBox[{"[", "2", "]"}], "]"}], "/", "fmass"}]}], ";", "\n", + RowBox[{"\[Tau]", "=", + RowBox[{ + RowBox[{"Mean", "[", + RowBox[{"(", + RowBox[{ + RowBox[{"Abs", "[", + RowBox[{"1", "/", + RowBox[{"Join", "[", + RowBox[{ + RowBox[{"{", "ulim", "}"}], ",", + RowBox[{"{", "llim", "}"}]}], "]"}]}], "]"}], "*", "fmass"}], + ")"}], "]"}], "[", + RowBox[{"[", + RowBox[{"-", "1"}], "]"}], "]"}]}], ";", "\n", + RowBox[{"{", + RowBox[{"\[Omega]", ",", "\[Tau]"}], "}"}]}]}], "\n", "]"}]}]}], "Code",\ + + CellChangeTimes->{{3.7721985476927853`*^9, 3.772198575765624*^9}, { + 3.772198793153981*^9, 3.772198830047464*^9}, {3.7721988895906897`*^9, + 3.772199562802928*^9}, {3.772199638377646*^9, 3.772200017819154*^9}, { + 3.77771649354319*^9, 3.777716502162915*^9}, {3.777716564048128*^9, + 3.77771656695885*^9}, {3.7785552708514757`*^9, 3.778555308462579*^9}, { + 3.7785553469471817`*^9, 3.778555403730047*^9}, {3.7785577387693987`*^9, + 3.778557738901156*^9}, {3.799113284272087*^9, 3.799113285169816*^9}, { + 3.799115766792492*^9, 3.7991157670850153`*^9}, {3.7991164547215643`*^9, + 3.799116586199287*^9}, {3.799116618186366*^9, 3.7991166756249866`*^9}, { + 3.79911685538968*^9, 3.799116880268477*^9}, 3.799121006420978*^9, { + 3.7991210836378813`*^9, 3.799121172549109*^9}, {3.7991212170706882`*^9, + 3.799121217898446*^9}, {3.7991213008580313`*^9, 3.7991213613184977`*^9}}, + CellLabel->"In[50]:=",ExpressionUUID->"bc897087-f67b-459c-87a4-ec5ee7ca2ba2"] +}, Closed]], + +Cell[CellGroupData[{ + +Cell["Final mass final spin", "Subsection", + CellChangeTimes->{{3.717145410089053*^9, 3.71714541312827*^9}, { + 3.7172172325438833`*^9, 3.71721723694738*^9}, 3.717232740150098*^9, { + 3.719561185753558*^9, 3.71956118876759*^9}, {3.762579157516369*^9, + 3.7625791630033073`*^9}, {3.762579322938787*^9, 3.7625793374944468`*^9}, { + 3.785052757811619*^9, 3.785052758228941*^9}, {3.799119235050438*^9, + 3.799119273795376*^9}},ExpressionUUID->"4969b6f9-be82-4f3e-abc6-\ +45d648828266"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"EradUIB2017", "[", + RowBox[{"\[Eta]_", ",", "\[Chi]1_", ",", "\[Chi]2_"}], "]"}], ":=", + RowBox[{"Module", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"m1", ",", "m2", ",", "S"}], "}"}], ",", "\n", + RowBox[{ + RowBox[{"m1", "=", + RowBox[{ + RowBox[{"1", "/", "2"}], " ", + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"Sqrt", "[", + RowBox[{"1", "-", + RowBox[{"4", " ", "\[Eta]"}]}], "]"}]}], ")"}]}]}], ";", "\n", + RowBox[{"m2", "=", + RowBox[{ + RowBox[{"1", "/", "2"}], " ", + RowBox[{"(", + RowBox[{"1", "-", + RowBox[{"Sqrt", "[", + RowBox[{"1", "-", + RowBox[{"4", " ", "\[Eta]"}]}], "]"}]}], ")"}]}]}], ";", "\n", + "\n", + RowBox[{"S", "=", " ", + RowBox[{ + RowBox[{"(", + RowBox[{ + RowBox[{ + RowBox[{"m1", "^", "2"}], " ", "\[Chi]1"}], " ", "+", " ", + RowBox[{ + RowBox[{"m2", "^", "2"}], " ", "\[Chi]2"}]}], ")"}], "/", + RowBox[{"(", + RowBox[{ + RowBox[{"m1", "^", "2"}], " ", "+", " ", + RowBox[{"m2", "^", "2"}]}], ")"}]}]}], ";", "\n", "\n", + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{ + RowBox[{"(", + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{"1", "-", + RowBox[{ + RowBox[{"(", + RowBox[{"2", " ", + RowBox[{"Sqrt", "[", "2", "]"}]}], ")"}], "/", "3"}]}], + ")"}], " ", "\[Eta]"}], "+", + RowBox[{"0.5609904135313374`", " ", + RowBox[{"\[Eta]", "^", "2"}]}], "-", + RowBox[{"0.84667563764404`", " ", + RowBox[{"\[Eta]", "^", "3"}]}], "+", + RowBox[{"3.145145224278187`", " ", + RowBox[{"\[Eta]", "^", "4"}]}]}], ")"}], " ", + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{ + RowBox[{"S", "^", "3"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"-", "0.6320191645391563`"}], "+", " ", + RowBox[{"4.952698546796005`", " ", "\[Eta]"}], "-", + RowBox[{"10.023747993978121`", " ", + RowBox[{"\[Eta]", "^", "2"}]}]}], ")"}]}], "+", + RowBox[{ + RowBox[{"S", "^", "2"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"-", "0.17762802148331427`"}], "+", " ", + RowBox[{"2.176667900182948`", " ", + RowBox[{"\[Eta]", "^", "2"}]}]}], ")"}]}], "+", + RowBox[{"S", " ", + RowBox[{"(", + RowBox[{ + RowBox[{"-", "0.13084389181783257`"}], "-", " ", + RowBox[{"1.1387311580238488`", " ", "\[Eta]"}], "+", + RowBox[{"5.49074464410971`", " ", + RowBox[{"\[Eta]", "^", "2"}]}]}], ")"}]}]}], ")"}]}], ")"}], + "/", + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"S", " ", + RowBox[{"(", + RowBox[{ + RowBox[{"-", "0.9919475346968611`"}], "+", " ", + RowBox[{"0.367620218664352`", " ", "\[Eta]"}], "+", + RowBox[{"4.274567337924067`", " ", + RowBox[{"\[Eta]", "^", "2"}]}]}], ")"}]}]}], ")"}]}], "\n", "-", + + RowBox[{"0.01978238971523653`", " ", "S", " ", + RowBox[{"(", + RowBox[{"1", "-", + RowBox[{"4.91667749015812`", " ", "\[Eta]"}]}], ")"}], " ", + RowBox[{ + RowBox[{"(", + RowBox[{"1", "-", + RowBox[{"4", " ", "\[Eta]"}]}], ")"}], "^", "0.5`"}], " ", "\[Eta]", + " ", + RowBox[{"(", + RowBox[{"\[Chi]1", "-", "\[Chi]2"}], ")"}]}], "-", + RowBox[{"0.09803730445895877`", " ", + RowBox[{ + RowBox[{"(", + RowBox[{"1", "-", + RowBox[{"4", " ", "\[Eta]"}]}], ")"}], "^", "0.5`"}], " ", + RowBox[{"(", + RowBox[{"1", "-", + RowBox[{"3.2283713377939134`", " ", "\[Eta]"}]}], ")"}], " ", + RowBox[{"\[Eta]", "^", "2"}], " ", + RowBox[{"(", + RowBox[{"\[Chi]1", "-", "\[Chi]2"}], ")"}]}], "+", + RowBox[{"0.01118530335431078`", " ", + RowBox[{"\[Eta]", "^", "3"}], " ", + RowBox[{ + RowBox[{"(", + RowBox[{"\[Chi]1", "-", "\[Chi]2"}], ")"}], "^", "2"}]}]}]}]}], + "]"}]}]], "Code", + CellLabel->"In[95]:=",ExpressionUUID->"eda9a3bd-b2dd-4fe8-9fcb-bd728e8a287d"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"FinalSpinUIB2017", "[", + RowBox[{"\[Eta]_", ",", "\[Chi]1_", ",", "\[Chi]2_"}], "]"}], ":=", + RowBox[{"Module", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"m1", ",", "m2", ",", "S"}], "}"}], ",", "\n", + RowBox[{ + RowBox[{"m1", "=", + RowBox[{ + RowBox[{"1", "/", "2"}], " ", + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"Sqrt", "[", + RowBox[{"1", "-", + RowBox[{"4", " ", "\[Eta]"}]}], "]"}]}], ")"}]}]}], ";", "\n", + RowBox[{"m2", "=", + RowBox[{ + RowBox[{"1", "/", "2"}], " ", + RowBox[{"(", + RowBox[{"1", "-", + RowBox[{"Sqrt", "[", + RowBox[{"1", "-", + RowBox[{"4", " ", "\[Eta]"}]}], "]"}]}], ")"}]}]}], ";", "\n", + "\n", + RowBox[{"S", "=", " ", + RowBox[{ + RowBox[{"(", + RowBox[{ + RowBox[{ + RowBox[{"m1", "^", "2"}], " ", "\[Chi]1"}], " ", "+", " ", + RowBox[{ + RowBox[{"m2", "^", "2"}], " ", "\[Chi]2"}]}], ")"}], "/", + RowBox[{"(", + RowBox[{ + RowBox[{"m1", "^", "2"}], " ", "+", " ", + RowBox[{"m2", "^", "2"}]}], ")"}]}]}], ";", "\n", "\n", + RowBox[{ + RowBox[{"(", + RowBox[{ + RowBox[{ + RowBox[{"m1", "^", "2"}], " ", "\[Chi]1"}], " ", "+", " ", + RowBox[{ + RowBox[{"m2", "^", "2"}], " ", "\[Chi]2"}]}], ")"}], " ", "+", + RowBox[{ + RowBox[{"(", + RowBox[{ + RowBox[{"2", " ", + RowBox[{"Sqrt", "[", "3", "]"}], " ", "\[Eta]"}], "+", + RowBox[{"20.0830030082033`", " ", + RowBox[{"\[Eta]", "^", "2"}]}], "-", + RowBox[{"12.333573402277912`", " ", + RowBox[{"\[Eta]", "^", "3"}]}]}], ")"}], "/", + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"7.2388440419467335`", " ", "\[Eta]"}]}], ")"}]}], "+", "\n", + " ", + RowBox[{"0.3223660562764661`", " ", + RowBox[{ + RowBox[{"(", + RowBox[{"1", "-", + RowBox[{"4", " ", "\[Eta]"}]}], ")"}], "^", "0.5`"}], " ", + RowBox[{"\[Eta]", "^", "2"}], " ", + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"9.332575956437443`", " ", "\[Eta]"}]}], ")"}], " ", + RowBox[{"(", + RowBox[{"\[Chi]1", "-", "\[Chi]2"}], ")"}]}], "-", + RowBox[{"0.059808322561702126`", " ", + RowBox[{"\[Eta]", "^", "3"}], " ", + RowBox[{ + RowBox[{"(", + RowBox[{"\[Chi]1", "-", "\[Chi]2"}], ")"}], "^", "2"}]}], "+", "\n", + + RowBox[{ + RowBox[{"(", + RowBox[{"2.3170397514509933`", " ", + RowBox[{ + RowBox[{"(", + RowBox[{"1", "-", + RowBox[{"4", " ", "\[Eta]"}]}], ")"}], "^", "0.5`"}], " ", + RowBox[{"(", + RowBox[{"1", "-", + RowBox[{"3.2624649875884852`", " ", "\[Eta]"}]}], ")"}], " ", + RowBox[{"\[Eta]", "^", "3"}], " ", + RowBox[{"(", + RowBox[{"\[Chi]1", "-", "\[Chi]2"}], ")"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{ + RowBox[{"1", "/", "4"}], " ", + RowBox[{ + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"Sqrt", "[", + RowBox[{"1", "-", + RowBox[{"4", " ", "\[Eta]"}]}], "]"}]}], ")"}], "^", "2"}], + " ", "\[Chi]1"}], "+", + RowBox[{ + RowBox[{"1", "/", "4"}], " ", + RowBox[{ + RowBox[{"(", + RowBox[{"1", "-", + RowBox[{"Sqrt", "[", + RowBox[{"1", "-", + RowBox[{"4", " ", "\[Eta]"}]}], "]"}]}], ")"}], "^", "2"}], + " ", "\[Chi]2"}]}], ")"}]}], ")"}], "/", + RowBox[{"(", + RowBox[{ + RowBox[{ + RowBox[{"1", "/", "4"}], " ", + RowBox[{ + RowBox[{"(", + RowBox[{"1", "-", + RowBox[{"Sqrt", "[", + RowBox[{"1", "-", + RowBox[{"4", " ", "\[Eta]"}]}], "]"}]}], ")"}], "^", "2"}]}], + "+", + RowBox[{ + RowBox[{"1", "/", "4"}], " ", + RowBox[{ + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"Sqrt", "[", + RowBox[{"1", "-", + RowBox[{"4", " ", "\[Eta]"}]}], "]"}]}], ")"}], "^", "2"}]}]}], + ")"}]}], "+", "\n", + RowBox[{ + RowBox[{"(", + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{ + RowBox[{"(", + RowBox[{"0.`", " ", "-", + RowBox[{"0.8561951310209386`", " ", "\[Eta]"}], "-", + RowBox[{"0.09939065676370885`", " ", + RowBox[{"\[Eta]", "^", "2"}]}], "+", + RowBox[{"1.668810429851045`", " ", + RowBox[{"\[Eta]", "^", "3"}]}]}], ")"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{ + RowBox[{"1", "/", "4"}], " ", + RowBox[{ + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"Sqrt", "[", + RowBox[{"1", "-", + RowBox[{"4", " ", "\[Eta]"}]}], "]"}]}], ")"}], "^", + "2"}], " ", "\[Chi]1"}], "+", + RowBox[{ + RowBox[{"1", "/", "4"}], " ", + RowBox[{ + RowBox[{"(", + RowBox[{"1", "-", + RowBox[{"Sqrt", "[", + RowBox[{"1", "-", + RowBox[{"4", " ", "\[Eta]"}]}], "]"}]}], ")"}], "^", + "2"}], " ", "\[Chi]2"}]}], ")"}]}], ")"}], "/", + RowBox[{"(", + RowBox[{ + RowBox[{ + RowBox[{"1", "/", "4"}], " ", + RowBox[{ + RowBox[{"(", + RowBox[{"1", "-", + RowBox[{"Sqrt", "[", + RowBox[{"1", "-", + RowBox[{"4", " ", "\[Eta]"}]}], "]"}]}], ")"}], "^", + "2"}]}], "+", + RowBox[{ + RowBox[{"1", "/", "4"}], " ", + RowBox[{ + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"Sqrt", "[", + RowBox[{"1", "-", + RowBox[{"4", " ", "\[Eta]"}]}], "]"}]}], ")"}], "^", + "2"}]}]}], ")"}]}], "+", + RowBox[{ + RowBox[{"(", + RowBox[{ + RowBox[{"(", + RowBox[{"0.`", " ", "+", + RowBox[{"0.5881660363307388`", " ", "\[Eta]"}], "-", + RowBox[{"2.149269067519131`", " ", + RowBox[{"\[Eta]", "^", "2"}]}], "+", + RowBox[{"3.4768263932898678`", " ", + RowBox[{"\[Eta]", "^", "3"}]}]}], ")"}], " ", + RowBox[{ + RowBox[{"(", + RowBox[{ + RowBox[{ + RowBox[{"1", "/", "4"}], " ", + RowBox[{ + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"Sqrt", "[", + RowBox[{"1", "-", + RowBox[{"4", " ", "\[Eta]"}]}], "]"}]}], ")"}], "^", + "2"}], " ", "\[Chi]1"}], "+", + RowBox[{ + RowBox[{"1", "/", "4"}], " ", + RowBox[{ + RowBox[{"(", + RowBox[{"1", "-", + RowBox[{"Sqrt", "[", + RowBox[{"1", "-", + RowBox[{"4", " ", "\[Eta]"}]}], "]"}]}], ")"}], "^", + "2"}], " ", "\[Chi]2"}]}], ")"}], "^", "2"}]}], ")"}], "/", + RowBox[{ + RowBox[{"(", + RowBox[{ + RowBox[{ + RowBox[{"1", "/", "4"}], " ", + RowBox[{ + RowBox[{"(", + RowBox[{"1", "-", + RowBox[{"Sqrt", "[", + RowBox[{"1", "-", + RowBox[{"4", " ", "\[Eta]"}]}], "]"}]}], ")"}], "^", + "2"}]}], "+", + RowBox[{ + RowBox[{"1", "/", "4"}], " ", + RowBox[{ + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"Sqrt", "[", + RowBox[{"1", "-", + RowBox[{"4", " ", "\[Eta]"}]}], "]"}]}], ")"}], "^", + "2"}]}]}], ")"}], "^", "2"}]}], "+", + RowBox[{ + RowBox[{"(", + RowBox[{ + RowBox[{"(", + RowBox[{"0.`", " ", "+", + RowBox[{"0.142443244743048`", " ", "\[Eta]"}], "-", + RowBox[{"0.9598353840147513`", " ", + RowBox[{"\[Eta]", "^", "2"}]}], "+", + RowBox[{"1.9595643107593743`", " ", + RowBox[{"\[Eta]", "^", "3"}]}]}], ")"}], " ", + RowBox[{ + RowBox[{"(", + RowBox[{ + RowBox[{ + RowBox[{"1", "/", "4"}], " ", + RowBox[{ + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"Sqrt", "[", + RowBox[{"1", "-", + RowBox[{"4", " ", "\[Eta]"}]}], "]"}]}], ")"}], "^", + "2"}], " ", "\[Chi]1"}], "+", + RowBox[{ + RowBox[{"1", "/", "4"}], " ", + RowBox[{ + RowBox[{"(", + RowBox[{"1", "-", + RowBox[{"Sqrt", "[", + RowBox[{"1", "-", + RowBox[{"4", " ", "\[Eta]"}]}], "]"}]}], ")"}], "^", + "2"}], " ", "\[Chi]2"}]}], ")"}], "^", "3"}]}], ")"}], "/", + RowBox[{ + RowBox[{"(", + RowBox[{ + RowBox[{ + RowBox[{"1", "/", "4"}], " ", + RowBox[{ + RowBox[{"(", + RowBox[{"1", "-", + RowBox[{"Sqrt", "[", + RowBox[{"1", "-", + RowBox[{"4", " ", "\[Eta]"}]}], "]"}]}], ")"}], "^", + "2"}]}], "+", + RowBox[{ + RowBox[{"1", "/", "4"}], " ", + RowBox[{ + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"Sqrt", "[", + RowBox[{"1", "-", + RowBox[{"4", " ", "\[Eta]"}]}], "]"}]}], ")"}], "^", + "2"}]}]}], ")"}], "^", "3"}]}]}], ")"}], "/", + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{ + RowBox[{"(", + RowBox[{ + RowBox[{"(", + RowBox[{ + RowBox[{"-", "0.9142232693081653`"}], "+", " ", + RowBox[{"2.3191363426522633`", " ", "\[Eta]"}], "-", + RowBox[{"9.710576749140989`", " ", + RowBox[{"\[Eta]", "^", "3"}]}]}], ")"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{ + RowBox[{"1", "/", "4"}], " ", + RowBox[{ + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"Sqrt", "[", + RowBox[{"1", "-", + RowBox[{"4", " ", "\[Eta]"}]}], "]"}]}], ")"}], "^", + "2"}], " ", "\[Chi]1"}], "+", + RowBox[{ + RowBox[{"1", "/", "4"}], " ", + RowBox[{ + RowBox[{"(", + RowBox[{"1", "-", + RowBox[{"Sqrt", "[", + RowBox[{"1", "-", + RowBox[{"4", " ", "\[Eta]"}]}], "]"}]}], ")"}], "^", + "2"}], " ", "\[Chi]2"}]}], ")"}]}], ")"}], "/", + RowBox[{"(", + RowBox[{ + RowBox[{ + RowBox[{"1", "/", "4"}], " ", + RowBox[{ + RowBox[{"(", + RowBox[{"1", "-", + RowBox[{"Sqrt", "[", + RowBox[{"1", "-", + RowBox[{"4", " ", "\[Eta]"}]}], "]"}]}], ")"}], "^", + "2"}]}], "+", + RowBox[{ + RowBox[{"1", "/", "4"}], " ", + RowBox[{ + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"Sqrt", "[", + RowBox[{"1", "-", + RowBox[{"4", " ", "\[Eta]"}]}], "]"}]}], ")"}], "^", + "2"}]}]}], ")"}]}]}], ")"}]}]}]}]}], "]"}]}]], "Code", + CellLabel->"In[96]:=",ExpressionUUID->"7c11673b-6e54-49ee-822b-64e19a8a50a6"] +}, Closed]], + +Cell[CellGroupData[{ + +Cell["Spherical harmonics Yslm", "Subsection", + CellChangeTimes->{{3.720858744971012*^9, 3.720858745401064*^9}, { + 3.7625786687006273`*^9, + 3.762578677729886*^9}},ExpressionUUID->"150df7a9-0598-4dbe-b33a-\ +3a640381122d"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{"Eth", "[", + RowBox[{"n_", ",", "f_"}], "]"}], " ", ":=", " ", + RowBox[{ + RowBox[{"-", " ", + RowBox[{ + RowBox[{"Sin", "[", "t", "]"}], "^", "n"}]}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"D", "[", + RowBox[{ + RowBox[{"f", "/", + RowBox[{ + RowBox[{"Sin", "[", "t", "]"}], "^", "n"}]}], ",", "t"}], "]"}], "+", + RowBox[{"I", " ", + RowBox[{ + RowBox[{"D", "[", + RowBox[{ + RowBox[{"f", "/", + RowBox[{ + RowBox[{"Sin", "[", "t", "]"}], "^", "n"}]}], ",", "p"}], "]"}], + "/", + RowBox[{"Sin", "[", "t", "]"}]}]}]}], ")"}]}]}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"Yp1", "[", + RowBox[{"l_", ",", "m_"}], "]"}], ":=", " ", + RowBox[{"FullSimplify", "[", + RowBox[{ + RowBox[{"Sqrt", "[", " ", + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{"l", "-", "1"}], ")"}], "!"}], "/", + RowBox[{ + RowBox[{"(", + RowBox[{"l", "+", "1"}], ")"}], "!"}]}], "]"}], + RowBox[{"Eth", "[", + RowBox[{"0", ",", + RowBox[{"SphericalHarmonicY", "[", + RowBox[{"l", ",", "m", ",", "t", ",", "p"}], "]"}]}], "]"}]}], + "]"}]}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{ + RowBox[{"Yp2", "[", + RowBox[{"l_", ",", "m_"}], "]"}], ":=", " ", + RowBox[{"FullSimplify", "[", + RowBox[{ + RowBox[{"Sqrt", "[", " ", + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{"l", "-", "2"}], ")"}], "!"}], "/", + RowBox[{ + RowBox[{"(", + RowBox[{"l", "+", "2"}], ")"}], "!"}]}], "]"}], + RowBox[{"Eth", "[", + RowBox[{"1", ",", + RowBox[{"Eth", "[", + RowBox[{"0", ",", + RowBox[{"SphericalHarmonicY", "[", + RowBox[{"l", ",", "m", ",", "t", ",", "p"}], "]"}]}], "]"}]}], + "]"}]}], "]"}]}], "\[IndentingNewLine]"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"Ethbar", "[", + RowBox[{"n_", ",", "f_"}], "]"}], " ", ":=", " ", + RowBox[{ + RowBox[{"-", " ", + RowBox[{ + RowBox[{"Sin", "[", "t", "]"}], "^", + RowBox[{"(", + RowBox[{"-", "n"}], ")"}]}]}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"D", "[", + RowBox[{ + RowBox[{"f", " ", + RowBox[{ + RowBox[{"Sin", "[", "t", "]"}], "^", "n"}]}], ",", "t"}], "]"}], "-", + RowBox[{"I", " ", + RowBox[{ + RowBox[{"D", "[", + RowBox[{ + RowBox[{"f", " ", + RowBox[{ + RowBox[{"Sin", "[", "t", "]"}], "^", "n"}]}], ",", "p"}], "]"}], + "/", + RowBox[{"Sin", "[", "t", "]"}]}]}]}], ")"}]}]}], "\n", + RowBox[{ + RowBox[{"Ym1", "[", + RowBox[{"l_", ",", "m_"}], "]"}], ":=", " ", + RowBox[{"FullSimplify", "[", + RowBox[{ + RowBox[{"Sqrt", "[", " ", + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{"l", "-", "1"}], ")"}], "!"}], "/", + RowBox[{ + RowBox[{"(", + RowBox[{"l", "+", "1"}], ")"}], "!"}]}], "]"}], + RowBox[{ + RowBox[{"(", + RowBox[{"-", "1"}], ")"}], "^", + RowBox[{"(", + RowBox[{"-", "1"}], ")"}]}], " ", + RowBox[{"Ethbar", "[", + RowBox[{"0", ",", + RowBox[{"SphericalHarmonicY", "[", + RowBox[{"l", ",", "m", ",", "t", ",", "p"}], "]"}]}], "]"}]}], + "]"}]}], "\n", + RowBox[{ + RowBox[{"Ym2", "[", + RowBox[{"l_", ",", "m_"}], "]"}], ":=", " ", + RowBox[{"FullSimplify", "[", + RowBox[{ + RowBox[{"Sqrt", "[", " ", + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{"l", "-", "2"}], ")"}], "!"}], "/", + RowBox[{ + RowBox[{"(", + RowBox[{"l", "+", "2"}], ")"}], "!"}]}], "]"}], + RowBox[{ + RowBox[{"(", + RowBox[{"-", "1"}], ")"}], "^", + RowBox[{"(", + RowBox[{"-", "2"}], ")"}]}], + RowBox[{"Ethbar", "[", + RowBox[{ + RowBox[{"-", "1"}], ",", + RowBox[{"Ethbar", "[", + RowBox[{"0", ",", + RowBox[{"SphericalHarmonicY", "[", + RowBox[{"l", ",", "m", ",", "t", ",", "p"}], "]"}]}], "]"}]}], + "]"}]}], "]"}]}], "\n"}], "Code", + CellLabel->"In[98]:=",ExpressionUUID->"5a45b164-5323-4cf0-886c-ea802182cb1d"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"(*", " ", + RowBox[{ + RowBox[{"same", " ", "source"}], ",", " ", + RowBox[{ + RowBox[{ + "direct", " ", "formula", " ", "using", " ", "Wigner", " ", "d"}], "-", + "functions"}]}], " ", "*)"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{ + RowBox[{"wd", "[", + RowBox[{"n_", ",", "l_", ",", "m_"}], "]"}], ":=", + RowBox[{"Sum", "[", "\[IndentingNewLine]", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{"-", "1"}], ")"}], "^", "i"}], " ", + RowBox[{ + RowBox[{"Sqrt", "[", + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{"l", "+", "m"}], ")"}], "!"}], " ", + RowBox[{ + RowBox[{"(", + RowBox[{"l", "-", "m"}], ")"}], "!"}], " ", + RowBox[{ + RowBox[{"(", + RowBox[{"l", "+", "n"}], ")"}], "!"}], " ", + RowBox[{ + RowBox[{"(", + RowBox[{"l", "-", "n"}], ")"}], "!"}]}], "]"}], " ", "/", " ", + RowBox[{"(", + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{"l", "+", "m", "-", "i"}], ")"}], "!"}], + RowBox[{ + RowBox[{"(", + RowBox[{"l", "-", "n", "-", "i"}], ")"}], "!"}], + RowBox[{"i", "!"}], + RowBox[{ + RowBox[{"(", + RowBox[{"i", "+", "n", "-", "m"}], ")"}], "!"}]}], ")"}]}], + "\[IndentingNewLine]", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{"t", "/", "2"}], "]"}], "^", + RowBox[{"(", + RowBox[{ + RowBox[{"2", "l"}], "+", "m", "-", "n", "-", + RowBox[{"2", "i"}]}], ")"}]}], + RowBox[{ + RowBox[{"Sin", "[", + RowBox[{"t", "/", "2"}], "]"}], "^", + RowBox[{"(", + RowBox[{ + RowBox[{"2", "i"}], "+", "n", "-", "m"}], ")"}]}]}], ",", + "\[IndentingNewLine]", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Max", "[", + RowBox[{"0", ",", + RowBox[{"m", "-", "n"}]}], "]"}], ",", + RowBox[{"Min", "[", + RowBox[{ + RowBox[{"l", "+", "m"}], ",", + RowBox[{"l", "-", "n"}]}], "]"}]}], "}"}]}], "\[IndentingNewLine]", + "]"}]}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"Ydirect", "[", + RowBox[{"n_", ",", "l_", ",", "m_"}], "]"}], ":=", + RowBox[{"FullSimplify", "[", + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{"-", "1"}], ")"}], "^", "n"}], " ", + RowBox[{"Sqrt", "[", + RowBox[{ + RowBox[{"(", + RowBox[{ + RowBox[{"2", "l"}], "+", "1"}], ")"}], "/", + RowBox[{"(", + RowBox[{"4", "Pi"}], ")"}]}], "]"}], " ", + RowBox[{"wd", "[", + RowBox[{ + RowBox[{"-", "n"}], ",", "l", ",", "m"}], "]"}], + RowBox[{"E", "^", + RowBox[{"(", + RowBox[{"I", " ", "m", " ", "p"}], ")"}]}]}], "]"}]}]}]}]], "Code", + CellChangeTimes->{{3.7208588118960876`*^9, 3.720858820698229*^9}, { + 3.720858876003764*^9, 3.720858879267067*^9}}, + CellLabel-> + "In[104]:=",ExpressionUUID->"8b8ec213-3236-4399-a9d4-0d7dbfdcc7e4"] +}, Closed]], + +Cell[CellGroupData[{ + +Cell["Overtone Fit Functions", "Subsection", + CellChangeTimes->{{3.719736912552854*^9, 3.719736913643588*^9}, { + 3.720334511498179*^9, 3.720334540714099*^9}, {3.7625796137552156`*^9, + 3.762579627380604*^9}},ExpressionUUID->"ef40d02e-f487-40e1-b6da-\ +592e7b6c3f02"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{ + RowBox[{"Options", "[", "DetectConvergence", "]"}], "=", + RowBox[{"{", + RowBox[{"\"\<Test\>\"", "\[Rule]", "FindMaximum"}], "}"}]}], + ";"}], "\n", + RowBox[{ + RowBox[{"DetectConvergence", "[", + RowBox[{"res_", ",", "\[Tau]_", ",", + RowBox[{"OptionsPattern", "[", "]"}]}], "]"}], ":=", + RowBox[{"Module", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + "intres", ",", "mins", ",", "tmax", ",", "t", ",", "fits", ",", "a", ",", + "tol", ",", "tt", ",", "yy", ",", "test"}], "}"}], ",", + "\[IndentingNewLine]", "\n", + RowBox[{ + RowBox[{"test", "=", + RowBox[{"OptionValue", "[", "\"\<Test\>\"", "]"}]}], ";", "\n", "\n", + RowBox[{"tmax", "=", " ", + RowBox[{"4", " ", "*", " ", "\[Tau]"}]}], ";", "\[IndentingNewLine]", + RowBox[{"intres", "=", + RowBox[{"Interpolation", "@", "res"}]}], ";", "\n", + RowBox[{"mins", "=", + RowBox[{"Quiet", "[", + RowBox[{ + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"test", "[", + RowBox[{ + RowBox[{"intres", "@", "t"}], ",", + RowBox[{"{", + RowBox[{"t", ",", "i"}], "}"}]}], "]"}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{ + RowBox[{"res", "[", + RowBox[{"[", + RowBox[{"1", ",", "1"}], "]"}], "]"}], "+", "5"}], ",", + RowBox[{ + RowBox[{"res", "[", + RowBox[{"[", + RowBox[{"1", ",", "1"}], "]"}], "]"}], "+", "5", " ", "+", + "tmax"}], ",", "10"}], "}"}]}], "]"}], "/.", + RowBox[{ + RowBox[{"{", + RowBox[{"yy_", ",", "tt_"}], "}"}], "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"t", "/.", "tt"}], ",", "yy"}], "}"}]}]}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"mins", "=", + RowBox[{"Select", "[", + RowBox[{"mins", ",", + RowBox[{ + RowBox[{ + RowBox[{"res", "[", + RowBox[{"[", + RowBox[{"1", ",", "1"}], "]"}], "]"}], "<", + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "<", + RowBox[{"res", "[", + RowBox[{"[", + RowBox[{ + RowBox[{"-", "1"}], ",", "1"}], "]"}], "]"}]}], "&"}]}], "]"}]}], + ";", "\n", + RowBox[{"SortBy", "[", + RowBox[{"mins", ",", "First"}], "]"}]}]}], "\n", "]"}]}]}], "Code", + CellChangeTimes->{{3.720494067863076*^9, 3.720494208843604*^9}, { + 3.720494258516584*^9, 3.720494375002429*^9}, {3.720494525712131*^9, + 3.72049452659192*^9}, {3.720494651968155*^9, 3.720494864315839*^9}, { + 3.7204949018671427`*^9, 3.7204949244598627`*^9}, {3.7204949958859386`*^9, + 3.720495006018746*^9}, {3.720495050507967*^9, 3.720495050706203*^9}, { + 3.720495121489184*^9, 3.720495121665111*^9}, {3.720495190623155*^9, + 3.720495191655134*^9}, {3.720495248928876*^9, 3.720495305263709*^9}, { + 3.7204953535754137`*^9, 3.7204953576205893`*^9}, {3.720495494637003*^9, + 3.720495505404582*^9}, {3.720496198433455*^9, 3.720496205712208*^9}, { + 3.720496379919685*^9, 3.720496407690078*^9}, {3.76259463168292*^9, + 3.762594632250791*^9}, {3.799120477600918*^9, 3.799120501971664*^9}, + 3.800088857280878*^9},ExpressionUUID->"cb69a25b-ca49-41e1-ac39-\ +61c32a4d9fb6"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{ + RowBox[{"Options", "[", "OvertoneModel", "]"}], "=", + RowBox[{"Join", "[", + RowBox[{ + RowBox[{"Options", "[", "\[Omega]lmn", "]"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"\"\<FixExtra\>\"", "\[Rule]", "True"}], ",", + RowBox[{"\"\<Fit\[Alpha]\>\"", "\[Rule]", + RowBox[{"{", "}"}]}], ",", + RowBox[{"\"\<Fit\[Tau]\>\"", "\[Rule]", + RowBox[{"{", "}"}]}], ",", + RowBox[{"\"\<Mode\>\"", "\[Rule]", + RowBox[{"{", + RowBox[{"2", ",", "2"}], "}"}]}], ",", + RowBox[{"\"\<Vary\[Omega]\>\"", "\[Rule]", "False"}], ",", + RowBox[{"\"\<\[Omega]val\>\"", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"-", "0.05"}], ",", "0.05"}], "}"}]}]}], "}"}]}], "]"}]}], + ";"}], "\n", + RowBox[{ + RowBox[{"OvertoneModel", "[", + RowBox[{"overtones_", ",", "pars_", ",", + RowBox[{"OptionsPattern", "[", "]"}]}], "]"}], ":=", + RowBox[{"Block", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + "ansatz", ",", "fixetra", ",", "fit\[Alpha]", ",", "fit\[Tau]", ",", "l", + ",", "m", ",", "mode", ",", "modesdata", ",", "modesfile", ",", + "modto0", ",", "var", ",", "vary\[Omega]", ",", "Global`t", ",", "ti", + ",", "\[Tau]s", ",", "\[Alpha]", ",", "\[Beta]", ",", "\[Omega]s", ",", + "\[Eta]", ",", "\[Chi]1", ",", "\[Chi]2", ",", "\[Omega]val"}], "}"}], + ",", "\[IndentingNewLine]", + RowBox[{ + RowBox[{"fixetra", "=", + RowBox[{"OptionValue", "[", "\"\<FixExtra\>\"", "]"}]}], ";", "\n", + RowBox[{"fit\[Alpha]", "=", + RowBox[{"OptionValue", "[", "\"\<Fit\[Alpha]\>\"", "]"}]}], ";", "\n", + RowBox[{"fit\[Tau]", "=", + RowBox[{"OptionValue", "[", "\"\<Fit\[Tau]\>\"", "]"}]}], ";", "\n", + RowBox[{"mode", "=", + RowBox[{"OptionValue", "[", "\"\<Mode\>\"", "]"}]}], ";", "\n", + RowBox[{"vary\[Omega]", "=", + RowBox[{"OptionValue", "[", "\"\<Vary\[Omega]\>\"", "]"}]}], ";", "\n", + + RowBox[{"\[Omega]val", "=", + RowBox[{"OptionValue", "[", "\"\<\[Omega]val\>\"", "]"}]}], ";", "\n", + RowBox[{"modesdata", "=", + RowBox[{"OptionValue", "[", "\"\<ModesData\>\"", "]"}]}], ";", "\n", + RowBox[{"modesfile", "=", + RowBox[{"OptionValue", "[", "\"\<ModesFile\>\"", "]"}]}], ";", "\n", + "\n", + RowBox[{"l", "=", + RowBox[{"mode", "[", + RowBox[{"[", "1", "]"}], "]"}]}], ";", "\n", + RowBox[{"m", "=", + RowBox[{"mode", "[", + RowBox[{"[", "2", "]"}], "]"}]}], ";", "\n", + RowBox[{ + RowBox[{"{", + RowBox[{"\[Eta]", ",", "\[Chi]1", ",", "\[Chi]2"}], "}"}], "=", + RowBox[{"pars", "[", + RowBox[{"[", + RowBox[{"1", ";;", "3"}], "]"}], "]"}]}], ";", "\n", + "\[IndentingNewLine]", + RowBox[{"(*", " ", + RowBox[{ + RowBox[{ + RowBox[{"Freqs", "."}], " ", "&"}], " ", "damping", " ", "times", " ", + "from", " ", "Vitor"}], " ", "*)"}], "\[IndentingNewLine]", + RowBox[{"If", "[", + RowBox[{ + RowBox[{ + RowBox[{"Length", "@", "modesdata"}], "\[Equal]", "0"}], ",", + "\[IndentingNewLine]", "\t", + RowBox[{ + RowBox[{"\[Omega]s", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"\[Omega]lmn", "[", + RowBox[{ + "l", ",", "m", ",", "n", ",", "\[Eta]", ",", "\[Chi]1", ",", + "\[Chi]2", ",", + RowBox[{"\"\<ModesFile\>\"", "->", "modesfile"}]}], "]"}], "[", + + RowBox[{"[", "1", "]"}], "]"}], ",", + RowBox[{"{", + RowBox[{"n", ",", "0", ",", "overtones"}], "}"}]}], "]"}]}], ";", + "\n", "\t", + RowBox[{"var", "=", + RowBox[{"Range", "[", + RowBox[{"0", ",", "7"}], "]"}]}], ";", "\n", "\t", + RowBox[{"If", "[", + RowBox[{"vary\[Omega]", ",", + RowBox[{"\[Omega]s", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"If", "[", + RowBox[{ + RowBox[{"n", ">", "0"}], ",", + RowBox[{ + RowBox[{"var", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], "=", + RowBox[{"RandomReal", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"1", "+", + RowBox[{"\[Omega]val", "[", + RowBox[{"[", "1", "]"}], "]"}]}], ",", + RowBox[{"1", "+", + RowBox[{"\[Omega]val", "[", + RowBox[{"[", "2", "]"}], "]"}]}]}], "}"}], "]"}]}], ",", + RowBox[{ + RowBox[{"var", "[", + RowBox[{"[", "1", "]"}], "]"}], "=", "1"}]}], "]"}], ";", + RowBox[{ + RowBox[{"var", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], "*", + RowBox[{ + RowBox[{"\[Omega]lmn", "[", + RowBox[{ + "l", ",", "m", ",", "n", ",", "\[Eta]", ",", "\[Chi]1", ",", + "\[Chi]2", ",", + RowBox[{"\"\<ModesFile\>\"", "->", "modesfile"}]}], "]"}], + "[", + RowBox[{"[", "1", "]"}], "]"}]}]}], ",", + RowBox[{"{", + RowBox[{"n", ",", "0", ",", "overtones"}], "}"}]}], "]"}]}]}], + "]"}], ";", "\n", "\t", + RowBox[{"\[Tau]s", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"\[Omega]lmn", "[", + RowBox[{ + "l", ",", "m", ",", "n", ",", "\[Eta]", ",", "\[Chi]1", ",", + "\[Chi]2", ",", + RowBox[{"\"\<ModesFile\>\"", "->", "modesfile"}]}], "]"}], "[", + + RowBox[{"[", "2", "]"}], "]"}], ",", + RowBox[{"{", + RowBox[{"n", ",", "0", ",", "overtones"}], "}"}]}], "]"}]}], + ";"}], "\n", "\t", ",", "\n", "\t", + RowBox[{ + RowBox[{"\[Omega]s", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"\[Omega]lmn", "[", + RowBox[{ + "l", ",", "m", ",", "n", ",", "\[Eta]", ",", "\[Chi]1", ",", + "\[Chi]2", ",", + RowBox[{"\"\<ModesData\>\"", "->", + RowBox[{"modesdata", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}]}]}], "]"}], "[", + RowBox[{"[", "1", "]"}], "]"}], ",", + RowBox[{"{", + RowBox[{"n", ",", "0", ",", "overtones"}], "}"}]}], "]"}]}], ";", + "\n", "\t", + RowBox[{"var", "=", + RowBox[{"Range", "[", + RowBox[{"0", ",", "7"}], "]"}]}], ";", "\n", "\t", + RowBox[{"If", "[", + RowBox[{"vary\[Omega]", ",", + RowBox[{"\[Omega]s", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"If", "[", + RowBox[{ + RowBox[{"n", ">", "0"}], ",", + RowBox[{ + RowBox[{"var", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], "=", + RowBox[{"RandomReal", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"1", "+", + RowBox[{"\[Omega]val", "[", + RowBox[{"[", "1", "]"}], "]"}]}], ",", + RowBox[{"1", "+", + RowBox[{"\[Omega]val", "[", + RowBox[{"[", "2", "]"}], "]"}]}]}], "}"}], "]"}]}], ",", + RowBox[{ + RowBox[{"var", "[", + RowBox[{"[", "1", "]"}], "]"}], "=", "1"}]}], "]"}], ";", + RowBox[{ + RowBox[{"var", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], "*", + RowBox[{ + RowBox[{"\[Omega]lmn", "[", + RowBox[{ + "l", ",", "m", ",", "n", ",", "\[Eta]", ",", "\[Chi]1", ",", + "\[Chi]2", ",", + RowBox[{"\"\<ModesData\>\"", "->", + RowBox[{"modesdata", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}]}]}], "]"}], "[", + RowBox[{"[", "1", "]"}], "]"}]}]}], ",", + RowBox[{"{", + RowBox[{"n", ",", "0", ",", "overtones"}], "}"}]}], "]"}]}]}], + "]"}], ";", "\n", "\t", + RowBox[{"\[Tau]s", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"\[Omega]lmn", "[", + RowBox[{ + "l", ",", "m", ",", "n", ",", "\[Eta]", ",", "\[Chi]1", ",", + "\[Chi]2", ",", + RowBox[{"\"\<ModesData\>\"", "->", + RowBox[{"modesdata", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}]}]}], "]"}], "[", + RowBox[{"[", "2", "]"}], "]"}], ",", + RowBox[{"{", + RowBox[{"n", ",", "0", ",", "overtones"}], "}"}]}], "]"}]}], + ";"}]}], "\n", "\t", "]"}], ";", "\n", "\[IndentingNewLine]", "\n", + RowBox[{"ansatz", "=", + RowBox[{"Sum", "[", + RowBox[{ + RowBox[{ + RowBox[{"ToExpression", "[", + RowBox[{"\"\<x\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}], " ", + RowBox[{"Exp", "[", + RowBox[{ + RowBox[{"-", + RowBox[{"(", + RowBox[{"Global`t", "-", "ti"}], ")"}]}], "/", + RowBox[{"(", + RowBox[{ + RowBox[{"\[Tau]s", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"ToExpression", "[", + RowBox[{"\"\<\[Beta]\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}]}], ")"}]}], + ")"}]}], "]"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{ + RowBox[{"\[Omega]s", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"ToExpression", "[", + RowBox[{"\"\<\[Alpha]\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}]}], ")"}], " ", + RowBox[{"(", "Global`t", ")"}]}], "]"}], "+", + RowBox[{"I", " ", + RowBox[{"Sin", "[", " ", + RowBox[{ + RowBox[{"\[Omega]s", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"ToExpression", "[", + RowBox[{"\"\<\[Alpha]\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}]}], ")"}], " ", + + RowBox[{"(", "t", ")"}]}], "]"}]}]}], " ", ")"}]}], ",", + RowBox[{"{", + RowBox[{"n", ",", "0", ",", "overtones"}], "}"}]}], "]"}]}], ";", + "\n", + RowBox[{"modto0", "=", + RowBox[{"Complement", "[", + RowBox[{ + RowBox[{"Table", "[", + RowBox[{"i", ",", + RowBox[{"{", + RowBox[{"i", ",", "0", ",", "overtones"}], "}"}]}], "]"}], ",", + "fit\[Alpha]"}], "]"}]}], ";", "\n", + RowBox[{"modto0", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"ToExpression", "[", + RowBox[{"\"\<\[Alpha]\>\"", "<>", + RowBox[{"ToString", "[", + RowBox[{"modto0", "[", + RowBox[{"[", "i", "]"}], "]"}], "]"}]}], "]"}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Length", "@", "modto0"}]}], "}"}]}], "]"}]}], ";", "\n", + RowBox[{"ansatz", "=", + RowBox[{"ansatz", "/.", + RowBox[{"(", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"modto0", "[", + RowBox[{"[", "i", "]"}], "]"}], "->", "0"}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Length", "@", "modto0"}]}], "}"}]}], "]"}], ")"}]}]}], + ";", "\n", "\n", + RowBox[{"modto0", "=", + RowBox[{"Complement", "[", + RowBox[{ + RowBox[{"Table", "[", + RowBox[{"i", ",", + RowBox[{"{", + RowBox[{"i", ",", "0", ",", "overtones"}], "}"}]}], "]"}], ",", + "fit\[Tau]"}], "]"}]}], ";", "\n", + RowBox[{"modto0", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"ToExpression", "[", + RowBox[{"\"\<\[Beta]\>\"", "<>", + RowBox[{"ToString", "[", + RowBox[{"modto0", "[", + RowBox[{"[", "i", "]"}], "]"}], "]"}]}], "]"}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Length", "@", "modto0"}]}], "}"}]}], "]"}]}], ";", "\n", + RowBox[{"ansatz", "=", + RowBox[{"ansatz", "/.", + RowBox[{"(", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"modto0", "[", + RowBox[{"[", "i", "]"}], "]"}], "->", "0"}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Length", "@", "modto0"}]}], "}"}]}], "]"}], + ")"}]}]}]}]}], "\[IndentingNewLine]", "]"}]}], "\n"}], "Code", + CellChangeTimes->{{3.771677386705565*^9, 3.771677432575967*^9}, { + 3.771677478692521*^9, 3.7716776974786987`*^9}, {3.771677749156809*^9, + 3.771677749245604*^9}, {3.771678368242831*^9, 3.77167855802042*^9}, { + 3.7719072251494093`*^9, 3.771907227456575*^9}, {3.7719072710256453`*^9, + 3.771907398091879*^9}, {3.771907458458599*^9, 3.771907471104031*^9}, { + 3.771907535295508*^9, 3.771907567230341*^9}, {3.771907597432748*^9, + 3.771907629986505*^9}, {3.77190871277954*^9, 3.771908761390111*^9}, { + 3.771908813523059*^9, 3.7719089729431467`*^9}, {3.771909004206633*^9, + 3.77190900469588*^9}, {3.771909058496481*^9, 3.771909075189431*^9}, { + 3.771909162367087*^9, 3.7719093135594387`*^9}, {3.7719093472737703`*^9, + 3.7719094536444597`*^9}, {3.771909485309827*^9, 3.7719096216321917`*^9}, { + 3.771911525736096*^9, 3.771911555269594*^9}, {3.771911592383946*^9, + 3.771911650727923*^9}, {3.7719119344490023`*^9, 3.771911934634461*^9}, { + 3.772193444179907*^9, 3.7721934684908667`*^9}, 3.7721935063709593`*^9, { + 3.7721935368526163`*^9, 3.77219366166796*^9}, {3.77219642009752*^9, + 3.772196501577361*^9}, {3.772196556744199*^9, 3.7721965582919827`*^9}, { + 3.772196623495311*^9, 3.772196703653275*^9}, {3.772196842685261*^9, + 3.772196859406479*^9}, {3.772196988080412*^9, 3.7721970025950603`*^9}, { + 3.7722478303251*^9, 3.772247831532436*^9}, {3.77658033668747*^9, + 3.776580348028509*^9}, {3.7765809639728327`*^9, 3.77658097177113*^9}, { + 3.776581457080768*^9, 3.776581475487019*^9}, {3.776581515046463*^9, + 3.77658160150498*^9}, {3.7765817333625803`*^9, 3.7765817752553797`*^9}, { + 3.7765860616001368`*^9, 3.776586064674204*^9}, {3.776586100742178*^9, + 3.776586185337967*^9}, {3.776586259954899*^9, 3.776586260329609*^9}, { + 3.776586308985792*^9, 3.776586326416067*^9}, {3.776586370893306*^9, + 3.7765863790338497`*^9}, {3.7765864409394817`*^9, 3.776586462208321*^9}, { + 3.776586494448669*^9, 3.776586550379714*^9}, {3.776588773375059*^9, + 3.776588777468933*^9}, {3.778555556406411*^9, 3.778555568824278*^9}, { + 3.778565526517099*^9, 3.778565530554241*^9}, {3.7785655639133472`*^9, + 3.7785656183907623`*^9}, {3.778565653049898*^9, 3.7785657064928303`*^9}, { + 3.778565785975872*^9, 3.7785657961721077`*^9}, {3.778565857608344*^9, + 3.778565859731264*^9}, 3.77856591349852*^9, {3.778566191886526*^9, + 3.778566193930477*^9}, 3.778566246778599*^9, {3.778566363118126*^9, + 3.77856640048003*^9}, {3.778566501309498*^9, 3.778566501907134*^9}, { + 3.778567075366261*^9, 3.7785670782516212`*^9}, {3.788525124836349*^9, + 3.78852523359028*^9}, {3.788526641416211*^9, 3.788526680332898*^9}, { + 3.799116938155278*^9, 3.799117020249506*^9}, {3.799117305780458*^9, + 3.799117312403159*^9}, 3.799117651387577*^9, 3.7991177458618393`*^9, { + 3.799118148609033*^9, 3.7991181589312077`*^9}, {3.7991214823848133`*^9, + 3.799121543688567*^9}, {3.7991219304672318`*^9, + 3.7991219484319696`*^9}},ExpressionUUID->"2820b72e-3d09-4482-8e84-\ +0d295d489fa4"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{ + RowBox[{"Options", "[", "OvertoneModelV2", "]"}], "=", + RowBox[{"Join", "[", + RowBox[{ + RowBox[{"Options", "[", "\[Omega]lmn", "]"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"\"\<FixExtra\>\"", "\[Rule]", "True"}], ",", + RowBox[{"\"\<Fit\[Alpha]\>\"", "\[Rule]", + RowBox[{"{", "}"}]}], ",", + RowBox[{"\"\<Fit\[Tau]\>\"", "\[Rule]", + RowBox[{"{", "}"}]}], ",", + RowBox[{"\"\<Mode\>\"", "\[Rule]", + RowBox[{"{", + RowBox[{"2", ",", "2"}], "}"}]}], ",", + RowBox[{"\"\<Vary\[Omega]\>\"", "\[Rule]", "False"}], ",", + RowBox[{"\"\<Mixing\>\"", "\[Rule]", + RowBox[{"{", + RowBox[{"False", ",", + RowBox[{"{", + RowBox[{"2", ",", "2"}], "}"}]}], "}"}]}], ",", + RowBox[{"\"\<ReIm\>\"", "\[Rule]", "False"}], ",", + RowBox[{"\"\<AmpPhase\>\"", "\[Rule]", "False"}], ",", + RowBox[{"\"\<QualityFactor\>\"", "\[Rule]", "False"}], ",", + RowBox[{"\"\<ParameterValues\>\"", "\[Rule]", + RowBox[{"{", "}"}]}], ",", + RowBox[{"\"\<\[Omega]val\>\"", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"-", "0.05"}], ",", "0.05"}], "}"}]}], ",", + RowBox[{"\"\<Export_\[Omega]val\>\"", "\[Rule]", "False"}]}], "}"}]}], + "]"}]}], ";"}], "\n", + RowBox[{ + RowBox[{"OvertoneModelV2", "[", + RowBox[{"overtones_", ",", "pars_", ",", "ti_", ",", + RowBox[{"OptionsPattern", "[", "]"}]}], "]"}], ":=", + RowBox[{"Block", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + "ansatz", ",", "ampansatz", ",", "amphase", ",", "ex\[Omega]val", ",", + "fixetra", ",", "fit\[Alpha]", ",", "fit\[Tau]", ",", "im", ",", "imm", + ",", "l", ",", "m", ",", "lm", ",", "modesdata", ",", "modesfile", ",", + "mm", ",", "mixing", ",", "mode", ",", "modto0", ",", "parvals", ",", + "phaseansatz", ",", "qfact", ",", "qfactm", ",", "qualfactorQ", ",", + "re", ",", "reim", ",", "rem", ",", "Global`t", ",", "var", ",", + "vary\[Omega]", ",", "x", ",", "y", ",", "\[Tau]s", ",", "\[Tau]sm", + ",", "\[Alpha]", ",", "\[Beta]", ",", "\[Omega]m", ",", "\[Omega]s", + ",", "\[Omega]m\[Tau]sm", ",", "\[Eta]", ",", "\[Chi]1", ",", "\[Chi]2", + ",", "mixmode", ",", "\[Omega]val"}], "}"}], ",", + "\[IndentingNewLine]", + RowBox[{ + RowBox[{"fixetra", "=", + RowBox[{"OptionValue", "[", "\"\<FixExtra\>\"", "]"}]}], ";", "\n", + RowBox[{"fit\[Alpha]", "=", + RowBox[{"OptionValue", "[", "\"\<Fit\[Alpha]\>\"", "]"}]}], ";", "\n", + RowBox[{"fit\[Tau]", "=", + RowBox[{"OptionValue", "[", "\"\<Fit\[Tau]\>\"", "]"}]}], ";", "\n", + RowBox[{"mode", "=", + RowBox[{"OptionValue", "[", "\"\<Mode\>\"", "]"}]}], ";", "\n", + RowBox[{"vary\[Omega]", "=", + RowBox[{"OptionValue", "[", "\"\<Vary\[Omega]\>\"", "]"}]}], ";", "\n", + + RowBox[{"mixing", "=", + RowBox[{"OptionValue", "[", "\"\<Mixing\>\"", "]"}]}], ";", "\n", + RowBox[{"reim", "=", + RowBox[{"OptionValue", "[", "\"\<ReIm\>\"", "]"}]}], ";", "\n", + RowBox[{"amphase", "=", + RowBox[{"OptionValue", "[", "\"\<AmpPhase\>\"", "]"}]}], ";", "\n", + RowBox[{"parvals", "=", + RowBox[{"OptionValue", "[", "\"\<ParameterValues\>\"", "]"}]}], ";", + "\n", + RowBox[{"\[Omega]val", "=", + RowBox[{"OptionValue", "[", "\"\<\[Omega]val\>\"", "]"}]}], ";", "\n", + RowBox[{"ex\[Omega]val", "=", + RowBox[{"OptionValue", "[", "\"\<Export_\[Omega]val\>\"", "]"}]}], ";", + "\n", + RowBox[{"modesdata", "=", + RowBox[{"OptionValue", "[", "\"\<ModesData\>\"", "]"}]}], ";", "\n", + RowBox[{"modesfile", "=", + RowBox[{"OptionValue", "[", "\"\<ModesFile\>\"", "]"}]}], ";", "\n", + RowBox[{"qualfactorQ", "=", + RowBox[{"OptionValue", "[", "\"\<QualityFactor\>\"", "]"}]}], ";", "\n", + RowBox[{ + RowBox[{"{", + RowBox[{"lm", ",", "mm"}], "}"}], "=", + RowBox[{"mixing", "[", + RowBox[{"[", "2", "]"}], "]"}]}], ";", "\n", "\n", + RowBox[{"l", "=", + RowBox[{"mode", "[", + RowBox[{"[", "1", "]"}], "]"}]}], ";", "\n", + RowBox[{"m", "=", + RowBox[{"mode", "[", + RowBox[{"[", "2", "]"}], "]"}]}], ";", "\n", + RowBox[{ + RowBox[{"{", + RowBox[{"\[Eta]", ",", "\[Chi]1", ",", "\[Chi]2"}], "}"}], "=", + RowBox[{"pars", "[", + RowBox[{"[", + RowBox[{"1", ";;", "3"}], "]"}], "]"}]}], ";", "\n", + "\[IndentingNewLine]", + RowBox[{"(*", " ", + RowBox[{ + RowBox[{ + RowBox[{"Freqs", "."}], " ", "&"}], " ", "damping", " ", "times", " ", + "from", " ", "Vitor"}], " ", "*)"}], "\n", + RowBox[{"If", "[", + RowBox[{ + RowBox[{ + RowBox[{"Length", "@", "modesdata"}], "\[Equal]", "0"}], ",", + "\[IndentingNewLine]", "\t", + RowBox[{ + RowBox[{"\[Omega]s", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"\[Omega]lmn", "[", + RowBox[{ + "l", ",", "m", ",", "n", ",", "\[Eta]", ",", "\[Chi]1", ",", + "\[Chi]2", ",", + RowBox[{"\"\<ModesFile\>\"", "->", "modesfile"}]}], "]"}], "[", + + RowBox[{"[", "1", "]"}], "]"}], ",", + RowBox[{"{", + RowBox[{"n", ",", "0", ",", "overtones"}], "}"}]}], "]"}]}], ";", + "\n", "\t", + RowBox[{"var", "=", + RowBox[{"Range", "[", + RowBox[{"0", ",", "7"}], "]"}]}], ";", "\n", "\t", + RowBox[{"If", "[", + RowBox[{"vary\[Omega]", ",", + RowBox[{"\[Omega]s", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"If", "[", + RowBox[{ + RowBox[{"n", ">", "0"}], ",", + RowBox[{ + RowBox[{"var", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], "=", + RowBox[{"RandomReal", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"1", "+", + RowBox[{"\[Omega]val", "[", + RowBox[{"[", "1", "]"}], "]"}]}], ",", + RowBox[{"1", "+", + RowBox[{"\[Omega]val", "[", + RowBox[{"[", "2", "]"}], "]"}]}]}], "}"}], "]"}]}], ",", + RowBox[{ + RowBox[{"var", "[", + RowBox[{"[", "1", "]"}], "]"}], "=", "1"}]}], "]"}], ";", + RowBox[{ + RowBox[{"var", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], "*", + RowBox[{ + RowBox[{"\[Omega]lmn", "[", + RowBox[{ + "l", ",", "m", ",", "n", ",", "\[Eta]", ",", "\[Chi]1", ",", + "\[Chi]2", ",", + RowBox[{"\"\<ModesFile\>\"", "->", "modesfile"}]}], "]"}], + "[", + RowBox[{"[", "1", "]"}], "]"}]}]}], ",", + RowBox[{"{", + RowBox[{"n", ",", "0", ",", "overtones"}], "}"}]}], "]"}]}]}], + "]"}], ";", "\n", "\t", + RowBox[{"\[Tau]s", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"\[Omega]lmn", "[", + RowBox[{ + "l", ",", "m", ",", "n", ",", "\[Eta]", ",", "\[Chi]1", ",", + "\[Chi]2", ",", + RowBox[{"\"\<ModesFile\>\"", "->", "modesfile"}]}], "]"}], "[", + + RowBox[{"[", "2", "]"}], "]"}], ",", + RowBox[{"{", + RowBox[{"n", ",", "0", ",", "overtones"}], "}"}]}], "]"}]}], ";", + "\n", "\t", + RowBox[{"qfact", "=", + RowBox[{"\[Omega]s", "*", "\[Tau]s"}]}], ";"}], "\n", "\t", ",", + "\n", "\t", + RowBox[{ + RowBox[{"\[Omega]s", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"\[Omega]lmn", "[", + RowBox[{ + "l", ",", "m", ",", "n", ",", "\[Eta]", ",", "\[Chi]1", ",", + "\[Chi]2", ",", + RowBox[{"\"\<ModesData\>\"", "->", + RowBox[{"modesdata", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}]}]}], "]"}], "[", + RowBox[{"[", "1", "]"}], "]"}], ",", + RowBox[{"{", + RowBox[{"n", ",", "0", ",", "overtones"}], "}"}]}], "]"}]}], ";", + "\n", "\t", + RowBox[{"var", "=", + RowBox[{"Range", "[", + RowBox[{"0", ",", "7"}], "]"}]}], ";", "\n", "\t", + RowBox[{"If", "[", + RowBox[{"vary\[Omega]", ",", + RowBox[{"\[Omega]s", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"If", "[", + RowBox[{ + RowBox[{"n", ">", "0"}], ",", + RowBox[{ + RowBox[{"var", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], "=", + RowBox[{"RandomReal", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"1", "+", + RowBox[{"\[Omega]val", "[", + RowBox[{"[", "1", "]"}], "]"}]}], ",", + RowBox[{"1", "+", + RowBox[{"\[Omega]val", "[", + RowBox[{"[", "2", "]"}], "]"}]}]}], "}"}], "]"}]}], ",", + RowBox[{ + RowBox[{"var", "[", + RowBox[{"[", "1", "]"}], "]"}], "=", "1"}]}], "]"}], ";", + RowBox[{ + RowBox[{"var", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], "*", + RowBox[{ + RowBox[{"\[Omega]lmn", "[", + RowBox[{ + "l", ",", "m", ",", "n", ",", "\[Eta]", ",", "\[Chi]1", ",", + "\[Chi]2", ",", + RowBox[{"\"\<ModesData\>\"", "->", + RowBox[{"modesdata", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}]}]}], "]"}], "[", + RowBox[{"[", "1", "]"}], "]"}]}]}], ",", + RowBox[{"{", + RowBox[{"n", ",", "0", ",", "overtones"}], "}"}]}], "]"}]}]}], + "]"}], ";", "\n", "\t", + RowBox[{"\[Tau]s", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"\[Omega]lmn", "[", + RowBox[{ + "l", ",", "m", ",", "n", ",", "\[Eta]", ",", "\[Chi]1", ",", + "\[Chi]2", ",", + RowBox[{"\"\<ModesData\>\"", "->", + RowBox[{"modesdata", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}]}]}], "]"}], "[", + RowBox[{"[", "2", "]"}], "]"}], ",", + RowBox[{"{", + RowBox[{"n", ",", "0", ",", "overtones"}], "}"}]}], "]"}]}], ";", + "\n", "\t", + RowBox[{"qfact", "=", + RowBox[{"\[Omega]s", "*", "\[Tau]s"}]}], ";"}]}], "\n", "\t", "]"}], + ";", "\n", "\n", "\n", + RowBox[{"If", "[", + RowBox[{ + RowBox[{"Not", "@", "amphase"}], ",", "\n", " ", + RowBox[{ + RowBox[{"If", "[", + RowBox[{"qualfactorQ", ",", "\n", "\t", + RowBox[{ + RowBox[{"ansatz", "=", + RowBox[{"Sum", "[", + RowBox[{ + RowBox[{ + RowBox[{"If", "[", + RowBox[{ + RowBox[{"Not", "@", "reim"}], ",", + RowBox[{"x", "=", + RowBox[{"ToExpression", "[", + RowBox[{"\"\<x\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}]}], ",", + RowBox[{"x", "=", + RowBox[{ + RowBox[{"ToExpression", "[", + RowBox[{"(", + RowBox[{"\"\<x\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], ")"}], "]"}], "+", + + RowBox[{"I", " ", + RowBox[{"ToExpression", "[", + RowBox[{"(", + RowBox[{"\"\<y\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], ")"}], + "]"}]}]}]}]}], "]"}], ";", " ", + RowBox[{"x", " ", + RowBox[{"Exp", "[", + RowBox[{ + RowBox[{"-", + RowBox[{"(", + RowBox[{"Global`t", "-", "ti"}], ")"}]}], + RowBox[{"(", + RowBox[{ + RowBox[{"\[Omega]s", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], + RowBox[{ + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"ToExpression", "[", + RowBox[{"\"\<\[Alpha]\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}]}], ")"}], + "/", + RowBox[{"(", + RowBox[{ + RowBox[{"qfact", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"ToExpression", "[", + RowBox[{"\"\<\[Beta]\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}]}], ")"}]}], + ")"}]}]}], ")"}]}], "]"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{ + RowBox[{"\[Omega]s", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"ToExpression", "[", + RowBox[{"\"\<\[Alpha]\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}]}], ")"}], + " ", + RowBox[{"(", "Global`t", ")"}]}], "]"}], "+", + RowBox[{"I", " ", + RowBox[{"Sin", "[", " ", + RowBox[{ + RowBox[{"\[Omega]s", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"ToExpression", "[", + RowBox[{"\"\<\[Alpha]\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}]}], ")"}], + " ", + RowBox[{"(", "Global`t", ")"}]}], "]"}]}]}], " ", + ")"}]}]}], ",", + RowBox[{"{", + RowBox[{"n", ",", "0", ",", "overtones"}], "}"}]}], "]"}]}], + ";", "\n", "\t\t", + RowBox[{"If", "[", + RowBox[{ + RowBox[{"mixing", "[", + RowBox[{"[", "1", "]"}], "]"}], ",", "\n", "\t\t", + RowBox[{ + RowBox[{"\[Omega]m\[Tau]sm", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"\[Omega]lmn", "[", + RowBox[{ + "lm", ",", "mm", ",", "n", ",", "\[Eta]", ",", "\[Chi]1", + ",", "\[Chi]2", ",", + RowBox[{"\"\<ModesFile\>\"", "->", "modesfile"}]}], "]"}], + ",", + RowBox[{"{", + RowBox[{"n", ",", "0", ",", "overtones"}], "}"}]}], "]"}]}], + ";", "\n", "\t\t", + RowBox[{"\[Omega]m", "=", + RowBox[{"\[Omega]m\[Tau]sm", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}], ";", "\n", "\t\t", + RowBox[{"\[Tau]sm", "=", + RowBox[{"\[Omega]m\[Tau]sm", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}]}], ";", "\n", "\t\t", + RowBox[{"qfactm", "=", + RowBox[{"\[Omega]m", "*", "\[Tau]sm"}]}], ";", "\n", "\t\t", + RowBox[{"ansatz", "=", + RowBox[{"ansatz", "+", + RowBox[{"Sum", "[", + RowBox[{ + RowBox[{ + RowBox[{"If", "[", + RowBox[{ + RowBox[{"Not", "@", "reim"}], ",", + RowBox[{"x", "=", + RowBox[{"ToExpression", "[", + RowBox[{"\"\<xm\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}]}], ",", + RowBox[{"x", "=", + RowBox[{ + RowBox[{"ToExpression", "[", + RowBox[{"\"\<xm\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}], "+", + RowBox[{"I", " ", + RowBox[{"ToExpression", "[", + RowBox[{"\"\<ym\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}]}]}]}]}], + "]"}], ";", + RowBox[{"x", " ", + RowBox[{"Exp", "[", + RowBox[{ + RowBox[{"-", + RowBox[{"(", + RowBox[{"Global`t", "-", "ti"}], ")"}]}], + RowBox[{"(", + RowBox[{ + RowBox[{"\[Omega]s", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], + RowBox[{ + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"ToExpression", "[", + RowBox[{"\"\<\[Alpha]\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}]}], ")"}], + "/", + RowBox[{"(", + RowBox[{ + RowBox[{"qfactm", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"ToExpression", "[", + RowBox[{"\"\<\[Beta]\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}]}], ")"}]}], + ")"}]}]}], ")"}]}], "]"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{ + RowBox[{"\[Omega]m", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], " ", + RowBox[{"(", "Global`t", ")"}]}], "]"}], "+", + RowBox[{"I", " ", + RowBox[{"Sin", "[", " ", + RowBox[{ + RowBox[{"\[Omega]m", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], " ", + RowBox[{"(", "Global`t", ")"}]}], "]"}]}]}], " ", + ")"}]}]}], ",", + RowBox[{"{", + RowBox[{"n", ",", "0", ",", "overtones"}], "}"}]}], + "]"}]}]}]}]}], "]"}], ";"}], "\n", "\t", ",", "\n", "\t", + RowBox[{ + RowBox[{"ansatz", "=", + RowBox[{"Sum", "[", + RowBox[{ + RowBox[{ + RowBox[{"If", "[", + RowBox[{ + RowBox[{"Not", "@", "reim"}], ",", + RowBox[{"x", "=", + RowBox[{"ToExpression", "[", + RowBox[{"\"\<x\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}]}], ",", + RowBox[{"x", "=", + RowBox[{ + RowBox[{"ToExpression", "[", + RowBox[{"(", + RowBox[{"\"\<x\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], ")"}], "]"}], "+", + + RowBox[{"I", " ", + RowBox[{"ToExpression", "[", + RowBox[{"(", + RowBox[{"\"\<y\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], ")"}], + "]"}]}]}]}]}], "]"}], ";", " ", + RowBox[{"x", " ", + RowBox[{"Exp", "[", + RowBox[{ + RowBox[{"-", + RowBox[{"(", + RowBox[{"Global`t", "-", "ti"}], ")"}]}], + RowBox[{"(", + RowBox[{"1", "/", + RowBox[{"(", + RowBox[{ + RowBox[{"\[Tau]s", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"ToExpression", "[", + RowBox[{"\"\<\[Beta]\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}]}], ")"}]}], + ")"}]}], ")"}]}], "]"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{ + RowBox[{"\[Omega]s", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"ToExpression", "[", + RowBox[{"\"\<\[Alpha]\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}]}], ")"}], + " ", + RowBox[{"(", "Global`t", ")"}]}], "]"}], "+", + RowBox[{"I", " ", + RowBox[{"Sin", "[", " ", + RowBox[{ + RowBox[{"\[Omega]s", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"ToExpression", "[", + RowBox[{"\"\<\[Alpha]\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}]}], ")"}], + " ", + RowBox[{"(", "Global`t", ")"}]}], "]"}]}]}], " ", + ")"}]}]}], ",", + RowBox[{"{", + RowBox[{"n", ",", "0", ",", "overtones"}], "}"}]}], "]"}]}], + ";", "\n", "\t\t", + RowBox[{"If", "[", + RowBox[{ + RowBox[{"mixing", "[", + RowBox[{"[", "1", "]"}], "]"}], ",", "\n", "\t\t", + RowBox[{ + RowBox[{"\[Omega]m\[Tau]sm", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"\[Omega]lmn", "[", + RowBox[{ + "lm", ",", "mm", ",", "n", ",", "\[Eta]", ",", "\[Chi]1", + ",", "\[Chi]2", ",", + RowBox[{"\"\<ModesFile\>\"", "->", "modesfile"}]}], "]"}], + ",", + RowBox[{"{", + RowBox[{"n", ",", "0", ",", "overtones"}], "}"}]}], "]"}]}], + ";", "\n", "\t\t", + RowBox[{"\[Omega]m", "=", + RowBox[{"\[Omega]m\[Tau]sm", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}], ";", "\n", "\t\t", + RowBox[{"\[Tau]sm", "=", + RowBox[{"\[Omega]m\[Tau]sm", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}]}], ";", "\n", "\t\t", + RowBox[{"ansatz", "=", + RowBox[{"ansatz", "+", + RowBox[{"Sum", "[", + RowBox[{ + RowBox[{ + RowBox[{"If", "[", + RowBox[{ + RowBox[{"Not", "@", "reim"}], ",", + RowBox[{"x", "=", + RowBox[{"ToExpression", "[", + RowBox[{"\"\<xm\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}]}], ",", + RowBox[{"x", "=", + RowBox[{ + RowBox[{"ToExpression", "[", + RowBox[{"\"\<xm\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}], "+", + RowBox[{"I", " ", + RowBox[{"ToExpression", "[", + RowBox[{"\"\<ym\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}]}]}]}]}], + "]"}], ";", + RowBox[{"x", " ", + RowBox[{"Exp", "[", + RowBox[{ + RowBox[{"-", + RowBox[{"(", + RowBox[{"Global`t", "-", "ti"}], ")"}]}], "/", + RowBox[{"(", + RowBox[{"\[Tau]sm", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], ")"}]}], "]"}], + " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{ + RowBox[{"\[Omega]m", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], " ", + RowBox[{"(", "Global`t", ")"}]}], "]"}], "+", + RowBox[{"I", " ", + RowBox[{"Sin", "[", " ", + RowBox[{ + RowBox[{"\[Omega]m", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], " ", + RowBox[{"(", "Global`t", ")"}]}], "]"}]}]}], " ", + ")"}]}]}], ",", + RowBox[{"{", + RowBox[{"n", ",", "0", ",", "overtones"}], "}"}]}], + "]"}]}]}]}]}], "]"}], ";"}]}], "\t", "\n", "\t", "]"}], + ";"}], "\n", "\t", ",", "\n", "\t", + RowBox[{ + RowBox[{"If", "[", + RowBox[{"qualfactorQ", ",", "\n", "\t", + RowBox[{ + RowBox[{"re", "=", + RowBox[{"Sum", "[", + RowBox[{ + RowBox[{ + RowBox[{"ToExpression", "[", + RowBox[{"\"\<x\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}], " ", + RowBox[{"Exp", "[", + RowBox[{ + RowBox[{"-", + RowBox[{"(", + RowBox[{"Global`t", "-", "ti"}], ")"}]}], + RowBox[{"(", + RowBox[{ + RowBox[{"\[Omega]s", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], + RowBox[{ + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"ToExpression", "[", + RowBox[{"\"\<\[Alpha]\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}]}], ")"}], + "/", + RowBox[{"(", + RowBox[{ + RowBox[{"qfact", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"ToExpression", "[", + RowBox[{"\"\<\[Beta]\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}]}], ")"}]}], + ")"}]}]}], ")"}]}], "]"}], + RowBox[{"Cos", "[", + RowBox[{ + RowBox[{ + RowBox[{"\[Omega]s", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"ToExpression", "[", + RowBox[{"\"\<\[Alpha]\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}]}], ")"}], + " ", + RowBox[{"(", "Global`t", ")"}]}], "+", + RowBox[{"ToExpression", "[", + RowBox[{"\"\<\[Phi]\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}]}], "]"}]}], + ",", + RowBox[{"{", + RowBox[{"n", ",", "0", ",", "overtones"}], "}"}]}], "]"}]}], + ";", "\n", "\t", + RowBox[{"im", "=", + RowBox[{"Sum", "[", + RowBox[{ + RowBox[{ + RowBox[{"ToExpression", "[", + RowBox[{"\"\<x\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}], " ", + RowBox[{"Exp", "[", + RowBox[{ + RowBox[{"-", + RowBox[{"(", + RowBox[{"Global`t", "-", "ti"}], ")"}]}], + RowBox[{"(", + RowBox[{ + RowBox[{"\[Omega]s", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], + RowBox[{ + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"ToExpression", "[", + RowBox[{"\"\<\[Alpha]\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}]}], ")"}], + "/", + RowBox[{"(", + RowBox[{ + RowBox[{"qfact", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"ToExpression", "[", + RowBox[{"\"\<\[Beta]\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}]}], ")"}]}], + ")"}]}]}], ")"}]}], "]"}], + RowBox[{"Sin", "[", + RowBox[{ + RowBox[{ + RowBox[{"\[Omega]s", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"ToExpression", "[", + RowBox[{"\"\<\[Alpha]\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}]}], ")"}], + " ", + RowBox[{"(", "Global`t", ")"}]}], "+", + RowBox[{"ToExpression", "[", + RowBox[{"\"\<\[Phi]\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}]}], "]"}]}], + ",", + RowBox[{"{", + RowBox[{"n", ",", "0", ",", "overtones"}], "}"}]}], "]"}]}], + ";", "\n", "\n", "\t\t", + RowBox[{"If", "[", + RowBox[{ + RowBox[{"mixing", "[", + RowBox[{"[", "1", "]"}], "]"}], ",", "\n", "\t\t\t", + RowBox[{ + RowBox[{"\[Omega]m\[Tau]sm", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"\[Omega]lmn", "[", + RowBox[{ + "lm", ",", "mm", ",", "n", ",", "\[Eta]", ",", "\[Chi]1", + ",", "\[Chi]2", ",", + RowBox[{"\"\<ModesFile\>\"", "->", "modesfile"}]}], "]"}], + ",", + RowBox[{"{", + RowBox[{"n", ",", "0", ",", "overtones"}], "}"}]}], "]"}]}], + ";", "\n", "\t\t\t", + RowBox[{"\[Omega]m", "=", + RowBox[{"\[Omega]m\[Tau]sm", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}], ";", "\n", + "\t\t\t", + RowBox[{"\[Tau]sm", "=", + RowBox[{"\[Omega]m\[Tau]sm", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}]}], ";", "\n", + "\t\t\t", + RowBox[{"qfactm", "=", + RowBox[{"\[Omega]m", "*", "\[Tau]sm"}]}], ";", "\n", "\t\t\t", + + RowBox[{"rem", "=", + RowBox[{"Sum", "[", + RowBox[{ + RowBox[{ + RowBox[{"ToExpression", "[", + RowBox[{"\"\<x\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}], " ", + RowBox[{"Exp", "[", + RowBox[{ + RowBox[{"-", + RowBox[{"(", + RowBox[{"Global`t", "-", "ti"}], ")"}]}], + RowBox[{"(", + RowBox[{ + RowBox[{"\[Omega]s", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], + RowBox[{ + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"ToExpression", "[", + RowBox[{"\"\<\[Alpha]\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}]}], ")"}], + "/", + RowBox[{"(", + RowBox[{ + RowBox[{"qfactm", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"ToExpression", "[", + RowBox[{"\"\<\[Beta]\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}]}], ")"}]}], + ")"}]}]}], ")"}]}], "]"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{ + RowBox[{"\[Omega]m", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], " ", + RowBox[{"(", "Global`t", ")"}]}], "]"}], "+", + RowBox[{"I", " ", + RowBox[{"Sin", "[", " ", + RowBox[{ + RowBox[{"\[Omega]m", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], " ", + RowBox[{"(", "Global`t", ")"}]}], "]"}]}]}], " ", ")"}]}], + ",", + RowBox[{"{", + RowBox[{"n", ",", "0", ",", "overtones"}], "}"}]}], "]"}]}], + ";", "\n", "\t\t\t", + RowBox[{"imm", "=", + RowBox[{"Sum", "[", + RowBox[{ + RowBox[{ + RowBox[{"ToExpression", "[", + RowBox[{"\"\<x\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}], " ", + RowBox[{"Exp", "[", + RowBox[{ + RowBox[{"-", + RowBox[{"(", + RowBox[{"Global`t", "-", "ti"}], ")"}]}], + RowBox[{"(", + RowBox[{ + RowBox[{"\[Omega]s", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], + RowBox[{ + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"ToExpression", "[", + RowBox[{"\"\<\[Alpha]\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}]}], ")"}], + "/", + RowBox[{"(", + RowBox[{ + RowBox[{"qfactm", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"ToExpression", "[", + RowBox[{"\"\<\[Beta]\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}]}], ")"}]}], + ")"}]}]}], ")"}]}], "]"}], " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Sin", "[", + RowBox[{ + RowBox[{"\[Omega]m", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], " ", + RowBox[{"(", "Global`t", ")"}]}], "]"}], "+", + RowBox[{"I", " ", + RowBox[{"Sin", "[", " ", + RowBox[{ + RowBox[{"\[Omega]m", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], " ", + RowBox[{"(", "Global`t", ")"}]}], "]"}]}]}], " ", ")"}]}], + ",", + RowBox[{"{", + RowBox[{"n", ",", "0", ",", "overtones"}], "}"}]}], "]"}]}], + ";"}], "\n", "\t\t\t", ",", "\n", "\t\t\t", + RowBox[{ + RowBox[{"rem", "=", "0"}], ";", "\n", "\t\t\t", + RowBox[{"imm", "=", "0"}], ";"}]}], "\n", "\t\t\t", "]"}], + ";"}], "\n", "\t", ",", "\n", "\t", + RowBox[{ + RowBox[{"re", "=", + RowBox[{"Sum", "[", + RowBox[{ + RowBox[{ + RowBox[{"ToExpression", "[", + RowBox[{"\"\<x\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}], " ", + RowBox[{"Exp", "[", + RowBox[{ + RowBox[{"-", + RowBox[{"(", + RowBox[{"Global`t", "-", "ti"}], ")"}]}], "/", + RowBox[{"(", + RowBox[{ + RowBox[{"\[Tau]s", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"ToExpression", "[", + RowBox[{"\"\<\[Beta]\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}]}], ")"}]}], + ")"}]}], "]"}], + RowBox[{"Cos", "[", + RowBox[{ + RowBox[{ + RowBox[{"\[Omega]s", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"ToExpression", "[", + RowBox[{"\"\<\[Alpha]\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}]}], ")"}], + " ", + RowBox[{"(", "Global`t", ")"}]}], "+", + RowBox[{"ToExpression", "[", + RowBox[{"\"\<\[Phi]\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}]}], "]"}]}], + ",", + RowBox[{"{", + RowBox[{"n", ",", "0", ",", "overtones"}], "}"}]}], "]"}]}], + ";", "\n", "\t", + RowBox[{"im", "=", + RowBox[{"Sum", "[", + RowBox[{ + RowBox[{ + RowBox[{"ToExpression", "[", + RowBox[{"\"\<x\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}], " ", + RowBox[{"Exp", "[", + RowBox[{ + RowBox[{"-", + RowBox[{"(", + RowBox[{"Global`t", "-", "ti"}], ")"}]}], "/", + RowBox[{"(", + RowBox[{ + RowBox[{"\[Tau]s", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"ToExpression", "[", + RowBox[{"\"\<\[Beta]\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}]}], ")"}]}], + ")"}]}], "]"}], + RowBox[{"Sin", "[", + RowBox[{ + RowBox[{ + RowBox[{"\[Omega]s", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"ToExpression", "[", + RowBox[{"\"\<\[Alpha]\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}]}], ")"}], + " ", + RowBox[{"(", "Global`t", ")"}]}], "+", + RowBox[{"ToExpression", "[", + RowBox[{"\"\<\[Phi]\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}]}], "]"}]}], + ",", + RowBox[{"{", + RowBox[{"n", ",", "0", ",", "overtones"}], "}"}]}], "]"}]}], + ";", "\n", "\n", "\t\t", + RowBox[{"If", "[", + RowBox[{ + RowBox[{"mixing", "[", + RowBox[{"[", "1", "]"}], "]"}], ",", "\n", "\t\t\t", + RowBox[{ + RowBox[{"\[Omega]m\[Tau]sm", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"\[Omega]lmn", "[", + RowBox[{ + "lm", ",", "mm", ",", "n", ",", "\[Eta]", ",", "\[Chi]1", + ",", "\[Chi]2", ",", + RowBox[{"\"\<ModesFile\>\"", "->", "modesfile"}]}], "]"}], + ",", + RowBox[{"{", + RowBox[{"n", ",", "0", ",", "overtones"}], "}"}]}], "]"}]}], + ";", "\n", "\t\t\t", + RowBox[{"\[Omega]m", "=", + RowBox[{"\[Omega]m\[Tau]sm", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}]}], ";", "\n", + "\t\t\t", + RowBox[{"\[Tau]sm", "=", + RowBox[{"\[Omega]m\[Tau]sm", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}]}], ";", "\n", + "\t\t\t", + RowBox[{"rem", "=", + RowBox[{"Sum", "[", + RowBox[{ + RowBox[{ + RowBox[{"ToExpression", "[", + RowBox[{"\"\<x\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}], " ", + RowBox[{"Exp", "[", + RowBox[{ + RowBox[{"-", + RowBox[{"(", + RowBox[{"Global`t", "-", "ti"}], ")"}]}], "/", + RowBox[{"(", + RowBox[{"\[Tau]sm", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], ")"}]}], "]"}], + " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Cos", "[", + RowBox[{ + RowBox[{"\[Omega]m", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], " ", + RowBox[{"(", "Global`t", ")"}]}], "]"}], "+", + RowBox[{"I", " ", + RowBox[{"Sin", "[", " ", + RowBox[{ + RowBox[{"\[Omega]m", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], " ", + RowBox[{"(", "Global`t", ")"}]}], "]"}]}]}], " ", ")"}]}], + ",", + RowBox[{"{", + RowBox[{"n", ",", "0", ",", "overtones"}], "}"}]}], "]"}]}], + ";", "\n", "\t\t\t", + RowBox[{"imm", "=", + RowBox[{"Sum", "[", + RowBox[{ + RowBox[{ + RowBox[{"ToExpression", "[", + RowBox[{"\"\<x\>\"", "<>", + RowBox[{"ToString", "[", "n", "]"}]}], "]"}], " ", + RowBox[{"Exp", "[", + RowBox[{ + RowBox[{"-", + RowBox[{"(", + RowBox[{"Global`t", "-", "ti"}], ")"}]}], "/", + RowBox[{"(", + RowBox[{"\[Tau]sm", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], ")"}]}], "]"}], + " ", + RowBox[{"(", + RowBox[{ + RowBox[{"Sin", "[", + RowBox[{ + RowBox[{"\[Omega]m", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], " ", + RowBox[{"(", "Global`t", ")"}]}], "]"}], "+", + RowBox[{"I", " ", + RowBox[{"Sin", "[", " ", + RowBox[{ + RowBox[{"\[Omega]m", "[", + RowBox[{"[", + RowBox[{"n", "+", "1"}], "]"}], "]"}], " ", + RowBox[{"(", "Global`t", ")"}]}], "]"}]}]}], " ", ")"}]}], + ",", + RowBox[{"{", + RowBox[{"n", ",", "0", ",", "overtones"}], "}"}]}], "]"}]}], + ";"}], "\n", "\t\t\t", ",", "\n", "\t\t\t", + RowBox[{ + RowBox[{"rem", "=", "0"}], ";", "\n", "\t\t\t", + RowBox[{"imm", "=", "0"}], ";"}]}], "\n", "\t\t\t", "]"}], + ";"}]}], "\n", " ", "]"}], ";", "\n", + RowBox[{"ampansatz", "=", + RowBox[{"Sqrt", "[", + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{"re", "+", "rem"}], ")"}], "^", "2"}], "+", + RowBox[{ + RowBox[{"(", + RowBox[{"im", "+", "imm"}], ")"}], "^", "2"}]}], "]"}]}], ";", + "\n", + RowBox[{"phaseansatz", "=", + RowBox[{"ArcTan", "[", + RowBox[{"im", "/", "re"}], "]"}]}], ";", "\n", + RowBox[{"ansatz", "=", + RowBox[{"{", + RowBox[{"ampansatz", ",", "phaseansatz"}], "}"}]}], ";"}]}], "\n", + "]"}], ";", "\n", "\n", + RowBox[{"modto0", "=", + RowBox[{"Complement", "[", + RowBox[{ + RowBox[{"Table", "[", + RowBox[{"i", ",", + RowBox[{"{", + RowBox[{"i", ",", "0", ",", "overtones"}], "}"}]}], "]"}], ",", + "fit\[Alpha]"}], "]"}]}], ";", "\n", + RowBox[{"modto0", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"ToExpression", "[", + RowBox[{"\"\<\[Alpha]\>\"", "<>", + RowBox[{"ToString", "[", + RowBox[{"modto0", "[", + RowBox[{"[", "i", "]"}], "]"}], "]"}]}], "]"}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Length", "@", "modto0"}]}], "}"}]}], "]"}]}], ";", "\n", + RowBox[{"ansatz", "=", + RowBox[{"ansatz", "/.", + RowBox[{"(", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"modto0", "[", + RowBox[{"[", "i", "]"}], "]"}], "->", "0"}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Length", "@", "modto0"}]}], "}"}]}], "]"}], ")"}]}]}], + ";", "\n", "\n", + RowBox[{"modto0", "=", + RowBox[{"Complement", "[", + RowBox[{ + RowBox[{"Table", "[", + RowBox[{"i", ",", + RowBox[{"{", + RowBox[{"i", ",", "0", ",", "overtones"}], "}"}]}], "]"}], ",", + "fit\[Tau]"}], "]"}]}], ";", "\n", + RowBox[{"modto0", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"ToExpression", "[", + RowBox[{"\"\<\[Beta]\>\"", "<>", + RowBox[{"ToString", "[", + RowBox[{"modto0", "[", + RowBox[{"[", "i", "]"}], "]"}], "]"}]}], "]"}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Length", "@", "modto0"}]}], "}"}]}], "]"}]}], ";", "\n", + RowBox[{"ansatz", "=", + RowBox[{"ansatz", "/.", + RowBox[{"(", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"modto0", "[", + RowBox[{"[", "i", "]"}], "]"}], "->", "0"}], ",", + RowBox[{"{", + RowBox[{"i", ",", + RowBox[{"Length", "@", "modto0"}]}], "}"}]}], "]"}], ")"}]}]}], + ";", "\n", "\n", + RowBox[{"If", "[", + RowBox[{"ex\[Omega]val", ",", + RowBox[{"{", + RowBox[{"ansatz", ",", "var"}], "}"}], ",", "ansatz"}], "]"}]}]}], + "\[IndentingNewLine]", "]"}]}], "\n"}], "Code", + CellChangeTimes->{{3.771677386705565*^9, 3.771677432575967*^9}, { + 3.771677478692521*^9, 3.7716776974786987`*^9}, {3.771677749156809*^9, + 3.771677749245604*^9}, {3.771678368242831*^9, 3.77167855802042*^9}, { + 3.7719072251494093`*^9, 3.771907227456575*^9}, {3.7719072710256453`*^9, + 3.771907398091879*^9}, {3.771907458458599*^9, 3.771907471104031*^9}, { + 3.771907535295508*^9, 3.771907567230341*^9}, {3.771907597432748*^9, + 3.771907629986505*^9}, {3.77190871277954*^9, 3.771908761390111*^9}, { + 3.771908813523059*^9, 3.7719089729431467`*^9}, {3.771909004206633*^9, + 3.77190900469588*^9}, {3.771909058496481*^9, 3.771909075189431*^9}, { + 3.771909162367087*^9, 3.7719093135594387`*^9}, {3.7719093472737703`*^9, + 3.7719094536444597`*^9}, {3.771909485309827*^9, 3.7719096216321917`*^9}, { + 3.771911525736096*^9, 3.771911555269594*^9}, {3.771911592383946*^9, + 3.771911650727923*^9}, {3.7719119344490023`*^9, 3.771911934634461*^9}, { + 3.772193444179907*^9, 3.7721934684908667`*^9}, 3.7721935063709593`*^9, { + 3.7721935368526163`*^9, 3.77219366166796*^9}, {3.77219642009752*^9, + 3.772196501577361*^9}, {3.772196556744199*^9, 3.7721965582919827`*^9}, { + 3.772196623495311*^9, 3.772196703653275*^9}, {3.772196842685261*^9, + 3.772196859406479*^9}, {3.772196988080412*^9, 3.7721970025950603`*^9}, { + 3.7722478303251*^9, 3.772247831532436*^9}, {3.77658033668747*^9, + 3.776580348028509*^9}, {3.7765809639728327`*^9, 3.77658097177113*^9}, { + 3.776581457080768*^9, 3.776581475487019*^9}, {3.776581515046463*^9, + 3.77658160150498*^9}, {3.7765817333625803`*^9, 3.7765817752553797`*^9}, { + 3.7765860616001368`*^9, 3.776586064674204*^9}, {3.776586100742178*^9, + 3.776586185337967*^9}, {3.776586259954899*^9, 3.776586260329609*^9}, { + 3.776586308985792*^9, 3.776586326416067*^9}, {3.776586370893306*^9, + 3.7765863790338497`*^9}, {3.7765864409394817`*^9, 3.776586462208321*^9}, { + 3.776586494448669*^9, 3.776586550379714*^9}, {3.776588773375059*^9, + 3.776588777468933*^9}, {3.778555556406411*^9, 3.778555568824278*^9}, { + 3.778565526517099*^9, 3.778565530554241*^9}, {3.7785655639133472`*^9, + 3.7785656183907623`*^9}, {3.778565653049898*^9, 3.7785657064928303`*^9}, { + 3.778565785975872*^9, 3.7785657961721077`*^9}, {3.778565857608344*^9, + 3.778565859731264*^9}, 3.77856591349852*^9, {3.778566191886526*^9, + 3.778566193930477*^9}, 3.778566246778599*^9, {3.778566363118126*^9, + 3.77856640048003*^9}, {3.778566501309498*^9, 3.778566501907134*^9}, { + 3.778567075366261*^9, 3.7785670782516212`*^9}, {3.784027275521529*^9, + 3.7840273848540783`*^9}, {3.784027466674209*^9, 3.7840276726788597`*^9}, { + 3.784027744249055*^9, 3.784027770048777*^9}, {3.784027807926426*^9, + 3.7840278173359623`*^9}, {3.784027960944667*^9, 3.784028054211288*^9}, { + 3.7840280871565647`*^9, 3.7840281001470327`*^9}, {3.7840344337639017`*^9, + 3.784034529470811*^9}, {3.784034583373845*^9, 3.784034630941607*^9}, { + 3.784037500320373*^9, 3.78403752221579*^9}, {3.784037556624576*^9, + 3.784037655409525*^9}, {3.784037695864181*^9, 3.7840377491643267`*^9}, { + 3.784037826395269*^9, 3.784037838389056*^9}, {3.785135168481369*^9, + 3.785135188672686*^9}, {3.785135370031146*^9, 3.785135632797415*^9}, { + 3.785135704427512*^9, 3.785135709699354*^9}, {3.7851358102358313`*^9, + 3.785135865344125*^9}, {3.7851360843385277`*^9, 3.7851361456991663`*^9}, { + 3.785136185872944*^9, 3.785136191845982*^9}, {3.785140798343335*^9, + 3.785140803112817*^9}, {3.785140833533779*^9, 3.785140839360903*^9}, { + 3.7851408796427526`*^9, 3.7851408919338703`*^9}, {3.7851409237996197`*^9, + 3.785141030146646*^9}, {3.785141183125049*^9, 3.785141196189204*^9}, { + 3.785141236134383*^9, 3.7851412547365723`*^9}, {3.785742317087573*^9, + 3.7857423818009644`*^9}, {3.788588900081777*^9, 3.788588922583219*^9}, { + 3.788588977524485*^9, 3.78858899232054*^9}, {3.788592700140904*^9, + 3.788592829761201*^9}, {3.78859288245713*^9, 3.788592886045624*^9}, { + 3.788592986457713*^9, 3.788593032023745*^9}, {3.788593174304693*^9, + 3.788593193410795*^9}, {3.788593249525272*^9, 3.788593249845934*^9}, { + 3.799117023811561*^9, 3.7991170620045013`*^9}, {3.799117327168158*^9, + 3.799117328720833*^9}, {3.799117528607526*^9, 3.799117625219865*^9}, { + 3.799117723391061*^9, 3.799117729813736*^9}, {3.799117808069282*^9, + 3.7991178319953527`*^9}, 3.799117913918251*^9, {3.7991179442970963`*^9, + 3.799117946897843*^9}, {3.799117988695221*^9, 3.799118002060157*^9}, { + 3.799118164806386*^9, 3.799118171828588*^9}, {3.799121555953467*^9, + 3.799121605765253*^9}, {3.799121810634165*^9, 3.799121812345255*^9}, { + 3.799121879641095*^9, 3.799121918333335*^9}, {3.799122036271903*^9, + 3.799122041022492*^9}, {3.800075376244379*^9, 3.80007540453275*^9}, { + 3.800075443434237*^9, 3.800075445045846*^9}, {3.800076115854972*^9, + 3.800076140880919*^9}, {3.80008068851781*^9, 3.800080746362953*^9}, { + 3.800080780024949*^9, 3.8000808514481983`*^9}, {3.800081341480514*^9, + 3.8000814602083263`*^9}, {3.800081492076582*^9, 3.800081681089995*^9}, { + 3.800088960496607*^9, 3.80008897437778*^9}, {3.800089225155568*^9, + 3.800089231743319*^9}, {3.800089309267664*^9, 3.8000893111631317`*^9}, { + 3.8000894233429127`*^9, 3.800089424068041*^9}, {3.800089457010537*^9, + 3.8000894734082737`*^9}, {3.800089572498385*^9, + 3.8000895831367807`*^9}},ExpressionUUID->"497c5c2c-74eb-4562-8f69-\ +941dcd0056c7"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell["AIC,BIC, PValue", "Subsection", + CellChangeTimes->{{3.785048243361456*^9, + 3.7850482482750387`*^9}},ExpressionUUID->"3fb109b0-2e0f-4e1e-a4da-\ +311a2f2e096d"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{ + RowBox[{"Options", "[", "AICcRes", "]"}], "=", + RowBox[{"Options", "[", "AICcRes", "]"}]}], ";"}], "\n", + RowBox[{ + RowBox[{"AICcRes", "[", + RowBox[{"res_", ",", "coeff_"}], "]"}], ":=", + RowBox[{"Module", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + "err", ",", "n", ",", "newfit", ",", "bracketedvars", ",", "ress", ",", + "weigths"}], "}"}], ",", "\[IndentingNewLine]", + RowBox[{ + RowBox[{"err", "=", "1"}], ";", "\[IndentingNewLine]", + RowBox[{"n", "=", + RowBox[{"Length", "@", "res"}]}], ";", "\n", + RowBox[{"ress", "=", + RowBox[{"Total", "[", + RowBox[{"err", + RowBox[{ + RowBox[{"(", + RowBox[{"Abs", "[", + StyleBox["res", "Code"], + StyleBox["]", "Code"]}], ")"}], "^", "2"}]}], "]"}]}], ";", "\n", + RowBox[{ + RowBox[{"n", " ", + RowBox[{"Log", "[", + RowBox[{"ress", "/", "n"}], "]"}]}], "+", + RowBox[{"2", + RowBox[{"(", + RowBox[{"coeff", "+", "1"}], ")"}]}], "+", + FractionBox[ + RowBox[{"2", "*", "coeff", + RowBox[{"(", + RowBox[{"coeff", "+", "1"}], ")"}], " "}], + RowBox[{"n", " ", "-", " ", "coeff", " ", "-", "1"}]]}]}]}], + "\[IndentingNewLine]", "\[IndentingNewLine]", "]"}]}]}], "Code", + CellChangeTimes->{{3.684235123940609*^9, 3.684235178622861*^9}, { + 3.6842352304450693`*^9, 3.684235266801034*^9}, {3.6842357209981833`*^9, + 3.684235721420925*^9}, {3.6842358004206553`*^9, 3.684235829618177*^9}, { + 3.684235871562796*^9, 3.684235953109355*^9}, {3.6842359930084677`*^9, + 3.68423600045492*^9}, {3.684236046190096*^9, 3.684236136607703*^9}, { + 3.684236230675322*^9, 3.6842363351919537`*^9}, {3.6842363978154163`*^9, + 3.684236597490655*^9}, {3.684237002736021*^9, 3.684237003142733*^9}, { + 3.684237052308125*^9, 3.6842370616346483`*^9}, {3.684237563942689*^9, + 3.684237626100822*^9}, {3.684237832420291*^9, 3.684237874906782*^9}, { + 3.778390463654558*^9, 3.778390511054487*^9}, {3.778390544683858*^9, + 3.778390549680479*^9}, {3.77839066811514*^9, 3.778390685263955*^9}, { + 3.778391716414667*^9, 3.7783917695790033`*^9}, {3.77891899937022*^9, + 3.778919008973011*^9}, 3.778921364633644*^9, 3.778924393733334*^9, { + 3.7789244317694817`*^9, 3.778924436818432*^9}, {3.7991208774828587`*^9, + 3.799120878619252*^9}},ExpressionUUID->"7d702440-ce11-4f2f-a3fd-\ +860210f78382"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{ + RowBox[{"Options", "[", "BICRes", "]"}], "=", + RowBox[{"Options", "[", "AICcRes", "]"}]}], ";"}], "\n", + RowBox[{ + RowBox[{"BICRes", "[", + RowBox[{"res_", ",", "coeff_"}], "]"}], ":=", + RowBox[{"Module", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + "err", ",", "fact1", ",", "fact2", ",", "n", ",", "newfit", ",", + "bracketedvars", ",", "ress", ",", "weigths"}], "}"}], ",", + "\[IndentingNewLine]", + RowBox[{ + RowBox[{"err", "=", "1"}], ";", "\[IndentingNewLine]", + RowBox[{"n", "=", + RowBox[{"Length", "@", "res"}]}], ";", "\n", + RowBox[{"ress", "=", + RowBox[{"Total", "[", + RowBox[{"err", + RowBox[{ + RowBox[{"(", + RowBox[{"Abs", "[", + StyleBox["res", "Code"], + StyleBox["]", "Code"]}], ")"}], "^", "2"}]}], "]"}]}], ";", "\n", + RowBox[{"fact1", "=", + RowBox[{"n", " ", + RowBox[{"Log", "[", + RowBox[{"ress", "/", "n"}], "]"}]}]}], ";", "\n", + RowBox[{"fact2", "=", + RowBox[{ + RowBox[{"Log", "[", "n", "]"}], + RowBox[{"(", + RowBox[{"coeff", "+", "1."}], ")"}]}]}], ";", "\n", + RowBox[{"fact1", "+", "fact2"}]}]}], "\[IndentingNewLine]", + "]"}]}]}], "Code", + CellChangeTimes->{{3.684235123940609*^9, 3.684235178622861*^9}, { + 3.6842352304450693`*^9, 3.684235266801034*^9}, {3.6842357209981833`*^9, + 3.684235721420925*^9}, {3.6842358004206553`*^9, 3.684235829618177*^9}, { + 3.684235871562796*^9, 3.684235953109355*^9}, {3.6842359930084677`*^9, + 3.68423600045492*^9}, {3.684236046190096*^9, 3.684236136607703*^9}, { + 3.684236230675322*^9, 3.6842363351919537`*^9}, {3.6842363978154163`*^9, + 3.684236597490655*^9}, {3.684237002736021*^9, 3.684237003142733*^9}, { + 3.684237052308125*^9, 3.6842370616346483`*^9}, {3.684237563942689*^9, + 3.684237626100822*^9}, {3.684237832420291*^9, 3.684237874906782*^9}, { + 3.778390463654558*^9, 3.778390511054487*^9}, {3.778390544683858*^9, + 3.778390549680479*^9}, {3.77839066811514*^9, 3.778390685263955*^9}, { + 3.778391716414667*^9, 3.7783917695790033`*^9}, {3.77891899937022*^9, + 3.778919008973011*^9}, {3.7789192361692877`*^9, 3.778919242750613*^9}, { + 3.778919293657011*^9, 3.7789192947423*^9}, {3.778919868815625*^9, + 3.778919947193172*^9}, {3.778920001593031*^9, 3.7789200018414392`*^9}, { + 3.778921044343191*^9, 3.7789210576462603`*^9}, {3.778921143854371*^9, + 3.778921144927823*^9}, {3.778921344987707*^9, 3.778921347063178*^9}, { + 3.778924392256567*^9, 3.778924429472744*^9}, {3.778924579590026*^9, + 3.778924601567306*^9}, {3.778924645350624*^9, 3.7789246674167833`*^9}, + 3.799120895846953*^9, {3.8000775279579363`*^9, + 3.8000775281291723`*^9}},ExpressionUUID->"6a85250f-5ba5-40dd-bedb-\ +945dda498b2a"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{ + RowBox[{"Options", "[", "PValueTest", "]"}], "=", + RowBox[{"{", + RowBox[{"\"\<IRoot\>\"", "\[Rule]", "10"}], "}"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"PValueTest", "[", + RowBox[{"dfnum_", ",", "dfden_", ",", "signl_", ",", + RowBox[{"OptionsPattern", "[", "]"}]}], "]"}], ":=", + RowBox[{"Module", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"xmax", ",", "iroot"}], "}"}], ",", "\[IndentingNewLine]", + RowBox[{ + RowBox[{"iroot", "=", + RowBox[{"OptionValue", "[", "\"\<IRoot\>\"", "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"xmax", "/.", + RowBox[{"FindRoot", "[", + RowBox[{ + RowBox[{ + RowBox[{"NIntegrate", "[", + RowBox[{ + RowBox[{"PDF", "[", + RowBox[{ + RowBox[{"FRatioDistribution", "[", + RowBox[{"dfnum", ",", "dfden"}], "]"}], ",", "x"}], "]"}], ",", + + RowBox[{"{", + RowBox[{"x", ",", "0", ",", "xmax"}], "}"}]}], "]"}], "\[Equal]", + + RowBox[{"1", "-", "signl"}]}], ",", + RowBox[{"{", + RowBox[{"xmax", ",", "iroot"}], "}"}]}], "]"}]}]}]}], + "]"}]}]}], "Code", + CellChangeTimes->{{3.778993361891452*^9, 3.778993440441951*^9}, { + 3.778993491640397*^9, 3.778993500693678*^9}, {3.778993679624543*^9, + 3.77899367996894*^9}, {3.778993763369728*^9, 3.778993854199657*^9}, { + 3.778994067826223*^9, 3.7789941443716707`*^9}}, + CellLabel-> + "In[137]:=",ExpressionUUID->"dedb7461-041a-428c-ba62-81c1dfe604f2"] +}, Open ]] +}, Open ]], + +Cell[CellGroupData[{ + +Cell["End Package", "Section",ExpressionUUID->"f1741b14-531a-4442-958b-fde3bfdb7b10"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{"End", "[", "]"}], ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"EndPackage", "[", "]"}], ";"}]}], "Code", + InitializationCell->True, + CellLabel-> + "In[143]:=",ExpressionUUID->"c8870d35-e01d-4f7c-b081-273dc39f3a98"] +}, Open ]] +}, Open ]] +}, +AutoGeneratedPackage->Automatic, +WindowSize->{Full, Full}, +WindowMargins->{{Automatic, 218}, {-417, Automatic}}, +FrontEndVersion->"12.0 for Mac OS X x86 (64-bit) (April 8, 2019)", +StyleDefinitions->"Default.nb" +] +(* End of Notebook Content *) + +(* Internal cache information *) +(*CellTagsOutline +CellTagsIndex->{} +*) +(*CellTagsIndex +CellTagsIndex->{} +*) +(*NotebookFileOutline +Notebook[{ +Cell[CellGroupData[{ +Cell[580, 22, 235, 4, 98, "Title",ExpressionUUID->"412e446d-949d-4a39-ab8f-2e74aab963be"], +Cell[818, 28, 263, 4, 45, "Subtitle",ExpressionUUID->"03c7a68d-9296-477d-858e-f28f41a96ef7"], +Cell[1084, 34, 368, 7, 31, "Subsubtitle",ExpressionUUID->"1dd49449-a8ac-466f-9155-195dee63ff9f"], +Cell[CellGroupData[{ +Cell[1477, 45, 381, 6, 32, "Item",ExpressionUUID->"5790c103-deb7-4616-bb6c-3201fb52dcfe"], +Cell[1861, 53, 336, 5, 32, "Item",ExpressionUUID->"44de3030-71f6-405b-999e-75aa76f5f611"] +}, Open ]], +Cell[2212, 61, 178, 2, 35, "Text",ExpressionUUID->"9611da95-c63f-4174-ad5e-d05a8caf1d44"], +Cell[2393, 65, 217, 4, 35, "Text",ExpressionUUID->"d61a9f74-a8b4-4661-9a96-0aec3ba57e56"], +Cell[CellGroupData[{ +Cell[2635, 73, 158, 3, 67, "Section",ExpressionUUID->"d1f4fc7b-0fc3-4dfa-87e1-5cab3334f1ef"], +Cell[2796, 78, 793, 15, 72, "Code",ExpressionUUID->"73646baf-e1d8-48be-b891-b1d31c1d0092"] +}, Open ]], +Cell[CellGroupData[{ +Cell[3626, 98, 156, 3, 67, "Section",ExpressionUUID->"62bc7e4c-e5f8-44b8-8aaf-b650c91c7ebe"], +Cell[3785, 103, 8485, 195, 699, "Code",ExpressionUUID->"efab591e-4b89-4ab2-bcfe-eef66d3d6303"], +Cell[12273, 300, 201, 4, 52, "Code",ExpressionUUID->"ee552dc2-de40-46d1-94d7-658affe7b6fa"], +Cell[12477, 306, 200, 3, 30, "Input",ExpressionUUID->"1b9396b9-0337-48ae-9c30-a1f358aafcf2"] +}, Open ]], +Cell[CellGroupData[{ +Cell[12714, 314, 352, 6, 67, "Section",ExpressionUUID->"ce20086e-e551-498e-b1a1-dd3723b02cc4"], +Cell[CellGroupData[{ +Cell[13091, 324, 215, 4, 54, "Subsection",ExpressionUUID->"964e5ea4-c776-451f-948b-bb9802afe3ef"], +Cell[13309, 330, 2809, 79, 281, "Code",ExpressionUUID->"acd9a80b-e291-43b4-8ff4-1cf9230d8178"] +}, Closed]], +Cell[CellGroupData[{ +Cell[16155, 414, 220, 4, 38, "Subsection",ExpressionUUID->"356b8483-9e89-4e97-a126-f1f283137492"], +Cell[16378, 420, 649, 17, 72, "Code",ExpressionUUID->"1d7c374f-07e5-4e30-96cb-5384d03c28d7"], +Cell[17030, 439, 2048, 55, 357, "Code",ExpressionUUID->"44421514-cbe3-43d9-a22a-ae2f79f87679"], +Cell[19081, 496, 3015, 87, 224, "Code",ExpressionUUID->"2c5ed9b6-4222-400a-b38f-6974d610d5ff"], +Cell[22099, 585, 1318, 33, 300, "Code",ExpressionUUID->"4d6816fc-0043-4b06-b78b-bf0c073e819b"], +Cell[23420, 620, 2461, 66, 262, "Code",ExpressionUUID->"eb6e4d3b-ad4a-48e6-bb7d-c0810255f29d"], +Cell[25884, 688, 1025, 28, 167, "Code",ExpressionUUID->"f6f26bfb-56ea-4ac2-93fe-b97ba55f21e4"], +Cell[26912, 718, 1552, 47, 110, "Code",ExpressionUUID->"e92bdec3-aab4-44bb-9eb8-e8593dedbc5d", + InitializationCell->True], +Cell[28467, 767, 420, 11, 52, "Code",ExpressionUUID->"468673e1-1d1a-410f-9fbc-3a840631d046"], +Cell[28890, 780, 223, 5, 52, "Code",ExpressionUUID->"66e2ce9e-8bca-4f1a-be52-019a85583e21"], +Cell[29116, 787, 283, 7, 52, "Code",ExpressionUUID->"eb24db11-1413-4288-bb86-fd01706cab41"], +Cell[29402, 796, 3716, 97, 547, "Code",ExpressionUUID->"e0b2f90b-4851-4681-a707-93dfa51b950f"], +Cell[33121, 895, 1114, 29, 243, "Code",ExpressionUUID->"bc53afdf-e943-48c2-86c7-f6061351661a"], +Cell[34238, 926, 813, 21, 205, "Code",ExpressionUUID->"85473fd6-6758-42ab-b08c-9603b15a8b4c"], +Cell[35054, 949, 1235, 36, 129, "Code",ExpressionUUID->"e7ae596b-deb7-4f84-9610-9a11170e29df"], +Cell[36292, 987, 254, 6, 52, "Code",ExpressionUUID->"ac162a9f-c8ea-4b77-b9dd-33728f284915"], +Cell[36549, 995, 460, 12, 52, "Code",ExpressionUUID->"a7650f1d-49ea-409d-b201-4e28f33d8f17"], +Cell[37012, 1009, 982, 30, 91, "Code",ExpressionUUID->"3c2acbf4-48c7-465c-8286-93552b4d3531"], +Cell[37997, 1041, 3613, 115, 224, "Code",ExpressionUUID->"1410a7ff-128b-4a76-b41a-a0f54f55ac65"] +}, Closed]], +Cell[CellGroupData[{ +Cell[41647, 1161, 157, 3, 38, "Subsection",ExpressionUUID->"c6bb24a7-12f8-4cda-bce0-4aa336c33174"], +Cell[41807, 1166, 2421, 56, 186, "Code",ExpressionUUID->"5de50ab8-e5be-4535-9354-434de2836834"] +}, Closed]], +Cell[CellGroupData[{ +Cell[44265, 1227, 229, 4, 38, "Subsection",ExpressionUUID->"306aaf72-c2ea-46d3-b394-84934dd4014f"], +Cell[44497, 1233, 8563, 210, 775, "Code",ExpressionUUID->"c03ad841-0c13-4803-9638-d5c9b3a75ca4"], +Cell[53063, 1445, 6690, 178, 965, "Code",ExpressionUUID->"924831b0-9d8f-411c-aba6-db1145813b58"], +Cell[59756, 1625, 51635, 1269, 5639, "Code",ExpressionUUID->"53efc507-6a18-4eaf-b317-b615cf672bde"] +}, Closed]], +Cell[CellGroupData[{ +Cell[111428, 2899, 497, 7, 38, "Subsection",ExpressionUUID->"f2291a02-b823-4df6-a581-4fcde9b9eb4e"], +Cell[111928, 2908, 5965, 142, 528, "Code",ExpressionUUID->"bc897087-f67b-459c-87a4-ec5ee7ca2ba2"] +}, Closed]], +Cell[CellGroupData[{ +Cell[117930, 3055, 487, 7, 38, "Subsection",ExpressionUUID->"4969b6f9-be82-4f3e-abc6-45d648828266"], +Cell[118420, 3064, 4454, 121, 186, "Code",ExpressionUUID->"eda9a3bd-b2dd-4fe8-9fcb-bd728e8a287d"], +Cell[122877, 3187, 12341, 336, 224, "Code",ExpressionUUID->"7c11673b-6e54-49ee-822b-64e19a8a50a6"] +}, Closed]], +Cell[CellGroupData[{ +Cell[135255, 3528, 223, 4, 38, "Subsection",ExpressionUUID->"150df7a9-0598-4dbe-b33a-3a640381122d"], +Cell[135481, 3534, 4147, 137, 186, "Code",ExpressionUUID->"5a45b164-5323-4cf0-886c-ea802182cb1d"], +Cell[139631, 3673, 3151, 95, 167, "Code",ExpressionUUID->"8b8ec213-3236-4399-a9d4-0d7dbfdcc7e4"] +}, Closed]], +Cell[CellGroupData[{ +Cell[142819, 3773, 267, 4, 38, "Subsection",ExpressionUUID->"ef40d02e-f487-40e1-b6da-592e7b6c3f02"], +Cell[143089, 3779, 3357, 82, 243, "Code",ExpressionUUID->"cb69a25b-ca49-41e1-ac39-61c32a4d9fb6"], +Cell[146449, 3863, 16567, 384, 775, "Code",ExpressionUUID->"2820b72e-3d09-4482-8e84-0d295d489fa4"], +Cell[163019, 4249, 53989, 1214, 1972, "Code",ExpressionUUID->"497c5c2c-74eb-4562-8f69-941dcd0056c7"] +}, Open ]], +Cell[CellGroupData[{ +Cell[217045, 5468, 165, 3, 54, "Subsection",ExpressionUUID->"3fb109b0-2e0f-4e1e-a4da-311a2f2e096d"], +Cell[217213, 5473, 2443, 54, 218, "Code",ExpressionUUID->"7d702440-ce11-4f2f-a3fd-860210f78382"], +Cell[219659, 5529, 2812, 59, 205, "Code",ExpressionUUID->"6a85250f-5ba5-40dd-bedb-945dda498b2a"], +Cell[222474, 5590, 1570, 42, 110, "Code",ExpressionUUID->"dedb7461-041a-428c-ba62-81c1dfe604f2"] +}, Open ]] +}, Open ]], +Cell[CellGroupData[{ +Cell[224093, 5638, 85, 0, 67, "Section",ExpressionUUID->"f1741b14-531a-4442-958b-fde3bfdb7b10"], +Cell[224181, 5640, 257, 7, 72, "Code",ExpressionUUID->"c8870d35-e01d-4f7c-b081-273dc39f3a98", + InitializationCell->True] +}, Open ]] +}, Open ]] +} +] +*) + diff --git a/code/mcmc.m b/code/mcmc.m new file mode 100755 index 0000000..3e77bfa --- /dev/null +++ b/code/mcmc.m @@ -0,0 +1,475 @@ +(* ::Package:: *) + +(* Mathematica Package *) + +BeginPackage["MCMC`", {"Units`","DataFits`","BBHReduce`","NRTimeSeries`"}]; + +MCMC::usage = "MCMC[plogexpr, paramspec, numsteps] + +Perform MCMC sampling of the supplied probability distribution. + +1. plogexpr should be an expression that gives the unnormalized log +probability for a particular choice of parameter values. + +2. paramspec either gives the results of a previous MCMC run (w/ same +plogexpr--just to add on more iterations), or lists the model parameters +like so: +{{param1, ival1, spread1, domain1}, ...} +a) Each param should be symbolic. +b) ival is the initial parameter value. +c) spread is roughly how far to try to change the parameter each step in +the Markov chain. In this routine we select new parameters values based +on an exponential distribution of the form Exp[\[CapitalDelta]param/spread]. My +Numerical Recipes book advises setting these spreads so that the average +candidate acceptance is 10-40%. +d) Each domain is either Reals or a list of all possible values the +parameter can take on (needs to be a uniform grid). + +3. numsteps is the number of Markov chain steps to perform."; + +MCMCModelFit::usage = "MCMCModelFit[data, errors, model, paramspec, ivars, numsteps] + +Perform MCMC samping of the probability distribution resulting from +modeling data with model, assuming Gaussian errors. Straightforward +wrapper around MCMC and GetChisqExpr. + +1. data must be given as: +{{ivar1, dvar1}, {ivar2, dvar2}, ..., {ivarN, dvarN}} +where ivar is the independent variable, dvar is the dependent variable, +and N is the number of data points. Either the ivars or dvars can be +vector valued; if the independent variable is a vector, then we're just +dealing with a function of multiple variables, and if the dependent variable +is, then we have a vector field. + +2. errors must have the same length as data (= N), with each entry giving +the errors in the corresponding dependent variable supplied in data. If +each dvar is just a number, then so too should be each element of errors; +if instead each dvar is a vector, then each element of errors should also +be a vector of the same length. + +3. model should evaluate to either a number or a numerical vector +(depending on dvar) when all parameters and independent variables are set. + +4. paramspec either gives the results of a previous MCMC run (w/ same +plogexpr--just to add on more iterations), or lists the model parameters +like so: +{{param1, ival1, spread1, domain1}, ...} +a) Each param should be symbolic. +b) ival is the initial parameter value. +c) spread is roughly how far to try to change the parameter each step in +the Markov chain. In this routine we select new parameters values based +on an exponential distribution of the form Exp[\[CapitalDelta]param/spread]. My +Numerical Recipes book advises setting these spreads so that the average +candidate acceptance is 10-40%. +d) Each domain is either Reals or a list of all possible values the +parameter can take on (needs to be a uniform grid). + +5. ivars gives a list of symbolic independent variables, in the same +order as in data, on which model depends. If there's only one, then it +need not be a list. + +6. numsteps is the number of Markov chain steps to perform."; + +GetChisqExpr::usage = "GetChisqExpr[data_List, errors_List, model_, ivars_List] + +Compute the chi^2 statistic for the comparison between data and model. +(Not the reduced chi^2.) + +1. data must be given as: +{{ivar1, dvar1}, {ivar2, dvar2}, ..., {ivarN, dvarN}} +where ivar is the independent variable, dvar is the dependent variable, +and N is the number of data points. Either the ivars or dvars can be +vector valued; if the independent variable is a vector, then we're just +dealing with a function of multiple variables, and if the dependent variable +is, then we have a vector field. + +2. errors must have the same length as data (= N), with each entry giving +the errors in the corresponding dependent variable supplied in data. If +each dvar is just a number, then so too should be each element of errors; +if instead each dvar is a vector, then each element of errors should also +be a vector of the same length. + +3. ivars gives a list of symbolic independent variables, in the same +order as in data, on which model depends. If there's only one, then it +need not be a list."; + +MCMCResult::usage = "If your result object is named mcmcobj, try: mcmcobj[\"Properties\"]."; + +Clear["MCMC`*"]; + +Begin["`Private`"]; + +Options[MCMC] = { + "BurnFraction" -> 0.1, + "Debug" -> False, + "ProgressMonitor" -> Column[{Row[{"Step", "/", "MaxSteps", " ", TimeProgress["TimeElapsed", "DoneFraction"]}], + "CurrentParameters"}], + "ProgressInterval" -> 10, + "SaveTo" -> None, + "SaveInterval" -> 1000, + "FitResiduals"-> False +}; + +MCMC::nonnumer = "Log probability given supplied model does not evaluate to a number for initial parameters; instead evaluated to: `1`\nAbort!"; +MCMC::badinp = "Bad input: `1`."; +MCMC[plogexpr_, paramspec_, num_Integer, opts : OptionsPattern[]] /; + TestMCMCInput[paramspec, num] := + Module[{params, spreads, state, stateval, sets, Ns, discrete, + continuous, stateplog, candplog, cand, candval, hist, prevhist, prevnum, + prevtime, n, i, t1, t2, burn, alpha, transplog, status = "Initializing...", resume, + bestfitparams, z, corr, vars, plogfunc, resultlist, bestfitplot,fitresiduals}, + Monitor[ + If[Head[paramspec] === List, (*is user attempting to resume previous mcmc run?*) + resume = False; (*no*) + + params = paramspec[[All, 1]]; + stateval = paramspec[[All, 2]]; + spreads = paramspec[[All, 3]]; + sets = paramspec[[All, 4]]; + prevhist = {}; + prevnum = 0; + prevtime = 0; + , + resume = True; (*yes*) + + params = "Parameters" /. paramspec[[1]]; + stateval = Last["ParameterRun" /. paramspec[[1]]]; + spreads = "ProposalSpreads" /. paramspec[[1]]; + sets = "ParameterDomains" /. paramspec[[1]]; + + prevhist := Drop[Sp["ParameterRun", "ParametersLogPRun", "TransitionLogPRun"] /. paramspec[[1]], -1]; + prevnum = Length[prevhist]; + prevtime = "TimeSpent" /. paramspec[[1]] + ]; + + n = Length[spreads]; (* # of parameters *) + Ns = Length /@ sets; (* size of each parameter's domain; 0 for real-valued parameters *) + + status = "Evaluating chisq..."; + plogfunc = Function[Evaluate[params], Evaluate[plogexpr]]; + + discrete = Flatten[Position[sets, _List]]; (* list of parameters that are discrete valued *) + continuous = Complement[Range[n], discrete]; (* same, but instead continuous valued *) + + cand = state = stateval; (* set initial condition *) + + If[! discrete === {}, + (* ensure discrete parameters' ICs are within their domains *) + state[[discrete]] = Nearest[sets[[#]] -> Range[Length[sets[[#]]]], stateval[[#]]][[1]] & /@ discrete; + (* convert discrete parameters' proposal dist spreads to index spreads. doesn't really work for nonuniform domains... *) + spreads[[discrete]] /= (Mean[GetDifferences[sets[[#]]]] & /@ discrete); + ]; + + t1 = t2 = AbsoluteTime[]; + + status = "Initial step..."; + If[resume, + stateplog = Last["ParametersLogPRun" /. paramspec[[1]]]; + , + stateplog = plogfunc @@ stateval; + (*stateplog = Abs[plogfunc @@ stateval] (* Modified by Xisco *)*) + ]; + candplog = 0; + + If[!NumericQ[stateplog], + Message[MCMC::nonnumer, stateplog]; + Return[$Failed]; + ]; + + (* hist is complete run history. set initial point. *) + hist = Table[{0., 0., 0.}, {num}]; + + For[i = 2, i <= num, i++, + hist[[i-1]] = {stateval, stateplog, transplog(*Min[0, candplog - stateplog]*)}; + + (* save all information about run at intervals, if desired *) + If[Head[OptionValue["SaveTo"]] === String && Mod[i, OptionValue["SaveInterval"]] == 0, + Put[{ + "BestFitParameters" -> Rule @@@ Sp[params, Mean[Join[prevhist, hist][[1 ;; i - 1 + prevnum, 1]]] // N], + "ParameterErrors" -> Rule @@@ Sp[params, StandardDeviation[Join[prevhist, hist][[1 ;; i - 1 + prevnum, 1]]] // N], + "AverageAcceptance" -> N[Mean[Exp[Join[prevhist, hist][[1 ;; i - 1 + prevnum, 3]]]]], + "TimeSpent" -> (t2 - t1) Second + prevtime, + "Parameters" -> params, + "ProposalSpreads" -> spreads, + "ParameterDomains" -> sets, + "BurnFraction" -> OptionValue["BurnFraction"], + "BurnEnd" -> burn, + "ParameterRun" -> Join[prevhist, hist][[1 ;; i - 1 + prevnum, 1]], + "ParametersLogPRun" -> Join[prevhist, hist][[1 ;; i - 1 + prevnum, 2]], + "TransitionLogPRun" -> Join[prevhist, hist][[1 ;; i - 1 + prevnum, 3]], + "BurnFraction" -> OptionValue["BurnFraction"] + } + , + OptionValue["SaveTo"] + ] + ]; + + (* update status indicator *) + If[Mod[i, OptionValue["ProgressInterval"]] == 0, + status = OptionValue["ProgressMonitor"] /. \ + { + "CurrentParameters" -> Rule @@@ Sp[params, stateval], + "TimeElapsed" -> t2 - t1, + "DoneFraction" -> (i - 1)/(num), + "Step" -> i, + "MaxSteps" -> num, + "AverageAcceptance" -> If[And[! FreeQ[OptionValue["ProgressMonitor"], "AverageAcceptance"], i > 2], + Chop[N[Mean[Exp[hist[[2 ;; i-1, 3]]]]]], Null + ] + } + ]; + + alpha = RandomReal[{0, 1}, n]; (* random variables with which to generate candidate point *) + If[! continuous === {}, + cand[[continuous]] = ExpSampleList[state[[continuous]], spreads[[continuous]], alpha[[continuous]]]; + ]; + If[! discrete === {}, + cand[[discrete]] = DiscExpSampleList[state[[discrete]], Ns[[discrete]], spreads[[discrete]], alpha[[discrete]]] + ]; + + candval = cand; + If[! discrete === {}, + candval[[discrete]] = sets[[#, cand[[#]]]] & /@ discrete; + ]; + + If[OptionValue["Debug"], Print["cand ",cand," ","candval",candval]]; + + candplog = plogfunc @@ candval; + (*candplog = Abs[plogfunc @@ candval];(* Modified by Xisco *)*) + + + transplog = Min[0., candplog - stateplog + + If[! discrete === {}, (* discrete proposal dist is not symmetric (continuous is). take this into account. *) + Total[DiscExpPlog @@@ Sp[state[[discrete]], cand[[discrete]], Ns[[discrete]], spreads[[discrete]]]] - + Total[DiscExpPlog @@@ Sp[cand[[discrete]], state[[discrete]], Ns[[discrete]], spreads[[discrete]]]] + , + 0 + ] + ]; + + alpha = RandomReal[{0, 1}]; (* random variable with which to determine whether to accept candidate *) + + If[OptionValue["Debug"], Print["transplog ",transplog," vs. random plog ",Log[alpha]]]; + + If[Log[alpha] < transplog, + If[OptionValue["Debug"], Print["cand accepted; had plog ",transplog]]; + + state = cand; + stateval = candval; + stateplog = candplog + , + If[OptionValue["Debug"], Print["cand rejected; had plog ",transplog]]; + ]; + t2 = AbsoluteTime[]; + ]; + + hist[[num]] = {stateval, stateplog, Min[0, candplog - stateplog]}; + + burn = Ceiling[Min[(num + prevnum)/2, Max[1000, (num + prevnum)*OptionValue["BurnFraction"]]]]; + + bestfitparams = Rule @@@ Sp[params, Mean[Join[prevhist, hist][[burn ;; num + prevnum, 1]]] // N]; + + status = "Computing correlation matrix..."; + corr = Correlation[Join[prevhist, hist][[All, 1]]]; + + status = "Done!"; + , status]; + + resultlist = { + "BestFitParameters" -> bestfitparams, + "ParameterErrors" -> Rule @@@ Sp[params, StandardDeviation[Join[prevhist, hist][[burn ;; num + prevnum, 1]]] // N], + "AverageAcceptance" -> N[Mean[Exp[Join[prevhist, hist][[burn ;; num + prevnum, 3]]]]], + "TimeSpent" -> (t2 - t1) Second + prevtime, + "NumSteps" -> num + prevnum, + "Parameters" -> params, + "ProposalSpreads" -> spreads, + "ParameterDomains" -> sets, + "BurnFraction" -> OptionValue["BurnFraction"], + "BurnEnd" -> burn, + "CorrelationMatrix" -> MatrixForm[corr], + "ParameterRun" -> Join[prevhist, hist][[All, 1]], + "ParametersLogPRun" -> Join[prevhist, hist][[All, 2]], + "TransitionLogPRun" -> Join[prevhist, hist][[All, 3]] + }; + MCMCResult[resultlist] + ]; + +Options[MCMCModelFit] = Join[Options[MCMC], {"MakeBestFitPlot" -> False}]; +MCMCModelFit[data_List, errors_List, model_, paramspec_, vars_, num_Integer, opts : OptionsPattern[]] /; + TestMCMCMFInput[data, errors, model, vars] := + Module[{plogexpr, result, bestfitplot}, + (*1/2 comes from converting chi^2 to Gaussian*) + plogexpr = -GetChisqExpr[data, errors, model, vars] / 2; + + result = MCMC[plogexpr, paramspec, num, Sequence@@FilterRules[{opts}, Options[MCMC][[All, 1]]]]; + + If[OptionValue["MakeBestFitPlot"], + bestfitplot = If[Length[vars] == 1, + Show[ + Plot[Evaluate[model /. result["BestFitParameters"] /. vars[[1]] -> z], {z, Min[data[[All, 1]]], Max[data[[All, 1]]]}, PlotRange -> All], + If[Length[data[[1, 2]]] == 0, + ListPlot[data, Joined->False, PlotRange -> All], + ListPlot[Table[Sp[data[[All, 1]], data[[All, 2, i]]], {i, 1, Length[model]}], Joined->False, PlotRange -> All] + ], + Frame -> True, + Axes -> False + ] + , + "Number of ind. variables > 1." + ]; + AppendTo[result[[1]], "BestFitPlot" -> bestfitplot]; + ]; + result + ]; + +DiscExpNorm = Compile[{{i, _Integer}, {NN, _Integer}, {t, _Real}}, + (1 + Exp[1/t] - Exp[(i - NN)/t] - Exp[(1 - i)/t])/(Exp[1/t] - 1)]; + +DiscExpNormList = Compile[{{i, _Integer, 1}, {NN, _Integer, 1}, {t, _Real, 1}}, + (1 + Exp[1/t] - Exp[(i - NN)/t] - Exp[(1 - i)/t])/(Exp[1/t] - 1)]; + +DiscExpPlog = Compile[{{i, _Integer}, {j, _Integer}, {NN, _Integer}, {t, _Real}}, + -Abs[j - i]/t - Log[DiscExpNorm[i, NN, t]]]; + +DiscExpSample = Compile[{{i, _Integer}, {NN, _Integer}, {t, _Real}, {alpha, _Real}}, + Max[If[DiscExpNorm[i, NN, t] alpha <= Exp[1/t] (1 - Exp[-i/t])/(Exp[1/t] - 1), + Ceiling[t Log[1 + DiscExpNorm[i, NN, t] alpha (Exp[1/t] - 1) Exp[(i - 1)/t]]] + , + Ceiling[i - t Log[DiscExpNorm[i, NN, t] alpha (1 - Exp[1/t]) + Exp[1/t] + 1 - Exp[-(i - 1)/t]]] + ], 1] + ]; + +DiscExpSampleList[i_List, NN_List, t_List, alpha_List] := DiscExpSample @@@ Transpose[{i, NN, t, alpha}]; + +ExpSample = Compile[{state, spreads, alpha}, + state - Sign[1/2 - alpha] spreads * (Log[2.] + Log[Min[alpha, 1 - alpha]]) +]; + +ExpSampleList[state_List, spreads_List, alpha_List] := ExpSample @@@ Transpose[{state, spreads, alpha}]; + +Chisq[dpoints_List, modpoints_List, errors_List] /; Length[Dimensions[modpoints]] == 2 := + Total[Flatten[(modpoints - dpoints)^2 / errors^2]]; +GetChisqExpr[data_List, errors_List, model_, invars_] := + Module[{ipoints, dpoints, modpoints, modfunc, vars}, + If[Length[invars] == 0, + vars = {invars}, + vars = invars + ]; + + If[NumericQ[data[[1, 1]]], + ipoints = List /@ data[[All, 1]], + ipoints = data[[All, 1]] + ]; + + If[NumericQ[data[[1, 2]]], + dpoints = List /@ data[[All, 2]]; + modfunc = Function[Evaluate[vars], {Evaluate[model]}]; + , + dpoints = data[[All, 2]]; + modfunc = Function[Evaluate[vars], Evaluate[model]]; + ]; + + modpoints = modfunc @@@ ipoints; + + Chisq[dpoints, modpoints, errors] + ]; + +TimeLeft[timesofar_, fractiondone_] := If[fractiondone == 0., 60 * 60 * 24. - 1., timesofar * (1. / fractiondone - 1.)]; + +Clear[TimeProgress]; +TimeProgress[timesofar_?NumericQ, fractiondone_?NumericQ] := + Row[{ProgressIndicator[fractiondone], + ", Time elapsed: " <> DateString[timesofar, {"Hour24", ":", "Minute", ":", "Second"}], + ", Time left: " <> DateString[TimeLeft[timesofar, fractiondone], {"Hour24", ":", "Minute", ":", "Second"}]}]; + +Sp[x__List] /; (Equal @@ Length /@ {x}) && Length[{x}] > 1 := + Transpose[{x}]; + +(*Gets y[i+1] - y[i]*) +GetDifferences[list_List] := + Drop[(RotateLeft[list] - list), -1]; + +TestMCMCInput[paramspec_, num_Integer] := +( + If[!MatchQ[paramspec, _MCMCResult], + If[!(Length[Dimensions[paramspec]] == 2 && Dimensions[paramspec][[2]] == 4 && + MatchQ[paramspec[[All, 1]], {__Symbol}]), + Message[MCMC::badinp, "bad parameter specification"]; + Return[False] + ] + ]; + + If[num < 2, + Message[MCMC::badinp, "need at least 2 steps"]; + Return[False] + ]; + + Return[True]; +); + +TestMCMCMFInput[data_List, errors_List, model_, vars_] := +( + If[!(MatchQ[data, {{{__?NumericQ}, {__?NumericQ}}..}] || + MatchQ[data, {{_?NumericQ, {__?NumericQ}}..}] || + MatchQ[data, {{_?NumericQ, _?NumericQ}..}] || + MatchQ[data, {{{__?NumericQ}, _?NumericQ}..}]), + + Message[MCMC::badinp, "data shaped inconsistently/incorrectly"]; + Return[False]; + ]; + + If[Length[data /. _?NumericQ -> 1 // Union] > 1, + Message[MCMC::badinp, "data shaped inconsistently"]; + Return[False]; + ]; + + If[!(data[[All, 2]] /. _?NumericQ -> 1) === (errors /. _?NumericQ -> 1), + Message[MCMC::badinp, "data shaped differently than errors"]; + Return[False]; + ]; + + If[!If[# == 0, 1, #]&[Length[data[[1,1]]]] == If[# == 0, 1, #]&[Length[vars]], + Message[MCMC::badinp, "# of independent vars in data different from specified"]; + Return[False]; + ]; + + Return[True]; +); + +Clear[MCMCResult]; +Format[MCMCResult[list_List]] := "MCMCResult"["BestFitParameters" /. list, "\[LeftSkeleton]" <> ToString[Length["ParameterRun" /. list]] <> "\[RightSkeleton]"]; + +(this:MCMCResult[list_List])["ParameterRunPlots", opts___] := + Table[ + ListPlot[Transpose[("ParameterRun" /. list)][[i]], + AxesLabel -> {"Step", ToString[this["Parameters"][[i]]]}, + FrameLabel -> {"Step", ToString[this["Parameters"][[i]]]}, + opts + ] // Rasterize, + {i, Length[this["Parameters"]]}]; + +(this:MCMCResult[list_List])["ParameterHistograms", opts___] := + Table[If[this["NumSteps"] > 1*^6, + SmoothHistogram[#, + Filling -> Axis, + Axes -> {True, False}, + Ticks -> {Automatic, None}, + AxesLabel -> {ToString[this["Parameters"][[i]]], None}, + opts]& + , + Histogram[#, + Ticks -> {Automatic, None}, + Axes -> {True, False}, + AxesLabel -> {ToString[this["Parameters"][[i]]], None}, + opts]&][ + Transpose[("ParameterRun" /. list)[[this["BurnEnd"] ;; this["NumSteps"]]]][[i]] + ], {i, Length[this["Parameters"]]}]; + +(this:MCMCResult[list_List])["Properties"] := Join[list[[All, 1]], {"ParameterRunPlots", "ParameterHistograms"}]; + +(this:MCMCResult[list_List])[str_String] := str /. list; +(this:MCMCResult[list_List])[{str__String}] := Rule @@@ Sp[{str}, this /@ {str}]; + +End[]; + +EndPackage[]; diff --git a/code/mcmc_demonst.nb b/code/mcmc_demonst.nb new file mode 100755 index 0000000..25dc1cd --- /dev/null +++ b/code/mcmc_demonst.nb @@ -0,0 +1,8103 @@ +(* Content-type: application/vnd.wolfram.mathematica *) + +(*** Wolfram Notebook File ***) +(* http://www.wolfram.com/nb *) + +(* CreatedBy='Mathematica 8.0' *) + +(*CacheID: 234*) +(* Internal cache information: +NotebookFileLineBreakTest +NotebookFileLineBreakTest +NotebookDataPosition[ 157, 7] +NotebookDataLength[ 437562, 8095] +NotebookOptionsPosition[ 427399, 7907] +NotebookOutlinePosition[ 428542, 7940] +CellTagsIndexPosition[ 428360, 7933] +WindowFrame->Normal*) + +(* Beginning of Notebook Content *) +Notebook[{ + +Cell[CellGroupData[{ +Cell["Markov chain Monte Carlo demonstration/documentation", "Title", + CellChangeTimes->{{3.532828115684158*^9, 3.532828147159116*^9}, { + 3.532904699649786*^9, + 3.532904702744943*^9}},ExpressionUUID->"bfe81a9f-5a0f-4709-8601-\ +72d9aec6f09d"], + +Cell[CellGroupData[{ + +Cell["Load in package", "Section", + CellChangeTimes->{{3.532828155226822*^9, 3.532828159369359*^9}, { + 3.532828558808929*^9, 3.532828560502786*^9}, {3.632970619659305*^9, + 3.632970620578018*^9}, {3.6329709201080103`*^9, + 3.632970920460225*^9}},ExpressionUUID->"37a0a562-b416-419c-bccf-\ +0964cd6f6286"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"Get", "[", + RowBox[{"FileNameJoin", "[", + RowBox[{"{", + RowBox[{ + RowBox[{"NotebookDirectory", "[", "]"}], ",", "\"\<mcmc.m\>\""}], "}"}], + "]"}], "]"}], ";"}]], "Input", + CellChangeTimes->{{3.532470503043046*^9, 3.532470548641507*^9}, + 3.532474583488461*^9, {3.532476805885297*^9, 3.532476807572055*^9}, { + 3.53247800497998*^9, 3.532478024954958*^9}, {3.532478280008748*^9, + 3.532478290841416*^9}, 3.532479089348965*^9, {3.532623520760719*^9, + 3.532623526575855*^9}, 3.532623679316721*^9, 3.532637787357731*^9, { + 3.768701924912887*^9, 3.768701925465952*^9}}, + CellLabel-> + "In[828]:=",ExpressionUUID->"21722733-3672-465d-b42a-e2e9a3366acf"], + +Cell[BoxData[ + RowBox[{"Quit", "[", "]"}]], "Input", + CellChangeTimes->{{3.768649673339539*^9, 3.768649674438636*^9}}, + CellLabel-> + "In[185]:=",ExpressionUUID->"747a2b63-5487-49ce-9c8d-bb804cbed0f1"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell["Calling the routines", "Section", + CellChangeTimes->{{3.532829995355914*^9, 3.532830051359204*^9}, { + 3.532832543321581*^9, 3.532832545647345*^9}, + 3.632970625441331*^9},ExpressionUUID->"2e344555-a4f5-40ce-b120-\ +d301947f327b"], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{"?", "MCMC"}], "\[IndentingNewLine]", + RowBox[{"?", "GetChisqExpr"}], "\[IndentingNewLine]", + RowBox[{"?", "MCMCModelFit"}]}], "Input", + CellChangeTimes->{{3.630559572655424*^9, 3.6305595769572983`*^9}, { + 3.632970802841607*^9, 3.632970806801506*^9}, {3.633015395924361*^9, + 3.633015398264543*^9}}, + CellLabel-> + "In[829]:=",ExpressionUUID->"011663d3-5382-47e3-bf30-00b75f2cb207"], + +Cell[CellGroupData[{ + +Cell[BoxData["\<\"MCMC[plogexpr, paramspec, numsteps]\\n\\nPerform MCMC \ +sampling of the supplied probability distribution.\\n\\n1. plogexpr should be \ +an expression that gives the unnormalized log\\nprobability for a particular \ +choice of parameter values.\\n\\n2. paramspec either gives the results of a \ +previous MCMC run (w/ same\\nplogexpr--just to add on more iterations), or \ +lists the model parameters\\nlike so:\\n{{param1, ival1, spread1, domain1}, \ +...}\\na) Each param should be symbolic.\\nb) ival is the initial parameter \ +value.\\nc) spread is roughly how far to try to change the parameter each \ +step in\\nthe Markov chain. In this routine we select new parameters values \ +based\\non an exponential distribution of the form \ +Exp[\[CapitalDelta]param/spread]. My\\nNumerical Recipes book advises setting \ +these spreads so that the average\\ncandidate acceptance is 10-40%.\\nd) Each \ +domain is either Reals or a list of all possible values the\\nparameter can \ +take on (needs to be a uniform grid).\\n\\n3. numsteps is the number of \ +Markov chain steps to perform.\"\>"], "Print", "PrintUsage", + CellChangeTimes->{3.7687368820912113`*^9}, + CellTags-> + "Info8293768744082-5167166",ExpressionUUID->"a7e445ea-5300-40f8-af51-\ +cfd806e83ce1"], + +Cell[BoxData["\<\"GetChisqExpr[data_List, errors_List, model_, ivars_List]\\n\ +\\nCompute the chi^2 statistic for the comparison between data and \ +model.\\n(Not the reduced chi^2.)\\n\\n1. data must be given as:\\n{{ivar1, \ +dvar1}, {ivar2, dvar2}, ..., {ivarN, dvarN}}\\nwhere ivar is the independent \ +variable, dvar is the dependent variable,\\nand N is the number of data \ +points. Either the ivars or dvars can be\\nvector valued; if the independent \ +variable is a vector, then we're just\\ndealing with a function of multiple \ +variables, and if the dependent variable\\nis, then we have a vector \ +field.\\n\\n2. errors must have the same length as data (= N), with each \ +entry giving\\nthe errors in the corresponding dependent variable supplied in \ +data. If\\neach dvar is just a number, then so too should be each element of \ +errors;\\nif instead each dvar is a vector, then each element of errors \ +should also\\nbe a vector of the same length.\\n\\n3. ivars gives a list of \ +symbolic independent variables, in the same\\norder as in data, on which \ +model depends. If there's only one, then it\\nneed not be a list.\"\>"], \ +"Print", "PrintUsage", + CellChangeTimes->{3.768736882199155*^9}, + CellTags-> + "Info8303768744082-5167166",ExpressionUUID->"0cf44f85-c065-4fdb-b741-\ +834a899b52cd"], + +Cell[BoxData["\<\"MCMCModelFit[data, errors, model, paramspec, ivars, \ +numsteps]\\n\\nPerform MCMC samping of the probability distribution resulting \ +from\\nmodeling data with model, assuming Gaussian errors. \ +Straightforward\\nwrapper around MCMC and GetChisqExpr.\\n\\n1. data must be \ +given as:\\n{{ivar1, dvar1}, {ivar2, dvar2}, ..., {ivarN, dvarN}}\\nwhere \ +ivar is the independent variable, dvar is the dependent variable,\\nand N is \ +the number of data points. Either the ivars or dvars can be\\nvector valued; \ +if the independent variable is a vector, then we're just\\ndealing with a \ +function of multiple variables, and if the dependent variable\\nis, then we \ +have a vector field.\\n\\n2. errors must have the same length as data (= N), \ +with each entry giving\\nthe errors in the corresponding dependent variable \ +supplied in data. If\\neach dvar is just a number, then so too should be each \ +element of errors;\\nif instead each dvar is a vector, then each element of \ +errors should also\\nbe a vector of the same length.\\n\\n3. model should \ +evaluate to either a number or a numerical vector\\n(depending on dvar) when \ +all parameters and independent variables are set.\\n\\n4. paramspec either \ +gives the results of a previous MCMC run (w/ same\\nplogexpr--just to add on \ +more iterations), or lists the model parameters\\nlike so:\\n{{param1, ival1, \ +spread1, domain1}, ...}\\na) Each param should be symbolic.\\nb) ival is the \ +initial parameter value.\\nc) spread is roughly how far to try to change the \ +parameter each step in\\nthe Markov chain. In this routine we select new \ +parameters values based\\non an exponential distribution of the form Exp[\ +\[CapitalDelta]param/spread]. My\\nNumerical Recipes book advises setting \ +these spreads so that the average\\ncandidate acceptance is 10-40%.\\nd) Each \ +domain is either Reals or a list of all possible values the\\nparameter can \ +take on (needs to be a uniform grid).\\n\\n5. ivars gives a list of symbolic \ +independent variables, in the same\\norder as in data, on which model \ +depends. If there's only one, then it\\nneed not be a list.\\n\\n6. numsteps \ +is the number of Markov chain steps to perform.\"\>"], "Print", "PrintUsage", + CellChangeTimes->{3.768736882310286*^9}, + CellTags-> + "Info8313768744082-5167166",ExpressionUUID->"a1376294-48e6-413b-8206-\ +28469d5b82b0"] +}, Open ]] +}, Open ]], + +Cell[CellGroupData[{ + +Cell["Options", "Subsubsection", + CellChangeTimes->{{3.532832581397773*^9, + 3.532832585235145*^9}},ExpressionUUID->"cbbe5606-a15b-4a24-afbf-\ +e5461eea8a01"], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{"Options", "[", "MCMC", "]"}], "\[IndentingNewLine]", + RowBox[{"Options", "[", "MCMCModelFit", "]"}]}], "Input", + CellChangeTimes->{{3.532832159482357*^9, 3.532832165328256*^9}, { + 3.6329708788632793`*^9, 3.632970883975638*^9}}, + CellLabel-> + "In[832]:=",ExpressionUUID->"6953996e-b02f-49f7-8486-f1a6fb7c2d0a"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"\<\"BurnFraction\"\>", "\[Rule]", "0.1`"}], ",", + RowBox[{"\<\"Debug\"\>", "\[Rule]", "False"}], ",", + RowBox[{"\<\"ProgressMonitor\"\>", "\[Rule]", + TagBox[GridBox[{ + { + TemplateBox[{ + "\"Step\"","\"/\"","\"MaxSteps\"","\" \"", + RowBox[{"MCMC`Private`TimeProgress", "[", + RowBox[{"\"TimeElapsed\"", ",", "\"DoneFraction\""}], "]"}]}, + "RowDefault"]}, + {"\<\"CurrentParameters\"\>"} + }, + DefaultBaseStyle->"Column", + GridBoxAlignment->{"Columns" -> {{Left}}}, + GridBoxItemSize->{"Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], + + "Column"]}], ",", + RowBox[{"\<\"ProgressInterval\"\>", "\[Rule]", "10"}], ",", + RowBox[{"\<\"SaveTo\"\>", "\[Rule]", "None"}], ",", + RowBox[{"\<\"SaveInterval\"\>", "\[Rule]", "1000"}]}], "}"}]], "Output", + CellChangeTimes->{ + 3.532832168229335*^9, 3.532977537246741*^9, 3.537024810753157*^9, + 3.63297088488875*^9, 3.633015715393902*^9, 3.633016303804935*^9, { + 3.63301690756455*^9, 3.633016930759081*^9}, 3.633017048483534*^9, + 3.768649686203225*^9, 3.768736886361145*^9}, + CellLabel-> + "Out[832]=",ExpressionUUID->"71ddfb5c-874d-46ca-949b-4639858585cc"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"\<\"BurnFraction\"\>", "\[Rule]", "0.1`"}], ",", + RowBox[{"\<\"Debug\"\>", "\[Rule]", "False"}], ",", + RowBox[{"\<\"ProgressMonitor\"\>", "\[Rule]", + TagBox[GridBox[{ + { + TemplateBox[{ + "\"Step\"","\"/\"","\"MaxSteps\"","\" \"", + RowBox[{"MCMC`Private`TimeProgress", "[", + RowBox[{"\"TimeElapsed\"", ",", "\"DoneFraction\""}], "]"}]}, + "RowDefault"]}, + {"\<\"CurrentParameters\"\>"} + }, + DefaultBaseStyle->"Column", + GridBoxAlignment->{"Columns" -> {{Left}}}, + GridBoxItemSize->{"Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], + + "Column"]}], ",", + RowBox[{"\<\"ProgressInterval\"\>", "\[Rule]", "10"}], ",", + RowBox[{"\<\"SaveTo\"\>", "\[Rule]", "None"}], ",", + RowBox[{"\<\"SaveInterval\"\>", "\[Rule]", "1000"}], ",", + RowBox[{"\<\"MakeBestFitPlot\"\>", "\[Rule]", "False"}]}], "}"}]], "Output",\ + + CellChangeTimes->{ + 3.532832168229335*^9, 3.532977537246741*^9, 3.537024810753157*^9, + 3.63297088488875*^9, 3.633015715393902*^9, 3.633016303804935*^9, { + 3.63301690756455*^9, 3.633016930759081*^9}, 3.633017048483534*^9, + 3.768649686203225*^9, 3.768736886373959*^9}, + CellLabel-> + "Out[833]=",ExpressionUUID->"79d3409a-1859-46fb-9776-3b6f3c52b964"] +}, Open ]], + +Cell[TextData[{ + StyleBox["\"ProgressMonitor\"", "Input"], + " can use any combination of the strings ", + StyleBox["\"CurrentParameters\"", "Input"], + ", ", + StyleBox["\"TimeElapsed\"", "Input"], + ", ", + StyleBox["\"DoneFraction\"", "Input"], + ", ", + StyleBox["\"Step\"", "Input"], + ", and ", + StyleBox["\"MaxSteps\"", "Input"], + ", which will be replaced appropriately." +}], "Text", + CellChangeTimes->{{3.532829995355914*^9, 3.532830115535358*^9}, { + 3.53283016529025*^9, 3.532830609047937*^9}, {3.532830639105241*^9, + 3.532830696058085*^9}, {3.532831632464258*^9, 3.532832154887697*^9}, { + 3.532832200129031*^9, 3.532832327841008*^9}, {3.532832363573201*^9, + 3.532832477592404*^9}, 3.532832588197017*^9, {3.53288982631223*^9, + 3.53288987900866*^9}, 3.53593219109957*^9, {3.537024819601988*^9, + 3.537024825947921*^9}, {3.632969921619255*^9, + 3.632969932105641*^9}},ExpressionUUID->"389b4a1c-a1f3-4f51-92d0-\ +9db64ab4d75a"] +}, Open ]] +}, Open ]], + +Cell[CellGroupData[{ + +Cell["MCMC example/test: 2d Gaussian", "Section", + CellChangeTimes->{{3.632970927818203*^9, 3.6329709830971107`*^9}, { + 3.6330160944553623`*^9, + 3.633016095474854*^9}},ExpressionUUID->"92f86efe-9356-4149-9281-\ +e5729c35edef"], + +Cell[CellGroupData[{ + +Cell["Create PDF and run MCMC", "Subsubsection", + CellChangeTimes->{{3.6330169553817377`*^9, + 3.6330169698894053`*^9}},ExpressionUUID->"dff2049d-4e29-4d4b-a57b-\ +2a942eadd6aa"], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{ + RowBox[{ + RowBox[{"{", + RowBox[{"mu1", ",", "mu2"}], "}"}], "=", + RowBox[{"{", + RowBox[{"1", ",", + RowBox[{"-", "2"}]}], "}"}]}], ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{ + RowBox[{"{", + RowBox[{"sigma1", ",", "sigma2"}], "}"}], "=", + RowBox[{"{", + RowBox[{"1.2", ",", "3.4"}], "}"}]}], ";"}], "\[IndentingNewLine]", + RowBox[{"plogexpr", "=", + RowBox[{"Log", "[", + RowBox[{ + RowBox[{"PDF", "[", + RowBox[{ + RowBox[{"NormalDistribution", "[", + RowBox[{"mu1", ",", "sigma1"}], "]"}], ",", "x1"}], "]"}], + RowBox[{"PDF", "[", + RowBox[{ + RowBox[{"NormalDistribution", "[", + RowBox[{"mu2", ",", "sigma2"}], "]"}], ",", "x2"}], "]"}]}], + "]"}]}], "\[IndentingNewLine]", + RowBox[{"mcmc", "=", + RowBox[{"MCMC", "[", + RowBox[{"plogexpr", ",", " ", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"x1", ",", " ", "0", ",", " ", "2", ",", " ", "Reals"}], "}"}], + ",", + RowBox[{"{", + RowBox[{"x2", ",", " ", "0", ",", " ", "2", ",", " ", "Reals"}], + "}"}]}], "}"}], ",", " ", "100000"}], "]"}]}]}], "Input", + CellChangeTimes->{{3.632970986759919*^9, 3.632971102438386*^9}, { + 3.633015721806772*^9, 3.633015850324541*^9}, {3.633015946566264*^9, + 3.633016015515633*^9}, 3.6330167389536047`*^9}, + CellLabel-> + "In[971]:=",ExpressionUUID->"18deae1a-b236-4a2f-b3e4-6a8472fadab7"], + +Cell[BoxData[ + RowBox[{"Log", "[", + RowBox[{"0.03900856448330769`", " ", + SuperscriptBox["\[ExponentialE]", + RowBox[{ + RowBox[{ + RowBox[{"-", "0.34722222222222227`"}], " ", + SuperscriptBox[ + RowBox[{"(", + RowBox[{ + RowBox[{"-", "1"}], "+", "x1"}], ")"}], "2"]}], "-", + RowBox[{"0.043252595155709346`", " ", + SuperscriptBox[ + RowBox[{"(", + RowBox[{"2", "+", "x2"}], ")"}], "2"]}]}]]}], "]"}]], "Output", + CellChangeTimes->{ + 3.6329711030862017`*^9, {3.6330157286649017`*^9, 3.633015739054632*^9}, { + 3.633015796432218*^9, 3.633015816643425*^9}, 3.6330158605514927`*^9, + 3.633015947076047*^9, {3.633015978046576*^9, 3.633016018859786*^9}, + 3.633016306347569*^9, 3.63301673966434*^9, 3.633016939548882*^9, + 3.6330170529132547`*^9, 3.7686437864963217`*^9, 3.7686446464890003`*^9, + 3.768736889305869*^9, 3.7765979110318336`*^9}, + CellLabel-> + "Out[973]=",ExpressionUUID->"7e5c3e17-07f2-4f66-a644-c4c591f20867"], + +Cell[BoxData["\<\"hola\"\>"], "Print", + CellChangeTimes->{3.776597911133965*^9}, + CellLabel-> + "During evaluation of \ +In[971]:=",ExpressionUUID->"46600b01-5ddf-4b23-bb8a-6039a65daa15"], + +Cell[BoxData[ + RowBox[{"\<\"MCMCResult\"\>", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"x1", "\[Rule]", "1.0052473159446014`"}], ",", + RowBox[{"x2", "\[Rule]", + RowBox[{"-", "2.010523864384419`"}]}]}], "}"}], + ",", "\<\"\[LeftSkeleton]100000\[RightSkeleton]\"\>"}], "]"}]], "Output", + CellChangeTimes->{ + 3.6329711030862017`*^9, {3.6330157286649017`*^9, 3.633015739054632*^9}, { + 3.633015796432218*^9, 3.633015816643425*^9}, 3.6330158605514927`*^9, + 3.633015947076047*^9, {3.633015978046576*^9, 3.633016018859786*^9}, + 3.633016306347569*^9, 3.63301673966434*^9, 3.633016939548882*^9, + 3.6330170529132547`*^9, 3.7686437864963217`*^9, 3.7686446464890003`*^9, + 3.768736889305869*^9, 3.776597919739579*^9}, + CellLabel-> + "Out[974]=",ExpressionUUID->"5e251b64-49c4-4db6-ba3f-a151a224b77f"] +}, Open ]] +}, Open ]], + +Cell[CellGroupData[{ + +Cell["Available data from MCMC", "Subsubsection", + CellChangeTimes->{{3.532829228760613*^9, 3.532829249463151*^9}, + 3.532890010591705*^9},ExpressionUUID->"fae28003-aeaa-4dd8-9350-\ +ee0f9e116a51"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"mcmc", "[", "\"\<Properties\>\"", "]"}]], "Input", + CellChangeTimes->{{3.6330158521873617`*^9, 3.6330158587310333`*^9}, { + 3.6330166098473787`*^9, 3.633016616968185*^9}, {3.6330166884464283`*^9, + 3.6330167024748383`*^9}, {3.633017094814843*^9, 3.633017096112266*^9}}, + CellLabel-> + "In[334]:=",ExpressionUUID->"0d7ec833-c954-454f-a466-61b67a513a76"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{"\<\"BestFitParameters\"\>", ",", "\<\"ParameterErrors\"\>", + ",", "\<\"AverageAcceptance\"\>", ",", "\<\"TimeSpent\"\>", + ",", "\<\"NumSteps\"\>", ",", "\<\"Parameters\"\>", + ",", "\<\"ProposalSpreads\"\>", ",", "\<\"ParameterDomains\"\>", + ",", "\<\"BurnFraction\"\>", ",", "\<\"BurnEnd\"\>", + ",", "\<\"CorrelationMatrix\"\>", ",", "\<\"ParameterRun\"\>", + ",", "\<\"ParametersLogPRun\"\>", ",", "\<\"TransitionLogPRun\"\>", + ",", "\<\"ParameterRunPlots\"\>", ",", "\<\"ParameterHistograms\"\>"}], + "}"}]], "Output", + CellChangeTimes->{3.633015862842101*^9, 3.63301661996528*^9, + 3.6330167074234343`*^9, 3.6330167509369802`*^9, 3.6330169478050747`*^9, + 3.633017061212554*^9, 3.633017096867198*^9, 3.768654100403839*^9}, + CellLabel-> + "Out[334]=",ExpressionUUID->"308af8a1-a333-41ee-9031-b8052628d7e5"] +}, Open ]], + +Cell[TextData[{ + StyleBox["BestFitParameters", "Input"], + " and ", + StyleBox["ParameterErrors", "Input"], + " should reproduce ", + StyleBox["mu12", "Input"], + " and ", + StyleBox["sigma12", "Input"], + " above." +}], "Text", + CellChangeTimes->{{3.6330171020840683`*^9, + 3.633017135777501*^9}},ExpressionUUID->"a134edcb-7b9a-48f8-8838-\ +8ef8b1338935"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"mcmc", "[", + RowBox[{"{", + RowBox[{ + "\"\<BestFitParameters\>\"", ",", "\"\<ParameterErrors\>\"", ",", + "\"\<AverageAcceptance\>\"", ",", "\"\<TimeSpent\>\"", ",", + "\"\<NumSteps\>\"", ",", "\"\<Parameters\>\"", ",", + "\"\<ProposalSpreads\>\"", ",", "\"\<ParameterDomains\>\"", ",", + "\"\<BurnFraction\>\"", ",", "\"\<BurnEnd\>\"", ",", + "\"\<CorrelationMatrix\>\"", ",", "\"\<ParameterRunPlots\>\"", ",", + "\"\<ParameterHistograms\>\""}], "}"}], "]"}]], "Input",ExpressionUUID->\ +"ccbf3043-f01a-4fd7-a32b-125b1290ec6d"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"\<\"BestFitParameters\"\>", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"x1", "\[Rule]", "1.011908166324481`"}], ",", + RowBox[{"x2", "\[Rule]", + RowBox[{"-", "2.0238356423766257`"}]}]}], "}"}]}], ",", + RowBox[{"\<\"ParameterErrors\"\>", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"x1", "\[Rule]", "1.2059579326072671`"}], ",", + RowBox[{"x2", "\[Rule]", "3.43289073702371`"}]}], "}"}]}], ",", + RowBox[{"\<\"AverageAcceptance\"\>", "\[Rule]", "0.4503991072217901`"}], + ",", + RowBox[{"\<\"TimeSpent\"\>", "\[Rule]", + RowBox[{"7.579168`7.331166527249291", " ", "Second"}]}], ",", + RowBox[{"\<\"NumSteps\"\>", "\[Rule]", "100000"}], ",", + RowBox[{"\<\"Parameters\"\>", "\[Rule]", + RowBox[{"{", + RowBox[{"x1", ",", "x2"}], "}"}]}], ",", + RowBox[{"\<\"ProposalSpreads\"\>", "\[Rule]", + RowBox[{"{", + RowBox[{"2", ",", "2"}], "}"}]}], ",", + RowBox[{"\<\"ParameterDomains\"\>", "\[Rule]", + RowBox[{"{", + RowBox[{"Reals", ",", "Reals"}], "}"}]}], ",", + RowBox[{"\<\"BurnFraction\"\>", "\[Rule]", "0.1`"}], ",", + RowBox[{"\<\"BurnEnd\"\>", "\[Rule]", "10000"}], ",", + RowBox[{"\<\"CorrelationMatrix\"\>", "\[Rule]", + TagBox[ + RowBox[{"(", "\[NoBreak]", GridBox[{ + {"1.000000000000042`", "0.016628731130701804`"}, + {"0.016628731130701804`", "1.0000000000000044`"} + }, + GridBoxAlignment->{ + "Columns" -> {{Center}}, "ColumnsIndexed" -> {}, + "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, + GridBoxSpacings->{"Columns" -> { + Offset[0.27999999999999997`], { + Offset[0.7]}, + Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> { + Offset[0.2], { + Offset[0.4]}, + Offset[0.2]}, "RowsIndexed" -> {}}], "\[NoBreak]", ")"}], + Function[BoxForm`e$, + MatrixForm[BoxForm`e$]]]}], ",", + RowBox[{"\<\"ParameterRunPlots\"\>", "\[Rule]", + RowBox[{"{", + RowBox[{ + GraphicsBox[RasterBox[CompressedData[" +1:eJztnQl/FMX29+f5PK/k/wbyDp5/M7hcr9u4XRUNbuiIihJXzHVB517RqFfv +uEYQAkhASBDCFhAiEkCCMAJhCcsgYQnCAIMO4ACj9nOmT+akUtVd07P1TCfn +fH5iT093dU1VnW+fWrrzP49MvuOR/xsIBE7CfxP/TyCQ3TbZ2NjY2NjY2NjY +2NjY2EaWpVOJRDKZGEikq50TNjY2v1h6oKc+EGhojTE32NjYcpZJJZNDTMik +M7mN1OBmKhqs70ll0rlv2NjYRrFlOhvrAqHGlpamUF2orS9lZvrCgUBdfXTX +jtaAZfXR7oyZag4G6hoikXCoobW32nlmY2OrriWa6iNxaysOaAh3mKmeYF00 +aaZagoGGjuw3/Z3NHX3HosFgdwo+JSOBYE+qqllmY2OrsmUS1mBnJhGDuCPQ +2AXcCNU1Jc1kU11da99AYmAgmUxlzGQ0GLJwkW6uCzTFktXONhsbW5Wtty2S +7ZAEI9BNMdOxUDCaNjMd9YFQc1d39qu6WAowEmiJw+6++kCgY4BHOdjYRrXF +28LAjMa2WMYaEI13NAAoGpu7LiRi0UikMRxqaOlJ9naEg8FwQxhCkmBjB3dT +2NhGufVE6oIt1ghHvK2xpdfM9Dc1NCeqnSs2NrZatlS8LVhX3xSNhAKBaIxD +CTY2NneWSePyjQyPW7CxsbGxsbGxsbGxsbGxsbGxsbGxsbGxsbGxsbGxsfnc +hr/EoXZNzae0R/+xepZJJpIZ3R79Rw8NiiyVFj/5pMDzFmBtFXjGWnCTGXop +is/yD9bb0hBuammqD7X21YSPDVqiOxQga4hnbPIp7dF/9NrSPaFgNLuIMxVr +CIZbWptCDW2D+ZD26D96aMlYS6i+qSXaEG7uydgVYG0WeCbRXV9X39LW2lDf +0JP0R4H3dTZBs25q67FpIX7IvznQAV45kL16V10gMuDZdV1YqrelPtKZyS6o +7urc8LWcTynn+o/e5To9EI/39cX7Yq3BQENPf6IzHAh3Zq/f3VjXmN3IDN9z +VPvRywqJ1wfquqx23BQIdu9TCrBGC9yMNQXDHdkLxptDoZY9PinwVFNdqMda +6psvP7WY/2R3pK6xO7uVjgUDdbX2Xpf+jsaG1uyjW2o+pT1rV+s+eve7Mr3B +QKA+Eok01MMNJRxd/FpdsMt66UVvFPypBwKpyLA9ndqPPV7l28z0twXqrADJ +elPH21++4o8ChwLtAofpTidjUOKRnoNKAdZmgWffi2K9T0mfvRrNf6yprq4p +Zm0mAIDdNcYNsK7GUHMsqeZT2vNlRPfRy9+V6IpGs9frzb4NI9VTFwjiM2fg +d0GoVmnPqzN1Hz3mRqC+J5FOxJoDgWDrW74pcMh7R0MdULquqTvjmwLPcUOf +vVrNf6qnqa6xK7tVY/EGvUg33RsNhNrOK/mUcv5dl+6jt78r09HY2B3vrg9G +rbdvBbush9t7o0HrdiDtWav96B038MU+gVBjUyTS0ZtQG0bNFng63grMiLZE +6+uj/Rm/FHgqF2/os1ej+U/HW6Bbmr1sIts/7ffmqi4s098Racnev/o7G6BR +JJR8Sjk/oP3o9e/KxCPQXQk2J810awi6n9mMWP3QbMaH7zmg/ehpxvs7oKib +8E2CasOo2QLvawkFm/tgozcSbOw+6YcCzyQHYuHA4Psb8+WnBvOftewweLQ1 +Gq5v7auZaCNrme5oPc6mRLuzoz1qPqU9+o8eW9bLsm8JxuHuhta27HD3YD6k +PfqP3lq8MxoMhlu7elM+KvBET0N9Y2tbc32oMTuT44MCT/d1tQQHueEiPzWX +/9zPSGXfYFuDNvRnQCxT8ynt0X+snqWTyZR2j/6jx5Ye6B/Ay/unwDPJpLiA +wV8FrmbAd/lnY2NjY2NjYyuPBdjY2HxrVeRG3j0FnV6ug0dJTiqaOOfE48Q9 +zglzw+PEaycnFU2cc+Jx4swN35lPs236Nuc+zbZZQs737T09Z3asvJlxbzXl +qpXOzJUrf+zZc4o+Gv/viwqV/ChsxtU1n2bbLCHnq1buv/uu1vJmxr3VODfK +a0ePngdW0Mf77l2wbNm+il6Rja1CVl1uqDa6uNFRQW7E42ePHTtfufTZRrMx +Nzy7tMfc+Gfj6o+imyuXPttoNuaGZ5dmbrCNGGNuiJeu6AIS5gbbiDEvuXHx +4hXNtzW47qu8xtwY5ba79xexAVTIfvpp4JOPfqj0VVau3H/XHfMqfRWw48d+ +dVNozI1yGXOj1swbbixf1jfungX6Y2LbT7z26relXOXzz7bk/S2ZzJ9Xr/5R +ylVM5gZzw/+2uvPAgvk7L1/OPDZhcRGn1w431n576PbbvirlKp99mp8b7W27 +H3qwrZSrmMwN5oZvDWrtzJmLsPHxR5tfntJ56dKV4tx/JHFj0pMd3nDj2LHz +zA3mRi3bB+9vfHD8InU/1Nqvv2bfzs/cIPv0k/zxRtuiXuZG6cbcqHGb/sXW +ZycvV/czN1Rjbnh2aeZG6Tb5meWp1OUKJQ7ceK5hhbofau38eT9x49675+uP +KZ0bn3z8A3PDm0vn5ca6dYdOnbqgSWHaW+sPHz7n8nIjkhs01FAJGz3c+HbN +Qb9wQ/IaJxtF677Gydy45abZ69cf1qQwdsyMH7ced3m5kcqNhV/vcn/whu9/ +dp/4yOAGuGreq5SBGx9VM96AmoKQCbdH3rov+L1ieIDcgJaMj5thvHHbrXOp +WJgbeQ3KKrb9hPuD9+097T7xkcENNysrfMQN23jjmUnLZn65TdwzwrgxMPAb +fcQSqL/v66VL9po5bnzw/sapr63FA4rjRjx+1nZ1zUjlxvfaIpIOLoIbcNa1 +Y2dI6YjcCBrTy84NgGG5kCJxA1qg+pqXIrgBae7ccZI+QlEwNyp0aYkbGHHl +4cZ3BXMD0rR9Xt5f3Lh8OePGcTyIN/4V6Wp653spHRx3Qm489MAifVYvXboK +P0fdr+HG9vJxQ1qRtbXn2DXBGdIxbrjx7OTlZ89eoo+Q5l6hMKvFDdiGsn16 +UsesmaOOG0uQG+MWdCzdW7PccEq2QgYhUy1wA04Bf3nnbZkb58//bubjxhMT +l2Qyf8LGxPCSeV/tUA+w5caB/Wfg9vHzz+dqjRuQyPHjv4ofRW5A0/KSG4vb +d1M2Rhg39uw5JZUkfIRf1942+JOduIFFAXtuvXmOx9w4ePCM0wSNBD03BqfA +rbagU8hqhBtjx0y/47avVG5gvAHQgOpz4gbVY0HcgMYw/v6FvuPGlJc6C+XG +hEfaC21RYH37TsOFqDxHHjcOHjijcuPdpg2v/HMNftRwA58UvvlGXbwBh4FK +4Ybq15E31r3XtMHpcidOFMEN3SPPGqsFbjzyUHYmwpYbGG88NmHxddd8WXZu +QJPwHTdefGFVodyA4+Pxs3nzL9n36w/DiV/N/YkSgUKe9JQvuWF7L9ZzAxow +9mGJG7D91r++c88NuCuVwo2ffhqAI3//vQrcgJzAL9WfWwvceGPqWiduJJO+ +5wa0WJq7LAM3nl9JVwGGhB/7Rk2hFG7AwV8vyE64QyduNHMj8mbX1NfWDos3 +cuOisPPCBbfcUJeYwk7oA6rHS9yA2EblBuy5/tqZTr9Rw405s2NqO3fihoZO +ZCdPpjSOA1xFTyyOGy7HamqfG3/++ddzz9rMFIsGFWrLjbVrD90emos7S+cG +dJnpKv95v3vq62vVFFRuHDrklht//9ssXHuD3Jj55TYcOxrkxpMjlhvd3Ucc +ufHNHlPhBvZioIvtdFHkxvzWnWpmiuZG0fHGsmX7IP/qKUVzA47ROA6UNvp+ +0dxwc6cb4sa09VI6yA24zd1y0+yycwN7oFj7UA6aHLqJylYs77vnH0Nv4qoQ +N+65e74tNyAepgcB2tt2P1wyNwA+WDidqw6YtcoNlwvPIPObN/dLO5EbdPte +t+6QyI2nJ3Xgo8dO3MDB/O+64k4XRW50b5AXQBI3Vq3cL4aLEjeQ2yo33nXm +Rt8+xyC/XNyA3hM6qRtuQDMumhs0aeV05G+/pZEbd95uww2INODf6H+HzadA +fqQ/iFMcN+DePXZMdk0I1BfUmiafLrkhvsGvFG4sXbIXIhz6KHIDfRm3gRv0 +Ef79KTaA+xctdBVvnDlzUa0dKd7QcKPG14titdK2Wn3IjclPL8OPEjfgPnXX +HfPwxDenZu8pebnR15egWjPtuAEeBP0+4sZSK+Klb225oY6LarihxhuYSbN8 +3FjdeeCuO+eZRXHDKdAS8zPEDbtAWjwSqkDDjc8/62mYvFziBnTWnnpiqXiY +yo3bbp0L7oPbztyYTtxofLlUbjwzaVmh/ZT5rTs2bTyilgn1oM183IC4AttD +Edw4fNimj6bnBhR7TcUbmm+heUMjx20dN54ZfBBb5QY0yGHxhjCfYssNIzeM +j6ZyY+HXuyY80u4lN+gZbZfcgD4pRPgPjndcKOWSG0gMlRsnT6ZgI53O2K6z +UrlhW3GmC26AgBvga7CB3Dh9+kLLrO0SN+DnA+pFbtAyP9MrbixcuOuG64fG +rIgbcOJ113yJOyVuwM1OWn5p5uMGtF49N6BxgmszN4gbUMJ54w1oIVBH8PH1 +V7914gZ8fOvfg/MpUNf4gGFebohkyHLj4cK4ARKXsleaGwf2Z8sEarlEbuzf +n9BwQ13hSQcQN6CfaOZ6HLZHXryYnxvRDzeBXyM3QrfMgeuKeYbt1179Fiq0 +UG7AThxmLAs3oKJtxzfERitxA/a/967cDPTcgDYscuMhhRuPTlg87a31FeIG +/Pv8cyvF42ufGy9bK1403DCsh9fwmJv+3uLEDTwAuQF6/71uPTfgRNhDQa9Z +IDewRxM0pkNDop0uuTG+fiH2mERuqC+HqRw3jhxJUqnackOaAcFnNGzjDYkb +ENXD3dllvCFxAzpfKjfg3xuunyVyY4krbuSPN8CDdu44WSg3KNjTcwOan5RO +RbmxZ8+pBfMHR/hVbpw5c9Gw+oamwI1VK/ebOW7cc/f85s97xFN8xA2cGCJD +bqA2WpMpUrxxx21l4wZstLfthr42nuuGG09azmsM7+m75Ab9WIkb4ni7accN +jBPKxY2+voTEDdiGdqVyA+5NkKwtN8KPDuMG5A1CEZEbSFfpdyE3oBKNXD9F +4sapUxdg+9VX1gCFoKL13KCzoLoxEZITN3DUAuHvVEpoCAro9uLQ/ePhb0rh +Bk2O6LkB29hzEbkB4bQTN3CVLG6r3Nj243Ejt7bclhtPTFwCnUTxFB9xA7Rr +59ATgiVyA+vXlhuGNQWJ3PjgPxthD3SCtvxwFHo3eG5/f5Yb3yzec/+4/Nyg +BQBwO5jyUqfIDZw7pqtDrIj9d5UbcK7YDukUW26oR5LRQGtB3IB/cQ+0f4jo +JG6gc0ncACaY7rgB8cbbDvEGhhO23Lg9NBcPw8gBuXHjDS2AIFtu/PVXNn77 +7NMtEBuI3HAqhA8/2Djmf11xA4sU3BZv6OHHbLhhWJGwaS2MQbeFXy2lo3Lj +vx9uom+XWmGSaQETGnk23nDBjYMHz+C2nhs/brXhBv0K5obIDYS2yg38lrjR +tigbbxA30DuQG7Bx842z6fS83ICWA9vIjReeX/nJRz/gmlK6OuQc+AA9FJUb +EG+IM/h0ioYbjzxk84gTPR7lxA3o6WCuiBvYB+kfzg0okBnTf8RTsPBVbkx6 +qsMNN0B6bpBEbmA8YFixCrkh+Cxk7JXGNXiYG244xRsiN8RHiiAP9wx/uxem +k5cb2FTee3cw2nETb9ByU1OIN2BnlqVWP0XlBtx6xIv6mhs90RDN+Ybbhvy0 +jNzAwiwvN3ADuQEbmzYekeINsWGYFjfgI0QU+FHPjZdeXPXxR5sxPqSro9BP +8RUfIjdwuEYsIj03Xnx+2EAWmi03pLAH3Q0bp2E9KkhpEjcefrCNZsCduIGn +SNwQffYFa+20yA0I9aGpEzfEg8eOmSFyg+62htAZhMgEuDG7JabhhniWS24Y +1myOaYVh2L0VK0Lihuhx3nMDX0sFtTwxvMQ9N7b2HNNw48qVP6oUb6RawuHO +/rRpJrvbupLuLm3LjdWrs3vgFgM1KHIDO8IiN269ec7tWm4gVaQGoHLDyN3m +ujf8bMuNa8fOSKczL76wCrgx4ZF2jM9NO25AFC1yA5q61LREbsC93hzODSm3 +GAyUhRtAYzEbAAfyKcnLoNECN3CbuAEdYaoCkRuTn1mO3JgzO0bBj5HrWRgW +YyVuTHqyY3bLduIGznrYcuOa4AwxY+K0L63JFxs/cePuuwqIN+bOieFhZ89k +34zR3r4btiEFaF1m7oZOSeHEn+34RuncgE6xnhsQR0Eh4E5oQtj8MHunT10o +hRvZeOPxinMjHe9sCDc0DlpDQ1Nndgje7I+EGvuGz/kHBFPTseUGuB7+lnXr +DoncIBE3aI/EjaFmb7Vq4DNdUUwHY2wQlBiixokbhrX0Ef6VuEHfIjcQRHBR +l9zAddoqN86cuRi1ur0rlveVnRu4BobiDdRTOQAauXgDQwvixqKFvXSAyo3H +JizGDdN6Y4aYssoN8VuneAPfkyzVOy6ALIIbL0/ptG3GLrkh3l9wZl/qp9B2 +Edxob9sNFMWP0KpFbkCroPQpTagpW26cPXtJ5IbY6tCIGzt2DIiFgwfj9Ddw +IzDcbMuteEsnB0RL5OKLRGco1JIUDrS9dGz7CXwUxYkbONXYs+WoiHoScoN6 +6IbFDShPbEuGEG+8My070ihxAyiB30KbwfENOgVSyMsNw7oRYGqUlGG92hch +b8sNcARcn4nCanLiBj2Vg8WC7948fz4NMQ/wpERuQIEbWm5gnI/cgHAOvSYv +N+Z9tQPuwrAfy1ysGqNwbmy35nekehe5IbZ5wx03jFxPhEzixi+/pKA3R9ww +rBEVtfkZJXNjyw9H6eNi63LQI4PGI3EDwEXpr117iGpK4gYGDxI3cEhZvDRy +A4TOJeUciIH/iqd40E+BJo3/b64LtMbT+ks/OH5RuxUvQePElSciNwzrvm9Y +INVwA2Jjw1qtR40TX/VgCNx4O8cNI7c0S0pK4gYIV4IZWm7geic1NZzDJW5A +v4a4AbX8Yq6nb1hLXg2BG9BCsq+oUriBdY3cAPKcO3fJyK1nQE14uP2ZScug +zUBSFOEDr3Aj8ubQGir33BDjDWzkhrWIjg5QxzcMa7IDuYG1QP0UfKeE4cAN +xA6JuAHwWWn1jETl5caXM7KjuBpuQBcVihFfsGBa3DCEsPPEiSzYcbUwpvDw +g21q8zOcuYEbeblh5SR96dJVI8cNLFXkBgiahOGaG/h2QWgDM6b/iLVm5rgx +/YutNK2v5wbKe250RiIx6Ktk+hsDgaZYSn9piRuGFeeLvwX/cBX0qXHYXBJ0 +V+F4rDvkBjo79joNAQLAf8PiBr3US0wH7jW0TaeQNNwwcgsepFNwsIW4YQgo +03MDd+q50X8kidwAD6V0KOABGtxwfXaYHWdkMIdivEH9COQGLnYiPenMDbz3 +0U0ZWziuFqNoIXTLHMgVPgBoDBKgGG6A0Cn+cWcrZl6UOL4htXnagPuXnhsQ +GtHjz+iY9NOQG/jIvJSCJPfcgPYpvnmYjsdsGA7cwJZgyw1qZrQMj7hh5G6R +Zo4b0CRWrujDS0P0bthxY3z9Qtquwrhooru+zuoRhZoH8l0aV9FAeRI3XhB8 +yshxQ5qhG2pa1jA71h3q/nHZsAEZYigQIG6g39nKhhtHkpQgCF/mgNy41/JN +qGjpFJUb5FkabjS98z3upKeboc9rKNxIJC5quAEtBLkhSuRG9L+DnRfkBk1q +Gwo3oLkCN8Bz8SNmu3Xe0EXhh2/amD2daA+nEDekeIOE3KBFv07623UzxcyL +0nADG4xh3ak13IASflTgxn8/3JS9kBWVGdZrHOgUPTewosXMQFVSlmh4DQFC +j6SJxwMe57dmi7QIblC8YbjgBsRvyeTv0EGjpihxA3u1RrW4kbVMKpWWdmm4 +ATcy4sbzz9lw49VX1tjWmjQ9Z+S4QVIhgNz49de0vtGKAm6IXXVclIXcwHux +Ot9H3HjogUU4RyZyQzwSWYHcoDYvFcKePafQPd1wA/omBXEDZ/NJIjes9jaT +HjRG2XJDlMQNVcgN8c0Yhl28QXpzqswNY7iriiLagBdouJGto9DcTz7+AfBi +5rhBMST5u5GPG2pmNm/up51U6diVNoTHl8TTcf5Xww1RGm7gUhmJG/gV3vjA +0URW9OQ6LKgpwhBBja/7GiwKKwDGoMI23nAviSRO3IBOZUHJvq1wg9qnYccN +I+cL8HPE6UWsZXExEsYbUJumwA1xEQU2D5z1K5ob6Hr4FwQkbkiSuKFGC/Q6 +CMNq4atXy4kQN5w8zpYbGkHfR9oj9pWcBExQ60XkhpGbEzFz3KCelKiycANH +7cB5aXWreDrWuy03xFFolMgNI9eixI+7dmUHrJAb4oYxfF7GsO5H4kfR9Whm +R+O83pjtpdGnkBtRq+5KlBqBSEJu4LOf7qVy46nh/uUk6pKIQyi2Ao924gY4 +b44b2QE0W26QgBu4jFAUcuPZycunf7EVuWFYIyF5869yA2dvUeutt9pKAhLi +NJOmME2FGyKHyyLgGzgUdbJQwA1cKI7yjBsk5MbFi1c0qYncuDc3SEXKy429 +Sq/ZSRpu1Hi8get5sAGL3auilZcbhjUSJTlmXqnccKNnJi1Tn48wcgNukkRu +qMLWTtzARxptuXHLTbNVbpCgC1wiN4bFyQ6ljWuz9YUpxQwFcQO7t3ohN+R+ +ykud5JIkch8aThdVFm5gO8d4QxqIVlU4N3qG/cYpw2YkNQUrcUNUTXFDWkAi +ZRVXMpQoKRKzFXQD/13CtQrihvtkgRs0F6wKB9aQG3SntuUG3DRVbtBqQ7ix +lsgNN8InzZ2+RW5IkUDZ4w3DuhHruYGdO/0NumBubBrihlQRyA31dGkEacpL +nXTrd8ONom+4brhRg+8JlPAuDQYWJ3zbg14lcqNyklZTi8IFBqjvuuK4ce1Y +++NVH6SwR/TWanEDwSsFV24qriA99MAiKYA3rBUa4oQ+ckMfABTKDXHnA8LM +pmFxQxMKSvmkU8pbLKJwJY+tairekPZI3Hh7mtv7uEYSum0F3FCfxagFueSG +escpTm64gc+fFirgxlLnYU9p/XnlBHciaYj44QfbRG7gVJcmq6VI7XUCBHCq +VJLaaHFmpIoS39Bo67yeWV5u2BZpJeT3eAPfQla6cNlAJWQ7qlMVqVNLKjcq +JHXk3D03igvzyigfxRueccNN5FkVOfU7DGFJkuH8rEShKlc6qvTceN1hFZ8H +so03WKpq+b3EEjfcjzeWKPxrHf4SLSX1hcT1jaqeVWYnR6TyzrzXsnzEDfGW +yvK1aqefUkUxN8pi6qVdji2zWCyPhW871zivZ8bcYLH8IuYGi8UqVJ9/tkXv +vJ6ZuvCMucFi1aaIGzW4XrTqhcNisWz1t+tm6p3XM2NusFh+0XvD/84gc4PF +YuUVc4PFYhWqaW+t1zuvZ8bcYLH8osgb6/TO65kxN1gsv4i5wWKxChVzg8Vi +FSrmBovFKlQ1xQ39+0VZLFbtyMltPTaON1gsv2hieIneeT0z5gaL5SPpndcz +Y26wWH4RvpFe47yeGXODxfKLmBssFqsI6Z23MpZJJpKZ4buYGyyWX1SFeCMV +awiGW1qbQg1taeYGi+VPecuNTGc4EO4cgK3uxrpGa4O5wWL5Tt5yIxGpC3Yl +s1u90bpAZOjtpgHBmBssVi3rumu+DAy3ymIj1VMXCMZS2c1kdyQ4nBvSsVUv +HBaL5STRVSsfbySbIN5IZLd6o8EAc4PF8qe85Ua6NRQId2bBYQ109DM3WCw/ +yltu4HxKQ2tbdj4lpb101UuGxWI5yWtuZC2dTKakXcwNFstH0juvZ8bcYLF8 +JL3zembMDRbLR9I7r2fG3GCxfCS983pmzA0Wy0fSO69nxu8JZLF8JCe39dg4 +3mCxfCS983pmzA0Wy0fSO69nxtxgsXwkvfN6ZswNFstH0juvZ8bcYLF8JL3z +embMDRbLR9I7r2fG3GCxfCS989paXxe+QiNr/V1tsSRzg8UaXSqCG7GmukCw +qS+R6G5pDAYbYvKzrUVyg9d9sVh+kZPbaize3dEUto6ub0ubmUz+M1xxQ9pT +9ZJhsVhO0juvrcWiofrm7kSirykEZwR7yhRvMDdYLL+oCG70x3pzf/ok0x1t +6ubxDRZrlKkIblTCmBsslo+kd17ZEj0dw6dPUr1dPJ/CYo02FcSNnqY6OKau +rg4HUa3/h3h8g8UabSqIG4n+4TYw0NMa7U7oT2JusFgjTQVxw8Yy6XQ5JmKZ +GyyWj6R3Xs+MucFi+Uh65/XMeL0oi+UjObmtx8bxBovlI+md1zNjbrBYPpLe +eT0z5gaL5SPpndczY26wWD6S3nk9M+YGi+Uj6Z3XM2NusFh+UeiWOXrn9cyY +GyyWX+Q9N3qiIZrzDbfFmRsslu9UjXgj1RIOd/anTTPZ3dZFj9IyN1gsv6hK +/ZT+SKixb/hTLQHBmBssVi3r1pvnBIabJ9wwzURnKNQivreD4w0Wyy8Cbpha +5y275Z6eTTfXBVrjadrP3GCxfCSPudEZiWT/bkKmvzEQaBL+ggJzg8Xyix4P +f+MxN8xEdz2+LSzUPKC9dNULh8Vi2eruu1q95kbWMqlUWtrF3GCxfCS983pm +zA0Wyy/69JMteuf1zJgbLJZfNGvmNr3zembMDRbLL5rdEtM7r2fG7wlksfyi +uXNiTm7rsXG8wWL5RcQNJ+f1zJgbLJZfxNxgsViFavz9C/XO65kxN1gsv2jD +9z/rndczY26wWH4Rc4PFYhWqeV/t0DuvZ8bcGCV6/dVvq54HVok6deqC3nk9 +M+bGKBFzYwSIucHyWMyNEaDTtcSNEbZe9K475lU9DzUo5sYI0Nmzl5zc1mMb +efEGc8NWkTe7qp4HVonK67ye2cjjBstWM6b/WPU8sEpUXuf1zJgbVdcN18/y +4CrLOvZV/ZeCbr5xdhlT+9t1M6v+i7xUXuf1zEYeN64dO6O8CT49qaNCWX10 +wmL496a/t0j7r179AzfGjinbb5n21voqVgrplpvKyY1CU3utfIM8j4e/8b70 +8jqvZ6ZeWm3GZVTQmF7psv0ourm8Cb7w/MprgmVmEQq5oYq48fe/lS0U2by5 +v9Il76TrrvmStkcMN6a+vtb7kszrvJ6Zx9zwQGXnBjROavllDABIaoBE3Ni0 +8Ui5rjIiuXHrzXMKOv7DDzaW69LMDWlPRbnhdId10j8bVxd6iYK44Wa0sPHl +1XTfL2+HGn9d/X1fS/szmT9x45dfUuW6VhW5UTkxN7zihGwFcWPSU6X29B/z +ITdefqmTtivBDbHAw48uxuaBH0vnxpj/HdwoLzcmPVlAS3jowTY3h90emvvO +298XlA3mhkeYUKygcdHJTy8r8YcXyo277ix4Mcb4+xfmPYZwgX6qFxzT9M5g +e77hepkbTz2xtOjSwABezLDEjcOHz7lMymnwlrgxv3WnPoUnC/khleDGkm/2 +ADeQoi4HlFxy4/bbvsINkRu33Tq36IozCufGK/9cU8rlUHmd1zMraL3o88+t +tN0/7p4Fbn71Pf9oPXHit4IK6r13NxRatv95v9u2zYiiyYUlS/bmr/HGNcSN +0C1yQxUdlpzUpTAG0HBDXx2iXnzevmooS3mTemLiEvc5L4gb1MvTlPbYMdMh +h8QNl/eLynFjwsPt+jQrxw1obz/FBmy/0ritx6Ze+sYbHPspLrkhjoNJunTp +akGl7ZIbU17qpGxLZW7LjX17T+MGteTHw9+Qi0nkQW4A9KQ0V63cD/8+M8km +BoN4BgoBAm99tivEDXGKkAZPpKT+cWcr/YsqvROaVxBROH0lcqP58x6XmSml +n6LnxnPPrnh5Sqe0U2zYb0xdW9BaFJzKcRN6QXtzcpO8zuuZ6bkhtfwSubGs +Yx9ewn1pf/D+UEW/9e/vnA6LvLFO5IZ4Fvq4NGexY8cgWz7/bAtu2HLjDutc +aO07d5yMx8/2959/5KG2hQt33Xn7V0bOE18QHPb997qpfq+/dqaKFODJ+Poh +Sqxff9jIx423p7ladyFyo2XWdtqG5o2/y7bYxdv69C+2uq+X7u4CJnrAEXBD +w42gMYwbLlNOpS67Wa5D06/uubF5U/87ziUPLfytfzm2RltBRcC/n326xU1x +OflIXuf1zPTjGy65YQwHaSncILfC9iA2ZvJKVXm5oZY/bqz/7rD6Lbg8biA3 +ABdUOODphw+fs+XGoxMWz2/dQem74QZ6n7jHDTceHL9ILWdx4Gh2iyM3Zn65 +TUzKlhsL5u/UVLSYc5eimJ/ITyVMIm4YFkg/+egHNynDKVQIr76yBjfuHyfP +T5WdG6AD+8+A3A+SOHFDdRbkxsKvd0G5Yc7hbkW/V++8nlmh3Dh27Ly4B6N3 +uGs/7IIbENirl5BEkxcYgkJjvufu+bgHuSEl/lzDCsPiBs1KEDfQH11y48UX +VtG3Tzw+2NNXuYGGj85hIsgQo3BuNExejimI3ED3NxVujB0zY+3aQ7iTxnLF +oqCpW8N6S4PYXG25ASVmlMaNlSv69McY1hQ2/AsQ+KI5m/jSJXuxWm2npcxc +vAEHwyn33Zt/0My044YKpXJxg1Jub9+NLaFQbkx4JItQcTmf1J6hun3KjXXr +DjktU4TmZA73elz/Ca1RbPxYFNDUpYP/+ONPvISmeIkbSCRozKFb5mDt2HID +W68Ub6Dji2tF4BeJ1zUduIGeTtxAJkAnRSoikRvoEYZrbtD2ooW9cBhEL9Qq +DGt2ZssPR01nbkAPy3YOCLhBcYhUwiI3aHQOuYHC1WUiN75ZvGejEFHcfVer +dDnghr4eUZgmQAC7Htt+PI4Dy8ANAIg4AT1ndvYN/8O4MS7LDf0UnmnHDXA3 +aXrddpko/EbbNMG1oe6AG1SeJOQG1IUtN+7N3eBE0fgScuPTT7LxhjgELbXn +6IebkBsdS/fCneV1/3ADXIkGfCjeQJ+VuAHxJFbQB//ZKO4vhRsk4sbkZ5bj +QJ97bvz0U3b4Anqgs1tiGAjl5QYKnUXixtGjuniDuPGYC26I0xDIDUwEShL7 +/i9P6RSLyNRy49s1Byk14AZdDs5CDGZHY77eJf5kIDxOcSI3oGBhv8oNqZr+ +cWcrUFGcLepaF89bjxDpSdzYtfMkcuO7rvi4exYgN7CN2XIDwqHt209oLmG6 +4wYJHRauCF05p/w/9MAi5AbEmdJXyI1bbppN3BBjm4nhJWqnkkY4XXIjmfz9 +9Omhl/PUCjfSPaFgNKW9tC03YP/nn/XI3KhfiOOKeCL5BRbFj1uP037DNTeg +naCni9zAWRUcrqQ1DzidkZcb2E/RcAO3oWsDG4PcmFgwN6CtEjf6+hKmAzfE +IZq2Rb1imhDmGS64AcEPcgNavthT0HBD6qeI3Ag/5pYb0IDF6YONLuKNkwO/ +4YgocWP16gNYtqnUZWg8g9ywKgj/ohC0MeiWZrnxccHceHbyclzErnKDptgG +uXHbVxpuwH4Ih1xyQ5yXt+UGXWWl1VzRX1RuAEgNq28utTTxbUs//3xO+rby +3EgPxON9ffG+WGsw0NDTn9RcWuQGzXOZDtzA/jKeaOQWM2BRUIJ0fKHcgGaP +3MCQFUcb8Knzr+b+hOksXzbIDWQFNhJsJ8gNXM6kcgMzSdyAG4GZ4wbR0j03 +YttPEDf2789yAzIPcSZd8cD+M9De4DZNeyRuYGoqN7AnqMYb0FM4dOgspVZc +vCFxA1e1qdwwrEEeahVwmBM3xIlR4AYc89KLq4gbvb2/4FkqN95r2oAXfe7Z +FVCk2DMCXiE31ClRqR6BMFC2yA3oGkjcwFuMUXluiONFwJDIm11iVYLhkLUT +NyDUkZoENm/TwSrOjUxvMBCoj0QiDfVwrXC0Ky1cWlpDInKDYG7acQMErcJQ +uEHTDbTfcMEN7IzQ/QW4AUdCJ/Tdpg2t83ZAC//4o81GbskBcWPz5v4H6heC +F/z111+nrfFAl9zADVtu4LDq2DHTsfWq3BATQW7AFSVugFHkDAViWh4kri1x +yQ0KKlZ3HjAEbrTM2o7cwIOBG1/O+JHOErnxwvMrqeKIG/ivyI3z59NQqoYd +N6CvDR8FbsxyGt/AmWVD4MaUlzoheMB24sQN9C804H88fhZOuX/c18SNvn2D +622khyBMO25MeESONw4ePIMbGA8Xxw2KFVVuINv37T198mQKok3DuvXAbQ7j +Bz03UMiNB8fL3NhrLTQS9wSGm1lhS3RFo93QQemFfkpa2K+PN8BnwQvg/mLa +cWPD9z//+edfKjfw7kAJFsQNaHjQK4GQA7mBJnIDoUTcuHDhCmQSuEEpu+SG +aTmCLTcwvAE/xUE5lRvY/PBE7D0tW7YPuQGB5S+/DHYEiRvgv2ppuOQGGAQb +P2weHCxFbsCF4OPVq38cOZI0c9xYmlvDZlqMIm4AQz77dIs5nBv9R5ISN6Aq +gRgqNwCeIjfA30VuwC0SD8M1bCo3xHgD9yA3oB6BzJDDcfcsELmBBtzARFxy +A1JAbgCmoCE5ceNZKwIEkOIYQkHcgIqm8dU3pq7FfOK4KHID9xA37r17PqAD +9lw7dgaUMH4rcQMKExBE3DCU0ELlhmiejG9kOhobu+Pd9cFoUtiblxu0v7zc +wIYtcQNpQGtEKQXkBj6wBm0vLzcOx8/hypziuIF5w/s76MqVP6QiErkhxRvi +YcSN5xpWqKVB46LiVwVxQzwRuIHROERfsAfSiX64KS83IM+mwA0ctVPjjX9H +ukwHbkC94DGQQ+IG9lYuX86YGG/kuEHJAjcgJ9CxeqVxDdwjbLkhxhvHjp1H +33TiBlALuQF7oGOrcmPeVzuIG1jX4g/84D8bxTRFbiAHkBtwU4AuKjQMyqeG +G8BD99yANgz/njt3SSqHGuAGkCMege5KsLkWuCFOWq1Y3idxA9s2pVAQN7CO +pr21vjhuQJvBR8AgvIGGDc1bLUgcAMETcTgRIxwsHzLihrizctzAjUuXrsDG +yy8NcQMwSNyAO6bIjTNnLpoCN8BUboDz4oI9DTdo7hhH/5AbVHedqw7gdCQl +Wyg3zFwEQtzAYXNT4Abcsl1yQypkDKeduAEfe7YcrTQ39uw5VbvcMM10vCVQ +lyfegPaTTmfwd734/JAjwC1Dzw1oq7iKww03xNdro9MVx42LF4dxg+z4sV/h +JjVndvHc+HbNQSduwA8EqpjD4w1r/cZO8TDkBj55QUYjaUBLKdkycsOwuvzE +jc8/G+TG3DkxfPWQyA1snMQNiBDEPEA/ReSGMXx8A3uXdHz3hp8lbqBBHwo4 +QIe55waEji9b+UFu0HIIXA1oFsWNN6cO3WWM3B8l0XADumnEDeherV5dGDcg +hyI3xvzvF9/nenN+4Yb7S+PvOn/+d9qTlxtQHRjhi4OlZlHcEL3GLIobaHpu +GNa4hGnDjWwb2937C3jK29PWq8kSN8BmzdxmDPVThnEDu8PSueDLcM+C+yY0 +HrXMy8gNnJCS+ilwUZUbUC8iN+AUSra395f77l1A3IBfNPW1tSI3wJXAQeh4 +99zARgIOBejQcEPcA4EB9MJwLbpLbuCoi8gNgBV8KxbyKQdu7Nl9Cj/GrJjn +g/c3qtzAqxfEDWjJNFwjcePkSXGJRNZGJDegFyBxY4q12hMaD/qpmJTEDXz2 +CqtV5Qbcg+A2RylouPHrr+lCuQGhr/pjRW7gyLmm0NxzA25S0rk4v+DEjeuv +nYnbE8NLoGxxuwhu4FVUboAHQciB3KDTi+YG+AvUI80eFsQN+uqd3HylaLjS +SeQGVBBw442pa2nayMitrysjN556YqmZ4wZdGtvnvyJdLzy/8rlnV0Ca9JXL +eAOnrc0cN/bvT9Ad8/TpC8SNZHLI3dBGJDeg8ajcWNy+24kb5AgSN37cetw9 +N/BVNngkWlm4gRxAbuQttCVL9pLX48oc5AaNDKAVwQ3oIaqXk7gB5dy56oB0 +osSNpne+B09RuUHRiIYb4kJWPTegC1YhboCtWrm/AG5sGuIG1C+tbCFuQBNC +bkx+2pEbZ88MdhMkbgwM/AaNX80hGBIAsgQ/XNwDvVENN2isFYfcoXIvXLgi +uRvaKOEGrt6RuDHh4XZcUCRyY+HCXVStEDMYVv/x2zUHTTtuXL6cgf4IcgMf +2nLJDbocNHXKOXSv1APEeCNfmdmkD6Es0E96Ak7DjezQih03cA5CMokbthmQ +uIFWOjfgd6ncgMolbvT0HBOrFbkB+6EfIeZQw4277pyH/i6ZLTemvj7IDXzq +zbTjBl2lXNzQWCJxUfJr5AYQQ8ONs2cvqeNmzA0nbkCzpMSPWP1rkRt0vMoN +NCdunD+fVgM86bcQN2hxhXRA6dxQ99ty496757/6yhonbqhzvqbn3Nhtrc4i +03JjBnBDzAZygxBBJnIDyopQozEnbuArffCVL6bAjfXfHRbXaUvc2LbtuJfc +wBwiN2h5rZnjhm1ShvLn5s3a5obtwjOX3MCWhgdAzUJn3yyZG5As0Ng9N/Ja +TXEDDW6OaiPxjBvg+/QXik2FG1RNaCo33nn7e1wTK3Fj7dpDWKF6brg0J27g +QKLKDX28gXuAGz//fI7+qrvEDRwlBmuYvLx3ODydTOUGFCw+iE3cgByK3MBn +CVWz3C0t7XTiRg2+JxANR6313Dh+/FeRG2RQSqVwA2zlyv1O3MBXfBfNDfFh +Q/EA5Ab4ztWrNp6bN/1CueGUTunc+P33q7Rf5QYUtXo6cgM2XHKDvgJXFfkD +tuWHo7XMDamZSdw4fuzXgnJo2nEDDJf02HKDVgyqVhA30GqQG6bS4ZK4gXVq +y41u19zYuePkyZMpHBQSU9BwA6LoormhOeCTj39wn6B6ehW5gRM6yA3JJG44 +GXU2C+WGak7cWPvtocnPLNecqFrnqgMiN3BSm7hBEACvhB8IrahEbhRnttwA +/qxefcCWGy2ztk8ML7FNysitJBFtBHCja128dd4Os6zc2O0QDWq4cfRodjXO +F81b3f9GN9wQl4IXarUTb0hWKDcwKenb+8YtoOdTiuZGEQaRIb2KAe3997qJ +Gy+9uOrw4XOYYRzIVblxTXCGyA3opEAkICZoCOu+ijNbboiJm4VwQ40GRwA3 +xP1LvtlTEDck1JfCjRMnfsv3m2wynJcbRXRPxNPLxQ3bbHjJDdUK4gYuyS4L +N1RDbgAKHnqw7fVXv5W+lbgB4c21YyvOjXQ64xT6vj0t+6SDaY2yitx44nF7 +bkBW1UocadxYslfDDeimiX4EZSu5AxR1KnV57JjpUCy2l15lxw18gn5kc6PE +eVjJXHID7JlJy5y+qh1uLF/W196WfYAdl3xL30rcMK0J0EpzQ2OFcsPWRhU3 +Srfoh5vUZDHeGBgYydyoSryht8K40XOsctwgs+XG1p5jk57sEPf09SXg9sTc +qIQVcWmRG6Y10F3uTNlbKdzQw21kc4Oehy3OCuLG1upxw8kOHz6Hpfpcw4qa +4MbEArixb2RxY3H7bnGs2xvDN/YUxw1xvMX2AL9wY9u24+oBTtyY8HC7x9yA +bLS3764pbpB5zI13pq3H95ZArMvcMK3Shp4mPYzsmUX/W3y8MTK4oTnRlhuA +i82b+r3kBtiuXb/YvnygjOYvbpQSb5w6deH99xybUA2uF9WYIays89KQGwf2 +nyn0RDjrxhta9AeMSG6glZEbr7vghgdWXm6cLPxO5MacuPGk9chtiVaz60U1 +Zti9YMQDQ24kEgUjSx1pl6zGuQE3Hdt5FvFEDTfea9ogPXdfkIncyDtS5I0V +xw3oQElPnRTXnFzahx9sxMe1xH7KxPCSMhYgc8ONvTF1Lb4Ps1A7ffoCvTjF +1mqcG25O1HCjRBO5ga9Hq7oVxw3VKsoNMvG5tlkzt0mTPqUYc6O65rRwwv3p +zA0vrYzcOH684GdSCjWRG9BPmfTU6OWG/rn10WbMDY+tXNzwxgzrD2rjtvTq +3RLNX9wAH6lcK/WjMTc8Nn9xo3LmL26wSVZ1bowdM116iLWMdv+4r/F5WMie +9ALVahlzA4254WurOjcqauPuGXyOvnaMuYHG3PC1lYsbcDevXNhQtDE3atb8 +te6LTbJycaM2jblRg1Z1t2VilG7MDY8N/wRStXNRfWNu+NqcuHHhwhXxLcE+ +NXpPYO0YcwONueFrM6y/u1TtXFTKmBs1a8wNX5tTvDEyjLlRs8bc8LUxN9iq +YswNXxtwY6vw54dGmDE3atY8c95UMim9aZ25waY35kbNmifOm2gJhyItLQ2h +hp7E0LOfzA02vTE3atY8cN7+tvpAY3YtQaonUtc4tKiAucGmN+ZGzZoHzgvY +aIpl/6RyujcaqGumP64cEKzSeWDzozE3asoCw63Sl+sIB0LNPelMojkUqIvG +xGxU+tJsvrYJD7evXLm/2rlgszEPnLevtR6u0tjUFIl2CMMbNpf2KUl8mm3T +tzn3abZN3+a8Oq6aiTcEApHuZHkzU7mDR0lOKpo458TjxD3OiUcATMWj9cFw +U2tsgIY3mBsjOXHOiceJj0xuWJZODgwkhhZxBNjY2Hxremf//3cUJUs= + "], {{0, + 0}, {360, 230}}, {0, 255}, + ColorFunction->RGBColor], + ImageSize->{360, 230}, + PlotRange->{{0, 360}, {0, 230}}], ",", + GraphicsBox[RasterBox[CompressedData[" +1:eJztnQl/FMX29+f5PK/k/wbyDp5/O+7L5Y64IRq9KjpeFTW457pwjeuoV416 +FWUJimExIIYtsoRlBI3ACAQhAgECGJYBBx3BUUft53T/Mic11d01PXtPUudz +xJ5KL9VVdb51TlV19//c8eA1d/zfUCh0jP775/8JhaxtU4sWLVq0aNGiRYsW +LVq0aBmbkkkmkynrv0y9c6JFi5ZGkUzfjOZQqCWR1NzQokXLiGQzqZTgS2Qy +2ZGNdBpbmUR7JJag/2frkT0tWrQESrLD3U2hUGt7R6wlEm7tSpvmYFc0FGpq +793VSf8naWruHc6m+2eEQuG29jbaqT9d70xr0aKlrpKKx1q7huzNgXAo1DWU +TcQibX2pzACBonWQ3Ivs4Iz2ntOJWLi1z96/tamtr7551qJFS30lm07a7kM2 +0dlKzkVv0gQ30n2xULQrmUoOJ1PpTDZN3LDiFDPT3x4KtWuPQ4uW8S6p/raw +FZG0dQ/Qr35rJCOTHe4KhZp7E/E2CmNiiRRhpLmTvI+BzuZQS0+9c6xFi5a6 +SnawJWQNXSSSVkyStX82RVp7B39OdLW3tbVGwi19yWR3LBqORKMRgki4a0C7 +G1q0jG9J9zWFIpafYWa7Wtv6M+ZQT6w9nqx3trRo0RJkSXe3RiKtsVhLJBSe +oT0JLVq0+JRMKpW2w5R6Z0SLFi1atGjRokWLFi1atGjRokWLFi1atGjRokWL +Fi1atGjRUhnJplPBfy+UM5NSivpnnSSbSqayqhT1z1oJFVY6I/5qhKIuWHQB +KuqsvdImO/o2lEbKvKv0d7REYx2x5kjnQP3NbESS8UiIpWUw65JJKUX9s6aS +6YuE7edP04mWcLSjMxZp6RrJhJSi/lkrSSU6Is2xjvaW6Iy+rFvRBbCos8l4 +c1NzR1dnS3NLX6oBinqgJ0ZNOdbV59IwAp95FxnuJsMctjLT2xRqG65XNhyS +7u9obuuhZpwe7O3ZtFDOpJRt9c8aZTkzPDg4MDA4kOgMh1r6hpI90VC0x7p4 +vLWp1drI5qccUf6sWVUMNoeaeu3WHAuF43sdRRfEojYTsXC027ra4IxIpOPb +RijqdKwp0mfZuTpvwcy8LKl4W1Nr3NrKJMKhpr4gPe0w1N3a0jloumVSSln7 +uepnjW4q2x8OhZrb2tpamqlnibYvebop3Juy/tLfTibVR15UW15Kj/Jnjd60 +kx3qCjXh7RyZGU2hl2Y92QBFTUXZSzYTz6QSVNZtffsdRRfAok61hyNxq3zU +eQtm5mVJxJqa7Le7UG6Jh/EgcYOktzUyI5FyZlJKmdWm+lmzm0r2trdbF+un +OCVjPbUaTtiXJtMLU/1KKU/NVv2sJTdCzX3JTDJhvVew84XGKGrKeHdLk/VO +xFg82xhFneOGOm8Bzbws6b5YU2uvtRUkfyObe82u9a6qSNdZRyalbK/vVf2s +4U1lu1tb44Px5nB7ykzFqF+wn27vbw/b/YKUslb5s1btITtguUeR1lhbW3d/ +0tkeglnUmcFO65WqHe3Nze1D2YYo6nTO31DnLZiZlyUz2EHxqZWLpBWoDtUl +Ew7JDnW3dVi92FBPC7WOpCOTUrb3KX/W9Kayg9abuMIzUmamM0JxqJULOyC1 +cp2fsk/5s3a5HuqmQo7Znq9LewhmUQ90RMIz7HedtYVb48cDX9TZ1HAiGorY +XFXnLYCZdxdrPLy9sz3a3Bmgt0Jl4+3NmE1pj1sjP85MSinqn7UUy9Ca2i0z +tMa9Wzq7rHHvkUxIKeqfNZTBnvZwONrZa734vDGKOtnX0tza2TWjOdJqTeME +vagzA70d4RFu+MhMsDLvKZl0Kh28FzlkM2nx4x/OTEop6p91Eus9GcoU9c9a +SmZ4aBjXbpCizqZS4hqGBipq59UbK/NatGjRokWLFi3VkpAWLVoaR+oNjBFx +5qSovOmdS945ODkZ8zsHJydl7qy5oXcOTk7G/M7ByYnmRqCkEfNsNma2a5nn +06fPLf3024qcamwUdXDuIsh58y+NmGezMbNdyzx/882w8f/er8ipxkZRB+cu +gpMTLVok+SZRMW6MDQmOtQZtnFaLFhbNDZag2WlwcqJFiySaG5IEx1qDkxMt +WiTR3JAkONYanJxo0SJJYvv3mhuiBMdag5MTLVok0dyQJDjWGpycaNEiiZob +f/751/JlA7XMT90lONYanJxo0SKJmhuZTHYMeyN0a8eO/iglBsdagza/o0UL +y/bxzY2hwyn+GTQ7DU5OtGiRZJxzI5k8JyUGx1qDkxMtWiQZ59w4depnKbE2 +1ip9US6TTjvf4aa5oSWworkhJdbGWsUvynVHaTMaa2uNdecNQWtuaAmsaG5I +ibWyVv6inPXCWHxBsjsa6Rwc/Zik5oaWwMq2rcc0N0SpuLVmBntaoi2tI9LS +EuvBd5xyX3gZlf5YpDXuMk6rAaIlaDLeuXHS4kYoXyp8mUxqWJQkyCBzIzXQ +3RQKVcPf2Lbt2B23dVXkVFq0QPq+OqK5IUrN4hTmRmagK2zzqnlG3vfgKpWT +ePzwFZfNqciptGiBLF26R3NDlJpwQ/yinPVpp2ikrT8pz6h45WTeR9+cPZtx +/ZOrxDcd0tzQUll55+0vNTdEqQk38r8oZ32GL4oQqaN/NHTxyglle8vmIr44 +uWb1/jFciWohwI7be6+qfDa+/Y2TdYtTXIW/8a7KCWV733en/Z90fufOMVyJ +avnhh/Pj9t6rKpobUmJwJi8qx40dY7gS1aK5USXp/qzy3Dh69Oxh4bmPwErw +ueE6v1MsN56dvm7c2o7mRpWk/Y3NFefG5ZfOaYjKokweOvQD/wzaYgmFv7Fh +/UH/5+n8ePz6G6nUL+P23qsqy5cNVJwbN924YOLV88rLly/56afMgvk7Sz48 ++P6GazplO7H9e//nGc9xiuZGleSrLyu/fmPypBpx4+DBH8ppFXTsiRNpKbEh +uLF3zyn/59H+Rr1zUUBmvNd3+rT8XHbApRrcoENqU1njlhv79xUxvqG5Ue9c +FJBiO4IgSDW4UbM4ZfxyY38R3Pi8Z1/wbadK4uRGPH54cdfueuXHVTQ3IE88 +1vPowyvLy5cvGfPc8JpPKcrf2LD+4OWXjtP1ok5uvD/j64emrahXflylsbhx +/Hj67NlMNbjx0osbpj+ztrzc+ZISuPH773+QYpuOpb6Y/9RA8ylFcePllzZq +f4NF4gY1gJsmLyj2tH19RytYpI3FjQemLps9a9unS76tODdefCG43Hgltqnt +2V5s07Fbvz4m7TD2uLFo0a6CpfTnn39t/uKw/3PWUehenvzXap87F+TGypXf +3XBdZ7F5GBw8U1luDOxtMG5U43nY2nFjUHOjsPjhxq+/Bm5h8LyPviFn2Jke +vXPJ/M4dPk/izo2WUW6sWvndpOuL5obaaoqVRuTGl1uCzg3KwK6dx13/VD43 +Vq/eL+0w9rjxyaL+crjx7+lrn2vr9X+5Ssk9dy8ldDjTK8uNMv2NU6d+/mzp +nmIPlyTI3KCgXirA6nHjhefXU2Nzpv/0UykPJ1qlOpB0/VMJ3BDniGnj676j +0g5jjxuLFpblb1BtvvTiBv+Xq5RUiRsz3uurIDeo/Vx4wcxiD5ekobnhatSV +5ca5c7/VnRu3Ni+acNVcPrM4LgrR3JCEapMcSP+Xq5RUhBvOFkINQEwhblx/ +bX24ceXlHbiRIHPjt99cuDFr5lbmxvnzo0a9d88pbAeFGx6lWj43Au5vlDkP +e+DAmWTy3MIFfrnhupsXN55+as3f//ahn2yUJhXhBrUc6aYef6wnMmE025Xg +xgfFHg655eZFSz/91iyGG3/++Vdp1/ISuvSqld+5/unllzY+9ugqV268+cZm +OgrpP/88atTffZccq9y4pXnR365058bYm4e9awqZ2E4FN5Z178WfwI3pT7vU +mhdPiloIsbhrN13C586QinBj69fy63On3tddaX+jRG4037QQs5n+uUF7FluM +arnqio6NG9yfkbz67x/R5VzjlFdim7hViJHg5i8O++HG8PBPzufCSF54zp0b +IppEWb16v1ckYrpxg1IowqJe49FHVpU5vrFiufzV7LHEjSl3LFZzg9oMtRxT +yQ0vf4O48fBDflf30cmlRzAuu2S2KxZYyuEGtXYsCh06nKo2N8JGidygMzzz +1JrAcuP1/3zxZOtqV39D5EY6/Wux/sb0Z9b+57W4M92LG17+BnWLisdaXbnx +9ltbWh5c/sRjPWX6G998MyztMPa44ZyHPXr07Pnzv5sOblAzdp7EixvSAKNa +nNzwcmNYmBsUEH3w/tec7ocb/HpAcOPYsdGvh1eWG33FcIMOEd9Lg2aMcvC5 +7qvi3CBb2GBzg+xCenjB4sa/AsENcQhFlBK40f6mxQ26emn+BjUkjAOPVW4Y +9rP2xI07pyyhapJK6crLO+Lxw2Z53LglN8B4/Hi6YLN35Ybr5cQdcP7HH+v5 +7ztfcXoJ3BBvf+q9edy4O/qpVDjkxBacYRH9jQv+128LNPK/Y04/33nrS5Eb +1BrV7RncmPnBVvLWfF60YJbobNigXlh8P8Prr33xr9bPC3KDOqBKceOi8EzX +o0rwN5543PIo0MjFmy2ZG7fa/oY1JGW/IHEMc2PHjmHiBrmal148Wyylb789 +ST/nzN5mlsoN2pNaC/sbnR/vIOsrmB/mBhkLFvpWkxu/eHIj398gT0ZqQm+1 +byF7UZ+/UtxgBTcOO6Iq5xmopsiBrNQHcdjfoDPfeMP8RQt38YW8uEE/J149 +rxrccPob5ALRqbxeLq3gBrL3zttfSonEjQcfkLmxu//E3I7tXrmFjHLj02/H +CTeojRHJ+U/PtfVaKN50yCyDG1SbIjeid1nc6O8/8ddf7gP+Ijcuv3Q2BtAU +3CCsoerJrpkb059eO3nSAroWXVF9+ydP/uzFjfvu+UzNDfLPyeVQn5+58dC0 +Ff57Lic3ns6Nb4z4Gwlf/gZZ95TbF7vuQL6fetTItKNXvorEjYULLG5QJTLQ +XP2N2Msba8MNOglFkSX4G8jeF05/443N0xz+xrLuvTfdWOAZJYkbczsS0g6B +4kbJ87DMDRSgyA2qHSc3UNFPC4ZMP7PZP81iuEHpv/zyu1d+kkmZG9dd8zH9 +pIpIpX6R9mdPmJS5Qf8+9ugqP9wYHv6pZG5Qa+QoYO3aA64tlrlBTm9R3BDH +N26avABLa4xcJC75G84lVeAG3YLXDHhC+blnyLv//YqjM5DZdOMGmRI1G3BD +jDFrzA1qfpXlBvkb5EoVyw1ujZRD+pfiIP7TGJiHHRhIcnsY8Tf+tVoyHNHf +2LTxELhBliLtVho3MNwqCZ3HlRvAFG3s2nVCOoS5cdutnzA3yO30yQ0eKHBy +QxrQcBo+tUaK7LDt9dV1PqeCGwSBo0fPSkeJ3CBsqrmBaIus6eN5O/gM4kqb +z5buIQdDvITIDdqTH6kgOXPmPL6GTNzgbFMfur53kMIBkRt//vkXdzfgRjr9 +K5+nNG6sWvkdL8gvmRtG/hJQ5gYFGk7AunKDXFYFN8gzn3TDfGfGSF59ZdNT +T65mf+MRx3tCGoIbru8zpwLh2jTsEIz9jYLcwD5UMuJVmBukUga8uEFdpDNj +iE95cNsPN7hlwt9AoApukOFjfIOyx69EkIS5gZYs8ZCshn/SXeCvcDyWLdsr +cmPbNmv5x7UT55FxSSVQkBuUTuVPNojFXWZusFo6icgNQr14NqxboFCIh1Ak +bqAkxYuKoJPclTff2IzniCVu9K4bXLJ4N/2cdH3nRx9a7jdz4/Z/dDm58eD9 +y/BmhqK48dqrcX5m7YbrOgk+zhKTuLG4azeuInJjaOgsCpZsnLnhXMflxQ0K +253c6P5sD96loKhNiRvOFQi14UY2a82mZUe/spRNJVM+v/NYFDec/ga5uF7c +EJ9PH+XGc+uvuGyOOP1n2PEILG7ligGRG64P4x879iP96ciRkc63WG7cOWUJ +HpAZ8Tdy46IzP9hKwS9ujQpEvEeFv+HFDUwPUbGAG+hTwI3IhA/XrTsgVYEf +bqCgeAfaOHjwB2kHkRuSv8Hc4KleiRvSrZnFc4P+fX/G12yhSGRukDdeAjde +fnGDM7Igu2MmUHOSxnXnzN5GDonEDc4SzoZWBG6Q+RNLmRvO1xp4cYPaHnOD +Z1vwLZi9e07554YYp0Bqw42BnhhdKNZlf+kxnWgJRzs6Y5GWLrG3rhI3yD2m +n0QM08ENcR6Bj8J4yPHhn8Q/gRsXXvABhTBzOxJ8UWo5Uq5weD435lCFGjn3 +piA3SNE9YVvkxj+jS3FpCtz8cIMoJ5UGOa4j3Lg5jxvUhGbN3IqvkhFpS+aG +OEJCG9TCpR1Ebkir1LA0gro2+BsUaBTkBvkz7JyIKytMgRsUj/CBE66aS7eG +J6bL5wZi/6n3dYuJFByR8y/6G05uPPrIKqIZmsrVf/9ILJ+LL5zZb4cheN0l +cWPypAVUNSI3/Psb5FUyN/gQcAM15VWblP8gcINqNdYU6bMwke2JhqI91rRO +vLWptWd0fqd8bky8eh51mkikqsdR113ryQ2x0CRuDLtxA/uQc6vgBnUN2I1D +e+YGmrErN7hl3jx5IXMDU6jlcIMam5Hvb4Akpt2YaWPagyNlSPtQF7Nh/UHD +9jeoUWF/sgj0bob9ltdb8p+SM+0hWYpruADj9p1yufXlnmvAbLiaG1u2DOGv +QEEyec6wv/jj5IZhLwg37cCKdsZU8unT51y5QRZ6z91Wuc2etQ3cIOsTG8Af +f/w5wo3HCnPjzOnz4g1a3Lh3lBsU36EFXnl5B+9G2xQBiYX26MMr33v3K2oq +1NNNjORxg3Ymj0jiBlW9098QjcKLGxRZUxV7cWOaWy+ARYMAeC25kRnsaYm2 +tI5IS0usxx7JSrWHI3FrK9nWFO61Taq/vSnU1ifmxHWo1pMb9y8TGxK6Qjz+ +Sbphw0E80IefrtxofeJz+nd3/wkzv016cQP+hpob3CAxKGcK3CD3G3/yyQ1E +JQpucKV7cYNulrapoPhCK+3ns7CexLBjE7RzKr22f69DIvkbzI1tW4/RXSMd +T/dILQ12zY6NxA1ek8kDLyI3cCyfCtTiS1ABonaQwrOlphBUghvtb24hGxT9 +Ddq4f2o3cwNdzNyO7UiX/A2MY4vcoIiJq5JKj6pjlBtnZG4QS5kbFIDcdOMC +2iYI81MMXtwwbO+iZG6gJYvHEgcef6xHTLT8jZyZOLkh1aZhTyRxCYMbGAsC +N0L5YlZWMqlhUZLodnPcSPc1hcIJoCTeFs7nhvNkCORduTHaCO1ZFSreYrkB +xVu2xBRSCoGpF+MLUcOg2rzwgpkvPL/elRu0jYc3XblBtm8Iq6wV3GBl/7wg +N6irBZFoe9fO40jHlBB6PbIavhC4gWgFir5Y5AYp2Rr2F7mB9ubKDfb9vLiB +dIkbi+02yaeS/A0/3EC5uXLDyDl4EjdIC3KDAgFT4MbLL25QcePmRTyqQ9wg +DsCo6V80IQU3SCVuUMyo4AZx4J5/LvXiBhSz/I/bz6S4cgPRKHODZ8EMexLQ +sKe0RrjRvAgri+oYp+T8jVSM/A3b2vrbw6FC3MCQneSSYfXa5ZeOzKViwEFS +5gYKwZUbeN7nwIEznNJ800Ij17fC/TZz3IC/QdzA6kGM6YncQEse5cbJUW4g +5fX/fCFyg26KGiH24ZY56fpObGBwDIp5HC9uvPP2l9Qssc2mF3t5I2dG5AZc +1uhdn45y458yN+Bv4B69uLF69X5sSNxAOls3T6A7/Y1XhcXbkKK4AQDis63g +BizayHWaIjfgi3pxgwJ5iRvwNvGqNIkb4hd4XbkBL/G1V+Nw5Ew3bhj2Yp4R +blw9TzybYY/cjnIj50Ai5ISquUHVRClY62XY3BNvlndmbojp4AYeW4a/gUKr +EzeyqeFENBSxR0UznZFQtMcyN3ugY0iREx6wkriB1sh3DW48alcTFy9xAw/0 +SdygSjTzy5m4wWE+wgRSCutEbpDjyuMb1L8bdrBs5CJKNGkqcywMMPK5wSmj +3LDfA0muETmBJ0/+TLnilskZwOSC1cCu/Zj9Da5liRu35bixx36TjOHNDZib +qApu4G0erOinDMGxMR3c6F03KFo3cwM+ISudeX7nyCADz2VznCJyo9+DG31f +HSGgoe8Q/Q1RJW6w4slHPtusmSMFS9yAm4dRcapxcsam3LFY5AYFIGI2DJsb +PJ9CrQLkv0ZYmg6v79ixH6mu0WXQTy5tyd/A7fC2xA20PYyLGo7ROShW++Ci +9G9R3EAfwa87YG7ws7EKa62CZAZ6O8Ij3MB8SktnlzWfIi7iceYEDwYaDm7E +Nx3C7KpREjcw3shK3KCmJZktWbQ40E05ATeoBYpOPvwNNGksW2J1coPCHCOf +G08/tWb5sgG6F26ZrMVx49ZPsH3KXnBOSg68WSQ3EJiTXnHZHDSqb3fnDWaq +uCE0TtGsuOKc3ODByR9/zODhuy2bXfwNNiKnv0HlSVVsOLgBihr29CX9S46N +xA3J31BwA46cyA3pBmFcPL5B3OBi5N1gwh/OTZA9kudvFuIGt0ZD4AYUBcXc +WLnCei0GXgnCSoZAKIa/USw3AL3/vvMV3xq40fqE/ARTndZ9ZVKpwl+AkrhB +t4BRGqwSZAU30P5Zb7huZKmDkxtSC3flhlSelBNMulEL5L7VyHEDfhE8WFYn +N1jR6RA3KM/AHbvKrMwNyjB6EDFXEjc4ZGNuXHzhTPEQ7tOft1fBiYpyo8hF +HN9Aozpy5Kwz80aFuMH+BpWGYS/bkLiBmWL2DSRuxOOHqXOEHXn6GzY3qHB4 +KhYq+RuIC4x8biBXt+cQpFBXbnDfZJbHDc4bFANZzA26tJmb4hGVLAJExTCL +eLN8IQwuscKmMMsm3hq1LiNA3HARZ044xkfzI+NCV7J2zQGplAx7agA/ETl2 +zNluCNzA21q8uMGDVJISfMgfMGxuTMvvs0ba/8AoNwr6G6K+926fyA2n3bHS +7WDdNXeapoMb/7jF8jeos1iVcyfgb/By+qGhkbEvsU0aAjeoPYvcUKvpzQ00 +VyNn3W+1b/njD2vYR+IGWT1PDmJyh2qWQ3IcDveMbZyDVpyZIkSen/LiBpT8 +RskcGFk4mxgXYOiAh5fR3iZcNVddIHncmOzJDXQ9ziZB1Scm8iCbkZv0l1Tk +BtU4T5T7qTgs7TPs8XbxT4hJObzi8/OgUEFrrZc453ckf4NvB7bMyrcmKvwN +I7dEgbiRyWS9uOE8HBZH/VSOG7+7VgQ1DzPHDcldVHPjhefXi9xQqJMbortl +2o+/8SyS2ImglbLCNWpx0I+58ez0UW7wWKhX8/Ppbxi5tRASN0QFN8i6eckc +DkcoSuRBisQNfD38rilW48dItX9uPCc4XTwYC8VwCk8r3+bD3+DmIa5RuX/q +KDeMkVaaeOnFDfh4jXS4c8yNlWjjTGRQwLd50x4cdlWnv8FdCY/XQaWxLChz +g8pZYaf1lYJxCt8OD75B0d4eyTdAPLJ9UXjmQy3Wo9+I6/1zA8rcoKgBMzuS +ohmgSbPxQhXcIIvo/myPf27gUXE2eTxawi1BdMK7PhmJ3MnfkNagghsrlg9I +52duYJDEj5r2c1uGwA3XfbABbkjzKaKCGw8/tFLiBjbYgZHiFCzdhxb0N3hK +CypxA28WhWJgmZ0cn9zAcCXh3ciZKgIo5JaaInksIMAlF81yNglx4ZykYlDM +KjkYS3PjTn4qjrclbqjV+X2oIHODs01urdhh8WOVUF4XIarMDbsHIW449xQn +QSRlbvAqUEkxF4a5FUn9cMNnrWFgk39K3OBRLEmlXIEbvISJFes3qOcSnwos +2PzAH9ObG9L+Cm5g0dpD01bg5R58iLQb+xvgg39ukLMhcUMc5JHaErjRs2of +fvrkBnx+wjun4PUFhoMbrrem4Iarv8GxRrEqXkUaOREnGpzaoNwgE7hzymg4 +ho+DSyr5Gxhp5CkMBTfwtmdXZW54KaZsuEmLWiluXHftx7NmbiVyevkbRXED +K0BEBTcMh0+rbn6ff77PcDMBVrwEj/dXcAPkIWjwW31czywVsjjmQNygIsVz +bU51+hvOwWFWzAVvzx94L6hArjhPxwOqa9ccoKbI3MCLRKTDi+WG/wENSV29 +F2d5OrVBuXFvjt5QvO1frVIgr+CGWtUcJt2547hrOn+s0/knasZFcQMu5Xvv +jjiWVeKGfzV9cEMsQDP3yQBXdfVYnGeWuCFNnxn2Al2f+VfEhhijKJobt1vc +QDVxYMXVR9ygxNL8DVctmRsKHZPckExADIS9VOzvjDK4UWYluhr1lZd3FMUN +EIMDUkyNGR6N0KvQ0OP7mVgsqJlM1j83sGpXMS7qCl52FFklbkwURv7VbZ72 +lPwNxf6lcQPz4Hg5sOS2gRuG4DngZR2iKsZFpbVGUF7dVzO95eZF0ovlG4Ib +4lC/kVuCW5TC/cAgfGUV32p31euv7eRIWdL5nTv9j29g2JyXm4pqFskN/4MY +Cn3h+fUYZldcXVRpqYCkBWc5oRI3nCvl/Otz3nEKtLQ4xVXxOLaovDKHlfwN +r8N5fLXaWrAWiKhqa62XOOd3OM+8og/qHNwrqFgt4JxNKF8V/gZ1PV7ceLJ1 +tX9uuA78Qs06cYO/fOdnf3VcKa0ZgEoeglErbkQmWGEpr6WUFn96qR9u8AMp +6jnueql/bgR/HpbzLHHDtaWpFYvD+cmsCqqCGxQreXGjUqoI2arKDWz4dPxK +4IZTa+lviE/0V0qZG9JgnWEvGfU66j7HzlXShvY3pBTOszTXjGGoohT+hjhi +XylVj2+0PVugiVZP3blRfNE5lbnhHGV1Vazd9VJeJK9WfrsOFO9bLk0LckNa +IFRQsV5XrcwNrJ8Pmo5JbuATbOUoFjS6LrQoU6sxuF0RdXVFKsINXs3ikxtq +VUT3okrcqKq/wW8z8KlFcSOYOia5IWnJjX9ccaOyRScq3ltilNfpszqnTly1 +ltwQnxDxoxdfWPgWAs6NgsqvgPOy1nqJf26UrF7LPqun4htygqB33FaBedjK +cqM0rSo3ilXnpInLPg3OjW93B9ff8JpPqZQ6nwatttbRsly1Iv5GYO+uXurn +0Z5G50Z//wkvO62v1MDf0FpZvWvKkmpfwksn5b9So77qh8Y+h3ECq2vXjN84 +ReuY0YbjhmKytSGUn5vwstZ6ieaGVv9aDjec71IoUzU36iiaG1r9641B8jfG +g+7cobmhVWuttdH9Dc0NrVprr5obVZIazMNq1aq1NN2xY9jLTusr2t/QqjWw +GmR/Q0qpe1lp1aoVio+rKqy1XqK5oVVrYDUI3Mik0+msnKi5oVVrYPW6az5W +W2u1pTtK14zG2lpj3QPqnNS9rLRq1Qp9vq1Xba3Vlkw6hY+VdkcjnYMZRU7q +XlZatWqFvhLbJNpmtbmRGexpiba0jkhLS6yHvyfdH4u0xlNiTqQpnrqXlVat +WqHRO5eE8qWq3DAzqWFRkiOgSA10N4VC2t/QqrUhtMb+hlMyA11hm1fNM/rU +Oal7WWnVqhV6z91L1dZadUknopG2/qQ8o6K5oVVrYPWhlhVqa62B9HdEESJ1 +9PNoh+aGVq3B1SBwIyfZTGbU6dDc0Ko1sPrQtFK4MdDbm8xtD/V2JVKqnUsT +/VybVq2B1an3dnvZqUISsaZQODaQTMY7WsPhlkS68CElcENKqXtZadWqlVVt +ra4yGO+OYUyiuStjZh2LxCsgmhtatQZWS4tTEu2R5hnxZHIgFqEjwn3a39Cq +dTzpww+tVFurqwwl+nMrtLLx9li8OuMbUkrdy0qrVq3Q4rmRiXe09wgLO4d6 +uwe0v6FV63jSaQ8uV1urJH2xSGvPEP8c6GoJhZp0nKJV63hTtbVKEgs19YxM +waa726LtvdZQR7w63NDzsFq1BlMvuWiWl526Sl+siRyM1raWcCjcYa3byLY3 +havEDSml7mWlVatWKHPDy1odkk70dnV29Q7ZrEj1d0ajM4aqMBGruaFVa2C1 +eG7USDQ3tGoNsqqttV6iuaFVa2D10otnq621XqK5oVVrYPXiC2eqrbVeormh +VWuQVW2t9RI9D6tVa2D1sktme9lpfUX7G1q1BlnV1lov0dzQqjXIqrbWeonm +hlatQVa1tdZLNDe0ag2yqq21XqK5oVVrYDXI60X1fIpWrYFVLzutr2h/Q6vW +wGqQ/Q0ppe5lpVWrVla1tdZLNDe0ag2yqq21JpJNJVP6O49atTaQqq216pJO +tISjHZ2xSEtXRkjW3NCqNchqKq21ypLtiYaiPcO0FW9tarU3vHJS94LSqlUr +q2ibNedGsq0p3Gt/RqG/vSnU1ifmRJriqXtBadWqlTWULzXFRrqvKRTGZyJT +8bZwPjekfeteUFq1amUVbbPm/kYqRv6G/YL0/vZwSHNDq9YGUdE2a86NTGck +FLW/rGAPdIx+mUVzQ6vWIKtom3WaT2np7LLmU8TPKWhuaNUaWH3wgeK+11Yd +yaRS8idYNDe0ag2sthT5nceaieaGVq2B1SBzQz8Pq1VrMDVsfOBlp/UV7W9o +1RpkVVtrvURzQ6vWwGowxkVdRHNDq9bA6kPTVqittV6iudEQSv1O3fOgtS6q +ttZ6ieaGVq2B1UcfWaW21nqJnk9pCH3t1Xjd86C19vrs9HVedlpf0f5GwHXS +DfMNzY3xqm3/Xqe21nqJ5kbAFdy47R9ddc+J1trr366cq7bWeonmRsB18qQF +9O+8j76pe06Co1de3lH3PNRGtb8BveKyOXWvi8bSmyZrbsg6frgx9b5utbXW +S2rMjXvuXlrysXdNWVL3eqyZtj3bi42bJy+kfxcv3l33LAVHxw83Pnj/a7W1 +1ks0N4Kp1GCw8cDUZYY9iV/3LAVH53fuqNKZJ1w1t+53J2qQudEo87DV48b1 +13bW/e4knfnBVvFn+fVy4QUz635TldJFi3bVPQ+1UebGOJ+H/erLIyUfG72z +WtyYGPkIGxeFg2JcFNiKP8uvF80NP3rDdcHqQYLsb0gpVS2Hcs5fPW6I1VT3 +piLl5PHHenb3nxDLbdL1fts2xlTHni5btnfXrhPqfV7/zxclnLk23Lj67x/5 +3FNzA1rO+avHjeabFmJj1sytVbpEsTr9mbXYeOG59VK9vPvfr3yeRHSfivU3 +bmleVP5dPPzQymoUTu+6wYIN6eWXNpZw5siED6uRYUnHJDduubkCDcZLTbu6 +77vnsxKOLSfG8dLrrv3YEPrlUyd/rkGz8dlgsLF27QHUC/9p29ZjPk/yamwT +bxfLjSl3LC7zFsgGn3lqTZlV46rr1h0wC3Fjw/qDtampEq51q28mvz+jYbjh +mv9LLppVkRLG+f92ZSmj1tnsnxWv8YlXzxNvuSG4Ed90SNr5qivc5yXL4UZF +tEpD2SgT9T6lcWNw8EwJkzXVY1QDcePvf3Nx1Sq1Xsu0q/veYvwNnhrz4gbR +e+mn35aWH3CDg4JTp3xx4/XXSomdi1JGq4u/sU32N379Net6kkceHg0TiuXG +nWWbPPkb/kOqorSv76hZHW7s33/6jz+K7p4+WdTvZzcsxfGp106cZwSbG9L8 +zu3VfBTCtKt76r3WZAHGKy6+sEB7Zgtiblzwv/I+JXMDWWJ32ic39u45Vb0i +gm79egQO5XCDIho+sC7cmN+5M3f1D4o93Gty/I7buqQCEfXJf63GhsgN/28v +OT78k39uYPgoetenZ89m/Oz/0YcJrz9NumG+NOghcSP487CmW43woEeZD1iZ +AjemP2318gVXUBf0N4wKcYMsy2ecMrBXxQ1YaJkriHgQw8mNb789Ke3shxvF +avkhhs2NEZ/fOVpy262fqA9nbtx4w3zxcWA1Nzg0E7mhaGPS8O/x42n/3EDw +TqTyyQ1FNqizJm68/dYWTnm+zVowHGR/w5nImf943ki9z+3Yjo0tm4fKaUs4 ++YP3W2sgwQ3Tu2HzWmsoV6iLv7F0T2n5IU/ezMUp1AyGhs76OUrkxrJle3m7 +qOkDxIPUvF1LgLnx3rtfSZVycPAHaWdwA0/A3T+1WzyJWaq/UZQ+NG2Fazpz +w0kh/9ww8gNDNTfQqIx8bnAzdmrs5bxpl6K4gQlx4gZlJpX6peD+imw4ufHe +u31GMLiRSafTWTlRzQ2u92TyHDbK4cZNNy7AyRfM32kU4gZVqE9uXHVFR7Hc +6P5sZH9wAz4hcUMRp1x2yWzeVnCDOlZ0eeL+rgpukBPlWgLMDcw5mvncIJiI +O4vc+HBuQjyJWSo3wHaf6jV/ze3nFWGE1qfyJBf5G+1vjhoUc0Oal6d0+nf2 +rG34KXKj8+MdXgszHmrJI57IjZsnL1RXIrjx1JOrvaxGUvgbrtUNbrzz1pec +Am7MeK9PNMzac6M7SteMxtpaY90DBXMiZV68WQU3GPVOnXj1PCP3pkTaOHrU +6tYRHZj5xchh9dd9R7/cYk28osFTgFyOv/How3mewLGjP2ID3Gh94nP8PHt2 +pNdwhmPioBa4gSdHli8bGG2E01aAG9QGCs5jUiBDNi4VOCsPYuzff1rax4sb +lEMqmXXrDoyepFb+husAAoGRLUj0LlCtSCFWu47Dc4FTp3Du3G/i7U+5fTEK +xHU9jys3qKP3Gi156cUN4s+C3FgiPGAIRDu5IZ5TXHLQiNzIpFMZe6M7Gukc +zKhzwpnncS1OjMcPF9Wi0FOgQ+eTw2xducGLIXlnngI23QqceiVKP3nyZ9cY +4RqbV4bDkT52LI8bWCN05vR55oZz/Y/IDcyEosGDGxjdpRiBuFeQG+1vbDZy +3pdU4Kx0R4nt3xvCa2n5T05uUFPnHZzckLpUn1qUv/F5zz5nosgNMVcrllsl +xmRWjMNT1Xd90i/dvhc3Nm20KoWHGpgbdBIFN+hsYsbotMwN8nOc3ODTkouF +7sPJjS1bRvtWn9yAwmOEghvUikTDrOP4Rn8s0hpPiTlRPNrG9W768DcOHZLj +bqlF8cnBjWenr0MiPMyResyZG+8MblB3ST8RAqxZvZ+8EedpFfrYo6vEn67c +oA3mxr+ny76TuAxpYCBJ/37zzbCRswJkkuh0V44brsvn0HrRtiVuXH5pXhOl +xF9++d1w4wbxBNyY9uBy5w6wUKyyFrnhf40iWniFuLFTzBV05crvDBsX5LCR +WXEILCnl/JbmRYu7dku378WNPrtJUDrmbjh0oi6A4hSJGwyEXTuPcyKFxqbA +jeabXPwNVIrhxg12eol1vH9R3PjvO6PdAfsboXwpx/ZLltRAd1Mo5NPfmHTD +fH6AiBM3f+Hpb5huBaLgxsTIR7c2L6IUsWt2cgOL68CNTMZyyLdv/37fd6ex +G/wNEqelG8JDCmpuLFu2l+JfU+CGU8W1EHC6YAsrV4xyg/ahxqzwN154br3B +3JhcNDfwFgLiM556w1gc7/DG619QG6ZckfODcWwxTsF0dtgoPB+Ks/nhxhOP +92BDHFRh9eLG3A5r57Z/ryMzIbP6/vufxKNefGEDZ+PWQtzgfu333//A2BTv +uXHDiGPgyg1QlOJTkRtUlabADcNtkIqnrogbWMD89FNrkJ/Vq/dzzkV0GDmA +KLhBgR7F8s44pe7jopmBrrDNq+YZhSMmw3baacPJjcHBM4r2xttsp+7csM2W +WsUtNjfYusn6eDSMd2aMcwpx47vvkkY+NxYtdHlGsiA3KLqhYynWIEjSBvd9 +zpXAb9rBBZTgSYZw4IBVFKvs3hP6aCFuILQ5ac/2FsuNC/53pMMibjxth3gK +bvSuGzRy3IBzgpBN5AavMuXHgaVyLqiEBTgzuJzrDthAEAH9zK5QalqzZ22b +em+3dDkOHMxSuYEuXs0NhMPEjZ07BG6s/M7M54ZTRW7A33DlxunT5zCRys2D +coX5FGfZUgpRlLhBlBgeHqFoQMY3zHQiGmnrT8ozKmpu8EI4JFLJmHYDdi1S +UygQasNGIW4Qk8EN1zET3pl9AE4hbvQ54hTTral7PRQpcQOTcaZd3VLrZSXT +4AUkRC3aGXHZSokbd336Sj43xCiMWhHFOyX7G4js6Lrnzv129OhZys+uXSd4 +B5EbWOPh5Aavv/IajbwoPNOrMFk/XTKyWmbB/J1YEerKDToJuEFw+EKo4p5V +VpMgbsyZ7cIN3qaNf9zyiXp8Q+QGWfTaNdZaF5Eby7r3unIDbZi4gcwYvrnx +229/GD64QdIxZztqnIe4mRv/jFp+Iwb9qEYoBVOHjz6yirmBcWOiR0Frrbb0 +d0QRInX0p9U5MXLc4CDRFLhBiVIjF/dBz86YJW5MuGouWimfHK4pc8N1zIR3 +Jm5Q/ba/uYVTyD3gNQwUhIrZlpTn/dX+BgtzA52FqGQa1DgNBzckf2Pr18dW +LB8QuSGuScvjhnJc1HTjBiL6gwd/cK1fJzcoM2aOG9J4C/2Eh3bFZXN49Fgs +ecUKT+YncQPzF8wNEZJmjhtkIOI0BEpshBv3Fc0NIhVSwA1YH6azIeAGPBwv +bqABy3FKedz48UerWvmOwA3iErhBhJS4gQiX8kAp90/tftQOmXmm74P3v75z +yhIqYbGK67ruK5vJjDodam7wI1SmwA3yll1XjdKfqDr+1fq5kc8NMiKRG2Q4 +CAeYGwxqZ+s1bG7QOZkbEF6gJRo+H8svyyqWG3TXhh0uOafgfXKD0teuPUC3 +zAEXD8UY+dwwBCZQeEt5fvyxHvH2ndyAb7N3zynXegU3yBhpnz32Sng8N0rc +oIzd80+rrTINmBsUrTA3yFumnzibT25QzEWxD7hx5eUdxA2xzYAbZDvIP2y8 +7ytrWICySpal9jcuvGAmccm5A0TkBmaUIE5u0G4SN1A7EjfoXswcN5wdh5Mb +WGPzTI4b6fSv/rlBRvRNYpi5IUpQuZEnJXCDnGT2plgHB8/Qn15+cQMKnKfR +ndwgQZDI3NhuTzh6cQPTo1QpUiZRL5JlGXZXwtvMDemZDk9unLG4Qaa9cIE8 +WuIVp8DRvfzSORI32N8QF4GDG6DT/n2n+brgxhM2N6hzxE1hEFi8O3CDujnX +qqQenBozXZ24R1HMA1OXIR3cQB/HKvobvP65BG7QnoQLKhy6KDV1CiLQZu69 +5zMznxvTn16L5eLgBjmKTm5Q+GAK3JDapCs3nDsXxw3h/T84HNww3ZxAkRvU +wnk5AQ505cbmLw4zN3hcFNzgKQbpTjFzF3xuOOd31Nwg+eGH865mztzgYQ0/ +3BCZ72weXoJ6wZw7Z1viBjojUg5AoDyG78oNUuKG9Agwef4SNw4fTlk3+Pk+ +Q3jC11RyA4aD7MGaIOAG9mFuSFKQGxBwQ0yhGPkR29+Y27H9xhvmY05n8qQF +aMYUy/AaaQU3PhNW1nlxA2hycgODMMSN/7wWhy2jKKgBTH9mrVh3l10yWnfO +2y+HG1JkjVVw5Mei7SGsw+HMjWenr0NwJ76mAD4n2u3x42nDXu6IAyVukONH +0QdteHEDc0yUB+lO75qyZNL1ncSNuwRuNMpzba7cIBvBDhI3MElq5rhB8TV3 +Ya7cgAfO3KB2yG/cKp8bhtBZ8OvT0cWzcv5d4xRXbiCf2N6yZcjMcQP+BrhB +gQalU3sQF0tI/gZ1fMie099An6jgxk03Wr3kwEBSUSxu3BiJU6jE/vzzL3Rz +Zm7ySCy6tmd7BW5YlsWvAQE3sDDJv7+BBwooqKRt7nlhL+KwsGvdOW/flRvU +NWAOnQXcQDaYG7zYg4NNkRvkPz/X1ovD//rrLyPfzRPHkOFviNzw8jdYMF0r +ciOx/XsqE8DKNU6ZGPkIJf9qbJP4p0bkBtkCP5uJHmpiLi4mUCAd3OCTGLn1 +olKNS/6GaXVM8nhCwZx7ceOdt7/kbSwVcHKDd5C4QWZl2P2LghvkRmJnJzcw +Ni75G7xSSOIGBi0553TR2//RRd2ightvtW8pyI2nnlwtHU43RTkHN0zbfp3c +wHg+cY+Zg4fEsQ6E8kbcuDv6KX5K3KC/ru8VuGFPnYjcIO9OvAvEKeRvSHen +5ga+dymmU3dM/owrNyZcNRehqJMbOD+mgZgbivIsyA3J3zhlD5I4T9Ly4HLm +BoSfa3buT/CR3hAICT43qEc2C3EDQ6CGMHn38ksbmdst9mpG8jcInvD0+PxO +brxsL+knEPFyo4I5RxtevqwwN8hjNIWWWZAbGN8AN8LGBx/OTcAK2F6w85DA +DbJWMhmUgzQuKq46zvM39p8Wc85P0KCjca2U92dYf0KU5CV4yYMz3ckNxG74 +K5ZPIzYRC1PkBpcAzzig8KmgRG6cPPnzm29sZm5IK6WN3MLOYrnhDEkU3OAa +X7ZsL5a7l8MN8TNPaLqu3Pj559+8TgXY8rgoBNy40V44JEnjcuPUKQubO3cc +x8ya6cEN9Kqu3MB5LG5cPQ+D+Zzu5AbJ6699QXtSSIgRkoI5pxqntipyg5o3 +NQ9wA8QDN6jxm6Vyg0yJuUF/Je/d1d+g/prunXpkM8cNHvE4f97d35C4YeRe +pg0Dcd4v5QQv8/lyyxFFsfjnBnww/FV8CkzMEr8/AeYPbuCvT9hBGbZnzdxK +dUG1CXeFS8yVG3jr0dtvbZHS1dxwpoMb11w9b9L1Bbmxkx/kN8vzNxTjGwW5 +gRl5TgQ3CLnO/RuUG6JgGtF048Zll8wWHzozvbkBz4TTyQAXd+0mvVXgBuGC +zkZ7Hjz4gx9umLbvKnKD8kPNA9xAJWJ8w5UbcKcV3MCeFGCyFZBgQgTbEjeO +D/906JC1soK5gTgO3MAyHi9uPPjA8tmztpEpPfF4jxc31q45gGFbr/UbkHK4 +IfobN09eSHfB3IjeZSHRlRsE2E0bD1HdYdjHLMQNPN3zyaJ+KZ300otHxkUf +z53cuQ//xPhGadzAc44+uSG+ggklAG6cOGFxg2wBe1LjoSbhdRI6EMDkRHEw +VpKxyg2sQKANavy08U1iGOlObmCyT+IGhLgh+hskFL8XxY0b87lBQt6+yA00 +e1dumCOrNOeIh4vc4HWJXtxAnIKZI+IGn0T0N8iaMJ2KJ0rK4QbnGXTyEi9u +8I2jqzULcYPirMiED5kbKFX0tjgbRevYkzxSDHji+Q6zEDewtFviBmWbzJO5 +8YQbN4hLPJJmlscNPAVDjW1o6CxevOMlkr+BlFtutv0NezWC4ljxJE5u7Mn/ +KcoDU5cFnxvq+R1XbnC/U5Ab4ssTpDM7uUFhxauvbMK6CD+ZP3LkrLSuQ+IG +XZ06SnDDFNCBn1Q7vKwIUhQ3duwYduUGwlg6pPWJzx+831pEQZnEqxG9uEEe +L6EY3MDDTV63XA43YCD4RLWZ4x7+Cm5QJnlqDNzgVR9kO0gnnwdnE5daSQKr +ND240d9vLZkg1IjpGDPkedgqcYPu3bTfvI21ms45UNdyE/0NpIzEKcVwg4rr +9OlzMz/YyolF+RsNMQ8riis3WPBsV0FukOXyCh8WqkSJGxD/3HCKkRto4mCT +WlEFuUFRCQzfzPc3ltrDhqKI3DDtlmDYQQ1zY3j4J+kQIgbZizhc6XqDam7g +0VTXA8GNb3e7NFdwg65+5eUdSAE3MGlFgbnzbApusJBTQeSRDuQH3kUhblTK +37h/arfEjQ0bDra/sTn28kYqWxPcsFfC+OQGK39/IbH9e7N4bkiJCm7QLQTf +31DvQH0l/E8/3Ni16wR5ofzX9b2DZIlmDblBLTweP2z644Zhv15MPLwgN1YK +/gY57YODZwgF113zsTMnGKRlbtxoTyOSv0HFiEuTjyEdAm5QXINm7yp0oFcQ +DcHgquuBeFOEFzeIGGRfzA0UFLgh+Qamb264ZgPPMkvpRAAyZzU3vtxyROQG +YRBLyKSzUUtDAf76a3bN6v3sKbFQOoJHn9zYk3t9PeMIK1LgbPu5a9ep87HN +DRZ280RB0RHM1ce6cmOJBzcOC/5zyeLKDWkNgNPfMO1+9rZ/dIncII+CJw3F +OAXixQ0SOrnkb/CfFNxQ31dBbnCMIAlx7I3XvzA9uLFxg8wNch0p+KolN6jA +z5//3fSeT+n7Ko8bEKe/QUXN4HXlhpmb0fPDDc42KRWdKXJjn19uuMo44Yar +gBv87lwvIacFcbEoteEG8Yq58eYbmzEXj5+u3ICI3BAl+NxwHYImuefupRjJ +dPc3iucGPMlixYsb/JJq7CMteYVI/gbEyY3FXbvxYSazatzASjbMw/o8g1PG +MzdMuxgLcsNVdu08Prcj4UyvHjf4WXL8VHCD38ghSVHc2Pr1sc9y4x74PAH/ +yZUba9ccWLRwl/q+DPthCsUOz3msflFzo5b+xm57XFS9Dz+UJ4onN9yWTkGq +xA08tl8mNzbYbwhx/VNDcKPMcdqSueElQ1XjBgneCYxtBTe8pChuiAJk8U9X +blRE8JpfZzpzA8u8pb96cQMvW3Ny49qJ80rLnmG/V7m0Y8cYN4ryNxpuPqWg +BJwb1LsdPXqW07EgAdslcMOiRD438MaAggfiown8s3rc4EduJWFuuMqmjYeu +uGyOkxvIqpMbJYvmBouCG4bwWjNRNDcUgjnBMk/iteh3WJg7K4EbXg+PFJSa +cQNPFrtmQHqZgyjgxsZgc8N1RZzXICpEzQ3ns6heUnt/Y9bMrc50zQ2FHDly +tnxuUMOY9uByZ3qZ3ChZasYN6eEpn9IQ3NiyZQgTtaKQv+H6aBhk7doDkQkB +5QYeeHT9k+ZGCeJ/nXkJornhKvFNDcCNtWsOOG/txRc2uA6iQrz8DTwOX19u +8INCrpe7K39lEURzo14i1nUtuYHPvfHPAHKDiCFyA1+gM4PEDVexFud7T14T +agIbp+B13K5/4iWvkmhu1EuOj3V/A1+gKPaoc+d+O3w45eVvbLeXVVdExgA3 +8CpdM993LUHwvT/XP1H2fv/9D2d6oLgRtHnYqsqY58a6de6W4kcakRtnzpw/ +6faKLciuXScokHGmFzufgreVghuVkmNHf+RvRBaUMTkPKz0THWThx/RIIhM+ +fCX//Y3Vk4MHf/i8Zx//NPLfL1pBGW/cKE2K9TdMrLirKDdKkDHGjUTl2lW1 +xf8zjFUVysOJE1XxN8j3CzI33nnrS37RTR1Fc6NMGW/cOH/+d/7kaB2lgbgx +MfLRrp3HVYc1oJTIDeUK/xpIbbiRzVrfZcuOfp0tm0qm/HwftihpLG4ERKjQ +xFWsFRQK9jdsOFjasa7cGJOiuaGQgZ4YXSjW1Wd1bOlESzja0RmLtHRlKpqT +FcsH8NEELY0umhsKOXPmvPgV2rpIreKUdKwp0mdhItsTDUV7rLfrxFubWnuG +a54TLQ0g440b9+Vex9QoUitrTbWHI3HL20i2NYV77dc29Lc3hdr6xJwEbYpH +S71k08ZD44QbDSShfKnJNXPcSPc1hcIJexwuFW8L53OjJjnR0gAyfvyNBpWa +xSk5fyMVI3/Dfsdhf3s4pLmhxU00NwIuNbHWbGo4EQ1F7FHRTGckFO2xwGEP +dAzVNidaGkMOHfoB32YyNTcCKTWx1sxAb0d4hBuYT2np7LLmU8R1A5obWlzl +ubbep3NfWtcSEKmTtWZSKXmtkTMnjUiSRsyz2ZjZbsQ8m42Z7SDbpnOctqi8 +6Z1L3jk4ORnzOwcnJyXvHLRJzzKZpncueefg5GTM7xycnJS5c6C4oUWLlkYR +tTn/fx27qY4= + "], {{0, 0}, {360, 227}}, {0, 255}, + ColorFunction->RGBColor], + ImageSize->{360, 227}, + PlotRange->{{0, 360}, {0, 227}}]}], "}"}]}], ",", + RowBox[{"\<\"ParameterHistograms\"\>", "\[Rule]", + RowBox[{"{", + RowBox[{ + GraphicsBox[ + {RGBColor[0.798413061722744, 0.824719615472648, 0.968322270542458], + EdgeForm[Opacity[0.027999999999999997`]], {}, + {RGBColor[0.798413061722744, 0.824719615472648, 0.968322270542458], + EdgeForm[Opacity[0.027999999999999997`]], + RectangleBox[{-3.8, 0}, {-3.7, 2}, + RoundingRadius->0], RectangleBox[{-3.6, 0}, {-3.5, 3}, + RoundingRadius->0], RectangleBox[{-3.5, 0}, {-3.4, 7}, + RoundingRadius->0], RectangleBox[{-3.4, 0}, {-3.3, 5}, + RoundingRadius->0], RectangleBox[{-3.3, 0}, {-3.2, 7}, + RoundingRadius->0], RectangleBox[{-3.1, 0}, {-3., 19}, + RoundingRadius->0], RectangleBox[{-3., 0}, {-2.9, 10}, + RoundingRadius->0], RectangleBox[{-2.9, 0}, {-2.8, 17}, + RoundingRadius->0], RectangleBox[{-2.8, 0}, {-2.7, 34}, + RoundingRadius->0], RectangleBox[{-2.7, 0}, {-2.6, 36}, + RoundingRadius->0], RectangleBox[{-2.6, 0}, {-2.5, 32}, + RoundingRadius->0], RectangleBox[{-2.5, 0}, {-2.4, 32}, + RoundingRadius->0], RectangleBox[{-2.4, 0}, {-2.3, 55}, + RoundingRadius->0], RectangleBox[{-2.3, 0}, {-2.2, 58}, + RoundingRadius->0], RectangleBox[{-2.2, 0}, {-2.1, 84}, + RoundingRadius->0], RectangleBox[{-2.1, 0}, {-2., 114}, + RoundingRadius->0], RectangleBox[{-2., 0}, {-1.9, 127}, + RoundingRadius->0], RectangleBox[{-1.9, 0}, {-1.8, 163}, + RoundingRadius->0], RectangleBox[{-1.8, 0}, {-1.7, 212}, + RoundingRadius->0], RectangleBox[{-1.7, 0}, {-1.6, 238}, + RoundingRadius->0], RectangleBox[{-1.6, 0}, {-1.5, 366}, + RoundingRadius->0], RectangleBox[{-1.5, 0}, {-1.4, 338}, + RoundingRadius->0], RectangleBox[{-1.4, 0}, {-1.3, 469}, + RoundingRadius->0], RectangleBox[{-1.3, 0}, {-1.2, 569}, + RoundingRadius->0], RectangleBox[{-1.2, 0}, {-1.1, 606}, + RoundingRadius->0], RectangleBox[{-1.1, 0}, {-1., 713}, + RoundingRadius->0], RectangleBox[{-1., 0}, {-0.9, 810}, + RoundingRadius->0], RectangleBox[{-0.9, 0}, {-0.8, 913}, + RoundingRadius->0], RectangleBox[{-0.8, 0}, {-0.7, 994}, + RoundingRadius->0], RectangleBox[{-0.7, 0}, {-0.6, 1205}, + RoundingRadius->0], RectangleBox[{-0.6, 0}, {-0.5, 1224}, + RoundingRadius->0], RectangleBox[{-0.5, 0}, {-0.4, 1478}, + RoundingRadius->0], RectangleBox[{-0.4, 0}, {-0.3, 1436}, + RoundingRadius->0], RectangleBox[{-0.3, 0}, {-0.2, 1781}, + RoundingRadius->0], RectangleBox[{-0.2, 0}, {-0.1, 1837}, + RoundingRadius->0], RectangleBox[{-0.1, 0}, {0., 2171}, + RoundingRadius->0], RectangleBox[{0., 0}, {0.1, 2196}, + RoundingRadius->0], RectangleBox[{0.1, 0}, {0.2, 2411}, + RoundingRadius->0], RectangleBox[{0.2, 0}, {0.3, 2379}, + RoundingRadius->0], RectangleBox[{0.3, 0}, {0.4, 2482}, + RoundingRadius->0], RectangleBox[{0.4, 0}, {0.5, 2705}, + RoundingRadius->0], RectangleBox[{0.5, 0}, {0.6, 2609}, + RoundingRadius->0], RectangleBox[{0.6, 0}, {0.7, 2851}, + RoundingRadius->0], RectangleBox[{0.7, 0}, {0.8, 2979}, + RoundingRadius->0], RectangleBox[{0.8, 0}, {0.9, 2745}, + RoundingRadius->0], RectangleBox[{0.9, 0}, {1., 3114}, + RoundingRadius->0], RectangleBox[{1., 0}, {1.1, 2955}, + RoundingRadius->0], RectangleBox[{1.1, 0}, {1.2, 3084}, + RoundingRadius->0], RectangleBox[{1.2, 0}, {1.3, 2908}, + RoundingRadius->0], RectangleBox[{1.3, 0}, {1.4, 2886}, + RoundingRadius->0], RectangleBox[{1.4, 0}, {1.5, 2689}, + RoundingRadius->0], RectangleBox[{1.5, 0}, {1.6, 2691}, + RoundingRadius->0], RectangleBox[{1.6, 0}, {1.7, 2644}, + RoundingRadius->0], RectangleBox[{1.7, 0}, {1.8, 2364}, + RoundingRadius->0], RectangleBox[{1.8, 0}, {1.9, 2292}, + RoundingRadius->0], RectangleBox[{1.9, 0}, {2., 2144}, + RoundingRadius->0], RectangleBox[{2., 0}, {2.1, 2053}, + RoundingRadius->0], RectangleBox[{2.1, 0}, {2.2, 1934}, + RoundingRadius->0], RectangleBox[{2.2, 0}, {2.3, 1790}, + RoundingRadius->0], RectangleBox[{2.3, 0}, {2.4, 1642}, + RoundingRadius->0], RectangleBox[{2.4, 0}, {2.5, 1548}, + RoundingRadius->0], RectangleBox[{2.5, 0}, {2.6, 1323}, + RoundingRadius->0], RectangleBox[{2.6, 0}, {2.7, 1178}, + RoundingRadius->0], RectangleBox[{2.7, 0}, {2.8, 1045}, + RoundingRadius->0], RectangleBox[{2.8, 0}, {2.9, 938}, + RoundingRadius->0], RectangleBox[{2.9, 0}, {3., 776}, + RoundingRadius->0], RectangleBox[{3., 0}, {3.1, 760}, + RoundingRadius->0], RectangleBox[{3.1, 0}, {3.2, 665}, + RoundingRadius->0], RectangleBox[{3.2, 0}, {3.3, 529}, + RoundingRadius->0], RectangleBox[{3.3, 0}, {3.4, 378}, + RoundingRadius->0], RectangleBox[{3.4, 0}, {3.5, 388}, + RoundingRadius->0], RectangleBox[{3.5, 0}, {3.6, 304}, + RoundingRadius->0], RectangleBox[{3.6, 0}, {3.7, 274}, + RoundingRadius->0], RectangleBox[{3.7, 0}, {3.8, 235}, + RoundingRadius->0], RectangleBox[{3.8, 0}, {3.9, 191}, + RoundingRadius->0], RectangleBox[{3.9, 0}, {4., 170}, + RoundingRadius->0], RectangleBox[{4., 0}, {4.1, 129}, + RoundingRadius->0], RectangleBox[{4.1, 0}, {4.2, 62}, + RoundingRadius->0], RectangleBox[{4.2, 0}, {4.3, 84}, + RoundingRadius->0], RectangleBox[{4.3, 0}, {4.4, 62}, + RoundingRadius->0], RectangleBox[{4.4, 0}, {4.5, 48}, + RoundingRadius->0], RectangleBox[{4.5, 0}, {4.6, 41}, + RoundingRadius->0], RectangleBox[{4.6, 0}, {4.7, 46}, + RoundingRadius->0], RectangleBox[{4.7, 0}, {4.8, 29}, + RoundingRadius->0], RectangleBox[{4.8, 0}, {4.9, 15}, + RoundingRadius->0], RectangleBox[{4.9, 0}, {5., 13}, + RoundingRadius->0], RectangleBox[{5., 0}, {5.1, 19}, + RoundingRadius->0], RectangleBox[{5.1, 0}, {5.2, 13}, + RoundingRadius->0], RectangleBox[{5.2, 0}, {5.3, 11}, + RoundingRadius->0], RectangleBox[{5.3, 0}, {5.4, 3}, + RoundingRadius->0], RectangleBox[{5.4, 0}, {5.5, 2}, + RoundingRadius->0], RectangleBox[{5.5, 0}, {5.6, 3}, + RoundingRadius->0], RectangleBox[{5.6, 0}, {5.7, 2}, + RoundingRadius->0], RectangleBox[{5.7, 0}, {5.8, 2}, + RoundingRadius->0], RectangleBox[{5.8, 0}, {5.9, 2}, + RoundingRadius->0], RectangleBox[{6., 0}, {6.1, 1}, + RoundingRadius->0]}, {}, {}}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->{True, False}, + AxesLabel->{ + FormBox["\"x1\"", TraditionalForm], None}, + AxesOrigin->{-3.8, 0}, + FrameTicks->{{Automatic, Automatic}, {Automatic, Automatic}}, + GridLines->{None, None}, + PlotRange->{{-3.8, 6.1}, {All, All}}, + PlotRangePadding->{{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.02], + Scaled[0.1]}}, + Ticks->{Automatic, None}], ",", + GraphicsBox[ + {RGBColor[0.798413061722744, 0.824719615472648, 0.968322270542458], + EdgeForm[Opacity[-0.217]], {}, + {RGBColor[0.798413061722744, 0.824719615472648, 0.968322270542458], + EdgeForm[Opacity[-0.217]], RectangleBox[{-17.4, 0}, {-17.2, 1}, + RoundingRadius->0], RectangleBox[{-16.2, 0}, {-16., 5}, + RoundingRadius->0], RectangleBox[{-16., 0}, {-15.8, 4}, + RoundingRadius->0], RectangleBox[{-15.2, 0}, {-15., 6}, + RoundingRadius->0], RectangleBox[{-14.8, 0}, {-14.6, 3}, + RoundingRadius->0], RectangleBox[{-14.6, 0}, {-14.4, 5}, + RoundingRadius->0], RectangleBox[{-14.4, 0}, {-14.2, 1}, + RoundingRadius->0], RectangleBox[{-14.2, 0}, {-14., 1}, + RoundingRadius->0], RectangleBox[{-14., 0}, {-13.8, 7}, + RoundingRadius->0], RectangleBox[{-13.8, 0}, {-13.6, 8}, + RoundingRadius->0], RectangleBox[{-13.6, 0}, {-13.4, 6}, + RoundingRadius->0], RectangleBox[{-13.4, 0}, {-13.2, 7}, + RoundingRadius->0], RectangleBox[{-13.2, 0}, {-13., 4}, + RoundingRadius->0], RectangleBox[{-13., 0}, {-12.8, 13}, + RoundingRadius->0], RectangleBox[{-12.8, 0}, {-12.6, 7}, + RoundingRadius->0], RectangleBox[{-12.6, 0}, {-12.4, 20}, + RoundingRadius->0], RectangleBox[{-12.4, 0}, {-12.2, 17}, + RoundingRadius->0], RectangleBox[{-12.2, 0}, {-12., 19}, + RoundingRadius->0], RectangleBox[{-12., 0}, {-11.8, 48}, + RoundingRadius->0], RectangleBox[{-11.8, 0}, {-11.6, 33}, + RoundingRadius->0], RectangleBox[{-11.6, 0}, {-11.4, 27}, + RoundingRadius->0], RectangleBox[{-11.4, 0}, {-11.2, 35}, + RoundingRadius->0], RectangleBox[{-11.2, 0}, {-11., 68}, + RoundingRadius->0], RectangleBox[{-11., 0}, {-10.8, 58}, + RoundingRadius->0], RectangleBox[{-10.8, 0}, {-10.6, 114}, + RoundingRadius->0], RectangleBox[{-10.6, 0}, {-10.4, 85}, + RoundingRadius->0], RectangleBox[{-10.4, 0}, {-10.2, 112}, + RoundingRadius->0], RectangleBox[{-10.2, 0}, {-10., 136}, + RoundingRadius->0], RectangleBox[{-10., 0}, {-9.8, 167}, + RoundingRadius->0], RectangleBox[{-9.8, 0}, {-9.6, 165}, + RoundingRadius->0], RectangleBox[{-9.6, 0}, {-9.4, 201}, + RoundingRadius->0], RectangleBox[{-9.4, 0}, {-9.2, 239}, + RoundingRadius->0], RectangleBox[{-9.2, 0}, {-9., 278}, + RoundingRadius->0], RectangleBox[{-9., 0}, {-8.8, 328}, + RoundingRadius->0], RectangleBox[{-8.8, 0}, {-8.6, 379}, + RoundingRadius->0], RectangleBox[{-8.6, 0}, {-8.4, 342}, + RoundingRadius->0], RectangleBox[{-8.4, 0}, {-8.2, 358}, + RoundingRadius->0], RectangleBox[{-8.2, 0}, {-8., 475}, + RoundingRadius->0], RectangleBox[{-8., 0}, {-7.8, 483}, + RoundingRadius->0], RectangleBox[{-7.8, 0}, {-7.6, 499}, + RoundingRadius->0], RectangleBox[{-7.6, 0}, {-7.4, 618}, + RoundingRadius->0], RectangleBox[{-7.4, 0}, {-7.2, 631}, + RoundingRadius->0], RectangleBox[{-7.2, 0}, {-7., 670}, + RoundingRadius->0], RectangleBox[{-7., 0}, {-6.8, 849}, + RoundingRadius->0], RectangleBox[{-6.8, 0}, {-6.6, 823}, + RoundingRadius->0], RectangleBox[{-6.6, 0}, {-6.4, 923}, + RoundingRadius->0], RectangleBox[{-6.4, 0}, {-6.2, 844}, + RoundingRadius->0], RectangleBox[{-6.2, 0}, {-6., 1087}, + RoundingRadius->0], RectangleBox[{-6., 0}, {-5.8, 1000}, + RoundingRadius->0], RectangleBox[{-5.8, 0}, {-5.6, 1174}, + RoundingRadius->0], RectangleBox[{-5.6, 0}, {-5.4, 1267}, + RoundingRadius->0], RectangleBox[{-5.4, 0}, {-5.2, 1294}, + RoundingRadius->0], RectangleBox[{-5.2, 0}, {-5., 1259}, + RoundingRadius->0], RectangleBox[{-5., 0}, {-4.8, 1541}, + RoundingRadius->0], RectangleBox[{-4.8, 0}, {-4.6, 1527}, + RoundingRadius->0], RectangleBox[{-4.6, 0}, {-4.4, 1585}, + RoundingRadius->0], RectangleBox[{-4.4, 0}, {-4.2, 1650}, + RoundingRadius->0], RectangleBox[{-4.2, 0}, {-4., 1742}, + RoundingRadius->0], RectangleBox[{-4., 0}, {-3.8, 1763}, + RoundingRadius->0], RectangleBox[{-3.8, 0}, {-3.6, 1984}, + RoundingRadius->0], RectangleBox[{-3.6, 0}, {-3.4, 1922}, + RoundingRadius->0], RectangleBox[{-3.4, 0}, {-3.2, 2062}, + RoundingRadius->0], RectangleBox[{-3.2, 0}, {-3., 1934}, + RoundingRadius->0], RectangleBox[{-3., 0}, {-2.8, 2122}, + RoundingRadius->0], RectangleBox[{-2.8, 0}, {-2.6, 2104}, + RoundingRadius->0], RectangleBox[{-2.6, 0}, {-2.4, 2068}, + RoundingRadius->0], RectangleBox[{-2.4, 0}, {-2.2, 2069}, + RoundingRadius->0], RectangleBox[{-2.2, 0}, {-2., 2085}, + RoundingRadius->0], RectangleBox[{-2., 0}, {-1.8, 2128}, + RoundingRadius->0], RectangleBox[{-1.8, 0}, {-1.6, 1994}, + RoundingRadius->0], RectangleBox[{-1.6, 0}, {-1.4, 2016}, + RoundingRadius->0], RectangleBox[{-1.4, 0}, {-1.2, 2057}, + RoundingRadius->0], RectangleBox[{-1.2, 0}, {-1., 2055}, + RoundingRadius->0], RectangleBox[{-1., 0}, {-0.8, 1996}, + RoundingRadius->0], RectangleBox[{-0.8, 0}, {-0.6, 2098}, + RoundingRadius->0], RectangleBox[{-0.6, 0}, {-0.4, 1823}, + RoundingRadius->0], RectangleBox[{-0.4, 0}, {-0.2, 1697}, + RoundingRadius->0], RectangleBox[{-0.2, 0}, {0., 1703}, + RoundingRadius->0], RectangleBox[{0., 0}, {0.2, 1828}, + RoundingRadius->0], RectangleBox[{0.2, 0}, {0.4, 1502}, + RoundingRadius->0], RectangleBox[{0.4, 0}, {0.6, 1650}, + RoundingRadius->0], RectangleBox[{0.6, 0}, {0.8, 1443}, + RoundingRadius->0], RectangleBox[{0.8, 0}, {1., 1434}, + RoundingRadius->0], RectangleBox[{1., 0}, {1.2, 1364}, + RoundingRadius->0], RectangleBox[{1.2, 0}, {1.4, 1168}, + RoundingRadius->0], RectangleBox[{1.4, 0}, {1.6, 1341}, + RoundingRadius->0], RectangleBox[{1.6, 0}, {1.8, 1143}, + RoundingRadius->0], RectangleBox[{1.8, 0}, {2., 1144}, + RoundingRadius->0], RectangleBox[{2., 0}, {2.2, 1095}, + RoundingRadius->0], RectangleBox[{2.2, 0}, {2.4, 985}, + RoundingRadius->0], RectangleBox[{2.4, 0}, {2.6, 819}, + RoundingRadius->0], RectangleBox[{2.6, 0}, {2.8, 881}, + RoundingRadius->0], RectangleBox[{2.8, 0}, {3., 818}, + RoundingRadius->0], RectangleBox[{3., 0}, {3.2, 665}, + RoundingRadius->0], RectangleBox[{3.2, 0}, {3.4, 595}, + RoundingRadius->0], RectangleBox[{3.4, 0}, {3.6, 640}, + RoundingRadius->0], RectangleBox[{3.6, 0}, {3.8, 459}, + RoundingRadius->0], RectangleBox[{3.8, 0}, {4., 501}, + RoundingRadius->0], RectangleBox[{4., 0}, {4.2, 447}, + RoundingRadius->0], RectangleBox[{4.2, 0}, {4.4, 383}, + RoundingRadius->0], RectangleBox[{4.4, 0}, {4.6, 385}, + RoundingRadius->0], RectangleBox[{4.6, 0}, {4.8, 380}, + RoundingRadius->0], RectangleBox[{4.8, 0}, {5., 281}, + RoundingRadius->0], RectangleBox[{5., 0}, {5.2, 205}, + RoundingRadius->0], RectangleBox[{5.2, 0}, {5.4, 239}, + RoundingRadius->0], RectangleBox[{5.4, 0}, {5.6, 173}, + RoundingRadius->0], RectangleBox[{5.6, 0}, {5.8, 155}, + RoundingRadius->0], RectangleBox[{5.8, 0}, {6., 110}, + RoundingRadius->0], RectangleBox[{6., 0}, {6.2, 159}, + RoundingRadius->0], RectangleBox[{6.2, 0}, {6.4, 92}, + RoundingRadius->0], RectangleBox[{6.4, 0}, {6.6, 90}, + RoundingRadius->0], RectangleBox[{6.6, 0}, {6.8, 83}, + RoundingRadius->0], RectangleBox[{6.8, 0}, {7., 67}, + RoundingRadius->0], RectangleBox[{7., 0}, {7.2, 54}, + RoundingRadius->0], RectangleBox[{7.2, 0}, {7.4, 45}, + RoundingRadius->0], RectangleBox[{7.4, 0}, {7.6, 58}, + RoundingRadius->0], RectangleBox[{7.6, 0}, {7.8, 14}, + RoundingRadius->0], RectangleBox[{7.8, 0}, {8., 38}, + RoundingRadius->0], RectangleBox[{8., 0}, {8.2, 21}, + RoundingRadius->0], RectangleBox[{8.2, 0}, {8.4, 24}, + RoundingRadius->0], RectangleBox[{8.4, 0}, {8.6, 14}, + RoundingRadius->0], RectangleBox[{8.6, 0}, {8.8, 11}, + RoundingRadius->0], RectangleBox[{8.8, 0}, {9., 20}, + RoundingRadius->0], RectangleBox[{9., 0}, {9.2, 22}, + RoundingRadius->0], RectangleBox[{9.2, 0}, {9.4, 4}, + RoundingRadius->0], RectangleBox[{9.4, 0}, {9.6, 4}, + RoundingRadius->0], RectangleBox[{9.6, 0}, {9.8, 5}, + RoundingRadius->0], RectangleBox[{10., 0}, {10.2, 8}, + RoundingRadius->0], RectangleBox[{10.2, 0}, {10.4, 1}, + RoundingRadius->0], RectangleBox[{10.4, 0}, {10.6, 5}, + RoundingRadius->0], RectangleBox[{10.6, 0}, {10.8, 1}, + RoundingRadius->0]}, {}, {}}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->{True, False}, + AxesLabel->{ + FormBox["\"x2\"", TraditionalForm], None}, + AxesOrigin->{-17.4, 0}, + FrameTicks->{{Automatic, Automatic}, {Automatic, Automatic}}, + GridLines->{None, None}, + PlotRange->{{-17.4, 10.8}, {All, All}}, + PlotRangePadding->{{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.02], + Scaled[0.1]}}, + Ticks->{Automatic, None}]}], "}"}]}]}], "}"}]], "Output", + CellChangeTimes->{ + 3.6330171676830606`*^9},ExpressionUUID->"4948ce1f-844b-4ad6-803d-\ +8b5faf1aacba"] +}, Open ]] +}, Open ]], + +Cell[CellGroupData[{ + +Cell["Add more iterations...", "Subsubsection", + CellChangeTimes->{{3.633016199357771*^9, + 3.633016219989996*^9}},ExpressionUUID->"713273ec-7563-4431-bfbc-\ +5d2257d4fef2"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{ + RowBox[{"MCMC", "[", + RowBox[{"plogexpr", ",", " ", "mcmc", ",", " ", "100000"}], "]"}], "[", + RowBox[{"{", + RowBox[{ + "\"\<BestFitParameters\>\"", ",", "\"\<ParameterErrors\>\"", ",", + "\"\<AverageAcceptance\>\"", ",", "\"\<TimeSpent\>\"", ",", + "\"\<NumSteps\>\"", ",", "\"\<BurnFraction\>\"", ",", "\"\<BurnEnd\>\"", + ",", "\"\<CorrelationMatrix\>\"", ",", "\"\<ParameterHistograms\>\""}], + "}"}], "]"}]], "Input", + CellChangeTimes->{{3.63301613318088*^9, + 3.6330161563814497`*^9}},ExpressionUUID->"eead4ecf-f446-4ef4-bfca-\ +408513f9bf87"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"\<\"BestFitParameters\"\>", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"x1", "\[Rule]", "1.0109675630653716`"}], ",", + RowBox[{"x2", "\[Rule]", + RowBox[{"-", "2.0059571674921575`"}]}]}], "}"}]}], ",", + RowBox[{"\<\"ParameterErrors\"\>", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"x1", "\[Rule]", "1.202154427184874`"}], ",", + RowBox[{"x2", "\[Rule]", "3.4261612750583805`"}]}], "}"}]}], ",", + RowBox[{"\<\"AverageAcceptance\"\>", "\[Rule]", "0.4501998601671264`"}], + ",", + RowBox[{"\<\"TimeSpent\"\>", "\[Rule]", + RowBox[{"15.058691`7.328302219618015", " ", "Second"}]}], ",", + RowBox[{"\<\"NumSteps\"\>", "\[Rule]", "199999"}], ",", + RowBox[{"\<\"BurnFraction\"\>", "\[Rule]", "0.1`"}], ",", + RowBox[{"\<\"BurnEnd\"\>", "\[Rule]", "20000"}], ",", + RowBox[{"\<\"CorrelationMatrix\"\>", "\[Rule]", + TagBox[ + RowBox[{"(", "\[NoBreak]", GridBox[{ + {"1.0000000000000182`", "0.011457053883097852`"}, + {"0.011457053883097852`", "0.9999999999999937`"} + }, + GridBoxAlignment->{ + "Columns" -> {{Center}}, "ColumnsIndexed" -> {}, + "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, + GridBoxSpacings->{"Columns" -> { + Offset[0.27999999999999997`], { + Offset[0.7]}, + Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> { + Offset[0.2], { + Offset[0.4]}, + Offset[0.2]}, "RowsIndexed" -> {}}], "\[NoBreak]", ")"}], + Function[BoxForm`e$, + MatrixForm[BoxForm`e$]]]}], ",", + RowBox[{"\<\"ParameterHistograms\"\>", "\[Rule]", + RowBox[{"{", + RowBox[{ + GraphicsBox[ + {RGBColor[0.798413061722744, 0.824719615472648, 0.968322270542458], + EdgeForm[Opacity[-0.651]], {}, + {RGBColor[0.798413061722744, 0.824719615472648, 0.968322270542458], + EdgeForm[Opacity[-0.651]], RectangleBox[{-4.1, 0}, {-4.05, 1}, + RoundingRadius->0], RectangleBox[{-3.95, 0}, {-3.9, 1}, + RoundingRadius->0], RectangleBox[{-3.8, 0}, {-3.75, 1}, + RoundingRadius->0], RectangleBox[{-3.7, 0}, {-3.65, 7}, + RoundingRadius->0], RectangleBox[{-3.65, 0}, {-3.6, 1}, + RoundingRadius->0], RectangleBox[{-3.6, 0}, {-3.55, 3}, + RoundingRadius->0], RectangleBox[{-3.45, 0}, {-3.4, 13}, + RoundingRadius->0], RectangleBox[{-3.4, 0}, {-3.35, 9}, + RoundingRadius->0], RectangleBox[{-3.35, 0}, {-3.3, 9}, + RoundingRadius->0], RectangleBox[{-3.3, 0}, {-3.25, 9}, + RoundingRadius->0], RectangleBox[{-3.25, 0}, {-3.2, 1}, + RoundingRadius->0], RectangleBox[{-3.2, 0}, {-3.15, 7}, + RoundingRadius->0], RectangleBox[{-3.15, 0}, {-3.1, 3}, + RoundingRadius->0], RectangleBox[{-3.1, 0}, {-3.05, 4}, + RoundingRadius->0], RectangleBox[{-3.05, 0}, {-3., 20}, + RoundingRadius->0], RectangleBox[{-3., 0}, {-2.95, 9}, + RoundingRadius->0], RectangleBox[{-2.95, 0}, {-2.9, 19}, + RoundingRadius->0], RectangleBox[{-2.9, 0}, {-2.85, 6}, + RoundingRadius->0], RectangleBox[{-2.85, 0}, {-2.8, 25}, + RoundingRadius->0], RectangleBox[{-2.8, 0}, {-2.75, 26}, + RoundingRadius->0], RectangleBox[{-2.75, 0}, {-2.7, 41}, + RoundingRadius->0], RectangleBox[{-2.7, 0}, {-2.65, 38}, + RoundingRadius->0], RectangleBox[{-2.65, 0}, {-2.6, 44}, + RoundingRadius->0], RectangleBox[{-2.6, 0}, {-2.55, 32}, + RoundingRadius->0], RectangleBox[{-2.55, 0}, {-2.5, 34}, + RoundingRadius->0], RectangleBox[{-2.5, 0}, {-2.45, 44}, + RoundingRadius->0], RectangleBox[{-2.45, 0}, {-2.4, 35}, + RoundingRadius->0], RectangleBox[{-2.4, 0}, {-2.35, 70}, + RoundingRadius->0], RectangleBox[{-2.35, 0}, {-2.3, 67}, + RoundingRadius->0], RectangleBox[{-2.3, 0}, {-2.25, 52}, + RoundingRadius->0], RectangleBox[{-2.25, 0}, {-2.2, 70}, + RoundingRadius->0], RectangleBox[{-2.2, 0}, {-2.15, 72}, + RoundingRadius->0], RectangleBox[{-2.15, 0}, {-2.1, 97}, + RoundingRadius->0], RectangleBox[{-2.1, 0}, {-2.05, 103}, + RoundingRadius->0], RectangleBox[{-2.05, 0}, {-2., 116}, + RoundingRadius->0], RectangleBox[{-2., 0}, {-1.95, 128}, + RoundingRadius->0], RectangleBox[{-1.95, 0}, {-1.9, 128}, + RoundingRadius->0], RectangleBox[{-1.9, 0}, {-1.85, 170}, + RoundingRadius->0], RectangleBox[{-1.85, 0}, {-1.8, 196}, + RoundingRadius->0], RectangleBox[{-1.8, 0}, {-1.75, 179}, + RoundingRadius->0], RectangleBox[{-1.75, 0}, {-1.7, 251}, + RoundingRadius->0], RectangleBox[{-1.7, 0}, {-1.65, 226}, + RoundingRadius->0], RectangleBox[{-1.65, 0}, {-1.6, 279}, + RoundingRadius->0], RectangleBox[{-1.6, 0}, {-1.55, 343}, + RoundingRadius->0], RectangleBox[{-1.55, 0}, {-1.5, 338}, + RoundingRadius->0], RectangleBox[{-1.5, 0}, {-1.45, 350}, + RoundingRadius->0], RectangleBox[{-1.45, 0}, {-1.4, 384}, + RoundingRadius->0], RectangleBox[{-1.4, 0}, {-1.35, 486}, + RoundingRadius->0], RectangleBox[{-1.35, 0}, {-1.3, 480}, + RoundingRadius->0], RectangleBox[{-1.3, 0}, {-1.25, 600}, + RoundingRadius->0], RectangleBox[{-1.25, 0}, {-1.2, 550}, + RoundingRadius->0], RectangleBox[{-1.2, 0}, {-1.15, 556}, + RoundingRadius->0], RectangleBox[{-1.15, 0}, {-1.1, 560}, + RoundingRadius->0], RectangleBox[{-1.1, 0}, {-1.05, 669}, + RoundingRadius->0], RectangleBox[{-1.05, 0}, {-1., 662}, + RoundingRadius->0], RectangleBox[{-1., 0}, {-0.95, 800}, + RoundingRadius->0], RectangleBox[{-0.95, 0}, {-0.9, 858}, + RoundingRadius->0], RectangleBox[{-0.9, 0}, {-0.85, 758}, + RoundingRadius->0], RectangleBox[{-0.85, 0}, {-0.8, 979}, + RoundingRadius->0], RectangleBox[{-0.8, 0}, {-0.75, 964}, + RoundingRadius->0], RectangleBox[{-0.75, 0}, {-0.7, 1011}, + RoundingRadius->0], RectangleBox[{-0.7, 0}, {-0.65, 1170}, + RoundingRadius->0], RectangleBox[{-0.65, 0}, {-0.6, 1167}, + RoundingRadius->0], RectangleBox[{-0.6, 0}, {-0.55, 1209}, + RoundingRadius->0], RectangleBox[{-0.55, 0}, {-0.5, 1264}, + RoundingRadius->0], RectangleBox[{-0.5, 0}, {-0.45, 1407}, + RoundingRadius->0], RectangleBox[{-0.45, 0}, {-0.4, 1535}, + RoundingRadius->0], RectangleBox[{-0.4, 0}, {-0.35, 1286}, + RoundingRadius->0], RectangleBox[{-0.35, 0}, {-0.3, 1517}, + RoundingRadius->0], RectangleBox[{-0.3, 0}, {-0.25, 1671}, + RoundingRadius->0], RectangleBox[{-0.25, 0}, {-0.2, 1784}, + RoundingRadius->0], RectangleBox[{-0.2, 0}, {-0.15, 1784}, + RoundingRadius->0], RectangleBox[{-0.15, 0}, {-0.1, 1837}, + RoundingRadius->0], RectangleBox[{-0.1, 0}, {-0.05, 2033}, + RoundingRadius->0], RectangleBox[{-0.05, 0}, {0., 2122}, + RoundingRadius->0], RectangleBox[{0., 0}, {0.05, 2148}, + RoundingRadius->0], RectangleBox[{0.05, 0}, {0.1, 2357}, + RoundingRadius->0], RectangleBox[{0.1, 0}, {0.15, 2341}, + RoundingRadius->0], RectangleBox[{0.15, 0}, {0.2, 2266}, + RoundingRadius->0], RectangleBox[{0.2, 0}, {0.25, 2492}, + RoundingRadius->0], RectangleBox[{0.25, 0}, {0.3, 2498}, + RoundingRadius->0], RectangleBox[{0.3, 0}, {0.35, 2404}, + RoundingRadius->0], RectangleBox[{0.35, 0}, {0.4, 2589}, + RoundingRadius->0], RectangleBox[{0.4, 0}, {0.45, 2613}, + RoundingRadius->0], RectangleBox[{0.45, 0}, {0.5, 2778}, + RoundingRadius->0], RectangleBox[{0.5, 0}, {0.55, 2680}, + RoundingRadius->0], RectangleBox[{0.55, 0}, {0.6, 2765}, + RoundingRadius->0], RectangleBox[{0.6, 0}, {0.65, 2676}, + RoundingRadius->0], RectangleBox[{0.65, 0}, {0.7, 2986}, + RoundingRadius->0], RectangleBox[{0.7, 0}, {0.75, 2992}, + RoundingRadius->0], RectangleBox[{0.75, 0}, {0.8, 2919}, + RoundingRadius->0], RectangleBox[{0.8, 0}, {0.85, 2851}, + RoundingRadius->0], RectangleBox[{0.85, 0}, {0.9, 2962}, + RoundingRadius->0], RectangleBox[{0.9, 0}, {0.95, 3028}, + RoundingRadius->0], RectangleBox[{0.95, 0}, {1., 3058}, + RoundingRadius->0], RectangleBox[{1., 0}, {1.05, 2938}, + RoundingRadius->0], RectangleBox[{1.05, 0}, {1.1, 3031}, + RoundingRadius->0], RectangleBox[{1.1, 0}, {1.15, 3213}, + RoundingRadius->0], RectangleBox[{1.15, 0}, {1.2, 3051}, + RoundingRadius->0], RectangleBox[{1.2, 0}, {1.25, 3015}, + RoundingRadius->0], RectangleBox[{1.25, 0}, {1.3, 2782}, + RoundingRadius->0], RectangleBox[{1.3, 0}, {1.35, 2995}, + RoundingRadius->0], RectangleBox[{1.35, 0}, {1.4, 2838}, + RoundingRadius->0], RectangleBox[{1.4, 0}, {1.45, 2825}, + RoundingRadius->0], RectangleBox[{1.45, 0}, {1.5, 2705}, + RoundingRadius->0], RectangleBox[{1.5, 0}, {1.55, 2604}, + RoundingRadius->0], RectangleBox[{1.55, 0}, {1.6, 2683}, + RoundingRadius->0], RectangleBox[{1.6, 0}, {1.65, 2648}, + RoundingRadius->0], RectangleBox[{1.65, 0}, {1.7, 2730}, + RoundingRadius->0], RectangleBox[{1.7, 0}, {1.75, 2373}, + RoundingRadius->0], RectangleBox[{1.75, 0}, {1.8, 2385}, + RoundingRadius->0], RectangleBox[{1.8, 0}, {1.85, 2310}, + RoundingRadius->0], RectangleBox[{1.85, 0}, {1.9, 2305}, + RoundingRadius->0], RectangleBox[{1.9, 0}, {1.95, 2263}, + RoundingRadius->0], RectangleBox[{1.95, 0}, {2., 2119}, + RoundingRadius->0], RectangleBox[{2., 0}, {2.05, 2047}, + RoundingRadius->0], RectangleBox[{2.05, 0}, {2.1, 2061}, + RoundingRadius->0], RectangleBox[{2.1, 0}, {2.15, 1933}, + RoundingRadius->0], RectangleBox[{2.15, 0}, {2.2, 1984}, + RoundingRadius->0], RectangleBox[{2.2, 0}, {2.25, 1683}, + RoundingRadius->0], RectangleBox[{2.25, 0}, {2.3, 1702}, + RoundingRadius->0], RectangleBox[{2.3, 0}, {2.35, 1657}, + RoundingRadius->0], RectangleBox[{2.35, 0}, {2.4, 1571}, + RoundingRadius->0], RectangleBox[{2.4, 0}, {2.45, 1661}, + RoundingRadius->0], RectangleBox[{2.45, 0}, {2.5, 1395}, + RoundingRadius->0], RectangleBox[{2.5, 0}, {2.55, 1298}, + RoundingRadius->0], RectangleBox[{2.55, 0}, {2.6, 1324}, + RoundingRadius->0], RectangleBox[{2.6, 0}, {2.65, 1103}, + RoundingRadius->0], RectangleBox[{2.65, 0}, {2.7, 1120}, + RoundingRadius->0], RectangleBox[{2.7, 0}, {2.75, 1196}, + RoundingRadius->0], RectangleBox[{2.75, 0}, {2.8, 1081}, + RoundingRadius->0], RectangleBox[{2.8, 0}, {2.85, 958}, + RoundingRadius->0], RectangleBox[{2.85, 0}, {2.9, 799}, + RoundingRadius->0], RectangleBox[{2.9, 0}, {2.95, 824}, + RoundingRadius->0], RectangleBox[{2.95, 0}, {3., 793}, + RoundingRadius->0], RectangleBox[{3., 0}, {3.05, 777}, + RoundingRadius->0], RectangleBox[{3.05, 0}, {3.1, 761}, + RoundingRadius->0], RectangleBox[{3.1, 0}, {3.15, 653}, + RoundingRadius->0], RectangleBox[{3.15, 0}, {3.2, 625}, + RoundingRadius->0], RectangleBox[{3.2, 0}, {3.25, 532}, + RoundingRadius->0], RectangleBox[{3.25, 0}, {3.3, 506}, + RoundingRadius->0], RectangleBox[{3.3, 0}, {3.35, 400}, + RoundingRadius->0], RectangleBox[{3.35, 0}, {3.4, 382}, + RoundingRadius->0], RectangleBox[{3.4, 0}, {3.45, 417}, + RoundingRadius->0], RectangleBox[{3.45, 0}, {3.5, 342}, + RoundingRadius->0], RectangleBox[{3.5, 0}, {3.55, 315}, + RoundingRadius->0], RectangleBox[{3.55, 0}, {3.6, 291}, + RoundingRadius->0], RectangleBox[{3.6, 0}, {3.65, 282}, + RoundingRadius->0], RectangleBox[{3.65, 0}, {3.7, 254}, + RoundingRadius->0], RectangleBox[{3.7, 0}, {3.75, 246}, + RoundingRadius->0], RectangleBox[{3.75, 0}, {3.8, 200}, + RoundingRadius->0], RectangleBox[{3.8, 0}, {3.85, 202}, + RoundingRadius->0], RectangleBox[{3.85, 0}, {3.9, 202}, + RoundingRadius->0], RectangleBox[{3.9, 0}, {3.95, 179}, + RoundingRadius->0], RectangleBox[{3.95, 0}, {4., 126}, + RoundingRadius->0], RectangleBox[{4., 0}, {4.05, 138}, + RoundingRadius->0], RectangleBox[{4.05, 0}, {4.1, 85}, + RoundingRadius->0], RectangleBox[{4.1, 0}, {4.15, 63}, + RoundingRadius->0], RectangleBox[{4.15, 0}, {4.2, 78}, + RoundingRadius->0], RectangleBox[{4.2, 0}, {4.25, 92}, + RoundingRadius->0], RectangleBox[{4.25, 0}, {4.3, 94}, + RoundingRadius->0], RectangleBox[{4.3, 0}, {4.35, 56}, + RoundingRadius->0], RectangleBox[{4.35, 0}, {4.4, 60}, + RoundingRadius->0], RectangleBox[{4.4, 0}, {4.45, 70}, + RoundingRadius->0], RectangleBox[{4.45, 0}, {4.5, 36}, + RoundingRadius->0], RectangleBox[{4.5, 0}, {4.55, 34}, + RoundingRadius->0], RectangleBox[{4.55, 0}, {4.6, 38}, + RoundingRadius->0], RectangleBox[{4.6, 0}, {4.65, 44}, + RoundingRadius->0], RectangleBox[{4.65, 0}, {4.7, 18}, + RoundingRadius->0], RectangleBox[{4.7, 0}, {4.75, 26}, + RoundingRadius->0], RectangleBox[{4.75, 0}, {4.8, 16}, + RoundingRadius->0], RectangleBox[{4.8, 0}, {4.85, 19}, + RoundingRadius->0], RectangleBox[{4.85, 0}, {4.9, 22}, + RoundingRadius->0], RectangleBox[{4.9, 0}, {4.95, 23}, + RoundingRadius->0], RectangleBox[{4.95, 0}, {5., 15}, + RoundingRadius->0], RectangleBox[{5., 0}, {5.05, 4}, + RoundingRadius->0], RectangleBox[{5.05, 0}, {5.1, 22}, + RoundingRadius->0], RectangleBox[{5.1, 0}, {5.15, 21}, + RoundingRadius->0], RectangleBox[{5.15, 0}, {5.2, 2}, + RoundingRadius->0], RectangleBox[{5.2, 0}, {5.25, 8}, + RoundingRadius->0], RectangleBox[{5.25, 0}, {5.3, 10}, + RoundingRadius->0], RectangleBox[{5.3, 0}, {5.35, 3}, + RoundingRadius->0], RectangleBox[{5.35, 0}, {5.4, 3}, + RoundingRadius->0], RectangleBox[{5.4, 0}, {5.45, 1}, + RoundingRadius->0], RectangleBox[{5.45, 0}, {5.5, 2}, + RoundingRadius->0], RectangleBox[{5.5, 0}, {5.55, 1}, + RoundingRadius->0], RectangleBox[{5.55, 0}, {5.6, 3}, + RoundingRadius->0], RectangleBox[{5.65, 0}, {5.7, 3}, + RoundingRadius->0], RectangleBox[{5.75, 0}, {5.8, 2}, + RoundingRadius->0], RectangleBox[{5.8, 0}, {5.85, 5}, + RoundingRadius->0], RectangleBox[{6., 0}, {6.05, 3}, + RoundingRadius->0], RectangleBox[{6.05, 0}, {6.1, 1}, + RoundingRadius->0], RectangleBox[{6.3, 0}, {6.35, 1}, + RoundingRadius->0]}, {}, {}}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->{True, False}, + AxesLabel->{ + FormBox["\"x1\"", TraditionalForm], None}, + AxesOrigin->{-4.1, 0}, + FrameTicks->{{Automatic, Automatic}, {Automatic, Automatic}}, + GridLines->{None, None}, + PlotRange->{{-4.1, 6.35}, {All, All}}, + PlotRangePadding->{{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.02], + Scaled[0.1]}}, + Ticks->{Automatic, None}], ",", + GraphicsBox[ + {RGBColor[0.798413061722744, 0.824719615472648, 0.968322270542458], + EdgeForm[Opacity[-0.259]], {}, + {RGBColor[0.798413061722744, 0.824719615472648, 0.968322270542458], + EdgeForm[Opacity[-0.259]], RectangleBox[{-17.4, 0}, {-17.2, 1}, + RoundingRadius->0], RectangleBox[{-16.2, 0}, {-16., 5}, + RoundingRadius->0], RectangleBox[{-16., 0}, {-15.8, 4}, + RoundingRadius->0], RectangleBox[{-15.2, 0}, {-15., 15}, + RoundingRadius->0], RectangleBox[{-14.8, 0}, {-14.6, 5}, + RoundingRadius->0], RectangleBox[{-14.6, 0}, {-14.4, 10}, + RoundingRadius->0], RectangleBox[{-14.4, 0}, {-14.2, 9}, + RoundingRadius->0], RectangleBox[{-14.2, 0}, {-14., 1}, + RoundingRadius->0], RectangleBox[{-14., 0}, {-13.8, 15}, + RoundingRadius->0], RectangleBox[{-13.8, 0}, {-13.6, 13}, + RoundingRadius->0], RectangleBox[{-13.6, 0}, {-13.4, 19}, + RoundingRadius->0], RectangleBox[{-13.4, 0}, {-13.2, 19}, + RoundingRadius->0], RectangleBox[{-13.2, 0}, {-13., 14}, + RoundingRadius->0], RectangleBox[{-13., 0}, {-12.8, 20}, + RoundingRadius->0], RectangleBox[{-12.8, 0}, {-12.6, 29}, + RoundingRadius->0], RectangleBox[{-12.6, 0}, {-12.4, 48}, + RoundingRadius->0], RectangleBox[{-12.4, 0}, {-12.2, 57}, + RoundingRadius->0], RectangleBox[{-12.2, 0}, {-12., 24}, + RoundingRadius->0], RectangleBox[{-12., 0}, {-11.8, 74}, + RoundingRadius->0], RectangleBox[{-11.8, 0}, {-11.6, 113}, + RoundingRadius->0], RectangleBox[{-11.6, 0}, {-11.4, 74}, + RoundingRadius->0], RectangleBox[{-11.4, 0}, {-11.2, 87}, + RoundingRadius->0], RectangleBox[{-11.2, 0}, {-11., 147}, + RoundingRadius->0], RectangleBox[{-11., 0}, {-10.8, 143}, + RoundingRadius->0], RectangleBox[{-10.8, 0}, {-10.6, 207}, + RoundingRadius->0], RectangleBox[{-10.6, 0}, {-10.4, 186}, + RoundingRadius->0], RectangleBox[{-10.4, 0}, {-10.2, 222}, + RoundingRadius->0], RectangleBox[{-10.2, 0}, {-10., 228}, + RoundingRadius->0], RectangleBox[{-10., 0}, {-9.8, 289}, + RoundingRadius->0], RectangleBox[{-9.8, 0}, {-9.6, 285}, + RoundingRadius->0], RectangleBox[{-9.6, 0}, {-9.4, 361}, + RoundingRadius->0], RectangleBox[{-9.4, 0}, {-9.2, 420}, + RoundingRadius->0], RectangleBox[{-9.2, 0}, {-9., 523}, + RoundingRadius->0], RectangleBox[{-9., 0}, {-8.8, 584}, + RoundingRadius->0], RectangleBox[{-8.8, 0}, {-8.6, 754}, + RoundingRadius->0], RectangleBox[{-8.6, 0}, {-8.4, 683}, + RoundingRadius->0], RectangleBox[{-8.4, 0}, {-8.2, 804}, + RoundingRadius->0], RectangleBox[{-8.2, 0}, {-8., 807}, + RoundingRadius->0], RectangleBox[{-8., 0}, {-7.8, 956}, + RoundingRadius->0], RectangleBox[{-7.8, 0}, {-7.6, 1000}, + RoundingRadius->0], RectangleBox[{-7.6, 0}, {-7.4, 1225}, + RoundingRadius->0], RectangleBox[{-7.4, 0}, {-7.2, 1188}, + RoundingRadius->0], RectangleBox[{-7.2, 0}, {-7., 1343}, + RoundingRadius->0], RectangleBox[{-7., 0}, {-6.8, 1484}, + RoundingRadius->0], RectangleBox[{-6.8, 0}, {-6.6, 1521}, + RoundingRadius->0], RectangleBox[{-6.6, 0}, {-6.4, 1753}, + RoundingRadius->0], RectangleBox[{-6.4, 0}, {-6.2, 1760}, + RoundingRadius->0], RectangleBox[{-6.2, 0}, {-6., 2125}, + RoundingRadius->0], RectangleBox[{-6., 0}, {-5.8, 2119}, + RoundingRadius->0], RectangleBox[{-5.8, 0}, {-5.6, 2464}, + RoundingRadius->0], RectangleBox[{-5.6, 0}, {-5.4, 2474}, + RoundingRadius->0], RectangleBox[{-5.4, 0}, {-5.2, 2614}, + RoundingRadius->0], RectangleBox[{-5.2, 0}, {-5., 2694}, + RoundingRadius->0], RectangleBox[{-5., 0}, {-4.8, 3023}, + RoundingRadius->0], RectangleBox[{-4.8, 0}, {-4.6, 3104}, + RoundingRadius->0], RectangleBox[{-4.6, 0}, {-4.4, 3263}, + RoundingRadius->0], RectangleBox[{-4.4, 0}, {-4.2, 3363}, + RoundingRadius->0], RectangleBox[{-4.2, 0}, {-4., 3590}, + RoundingRadius->0], RectangleBox[{-4., 0}, {-3.8, 3576}, + RoundingRadius->0], RectangleBox[{-3.8, 0}, {-3.6, 3956}, + RoundingRadius->0], RectangleBox[{-3.6, 0}, {-3.4, 3847}, + RoundingRadius->0], RectangleBox[{-3.4, 0}, {-3.2, 3879}, + RoundingRadius->0], RectangleBox[{-3.2, 0}, {-3., 3825}, + RoundingRadius->0], RectangleBox[{-3., 0}, {-2.8, 4168}, + RoundingRadius->0], RectangleBox[{-2.8, 0}, {-2.6, 4094}, + RoundingRadius->0], RectangleBox[{-2.6, 0}, {-2.4, 4126}, + RoundingRadius->0], RectangleBox[{-2.4, 0}, {-2.2, 4301}, + RoundingRadius->0], RectangleBox[{-2.2, 0}, {-2., 4276}, + RoundingRadius->0], RectangleBox[{-2., 0}, {-1.8, 4182}, + RoundingRadius->0], RectangleBox[{-1.8, 0}, {-1.6, 4040}, + RoundingRadius->0], RectangleBox[{-1.6, 0}, {-1.4, 4248}, + RoundingRadius->0], RectangleBox[{-1.4, 0}, {-1.2, 4020}, + RoundingRadius->0], RectangleBox[{-1.2, 0}, {-1., 4067}, + RoundingRadius->0], RectangleBox[{-1., 0}, {-0.8, 4006}, + RoundingRadius->0], RectangleBox[{-0.8, 0}, {-0.6, 3885}, + RoundingRadius->0], RectangleBox[{-0.6, 0}, {-0.4, 3891}, + RoundingRadius->0], RectangleBox[{-0.4, 0}, {-0.2, 3497}, + RoundingRadius->0], RectangleBox[{-0.2, 0}, {0., 3602}, + RoundingRadius->0], RectangleBox[{0., 0}, {0.2, 3662}, + RoundingRadius->0], RectangleBox[{0.2, 0}, {0.4, 3120}, + RoundingRadius->0], RectangleBox[{0.4, 0}, {0.6, 3306}, + RoundingRadius->0], RectangleBox[{0.6, 0}, {0.8, 2996}, + RoundingRadius->0], RectangleBox[{0.8, 0}, {1., 2861}, + RoundingRadius->0], RectangleBox[{1., 0}, {1.2, 2765}, + RoundingRadius->0], RectangleBox[{1.2, 0}, {1.4, 2457}, + RoundingRadius->0], RectangleBox[{1.4, 0}, {1.6, 2526}, + RoundingRadius->0], RectangleBox[{1.6, 0}, {1.8, 2379}, + RoundingRadius->0], RectangleBox[{1.8, 0}, {2., 2195}, + RoundingRadius->0], RectangleBox[{2., 0}, {2.2, 2070}, + RoundingRadius->0], RectangleBox[{2.2, 0}, {2.4, 1869}, + RoundingRadius->0], RectangleBox[{2.4, 0}, {2.6, 1745}, + RoundingRadius->0], RectangleBox[{2.6, 0}, {2.8, 1750}, + RoundingRadius->0], RectangleBox[{2.8, 0}, {3., 1521}, + RoundingRadius->0], RectangleBox[{3., 0}, {3.2, 1308}, + RoundingRadius->0], RectangleBox[{3.2, 0}, {3.4, 1172}, + RoundingRadius->0], RectangleBox[{3.4, 0}, {3.6, 1183}, + RoundingRadius->0], RectangleBox[{3.6, 0}, {3.8, 1052}, + RoundingRadius->0], RectangleBox[{3.8, 0}, {4., 992}, + RoundingRadius->0], RectangleBox[{4., 0}, {4.2, 892}, + RoundingRadius->0], RectangleBox[{4.2, 0}, {4.4, 823}, + RoundingRadius->0], RectangleBox[{4.4, 0}, {4.6, 702}, + RoundingRadius->0], RectangleBox[{4.6, 0}, {4.8, 640}, + RoundingRadius->0], RectangleBox[{4.8, 0}, {5., 544}, + RoundingRadius->0], RectangleBox[{5., 0}, {5.2, 464}, + RoundingRadius->0], RectangleBox[{5.2, 0}, {5.4, 471}, + RoundingRadius->0], RectangleBox[{5.4, 0}, {5.6, 354}, + RoundingRadius->0], RectangleBox[{5.6, 0}, {5.8, 293}, + RoundingRadius->0], RectangleBox[{5.8, 0}, {6., 231}, + RoundingRadius->0], RectangleBox[{6., 0}, {6.2, 263}, + RoundingRadius->0], RectangleBox[{6.2, 0}, {6.4, 213}, + RoundingRadius->0], RectangleBox[{6.4, 0}, {6.6, 206}, + RoundingRadius->0], RectangleBox[{6.6, 0}, {6.8, 176}, + RoundingRadius->0], RectangleBox[{6.8, 0}, {7., 153}, + RoundingRadius->0], RectangleBox[{7., 0}, {7.2, 140}, + RoundingRadius->0], RectangleBox[{7.2, 0}, {7.4, 98}, + RoundingRadius->0], RectangleBox[{7.4, 0}, {7.6, 100}, + RoundingRadius->0], RectangleBox[{7.6, 0}, {7.8, 50}, + RoundingRadius->0], RectangleBox[{7.8, 0}, {8., 84}, + RoundingRadius->0], RectangleBox[{8., 0}, {8.2, 55}, + RoundingRadius->0], RectangleBox[{8.2, 0}, {8.4, 46}, + RoundingRadius->0], RectangleBox[{8.4, 0}, {8.6, 38}, + RoundingRadius->0], RectangleBox[{8.6, 0}, {8.8, 17}, + RoundingRadius->0], RectangleBox[{8.8, 0}, {9., 29}, + RoundingRadius->0], RectangleBox[{9., 0}, {9.2, 32}, + RoundingRadius->0], RectangleBox[{9.2, 0}, {9.4, 23}, + RoundingRadius->0], RectangleBox[{9.4, 0}, {9.6, 17}, + RoundingRadius->0], RectangleBox[{9.6, 0}, {9.8, 7}, + RoundingRadius->0], RectangleBox[{9.8, 0}, {10., 28}, + RoundingRadius->0], RectangleBox[{10., 0}, {10.2, 12}, + RoundingRadius->0], RectangleBox[{10.2, 0}, {10.4, 1}, + RoundingRadius->0], RectangleBox[{10.4, 0}, {10.6, 10}, + RoundingRadius->0], RectangleBox[{10.6, 0}, {10.8, 1}, + RoundingRadius->0], RectangleBox[{10.8, 0}, {11., 2}, + RoundingRadius->0], RectangleBox[{11., 0}, {11.2, 2}, + RoundingRadius->0], RectangleBox[{11.2, 0}, {11.4, 3}, + RoundingRadius->0], RectangleBox[{11.6, 0}, {11.8, 1}, + RoundingRadius->0], RectangleBox[{12., 0}, {12.2, 2}, + RoundingRadius->0]}, {}, {}}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->{True, False}, + AxesLabel->{ + FormBox["\"x2\"", TraditionalForm], None}, + AxesOrigin->{-17.4, 0}, + FrameTicks->{{Automatic, Automatic}, {Automatic, Automatic}}, + GridLines->{None, None}, + PlotRange->{{-17.4, 12.2}, {All, All}}, + PlotRangePadding->{{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.02], + Scaled[0.1]}}, + Ticks->{Automatic, None}]}], "}"}]}]}], "}"}]], "Output", + CellChangeTimes->{{3.633016145235283*^9, 3.633016174261404*^9}, + 3.633016773116061*^9, 3.6330169598133783`*^9, + 3.633017072736044*^9},ExpressionUUID->"d7cc4ce5-ec14-429f-a707-\ +32809d9cb037"] +}, Open ]] +}, Open ]] +}, Open ]], + +Cell[CellGroupData[{ + +Cell["MCMCModelFit example/test: straight line", "Section", + CellChangeTimes->{{3.532828169389843*^9, 3.532828183295141*^9}, { + 3.532832686977034*^9, 3.532832687321089*^9}, {3.536963664650141*^9, + 3.536963669409661*^9}, {3.537023856435667*^9, 3.537023856523425*^9}, { + 3.632970749420353*^9, + 3.63297075353932*^9}},ExpressionUUID->"d8f9aeba-6d30-450c-b9f1-\ +dd9786440375"], + +Cell[CellGroupData[{ + +Cell["Generate fake data with fake errors, then run MCMC routine", \ +"Subsubsection", + CellChangeTimes->{{3.5328281903907*^9, + 3.532828206025057*^9}},ExpressionUUID->"c47897a4-ac1d-468d-afc9-\ +f5076b5f4d08"], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{ + RowBox[{"error", "=", "2"}], ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"dattab", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"x", ",", + RowBox[{ + RowBox[{"5.", "x"}], "-", "3.", "+", + RowBox[{"RandomVariate", "[", + RowBox[{"NormalDistribution", "[", + RowBox[{"0", ",", "error"}], "]"}], + StyleBox["]", "DesignDiscussion"]}]}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"x", ",", "0", ",", "3", ",", ".01"}], "}"}]}], "]"}]}], + ";"}], "\n", + RowBox[{ + RowBox[{"errors", "=", + RowBox[{"Table", "[", + RowBox[{"error", ",", + RowBox[{"{", + RowBox[{"x", ",", "0", ",", "3", ",", ".01"}], "}"}]}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{"Timing", "[", + RowBox[{"mcmc", "=", + RowBox[{"MCMCModelFit", "[", + RowBox[{"dattab", ",", "errors", ",", + RowBox[{"(", + RowBox[{ + RowBox[{"a", " ", "x"}], "+", "b"}], ")"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"a", ",", "3", ",", ".1", ",", "Real"}], "}"}], ",", + RowBox[{"{", + RowBox[{"b", ",", + RowBox[{"-", "1"}], ",", ".1", ",", "Real"}], "}"}]}], "}"}], ",", + RowBox[{"{", "x", "}"}], ",", "100000", ",", + RowBox[{"\"\<MakeBestFitPlot\>\"", "\[Rule]", "True"}]}], "]"}]}], + "]"}]}], "Input", + CellChangeTimes->{{3.532470503043046*^9, 3.532470548641507*^9}, + 3.532474583488461*^9, {3.532476805885297*^9, 3.532476807572055*^9}, { + 3.53247800497998*^9, 3.532478024954958*^9}, {3.532478280008748*^9, + 3.532478290841416*^9}, 3.532479089348965*^9, {3.532623520760719*^9, + 3.532623526575855*^9}, 3.532623679316721*^9, 3.532637787357731*^9, { + 3.532638327828121*^9, 3.532638328785019*^9}, {3.532639522569953*^9, + 3.532639523491057*^9}, 3.532639778869751*^9, 3.532640120645333*^9, { + 3.53264037280981*^9, 3.532640375493689*^9}, {3.532640857760223*^9, + 3.532640881211286*^9}, {3.532640919149064*^9, 3.532641020211923*^9}, { + 3.53264111761439*^9, 3.532641118354222*^9}, {3.532641262895351*^9, + 3.53264128665473*^9}, {3.532641429995776*^9, 3.532641430557729*^9}, { + 3.532641702949858*^9, 3.532641703211575*^9}, {3.532721620704339*^9, + 3.532721649787036*^9}, {3.532721725465728*^9, 3.532721725920355*^9}, { + 3.53272175817665*^9, 3.532721762613114*^9}, {3.532724683467804*^9, + 3.532724684144259*^9}, {3.532725170886997*^9, 3.532725172882475*^9}, + 3.532725205159178*^9, {3.532741471040704*^9, 3.532741471837734*^9}, { + 3.532741512792196*^9, 3.532741517014777*^9}, {3.532742638033692*^9, + 3.532742693232846*^9}, {3.532744025702086*^9, 3.532744027772488*^9}, + 3.532745607067218*^9, {3.532745638161403*^9, 3.532745638412065*^9}, { + 3.53275648187515*^9, 3.532756481921105*^9}, 3.532756519814057*^9, { + 3.532803998689296*^9, 3.532803999417313*^9}, 3.532804090839958*^9, + 3.532813341919458*^9, {3.53282948034221*^9, 3.532829480672374*^9}, + 3.532829519569096*^9, {3.532904966979572*^9, 3.532904967838793*^9}, { + 3.6305585511394777`*^9, 3.630558551450108*^9}, {3.6305586183363047`*^9, + 3.630558625726315*^9}, {3.635049339498602*^9, + 3.6350493404186697`*^9}},ExpressionUUID->"354b9fba-4ce1-4efa-9501-\ +54b92f7571dc"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{"60.7579309999999992442099028266966342926`7.804202889619448", ",", + RowBox[{"\<\"MCMCResult\"\>", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"a", "\[Rule]", "4.969882242329237`"}], ",", + RowBox[{"b", "\[Rule]", + RowBox[{"-", "2.969873720300513`"}]}]}], "}"}], + ",", "\<\"\[LeftSkeleton]100000\[RightSkeleton]\"\>"}], "]"}]}], + "}"}]], "Output", + CellChangeTimes->{{3.532473060443391*^9, 3.532473065907316*^9}, + 3.532473169696643*^9, 3.532473313631024*^9, 3.532474584575818*^9, + 3.532474818820407*^9, 3.53247549154966*^9, 3.532475544699375*^9, + 3.532475599044082*^9, 3.532476752500829*^9, 3.532477167849952*^9, + 3.532477268712719*^9, 3.532477401481516*^9, 3.532477641581418*^9, + 3.532477687191351*^9, 3.532477764399882*^9, 3.532477828442769*^9, { + 3.532478022114006*^9, 3.532478025336572*^9}, {3.532478281424607*^9, + 3.532478291345506*^9}, 3.532478536295085*^9, 3.53247908978689*^9, + 3.532623560649061*^9, 3.532623631715847*^9, 3.532623756090025*^9, + 3.53263819969629*^9, 3.53263835885544*^9, 3.532639560834578*^9, + 3.532639675177945*^9, {3.532639759479009*^9, 3.532639812618476*^9}, + 3.532640159079712*^9, {3.532640362275654*^9, 3.532640376160499*^9}, + 3.532640415049622*^9, 3.532640739354101*^9, {3.532640848339893*^9, + 3.532640875090512*^9}, {3.532640912161776*^9, 3.532641001846752*^9}, + 3.532641053772083*^9, 3.532641143395295*^9, 3.532641181600721*^9, + 3.532641214140642*^9, {3.532641266153171*^9, 3.532641288045617*^9}, + 3.532641455285237*^9, 3.532641711591224*^9, 3.532669552444262*^9, + 3.532718975963412*^9, 3.53271907655373*^9, {3.532719244084182*^9, + 3.532719250709148*^9}, 3.53272159916773*^9, 3.532721652811228*^9, + 3.532721709876041*^9, 3.532721741447227*^9, 3.532721800470679*^9, + 3.532722177519086*^9, {3.53272224745859*^9, 3.532722275243825*^9}, + 3.532722603406935*^9, 3.532722676158246*^9, 3.532724727026152*^9, + 3.532725091346218*^9, 3.532725139885261*^9, {3.532725178066734*^9, + 3.532725207203033*^9}, 3.532725252418734*^9, 3.532741518388848*^9, + 3.532741649673482*^9, {3.532742649750627*^9, 3.532742698081972*^9}, + 3.532744078363848*^9, 3.532745173058586*^9, 3.532745399879708*^9, { + 3.532745615983711*^9, 3.532745669508604*^9}, 3.532745704270217*^9, + 3.532756499701463*^9, 3.532756547305325*^9, 3.532802535721067*^9, + 3.532802952170231*^9, 3.53280299560712*^9, 3.532803224716802*^9, + 3.532804009366049*^9, 3.532804097615051*^9, 3.532813349072314*^9, { + 3.532813382094482*^9, 3.532813403715179*^9}, {3.532829517819882*^9, + 3.532829542973808*^9}, 3.532829705952082*^9, 3.532877412653538*^9, + 3.532904232498519*^9, {3.532904456128675*^9, 3.53290451156397*^9}, + 3.532904939281447*^9, 3.53290501376286*^9, 3.532914444179324*^9, + 3.532978369460804*^9, 3.536961012757203*^9, 3.537024951642039*^9, + 3.53703010218586*^9, 3.630558546211481*^9, 3.630558606207419*^9, + 3.630558680749984*^9, 3.632969231455173*^9, 3.632969328532428*^9, + 3.632969489287829*^9, 3.632969751067328*^9, 3.6329698299185743`*^9, + 3.632969970138069*^9, + 3.6330172471609383`*^9},ExpressionUUID->"feb65b34-9329-45e9-ab0a-\ +7530d5a7ca41"] +}, Open ]] +}, Open ]], + +Cell[CellGroupData[{ + +Cell["Available data from MCMC", "Subsubsection", + CellChangeTimes->{{3.532829228760613*^9, 3.532829249463151*^9}, + 3.532890010591705*^9},ExpressionUUID->"149b4dc0-581f-4830-a7ad-\ +dfdc1859d6a0"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"mcmc", "[", "\"\<Properties\>\"", "]"}]], "Input", + CellChangeTimes->{{3.532472280163117*^9, 3.532472288076469*^9}, { + 3.532472320917828*^9, 3.532472324847211*^9}, {3.532472593945009*^9, + 3.532472602067549*^9}, {3.532472726171518*^9, 3.532472739759409*^9}, { + 3.532473800024789*^9, 3.532473810190777*^9}, {3.532473861320991*^9, + 3.532474050745886*^9}, {3.532474296275855*^9, 3.532474310162503*^9}, { + 3.532474668540355*^9, 3.532474680668287*^9}, {3.532475638270148*^9, + 3.532475674120084*^9}, {3.532477375049203*^9, 3.532477380845759*^9}, { + 3.532478060476784*^9, 3.532478124808575*^9}, {3.532478596630058*^9, + 3.532478650730509*^9}, {3.532478698265753*^9, 3.532478813791011*^9}, { + 3.53247885604622*^9, 3.532478913793344*^9}, 3.532478953020617*^9, { + 3.532623249621946*^9, 3.5326232576917*^9}, {3.532623315356314*^9, + 3.532623332607389*^9}, {3.53262344295765*^9, 3.532623443381827*^9}, { + 3.532639549598212*^9, 3.532639554697877*^9}, {3.532641292764724*^9, + 3.53264130709235*^9}, {3.532641413842683*^9, 3.532641422742432*^9}, { + 3.532741613802932*^9, 3.532741615294134*^9}, {3.532742621142598*^9, + 3.532742626185339*^9}, {3.532743996676396*^9, 3.53274399902497*^9}, { + 3.53274544235384*^9, 3.532745460499028*^9}, 3.532829251568089*^9, { + 3.532829482705209*^9, + 3.532829483013887*^9}},ExpressionUUID->"4c746389-708f-48cf-b40c-\ +c9c253506986"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{"\<\"BestFitParameters\"\>", ",", "\<\"ParameterErrors\"\>", + ",", "\<\"AverageAcceptance\"\>", ",", "\<\"TimeSpent\"\>", + ",", "\<\"NumSteps\"\>", ",", "\<\"Parameters\"\>", + ",", "\<\"ProposalSpreads\"\>", ",", "\<\"ParameterDomains\"\>", + ",", "\<\"BurnFraction\"\>", ",", "\<\"BurnEnd\"\>", + ",", "\<\"CorrelationMatrix\"\>", ",", "\<\"ParameterRun\"\>", + ",", "\<\"ParametersLogPRun\"\>", ",", "\<\"TransitionLogPRun\"\>", + ",", "\<\"BestFitPlot\"\>", ",", "\<\"ParameterRunPlots\"\>", + ",", "\<\"ParameterHistograms\"\>"}], "}"}]], "Output", + CellChangeTimes->{3.532829256664527*^9, 3.532829546930204*^9, + 3.532904849881196*^9, 3.535932304843434*^9, 3.536959405605065*^9, + 3.6305586103403997`*^9, 3.630558685984651*^9, 3.632970037910736*^9, + 3.633017247310833*^9},ExpressionUUID->"e0f3bb30-d70b-440c-bc27-\ +fb7e0b2116af"] +}, Open ]] +}, Open ]], + +Cell[CellGroupData[{ + +Cell["Results", "Subsubsection", + CellChangeTimes->{{3.532832753373936*^9, 3.53283275505381*^9}, + 3.532832850258202*^9, {3.532890007607726*^9, + 3.53289000991167*^9}},ExpressionUUID->"bd305829-067c-4561-a070-\ +5de7cb079018"], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{"mcmc", "[", + RowBox[{"{", + RowBox[{ + "\"\<BestFitParameters\>\"", ",", "\"\<ParameterErrors\>\"", ",", + "\"\<AverageAcceptance\>\"", ",", "\"\<CorrelationMatrix\>\""}], "}"}], + "]"}], "\[IndentingNewLine]", + RowBox[{"mcmc", "[", "\"\<ParameterHistograms\>\"", + "]"}], "\[IndentingNewLine]", + RowBox[{"mcmc", "[", "\"\<BestFitPlot\>\"", "]"}]}], "Input", + CellChangeTimes->{{3.532814146681756*^9, 3.532814265090119*^9}, { + 3.532814352348615*^9, 3.532814472976097*^9}, {3.532814547936155*^9, + 3.532814591067298*^9}, {3.532814669642845*^9, 3.532814712289361*^9}, { + 3.532814757028062*^9, 3.532814817226626*^9}, {3.532814890354059*^9, + 3.532814891008666*^9}, {3.532814950889757*^9, 3.532814962349358*^9}, { + 3.532815083635743*^9, 3.532815159185936*^9}, {3.532815281132838*^9, + 3.532815297604359*^9}, {3.532815450502363*^9, 3.532815454602201*^9}, { + 3.532815723170902*^9, 3.532815727481724*^9}, {3.532815990361492*^9, + 3.532815993442109*^9}, {3.532816059409387*^9, 3.532816059661065*^9}, + 3.532822554338734*^9, 3.532822618007026*^9, {3.532827552903625*^9, + 3.532827557346223*^9}, {3.532832746702154*^9, 3.532832748040124*^9}, + 3.532877311434612*^9, {3.537024912324957*^9, 3.537024928517816*^9}, + 3.537030079820947*^9, {3.633017251609207*^9, 3.633017254544438*^9}, { + 3.633017286298088*^9, + 3.633017290723155*^9}},ExpressionUUID->"0f069113-a69d-422c-8c4a-\ +9e8c57b510ff"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"\<\"BestFitParameters\"\>", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"a", "\[Rule]", "4.969882242329237`"}], ",", + RowBox[{"b", "\[Rule]", + RowBox[{"-", "2.969873720300513`"}]}]}], "}"}]}], ",", + RowBox[{"\<\"ParameterErrors\"\>", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"a", "\[Rule]", "0.13209538623319161`"}], ",", + RowBox[{"b", "\[Rule]", "0.22909386250862873`"}]}], "}"}]}], ",", + RowBox[{"\<\"AverageAcceptance\"\>", "\[Rule]", "0.4625133034327949`"}], + ",", + RowBox[{"\<\"CorrelationMatrix\"\>", "\[Rule]", + TagBox[ + RowBox[{"(", "\[NoBreak]", GridBox[{ + {"1.0000000000000053`", + RowBox[{"-", "0.8688708423934898`"}]}, + { + RowBox[{"-", "0.8688708423934898`"}], "0.9999999999999902`"} + }, + GridBoxAlignment->{ + "Columns" -> {{Center}}, "ColumnsIndexed" -> {}, + "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, + GridBoxSpacings->{"Columns" -> { + Offset[0.27999999999999997`], { + Offset[0.7]}, + Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> { + Offset[0.2], { + Offset[0.4]}, + Offset[0.2]}, "RowsIndexed" -> {}}], "\[NoBreak]", ")"}], + Function[BoxForm`e$, + MatrixForm[BoxForm`e$]]]}]}], "}"}]], "Output", + CellChangeTimes->{ + 3.532814194723003*^9, {3.532814242291733*^9, 3.532814265679334*^9}, { + 3.532814558103692*^9, 3.532814591328485*^9}, {3.532814769881647*^9, + 3.532814793244091*^9}, 3.532814863450305*^9, 3.532815013362019*^9, { + 3.532815105988823*^9, 3.532815146007161*^9}, 3.53281524954426*^9, + 3.532815334175509*^9, 3.532815501545065*^9, {3.532816064314044*^9, + 3.532816088635428*^9}, 3.532816138304587*^9, 3.532822602580641*^9, + 3.532822664517603*^9, 3.53282760304772*^9, 3.532827682668352*^9, + 3.532827740272399*^9, 3.532832981795433*^9, {3.532877301440702*^9, + 3.532877312665293*^9}, 3.532877375844033*^9, 3.532889984752663*^9, + 3.532904205648501*^9, 3.532904851184289*^9, 3.532914387807757*^9, + 3.535932307161292*^9, 3.53695877452464*^9, 3.536959088755789*^9, + 3.536959264590485*^9, 3.536959298827192*^9, 3.536959390204209*^9, { + 3.536960048796137*^9, 3.536960071883321*^9}, 3.536960517888471*^9, + 3.536960716151445*^9, 3.536960750678051*^9, 3.537024916147507*^9, + 3.53702495175086*^9, 3.537030112309099*^9, 3.630558691091366*^9, + 3.632969835664494*^9, 3.632970044558853*^9, 3.633017247362913*^9, { + 3.63301728711793*^9, + 3.6330172916505737`*^9}},ExpressionUUID->"37283dcd-cd19-462e-835c-\ +8bef76ea6936"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + GraphicsBox[ + {RGBColor[0.798413061722744, 0.824719615472648, 0.968322270542458], + EdgeForm[Opacity[0.027999999999999997`]], {}, + {RGBColor[0.798413061722744, 0.824719615472648, 0.968322270542458], + EdgeForm[Opacity[0.027999999999999997`]], + RectangleBox[{4.45, 0}, {4.46, 3}, + RoundingRadius->0], RectangleBox[{4.5, 0}, {4.51, 6}, + RoundingRadius->0], RectangleBox[{4.51, 0}, {4.52, 3}, + RoundingRadius->0], RectangleBox[{4.52, 0}, {4.53, 14}, + RoundingRadius->0], RectangleBox[{4.53, 0}, {4.54, 15}, + RoundingRadius->0], RectangleBox[{4.54, 0}, {4.55, 13}, + RoundingRadius->0], RectangleBox[{4.55, 0}, {4.56, 13}, + RoundingRadius->0], RectangleBox[{4.56, 0}, {4.57, 37}, + RoundingRadius->0], RectangleBox[{4.57, 0}, {4.58, 24}, + RoundingRadius->0], RectangleBox[{4.58, 0}, {4.59, 61}, + RoundingRadius->0], RectangleBox[{4.59, 0}, {4.6, 30}, + RoundingRadius->0], RectangleBox[{4.6, 0}, {4.61, 82}, + RoundingRadius->0], RectangleBox[{4.61, 0}, {4.62, 56}, + RoundingRadius->0], RectangleBox[{4.62, 0}, {4.63, 92}, + RoundingRadius->0], RectangleBox[{4.63, 0}, {4.64, 134}, + RoundingRadius->0], RectangleBox[{4.64, 0}, {4.65, 135}, + RoundingRadius->0], RectangleBox[{4.65, 0}, {4.66, 115}, + RoundingRadius->0], RectangleBox[{4.66, 0}, {4.67, 224}, + RoundingRadius->0], RectangleBox[{4.67, 0}, {4.68, 208}, + RoundingRadius->0], RectangleBox[{4.68, 0}, {4.69, 273}, + RoundingRadius->0], RectangleBox[{4.69, 0}, {4.7, 257}, + RoundingRadius->0], RectangleBox[{4.7, 0}, {4.71, 436}, + RoundingRadius->0], RectangleBox[{4.71, 0}, {4.72, 375}, + RoundingRadius->0], RectangleBox[{4.72, 0}, {4.73, 480}, + RoundingRadius->0], RectangleBox[{4.73, 0}, {4.74, 624}, + RoundingRadius->0], RectangleBox[{4.74, 0}, {4.75, 659}, + RoundingRadius->0], RectangleBox[{4.75, 0}, {4.76, 728}, + RoundingRadius->0], RectangleBox[{4.76, 0}, {4.77, 919}, + RoundingRadius->0], RectangleBox[{4.77, 0}, {4.78, 923}, + RoundingRadius->0], RectangleBox[{4.78, 0}, {4.79, 1072}, + RoundingRadius->0], RectangleBox[{4.79, 0}, {4.8, 1144}, + RoundingRadius->0], RectangleBox[{4.8, 0}, {4.81, 1315}, + RoundingRadius->0], RectangleBox[{4.81, 0}, {4.82, 1323}, + RoundingRadius->0], RectangleBox[{4.82, 0}, {4.83, 1571}, + RoundingRadius->0], RectangleBox[{4.83, 0}, {4.84, 1556}, + RoundingRadius->0], RectangleBox[{4.84, 0}, {4.85, 1648}, + RoundingRadius->0], RectangleBox[{4.85, 0}, {4.86, 1835}, + RoundingRadius->0], RectangleBox[{4.86, 0}, {4.87, 1882}, + RoundingRadius->0], RectangleBox[{4.87, 0}, {4.88, 2119}, + RoundingRadius->0], RectangleBox[{4.88, 0}, {4.89, 2199}, + RoundingRadius->0], RectangleBox[{4.89, 0}, {4.9, 2152}, + RoundingRadius->0], RectangleBox[{4.9, 0}, {4.91, 2547}, + RoundingRadius->0], RectangleBox[{4.91, 0}, {4.92, 2492}, + RoundingRadius->0], RectangleBox[{4.92, 0}, {4.93, 2577}, + RoundingRadius->0], RectangleBox[{4.93, 0}, {4.94, 2625}, + RoundingRadius->0], RectangleBox[{4.94, 0}, {4.95, 2598}, + RoundingRadius->0], RectangleBox[{4.95, 0}, {4.96, 2639}, + RoundingRadius->0], RectangleBox[{4.96, 0}, {4.97, 2594}, + RoundingRadius->0], RectangleBox[{4.97, 0}, {4.98, 2726}, + RoundingRadius->0], RectangleBox[{4.98, 0}, {4.99, 2713}, + RoundingRadius->0], RectangleBox[{4.99, 0}, {5., 2541}, + RoundingRadius->0], RectangleBox[{5., 0}, {5.01, 2530}, + RoundingRadius->0], RectangleBox[{5.01, 0}, {5.02, 2367}, + RoundingRadius->0], RectangleBox[{5.02, 0}, {5.03, 2451}, + RoundingRadius->0], RectangleBox[{5.03, 0}, {5.04, 2518}, + RoundingRadius->0], RectangleBox[{5.04, 0}, {5.05, 2510}, + RoundingRadius->0], RectangleBox[{5.05, 0}, {5.06, 2354}, + RoundingRadius->0], RectangleBox[{5.06, 0}, {5.07, 2106}, + RoundingRadius->0], RectangleBox[{5.07, 0}, {5.08, 1925}, + RoundingRadius->0], RectangleBox[{5.08, 0}, {5.09, 1887}, + RoundingRadius->0], RectangleBox[{5.09, 0}, {5.1, 1719}, + RoundingRadius->0], RectangleBox[{5.1, 0}, {5.11, 1748}, + RoundingRadius->0], RectangleBox[{5.11, 0}, {5.12, 1561}, + RoundingRadius->0], RectangleBox[{5.12, 0}, {5.13, 1346}, + RoundingRadius->0], RectangleBox[{5.13, 0}, {5.14, 1254}, + RoundingRadius->0], RectangleBox[{5.14, 0}, {5.15, 1167}, + RoundingRadius->0], RectangleBox[{5.15, 0}, {5.16, 1164}, + RoundingRadius->0], RectangleBox[{5.16, 0}, {5.17, 849}, + RoundingRadius->0], RectangleBox[{5.17, 0}, {5.18, 904}, + RoundingRadius->0], RectangleBox[{5.18, 0}, {5.19, 733}, + RoundingRadius->0], RectangleBox[{5.19, 0}, {5.2, 597}, + RoundingRadius->0], RectangleBox[{5.2, 0}, {5.21, 572}, + RoundingRadius->0], RectangleBox[{5.21, 0}, {5.22, 514}, + RoundingRadius->0], RectangleBox[{5.22, 0}, {5.23, 327}, + RoundingRadius->0], RectangleBox[{5.23, 0}, {5.24, 350}, + RoundingRadius->0], RectangleBox[{5.24, 0}, {5.25, 288}, + RoundingRadius->0], RectangleBox[{5.25, 0}, {5.26, 241}, + RoundingRadius->0], RectangleBox[{5.26, 0}, {5.27, 229}, + RoundingRadius->0], RectangleBox[{5.27, 0}, {5.28, 178}, + RoundingRadius->0], RectangleBox[{5.28, 0}, {5.29, 187}, + RoundingRadius->0], RectangleBox[{5.29, 0}, {5.3, 124}, + RoundingRadius->0], RectangleBox[{5.3, 0}, {5.31, 114}, + RoundingRadius->0], RectangleBox[{5.31, 0}, {5.32, 82}, + RoundingRadius->0], RectangleBox[{5.32, 0}, {5.33, 73}, + RoundingRadius->0], RectangleBox[{5.33, 0}, {5.34, 47}, + RoundingRadius->0], RectangleBox[{5.34, 0}, {5.35, 21}, + RoundingRadius->0], RectangleBox[{5.35, 0}, {5.36, 38}, + RoundingRadius->0], RectangleBox[{5.36, 0}, {5.37, 29}, + RoundingRadius->0], RectangleBox[{5.37, 0}, {5.38, 15}, + RoundingRadius->0], RectangleBox[{5.38, 0}, {5.39, 13}, + RoundingRadius->0], RectangleBox[{5.39, 0}, {5.4, 24}, + RoundingRadius->0], RectangleBox[{5.4, 0}, {5.41, 18}, + RoundingRadius->0], RectangleBox[{5.41, 0}, {5.42, 5}, + RoundingRadius->0], RectangleBox[{5.42, 0}, {5.43, 9}, + RoundingRadius->0], RectangleBox[{5.44, 0}, {5.45, 4}, + RoundingRadius->0], RectangleBox[{5.48, 0}, {5.49, 2}, + RoundingRadius->0]}, {}, {}}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->{True, False}, + AxesLabel->{ + FormBox["\"a\"", TraditionalForm], None}, + AxesOrigin->{4.45, 0}, + FrameTicks->{{Automatic, Automatic}, {Automatic, Automatic}}, + GridLines->{None, None}, + PlotRange->{{4.45, 5.49}, {All, All}}, + PlotRangePadding->{{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.02], + Scaled[0.1]}}, + Ticks->{Automatic, None}], ",", + GraphicsBox[ + {RGBColor[0.798413061722744, 0.824719615472648, 0.968322270542458], + EdgeForm[Opacity[0.105]], {}, + {RGBColor[0.798413061722744, 0.824719615472648, 0.968322270542458], + EdgeForm[Opacity[0.105]], RectangleBox[{-3.84, 0}, {-3.82, 1}, + RoundingRadius->0], RectangleBox[{-3.82, 0}, {-3.8, 9}, + RoundingRadius->0], RectangleBox[{-3.8, 0}, {-3.78, 1}, + RoundingRadius->0], RectangleBox[{-3.78, 0}, {-3.76, 2}, + RoundingRadius->0], RectangleBox[{-3.76, 0}, {-3.74, 13}, + RoundingRadius->0], RectangleBox[{-3.74, 0}, {-3.72, 4}, + RoundingRadius->0], RectangleBox[{-3.72, 0}, {-3.7, 11}, + RoundingRadius->0], RectangleBox[{-3.7, 0}, {-3.68, 12}, + RoundingRadius->0], RectangleBox[{-3.68, 0}, {-3.66, 35}, + RoundingRadius->0], RectangleBox[{-3.66, 0}, {-3.64, 36}, + RoundingRadius->0], RectangleBox[{-3.64, 0}, {-3.62, 24}, + RoundingRadius->0], RectangleBox[{-3.62, 0}, {-3.6, 42}, + RoundingRadius->0], RectangleBox[{-3.6, 0}, {-3.58, 77}, + RoundingRadius->0], RectangleBox[{-3.58, 0}, {-3.56, 103}, + RoundingRadius->0], RectangleBox[{-3.56, 0}, {-3.54, 111}, + RoundingRadius->0], RectangleBox[{-3.54, 0}, {-3.52, 135}, + RoundingRadius->0], RectangleBox[{-3.52, 0}, {-3.5, 210}, + RoundingRadius->0], RectangleBox[{-3.5, 0}, {-3.48, 190}, + RoundingRadius->0], RectangleBox[{-3.48, 0}, {-3.46, 274}, + RoundingRadius->0], RectangleBox[{-3.46, 0}, {-3.44, 363}, + RoundingRadius->0], RectangleBox[{-3.44, 0}, {-3.42, 451}, + RoundingRadius->0], RectangleBox[{-3.42, 0}, {-3.4, 486}, + RoundingRadius->0], RectangleBox[{-3.4, 0}, {-3.38, 543}, + RoundingRadius->0], RectangleBox[{-3.38, 0}, {-3.36, 775}, + RoundingRadius->0], RectangleBox[{-3.36, 0}, {-3.34, 837}, + RoundingRadius->0], RectangleBox[{-3.34, 0}, {-3.32, 989}, + RoundingRadius->0], RectangleBox[{-3.32, 0}, {-3.3, 1109}, + RoundingRadius->0], RectangleBox[{-3.3, 0}, {-3.28, 1163}, + RoundingRadius->0], RectangleBox[{-3.28, 0}, {-3.26, 1367}, + RoundingRadius->0], RectangleBox[{-3.26, 0}, {-3.24, 1535}, + RoundingRadius->0], RectangleBox[{-3.24, 0}, {-3.22, 1607}, + RoundingRadius->0], RectangleBox[{-3.22, 0}, {-3.2, 1886}, + RoundingRadius->0], RectangleBox[{-3.2, 0}, {-3.18, 1979}, + RoundingRadius->0], RectangleBox[{-3.18, 0}, {-3.16, 2076}, + RoundingRadius->0], RectangleBox[{-3.16, 0}, {-3.14, 2278}, + RoundingRadius->0], RectangleBox[{-3.14, 0}, {-3.12, 2619}, + RoundingRadius->0], RectangleBox[{-3.12, 0}, {-3.1, 2642}, + RoundingRadius->0], RectangleBox[{-3.1, 0}, {-3.08, 2791}, + RoundingRadius->0], RectangleBox[{-3.08, 0}, {-3.06, 3050}, + RoundingRadius->0], RectangleBox[{-3.06, 0}, {-3.04, 2760}, + RoundingRadius->0], RectangleBox[{-3.04, 0}, {-3.02, 2843}, + RoundingRadius->0], RectangleBox[{-3.02, 0}, {-3., 3169}, + RoundingRadius->0], RectangleBox[{-3., 0}, {-2.98, 3190}, + RoundingRadius->0], RectangleBox[{-2.98, 0}, {-2.96, 3100}, + RoundingRadius->0], RectangleBox[{-2.96, 0}, {-2.94, 3011}, + RoundingRadius->0], RectangleBox[{-2.94, 0}, {-2.92, 2855}, + RoundingRadius->0], RectangleBox[{-2.92, 0}, {-2.9, 3052}, + RoundingRadius->0], RectangleBox[{-2.9, 0}, {-2.88, 3021}, + RoundingRadius->0], RectangleBox[{-2.88, 0}, {-2.86, 2733}, + RoundingRadius->0], RectangleBox[{-2.86, 0}, {-2.84, 2449}, + RoundingRadius->0], RectangleBox[{-2.84, 0}, {-2.82, 2530}, + RoundingRadius->0], RectangleBox[{-2.82, 0}, {-2.8, 2390}, + RoundingRadius->0], RectangleBox[{-2.8, 0}, {-2.78, 2331}, + RoundingRadius->0], RectangleBox[{-2.78, 0}, {-2.76, 2172}, + RoundingRadius->0], RectangleBox[{-2.76, 0}, {-2.74, 1926}, + RoundingRadius->0], RectangleBox[{-2.74, 0}, {-2.72, 1733}, + RoundingRadius->0], RectangleBox[{-2.72, 0}, {-2.7, 1782}, + RoundingRadius->0], RectangleBox[{-2.7, 0}, {-2.68, 1629}, + RoundingRadius->0], RectangleBox[{-2.68, 0}, {-2.66, 1399}, + RoundingRadius->0], RectangleBox[{-2.66, 0}, {-2.64, 1188}, + RoundingRadius->0], RectangleBox[{-2.64, 0}, {-2.62, 1048}, + RoundingRadius->0], RectangleBox[{-2.62, 0}, {-2.6, 830}, + RoundingRadius->0], RectangleBox[{-2.6, 0}, {-2.58, 913}, + RoundingRadius->0], RectangleBox[{-2.58, 0}, {-2.56, 729}, + RoundingRadius->0], RectangleBox[{-2.56, 0}, {-2.54, 595}, + RoundingRadius->0], RectangleBox[{-2.54, 0}, {-2.52, 527}, + RoundingRadius->0], RectangleBox[{-2.52, 0}, {-2.5, 428}, + RoundingRadius->0], RectangleBox[{-2.5, 0}, {-2.48, 381}, + RoundingRadius->0], RectangleBox[{-2.48, 0}, {-2.46, 324}, + RoundingRadius->0], RectangleBox[{-2.46, 0}, {-2.44, 273}, + RoundingRadius->0], RectangleBox[{-2.44, 0}, {-2.42, 223}, + RoundingRadius->0], RectangleBox[{-2.42, 0}, {-2.4, 139}, + RoundingRadius->0], RectangleBox[{-2.4, 0}, {-2.38, 115}, + RoundingRadius->0], RectangleBox[{-2.38, 0}, {-2.36, 123}, + RoundingRadius->0], RectangleBox[{-2.36, 0}, {-2.34, 74}, + RoundingRadius->0], RectangleBox[{-2.34, 0}, {-2.32, 56}, + RoundingRadius->0], RectangleBox[{-2.32, 0}, {-2.3, 45}, + RoundingRadius->0], RectangleBox[{-2.3, 0}, {-2.28, 25}, + RoundingRadius->0], RectangleBox[{-2.28, 0}, {-2.26, 21}, + RoundingRadius->0], RectangleBox[{-2.26, 0}, {-2.24, 6}, + RoundingRadius->0], RectangleBox[{-2.24, 0}, {-2.22, 5}, + RoundingRadius->0], RectangleBox[{-2.22, 0}, {-2.2, 6}, + RoundingRadius->0], RectangleBox[{-2.2, 0}, {-2.18, 5}, + RoundingRadius->0], RectangleBox[{-2.18, 0}, {-2.16, 7}, + RoundingRadius->0], RectangleBox[{-2.16, 0}, {-2.14, 4}, + RoundingRadius->0]}, {}, {}}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->{True, False}, + AxesLabel->{ + FormBox["\"b\"", TraditionalForm], None}, + AxesOrigin->{-3.84, 0}, + FrameTicks->{{Automatic, Automatic}, {Automatic, Automatic}}, + GridLines->{None, None}, + PlotRange->{{-3.84, -2.14}, {All, All}}, + PlotRangePadding->{{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.02], + Scaled[0.1]}}, + Ticks->{Automatic, None}]}], "}"}]], "Output", + CellChangeTimes->{ + 3.532814194723003*^9, {3.532814242291733*^9, 3.532814265679334*^9}, { + 3.532814558103692*^9, 3.532814591328485*^9}, {3.532814769881647*^9, + 3.532814793244091*^9}, 3.532814863450305*^9, 3.532815013362019*^9, { + 3.532815105988823*^9, 3.532815146007161*^9}, 3.53281524954426*^9, + 3.532815334175509*^9, 3.532815501545065*^9, {3.532816064314044*^9, + 3.532816088635428*^9}, 3.532816138304587*^9, 3.532822602580641*^9, + 3.532822664517603*^9, 3.53282760304772*^9, 3.532827682668352*^9, + 3.532827740272399*^9, 3.532832981795433*^9, {3.532877301440702*^9, + 3.532877312665293*^9}, 3.532877375844033*^9, 3.532889984752663*^9, + 3.532904205648501*^9, 3.532904851184289*^9, 3.532914387807757*^9, + 3.535932307161292*^9, 3.53695877452464*^9, 3.536959088755789*^9, + 3.536959264590485*^9, 3.536959298827192*^9, 3.536959390204209*^9, { + 3.536960048796137*^9, 3.536960071883321*^9}, 3.536960517888471*^9, + 3.536960716151445*^9, 3.536960750678051*^9, 3.537024916147507*^9, + 3.53702495175086*^9, 3.537030112309099*^9, 3.630558691091366*^9, + 3.632969835664494*^9, 3.632970044558853*^9, 3.633017247362913*^9, { + 3.63301728711793*^9, + 3.633017292157442*^9}},ExpressionUUID->"5e4a71ee-7a8f-4e16-b2a4-\ +7ed6c88dd3b3"], + +Cell[BoxData[ + GraphicsBox[{{{}, {}, + {Hue[0.67, 0.6, 0.6], LineBox[CompressedData[" +1:eJwVxXk41GkcAPAxjtdRStlZuc/51ajV08qm4v1GKcqxqRlHqx1XklsROpBR +KzM5i8og245ot9LBpMyMxHSYzVG2R4hGu46aGUTu3f3j83zMAqP3hpBJJJL7 +f/7/6+6oEq/oGMfNRT4LexqRMDOYWP0n1QOzPFQ5sjokbP0sDWdTA3CbSo1R +3i0klN91zo6gRuGwWC2HrqtImE4ZNzxAPYUL3RpSmIlI+KLFbdCbysHyOYvp +Y2uRMLos4ZknlYt5TNk496KaUJSdXe9O/QPrWmcOycNVhapqcWgoXIAZxcZc +Wj9Z6HqaybpPb8GNh3PPx6eThLVJIT3X2ySYsBVHuRycE7z1O2ITl9iBS3Y7 ++7btmxLo7GSHiqALBxLx95PLxgTLO0NqfvDvxqPxil2l2iMCC9OIG6zAPlyn +d8JUqtUv2NQT+WJbXj9O1RNFXnotEYhmUvd0XvmAyyZTTTTpd3GYQCxuSB/E +PpOti/THXbg4iKf/zc9/YykjoHHGfBCv8+mfXAgZwnMutL6x9TLcO+4pAdcR +XEd3WcJwncBjfavWU/Z/wpYdZhSNg9M4pzr5EIMhw48uOFR8OrCAqcvU3Y9f +kWO17Xv7fNOV4EFMajWnVIGbpJcteOoq0GmVj37MG8N+Fho2g0FqYHmmY/VP +xeP4XOaSWLZCHey9+mxLr0zgVxq3JzzitaAnhuXIzv6C5bQkrPR8KdTY+y59 +mjuJveuOvOesWQ4UesvbStYUNqj6PaPQRwfwACm38ehXLKsWPKtMWwHFlLCl +1OPTWBsMaYonKyGde/jsxvAZvKpC6/MduS6USIqaOTGzOLZoRyvPjgIno/Ll +RnFz+HWJp3tVwrcwwlyt5xs4j63iRtdblevB+flhld7QBSz6q8PmtXQVPBzd +KdP2W8Su2h558ysM4I3VpoHNliTo9i4q3LDFEMLWBNnkXycB33rdvasnjEBE +90/ZZqwEZ9r32Z2uNIbvfYZv6JYrQbFWS8fFTyYQccaly8GADBKN0PB8jimc +C1WfUconQ2ehVz3TwgweGzEXh3WVgXzkffHzJjPgL2Qq0zjK8BvPvira3xwk +d52H2ToqELNu065bC+bw1DS0OTtPBRzruXZfuBaQUbu/vF9TFTJuS+iJtpZw +wPxdgD9bFeSfK1QK3ljC7AMbA2ukBu0FTtLRSCs4oTz0svCUGtQ5ueruIVOB +YmnPtCIhaLb/0rajggqJUfQJzSQEbkXhohR7AgztgsXUFATaA4ok/a0ECOdj +rzqdRNBpnbSB70iAJpu9PTkNQYDgbMWkMwHc6qaCoV8QHP34KyvWg4DmfzZs +FF9GcM22z/VQEAG6QcsSWI8QzLzybt/LJoBPM3Irb0DQoN+dpbhAQMAYzfix +EEFGcKBzTh4BlWkuzRNNCJZ/jbnXeomALWUnKcGtCKgmnIu7rhEQ2DPywKkX +gVek2M+xlgB0fTor4D0CSq3nyh4+ATcj0MHkAQTvSF0vUh4RMDlrjmo+Iggr +GNzKFxGQpe/HMJMhOFVPNrF9SYDNwCFrBwWC7apZXe0SAjpvHFv0GUeg6amT +E9tGgLF9Li9nCkHBgInSrTcEPCGVptycRuC3lsd3f0tAmPimp3gWgWnCd3Gj +3QQsyXloIZ1HIBXcp53vJeAOQzy1uIigSsPhw5p+Av4F+uAwbw== + "]]}}, {{}, + {RGBColor[0.24720000000000014`, 0.24, 0.6], PointBox[CompressedData[" +1:eJw11nk81PkfB/C5Z3KM27Du+0ratlOb92crpWP7lWprpd3KJrVEmyMk2122 +Tdk2q3vTdohOaQkzhUSUMzYdxpFbgzEGw/zwfc/3H48v5vP5vF/P9/uD1ZZg +760MGo3mSqfRxr+qnperZ6X5pmmIovXvLBZHHYI488jaM3UG+H4GXmTGzBI4 +6Iv+NT/cserfS0Drj0vLduPjz6/B9Z7fM8/lWorOJY0/t6A4OvHnzBI+/v4d +2Hj7q+4MkUzYuWr8O/eB8zBQ7eYyHn4+HXy3piimftQXqdUkh8xTewxTppOr +56UCXC8TvETs5oedk0ROvvHP+h2zoe/cQzsao09IrZ8L9wRnCqcyP8C1sU/X +JIsgyynQ5pn3MO73FEje3W82vu4QfjXx5MGodpnr2VCxkNo/H6ZVbo74zqdP +mNfvOLZDASzJuWV1qlYLz1MI1w7Iskcy6CLviQ1fgEawS97/qpVC6nxFUOa6 +W+uH531CcdT4gsXAoS/S1Rrh4XlLYCrT5UK4KEu4a/x4IaVwYcY9edY+Bubz +Co4frp7tvFsKlEYZmGqY3Fj7XlNE1VMG1YK/fUnmoNBrYoNyeHvpQFDk5gas +rxw6DNIu/BAsFY7v5htfAXuqtyWbtfFFVL2VsDjwK78daX3CiXJqKmHfj7SG +E/vphKq/CuYO6Gz5Nogtshg/jnk1cF9Et+6VN2Ie1TDbJMP4Uo++aJv/+PMG +qm1DxXLBIFD51ED5+S1RJv82CcdX079TA5GfS9398yRCKq9a+NK8qDaiWUMk +G1+uvxbEOnOmTnXSRt//QM5K/fCgVVvkMbHgW0jN+b7f60IdUHm+hY+roqOz +S98KJ453uA7C+Ff9XqUrhFS+76Dkc90vzT4iYWnJ+PMOBB2adxYrFZj3e3if +IHP5Z4EEDCYO+AF+Cnv4ztSjEvvnA9jy/GYnpLNFE8v5foT6hAOWszPPokc9 +0PY7bk38kUmoeurh19GKpo01Fdhv9dDTHilZ18jG+urhSm7hAntxF1BeYrAL +qI1wiBMDVa8YwHi7nZm4Fyg/MWiYzK7d5cQmVP0NcKxpZfVPVeqE8myA0M3f +eakLOzCPBriZpu61dFYcUL6NUO1g80dYMENE5dMIHh+P6FUfl6F3I/g+Ldq9 +mqNNqLyaQOOa25dJhZXY/03QGrv04QibJaLya4Kzys2Dh+14hOqHZtAt7VYW +5moTKs9muHD09Q/v3WRA9UczXOb9ETqoGBBS+X6CEx4L2DFv9AjVL5/gaNdM +3bCgIaDy/gRyv5Sb08seY/+0QEO1RCFsUQCVfwskdhcJvQ9JgOqnFhC5n43k +7VQKKY9WCCneH/DgxTBQHq2wb+H6mbEh/ejRCt4n41Ij6+iE8miFqLd1axc6 +teD8tEGt52rZSXk+zm8brDyVvy/3fifOUxs8y98cI/jZAD3aQdo8slesrktO +TXi0g9zLz9dsRj7Oeztc0b8+7dLhJ3i/dMDKwG//6TrYCpRHB8w3NXy0d6Uc +KI8O2L2Avqb0Hg3vh05Q083vWjM0CpRHJ/wwjbXebAqXUB6dsD7ff+jqvf+E +lEcXTA/8hj9pDx09ukBj+OmBD2P1Uh5d8F0Wybt9S4H93g0J6Qm6eSVs9OiG +M3DYalh7BD26Ifoqf8W/ATL0+AxWq2ppPmrahPL4DBuinnWxCniE8vgMGfcX +s//RlKKHBIrc20bWhWpif0mg/4Q8OpMrQx8J/Kq3ZErWqCbeNxJYckRUX3NF +i1BeEjgZ3mwSYqCB9UrA7+dRAb9BD/0kcK0kvqx4rA+o+ntAu09968nJAzhf +PZD8WOl7LEEBVB498Od9dY5OihmhfHuANmnt6itNhdivPfA1o7m54pEaobx7 +gMeUahgksgiVVy8QmnrdQ5+bQsq/FyztlxtOtcgXUvn1QnyCmB93gI7z2Qt3 +oytaLPqVmGcv/LE95VJaEJ1Q/dELF1+6SQtv9mC+fXDtamLiz/9NIlS/9EG8 +v4vjiBsH8+6DKu+FNzTu6hCqf/ogJjTtoPCQHOehD76IL/fh39MjVD/1wV/x +fS2NYUaE8pDC6KOpu7ntbPSQwp1drwt6A/Tw/pKCZtjpF0orY/SQgueh7KiX +g4M4P1KImt+0Tr1KBz2k8GjmV2sC01UeUjDipYevOF+JHv2g1D+bW/CcSyiP +fvhUoT/6LoyF/dkPxxJm3d01h44e/TDT5r1v6mk97Nd+qGs14exo1kCPfni3 +X0wen1NDDxmk5z2wWlKgmkcZLFcGzbx8dAgoDxl0+DudDu7TRw8ZZPv3aMX7 +MwnlIYPHuYYVhreN0EMGtBQL25i7xoTyGICWqrVTyk2N0GMAnDisJ1yWPnoM +wA4PhdaaOiXO8wC4eD1YaVJCw3kYgHL1MIsXTTT0GIBTxU/2qfH10UMOe7cs +bLsxRYAeY+9zi3X2fLRFDznwPNVznt+Q4PzL4VdFWf6TAD7OhxzmhSp+m1b1 +BXrIITw2O+e6NRM95DByJbV96lLVfT0IKb+c1Uk8KsP5GAS3v/UbBVcs0WMQ +jvldTG2MMUKPQSg+42P0pEDlMQgZLp4s72Uqj0Fof2QY+FJqhB5DkO/1rb/T +fwL0GIL1Z+wzcmq18H4ZAqO7508FeOngfTkEm5h2ZutStNFjCFbERtsN/KXy +GILtkwpjTvAE6DEM8hyBzhmWDnoMgwvvUEhalg56DEOY2HLGsJSN8zEMaxpv +xe6Q2aLHMNztOqpZMWSAHsPAM0v+I/93LnoooN1O3XnhBRP0UMDF7VaHMu6z +0UMBPFbytDd/6uJ8KOBjzp7lS4N46DH2/tuBnd2OJuihAI+RpGDLYXP0UEBK +hWyObaEAPUbA1tzlbxNPbZyPEfh0LqkgaMgIPUYg4NaxZ5e3qjxGgN/kGy4L +EaDHCExuCA/e0G6OHiMgSNk6/8MhQ/QYBSG7c491kRl6jEJYos3S7deM0WMU +5hqPXDTP4qDHKByYbqL7eq8NeozC5uxVTzVDVR6jkFo2xXPDHgP0UIKL/xp/ +4++N0UMJdrF+xk2OhuihhDvLcnfeuuyMHkowaMvjJL9ReSihZzjKLVhpjB5K +OHjfezP/e2v0oJEYy66fio3MsZ6xOboM7l7VluhDI+frXmtZdRphfTTisCvJ +nDZiil40ojzhEDDlsgmZKNefRp5k/6g7fYEA/Whkn/WNw9c9DfB+oJFE9+Q2 +Tz0r9KSRwOXDNL+x/ag8aMTqfVXMigdG6Esjm3xSYtcvsMR8aMTmXFLCq1+s +0JtGklr2bMoxs8S86GST5oKD52TW6E8nyhU1p/t6TTA/Otk5P+d4X6kA+4FO +nrzWvr5lLx/zpJNIEv6la7FqXukkKGJ6usNYPVS+dOL+seSJ3gkB9gudSLc4 +162SGGPedHL2z4NPyyt0sX/oRLL0dl9DnSHmTyfTXtJ/P73ZGvuJTrgCq02+ +rrbowSCrfRpSO2tVHgziWVY8Z/X3Kg8GuSFYz7Owt0UPBhGdPx1dvc4SPRhE +4ZUf53pS1X8M4tVrsWjeVhP0YJD9tqbJghod9GCQvQ29Tf1SB/RgkA7npXGh +OSoPBlnpf3rNzHsG6MEgb3fO/JwfaooeDPLcO3nAwMwaPRjk2Jb7f5UdMEUP +JlGc0S2IvmiGHkxiYXlkdUu6LXowyc4Fh9cui7BDDyZhxXsKrhQ5oweTSG+v +zFd42KIHk3y7seT39nor9GCSyhC3ZTd5tujBJDR675HWTCv0YBK/9ymc3YWW +6MEkZnGclIol1ujBJF8PhXGLnK3Qg0ncIpIajx1zQo+xv6MzLA/yHG3Rg0WO ++9hbq7nYoweLdPVuE9P9jNGDRWy2z3qsXa3yYBHbOl7i/Txz9GCRbvvPX6ud +dkQPFhEElK0osXRADxZhvUw3DFczRw8W6cwM/9S93xo9WOS1hC/d0WmJHizy +au1DSfIbF/RgkTwfzRfnOLbowSKl/QWuvRtt0INNKleEVulPs0MPNrmWcHPm +Nzvt0INNyocYveF2U9CDTSLC8rj2Ear/R9lkno3xDtdYO/RgE/6XfpO0U53Q +g02uBoVODpphgh5s0tmr5mHy3hk92ET81I8d0WuFHmxSJY4sPTnfHj3YhLEw +xif5kBN6sEngkjk301Y6oAeH5OZsWDq5who9OKRtw3rJnTWm6MEhRyetcHxW +YI4eHJIy6D7/9lpr9OAQFyO9Iv3f7NCDQ+a+utyt5aHy4JCwh4uF239xRg8O +ua7/PDL6Tyf04JAvMoIDpons0IND8ioV1UbTXdGDQxaFLDr+zMIVPThkh+Nd +x/nggh4c4vRYXq80d0UPLmm5d9klL8MBPbikOqsra5u5A3pwyexC7qWarY7o +wSUJ23z/SQywQQ8usUyQnIxKskYPLrGN8vvrxS3VfHAJnzaZLT/igB5cElP/ +q527niV6cElsX7J7UY0jenCJJu+3SqvttujBJa1zz/7ET7dHj7Hz3Z47vHyR +PXrwSM+27HmJ5ZPJ/wGMuqLt + "]]}, {}}}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->False, + AxesOrigin->{0, 0}, + Frame->True, + FrameLabel->{None, None}, + Method->{}, + PlotRange->{All, All}, + PlotRangeClipping->True, + PlotRangePadding->{Automatic, Automatic}]], "Output", + CellChangeTimes->{ + 3.532814194723003*^9, {3.532814242291733*^9, 3.532814265679334*^9}, { + 3.532814558103692*^9, 3.532814591328485*^9}, {3.532814769881647*^9, + 3.532814793244091*^9}, 3.532814863450305*^9, 3.532815013362019*^9, { + 3.532815105988823*^9, 3.532815146007161*^9}, 3.53281524954426*^9, + 3.532815334175509*^9, 3.532815501545065*^9, {3.532816064314044*^9, + 3.532816088635428*^9}, 3.532816138304587*^9, 3.532822602580641*^9, + 3.532822664517603*^9, 3.53282760304772*^9, 3.532827682668352*^9, + 3.532827740272399*^9, 3.532832981795433*^9, {3.532877301440702*^9, + 3.532877312665293*^9}, 3.532877375844033*^9, 3.532889984752663*^9, + 3.532904205648501*^9, 3.532904851184289*^9, 3.532914387807757*^9, + 3.535932307161292*^9, 3.53695877452464*^9, 3.536959088755789*^9, + 3.536959264590485*^9, 3.536959298827192*^9, 3.536959390204209*^9, { + 3.536960048796137*^9, 3.536960071883321*^9}, 3.536960517888471*^9, + 3.536960716151445*^9, 3.536960750678051*^9, 3.537024916147507*^9, + 3.53702495175086*^9, 3.537030112309099*^9, 3.630558691091366*^9, + 3.632969835664494*^9, 3.632970044558853*^9, 3.633017247362913*^9, { + 3.63301728711793*^9, + 3.633017292216975*^9}},ExpressionUUID->"b8fdb71c-32cf-4016-bfc9-\ +b6b7b9326d29"] +}, Open ]] +}, Open ]], + +Cell[CellGroupData[{ + +Cell["Comparison with analytics", "Subsubsection", + CellChangeTimes->{{3.532829571760285*^9, + 3.532829578353379*^9}},ExpressionUUID->"e7d0e412-b490-48b7-bfd5-\ +ef1693503da4"], + +Cell["\<\ +In this case of a straight line we can also compare with analytic results. \ +The best-fit parameters and parameter errors obtained with MCMC vs. analytic \ +least-squares methods agree nicely! (See e.g. Bevington 2003, ch. 6.)\ +\>", "Text", + CellChangeTimes->{{3.53282823149476*^9, 3.532828370503629*^9}, { + 3.532829091128548*^9, 3.532829202506707*^9}, {3.532829582405156*^9, + 3.532829622577196*^9}, {3.532829730969376*^9, 3.532829752624051*^9}, { + 3.53287742594675*^9, 3.53287744684701*^9}, {3.53291448986967*^9, + 3.5329144931329*^9}, {3.536963684803816*^9, 3.536963698145788*^9}, { + 3.537023829408561*^9, + 3.537023838284738*^9}},ExpressionUUID->"494c34bb-a487-4eb8-96d7-\ +616c885472ca"], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{ + RowBox[{ + RowBox[{"Delta", "=", + RowBox[{ + RowBox[{ + RowBox[{"Total", "[", + RowBox[{"1", "/", + SuperscriptBox["errors", "2"]}], "]"}], + RowBox[{"Total", "[", + RowBox[{ + RowBox[{ + RowBox[{"dattab", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], "^", "2"}], "/", + RowBox[{"errors", "^", "2"}]}], "]"}]}], "-", + RowBox[{ + RowBox[{"Total", "[", + RowBox[{ + RowBox[{"dattab", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], "/", + RowBox[{"errors", "^", "2"}]}], "]"}], "^", "2"}]}]}], ";"}], + "\[IndentingNewLine]"}], "\[IndentingNewLine]", + RowBox[{"Join", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"\"\<TrueParameters\>\"", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"a", "\[Rule]", "5"}], ",", + RowBox[{"b", "\[Rule]", + RowBox[{"-", "3"}]}]}], "}"}]}], ",", + RowBox[{"\"\<MCMCBestFitParameters\>\"", "->", + RowBox[{"mcmc", "[", "\"\<BestFitParameters\>\"", "]"}]}], ",", + RowBox[{"\"\<AnalyticBestFitParameters\>\"", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"a", "\[Rule]", + RowBox[{ + RowBox[{"(", + RowBox[{ + RowBox[{ + RowBox[{"Total", "[", + RowBox[{"1", "/", + RowBox[{"errors", "^", "2"}]}], "]"}], + RowBox[{"Total", "[", + RowBox[{ + RowBox[{"(", + RowBox[{"Times", "@@@", "dattab"}], ")"}], "/", + RowBox[{"errors", "^", "2"}]}], "]"}]}], "-", + RowBox[{ + RowBox[{"Total", "[", + RowBox[{ + RowBox[{"dattab", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], "/", + RowBox[{"errors", "^", "2"}]}], "]"}], + RowBox[{"Total", "[", + RowBox[{ + RowBox[{"dattab", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "/", + RowBox[{"errors", "^", "2"}]}], "]"}]}]}], ")"}], "/", + "Delta"}]}], ",", + RowBox[{"b", "->", + RowBox[{ + RowBox[{"(", + RowBox[{ + RowBox[{ + RowBox[{"Total", "[", + RowBox[{ + RowBox[{ + RowBox[{"dattab", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], "^", "2"}], "/", + RowBox[{"errors", "^", "2"}]}], "]"}], + RowBox[{"Total", "[", + RowBox[{ + RowBox[{"dattab", "[", + RowBox[{"[", + RowBox[{"All", ",", "2"}], "]"}], "]"}], "/", + RowBox[{"errors", "^", "2"}]}], "]"}]}], "-", + RowBox[{ + RowBox[{"Total", "[", + RowBox[{ + RowBox[{"dattab", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], "/", + RowBox[{"errors", "^", "2"}]}], "]"}], + RowBox[{"Total", "[", + RowBox[{ + RowBox[{"(", + RowBox[{"Times", "@@@", "dattab"}], ")"}], "/", + RowBox[{"errors", "^", "2"}]}], "]"}]}]}], ")"}], "/", + "Delta"}]}]}], "}"}]}], ",", "\[IndentingNewLine]", + RowBox[{"\"\<MCMCErrors\>\"", "->", + RowBox[{"mcmc", "[", "\"\<ParameterErrors\>\"", "]"}]}], ",", + RowBox[{"\"\<AnalyticErrors\>\"", "->", "\[IndentingNewLine]", + RowBox[{"{", + RowBox[{ + RowBox[{"a", "\[Rule]", + RowBox[{"Sqrt", "[", + RowBox[{ + RowBox[{"1", "/", "Delta"}], "*", + RowBox[{"Total", "[", + RowBox[{"1", "/", + RowBox[{"errors", "^", "2"}]}], "]"}]}], "]"}]}], ",", + RowBox[{"b", "\[Rule]", + RowBox[{"Sqrt", "[", + RowBox[{ + RowBox[{"1", "/", "Delta"}], "*", + RowBox[{"Total", "[", + RowBox[{ + RowBox[{ + RowBox[{"dattab", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], "^", "2"}], "/", + RowBox[{"errors", "^", "2"}]}], "]"}]}], "]"}]}]}], "}"}]}]}], + "}"}], ",", + RowBox[{"FilterRules", "[", + RowBox[{ + RowBox[{"mcmc", "[", + RowBox[{"[", "1", "]"}], "]"}], ",", + RowBox[{"{", + RowBox[{ + "\"\<BestFitReducedChisq\>\"", ",", "\"\<AverageAcceptance\>\"", ",", + "\"\<CorrelationMatrix\>\""}], "}"}]}], "]"}]}], "]"}]}], "Input", + CellChangeTimes->{{3.532472280163117*^9, 3.532472288076469*^9}, { + 3.532472320917828*^9, 3.532472324847211*^9}, {3.532472593945009*^9, + 3.532472602067549*^9}, {3.532472726171518*^9, 3.532472739759409*^9}, { + 3.532473800024789*^9, 3.532473810190777*^9}, {3.532473861320991*^9, + 3.532474050745886*^9}, {3.532474296275855*^9, 3.532474310162503*^9}, { + 3.532474668540355*^9, 3.532474680668287*^9}, {3.532475638270148*^9, + 3.532475674120084*^9}, {3.532477375049203*^9, 3.532477380845759*^9}, { + 3.532478060476784*^9, 3.532478124808575*^9}, {3.532478596630058*^9, + 3.532478650730509*^9}, {3.532478698265753*^9, 3.532478813791011*^9}, { + 3.53247885604622*^9, 3.532478913793344*^9}, 3.532478953020617*^9, { + 3.532623249621946*^9, 3.5326232576917*^9}, {3.532623315356314*^9, + 3.532623332607389*^9}, {3.53262344295765*^9, 3.532623443381827*^9}, { + 3.532639549598212*^9, 3.532639554697877*^9}, {3.532641292764724*^9, + 3.53264130709235*^9}, {3.532641413842683*^9, 3.532641422742432*^9}, { + 3.532741613802932*^9, 3.532741615294134*^9}, {3.532742621142598*^9, + 3.532742626185339*^9}, {3.532743996676396*^9, 3.53274399902497*^9}, { + 3.53274544235384*^9, 3.532745460499028*^9}, {3.532829251568089*^9, + 3.532829275873211*^9}, {3.532829371373755*^9, 3.532829467686678*^9}, { + 3.53282950426682*^9, 3.532829504968556*^9}, {3.532829640014876*^9, + 3.532829654036674*^9}},ExpressionUUID->"bf01ba9d-3393-4644-a59b-\ +3834d126a86d"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"\<\"TrueParameters\"\>", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"a", "\[Rule]", "5"}], ",", + RowBox[{"b", "\[Rule]", + RowBox[{"-", "3"}]}]}], "}"}]}], ",", + RowBox[{"\<\"MCMCBestFitParameters\"\>", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"a", "\[Rule]", "4.969882242329237`"}], ",", + RowBox[{"b", "\[Rule]", + RowBox[{"-", "2.969873720300513`"}]}]}], "}"}]}], ",", + RowBox[{"\<\"AnalyticBestFitParameters\"\>", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"a", "\[Rule]", "5.101313199111863`"}], ",", + RowBox[{"b", "\[Rule]", + RowBox[{"-", "3.2039218186140737`"}]}]}], "}"}]}], ",", + RowBox[{"\<\"MCMCErrors\"\>", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"a", "\[Rule]", "0.13209538623319161`"}], ",", + RowBox[{"b", "\[Rule]", "0.22909386250862873`"}]}], "}"}]}], ",", + RowBox[{"\<\"AnalyticErrors\"\>", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"a", "\[Rule]", "0.1326701658515837`"}], ",", + RowBox[{"b", "\[Rule]", "0.22998288107116935`"}]}], "}"}]}], ",", + RowBox[{"\<\"AverageAcceptance\"\>", "\[Rule]", "0.4625133034327949`"}], + ",", + RowBox[{"\<\"CorrelationMatrix\"\>", "\[Rule]", + TagBox[ + RowBox[{"(", "\[NoBreak]", GridBox[{ + {"1.0000000000000053`", + RowBox[{"-", "0.8688708423934898`"}]}, + { + RowBox[{"-", "0.8688708423934898`"}], "0.9999999999999902`"} + }, + GridBoxAlignment->{ + "Columns" -> {{Center}}, "ColumnsIndexed" -> {}, + "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, + GridBoxSpacings->{"Columns" -> { + Offset[0.27999999999999997`], { + Offset[0.7]}, + Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> { + Offset[0.2], { + Offset[0.4]}, + Offset[0.2]}, "RowsIndexed" -> {}}], "\[NoBreak]", ")"}], + Function[BoxForm`e$, + MatrixForm[BoxForm`e$]]]}]}], "}"}]], "Output", + CellChangeTimes->{ + 3.53282938740371*^9, {3.532829452928657*^9, 3.532829467999581*^9}, + 3.532829555396047*^9, 3.532829655059865*^9, 3.532829706179403*^9, + 3.532877459586921*^9, 3.532904952471742*^9, 3.532905068000976*^9, + 3.532914453243007*^9, 3.532978379599466*^9, 3.536961020991007*^9, + 3.537024954692602*^9, 3.53703011697235*^9, 3.632969855525474*^9, + 3.632970049450598*^9, 3.633017248001788*^9, + 3.633017296975481*^9},ExpressionUUID->"5fd37005-3134-4b37-9793-\ +337ad04bf0ae"] +}, Open ]] +}, Open ]], + +Cell[CellGroupData[{ + +Cell["\<\ +Verify error estimates reproduce expected normal distribution\ +\>", "Subsubsection", + CellChangeTimes->{{3.532829773737997*^9, 3.532829781256326*^9}, { + 3.536963728194936*^9, + 3.536963738369781*^9}},ExpressionUUID->"fb348ea7-fe51-4b89-afea-\ +eaca7a5af0b8"], + +Cell["\<\ +Here we perform MCMC fitting 500 times, each time recording the alleged \ +parameter errors from MCMC as well as from analytics (see above). We then \ +determine what percentage of the time the true parameters fall within the \ +error estimates, which should be 68% (since they are both 1\[Sigma]). Takes \ +~1.5 hours to run, but works!\ +\>", "Text", + CellChangeTimes->{{3.536963748386999*^9, 3.536963852604259*^9}, { + 3.633017377819839*^9, 3.633017396940638*^9}, {3.633017430199329*^9, + 3.633017439910043*^9}},ExpressionUUID->"57c7efcb-0550-4472-a607-\ +edbf7e8d05ef"], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{"Monitor", "[", + RowBox[{ + RowBox[{ + RowBox[{"trtab", "=", + RowBox[{"Table", "[", "\[IndentingNewLine]", + RowBox[{ + RowBox[{ + RowBox[{"error", "=", "2"}], ";", "\[IndentingNewLine]", + RowBox[{"dattab", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"x", ",", + RowBox[{ + RowBox[{"5.", "x"}], "-", "3.", "+", + RowBox[{"RandomVariate", "[", + RowBox[{"NormalDistribution", "[", + RowBox[{"0", ",", "error"}], "]"}], + StyleBox["]", "DesignDiscussion"]}]}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"x", ",", "0", ",", "3", ",", ".01"}], "}"}]}], "]"}]}], + ";", "\[IndentingNewLine]", + RowBox[{"errors", "=", + RowBox[{"Table", "[", + RowBox[{"error", ",", + RowBox[{"{", + RowBox[{"x", ",", "0", ",", "3", ",", ".01"}], "}"}]}], "]"}]}], + ";", "\[IndentingNewLine]", + RowBox[{"res", "=", + RowBox[{"MCMCModelFit", "[", + RowBox[{"dattab", ",", "errors", ",", + RowBox[{"(", + RowBox[{ + RowBox[{"a", " ", "x"}], "+", "b"}], ")"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"a", ",", "5", ",", ".02", ",", "Real"}], "}"}], ",", + RowBox[{"{", + RowBox[{"b", ",", + RowBox[{"-", "3"}], ",", ".02", ",", "Real"}], "}"}]}], "}"}], + ",", + RowBox[{"{", "x", "}"}], ",", "10000"}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"Delta", "=", + RowBox[{ + RowBox[{ + RowBox[{"Total", "[", + RowBox[{"1", "/", + SuperscriptBox["errors", "2"]}], "]"}], + RowBox[{"Total", "[", + RowBox[{ + RowBox[{ + RowBox[{"dattab", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], "^", "2"}], "/", + RowBox[{"errors", "^", "2"}]}], "]"}]}], "-", + RowBox[{ + RowBox[{"Total", "[", + RowBox[{ + RowBox[{"dattab", "[", + RowBox[{"[", + RowBox[{"All", ",", "1"}], "]"}], "]"}], "/", + RowBox[{"errors", "^", "2"}]}], "]"}], "^", "2"}]}]}], ";", + "\[IndentingNewLine]", + RowBox[{"{", + RowBox[{ + RowBox[{"(", + RowBox[{"a", "/.", + RowBox[{"res", "[", "\"\<BestFitParameters\>\"", "]"}]}], ")"}], + ",", + RowBox[{"(", + RowBox[{"a", "/.", + RowBox[{"res", "[", "\"\<ParameterErrors\>\"", "]"}]}], ")"}], + ",", + RowBox[{"Sqrt", "[", + RowBox[{ + RowBox[{"1", "/", "Delta"}], "*", + RowBox[{"Total", "[", + RowBox[{"1", "/", + RowBox[{"errors", "^", "2"}]}], "]"}]}], "]"}]}], "}"}]}], + "\[IndentingNewLine]", ",", "\[IndentingNewLine]", + RowBox[{"{", + RowBox[{"ii", ",", "500"}], "}"}]}], "\[IndentingNewLine]", "]"}]}], + ";"}], ",", "\[IndentingNewLine]", + RowBox[{"ii", "//", "N"}]}], "]"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"res", "=", + RowBox[{"(", + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{ + RowBox[{"Abs", "[", + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "-", "5"}], "]"}], "<", + RowBox[{"#", "[", + RowBox[{"[", "2", "]"}], "]"}]}], ",", + RowBox[{ + RowBox[{"Abs", "[", + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], "-", "5"}], "]"}], "<", + RowBox[{"#", "[", + RowBox[{"[", "3", "]"}], "]"}]}]}], "}"}], "&"}], "/@", + "trtab"}], "/.", + RowBox[{"True", "\[Rule]", "1"}]}], "/.", + RowBox[{"False", "\[Rule]", "0"}]}], "//", "Total"}], ")"}], "/", + "500"}], "//", "N"}], ")"}]}], ";"}], "\[IndentingNewLine]", + RowBox[{"{", + RowBox[{ + RowBox[{"\"\<MCMCResult\>\"", "\[Rule]", + RowBox[{"res", "[", + RowBox[{"[", "1", "]"}], "]"}]}], ",", + RowBox[{"\"\<AnalyticResult\>\"", "\[Rule]", + RowBox[{"res", "[", + RowBox[{"[", "2", "]"}], "]"}]}]}], "}"}]}], "Input", + CellChangeTimes->{{3.532706366645864*^9, 3.53270637643475*^9}, { + 3.53270642509025*^9, 3.532706437278814*^9}, {3.532706494036688*^9, + 3.532706556363465*^9}, {3.532706586643051*^9, 3.532706641636472*^9}, { + 3.532706734118424*^9, 3.532706749368385*^9}, {3.53270678031137*^9, + 3.532706810309079*^9}, {3.532707353667915*^9, 3.532707359237288*^9}, { + 3.532708170208859*^9, 3.532708185821083*^9}, {3.532708231793628*^9, + 3.532708255784682*^9}, 3.532708305618498*^9, {3.532708337936048*^9, + 3.532708338303201*^9}, {3.532717011992537*^9, 3.532717059084602*^9}, { + 3.532745892214766*^9, 3.532745895461437*^9}, {3.532745945336588*^9, + 3.532745948157021*^9}, {3.532813480647834*^9, 3.532813519510226*^9}, { + 3.532828101357779*^9, 3.532828102321787*^9}, {3.532829769518437*^9, + 3.532829770067649*^9}, {3.532829857548024*^9, 3.532829857854267*^9}, { + 3.532832624872642*^9, 3.532832626189043*^9}, {3.536963902410967*^9, + 3.536963934185959*^9}, {3.6330173123397818`*^9, + 3.633017312738596*^9}},ExpressionUUID->"0264072a-b6fb-4731-a506-\ +fd8b46a19597"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"\<\"MCMCResult\"\>", "\[Rule]", "0.656`"}], ",", + RowBox[{"\<\"AnalyticResult\"\>", "\[Rule]", "0.664`"}]}], "}"}]], "Output",\ + + CellChangeTimes->{3.532829362641353*^9, 3.532979756527657*^9, + 3.536962311008577*^9, 3.6330172714285717`*^9, + 3.6330204011903954`*^9},ExpressionUUID->"9117307e-3d6d-4984-875d-\ +4965ea1e000c"] +}, Open ]], + +Cell["Both should be (?):", "Text", + CellChangeTimes->{{3.532832617490886*^9, + 3.532832633145567*^9}},ExpressionUUID->"334c4d57-5af7-43ec-a8fd-\ +9fcf47935908"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"1", "-", + RowBox[{ + RowBox[{"(", + RowBox[{"1", "-", + RowBox[{"(", + RowBox[{ + RowBox[{"CDF", "[", + RowBox[{ + RowBox[{"NormalDistribution", "[", + RowBox[{"0", ",", "1"}], "]"}], ",", "x"}], "]"}], "/.", + RowBox[{"x", "\[Rule]", "1."}]}], ")"}]}], ")"}], "2"}]}]], "Input",Exp\ +ressionUUID->"ff9cf756-0c0f-4808-976e-8ca8b7217354"], + +Cell[BoxData["0.6826894921370859`"], "Output", + CellChangeTimes->{3.532832646505053*^9, 3.536963536228556*^9, + 3.633020426293415*^9},ExpressionUUID->"d8b62923-ff68-44a6-b0d9-\ +1c6eb454c88a"] +}, Open ]] +}, Open ]] +}, Closed]], + +Cell[CellGroupData[{ + +Cell["MCMCModelFit example: curvy line", "Section", + CellChangeTimes->{{3.53282986686729*^9, 3.532829869898766*^9}, { + 3.532832660936375*^9, 3.532832670712478*^9}, 3.532914601196254*^9, { + 3.532969558890286*^9, 3.53296956104379*^9}, {3.537023862228487*^9, + 3.537023862299207*^9}, + 3.632970762517075*^9},ExpressionUUID->"a77f54f4-1b3b-418d-abcb-\ +8aedbecb0fa6"], + +Cell[CellGroupData[{ + +Cell["Generate fake data with fake errors, then run MCMC routine", \ +"Subsubsection", + CellChangeTimes->{{3.532829890935514*^9, 3.53282992335454*^9}, { + 3.532832698802858*^9, + 3.532832709567472*^9}},ExpressionUUID->"e95d0bd3-e9d4-4128-91fa-\ +44a44257150a"], + +Cell["\<\ +Important to give good initial guesses for parameters. Try messing up the \ +guesses below, and you may sit at a local minimum.\ +\>", "Text", + CellChangeTimes->{{3.532829890935514*^9, 3.53282992335454*^9}, { + 3.532832698802858*^9, + 3.532832725564071*^9}},ExpressionUUID->"4b388c0b-5a4b-45d7-896a-\ +7efcba6db386"], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{ + RowBox[{"error", "=", "1.5"}], ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"dattab", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"x", ",", + RowBox[{ + RowBox[{"1.3", "x"}], "-", + RowBox[{"2", + RowBox[{"Sin", "[", + RowBox[{"2", "x"}], "]"}]}], "+", "7", "+", + RowBox[{"RandomVariate", "[", + RowBox[{"NormalDistribution", "[", + RowBox[{"0", ",", "error"}], "]"}], + StyleBox["]", "DesignDiscussion"]}]}]}], + StyleBox["}", "DesignDiscussion"]}], ",", + RowBox[{"{", + RowBox[{"x", ",", "0", ",", "10", ",", ".1"}], "}"}]}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"errors", "=", + RowBox[{"Table", "[", + RowBox[{"error", ",", + RowBox[{"{", + RowBox[{"x", ",", "0", ",", "10", ",", ".1"}], "}"}]}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"spr", "=", ".04"}], ";"}], "\[IndentingNewLine]", + RowBox[{"mcmc", "=", + RowBox[{"MCMCModelFit", "[", + RowBox[{"dattab", ",", "errors", ",", + RowBox[{ + RowBox[{"a", " ", "x"}], "+", + RowBox[{"b", " ", + RowBox[{"Sin", "[", + RowBox[{"c", " ", "x"}], "]"}]}], "+", "d"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"a", ",", "1.3", ",", "spr", ",", "Real"}], "}"}], ",", + RowBox[{"{", + RowBox[{"b", ",", + RowBox[{"-", "2"}], ",", "spr", ",", "Real"}], "}"}], ",", + RowBox[{"{", + RowBox[{"c", ",", "2", ",", "spr", ",", "Real"}], "}"}], ",", + RowBox[{"{", + RowBox[{"d", ",", "7", ",", "spr", ",", "Real"}], "}"}]}], "}"}], ",", + + RowBox[{"{", "x", "}"}], ",", "100000"}], + "]"}]}], "\[IndentingNewLine]", + RowBox[{"FilterRules", "[", + RowBox[{ + RowBox[{"mcmc", "[", + RowBox[{"[", "1", "]"}], "]"}], ",", + RowBox[{"{", "\"\<AverageAcceptance\>\"", "}"}]}], "]"}]}], "Input", + CellChangeTimes->{{3.532814146681756*^9, 3.532814265090119*^9}, { + 3.532814352348615*^9, 3.532814472976097*^9}, {3.532814547936155*^9, + 3.532814591067298*^9}, {3.532814669642845*^9, 3.532814712289361*^9}, { + 3.532814757028062*^9, 3.532814817226626*^9}, {3.532814890354059*^9, + 3.532814891008666*^9}, {3.532814950889757*^9, 3.532814962349358*^9}, { + 3.532815083635743*^9, 3.532815159185936*^9}, {3.532815281132838*^9, + 3.532815297604359*^9}, {3.532815450502363*^9, 3.532815454602201*^9}, { + 3.532815723170902*^9, 3.532815727481724*^9}, {3.532815990361492*^9, + 3.532815993442109*^9}, {3.532816059409387*^9, 3.532816059661065*^9}, + 3.532822554338734*^9, 3.532822618007026*^9, {3.532827552903625*^9, + 3.532827557346223*^9}, {3.532832746702154*^9, 3.532832748040124*^9}, + 3.532832962380911*^9, 3.53287728731263*^9, {3.532877357977958*^9, + 3.532877358576998*^9}, {3.532903349443473*^9, 3.532903355477784*^9}, + 3.53290391552494*^9, {3.532904115704713*^9, 3.532904179647114*^9}, { + 3.536959245957504*^9, 3.536959246304507*^9}, {3.53695928239877*^9, + 3.536959331911233*^9}, {3.536959489773539*^9, 3.536959537393909*^9}, { + 3.536959704621524*^9, 3.536959704676385*^9}, {3.536959998975576*^9, + 3.536960003114509*^9}, {3.536960054931554*^9, 3.536960108011731*^9}, { + 3.536960151361839*^9, 3.53696018435766*^9}, {3.536960269354792*^9, + 3.536960272368584*^9}, {3.536960410814857*^9, 3.536960412226024*^9}, { + 3.536960454869358*^9, 3.536960459983879*^9}, 3.536960720454531*^9, { + 3.537030165465654*^9, + 3.53703018714504*^9}},ExpressionUUID->"64292233-842d-4382-9bf4-\ +79cb0eab873c"], + +Cell[BoxData[ + RowBox[{"\<\"MCMCResult\"\>", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"a", "\[Rule]", "1.2625810147133563`"}], ",", + RowBox[{"b", "\[Rule]", + RowBox[{"-", "1.9063339259766892`"}]}], ",", + RowBox[{"c", "\[Rule]", "2.0027458367349427`"}], ",", + RowBox[{"d", "\[Rule]", "7.237024503713571`"}]}], "}"}], + ",", "\<\"\[LeftSkeleton]100000\[RightSkeleton]\"\>"}], "]"}]], "Output", + CellChangeTimes->{ + 3.53290335581326*^9, 3.532903593297519*^9, {3.532903900351143*^9, + 3.532903917125535*^9}, 3.532903957585054*^9, {3.532904033153893*^9, + 3.532904106716142*^9}, {3.532904144596037*^9, 3.53290415996901*^9}, + 3.532904190065269*^9, 3.532904833038923*^9, 3.532914384118895*^9, + 3.535932302013659*^9, 3.536958680941283*^9, {3.536959054150761*^9, + 3.536959079815533*^9}, 3.536959119150425*^9, 3.536959261898285*^9, + 3.536959293672815*^9, 3.536959332890173*^9, 3.536959385423017*^9, { + 3.536959490279196*^9, 3.536959537765935*^9}, 3.536959594295873*^9, { + 3.536959701284544*^9, 3.53695970507487*^9}, 3.536959937397684*^9, { + 3.536959999799485*^9, 3.536960006431543*^9}, {3.536960059319677*^9, + 3.536960104242488*^9}, {3.536960135423897*^9, 3.536960197041838*^9}, { + 3.536960273220637*^9, 3.536960282235593*^9}, {3.536960441009848*^9, + 3.536960486561587*^9}, 3.536960576011373*^9, 3.536960748374712*^9, + 3.536960828766548*^9, 3.537030155542202*^9, 3.537030188574967*^9, + 3.5370302352065*^9, 3.63055875855224*^9, 3.6329700862460938`*^9, + 3.632970161973127*^9, 3.632970273547371*^9, + 3.6330204734312572`*^9},ExpressionUUID->"b6fcd912-7200-4370-b7a4-\ +238afc7e3ee0"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{"\<\"AverageAcceptance\"\>", "\[Rule]", "0.2769356892098679`"}], + "}"}]], "Output", + CellChangeTimes->{ + 3.53290335581326*^9, 3.532903593297519*^9, {3.532903900351143*^9, + 3.532903917125535*^9}, 3.532903957585054*^9, {3.532904033153893*^9, + 3.532904106716142*^9}, {3.532904144596037*^9, 3.53290415996901*^9}, + 3.532904190065269*^9, 3.532904833038923*^9, 3.532914384118895*^9, + 3.535932302013659*^9, 3.536958680941283*^9, {3.536959054150761*^9, + 3.536959079815533*^9}, 3.536959119150425*^9, 3.536959261898285*^9, + 3.536959293672815*^9, 3.536959332890173*^9, 3.536959385423017*^9, { + 3.536959490279196*^9, 3.536959537765935*^9}, 3.536959594295873*^9, { + 3.536959701284544*^9, 3.53695970507487*^9}, 3.536959937397684*^9, { + 3.536959999799485*^9, 3.536960006431543*^9}, {3.536960059319677*^9, + 3.536960104242488*^9}, {3.536960135423897*^9, 3.536960197041838*^9}, { + 3.536960273220637*^9, 3.536960282235593*^9}, {3.536960441009848*^9, + 3.536960486561587*^9}, 3.536960576011373*^9, 3.536960748374712*^9, + 3.536960828766548*^9, 3.537030155542202*^9, 3.537030188574967*^9, + 3.5370302352065*^9, 3.63055875855224*^9, 3.6329700862460938`*^9, + 3.632970161973127*^9, 3.632970273547371*^9, + 3.6330204734557123`*^9},ExpressionUUID->"8b71e6a8-e6f1-41bc-bdd8-\ +933e84636bba"] +}, Open ]] +}, Open ]], + +Cell[CellGroupData[{ + +Cell["Results", "Subsubsection", + CellChangeTimes->{{3.532832753373936*^9, 3.53283275505381*^9}, + 3.532832850258202*^9, {3.532890007607726*^9, + 3.53289000991167*^9}},ExpressionUUID->"bd9c65ce-341a-43fd-991f-\ +11251c8a086a"], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{"Show", "[", + RowBox[{ + RowBox[{"ListPlot", "[", + RowBox[{"dattab", ",", + RowBox[{"Joined", "\[Rule]", "False"}]}], "]"}], ",", + RowBox[{"Plot", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"7", "+", + RowBox[{"1.3", "x"}], "-", + RowBox[{"2", + RowBox[{"Sin", "[", + RowBox[{"2", "x"}], "]"}]}]}], ",", + RowBox[{ + RowBox[{ + RowBox[{"a", " ", "x"}], "+", + RowBox[{"b", " ", + RowBox[{"Sin", "[", + RowBox[{"c", " ", "x"}], "]"}]}], "+", "d"}], "/.", + RowBox[{"mcmc", "[", "\"\<BestFitParameters\>\"", "]"}]}]}], "}"}], + ",", + RowBox[{"{", + RowBox[{"x", ",", "0", ",", "10"}], "}"}], ",", + RowBox[{"PlotStyle", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"Directive", "[", + RowBox[{"Red", ",", "Dashed", ",", + RowBox[{"Opacity", "[", "1", "]"}]}], "]"}], ",", "Blue"}], + "}"}]}]}], "]"}]}], "]"}], "\[IndentingNewLine]", + RowBox[{"FilterRules", "[", + RowBox[{ + RowBox[{"mcmc", "[", + RowBox[{"[", "1", "]"}], "]"}], ",", + RowBox[{"{", + RowBox[{ + "\"\<BestFitParameters\>\"", ",", "\"\<ParameterErrors\>\"", ",", + "\"\<AverageAcceptance\>\"", ",", "\"\<CorrelationMatrix\>\""}], "}"}]}], + "]"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"mcmc", "[", + RowBox[{"\"\<ParameterRunPlots\>\"", ",", + RowBox[{"ImageSize", "\[Rule]", "250"}]}], "]"}], "//", + "Rasterize"}], "\[IndentingNewLine]", + RowBox[{"mcmc", "[", + RowBox[{"\"\<ParameterHistograms\>\"", ",", + RowBox[{"ImageSize", "\[Rule]", "250"}]}], "]"}]}], "Input", + CellChangeTimes->{{3.532814146681756*^9, 3.532814265090119*^9}, { + 3.532814352348615*^9, 3.532814472976097*^9}, {3.532814547936155*^9, + 3.532814591067298*^9}, {3.532814669642845*^9, 3.532814712289361*^9}, { + 3.532814757028062*^9, 3.532814817226626*^9}, {3.532814890354059*^9, + 3.532814891008666*^9}, {3.532814950889757*^9, 3.532814962349358*^9}, { + 3.532815083635743*^9, 3.532815159185936*^9}, {3.532815281132838*^9, + 3.532815297604359*^9}, {3.532815450502363*^9, 3.532815454602201*^9}, { + 3.532815723170902*^9, 3.532815727481724*^9}, {3.532815990361492*^9, + 3.532815993442109*^9}, {3.532816059409387*^9, 3.532816059661065*^9}, + 3.532822554338734*^9, 3.532822618007026*^9, {3.532827552903625*^9, + 3.532827557346223*^9}, {3.532832746702154*^9, 3.532832748040124*^9}, + 3.532877311434612*^9, {3.63055878624277*^9, + 3.6305588069685097`*^9}},ExpressionUUID->"5c46076e-1ab3-4cce-9ee3-\ +85dcbca879df"], + +Cell[BoxData[ + GraphicsBox[{{{}, + {RGBColor[0.24720000000000014`, 0.24, 0.6], PointBox[CompressedData[" +1:eJw11AlQVGUcAPDlEFaO3AP23mXf3mzLsocgR/r+FRIqGqAD44RO1IAGxEYD +BUXGUSN5DJnDQoEpwyFZZsVEgAeMiFzSEjhKkmCANA5EiIKYSEH9v//Mmzdv +3vf9/sf35lGv2eKSnRkMRvLKtXon8eLuOs6tVgq++Hw1mumm+Qu/+KRI8Lmb +Vnny/3Qa58J662oM0ukHc19/M1GF73+lI5ZTuganhPC/doceMalD7t8S4vpx +Wv9BeXXMSS7sS1mNSfr9l27oZyuJf48ejpj+MclbCH3XVmOaPpr2pD9Szkdv +ljY22mqdBnm4/j7Nab29rfATPvoP6K7590KielW4/yFd0Fv6SlOrBvMt0NvG +auIZW6XoLdI1E39kOjJJv49pycvBjUVuavSe0JtqbZduUjL0luhH1Bt+Jblq +9JZprl3cHjmiRI8BZb+7zW2u0uF6BmQHnBPY04zoO8EIdWzS/2kA7neGq7c3 +nooLV2I+F5h8XLe37gcdeq6Q517UbVsmniv03/uI7SPSoLcGDJre+D1TpD83 +OPjZI22XQoKeO/TUZBXkh6nRY4Lm+LimbfRZ9JgQnLNZk3OKnN9acDrw3cUW +pgo9D2jokYmb+lXoecKM1FpsLKXQ8wJW9aXD194h9XlB9Ekhy5xPPG/oW7wr +6NhJ5vUM6I91bDwbIkdvHbyQ4fjKf1aGHgsmdtw8F52kwPUsePsfZu7yGnKe +LKjsmfEr1qjgv+1WNnxpjYmKvULyseFhrETxbrIWPQ7sohPDZjfo0OOAfFIv +lQzo0eNABS99e4ZRj/VwYdPY/KHM5wLQ48LTtMykzgt69HxAHyn6WJRkQM8H +aoM9jmcMGdHzgYz6hsAjz5vR8wXanOTKDiDn7wstmaOiIA8jejwIGausvJ5j +Ro8H+WHDA7PFgejx4Gx0V5vytAk9PrSPbj/fKzOgxwdN/9LQh38Z0BPAlQqz +hu1EPAH42CVSxt/EE4CiT3BRNGBATwg7qrJrvlk2oSeEMh4/i9tB+hXBz9TY +QmKVP3oi8GZ3FieEkH5FUD/irOzXGdETw/7DbXN57mR+Ysj5TdOd4BuIngR2 +NqTYtniS+iQA9Xf8w2NN6EnAsbBXmjCuQ08KcvVlndcRUp8U8lOZqdMOM3oy +kDNzi8zhJvRkEKE4zRGvI/XJwHCmSGGpIf36wVCzy5lXO8l5+EHUiJlX6Uk8 +OWjL2erURQt+X3I48P0wf3ehEX05pD9Qsk5UBOF+OZgaxdRb0RbMJ4cM54CZ +XdkW9CiYaC93VOWtR4+Cwlx7KGM+CD0K7DdsM/FbrOhRUB7WWXI1zooeBWHl +K/+7giD0FHBiv1vzhkHiKYC3b63h7h4LegqQTJV+G6QNRk8BAm1X9XUX4ilA +KpWd/6mN1KeEpLIKdsmnwTgfJcTMz31dtETmqYQ0sXJr/CEy/5X3FY4WrYl4 +Sgg9Gno5hUnmpwK7nyVyLMsM/wK45GmU + "]]}, {}}, {{}, {}, + {RGBColor[1, 0, 0], Opacity[1], Dashing[{Small, Small}], + LineBox[CompressedData[" +1:eJwV13k8VG8bBnB72QkzGNswlhiMMUmlzpVKWZKUSJJkSaQsRfFrQ6lsUZKK +FJW0RxvZC1mLSrKUpVCiSJbU+7x/+Xw/Z8yc536u+z7PYXrucvQW4OPjSxTk +4/v/34sHPEVMvE4uyTgh/OHfPwYqmzXsnDX8qIhLn5VjfjPw70VxlIbGPspM +rXyf2DADF0vj1YU1jlOaYvYytE4GAhbv2flb/RxlldwoyCtioHl6++kR9Vzq +yR46/Wo4A7M+dOsOqT+h+P7eK1s4qozW0md7vvU/oZKqZ9/5N6iMG1fTKr7e +e0q5r76UUt2tDPtg+y2Dy4qomarmQp/XykgVfZr6xbeE2ijY+vbdPWXMuVAt +8ONdOfX745Wj14KUkfUyM+ireg2l0CBzru6XEsbSCvS74moojnro4PUhJVj5 +1va8nqyhDJp6liT0KeGb4G+np80vKWue9JHQN0owX2y/8PixOmqyoGzbgwIl +NN35I6A73Ej1htjUKIUrYQ4l6i5p1ER5XzKRP7tbCYt0Ti885tVEFWq0nlP3 +U0LCWO7o/ldNlNBr9S5HVyXwTr3x9sx7RV3pDpeyWqyEgy/ZNiZbmimdsP49 +kcJKuH7vkU7emWZKSn/c+tlfRbxOsxTUrmumgop/7hKfUATL16VIcUELZbUy +kts0qIiXgtFGfHJvqMKYJKl/TYqgLf4wp/HFW2pt/WCU5CVFgOUzvGrmLdX+ +5MJCbroi/MR/1JabvqN2aLab+pxWRNF7kZiHl95R6i4bvf7EKsJzL/f3xf2t +1LEfLcO9wYq4fef4hwCjNqrU1v52ibUiBucMxtlsbaMun0hvmL9CEbp7bZbo +nW6j0vrKnxdDEZcsxLN6Jtuon1MRiZPzFZFcE+fj+vwDle4s08/SVUQDe4hu +PvGB2supoNO0FCGetLpGwaCd6hpXqqapKyJ6gxT7VVI71RT06I8VXRF7exJ/ +rHTroI6J6X71mq2I+1Yjl7UTOyiGzMENLUKKGM51WC9Y3kFdCg7vXseviO27 +ZR8V63ZS7PI1uVFTdLjOJEfOG+2kZieeFro+REeqx6ihnE4XtXY/PTZ9kI7m +inVdIy5dlP1z0fKLX+iwOyFvebO4i5pKn5319hMdmeK1UbIrPlIrrj2YkHtH +x5LFEW6H3D9Sku4qagktdLQHGswbDvtItQbyYpRe06H4+uTnuhsfqRm5Dlev +ejoeClqULKr8SH23nzeoVUvH+nnfzt7o+EiZd9b+Gaum41SanXWszCeq8Nrm +r7WVdHBe/mH+nvuJuh1X/PlVOR0N0zenvJd9opTr9LIHSukQ2yJ5c9neT5Sw +6USW/TM6ric9i76f+InSlnfju1BIh1X5zs3M3E+UedgLt+kndERpN0j9+/CJ ++jn3ifXIQzo0nQ982fnrE5US0zIeU0BHaaxRabtUNzXEVflgmE+H+9PONFu9 +bmriu49Q/306/nxNCHq6tJtatnrzofx7dKSrUjZzN3VTe8/sc0u5S4f5mmHN +tNBuamHWrKvRd+jYc39Ny55r3dTSiJKCjFt0yPf+u9lb2k2N3jh7puomHfcV +7sasa+umFmksoQkSO6z0cC8f7aZ4l+SXr82j43u4zHwTyR7KpWS1wf0bdMTd +KJW+pNND3Sv/9k6bWL99d78UeqjIw8+dbubSUS3JLPtvYw+1amXk3RXEvtSr +c9+Ce6gTD2NGf1yng+/y+NMPJ3uo0sJK3CdOE1Jpf5ndQ1mdPN0YTczxXTrz +5FkPpRG78IYfcXWNj1ru2x4q4GpjmwexBzuOShvuoboc4b+DeCLhnsex2b1U +hqud91HipB9vD+9l9lKXmo++zifWW//nsvfCXmq78IaiX8SlD5mV69f1UvqO +owbW5P5clFb2LQvopYI0/PXvEI9EBIiYxvRSas8vlOqS9cV2ntLVzOil3u9c ++Pv/69dY+miV7KNe6o94zVsHUp/HV9r9+Jp6qXbqki///+snInByuL+Xilk+ +eK+SuH+77s1O/j7q24crz9JJ/Q/V2tXXK/dRUYsuJEfdJvk0Cv5eZNpHrZoM +NT9I9utu0lnpm3Z9lNlk1sN4sp+rRos45737KM4mP/k7ZL8/OnWvPXGgj3Lx +63HpIXkIfzwrZN/ZPqr+6NQJfZKX3P8cC5xr+qgPpyte/yD5svwY9taqu496 +Yer1K+gxHW2WF3/Pm+6jlqgfVBd+SvI7u3+BvOFn6j8b4cteJL87kv8rbkr6 +TGlUu87Mfk6HwK/LXSW5n6m7tYpTzCqSN+dqvjvlnynh35vn2tfQ8VJFbln8 +2GfqhHOSyUfSXwbXrldZu3yhdjzrcvtK+rNStKHfPOgLdea877aMNjrcAkZF +9U58oYpXthd6dZA8mSyxEyn6QolWVwYa9NDxrbC5qVy9nzIfb9XNGqYjWm3y +xz3zfqpYfYPY8E86VA6ryWWt7af27/N3dBgn88HKz+lgVD/1btFDpdUzdNxq ++vt+0Zd+Krr/41VjCUUE9s3tyb89QL0c2W1yzlARH93fzy6rGaAEWJYPD3EV +sa411qi+d4Cy2Js75yCZj+a1X/b1KQ9S00aatqVLFSF4L0eGdmyQevStbv96 +Z0WkRTKXhG35Sq12aP5XelQRYuNN26L2f6WyE1Zdlo9XxH+7Dh1PPPOVyj8e +3H0ghcxvz66Wa7VfqemMeNZZMv/Zqy76t87/Rn3r9Pz7plARZXJK5xbIDFHD +FS9yj44rghdfXbzCYIgKjjL6DPK8uSoS3rvWaoiy7n+3QlZECXGTb413RA5R +6VsurBxTUMKGrtMv0vuHqP7fbablZkoYvCEzNl36nZKSlXwfEqkEMWa0bpf5 +COWSqvb7NV0Z1RanjA+sGKFuzn108RhTGUddMuarOo5QJpvL5O0NlCGQ9Hjl +Jv8Rqv3mkUUylDKm/n7zfXeRfP7mf298fZXxtd3peqPAD2qbz/apDYXKqEvT +nVta94NK5xdZWr6LgQSZWv0sj1Hq0LregHsiqngyX7XAPnCUMjvgOBqqoIpe +913Un4hR6vn8sMqVLFUsuiW33vnsKCV5wL1e2VIV/dZu/0k2jFJ5jE2qIQdU +sSxqqHHfojEqu0p+5atJVUz8kt7jSPtF7ZhH/doypQbPD+tLBOvGqSWut2zP +xWsg6Hm05y7dKUqLcrXbWq6Je7sl1ilaz1CWfLNUVhWzUJcut+/Whhkq7vTK +11tesPC5UjnT0muGOudmUhLUwIKy0tyvAQdnqMBjYZNRnSxEl62IKiuYoWrT +Xyp7/GVhw5yDD3Zo/qW2B3lc7rfQxtSDH3LPpv9SST5PjGrztSHfObHAUfQf +1ZwS5iZWpA2j2XweX2j/qM82a6qXVmhjm5vUTVnuP0p0V6bGuVfaqBMyWO6z +/R81lC68on9IGxlOXqHSb/5RBnkqpn9YOsiK8B/kOPNBcvCadUacDjilohPH +NvNBztfMzjNZB6VC14W7tvGhxClNUy1NBx/jezXid/PhcBq/zn9XdKB2abPz +wHE+TPxVO/HuiQ7SK9dUZhXx4VmvjOZ4rw70Rb+/mijnQ4UIz8J0UAdPVsd1 +ranhw7m3Wy75Duug9W311MwbPpjzr9F9OKkD2sBSE9dhPoTp1jkPSOoiWZKX +MUeTH3y73RuyeLrQdHyd56fHD/2RUmGHBbq4l7r7SakRP1zEKLlfi3XRpH6r +JXARP8bot1K1VupCiqsjXrueH6fnLkyU3aiLExsUw6OO8aNXeXoOO0IXRzL/ +rB37Rv7f7kGm2WNdOHAeBxmM8mNWaLn9lUJdqJWFnPKc5Ad/YHmKSIkunnYP +NjUJC8B0as/ru8918VP7/ZpbagKIzmmsTXmtC8+bBat9HATgfOyI5alBXXAW +B+28uEEAtP/WjXsP6eJvPTu+xU0A9gcmFUxGdJE+fKXO0k8A7w5vO3Xjly5e +c5Nt1Y8IID9H0UafTw9LnwRatz4QQKDe3vRNcnqQstH3k34qAO6qRe6pCnpo +b+uLtSoVQGTMm/1VdD2E/3Grzq8TgH757yIJFT3cpWxXnuoTwNbrslu0WHo4 +0CTiW/1VAAI/p7pldPRAQnz03w8BfHYeKx7T1UP/kQUvdv4VQMPorkOZBnrQ +eKG7woYuCOURKfPDXD1839DjdVhVENVbXE8weXoo+pIR/VhLEGq3Kxc8nqcH +F1FapQ5HEHzZ8/OrzfWQZCe0TNBaEM5vwhfuXaIH944Sz4VrBDGXNXW2htID +OzDiSJCTIBxf7tsst1QP1Yk/y7q2CoJ74oLuiWV64Gv+iKL9goibnT4stEoP +0QPFWfsPCyLgV/INprUeRPkuCiyIFYTOaoaRqY0e5hhurCw4IwjF7SXneXZ6 +OLtsvnboBUFsX38xjrVaDyquCke5VwSRPJiwTtReD9rHXq28c1cQ+x4mBN9b +o4cbF+9c3/lIED1f3V6HOujBKD9elF1MrucX0w3X6uHBS/8dg5WCSJTosWoj +Nv9kXXu9VhDnQhS9Ih1JPX7rsn1fC2Ksqy5Ebh3ZPymReO33grC9H78/k/gF +q3eop0sQuddn/aexXg82i8rtL38WBOeVyKFU4oa1l+54DAlid+TeWH4nPazb +fkBGfUwQe423nt9K3HrALahjShC7zow8e0jsdmbh6/P8Qvi3e+cvvg16+Jin +aOo6WwgW8dRKEHuXj6coSgth3e2hx6HEg60tY28VhNBwWNUhgzhw+L7TGRUh +xCWkzHlG/FP41MN1WkJwYZmKvCIOU9lFn6MvBLbtX04b8R/u6vAmjhB07yuc +ayU+ZG3wPmG+EOQzHi+vIxb2EF24eokQ8t8tX1hAfGLvl3TxFUK4dM7sUAqx +VPzz6RpbIbT/p6fqS5xy5YpbrKMQZP2b6RxixaeHn1ltFELwYamw72R9F5q2 +qAl7CMFmVuPSy8TML4sPVvgIYb6T3kFb4qszjI+HdwpBvNzWbJDUT19+CggV +wuaE2MADxHf0W7P+7hdCRaOt8Wzix86nt0XECkHs/u3tf8h+WQQGVy5IFILv +l6IRH+KyaAftiTNCGEkw0qgi+/vynsSX0CtCmBey+cx2kgf76sGVpjeEUBQV ++jWX5KW5s/r6j7tCOHnwsugnkqd28ZgdgcVCEOSfX8ohefPQ3FbLfi6ERfe7 +/KxJHvvMl7K/1gqhOlTrr7Mt6SfvmSHf90JYFWYh5kzyHBL5wV7noxCezl1w +eiXJ+0Tykzu9n4UwmKFuaLRSD/yle4K2jgnhP0vOvY7lejj6dt1r9WkhvBjZ +ducq6RexIRPTTn5h/GdwutvbUg/yyt/HXKWF4cbjSFeRftMJ9Qlfry+M2Yk2 +6QoL9WC4sGtdJkcYv+d5ZOaRfuXxuRgPmgljofvwtgXz9WAZZ/354DJhbD+o +am9B+t09m70+z00YUsszLn40JPnakWM87ikM7Zw3p+ex9RDAURNf6ieMMxrv +k4/o62F/kXT52z3CKONsrxYi8yW15aexQKIwzFT6mXnqeriY7i+++owwqr+b +OZep6iHbo/fz2fPCKBJK6Wpk6OH+tzcXDa8L47E1n+xbMt8ahJ6IbywThqdD +rnSsNMnbvINf7owK4+iTu4dOzuhCYvp3+dSkMDwCX90xmNbFnLLdGSv4RHC5 +Ib61ckIXGqs9nT5IiECWNmzZPaoLC+8VFSI6IjAYznvwckAXoWfEMze7iGAF +JfhvU4suen+d3SD+TASmukc2NWfr4vJS05COChEwasfFvLN0sSW+IfHOSxFk +bdZfPHJRF20s4Zp1rSKoEWj3H03Vxat1wYsujIog7FVL5e1YXRTfs9Mw1J+F +lfU6prP9dXF2J/+g/dlZaNg1v6PEQBc2fTv+Sw6aDdad9bVUlg7se5MM1NTE +4Jb0cbtXFHmeG/S2uLHEsMHP56n7QW3Yhsw/cF5fDHP8hSI2RWhjlUBnk+J8 +MfxR9Y92C9GGpYbBXjkHMeQ1PXQ8sE0b89yel84+IobGHrGM1cu1odIy6TTa +J4abWTb+B2drI52x+p/JNzHMb1uQ2SOkDaVtl67v/imGY1FzxO34tUH7aTU9 +9FcM6U7Ly+ZOsSAjc/pSP10c+W2PWcrfWBC0M/raYS2Ob4k74tqaWBis8DxU +fUscB448Tp+XwYL6qdYdCfnisDjnx5lKZ2G9u73T+kJxVIm/v/r8LAvFEwv0 +P1aLg3n4Y0jQKRaSDWVbfveII3bbzUVqMSwsOluiq6ssAc6ygGvvd7Kw22ve +nCENCThFB3nI+bNw1STvz31dCZTZxvav307ury711ZJ5Ejgz92TGsCcLvXyB +ERscJFBQsW5ujAsLcTtUGmOOSsD306JcixUslM1PfmIbL4Fwrs+LSUsWxoVm +Z8uelsBwa+qJErDgkTkafjFLApu+Fi30tmCB1/JSs6BIAu6hEWeVeSz4ZUEy +okICX0N6bdS4LGQEPvyNlxJoe6kz24DDwmzRy3V17ySwzvRp4xY2Cx2L9+3t +/SmBsdqx9/O1WZgjPuxxY1ICNf0FWjFaLKxq9bLdzSeJQm5u8wcmC/eDHTT+ +SEpiR59zco4aC0ev6b6UmyuJut+Ln+YpslAYejH/vbEk3hzJ915BZ2FkqVxm +ppkknjycrOtXYMG1/W+IwXJJ9Hy5+9tOjgUj2beqy7ZIYvzYSMtJKXJejf98 +5Iy3JBbee1FxVJKFi2K/v3zxJ7/f4Bd0QoIFCSHF+3Hhkmhas1X3phgLlYf0 +6F0HJOEmmr3kpSgLETPmkSYxkni1OIn7YzbZ//GNVm9PSSL5uX39xlksXA7Z +kaeXJomXG92PnBdhYePIfpmIDEkYVp3ifBYm+7Xz5J76bEn4Vjd2LiCuHjjf +pp4nibEL/SmpQiwc9LlJBd+ThNbEmQ1/BFkw6ynKrnwkiVUj+w39iXPaOwL9 +KiVx+oII10uABbeN35sLX0rCtfVwwHd+FuTf/jWXeiUJm0sdLYeJax2lMzze +SeKksG2QGvGRRnXBBx2S0FXpXVnJx8JCO8524V5yv1/z3EOIf1Sj3nmQ1MMj +odCA+PqKtdwbI5JQWuzhNfRPCx7lW8/+GZfEUrEu98fEilTwH/sZSRwWu3c3 +jrix8MjWLEEpjOt7b9lBfNQ85cWoqBRyfgXvXku8pOCKgZWMFD5GLRxYSjxu +kp+URpNC7W6hxkXEt25X/hpUkYJpHb8uRexl8MZ1sZYUTkvajdsSq1zvK0mc +KwWXWX1LPYlbWOOsbmMpOLc9lDpCfDJL5ATPTAqpAylb84gt1ejDRy3I9zWY +UZ3EU+m6699bSiHT1vKmMlnffbr5EwNrKUwtW3rLg9jv9Cq1A2uk0HDzqtVd +Yg3ZjVFNTlLojaqPFCX1a43369d0k8L2yol1AcRJYvtX7/GUwlK3dU2txCuP +nbhftV0KN5kjv+zJ/vwVPE9X3iUFiZqa6gbih4fyIgP2SOFvW7mdC9nPnTOF +n4ojpHD+Rk7MV2LW/jor2SNSkLRjhcWSPKSEDMk8TJACrWdZchfJi83IzJ7Z +Z6SwOrSx/BzJl8BOqQ+u56VgP1P7ZDPJ324f45x/16Sw+/XHWYIkr3o9lJjj +bSnc8dbw7iXu2uKwKztfCim71M80knzbbwxaYF0mBarsQngFyb/I28MZ56uk +8Ej4gEkd6Y9njsmC3+ul8OJmb1Un6R+23YP65DayngWTqUxZFsSoX1vbR6Uw +sqHtjyqNhfClerMfTknB936pbArpz8/LNt1O5JfGh9ypRjklFspXlU1ZSktD +uLjCwVyFhf2O8Sm5+tJY0JmdKknmQf/60gVRJtJg18jqf2SR90Xn0S43c2mk +DYmHFuuwwHXbyJaxkkbBtcfGGfosfPXWfr53qzReOfS6DpJ55Lrdxd9huzTy +Bs4/Vp5H+mvHSVn9XdKQdIx+tWE+C9m7fmzuiJRGV0Me7+ci0j/7no0vS5OG +yQX2owIyH+vinPRkG6URubP9Z+Am0h+JsQ2Db6RxP3pXgas76YdThaGV7dJo +4t3TdNxK3m9TmWVhg9I4br5rbJsvC2pN4+xhARn4xWYby4Wy8PZ9+XMnNRlc +kbjsfzGRBclN7WnlTBmscBM9YZnCwvL2X/7G2jIYEgjUGE0leezUmyPKlkFn +RveVveR5ktCT4F60QAZq6mIxIrdJvoZcf2s6ySDayota0Ujmr3xU80EXGXzv +lTQ62czC2KK8O+2bZNCbmvn+wzsWLp2Y9k31lMH+N6vWXPzIwpTuhVbR3TK4 +XlQgdOknCzc9O56MnCDXha8VZChqQ6Z1S2RxqQwuK6nL2AVow+ffMRdGpQzG +Op/d+xCkjSKdu7zwKhmwuoNpe8K04beHb8ikQQatXTsEnh/RRvmcrM05H2Qg +zJe9pvWcNkJXdy+JG5fBrN8KJRU12mgt9+J3Zcsidsvvkx4cHTK/25T/M5ZF +7ocVBy+Z6WBW2RreJa4s3lzXf/LFQgdmJQt9P5vLYp7P0NuT1jo4XShTH7xC +FrdOjZ6au00Ha/KL0k66y6JoZe/xe2d18CJHnvMsSRad/KPcbGFdFMRWumv8 +ksXSxdH3fX/qwkd4z8eGhjloeda1YAVLH9uCIwok0uXg4/B56N08Nsy4nQVz +L8qhJz+r6upiNsR+4qHVJTm0Tk4JBq9g426QyKNDV+Wg4Xk5YGY9G392n3o8 +dl8OxjmR4Z9D2Ejdda2wvVYObfnKu37dZaMmoLns5owcLs27eva6riEusM3K +a/jkcXnkeMCAkSF2f0sr/ywoD4U1rhMsM0PQAtwrNMTksWvUQSBuuSE8/Qcq +T9PkcXadx2HFrYb44/evKtJYHu86vX00zhnC2NegwW6rPOpjaTFpQkbo9FPf +dctLHko/tR/miBshLkBORmq7PBa57v55Y44RBoKm1zYGymN5QrnTRQ0jXIms +fbM2Uh4BIoW2GhZGoCf7d2w4Kw/q9C+vlCAj/CvK++ZRLw9F7TO1b98Y4XZJ +ZnxZkzyavqmeqPtgBLfyFCPNFnl8Yme8fPzJCE+qInb3tMmjVZpxLXTICCGv +bce8++URbKeUFy5kjC9fvk7vEFSA28fjmrkcYzTOYYvvWaAA3Z6ZJ/6HjbFk +586B8xYK5NyabNAYY4zbVberyikFtAq3eMw9YYyESJNoGSsFjKum/CtLNobd +Z7OZPEcF7Li8PyTqijFePlk63O2vAG2bwZuWFcZYKB9VL7pLAfWZuzukq4xx +I7AyjxOsgKOKfw81vzTGca2V2w+EK+B3yCKZJa+NsSre7pNSjALe32jsyPxo +jOcezs0OGQoo37JpInnaGLzCtHthWQrwynFIeP7XGNkKbYkZ2QoI0TQ0/s3H +QfRLN7tvNxQQIdfhICvEgSXP8/mxRwr4/nbeIzExDu4nXLly+6kCeBfiXkSK +c6A50Hv4zTMFpBYsGBiQ4IA/w3eJVqUCfHqzvQqkOSidtfNRcZMCqhiNyrIK +HHA8b5/pa1bAxw/JeZtoHFwqGg6ReKcAqauzrLPoHBwMCua4dihgHd/5a6rK +HCz5EJb7a0ABDgfN+9rUOCi8feQ8W5CGQ1vNlXx1ORCxc1I+K0LDIocGpTA9 +DtYO6J7jF6Oht3x6+eG5HHzRqk99K0ODVRmfSrQBB3Ln6MmH1GiovJP9dpkx +B+5mgzJfmTQkqwXN0+ZwkNtclOikTcOU64ZyPhMOKCnPeH02DYaFgX5XuRz4 +R92MbVlAQ7lTjvDNeRw81Dg4i1pMw6f/Eofczcj6i9cezQUNUnRHcYn5HJyd +GI86sJJ83/vDQ+vNOeg+UyMwYENDS0Nu/gixoemFw+vsaeCrUH90dAEHFTuX +HtRzoiE9jBWatZADKXH5v8kuNChljZnoLOJg4/XPkTObaIhPPmOSQzzcfXL/ +a08afovHzJyy4GDhIfdJCx8a+AXP1/8jjlE1Cb/mR4PGGZkvvos5YLi83RO5 +mwZ6v8dfnSUc+Py6PvY5hIbsnbF8B4jvJUeErA2jgSWeu76R+I+x/c/C/TRs +ujBnRpnikPcijSCdAzTMidX+40GcvGN0OOkwDTpPHNdnEXfMehE4HU3DjrOM +2e3EejlpQ96xNGzgm6MsCw5CLP0Dmk7SEEe1xoG4uGvx14WJNGjPYm7bQSz6 +n8yOnGRSH987mQnE65V7+qVTaXhXvWHFLeLMRwW++8/R8LhrasML4sH1sZ97 +L9DQeS3x3XvieT9dvddcomF8o9LLL8SHEg17n1yhQXXbTZMR4lo23zbWNRr6 +N+2UHSWmvXz9KeEGDRb/kgL+f32rb47H5C0aRjTcrPqJbwqFd227R8PybK3L +bcS/s2zcG/JpmBtsF1VFbEmpdpg/psFtl+3QbeL49uFNVwppcAjO6Ukibt1X +3iZZQsMX82G/ncRa9DMbw8tpEHSvj1pOHJjv29r9nOTVfoxHI36ydqHz6hry +fdA73E3qJzQs8fZRHQ21WosDconXxHWt12yi4e952tQO4vS595vjmmmo/3HN +SJe470W04++3NJyfPSbZSfYvgl/foa6DBunnCh2LiD8vF2/V+UTDJeedh3tJ +Hhxiv2053EvDsuAO2VhilvSdXWZfyf2Z+c4qJflJcEz6nfSdBvttLaHriSfO +BB38+oOGHFH+rh6SvzoVXuKlCRq26Hx4OkryauahQJ+epkH2k928UOJLV8Yz +nP7RUBEtUjxM8r1H/8ltMRE6NjmGSLSS/KuZL2kIlaPDPYylHkj6JzZCfUMj +jY7RRd7xVaS/fhbzdc5VpiO8LtVYhbhqRcVQpwYdm02vaD0y5WD3ulWS1kZ0 +5O8zcskn/duWOvfMFRM6itleo19Ify9vE1P9y6PD5VzyVxqx0tZ69oNFdHRf +dZ7ta8hBeaCjnao1HdMW1XFNZF6w75u2hNnR8fzBretdZJ6k/pJ3e72Gjksi +b1cPknnjH/nO/9gGOqTXCdv+1OZA/oTbyR/b6NAr5xTUM0k/5fi8fH6ADudd +W1MeKXLQ1L/SUeMIHQL9gbJHyHxbyJ7btj+GjtP+5/evIvNP+sHXAeM4Oiz+ +eOvVyHHwuHS3aPo5On4Vv7yRLsWBWPv+VYH5dFRMxM6PFiT1DcuVTHxEx1vZ +kry5AiSvc1pf33lKx6mLl3/Ukvn9eNW8zT9K6VCjnZaT+mMMn4LhoNB6OkQd +tzDvjhijLMHr/P7PdAzmaoe+aTUm513770cVFXH9aeL4dDZ5HrRHPrjGUITg +U9vp5CzyfAvLC69WU4SGDZ2nnWEMnduzBcW0FWEj4Rq26KwxmpUr6PEmiriw +OeIZ57gxjMbmL02xUYTHy15TmwBj9F1lns6MVITwWu2l6cbG+Bb9aVLwkCJ+ +btL/vNnAGD89s7Zsj1LEfwdejqvqGoNPnWlgcoL83rBBToqaMZTPapSXn1XE +DYE6OEsaw+GY+kjffUUkje7vXTNohCJfVTv2gCKe2t4SjLtshNN6SkJPnJQw +dxZvzE+GPN/dda71uChBYl/BVraEEVinTW2k3JRwZ/PvT8OzjJD/b3XSNk8l +uNm/27j/nyFa3h5RkdqlhLQjjI8Z3w0hF/ONty1WCVyfDkFevSGSP5V4SxYq +IdNn9fXpk4ZwpdfPNi9WIus+9uDvMUNorm7L8yxTQlzGWJlQtCHuPx778ahK +CXq9nSzlSEO8Tpx7wLNFCY4T5677BxhCdklK6qMhJbgc2vPk4WpDJKX7VG3V +UMaTAN28dXKGCNt7JCRSSxkWW2Zv6pM2hLtjhvpZHWVQmYN3IiQMwRZ7G1bH +VsbnW9ORD4UNUbNvhd78BcrgUHXSPhNsCGxkHZdwVMb4gcWrH3eyMcDDPF0n +ZcxVDHRK/8BGk4zbp6UuyjA/7N5wuJWNzOqUBWHuyvDPerRs62s2LMwFBz/t +UMbPNd9PbXvBxh56t82jKGVco05ZHLrDhtvozPiro8qQDlgwWXyTjeWNSle+ +HVeGkv/KPsEbbMw5tnaamaSMNZEr913KZuP2eGle3AVlpJX512uns9H/JlPC +s0AZd84Zt+44ykbjvcLHkY+VgWsOL2Sj2XgY/87rbKEyrJnpKSWH2YheIf2s +rkwZ/fe9fhn/xwaz4MDO+Q3KGHviOe4Vyobr6c0NEl+U8bd881M9LzZUHogx +/AeV4Zl230HJk42uV498a4aU8UC79OkcDza8pOfwHx1ThrhlyQINNzYCT7ww +/cfPwMXM9wbXyPmYkxtyaLMwA78fGOV2ObIxWqVRXzibge2HlZ2Za9kIF47w +CZdm4DFvUVDpajaOHDI+90OFgRL+I02BK0k9Mtv71mgw4HRcS/gnOX/PKj7O +va3FwJFvBaUHlrMRN91Tu0OfAZ2HHb/yl7Jhr3xKscaQgXdbqqLcwYbsgiXe +uiYMfDexKZOlyPl8b9rfnvkMJPmmBp+xYMPlzApby0UM6Fm1TnovYoOR//Ps +pSUMzJbIdibDBpd+2JlsXsHAiGRa0RxzNnID+L3eOjIw772AkTGPjYCTt+/y +NjDQfsw3YI0pG0Y3Ns0kb2TAPvtXzT4uG/e/FKSu8WBgR2ip0BCHjVCRbT23 +tjHwxbTh5zzi+doyHAlfBnStrzGPG7NR5LmjpnonAyxrNU97IzYOHKbTdIMY +6E/Ljio1ZGPppUrPmFAGtnx4IbyYWKgk6E5PGLnf98YjFWw2XnSo/VkawYDN +mwAbJ+LYP7WrLh1gQGbfEOOHARu2jH1n/h5m4MYzwYCzxFILdbrdYhiQaO1Z +uoq4yaXZqDCWgW2s7GxB4uSwQxFKcQyMyy4+X6PPhlOqYXVYIgMe0sfZ6cSK +BW3yb5MZ0A5bvmUPcVvzsa28VAZORUou3ER84SfvdvI5BsYUvSpsibfIdk+N +XGDAbDKXfyWxJidx5ZpLDDz115y2I+61tzh96woD6fY/CzYTX9058FH8GgPm +f9XN9xH7xaUa7rjBgNHylGOZxOy8ZfurbzFw1ErhRhPx95qRFzr3GNgQ5pAj +Qe7/bv9FuZh8BvKimw6sIw6ZZevR84iBV6sELHKIzXQmbi4tZGDgqWk3P6nX +xPKcycxi4q6UvX7EkYWZUZVlJH/3T041E/Nx0yUHKhnY+qhBbBWpf/T102cl +q0m9LljnPSeepZ7I5NYycC7oVZcd2b8TZ47nbWhg4OElrZsdxFIS0fMiXjGQ +1dMnF072mzYZbl35joEHX9oqakge0neFNPe3MVC3uXvOYRM2VD/v3CzZSa5D +UNyS5InV7Bm0oZdBzjE8wU8kb9etN0/v/8KAwjtX0RKSR3apc0zmIFnfsheV +V8n7rOktu3P9IwyU1Sb5pMwn80BrpZbkGAPVwlaOaSTPC9OX3jL5zYBF8reZ +qwvYsDxmVrZ/hgF1i3sZn0g/OGzVGJAQU0HYBtvldaSfWt4ph5hIqiBHzCdQ +3ZL0j73CjJOMCpSPr/CLXEb2d5GYbCZNBWKfR96tsyLzQGHM3ERLBTomf8rC +7dj4efJ7uZOOCt61D5xXtifzUGDAbv9cFYRPeax9sYbUe7jDo8JYBfmdBx0X +rWPjZE1VrJOFCsbSF5addyX1Q/mc/ZQKTh5uPRlH5k3yw6ILGZYqMJG4Y3bM +ndTvyr27X1apYPl/CYbpZF5d/+986z4nFThxIjPM/El9xs54ZriooNNx2G/v +TpKPHUnfyjeR7/9hIl+6i41HzjF8Ep4qSOjIEggi8/CFyS69jEAV3P2wmGN9 +gI2ePsvw8mMqmBOqWvUqhdQrs+Gy/kkVHPGbVBhKJfPCxbU+OUEFQ51r+uTI +fHavDdLcdkYFff47pqIukf64e6lO8IoK3sb9yx26xcbriL8aK4pVYJkhKt37 +kg2TeSdsb5WpIG5+wtuCBjaSvivsVXiugo3XDvQkk+eJ/VbD2r5aFRy66P40 +sI2Nl1Zue46+V4F8inLDzUE2ymWf1lSNqSBGjv1gsaQhmLUrxownVNB8cpFd +mawhDkW/UkubVkGW63TDGpohlvzuD9kuoIqrbRZ749UN8bSdriYqo4rYoccx +J7jk+XttT7CNgSoCFNJlY1wNcXmxCaN+qypcz9a+x31DlNuLRU17qeKueZjZ +nUeG6N7SMzh3uyro7do6Os8MoXXkzNOjgapokaNdMKw2RPaLyY2IUIVogOO3 +rE5D5KwpT3twWhU+K0TnKkoa4frWdbT0KlXoRleyf+8ywq2YPbK+hmp4y/MI +0LAl5x+LzUdiOGpoSZyTsMTRmOzn8tErpmqY6epc5bmRvN97yr/5uEANr//8 +cX7qa4zr1IM0Vys1sF2+ROZFk/PZ5Ii6/RY1+NSkFB4tMUb6zgCjeafUUJ4Y +ectThYNjTttsBX+pof+Dqb3JefI+1J6Ve6xeHbEyyf2Bj00gY7R94k6TOpK+ +LnVNKDLBt4NGK1ub1aFH9TTcLDVBtlZhr16bOkLDdC9/rjaBvH+L+svP6vh2 +MVpp9XsTTEUK2orwaaDg0NbznZMmeC9uVrZKSQMDwfyKXQu4SJt7/la9rQY+ +vds+99kDLsZGrXKiVmvg8vrv43cfcbGm+OeFBWs0YKb5KDKrkAuRdTZxOY4a +CBEWSAqv4GJP5OSO/zZqQCOMPTLzmgvHRmc9Q18NbPHxi3f/wYXEHvkrcUc0 +sHDhfPWlBqbYTpWmW0Zr4K2RckGRkSkqRAOSJ2I0cFduUorHNcX+jIrDXsc1 +kOyjO6qwwBQDVcEeFkkaiJYMLMmxMsUL5Veq3y5qYGNx5+VhD1McLI1Ps32i +gUn/zzr8yaYY7Cg9PflUA4ZO890+nDbFhunRpGtFGrBP6S+9e9YUbDPX44Kl +GkjseCW0+qIpWvN09he+0MDvWcdGbK6bgnu2ZJNBiwb+tBmtc3lmiov5P53f +v9FAwyqpNT0lppj9Wnv9sXekHkYcrl+5Kbok4ux62jSwa65WhneVKeKOuCw+ +/0kDuVFWmRqvTPF55w818WENPFQMErvQY4q1J1mMJyPk8x0vC5r7TFF03Znu ++1MDOwuvSon0myKl55l0xS8NrOmNKHL9ZgpsPMEX8UcDXrvFCirGTJG+XKt7 +UJSJ+33/bp8S4kHYc0NnmjgTsbkpHcEiPOw+eLzNSpKJ2YEDCfazeVj5dPj1 +ZRkmavyXB/0S52HMuKjClc7EIQ7fHz45HlYznHJesph45fYvVVKDh7Reo9JN +OkxU33r1MYLJQ++t2R++6TLhTptr16fJQySKZKQNmBCzS43K1ebhprdW5DoT +JvjCHTf/1udhwmgmtZfLRIh8d/oSNg/LJ97e28NjIuBg3OghQx4+nDjx5ex8 +JjrPfxwdN+ZB7O4Px/bFTFg6DWte5/GwYV/tzp0UE+ce7TConsfDZcuc2L9g +YtD3rG2PGQ8L3rgUayxn4upD3muxBTxsnyqZ623DhDd/8C+1xTzkV5xbPm7L +xIFg2mP6Eh744kO2HFvNxKlTwsniFFmfuu6ZXAcmso7uiesFD1XLE/i+b2Di +223lK5uW8zBHajvjoAsTQwlLdA1X8OD+bqmZjCv5/gvWzyeJx/1++XM3M5Gs +t2pt9EoedBLd3u3dxkSzxben7jY8BLuY/ZzlTa4fmVIXteWhmCkjec6HiZSp ++OzbxE75FZaFfkzk2f2W/mrHQ/R7/dv/dpH17VkfN3cND02XhWqSgph46PtE +9BaxSkBnDzOE7NcV6o6BAw8P/p5SWr6XibatH8OU1/Lwt8qf9yaM7EfV3Ysn +iG1OrVjjs4+JVp7Uj1/E3VqT0bGRTNxZ4q5T7MiD0dDrTKUDTDjs9hZnrONh +/8ObT28cZMKgQZMVQvzi4NE3iw4zMV91SfAL4jnWHiN1R/6ftx2/5deTesxZ +KO4ezcTXwO0F7sQ3PsjpDMcwIVzIf/sK8dLAqk2yx5l4bxy4Qd2Jh6nWAavK +E0wc3Ujf5Uqcv0yCGxbHxNb1X8cSiXfeNlLVTyD5PH1wsIRYR2nt7I5EJj5d +3Oc4SPwxKmQ08RTxZIKx9AYezn0/02mZwoQtNybaiNhx4+OaX6fJ/lWZrF9F +LFHZln89lYkb+vuz3IhfGM1kbkpjQu/eul3+xAfPqZ+USmcCSRWlocTmQpZ7 +y84zYf26My2c+Geg19bQi0xw7F9O7SW++f6onW4mE34ZTwd2EXsvz53fdons +H31s+zZitTu1mvGXmYgpeRmxlrhV6bskspkosbysvZA4OVpm8mcOE6lfh/xU +iW2Hub0515goP8uxmybrE3J1anTJZcLl9p/GZuLiyrCn4nlMRCiMTVwlDjdO +zym+SfZbt/plKLFJelFS0G0mZG4ssF5MPCjUFcG6S/q1RDGcjzh7F7/vu3tM +FH5cvqn4//vVpuV44gET8fU3x/cS01dYLV5cwIRPtL29PvEJ5ZNyVx4zsWB+ +lOVhst/LY279dXrKRO7U5i8s4pnhxoHZRUzo/OPfWEHys/u5fGlgCdnPqrYH +IyRf+pz5ecwyJtK3NeYcJO5J35jaUs5E1zuJvaLEG3ZnBCx8QfJIxVRIkvzK +fCh1HqpiIjR23DqW5LtmRY/lpRom9pqrls3Y82DB0FMSqSd53Z92+v1q0m8x +NkJPGphQmZc2RRHfGQkY9m8i8+XkFa8s0j+aL+49f9XMhOHMKxcn0l+zgxYF +X2xj4nXTFocjq3go/7B5s0M7E1y9ud5lpF8jrA6tEuxkwtx547VpKx6+M56r ++X1iYnP51ZqtpL9bXtjX8vqZcJYRYf5aykOmiier7hcTdbtH1Rcv5GGhqYGR +528mijUS0paR+dNiPTZ/YoLUo7nO0Mqc/H7YUVvWHybuvTpTTpF5tfvVjeBI +AU0EQ1ZHmMsDjo6WsqU1IWpduq9Dj4e2C0Uvy2U0scEr1fS6Lg+hD2JaXOZo +oqSwbcsuHR6uf6T3RytoYu91T51RLR5kF1lIdzA04XF4tcQrNdLfw9Gb4/U0 +sWJ/u/tXMs8jRex9tfQ1Me/x06mDc3igqdKDnhho4tCTEl9ZWTIfbHKj+4w0 +kb1XqkFfiof72fV5i+dp4uBBgwhz8ryI2kibGlqqiWPN/N8qp03BqriWar9J +E8I3R2ybPpqigT2R3e6miW1mX0/Id5kiPHXVgx3umnjcWH90Q4cpav0GGo9u +1YSj0Uhj83tTBMsYiJb4akK91nlb/mtTlGy+HWEcqglde/7/5CpN4TqR7yET +rwntQuEv+3JMkWRYrv+6WBMBlqgN8zLFdfNNokdKNWGe4j93nif5/2VjX0zK +NRFtkz35Y4spvm/UyTn1XBPxyyJpOzaZwvboCfW1dZrwMqta7eRoCpEuR/mm +95poT2DTNGCKiKSemfoxTewp9rZ4yTBF8vnI9v/GNXGvfsWuWCVT3LiqUGg4 +QfYnucdqJZ2cD4pWhsdPa+KBdKRY1RxTmA3k/bQT0MLwqtyhRlFTjCwN/VIr +rQXTBN/d0hNc+IwKvarRJ9fdmgyOveHC/cbyBje2FvZ1WZgnNXOxYWt07bCh +Fmw8lrWmv+LCqlHwhYKJFvaEXR/Jr+dCJ0+gcOt8LXwafugw85yLPk++nMll +Wqhf9ceo7yEXXq+nw+du1kJ2TOKeZelcuB1ftLfIXQuLQ+WH49K4WI+IkDUe +WnjdmtzVmsrF8ttTO/ds08K7mEiEp3DBOjHpWeanhYiruc/exHHRs/S33ca9 +WpC2CNspe4gLz3s/NY4nauFomXPk4+1cBBxZ98fmlBasxK4sn+dLznvr8t9J +pGjB4Zi46kNvLmJ/7UlISiXre1WiVunJxe0Fk9NnL2rBSaDYas5mLh6Lub7b +mKmF9GDHoLubuCj78PQ+I0sLLfb1Xx1duWj5L9IvM1sLgfVbh7OduZgs+/f2 +ap4WEj2OiBxw5EIgxeP+9ltaCLXUOkqtJedJr7J4/TtamK5TTxZ24EJNJGr5 +7ftasHPYEpC5mqzXRuR+wRMttA8sGxWz5iLptUR8ZZUWkkqDvavAJe9rO7cf +rdGC7I/xiRaKiyuhDctW1ZJ6bJM89mUJFw9pSVO1DVqYNAq+yVjMRbur3Pbm +N1qoKl1cW0rOy58NQpedeaeFN5GfusfNuRj+06Lm/F4L56qidLjEApmpb9ra +tWBQstr6sRkXuj1Ky7p7iH/wMgR5XHDy96tl92lBzGT/o22mXCyM+TDp/UUL +8SFs/RouF3a6F+8ODJLf03AxyTYheZmYOZn3TQtvFbY3KRFvqXH33fldC8f4 +53Se5nAR7K+h9uMHWV/J9Y3njbmItDg8eX9UC63fcl7pEMdIdreE/iL1vLa5 +7pERFwmdlnfNfmuR5+Ete3vitDtXTk5MaOHDI8/Ng4ZcXD4k5Pt0SgvPV5rP +nCTOW+ttGflHCy5FrVxT4nzNF6pL/mrhm0mHwEc2F8WjOpP//mnhRFh9UDLx +/wBRWT0k + "]]}, + {RGBColor[0, 0, 1], LineBox[CompressedData[" +1:eJwV13k8VG8bBnB7yBqGMbYxY4mxzagkOVdUKlIpki1rIrRKIW2SEkkpqdD2 +SymVtNq1WhMSspR9DVFJ1Pu8f/l8P2bmPOd+rvs+z2F6b3fwE+Dj47ssyMf3 +/79XorxFTHzjLNX4jAOffFfBqzoNu40aAdR0Qtmf+wMq+Pem8KiGxn5Kz1Ys +63aHCq4Ux6sLa5ygcq1lmq7UqiBocWjwL/WLVGKX2sNTOSqo+7P13Kj6bUok +7rB52i4VzPrcoTOs/px6vGeF1eYJBhqLC0KH+p5Td140vE4eYuDOfykvBx++ +oN5lzVGo6WLAfpf95gHrfCp5ecbJtR8ZOC/24nyvfxHVt9ty+ugTBuZcficw +9qmUmq7fqFO9n4Gr5ek7B9XLKCmbk/ueCDEwkfJYr/1UGdXsvnmt8IwylvtX +dNb+LqPms1Xfuf1QxpDgL8cXdeXUKb4Fmto9yjBbbG9+4nglZaIcbqP9Thk1 +96cFdEbeU637BblT8cqYQ4l5SBrWUM9e3FLsjFHGIu1z5sd9a6iAvd75DQeV +kTBxezz8Qw01X7bjTdtOZZie+ejnnfWBkpQJ3x3qpIyD5ZxVJpvrKLbqy01N +TGVkPnyqnZVcR02cE/M4wFBGbYqVoFZlHXVSyYtpqKAMtr9zvtLCekquNtjz +iagyygWjDfnkPlLNKT0KfqN00BZ/nvP+TQMlZzA3wbGUDrC3jKyYaaAOrrx6 +rS6fjoDZYxWlvE+UgCtrnedTOvKbRI49yfhEfTIJGb55lw7vvdxfV8IbKQOv +GpPuC3Rk3z/xOciwmbpCe1htu5OOgTkDp1Z5NVN3AuMEJYPp0Nm7ylL3XDOl +Wqe4rWUrHRkWs692/m6mglqWa/3nSUdS2aktLq8/U7RVokd719JRzRlWNJv8 +TLnp7otTWU3H7MTVZQr6LZQIrWOr50o6op2kOB8SW6iaRSJj8lZ07O08PWbj +1kpFB4w68EzpyFk+ek3rdCslYXFB46sxHSO3124QLG2lnE4y3NIM6Ni6Q/Zp +oU4bJWW6ZouNDh0uM0mR88bbKKUDL0scGXSc9xw3kNNup2a5v/19SImOupfr +20ed2ynDV28M8xXosDspb3W3sJ36ecuu3luGjvTZFUdll32h5L+e69olQofl +4gi3Qx5fqMxj91vUhehoCdGfNxL2hXrz/KVTKz8dSrVxPZV3vlCL31nLnJxR +whNBi6JFr75QUgLTIfv/KGHDvKELd1q/UHMWLU/Y/1sJZ1LsVsbKfKWcLm60 +vftDCcbl08xfc79SP5MUZ7WPK6H6z90pP+uvVEqfS5HmdyWIb5a8a733K9U7 +HL259ZsSMhMLonNOf6W6dCR8NwwrYXlpsDvz9lfq74mNaS2DSjiqVS317/NX +qsr4yqBGvxI0N0b1Bv8g1zP4TG/tVUJxrGFxi1QHdSrSN/dOjxI8XrSl2Op2 +UK4dQe9OdCthejBh54slHVRoyx/v8C4lpKpSq+a6dlArDw8lRnYqwWzNiGbK +ng5q9+Zhj8QOJTQcSv8jktBBXXY/1PT4qxJCc9bUh97qoMpSpySGvyhBvuvf +3a7iDkppTbTwfOIchQfH1jd3UFN3ld4ntithrY2nR+l4B1VTeix0pk0J3/bJ +LDCR7KTE3IOEIolP3SmWztDupG70UccliPVadvRJoZMyd1oudr9VCe8kmSUH +NnVSHjMXkn2I/akPF4d2dVJxh9QX6BHzXfv54nNcJ5URMpMoSJwipNJSfoN8 +/9lhz28tpP7+S2aeF3RSh+eF3h8gfle2Re12Qyc1T3Pv8UliT84pKmWkk7IV +mRxTJN+fTHjoeVy0i2pJs55cQZw41nB4L7OLSni793ocse6G6Wt+5l3UVt/o +6Xbi4ifMVxvWd1F/bU0llpP1O9Ntuq2DuihpLutzAfFoRJAI71gXlZxUutOG +1CO27YyOZloXxbni3NhBrLHk6QrZp13UqAafYiKp37PrLQF8NV1U8b7MeWtI +vdeKCMSN9HVRg2EKFhpkP/q26txt4++mlm1sNxEk+3Wowq6qSrmbyr62S22S +WMlw17d8Xjf1S1tG7B/Z3xXj+caX/LqpzL4zE1YkH18cO9adjOqmUv1VBA/1 +KWHfs1m791/opqjDM3rvSZ5uH3B4vLGsm2q5qf/l+pASrL6ENSzv6Ka8XAv3 +zyX5bLa68mven26qvoO7rGSE5Fe0b6G8QQ91usAvVofkOzDpQGFNYg/19c3z +De+nlCDw41p70e0e6oKYs1zvNMnbxnd890t7qKfHL3Nk/ymhXEXOOn6ih7o2 +W//QZUE69G9lvl3p3EsNnKfREyXpeCVW3We2s5e6VfKJsYj0r1vQuJjuyV7K +/Myn85Nz6DhlYmknkt9LLZEW588i/T+UV1dTqt5HPfa+OjTMJvNH7ffYQ7M+ +6siK35McXTpUDqvJXV3XRzWZDZyO0ifzYXmA48GjfZTAqm0+m7h03Kv527So +t4+SuVVfNAw6QrrnduZm91M7/ZY+PONFxxePJtGSsn7qR8UtQ5ctdKxvjDWs +6uqn7ocnHjLbRodZRe/+buUBStylLnV+KB2CD2/K0I4PUJBPCzA7SUdKJNMy +bPMgVZ+4/daaZ3SI/6zxORo+SBWGOtL2FNJxYPuhE6eTB6mvOwWY2a/I/PZu +r79VMUhxtgmMe3+gg7PiyrbGBUNU4DLb1upBOkrk6BcXygxT7FtxabfZ5HkU +/65wmf4wNber4iqbo4z/RPZ1rVs+TOm5mpXn8pRx6neDUWDkMFX8+LyvvLUy +nNrPvUntG6b2WSzMfO+tjIE7MhN/ir9RY8YPhjj/KUOcGa3TbjZK3XnV46Bn +wcA7izNGUctGqYe7/rGOL2MgxjltgarDKHWtoPrHhD0DAonPbFy3jVKS58X9 +BL0ZmPo75P/pyij1qF56sD+WgcEWx8z3AmOUi4L+x5omBipTdOYWV45Rcvw3 +Sy4cV0GCTIXeVc9xynq/5T1FaTU8X6D62D5knEqpqIpYqaqGLo/t1HTEOGUx +FNt0Ql8Ni+7Jbdh4YZya2NNWNW+FGvpWuh2QrCb/t93kueCIGqyPDr/fv2iC +em/6pfHNpBomf0iHOtB+UKnskFiLEXV4f95QJFj5k/or6EJTn9HAztfR3tt1 +pig71lP/TGUW1LqWi/zkTVHsbjQmaLJQISB2JxJTlB415+9uPRa0ED92YtMU +VWbubmRuzkLTi+RDN+KmqIKlMkm5m1hY8uC/tKaRKerDg/MPNqSwIHvpXbP1 +sz/U984Nsm1ybDzcIbFeaeUMNSs+5IgovxYqU+X233OaofJ38Bm9FdVCzyvl +dCvfGYr+JNTmkIwWlOlzB4MOzlD3bVMivqprIbpk2dGSxzPUSZibeFhqwWnO +wUeBmn+pyYhaSV64FqYejckV/PlLtQcasr8MaUG+bXKhg9g/inv2o3f1uBYM +Rfk8e2n/qIUSqzmPp7Tg4yZ1V5b7j3rSVKQbJKqNSiH9pVu2/qMaSvjtolja +SHP03SP98R+lJfD4lo6zNq5GbBsw3siHgL7Ohvl52jAuFps87s4HjdMbA58X +a6NYKFO43YcPKuZq2qZvtPElvksjfgcfVv7KGpf9oA21DPeN/Sf40Bnh/DO4 +Rxupr9a8uprPh7sZuc4Z0jrQE/v2YbKUD5tGvx6+Kq+D56tPta8p4wNfR9ba +VLoOGhveTc185MO7I4tKdrF0QOtfYuIywgca9wezcL4OkiRN0+Zo8iPh+K7X +z1x1oOlQmxWgy4/GDtkfxp46eHh+x/NiQ34sE0tzy/DVQY36vfqQRfxwN5bI +8w3WgRRXe3bFBn48yhOTPhqlg5NOSvuOHueHuXCwvmy6Do6kT6+bGOLHQMSG +9LVNOlhr/Gyn/jg/BvdJj55r0YFaye4z3r/5kTmfZlnTroMXHQM1NcIC0Cip +ea3fo4PvWk1r7qkJgBVpw9v7XQfedx+v3rJWAENLHq5wEtOF8eKdwVecBFAZ +vMBATEIXf6s48fVuAsgvZ/flSOkideR6pVWAAKT5DzcPyOmilptkq35EAMtz +DY8PqepiyfOQlY2PBPBo/pfJeca6kFqlFyD9QgBlJpWZjlxdtDR3xy4vFoA7 +zU8tyFQX+6bd3uVWCkCrKWLTATNdPKBsbc50C8DDxlTCBLqIqhHxfzcoACO9 +jm4RK13YeZXG/BsTQE2I5bE6a130HVn4JvivAEp9smjrbHSh8UZn2SpFQRgc +aj7XuloX35w6fQ+rCoJztCMrYI0u8nvTop+xBHGi1yhhaK0unMVor7SNBeGp +KfW8Yb0uEu2ErAVXCuKRf1uFxSZdeLQWeZuvEUSWe4TnQRddcEIijux0FERT +U0zFM1ddvDv9vaTdSxBGYmyOjIcu+Oq+ID9cELn8A/brvHUR3V94NfywIGK8 +3lzY7KMLMb4rAgtjBXGleom+j68u5hhsevU4WRDl3v2Wq7bo4oL1Aq09lwUh +dajitYG/LlRcFGK41wXx/uizGyJbdaF1/IPN/QeCiDoWvD8lQBd3rtzPDH4q +iPDtbXvXBerCMDdejFMoiIUCdz//I35Uvi1w4JUgSlf9zLq+TRdmX1dWZFYI +4s6BP4MWQaQev3Q4/rWCEBhUzKggXiIlEq/VJIjesdeVa4J18YbdNdzZLojC +8St7y4hXLSq1v9YjCBUbp2tmIbqoXpdx33NYEG56LzdcIV6/NUpGfUIQHx43 +JP0iboxy29k6JYi8qgwvm+26cEs2r73EL4RquTVvThF/yVLiuYgKIbSR8+Yt +sV/pz7NK0kIonH19yyTxQGP9RIOCEHoNzO6p7dBFyEiOY7KKEG5SienmxN+F +zzxZzxKCdE6QtR1xmMp2xTl6QpjndDdtPfE0d/W+GmMhbLGzfbqW+NBK/aaE +BUJQH/c+a00s7ClmvtpSCA8+zl3IIT65tzd19jIhhKeOZ4sTS8W//lNmK4Rf +o8Z/2sh6zl6/7hbrIIR1B7ezbxMrvThcsHyTEF6832QSQHy5ZrOasKcQQhY/ +1VUnZvYuPvhyixA8v26TrSD1+G+G8eVwsBCSovZ9DyLWk58C9ghBN2SqVoj4 +vl7j1b/hQqDF6b9IIvV+tvGcT0SsEMm1zItEsj8WIbteLTwtBP+tb77yEZdE +r9WaTBZCioKhoT/Z3/KHEr17rguhbp7dBhrZf/t3Aza8O0Ko6OtavJnkpa7t +XebYAyFY/R7flkby1DL7WGBIoRDoe7Y9+Ufy56npU8F5LYQO4XOdTOJusyWc +wQohmMo/2mvuR/rJb2bYv4n45pExe5Ln3ZGf7bW/CGHIvHpgFcn7ZNLz+109 +QlBbsjx4sZcu+ItDd3pNCOGEAYMrslkXMQ3ra9X/kP0bGYhpcdeF+LAJr41f +GDtuVp647aYLeeVvEy7Swpg8XVOkQ/pNe8+WfRv0hFGwv2/68QZdGJi3r083 +FsbqwJkRV9KvpnzORgPzhUEtzBObWqcLq1Mrew5aC6MiKLdWjfS7xw3Ohiw3 +YVSe23Z79kqSr8CbRj+9hWE2LlG8m8yLIGO12UsChGFbvdaqfpkuwvOlSxtC +hfE44+a9KDJvztd/NxI4LYywgja18EW6uJK6bfbqZGGE5Aee+W+hLm54dvVc +uCQM3vrlzysW6CJn6OMVg0xhnHJSW8NH5lu10PPZm0qEsfxn6jU5DsnbvIO9 +98eFsSqj/vKgsi4k/vwqnfotDJ/NNQKZSmQelOxIW8YngkcVDYXuNDLPVns7 +fpYQgaxyjM9jWbL/fsteimiLYLFg0imaqC72JM9Od3cWgWvPxNTtcR10/bjg +NLtABC52U5v83ujg2hLe7taXIijyMVzKfKmDzfHVp++XiyB6roLkpyIdNLOF +y9Y3iuBjdky48XMdfFi/a9HlcRE4F1yNvpylg8KHdhoGerMQY3goyf+0Di4E +k8F2YRaenjnzxHK9DlZ1Bx5I2ikKw0/vpl+/14Z9V6K+mpo4WmdftgksIecL +/a56N7Y49Lu2X0ov0ILt7gVRl/TEETh+ZOOn51pYIdBWo7RAHHMupsM+RwtW +Gvp75daKI+VJn4frdS3Mc3tdLHpEHGYGtb/+HtOCSv1vx/FucfRvCAmrWK2F +VMbqfyZD4ti7OeDk1lVaoPtkZO74Lo4DWd7PxWy0QPu+/M/wX3Es6zqQ7kxO +TzIy5zL6FGdD5NjGX3N5WhC0MxxsXTkbmttPif9H18LAS+9D7+7NxqcXZlKu +A2yon2kMTMidjXeK+02ce9nY4GHvuCFvNs6s7J527WKjcHKh3pd3s/E5Sult +WBsbSQay9b86Z6PGLK6Yv46NRReKdHSUJZAYKP9yWwEbO3znzRnWkIBekaFW +8ws2/jPJms7RkUD9umeya5+xIVN5/oPlPAlsCq8qcnjERhdfSITTWgm8G1Tr +zL3NxqlAlffHYiRwr+BO8q8LbJQsSHpuGy+BHTqpeV3JbPwUEr0he04C9ivP +mjWfZcMzfXzflasS4Mu56N92mg3T+nLNx/kS6J4X2GUXy0bAVUhGvJTA6p0l +klExbKSFPPmFcgnkCJwffBrNhqjYtcrKTxL4kpc6tuwwG62L9+/t+i6Bpf9e +ulaGszFn9ojnnd8SaMz381i6n40Vjb62O/gkUSj+NOh1GBs5u9ZqTEtK4vMS +pYaOPWz0Um/ES+UlofGocNnB3WyoSFr8OM6QRMqJJQPsXWzE3NIpl5srSfLe ++ztuOxt5e67kNhlJYvaVyn2rQ9gYXSKXnj5fEj5tchuUgtlwafm7W3+pJB70 +ai0vD2TDULZB1XozuZ7QjFrGFjZ64nuOJPtJwkJK16/Aj40r4r96e7dJoibi +x5xOXzYkhJRyTu2ThF7pYImNDxuvDukqtkdJ4n0z/UOMNxsRM2aRJsckYZ07 +4VPtxcbAz03LG85Iwk/ig1GYJxvXdgdm6aZIwtfYYG/jZjY5N4bLRKRJYqPl +oIsVsUxwXGjVDUl8fXikK9eDjXf9l5rVsySh4OlINyY+uOUuteuhJML97/97 +5M7G/M78G6+eSsJS4+0VEH/bXCWmWCiJexIFvz+6sXGzpTUk4JUkmssu0fcQ +u236VpdXLol9fM6CDGL5hr9mUh8kMepYk1/uykaFg3Sa5ydSH/cq26PER96r +Cz5qlUT2Sf4nS4nN7Yy3CndJgskU45cmHnuHqo0DkgjVDeR2uLCRuWwd986o +JHa7n1tTSOxZ6nVh+qckMtlf3a8TK1G7pu1nJDEdedb7DPH7vCNeVwWlcPT7 +J+9Y4hizs2/GxaRw/Mwrn//b8vF1/eUyUnjf5Bz4/8//NMlNTKFJQSnnQMT/ +f+9e9qsfAypSeO0qfPn/1/PV/+iymCWF2i1ZNf9fj0pmd9HpuVKYuCmvJkPW +W8/+ye4wksKM5vvY5cRxV0VOms6XQrCcg0IMsZWa4kiMhRSWVc28rSaeStXZ +0GQlBfl8xk0NUq8cRbPn+iulYObU9iCCOODcCrWoNVLkvcZrpJ1YQ3bT0RpH +KdDdM31Xk/1ojA/o03STgvrpq/KviBPFw1eHektBrVNTcCnZT5vjJ3PebpXC +6qBBXhXxk0NZkUGh5P6DmwP/kDwEz+R9LYyQguG4+L4Mkh92eOVy2SNSSH16 +/qM9ydfZ3cMyTxKk4PGkLuEtyd+q0ZlQ0WQpHPOoHz1D8ikQLPXZ5ZIUFsu+ +v+9H8rtji9HNf7ekQGWvWTuX5F23kxJ3yJbC7YCABXR/Nto3r91+I1cKvS9v +xMzZyob9pp0LV5ZIIf33DX8m6ReRhsNpl95KQVRvyd/529gocEgS/FYlhb/n +74k4BbHBsXtUldQshRclV0MfkP4Tp354tYyT/Y3dJfiJ9O++JbqiT6akMJ7w +w8kplPSbtWv2aX5piL34VftlLxulK0qmrKSlQb94y1aRzItwh/izt/Wk8dbt +XaA4mSd9G4oXHjWRRo7oYsPOI2w4bRxvdzOThsDG+Vpvyfzhum3iyCyXRovl +uwcPyLwa9NN6vddLGj+d79mJnyH9v9V529qt0mio2JlnQebdu8A4Wb3t0vBL +i/YMJ/PwxvYx99ZIaYRVH7dTTCX9sr/gp3WKND7O337l03U2Kk856sq+l8ZM +oKDVzuekH07HVg98lMaG318fOuWT/J/J2/OqRRod00NLbYrYiD7PLAkbkEac +mVXFytdsqNX85IwIyIBm8kmm/gMbDU2lrx3VZGCRplk/NcSGpGtLSilTBuvr +RVTPjLKxtOXHNiMtGUj9Z+HInSD5a9OdI8aRQfnFhUeS/7CR0Jngkb9QBouF +Cla3iWvBZtjll6ajDH7Ub7cI1ddCmvzRuoPOMtC8FbDwhpEWJhZl3W9xJdcL +/ry9lTzPMk7+8T/vLYPLlNnOEAvyPq5zuVFshwyqV/Iridtr4a536/PRkzJI +KJo/V3M3eR42bo4sLJbB3zm3ja6+0sKWf8edGa9kcHUR965YuRbytR+Y7nsr +AxmuUnDEey0EhPINm1TLoKxi/vnwZi2UzrnqfvOzDPpNH4b1jGphz+oOy1M/ +ZbDFoiZnm7o2Gkt9+V04smhQ/K/0yxFtMr+blQ8YyaJmft7YcKw2ZpWsMc3g +ysLybQW/wGltzC8y9+8xk4XIVffLlpe0cS5PpmrXMlmonJG8LJqrjTW5+Slx +HrIYnjeQ3EDe39/clDcuSJRF1uK4p5LrdPA49pWHxg9ZCFM5Luvn6WKLcOiX +6uo56HL5JKC1Tg8+uyIeS6TKoXSHnmyHLQfzuW2P516Rw5v41g6n9RyIf8eT +5RlyMG4+pfnOhYMHO0WeHvpPDucj7j1JD+BgeseZZxM5ckjSPVHEPM7B+e23 +8loq5GBx7VObXwkHZUF1JXdn5GBQNKvoHNcAlznzS8v45PF8Osw6aqEBdgyl +lPYIyqN1d0S6NwxAC/J4qSEuD8HHW7IZ9gbw3tb/6hxNHt8SX35eHWCA6YB/ +byON5MF3YiWVmWYAI3/9ajsvedxLWru+R8gQbQHq2+/5ysNe53NS6mxDnAqS +k5HaKo/MgHaGzRxD9O/8s+59iDx+JYU1xKob4npkxcd1kfJ4LJp//N5CQygm +bWt1uiCPJeoyEzuCDPEvP2vIs0oezFO9KfEVhsguSo8vqZHHb9Nl6bwPhnAr +PWuoWS+PJn29AzUNhnj+NmJHZ7M8Knn1F759NcTuWtsJvz7i/r1meb8M0ds7 ++CdQUAF3DYxn4plGeD+HMzt0oQJgt6ezNdgIlsHB/ZcsFPBx81oZgV1GyH6b +/baUIv93PuumutcICZEm0TLLFZBbvdpyYZQR7Hrmz2Q5KGC37/YU4QQjlD9f +MtKxTQF701MPDmUZwVz+aJXYdgUkhCi5HrpvhDshr7KMdymAeZkpMfuREU6w +bLZG7VPAMYWwdqEXRlgRb/eVfkwB3MkLXSfeGuG158a6tWkK2H/0wMGGL0Yw +zUt5GHZVAfMoNq2h0wg3FJpPp91QQP2JlWsqe4wQXe5mN3RHAdcW7ku/PGQE +K1Pv18efKuDwDff9lb+MkJNw/Xr2CwWIbFzdfWjKCJr9XYc/FiggOXOoQ3/G +CPxp/pasVwpYIL/iDZffGMWzgp8W1ijgT9nEU56IMYy9s5O76xRgtStFfess +Y2Tkj+yW+KQAk6ZL5RdEjXFw5y5jl1YF3C7s7usTN4bl57DbP/rJ/fxRsHCQ +NkZe9pFLHEEaUns5MksUjSFi56h8QYQG2z2v6yyUjLGuX+civzgNA0ExQjy6 +MXpZVecbZGhwUBzJlmIYQ+6iYtIhNRqUZAdMj6oZw2P+gMwgk4ad8R0hDurG +uF2Xf9pRi4agL8eUVTSMQUl5x+txaFi72bo8jWmMbUfvxtYvpMFTweeWF9sY +TzQOzqIW07CgQOykkJYx+AvXxdwGDWXnhnuuEl+Y/Hk0yoaGdwf75Su1jdGR +XCbQv4qGWMu+PmcdYxjwLh9eb0+DUcSYxRfil8FLDuo60qDcenVbm64xpGbL +/01ypqHO68FKx7nG2JTZEznjSoM3PSX7DfFIR1x4rTcNKzV3yV/UM4b5IY/f +Flto6Om1pU8RH1M12XcrgIZ9BVV3HfWNwXBuCI3cQQNVZRM7TbzlR+ZEz24a +apv+q7fhGONhUsTudWHkfhIinsUTTxvZf88Lp2HNN4351cQ2VRo7taNosCzj +XytmYIykwPGRxMM0bMxJEaWIW2e9CfkTTUPL7+3e24l1b6YM+8XScOYm0zOV +eLfVtqCaOBpUAzYKFRMXti8eND9Nw9K08nVfiMUOyATeTKJh0GKp7R/iDcqd +fdLnaZiovTwuY2iM9KeP/cMvkv2NyF/NJB7YENvTdZmGo42pbhzied9d/NZk +0PBNmGJxiQ+dNuh6fp2GP+eKbvzfFRw+H/YtGmQPW3UZENPKa78m3KHhh/ZM +F4vYy/+m5+97NGxfZHpHnviu0L52n4c05JQsWsBH/OvqKo/qXBpu8Yed7iHr +s6JUW82e0fD3gPOTt8TxLSOu1/NoUBnwun+duHF/abNkEQ2N6uyocGKWYvKm +faU0zFagtO2IQ3L9Gzte0zBV45WlRPx8nfnG1WUkH16rZL+QeguNSDQ8raRh +dc1r12vEa061b9CsIetTfJCwmTh1bk7dqToa3GkT9xSJu99EO/xqoME5Jq6g +nOxvBL/e2spWGi5c7C5gEvcsnd2o/ZWGcoW9O96SfKyNHdp8uIsGg2ZRh63E +bOn72+cPkvpl+uRcIvlKcEj8lfiNhq5c34WGxJPJOw8OjtEg86PpXx7JZ6WK +6emMSZLfMm23MpLf+Z4Kin/+0JARf21qBXHG9Z9pjv9o6Khu7n9J8h+q9zxb +XEQRg+9cKrNIf6iZWVbvkVPE/cIg5lKWMWIj1J3e0xRR/ML6dZqmMb4X8rXN +VVaE/PG2tgnSf2+XvRxu01BEQWJjzFnSnzvWr5BcaaiIKqMJ00uqxmg+Pzf5 +ugn5/N6bsrUqxljaLK7615T8v2fDKSFiulcV59EiRQgmPNvhpmyM0hAHO9WV +ihhzjY1rpBmDk8OrD7NTxI8dZcNDCsY4/0PerXaNIuSebaLPyJP+j/y07biT +ItKSJzpk5Iwhf9ItbsxHEYoDUV9EyHzacnNL+esoRaxs1ck2IfOups/GQeOI +Igz2t3oJC5P+5MxtDj+miLMGdpYfBY0h/Wiw3+iUIvIqH58MIPPyWfEOsdSL +inDsC7YtnzSCeEv4ipBcRaxa7bzajczr+WG3JU8/VcSaRCW/IjLPveY01t5/ +oYj43bNiVNqM8GzFPPexYkV8e5Mv87rRCFsej+zcU6WIYK/CEzVVRihJ8L0U +3qMIkx1C5p+fGJHzrv23GCUldE/TauSOGaH7P+a59EglLJDOzm+WN8JQ9Nff +goeUUOQ/mlkjY4Tv3lc3bz2qRHK8y+mlhBH41Jn6JieVkLPwkUW6kBGUL2iU +ll5QgkNgBoc3YYi1x9VHu3OUcKxbNOBzrSHy/VXtOP1KCPtQZnEvwRDndOlC +zx3pcJNcu8SXPP/dPLRvdTrToXQ4csKHzxDsc7xVUm50VO650+g7bYDcf6sT +fbzp2C28dkfghAHqG46oSG2nY+mt4cMxXQaQOzZk6hNLR8GC/bbSrw2Q9LXI +TzKPjm/uRYEVxw3golglalZIx7wv59Wlog2gubo5y7uEjrGKl23rDxkg59nE +2NO3ZD0Kdx737TNA7em5Ud71dBSplzotDDSArOXZ80+H6WgT3FN3ZLUBElO3 +vPXSUMaiH58slBQNELb3yO5IljKG/x6u6ZUzgIdDmvoFbWU4DUb+zpMxAEe8 +IaySo4xfw8MWu8QNULZ/me6Chcq4Qfv3VfEvBwKb2CckHMjv5V6HQw+HnEMx +T8dRGVISm9t3dHJQI+P2dYmzMk5Pmtef+8JB+ruzC8M8lLHKvPHbUDMHFmaC +A18DlfG8x0ev/T0HoYodq54eVcbc3aE3Pr7gwG185ueHGGWsa5+ctn/GwdL3 +9OtDJ8j1NOI2Vz/mYM7xdX+Yicqwzx4Ibn/AQfbP4qxTl5Whf7qoyfYWB30f +0yW8H5Pr79knuTGZg/cP855FPlOGq3XU+LyzHDyJ/+R7IU8Zzf7DsYwzHEQv +ky6oLCGet7B/6hQHzMdRwQuqyeeb7BNmH+PA5Zx7tUSvMgIldO5E7uVA5ZE4 +Y9uAMlQWiQb+t4eD9g9P/cuGlaF95+zzxl0c+ErP4Y+ZUIZC2nLTjds5CDn5 +hvePn4G4UtGK/K0cGN/efchdmIGt+z8s4vhzMP5WoypPlIGz43+SbvhxsE84 +Yss+aQaWNv5QfeDNwZFDRhfHVBjYGOv7kudO6pHe0r1Gg4Hk4droQVcOZhWe +4GazGPDpETlwl5yfT/3prAjUY2C3uJDZKmcO7JXPKJUZMKCUcE9SZyMHsgst +/XRMyPU1WilJJ3Ke3pvyt3MBA1aTgW0/yHncOXmZrdUiBq4n17tNOnDAyP1+ +IcOSgX8Fza5CxBljdibuyxjY+erOX7O1HHjLTB3IW8HAvVe3Hnmt4YBtdKuc +bsfASp9bs8/Zc3A7iN+3wYEBl77e1wqrOQiKy35g6sTA5buHzPzsODC84zqT +tIkBp8sVIYXk/WD0neiqMTcGavzu72AS5/Q+Pr/GkwHZzz+XJaziYI+IT+c9 +HwaqP6/9KUS8QEvGWMKfgT3U2hPHVnIwZV0QGRjIwLOibSIyxPnegWXvghlY +3jmz58YKDqIOK9J0djLQ0be0xYp4ScYr72N7GKjN8bYetOFAqGjn/c4wBk7k +uD28QvymVW16SQQDT+sZBi7EsdMVKzKiGMgIDirQILZl7E/+e5iBN1p/t44t +50DKXLvD7RgDnT0+8yuJa5zrDPNiGZhfJsd5SJwUdiiCfoqBufz+azOIHc8b +vAs7zYB51cXbF4mVHjfLNyQxYOlbsfgKcXPdcS/T8wyId83MySK+/N00O+ki +AxagGb0k3izbMTV6mYELJi0Xuok1jU/brMlg4KDWlMMcsr4ue4tz964z8NVg +xm8l8X/B/V9m32IgaGxDw0nigFPnDQLvMCB/ef3tBmJOlnX4u3sM/Hpv0MUh +9flWNvpG+yEDp85PxcUTP+i7IncslwFth0c3J4l3z7L17HzKQN193vwQUu/J +pTd/pxcycEnXr3of2Z/IvPSjr0oYGDKvSRAk+8nHTZXsf8WABPN9+AXiWeqn +mdwKBk7XenQ2kzycTD6R5VRN8j12dctJkhcpieh5ER8YYEW0alqTPNF+71v5 +6hMDogdvOdSQvKVu313X18xAd4ZJ5Q2SR9WeYHfJNgZigrNOHllH8ljnvdOp +i4HvcgFfN5F88+7ZXewbZcC+7OvifaQfnrBsWJITDBT/8NC5QPrFPHXJPZNf +DLxT3hZQtIkDq+PzS8JnGGjmrvyn78bBWi+NfglxFVQ0PbsZ6sVB/Sfl3SaS +Kvg1MHi8nfSrs73CjKOMCjLPRdc4+JL9WSQum05TwbpApVRH0u8hChNmJiwV +jIRJGlYGc/A97lupo7YKpo6u9zlM5kWoQL9d+FwVME8KzcJOUr+RVs+XRirQ ++fztUhOZN3Flb2MdLVQQeidPJCqS1Aelc8IpFWgp1r+IiiL5epJ/Oc1KBfvu +xLTHHiL1uf7wQe8KFUy+Vwh/Hs1B5oFLjfsdVfCfBQbi4sl+TyR7pzmrIOKu +iXLjabK/gYlDpa4qsP8i/9QgiYOnG4/xSXirwO65humP86QfTLbrpoWoQNFx +meqPDA46u632lR5XwTw/2vanT0i90quv6cWpICNVYl3jczIvnF2qkhJUkDKy +aq5QAQceFTs1fZJV4BmY/iDyJcn3g4xKwesqOBN2r2i0hoPaiL8aywpV0Pch +Jv3rMAcm807a3itRwactiy0ejHGQ+E1hr8JrFZgrfUk88YPMNy+Diu4KFVjU +iti7zXBQvtwtNKZJBXtSGo8dljRAqeyLsrcTKogyN/352sgAzIplE0aTKtgw +KnlgsakBDkV/UEv5o4K9Nms8iswMYPmrb/dWAVUcND8g37HEAC9aFNXEZFTh +9lQ79toG8vy9Fbprlb4qVJ5YjopGGuDaYhNGlZcqtgw1dRvXkuvZix/946sK ++3mfbI5+MkDH5s6BuVtV4beltri1xQCsI8kvYkJU8exa3sc7vQa48eb3JkSo +Yn/845QbMwa4uaY05dE5VTxQtLkrpW+ITK/1tNS3qlj56uC68DhD3DsWKutv +oIa7OZo17p7k/GPhfuSYsRpEJIPuWPsbkf1cOn6dp4Y/gzWPDUPI+7i3/Mcv +C9WQLZBqJB9phEzqUYrLcjVMiOu7MFLI+/XvUXX7zWpQSHmVJ/3BCKnBQYbz +zqjh5w3zMQY57x539LEV/KEGE5sL59ZcIe8vLVdvH69Sx/BG0cTX2SaQMdw6 +eb9GHeOhHzse55hg6KChTWOdOnK6ns69+cQEN1h5XbrN6rjt7rn3UKEJ5LfV +q5f3qMO6Zb3l3GoTTEUK2orwaaCAj6e/eNgETbPnl6yga+DygDQs9Lh4Y3qx +r0VZA+dkjtNnDLjIdZ+W3qmiAcX+bIF8Ey4S75d6XFTXgJxiah9vIRcr1q+Z +7tfSgBf/U+vZK7h4lrp1QRxXA9oljfYOflykzL10r8pWA9cqfl6WS+NiYnz5 +zaOrNTDO/XC07ioXawq/X164RgOSQU8MEm9yIbJ+1ambDmQ9X/dn/bvLRWjk +78ADmzRQ3vdt75M8Lhzeb9Q18NfApaik7MhGLiRC5a+fOqKBY7svvTeT5mEr +VZxqFa0BtzaZ0iNzeHgpFpQ0eYzc7webpHcKPISnvTzse0IDZYUrcmxUeOh/ +u8vTIlEDm1duo+Tm8vBG+YPq0BUNvJ/VadC8hIeDxfEpts81EGppwPdvOw8D +rcXnfr/QQPHpuvC7u3hw+jOeeCtfA3wTTFvHUB44811OCBZrQOlXVnNKOA+N +WdrheW80cPe8jHlvNA/cC0Wu+vUaCBxm2F5J4eFK7veNTR81sGZPodrfVB5E +a7U2HP+kgV17J4VdrvDQLnHKrrNZA4ajCXyC13g4dcR58aWvGrBd1WxFz+Kh +J3hMbfaIBh4sHJbakM/Dujg24/moBsI9+Y/4FvKQn7lR0f878ZOY+u3FPJzt +LJB++UMDb50+SIS94gGbTvJFTGvgUaPEIZtKHlKXsjoGxJgwXetv/62ZB2Fv +p7aU2UzMoiWczGrhYcfBE83LJZnICTlwyKeNB5sXI7XXZJjYObou6eVXHiaM +8l+6KDKReMtNdWkfD6sZjjfL2UzI2J6LWjbBQ0qXYbGrNvl9xa9nk3/w0HVP +9POQDhMHbA7//fKTh0jky0jrM6Fk+7om4DcPd/1YketNyP95mhut//IwaThz +vovLhLD8IaGQfzwsnWx4GGrKhG/UdoFzfKb4fPJk74UFTKwej/z2QcAU4g/G +HFoWM1H8yPCgwixTOO2vCA6mmBiNupGpLGqKa1Y3Y/+CiYTfFRoMMVMs/Ohc +qLGUiacRjBnJ2abYOlU0128VE3clcv3zpEyR+/Li0p+2TFyvcBe9JG0Kvvjd +m4+vZqIkJn8yVMYUKeo6ybfXMvFk8keZ6hxTvF2awPfNiYncsQDzeQqmmCO1 +lXHQmYn8jgjfEWKPT0vmy7gwseiGbscNmil+BvzYxnVnonydxmd+JVNY8d7H +vPRggv3p28bbxAnTmVc3eDLxwXWzvh3dFNqn3T7t9WGiqjWr6aiyKXY5z/8+ +y4+JCfg/UWKYopApI3lxCxOxgUeHM4kdc19a5QUwsblUeXueiimim/Sy/21n +4lPlcHummilqrgmVJe5k4uHh4/eV1E2hEtTWydzNxJ1+VudR4kd/z9CX7mVi +1VfJSDsNU/x9u830YxgTWSvtum4TrzqzbM2W/UwESW9/IsA0RQfrd3RsJBMO +94vS/iM2HK5Np0cxcfiR2bMx4vAnd1/cOcgEvxfHykzTFG8OxnxcdJj8/hY3 +y3DiOSs9RyuPMHHsVnL2U2KPOeazPaKZ0DR/cG6U+M5nOe2RY0ys8Tz9nc0i +9bsxjEPHyfejmeUbiJeEvHWVPUHWx/NUPUQ81di//NVJJp7prPt3mzjXWoIb +dorkI6j0fDVxcLahql4CE3PyfXuGibXp60RbTzPJe+Lk6Cy2Kb4c3T1++gwT +D4ptn6sQX/yW3GZ1lom9XEsrDrHDpmdlP84xIalYkDCfWOJVc27meSac8Prq +IuI3hjPprilMSKd7R/3fBy+qx0mlkjybP9D5/+fNhKz2llwi19dqzNAn/h7i +67XnCtnPMLlhBvHdphg7nXQmBJfdkf7/evyW3l7QnMFExunx2f9fr9r9Cs34 +a0ykWTl2VxE30r9J4gbZb+2l6f+/36Romd/fbzJR12C9+P/1sB3hdt28Re7v +eU/pOmIhF8f3zreZcP1exVMjLnwV9mJ2Fsmby+2z3aTe+4xSbxbeZeJS6IKe +W8QmqfmJO7OZuOa7zMiP+MZ2fv9PD5nQ1fDIrSH769HMcjj5iIm+XtvJKGLF +ZcsXL37MxFmfg1a6xCeV4+SuPyP9xlaZ2kbys/TYvb+OL5i4feHzdhHimZH3 +/aL5TLjzx09fIvnb8Vq+OKSICasCqaBnJK96xguymCVMsIb/20gRd6ZuOl9f +Svb3cfG2ElXS7zvSgszfkHraXld/SvJuwdCli1Qx0SW50SyA9MvPY6uEnlcz +YS9b2V9G+un+aNDIthom4kwO9msRa755+PpDHRPZgUd63yuaQnTnol1Xmpl4 ++4AZNCRvitLP7u5rW5jYKrJaVZc4YvmhFYJtTNDXNi7bLGeKb4zXagFfmTju +f2lOsawp6t/YV5j2kXoZRpvakXmSruLNrvzBhHO095mzIqYw5+kbev8i9XV1 +070kTD6/cmLB5CTJV3kcI12IXD8sxpY9TfK+JE3vMplvOz7c2RUpoImEMdnw +bWQ+Ima8mCOtibGQyO0+ZL42X84vL5XRRPuJxPk8Mn/3PDpW7zxHE2f9Odn/ +vvOQ+UWxL1pBE8OLF79OGOVBdpGFdCtDE+bJ7sYxgzx0jES7x+tq4vFAG3/7 +FzKfRez9WXqaiDEZPhDZzgNNVXHnc33y+VCDWYrkebBq1e3obkNNvLwbucn6 +Mw85N6qyFs/TJM/byMz9H3k4uok2NbxEE38LUj29y3hgv7x13t5VE1u/Nqmv +u89DNWfyRoubJlRcFRg37/Gw7/yKR4Eemvh3023WL/K8qwjofx/jpQkXdmfl +uUwedsnoixX5a0I58X7Js6s8FLlnRxjt0cSL4xdkMs/y4DKZ6ykTr4kFN6Zo +6/fykGhQqldbqAkjM+UPbmbk/s1cxY4Ua6KuNsBtwXzyfeuJXpNSTfyn/fao +rCkP3zZp3zzzWhObLjpXvDLiwTbmpPq6Sk34Tr6z1NXhQaTdQb6mSRMb5FyL +B8j5IiKxc6ZqQhM1da5haeNcJF2KbDnwUxNez81WR41xcec/hTyDSU28DjvS +5THCRWO+zb74P5qI9iiI0BzkYn5/1nc7ARb2fPq+KreDi9Ele3orpFl4dSl9 +g3gtF1vGhT6U6bGw78fV24UPufC4s7TajcOC0MHAjP77XDh5RVeMGLDwdkx+ +AS2bi+XvBd8omLBQXyfruecOF9pZAnleC1iIvvXBZ9l1Lrq9+W7+tmbB1d10 +MZK58K39s2+uOwvHuA1n3oVz4XZi0d58Dxbm8gSLTPdzsQERu9d4svAsV8Tn +ehgXS7OngkN9WFjayTc3dg8X7JO/vUsCWJhTtNN9RwgXnUt+2W3ay8LEmquN +xd5ceD/8rnHiNAuNnrHzTq3mIujI+ulVZ1hQDzrZYmhHznvrcz9JnGXBdLDj +6MdVXMT+CE1IPM+Cf+zMmCE5X2Yv/P3nwhUWGALdqnLW5Lwp7vJpUzoLL05O +X2xYwkXJ5xc5jKssvNs1vC4NXNQfiAxIv8GC+RadJHNLLn6X/Gv4L4uFflam +8i1yfhU465mz9R4LYhpJFvFm5DzpWxKvd5+FqxfP1IYt4EJN5OjS7BwWdh0Z +CnWZR+53lUjO4+cslJu93uBEzsP2DP/4sDwWfs8NqfU05mLj0NutCwtI/X1+ +Tm434iIw4YR6QTELInenNl0m5+nEWon4V29Z+Nv1h25Iztup14O3xpSxwPnG +ifeYy8X1PdXWKyrI/bRuaz6ry8UTWuJURTULb+wSlSV1uCjuHf0YX8PCyiAp ++jptLsqerXu4ppaF1QkVoqlaXLS4yG2t+0h+jzpVa87mokd/j3XyJxaZn9lP +k1hcjEzXq21sYsFW3PbGiCa5//TzH5tbWCg9HHv7GZMLnU66dUcnC+fuXf51 +XJ0L49xwtRvdLDR8SbwrSmx+7PNvv14W7jqeSEpQ48JO58qD/gEWhlNUhO+o +kvxNzsRlDbFQWLnpEkW8uczDP/gbC+yR9tBmFS52bdNQGxtjQbHaWVyDONLi +8O+ccZL38G1V5Qwujkl21O/5QerXKNIbTpzQZvVg/i8WnO6ccTUmTrl/PW5y +koVAhrfRoDIX1w4J+b+YYmHwccGWLOKsdX5WkdMsKGxoEt5JnKv5RtXyLwtH +5JpkLIgLx7V///vHgt2KmjgJ4v8BqBOkaA== + "]]}}}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + AxesOrigin->{0., 4.905581051046548}, + Frame->True, + FrameLabel->{None, None}, + Method->{}, + PlotRange->{{0., 10.}, {4.905581051046548, 22.564683056341327`}}, + PlotRangeClipping->True, + PlotRangePadding->{{0.2, 0.2}, {0.35318204010589554`, + 0.35318204010589554`}}]], "Output", + CellChangeTimes->{ + 3.532814194723003*^9, {3.532814242291733*^9, 3.532814265679334*^9}, { + 3.532814558103692*^9, 3.532814591328485*^9}, {3.532814769881647*^9, + 3.532814793244091*^9}, 3.532814863450305*^9, 3.532815013362019*^9, { + 3.532815105988823*^9, 3.532815146007161*^9}, 3.53281524954426*^9, + 3.532815334175509*^9, 3.532815501545065*^9, {3.532816064314044*^9, + 3.532816088635428*^9}, 3.532816138304587*^9, 3.532822602580641*^9, + 3.532822664517603*^9, 3.53282760304772*^9, 3.532827682668352*^9, + 3.532827740272399*^9, 3.532832981795433*^9, {3.532877301440702*^9, + 3.532877312665293*^9}, 3.532877375844033*^9, 3.532889984752663*^9, + 3.532904205648501*^9, 3.532904851184289*^9, 3.532914387807757*^9, + 3.535932307161292*^9, 3.53695877452464*^9, 3.536959088755789*^9, + 3.536959264590485*^9, 3.536959298827192*^9, 3.536959390204209*^9, { + 3.536960048796137*^9, 3.536960071883321*^9}, 3.536960517888471*^9, + 3.536960716151445*^9, 3.536960750678051*^9, 3.537030155971631*^9, + 3.537030238677665*^9, {3.6305587927074823`*^9, 3.630558807437377*^9}, + 3.632970294524981*^9, + 3.63302047357015*^9},ExpressionUUID->"411ec05f-5194-4c15-b806-\ +9c898b5ae2e8"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"\<\"BestFitParameters\"\>", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"a", "\[Rule]", "1.2625810147133563`"}], ",", + RowBox[{"b", "\[Rule]", + RowBox[{"-", "1.9063339259766892`"}]}], ",", + RowBox[{"c", "\[Rule]", "2.0027458367349427`"}], ",", + RowBox[{"d", "\[Rule]", "7.237024503713571`"}]}], "}"}]}], ",", + RowBox[{"\<\"ParameterErrors\"\>", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"a", "\[Rule]", "0.04984464639496426`"}], ",", + RowBox[{"b", "\[Rule]", "0.21238401560230794`"}], ",", + RowBox[{"c", "\[Rule]", "0.01933415035745686`"}], ",", + RowBox[{"d", "\[Rule]", "0.28072178406960946`"}]}], "}"}]}], ",", + RowBox[{"\<\"AverageAcceptance\"\>", "\[Rule]", "0.2769356892098679`"}], + ",", + RowBox[{"\<\"CorrelationMatrix\"\>", "\[Rule]", + TagBox[ + RowBox[{"(", "\[NoBreak]", GridBox[{ + {"1.0000000000000226`", "0.14476815987254057`", + "0.21550622295340432`", + RowBox[{"-", "0.8487042375325634`"}]}, + {"0.14476815987254057`", "1.0000000000000064`", + "0.06476953546915715`", + RowBox[{"-", "0.14803801763641633`"}]}, + {"0.21550622295340432`", "0.06476953546915715`", "1.000000000000025`", + RowBox[{"-", "0.12750739471506398`"}]}, + { + RowBox[{"-", "0.8487042375325634`"}], + RowBox[{"-", "0.14803801763641633`"}], + RowBox[{"-", "0.12750739471506398`"}], "1.0000000000000264`"} + }, + GridBoxAlignment->{ + "Columns" -> {{Center}}, "ColumnsIndexed" -> {}, + "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, + GridBoxSpacings->{"Columns" -> { + Offset[0.27999999999999997`], { + Offset[0.7]}, + Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> { + Offset[0.2], { + Offset[0.4]}, + Offset[0.2]}, "RowsIndexed" -> {}}], "\[NoBreak]", ")"}], + Function[BoxForm`e$, + MatrixForm[BoxForm`e$]]]}]}], "}"}]], "Output", + CellChangeTimes->{ + 3.532814194723003*^9, {3.532814242291733*^9, 3.532814265679334*^9}, { + 3.532814558103692*^9, 3.532814591328485*^9}, {3.532814769881647*^9, + 3.532814793244091*^9}, 3.532814863450305*^9, 3.532815013362019*^9, { + 3.532815105988823*^9, 3.532815146007161*^9}, 3.53281524954426*^9, + 3.532815334175509*^9, 3.532815501545065*^9, {3.532816064314044*^9, + 3.532816088635428*^9}, 3.532816138304587*^9, 3.532822602580641*^9, + 3.532822664517603*^9, 3.53282760304772*^9, 3.532827682668352*^9, + 3.532827740272399*^9, 3.532832981795433*^9, {3.532877301440702*^9, + 3.532877312665293*^9}, 3.532877375844033*^9, 3.532889984752663*^9, + 3.532904205648501*^9, 3.532904851184289*^9, 3.532914387807757*^9, + 3.535932307161292*^9, 3.53695877452464*^9, 3.536959088755789*^9, + 3.536959264590485*^9, 3.536959298827192*^9, 3.536959390204209*^9, { + 3.536960048796137*^9, 3.536960071883321*^9}, 3.536960517888471*^9, + 3.536960716151445*^9, 3.536960750678051*^9, 3.537030155971631*^9, + 3.537030238677665*^9, {3.6305587927074823`*^9, 3.630558807437377*^9}, + 3.632970294524981*^9, + 3.633020473597115*^9},ExpressionUUID->"aa25deb7-2900-4764-8ffe-\ +96879a3d4a24"], + +Cell[BoxData[ + GraphicsBox[RasterBox[CompressedData[" +1:eJzsvYmfE8UWP9rvvf/g/QfvH8h/8LttvF6v2zVu1wXjdtVcF5S4E0XRXLe4 +B7dRhIAQFoctIA7bgATBKARkAAMYIIJhCRgkCFGi9jvdZ3KmUtXd6WQ620x9 +P+cz012p7q7qrqpvnapTp/6//0y67j//j6IoE/4vRfl//29F0Y81CQkJCQkJ +CQkJCQkJCQkJCQkJCQkJCYnRoVwqFIrFQr5Q7nRKJCQkJCS6H+V8yq8owXha +soaEhCWM3lWhkC/KeiIx5lEpF4sl9rRSPSgNH5aiXn+qVClXf5GQkOBRyff5 +FCUQz0vWkBjLyIUUxReKxqJBjzc0BNRRyQQUxeOP7twRVwz4o8mKVurzKp5g +OBzwBeNDnU6zhERnoPeuRhiBelegZJTwcCjii6SLWlnShsTYRXEwEExggY95 +lEAip5VSXk+0qJViXiWYyEJ4bqAvkTkc9XqTujpSDCveVMn2nhISYw75Ab17 +FY31BX2eUD90nMr9Ru9qIHcsHjB6Vx7/YL4yBMqGJxjVe1f9xU6nWUKiJaiU +cIa7kI57FCU0mAfW8HkiRa0Y8XjimXwhn4fuVUUrRr0+gyzKfR5F701JSIwn +JMOB/pzRvcr2KUowBzXCo9eI8i44DWXhl0q2LzqwJeILG72rZMgTTslqIjFW +UegP+6Cv5A0nDFpI+7zRslZJ+BVf32CyPwy9qHQJSESJZSE441eURF7ObkiM +L5QKBgVUCvEgdK/CeaMfBfxQSkWUQH9BNzAslsqVdMQXMchiqM/riaQ7nGgJ +iZagnND1a288nddPKlo2EQSaCPUNni2ko+FwCFTtWKo4lAh4vYFgACqMN5SQ +A1QS4xDFoX6vPhTlTWSAF0p9oH1DNyrfryj+wXQyDHUjkk5FvP54BmpS3K8E +B/KdTrKERCtQjChKnz59oWX7w7GhklbJRYJ9hU4nS0Kiq1DJ9uuEEerX9exK +uZLTT/3BvizoF/1698rnDab274j4fb5A0Kf3rsIZ2buSGKPI9Ic8vlA0AiqG +T05zS0iYopQKK96YcZgJB+PQuxoMh5Jy4kJivMJYrqF3oeR0hYSEOcqZkNcb +jESCPsUXlRMWEhISEhJ1USkWi0bvSnavJCQkJCQkJCQkJCQkJCQkJCQkJCQk +JCQkJCQkJCQkJCQkJCQkJMYLSsV2bJkiPoULsT9tEhXhNlyI/Wkjz2H8Rbcr +s3pqS7WnLcwsWleO+MLWKsVCkTG45E7rRhDjS0hIdD+KsYAvEoc/oYx7zFFI +RRVCoL9s8hQuxP60MZTTUZ/hJK2Yjvn8kXgkENTd4GhiiP2pc6RjQX84Fg34 ++1IFs8S3JLP5ZNTrC/fHI/5ArNCWzGYGIvA9I/3GcvlSOugNxOIRX7C/LJ7W +jSDG7x20oZfVgS5WW/pXHehctbFnNU66VfmBgBIYgINiMuQJDrp456FYMDyQ +g4PsYGLjEv4p3HPtT50+slzMZjKZbDbVH/QEYrnivqCiJHTvUcWw4hkowOvP +1YYcsD11+rkqubiihHU/CuWkRwl/LyS+JZnVSlGPJ2G4got5lb5MezJbinh0 +93SQaSPV+uMh1aGBH2tP8/UiiPF7Be73sjrYxWpz/6r9nas296zGSbcqGfKG +knrbURqCohtx1YVMZSDkj2fLpk/hQlbanjpMVTnTpyiecCQc9HsVxRvtn+NV +wobLQWhgFd2xf3GwJmTtMrtTxxsB5PoDXvT/XEl7Fe8nj7Ujs4BBaG+TBSjY +kOvkwcG2ZHbYFTY0dWGPd9C4aEi/fqD2NFUvghi/N9CiXla7u1id6F91onPV +/p7VeOhWlfR2Km2ob8WksV2du8iHvYF0SXwKF/LaK3anDaQqGQkNwnWZKDTj +pTTwfhRV01TYCw0jFzJl9vM2pw2wRiKo+GKFSjmtb5D8WqRdmYU2JmT0TyPJ +fLsyW2WNUsqjeKuphtvNqDkFFrCPIMbvEbSsl9XWLlZH+lcd6Vy1vWc1LrpV +qYg3NKi/mLKrtaBcHbscinqhMohP4ULW2J421JCGA7EMNN96w5Wkj96HH50L +Wb/S7tQxa5Sz+mbivlAkHO4bKlTaltmsvt1mMBYN+iODlTZltlStFMUIlGrj +evjEUMFqT1P1IojxewIt7WW1tYvV/v5VhzpXbe5ZjYtuVTbuQ72vUFUAXUEu +EYnpO6JWBoKKJ5oWn8KF2J829OhKLuFTDA+cuMWe3jTlg7jXHhfy4y670wb2 +5itDhfCEk3jSrsyWDaVbz3FE8SaLbchspZhPB4Zdx5eNVOvXG6neV3uaqxdB +jN8baEUvq0NdrHb3rzrSuWp7z2qcdKuMOab+eMAXGnJz0iXf5/cYJO9P6uOB +4lO4EPvTxpCN+z0R/T2XhmK+QDQeHZnM4kLsTxtBaSAa8AYig0P5tmW2kOrz +B6P9fSFfSJ8va31my5lBYKrqhiP6bF0w3q/P1pXE07oRxPi9gFb0sjrVxWp7 +/6r9nas296zGV7eqVGyJfVe5VGJvKz6FC7E/bToRxVLFLsT+tLFnFXO54Tmz +NmWWMwtsZ2aN62tsGvnTuhHE+N2PVvSyOtbFanv/qt2dq/b2rGS3SkJCwhyt +6GV1vovVti5HmztXnexZjcNulYSEhISExAgUCYm2oNMlXUJCwh1Qdbav12Ps +1y5MUut+7YYkjRnWaCPNSowvdLpoNwBFssZY/HX//pNnzpS7J0m9VSls0Or6 +Msrbwkf/88+/uic9vXLbjqentyqIw1rQhgSM+Ye287lXXzV7cF22zQ/l0LuV +wgadrS91H6r+n4/27zvZzie2Au1/aMez2VsVpLdSK+EQ/7py1rp1P3Q6FSMY +M8WsyzMCrPHVpkOdToVEw+jycsWht1Ir4RAia3y342jk1S87lZ4xU8y6PCPA +Gvv2uqlrSLQHXV6uOPRWajuCr7f8WKn82elUNAZoPT7q+4YNWb16/7W+TzuV +njFTzLo8I5I1ehRdXq449Nz0ffsBNbFU+q3TqWgMV10xi+Y1ENOimyEj7U9J +L5qI2KDLMyJZo0fR5eWKQ2+ltiPoRdaANL/15iY2ZNWqfVLXGD26nAFxXgP+ +plKHO50WCUfoxW5Vb6XWHqdOnWtFdxruCXc2De9I790JIGGvRzayIQNfNMka +W7ceGf0A3ZgpZl2eEfjum5I6a+z87min0yLRALq8XHHordTa4+TJXx024/Pi +Oy6+aLrD26KusXjRLs4S/qYb582KbWs4lW2BOK/RNGu4MugxZopZl2cEPtbe +vYWuZY1p0c3jcwAtlztt3zR1ebni0FuptUeh4JQ1li7d45+wwOFt4Z5nzpTh +72+/VbjwrtU1Lrt0BmdDpbPGNXMavQ9oGfoSgP2SNYYhZuTIkV9MF9Y1BHjJ +0C0Z5U3wPplM97LGlZfHvtxwoNOpGC1A+169en9Dl0AhkazRbYAvMv3jb1vH +GkfzZ0xZw7nC0mZA2pYu2c2GvPP2V01w3IULf8BVx4+fHWV6xkYx08wygp2K +Ud726qtmrx/M1o8nAB790v/Ws4lxwho7dx57eOLyJh43SowN1gAt/rFHVzZ0 +ydhjjd5KsCluvCH+xcq9J06cbRFrFIvnLVjj44bTOmrAc8+e/b1unBmfbGVD +Vg3su+bqhkeoRs8avTjZZ4NuYw3sz7CJccIaX206BNpoE48bJcYtaxw8+PMY +Y41OJ8EFIGvU/TSERlnj9Glz1ujICBU89Ny5C3XjcBzRnOUtssaxY6P18D82 +ipnWAtZY+XkG7tAQa+waOlYuDxfFXmGN73Ycff+9r8cta+BHsYnQWxWkt1Jr +hX9fH1+5ci80bk5ZY8nuhlgDtRjO/rbLWWPigwk2JD53xyUXNzyeJlmDg6g3 +oYldQ1Mb1187h2Yxvkkd/rt3ekOsgVPeeCyyxscffdMEa0DZvuKymPMsIKCr +5jDjn6/I3HzjPJY1AvcuOXny10af2HGsWJ6BDphz1nh2ypo5n263YY1eVMZ7 +K7VWgC/y5hvJQ4eKDpvxO+/odxgTrXl//PE0cgTUbvahnWON+iNU0HqwIQ/e +v0zOa4weprrGTf+OJ5btodNs9hT8hVdndRPosSxbOhzfddYY+GJfo6wBj4bG +rYniISrgLOANEKeIrAHXHjnyS6NPrAvoUMGdt2494uI9H5m04qknh7cphyy8 +FtnonDXgWqiJPaFr1O53aKBSLpVMeoyjT+28+I5F/S6Yf4wG2IBzNcgGixbt +AvXEScwDWX3UK/rOZnwEV0M7xRp1h0SgTYB6yl0lWWP0cMIaOPVp05zCr+Hn +12nGyCoULWQNCGTntU0x/eNvv97yo+u6Rv9nQ7fesqA51rjqillWv8IjyJWi +W6xhOjrEqt7Ll3/vitUfi/+FB8mHW6OsEewN1ijEAr5wLBb0BVOFilbJ+hXl +k+Q8SJU/HAkFo5na9mb0qX1h6jpuQVn7gU0i1ta6ozeAt97Y5LCOYL/x1Zc3 +4CMeuH8Z99DmE90s4KG//MKzxqpV+3744RSdiqzx+GMr28wacCEtD+x0pXAN +VqwBf9Ea0wlrgK6x1NA17rz9M9Jh779v6bToZvun33v34vnzvrNnDZRGWeP6 +a+c4KR75/BmaUtHqVQGWNd6dpve7ONYAFb7uEzmIrMGlQbJGE8j1+5VQEg5K +qbDHOCjm82V9y3KjncknvP5+tjS7whqvNcUaF1/0sVutLtznySe+yBs1yAlr +YBl2cmdQdXXWeOVLLJyhyavYh3YPa0Dg1OfW0qkTXcNJ+pE1oGlqNJHQZsKF +588Pf4vxwBpQC9jey+QnB6C1Mb2JPWt8t+MoDfjDT2wrLbIGpwI3zRo2usaH +H3y9c+cxPL78nzNx7Tl6S8Bngfoz59Pt3FXbt+fhp9mz0ng645OtImuAIm+T +SFO4yBrpbT/dctN8Jw+F7wj3nDlDN0rkWAPCDx0qspG5cYBJD5uwhmiI29kK +AqQRSesjUeWhqOLp48ekKmmfJ8JmcvRzMaNgjekusgaNUNUd89caafBxhIqV +hm4ClcWq6WgOv/+uN+O//srnccLN89llYpddOnPF8hrWuEuYysH0f7/nhM3j +kDXg5o2mE/gC+9tdONlXqejtcKXM9p5KuVy+prY7HtFldQ2WNcLPrzN1Tf/+ +e1/Dr6asgcdwt5WfZ+jmxLyaGWtcd80cKofoG6Eua0Dh2bD+gHPWQANFPB5h +jZMjrAGUoQp+zzZvzkEgcUSnWAOOrRw4ANn94++fOHkoVGFI+dw5O7Ra1li7 +5gdVsBXh1ExT1gDlvatYIxFQfH2pcqXQ51M80XTNb5ViIuRR/HG2dow+tU13 +uV99eYNbLSokAL4O2lDVXcugNZJmKHIsZTQ6G+66PoI2wCJrXOv79LOFQ3TK +scaypXvgqn/+o8ZsBtNm72YEF6o0kQWclOxOXSMzEIH0RPpTem03hnBj2ZND +g/GgzxcZ0KekK7l+5yO6dVkD+rSPPvI5xcdm34o1bvcvtGGNu+9axLEGjiyp +xvwv9ppMezgsoDD83TudWOPPP/8CIjNlDQhZuXKvQ9bgVpUia1BPxpQ1vOrH +wIOmiTQFtMag9U96qGZ9oj1rXHvNHGjb8Xjhgp3XXjMyEMeyxpRnVr/91ia4 +fy5nMmgmsgb7ki+9hK9WPccamThUAiUUiYSjicJI2kv9Qa/R4/MnCzXDrWxq +ofw0MUMxGtYIv+Aaa0y4ZT5+Cyf+aZ2nue/DFFtC0Hj19Oky3mTqs2ttrv3j +jz9dZw1sjUVje1EPem7KGjqFZIspwRD7pX8//3xuNKxBo4VdxRpQHSIeX6pK +B8YQ7nB41KOEB6FBbmBEF7J5w/Vz2UKCs2DEGtCxh1MgBYxvyhr/unIWsgZO +i9MKTY41qIkWWeOWm+azrPHKyxueDq1i0wn1Age+EstqWAPHEk1ZAzgimTxk +yhrQGM6elTZlDdWYCEPWoApuyhrQVkM6bb6TWjvgjI8L3LvkrTc2kXWWc9ZY +1L/rNv9CG9bYNXTMtKgDa1xxGc8acK1pv8uUNdA5mGbwBfQuuo01oO8UVJRw +ssgFD/UFQomhUpmfoWNTi8MR0Jtt6IFdwhrz4jvwWzhZcuU8zQ9NTHD9N3TN +hDeBno/NtVCwXWcNqPum98RizJ6++UaSPQW56G8mrOH712zNGvlqQ8SFrxrY +Z58v0Ia6mDWKUa8vWTv+VMol+6KxvjB0rkJ5CnUwoovvkC0hoPSJrEEDOKas +AYLW4Cikm7CsAaqiyBrUdt104zyRNbZvz09+athkFC68/786c3G6hhPW+OD9 +r/ftPYl3Jtb48IOvMeST6d9yrHHi+Nn43B0qsx2tE9ZQa3V5TTAyJ9ZQGUOL +UbIGakPPTlkDH2j3ruM2rDFzxtbnp64VdQ2RNdiZDo414O3BWyXWUBiIz20r +Stmo3xuIxNN5pmKUhwKYOH+crS4ia4BC3dDTmmeNV75E+8PRAwr2gvk78VuI +M8UixDRH3/5q+sffijGhqDTNGq3QNXCEipoChEhPcPz+e1/T6Ud934gpoRzZ +PI6Gyrnw5MaDUPhtLqzqGsNVvvOVogYCa5TTwBaRZDaXiiqKN4U/ORvRtWEN +LB7IGtCVheOnnhy49+7FImtcdcUsmtdQmbU2LGvgT9AZUI2BIwwkXQPucPRo +iWMN9tuxrAG6Jw5XPvH4Fzt3HrNnDa7832Okn2UNlNDkVVQvgDWgF2fKGu9O +24zjqyxrQHmGG2KHn3u3VIRwNRbJkcO/gIKm1dZlyDKOQVmxBmhkGBlHnpFz +oUbXZQ16rhPW4GqiWnVErAmsYVOuOoIyKN4Fk/azUi5badzY6+BMAuqi6YYR +h02auJBABrSYBpzXcMIa/7nTZGoYyoNm1Gs2R9ipnlwNVI3VW+xDbZ7SCtbY +sOEApocNxClysaxyp5zXLFWYqRGBi+LFLGClY0NuuH4uO7HS5SNUHGuU0hFF +iRoBWb/OGo5GdBEia6BwrIG6xtRn1+JyS1HXCNyzmGUNtEoSWUOtjkdhILEG +dJzytboGHWNMnTXu41mD4hBrwN8DB4YnqaF94wbfWCHDQhTsX9E9cYSKWOPl +lzZgFVOr/VKWNaAdDr8waM8aaEWg6sOzM+FvziARrMiq4SkO4rwe2Xj3fxaJ +rPHdjqMQyOoaj0xaQSkn1lhjzEyJxYUdcIAs4CiiPWvcF1hKlthA1r3CGg7B +KkfYHlKZsYdaHb5rumE0vRD6JPDCHd5heeJ7rD6qYXeKSvRPP9U3ExUfjaUR +DiY+kHjyiS8ef2zYTmOT0NdiWWPCLXbGRaiVuMsamEdO10C6t2ENyJGYEuid +qtWZGisgEYtZ2PjlQXxdVk8k1ugWBXwElWI+HVB8KVbXKA56lIhhepgCpshU +HI3oIhpiDfpVZA1WcKUe9jpons6eNUC2bfuJjp8z1nqjAF9ks6c+nZ0WdQ1T +1ti9+zg+FNo3SLYVa0BracMaWzb/yLIGNbksa0APDdhEq7IGKD5ojQmNPK6s +R9YAQsQBT1aQNeAlU4jGsIZa3c0QWQM1pnnx7/59fZxNJMsaUEeWLtlNv7L7 +gFi9ARvWUKtrNvF40kPLxxhr0DG2h3tsTTHZmNgLcpc1Grrbhx+kcHhWNWYb +v99zAg4OHqzPeuJToBOIo9DAGuyvWOVZAV2NLXiasTreNM3IGv8NLHGYHSfA +8s/pGpgk1vEUl0FoMeD0794aglCHFRDXWIMN6eIRqnJmMOblWEMrJ6OBYDQW +8fuiSWNaw8GILsKqMXns0ZXYG1+4YCeeQjmBYsa2cvbNEbIGjRizPxFrsIH7 +9500b9aMlhP66tD8ahaswSYJukzRt7/CY5xEMJW7mIkYkNhMXf2kcSRT1sCO +ytatR7DEgrCsceklM+4xTKrU6hIhLEIYk2ZwWF3DhjWuu2bOR33fgF6w8vMM +6hp4oembR4cq6OFz+sff4mt3+JlA7r178YrlGaRa+kDQp+WuhVPsD6C9BFuK +uqmC1AebWhzowFYX3rPptHL/Z0PwQTFmK1hjws3znd+N7gB0Pyu27fMVuvtQ ++wUIVo8G7Rh7hg/ev4zVNbZ+e4T97qDYYjH+9psjdBPqonCw0jUcrsM1BVuY +CVQHrTKIw7lNsAa64RJTOyuW5gJVwxCITvEtdesIlTkqpWJJKPI2I7pavfYE +WQP6NqpB9NAqAms8YIxQBSetgMshxOZyHI3ElReizismwIo1QL5YuZfmHeqy +BsjzU9eiM14b4VgDdQ3ctRwER3XglCVK1DVwmQMJEA1QRl3WIKHGH4s0m3i4 +yW23LlSrrEFPBC3DNJskaDsNuphaO7gHd6NJQxtBQwXQbqh6cqyBb0MzZl7g +gFQeq3LV5bBiDThYuHCnGF81hgdxSIRmtVShVYEQbi8501uJF4KWKgbWvYNq +KPU48pnJFJxfyIaw9YhY48sNNboGlFIsxmgigje5nTHMYGHFGm+/tQlIymEe +OeCqQ07XwCV1qjVrcAoUG8f+baOuIZYEUHnsR6hwhywaXemtSmEDNiNXXBaz +b0yQNch4G1rFZ6sDR05Yg0acoLqhjwISWnfJBqKubSrYxVWrrGHVeK5cubdu +C0liyhqbv8qxgcAacz7dfl9geKIf23Ay2UV5eKI+ekNaA6UK585E1rCSO27T +h/su+tvw6eX/HCEXzqZFzDgKuptjWUM15kkdJiBwz2JadGmqa5w8+StyN8U5 +erQklqvuhw1rcE5TEfBRUl//eOQwenyyZA3ozEA0+0ebXoidB4eJZ8vADdfN +fexR3dWSk70vxUfffOM8aPw1gTVIp0Dxqh+fPfu7yvSpNGv9qBWsgRYv3D3r +skawOvfHXsVWIiugyRbLGgsX7IT0i7Ph3K2whJBlQm9VChuwczTUGFoJsgYO +YKrGGAuxBppJ21+OrIGjOmiDRAJFDnq2NBqDwjELK9gZBsnlThNriIKTxQ7F +P2EBe4otM3rcJYFqEjU2kWRl8lMD7CnbvIPMnbODPXXOGmhdRkINuGq0z+xP +Vm+edVJK4pw12IfeeENcZA0SaEbw4MCBn7tv4q8+RNZQjUlefIdifAgHOsBx +QlrspprpGgvmm6gqXBzTC8XAundQjZ4Plk9apwAfjlvoZPMUrjgRa3Da9KPB +z9GsiNU10NIS4+O0HTIXzv6I2XnrzU3PMkvwGsLhw6fFe9YdoXpv2harLNu/ +bfjEai1rwK1A0zHmNfglsaw5Fta1MckadOyQNVh5lpmk1urpGsgX+JfTeYE1 +oFHi4pNGKQrZGv3005k3Xk9aRWuINbipfGSNpbWUtH4wW/c+yBpWjz5x/KzD +9HCswQrNiaCgfZcoo2cNVuADPT91LRuCc+KsQDMilqvuB0tzxBo4BYZGCCyw +8wxtCCq8OPGhVqsAC1AZtmxuRtcwDax7B7Yw7NgxvEgLGrf33t3i8NHcrejX +tWt/4D40GtHhXAZGizJbclNl0Vqja2AfnrsnTj1TII7Esr4aqK8lZhkDoTXD +PgAHZA22AzAtuvmpJwegETP1T8JdCDWuF7tSNhgla+AArFodq7EXjGzKGldc +FsOp20YlsWwPmv6OXtg5BdWCNZIbD47yKWuqflrqyqu1I0s2QuN1TmQ0rIGO +pm0ErQ60HmQNOibWQLFijY/6vsF5Z9a6j9ulWm1E14A+OU5hixakDu+AB0Bn +8Bf0IPy1IdZ44P5l6DOWcoThOBJFGqVaNQ559JHP1arRHY4Gs3fevfu4ZhgG +m2anLmuohuGf6XvIVW1U2ECONcR1ImRhLr4EeoHAR+LjcHpi4YIa1kBdg/rJ +mhk/ImsQE/VWpbBBQ6zhonCs0bSQjtweAZKqGwd1DRzfEMU5aziXRf27nEdm +J98bElzOaS/kmLq3KkgTrAHaLpZh4AWaEbvzjn42pmrMi9k/Gi+EA9wpT9NN +WL+jQFPgqL54h+EEf/0jFlTuV5tHW92KfsWxYnTPizLpYX2OAFlDZazp2Pvs +3qWzBi5jxMWDLKCDUZc1cA90IOgTtXtbmLIGzmvcZszLaGaswXpG5bJMud75 +3dEjR37hdoVAQ8r5875jEw+6Bpry0uVI99Rx0iRrWMg1V3/a6CXuCk1wtEfQ +fmw00grWwCHlbpCxxBrIBeJ0NrLGtdfMwaFRtB9DufP2zyhaLqezQGymuYNi +Al6oVVvCbPYUcZDVJbSSiLuDajRZOIq4ZPFu7lebRxOgwzPxgYRmwRqs4IJ0 +Ur216poO9s6Yd+5WhKnPrn1oYkKzhmpQNl67a+gY+xOyCXfPurrG3Xfp06ag +MYkvQa36SMHqydkSsKzxxGMrb71lwTtvfzXZGKGisWJKADQRdOGpk7rJ7thm +DavusY04GZjqabnxhri7N2wFa7RHyGWojYwl1kCxYo1ZsW3PPL1arTVRY1lj +xw59QxZa4GMFvFCrsgbNFID8+edfprvYo+c32pGZ7qAavThcRLB5c477VQRO +nLEhocmrgHToKloxx3lKV6uTbixrYMqTyUN0+bz4Do1plovF85Tm48fNfXRw +b2b//hHbe/Yn2u+DDSQ7EzzFz3TTjfMoAk2Gck9BwVl7tM+n8T1EjmENHFhD +XWNDLWugsvPhByOer3BMfmzPhne8XRoP0ruswU3Bm8rYYw3yjb9793F0ToXN +EbTPoorHjlDhNl6v2vpA1phKh/3nRYtGBhs//uibRwyDdg7Yz6e1YxiZDrBt +pFV+9KuIqc+tVYUmFHQougr1DgAak7PyouHKDO1VcNNktChbZviIwDirBvax +GbzobzyXWSWM4iDzqsIqvAMH6usaOPPCsgYah1jpGji+hCPeHGugBQvLGvBX +Z431JroG63QXoqmM/2TnlaJSFt14dBHYmf2Ot0vjQURTsbEkwBq9aC5iwxo0 +4PD4Yyv7PkytXr0frfe5RaPQOuEB3Qdncu3d4mlMpcOWUJyiEi/5eoveHnL+ +3PDg2Slr0KfB/n0j23ixq5VZiCv62VupDGuAwsUZe7PWkjhngXoHWvmyr469 +isyYKSSTKVg5ilRrbe/Zn8jDCRuI3qHV2lEyNs5ig5FNPaWrVV0DV8E/yGyM +rlU1I2QNjIw+RTnWQNNfdj9N3GMXfcppjbBGNhHxKEqgL9md1CF1DSkuSu/q +GqLlLQpttIesoRqTvKrgEICE7olTpeif7fDh0+QJnwNdmM2eUo2ZXwqBY+jk +i5fQWif2Du8Yhq8fvP81zvSxrMF5+SPUZQ36FXnKRiAOjtSh6TWlX6ttVXDJ +Dxtob+JF/gZRyIdn/2dDbFJBsaJVIWqtOdMbr4/sr0H+QtlcUwhuQoes8e/r +4/jTrbcs0KqsMS8+whpvvbnpqSdrVmlp1dlw0PVOnTwHKYR+BXqThm5GU12p +Up/X05/rRt6QrCHFReld1qBjjjWgC43hxBq415WVtTPdB9dN4IQvHABxmD6a +LkQlFDUFFCvWYB0jaNbVlv0VFy9w98HFVmJiNDPWsJn0RF0DZzqwlcZwaPO5 +5L3+2vAmiawRL5cGaP/ZhZOskFZCrv61qqkV0YRqGPuhIZlau4/zBsZuU3z/ ++FkxDm4yolZ9ViBrPGU4MKHbWrGGWu1R3HD9XNxj6MiRYWveRitFMRmJJOt7 +hmk/JGtIcVHGHmvQMj1gDbSgQ8NXq/We5FsYR2ywI62asQY0/uyWLrgmgp13 +BpLidgdGoJd+Gj5SBbcGKNDd1aqVGqeVufuEXxhU3dA1cIk3Hk+LbqZjXKvC +xqTVK+Qnh33K8HszvChrZs3RtqrjU9zKjZK6desRljWAxXBjNbV2Lz/Wcy+X +ZbXa1NNSX83wQPLeNP3ziazxjjEbzmWBWAPnLsl9d65Kdg2zRioa7W7WwM3B +pUgZjYw91qDFxWp1DQ63HQknpB3g+guQjV/q9CHaYkHj/9L/1tOFnMcz1WAN +U13jnapPG0qYlaGCVm3lcNKEuw/O1dIpeRLQBNawcj6AwrLGM0+vpuO7/7NI +Exp/SjMK0CK2zGKqxAcdyA67fyenBBgN2IRGqIAKgTXIeYhz1kBd46UX9S/y +nzv7NYZDWU/pqjHrYfqqkTWem7KGno4CJUEsZk4gWUPKOBGuXPUEbFiDzKIo +xN5Andp53FOM1sHhkjcWXH8byYWVN15PmrIGWvyqQgts+i3wwJQ10PMktWm4 +qFw1Yw3OQRwnT4dW0W53jz26ki7HxJsWDzEQ3SHCweC6rGrBGlu/PYKX06QS +RstmTxFrPPnEF8AaNPXzaFB//+iC0p41SH+hCPCh33pDH+DiWEOtXaRDP5Gu +sbrWTlKyhhQpNkLbNDdSQUpxv+IJJ+tHbBnY1LI7SKJgOPqSdSIYH30lvf7a +8O666F4Dgfs1QLf2RWYr3jSzBxnKe+9uMWUNXJetNsIaaIzE3Qd/ohVt6F0f +5K+//lJr88JuGSzKJRdPJ4+mz4RGdI3JzJAOuWUzTTOElEq/4QFtQGnzbpE1 +yEiYZY3Iq18Ca6CzFxLchtJ+XmPF8gz3INXYSUQzYw3ThA2vDX9nM8cah+QI +lRQp1tIUa2jJiFdRvIOdqx+sfcvPP5/jMqUJrsLtBe+DfllZXSNw7xI0Z8JH +hF8YZFkD/QFSfLW6qZaYWvwVGnk85XwscynBwSs0DWLvQPMytDaBXEOIrFF3 +rSt14183Nq9kL8cDXJetOmAN3G1TjMNejtMWuEmuyswgqFXW4JbSfLFyL8Rk +p6LE+3/w/sgc0x23fXbmTHniAwk0FW6UNSgQ7Q2OHz/bnDl6N7MG5kWyhhRX +pIkKArUD4nsjHVM36uoatNzMieBm8eT1AgW3CcB5XpaYAvcMe/fCPcjYzZdx +hJ9bHs4u6MAQm3kWjUaosjUjVGwc3C9MqzbXatXgin2EfX6fm7IGB4JUw78c +Gx+5gEuSeEMIgVZaNdx64FZiVg/Fy3E7UVxVwUXApYvcqihcTf8Fs9uOeOGU +Z1bTMX4FINyHJiYgC+x2HmKScOmKxrhqJ0HXbdu358Vi5gQGa5gvZuksKCN7 +rLdAkiLFoWD3T2u0gpRSXoNoBvKdsU63tyTUqgufnYtWdUNBwz7Q24cGDU1P +a1ijdkviyYxlDrIGt5Z5wfzh2Yf771tqlWA2GXggsga51yDWoEleVtc4ceKs +k90BcEtH1ZjTp565aliO4QE5rDNNs1ZljeXLv8cNi63yhZcjiT/xOG/Zq1b9 +cnOb2qA/XtZ/tXghO6/Bcrfp+zT96biwCQIa3ZEn5EZZo5SOeMOp+vHaDjlC +JcVFaZI1tEo+MzSUHsoV3WMNbqtjCi4Vi8IWCvassXlzrhnWyJ1mQ56oOpnX +alnjvwHLjezZuxGINVQHioBWyxqktqjGBAT+hKPu7NZmrIKwydjk1HnGoZPP +Np6Hqs5pb66und+69QjNy7Dp5FQ8q3xh+ren8/hKxWjIGpwjVlzI/w6znxpc +CPm61mfufJUd9Iu8+qVaL1X4E/oqJLnpxnk4wbF0yW6xmDksxANBRfFFu22p +H2Xkp594xVyKlEalWdZwH+VMnyc4vKxbq2T9ihLLlodiwUAkFvH74pka5qDU +kqNUTrjtqOwFVxb/8MMpNpBdYsAyhRP/n2xScXCGDbfa/wu691q1lcPBdpY1 +liwedpMI6dRqG0Ps9qPgfky0nXFdAfZhLxf3ozH1Gq0xcwcUYvMqgDVu9y+c ++uxaMdrfvdOhzefmoyGmalgCs/d5MTxI1miqmVmU6dNVCztnrcoa5OTz6qtm +rxrYpzL7mzdcKUpDIX8wke420pCsIcVN6R7WgM5+yBPMVk+K+Xw5n1CUoD7E +XBr0KOE8E7Uua9jMOIuCrIE2UTTpsK1qIgU/4cZkzoXNFQ7Rs+H2F+IBOkQi +N3oUohpWqexEsFrLGjhihusBnQgXE10IsnL/fSbbMWjC8I5VvjD9wBp33PbZ +c8w6ERJ84dhck6CCxvkTVo0tbuvmiJ3vsHnbWtU0jhXcP5qMtxuf14j4Y9n6 +8doOyRpS3BWuXHUQqbAvOlSi02Iy7AkZE+7ltFfxpEZ+0WgGn0zuOWEXcdeV +G66fq1VZg4Q2oNds23nO8xL7ShHNsQZaomYyBbrkpRfXs2sMWcG9hEguvWSG +Eyf5KJy1FS11JHk9slG8CniKJnTuMWaQrfKF6ccRKlPWMBXWMg2FW5VjJXfe +/hktY6FUXXGZiXoIP7337hYuEPeBuviij5u3oUp19Ww4uuiUImWUwpWrDqKc +6fMxy0DSEY8nkjYOCxGPL1nLGnjATgSzYrM3vdVLmD0rzYasrBrwaI277mEz +xboc2b37ODCU1VXQG6dnIRnhtCy5/rMSjjX++Y8ZL0x1OkLFdfKBp7gItLKD +FXYfDRTOURX3KrZvz0MHnl2Hbi9i+snXur1cfNF0bkjQ5huxnidRcKW52myl +6H7LW6lrSBm9XHbpjG7ylJ4LekO0A2spFfGEjJkOM12Djkf/EtC8FmdgyRoH +288HDGPRpkeo1q37gR0CEsd/WLnd2AsVj3Hu4x1jc1IHrHEeD/51pZ5OYI0b +rrPkJk421O7szJGIauw2KF4lsob9qwA9DrQAG9aou8EctxJcNSZEuJD7/7uU +UyvwcfeYbYWsVb1jsfvk0my7WMycoJtZAw8ka0hxRbhy1QkUE7GBgj6DWBkM ++WLVie9yNqYoQb0SFvQJDnY/b9d9eGpVBx20onzigwn6iaJxTkXshRxxc+FW +8+ksa6DcJoSYCk2UozSka9AmFyiJZXucXEULIhyWru3p/F22ugY64OWENXLm +8qga+2dxIVdfNZtzC2nz9rSqB/uLLzLRksRi5qgcS9aQMj6EK1cdQbY/SCqP +PzZE4boNVTQeDfjjmRIbvxWswXkjRKdPalMjVCi//vq7aTjod6bhIkfcfZeJ +O0EbQVJriDWc+11h5XvHi8XwG9XVNeoKu4Ib5QEzn4Ti01VrXQMPWF2DS7Zk +DSlSTIUrV92GcqlYEgwZW8Ea6PlcVASafoS49Ni5oLEo61oQpaG1GE6EVCrn +8q8rZ6G/Weel65vU4Qk3z2d9XjUq5EqdTUbdq3DxIC1p5BLGLRIRk90TrMEt +aLJf3+R8aFGKFBvhylVPoHW6Bu0MizLhlvlNP2I0rIHbRtx2K699NGRR7ERu +t1g8Yi/sTq91X6xaVa/qsgZusG4qtMgRtz5UjW376j4dp0tM7XW16n7uojS9 +yq+YjLZoV6ZU1EfKeKA/a7Wgqe76JnTRKUXKKIUrVz0BdvrerZdwx216Q31v +7WgGN9fQUBuLHghHnzD21NSIlBOrzTtMxckKCFG4Tdgdpr8JXYNmhciLb0O5 +Q+G2UKeE3VzbQyCB/kNTJiKVfr8nlhE6+u6gFAsEBnJlnZr6B4umC5ocrG+S +HkWkuCJcueoJuK5r4CIy0VZK3BTVuTTkd9fm67CnTlhDbWRpPE3fOJeGiAbT +j3oB6QtWQk7ARGH3EG9U0EGi1Yt9aCI/RgesIRYze+STMb9H8YUHWsQZBnJh +XyjDjNZyC5rWrqq/volzgCBFShOiMGhheXcbDbGGk7kAXCYsssbLL21w8ghT +ob2wm5YXw4PNOSllXZG7LlZddFPBt7d8+feTnxwwnV9wKGsYlyPk7NehWLHG +tcaaPnGd5sKFO8ViZo8ydP3F6YT6qGQG+vw+ny8QTmZL9aMXBny+GC0j5BY0 +fRKuv75JrvKT4opw5cpVVDKDsYDf5w+EBzNurpl1Xdcg/xjiUuimH0Gryx2K +yG5Ll+xet+6HJh6N3ndHL7fd2sysh/j2OEfoVvLIJN5NIgktsb/0khmNvlhT +zYs+q5jHefHvxGLWCuQGwoFIIpPNJKIBRfHbDG5VPXuW+zxKPDscj1vQtH6w +/vomyRpSXBGuXLmIXCLkC/YlU6lEn+4JdMg97d111sh8P9ylFxcONP0IcWGa +vdA8L0ng3iVo2eVEGl2K6ERsmvGGhPXQayNPWI99vcawObeKv67Yj1DRhikk +mzc3PELVHFKxeHX2oRz1eAetO1YD4XAaWKCSCylKJD3MB9yCpn0O1jfJ/TWk +uCJcuXIF5ZJesIf6E9TfSUdCNpWiUbjOGrSvhOiQtulH0GbZTUvk1S+5VSQ2 +gvvQuSu0eRMrouP0umK1eBDHiEg+/oh38UEmbZ/OHmEKbrvY5nKhWbNGettP +YjFrBTIxr6JEDTYYDAT67OpHIen3GOPIvj52mptb0FR3fZO4bbEUKU0IV65c +QSLoC0Z1rdsTDEd1hD2KN+Vg4NYh3LWhuvLymI1tSdOPEBcvt1S+SR1uz4Ma +mtdAIf9OnLz8Us0rwr02TIVdnYH7QIkeDq3EXtcQ1wBqzPSxa0XWHOV8XueK +QjbroEtVKZVM1HVuQZP9+ibSqaVIGY1w5coVpAf64/39/QlCHPpA+frXOYWN +riG6J3IiJ07w27qx76e5F2vqLZYT025wc+Iia9gPTDlZXseJlfUU6wvd/m1c +x2gluPeuc8HdOjix+qyQBtNi1tOgjGze7FR1lSLFRrhy1RNwZYTq6NGRfYVO +CJuBsu+nRW++iaUHNlLXrtVe7rxjxF8Wux2eKA0542JFJCNue3d230MbGXK8 +Mh3FdOzOag3m2GaNkyd/dbHISRm3wpWrnoArrMHu69oR1nDXKRAuJxeFdgAX +ZdJDy03DnexX2ISIrLHzu5qNem3G9C69ZMRUgNtkvDk5f/6Cafijj4xN1sC8 +SNaQ4oqM+fUaqsXyMbYGZbOWq5++3jLaZRdWsnlzjpY8j15eczAg5lCea8HE +umo2AMWxhrjtlKk61qjlralYrdwfq6yBB9xu71KkNCdcueoJNMoad93BuysH +KZV+c3It50vcRSkWz9vYmjYqNvMa7KSAE2Na+6Ezqw2Y6kpdXeP+//LuBE1H +w7a5YQiUTJqbNKPHSLGY9TTkCJUUd4UrVz0Bzoaq7p4+ZCezurrE+M7bRzbO +UxsxyHFRgDVcvBvnwOSVlzeY3p/dINVKuF0qWiR33tHP2RU7tA1wZYRq45cH +TcORNXpRAbcBZaRQkKwhxQXhylVPgNM1xJ2PrOTu/yzCg8cfq3FCbmqc2Wo5 +ffr8i+6NUK0fzIpfVozmZNmg6f59rgvk/ZmnV7MhDp0i5nL85uYOhX2cla6h +Mlsx9lalsAFlhLZ9lCJlNMKVq54Am9qG1i+TqWdw0gpNaFRNB7JaJ1CFXZzX +2L69xh5p0sMmGVSduQFsz9IPUPc4D8Oi+xRT/qIlmTYy4WYT9XPVqn10bMUa +7727xbSY9TQka0hxV7hy1RNgU2u1JprdsJuEXJ1feXlMa5lxlEM5dqzk4qor +zopVrdmubmQmAvdDtxdkDdctqbjd94ARONIcXMerS6by44/1WUNcZq7WTqMn +N5qPUOEm8mIx62lI1pDirnDlqifAptbK4IdlDdw7AwS3ilaNeVit06xRKPzq +ok0LN7OsWoxQWfWx58VHJgtc8fEuysQHanySz/l0O/tQ1Yw1pkX5jV9BcoeK +dZ9l6s7dIUebFrOeBs3RSNaQ4or04sQfN69h6gvdVNcga6ID2Z81oVH9b2BJ +O9/80aMlJ91mUxENmbj99ax2IbTqY7NbgS/q3zXKrD0dWiWqKpyu8dDERHxu +DWtYmdRyw01OqNbU4ZLD7c5Ni1lPQ+oaUtwVrlz1BNjUTn1urZXvDnETN1oB +Df18jWlUceuHNrNGsXjeRUtIcS9vyuAzodWRV7/0/Wu2akymmF6+YcMBOg4/ +v270hUr0PXX/fTWGtZMeXsFNZMBVN5k5ueJYg13UbyWmrOFwBMy0mPU0JGtI +cVe4ctUTYJWj56fqrPHUkwNOMhubuQ0PONZohZvxugJVGP1fXXxRM76zWLnt +1oW0AwX7ZfEAWCP69lc4p2PVbuzefRwPbr1lwbz4d+roNteAR3OeCVVB1wDZ +u7fAXSV6qge5+iqd7264fi6eHm1W1/huBz+IJwpOePWiAm4DyRpS3BWuXPUE +uBGqSy+ZMfmpgddf21h3BQTZnXKsgWLjfIN7Y+zpUmebR4hSqfyJuoYrDqnE +dlKrZQ3c/dOq3aDI0Gw2ulkeK/AtsOG18nPLCmdDqwkbQCxepI+Vce7rmx6h +Eg0GRIEyYFrMehqSNaS4K1y56gmwqT116hyQxeQnB0Dj+O03c5d0JLRT0i+/ +6E6nA/fWDElddim/L5LVG7M5bejNI2s07Q+QFc7zCdoC4TGyxsGDP6sOWANi +vvfuFrXxXaW4u3FUGH1nM9v4A7MsXbKbM/GFq7g5fdZdLek+Nm7tSUxZY9Gi ++vM177/3tWkx62lI1pDirnDlqmOoVHe5rA0slUy25RBT65A1cGsG1ejn44XN +vTHu1EbHMTXmoQvRgaHVpkUNydq1NXMEA1/so3R+t+Povr0nDxxwxBpqdV2D +6ET3dv/CG28w8ejFyVVXzNIEXWPB/J3cThbh59cdr3UaqQmuvFcsH1n3R6yB +GSERjce4C0mcLA/84H3JGlKk1BGuXHUK5UyfJzg4fFLJ+hXlk+Q8SJU/HAkF +o9yWymJqQ5NXvf7aRiv31yQ09uIua9jc543XRwbquT1eNb0Wl1UHrq6c+NBI +fV2ja2xKHqJUYQpx8MdqeIci333XImxdxdb4jts+Mx1ME82lNIE1Jj28gmWN +Sy+ZsXTpHpE12IfCq+MMw1A4x4PwKcU4prqGE9b48IOxyRrS8laKi9I1E3+5 +kCeYrZ4U8/myVi4WDbbIJ7z+flYREVOrOlu498XKvXjwxx9tYg3gsjtv/wx9 +knMjYHThzBlb7Z/oZLDo3Lnf2dOFC3dqtayxe5c+303txoULf7BrN9gsYPyd +O3mjLGCNW29x5KJKE0aoZsW2sacPT1wOasWff/7FXcUax7IflxXOmZJz1nCy +XmOssgYeSNaQMnq54bq5XLnqIFJhX3TIbJvYStrnibBbZIpM9+yUNdA+a/VY +gNzl0YVNvDStEdYwddLu5EJW+j5MmYZPfmrYcuyxR1f++uvv7E/fpA7DzSEC +uf7et1ffAg+1G7WWNUC/oJRAa4/xTXUNiOnwFXE2VFwzfuL4WTH7mjHWR6tF +rL4Rpy5BB0BMALmpZMXJ6hhkja7pSrkDyRqmgrboUpoQrlx1EOVMny+c5EMr +xUTIo/jj7BiVmNrnpqx58w39WvvM0jAOXdjcGxNfoFVk6JxDv/r6a+fYXEg2 +pVbCrXQgCU1eRcecroGs8dYbm4BP8UG4pJp65nBAhq9sFgbXDSt84ujQg/cv +q2vuNfGBxO3+hZrAGpzmksudFt8b91GsvhE3G84pLKbfCOVAdnhCZNLDlr7L +PvwgZVPMehSUkboTf+NKJGs0J9Sx7I4Kkgt6Q7mR01J/0Gv0+PzJQs1MuZha +aADF5d7LBJtYWpVAFzbx0rRGWEM1RmNwv6FGLyQxdayhMrqGajSeu4aO0dIP +ZI0VyzPz532HDzoksMYvv5TFlKwa2Ienol+RUuk3XDphI+9N2wIqiSayRq3m +sm3bT2L2uY/Cnd54Q/zdafp7qMsa2PKLvhBptc7EBxOqRfpvMyjPqpj1KBrd +j0at9V0mpaXi4iY77ZG+D1NiuWo7ionYgEELlcGQL8bMfA/1BUKJoZJgXGWT +WjZ3mlBHyIWRaXwnsnz59+JTADa1bNJDy7GZMr3QyUNfMbZGtXcniHebPSuN +p4sX7eLeDJoeXbjwB0YA1sCxnYv+VpOSrzYdwtNXX+F3D4dAzkutKPcFlmJM +zpyY20pJ1DXQdz0bSKdXXDac8cnGWs7v95xgdzn/6y+eNYCjtSpLsnL0aCk+ +d8dN/46besRFwXHOusWst9AEa4wHcXGfgtGIW6zB9iFbKvPiO8Ry1X5k+4M0 +kuyPDY38UB4KDIfG2QmPplmDnFGYxnci0CqKT9Gqi5q59WgooGsEDXfudOGU +Z1arDGvU9dD+jsWGF+TZFco/lyMyEiMgYxJrAGVQLx0j4AJ5IBc8Fd3Gao79 +0kPMV2o3Aed8QB07VqLU3nCdPkBHI2maha4BTT26fDl9+jw7WyTqGvn8Gbjq +uLAXPHz9pUt2wzeyWSADGo2TYtZbaII12I3ax6qMhjWen+rajjzc+PPfvU16 +imDHq1sqNHzR5RWEW8xhzxprqjOhmoX5zcsvbWDjNyQf9X2jmbFG9B198AR7 +2pwAa2D5pAtJ9cCQJx7/wv6hH7yvb4ohuj05f/4CHgAjcDkS3wzanRJrQBcd +dQ3QktgLt2z+EU9NdY3F1YVyoo8vlEsuno4xOeWLYw1cZcm+SZyWMs0CrehH +IqMJfRSRNaw+bjZ76tSpc1a+4uEzqWN9lZ/WSIGvq1f2uoyGNUQHPk0Lt6Sr +adZo2/ZAb7+1SSxX3Q971iB36HCKxq6PPTr8XXBVHRe/IXk9oo9g0J6AdDec +esD116LgdIBmMUL12cIh8RJ2g0JuLQYJrU9xwhr79+k2VDSvASHIGpddOpO9 +8NTJc3iKPMglWJwqMhWIGXm1hnQ4D+3iepmHJiasskBaD64BpOkY1ZjX5lhj +xfKM+HHRmwroGjYf/VrDHzL2CuoWs94Caw/msJw3vTt826SuDUldEdexOhdu +qamViL7XROFYo+l8LVm82zS8oX3rSGwcZWi9aWRok2C1qmtAfx5OcaUDdbCh +mV26ZDcXvyGZ9NBy9iq6D07U4poIUf515SyVYQ3cUI8SUHfHVWINtMUiIV3j +eNWQVbNmDWJMioCsAdoBe+GRI7/g6YPVAg/tOV1CfqKsdA326ezAGrsmxfT9 +L+rfxQXS6VtvDK/NBD1IrV3eDr9y8xocawTu0TvMmNP9+0/W/ejAUFpvVgob +cLoG2+exEvjoVhsrt3SDYG4lrChkGSJaOzQqXMfGodx5+2egRztkjSbI18bg +5P7/mttSomgWBZvsUtCzt0Mha0lsu7gHieWq+2Gva6wa2MfmTmVM+k3ji3Ll +5TFxVBzl1Zc3aGas8e/r9ZH2Q4eKV1wWY3XMCbfMh/4wLpTGCy//50zsPFMC +Pvygzq6sC+bvxPjfpA5f6xtxsQisga33uXO/czkSc4q6BhuBm9fA4317h5tW +9L7y1JMDLGtw67JtCrBWa+e5qXZFofj+gd+tskCGYWgqDNoQeyuONWbFttGF +t/sX4gwIFgB7XQMFWQPRW5XCBlxGnOzPnli2h3R2TsQd6kV59JHPrWqW/YXA +GmQQuz1t4m3yk+nDToHQ8ZqNEXVdaY41VGNQ1541aHDDia4BDQJ7unr1fmxM +TF+OzX00i4JN2XS42AqYDqq8zRy9VbnqctizBnlNx5BXmHbeNL4oULat9rOb +PSutVTni5hvn0X0wZJvZkuTgpBVI95rRUIPi8/Zbm9TathoFh9ZR2OUSoGuQ +RsA+gkao2Llvq5ziagVNYA1usOjMmeEZB6zgU55ZTamCQM7ZOLbn5N1LLFcU +QnMTqgVrQBfOKgsU58hh3eaW5jXWrvlBE1iDvTnt4YhxnLAGNEp0eW9VChvw +rFH1kGAja9f+ILIGvHDVunVCwV7N0qV7THerccIa1Mt1whqvv6bvrfPC1GZ2 +hGmONaD/A6xhWtNJbFgjmz3FhWzfnif3azhcbMUa9u61rb4LZXPhgp1OMgi5 +W7hwJy2JFV3PWZWrLoc9a+DcMRo7seGqY9YAfYFtHp95ejUt9MDlDGq1CtB9 +cIRKLBKmbxu1IUoAud5l/XWw/mBZ1gBAUUQHHaBioHd3J6yB6+K5CECOFAH7 +eEAleIrjQs9PXcuyhunuq+JrFF/vq4xJlen7hx4OBeJWIHRKA7O4/v306fNY +rUBh12xZ4/33vsb9AfFBpksLSXAyERiQLu+JSlEpDfvdMU4cefs09RjPbYi5 +bt0PtLyFhFjjvWlbrAo5Tg+BdswuzyejNSesQbvJW7HGo0Fdkdm/X9edcaIN +/W3aC9lvk6CfHxsxnSlA1tBsqZPUc27XY9WssgBrUCCyxoRbzId/7W1r8SZc +pq67Zs7yxLCbO84tttW0O7IG3M1qRMuqXHU57FkDZw1Us9bJNL5pAaN1xNy3 +ZlkDqhXdB81HQW+94fq5otUiGhRR5K3fHmEtl6CbjdGAnubO2YHODHFACeXz +FRn28gd11kjjMbZ1TnJaNwKOwdIpDiBDx8+UNdgpNvY1IvWIr5f1AWX6/tmX +iZsJ0int1YjxT506hzOGt1dX5JkWaQQm2PQNqMa6RTrGYcDuZI1U1EdTLYH+ +LLr3jGXLQ7FgIBKL+H3xTLmS63fo7VP0MIarUFkB1pg5YytnFOqINXyfBu5Z +DHFY1qDhfZE1OEsPYA0ybeIcIKN8ueEAsoZmfEfnrCFKXV3DdDzWCWt8+IG5 +CyDVGWtY3dz0hXB3Ju9DuNt1JlMgrxE4LagyqpCpcKxBi2ppIN2qXHU57FkD ++0hTn1vLhauNsAZa3dDHopjQz6fjJx7/gu6DPXPgminPrIbGn70bfKNHqus1 +ENCfJ1NiCEc9BeQ1w0Dr09n6Sj2awReTvWJ5Bkuaab6sckoQiQbx8ksbcH0c +4lC1vWWTQa8Fau7HH32Dg59sHMjCnXf0i6+XfZ9ias+du0A6jiboGqxRHPw9 +fPg0csGkh1dotroGAAe1uECKzBrxIlVBfIrWTZWiFAsEBnJABsVk/2AR3Xvm +E4oS1MtBadCjhPOOvX2asgY3uo66Bsca+CHgDrgDi6lAYyWyho1Ay8zO/xJr +4FIyMT70ph5hVj/haFtzukajrHHP3YuhUqRSh6nLB32qq66YJc6BEmuIg0Js +ptCfvz1rQLKJczllAYX0OLjqvsBSMjvB/huuXTphpJDMGJA1aCQQuqDsDTnW +oK0zxwBr2NhQYSGEPgkXrtZjDbJQghaM1TXYmOEXBumU7R5jCPDL1GfXPsgM +Zr4wdR18I1zyZpVgWukMHXLNcDnIli6ohjavQsyXVU4JNFTFgWMNbvYc6VIz +ZuRVY94fKgtu8w2BoA1hUUTlmkuMyviAcpJaHOWgU1w5wu6yh1xAPqO4WlkX +NL3OOu9CXQPZvCttqHJhXyjDkEExGfaEjEUu5bRX8aRoaKqet88hYYt5U9aA +xoRjDdAL8A64RzAKt0wAiuu9d/Os4Z+wAPvA4oKm9LafsMLi3B80knVZg3QN +iIxT805YQ1Rz6rIGdc6pWdCM8s8tcSLWQOM0IBfaTaxR1oB6xN5ZNVZpEWsc +O1YSE0lz3JrBGqQGop0MyxrcXC1pHLQ9UHyuviMDzxrVldHEGgoDtwt5C2Gv +ayD5NsEatBeGVl1ZTBazFBPfJ54CrXO3ymZPgY7D2oFD5wEKJxGBiOkff0tq +BbIGzXqwJc0KUB+hU+EkpwR4M6YR1q75AWq6GK7WsgbOa+MxzkLiMRrlQqv7 +66+8QZdqaMqm2TFNLbt2Xqtac7EhuAciKGXcU+wzLqYKjmmQCnQNqOOsytN1 +laIw4PPFiA7SEY8ngm+gEPH4ksgaDrx9wtvD1oxeLBzQuBAUYGzQZsW2oakn +meDu2JGnm9A7XLpkePAfHSNAmymyxm23LvyoT7cbRNYAhlq2dA9arZAzZOhZ +3fTvOFyL/IKs8eQT/AJYjjXwKU5YgzU+VJ2xxu5dx8nulMwkWNaASjF7VppY +A+fd4A1A84v5orl7tsjRMbLGxi8PYiD0Wun10vz+DdfPRdZ4641NWm1Rx0EJ +ImLNYA3aVYFlDUwhqU64ilxjah92JHARNMca585deM0YIoaXjJXFqlx1OexZ +A1deQ3eICzdtUtivQOsCIBz1MvwEXEw6RZ9U7K1oNhzVB465bIDbRSFrILnT +E6H82Fwo5ssqp4QTJ85Oi252mDBNYA3Uc/GYTIIBaDDAXUsVip2mqZtaHOKj +U7qWu/Dw4ZHZbehJYjVxniOMTJSNtnYsuqdSVMczy30eJZ4dJoRSKuIJGZrv +sK7RgLdPzXgJxBqJZXuoVwydVYxArEETW9vTPGvgaOSNN8Qff2wlssbHH31j +wxp4Q9yeGOeaoYSgagnv/9Spc5BTrHSgRECcDUYPhxUoDDgqpRmsAU0uNLYc +a3A7O6OIt0LW0GobAVagSBNrUMah3w4px2OONfBWyBrQ/YD2lm5ODjO1Wtbg +3iedhl8YJvHnp65FNZBjjZdeXI+nUJ3pWmQNDH92yhq1yhoYQmaZImug8g7v +XxVY47ffKmioBiFIi/blqmthzxr4TnCVHxtu1aSIpUWrsgaWRjYaeQlWGUd/ +FAKsAV8Z2nncAyK58aDDHKFLWGQN1EMx/MH7l3HjYKaJd5jT5oA3pKlnlimg +7/HFyr14jLqGeDnuhEVGaE5SywXiziCiSkVLS1SDNbjZEBuQMoinWO9w1T+L +7qkUA+FwGlSJSi6kKJH08FBUORtTlGABjgr6BEeuQW+fLGtAu0f26gxrpIk1 +0C7x/PkL3B2INUDBx56SPWuQEQVEWLN6P6gScAC6zKSHVxBrQ7tHBpDU1NPc +B7DG77//0RBr4AD+plrvBFascdmlM6m7DoWWLFVMv8uDAmukUofh6cAaFAd3 +LuZYA3jnsktnQLLZl8kudEXbP2i3ISaaVnL7B7GsAU3ExAf05o5YA4gGX51D +1iAlAkPQrw56AWJZ4+zZMcsaaKWPG2ez4VBiTS8Rd/2GQKRdbMzpDiAb1luq +Dyqja2DLz5YKe6Ami6xx5kwZSgvd88FqJ98U7727hZ2U11rGGnSKtU+Mxr4r +FvPi+mApjVBdWztNg/0Z+yeS6bh9Cp1nHLthFBkVc5qxInRRpSgk/R5DjfD1 +5Zlg3YYqGo8G/PGMQSWNePtUmdltzbBSVo21RQ2xBjRomsEa0P/HkaXlie/T +hht8ZA0kaGQNCJz67Np/Xx9nN0zUDP88r77y5aGqVxyONa66YhZ0s01ZA7oK +TlgDW37QTLlqjlbrWm35gXuyrIFeCq3qoMgagP8GLFkjWd2XeWjo2HXXzFnD +DAhzrIEr319+aQOxBtxWM2WN42fhS2EnmWMNaNloxJVljZQxNQmBoGDia2dZ +4+DBn9lUAWugNa82pnUNNIbhbKhsQKyB0z34dVBZwOE+ujNWNJtH5w4VoQxD +acRRJnLzVRc47bhz5zEuHLoQ7GJnEVDH28waX1THBzhYsQaaVtJMHNc44xoi +7hKoBeyiP9q8zz6FzjOOQ/cUGS2ysBqy6LJKUSmVymJouVQs8bqFI2+fquAY +WTXMAok1oD2syxrQa9UY1rjW9yk9mWUNaP1wiSVOE095ZjV7n7vvWgTNF506 +Zw2HugYoQaABQWeMYw1cqacJrEGTKV9tOoSsgcNlIpA1IMvYNcJAK9aIvv0V +vbdGWYONhoIuWJE1rHQN7mOlqkvA0IKX/ZVljaNV9USrssaYGaGysaGymXo2 +xc8/n2OLzYSb50MgusjbJbAGTl3Z4Ibr50LdQV2Dxj/rAgfE9u4tcOEGa6Rt +LmwDa5w+XWYnuLHHIkZDdx9iOLoFI3OU2vZMmz/vu3uMAQ0WaN1Bp6J/ew6q +4WwNnYA5yRHeDbsHWlXXIDsHrUttqJqHw4w0yhqgI8ydozePyBqsJ2et+t2x +O0S+tV95ecO70/g5NSesQdXTCWtwy9Kz2VOUQRRID/AX1W701IEDVkATC+bv +JLcPTlhDqx1VhjSTxzOtEdZgx6KRNaAVsmINfBx04aBVh44lxxqqYRvPJlVl +dA1cPMX+yrJGXmCNRYana633WcPqJ9UYgW+o2SSXqk88thLK53PGRg+g2aWr ++80hcM7OvuevGVYfk58cwFLEjZLZABtGKEtcuFpdlWAFsTlVDaMXh89tAtjz +F8OtWANaY7XqDIHM0QlQf+8VWOPxx1aKmbJnjd27j2Nn0kkW1OroLp6iYxYx +Gb1VKWzgkAE51mCX8+MgCcca8MbQ0glZg7sbNIloNA7kQqxhCo41cGE1HiNr +vFZd5lmXNaDeQSeEYw02gyjoqN+UNeB0+fLviTVw4KIh1uBgxRrw9tguqMrM +02kGa4B6pRk2AyJr4L6lBOAOnCtnWUM0B6L+HjrRYn+1Zw26EC3Vtd7sVtmz +BhrQOr8b6RrQxSXWMMWK5RnWu6wpXpi67qX/rcehTvuJbBZWukZdmLIGN27s +LtDlrBhuxRqJZcbq3VqXkvaAks8uFdScsQY3VWcDsT2BWiPuY9VblcIGzeka +FAi6Bg7eWrHGoUNFcl9GaJo14OujrxhAMnkIG09KjP28BkbjfMOyl7OsAdfi +r2gVYMoaoEy1iDW4aBxrfL3lx8C9ui4ssgapTiJcZw0EDeURayB6q4LYswZa +sTq/Gw2A7Nx5DFjjWWvWcAJkDVxW86pgzGmZBoM1cDa8IZiyhvM5nSaAY3di +uBVroDUI9uugc+jkEbjihg1xwhpwwI4M2ADvRuZwVuitSmGDFrFG4J7FtBmo +CBrqHw1riCnENXHf79FrihVrkK7BtXJa9dPTpmBsOO5CpdWyBs551WUN7CWa +xmmONQgia2Qyln1Lh6wBvMDuWakxrAFNh/hyiDXGsA0VWp47vxuaSzV0iQ1U +wxMssoZzGyp0xbZnjzus8fzUFrKGNrJ8oAZWrIE2V7Qe2cn9cUMoNqQuazjk +C/ZudRPTW5XCBs5ZY8H8nZyVILEGtM/sEkj8CdTzurdtlDW+/eaIFRmpwlwt +6LA2rMGNw2vWrAEtKs7jaE2xxoULf7COQFk4ZA3ggt9+M6lWHGvYwyFriOCW +73Eg1uDQWxXEJrWXXTrTysjHCuRv3I2k6QOhL724vlHWQDdNmwzDvIaAXhMb +vaoVwFUVYjiuSEULK25LLCvMnbMD1XOC/QeCR5vWOCtI1jCFang/EwMfmpgg +5y0s0tt+oj28bNAoa9in8KgwfiKyBi6Xhpbw3LkLDllDY3ScFcszDlkDmnpy +v28FU9Zwvsx26dI9zbGGWINsWOP33/8QV7kS0mOdNS7/58w1q/fjzgvO4T5r +GAvHHDaSWnWUjHwSOgd6f230qlbAijWwRuMIFa6WrQvg3P37anQHIAVTBac5 +kBs3+2i9VSlsMBrWwG2P/BOcNlwiOsUa589fEFkDPTmbsgYUUVyy6pw1nMCU +NZz3D6ENaYI1cOyO/cmeNewxZljDKsHwupyvyCa0iDWcT5Gg04xdgt5aF+9O +2zz5qYFGr2oFcB9DMRwNYmnmsRuAI2DcYnMWvWgiYoPRsAaGBy1WyDpBe1jj +39fHyWQRWQO6GbhFsngTU9YgsKyBQzdNmKkQ0KM1xxqggDu8vDnWgJooOuJr +mjWgRR0brGH1E7yuzrIG3gqXAHCrmWyANhhNpPzRRz5nncF2IWjA8OTJXzud +lmHUXTaI6K1KYQPnlremrDFKuMga0Jj//PM5LnBwXfann86wrAFNPY5YirqG +5oA1Pl+RYbfpHD286scsa3zw/tdQ3x1e29AIFU08QefZRdYQ0Yvdqm5mDdA1 +Xn5pA7LGM6HGWKOJ2fDux+LqEqGeQ29VChuMUtcYJVxkDRuwrEEYva7hCjjW +aAgNsQYBV7KwIe6yBqILKkilWCiKI9c1G1xW0QrWaOLTWN3q4oumoytv598I +LffGJGuwntV7C11QKdzBeGCNRyat4LyJauOYNUznNX744VQqdbiJNFihsxWk +ojtn88f640F/MFXUTDe4ZOPbW946t1xir3KrZftfePDVV77cvl3f8vjv3un1 +LzCA65qdWKT0HKy8HXY/JGu4gvawhinGLWuY6hrOh8UcorMVJB3xBhK6+VC2 +z+eL6T7nzTa4HIHrqXWRNZ6bsuaVlzfg7PYzTzsdoRrDkLpGxzFuWQON6rnA +9rOGbgd7z+LmWOPNNxrzdGGThjHGGoXBkCeULBfToGKEU8MOky03uGzBXIwq +7McxSuC8xoRb5rt4zx4F7STbQ+jFyT4bjFvWMEX7WQMfOhrrZVcSMMZYQ9Mq +iaC+f4AnkqSpDfMNLg20Qtdwa14DgUvvbdyqjx/0ImsgOl0pXINkDRZ1WeO3 +3yqnT9tF6EXc7l94+vR5d+/Z2QpSzsaBMaKxqN8fzVVpQ9jgciS+66l9LbJx +lO6nOKAf3clPdsVKis5CskbHIVmDRV3WkHCIzlaQTMzn7dOnM4bC3lByeIRK +3OCS4HpqX39to42r2yaAi4Mka2jGnpiSNTqLLl+vAc999ZUvXX+uzeMka4wS +XTGEW0gF/aF4f5/fF2KtpfgNLqtwnzXc1jXQbdpnC4dcvGePQs6GdxzOdQ3R +Xfzocc/di+1Zo82QrOEWuqCCVIpFk/UaphtctoI13NU1kDXcvWePwsoXbvej +CyqFO+gsa+Ryp4tFl0fURwPJGm6htyqI68rR5f+c6W7LBrWvzXp316IXWaMr +FHD30FnW6Dagw59Op2IsoLcqSPfPa2jV3QrcvWcvYvNX/Nb2vYLeqhQ2oIzY +56gVkxp1Hzo2ntiRh3Y8m71VQVxP7RuvJ92d19Dq7dU4fmDlQb370VuVwgYO +WaPpX7vttt2WnhbdtuPp6a0K4npqr7tmTo+2bBKtQ29VChsoEhKtQaeLdgNQ +nPWd2pCAMf/QTj23GzLbW5VCQkLCBg5ZY4z92oVJat2v3ZAkyRoSEmMGbdC8 +JCQUyRoSEhISEhISEhISEhISEhISEhISEhISEhISEhISEhISEhISEhISEhIS +EhISEhISEhISEhISEhISEhISEhISEhISEhISEhISEhISEhISEhISEhISEhIS +EhISEhISEhISEhISEhISEhISEhISEhISEhISEhISEhISEhISEhISEhISEhIS +EhISEhISEhISEhISEhISEhISEhISEhISEhISEhISEhISEhISEhISEhISEl2A +cqlQKBYL+UK50ymRkJCQkOh+lPMpv6IE42nJGhISHKBLVdC7VKVOJ0RCoo2o +lIvFEntaqR6Uhg9LUa8/VaqUq79ISEgg8qk+RVHi6XynEyIh0R7kQoriC0Vj +0aDHGxoC6qhkAori8Ud37ogrBvzRZEUr9XkVTzAcDviC8aFOp1lCoo2o7VNR +l2qkT1VO+7x9ReYXCYmxjOJgIJjAwh7zKIFETiulvJ5oUSvFvEowkYXw3EBf +InM46vUm9apTDCvelNTFJcYF+D5VOduv96Mig8eGmD4VsIaiBCKRgNcXHyp2 +Os0SEi1GpYQz3IV03KMoocE8sIbPEylqxYjHE8/kC/k8dLQqWjHq9RlkUe7z +KJG0rBoS4wBCn6qUinjDKY3rU20bhCqjV47SIFQO2aWSGAco9Iehr6R4wwmD +FkDdjpa1SsKv+PoGk/1hRfGkS0AiSiwLwRm/oiTyUhWXGAcQ+lSlNLJGbZ8K +OlreqFF3hrxSE5cY+ygnAjpj4FxeuaJlE0GgiVDf4NlCOhoOhwK+YCxVHEoE +vN5AMAB1xxtKyGohMW5Q06cqD0W9kbTG9akOJ71KIFPRypk4cIucFJcY6yhG +FKVPV7W1bH84NlTSKrlIsK/Q6WRJSHQBuD5VORH0KB6gi2yF6VMNJSJerz8Y +0MkllMh0Os0SEi1Hpj/k8YWiEVAxfFK5lpBgwPepKvmBUDTV6VRJSHQehmlh +Bf7L6QoJCRayTyUhISEh0RBkn0pCQkJCQkJCQkJCQkJCQkJCQkJCQkJCQkJC +QkJCQkJCQkJCQkJiPKNULLZhayHxKVyI/WmTqAi34ULsTxt5Tom5rk2Z1VNb +qj1tYWYrhqEl4/y6UiwUGdtL7rRuBDG+hIRE96MYC/gicfgTyrjHHIVUVCEE ++ssmT+FC7E8bQzkd9emOcbRiOubzR+KRQDA+7NOAC7E/dY50LOgPx6IBf1+q +YJb4lmQ2n4x6feH+eMQfiBXaktnMQAS+Z6TfWNpVSge9gVg84gv2l8XTuhHE ++F2P1neuOkC7beneVNrZtxl+Yrv6M+OwK5UfCCiBATgoJkOe4KCLdx6KBcMD +OTjIDiY2LuGfwj3X/tTpI8vFbCaTyWZT/UFPIJYr7gsqSkL3HlUMK56BAnyK +XG3IAdtTp5+ukosrSlj3k15OepTw90LiW5JZrRT1eBKGV7iYV+nLtCezpYjH +l9JrcMVItf54SHVo4Mfa03y9CGL8Lof7natU1Md0rLJtpF1jD0rz7koLujfF +4XS2rW9TKST9Hn+sPx70B1PFlvdnxmFXKhnyhpJ621EaAu0g4uoWEZWBkD+e +LZs+hQtZaXvqMFXlTJ+ieMKRcNDvVRRvtH+OVwkbLgehgVXCUICKgzUha5fZ +naacvoxcf8Dw+Qk5TnsV7yePtSOzgEFob5MFqFaQ6+TBwbZkVt9SxNiIqhD2 +eAeNi4b06wdqT1P1Iojxuxqt6VyVYoHAQK6s37V/TX/rabeYH+5VhTyeWCp7 +sB3dm0q/Twkl9S+dCkNx3dmGvk064g0Y3alsn88X2936/sx460qV9HYqbSiP +xaSxXZ27yIe9gXRJfAoX8tordqcNpCoZCQ3CdRnddXMpDX2AKCrGqbAXGkYu +ZMrs521OG2CNRFDxxQqVcroPeo+vRdqVWagWIaOnGknm25XZKmuUUh7FW001 +3G5GzSmwgH0EMX53o2Wdq1wY+u16W1hoPe2WQSdVAqFwOKh3qgLRBU+0vntT +yQYUX7qM6fR6XulrQ9+mYHSnysW0X4FL9rf+xY67rlQq4g0N6p+l7Gp1KFcn +hqGogL4hPoULWWN72lBDGg7EMtB86w1XkopcHxY5LmT9SrtTx6xRzuobX/pC +kXC4b6hQaVtms9A9VYKxaNAfGay0KbOlagUpRqCEG9fDJ4bqXXuaqhdBjN/N +aGXnqjAAHeIiR7Itol1oTyNJ+N/n9aUrbenLVbKgLPSlCpVCSu9RxcNt6dtU +dOftoIFHkpV2vNhx15XKxn2odRaq6qcryCUiMX1H1MpAUPFE0+JTuBD704Ye +XckloHz6ounhLfb0pikfxL32uJAfd9mdNrA3Xxm0DU84iSftymzZmM7QcxxR +vMliGzJbKebTgWE3p2Uj1fr1Rqr31Z7m6kUQ43c1WtG5Kg/Pn+rbB8ezx9pD +u7lEOJrMxHx+aOXa0r3RiwFUx0gkHE0MtadvY/TiPNFY1O+P5irF1r/YcdiV +Mma4+uMBX2jIzQmYfJ/fgzvPJ/XRSPEpXIj9aWPIxv2eiP7OS0MxXyAaj45M +pXEh9qeNoDQQDXgDkcGhfNsyW0j1+YPR/r6QL6TPnbU+s+XMIDBV1Tm2PnMX +jPfrM3cl8bRuBDF+F6MVnauBcFjvWFZyIb0PX2gX7VYG9G349I/Ynu4N9OIU +vVeDJ+3oyAEpeo3u1FDYG0oebfGLHb9dqVKxJbZe5VKJva34FC7E/rTpRBRL +FbsQ+9PGnlXM5YZn7NqUWc4osZ2ZNa6vsajkT+tGEON3LVrQudJNfYyOla9P +n/hsG+3qDTVu5N2m7k0pOxDw+iLxwVypLR25QiroD8X7+/xo69XaFzt+u1IS +EhJ10YLOVaXELg3tBO22rS9XzOcKOCjXjr5NpViTzna+2PHTlZKQkJCQkKgD +RUKiLeh0SZeQkHAHVJ3t6/UY+7ULk9S6X7shSb3OGm1kV4lxhE6X6yZBibfP +Qmd/3b49/+eff7l4527OrOu/djZJvV5BEKOvJt32ccdAeqBNqFT+7MWM9Hql +oJR3KgtOnqv+n4/KZTcnIbs5s2Pjodxze7eCIDpbTdr/0J544nvTtkx+clQm +0J3NZu9Wip5IueusIdFm9EQxs0Gvp39M4t1pm0fJGp1FVxUqwW2vHboq5VaQ +rNHr6IliZoNeT/+YxLTo5qcka7iEGre9laxfUWLZslbKRHyK4o+kcjWWwF2V +citI1uh19EQxs0FPj0KPVfgnLICWodOpaAZdOa9Bbnt1FPN5PCylIsPevBl0 +WcrNIVmj19ETxcwGvZ7+MQloFnqUNRBdVqjIbW8NSumI6ESxK1mPB5SN8+cv +tPopu3cf7+lC2J3oiQJWF72e/jGJB+9f1tMVtssKVWOs0aZEjQLtYY1s9lRP +F8JuRk8UMxu4mP5rrv704oumu3W38YwHJGu4iZIpa5TT0d5ljZtunDfKmxw6 +VMfHsmSNJnDmTPno0fo+c3qimNnARXXptcjG56eudeVW4xz337e0Ryts9yng +rNteJrRcTMcD3kjLWQNqxCOTVozmDnf/Z9ElF9d0xqBszJ7Fz8g0CrjJhQt/ +2EToCdbothROemi5kyR1UwWph0qpWOLdubqYfskabkHOa7iHWre9VVQKmVjQ +64u2nDUm3Dz/Wt+no7lD9J3NT4dWsSFQNuZ8ut35HSC+qFlA4O+/9zZr/PXX +X92Wwice/6IXWSMV9VF/L9CfJVPDYjrm80di0WCgL8WaX0jW6ELcF+hVXQPR +bZXCOVxPuVUH4MSJsy/9b/2uoWN172DKGldeHmsoDXv3FsTAXmeNP/+UrOEW +SrFAYCBX1nfa7Nc3ajZMDYE7PIPGJgcR2kXIgIvpj7z6ZYtY49FHPocq1oo7 +dyekrtEpuDu8duHCH1afctGiXRD+5BNf1L2JeAc4veH6uc6TAfH37T0pBtqz +xp49J9pcCM+cKUNNdx6fWGPr1iPLlu5pWboaQF3W6IYh3HJ2IBgIhoYRDEYG +DEU8F/aFMoxGUcn1Kx7colrfkjWaHlHXXcwFsMbU51rCGs9NWfPWm5tacefu +xDtvf/Xg/cs6nYqGoTDodFqahLspP3XynBVrLFm8G8Lnz/uu7k0C9yxm5zWg +aW20UwGRt357RAz87Te7RR9QndvMGseOlRp6IrHGzBlbH5qYcHLJnE+3P/P0 +6ibT5wDAej2ga5RBk2BQqGoRhQGfL0Yqhc4aij9VKBfSfYriTTOTG+7qGi1k +jTfGEWvc5l8odY2OwCblULzz+TMN3e3kyV/tdQ1iDTieFdtmepNrfZ+yd0hv ++wlOb/cvdJiGpUt0etq/30TX6DbW2Pnd0Yae+Mcff2L82MxtEx90xBoff/QN +Z5xw2aUzH564vKF02gBr7tVXzbaP1m0VpLpoVNcp4tkqPRgbWCu+UCQcTgzV +jHC6mP5LL5nRomL27Dhjjbff2nT/fUs7nYrm0W2VwjlsUg5le1PyEPw9fPi0 +w7sVCnVYY8H8nXh63TVz1qzeb3qT6DubQ5NH5jWQNZxXtOXLv7diDftFH+1n +jdyhYkNPrFT+JF2jadaoO0742cKhRf27HCYJP03dWaduqyAD4bA+/lTJhRQl +woxE5RJBxRMRTbRdTP+rr7RqXmPqs2vHFWu88/ZXkjU6AnvWgNYD/n695UeH +d7NhjcVNscZff/2VWLYHLnRuzfvlhgMQH5o+Lrwu9bwW2chF+GrTofsCLSyW +3xszKd9+c+Saq2uszo4fP2vasOzdW4D4p0+bD9lB+KlT57jA6R9/2yhrvPS/ +9a+8vMFhFm43dA2WNeD0ux1HuWhdV0EKSb/HGFn29eVrf8kORL3eQHxwiDVC +dHEU+rJLW6VrwG2vumJWK+5sinPnfu/sANFbb266/789yRpjeF4DisTyhN5v +T6UOO7zbieNnrRrn/s+GkDVuunHeb79V7FkDWiEcQ6Dp9bvu6HeYhrVrfoD4 +GzYcELNz2612w1yiroH6kcPnNoFDhq4BpPyPv39Cgbg4xfS59qzx3rsm2w18 +1PcNNx5VlzWAKCfcPN9hFu647TORNUBF5aJ1ZQWplIR1GVWU87k8xxpuPfXV +lzeAUuDW3Vi0dIRq4YKdXJH79VedNf74488WPbEu9BGq7mYN6P5BE2r1a1dW +CkewoTwoEps358QpbOiBrx/Mml6C07tYuriWDdUWYA34e+7cBXvWgDgHDvwM +l0D9wvs4rw7vv/e1MWmirwqEBvaN15OUHSvW8E9Y8N60LSJrQKBz1oCYxeJ5 +h5ERBw/+jLlD7sBnXXLx9FWr9pk+d+fOYzasYRr4dGiVaJBmzxpABM67rOII +FZwmGdbo9W4VwsX0t85edMozq1vHGlBboc6yIaXSb5CRSqVjrAG6RkuHAkaD +pUv37Pzu6JbNNR1CDr1bKex1jZf+t14coXo9sjH8/DrTS4g1dg0do9qBpcv3 +r9nEGmfOlJ2wxqzYNnRQ1lBF6/swBZGnf/wtHB8+fBovBJozZQ0InHDLfHqE +2MA2xBqnT5uzBnQ5TI3HkDXuvF3vrg+uyxLbXnzRdPG5H3/0zT//MYMmm5pj +DXGSCL4F0ETd+1gBI1/0t4/YkGRv6BoNwIr4npuyxokxOQv29UI3I5PhFxY1 +jWeebiFrQPHjSsX58xdc1DXOnv2dnc10AshsB1njwoU/aBAGOnLcFtWBe5fE +5+4A1uDcXCB6vStlzxqfLdSHlVJfN8waKDhcD+UBjic+mIC/qOeCrgEN4KqB +faY3QdbYt/fktOhmHDZHsdH1WIByAZFXrtyrMazxrytnwcEN1/GLPqCiRd/+ +Cn6CLkETrAGESLmwYY3t2/Om98F5DTRD2rEjT6xx6y0mGwcADyKb7N51nBI2 +59PtZBgGIY89uhL+zp2zg67iWANTwoacOKEPKgLVcrl2sh5TG0+sYRrehOLA +XvLFyr3/vj7u/Fp7W9OWssa8+A5T1nBL18Ap0YYuefON5H8DS1x5ehM4bozG +47FY5iHkf+FB7CRb3aF3K4U9a7z37hZVGKa2qSnEGjfdOA/+Qo1AlQGO4fuy +rGFzE2QNaLX8ExZcfdVsYg2H69rmxb+DyNA10gTWEJ+IrPHQxMSMT7ZasQb0 +xq2etX/fSbbkWI1QoVmXGI42VCJrALuZsgamB4fgQO7+zyL4e+rkOUoAssYn +07+lq+rqGsgaoAnSTeDbXXbpTIdVWNTRJGvY47XIxiceW4nHjbIGfPonHrdU +bWxGqCCRgXsWN5RODjhWzIZAH8lF1oCuaRP8a9qTbw9woIBSwumMWDC+2nTo +717LFPZupbBnjY/6dLWUG6GyqikQiA0+Jzg29dSTA/D3ww++NlhD1z6guTZ9 +Lt5k6nNrJ9wyvy5rAOO/Wmvwg5FvNnzkwqekpljVR34+5i53whpbt/ILBgkc +a9xyk/kk8ob1BzAaqGmsQy0seMgaz01ZQ0k1bbShQcD0EH1cf+0ckTWuumIW +awkAWn+NrpE21zXYXIhEYAPJGo22dXfftahpXQMn2qAtMv31mZAdazhZYGsD +7KKwITi/Zu8R1DlwDLmhS5p4+S7iRK2uwTnKw7RBf9vGK37vVgp71sDRno1f +HuTCrVgDp3E5ufLyGPy95+7F8JcaZ5DJT5nv+YuskUod5u6TWLbn0KEi55cb +0mba1AcNc1NyLWXVEo6SNaCosCXHql+xbt0PGO3OO/pfDA9SOMsakGBKKs5f +QBPBFjnKwksvrseD666pzxpcplDrYUOOHPmlFawBfyHXFNi7FQRhNQrdRMPF +XrJy5d6GXOXcbKjw/2OKkMPEQPjaNT+Y/uQQWEHYENQ13GKNJvz5dJY1uBEq +HNwgYNqSBmuoxhgL++sYmNew6Ud9+IE+s5zc6JQ1bAQUZPg76eEVFGJV+G1Y +A9tYtqCyrLHy8wxZ6vonLNCqrJHPn7FhjXfe/urhicubYw12wsKGNdau/YEY +gXU8xbIGrRahpELn8N67R0YVRtjW0NpUQ3WCvydP/koRcISKLcATbp7PZgpX +zbAhP/542kXWKBbPI9/h99J6v4IgRqNrQPEL3LtErapgrOuDRlkDXuw//v5J ++IWGWePSS2ZAIXT+ICc3xxB7327OcajBFa8aU/YOHPiZDQf1mZubHiXOnbvw +eHVQkcAu0VWN/rCYNmSNG66bi9OsHHq3UtjrGsgaaMXKhjfBGmjYz8q06Ga6 +itU77FmDsy9iWUM1ZhYw8uX/nEmzJzgRj7Jw4cj8FA7yv2PMhiOpNcoakAVT +1iiXKyy1hZ9fxzLCs1PWYDiUdkqYc9bAUT4SljUeuH+ZrmusH9E1ONZ4681N +XDa31c50sHdmHajiF7nxhjjnZIYi//Zb5YrLYr/8UsavqdZaL3RbBbHylI6/ +pqN+dsG45ow1oD/AdTgRi6pMvXOnbmBwzdXNs8azxjCmFWuAUn/rLQtMf2od +a9h76bG520d9Ne/qewtdY/1g1mpCk8oe5ycBQo426AqJvRa0by4QR3H5wFpd +o/+zmmXFw6yx8SC2V6ZZ67ZK4Rz2rIGl9PXXNmIILrhujjVwXJQVXEmBI1cs +lSNrfL4iw8V/d9rIpAlFZhfisayhJ9toh0Fo0QfIls0/Qg3C+KtX79fr4PPr +Jj7Q2AgVlSK8w19//aXVssadd/SzFQpzhCsy1CpFArOwucOWlsgLqxXtVEIu +HEGo5UcpFH5lUwtNh80IFXZ62ZC0NWuozCpvtWobbPqK1KqFA+pBqGt0M2uY +eko/XcxnMplsNtMf9AZiyaID74WQTXK7asUaVPIHvtDN7a41xhXxJ9CObeY1 +SqXfuLnme+826dsQoMOAKrYIkTVADW/I6Fd8LujpTbPG1VfNhuLEhkBJM81X +9O2vrNxvsgWVC7dnjcOHT1tN4qtmmyxgX4gL5FgDesVnz/7OVUZiDdPtgbqv +UjiFExuqSQ8tpxB2HZ8Yv1HRqqzB3hDbWHS8wArb+GtGjXvi8S9Y2zaswuJT +ngmtZlmD1t2sGtiHDR1cVZc1cOoZw/ElQDsJlZR9Os22I2tAYcPTD97XtQPc +sJJYg0vkf+7UL2G5lZ3IprZdrZ0bapQ1xFpGc+umH3Goan8Lx9jcWbEGpv+F +qbpW9cRjK7uKNRx6Ss/EvKB5RCJhP/z3BgayI7RhNc7GvhBgDa7/jHjceBuq +YSanGSRC5kxQhm10DfFtAy+o1dFXEfDpnbPG6w42h3rrjU3ffnPEKjFqI7oG +1DXWuZnIGj/9dMaSNUIus4ZqjFrj8Rcr97JLAOCnA9nh8S500w0HdxnVmSMa +HNqlq6B1+nR2miyBMVUbvzyIw8is5Y/CwCaR3QyrlNMyPRBcSoPDKVOfG266 +RbIeDWuw1k047HPJxdPtWQP1INarj2o4HqnLGmp1DSBaJSFrWBU/Yo2771p0 ++T9nYjiyBrmFJ12DigcaHpPJLv6Etsf0FOevCEAz4Kqh+rERmmYNtVY1M/2I +LGtwMaFGkFmXyix4AcFNN7qHNRx6Ste0fDQYhdNM1BdJ15hbOxyhMmUNei2g +PnOXLFu6x6uOlPyjR0usCy+rAvmvK81X7ovx2Z9mzqgZeIdiX9f1H3AQjQ6J +N0dTGYeswakMWGDYCJnvzUeonLAGjR5QeF3W+H7PCTyGmkVGmLgemSwA4QCr +vGrW4uFsOHThUAGETz8rpjsCQutNtbaDZ/rJxh5r/PDDKa6hgFLHNt1kwwlv +Dy9x2AxytyVdY/fu43gfrlUk4VgDC61Ni0eCgz9qtVVXq8sT5s/TV3ZA9XnA +njW+HWaNyy6tzxpYy/CYfAUjK7EzO2Jq0dLM9BVpVTcpKDg1Q5Kr7nVL93HC +Gpgkck5i9Q5ffeVLMRxDcM7LVJDKu4g1BJh7Sted4CaC0WS6zx9O1Ti+dcIa +qoWrFnotoDByl3DLORct2nXn7Z9xF2rGaiNcdGlaSk0TI/7EKTU2kUERwNlk +G9Y4XvU4Z+NHuu/DFNkOQUcCahD7dG4luOncAca0cu8slkkKP3jwZ9NLKML/ +3963+EdRZG3nL+I/+N7e7K639d03q7IoGFbUNYqrEt31kvW2xmsAdzeuF1bU +qBAgRgk3jQgRiaIRjEiEDZcgUQzKxaBRjBq1vzP9ZE7OnKqu6enpyfRk5/zO +DyZ9qa6urqqnzqlzIdGGf7OPKhbGLF7B0czPBltTqAEbG7rmumsz26a33tKN +/VM446BWUFB4IakE0jYoolOYoGSihpoZsA3t5Vp+FsryrluzkffCUEMyjIXc +M56VaV3hZVFDLpWZZahGLwQ1MGQYNeZf2oEoW17WcAi/2bQD63BsTIe1Jyxv +rU0kUc/Lekoyx5M1wHlRA0p7xL9SV2IV4eCurvTaUIVFSvczwdKbqbat/S7U ++OUvlsvlAQ56wQoESl0/GxLBF036XoAaF/++nfcy4MTExYahhpedytQnUOQ+ +JUvOezFmSEKNrixqXH/denk9zG49J2qQjND6zx3Wx3m5vqi+EzXCtvhhjWa+ +CP358qZBdTHh4DfffM8XSNTgiDqHhzKowYu93u0f0fqHftD38gzUgMk6owYr +YVBb/IaPrRdIQ2YJaRsU0Sms5tRL1UQBNTtrexJHDf70rAd2MKHGous3uGc8 +K7Nynr7gyhW78Xvh1V18gfS99QRqSINJOPcxatB4ZDuZVe0f8I1rX9qL67FH +LGUNZMrIqZgYAqpNEA2MWckapqwnjcPN0SqZYxR7gZQEV3rJQI3h4dOqSn7W +gN/BUo+dugESHimdBJD2upoWQ9aQr0Drdmxtq+5H+E49AbMQBxLnBoGfnbzl +NoEap07pPJhyjMAuTn0CRdZT77z9MaJAs37VcTGfMlEDWyp8DedEcKAGzZms +zzdfjdZsbc9M5WVzoIb7fc0LrLeobQh2z5cXAzVobsGfhBrnnPU0X0PyKTUm +JzWA1T2jBn13Bg6+hQ1y1FBN51IqOsmav/LyfvbMgqeD/ChqTkAaCy8wBMUt +7jkkbEo0P32UG2OjBn9HjgHoBfGyzGrMvXhSNABqyFPQUHHiQpolGDX+9ciU +OfG8uZOu4srqiRgeHOqNwpqoUNTA7EQSNKxcvHDUkLIGCdHwYZdsRQ0vSHqV +FzUW3TCV1yOVA8QRKV2Tqj8tPhVqQCV+xYLOu+/cgu/OqIHYCF6uHIpyaCbn +37xO46fIMQIRWHVREIm06APmKT+7L+AZ2jMvJBkH4p+bqKFCYFEHwONo7STd +OSURavwzHDXUkbA4VNaXAvEI9QpHDetvoAb/aaLGjreGccTPOswS8EHZS/Mh +ppGbGjfxLcrdgNUCoFQOikgka37P3VtpUiXseL1nSGmo7m3uUXMCowa7Wrjn +kLApUf0ZsRyaY6W5UfQbGTXgrx1WK1maiRrQUDFqSJaogUUL4mIpxvIvYhPd +l9v4NPzlnzQcVIUhLsEAHszBCVXhEjW8YEGrLqB1FN01MPCZOk4CPm9IhfE/ +/j4V3aJyBwhI1X/2hStfCfy2+BvB5wuMiYU1VLwmwfpKdiR8Svw+sP+kPOXn +ooaXO1hkZRoXbYTFr3nKF6iBvXiz8K61e+E5BYKPNryN5l/awfsa7Stzohdy +IBqoTy+6ICeIOj9CxjczX83LhxrstGsWjhe3Noj1Fg5J50dGDU5zg4OEGrTU +5MhX1AE8gRq0iOWNV76FzSbBaUaNiYnMTt/EeCTbBlnzv929Zcni7SRnPby0 +V6GGufUJs1V0G1qfWPcI8rIfFzXMciLeyE43eUu7+Pft+PNdsczDqaOfZFSa +PHC8wN8EPyRqwGqFxp35CMSdjtFExL85t83sil98cUbdJVFjcct2axPBcIXZ +lIlQFPuPMxOOwHXRwTKObqoGSAxS9ae3ozHih6CGF7KvYW6FIHQMfkudMDTw +sgPIFawXMkmap/wANaBdZ9TwgqA09GgSH/xgzxreUiQcffTRFxAigBpeNmy1 +b6KG0G1an+sjLtbDb6pK8p8YMlMFBqOJfbpJkqWFOgfAsTo2Sm2DLN9aHxM1 +qG4c5g7HWcGCP7e/kZE18OL4KLIR4B7LqGEds1DrSZaOG4kPionx6NKzpsHu +FqpPS2dfZpMPTq/vbp1yha1pHBJ4ImtOWEmoAexQqGHyU8t38m85fxbE/rSj +RsTS4H6FP+H1yadI7KKzXrDI51sQe9DLRQ0am74ITh67MkrWkN6OXhY1lODj +Z00ZwS0PWUyhvEBkkH8iWKVkyBomahw+/MWtt3R7tgozP/boO9ZuVomktNBe +1keVWxsBMX5VO+UIDJ2VL9p8/bp9C/7wwry5q9GqvvD4o3Us0qyACXFwIwww +uEzV4dURdQqkUAM1xCoaF9PkSWK7H2RbO/fsp/fuzcThZ9QAsvhZQ3cu1uwS +ZqO5UQMOPnwEMMTZOmh2pYW67Plm+dbBguNmIntTQ4X9CHmjQo03th2mBuFQ +DGfO/ABDHZx9Nwhe4UYNk/d+mLEULcG+xmhnU13NrLrWbnu+vAg01jKrri8L +OqMjI/RzbKCtvrmb4GJsqKd7cMpoJAc17pqUNZa0bFe74Sass9UQ4TVvjRXK +flpRQ/5JnedIdiVJp2h0wzDbCqywJ8RvhKaRDnrMMLmMwsqF3Asiscg/YTFl +rnX3CVmDxWpV1J4PjuWtAM1+7xmv8ELHAHxSonwXf0aghvxz9kUrN27ITMKI +wO8ba4NFN2yErEGLZz5I8jgW2GxKyq3EJknc5nx2fjbFjB+OGlAQqVMgQg3Y +sUDyxRS3a+dRVSb9eLM3gxpwaKIK0FJwzux23tdQMW/NhaLZaDIGr1ltqLam +Cvw8R9Z4/rl+Qg3Z1c3yVT41r0DUQD4CeSNPejSmWEXAexM0EtF6uPiahi60 +qkQf80spfvXVA1ylBAfFyPrGWc29xZUx2lpb1zumjw6vb2ps10gkUY8WzKz2 +zytrcFsliBruBneXE+/GKLUiMRmaBJxacFknckXBkkox/Ojxu+GqjKMoQkDH +Zt5nZ1aqIZgqsUkb13PbtsPqiNlEMhBWGLOWQPLAwGcI5+7gBUGq90o3FwGZ +Gqq7gmBi9ImhO5LJfL1AA4kwFBL0aZ1PqEGIw5+Ds59Id0ti6jMb1utm922o +cftfN1OB2HSGG7Ly5mPUQBj/a8NRozdADbj3IrMe/ehaO2kHKAO8+zbU+O67 +ic8//5qlWj9XwaWqbb4I9grZNhXTiykOqK9gNpEfGTVoUceOt598chrZrh1M +L9h8Tw8XAsdbau2CZA3pSJLgoOhraegcjhPaRZAdNYh6muqWhRuiM2rQD4Ua +MgAg+M6sTua8c54pO2qgs8WrQ95aKdTg4x8ae8Tqmgt+t0JuLsRjEzWQ35wZ +cSpM1EDyNXnEbKL9+0/krQC7c0o211dhTWF2s0okEzUQk+3PN70MPyModpiX +PdEHWUOJiip+Dk/FStbI2y1lTbwgkZafRQ1CIlnVhx58g83z+Ho24XtJ9C6k +TkaPReU9gRow6oBDq7XCNKmiO8m6sXebWW3WPg0PZ8w5JGrg+Fm/eoqezuXz +o5kQz0fyX4SHnboYNpOyMsuf3MmoseL596XoYWV6QWzvohBoqwpFjY6OKav4 +JFGjtbl3NP9lThpTqDHBrrADrTV1nRKTZM0JCNAUJF9HlzVofZIgasTj06fH +kyrKrJVEDRk3Q20lgxGllv9UiqMYbKKGqS30gi17d8Mq0QNsOmiYbJU1zFqF +taTZzSqRzH0NOKktvKYLFmvI/8U8v77DRI1f/E/mXxgzoBx8Sj/raMzMqScl +c8Qw2bBzZmd236SsoeJvzL+0QyayxA9ESJDM4RGQU5Kma8ga7FGOpTVP3aYB +IU2qnASNW8nLnajlKda87XhrOKh8ZsNFLf9keGd6tCrEGk4BDt2egRrQDMgw +Dl42YZyXTTrgZnrBV7sPIEIpHySBpSDUgNY6cQG8r7WpONSYGB3pb6ip65Oo +Mby+OYh2PtzdWDOrVUohaiyAGxflR42/3b2FGzw2aiTFhBrYfEyEfQM14Nrp +iV1vLwQ1Lr+s86YbN/GfVi1WQRxlfiaUz4sabc+8Z974uWEJY7JV1rjWFiXS +2pJmN6tEMmUNJMzysjpJtXtFczUcH2iqsbYM1IyYiul29hh18E2Nm8yGxZ9A +jVrPImtYe8Vbbx5RhbONKLLS33P3VqDGXdmo/oAeRg2lUsObYkTQvC0fbf72 +g6Al2Bz0stokxL1UqMG79rIlra9mvqP6gsgwCwURX4wdeS+bsdrNVtRY3LLd +FFL4AjPQN0eCNTtVMVQ0aowP9rTV5qIG4UZvaz3QrbU3xxdWyRoQmb0I+xpQ +z4LTgBq92z9KqjQ/t0Ou69rHqHFnPtTwAqGVf8tuX1JWgeV9Y0xdZXOviIIa +1qy+0VvS7GZpIHt+jWimhn7u3It5QGHr0iW9WMaEoQYt5mmxzfsaUVBDsdwx +RyHwX2DUoEdDhOFAoHy9w1nphY4BL4gGg8DFL734oXxlmtWpS//440/K0htv +CuMKGOEjdI8XATUQ8pHLly/FgoOXHXrsZOeHr+fBKjETRiu1M/uA8KCgks1Y +qSYTuq1csZtXC+5uH3YKe53WTlUMFY0aoTQxPmb6cCjUKLTrgtOAGuxeUTwr +sYXWIYwakt818kaB2SPbK8SbrxieM7s9r6xhfQWOe+9gdsyRzOoFN1u7WT4a +a6+vKdogJP9TzPwaEU0N2ReSF5l0cOOGHNSed8nqvKgh/0SUYDeraxDKA/Hx +SLTxs1+cUcMqJIJNozhmaDKRgMALImuhNPyJSDj0aKuGCoZkhBpXN6zlcD3y +dm5DQg1eUEHXh99ILsBlyu1UzPDRUWM8d7IDpO7aedR890LnvbyPdlwgbRUS +HBSlQw0rSfVaRaOG3HEoks25lPc1JCOPjJuje/MVySrMiB9tl+dIhG2XsLCK +UdiPpcLtbcnkt+gpIGVQHoqYXwOU19TQ+pq7duVYqj/26DtADbVhwYzcDcwy +M7KX3QFRzOoUmejE/OKMGqw0U4V7TtRQq4slNv/Qr7/+3tRQESOPDKHGwqu7 +Vjz/PleMbwfwqdIATPiN3BZ5O5VZJZMVasDLaXDwhArF6YWMbncFYl9AqFEj +KHofdg+K/gR2wwsg675GoVx21EiW89qUgqM4O0wbsy0lOKLfZZFWwXnZ2s3y +0mhfK11f25KcuBE1v8YkuU0Nc7vKpHO32sBiF1EzGAtYosbll3VKVYwXEspS +5nn0Ar3TmTM/sDeBn4sgfoijENhxCsz+RIgqoCJjkKxhRQ1s1jy8tFce3Cbc +nbwgy4xqQyREnuy3IqBWGB/YfxKWXe7LVFhFpEWgmpioQR/LzAHnYJmyQTIH +tQ4TML1AcWftVHnJOSgm2uvrq6hRXrYmBEw5K6/MLlsYE5PN5OzJsrWb5aex +vtpgJdY9UqQJeihZ82tENDW0viYmJck3XJexjwqDb2nySkKECgV5YVaacLOM +SOYbqOEQKMKUq8wLstnNEF9dnaUJmeO7SoYdCFCDRdT59R1SHUfYB8sxDsIz +Z3a7XwhqrF8XqW8r1ID58ZWXv2gq7kxvQTcrm3ZmXirwLpVpghJXQxU6KCZG +eutrauradGT4klIiqBFF0VFBLI2gKoUX58ZkNicxK6cUNWgoDA4M9A8Mj5YK +Naz5NQo1NZSvyRGNmIEaYQLpXbna4LyhIL1gI9Xd1KrZlYGEZMcpMPsEwb9A +naUJ2XoXrLywG84Cu0INL3COkH9iIsVvpGbjU1a1MxIg5m0uRg0YqvFOjQLT +gqQM+WUdzO9uxoWOjxphg2JibKC7ta5+WXIK3fyUCGqYocyqPM18c25SEmug +XZPTihqlJ3t+DZepIV7BTIziBRGK1MToZXdy4f5gsjSopgWwTEyJI1Gal3c6 +iGUAGdTZamsN5ik0jOEG4gUh/vwCZwaloVKoQfj4/HOZffD5l04aVGzbdvir +ryZjL2/efDDv4x7MWme5mVEDxlr/+PtkZE7epgebcF88OwJ7lshfo7e5safS +NFRwtJ8xrEKRVyJH3Jp55+2PS1oNazdLDdnza7hNDa1uQR1r9qjdbS/rOBZm +nq3smSP62jv4nLOeZiMrVBURpawsvefc/Oi/3vaLQw2SCyRqXHXlS8oc/fHH +3mE7fyVrWFkhbBgTlKMdkJ7mn4ZjY2xWWTMKYqCG6lTFUxltqGI3xQxDDc7b +OOO51CZefgmWVWUhrj9yLSnu6LCgBvjV7gNR1sbS71uyRH8VId9k1qxSPWly +vivcJFIFpXGwNIuV7Ii/oVDDyzUzNv2Gtmw5VBBqRNzXYNQARJoOd0VyPKPN +IjRULpp+1ODfsRtwhqFGJe5rxGO1h544W7tZJRLX39piJGuYGiqwDELocEAO +Q42C2BotzcoPPRgVNaKUppi1W+Dzz2uTkPrHK19SwNFw1dodb01GDiT5KO/j +IqoCGDUQ/z/iTl+ybLVqMDtV8VSJqDHDOCwZ68xjqwdfgmztZpVILC5xujfJ +a1ZPyhqm7kJ5/4XxY49GVRlFYcdiAPNYdA2Vl0SwOI4+5Nn2/X/5i+VslRRF +1lD5msOY9zU2bz7oRUvHVhBH2Ua3WlD7JRDAq6hRdpYBf2Y2c56yErG1m1Ui +cf0LzbHFUVXd/MD9+bVYbNgZxnJz3M15c75LduyPRGREKQFbN/pZ1IqCGhH5 +uWf7EbYdGi1sM1mn8XgsQ0AUxGanKp6qqFHlaeOONXlsaYrk0dFvzW5WicT1 +Z12KlU1dt1LXlJQRXcTNcy/O+CbkTQom1/OIKxidzZlZRmm2QhsbAxw6dMpP +dCKi0hCGEagRUU4pKZudqniqokaVp40RGL90zAlAZwBqODRUDo6YtFHmU47N +1gCVCXSSltJ2EmLkxfOywXsTLPn48a9hcxUlFvr0sF8KDVVL4/qSucSalIgN +VZUrlBMM3mXlmxo3VZwN1cTY6KhhkMv159TSEVnlfE8Jp61WEjT9RCeiGxdt +jJ5tOVkOczlHsGI/0aXUUHt93bKBpErLS1VZo8ql4wfu32Z2szSQPVL60PhA +W2NDS1tLfV37YA5yxEYNaITycqFaICtHUdpjc6SgfY1pYGkk7Cc6Ef0hWnDm +UjAJ2tbjiJriJzwoRqhHz6pvbM/1Ti0RVVGjyqXjO27fbHazdJAtUvrI+pqa +xsyoG+uZVdMshx/XP2/emTKyNbedYthQIehHelimt/ATnYjmzG5nJ/Rp5jC/ +wuPHS4EaQZ8+MXJibDr0VFXUqHLp+JabXzG7WfHU37asZ2BwcHBoaBA0MDjs +2guMGCl9tLd5VlMQU3S8v7ZmlsxrxoJJ8Yngy8uFRgWffk52IuIwjNPPZppd +cI2gBAfFdFIVNapcOuZcD8kOkM6mulm1tZNxpDJUW1NT32+JDpKlaJHS+1tm +zWrpx4mWWXW9uaiBHwcPFpvSd3rYHV4pttXoNPCMmYjCkmCWTtYwuv1IX+/A +hD/e29bS0t47lv+GqFRFjSqXjs/+9dNmN0uKBpY1dg5P/h7r7+wtJOinNVL6 +WF/LrKae4LBF1sCPmRGoM/HwGgmyP1Mmokcfedt6/POS7GtYqH9ZQ21Te09n +c0NzS11NbYKmuYnbUHW+MJBIOVWeAbzgDy+UThjvb6mtaWofGjlxYqS/pb5p +wCFrGGSNlD4+1FZT05gBnxOZDY5hcf0MQ400sz9TUAPZA02eNlmjb1nb8Phw +a1P7mD/a1tgylNyOR+KyRhU1SsdRskunjc1ulhiNDrQg3Pms+u6hAuVve6R0 +P2ND1dre2lDfPphTIANfxCSJVS6mw0S/OK+JWqltyx0cJmucOPHN9OxrnOhb +JrZQavuTU1FVBGokHkOmQvmTT06XvQ6FstnNUkP2SOnjY6OmHcqUrFFFjdJ3 +mLLXIRF+9F+hqKE6Velpon99nsSYExOZ0xMqScCEfYxUBGpESd2VlznzS+Vy +Ut9omuvspxQ1CqAqakwbR8xIBb7+umLzkpSOwyJSlgM18tNgdwvVp6Uz2M2D ++9K+t+tqauqbW5qbW/tP5KBJ4qjx8ccpXQ9b8+nk5TQErmFO6htNc539lA2Q +GFRFjXRyRCfKVHE6UcP3x1pm1fVlBYuM+1JGGA/AYrSnrr5dihxc859//jmR +Nik0UM+08fj4RNnrUAzfdOMmv4oaZaLqvkY6OW8c4DJyWFiwadvXKJBGW2vr +7Oa5o92zalqkBRbX/7vvkplUz5yxZ6IvhuvnJRBJxo815crUAGXneK9QXk7l +ACmYqrJGCvmsXz31bFsmNzpStKeNzUwi4LTKGjbUmDjRvay5tqZmVlO3VFFx +zZNaivvhM1tsJWTxKVkv+N0KR8UcXGrUKCjZfbxXSIRlsGvFYWnsuM5+6gZI +wVRFjXTybbd2l70OYeyQNVSnSgeNWWWNibGhltq67lxnKK75Dz/8mEhb+eEz +m+OUmxNJ5B3v6aUOsBw94gHhS+wGlBzPFtERONRdK9XNKpS4/j/9lIwit8qJ +MBLsljFEYQxOJWpMjI70N9TUSc9Wf2ygs2eI/h/prK9p7pNXc82//z69qOFI +uBzG/e99Kv+kqTLe02U0zlJwy0MlzOCcIMf+rKqbVSgl7gxb5UR4YOAzLzwm +eTo5lfsa44M9bbUKNfyJvmWNtZlwPTVtAzmO5aWQNRaHpHHx4464GHsu6lkX +/7499tNLytFjO+AzFf/EeEkwHY+mU7MvWumudpoGyCTZDdSRX8Nw2JD1v/WW +9GpF/tt4797Py/j0eHvx+/efMDtVaomGg+mxkSxqXLtwHRXVfI8954sfMvNA +zAzjc89+pnjUOO+cZ8KeXl4eHf02+huV8RUcj/YrEzUsBupDX/e21tc1tbW3 +NjYu65cXy/rffWeKDCTKyJcUrgFInMuLGg1/jJM88f33R8xOVVnEgtLExE/F +NyNQI+xs2Knnnu13lLngss4YymT1rBsXbXRUjHnXrqPT09+Ypx81ul85EOMu +92d1LLrSJ4wzGQbq4321yK/hD9bV1Msg6rL+67r2TXMnSSfff+/rZa9DPNSI +kogkCtN0F3bq8ss6w9QIL3QMmJ2qsohrniBqPPO0JVPYn8IBZcdbw44yV7V/ +EHajg9Uty57oi1LI+/0jiXQn4jCBS3Fs1IjRJuBXXt6vjkTZH3c8jk45LKxU +NysLheTXME0NTzTX1PaMjve3keRhN1Cn31u2HEqqk1Q031niLT/my8MtRuKl +O0kKNdxu7GF79CI2VMWjhh8yLfRsHYrejECNDRvsGqewR+zYoVHj5j+/zL+/ ++27CvPHJf7/rqMavaperW+5t7gl7uuSjR78sphfJfmIGMDl58ht15Nyzn2bU ++MX/5Ckc34gzLIe9Tl4IMFEjCjtaz92wZjcrA9nza1gM1CeG1yPUW294CIUt +r1VRI8Mrnn9/eh7kUAn2bv/Ic8KKlR2ocdEFK2LUkAayebDptknLT9O63uxU +lUV5UaOguFILr+micl62zUvXXbueTs27ZPVtxmaiqTOZM3tK48GoQZIdH0R+ +hLBq0OytztKqgI5gZv7t+c+G3ahQ49yzn8n7yjxLKxtaU4gwUeOcs6ZQY+HV +XQv+8ILjQfhGyODpFSJrKL/L1zYfVBeYwSGpcIXLjsfRqfuaQwUrs5ulhkwD +9fHOhpqahtbWxvqWnpz8yw7U6OjYE/FDgGu9J8uYYC5BVmaKZWF8Efx2CLyK +k5I1IjqgKRNQmgPNTlVZlKysAdRYv86u+KVT1M5Iwi7Redvrh9WVy57o498m +aoyMfOWosGdDjb17P+cjEjXm50qRMVBjqjPMXf3w0l7+0wx7derkGfMuRo3F +Ldsde8pedoCsXvUB/2m9zJyRFGpgeSbZVMBS4X3vfOwJ3bWjtenUqvYP3NVO +3wCxGahPDNbV1A1mfvXXGhoq/q2i0t19V8Gb47fcnGTEe/e2YOn4vWlBDbdb +Jb4IzcP0+8PACnc6+aYbN+EHKwqsC+aHHtgm//xvQI3XewpGDeCC4uHh034I +amAYSoH3icenUOP7739E3XhRd+jQKUeFvXDUQL+SqKFy+8ZADZ6laQEjl/Em +aljjnEORdU1DF6HG8id3Oh6EV+btkrDXv/8+vUepdqzCUOOy+RlJ53f/9/wH +u49x814QQbShUw5lhdnN0kFWA3W/b1ljY2v7sqa6ps5BeVxqodW+RgyF1QP3 +byv0FgcXNEJNRlCOGLzZEFqLZGvgoOEjo45b8EW2bs18gjd7j0R80OnTUTcT +ma2Zf3/9Sy2kb9o4aF6mUMNLtYlIJJI1n39pzsIbclwM1Pj3soxyg7V5SxZv +v/kvr+ARhBq3N21Wd8EQQqrC5HKOUYOnu08/zSNrzBeogT07oAYOcsWoJyg7 +kBioIXvO009NmQGYqHHihNZQLby6C7Vq/ttWQg33Zg2uvOP2zfyn9TIVBbTR +MB7r7T1y3jmW94KXTd1vn+P+4In9I0dr06n2lbvd1a6gAZLx1zCcOHI0VLmo +sf0NjcIOh47LL+s856ynk0UN2etiMI/Hne8WZkCYOGrQKDAPjox85bgFXwQb +qceOjUV80BdfWKR+N/vRFMIbN2jUuHHRxn/8PbNO5m2Oiy5YYXaqyiIJefNt +m/6Mnr/8xZNhqidmWsxTOcqw4aEH3yCRHI9YdP0GyBo0dvgCoIYcSpA1oOdn +1Dh18gwgYM8HU4thK5M0wWdp5eyFocaBk2ptQAKR/DMKavDYuWJBp/R5+frr +79WV5r4GowZBzDfffA/cnH2hXU+FK2//62ZHN6aDarMbqAERHmyixrZtGQ3h +g8GK6K03j3Df4NYLexyfWtVuR43fnNtW6csqkAM1Dh/WQZ4dKRfvbe6hnv/8 +c1F1SlGSTTggm1l2AMWsLis7atxzd0zUgDkNa4AvnrPKncft6CcFGL3QCPrq +q4x9dpSLn3hc59Sg5kX8B6mBMTtVZVGOrJGLGljWSu0lJnZHBFqUs2tnpvvd +cN3k5hRBLa2+cCqDGku1/gq5mGnmZODAEndJy3auW8eaPd99N4FNliNHJlXO +7mrg9+B/MhAWhhpKF3r6dMGZm3g13vqPtyRqmJ6JDtQAYePG6rvdtXYvruEt +SOvr08G9H+ZYsAM1pIHWiy9+qO6SQhAjMtFfm149sP+k43F86pFWnSIZSZMX +Z79g5Q4QkAM1sAEk2UQNlhDpi2caeU9UDfyfb3rZfcHdd22R6twYvHTJ5GZc +QTuYxI8/Zs86lCwfERqqqxvWmn2PiDot/f7yy8nBS6tNaU5jckE5MV968UM8 +xRw4JlsdlpHUT1oBmZ2qskjW3LqnydMUITgkQUdAP5QDoGHHyXVd+2hZglM0 +lw4NnfJy9xCPBcsJ+ujXXTtpk0BTMeGLWVuoy44e/RJ/Wuvwv795Vp4dHDzh +5aIGJ1r6+OPTBmp8q14nbz9hs+Hme3okapj35kUN634QuKtrH655edOgo250 +UIlLtH6jgzJyL8r56KMvvNyqIjHKQCAtMg1k24cfV/dbixmh2jrxsx4ceLpf +yQME5NjXUDDtOU10SPjyCtm3NTXwfu53/+OVLz3bll9yUft3kmHBuGTxdj/a +cpo5cVnDqqGVzRuGGphwoBOmBSqtWMytBMmYgiIyr3jND22y6XpGS1+soKT2 +u9IFcFlzFSwdCyQgOL34/fe9/vaOzLLKIe2iHIi6nDaXJij1UBLZpA02hgYd +V9/arG0U1KAxK8+aqMHSEy05juTutRWDGjRPMmq8GKxP5GXz5q42UUO946lT +Zx5e2ms1IGTU4O0SlH9NQ5cqTaEGdXVVE36cek3s96kG501A34kaKhyNn3Wg +vuuO18xuVokk679mdY6prTlRmOG72e919oUrqQR5izsyp2l35+d+TVrI3Zs1 +ew6L/+YFC+awU1Cq0JqHSi7IJNU04Y7IbGKh2Ioa/9l3HHYaXjhq7N+fGeMS +NUzhV7J1JIYxu3Lzgs3BZtwAEuUglMmNTrNTVRbJmiulCjRRdLxx0Ub6EH4E +/3GUg32NLa8dgjxuPlTdBetTOs4y7/Ind0K1ogioQUsFazmqGvjtQI2ffvr5 +889z7PpkC9Acbn2ESiLPqPF///scxw1++eX96t6Ojj3oq7yncNWVL8HtXdLT +T+0yUWPuxavXhaCG+eKxUQMLMFUf3qLi600Fmm9DDZi+0O1mN6tEUvWXi1UW +PRbdsBE/zN1waQFCt/f1feIeR8xSJDS/+69/uZy+L8/e8VADttzosb5zmaSE +GrfxRgxWSyCwHKFhqHHmzPdeYI5IvwmyabJ60ClrRA/IQPxi56SGKoqNlrmE ++PvSN4HL3LaIv212qgoiB2rcmJ23bwvg28+ihsO5GNfjIzpQ49K5a+SSlWUN +oAZNp27U+PbbH/CntQ78UfCnAzXoT/RJdmb3c+dS6yOUdwm1CZTPNGnw5EnL +EnXv/fe+rvb1QlEjO/kwS9Rgl3OUTzVXuiaVt71I1OAQK2Gt7YWgBsxUjh0b +M7tZJZKqv0xzDAHcC3QRXjCzmdvKPOHQTOtne10UNveCfcOknBHBEXV/7Uuh +mbPgzmNFDWmy4hnWYtOjoeLdirC+5+eiBs0bSxZvx8wTxg7LW+y6YjMU3PnC +pKxx6FCoXouXgmaYC1orwvuM25YeYe1UFURSvaZQgyRxHAd8+1nUUF5OYR+R +UOO6a9c/2/ae+VDrR6TjWCHQdPrB7mN0u3kjOj/8/sxyVDV+Vbv8ogtWREEN +3h3zDdT4399oR/I3th1Wz4LekmQQlsWsqIECodn2QlDjm2++x0JIGvQSaqxf +N4kaPIhQ/t8fflPVWcmDCjWoKPMr+GJfQ9WHDYTU68CUi5bQ5579jPlQP4sa +n302lloVblikdGtsaPUKu3dPxSt75+0saizOoMac2VMx+VkVs3//CWQWw9nj +RaMGhwjof+9TPNdzooZjJxd6aVqw4dUclVFnaZI3/VKt1rMO5hf508J1sNhX +LH1UVeQQhLbzg1HjBUY1/IEcT7zrjtfyosbAwGesrGPUgJGPm03UoPrD/EbW +KrWDIiLJmmO297J+cD1bh3CcOrxEDfbgoD4jVyNsXouPSIJzGGrQXCezHcFy +iY7DGoSm07DaQhvAf6oPhPG7Yf1/cJZEgHlzV2OZ50YNtsTzDdQwwzopAwy6 +Br0C2/c4uHLFblW9jo5JCHajBleSJA78aLrt1UvmrOKXUhoqBU9ms5Bk5EdE +jcNfIMajpDDUgC4dLoe+QA16cRzBxEiogXJSOEBskdLHR/vb6upb2lobG5b1 +WRMlg6R8xyb6MJKhNZVv9ExCDbbB8AuRNZTkyB+Cd0MINViX7kANa0BRMEnu +XqBawas5KqPOkqwhYzh42TlZ/qlcwBRTM/5TbNNbA487qsSogWsgazjeAjGm +qIYOTbs0UMERRg2HZTKLXSZq+FlreS4Q0Y3MTlVBZN0NV6ihZA20jDWWDhdF +v2nlQP2ZerX5UJoJZQ9h1MCffwxHDazz5VPkjTgrO89PP/2Ms+/2fcK3FIQa +ZmA0FeKArkGy+0dad/DtaDp52X1B+ESiI0dGr1iQKdONGjc1bsIPWgTOu2Q1 +owa7geCsEiVks8gjJHbhz8vmv6Baj4saPpKTrgt08MDUbji9At7Uy6IGX4aO +QQvpV7sP0FoCr+kJG+lUDhAjUrpP2DGrZyw4VVPbK9pD1V86LMPs08tGX3kv +6PD80fGDUAPzNjado6PGEcMzGoWzLyeNL3bMj40a1D3kAGFWfj3qLHVLenrD +VTl7DTKJPE0RCLZpxisAHzx4ko27ul85YNVQ+YaRDLMDNRzxDO++c4sDNZSX +qxc4UeJPM1oIm1hzUJdV7bvVvqQvpqlaL2N9esftm62dqoJI1hyrDmbWEdEk +jynRD9beQA1aDBNqyw04NlHzg4ayqpgk8Y2EViTY+lnH50vnrnHcRYttVQL/ +wG6dvMD6UCtqACi5KHiX+7ZFi4kaUCzD/x0HIdpIWxG2xCBCGnpqOhKdwirJ +qOEFU8SGDZOowQI7zsI+TVbGt6GG+tM86AUOfWZNeH6j3wf2n6Rr4IbDQjfI +RA3cyBdURKT0ieHOmlmtwYHxZbNqWvunzimVghQBoAL1sj7a7/dnwh7iCMfA +IdTAVi/kaBMLwhiCLUkW8kPIC2je5qc4dsPDwlB7AWrQsu2HH37EqzkqQ2el +bgE56RSyyM2OU6fO4E3PP6+Nxrhpsf+ffcdZUiMpNQw1GFnMeAv8gbwIsgb4 +3LOfQXcNy3+hCuH1nilrEADBQ5kdcF7vGQJqsAzlZ8GCC5xhkdKhWaLvDjGT +0AHHqcv1bv8Iv6nbsBSGI9yGrKHyC0ENmgb5CK296VNGrzy21LkoLAZoNe5+ +qIkarOfkom66cROuN7fVlH0yXfPWm0fU7TJYIpjlXCLIWXlbBj/2BVZM7St3 +4xSbaflZtZIvxrK8XR5hr1vzKVwUAoUpYmsTPgLUuM8ma9DkRoVAaZYq1IgY +KT2DGjX1fSfGT/Qvq6mp7RebG6r+JMPSlKg+OvR1QA04y/N8ToCLcE/QAUb0 +TabZkp9yPBc1/nb3FvjkEmpgn5HkBeWl3vbMVIApN2rIV5OnWJuK11FngRrK +zFihhh+snaAXNR+9ft2+vnc+xhYeDSKFGjf/+WVofdmM1ixEVluihrL0g+hB +AjItDu+847Uff8x0V9aeKTBSTcEJW+VB2EMSasBchB0kadIj4ECIDHga+mI4 +Q0VG72XtVBVEpg0VrZ2AGmzgKok6wK5dR0kshereD7fPkV7GVjLnsSJRA7tp +hH2OW6jn8ErPF5Mb//ByUcMUdZXNAF2DSCBsGuFlUYMjz3jZQPGgvKjR1/cJ +fFK8ADXkKYkaZ//6aZp/uM7YaSWSsbtxhFUEsih5jReCGnIbBQTUeLP3CK2m ++CAnW+Qj6UINOxmR0icG66midU0tzc3rB3LmCmv91VRGcpaXRQ0clLIGhMTb +mzLaCRUxKSzWMbUwo/bxcFkD1p63/zVTsvSJlkKxRBDFDtRgBuSpswSFdIRm +A1n/HNQ4mUGNS+euWXBZp7yX9wq3bTvMqEFvoXbDGTXYbhmFyMfJakvUUEa8 +Dz2Y0d0B1mdfuBKLHB7IMiwVUkXLplB+r9xoXoAaMKJm1Hju2X51pW+gxtat +hxydqiLItKE6dOgUocbDS3sddxFq8OrXnI5wULW2SeaNhaKG+i7QLqpR4L6R +BPPe3iN+dveWfiAbMqMGIo9JNlHj3b5PSPqWhQM10Fe9wIKRdxv9CKghi1Ko +gWWStcEZNfAnezv6gWGAeZd8BS8ENSB+quFprbw6juW0b+h2UkO2SOm+P7y+ +sWZWi7nBEwU1ELJYbhBwgOLdu0d+/jkDrNBpK1kjLOkbCSYc4kahBgmPNzVm +wnS/2PkhosMBj25cNGW2LbHJjKrHxoFRUGPhNZMm9AQBfBCoQSQjyEnXP1qQ ++9loNr7NS44WqIwaTy3fqVCDpndaovjCjcvPRY2rG9bKan/55RRqyLRuzPgc +NHUr1Igha2AYdq3di6UCh1DgcNxm9/BnFmrwbzQjNUhe1CCZkdYJ+B02icVA +jTWr9zi2wk2CkO7nogaiHRb6aKaLf59ZrbE/u/Lp80JRY7ksHKjBwR4VatAS +FAareemy+S8cyd2kxuRzm9hC4ocq1JAvyNEFzUbwnKjB6jg+Qg0iVZGytAvq +nuc/Uy9r2COlEw11t9bWNrT3DMgzVuBT0wI+N+t1PeEpTBI6PhxMCqNEZyWg +p1nUDwbF/Es7IDigm3mBhgobCjRLY+KCrOGLz/rZZ2M0TWF7WmqoVAxSEzXM +hOAIokhn6dNDxvQEasi0MhI1IC+TnMtbA34uKtHAYYPMJ//9rtJQMWpwmep2 +QitZrEQNZQDM3uVyzueBTA2lRrSsKkeikAdRwunT30Kc5BAx9Jn4ysUt2xFR +h4sF3j3xeF9al1JRyYoa1F1ZlMhL1hnYmxZZgxYhNLj8ZFFjziqa5PlPM4CP +iRq0IOcR5AvUwBqMlpdXLOiUtmTdr0xuGccgTD632lDD7PD8J0cYM2+BSJII +akgsw0jkPyttgIyPDI8o1DAvUlMZdq7Z7IF+P/rI5JKDUBsfrum2V+nUMeGF +QcskzLpSTPACcwgHatDEDimYZl24pHGX4BLYxVKhBszXOcGN3Fj0g1Qp2OGV +DD2tHzj8MmocPDDZ52XEYwmIWHpRVdlZyc8VFkjW4IOvvnqAsxuDaSq4/rqM +XpfdGP1c1JDVXrliN2/o+0ZiOGz9qNw0PJCVq7j6vseyOeDMj04vC8hmT0+J +GlDE0Q9su9MPwkGSvPalMmBCqPuSjUzLW1irRqcEUWP1qsJQg0R4iRqIbUXi +Z7w6g5Y/uZO3bIiUySLJCOhsMhOrWThQA0PVdD8pBjVQvjlve4Gho/yz4aop ++Z3jDMtbOFaqH44apkKMBmAYatACmP9MvaxRGEVBDURfYXc5krx4kUzzHlAD +em+rlzHHiAYT4sDcumPNHpKpOS6xH3R7al70LlquQz3CH4VLgFU2jsiEXzDe +/s25bVDUnDlj2Qf0gm0Fzl+G0Ft0nLCJ0AoX7NkzOcClC6Gf7Z9e1luHZA2F +GpyAQMpl9L4MssxADT8bucsPRw1FACC2fKYKLLp+Awfs8nNRg9WACkBxkDeq +zI9OHwUJodjemFYOfCUtGiEAIsIMbnn+uamNj1QNCqv7Ek71t9a39OfI5Krm +MVDj9qbNrWJjlMuZHtT4y58nUYMl3Cg35u11TAiMxgEZbrpxE7UPPZez0lsL +l6hhtmfxqMFZruRBqdxTdePwOPIWmsHYp0lOMmbJUVDjvHOewQ4RqMJlDU1R +UANBTTm8M82BHMWLFvC4DKjx6adTssbCa7ogz8Jikw17+CkZWaO+A0Y7l8xZ +xccB+rt2HoVFqKmhYoW8lytrsMsPlgRhqEErDUYN2JH6gcUUyxpwIPWDIB4K +NcAwp+F9DVU9VUPCtb8YmxFTqLEjBzXq562RWi+T3g02qXkbHcGRFGrQIpkN +yLHvo8wvcbFUI6iPTh8FmRw5Ygy2cszGtE4UKRsU2n3p9OjI4ODg0NBgZ2Nt +Q1vvaLhJYQzUoD6PQaHKyYsaLQ+9AacnpmJkDYIMrFWi3BgdNXAxJ77hXXI3 +amBAYajSIlNd8PKmQeSNikdhqHFVLmpgTQiyogYte5B7Me/jLhdSDI01tSQD +qW4z81DDsa/hB070CK2gxgKuweaUl81NrPY1LrTFgOUSIGsANWjI8HFI1otb +trOtlDzuCQcchRpsMoRTVv8mL1BkMWogB4cfmAWyrEGAhYtlMEZf4EKYrAEm +fKS1Oh/s3f4RJ74BUye/7k92WSPv94IRPnRWfAvLOPSbBjL7+vlZZ3+1xQOf +VqsAgh+nTp2BWpLTjMJszGxMVedU7mtoQ/TBttqamoaWluZ6+r+2oXtoCjZU +/a2zXAyKhxo08xSEWc1/24pFO1ADKVGi3Pj7i9oLQg1OtsKowRn3rNdDdYkF +TCLtqcq3ooaXu6I7+9dTuzNFoobcdoxIrKFK5QApmNyyBgjWmG9krURA2FlW +1x/LjS6FFYgKS8slEGoQ1iBkOokVfByS9UMPbANayckNJQz+5zj/KVEDocxo +ina8r0IN7Iv5QXAhDn3GUXp8sf3nC1z4+OOMusZEDez3yceNjHz13XcTMgsM +mFEDwYLMNg8jNuHDLfyy5jDBn3D25wB3fNZUL8vXpJaEvyen3hjJ3QSxPpQp +ZYNCowZ9ltbGVlruDLbWtfTnRGYzZY0yokYxj1v70l4MjSjXI25t9MJ51mXU +MEe3vB6ogfSyJUGNrKOQPKhkDYxuEM3h7HPERKtilRYq7HHSrjgiIQou/5my +AVIwRUENvPKzbf3yGsQH4OtJEPCF7yRx6z93wEtURYLiEhD2EO5+UlsCV/Q9 +HxyDdbR0U0IJLAugw/ATUZRcVFhfrWfrEFvnjmc3Se+84zVGDQ6T6xuOeNBK +YQoljFCogRAo1ufKCLe33Dwla3B8s6iocTQHNViDoW6Hp5Wf9dZXhWzdekgi +oyrBCzxEAE/7sqpI+rJmZSoENQz3pYzf6/rG1t7+ZfXNfTmWnDMDNUjGf23z +QQQIjXK9spV1kyeSpyPQBx93owZ2QyI+JTp5QURc86DUenm5Gio/uzSVR44f +//rgwRydbdjj5PwQkf4LUQNHtr/xkbqMxWd5PbvjwcLfC/z1rMXC+RpqJRkr +DGbnhBrYpzArxvY8agGP680upOj1niGWNRg1br2lm6QblMkWUH4uatAagyDJ +CzaLfaDGfTmowZKLSRI17rh9M7cJXLDNxolCXmBpYP72AxdFlIasNBFLk6gB +vODI6vSZHLcoStOgsLsv+RkPpmaqZ2t/KGoMDZ164nEd9TQeTTNqwF7lWMlQ +g+PcygV8XtQoEXm5brB8kOUg/Ml5RkDRTQXMkjduGIxxo6Q0DZA4lHdfg4+w +l59J8y5ZvapdR1Rg1GCTJFXsmtV7Lr+sExoqqQC5MwjgQCAFJzWzYmwUp1CD +w825X1nKGkp1gzJl4DLk9yQRww9QY97c1bzwNlHjtqxNkUnSTuCp5Tv5OELT +m40ThbzAN5x/y9uHhYgRxfbSN1ADB2Ezk/cWpvSpbUPdl+hUe11Ni1PWSIou +/n07m3OHUdfavTKmXzF0QYllDY5WFxE1TME2QfJyHZpAl8xZRe0pr8kra0R/ +3CuFyxqK0jRAJim2gTqTFTVYL2SSRA2WNdBVrljQyXKfKhZWrCZqwEegd/tH +JMuoyJNuWQOoIe20rSQ9ta2o8f77I/JPOZ16Ql1jkzV2h3VFaSfAwWaJ+oPY +cX4gAS1p2e6uuVlV7LD4Rtsqm42IpSHqyIrn32cPkd7AhspxS+pljcKocmsu +ib4gDTpadCG7QV6KjRoqQqO1kGlADVN9ejGhRjbfn29DDQ4lFONxymQ9BqWw +mxVjoA4qFDU8EUAVIQg8W6hhVSxW5iZqYK/N2tMQooSzFHlBBJI/LVzHqBFW +Q0lSQ2VFjfeE46oVNWBD9eADGjUeXtor4zVJYtcJhRpwi4hSbZM8kYlYtS1E +m0JLM28pVNYApXBQRKSUCUrTRIWiBqdUk34WDlkjb+TGYsizxfX1gkgF8k+F +Ghs3DNJMFe9xxWx1pU8YZ4pvoA4yO4BMVGG9nmdLRg25OwBiM1dJ8PKTqAEP +bsSVVYRU4Ow7wCv/sB5rpW2vHzb3NZiUPSoHA/GDdBiIsQwjLhM1Hv3X247n +MmrIHNAqHVtB5AnnO0/4gPjZ4JyFlmbeQiIScj1YCVGJzOOpHBSRqHJrXgwV +hBogGrCcPx3kBXnBkq5afrKihnmNQo1NG+OjRoy7FJW3m0XMrxHdQB1kTiDz +LlntWDDUz1ujYn56Npd867yEYP7ShgoaKlotmw+CnapEDQRkThA1FC34QybQ +EyKiI5IG3QtPkOPHv5ZxNrwgHa2jKCm2MDnMrvKSQg1ZDpC00NIKipXnZ22n ++c8aQQWVkx6q3JoXQ92vHIjRCWlBpfYOKgg1EIC3lPVyUZm7WbT8GtEN1EEF +TcJE8y/tYNS48HcrwibPzhcGzE0HqG44tJQf7JKHyRqwrZWogZVwQRU+cmSU +U9RZ/Tol/XvZuxddMJlHg9ZjbnWNezeTQz7Kg4iIErHm5hM5LWmhn8xaWqEl +kOgnUYOpcufeyq152cnLBqOb/ufGQI2MhkrEo5hmSmU3i2+gDip0ApHLjEvm +rHopBDWQjFsdhEmqjL8KnyOrqSeexahx7tlPI85JjBnPC9nXUESoMfvClUCN +K6948YoFoVvtVJrjrJ9Vr7FFGejzz78O2wrJS7LdikeNRx9524wd6qYqalSJ +KePxtPTN/NclTRFRQ42OKmrkUnwDdaYYqMH2PzTBuhU1ihBRRB75YHcmXznS +clmfJXfDsbMQGzXyaqgkauQtUMbVNKm390jEPAIRSerx6Pe8ufkr6aBH//W2 +mafATbBDMI+nb1BEpcqtedmJ/WSnmXbsGM4bd8ULnI7lkSpq5FLBBupWfw13 +XA7zeiSn84XWKCLBy08e2bXzqBcSe9B8Lpb3Ny7auOiGjXmvV/d62YBODoLV +VkTUcEckKAVqsBXB9detl24gMeibb763Ru5ykIwqA5oB+xqVW/nyUv97n36Y +z5OxXOTlGi762A0vB2pU+gABWetPs5+KH+ImudQvXlWCoBkRUQOBapcs3o6Q +JtEpYj373vkYSVeLL5BQQ6ZhLZ48kSPjhus2LH+yKNSIQUhibh6v3EFRuTWv +koO8IAqKPFIu1ABVejez1v9PC9cVihoyjF6RphSwxc2rq8Sz1qze4wdpVkqE +Gn4Q4XneJZFkDRm516TTp8dNH5ZiSKIGyXrTjxq3hvjCV+6gqNyaV8lBvz3/ +WU5PDKqiRjFkrf+6rn27doX69JnkZWNu+MGK2poGqyCKYt3kB2ABoXjpkt40 +oMa1C9cVVIciSe6GU/sjdfs0V6CKGlVKP9GatooaCVIiSrbitVJmgQXp2GOg +xt13bYlYZ8JQmbk+jLwgAVNBdah0Itlq5u1rlLsKVUqeTNSglS2nmZt+qvRu +lkj9E0eN889ry7tPLenhpQWjxpWXv5g40hW5H11xVJU1qlQRZKJGeanSu1lS +qCHjEk8/xUANJMVLsA6FGp7NALKGiPEreVBUbs2r5KAqaiRLidS/4aq1Zq7k +6aQYqIHcpgnWgUrr6NiTYIHppxkpa1Ru5asURulBjUpX4YISeYWyo8abvUe2 +bCmsVxw8cLKMgWhmBplJCip9UFRuzavkoPSgBiiF3az4/BqFUsbLr0Anu7IT +YiSWuxYzk1I4KCJS5da8Sg6ikb7siWTSMiZCKexmlvwa726tmwpH2jgk8ITr +X8yLPPboO2Z+2Cg0/a3HTxwfnyhpshjzidNJZWzYsjw9KarcmlfJQb89/9nX +e4bKXYspSmU30/k16OfYQFt9czfBxdhQT/fgVLQREdza9SKOs7FvLFGxM6Y+ +FfciEftSmqlya14lBxFqbHv9cLlrMUXl7WYR82uAhtc3NbZrwI0oa8ykya1S +6lO5L1K5c2/l1rxKDvL+37+feXpX/uumi8rczaLm15iknqa6ZUbM2ypVKXGa +js5fAuLKl+sVyvLc6stO23NTPEB0fo2JbEDw8YHWmrrOSNvkVarSfx/xcHaP +6xl2NoVVKt3ZNFQpfahhya8xMby+OYhGONzdWDOr1SaFVKlKVaqK3lWaJip3 +T1dkza8x0dtaj9q29o6Uq2ZVqlKVqlSlKlWpSonT/wdarLap + "], {{0, 0}, {530, + 346}}, {0, 255}, + ColorFunction->RGBColor], + ImageSize->{530, 346}, + PlotRange->{{0, 530}, {0, 346}}]], "Output", + CellChangeTimes->{ + 3.532814194723003*^9, {3.532814242291733*^9, 3.532814265679334*^9}, { + 3.532814558103692*^9, 3.532814591328485*^9}, {3.532814769881647*^9, + 3.532814793244091*^9}, 3.532814863450305*^9, 3.532815013362019*^9, { + 3.532815105988823*^9, 3.532815146007161*^9}, 3.53281524954426*^9, + 3.532815334175509*^9, 3.532815501545065*^9, {3.532816064314044*^9, + 3.532816088635428*^9}, 3.532816138304587*^9, 3.532822602580641*^9, + 3.532822664517603*^9, 3.53282760304772*^9, 3.532827682668352*^9, + 3.532827740272399*^9, 3.532832981795433*^9, {3.532877301440702*^9, + 3.532877312665293*^9}, 3.532877375844033*^9, 3.532889984752663*^9, + 3.532904205648501*^9, 3.532904851184289*^9, 3.532914387807757*^9, + 3.535932307161292*^9, 3.53695877452464*^9, 3.536959088755789*^9, + 3.536959264590485*^9, 3.536959298827192*^9, 3.536959390204209*^9, { + 3.536960048796137*^9, 3.536960071883321*^9}, 3.536960517888471*^9, + 3.536960716151445*^9, 3.536960750678051*^9, 3.537030155971631*^9, + 3.537030238677665*^9, {3.6305587927074823`*^9, 3.630558807437377*^9}, + 3.632970294524981*^9, + 3.633020475107058*^9},ExpressionUUID->"5079423d-b5f2-43f7-8413-\ +dfd56d578ebe"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + GraphicsBox[ + {RGBColor[0.798413061722744, 0.824719615472648, 0.968322270542458], + EdgeForm[Opacity[0.182]], {}, + {RGBColor[0.798413061722744, 0.824719615472648, 0.968322270542458], + EdgeForm[Opacity[0.182]], RectangleBox[{1.08, 0}, {1.085, 1}, + RoundingRadius->0], RectangleBox[{1.085, 0}, {1.09, 1}, + RoundingRadius->0], RectangleBox[{1.1, 0}, {1.105, 6}, + RoundingRadius->0], RectangleBox[{1.105, 0}, {1.11, 24}, + RoundingRadius->0], RectangleBox[{1.11, 0}, {1.115, 19}, + RoundingRadius->0], RectangleBox[{1.115, 0}, {1.12, 27}, + RoundingRadius->0], RectangleBox[{1.12, 0}, {1.125, 41}, + RoundingRadius->0], RectangleBox[{1.125, 0}, {1.13, 74}, + RoundingRadius->0], RectangleBox[{1.13, 0}, {1.135, 120}, + RoundingRadius->0], RectangleBox[{1.135, 0}, {1.14, 78}, + RoundingRadius->0], RectangleBox[{1.14, 0}, {1.145, 188}, + RoundingRadius->0], RectangleBox[{1.145, 0}, {1.15, 205}, + RoundingRadius->0], RectangleBox[{1.15, 0}, {1.155, 302}, + RoundingRadius->0], RectangleBox[{1.155, 0}, {1.16, 321}, + RoundingRadius->0], RectangleBox[{1.16, 0}, {1.165, 438}, + RoundingRadius->0], RectangleBox[{1.165, 0}, {1.17, 518}, + RoundingRadius->0], RectangleBox[{1.17, 0}, {1.175, 804}, + RoundingRadius->0], RectangleBox[{1.175, 0}, {1.18, 881}, + RoundingRadius->0], RectangleBox[{1.18, 0}, {1.185, 981}, + RoundingRadius->0], RectangleBox[{1.185, 0}, {1.19, 1074}, + RoundingRadius->0], RectangleBox[{1.19, 0}, {1.195, 1456}, + RoundingRadius->0], RectangleBox[{1.195, 0}, {1.2, 1543}, + RoundingRadius->0], RectangleBox[{1.2, 0}, {1.205, 1825}, + RoundingRadius->0], RectangleBox[{1.205, 0}, {1.21, 2126}, + RoundingRadius->0], RectangleBox[{1.21, 0}, {1.215, 2489}, + RoundingRadius->0], RectangleBox[{1.215, 0}, {1.22, 2607}, + RoundingRadius->0], RectangleBox[{1.22, 0}, {1.225, 2792}, + RoundingRadius->0], RectangleBox[{1.225, 0}, {1.23, 2979}, + RoundingRadius->0], RectangleBox[{1.23, 0}, {1.235, 3373}, + RoundingRadius->0], RectangleBox[{1.235, 0}, {1.24, 3096}, + RoundingRadius->0], RectangleBox[{1.24, 0}, {1.245, 3111}, + RoundingRadius->0], RectangleBox[{1.245, 0}, {1.25, 3074}, + RoundingRadius->0], RectangleBox[{1.25, 0}, {1.255, 3610}, + RoundingRadius->0], RectangleBox[{1.255, 0}, {1.26, 3657}, + RoundingRadius->0], RectangleBox[{1.26, 0}, {1.265, 3551}, + RoundingRadius->0], RectangleBox[{1.265, 0}, {1.27, 3394}, + RoundingRadius->0], RectangleBox[{1.27, 0}, {1.275, 3579}, + RoundingRadius->0], RectangleBox[{1.275, 0}, {1.28, 3603}, + RoundingRadius->0], RectangleBox[{1.28, 0}, {1.285, 3239}, + RoundingRadius->0], RectangleBox[{1.285, 0}, {1.29, 2924}, + RoundingRadius->0], RectangleBox[{1.29, 0}, {1.295, 2807}, + RoundingRadius->0], RectangleBox[{1.295, 0}, {1.3, 2596}, + RoundingRadius->0], RectangleBox[{1.3, 0}, {1.305, 2727}, + RoundingRadius->0], RectangleBox[{1.305, 0}, {1.31, 2357}, + RoundingRadius->0], RectangleBox[{1.31, 0}, {1.315, 2125}, + RoundingRadius->0], RectangleBox[{1.315, 0}, {1.32, 1787}, + RoundingRadius->0], RectangleBox[{1.32, 0}, {1.325, 1663}, + RoundingRadius->0], RectangleBox[{1.325, 0}, {1.33, 1459}, + RoundingRadius->0], RectangleBox[{1.33, 0}, {1.335, 1416}, + RoundingRadius->0], RectangleBox[{1.335, 0}, {1.34, 1125}, + RoundingRadius->0], RectangleBox[{1.34, 0}, {1.345, 974}, + RoundingRadius->0], RectangleBox[{1.345, 0}, {1.35, 808}, + RoundingRadius->0], RectangleBox[{1.35, 0}, {1.355, 789}, + RoundingRadius->0], RectangleBox[{1.355, 0}, {1.36, 632}, + RoundingRadius->0], RectangleBox[{1.36, 0}, {1.365, 549}, + RoundingRadius->0], RectangleBox[{1.365, 0}, {1.37, 401}, + RoundingRadius->0], RectangleBox[{1.37, 0}, {1.375, 369}, + RoundingRadius->0], RectangleBox[{1.375, 0}, {1.38, 275}, + RoundingRadius->0], RectangleBox[{1.38, 0}, {1.385, 205}, + RoundingRadius->0], RectangleBox[{1.385, 0}, {1.39, 196}, + RoundingRadius->0], RectangleBox[{1.39, 0}, {1.395, 157}, + RoundingRadius->0], RectangleBox[{1.395, 0}, {1.4, 107}, + RoundingRadius->0], RectangleBox[{1.4, 0}, {1.405, 83}, + RoundingRadius->0], RectangleBox[{1.405, 0}, {1.41, 82}, + RoundingRadius->0], RectangleBox[{1.41, 0}, {1.415, 68}, + RoundingRadius->0], RectangleBox[{1.415, 0}, {1.42, 49}, + RoundingRadius->0], RectangleBox[{1.42, 0}, {1.425, 25}, + RoundingRadius->0], RectangleBox[{1.425, 0}, {1.43, 10}, + RoundingRadius->0], RectangleBox[{1.43, 0}, {1.435, 6}, + RoundingRadius->0], RectangleBox[{1.435, 0}, {1.44, 10}, + RoundingRadius->0], RectangleBox[{1.44, 0}, {1.445, 3}, + RoundingRadius->0], RectangleBox[{1.45, 0}, {1.455, 2}, + RoundingRadius->0], RectangleBox[{1.47, 0}, {1.475, 1}, + RoundingRadius->0], RectangleBox[{1.48, 0}, {1.485, 7}, + RoundingRadius->0]}, {}, {}}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->{True, False}, + AxesLabel->{ + FormBox["\"a\"", TraditionalForm], None}, + AxesOrigin->{1.08, 0}, + FrameTicks->{{Automatic, Automatic}, {Automatic, Automatic}}, + GridLines->{None, None}, + ImageSize->250, + PlotRange->{{1.08, 1.485}, {All, All}}, + PlotRangePadding->{{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.02], + Scaled[0.1]}}, + Ticks->{Automatic, None}], ",", + GraphicsBox[ + {RGBColor[0.798413061722744, 0.824719615472648, 0.968322270542458], + EdgeForm[Opacity[0.16799999999999998`]], {}, + {RGBColor[0.798413061722744, 0.824719615472648, 0.968322270542458], + EdgeForm[Opacity[0.16799999999999998`]], + RectangleBox[{-2.74, 0}, {-2.72, 10}, + RoundingRadius->0], RectangleBox[{-2.7, 0}, {-2.68, 2}, + RoundingRadius->0], RectangleBox[{-2.68, 0}, {-2.66, 3}, + RoundingRadius->0], RectangleBox[{-2.66, 0}, {-2.64, 10}, + RoundingRadius->0], RectangleBox[{-2.64, 0}, {-2.62, 12}, + RoundingRadius->0], RectangleBox[{-2.62, 0}, {-2.6, 23}, + RoundingRadius->0], RectangleBox[{-2.6, 0}, {-2.58, 19}, + RoundingRadius->0], RectangleBox[{-2.58, 0}, {-2.56, 15}, + RoundingRadius->0], RectangleBox[{-2.56, 0}, {-2.54, 9}, + RoundingRadius->0], RectangleBox[{-2.54, 0}, {-2.52, 52}, + RoundingRadius->0], RectangleBox[{-2.52, 0}, {-2.5, 30}, + RoundingRadius->0], RectangleBox[{-2.5, 0}, {-2.48, 59}, + RoundingRadius->0], RectangleBox[{-2.48, 0}, {-2.46, 89}, + RoundingRadius->0], RectangleBox[{-2.46, 0}, {-2.44, 108}, + RoundingRadius->0], RectangleBox[{-2.44, 0}, {-2.42, 152}, + RoundingRadius->0], RectangleBox[{-2.42, 0}, {-2.4, 246}, + RoundingRadius->0], RectangleBox[{-2.4, 0}, {-2.38, 298}, + RoundingRadius->0], RectangleBox[{-2.38, 0}, {-2.36, 374}, + RoundingRadius->0], RectangleBox[{-2.36, 0}, {-2.34, 529}, + RoundingRadius->0], RectangleBox[{-2.34, 0}, {-2.32, 488}, + RoundingRadius->0], RectangleBox[{-2.32, 0}, {-2.3, 573}, + RoundingRadius->0], RectangleBox[{-2.3, 0}, {-2.28, 641}, + RoundingRadius->0], RectangleBox[{-2.28, 0}, {-2.26, 740}, + RoundingRadius->0], RectangleBox[{-2.26, 0}, {-2.24, 947}, + RoundingRadius->0], RectangleBox[{-2.24, 0}, {-2.22, 1125}, + RoundingRadius->0], RectangleBox[{-2.22, 0}, {-2.2, 1068}, + RoundingRadius->0], RectangleBox[{-2.2, 0}, {-2.18, 1380}, + RoundingRadius->0], RectangleBox[{-2.18, 0}, {-2.16, 1502}, + RoundingRadius->0], RectangleBox[{-2.16, 0}, {-2.14, 1795}, + RoundingRadius->0], RectangleBox[{-2.14, 0}, {-2.12, 1891}, + RoundingRadius->0], RectangleBox[{-2.12, 0}, {-2.1, 2201}, + RoundingRadius->0], RectangleBox[{-2.1, 0}, {-2.08, 2374}, + RoundingRadius->0], RectangleBox[{-2.08, 0}, {-2.06, 2552}, + RoundingRadius->0], RectangleBox[{-2.06, 0}, {-2.04, 2692}, + RoundingRadius->0], RectangleBox[{-2.04, 0}, {-2.02, 2735}, + RoundingRadius->0], RectangleBox[{-2.02, 0}, {-2., 2578}, + RoundingRadius->0], RectangleBox[{-2., 0}, {-1.98, 2882}, + RoundingRadius->0], RectangleBox[{-1.98, 0}, {-1.96, 3126}, + RoundingRadius->0], RectangleBox[{-1.96, 0}, {-1.94, 3202}, + RoundingRadius->0], RectangleBox[{-1.94, 0}, {-1.92, 3723}, + RoundingRadius->0], RectangleBox[{-1.92, 0}, {-1.9, 3554}, + RoundingRadius->0], RectangleBox[{-1.9, 0}, {-1.88, 3293}, + RoundingRadius->0], RectangleBox[{-1.88, 0}, {-1.86, 3684}, + RoundingRadius->0], RectangleBox[{-1.86, 0}, {-1.84, 3286}, + RoundingRadius->0], RectangleBox[{-1.84, 0}, {-1.82, 3441}, + RoundingRadius->0], RectangleBox[{-1.82, 0}, {-1.8, 2954}, + RoundingRadius->0], RectangleBox[{-1.8, 0}, {-1.78, 2967}, + RoundingRadius->0], RectangleBox[{-1.78, 0}, {-1.76, 2626}, + RoundingRadius->0], RectangleBox[{-1.76, 0}, {-1.74, 2502}, + RoundingRadius->0], RectangleBox[{-1.74, 0}, {-1.72, 2407}, + RoundingRadius->0], RectangleBox[{-1.72, 0}, {-1.7, 2115}, + RoundingRadius->0], RectangleBox[{-1.7, 0}, {-1.68, 1985}, + RoundingRadius->0], RectangleBox[{-1.68, 0}, {-1.66, 1984}, + RoundingRadius->0], RectangleBox[{-1.66, 0}, {-1.64, 1646}, + RoundingRadius->0], RectangleBox[{-1.64, 0}, {-1.62, 1359}, + RoundingRadius->0], RectangleBox[{-1.62, 0}, {-1.6, 1256}, + RoundingRadius->0], RectangleBox[{-1.6, 0}, {-1.58, 989}, + RoundingRadius->0], RectangleBox[{-1.58, 0}, {-1.56, 918}, + RoundingRadius->0], RectangleBox[{-1.56, 0}, {-1.54, 730}, + RoundingRadius->0], RectangleBox[{-1.54, 0}, {-1.52, 734}, + RoundingRadius->0], RectangleBox[{-1.52, 0}, {-1.5, 629}, + RoundingRadius->0], RectangleBox[{-1.5, 0}, {-1.48, 562}, + RoundingRadius->0], RectangleBox[{-1.48, 0}, {-1.46, 536}, + RoundingRadius->0], RectangleBox[{-1.46, 0}, {-1.44, 359}, + RoundingRadius->0], RectangleBox[{-1.44, 0}, {-1.42, 286}, + RoundingRadius->0], RectangleBox[{-1.42, 0}, {-1.4, 237}, + RoundingRadius->0], RectangleBox[{-1.4, 0}, {-1.38, 185}, + RoundingRadius->0], RectangleBox[{-1.38, 0}, {-1.36, 156}, + RoundingRadius->0], RectangleBox[{-1.36, 0}, {-1.34, 88}, + RoundingRadius->0], RectangleBox[{-1.34, 0}, {-1.32, 103}, + RoundingRadius->0], RectangleBox[{-1.32, 0}, {-1.3, 47}, + RoundingRadius->0], RectangleBox[{-1.3, 0}, {-1.28, 43}, + RoundingRadius->0], RectangleBox[{-1.28, 0}, {-1.26, 50}, + RoundingRadius->0], RectangleBox[{-1.26, 0}, {-1.24, 16}, + RoundingRadius->0], RectangleBox[{-1.24, 0}, {-1.22, 15}, + RoundingRadius->0], RectangleBox[{-1.22, 0}, {-1.2, 4}, + RoundingRadius->0]}, {}, {}}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->{True, False}, + AxesLabel->{ + FormBox["\"b\"", TraditionalForm], None}, + AxesOrigin->{-2.74, 0}, + FrameTicks->{{Automatic, Automatic}, {Automatic, Automatic}}, + GridLines->{None, None}, + ImageSize->250, + PlotRange->{{-2.74, -1.2}, {All, All}}, + PlotRangePadding->{{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.02], + Scaled[0.1]}}, + Ticks->{Automatic, None}], ",", + GraphicsBox[ + {RGBColor[0.798413061722744, 0.824719615472648, 0.968322270542458], + EdgeForm[Opacity[0.13999999999999999`]], {}, + {RGBColor[0.798413061722744, 0.824719615472648, 0.968322270542458], + EdgeForm[Opacity[0.13999999999999999`]], + RectangleBox[{1.922, 0}, {1.924, 2}, + RoundingRadius->0], RectangleBox[{1.924, 0}, {1.926, 1}, + RoundingRadius->0], RectangleBox[{1.93, 0}, {1.932, 4}, + RoundingRadius->0], RectangleBox[{1.932, 0}, {1.934, 6}, + RoundingRadius->0], RectangleBox[{1.934, 0}, {1.936, 7}, + RoundingRadius->0], RectangleBox[{1.936, 0}, {1.938, 2}, + RoundingRadius->0], RectangleBox[{1.938, 0}, {1.94, 14}, + RoundingRadius->0], RectangleBox[{1.94, 0}, {1.942, 18}, + RoundingRadius->0], RectangleBox[{1.942, 0}, {1.944, 32}, + RoundingRadius->0], RectangleBox[{1.944, 0}, {1.946, 45}, + RoundingRadius->0], RectangleBox[{1.946, 0}, {1.948, 50}, + RoundingRadius->0], RectangleBox[{1.948, 0}, {1.95, 72}, + RoundingRadius->0], RectangleBox[{1.95, 0}, {1.952, 88}, + RoundingRadius->0], RectangleBox[{1.952, 0}, {1.954, 113}, + RoundingRadius->0], RectangleBox[{1.954, 0}, {1.956, 186}, + RoundingRadius->0], RectangleBox[{1.956, 0}, {1.958, 240}, + RoundingRadius->0], RectangleBox[{1.958, 0}, {1.96, 275}, + RoundingRadius->0], RectangleBox[{1.96, 0}, {1.962, 306}, + RoundingRadius->0], RectangleBox[{1.962, 0}, {1.964, 371}, + RoundingRadius->0], RectangleBox[{1.964, 0}, {1.966, 600}, + RoundingRadius->0], RectangleBox[{1.966, 0}, {1.968, 609}, + RoundingRadius->0], RectangleBox[{1.968, 0}, {1.97, 683}, + RoundingRadius->0], RectangleBox[{1.97, 0}, {1.972, 977}, + RoundingRadius->0], RectangleBox[{1.972, 0}, {1.974, 1324}, + RoundingRadius->0], RectangleBox[{1.974, 0}, {1.976, 1354}, + RoundingRadius->0], RectangleBox[{1.976, 0}, {1.978, 1627}, + RoundingRadius->0], RectangleBox[{1.978, 0}, {1.98, 1670}, + RoundingRadius->0], RectangleBox[{1.98, 0}, {1.982, 1823}, + RoundingRadius->0], RectangleBox[{1.982, 0}, {1.984, 2271}, + RoundingRadius->0], RectangleBox[{1.984, 0}, {1.986, 2601}, + RoundingRadius->0], RectangleBox[{1.986, 0}, {1.988, 2853}, + RoundingRadius->0], RectangleBox[{1.988, 0}, {1.99, 2995}, + RoundingRadius->0], RectangleBox[{1.99, 0}, {1.992, 3227}, + RoundingRadius->0], RectangleBox[{1.992, 0}, {1.994, 3216}, + RoundingRadius->0], RectangleBox[{1.994, 0}, {1.996, 3350}, + RoundingRadius->0], RectangleBox[{1.996, 0}, {1.998, 3514}, + RoundingRadius->0], RectangleBox[{1.998, 0}, {2., 3654}, + RoundingRadius->0], RectangleBox[{2., 0}, {2.002, 3600}, + RoundingRadius->0], RectangleBox[{2.002, 0}, {2.004, 3787}, + RoundingRadius->0], RectangleBox[{2.004, 0}, {2.006, 3798}, + RoundingRadius->0], RectangleBox[{2.006, 0}, {2.008, 3546}, + RoundingRadius->0], RectangleBox[{2.008, 0}, {2.01, 3554}, + RoundingRadius->0], RectangleBox[{2.01, 0}, {2.012, 3212}, + RoundingRadius->0], RectangleBox[{2.012, 0}, {2.014, 3432}, + RoundingRadius->0], RectangleBox[{2.014, 0}, {2.016, 3174}, + RoundingRadius->0], RectangleBox[{2.016, 0}, {2.018, 2789}, + RoundingRadius->0], RectangleBox[{2.018, 0}, {2.02, 2655}, + RoundingRadius->0], RectangleBox[{2.02, 0}, {2.022, 2293}, + RoundingRadius->0], RectangleBox[{2.022, 0}, {2.024, 1961}, + RoundingRadius->0], RectangleBox[{2.024, 0}, {2.026, 1771}, + RoundingRadius->0], RectangleBox[{2.026, 0}, {2.028, 1560}, + RoundingRadius->0], RectangleBox[{2.028, 0}, {2.03, 1395}, + RoundingRadius->0], RectangleBox[{2.03, 0}, {2.032, 1197}, + RoundingRadius->0], RectangleBox[{2.032, 0}, {2.034, 1131}, + RoundingRadius->0], RectangleBox[{2.034, 0}, {2.036, 832}, + RoundingRadius->0], RectangleBox[{2.036, 0}, {2.038, 770}, + RoundingRadius->0], RectangleBox[{2.038, 0}, {2.04, 733}, + RoundingRadius->0], RectangleBox[{2.04, 0}, {2.042, 510}, + RoundingRadius->0], RectangleBox[{2.042, 0}, {2.044, 460}, + RoundingRadius->0], RectangleBox[{2.044, 0}, {2.046, 371}, + RoundingRadius->0], RectangleBox[{2.046, 0}, {2.048, 234}, + RoundingRadius->0], RectangleBox[{2.048, 0}, {2.05, 231}, + RoundingRadius->0], RectangleBox[{2.05, 0}, {2.052, 233}, + RoundingRadius->0], RectangleBox[{2.052, 0}, {2.054, 157}, + RoundingRadius->0], RectangleBox[{2.054, 0}, {2.056, 114}, + RoundingRadius->0], RectangleBox[{2.056, 0}, {2.058, 53}, + RoundingRadius->0], RectangleBox[{2.058, 0}, {2.06, 87}, + RoundingRadius->0], RectangleBox[{2.06, 0}, {2.062, 38}, + RoundingRadius->0], RectangleBox[{2.062, 0}, {2.064, 24}, + RoundingRadius->0], RectangleBox[{2.064, 0}, {2.066, 32}, + RoundingRadius->0], RectangleBox[{2.066, 0}, {2.068, 19}, + RoundingRadius->0], RectangleBox[{2.068, 0}, {2.07, 35}, + RoundingRadius->0], RectangleBox[{2.07, 0}, {2.072, 5}, + RoundingRadius->0], RectangleBox[{2.072, 0}, {2.074, 2}, + RoundingRadius->0], RectangleBox[{2.074, 0}, {2.076, 9}, + RoundingRadius->0], RectangleBox[{2.076, 0}, {2.078, 7}, + RoundingRadius->0], RectangleBox[{2.078, 0}, {2.08, 4}, + RoundingRadius->0], RectangleBox[{2.08, 0}, {2.082, 2}, + RoundingRadius->0], RectangleBox[{2.082, 0}, {2.084, 3}, + RoundingRadius->0], RectangleBox[{2.084, 0}, {2.086, 1}, + RoundingRadius->0]}, {}, {}}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->{True, False}, + AxesLabel->{ + FormBox["\"c\"", TraditionalForm], None}, + AxesOrigin->{1.922, 0}, + FrameTicks->{{Automatic, Automatic}, {Automatic, Automatic}}, + GridLines->{None, None}, + ImageSize->250, + PlotRange->{{1.922, 2.086}, {All, All}}, + PlotRangePadding->{{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.02], + Scaled[0.1]}}, + Ticks->{Automatic, None}], ",", + GraphicsBox[ + {RGBColor[0.798413061722744, 0.824719615472648, 0.968322270542458], + EdgeForm[Opacity[0.027999999999999997`]], {}, + {RGBColor[0.798413061722744, 0.824719615472648, 0.968322270542458], + EdgeForm[Opacity[0.027999999999999997`]], + RectangleBox[{6.22, 0}, {6.24, 1}, + RoundingRadius->0], RectangleBox[{6.24, 0}, {6.26, 9}, + RoundingRadius->0], RectangleBox[{6.28, 0}, {6.3, 5}, + RoundingRadius->0], RectangleBox[{6.3, 0}, {6.32, 10}, + RoundingRadius->0], RectangleBox[{6.32, 0}, {6.34, 22}, + RoundingRadius->0], RectangleBox[{6.34, 0}, {6.36, 42}, + RoundingRadius->0], RectangleBox[{6.36, 0}, {6.38, 55}, + RoundingRadius->0], RectangleBox[{6.38, 0}, {6.4, 27}, + RoundingRadius->0], RectangleBox[{6.4, 0}, {6.42, 28}, + RoundingRadius->0], RectangleBox[{6.42, 0}, {6.44, 99}, + RoundingRadius->0], RectangleBox[{6.44, 0}, {6.46, 56}, + RoundingRadius->0], RectangleBox[{6.46, 0}, {6.48, 116}, + RoundingRadius->0], RectangleBox[{6.48, 0}, {6.5, 93}, + RoundingRadius->0], RectangleBox[{6.5, 0}, {6.52, 123}, + RoundingRadius->0], RectangleBox[{6.52, 0}, {6.54, 224}, + RoundingRadius->0], RectangleBox[{6.54, 0}, {6.56, 183}, + RoundingRadius->0], RectangleBox[{6.56, 0}, {6.58, 207}, + RoundingRadius->0], RectangleBox[{6.58, 0}, {6.6, 236}, + RoundingRadius->0], RectangleBox[{6.6, 0}, {6.62, 326}, + RoundingRadius->0], RectangleBox[{6.62, 0}, {6.64, 297}, + RoundingRadius->0], RectangleBox[{6.64, 0}, {6.66, 297}, + RoundingRadius->0], RectangleBox[{6.66, 0}, {6.68, 382}, + RoundingRadius->0], RectangleBox[{6.68, 0}, {6.7, 387}, + RoundingRadius->0], RectangleBox[{6.7, 0}, {6.72, 383}, + RoundingRadius->0], RectangleBox[{6.72, 0}, {6.74, 508}, + RoundingRadius->0], RectangleBox[{6.74, 0}, {6.76, 488}, + RoundingRadius->0], RectangleBox[{6.76, 0}, {6.78, 492}, + RoundingRadius->0], RectangleBox[{6.78, 0}, {6.8, 596}, + RoundingRadius->0], RectangleBox[{6.8, 0}, {6.82, 717}, + RoundingRadius->0], RectangleBox[{6.82, 0}, {6.84, 1018}, + RoundingRadius->0], RectangleBox[{6.84, 0}, {6.86, 967}, + RoundingRadius->0], RectangleBox[{6.86, 0}, {6.88, 1350}, + RoundingRadius->0], RectangleBox[{6.88, 0}, {6.9, 1121}, + RoundingRadius->0], RectangleBox[{6.9, 0}, {6.92, 1340}, + RoundingRadius->0], RectangleBox[{6.92, 0}, {6.94, 1305}, + RoundingRadius->0], RectangleBox[{6.94, 0}, {6.96, 1298}, + RoundingRadius->0], RectangleBox[{6.96, 0}, {6.98, 1576}, + RoundingRadius->0], RectangleBox[{6.98, 0}, {7., 1625}, + RoundingRadius->0], RectangleBox[{7., 0}, {7.02, 1647}, + RoundingRadius->0], RectangleBox[{7.02, 0}, {7.04, 1930}, + RoundingRadius->0], RectangleBox[{7.04, 0}, {7.06, 2067}, + RoundingRadius->0], RectangleBox[{7.06, 0}, {7.08, 1840}, + RoundingRadius->0], RectangleBox[{7.08, 0}, {7.1, 2004}, + RoundingRadius->0], RectangleBox[{7.1, 0}, {7.12, 2130}, + RoundingRadius->0], RectangleBox[{7.12, 0}, {7.14, 2131}, + RoundingRadius->0], RectangleBox[{7.14, 0}, {7.16, 2338}, + RoundingRadius->0], RectangleBox[{7.16, 0}, {7.18, 2238}, + RoundingRadius->0], RectangleBox[{7.18, 0}, {7.2, 2438}, + RoundingRadius->0], RectangleBox[{7.2, 0}, {7.22, 2416}, + RoundingRadius->0], RectangleBox[{7.22, 0}, {7.24, 2640}, + RoundingRadius->0], RectangleBox[{7.24, 0}, {7.26, 2561}, + RoundingRadius->0], RectangleBox[{7.26, 0}, {7.28, 2602}, + RoundingRadius->0], RectangleBox[{7.28, 0}, {7.3, 2729}, + RoundingRadius->0], RectangleBox[{7.3, 0}, {7.32, 2437}, + RoundingRadius->0], RectangleBox[{7.32, 0}, {7.34, 2392}, + RoundingRadius->0], RectangleBox[{7.34, 0}, {7.36, 2395}, + RoundingRadius->0], RectangleBox[{7.36, 0}, {7.38, 2315}, + RoundingRadius->0], RectangleBox[{7.38, 0}, {7.4, 2246}, + RoundingRadius->0], RectangleBox[{7.4, 0}, {7.42, 2071}, + RoundingRadius->0], RectangleBox[{7.42, 0}, {7.44, 2316}, + RoundingRadius->0], RectangleBox[{7.44, 0}, {7.46, 2255}, + RoundingRadius->0], RectangleBox[{7.46, 0}, {7.48, 2068}, + RoundingRadius->0], RectangleBox[{7.48, 0}, {7.5, 1714}, + RoundingRadius->0], RectangleBox[{7.5, 0}, {7.52, 1576}, + RoundingRadius->0], RectangleBox[{7.52, 0}, {7.54, 1526}, + RoundingRadius->0], RectangleBox[{7.54, 0}, {7.56, 1507}, + RoundingRadius->0], RectangleBox[{7.56, 0}, {7.58, 1630}, + RoundingRadius->0], RectangleBox[{7.58, 0}, {7.6, 1305}, + RoundingRadius->0], RectangleBox[{7.6, 0}, {7.62, 1375}, + RoundingRadius->0], RectangleBox[{7.62, 0}, {7.64, 1117}, + RoundingRadius->0], RectangleBox[{7.64, 0}, {7.66, 1060}, + RoundingRadius->0], RectangleBox[{7.66, 0}, {7.68, 904}, + RoundingRadius->0], RectangleBox[{7.68, 0}, {7.7, 829}, + RoundingRadius->0], RectangleBox[{7.7, 0}, {7.72, 510}, + RoundingRadius->0], RectangleBox[{7.72, 0}, {7.74, 518}, + RoundingRadius->0], RectangleBox[{7.74, 0}, {7.76, 389}, + RoundingRadius->0], RectangleBox[{7.76, 0}, {7.78, 351}, + RoundingRadius->0], RectangleBox[{7.78, 0}, {7.8, 245}, + RoundingRadius->0], RectangleBox[{7.8, 0}, {7.82, 132}, + RoundingRadius->0], RectangleBox[{7.82, 0}, {7.84, 143}, + RoundingRadius->0], RectangleBox[{7.84, 0}, {7.86, 188}, + RoundingRadius->0], RectangleBox[{7.86, 0}, {7.88, 149}, + RoundingRadius->0], RectangleBox[{7.88, 0}, {7.9, 135}, + RoundingRadius->0], RectangleBox[{7.9, 0}, {7.92, 82}, + RoundingRadius->0], RectangleBox[{7.92, 0}, {7.94, 79}, + RoundingRadius->0], RectangleBox[{7.94, 0}, {7.96, 48}, + RoundingRadius->0], RectangleBox[{7.96, 0}, {7.98, 72}, + RoundingRadius->0], RectangleBox[{7.98, 0}, {8., 51}, + RoundingRadius->0], RectangleBox[{8., 0}, {8.02, 19}, + RoundingRadius->0], RectangleBox[{8.02, 0}, {8.04, 12}, + RoundingRadius->0], RectangleBox[{8.04, 0}, {8.06, 39}, + RoundingRadius->0], RectangleBox[{8.06, 0}, {8.08, 19}, + RoundingRadius->0], RectangleBox[{8.08, 0}, {8.1, 29}, + RoundingRadius->0], RectangleBox[{8.1, 0}, {8.12, 14}, + RoundingRadius->0], RectangleBox[{8.12, 0}, {8.14, 13}, + RoundingRadius->0], RectangleBox[{8.14, 0}, {8.16, 6}, + RoundingRadius->0]}, {}, {}}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->{True, False}, + AxesLabel->{ + FormBox["\"d\"", TraditionalForm], None}, + AxesOrigin->{6.22, 0}, + FrameTicks->{{Automatic, Automatic}, {Automatic, Automatic}}, + GridLines->{None, None}, + ImageSize->250, + PlotRange->{{6.22, 8.16}, {All, All}}, + PlotRangePadding->{{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.02], + Scaled[0.1]}}, + Ticks->{Automatic, None}]}], "}"}]], "Output", + CellChangeTimes->{ + 3.532814194723003*^9, {3.532814242291733*^9, 3.532814265679334*^9}, { + 3.532814558103692*^9, 3.532814591328485*^9}, {3.532814769881647*^9, + 3.532814793244091*^9}, 3.532814863450305*^9, 3.532815013362019*^9, { + 3.532815105988823*^9, 3.532815146007161*^9}, 3.53281524954426*^9, + 3.532815334175509*^9, 3.532815501545065*^9, {3.532816064314044*^9, + 3.532816088635428*^9}, 3.532816138304587*^9, 3.532822602580641*^9, + 3.532822664517603*^9, 3.53282760304772*^9, 3.532827682668352*^9, + 3.532827740272399*^9, 3.532832981795433*^9, {3.532877301440702*^9, + 3.532877312665293*^9}, 3.532877375844033*^9, 3.532889984752663*^9, + 3.532904205648501*^9, 3.532904851184289*^9, 3.532914387807757*^9, + 3.535932307161292*^9, 3.53695877452464*^9, 3.536959088755789*^9, + 3.536959264590485*^9, 3.536959298827192*^9, 3.536959390204209*^9, { + 3.536960048796137*^9, 3.536960071883321*^9}, 3.536960517888471*^9, + 3.536960716151445*^9, 3.536960750678051*^9, 3.537030155971631*^9, + 3.537030238677665*^9, {3.6305587927074823`*^9, 3.630558807437377*^9}, + 3.632970294524981*^9, + 3.63302047610375*^9},ExpressionUUID->"42a3aba1-b4a1-4367-8345-\ +9418561858f0"] +}, Open ]] +}, Open ]] +}, Closed]], + +Cell[CellGroupData[{ + +Cell["\<\ +MCMCModelFit real-world[ish] example: fitting radial velocity data from an \ +eccentric stellar binary\ +\>", "Section", + CellChangeTimes->{{3.532914607129857*^9, 3.532914640475357*^9}, { + 3.532969539505485*^9, 3.532969552465427*^9}, {3.632970770317518*^9, + 3.6329707733146553`*^9}},ExpressionUUID->"86631ecd-34e9-437c-a06d-\ +a8077445326e"], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{ + RowBox[{ + RowBox[{"rvdata", "=", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"55308.9298`", ",", + RowBox[{"-", "10.58`"}], ",", + RowBox[{"-", "19.61`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55310.6587`", ",", + RowBox[{"-", "8.07`"}], ",", + RowBox[{"-", "21.3`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55310.9353`", ",", + RowBox[{"-", "7.51`"}], ",", + RowBox[{"-", "22.83`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55311.8277`", ",", + RowBox[{"-", "3.54`"}], ",", + RowBox[{"-", "26.81`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55311.8353`", ",", + RowBox[{"-", "3.38`"}], ",", + RowBox[{"-", "26.77`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55311.8427`", ",", + RowBox[{"-", "3.33`"}], ",", + RowBox[{"-", "26.82`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55311.8775`", ",", + RowBox[{"-", "3.1`"}], ",", + RowBox[{"-", "27.24`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55311.9883`", ",", + RowBox[{"-", "2.07`"}], ",", + RowBox[{"-", "28.01`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55312.1251`", ",", + RowBox[{"-", "1.02`"}], ",", + RowBox[{"-", "28.79`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55312.1265`", ",", + RowBox[{"-", "1.03`"}], ",", + RowBox[{"-", "28.93`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55312.1278`", ",", + RowBox[{"-", "1.13`"}], ",", + RowBox[{"-", "28.9`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55312.1292`", ",", + RowBox[{"-", "0.99`"}], ",", + RowBox[{"-", "28.85`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55312.8216`", ",", + RowBox[{"-", "7.07`"}], ",", + RowBox[{"-", "24.23`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55312.83`", ",", + RowBox[{"-", "7.1`"}], ",", + RowBox[{"-", "23.91`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55312.8899`", ",", + RowBox[{"-", "8.37`"}], ",", + RowBox[{"-", "22.69`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55312.9897`", ",", + RowBox[{"-", "9.42`"}], ",", + RowBox[{"-", "20.12`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55313.9043`", ",", + RowBox[{"-", "16.45`"}], ",", + RowBox[{"-", "13.73`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55313.9888`", ",", + RowBox[{"-", "17.13`"}], ",", + RowBox[{"-", "13.47`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55314.8513`", ",", + RowBox[{"-", "17.92`"}], ",", + RowBox[{"-", "12.81`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55314.9021`", ",", + RowBox[{"-", "18.43`"}], ",", + RowBox[{"-", "12.43`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55315.0767`", ",", + RowBox[{"-", "18.24`"}], ",", + RowBox[{"-", "12.32`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55315.913`", ",", + RowBox[{"-", "18.75`"}], ",", + RowBox[{"-", "12.32`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55316.8788`", ",", + RowBox[{"-", "19.12`"}], ",", + RowBox[{"-", "11.9`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55317.87`", ",", + RowBox[{"-", "18.23`"}], ",", + RowBox[{"-", "12.06`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55318.9274`", ",", + RowBox[{"-", "18.45`"}], ",", + RowBox[{"-", "11.91`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55319.0179`", ",", + RowBox[{"-", "18.32`"}], ",", + RowBox[{"-", "12.25`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55319.9909`", ",", + RowBox[{"-", "18.47`"}], ",", + RowBox[{"-", "12.04`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55320.9937`", ",", + RowBox[{"-", "18.44`"}], ",", + RowBox[{"-", "12.26`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55321.0389`", ",", + RowBox[{"-", "18.`"}], ",", + RowBox[{"-", "12.6`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55321.9376`", ",", + RowBox[{"-", "18.42`"}], ",", + RowBox[{"-", "12.23`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55342.9718`", ",", + RowBox[{"-", "14.41`"}], ",", + RowBox[{"-", "16.09`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55343.9095`", ",", + RowBox[{"-", "14.03`"}], ",", + RowBox[{"-", "16.3`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55344.8253`", ",", + RowBox[{"-", "13.87`"}], ",", + RowBox[{"-", "16.45`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55345.8418`", ",", + RowBox[{"-", "13.55`"}], ",", + RowBox[{"-", "17.12`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55346.7917`", ",", + RowBox[{"-", "13.32`"}], ",", + RowBox[{"-", "16.99`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55347.8754`", ",", + RowBox[{"-", "12.61`"}], ",", + RowBox[{"-", "17.79`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55348.7957`", ",", + RowBox[{"-", "12.73`"}], ",", + RowBox[{"-", "17.5`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55349.836`", ",", + RowBox[{"-", "11.9`"}], ",", + RowBox[{"-", "18.97`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55352.7859`", ",", + RowBox[{"-", "7.26`"}], ",", + RowBox[{"-", "22.86`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55352.8244`", ",", + RowBox[{"-", "7.07`"}], ",", + RowBox[{"-", "22.86`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55352.985`", ",", + RowBox[{"-", "6.72`"}], ",", + RowBox[{"-", "23.7`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55353.779`", ",", + RowBox[{"-", "2.21`"}], ",", + RowBox[{"-", "27.67`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55353.7974`", ",", + RowBox[{"-", "1.92`"}], ",", + RowBox[{"-", "27.52`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55353.9845`", ",", + RowBox[{"-", "0.9`"}], ",", + RowBox[{"-", "29.34`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55366.9826`", ",", + RowBox[{"-", "17.77`"}], ",", + RowBox[{"-", "12.78`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55367.8032`", ",", + RowBox[{"-", "17.85`"}], ",", + RowBox[{"-", "12.72`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55368.7601`", ",", + RowBox[{"-", "17.46`"}], ",", + RowBox[{"-", "13.05`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55369.7711`", ",", + RowBox[{"-", "17.29`"}], ",", + RowBox[{"-", "13.36`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55370.7447`", ",", + RowBox[{"-", "17.4`"}], ",", + RowBox[{"-", "12.99`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55373.759`", ",", + RowBox[{"-", "17.42`"}], ",", + RowBox[{"-", "13.17`"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"55376.9083`", ",", + RowBox[{"-", "16.44`"}], ",", + RowBox[{"-", "14.22`"}]}], "}"}]}], "}"}]}], ";"}], + "\n"}], "\[IndentingNewLine]", + RowBox[{"ListPlot", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"rvdata", "[", + RowBox[{"[", + RowBox[{"All", ",", + RowBox[{"1", ";;", "2"}]}], "]"}], "]"}], ",", + RowBox[{"rvdata", "[", + RowBox[{"[", + RowBox[{"All", ",", + RowBox[{"{", + RowBox[{"1", ",", "3"}], "}"}]}], "]"}], "]"}]}], "}"}], ",", + RowBox[{"Joined", "\[Rule]", "False"}]}], "]"}]}], "Input", + CellChangeTimes->{{3.532964626838327*^9, 3.532964629185922*^9}, { + 3.532964895668054*^9, 3.53296490473066*^9}, {3.532964934830584*^9, + 3.532964939249485*^9}, {3.532964971580177*^9, 3.532964973069451*^9}, { + 3.532965040501927*^9, 3.532965043329079*^9}, {3.532972878576648*^9, + 3.532972915724062*^9}},ExpressionUUID->"b7a5e82e-939f-4dad-9b5f-\ +1f215b13a4f0"], + +Cell[BoxData[ + GraphicsBox[{{}, { + {RGBColor[0.24720000000000014`, 0.24, 0.6], PointBox[CompressedData[" +1:eJxTTMoPSmViYGAwBmIQ/evt6wNzGV87aMb0H/qqoXpgD6uQyFUgf0mBLdd1 +ZYUD/5x/vb0L5HNdXwwUkTtwd2tLzS8gP2iHXOvrQJ4DpwWO7/oFl+c+0P03 +9fsvmP7FXAc8HlaJ/AHyz54BAY4DIUHqC/4D+SDbYvoZDohvv8jAwgQz78P+ +uF2ePCB+tcg694dVH/b3sX0QA/HBXJFP+69yZiiB+GDuuvf7fUV7vKSAfJA9 +69xlDnwDmgrip4GBzIHpE/irZIB8kGsK9iocmB06f7U8kA927nWlAzt72T7Y +APnGIFBscODkU/sl9kA+2DhFwwPJ9Tdto4H8N4EgBxoeADr3XgzM/jyjA5/7 +gkuSYObbGh1YcczbvBbIZwCBA0YHynUV5ecA+fJA3+2QMz5QCFS4G+Y/K6MD +pw47rb0Lt9/oQDDr4kkP4OFhdGDzq+Kt/4F8MLfC6IDjx+Qz8syvHQrBFhod +qDJbbafIDLWPwQgcnnbMUPdmGx3wCPgjcZ8Vat5FnQPl++ZL/WWFhj+/zoE1 +3bczpNhg4aMNDg8rIH/WTCCQ1D7AYTs7NJINFp9aB2LvuDHXsEHdY6F5YN2N ++LKZQD4o3A+Vah7IF2o+sIsNFt/qB/YdFFeTZIelD9kDt6RrEqXYEfEFcpc8 +OzS8H0odKM6Y+NaCHRa/jAesGX1bLNmh9u34t/+uClujPTvM/Df7lfpKC+9z +vHYAB+9RwwOtNRc2/+SAuv+m4QEzm71BEpww9xkesHtxc40FJ9Q9XoYHtCWm +XgnnhKUXwwOmwAS4gxMWfoYH4jVPC8hywcLb4AAA0SR6UA== + "]]}, + {RGBColor[0.6, 0.24, 0.4428931686004542], PointBox[CompressedData[" +1:eJxNkm1IU2EUx+e13b0QJLJyrnIo0e6dBTNzW9uds4KyFyFnItFKUgy/qSwT +1qIi98lyFUSYloF+CGYSiLSs5J9SkS5KUMpymR8KaRlG9DY0e57x3PDA5fLj +ec55/ud/TnZVnaeGUygU+eSj/8RcHDdS4kXe0NAPoSMfD5XpugnCL6Ik9hfg +787EXIywrnf3jH/cilh/cyBBmF73vnRgNO3ZAOVgvDSS9cSBlsWaX5Q9kaxg +fMyB4hm/boGwS/u6q97lxEGP6dYS4WGSHuIkZNwbU6zg4kXJ4xEJRwf2rKRM +n9N9ldDKz6+hfJzGJwkTmtocytfbSExKKFl9Ya+B8Ckq0GHHT1KWskgbmrXh +2qVV/nWEG6iAu1a0l3eGjYSNScFbcf8iPy8RpnlDjbl4/tHd7Zbvz5tRfWbS +dVi+f1MEkfveyzG/pgR8by07UUW4u54mCLj9dJ/t9DJu2pxt7OCYn1ETaN0H +/98XMDK8406Mk/0yoUzZdeUDYQWNswL6Pvv6lzjmv07A9m/VUWMq8zsowG8N +F2YTzk+GmPSzMFXuR0DxgQX9tDJeRO3VZljQNNhpWFTK87Wgp+VdrYFn+T5L +0g8HL+vLg9rVXn6IZ/NbtODI1K7UAC/PKw+9bypPtvGy3jzUpZ/HAGHaTunv +LRh8nLExUyX7ZcXbtYFjhmVM+zaq2Pt9NvhqL8/ZCX+h7YWdcKaUNG9Tyf06 +EdvAn3OrWD8VLuS0NjZMq9k+hkQEA6/6/qjZ/OpFWKVHHr2G7UumGYWzkz12 +DdMXMSNXf3W8QsP2JyGigCxgRCPXN6NSHE1br5XrbcI/QTh/JQ== + "]]}}, {}}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + AxesOrigin->{55308.9298, -29.34}, + Frame->True, + FrameLabel->{None, None}, + Method->{}, + PlotRange->{{55308.9298, 55376.9083}, {-29.34, 0}}, + PlotRangeClipping->True, + PlotRangePadding->{{1.3595700000000943`, 1.3595700000000943`}, {0.5868, + 0.5868}}]], "Output", + CellChangeTimes->{{3.5329649936221*^9, 3.532965024571127*^9}, + 3.532965446191038*^9, 3.532971750151734*^9, 3.532972916740118*^9, + 3.532975697520777*^9, 3.53331905462522*^9, 3.535931968425888*^9, + 3.536960961074692*^9, 3.536963563321987*^9, 3.630550974145454*^9, + 3.6305588253140993`*^9, 3.632970312989855*^9, + 3.633020602058178*^9},ExpressionUUID->"32757591-9422-44b4-a1a1-\ +e44d79de1173"] +}, Open ]], + +Cell[BoxData[{ + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"GetTrueAnomaly", "[", + RowBox[{"e_", "?", "NumericQ"}], "]"}], "/;", + RowBox[{"(", + RowBox[{"0", "\[LessEqual]", "e", "<", "1"}], ")"}]}], ":=", + RowBox[{"Module", "[", + RowBox[{ + RowBox[{"{", "int", "}"}], ",", + RowBox[{ + RowBox[{"int", "=", + RowBox[{"Interpolation", "[", + RowBox[{"Reverse", "/@", + RowBox[{"Join", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"{", + RowBox[{ + RowBox[{"-", "Pi"}], ",", + RowBox[{"-", "Pi"}]}], "}"}], "}"}], ",", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"f", ",", + RowBox[{"Re", "[", + RowBox[{ + RowBox[{"2", " ", + RowBox[{"ArcTan", "[", + RowBox[{ + RowBox[{"(", + RowBox[{ + RowBox[{"(", + RowBox[{"1", "-", "e"}], ")"}], " ", + RowBox[{"Tan", "[", + RowBox[{"f", "/", "2"}], "]"}]}], ")"}], "/", + RowBox[{"Sqrt", "[", + RowBox[{"1", "-", + RowBox[{"e", "^", "2"}]}], "]"}]}], "]"}]}], "-", + RowBox[{ + RowBox[{"(", + RowBox[{"e", " ", + RowBox[{"Sin", "[", "f", "]"}], " ", + RowBox[{"Sqrt", "[", + RowBox[{"1", "-", + RowBox[{"e", "^", "2"}]}], "]"}]}], ")"}], "/", + RowBox[{"(", + RowBox[{"1", "+", + RowBox[{"e", " ", + RowBox[{"Cos", "[", "f", "]"}]}]}], ")"}]}]}], "]"}]}], + "}"}], ",", + RowBox[{"{", + RowBox[{"f", ",", + RowBox[{ + RowBox[{"-", "Pi"}], "+", + RowBox[{"2", + RowBox[{"Pi", "/", "1000."}]}]}], ",", + RowBox[{"Pi", "-", + RowBox[{"2", + RowBox[{"Pi", "/", "1000"}]}]}], ",", + RowBox[{"2", " ", + RowBox[{"Pi", "/", "1000."}]}]}], "}"}]}], "]"}], ",", + RowBox[{"{", + RowBox[{"{", + RowBox[{"Pi", ",", "Pi"}], "}"}], "}"}]}], "]"}]}], "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{ + RowBox[{"(", + RowBox[{ + RowBox[{ + RowBox[{"Evaluate", "[", "int", "]"}], "[", + RowBox[{ + RowBox[{"Mod", "[", + RowBox[{ + RowBox[{"#", "+", "Pi"}], ",", + RowBox[{"2", "Pi"}]}], "]"}], "-", "Pi"}], "]"}], "+", + RowBox[{ + RowBox[{"Round", "[", + RowBox[{ + RowBox[{"#", "/", "2"}], "/", "Pi"}], "]"}], "*", "2", " ", + "Pi"}]}], ")"}], "&"}]}]}], "]"}]}], ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"GetTrueAnomaly", "[", "espec_List", "]"}], ":=", + RowBox[{"Module", "[", + RowBox[{ + RowBox[{"{", "func", "}"}], ",", + RowBox[{"Interpolation", "[", + RowBox[{"Flatten", "[", + RowBox[{ + RowBox[{"Table", "[", + RowBox[{ + RowBox[{ + RowBox[{"func", "=", + RowBox[{"GetTrueAnomaly", "[", "e", "]"}]}], ";", + "\[IndentingNewLine]", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"e", ",", "\[Nu]", ",", + RowBox[{"func", "[", "\[Nu]", "]"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{"\[Nu]", ",", + RowBox[{"-", "Pi"}], ",", "Pi", ",", + RowBox[{"2", " ", + RowBox[{"Pi", "/", "1000."}]}]}], "}"}]}], "]"}]}], ",", + RowBox[{"{", + RowBox[{"e", ",", + RowBox[{"espec", "[", + RowBox[{"[", "1", "]"}], "]"}], ",", + RowBox[{"espec", "[", + RowBox[{"[", "2", "]"}], "]"}], ",", + RowBox[{"espec", "[", + RowBox[{"[", "3", "]"}], "]"}]}], "}"}]}], "]"}], ",", "1"}], + "]"}], "]"}]}], "]"}]}], ";"}], + "\[IndentingNewLine]"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"\[CapitalOmega]", "=", + RowBox[{ + RowBox[{"Convert", "[", + RowBox[{ + RowBox[{"2", + RowBox[{ + RowBox[{"Pi", "/", "41.8"}], "/", "Day"}]}], ",", "Hertz"}], "]"}], + "/", "Hertz"}]}], ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"fint", "=", + RowBox[{"GetTrueAnomaly", "[", + RowBox[{"{", + RowBox[{".7", ",", ".93", ",", ".001"}], "}"}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"Clear", "[", "ffunc", "]"}], ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"ffunc", "[", + RowBox[{"e_", ",", "\[Nu]_"}], "]"}], ":=", + RowBox[{"If", "[", + RowBox[{ + RowBox[{".7", "<", "e", "<", ".93"}], ",", + RowBox[{"fint", "[", + RowBox[{"e", ",", "\[Nu]"}], "]"}], ",", "70"}], "]"}]}], ";"}], + "\[IndentingNewLine]"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"rvmodelcomp", "=", + RowBox[{"Compile", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + "K", ",", "e", ",", "phorad", ",", "Tp", ",", "V", ",", "Per", ",", + "t"}], "}"}], ",", + RowBox[{"(", + RowBox[{"(", + RowBox[{ + RowBox[{"K", + RowBox[{"(", + RowBox[{ + RowBox[{"e", " ", + RowBox[{"Sin", "[", "phorad", "]"}]}], "+", + RowBox[{"Sin", "[", + RowBox[{"phorad", "-", + RowBox[{"ffunc", "[", + RowBox[{"e", ",", + RowBox[{ + RowBox[{"Mod", "[", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"(", + RowBox[{"t", "-", "Tp"}], ")"}], "/", "Per"}], "*", "2", + "Pi"}], "+", "Pi"}], ",", + RowBox[{"2", "Pi"}]}], "]"}], "-", "Pi"}]}], "]"}]}], + "]"}]}], ")"}]}], "+", "V"}], ")"}], ")"}]}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"rvmodel", "[", + RowBox[{ + RowBox[{"K_", "?", "NumericQ"}], ",", + RowBox[{"e_", "?", "NumericQ"}], ",", + RowBox[{"phorad_", "?", "NumericQ"}], ",", + RowBox[{"Tp_", "?", "NumericQ"}], ",", + RowBox[{"V_", "?", "NumericQ"}], ",", + RowBox[{"Per_", "?", "NumericQ"}], ",", + RowBox[{"t_", "?", "NumericQ"}]}], "]"}], ":=", + RowBox[{"rvmodelcomp", "[", + RowBox[{ + "K", ",", "e", ",", "phorad", ",", "Tp", ",", "V", ",", "Per", ",", + "t"}], "]"}]}], ";"}], "\[IndentingNewLine]"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"Sp", "[", "x__List", "]"}], "/;", + RowBox[{ + RowBox[{"(", + RowBox[{"Equal", "@@", + RowBox[{"Length", "/@", + RowBox[{"{", "x", "}"}]}]}], ")"}], "&&", + RowBox[{ + RowBox[{"Length", "[", + RowBox[{"{", "x", "}"}], "]"}], ">", "1"}]}]}], ":=", + RowBox[{"Transpose", "[", + RowBox[{"{", "x", "}"}], "]"}]}], ";"}]}], "Input", + CellChangeTimes->CompressedData[" +1:eJxTTMoPSmViYGAQBmIQPflyVNKMoFeOwp+XgunNCV+bQfTERPFWEK065VYH +iD7xO70TRJ+fUNQLoj9aLALTYrcvzwDR04+nzATRFs1p80D0rKycNSA6geXC +JhBtG5+9GUQ/59feAaIX7r21E0S/KrU4C6JF6+eA6W0M6VdAdM6d2dfB9EvG +OyBadlU1mN5XabJvJpAWeLbqKIjuv+Z5DkTPEP4BpmVb026B6JwDvg9A9J60 +8KcgOsQ64RmI3npg+lsQvb3y73sQ7VbHYTQHSDdnTbIF0etvSQjPBdIZk39I +geirG9SUQPTyKT5gGgAUAaMY + + "],ExpressionUUID->"ae2b519e-8abd-43c6-9d4a-605a9175a5ba"], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{ + RowBox[{"s", "=", ".2"}], ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"rvmcmc", "=", + RowBox[{"MCMCModelFit", "[", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "1", "]"}], "]"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "2", "]"}], "]"}], ",", + RowBox[{"#", "[", + RowBox[{"[", "3", "]"}], "]"}]}], "}"}]}], "}"}], "&"}], "/@", + "rvdata"}], ",", + RowBox[{ + RowBox[{ + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"#", "[", + RowBox[{"[", "2", "]"}], "]"}], ",", + RowBox[{"#", "[", + RowBox[{"[", "3", "]"}], "]"}]}], "}"}], "&"}], "/@", "rvdata"}], "/.", + RowBox[{ + RowBox[{"_", "?", "NumericQ"}], "\[Rule]", ".5"}]}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"rvmodel", "[", + RowBox[{"K1", ",", "e", ",", + RowBox[{"pho", " ", + RowBox[{"Pi", "/", "180."}]}], ",", "Tp", ",", "V", ",", "Porb", + ",", "t"}], "]"}], ",", + RowBox[{"rvmodel", "[", + RowBox[{ + RowBox[{"K1", "/", "q"}], ",", "e", ",", + RowBox[{ + RowBox[{"pho", " ", + RowBox[{"Pi", "/", "180"}]}], "+", "Pi"}], ",", "Tp", ",", "V", + ",", "Porb", ",", "t"}], "]"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"K1", ",", "9.35", ",", + RowBox[{"0.5", " ", "s"}], ",", "Real"}], "}"}], ",", + RowBox[{"{", + RowBox[{"q", ",", "1.06", ",", + RowBox[{".05", " ", "s"}], ",", "Real"}], "}"}], ",", + RowBox[{"{", + RowBox[{"e", ",", ".834", ",", + RowBox[{".02", " ", "s"}], ",", "Real"}], "}"}], ",", + RowBox[{"{", + RowBox[{"pho", ",", "49.5", ",", + RowBox[{"3", "s"}], ",", "Real"}], "}"}], ",", + RowBox[{"{", + RowBox[{"Tp", ",", "55312", ",", + RowBox[{".05", " ", "s"}], ",", "Real"}], "}"}], ",", + RowBox[{"{", + RowBox[{"V", ",", + RowBox[{"-", "15"}], ",", + RowBox[{".2", " ", "s"}], ",", "Real"}], "}"}], ",", + RowBox[{"{", + RowBox[{"Porb", ",", "41.8051", ",", + RowBox[{".1", "s"}], ",", "Real"}], "}"}]}], "}"}], ",", + RowBox[{"{", "t", "}"}], ",", + RowBox[{"10", "^", "5"}], ",", + RowBox[{"\"\<ProgressInterval\>\"", "\[Rule]", "10"}], ",", + RowBox[{"\"\<MakeBestFitPlot\>\"", "\[Rule]", "True"}]}], "]"}]}], + "\[IndentingNewLine]"}], "\[IndentingNewLine]", + RowBox[{"rvmcmc", "[", "\"\<BestFitPlot\>\"", "]"}], "\[IndentingNewLine]", + RowBox[{"rvmcmc", "[", + RowBox[{"{", + RowBox[{ + "\"\<BestFitParameters\>\"", ",", "\"\<ParameterErrors\>\"", ",", + "\"\<TimeSpent\>\"", ",", "\"\<CorrelationMatrix\>\"", ",", + "\"\<AverageAcceptance\>\"", ",", "\"\<BestFitReducedChisq\>\""}], "}"}], + "]"}]}], "Input", + CellChangeTimes->{{3.532964626838327*^9, 3.532964629185922*^9}, { + 3.532964895668054*^9, 3.53296490473066*^9}, {3.532964934830584*^9, + 3.532964939249485*^9}, {3.532964971580177*^9, 3.532964973069451*^9}, { + 3.532965062620494*^9, 3.532965067149364*^9}, {3.532965107203518*^9, + 3.532965219388013*^9}, {3.532965270500534*^9, 3.532965275355376*^9}, { + 3.532965313345691*^9, 3.532965326835648*^9}, {3.532965481764394*^9, + 3.532965484890513*^9}, {3.532965539218837*^9, 3.532965564870657*^9}, { + 3.532965600059744*^9, 3.532965603864516*^9}, {3.532967409639861*^9, + 3.532967469340584*^9}, {3.532967538307441*^9, 3.532967543752392*^9}, { + 3.532967635203749*^9, 3.532967682429739*^9}, {3.532967722731291*^9, + 3.532967731007242*^9}, {3.532967788742274*^9, 3.532967807921108*^9}, + 3.532970220689944*^9, {3.532970326447808*^9, 3.532970339318149*^9}, { + 3.532970473037209*^9, 3.532970519688171*^9}, {3.532971979397425*^9, + 3.532971983511436*^9}, {3.532972053504365*^9, 3.53297206546476*^9}, { + 3.532972247409362*^9, 3.532972250720327*^9}, {3.532972377727822*^9, + 3.532972377920663*^9}, {3.532972537478139*^9, 3.532972554486583*^9}, { + 3.532972602729788*^9, 3.532972635692102*^9}, 3.53297267024915*^9, { + 3.532972721811187*^9, 3.532972726055702*^9}, 3.532972841202227*^9, { + 3.532972921610398*^9, 3.532972955835437*^9}, {3.532973067792101*^9, + 3.532973101327055*^9}, {3.532973812970269*^9, 3.532973820371005*^9}, { + 3.532973858855878*^9, 3.532973859794415*^9}, {3.532974211534627*^9, + 3.532974213415843*^9}, {3.532974318821637*^9, 3.532974342864676*^9}, + 3.532974406079795*^9, 3.532974473596199*^9, {3.532974511141216*^9, + 3.532974556241839*^9}, 3.532974590187118*^9, 3.532974624224576*^9, + 3.532974654241054*^9, {3.532974696225863*^9, 3.532974730468733*^9}, { + 3.532975730598407*^9, 3.532975759130976*^9}, {3.532975803446002*^9, + 3.532975816177726*^9}, 3.53297588688391*^9, 3.532976448976735*^9, + 3.53297648572179*^9, {3.532976525360615*^9, 3.532976532010823*^9}, { + 3.532976568731845*^9, 3.53297656952009*^9}, 3.53297661798981*^9, { + 3.532976651375002*^9, 3.53297665193609*^9}, 3.532976697047226*^9, + 3.532976757474657*^9, {3.532976802706431*^9, 3.532976848442917*^9}, + 3.532976927651168*^9, 3.533319147753293*^9, 3.537030300645393*^9, { + 3.63055893343047*^9, + 3.6305589390355043`*^9}},ExpressionUUID->"1128497d-e9e0-47c7-a853-\ +9d18262a24ff"], + +Cell[BoxData[ + RowBox[{"\<\"MCMCResult\"\>", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"K1", "\[Rule]", "9.180460919864995`"}], ",", + RowBox[{"q", "\[Rule]", "1.035888358306958`"}], ",", + RowBox[{"e", "\[Rule]", "0.8312422234611634`"}], ",", + RowBox[{"pho", "\[Rule]", "50.58114624162343`"}], ",", + RowBox[{"Tp", "\[Rule]", "55312.62177045739`"}], ",", + RowBox[{"V", "\[Rule]", + RowBox[{"-", "15.260721742017866`"}]}], ",", + RowBox[{"Porb", "\[Rule]", "41.822315872129906`"}]}], "}"}], + ",", "\<\"\[LeftSkeleton]100000\[RightSkeleton]\"\>"}], "]"}]], "Output", + CellChangeTimes->{ + 3.532965449201366*^9, 3.532965485776818*^9, 3.532965544272182*^9, { + 3.532965597142304*^9, 3.532965614757547*^9}, 3.532967444049043*^9, + 3.532967483782074*^9, 3.532967556419057*^9, {3.532967650113426*^9, + 3.532967674629572*^9}, {3.532967721162192*^9, 3.532967732353171*^9}, + 3.532967782190297*^9, 3.532967858325647*^9, 3.53296831246825*^9, + 3.532969624995677*^9, {3.532970203236199*^9, 3.532970225099516*^9}, + 3.532970268674634*^9, 3.532970302262517*^9, 3.532970340221238*^9, + 3.532970382368277*^9, 3.53297049004172*^9, 3.532970522099133*^9, + 3.532971825239253*^9, 3.532972029338281*^9, 3.532972077868014*^9, + 3.532972119020405*^9, 3.532972193148625*^9, 3.532972238848951*^9, + 3.532972311351894*^9, 3.532972422524095*^9, 3.532972555312161*^9, { + 3.532972605497568*^9, 3.53297263337356*^9}, {3.532972663458548*^9, + 3.532972692518633*^9}, 3.532972749494878*^9, 3.532972897335083*^9, + 3.532972947056066*^9, 3.532973014254034*^9, {3.532973049990666*^9, + 3.532973102455456*^9}, 3.532973195857685*^9, 3.532973435491782*^9, { + 3.532973821207036*^9, 3.532973845138345*^9}, 3.532974080291778*^9, { + 3.53297431961649*^9, 3.53297435532281*^9}, 3.532974397641064*^9, { + 3.53297447620883*^9, 3.532974503212415*^9}, 3.532974582655037*^9, + 3.532974614952439*^9, 3.532974648481029*^9, {3.532974703818438*^9, + 3.532974711076592*^9}, 3.532974966532693*^9, 3.532975742970611*^9, { + 3.532975785684254*^9, 3.53297581054644*^9}, 3.532975840999365*^9, + 3.532975880625416*^9, 3.532975911273784*^9, 3.532976475673032*^9, + 3.532976509991138*^9, 3.532976557080371*^9, 3.532976593609882*^9, + 3.532976642247031*^9, 3.532976677696332*^9, {3.532976750926095*^9, + 3.532976785670306*^9}, 3.53297687386363*^9, 3.532976954866662*^9, + 3.533319092241662*^9, 3.533319388518166*^9, 3.535932224804205*^9, + 3.536963809903489*^9, 3.536964321063943*^9, 3.630558940547274*^9, + 3.630559108929467*^9, 3.632970505678615*^9, + 3.633020790486397*^9},ExpressionUUID->"89750028-d523-46da-940f-\ +567f4fa191d1"], + +Cell[BoxData[ + GraphicsBox[{{{}, {}, + {Hue[0.67, 0.6, 0.6], LineBox[CompressedData[" +1:eJwd2Hk4VV8XB3AkSTLPMg+Z3Xt+QiFD5qlCKkmUqZIilZRCCSWEBiUSIlQq +ZL6rySxEpFQIkVkSDbxrv//U83nOdc8+e6/13Xcfmb2HHbxYmJiYtuM/5P/6 +zgm4zTxqtMG8XHpjtwJ0spYfTEOL7O8dvNqsAANUpFA6+uf8D73O5wqwGCfu +dwcdFvLbnjtPAbQsLIUz0dn91zJ3nlSAtGcZh3LRZ/37xv7xKUD+oJ/IffQW +458ORcsVoJRf9yXxenYnO7t5eWg//EYkH31nrYWOwid5YFf68/IB+hoVOLUn +Wx4CbziJPUULcQ0MJGjKw9kaqdfExZw2bNrS8hA7+/1wEXperutwMY885GwJ +f12MNtH3STGaloMe9odHStHTpyzZjxfKgfnJFbVV6LEl9TXVinLgmPM2oBqt +GjpYWSQgB+7vbq9hoGlv89pOssjBKbpWIKClvRaeHPwkC4Uj7hIv0X+2CLS3 +J8iCuEv50Tp0BNee9U1jMsBp/VWtHp3zTNzH9Z0MLK7nHCL2e+v86naVDPSL +uu1oRN/I+yWqflkGcruZDd6gX02nsNsoycDNepU54jMeUUDnkoFLZY6PWsjz +m437lv+QBv+UbJk29HUv7+X3q6RBa6cVWwc6P7IrsdxWGhStAhnEFaZKg0c0 +pUF4/a3gd+gnPsPLSnil4bfI+PdO9KCZG/fL+1Lw/H1CSzfaZx7MuvIkwX7H ++xtf0EwdTFOdwWvAyJLZoRfdM7aLIae+Bui6Kqv60JIFzwWkesVBQOR0aD/6 +4XqVFUvG4vCxS2rvIFmPbQm+rrOi0FRrKT5Enrci8afYbVGofhbQQewkmzu3 +wVQU7l5/aT6MvriTP/XoZRHw3e6jOormNFmvFMshDC4WCQPEZ6TOlIlnC4GN +TtntMVJPUpW7HxsIgYbwKp4JdEfIlFSVryDMdj6cnUJr3H52hDObH8Kd56rm +yHrq8b2X3cUNB0Q+HPiF9qzi9irYyQVOH6qE59GmTcHJE46rQdEtMmAB3Zt1 +7MM7vVXQ4CWg8Bdty6oh6N7DBk/XzrcRJ19vjKmrWA6pIx/P/CPj5dW+bHWD +FfwPZb5fJN/f5Cduac0CfMeoWGaWUaP3poeijpv/YfzRFlrPgpbW12QTnZ9n +DMwvDBLn6jVIWBTOMUpOPzdkRSc8bvrCaTTDSN+YPUYczef89JrkFCOaKSZl +OTrM6D6zsdwYw+X8lh9saKOMkmjRKwOMTeZad1agmUKTri1q9DHU2EXs2NHw +5MTmbaY9DMGGPwvETG/41WynOxmLl77cW4l2vxD2vjfiLeOb3UtHDnJ9V/qy +t9QbRit3DtMq8veaX2bNH9QzytouPiBmik9gTqioZdxN8nfhJOOpfc+ymFXH +uLTNYcVqMh6e+Q9HCpsYQcLaRcTSCf4Su3jfMnZ3i3pwke97+uT52dtdDPNb +/1Zzk+t/RlmsRb8wNHf3lRPzyO1tKrAbYIhIvfbhIfMR/LHtpth3BnNfrgAv +mQ+3LrG2U1OM73djnxOzO4xkPwucZbR7HvHnI3/vLNubNDnPqFR0Eucn8yvU +X9Q3/o+RPaxTR8wTo+2k85QZ4vLEjwmgB/ISeCdzWOGE35KMILrphNTBoy0r +wF3j6xvi5BKZWVm5VUA9yVMSRldvfl+uI8oL4kFx74jLQ9gFzk7yAat2YIQI +2rYkWHm0SQA6y9b3iKJpU9EK++JFIOR5Xfwa9OaBUvstX6Rg37kCfQk0h9Rj +RlSzNNiaJYwQj1zfazeXJQOS9ds3SaFLrdN4uzfKwcvWoTkZdGFJq3m/iCJY +7vG+I4v+WSR0/mSZIjSND1rJkfmh0wp5HddCJ8dgqjxa9WJOHUegEuxK8TRX +QO8Xj5r/8EsJetcOTBJPX3L2vXhCGUZMv5qsRVflzo6He6mAf/veMWKDxK10 +6w4VmPHov6qEfjvIpzNtoAp/z/QNK6Nlj+tPNrOoQfhqj0QVMp9e6+dC3NSA +LbVXTxUtynQpZbZYDbjLvsSpoa82hXlJ71SHZIs9uuroCRvlTbrZ6iDS+bmP +eKxWNfnbuDrI/vikpYkeXpR6U35MA3LCd38mtjlz5wO9WAPUeD5F0dBn9Fos +hqY1YJ16zwc6qb8v+hNJ+zShvGLXeQp9KfBQfcsNTdho/VH9P3SeTqjIm0ZN +sPT5EKaFrvm5bd1zQRrsynivqIPm/9jcbXmABr2aO1qJG5uEynaE0sCzuuuk +Ljq2f1NjbjwN/D92Nq0nz3Pvn6r6Exr82O98fANaQqFgXeALGgTPv5PSQ8dI +c42IvKVBuOC7QH00388Db3ImacCW5bTGAO3Mvn/P7X80uEh1vCau+djmwr2K +Dsmb20UM0XP/Lpw6K0+HnJi2amN0xrCrpIwDHdREtvqaoHUn48ZiXelQeK+V +dxPa0OExZ6o3Hcpftniakno++M756Uk6GDps5jJDf7BWS34RQYdXvW+eEa9a +F2N37hIdmv81c1iglQPZLyuk0sEh1q6ImHl47xfOLDp0ijXvtkQvLNlZPc6n +Q69OU6EV2nK7SYJeOR1+BDQ426Kj+v5eudZBB9cXOVx26PySd/nKH+lQwxdZ +Q3wt9XNnRB8dbjw11N6MntIMNU8YpwMzq8QEcYKEXqnlDzoccPqdvQXdXlB5 +u2WeDvo/iwQdSF5cVxHYsoyCbLPEZuLYmEoxO3YKuK4djnQk9dmhFSm1moJe +bZWfTmhOviPJ1kIUnA9O79iOZgRqPO9VpGC87nTsDvQByaTDhSoUOIu6mO4k +9bGbRcJdgwKlcoEiF3SwyuUX+9ZRcIVj5uAu0t+PZV+X6VLw26VFzhVdsUvw +4w89Cpr+xCTtRos1zA0Lm1CwztbHxg290l/l1jIzCtJSTZftQQuz/enstKDg +iMFSoDvpz6gyNh07CgTPBjnsQ587fs1uxpmCMy1bOTzJ89n+uKaxk4JhKc0X +xPuHuQe276KgHEbo3ugjn/qaj+6hQI63doRYu2N9mI8HBbEeWRk+6L0sZnut +91HgxrKHdz/J6+u773/xpqDWQb+e2PLTwcVEXwpomaLhB8h6s33aq3OAAhbT +jqmD6NlbcpzbDlFwL9Kq1R/tb/v610QgBdyditGH0earz/5eF0RBsCKr0RGS +RznCwgHHKLCurX4UgI47/n741QkKngqn+gSiT2ir638OpmCN70mpo2iLWO2h +sZMUTLBrxQeR+REd2TN6ioLtO3ktjpH7XbIo/3iaArg/sUjselMj/EUoBYnW +9/1PoNfFX3MIOkuBTqykfQipF/+qmMMRFNx4WLJAfOzZQBXXOQrmW+2zT6F7 +/15QykGXCZ79exqdHnfA5NV5CsR0hXNDyfUrmYZWkRSEuDxyPEP27x2buevQ +eulf8s6ilXqES55eoCD1+QnnMPSVjsm30lEU/P3KzRKO/tVQaheNdmXLfUDc +x/bN/Du6SsloZwR69JLBZ/NoCiRt3rOeQ283Pk2loc8cOlJI/Lyw1GMKbfjk +zopIkgeda19HxlBwp0P3KfHX4nP0ejTTr1a3C+hDdjojKy5S4C66nyMKfdwi +jM0E/VyPuYT4SN7yzBNoWbcUj2jS73ced+WiI8Loq2NI/0l/rnyH7r9bX0os +GLLuwCJ602sPz4vo8Oddc7KXKMj6tsB9ieR786aTm9CsHIkVxG9cjq5wR3uq +qfjEkvVNqi8JRr+2f8F3meS7k0rqZbRigEs1cdPL8cY09IWkmf1x6P7lMzsL +0EPFFwXj0e5eyTtL0BbvZZ8TZ72s/FSJzv1d7peAPqv3cZ6BZpdwFLmCfqoz +WUnsazj6kpirKVqPfL7e49zhRLRWfGNkMVrlvLh4EjpIKaggH33x3tMa4ojc +LgYZz/c6m8BkklerR1vi0DajXyWukuftMRw7hS5YfbqeWPvmanlvNCdN4Ng1 +9Hi36gU7tJ9DgfR1tAa7tAyFbg4ybSLO38+/TACtcb3nxA0yX4n963/g/MaV +BcmloAsmedtb0JsXs0Juov06VT3C0YXSBoq30P84Mg47o3k2vWsjfhsfx6+M +botarnwbzeHeY1OL9UDl3e4gZlmM/5WITmxaF5aG3ujv7eOKduT17kpHyyvt +ZAxjfRX9txhxh+SJQ31lPlrA+ZpGBtquhu2+H/rdzZrIuySP/3EeH8b63S6/ +ViubrM+g+mQdqX92iQliM9rxn8fQvWN8uffQzfQfQ9LoA8WL4rlkPo6HlhzB +/jlj3rksH/0nmldxAfsvyzeyvZDkb1h2WHEYBSO2py4/Ric6s9aZoTXoARZP +SP46Fcd2YH8/W3CteIpumxvKHz9DQcNFrcwS9C2T5RzcmAfTBV8DK0le1PFw +CWCeaF/pVqsi+VuyxzUe8ybkWMsQ8X+ifXEr0awbK1wY6KK2hOLfxykQaUk0 +eYG+6Lw3pRXzbOO0MV8duoSF64v9EQourbvzuJ2sX9T5pceYn35DdN8O9Mdw +P1tBtO31l5Lv0H8xJYK9cD9aGLrUSfZ7ZeViPU8KEirVvbvJ/meYdboS8zl5 +U4XYF3RKjfajbFecz62d576TfOad3qPgQMHDQ5zOzMtw/M67RdfpY/3JqY+o +ohk64/wneSmodqjmd0Gf2PHnuHQ/HQqWlqlHolNs9voUFdMhpl3/0CO0c0Ya +XewiHUKkh0w/oV3Ln2Zku9DBYnTTKnZWnI/kKKaVGnRYq8m3Xxv9qqUhcTn+ +HplLaR/fh971yFjpayMNMiKsPOLQwSnG+Q2pNHAf0PSrRKfP9N/r8aHBn5cN +Xt/Qc4f2++lq0eD+ms45weW4X3a+trGc0QTz1I6Hm9BZw7w6Bsc1gZEStc0f +vfnaXua9Cxpgy5OflIqOOv4xc4OXBhSznoNaNGfmduddjerAKW0vMINmunVQ +1EJGHdy4/jQST4CeFSWpDoV/c879QHPZN6aIi6uDYzfzj1k0y/oDycMC6nAz +sbjtF9oz3+TuQXZ1WLtcIv4f2vulTRf/pBqYfB9duZKN7AcrrbvL1eBEUcyS +FPq+WVXGRRs1gKDpPGl0ZPg/TQVLNeBYt9NZBl1zzOVAlakapBYrPZBFc9PM +OocM8PMltS4KaLbK8zQJmhqwly0vUUHPbi75KCCgBjerwv3WoRPUOTYKfVCF +6pqT3dZov2+lh0/sVoUxS8MkG/TNyyXTy3eqgmgjq50tmrUiKDDBSRWCWuLB +Dn3RacgxxUYVVN5n52xBK6+BlyfXq8LVkbZjzuipa0JF/gKq4MepwrcXPdz2 +3m6yRgVuxk02EhdYq+lPPFeBWp7iyH3ob8uZxYcrVUBW0GjBE13EWnu+6YkK +dEk49/qgraumvzunqYCJZsTDQ2jVGv0y3yAVEHX4YH0SLfcjI1tzjQr039Fj +DkE3JKYtXBFSgYLJ1GfEInkXmCZ4VGDj5T3yp9HaR3bNJC5Xgb11A//OoPde +1e6Jm1CGgo2ThefJ+GptNEwYyrBRlVU4AT3yoINbaZcyrAjxaiYugTHzTCdl +aK2rOXcFXdYusFbIXhn2esdMJaJN5dmS+o2UISqDq+EqeX6PZ938ivh5YdHQ +W2i31Err1xNKsJdV4+s9sh4q/Xcrg5VAVsH6cg5Z//PephcClOCrmbdOLlph +SWTO7IASeEalXbqPVoQBuZxdSuDNwa1VgH4gub533EAJDvJMnX+MbvyZwHSM +SQmC1jxRrETLbOcLuHp6LWgZvGkl7nKzmx4+uhZ+7v4eUoUeUP97RePgWjie +LttSjd5pvSYpfudaOCmbdOI5mpcWL5i1bi2cUQqqq0H/Td9QOvVdEaK0tA+0 +oSVn+L5UWiqCmnCh7Fv0i7H/3LkNFKF1QfkjsXR727AVXRHEGBK2Hei37nZF +x0QV4aHVco0u9Id5Yau0YQXodOuY7kHbMoW3fQpXgFPG9nmf0PHzDJ7zQQog +LV+39zO5Hha6nNNHAQ6MVLR/Qd/z2qHEsFGAf0czi/vJ9z04eCWLXwHkYwJP +DqOZNNM8ZlPlof7gGH0E3Wd/9MKJy/Lgb+/9ndhtfvPZ9lB5KOV32TWKrl6R +bc7vJg82acYGE+gltVXH09bIQ+BTHuZZ0l/zdRI6V+RA+NrFMuKIs/Sl8TNy +UBnMGvgT/V6naPCInxywbZzvn0M7Bw3UdZrLQUrdl1cLZHwZcZ3LF2QBPj2M +XiLzOdFkObVVFlwTv2oxrcDfQ0lKrbsMZGHeXKSPuHSn7L4YJVmgF4avZ0GH +VIo3KyzKwN0Ip++s6CfhmbmG92Qgcu1vGw70hrt3h0qHpUG2R2OeeP8+r9H0 +FmmoTtiXtQrNGrBGiV4iDXMLTX850SsUN9VbR0iDb1P6A250RnSHsZyQNFgH +mHELomm8NqrzTpIwpBBSQWyzPTOcS0gSzn146COEtpxd7afZKQGVm0RAGL2b +zcTzpKMEqAuNHhFDn25oYAk3XgMNDVIS4uiOR/cuG/4WB++zTvXE+nz7w989 +Foe04SoZCTRXXb32AQlx4KlIeCuFfiU3mucxKAoFh1+fkUaryUc7sSWLgqX8 +bxUZtPU+9xubjEUh/PK+c7Loi2rj2p7XRWBmj7aWAlrWx5TbmC4M71h7rqqg +NUJBX5ZfALguFGxURc9n61pK3ucH8xWh34i3TH/oowz4oWSl5Hp1dKDsL8XI +PXxwjcu9RxN9U21wv2wsDziLDMiuQ2tFGG2fWLES4lKKGomTpbvX3J1dATVi +kUHa6KJu1f6/n9hAW0KxRodcz8tJqshhBSFZ3/0b0O73Qq6GyjKBfaYunx46 +Aba9iV/8x7ggv7KCePhHjmB22R/GnGIepwEZ7+vCSD/9XwyN3JBi4gRW8a4x +9p8Mb2Ubt43k+rPG2Fu9M4wu1bFHhuT7H6WlnTkzzuB5ULnDCM3kvzJlS+oI +w1LjMrMx8YZm9pNTg4ywR7vziO/YlGW6RfYzSmkajiZo6a72Ee7mz4ypx4t/ +iI3WHGYdNOpmKP3XkrUJDUF3qNjwDoZ7UbqdKfm+778fz+e3Mm6sOzJHbKSt +LGpT3choLTFKN0OHWQcso47XMdh1eS3NyXX6xlffntcyjMr6pojB7/HWb1/r +GcEbnqRYkO8772LnINHCKKyIMLEkbh+2j+xsZwzrO47+3ye416UOdjOkq+WS +rch4f8/ll33vZewwnNW3Js8vINx8tGeQkQCvBv/v+pgC35ZRRp3x1TgbdPAh +fTvefdMMppdeOrbo6FO764zcfzJ0TbV7iW+cyrVw7FlgHHnNFmOH7r3+K/75 +20VGrnkX3Z6s50ndSFVJFhCxCj63Gf2eyVjingw7bGmwVNtC5nPh7dknnqsg +2kb0HXHWYwuH8gYumLcrV3RAO/QJfk+e5oNuh7/1TujvsWqFSpvEYO6qSvg2 +tK+TamyR7hrg696h64zmtjjlEacgCdZ7iu9tJ/0ld2Ff77g0eN/9unsH+pry +dNOnVhk4N8gruBP9L0GC4iqQhcqD/udc0KZ8lwuvWcnD+4epG3ahF5Vk+9NX +KcDsdMM08WZOYFF6rQDqwWvdd6M773MVKUitBeuKbcJu6DUiJiL/GGvBe/Hc +G2LaHdczXDuVIO18r747mm5m2sd6TBnKa7lmicNcvwVdmFeGLg6DfA/0Ql1z +7MljKsBzJUV0H1rxi+rUtKsqqHXUthIvtb53E6xTBUvhuShPtL3wkPSAuhqE +33aY80K3vtaZzviuBmm9YQ+80a4PPZXFTNShXO6Rpw/6ULazjf1VdZi5v6rd +F539WU+zW1MDuMbXX9yPjqnvOpJ+QgNUab7GB8h4BrlfLVVogGfJq0cH0coO ++p32epoQtjDj7YeeZHoZchV/P97Wl5E8hPYvvOSh+EgTOl+ExvqjOb69anPj +pMHM8oJNh9HG9VcMWBVowGX14TfxP4XG9iR9Gli0aO8PQPfJ6qTl+9LAk89L +OpDkla93lH0oDcK2JXURbzxW7857hQalHyfNgkhevtrcLFdCA5XhXNkTaPYP +f9mTf9HAXLWrm1iXiy/SkY0O+/yXXwlGP42Leh0qQIfUWY+lk+gfTXFmGpp0 +KNVJKAlBa/+ZjH6uR4eOkOpDp9BDhlLR3RZ0WM0s3nOa1EPFppEHbnRQMbVK +CiX1t1svJ2g/HcyjTlifQc/8dXnbcZQOZ1Z3lJ5Fmx+NcTwaRYcp0ctXI9DL +XdkLb+TRgVXzuNE5dKK/Q7zgEzqImO4ZJZ4vqVRyLKODoT/dOBJdzZopKVZL +B4dzYmPE7JutfuU008H7xrLrF9CczsJRS+10iHvxbiwKffwuRzV/Lx3udlVf +j0Zf7wuS6hikQ8lYjkkMerW/QqHXKB0+C4XcuIiu79dkWjZHB/WDkqaX0Ulv +ua9vWUmBUdiKSWKbLV07X6+mwOnqVEoc+kOdQYMQHwWnGS8m49F1Rnu9nMTw +PNWRfzMBLW5lWWsiiefJkWSzK+idaV/N+WQpaOL3uZVI9i/9wzd3KOP5VGmL +eRJaNHHfljY1CmYN1k8TFxQfGNGgUSDuu8riKlrCOFQ5VRvPr5WPZq6jHz82 +e+5kgufXthu3b6C3ZslWcJjh+Xoo3DKF9FdCflK+BQVlPE5pN8l8tHB4FNri +/RUMrG6hnSX1LghuxvtvUJwldu0MHfXZSgG717zVbbRtw9H0zm0UrAnpmyVe +8Sz554/tFNDiG9LT0OWHpG4xueD5uyz1Zzo6g3t70chuCu6tNs64iw7aHLB1 +BZ43y2VVbDPRbzwunMzH8+gbHf5fxOPh161NfCn46TFom43OX/fLyeog3v/E +m1/Ewd4D+uV+eP/YZ3fvkf10rY+qlD8FpiUx8zn/78941xo8/+5oDMzMRYcs +ntNdGYjn395d9vfRoQJM9sZH8TzLoZGVh1YTO2yYeIyCr25vNz8gz2M6c7Qa +z+M960RXPkT/vs0eXhNCQQen+wti/9Boo1enKHhVPq5ViBabaBvPwPN85RWt +CWLrrVs9IvC8X+R7Kucx6Uee1Uk7z+J6C60Ue4qe0lJWHA/D8/P45nbiOTb9 +f/fDcTyvrsUWoX8t6Zxxi6DgfKD8UjHZTzjztj06h/VkdbC0BM16k0/A9jwF +QdJPAp6h/5busu1De74xHCgl+epyYuRnJAWu2Rdul5H8mXDOI+87nE43O5eT ++pnTuD2BtnUU4KlAN0Q8HXOPwvlT2VVPfMxx64smtD7z3YhKdJe0ozkVTYHW ++2G9KjSb04v0K2iFC8cfVqPTmjr2b4yhQHJ3lQ8DvSVKSy4WLaTFKgPotxsu +bepAc62y+UDc/KNiTOgiBWz9V5Keo28v5ho6oRdL39u+QDt9dnKNRc/FS7G9 +RBc9/ODBQE94ezOIreJP+Y+jhwweBL8i/RR0L13oEgWfBWbpr9HfXi7w6qE7 +RzeMEu9ddOxzQb95EZ5VQ/IqoVHpOLompW53Ldpb7DULed9XfYRbuA79cmg4 +Oh1dYuHcSqyxT6fjAfqh5O2YenSxLOu/Z+icn19NGtAlt5nFq9F3mlT+Ej93 +NTED9I3MgOJGsj8/NUwk1xNCSv2b0G6en4TL0NFbl9Y2k/6b9B99hA5TMu8j +Tg+vkMlEBy/F3nxD7jexrCURfaSz3bEFve0zy4qz5P3hA7HVrWS/p8/1+KDd +z3vUEE8p3txH3u/t2JV7to3k29H1DzTRW6hJ3bfoWM6sRi605UrtGWJO+Y2t +33E+jXpP57eT+cpaaHyJ1n320rOD1EfhnpYUtLLX1q536He7TNUNyPtZ/RsJ +nWR/Wv3+HgdajP+LVRcZ/09T73e43hzP/SrfkzxUbpnai/6+JjrjI3qDsXnp +HqyfD69j7HvQA/XMeRLoev9Lf4iDORRudGP95ULcts+kvw+/S7BBe3teXdmH +3rR48bcI1q/z6uslxGme5V21WO9mJTf29aNLfQ79DkLLs6dWfSXj5dpCb8D+ ++Jp/N2CI9Fs0q4kH9tNbpyzJb2Q+Mu8oL0O/+JfdSKyvYJucif13d/N9hRH0 +aZYGrl7sT/cfj7pHST/coDtaYv/2bKgynibrZ553nrzvb/paPUG80Jh80xdd +EQu3ZtB78nmSZzEvbn5++fMHyQf1+2Yr0TsiGu7PoXsnr6gqYt501Hfx/kV7 +GvyYoWMeNe+Y6WNjxzx4urKrAPNux5v4SyvQv/V9HWXQA5vU17GjHQMZ/13F +fPyt4Ru9Es1dEqty6gAFSss/a3Ci36gf1DHCPI14XH+KFx3S+/Bj4T4KtDky +BNegj86E1GzAvE6v2GxFRx8bUKyxMcf8uS5huQed6sI8Fy2C8zudvu4iuu9r +XenNMTqIvUosL0X320UffFCJ+2VVsPcQ2jIxOuDyZdzf1/Ez867E/UYhwuuk +Bx3oipL/GaJ3u1w4uoNOB0j+5HgAPevxd0vnMjpsVEm4lYwO+9y627OTBq26 +T0NeoO81+WrUZtJg4+uLluPoI9t5zo0E0kC1In/FBPpZrTHHKrTI46Ya4ntX +833VAmjwI5XLbAo9lHQiz/8wDXKDEo1/oKvKBAymD9KAT/7mhgV0si3viQlP +GnyLuK+2nAPH75Dwt9aZBh3BDaPEuooP+Qa20eCF/2geGzooZcPvJScapLqo +K7OjF5s+6us40sCBeqywCr1U8Pli5mYaVPaVSvKihZ7dljxqSYP7Xd2fiCEg +QCvWggbXmn+n8qGrDRJFss1pEFCmLy6APmo5b91pSgPFKyAsjN6UkeGgbUwD +/qi+TuKbCSbv7IxowBTKck0EzTYTL+9lSIOPvqYCYuhJXVelJAMa1Ll5tRNv +KTjccx9/P5Y4XUgUR9eV7HYFPRpkWudsXYN+9Wkup3MDDRKM6ngk0G/ElqrH +1tPgfw3H0Ys= + "]]}, + {Hue[0.9060679774997897, 0.6, 0.6], LineBox[CompressedData[" +1:eJwV2Xc8lV8YAPCIkmSlbEnSe69rXK7tItkkq0GplJCsRElllhEh0ZAVhTQo +kswnSpI9E0nRkNKSX0r5PecfPt+P433Pec5znse5Vu/xd9jHuWDBgq34hXx/ +2j8FWRyTRhU3W/29AtWhn6vqQDba4vPRIZ4QdRhXO7UyB/1B8/H58hPq8C9J +0icXrR7inakcrw4scwvRfPSb0IyAO7nqkH3/im8RutNu3k28Wx1uvPURu45u +HXc2jn6uDpXLtRuJzyiLbvkzog49/u1iN9ABA8U/Vn5SBx7qT+MttNSbK6ac +i1kQeNFJogzNWW3l+sqQBeFNqx4Ti+lMlFuYsyBx+qN/OfpXKXP9I1sWFNpF +Pr6HjvXMUvrhyoJhntsBlWhp2yXyOidYYHZ08ZNa9NeFyW5361ngWNh9sA5t +3qS8wrOZBbv7sqTq0fJvBMrUu1hwjMkKBLSNap7/yjEWlE7slm5EXxcwvc/P +owGSLlWHmtEt3N3Sels1gM9qjPEUzcV0E0vYowH/dPjeEa9XK5Hm8NOAN+I7 +tz1D56W55u85pQFFgxzsdnSteLONSIUGZDylzxArvTRh3WrQgIQHjiUdaNjg +GXWoQwP8Ll1b3YWu/l7inzihASxny0W96Kj03iF+WU1QsAysJ969orGLqawJ +ojqXQ/rQNMPQAwn6mvBb7PPHfnSuaPCH986a8PB5Sscg+X37rBzfC5pgu+35 +xVfoAUb9BYFVWmBkweEwit66s+O0E1MLmNr0pa/RG0xXfP24QQtExI6feIMu +jnixVcRbC4YGVu15iw47qal/qUoLWp9YSL5DC15LlS3q0IK6+wd7iVtO1QtK +vtWCvAuNZh/QSQ8GrmgJaYPXVk/FSbTT6r7sC37a4GKeMk6cr6DdIRyrDdZa +D7I+oT0dV4jz5GqDsuhSwSm0rHvtb58ebZjuvz39Fc0TdTjX30gHIrfM1M6g +jTuqm6I0dMFb7IX3f+iMpWsU0px0welFregvdKnwq7u0IF1Q2Hnq4Cya/0b8 +oRflutCyT2TtHHqB6Gqxr3p6ULbuVxfxsEulaONOPcicGAr7S2xm1PYlUg/8 +fPOf/0PP9A2Nrn6qB8LBaokcnJNG41TukqFt+vBHc6UOJzrdwfXK0eP6MP5r +9i1xkcRO2bIcfag4/tCQC537s23KaFwfcgyufSLOPrblJ42bDXEL4i9xozOr +bJ375dngctLuxyL08yOWnra72LDBjJW7GD1yVkrN/ygbGDxiG3nQVsknPf+m +sGFFy59ZYptLLkWJ19jwL+FVwRK0cswh2esVbHi/sdGRlzz/o850XyMbOgUK +FyxFp4kn96W0suFB1+lbxBnbR5vsO9mQd87PhQ+t3xEumtzOhoTNDouXoXtT +B7/WN7EhSFSznFi8cv7Yrko2uA6Ku/GjpZ/K3P+Rxwazy3+XCaA57l1ayh/D +BhXX11XEdzNVpLe6sUFs1WNPQbSFkBo7gcUGjtdFIkLk+bzhc/Hz+vAxL/Eh +8WFOXcq2QR963AP8hNFijFLdvxjfGgUnyeXoI8+dpodV9OHaB61m4uP7U8J3 +DOlBUrFksAja0mZPMF+EHhzxmV+9Ai10Top2WUYPdiuPtRNX8UX59d3XBbW7 +xZQoek+BZnT9Sx2QDErqI9aLsPI28tEBLs3AKDH01ALZ2cWz2tD/QGdYnMzn +jTYvCGpD6MPmZCk0Zfpy8x8bTdgbfVNfGj1hOh049loDbExTJogXnTh/8v1R +DZB5unXDKvStUqdWgXIWNHa+m1mNbo80Ty91VAeLXR65ciQ/fKaklBapQ+vn +t5Zr0Ayhcwq8NWrQz/s2Ux69JfCxegxTDbZfcjdbi85T/B315SsTRteNfyEW +EQnnti1jwoTJmPE6sh8bOU8fNGKCX8+eT8T56vm3fvEy4bvbm3QKvbXQp3R2 +QBXmwl5/oKEjLIocp0NUIXKZWyodLV/w16XcRhUWZY7qKaI9Us0PHZNTBYEH +r5IYaPVDtZaBhSqQZr5LW4nk43K3jX9dVUCsf+Q1sdiZybxuURWQ+/GSpYIW +rFUTKE9ThsJI1xHiYPn6Mf+tysAQfBmrit5WEzbcJ6UMGkrDL5joats1AWIl +SlBVvf2kGlnPBYHK8mNKYGA1pKSOfkw3uhVqpQQWni8iWGjrcHdF0SkGbL/y +XEEL/X7nHesxKwaMqmzrJO72PXZrhQID3OsGjmqjx9pMd1VxMsBvqL9Vh8Qz +JX9sBSjCj/1bDuuibydXed3MVYSQX32r9Ei8tjy7EhSlCJEr+gL10ZryUQp7 +LRVh0VUnKTY5r982XfFXVoTTar2PibeqatBCRRQhbVOPmCFadk/4atcxOhTG +d9WtJ+u/HWO+IYEODDF7L2OyPyL2p+SP0KG0oFNoA/q6jFFZ5V46VDV2uJug +n+q/axg2oIOhwyZ+U3TBUNCfnUp0eDTafp9YUpb9LESKDm1/23jNyXmwW+Gy +fY4GDokby4l9PRPfi32mQb9Em6sFOuDNsvytIzQY1WottSTzd2+bN2mgwY+D +LVtsyP7/t/f4nmQa7Ggo5N+IDrL78b40igZNwqeaiCd/Ryr5H6bBxTJDzU0k +39OOidF30YCDS3qKuPV38S0ZJxp4O/2+ZodOFfD/FGhJA/2f5SscyHkpUrJg +aNDgmmlqG/HOTt37pxVpwH/e/5QjuqO2yFtPDuenSf/pRPIz9MOnWEEanAzJ +6d2Krnsh/izyKwWfm48nbkPv8FRZojBBwRZxFxNn9DnJcCGeNxRQVSLlLujI +XYvVTvRScJb3+4HtaHpbuDNfOwW/XTrW7CD7XT7h3fWEgtY/8edc0azbV/Rn +qinQsPG03om+tHxpoUMFBdmZJgt3oWV6bG1GSikIYM8H7kYbG/0wP1FAwYrw +IIe96Hv/xJzLzlEQ1mHP647+y1ftuyeZgg+rVBqIxw3F6ZoJFFTBBNODnK/M +Mzrm0RSsEXoyQXxp4+WgqHAKEt2uXvFESz1fqDByjIKdnLuE9qP9eu4r/Aii +4ImD/lPim415BcUHKVDNF4/0Rp9c0PQvzI8CTpPerwfIfpQ4fQv1oqDglGWn +H/rAb+vgYlcKBPoV4vxJ/ckOEFPfTkGIApdRAPpzalN59zYKrJ7UlRwk+drC +7+LkREGZaKZnINqhNIup4UCBlNfRVYfQ22MKsul2FEzxsJKD0PZyTF57Gwq2 +OguZB6OnR8fnIqwogOtT/4gL7hT7NFpQkGp13e8IejfvosETphRoJcrYhpJ6 +JtttU2NIwcXbFbPEr6WiPsUZUPCr0/baMXR52kDBHjYFD1aEzx0n+TK6nqWv +R4GEtmjRCbJ+y/YAPV0KQl1KHMPQc1qvMsx0KNDLeVUcjn6z2flKuBYFmQ+P +bIlAV8zI/ndTk4K5MQHOSLJebkmltxoU7FhUdIvY+Uo2F4WupYyco9DCNGej +YBYFMtbPuaLRA4afrraq4377BpQSqx42/qWENrybu/gUOinMPGGZGgW5vdpl +xBLMuJ0JTAoW/Ne5Mwad/i3XXBi9W3w/byw5n2Pvl+epUvBQj6OCeD1H/1ld +tNzOS25xpJ5O2J0dUqEgKoK5LB5tkOU0dhL9Ju9pJXGotaqLJnrDYzf306S+ +/GE//aJMwdX3swIJaB4eAe47aC7e1Gpi+WaNsaNodwbdMxHtbeqpa4V+bNsg +fAbt42j7ZjVa4aBLHbF1XH7ZAnTMue/7k9BlC5fGvVOi4N290yuS0W9vr9bt +QZs/l3tILCHnea0JXfS7yieFzF/TuADQPNKOYmfJeXb6If4Q7WU42UjM/+rs +yBP0U7do/1R0541FPb1o+klJyXOkXttyDLxHny4oayJ+4TLbQubzsdk6MA19 +YnRVyiq09eSYdDrpJ3/38Zigby47/pRY6rz3Sj80n6pI8Hn0u6ZTWVloH4eb +shfQLja3I7vRbUEmrcSz7YmFfBhP5QvDRy6S5y/eOW2NTnoQtOYSOnmMxzYF +venf1dAMct6PbW9Yh/tVKstWuIz2/3H3RihacENfF3HyOgPDbnRXLDctC22r +rcqTjPuvVpzVSxynmiQ4jU5t1YjIJvWvcNF+V8wfRyGPgRz0J7fz9/Qxv8rV +/0XlkviwIiLuokW2nFe+ghbdL2/JwPzsy2g6lYf+xicdo4j5u1V+HesamlGc +V7iF5D+P9BRxkpPe0Ax69JNwUQF5fk348svaFHjf+ydZhF65ebXhFzw/YWb9 +C2+gK4VkXR7pYz55neopJb/PubxOaAMFEzbHztxBbzpw8eAEWpl50PwuOe9R +twUemVBwf3ZHdRnpbz2TXZFmFLScZuVXkPHe5yelsT58uzkWWEP6l2iURZs9 +BZpnBxm16OPnV4e2Yb0JDe54R+yx4G5HhyPmr0G1Sz36ccDX2hebKRDrSDVu +QIdM7TjL40KBwbf1ws0k3ys+itTsoSBBI/dOD/p9uo+ddTDu9zumVy9awXnJ +0NHDFNhcaJTpQ1cZD8ddP0IB/+y7hH60Tey4Nl8oBSk1Sh6D6JJl5rtGwihI +21At8YrEq6O8/E4cxtO+P/ojesHuHct+ZVJw25dvC8dCrLevCg45Yn+5uUZp +QhF9uuRxcJ84Deoc6pa7oPlWWgwaBNPg5vxCpVPovY/FFix8RoP4Hn3fEvTf +nCt/mavoECr7zuQlOibAfmtXKB3MJzcs5eGaNOo607DhRycd1qkI79dEF9m8 +vZemoggzl3o+70WLDM/8OZikCFeiLN2S0IJlS8/umlCE3eMqPjVoZ0GrypRN +DPjT2LLvPfoGK2utaRkDrkv1z6zgxnqpfqFm81olMMvsvb0B/Wd7znWRLCWo +vxS72Q/9zPN+ZOYKZbARvHEuE/2Av2/0ylVluMcVDU/QMxfEQhg6KsAnayvy +Hf3Nevv6HS9VYCf/n2fER88ert08qgKlc4XRP9BVY1o89mMq4DjI8WMaXRcj +LbxxQgUyUu91/YfW5VI03v5TBdZxSyf/Ra/j5pefWKQKxh8nlyxZNGn08z3V +LiOrCkfK4+dXocs+csU/36wKEPStWBYdb2ildnyrKvBqOG9ZjeaoVP4j66wK +mfeoW3LoO4eUvvvuwPEVT1zWopUWZeeu2KsKPA+4K+ho/3vyx7ICVCGjNtJH +A53i1nD5cqIq1DUdHbRC78iZ29XQrAqfLAzPWaMz4yq837eogvgzro026EVF +G93521QhqCMZNqJ9tWqYe7pUgf78WqEd2rxkz+XVL1QhfaIreAvax59jhPOT +Kvjw0YX3oPeWSbzzFmJCRtKXZ8T9ITPsvuVMeCJ479ReMv667GLjlUyQW2E0 +645OW+Y3LyfJhAHpLaOe6FdCY0IL1zLBWCXqti9a5vVGHSMdJog7vLA6ij60 +TTOuby8T3uTqcYSiX4c1HU7wYMLNL5n3iWUyv/ib7GeCwZld8sfRahB5ud6P +CXuax/+GoVe5N6YPHcXxBl9KT6LP0/gYpSk4XpFLNAWt+OyuA8dDJiwO3ddG +rP2hu13hERM6m5uiz6IvRvnb2z3B53nEf01Fu7eeTClpY0LsFf6WdLRtOQdf +7gscLyp+4jJaVTFK0OEnjudSHitAB3/rn7FSVgO5tVZnCtFVLQb0Jrw/jZl6 +aBWhz70Io5lpqIF7bHbCdXTskd4aJ3018OAVYN0k60uaTLplpQYHBL+evIMW +sc11d/ZSgyCpuwo1aD+JM7sWFKkBi93eSfzYO5xSvakGP10/htaiEy3v5nuU +qsHhHLmOOnR25OC/95VqcFTu3JGH6Bqe4kMGLWoQRgU1N6GXHr48YjOlBrEs +Te8udI8sFX5BXx0YoqVy3ehvImHBusbq0DlLGyL+1N/894O5OkjUS9v0oqNE +7Xz2433ytiW38gCJB6v+9Jy3OvTv7P02jN5S1iydnqkOx9bbFr9Eb0z4/HRR +vjrIyjfvGUHPmc+LxF5XB++J6p5X6IcGiw+VV6jD30P5996gB79XfG/uUgf5 ++MCjH9C/FotVCC9lwdMDn5gTZL5GFsGJwizws/X4SNwrUC8lLsGCyuUu2yfR +jdJ/D/jQWGCdvZ49hY6YZSRzWbIgsEyQYxrdont5iW0iC0TPn35AzBXJjFqd +zoKaEK7AnyS+/pVC/NksWGTw680MGX8xYTerlAWXml89miX5mSb4uLGPBfDy +dtw8+iaDO2O/ggbsSB1jLVg8aVRrMJe6TVUDfpmJvSZ2OuBxaJ+uBjBLI3U4 +0SLa+0yGbDUgL8rpIxc6Ym10ggXe30+t+23Ni/7uLxfc2KsBcsPKv4gV8psL +Rkc1oC5l79Wl6OnYZUbrPmvAzGzrHB/6XbKxBWuRJni15twSQB81/u7rpasJ +VgdNBVagdfNi5hVuasK7taHVxFcPK05urtaE6Be3PVeS+Z3LFYIWTajZIAai +aDj4Cqw/aoLSyskACbTfpJabN0MLWlpWSUui+d8uh0y2FniEOz0l3pK2smzl +Ji3I/lC7Wpq8Lz7W/0OgFghWp3SvQrMbPpdr1mnBTf/HYbLo7ORQhcEuLbCQ +/01fjT78X7pT91stiDyzN1oO7Rypd6qLXxu+79JkrUV3LhzTMtqnDX1cw+l0 +9BtnD5ORtTrAH3PTQBEt639VNchQB8wWn3hPfKr1NIQ760DFEhkdJfT+q+rX +55N04Dz/7mEV9OhfPe7WeR3YIjYup0Hi76+s8+6XLiRdKn9GHDtdliAjoQdN +EqeCNNEjMuss6vT0QFNaoUkLHeW75KZwhB6slPPar4vWHn4QdH+pPtjmawvr +od0l6+yHlPUhRn5JNbEmR9Xse3t9mFEo5mOj/wwGHDW4oA/KRaH3iEMCY8UM +HuiDB816pwHaZgkP19kX+jCg+KnEEP1Vila8Q4INgrdqthmhLa0dk1y02WCh +fIZjPXqhgGF7uRMbIkpci4ml5dgrJf3ZUKmq7GiMpoKr9rJi2fD1zr8/xGu4 +GoxyM9lAqXdc3UDyYWGr1s/bbNhdnrPRBP3j01RYYy0bLmoEzBBrdYoGn2tm +Q2eFUY4p+m+kx8GJdjbwaAtZmKHLi17GmnaywejB66/Ej0I7XNe1siFE9+4l +c3TrI0t1oQY2lFZHGVugzTonc+LvsOGDvuMk8R39WC35DDbI1q1Js0THWJ/2 +DTvGhm2G0/pWJN+0Mw5s2syGFHj0ljgnZmLEdR0bmtenJ1mjTyezaOe/6cOC +xn1aNuhD+1vXz5bpg7aJ5ihxbo1MRLmfPgQ8XhS/kcx3lUXfMjl9KDIbYNqi +WZzaiUHteiBmGRK9CV2Qk/OjREQP7FosGHYkP0t+4k7oQpy1eB8x14fiui9m +uvBrY5WCA/qj/sG0+gM6MOgw99QJPSg88TqtUAtm0umRm9EDXHFz8cpaIDy4 +TXsLOt1R3P7ifTyfu+4VbEX/5uFNNevWAI+8Mddt6E2r+I5UuGtA9FuhFc7o +JidLs4+/sT4d8It2IfF1uPRykzoLnt/O1N2Ofu6ZUV3Ypw7T31q+EWd/fnhA +4rg6KIWs2+1K8jEiZly8Tw2sqjeL7kQfUVQPPhKL/edfdDvxM1HlxHS2GmSf +HNXfjX6Z7JFxqpwJVU/4p4kf5+bOLQ3Gfs7LvuGGLpvYE1+jzQTBs5fE96I/ +pT3s4HyqCozeJ53E61J5NGzSVcFCdCbWHX1Je9yGcleFyCyHmX1oB6OFbvxL +VCF7NOKWB4m3Od3+Zq0KVK0pcfdEcyuXyLr4qsD360t7vNDzBSPjtOfKwP9Z +5/R+dFrdY83RVGVQVPVa741+teK044idMrhXPCo5QNY3EbfrV58SRMx+9/BB +b1NvCKrPVIIs/dUyvui7sYMG8h5K0N9wItEPPTnrelxjgRJ85765wR9deKOj +O6eTAfyWL34THyyQTpPLZ4B5h+b+g+iOweeyHLYMcBfeJxuInp3g2UFTYEDE +5nMDxOV7t6tyLmBA5dAX0yB0wDRM+VUqAv1DkdwR9OqAdF1RXUUwUxwYJA6R +fDOcJa0Ie/24z4aQ88q1MceEUxEyp93mj5J6dbtlaW07HSq1UipCyXy5JdOD +K+jQG1rnewwdXm0uJZVDh2UcksPH0WsfcG3iOUQHuonluROk39AdfuvspINZ +7BGrMLTQSF8J04oOYct6K8NJPhm/LrGTp8NX8TPpUeghWVP34FEacKkcNoom +9W4+78iCbhqImeyaJLbJ9ijnfkQDQz/m+lNozq0ldJ/rNHCIlvhEXLjZr/pR +Jg08Li68EIMuMZiWiEmhQVJD36dY9EmZqC/qR2mQN1B3IQ7Np7ZKTdyPBhWf +Co3j0ep3Gwe27aXByMrQi6fRqnM8ES9saaB0QMbkDLqK2+NBOo0GRhGLvxAX +f54y+CNLA6f0r5eS0P4/b81cFaPB8fqGL8nopK3in6t5aJDSeyMjBZ355+G4 +PAcNrk6kmZ4l8bZhnHg6S0Hrcs/Lqej6Z6GjtZN4P6XszM6hu+ZqeHjfUjDN +1vlGbFo9EX96hAJJr6Xm6aR/iGQvkevG+2tNyfcLaCNNm8aIary/dl3MukjW +d+P4W5MKvF+/i7S4hH6idqqHeYeCB4JO2RnoapEJg8hCfP9atuVl0u9XFwa8 +zsP36ypME3cIFvfty6aAZ98vyyx0npHbsoF0CqRCX08TO7wOHXt4lgLV5Jac +bPS++vLvrWfw/v0g82cOyc/5eWmjGAoKlq2/kofe6cUtFR1CQZUc3Saf5Mfa +ux+24v20XWv5f8TFHk2HzQIp+On21uYaOsH3zQo/H3z/kfb/iG28m/qu7cf3 +J97PK0DvVRErn/agwKQi/lchWsrkkFufGwXbngXmF6F324TzeOzC++/odtvr +6IcM5xNLXfE+y6t8tRh9/rthaeo2CsZ2dm+6RerhNVvrk3YUDGuIL7lN9j/q +y/EYWwp6+XY3EP+n8Cc104aCR1WfWaXoca8ke05LCmrOsqaIZ+lT/9mZU1Du +dazwDlnvwysn7phScHXlEoky9I55adsCY7w/f97UQ0xPuH5PZz3O59H5xHJ0 +Vku0xktDCk4Gys/fQ/ctznjpwKbguOWBygr08Ad5trw+BUGydw/eJ/09O2QN +lx4F7u2G45Vo3dC3y6e0KdhxLSbrATrR1tTnPy0KnI63baki/ffu/PtlaBtH +EcFqkm9/r7CYmhg/+vanxHfDmJxuGhToc+RF1ZD9PjrGmcWigPX8g14t+tsZ +58lxdQrWxhy+XUfmu1nF7oIaBTKutZ71pP47yRpxoFeyuFYD+s2LgX/BTAr4 +l1q/INZ8/8HqpyoFi96cPfcQfV+5fzwM/a/yuU0D+viR7iRh9EzyqkWN6NSN +HXylKhRMeXjUEz+U2Cu/Ff2OfSvkEbpdoCpzMXpEZJr5mOQz1zmDh8oU9E/q +ThJfcFzVG41ub4i82oQ2zBambUI3XWp2fYJ27TrCuwZdFyAg2ow2OPTYbF6J +ggrzLZ3EnWsrbo2hb8tkxT9Fq5k6CHaiC3+OGbegGTqDRo/Qua30OWIFVr0w ++bzvYv7Be8/Q/Bq5Lo3olNBKv1bS3/5pT7Wh4+zn17WhtwzvuPoKHUGZvSa2 +4ppy+oUOmU/MaEdXCHY/F8X5BfT3OHaQ/Sv6tsQA7XVLYlknWmWbQqM3evdJ +tybiR783jJLP97ZtLwrvIv0qY5Y9gLZT+6LdjX69YezBSoyXxRLN78QOgr5q +O9BGo8dv9KAd617FFKK17ze696IHttpe+IWm7bMf6EP/9N4ZcIN8Pqt/MaUf +LbDy7xwf7q/E8leWA+gZl/i2Q2jehz41z9G3Y6gWO8yHj1JxV4aI+SRNTTGf +XjyOtx0m70v83PYI/dQv4Q/x72FNXQvMvyJI2jyCdn8SftAF89PDPX3Ja3RY +Y+OuYszvLcsuVBC3qqssMtehwLTi4t436Miwj5zv0fI8mbVj6FC/e/WqeD7G +buQdfIe+6Pjj8gSep26nqzLv0bIe18xzDCho+HvtGbH74Z7urXj+8jZdXzuB +1gnIs+8ywvj+KBmcRGvl7Ygb34D1Qbd2/TfSD9y93COtsH6O1U0Rx+mqGe+y +pqA6ES5/R1/hkTc1xHqRMdL48wepVymL07ixnmyLark+g56f6bUttsf68nRA +aI7k36elWTbOFLRt+/56EQ+eX+3esnqsd9vakxMWo4czXQTbvCkY36CkwYPm +n1uVMXSAgt/KXnFL0Ev5y1bP+VJAcY8o8/GQ/0/ZhVhhPY268/SYEJrW9M5G +7BgFmrxXVkih83Q783dgvc6p3mTJJM87yOQfLMP6c0HaYhe665fFjBofDUy/ +5WicRi+cU1flcqOBxKPUqkr0qtHBgsRa7Je1IR7v0Ge6xe/EiWF/11jOIbRk +0qju8Z+JPF86MBVk1A3RCnGLVya30AHSXjp6o888U5bxkVMEA3rK5TQ0p96d +d7RQRejULgttQLvptR95M4Q/f3za4jM6gv6NU0+XAYrVNxZPodckW5/+oMcA +sTutTcQlQ267z7MZ8COT3/QrWma76O/vRgwoCkpd/wP9IJTnc4k5A4TlM3Rn +0ZePTknpbGbA+6jrDG5e/Pv/ZZxQQgADekNaJokv10dLbAhkQIPfZPEi9DMX +zxN/DjEg00WJxoNeY7/HwfcIAxzU7qxdir6+KX7D5jAG1LyulBFCjy5QOq+Z +yIDrA4MviXN+h3tPn2HA+bbfmcJoA8Mn2XeTGXDwgb6kCJr/VjGleo4BCmdB +VBSdP9PcqpLBgOWxr/uJ/4SdvfH1MgMWnOA8L4ZOuhv4+U4WA4a8TEQk0HuE +xTI1rjCgeee+HuL50htLfuUxoMIpJlUS7azweajqKgPyrQrtpch4ae3lYQUM +SDFqFpRG24cuKF1fxID/AYSQc5Y= + "]]}}, {{}, { + {RGBColor[0.24720000000000014`, 0.24, 0.6], PointBox[CompressedData[" +1:eJxTTMoPSmViYGAwBmIQ/evt6wNzGV87aMb0H/qqoXpgD6uQyFUgf0mBLdd1 +ZYUD/5x/vb0L5HNdXwwUkTtwd2tLzS8gP2iHXOvrQJ4DpwWO7/oFl+c+0P03 +9fsvmP7FXAc8HlaJ/AHyz54BAY4DIUHqC/4D+SDbYvoZDohvv8jAwgQz78P+ +uF2ePCB+tcg694dVH/b3sX0QA/HBXJFP+69yZiiB+GDuuvf7fUV7vKSAfJA9 +69xlDnwDmgrip4GBzIHpE/irZIB8kGsK9iocmB06f7U8kA927nWlAzt72T7Y +APnGIFBscODkU/sl9kA+2DhFwwPJ9Tdto4H8N4EgBxoeADr3XgzM/jyjA5/7 +gkuSYObbGh1YcczbvBbIZwCBA0YHynUV5ecA+fJA3+2QMz5QCFS4G+Y/K6MD +pw47rb0Lt9/oQDDr4kkP4OFhdGDzq+Kt/4F8MLfC6IDjx+Qz8syvHQrBFhod +qDJbbafIDLWPwQgcnnbMUPdmGx3wCPgjcZ8Vat5FnQPl++ZL/WWFhj+/zoE1 +3bczpNhg4aMNDg8rIH/WTCCQ1D7AYTs7NJINFp9aB2LvuDHXsEHdY6F5YN2N ++LKZQD4o3A+Vah7IF2o+sIsNFt/qB/YdFFeTZIelD9kDt6RrEqXYEfEFcpc8 +OzS8H0odKM6Y+NaCHRa/jAesGX1bLNmh9u34t/+uClujPTvM/Df7lfpKC+9z +vHYAB+9RwwOtNRc2/+SAuv+m4QEzm71BEpww9xkesHtxc40FJ9Q9XoYHtCWm +XgnnhKUXwwOmwAS4gxMWfoYH4jVPC8hywcLb4AAA0SR6UA== + "]]}, + {RGBColor[0.6, 0.24, 0.4428931686004542], PointBox[CompressedData[" +1:eJxNkm1IU2EUx+e13b0QJLJyrnIo0e6dBTNzW9uds4KyFyFnItFKUgy/qSwT +1qIi98lyFUSYloF+CGYSiLSs5J9SkS5KUMpymR8KaRlG9DY0e57x3PDA5fLj +ec55/ud/TnZVnaeGUygU+eSj/8RcHDdS4kXe0NAPoSMfD5XpugnCL6Ik9hfg +787EXIywrnf3jH/cilh/cyBBmF73vnRgNO3ZAOVgvDSS9cSBlsWaX5Q9kaxg +fMyB4hm/boGwS/u6q97lxEGP6dYS4WGSHuIkZNwbU6zg4kXJ4xEJRwf2rKRM +n9N9ldDKz6+hfJzGJwkTmtocytfbSExKKFl9Ya+B8Ckq0GHHT1KWskgbmrXh +2qVV/nWEG6iAu1a0l3eGjYSNScFbcf8iPy8RpnlDjbl4/tHd7Zbvz5tRfWbS +dVi+f1MEkfveyzG/pgR8by07UUW4u54mCLj9dJ/t9DJu2pxt7OCYn1ETaN0H +/98XMDK8406Mk/0yoUzZdeUDYQWNswL6Pvv6lzjmv07A9m/VUWMq8zsowG8N +F2YTzk+GmPSzMFXuR0DxgQX9tDJeRO3VZljQNNhpWFTK87Wgp+VdrYFn+T5L +0g8HL+vLg9rVXn6IZ/NbtODI1K7UAC/PKw+9bypPtvGy3jzUpZ/HAGHaTunv +LRh8nLExUyX7ZcXbtYFjhmVM+zaq2Pt9NvhqL8/ZCX+h7YWdcKaUNG9Tyf06 +EdvAn3OrWD8VLuS0NjZMq9k+hkQEA6/6/qjZ/OpFWKVHHr2G7UumGYWzkz12 +DdMXMSNXf3W8QsP2JyGigCxgRCPXN6NSHE1br5XrbcI/QTh/JQ== + "]]}}, {}}}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->False, + AxesOrigin->{55310., 0}, + Frame->True, + FrameLabel->{None, None}, + Method->{}, + PlotRange->{All, All}, + PlotRangeClipping->True, + PlotRangePadding->{Automatic, Automatic}]], "Output", + CellChangeTimes->{ + 3.532965449201366*^9, 3.532965485776818*^9, 3.532965544272182*^9, { + 3.532965597142304*^9, 3.532965614757547*^9}, 3.532967444049043*^9, + 3.532967483782074*^9, 3.532967556419057*^9, {3.532967650113426*^9, + 3.532967674629572*^9}, {3.532967721162192*^9, 3.532967732353171*^9}, + 3.532967782190297*^9, 3.532967858325647*^9, 3.53296831246825*^9, + 3.532969624995677*^9, {3.532970203236199*^9, 3.532970225099516*^9}, + 3.532970268674634*^9, 3.532970302262517*^9, 3.532970340221238*^9, + 3.532970382368277*^9, 3.53297049004172*^9, 3.532970522099133*^9, + 3.532971825239253*^9, 3.532972029338281*^9, 3.532972077868014*^9, + 3.532972119020405*^9, 3.532972193148625*^9, 3.532972238848951*^9, + 3.532972311351894*^9, 3.532972422524095*^9, 3.532972555312161*^9, { + 3.532972605497568*^9, 3.53297263337356*^9}, {3.532972663458548*^9, + 3.532972692518633*^9}, 3.532972749494878*^9, 3.532972897335083*^9, + 3.532972947056066*^9, 3.532973014254034*^9, {3.532973049990666*^9, + 3.532973102455456*^9}, 3.532973195857685*^9, 3.532973435491782*^9, { + 3.532973821207036*^9, 3.532973845138345*^9}, 3.532974080291778*^9, { + 3.53297431961649*^9, 3.53297435532281*^9}, 3.532974397641064*^9, { + 3.53297447620883*^9, 3.532974503212415*^9}, 3.532974582655037*^9, + 3.532974614952439*^9, 3.532974648481029*^9, {3.532974703818438*^9, + 3.532974711076592*^9}, 3.532974966532693*^9, 3.532975742970611*^9, { + 3.532975785684254*^9, 3.53297581054644*^9}, 3.532975840999365*^9, + 3.532975880625416*^9, 3.532975911273784*^9, 3.532976475673032*^9, + 3.532976509991138*^9, 3.532976557080371*^9, 3.532976593609882*^9, + 3.532976642247031*^9, 3.532976677696332*^9, {3.532976750926095*^9, + 3.532976785670306*^9}, 3.53297687386363*^9, 3.532976954866662*^9, + 3.533319092241662*^9, 3.533319388518166*^9, 3.535932224804205*^9, + 3.536963809903489*^9, 3.536964321063943*^9, 3.630558940547274*^9, + 3.630559108929467*^9, 3.632970505678615*^9, + 3.633020790546734*^9},ExpressionUUID->"65c325c6-7655-4484-949d-\ +f228cf3a3882"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"\<\"BestFitParameters\"\>", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"K1", "\[Rule]", "9.180460919864995`"}], ",", + RowBox[{"q", "\[Rule]", "1.035888358306958`"}], ",", + RowBox[{"e", "\[Rule]", "0.8312422234611634`"}], ",", + RowBox[{"pho", "\[Rule]", "50.58114624162343`"}], ",", + RowBox[{"Tp", "\[Rule]", "55312.62177045739`"}], ",", + RowBox[{"V", "\[Rule]", + RowBox[{"-", "15.260721742017866`"}]}], ",", + RowBox[{"Porb", "\[Rule]", "41.822315872129906`"}]}], "}"}]}], ",", + RowBox[{"\<\"ParameterErrors\"\>", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"K1", "\[Rule]", "0.16603650490048893`"}], ",", + RowBox[{"q", "\[Rule]", "0.016293654122635802`"}], ",", + RowBox[{"e", "\[Rule]", "0.005359466370662124`"}], ",", + RowBox[{"pho", "\[Rule]", "0.8517351598487236`"}], ",", + RowBox[{"Tp", "\[Rule]", "0.012454901027415803`"}], ",", + RowBox[{"V", "\[Rule]", "0.058058364081558685`"}], ",", + RowBox[{"Porb", "\[Rule]", "0.0333333430782805`"}]}], "}"}]}], ",", + RowBox[{"\<\"TimeSpent\"\>", "\[Rule]", + RowBox[{"181.417236`8.710223539417896", " ", "Second"}]}], ",", + RowBox[{"\<\"CorrelationMatrix\"\>", "\[Rule]", + TagBox[ + RowBox[{"(", "\[NoBreak]", GridBox[{ + {"1.0000000000000087`", "0.37397425759987124`", "0.8086424238575858`", + RowBox[{"-", "0.07654142748174192`"}], "0.3228373921927802`", + RowBox[{"-", "0.20050828848779706`"}], "0.07401665600959514`"}, + {"0.37397425759987124`", "1.0000000000000204`", + RowBox[{"-", "0.03166665664911638`"}], "0.01528957784287129`", + RowBox[{"-", "0.0420783810866681`"}], + RowBox[{"-", "0.4981681703293375`"}], + RowBox[{"-", "0.02110916349489947`"}]}, + {"0.8086424238575951`", + RowBox[{"-", "0.03166665664911673`"}], "1.0000000000000007`", + RowBox[{"-", "0.03663315969374706`"}], "0.3592131030199514`", + "0.001501899358244678`", + RowBox[{"-", "0.12705033096417834`"}]}, + { + RowBox[{"-", "0.07654142748173602`"}], "0.01528957784287072`", + RowBox[{"-", "0.03663315969374706`"}], "0.9999999999999986`", + RowBox[{"-", "0.7021814827801545`"}], "0.0415759723187999`", + "0.013170256122364788`"}, + {"0.32283739219278434`", + RowBox[{"-", "0.04207838108666944`"}], "0.3592131030199514`", + RowBox[{"-", "0.7021814827801545`"}], "1.0000000000000002`", + RowBox[{"-", "0.07921128724289475`"}], + RowBox[{"-", "0.13322160469095487`"}]}, + { + RowBox[{"-", "0.20050828848779553`"}], + RowBox[{"-", "0.4981681703293403`"}], "0.001501899358244678`", + "0.0415759723187999`", + RowBox[{"-", "0.07921128724289475`"}], "1.`", + "0.027848557101925006`"}, + {"0.07401665600960125`", + RowBox[{"-", "0.021109163494900204`"}], + RowBox[{"-", "0.12705033096417848`"}], "0.013170256122364702`", + RowBox[{"-", "0.13322160469095487`"}], "0.027848557101925006`", + "1.0000000000000018`"} + }, + GridBoxAlignment->{ + "Columns" -> {{Center}}, "ColumnsIndexed" -> {}, + "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, + GridBoxSpacings->{"Columns" -> { + Offset[0.27999999999999997`], { + Offset[0.7]}, + Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> { + Offset[0.2], { + Offset[0.4]}, + Offset[0.2]}, "RowsIndexed" -> {}}], "\[NoBreak]", ")"}], + Function[BoxForm`e$, + MatrixForm[BoxForm`e$]]]}], ",", + RowBox[{"\<\"AverageAcceptance\"\>", "\[Rule]", "0.12120999642538548`"}], + ",", + RowBox[{"\<\"BestFitReducedChisq\"\>", + "\[Rule]", "\<\"BestFitReducedChisq\"\>"}]}], "}"}]], "Output", + CellChangeTimes->{ + 3.532965449201366*^9, 3.532965485776818*^9, 3.532965544272182*^9, { + 3.532965597142304*^9, 3.532965614757547*^9}, 3.532967444049043*^9, + 3.532967483782074*^9, 3.532967556419057*^9, {3.532967650113426*^9, + 3.532967674629572*^9}, {3.532967721162192*^9, 3.532967732353171*^9}, + 3.532967782190297*^9, 3.532967858325647*^9, 3.53296831246825*^9, + 3.532969624995677*^9, {3.532970203236199*^9, 3.532970225099516*^9}, + 3.532970268674634*^9, 3.532970302262517*^9, 3.532970340221238*^9, + 3.532970382368277*^9, 3.53297049004172*^9, 3.532970522099133*^9, + 3.532971825239253*^9, 3.532972029338281*^9, 3.532972077868014*^9, + 3.532972119020405*^9, 3.532972193148625*^9, 3.532972238848951*^9, + 3.532972311351894*^9, 3.532972422524095*^9, 3.532972555312161*^9, { + 3.532972605497568*^9, 3.53297263337356*^9}, {3.532972663458548*^9, + 3.532972692518633*^9}, 3.532972749494878*^9, 3.532972897335083*^9, + 3.532972947056066*^9, 3.532973014254034*^9, {3.532973049990666*^9, + 3.532973102455456*^9}, 3.532973195857685*^9, 3.532973435491782*^9, { + 3.532973821207036*^9, 3.532973845138345*^9}, 3.532974080291778*^9, { + 3.53297431961649*^9, 3.53297435532281*^9}, 3.532974397641064*^9, { + 3.53297447620883*^9, 3.532974503212415*^9}, 3.532974582655037*^9, + 3.532974614952439*^9, 3.532974648481029*^9, {3.532974703818438*^9, + 3.532974711076592*^9}, 3.532974966532693*^9, 3.532975742970611*^9, { + 3.532975785684254*^9, 3.53297581054644*^9}, 3.532975840999365*^9, + 3.532975880625416*^9, 3.532975911273784*^9, 3.532976475673032*^9, + 3.532976509991138*^9, 3.532976557080371*^9, 3.532976593609882*^9, + 3.532976642247031*^9, 3.532976677696332*^9, {3.532976750926095*^9, + 3.532976785670306*^9}, 3.53297687386363*^9, 3.532976954866662*^9, + 3.533319092241662*^9, 3.533319388518166*^9, 3.535932224804205*^9, + 3.536963809903489*^9, 3.536964321063943*^9, 3.630558940547274*^9, + 3.630559108929467*^9, 3.632970505678615*^9, + 3.6330207905947227`*^9},ExpressionUUID->"1539fdd6-0740-410e-bcb5-\ +12f55c206441"] +}, Open ]] +}, Closed]], + +Cell[CellGroupData[{ + +Cell["MCMCModelFit for discrete-valued parameters", "Section", + CellChangeTimes->{{3.532829944456007*^9, 3.53282995316225*^9}, { + 3.532877527247162*^9, 3.532877528391423*^9}, {3.6329707795080137`*^9, + 3.632970791465583*^9}},ExpressionUUID->"7d5dce2b-21c0-4cf2-8f79-\ +288e76e1d208"], + +Cell[CellGroupData[{ + +Cell["\<\ +Check it out. All parameters (except discrete one) strongly correlated.\ +\>", "Subsubsection", + CellChangeTimes->{{3.532829956171239*^9, + 3.532829981584659*^9}},ExpressionUUID->"66fb9200-4578-4158-853f-\ +df02e01c74f4"], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{ + RowBox[{"error", "=", "1.5"}], ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"dattab", "=", + RowBox[{"Table", "[", + RowBox[{ + RowBox[{"{", + RowBox[{"x", ",", + RowBox[{ + RowBox[{"4.5", " ", + RowBox[{"Exp", "[", + RowBox[{"1.3", " ", "x"}], "]"}]}], "-", "2", "+", + RowBox[{"RandomVariate", "[", + RowBox[{"NormalDistribution", "[", + RowBox[{"0", ",", "error"}], "]"}], + StyleBox["]", "DesignDiscussion"]}]}]}], + StyleBox["}", "DesignDiscussion"]}], ",", + RowBox[{"{", + RowBox[{"x", ",", "0", ",", "2", ",", ".01"}], "}"}]}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"errors", "=", + RowBox[{"Table", "[", + RowBox[{"error", ",", + RowBox[{"{", + RowBox[{"x", ",", "0", ",", "2", ",", ".01"}], "}"}]}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"spr", "=", ".01"}], ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"mcmc", "=", + RowBox[{"MCMCModelFit", "[", + RowBox[{"dattab", ",", "errors", ",", + RowBox[{"If", "[", + RowBox[{ + RowBox[{"n", "\[Equal]", "1"}], ",", + RowBox[{ + RowBox[{"a", " ", + RowBox[{"Exp", "[", + RowBox[{"b", " ", "x"}], "]"}]}], "+", "c"}], ",", + RowBox[{ + RowBox[{"a", " ", + RowBox[{"Sin", "[", + RowBox[{"b", " ", "x"}], "]"}]}], "+", "c"}]}], "]"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"a", ",", "3", ",", "spr", ",", "Real"}], "}"}], ",", + RowBox[{"{", + RowBox[{"b", ",", "1", ",", "spr", ",", "Real"}], "}"}], ",", + RowBox[{"{", + RowBox[{"c", ",", + RowBox[{"-", "1"}], ",", "spr", ",", "Real"}], "}"}], ",", + RowBox[{"{", + RowBox[{"n", ",", "2", ",", "2", ",", + RowBox[{"{", + RowBox[{"1", ",", "2"}], "}"}]}], "}"}]}], "}"}], ",", + RowBox[{"{", "x", "}"}], ",", "2*^5", ",", + RowBox[{"\"\<MakeBestFitPlot\>\"", "\[Rule]", "True"}]}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{"FilterRules", "[", + RowBox[{ + RowBox[{"mcmc", "[", + RowBox[{"[", "1", "]"}], "]"}], ",", + RowBox[{"{", + RowBox[{ + "\"\<BestFitParameters\>\"", ",", "\"\<ParameterErrors\>\"", ",", + "\"\<AverageAcceptance\>\"", ",", "\"\<CorrelationMatrix\>\""}], "}"}]}], + "]"}], "\[IndentingNewLine]", + RowBox[{"mcmc", "[", "\"\<BestFitPlot\>\"", "]"}], "\[IndentingNewLine]", + RowBox[{"mcmc", "[", + RowBox[{"\"\<ParameterRunPlots\>\"", ",", + RowBox[{"ImageSize", "\[Rule]", "250"}]}], "]"}], "\[IndentingNewLine]", + RowBox[{"mcmc", "[", + RowBox[{"\"\<ParameterHistograms\>\"", ",", + RowBox[{"ImageSize", "\[Rule]", "250"}]}], "]"}]}], "Input", + CellChangeTimes->CompressedData[" +1:eJxTTMoPSmViYGAQA2IQHbfwfFhw0CvHgnL1cBAdf/ROGYjunrm/HUR/9fw1 +AUQ/X542EUQvCE6cAeYn7lwHol/Fzd8EotWfpW4B0VMjZHaCaDcxAzDt1Ba2 +D0QHXL28H0R3ZE49AqK3SiccA9EZhvHnQHR9dP8FEH321sYbYHV6B8F0343D +D0H09CeXwHTxPvvvINom4gGYtptqyxkCpDc/iAPTlwpnTwkF0nfc7KeBaK8D +9Q1hUa8c3flFG0F06pajfSBaK8JhKojmvzdlJoieZCSxBEQ/Z+xcC6JPKV9f +D6I5D52/tpfntWONm+R1EP2vkfUZiNZqFALTjGwVX0F0HpvHNxB94WcVV4Hg +a8ec+J1gGgBXxa97 + "],ExpressionUUID->"863b360c-e0dc-4b44-a24c-9d040891eee2"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + RowBox[{"\<\"BestFitParameters\"\>", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"a", "\[Rule]", "4.071947796280586`"}], ",", + RowBox[{"b", "\[Rule]", "1.3436380403265726`"}], ",", + RowBox[{"c", "\[Rule]", + RowBox[{"-", "1.1188615687926136`"}]}], ",", + RowBox[{"n", "\[Rule]", "1.`"}]}], "}"}]}], ",", + RowBox[{"\<\"ParameterErrors\"\>", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"a", "\[Rule]", "0.2495040204777432`"}], ",", + RowBox[{"b", "\[Rule]", "0.029062083282677873`"}], ",", + RowBox[{"c", "\[Rule]", "0.4378903959611945`"}], ",", + RowBox[{"n", "\[Rule]", "0.`"}]}], "}"}]}], ",", + RowBox[{"\<\"AverageAcceptance\"\>", "\[Rule]", "0.17667367589111568`"}], + ",", + RowBox[{"\<\"CorrelationMatrix\"\>", "\[Rule]", + TagBox[ + RowBox[{"(", "\[NoBreak]", GridBox[{ + {"0.9999999999999897`", + RowBox[{"-", "0.9666499414717683`"}], + RowBox[{"-", "0.9418760573296167`"}], + RowBox[{"-", "0.019248943254368798`"}]}, + { + RowBox[{"-", "0.9666499414717683`"}], "0.9999999999999931`", + "0.9002303707123518`", + RowBox[{"-", "0.051420165512531736`"}]}, + { + RowBox[{"-", "0.9418760573296167`"}], "0.9002303707123518`", + "1.0000000000000122`", "0.0015435407326377874`"}, + { + RowBox[{"-", "0.019248943254368798`"}], + RowBox[{"-", "0.051420165512531736`"}], "0.0015435407326377874`", + "0.9999999999978032`"} + }, + GridBoxAlignment->{ + "Columns" -> {{Center}}, "ColumnsIndexed" -> {}, + "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, + GridBoxSpacings->{"Columns" -> { + Offset[0.27999999999999997`], { + Offset[0.7]}, + Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> { + Offset[0.2], { + Offset[0.4]}, + Offset[0.2]}, "RowsIndexed" -> {}}], "\[NoBreak]", ")"}], + Function[BoxForm`e$, + MatrixForm[BoxForm`e$]]]}]}], "}"}]], "Output", + CellChangeTimes->{ + 3.532914645237731*^9, 3.537023924052868*^9, 3.537024026866736*^9, + 3.537024065676604*^9, {3.53702413603395*^9, 3.53702418697119*^9}, { + 3.537024229481877*^9, 3.537024278230837*^9}, 3.537024349327274*^9, + 3.537024444598117*^9, 3.6305591551111307`*^9, 3.630559342468705*^9, + 3.632970803018832*^9, + 3.633020998038225*^9},ExpressionUUID->"7d4fabd8-4741-483f-b08a-\ +fec44c6c7b7a"], + +Cell[BoxData[ + GraphicsBox[{{{}, {}, + {Hue[0.67, 0.6, 0.6], LineBox[CompressedData[" +1:eJwVxXk01AkcAPARNdp5yBE75Wg0clUzqRzFfr9FlJmpHB0keiJHq0P1HGnD +OirEtpO1SzmXWm8acrSi1dasV6RcNR1jaMxjGAwTBuG3u3983ocWfNY7dBmJ +ROL85/89Q2WdT4dDvwvmq7fKC8mo4brmXB/VDVaUsle+Kifj1sK8ghqqL4hG +aU08HhlZ7cKHd6ghsM2j8sqlRjIeCVE9uUW9CPH6nbGGQjL2MtJds6gpQIoO +4t7V1sSi1QfSblC50GJQkfHyB01M0qyxvE4tA2WDE6Xg5Eo86lfMn5isBWXV +6prZcApSiKQAD9NmcFfGsRLDtNDCa1z2PEMAdomnDjBjdDDmtRPkTb2EGDG9 +4tPwKjSq1RWrqb0BF4d2rkhfD+slrq/eOHeBYk4v0zJCH59F3lnrN9oD2f5d +5cI2A5ze4KLDixLCpZDzQntrQ1w2V7lqrcVHSLBW/zGiwQjtiRP1Pg9EkOPt +f5PpRsVXKdtet9j0gf8lge0G0Ro0y5HP3R/vh6JbfhWZfGOUq/rEb5kScOw4 +MLc1wRTLRhpbtW8OgPm7/XVDe9ahtkmFQiqVgoHCp03tKA0zI+pOFdEHId7X +y0AWao4zWCkNvzoE/9yLmzDKX48X7QS1hs9lYKz+k2ShjY59DwQZnbQRGB/g +uVtZb8CvkT351vFyOHgvLUufa4m2u8hLpxpHge5pTCqZs0KPElpYtdE4VBSq +kZk/22CMSZD55wAFLPXK5B6WG3Hj6CGKkDMBjl/qhuUvNqG+zoSmYH4Cwg+S +TEMqGKjRnM9fXzAJ56oFmunNTDy9rfHDSpYSfA4ekxS2b8HKfcFFf80owa3E ++yt70A6n5WtWDeZ+gWvOJY8b57dinY+HOtdtChi3D7WedNiOV/emFtYOToGZ +1pXQR2ftkdbr+b40dRqOQcD66IcOuMMhhUu1m4FeVX/0droTBpi+mVPrngHn +/ipKbs4OnG7NkpxLUsGERVGYYosz5mkEXvSmz4I4SHH4dbsL6ovrSpYJZoFh +kr7nRgzg8itJvk7n5+Ajr5FZzEck3Q/kS/TmodsyLEKvaBdG/8bP0ns2D6cb +dSbP1uzGJ7bXNHXPfAXDnqiawk5X1PWM3pisvQAByaL9GXI3FG3q6I5rWoBP +wmRZ7GZ3rLoLdGngIiRe14jUivLA43x7XZOlRfh2Mv3wvvq9mJhanCT6YwkW +FVLFZYYn8mQm+dpsAj53DMW6lbLw2p3UE+L9BKxdXVw4dp+FId5jFg+8CCiQ +0v3yqlho3NRUxTlCgKBLM035hIU3so+1ZAYTUHKb39nwnoXh9r9OfhNHAFWL +mcLVZqN5isFecjkBRz8FziZcZuOSY4KW8B4B8ZQ4O79kNn4YG+gqryRALfoM +xeE6G3OO1Bx3ryZgcCY6X5XLRsLG+0JqEwG2SUXfZT5ko6gz+656NwE2kpYh +9RE2/pmmOtn9loCBqXqX+Qk2cncGWZe+JyCKynNUqtjI+n1z7W4xAdWJTmZD +yzn4OLb9ZdIwAcX7GhqkNA7mbtqe7TVKQOaL5t0yKw6elxT40hQEPLo5cmGM +wUEr9vd9T6cImGpz6Vhw4aCGWk9ZjoqAv+WbF1bs4WB/3c7IE/ME+JW97dRj +c7ApspTBXCQgMDXXa50PB38xo0wTBAE77d9dZvhz8F8PuFLL + "]]}}, {{}, + {RGBColor[0.24720000000000014`, 0.24, 0.6], PointBox[CompressedData[" +1:eJw11As4lGkbB3AdRE0lqnHKOFUGZWWcmf6vSc46l5Kt6OTbknZr1WLJVlbl +KwotutLq9Nmi1KpskqSDVEhFSJiIkHEY4zQzX3Tvc11zzTXzzvs89/3/3fPq +BwSv2DpWQUGh+Otr5P3fVbLBb1JwjiITNiPLtSH0EBK2l2rNPsOizwmYUhLt +WKslxx3O4bbld87i4Vjxe+nzf69fwG+b2PIlt7uRkjyyMjCYkn9fbekU5tvv +s5CNiNBXS1lM+/KRb7Jx4K32pPmZ6nT/37h7n3/asVSRmVR5fjd/0m1s23gh +TjtOmfm2Xy4yLJI3B0YNwNjvRKGYm4fq9euDi+PG0f75iEtkzbLOncpc+Hp3 +5fkC7C03LlzXPYnOewDv4DRjhckqDG90PURMbsyRzLUKdH4RrGNlfhpDysxD +MffrCY9wUin/ZXqXGN/qeQIvztwjMokKs2L0wKfwjX7yWNVHieorhk6q91Qz +kRQNoSMbPsPG4GKzLQ1qzLd6n2O733F50ofxzI8j5e1+gfpDHhyHIB2q/yWe +7K/xPZE9hfmmUYYAr/cJ7zOVqJ8yPBg284/cxGLcRg8oR2aiQwg7ZTL1V47V +gYMKTZqqzMhpfidewVGkvH2LtSr1W4GDscs/fSdUZUbbqazAqj/S45h12tT/ +a/zECnRua+MwuiPlcN6AbzXL71gom/J4g9j2HQFp8mnM9m0j6y1qHE2ckuI5 +5FWJxE12zwa+12BGdpuRVQlevKX3nmlqlFcVrlxg3VHjcpi+ke3EVYhw89Es +TdOh/N7hrUqIVfZtbWbh6IbVYGqrQxVXqDPf8qyGo4Cl96hZkxkt73ANGlMv +pisV61G+tchyGrcrrJ/NvHg+smrh9nG6fWSoDuX9Hvf+s62lco46M3O0wDrk +SwtvFlzRp/zrcEQ38NYCNpsZ3c7vA75vasnJ3KFLHvV4O3Vx9rabbOqnHk1P +dikwUdrkUw9B8gvtYRU16q8e+8JXJ2q0cMirAbXbGJPMTD3qtwHVxzc0uR/V +IL8GuIvdOizu61H/jTAZ31JzN8eAPBsx43KgB1swi/JoRMrRolMnF2uQrxC/ +T7QYt/uQHuUjxIOQofl5dZrkLcQt2xCLDxFalNdHJEkGHyjE6JD/RzxO2DKZ +Yzqb8vuI0tKt3AlXDGgemiAw2Sh5cmMm5dmEwz2z590z0qf5aIJJeIUwwHcO +5duMnWdcxo3X1Kd5aYb2wvi/9FW4lHczIrzduLrFujQ/nzD34F07L6c5lP8n +5IZ4Z61zNaB5+oSsee5y05NG5NGCuwNFhu5SA/JoQWnEL78+YpuQRwtiK9g6 +41cakkcLKswSErYZzSGPVjgqZniE9BqRRytW2ShLIl9zyaMVZ8cORrCXzCGP +z3gbZNYcXmXIxI16fIaV4bXOyFJD8viMiAKJuFjZiDzaIGSKLkcrcsmjDYN6 +PVXjb5iRRxseO/BTJ7rNJY92pLP8lle5cMmjHWaLlmaWBcwlj3YYzGXJRD5c +8uiAvt7prKfNpuTRgZiO1NU/qxiTRwfK9M+56rWakMcXpG3l5RUbmZDHF2h/ +kI+ZxDIkjy9QS7mbPGbDPPLohPtKtWh1VSPy6ETanmrDqHpz8uhEtNJQutNt +M/IQwf6ooua1W4bUjwh2O+Wi8lXm5CPC708FXoEV86k/EQotl7cGRZqSlwhL +3Vv+95Ixp35FuNbeHh10fj75iXC2xUrbSsuc+u9CeNiTtby/zMizC9U+/HvB +IgvKowvFiyJ/+O2iKfl2gan557Lq7PmUTxcmxFe/na7+HXl34Wj55JSqmwso +r26oPRKqrZ/AI/9u/NxQnFuwiEf5deOAgbPGDD6P/p/d2HQrXmnzqwWUZzf+ +Hkj4h5XEo/noxlWNS28u+1tQvj0Ij9laZJZuTvPSg5Ikz94ZOlaUdw8O/NQY +IkmxoPnpgfFQse28P3iUfw8SI1NlNdstaZ56kLt7RrjnDQvy6MXn95XKfuFW +5NGLGJVLJ2KWWJJHL1hJw1UpZdbk0Qte9ULrcXrW5NGLp5eMy/P3W5NHL+Ky +peXHeTbk0YvalS7lFe7W5CGG3ksb+/ne9uQhhmM626ZpgS15iPEhKqp1uakd +eYihrxStem3IijzEmLmbK5yWYkceYnQb39fuTLEijz7k+AirZOZ25NEHBfHV +slPH7cmjD9HnQkpNNW3Iow82nFKJeZEDefShzUAtQfjIhjz68F9Lzqvnr+3I +Q4L8mB8P7vNzIA8JTsv2BG44a0ceEnDL0gw6JjqQhwTvVCMPnsi0Iw8JNqVt +NDSVMOQhwat14ccCLvPJox8dZzr1m/scyaMfai55vjIPR/LoR3zYsrk72heS +Rz9+ff3QJWc6nzz6IV9RovnuMMijHzkvld9dNWPIox9RRb7n3C2dyGMAeZnr +U6dHLCSPAWRdfJ5ctwbkMYBn442OemYw5DGAY2EiG1kjQx4DKJwTp5noJyCP +AbQVXivh6wrIYxAvVQtvZRx2Io9B7JvwhsM/u4g8BrGIJyx5kyyg5+Ugjj0a +e2W2loA8BhEW5B8/kOpEHoNocv3cphMqII8hpHNYGVe7BeQxBGmJv3ftHmfy +GEJbZK2wU+BMHkN4UfDacrvzIvIYAqegKSGW70weQ1CPuqehe92ZPIbhmhNt +H53lTB7DUIjN2HlqzGLyGMZmR9+KK1tdyGMYXYGv1gzFu5DHMNaUOzz0WbCY +PIaxxVM69c9Ti8nj6/Vm4ZqSXBfykKKk6/nkzKMu5CEFt0YSWRvlSh5SZNdV +Sep2uJCHFI5b+a4/1LuShxTtgve/jNnkSh5ScILszsPVjTxk2BV9fdnKOjfy +kKHBIztXvcOVPGRoXO/1Z2S2G3nIYLvf36fonht5yBA/zqq81deTPGQoDL8t +OffFgzzkyFPcu+xqtgd5yBFr63irbK8necjxMVcru2etF3nIUWAbeyYhy4s8 +5Eg26Pdcs9OLPOSweaBbVHLdmzwUGG//VftevPZi/g83gNx4 + "]]}, {}}}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->False, + AxesOrigin->{0, 2.}, + Frame->True, + FrameLabel->{None, None}, + Method->{}, + PlotRange->{All, All}, + PlotRangeClipping->True, + PlotRangePadding->{Automatic, Automatic}]], "Output", + CellChangeTimes->{ + 3.532914645237731*^9, 3.537023924052868*^9, 3.537024026866736*^9, + 3.537024065676604*^9, {3.53702413603395*^9, 3.53702418697119*^9}, { + 3.537024229481877*^9, 3.537024278230837*^9}, 3.537024349327274*^9, + 3.537024444598117*^9, 3.6305591551111307`*^9, 3.630559342468705*^9, + 3.632970803018832*^9, + 3.633020998083049*^9},ExpressionUUID->"d7c800f8-9e3d-44a0-a028-\ +7b25cb8ed602"], + +Cell[BoxData[ + GraphicsBox[RasterBox[CompressedData[" +1:eJztvYm/E0UW+Nvvvf/g/QfvH8h/8JsYHbdRJ+PouMZxm4kyosR1zLigcRlb +HTWuVwUDYhAMigEhbAENAmEJSFgiECCAYQnXAM3SQAN51V03RaV6SafT3enO +Pd9Pf6C7Ul19qm9XnTq1nPr/Hpj01wf+H47j7vm/OO7//b85Tj5vAQAAAAAA +AAAAAAAAAAAAAAAAAAAAAG4hCo1Gs9moN8RBSwIAAAB4H7FejHBcLF0CrQEA +BqDmVUNuXgmDFgQAHEYSm02BvpTaJ8LYqZAMRYqCJLZ/AQBATb04wnFculQf +tCAA4By1OMeF48lUMhYIxctIdUiVKMcFIsnNm9KcQiRZkFrCSIgLxBKJaDiW +Lg9aZgAYEJ3tK9K8uty+Ekvh0EiT+gUAho1mPhrL4g88FeCi2VpLKIYCyWZL +SIW4WLaKwmu5kWxlfzIUKsjFpZngQkWwv4FxB9u+EqsZuU3F5w+VqfYV0hoc +F+X5aCicLjcHLTMAOIAk4BHuRikd4Lh4vo60RjjAN1tNPhBIV+qNeh01rqRW +MxkKK8pCHAlwfAmKAzDOULWvhCIfShRbTPtqQx4VH7mgCHlUUKB5BQwpjUwC +tY+4UCKrqAVkYifFlpSNcOGRfCGT4LhASUBKhEtVUXAlwnHZOpjfwDhD1b4S +SlhrdLavUKMrlFTKUTkEVjkwnIjZqKwx8PidKLWq2RhSE/GR/MlGKZlIxKPh +WKrYLGejoVA0FkXlJRTPQlEAxiUd7SuxnAzxpRbTvtpfCHHRitQSK2mkW2BQ +HBhGmjzHjcjmdauaSaTKQkuq8bGRxqDFAgCPwbSvxGwswAWQuqhKVPuqnOVD +oUgsKiuXeLYyaJkBwBEqmXggHE/yyMQIg0ENADqw7Supnosni4OWCgAGgzKd +UEL/w3AFAOgB7SsAAACgJ6B9BQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA +AIw3hGbT5a2FJFEQhI6ZemoZmBDjy76EUeYMUn6cpWajSQnHXHaNoI7fv4jy +++oIUOWfCTG+tEssz70oAAAcp5mKhvk0+idecUtz1DLybhUJPhHnc4K2DEyI +8WW/VHI8x3F8RlmlJJRioWgqzYdjGVF92TWCOr41hAofll1OF2uCVFO8Tyf4 +eCyJ81tOxaJ8io+E0+38MyHGl9YoJsNcm2im6pUXNSDcbWhJbBtrQI0Gr7Wv +GHlUTdGBN2OGs1lVz0W5aA6dNAvxQCzv0lNFAX/C9Wwsmq6qZWBCjC/tEEjg +A+GiLJKkpC071UFpx3P7Oi/r3SKo4/chU5FXHMEhxGb7fYUiGame5biYnLTs +dzpRV8I7Qowv+5AoFY3maqL84jNLMp55Ua7jbkNLqsqunqKJRDyerSi7uZRS +4Qif5qOx9JhPJybE+LIfvNa+ouVRPGJF5aYodnXlujzjp1lViIfiBdktn1BO +otfv8hYRYpkPxAtqGZiQBYaXdsgs75Sh7K/USARCeSXFchJVsbnOy2K3COr4 +1mk7naaQSuEAv6eQQC9NvhRLIS6ACkyzM2TpIqPL/tw+1BKoqpRbPx56US7j +fkNLGNsprxYLxCpSLcZxWfnzbya4QK4hyeEdIbsNL/tsunqtfUXkIU1RpD7C +6erJQcgzTppVglztlnAvUUHZrs49pGY5EeAi6Q0qGRip3vyv0aUtMre1hlAM +cKF22onQ81M7LlHlZhxBHb8PWK0hNbNx+X2t5gOBMRukgYoMErvUGTIlYXRZ +6NNZUCMXDqeaXnpRLjO4hpaYRKp2Tz7EJRT3y4Kib5utZmfI0u+NLot9yuu1 +9hWR5zJlPhwv7ByQPOOiWVXkQ/G8/E2JbhYBsRIP4e0hZffjahmYkCWGl3bI +LLS/vSaP/lhKGSsnUWlb2nlZ7BZBHd86YinZrk6FTGzsfRUaklBEBloex8C2 +AxOyPG90adnWEMd6j+WNC9PVQ955Ue4yqIaWVMnGOS66YR3PcUn8NyzK+raJ +Whd0yPPTXzK4tE1reKXZwGqNZiUb4Lj05p8G1owZB82qajqMze1G2+52BSEV +iWQrdVwPqWVgQowv+xZGatZL0TGPnaKStlydKWnv6LysdYugjm9VJrFZSkdD +/NjXUh6JxrNlQXlfYjXFcTH5GQ15wKKmCtlheGlZplwiIX/GkrxVNF9qeORF +uY/7Da1KJo57y0eKjZZQILbDCLYdmJDlC4wu+9UaXmtfEXlQUzTTboqqn+6G +POOpWaUM7WXS0XC87OKgi1BOjW1GnyprycCEGF/2iVjJp0LEz7M8CBVLZ+RB +KEF92TWCOr4lpEYlFQuFyVYFYjk69r7SAp4TlUwno5F0ZewhTIjxpUUahUhA +kSE8UjeTcVdelPu439ASyiPheLYhKN863m5Yrk/qMbzvMBOyb4vRZV/7FHut +fUXLI39R0XCi3MCzqET35RlvzSqhObD5XaLYnlCgkoEJMb60V6hmU9C/7BpB +Hd82JNKgEZqdkwzZEONLy88XBFpPe/dFOYn7DS1km481GtATUYsrrDQCyJwo +JsT4sg+81r7qlEduHY21reT9N92XB5pVAADoM5iG1qAbDSq82Wy4/Jpcl8en +zSrthSHOLA0GAAAA/AyzMESqIrs2VRX1lgZzAOAKAyoPAAAYI6kXhjTrdVF/ +aTApzsblesh+9aBIzv3qBZGGSWu4qGmBccTgvuiG5sKQpmopMcEbYuviQak8 +KFLLk1Jhkbz8dVmD67uhZflGh5IdGnn8m5FBFhBm2Uhba5RUS4kJw1ScAc8y +TJ+ZSa3hPk7Lc+KEGPw/n6Jj40ZT3i3G2/vpFa9oDY2FLTLqpcQEr71JYCgZ +ps9smPLSE1hloOPTkbWDlmXYGOhHpV7YooTqLw0et0UAcJNh+syGrMPNPERr +PHj/nEHLMjx4ogtXZ2GI3tLg8fn9Ay4zTJ/ZMOWlJ4jWQMegZRk2PPBRaS8M +0Vzl4wFpgeFnmD6zYcqLeTaW6rTW+OxT6KSyE399VP6SFvApw/SZDVNezLOy +sJfWGtOnlQYt0VDhr49q8F1qwFDjiW5bWxmmvJhn165RWmtE//HtoCUaKvz1 +UflLWsCnDNNnNmRK0CTzsttprfHO/1YOWqIhwY/NKn9JC/iUYfrMhikv5qFV +Bjree/fnQUs0VPjro/KXtIBPGabPbJjyYp7UFxtorXHrX78atERDhb8+Kn9J +C/iUYfrMhikv5iEdU0RxLFzw6/p1BwYt15Dgr4/KX9ICPmWYPrNhyot5sKY4 +flx2KvLaq8vx5dVXTRm0XEOCvz4q3w3EAP7Cj4N9xgxTXsxDL+578okFsNzP +Xvz1UflLWsCnDNNnNmRK0CS0joBF4jbix2aVv6QFfMowfWa95uWxifNmfLnR +IWFcA7SGo/irgPhLWsCn+PQz09w0ude8DEftetcdX788eRk+p7VGfllVMz76 +admyXS4K6G/8VUD8JS3gU7z8mRWTYdJLEM1UzWyabD5x/o0fh0Nr6Nkab/I/ +aca/+qopq1bJ3rVPnBD37m26J6g/8XIBUeMvaQGf4u3PTEhFo7maKG9llpF3 +wjS5abIZhqYnB2Xh9r+lyTk5Xnt1uV78iY9k0clb/E9DkH2n8XYBYfHdQAzg +L7w22CdWc7FoLD5GLMbnFPfQtUQ4XqE8QpvZNNnM44ZJa5BczJ9XIfnCqqHR +OHXk8En8645fj65ZvY/Ef+/dn4cg+w7BUQxalh7wl7SAT/HQZyYiS4Ki0e48 +aeTC4RTpSbFr0+Sh0RrXXj0VKQtyyQyI45Nn/51blNtxxR80fhqY3D7BQwXE +BP6SFvApXv7MRBHbGOJIgEtXx4Yw7No0eTi0xsH6CZSFm26YRkI0tYb6ID8d +O3ZmYNL7AS8XEDX+khbwKV7+zHKJRAkpBakW5zi+NKYe7No0eTi0Rq12jMmF +ntZ45umFmj/9+mtjYNL7AS8XEDX+khbwKZ7+zBqFSEDpWQ6P0KPetmyaPBxL +G1as2I3kn/ToPBLSq60Bs3CN8XQBUeEvaQGf4vnPTBIE1cIM/U2TzWTnuf8s +Pnr0lMtaY+nSXU48aPMvB1GyB+snSEiwvQ+sgdbAA+X4vFjcb7tUw4FPR8P9 +JTDgL/xYKIwxP3uquGafy1rjkQnfO/GgujKucf78BRKCc7Rnz+96VgY6Pnx/ +NYn5ls6yDgDjrwLiL2kBnzJMn5l5rUH7FXdHa0z5fB160Nath+1NFmuNS5cu +kRCco9repoHWSCo7N+Hz66/9wl6Rhgx/FRB/SQv4lGH6zMxrjbfe/Mnl2aeT +X1xKKm26ku+TA/uPR+6aRYf87ZZ0V62Bso9i/vuZnN+HdVzAAwVEajaabHes +JAqCoI7qAWmB4WeYPjML6/u+nvkLOhk9etph0Vq33DzDCa2xd2/z9ttm0iEn +T55Dj9i375iB1vjXhO9byvgOaI2uDLiACKVYKJpK8+FYRh7eU5zqTCnMRFJF +Enw8luz0qTNoaYHxwTB9ZiaHaWitMXv2ZnSy1vkRYbrSrlOD132ye/fv99+b +oUOw1jhw4LiB1sB5T7y0DLSGAR4Y+JNyUS6ak+cPFuKBuHIiO9VpiWO+O+vZ +UCRDmyHDVJwBzzJMn5kFW+OxifPk0eEPVjssWofWGB21zbTJLdzBVPt4U79N +m+pdtYabwzr+ZaAFpJEIhPKKW4RyMsAliuzvUikc4GkHlB7QdMAwM3wfmAWt +MfkFebhh8+ZDDovWoTWOHdOYS2wNMsOWIEkXUUijccpYa7g8GcC/DLKACMUA +F8LLW5uFRIjRGlIzGw9wkTT9MQ1TcQY8yzB9ZmbycubMebq2zH6/DZ2Uyy5r +DduceBSL+596cgEdcvHiJYPR8EmPzVcHnjx5zi55ho+BFpAmj2wNZe1+ORmi +bA0hEwspLb5IodExTj5MxRnwLMP0mZnJy0cfrqG1xvnzF9DJ+nUHnJbt5r9c +Hg3fueOoXckuXbrrnrtn0yGXLl0yGNcYHT2NzSv6+O23E9Ysjnvv+eaJ2A82 +ZcWjDLSAiOkwF83JakMZ4LjsPqc8Eo1ny4LITq0apuIMeJZh+szMdLhNn1Zi +emYmPDR327YjTsv24vNLyHNtdP2Es8MEBpXV4nqdUcR1FTpuuD6F/l2er1rT +GjiF/nPhTTzRhSvPoYqlM/Icqo6JtmI5ioWLpOnwYSrOgGcZps/MTF4+fH81 +ozXc6dt/gdIauYU77Er2phumqYXfs+d3ZHF8OrI28025pcwTu/FP00g2f9l0 +kEjyxn/lDQ2xHWTh6eiu666Z2n8uvIwHCojYbGoszcBIoghzqACXMf+ZSaLa +IPYWZvJy9VVTcIUZ/ed3OMQFrbF162G6wV9cs8+WZHsazkbRTp2Sxy+q1VFG +a+Bjw4bfLAgAWsNTDN44AoaaXg3wapYPcFx0pOBZ1WEmL9f8cSpTzbqgNb6d +s4XWGniRXf/g1P5843STkc+elf90eJIVPuZlt/czn6qnW7ZvO3LwoG6b2bP4 +qxL2l7SAT+nxMxNGQoFMzaN6o2teSOcMHeiC1piWkkcfVhb24me9n1xlLZ0z +Z84n3xu7t7L9CE7t1US+p0TwcDk+Cm2R8PHxR2tItNHR02I327KnVxdUthTs +SVQv4K962F/SAj6l18+sWeD5gkf38elqOn34weqBaI3UFxvQI/BeGP08jty7 +YMGvO349ajk1cuNPP+7RszX+dku66/gLfcuH76/+euYvJiP7Ak+MhveIv6QF +fErPWqOYTHpYaxhHWLf2gLrumjplvdO1Wfim6fi5b/I/2aI10L/TUhssa42J +j2Q1Z1iho1JpkGd99OEa43SYSQW33Zo2GdlH+Kse9pe0gE/xuNaQJKUrnukq +serwc8EPFXXdVasdY9zG2s6D989BD5373dZWf5VnsL0or5/BCITBynFkYpBn +4W04usqjPu8a2Uf4qx72l7SAT/G41qjkeCQhnynKSqJvh5+vJvLqumv9+gNm +ash+wI7Zlyze2bJDa9CToNDBrPLrKanoP7+b9Og8OrVb//oV3t1PHiuft91M +Ik8+saAFWkNGSEe4QKLgoDTd8F2XGuAvrHXbut5DJfCBcLGtHfp0+KnZOJ+T +kSc43XvPN3ZKrf/Q/rXG+nUH6Hp+wkNzLSf1v7cLtITkwC4Qjed6Mb5ZQGsg +CnyI48Z8gAwEUBmAC3hHa4jVXCwai48Ri/E57LYtGQoXNCds9u7w89ZbvlLX +XWuL+3Fg1ylD1rBLa5AZs4cPnyRp/j0ye+/eZvebdaRCSbW0tMYVf+hY0qLJ +HGo6sZl84QjM5Fv+jR9xx53X4CjM34VKB4of4gdmboDWAFzAktawUk11R0SW +BEUDP0VHa1hy+Dl3ruyrEO9kR4MrtEOHHFlNYJfWwC6zgp17gluWCukgcn5P +ZLbmGMfkF5YapDBv3na11nj6qYWakemN2ulw7xsgvRUQoYi9Cubqg5mdDloD +cIFePzOhxLMem51FUGkN6w4/n4svfpNnVUarXXctyrETTbdtO7J1S187fdOu +AnEIbqJPS5V6TercuTGt8fZbhf61BoOm1vjng98a3PJ+cpXmXZqRn3l6oYHW +QEds0ny78mIvPRYQqV4pl0vlmmrLVncArQG4QO+fmZSLcVw46cpSP6lZL0W5 +cLHTCLDm8NOgWsPhtdoxk/HNc8dtM5l08JCBhWTPnpXwjffe8407WsM4fVoR +dL1FM4IoSiafNUD8VQ/7S1rAp/T8mQnleCSWLbmzPlys5FMhldaw5vCzq9Y4 +sP84Cblw4aIttdntKq1BqspekyJagxw//binH9loXk3k0bFs2S46fez8UA88 +9tGP1li6dFfXGweOv+phmEMFOIrVOVR8JFV1SKReUTv8NMhOV63x22+Xt/P+ +asam/muzf034niTCv/Ej87heU8OrER2qZkmCdPpzMlu63tKP1li9ap9D2bEF +WBsOAJpYGQ0vOjMa3jf92hoHjqsj91Ob0YkIwlkmvJ/UbK9mt287UtkubzKC +7JcnHv8BJf78c4u/mX3Z1kAhzC4k7/xvJQq8/tovugq2ePFOzV83bPiNBH7w +vkXfXE7jr3rYX9ICPsU7M2/7xyAvo0dPd9Ua9E+2aw11uLXUXntluaON81Wr +avFnF913b4Z+xO+/y2+PGcHPL6smXlqGVYyx1tD7lXYgj1eOeBB/1cP+khbw +KeNEaxDnridOiOpf1RXac/HFNmqN06fPq8NRY95kOmfPSq+0V7WTY8LDVhb3 +daVY3E8Pc6NHv/H6iqVL5AGIxMsdznUffEB2k7Iot4NE/nrmLz1pDbLXCTrS +X21yIjv946962F/SAj5lnGgNM73u9EYV9LiwNWHojVZ7EkbN3r1NR7unaP4T +X4TTR7rjs0/XIiWLzpEBgv596skFdEwcbeeODte7Bvn9cnrpiZhsmFy4cJEO +x8dXM0Br2IC/pAV8ypBpDb3sGFe2SF+gn+6642sSgrQGalqjatNy/bxgwa92 +aQ0zvUB2wb8xtrvfYxPnffzRGqw1sNOVb+d0DI6PaY2dsta44frUmtX7WoZa +A1kxj06Ufe2eP3+BDnc6R5bx6Wi4vwQG/IVP/FD1gGVbo0VVd5s3H3rn7ZVL +l+56JZHHntWtCVMuH7JLa6hVhnN17I/tTUCefnLBs8/kRkflEY0tSl7WrztA +om0s1YkY6Pz4cZEWlU6QbAK1VnGKeP21X5D+Oo9rDYy/KmF/SQv4lJ61RiHp +5V2Z9H66+85ZJrUG9mp+619lj1WHDgno39Gjpy0IQ08Q0nwWOo4ePWUmKTe1 +RuabMk7/xeeXoH9x51il0mAeOn+e7HP+ww9YR8E42ty520jI/94eW8m+fr2s +dK74w2VXVCQvyFRB/168eMmhTPWDv+phf0kL+JReHSZkIoFURWNA2QsY5IXs +Q6QXgemZx4cgnEX/ovrfgjDGNXy9fgKFT52ynoR89unan1fuVcf8YX7FTa3x +auewO/Z5tWnTmGVB1sfMTMvrWdQ7umKr5I9Xfo4v6aSwwxZaeCZHhYJG9gfO +wOth7S1mUIgw5vuZZuDSAuMB859ZvZCKBLhwItejzpAquZFIOByOJgpVR9wD +EmzpoaLrsdOnZWfg+/cf07tLD+KfNtjefoIBjxf8g3L0hDuF1DEfjs51U2v8 +88FvUeLI4Pru263oZMVyucOK7MFBxqzxiI+mGCjwnbdXknNyLFzwa0tLa1zz +x6n4ZPMvBx3KVD84UQ83S9lcud5sNprNZiWfKRuuf1JvMZOqiuVULMqn+Eg4 +3dmEA60BuID5z0x2Satu3HSjlktE+WylWskmoxwXcdRM6ToabnAvjkBq+88/ +WzcttaGlOJJinHsznDt3YeeOo0wgqQnTX206deqc+q7Tp88xImlKSCYM08rC +Ua2Bl2ZMeGhMVX05vUQ/fcaXG3E0vJWVntZAB841fS9eJKjWGuRk8+ZDDmXK +Gs6NhldSYcoRe4h1mMOi2mKmnuW4WF3+JR/gEvVOmck5+pjPnpXsPZCxafth +u5DOie2cJM69YRvfkuZn5gTFVLr9VYvJQCjv5LLyrraGwb2MJz0S/87bvz5Y +P2Fw49zvtqpTJilcuqTbV29Ga2iK5KjWOHbsDP24JZ3Lupcu2YWj4dFwetYZ +I/N2SkfgY+fOoy2V1vj4I3lr8ttuTQepLcsRNWU8xaE89oQjWiOdyLQduYnV +grGtod4soFlIBOLKokixFOICtNIhqgi3f66+ago+UDOGPq69WuO47hrm+KLz +mNr+l4nQEU7S0XwEIwYRjzn+eOXn6uOqkMZx5RX4+Kzz5DP6CAU/Y0LUEQyO +K/7wKTk0rf7xc7TcmlhYSYU4Lom+a6mWj0ZHHPVF0o/WaOlU0X+6LrVvn1EP +FR7JJbNJV62qfdversjM44wlVMtjMi+WwV1n5Hjj9RX0JVmyYTC7DMd84fkl +jPzY1yIt/IP3z8Fm2s3hL1Hg1q2XndLjGWgO5bEnnCggpWQ4EE2MJJPJkWQs +Eutma7Bao8QHAjxep99AZkihU2vgkzNnzqNq2Wa5AUDB+Y5QsV6XdUWjWnXa +fZUTWgP9i9rVBnehZpW6SjfzuP/EF33y8eWdSnrSGmS42XZI1xmeP8YcZCdx +gwzin36YX0G5IzfOmbMFmcB0jl6avPS+v39TrY62FAMH5WhL+RCTyLlzFxzK +pnkcKSBiPZdOpdIyfCzeza8bu8WMUOQDcWWdvpatgU9AawDOMUzDZ3p5WZ6v +oiro38+wE34YNLUGqtmMt1h9k//JmtawbGs4CtkxUP10fOBOqq5a47VXltNO +C/VyRDTy45Pm43NJukhkwIpmsAy6gGhsMSNWUxwXk7vzGvIAR42KDVoDcIFB +Fwo70etwwx7Lu97OVGiFn+QelQfuy+yu/m7mrpZqCwzjx01LbaBn3uJbXkl0 ++Hp6952VLmuNixcvGWsN+ifNFPRuwWzbdoQOx452EU/EfigpM5yx1xF8HDs2 +yDne3lgbrr3FjDyHKplORiPpSscPoDUAFxh0obATvbzMy263oDWwuySkNdRT +pGhILYfqW1QH9mlr3HLzDD2RyPwlp2FUw5VXfN6T1iBLAjVfxcaNdTqceKfX +VFXPPL0Q2R3z51Ucz7M+ni0gotAUVKYYaA3ABTxbKDC2LHFav+5A5K5ZXZ/1 +grIamqno0En82UUGd934p2k4PvHFgQ/sQMOAyS8sfSj6HbnU1DU45LffTgxQ +a4xZXoW9xPDZ0naWYpwCOW66YRr5qbimYycmxicVOrnrjq/pCNg7IpP4VSGn +hnXUeLyAMIDWAFzA44XC2hIn3KAl4Sa7d55/bjGOmXz3Z1prfPThGoO7nn5q +zK84vf1fsNv2qS3Fd8eH71/2yGGgNfCJa15hV62q4c4iOjuotme0qnmtQcdE +GlwzXFNVBZUuLPTv6OhpdUx38HgBYSBdaqA1ACfwRrdtV6wscVrwg+yF45vZ +ZVzTmqxnSE2VW7iDxH/i8R9QhWlwF/ZYpT5WLN9t/LhPPi4+HB3bI4O4+DPQ +GjPTv3TNgr0wWuOvf5lhTWt8Of3ydk7bt2l34ulpDXz8ML+ijmkyC33uEuj5 +AtIB2BqAC3inUIjVXCwai48Ri/E5ZZzPyhIneg+jVu9a48CB4yT+i88vWbHC +qP7XrOXMPw5Pvj137kJXrfHM0wu7pmkvdHa+mDq2a/kD92W65hHZUHpxUB1u +oDWKxf2aL7NOLbQMmpgOR0d+7dXlvWR6DGrttlcKiBlAawAu4KFCIbssoWjg ++a5Wljg1m2foeqlXrSGK0tczxxr2SAEtXrzTzF3WtAY6du0axQ6vmBuxAYId +m6CT2bM2d03TXqZOWU+kmvL5OiaDv2wychs1b952zfdAb3el1hqMTiEHWZNO +YjKbmOtxy80z6N3PLeChAmIC0BqAC3i+UFhZ4nT+/AWyuyiq+mKT5hMtYACO +/9x/FtOBkbtmGW9p3b/W2PzLQaQ1rr/2C+ZG7BQCd+mjk0cnZrumaS8nT54j +Qk54mHWiaHwvnremjraF2nZErTUMDnXMrvLjHWlf7ZzM3CueLyAdgNYAXMDb +hcLiEid6mAAf01KlVjdwzDf5n9SBdMjTTy1UR6APk6sMSPyXJi8VhLM33TA2 +F2tJ27Q5e1YiBT+obKhnJlkboZefaPpRNOCN//5oEA3/RG+nbkFrBCnP7QZP +ufkvMwzidMXbBYQFtAbgAt4uFBaXOLVUtRC9nk4P7FGK8TrFVFm4Kwm7VELg +ERD6eHzSfJN5I7d88vGaI0dO/u2W9McfraEfhzv5SeTPPl1rMmUbCSrzZoPK +Rks9aQ0cp6azrF6dApM4MRWNtQaZuGvwFOwRy4wMmni7gLDAHCrAUfw42EfQ +W+JEssPUOepd50zC1C1Ys5AZs/hX7MoPH5NfXGoyZaSeyF3Y8Th29Eoehyed +kgd9T22Q5zKvJPK7d/9uQWvoOX5Up4C3qaITN6M1Ph3R1qR33fk16VJDVo9J +GRj8WEDA1gBcwF+FwhgDW8NMq1ITvSqLvqTXIOz41WghuWbiWKkFlQ0m6MSx +/0B8fuyYaNyudgcicLN5xkxMPSfz6CdkW9EheNvEXrXG+0ntWbVm/vQo/MEH +5hjnouW3AgJaA3ABfxUKYwalNYpr9j315AJ8vnqV0eIOzcTxcd+9GbLRKv71 +8OGTt/8tbZyCyxBp9+wx8s1FYiLFp/frU50bFxL/V+hYoOz61+p8P3h7DjZQ +x9kLHefPN043iGOci5bfCghoDcAF/FUojDHQGlf8wQatodZB+Pzdd1aSub5H +j54yn/jedpcUPogbq5bSPYUqzztum2lNbIcgoh47ZsrWOH5ce2LAg/fPmZlm +l7ofPDjmm51sZaVW/Yx/SHqGAPa7EqQcnuAj+s/vWlqA1gAAa/irUBhjoDUs +O3Ey0BpvtX2kPz5pPt4CL/qPbw0T000fH1u3HsYn+WVVfHL3nd3dZ7kJEbXR +6KIc8apAzd1vEchGUKdAtIb6ceRgNo2i3ba887+V6vh6qiHx8tg60CNHThpn +xF8FBLQG4AL+KhTGGIyGx0xPbWIw0BrkfOnSXbhbfmG7a6XX9PFBdi3HY+7o +uOfu2dbEdgjS1O8aE+mLYNtvsEnIPlAkRF3/z0z/oqkRGBukq9agE9STx6ej +4TCHCnAOPxYKYwxsDctLvY4fF0mHjJ7WKBb34wrfwuRYJs1vZpe71niDxbxU +y5bt6h6J4vDhkyjlWV9fXgL/v7cLzJr00obfmJdPS6U+Jjw890WtmbckAjMo +r8ZfBQRsDcAF/FUojDHQGpaXemGtEVTN6hHFscYtruXozYx6gm48o8v0V5uC +w6I1eqXROBXUclRCv41KpYHdy5vUGnffOetfE75HliCdIO2/RZ2Xp59a+MTj +P5BLfxUQ0BqAC/irUBhD5wVve9Fq1ycT/2XRHccRpQGs1hqkS4Ss+LNcneIb +8Xi9weo2jyC/zEcc8W2CX/V3325lwud+t5W8jdtuTeO1+WR3p/37j7X0tQZZ +SkMnWK2OkgjMig8yAZj0rfmrgIDWAFzAX4XCGDovuGej1a5PaGfdPXH06ClS +7Ux+YSk6+eOV8t52f75xOg4nkz/Refgm7UmexuB0ku+tamnVftbE9iN4of2q +VTX1T5rvhFyGgp/paQ2ylEYvtdzCHZo/kfWJ/iogoDUAF/BXoTCGHqY5flyc +M0eelvn2W4U+617G1rjv3gxd7ezaNUqiaXahdwVptGB7vfl41hq4009zmST9 +Qq67Zqo60MxBfBeTyQZB1TYoJPy33074ceAPtAbgAv4qFMY4lBdGazCbE+3e +PbbebdJj8wuFvRbSH/mkSB5x39+/Gbda4/Tpc7Kt8XMXW4PsM7K2vRnHlVfo +2hqaLxOZMyRkeb6q+aB587bjEH8VEJhDBTiKH5tSxjiqNcjxUPQ7+vLA/uN9 +po+au6RO213tzd3TkHHdNV/s1XJ4SL+QZ/89tiUTduR+819mELWrPhbldtCX +eJib9C4GlVnTmg9CbQAc4q8CArYG4AL+KhTGuKM1pk8r0Zd1HVdL5sEjti9N +Xqr5uL7FHwaWLN5JXsh/4otIeFezorhmnzo8/dWmUPCz22+bSXdbbd92BI9b +MSn4q4CA1gBcwF+Fwhh3tAbtqxYdRw53WVzclf37j9HVFEn5vXd/Xr/+QN/i +DwPvvH153bex1rj6qikbN9b5N8b83NLTpchLxidkzjOdFDFDyL6xAy8gkiQ7 +d5aYnUQkURA0fHyB1gBcYOCFwkYc6nBDBZDUOcXi/lZnZdXV+6sZNLXGxYuX ++k95OKB393h58jISzmgEtQMW+m+Hj2PHzrz9VuGRCd8T3+x0Urfe8hU+ufkv +MzzShVvJ8UgGPqNsMiNVIxw3pTAThUQSfDyWrHQ6+gKtAbjAwAuFjTiXF1Ln +1Grs6gDntEb/yQ4N2KsVYwW0VFrj9GkNt1ezZ2+m45TLl93R09qZjvPAfRmy +ZbAHCojAB8LFtnZo1utiS2w2let6NhTJ0EYIaA3ABTxQKIyRmo0mu/9SN/Pc +dqh6Sd60NHzT5eHU/nuocPp/ui7FPKv/ZIcG7GzwnrtnM29GPQyhhtmFcGZ6 +E6M11q+TuwE/fH81ifPhB6vTX4255PVAAWkmQ+GCpst5qRQO8PTsAWIfgdYA +nMAjBrgRQikWiqbSfDiWkZtWps1z21FXTSSE8VbhxLMAvBIcj1/3qjXonTvQ +QRaVtzpf9WefrsXnH7y/ik7QAwVER2tIzWw8wEXSdCEAWwNwAQ8UCj2kXJSL +5urorBAPxJUTk+a57RhoDduf9eADc0BrMHz0obyj+oSH5lrQGi2dqVYk/Nqr +p9Jx3nl75ZNPLCA7+XqggAgqrSFkYiGlxRcpNDoMcdAagAt4oFCMIVZzsWgs +PkYsxs96LhDKK+Z3ORngEkX2Bn3z3HbZ9LSG7Q/CYO+vDiXuX44cOWmX1sB+ +S2Z8uVFtd+AuR47C4WwZIzXrpSgXLnbaGuWRaDxbFkS27xa0BuACgy4UFCKy +JCj2LAlwoZJSWJqFRIjRGobmue24rDUATdS7e5C/y7q1RlOU1aoBb9RLLqdO +WU8G3GudywwHXUDESj4VUmmNlliOYpUWSdO/gNYAXGDQhcKAJo9sjYZ8Vk6G +KFuju3luO2+8vgK0xsAhu1aREFLtz5612eBGtdZYukReEj46eppWHPjkxImO +0TIPFxAZSRRhDhXgMh4uFGI6zEVzstpQBjguuyfqap47AVNf3XZrevPmQ849 +DtAE/QmefnIBHfL1THmx3ujR08Z3MVrjnshs+qegMm9Kc3qDhwuIBuCHCnAU +b3TbGiLPoYqlM/Icqg4DvZt57gTPP7f40YmO7CsBmEdt4u3Z83tXo0+tNYgz +q+HTGvgEtAbgHJ4vFGKzqTlVXUZtnns+O0BfoFr97bcKdEil0jCjNZ58YkGL +0hFkn1kSknxvbMLtyZNjSwV90KxSAVoDcAF/FQpjhikvgI2cOnXu7Fm5fUF0 +BNlWQ715IrPY318fFWgNwAX8VSiMGaa8AE7AOIpEzMtuxyGJl5a9n5TNDaxf +CP76qEBrAC7gr0JhzDDlBXCIK/7w6SMTvieXixbtwFrjheeX/Ok6eY+/8+cv +0PH99VGB1gBcwF+FwphhygvgDsvzVfWacRp/fVQwhwpwFD8O9hkzZNkBXGDZ +sl16WsOPBQRsDcAF/FUojBmmvABuMky2Bj4BrQE4h78KhTHDlBfATejJt8xP +/vqoQGsALuCvQmHMMOUFcBOsNRYs+BW0BgB0xV+FwphhygvgJlhrnD59fvfu +35mf/PVRgdYAXMBfhcIY341dAh5Bb0TDd18UzKECHMWPhcKYYcoL4CYGHoz9 +9VGBrQG4gL8KhTHDlBfATUBrAIB5/FUojBmmvABuAloDAMzjr0JhzDDlBfAI +/vqoQGsALuCvQmHMkA3TAIPFjwN/oDUAF/BXoTBmmPICeAR/fVQwhwpwFD82 +pYwZprwAHsFfHxXYGoALeL5QSM1Gk90gHIUKzabIBno+L4D/8NdHBVoDcAFP +Fwp53/BoKi3vGy6rCKka4bhUVSynYlE+xUfC6UqH5vB0XgB/4q+PCrQG4AIe +LhRSLspFc3V0VogH4spJs14X61mOi8kXQj7AJerUDcPX5wYMCo5i0LJoY2xu +g9YAnMOzhaLVaiQCoXxTPisnkX4o4tBmIRGIF+QzsRTiAkXh8g0kL8aZMvjV +8o0OJTs08vg3I4MtIMVkmCivaKZq3twGrQE4h3e1hlAMcKGSohSQpgi1tUaJ +DwT4knLa4APhAmgNP8jj34wMuoAIqWg0VxPlQpCR21AmzW1Jujjjy42DEhoY +VjxugKPywSNboyGflZMhYmsIRT4Qz8tnWrYGANiO+59+J7VEOF6hZoQ4am77 +8VcPiuTcr14QyQOFQg8xHeaiOVltKAMctbHQago1tOTQhtziqg1SQgBwhUYu +HE4121eOmtt+/NWDIjn3qxdE8rDWwHOoYumMPIeKKhktuVM3mU5GI+mKoHsv +APgfUcQ2hjgS4NLVsSEMMLeBgeN6UQAAwBS5REIe2pNqcY7jS2PqAcxtAAAA +QJtGIRJQ2nbhEXrUG8xtAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA +AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA +AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA +AAAAAAAAAAAAAADGOaLQaDSbjXpDHLQkAAAAgPcR68UIx8XSJdAaAAAAQEsS +m02BvpTaJ8LYqZAMRYqCJLZ/AQBARrHDG416E1pUwHihFue4cDyZSsYCoXgZ +qQ6pEuW4QCS5eVOaU4gkC1JLGAlxgVgiEQ3H0uVBywwAnkGqj4Q5Lpqug9YA +xgnNfDSWxfZDKsBFs7WWUAwFks2WkApxsWwVhddyI9nK/mQoVJDNkWaCCxUF +wzQBYIiQ7fDLGoHY4cjIEPBpmQ/zpWZLBLUBjA8kAY9wN0rpAMfF83WkNcIB +vtlq8oFAulJv1Ouo0EitZjIUVpSFOBLg5DICAMNOPScb4snUSCwciGeQiS1m +FDs8VzuUjip2eCCSr0tlZGwEYknZDs9AwQDGB41MAtnYXCiRVdRCKRxKii0p +G+HCI/lCJoHKRklASoRLVVFwJcJx2TqMbgDDTyERzdSUT706wnGxGmo7BeS2 +k7gFXcar6BepOpLMrebDCcUOL8QDiSLoDWDoEbNyqymULtXlC6lVzcaQmoiP +5E82SslEIo4aUKlis5yNhkLRWBTZI6F4FjqogPGA0FBUgNRIx9CHn6grFjfS +D0KR56KZhjwVvSmIUokP84qyKI+EAnxpwEIDgOM0eY4bkYcvWtVMIlUWWlKN +j400Bi0WAHiBZjkTkruiQtkK0gvCSChcRAZ3PcNxkXypkEDKhC8V+VAkXUFt +rnSEi+XqgxYZABynkokHwvEkj0yMMAxzAwBBqmZkhRHPyD2ykijV5MtIbKSK +7IuMbIiHQ7Hizk18JByOxsKyHZ6oQAkCxgfKcg25YMBwBQAQhGKCC6WU00oi +lkZ2eD4RL8DABQAAAKCJWImHQjGej4W5cBIGLAAAAICuSM1mU7HDwRAHAAAA +AAAAAAAAAAAAAAAAAAAAAAAAAGB4EJpuO8KXRKHtHVNXBibE+LIvYZSpIJcd +d7akZqNJCcdcdo2gjt+/iPL76ghQ5Z8JMb60SyzPvSgAABynmYqG+TT6J15x +S3PUFC+ZCT4R53OCtgxMiPFlv1RyPMdxfEZZBS6UYqFoKs2HYxlRfdk1gjq+ +NYQKH+a4CF+sCWPLbxN8PJbE+S2nYlE+xUfC6Xb+mRDjS2sUk2GuTTRT9cqL +AgDAXeq5KBfNoZNmIR6I5V16qijgdm89G4umq2oZmBDjSzsEEviA7EsHtX6V +tGW3OSjteG5f52W9WwR1/D5kKvKhMbdvYrP9vkKRjFTPclxMTlrIB2T3cXJ4 +R4jxZR8SpaLRXE2UX3xmScYzL8odXLbHVba4V+y4rjaswzavpPQMkA00JdV7 +GrgRPvwGeCEeihdkt3xCOYma2y47BhDLfCBeUMvAhCwwvLRD5jG/na1WIxEI +5ZUUy0lUxeY6L4vdIqjjW0co8SEmBakUDvB7Cgn00uRLsRTiAshAanaGLF1k +dNmfW61aAtl38jftoRflPG7b44rL5ahsi2cr8vUA7TjK5m2ZsGGdt3mbOT6C +BMoUay2pqrynRCIezyq+rpqlVDjCp/loLF0Zi90ZYnxpgXFpgAtytVvCvUQF +Zbs695Ca5USAi6Q3qGRgpHrzv0aXtsjc1hpCMcCF2mknQs9P7bhElZtxBHX8 +PmC1htTMxuX3tZoPtF1PN5CJhMQudYZMSRhdFvp0JdfIhcOpppdelNO4b4+3 +bXGkPsLp6snB2nGXbd6uNqw7Nq8ob6yJ34/QxF9zLRaIVaRajOOycnOymeAC +uYYkh3eE7Da8tNbAH48GOPoi4nn5xYlu2hqyKxu8/bbsflwtAxOyxPDSDpmF +tq3R5FEbWHGJXk6GuMTSzstitwjq+NYRS8l2dSpkYmPvq9CQUCkOxPM4BrYd +mJDleaNLy7ZGu09A3rgwXT3knRflNAO0x8t8OF7YOVg7jrRejE1a92zesY01 +acQkyvKePPqSlG9KUPLdbDU7Q5Z+b3RpfeuocWeAV9Nh3I5qtBtUriCkIpFs +pY7rIbUMTIjxZd/CSM16KTrmEV1U0pY/JSXtHZ2XtW4R1PGtyiQ2S+loiB/7 +csoj0Xi2LCjvS6ymUJtNfkYjq2ymxobsMLy0LFMukZCtA6kWl229hkdelPMM +zB5vVrIBjktv/mmwdhzRGsYmrXs2r6w16L+CVMmiTzK6YR3PcUmcalHOdxNJ +Toc8P/0lg8u+Nhwcdwa40mebSUfD8bKLXWlCOYU7AyOpspYMTIjxZZ+IlXwq +RPbRkLsWY+mM3LUoqC+7RlDHt4TUqKRioXCy/eWI5ejY+0oLuH84mU5GI+n2 +1gVMiPGlRRqFSECRITxSN5NxV16UC7hvj4uVTNsWV1ttbttxxOY1Nmlds3lb +4mVbo5KJ42IxUmy0hAKxHUaw7cCELF9gdGlJa4xbA7ylzA8Z1Ki9KLaHiVQy +MCHGl/YK1WwK+pddI6jj2waZOyIKzc65I2yI8aXl5wsCrae9+6JsZAD2uFCK +hhPlBv6LiQO042ib19ikdcnmlcR6ORVo2xpCeSQczzbwNylVImPjFHV5wKIu +sSH7thhd1q0Uj/FqgAMAYMwA7PFyasy4lDcgHpwdx9i8XW1Yx21eqZFPxbgQ +6aESUpExIxz9aYRyKqw8gMyJYkKML60wXg1wAAC6MiB7/LJx6RE7rqsN64rN +q2KQRrjvDXBJFEStd6C5loUDAFdw4csHAMAC5RFlQU4ykcyUFM9KVWS9paqi +3uIaUpyNy/WQ/epBkZz71QsigdYAAM+CDA1sZxTiYaQs0EmzXhf1F9eA1hj6 +X70gkq+1hhOWFwBw3isU+XggURgbL2qqHFAQ6Cy8PHnZICQ1woMv1oMitTwp +FRbJswXEPBzVsvrzjdO7Ruv1V8s3OpSs1+RxKNmBy+OpQtEo5xKREMcFsrWx +4Y2SygEFgUh+7tyFq6+a4rKowDjBUwWkV2itcdMN0wYrDIPXXizIY4xntYY8 +mJFLhOKXveWoHVAQaK1xVehzV8UExg0eKyC9QYQ/dkz0mtYA/It3CkUlm6nK +FkYtygWITaF2QEEgkkvSxT9eCVoDcATvFBALkB420BqALXiu27ZRiIXDsi8C +xe8EQW9xDa01rrziMxcFBcYRHiogvQO2BuAEHisUkuYiEc21LLTWCAVBawCO +4LEC0hugNQAn8G+hIJJfunTpij98OlhhgGHFvwWkBVoDcAb/FgrSvXbx4iXo +oQJsx3NduL0DWgNwAv8WClry4P8BWwNwBP8WkBaMhgN24/emFKM1kMUxQGGA +YWXgBUSSFP86mg7aLkcSBUFjQBBsDcAJBl4oLMNoDdG4WAGAJQZeQCo5HsnA +Z5S1Stg529pl4ct+EWK/7s7IEw8TfDyW7HTVBloDcISBFwrL0JJfecXn589f +GKAwwLDigQIi8IFwsa0OZOdsyt4KkUQOtZOEaj5XaYy5hK5nQ5EM3XgCrQE4 +gQcKhUUYW+Po0VMDFAYYVjxQQJrJkMZG1bVsPJaudgRJJbK7KIYYJMePiwZ+ +qADADBzFoGWxCKM1jh07M0BhgGHFAwVEW2u0ZD+f4ZFSW0tIzWw8wEXSdB8V +2BqAE3igUFiEVnmK1nBre0tgfOCZZpXAaI3LO7+Vk1w4I7WETCykSBopNDpG +90BrAE7ggUJhEVrym8Nf/v776QEKAwwrgy4gUrNeinJh2m+nVMsmUrIj6Fou +xgWSgryjWTSeLas3wgStATjBoAuFdWjJ//LnL0dHQWsA9jPoAiJW8qlQp9ZA +eqOQjGA7KFlQdioTy1F83enDbZxrjZnpTbCSywkGXSisA1oDcAHPFhBJVNsW +lzuvMON8lR9SGbTWuOO2mT+u2D1AeYYAz3TbWgR6qAAX8G8BaVHCHz8u3vin +8a410Pnjk+YPUJ6hwb+Fgpb8lptnjB4FrQHYj38LSIsS/sSJ8TjzVq01rrtm +6gDlGRr8WyiYOVSV7UcGKw8wZPjdGG+BraFojb17m/TlYEUaDvxbKGjJb/3r +V4cOac1oB4D+8G8BaYHWUNQE0RSgNezCv4WClvzuO2cdOHB8gMIAw4p/C0iL +ssfHodaQpIu01sCXj07MMtEOHz65dMmuQQjoS/xugNOS/z0yu1Y7NkBhgGHF +vwWkNY5tjReeX0JUBjrOnpXOnDmvaWuAAWIB/xYKxqPI8nzVIDIAWMO/BaQ1 +XrXG7FmbaZWBjw/eX4X+fT+5qlJp0J5OQWtYwL+FgtEaK5bDTGzAfvxbQFrj +VWuoVQZz/PbbCSbyAKX1I/4tFLTk0X98u+PXowMUBhhW/FtAWuN1XKOr1iDz +Lev1E6A1emIIxjWI8A9H58LMW8Be/F5AWr3YGqjmLBT2uiGT83TVGvwbP+KY +i3I71FrjidgPO3dAE9QI/xYKWvKJj2TL5UMDFAYYVvxbQFqmtYYoSqjm3LDh +N7fkcpauWoNoCmZqLuLo0VPocvILSwcnvg/wb6FgxjU+fH/1AIUBhhX/FpCW +aa3xzewyXXnedmv67Fkf76dsTWv89/UV2e+3vcX/BH1WXfFvoaAlf3zS/GJx +/wCFAYYV/xaQlmmt8cnHa5jVcGfOnHdDPru54fqUIJylVcNHH67R0xobN9aN +dQpi586jL00Gu4PFU4VC042nHCporPumJX/yiQVrQWsADuCpAtIrJkfD52S2 +MFrj9GnHtcaMLzdiG8fGNFFqW8qH9AyKng6c4HXXfGFBQnSLJF20MV/ewWuD +feWRMMdF+GQimSnJqkOqRjhuSmGmvGlAgo/HkpXOzfpoyZ9+aiFoDcAJvFNA +LGDS1oj+41tSW8YmzUf/njx5zmnZ1GMKtqT544rddmmNNy31Vr2flBeGnDgx +zFuLeqdQIJMC2xmFeDhVld95s14XW2Kzqbz/ejYUyTB7B5DzZ5/Jrfq55qa0 +wDhh4AVEkpQ2FGOES5IgdNRLkjBWUGhMag11nZn6YoMdsusyOnraIa1Betv6 +1xrWJMS3oBduY768hu2FQu5P6u+F5eOBRKGpSrcUDvB0KG0rPf/c4qGZNwh4 +BI8Y45Ucj2TgM8pufooBntq2OqwY4IlEsqRsFF5OxaJ8io+E050GuRmtsXXr +YYMuGodw6EEotWeeXmiX1ki8tAyf9+StCN8CtoZpmpl4mAuEkzmLzj0a5Vwi +EuK4QLbGtKya2XiAi6TpvwQtOdIasEsX4AQD1xqtlsAHwsX2p68Y4MjQUApI +Mx9GhaKe5biYvBGskA9wiTp1pxmtYdyx7xA2Pmj6tNKz/86hk0OHBL0sWNMa +r726HJ/Pnr2516wdOwZawxT1bAwZCf2lIVVziVA8T4UImVhIafFFCo0OVUJL +PvnFpStAawAmKBb3T0ux3S87dx7Vm2vqAa3RTIbCBc19AJq5AMfvKSQCcaXc +iaUQF6B3GCfmEmr66u0AO3CtkV/Wlwe5J2I/aNoU9OaeffZQYa3UU9aQebJ7 +9+8Lfqj0kzWvwVHYlWaRj2Zq1qd5V7KZqnx3LcoF6DJSHonGs2X15Cpa8pcm +LwU/VIAZmCrxwP7jOOT222Zqxveo1pAauZGEbJbHc+v4QIAvKaENZJUUOrUG +PtGzNUaPntarNh98YA6q95j4KHzzLwf7z5KNGkqvJ0oQzjJx0BuwpjWY1MzI +s2lT3QXlOyjs1BpJjeGIHmgUYuGwbFdE0h1FRCxHsXrrDKclfzWRByf5gBmY +sjxv3nYccod3tYagaWtIQpUPhXONllDkA9g817I18Ime1nji8R8Mas77780w +8VGg2lLrlXVrDzAPsrzNwbzsdj2tQY9H45D4s4uS7/781JMLfl65t6vWwOvl +yfHLJrO6Esc/cuQkPjl69JS1rHkZW7VGvC+tISM1m7pb8kmiqDeHCv11Hop+ +1+ezgaGnUmkwWmPu3G04JHLXLM1bBq01pGa9FOXCtC5oCeWMsi9APRPhEkWx +muK4WANdN+QBDnoqobHWYJY26DW5aVBI5ptyn1l6ZML3zFNef22FtaT0TANc +7TPRaKdDdMwVy3d3fQ8LF/xqRp4V7Xm/9CBLvX6i+52+wmNaowcYrTGsxiBg +I3gufVBnnFTzlkFrDbGST4UYrdGSiiOxkGKXp8pykZPnUCXTyWgkXemIZ7zK +b2b6FwtaA7XVLWfm+7aO1mzbW0iQ3H7ihGggOQ55efIy9Y2aGkd9vPXmTz3J +c/CgoCcMYteu0dWr9lnI78Cxf1zDda1BhAetMT7BPkvNxKztba5be+Djj9Yw +nwop12pbtfcCIqQjXN8TQswiCU16iruILlX1rrGt0bWq1NQaz8UXW5Z51aqa +8eNmfLmxpwRNSq4OJCFXhT5n0lnwQ0Uzwdmzus+kuqw12j7YDeRpKS6/mJ/Q +nwm9pZ5egvvYWCjA1gBcBo9vrjRcqnP06Kkbrk/hL8RAa3w98xfN23tqVhV4 +1P4P5Rvm73AWJ7TGmtXWG8lfTF3f6xMNMEjk88/WqWPGJs1XB06fVmKS2rfv +mGXZSMwDB4531RqffboWnxw7JpbaDofR5YP3zzH/EgaCjYWi1OdoeI84qjUO +Hz7JhNRqx6rVURsfAfQP/rtv22a0tQrdV/D6ayvoT4X+acnineSWYnH//v1j +47M9FZBmMYnih3iXzI2uWNAaLcUHoIHWCN803bI8992bsUVrXLp0yTgRpuLF +gd99u1UdiP/QiZfz5F5klvavNcqqMSN1tAkPzcUn6a82kQjo5MknFtxy84yf +V+418yoGgn2FQkpHIoPVGgf2H7cr8aBqrt3/3i6A98vB8uH7q2mncD/MH+tJ ++OD9VXQ0FNJoXJ64gnSKuvhjn64zvtyoWa7py966cIUiXlyUq3vC03hPWmPn +zqO4ib5s2S7Nuu78+Qt9Ns+6qgwziaNvoNk8Y5zIxo30YkdZ8s2bDzFLcoJt +o6Cl7DDy7jsriQB6yXYdfDGZL+anVT/Xrr5qCvPTpEfnmXijg8GWQiHVCxGO +C6dcXdKi1hrGbc6eCKo8ybz15k+TXwStMTDw9Kdz5y6QEM0i+fZbBXRJbwe8 +trhfXYQX5Xagn1Cz2WatgYpCpVwulWtNr2gNg9FwOu/vvfszCdfTGqQR3pMM +9C22aI0vp5f6T6SlLPJCMYkq2bDht65aAx1IARWVL8ogs5rHkSMnjaOh8IsX +L9tQ7ydXaT5isFgaDdcpFJJQziXDkRE3O3RpyfHkatScsCVlPMa6pXNzQAvl +BeifvXub1149tdWu/A9SkxgNKnxk8jMhrybydHxUMba0Cu/jStd3H1rDW5i3 +NebPu9zk09Qa6PyN//7oBa3x2MR5tmgNZFt9O2cLudxYurwuzyBlZBfgNT4G +me0qmN5PyIzqNRcDwcZCUUjE8gOaQ9VS/hB2bQKLGyFBLaPSlvTVBFWdrgBm +/Tp5RVhl+5Fbbp4R7FwOZqA1ov/8TjMaObAXC82fSMn1iPfCfjCvNWi/SYXC +Xr0Xa6PWmPX1ZlkTvb6i1wr/X6rlHta0BgO9h7hx4tnvtzmkNZil+hZy4Q6+ +nnlLX973929Qu9SWlDX/ak5rjT9e+blDifuIb2aXX3h+CR3y0497gsoEJ/z+ +3+LHps0ju9JAa+hVd/Sxa9eoZvjp0+fpFMaD1kCqmQ7fv/+Y8Wu8dOmSeRnw +LX++cTrzns+elfsHaA2FDzzPzSDBqVPsnIhFwMYsbrwZJ/64sgWJ5lP60Rrn +z1+od87XtZALdxgarXHvPd+o3eZYg/zVNm6snzp17siRk79sOqj+O955+9dz +Mlv0EjHPzh1Hg52dKuMWVCE8OjFLh+CyvLJdt+CepVtv+QqbHv1ojd9+Y2fU +08ffbknj2/2uNcyMazDhhw+fVNd19OXFiz1rDfWB+/Bnpn/RHNpGN77ztjw8 +naQGXDQTfOd/K23RGvh7wJ5D6KSefnKBGd0UVG3t0avW+HbOlq65QHXO6Ohp +dfiSxTvd0TJDsMqPvnTC1rjn7tl4azPSo3v3nbPmtPtC+2wPBNuTf4jzAXQ+ +6dF5Xm5jOM2tf/1KXRiVumUTPnklkW9pFToU+PprK44ePTXl83Xo8pEJ39O3 +ax6kJaB5kJVWftca+ITRGridjw/NDZiYt4EMQPpyz54emmcG9WewvaxP71fN +IsbEpC0jXHlaK0G4ZxJPwNaTRH08/dRCfDtqZuAle8bHhQsXjRM01hrBzqE9 +wltv/uRmvTE8WuPeTLU6ikoHarr3mTJZffPh+6vVf8qJ/xprDPevNfDtxM1C +/2n6HXX2yWvPfFM2KMU4MPqPbz//bJ1xef97ZDY+Qc02vdL617/MIDNehlJr +kDm06Hj3nZWa9xrUZj35lzaoEtG/yLrUjNMyrTXoPq7NvxzEf99eXlJHynO/ +Y3uojF8FiXP1VVPMKAKkNZDONRMz2DnRd+PGscF69KC5c7cx80XxT6j92TWP +D0fnmvffq8fQaI0H75+D9AXe6rfPlJm/3c1/mcGE0NGsPQKb52+/Ja98wd2k +qKbqM03/8uy/c9hOVGefvPPZszYblOLJLyw1rnl6Pcjc3SHTGrjyOXnyHM7m +n2/UXbJn8HI2barr3WUynbXF/fgnvJmaOoLm2IpmgrQD217fjzplPHOy16+I +mftkcND6uuvx5BOyyy90C6ouyNAeOvAyTPU7UbtJxKtRmJj0ziPWGBqtEf3n +d7/+2nh0YtaWj8f4oKNZewT2dYMXVX3wvuxSL/neqj7T9C8416Q7Xf1Tr6XY +fMz7/v6NZjjpBxgyrYH7Wt9792ecTdxW0cTgpeUW7jB46AP3ZZgyoj40p7XT +x9Kl2mtGmMg3h7/cTq3itPCKaCa/uBSv0iIJYk/IP67o4hQXz/RTf3W444g+ +XumcAW7yG0b2BV4/zvzEvJMFnY55sS6j1zbilSb9O2+3dVemWNbFJbHMoMyE +h+aS76efZM27ykEnd935tbWn4HQWLZJLH3YcTU/e6Ed+P4JzTcqm+id1OTJf +4oyP666ZqhmOVNhwzLxlRsOZbBZ+2qN37/J8Ve+lTXpsvt5dLeobZua50QfT +Kk62tZje3/GjD9c8NlFeK83MTRWEs/RuHXa8MxmyJKSguDhTTw9gDrLDOJYB +LzXt6Vvt+g3TPk/0igmZwoE5d062a2jLArcZ+vGhYXuhqKYj4ZF+fe+bh5Ec +vY1PR9b2//GY/FO2+qvh6TKLGwB4kN3ej98v4FzPac8hUf+kWY5sOe66Q3t0 +gwjgd62BT7DWWLpkF5PNgr7jR3SL3kvT28EKQ6KRLZPUx759HdswvWeoNcg4 +I4q5vdM/zIULF7F32f/EF7326nIbXpnC7t3y0AO9vaP5LwpF/vCD1V2/Vbxx +bddjWmqDwYMwSC/gEDLkisG9fDVqjtC0lLysnna5Zg1bC0U9GeYCkVi60EO3 +p2UYyZ94/AfS6ugnWb2/0XPxxfTfi/RsWHvKPXfLY3arfq7h9Qj4ID7Z+pHf +OYJa0yDtShkdBosrmcKCT1ChNl+WybG4Pc0GH6dOnZv84tI3+Z/IJHxGhoFr +DUmS7XeJ8YAkSQLtJ10SBUFjJJTRGpt/YaeNnT9/QX0XBjXjjevGlrKvE2M1 +mPyjMM9CDSfUPqe9JurdRXfv4xA8H+z55xbb5RpCE+NNDxmRnv13jsmmcX3C +HC88v0RzOrHeO6xWx1YeMb7c8brFX38d89iBjMcr/iBHM1hQjH4d+aTY9W3Y +XiiERr2hdvTvAIzkTz+5wFGtQXdI0ga1tafcrzj/XLWqdveds0hSN90wtq/x +wYPd50K4T1Cekd79i8LjfYwXr64p61UpmoXlmj9qdyt1Pa67Zioz4balFK4V +K3YzlSQRYOBao5LjkQx8RtmXSapGOC61bXWY4yIJPpFIlhqSVMtwymU8lqx0 +vnVGa6i9uRo813iEF8dhEtmr7y2WHHp7JrbklrBuu5o8iNlJqtXuh7HLL4QB +Jr8xFHN09DTzZtTRkN2H7CNkK6l/QnqQnhpt/Cdo6azKbLX72X777QQjg8Fu +tnfd+XX2+21dX8XAC4Vl1D1UxPNwP8niFLApRx/3tGdsmi93mqDaCbXHsLfV +wk97NNPc4nwR6BWyV1rXmAf2yzsLfPbpWvPu19Sv9MCB4x++v5r5CQ8AtSit +8ewzOeKqlBx/+fOXegUNz1c0+POpw+0tIKXUSL5cqVSq1QqmXKl1nUEi8IFw +sa0OmvW62EKGhtIwa+bDkbTYEptN5ed6NhTJaO6SjLUGY2d1/Wt2rbLwOar9 +vpktd03fb8IR+jtva0/0bel4J2Yeevvf0kwI1hqWdx43T9esGbxSvWi0u0LN +d2vmQcU1+zSfjkO2bjkc1Oor05TTK1pDrBcLZaklFlI8ny7Y2IZWaw2TZcEY +nIJ6ZxYywtVTudNLHx+LFu3QTJN2j+kRzOeX+PMx/3LUrxRv1Yp/eu3V5fSv +uJZAxz8e/LZFOWIlB2OJ7Nx5FJ8gRYZfrMGfTx1ubwHJxMOBUCigjCeGZULI +Sih1McuayVBYu+Q0cwGOv6x1pFI4wNNKiIxdoraK5oIC4wd3rbKYEDPbZ2gu +KsSs6DZVae53W9Vi4H5dzRXT9jInw67dNl8hGEQz8271HoTK2sGDAm3i0Q/F +K5T/93YhaFprXHv11Nmzdbcs5Ch6fHm9URqJhuLpfCYRTfBhLmTj1FxNrfHg +A3PM11d4+isTiG9ntv0NKotYe/pO9KBvXLjgV7008eqnQYFa9dh3B4EIdtut +ab27MGQdt/k3o36fuNcX1TBBarwjqExBxOt/1609gPvkSW8AOV6evIy+JJ5D +NJ/ISIILGr3BtBMFpDwSy7Q3+RRKmUIXV9FaWkNq5EYSSOUE4rkx40JqZuMB +TjY9LkOEP3ny3PXXftHrp6te7PzvZ8Z67PEwOv6L4BBJumg8MLG2uP/06fMG +3kiKWj7tu9acWAza+6JzmBeJQd3jZJCmyWeROPQgCP1QeqaHOkGDDHZ9D05r +jeJIqibWkvG00GqmYnzVvhEPtc9b88UB81/F3yYTSG7HGzqQw2AiYk9i0zfq +7VAcVEb3ekrWXoLK2kZyGf3nd+bzi82Ent6MOvv0dH1mC2bcD2lwOzMhp1od +xfNVNG9hJLn1lq8id83CPYTONatKfIiLp6v1RqNe4iPxcpcKT9C0NSShyofC +OVnjCJkY3vcmUmh0FDBjrbF16+GuojK3EIfzeIMS+idGWWv+TY2fpbkTit6B +mlUL28sTXDA0MF2lYryoEdSDRAZpmnwWicO/8aM62YmPZOnImgIEO8cfySp7 +RvilS3Yxc+2c1hqN4ghl1oRK9nVRGfRQmayv8ILiVxJ5+p2Q2/HsO/XfSO+v +bAamG3OBvq2BWuzmk7UXIiQJIVKRkQUDjN/MEWXq+6lT5/RuwQddgZB2Gu1V +W/N2VOerOzFQeUFVHLpX85aub8ORAtIs8xGlmyoQyVWNi4TUrJeiXLhIxxLK +mbzs6b2eiXAJeX5CeSQaz5YF1U5zxlrDjKTMLbiTHB1PqXz6Jd9bFVT9HXt6 +nHqKl9qhH/1VmJHfXowzGGy71TJzu0GaJp9FtianJ/GSZBnPwMSTMzlwMT99 ++nJJpGc40yADHP25m80zJMTF0XCplLVzY8z+tYbeH/HZZ3LknHRMqR9BjqNH +TxF3eeafiI7v526b8PBcOoQY6QbLr5yGjCPoiW18u3HMZ5UujhXLd+/ceVTz +FnzQK2FRhPnzKvgL10zZwAzUkxZP+zejmgc9XUSs5FMhRmu0pOJILCSPiXCp +stLnK5ajuF0WSdMRia1kl9bY3m3AWvNYsWL3ddd80evjrgp9rmeMD2pbASJA +qb3xH3NgE6zr7fTLx9M5/k5NtsHhdMes+QPpWVyymIWT6uUhOIQ4h6G7VlpK +AUEmRks1QctHS18lYWySCE3/WoOumgThLGoAMysmgpSPbvUj+i+DQaUnKqjM +qWae8tWMgdkaWID4s4uu+eNU7Keup5zSM+r1EmdesvkXq5cyDly44FfGQtST +tlaTy8KcOd0d3Xu2gKBCIagKhdS5s7XttobmnJ+uB1b6Fh730Yfavsct+2To +E/rVbd58aOSTYk+v1CDm1q2yEYda9agy14yPD+LD0+C4+qopqMLXc5XDHLO+ +3qwpW+qLDUiRoZMrr/hcLbPnCoVYDIeSl6emV8VyKhblU3wknO6cjN6/1mC6 +6+lCQdLEfyY8Ns3smcIctAWnh969ZNFui9Ia5jNiL4xszAx5y0UDmVHMlhaa +j1MfmomrH/pme8Mm9UIwPTnNdOx7roD0go1aY3f196CJtlPXv6DJx+HDoIfK +wtvoH/XTbSkaCNw6NYiPDwNHzf0c6Fl0lyN5NDMpjgjmmUIh1uU57NVKKR3i +YkVlErs8Nb2e5biYbEQJ+QCXoNecqyWnM2hm/rb67ZFZnTgCMgFOnz6/bNku +MhVWz21RULUhmskn4gO76qX/Xvll1UGVDvxcorZ6KrMG0fQSMfNJqxPRfC4+ +19vmjwEpF1E1EKDGMwXECrZoDdR2pX1rW6uUTEIP7Aaprvt+0rQR9e5sPUll +4eUzB/bO6vShNwWaCOaVQiGV5ZnriUQihiwMLprMY7uiWUgE4rI78ZZYCnEB +undX3cPW63elfi14XbNBE1Q9z7PPJ+JDc/TksYnz3nrzp65p2g5++g/zded3 +GeTUIJpeIl2/Yc1ENJ+Lz9evP2BG1K74qAtXDwOtYbILNKjMSWNCejp6EhgP +yJJOfsZXoS1/1j5Bj57w8FwmxKRUvcrPZPmuO79+KMp2j5DDwOuXXQcRzDuF +opFPJuX5heVwKEm6okp8IMCX8O98oGP+obGt0fXvoulmBzU+g0qFaXDjvffo +dhh2zaPejXgHultulie7MvumdU3TdvqpCgxiMuF/ui5l8nHq9Bl/O61OrUGH +4L3/+sE7BcQC6tHwXns+Ueua6Xq1XNWYYfWqfUGq7aTnC8tRl1O9QlcIxjFJ +tJcmLzWTMpNrshW1egJbUBmI7PVPY+FP6b2mlJSNxwvVQiSUJGsBhSIfiCsF +X8vWYO7v6XNVr+MjX+mCH4y0BolM3CmTAzVCjDs9Xp687OOPNAb4WspeYHje +FFluEP3Ht2/898eWskTIIbeBmliuCpjJfkxMJhzX/GSTGgNn1GrZ1Ps7RO6a +hXdhY2L2/za8VEB6hgh/6tS5G65P3XHbTM01jz1hoaqx/BQy6XriI1l6oZxl +4Z0AL2uNTTLyHo8h8uOBZvPx8UGrb/V73lLW9Utv10H2CvRWoZCq8nrX0AjR +GmI1xXExeSVTQx7gqFFxu2oN4wqcdjZLjg3KhDpmd0W9pxDXTOaLSeLlPF7a +zPhKMsgFCjl2TAy6OEFd75u58U/TjPNo8DbUa2O/nvlLi7L48O1v8T9hBwjG +Lwe1tUzmot934bUC0iOM1ghSyyctp1nZ3n3ybauXFTGa4Hsl6SJZe04CzUw7 +cZmgMie5azSkX1BTMPrP79av7z4G2uqxv1ftWsf2o9EY287Ja4VCVhOBJO13 +RJ5DlUwno5F0pWPOulpyvP5xQ3sqtfHmI5qvBXeJG0uIxyCe+89iso2mwR+X +4ZVEHhfbBQt+JTu5PN7ZSmE27Wq1B1MGvgB2xfLdTB5LG347ffp81xs3lur0 +gnF84Cl/xN8Xvv3D91cvMfSwZ74u6rNuJHitgPQErTWuu0buoSKrIC2nidsw +xgeO2c+DNNPBJ0cOe85Lm0k+/2zdzfqbJ6oxUxDIwUxQdOL4cjoeLPBHoRCF +ptr5uoHkOI+rVtX0IrQMDW3zgvV0O975Gi9cij+7iOylwtzC+ItGIahxFezR +97gFzp+/YDDRMUi5AaSLc35ZlaSgd+Oa1fvwfiLqF0XmO5FE/kstAKcTZx7R +NTtHjpxUb5psAV8UED1IFzTRGui19Kk1WqaHohzSGnRDZbjB+SV7NKh/og+8 +I7zlQ+1zTH0gW8l74xq90VVrqMdM1XH61Bqa6WhGI35g8IqnF55fQvZSYXzX +MNO0Wu0laceOOWuYk5EF1BzSfC10LxM2fPA5WV5Kfv3g/VVPP7WQXOotKL7+ +2i/QvcxLIyYYMsoYxyPkNe7f77hbbIJ/C0hLy9awRWvQq9s0HYngaA5pDfVX +Mazg/NI7AzI/keOeyGzNcQ3cD09cheDD8vY0RAb/FgoDlWem/ndOawRVG/jS +9S1eODPjy43EMwzjXZZJE13ibTic7qHq+sGQxSzB9mbE+HzXrlF1B5SZBIPU +xA8ixuuvybZGbNJ8vXGcIDUq5yh+b1a1tLQGaoFcFfq8T60xd+42/Feb9fVm +bEGTiRD/fPBb4ovJdq2BvWT0I7m/YIqS+idyrFt74IupGnNR0B9IXRjVt48r +raH3E3bTYV5rEIcedmkNJhF61cwN16dwILE+mD00mTQPHhR2/Hq0nwJoISMv +ds7+veIPcqPl4sVLn3y8Bh2M1vjv6yuwY/PPP1tHZx/V/+Gbppv5FH9eude8 +nMjmunTpkkMvQY1/C0hLpTWuu2bq6dPn0Ndo7C6pK8Q91Nczf8GfCln+hpq1 +pGe4n4/2jddXEGdTJB30BYaCn/Ujub/46MM187LbW/pagwwCrl93QHNPK/R3 +r1QaJP5z/1n8reJFB7SGGvwy7783Y3A7eQ9fzdhEzHa7tAbz6H88+C35iTi+ +MNglnEkN91DZrjgq24+gpsjjk+bjDWfpJ5KtDG+95augYh+Ru7DTlaNHTxHv +K2SWy3udG+Oa/xT7rMQcxb8FpKVla9gyAYn4bEH2MvFCr/4+p6U2oAZP/4+z +/cv3HXpag3gJPnZM3LOH9cBG36J5af5gFsX7t1AYS971S5MrQ8XBF7Ls8HBz +P1rjT9el9P5eLWWHLBL+zv9W0vdqbnLEag2dvbr6hKS5YcNvzEM3luq4Zhgd +Pf3Gf39Mf9Wxjvj2v6UPHRJQHBKfGHf4wH0Uel8g+um7b7cGdd6V1/BvAWl1 +jobjV23GiUpXaGebqP2AJ1E796f0/kfiNHpag0xTRyGoSJrXGs88vVAd2eAg +Kfi929aM1jBYGkze+fJ8deeOo5qv2gx4r+SfftzDv/Ejvd+fWhh8IBO+a5rM +n4xuRfRZ6n9euZe8E5ImXv5AP/HTkbXfzC7rvYrbb5vJfKKvvdKxSet/4ovU +uaDfDLOZZj85chr/FpBWp62BX/WZMzZMQCJzzulA0BrOMW/e9uuumUqHXHnF +Z0HF95GmduiqNdRbmeCD9nBLjpXtfRuD48PW0PzY/qVsLRSkph+j9hKJ/+/2 +5homoZ+Cu/fR8e47K9Vx8IH0i8k0yUFmWwWV0caexDOQlqT53H8WMw9F9oVB +UUW2xkEd9783XJ9C6gY7fCBvQ/0l633bHmTgBUSS5HaC1K21YLybANEa9C48 +lsGdk0z7x7k/JaowTS6mHlaWLtnFLPRADTP8tnEfMv0TKVa/bDrIBJJL3Lui +3rF3dPQ0nt5grHcGXigsY0Zr3HWHhh/+B+4bc/9LT+AkXtAP97iGSLMeDioO +xpk4+DDTscw4KKZNGGQXHNh/fG1xf09CqqUloyromPivLCMksmg++bioVwmo +FQFt8JJoxG0vPt5+S7bspny+Tp2Ctby4w8ALSCXHIxn4TJHePgD/VEpGeGV3 +zK67CTihNb6Y2rG1/dQp6x+bOK//xAE1W8qHUPGhQ86elVBbF53g7mv6J81i +pQ6547aZaoeHLaU7Yri1RtclG5o1EvEExSgI/A737Pm9JzGwF0rmoej4ccXu +VxP5119bwYSbSZNxkEhPt0bWIp610pOQBCIDvb2O2jVWqz0n3yARzYMetSEG +Cz7IbmLqFKzlxWk804Ur8IFwsa0NmvX6sWa9UqlUq5VMLBRNFZp7uu8mQLZB +tGv6WVBxskqHIK0x6VHQGm6DWqHvvL2SCTRTrO68/Wu8doyskMK3YA+uQ6w1 +DH41qJHIT4zLEaw1+mmM0W9bb+tYk0nhCa74uOvOy1uxkE3k+5GwRXVNBxUP +nLSE2BxArVO9CTAGWoP2jkImYuED+1x9+qmFTArqiceewgMFpJkMdXh7rqRC +HBfl+UREdtoWzcx6oetuAkRrOCclaA3vYOZvjUyVM2fO0zUVmd6pV19xFE6J +7jDGkpMlEuqfyAs52FlfPfmE7H9Yki5aFol+2598XEy8nMcukS1oje/bC6n0 +jn4kLPy0h97vZs3qfXTKXR1xGEjFTKfXk5meVNbPC3cBDxQQVmu0WvVkTPbV +VkmG+ZJoZjcBF7QG+tqv+ePU7vEA5zH/tw4qPgmZEtq1nvFAobBIV8lJxpl5 +RyScmU8S7NuEN67neyq269YesCUdTQlXr9rHLFGhj99+69L4JzGT7/5M20RB +ZYBD74XgmRgYvB5wsbKsxs0lexbwQAERVFqjJdWysWShNBJJFJtmdhNwQWsA +3sH835peePXhB6vp28e51mB2gzXWJv2IRGvtPmv7cjdv+dYkxPciC4j2nUgf +ZOl610SCindBulMUHZMem6+OiUc06P4uPPcAR0AfrbW8uMOgC4jUrJeiXLio +8qFSyyaQbMlS08xuAqA1AAPwt0FcGxFnFONZazA7Z5FwxtMRmczWD8ZV/Y1/ +mtZTaszIlF1a44H7MrFJ8y2nSeLP/W4rM5I+LbWBiYk7S4PUPGca1zYNscyg +C4hYyadCWloD/ZQOc3xR3lXAYDcBLD9oDcAA/G387+2CQQhmuMc1Wvp2lp7W +sKtY6dXzV181pZ/U/nZLWi9HxrfjNXdMamRGk4U0Q8HPcPzvvt1KT6/dvfv3 +8+cvME9fsWI3PmEmavoFvxQQ490EsNbg3/jRbbEAP4BdT7/2ynISMuHhuSiE +cQpB8EuhUNNV5XXVGprx+xfs05G16go5qPgFtZAauZ3pUzJ/e0lxGNLqZgdZ +sDUKhb1E+6BcG99CNgLzC35vVrVUWmPzLweN4wPjE7wtqXm/E/4tFH3aGt/P +3cbEx7uf9C9Ysbhfs062NlmIzoK1Gn7iI1kmqT61xv79Y94UV/1cIx4L773n +Gwu58z7+LSAtldbYuuXwYOUBhgP/Foquko8e1d4sD4dsaLfACXiTiP4F09yK +kVkSZZ5/tv3ltjqrfVRjd7038fLlXcDMbBBpXiocf/WqfcQ7+uQXlna/zYf4 +t4C01FpjK2gNwAb8Wyi6Sk5PLm0pFR32yK1XjS/PV23RGmTjDGsVMgNZWNHq +1Bqvvbqcjnb8uKh+Cpng1OrUocHOlYOWtcaqVTW8LeyFC55ec9EP/i0grY7R +cHk915byoUFLBPgbv3fbmpHcoF1doJYP2I6NWgPx5xunq7XGFX/oSBN7OHwo ++h0JWVnYSz+d3lb4lptnzPp68ycfr6HdNvYk5O1/k4fmkZ49e1aa8PDcfnLn +cfxbQFpgawDO4N9C0Y/W6NXZVK8wj5s+TWPSqXneeXvlC88vUSdLxyF7cGjK +0FL2YKJD0l9t+uTjIh0N6aZeM3jlFcO/sZp/C0gLtAbgDP4tFGYMpf478K3B +PG5lf3YNsiPwNo706hsmF+++s9JAa1y8eInxCoUOxrOihQxip1LDit+N8ZZK +a+CvCAD6xL+FwozkjL8L17QG7bie6Urqk6CyHYY6FzPTmwy0BtnAUf0eyG4j +PYkx6TF5keCjE7O2ZMrL+LeAtFRaY+dOG/ZjBQD/FgqTkjP79LmjNRB33TE2 +3Kye4tsPwbb7JnTgnTcxeMPWp55csDxfVW+lpzn2HewcK+lJDKykFiz41cas +eRP/FpCWam347qqzHbPA0ON3A9yk5LXasYFoDbK7BB6SsAuU4PZtYyMUxG9M +qz1sgZ2iBDvd2OJlnuQI3zSdfg+PTZyHTq4KfW5Bkj7Ha3yBfwtIixIe+8QG +rQHYgg8KhSQKgoYXHpOSnz9/YSBagzzr+mu/sDdZojVWrbq8ZOPZZ3I4EO/Z +RB8THurQGmQBCK01LLyToOJRxMaseRMfFBB9qB4qWWtsLNWN4wOAGTxXKMRi +OJQkm11OKcxEEkYSfDyW7NzcsgfJB6I1brl5hhOPCyoufHGyyL6gw/GB58Qa +HIX2jNy3FL+CZOvbXiVBOuvYMdVO1UOH5wpILzBao7hm32DlAYYDzxQKsV6t +VirVSikd4mLFmuzJs1mviy2x2VSqpno2FMnQflI8rjXWrT3wiKWBZjPgZGnf +43hNR1AZfDfWGmRf4N27x/or7vv7N0jX2C7kcOCZAmIFZpWf5e3mAQDjrXEN +qRySbYpEIoYsDC6azLOtWKkUDvBNKsC8/HSdefVVU+6JzLZV9AGA87Jr1ygT +YuZY9XMNn5w8aX2v2/GAtwqIJRhbo+t+WwBgBu8UikY+mZR3LCuHQ0mVymhm +4wEukqbDe7U1Ro+exiPUFkZ+vQbOET2RUk9HXHfNF/TlDdenyKQyZitDQJOB +FxBJki1sydgfabexP9AagI0MvFBQSNl4vFAtREJJyqYQMrGQ0uKLFBodBadX +rYHPJ7+4lPHg5EeIFnj+ucUtQ0OD9JKRlzA6OuaQ6ty5C92eAwy+gFRyPJKB +zxTJYF+qOtZ6KiUjfEmQapmuY39Ya9TroDUAGxh4oehAqiaQigiN0D1R5ZFo +PFsWVG0ta1pjOGAUgZ7K2Lixnv1+G7mc9Og8+vaB5sA3eKCACHwgXGyrg2a9 +fqxZr1Qq1WoFNaiiqUJT7D72h7UGrPIDbMEDhaIDeRPkAG1roKByFPcvR9K0 +EQ5ao6vW2LPn98OHLzv+/WrG2M5cmW/KQ/ZCnMMDBaSZDIUL1KdfSaGmVZTn +ExG5iRXNtU0Pg7E/rDXoSXcA0CscxaBlMYvUudeUecnRfczOpH7HjNbA+9vS +O4+TbaFQm3NYt8OwHQ8UEFZrIKMiGZNbVpVkmC8RlWE09oe1xsGDGmMfANAr +HigUFvGv5P1DZs/qaY2775xFItMxgV7xwGcmqLRGS6plY8lCaSSSKDbNjP2N +aQ0Y1wDswAOFwiL+MpTshXZ73lJpjQkPz02+t4pExj6I8suqg5PXl3jDGJea +9VKUCxdVVkItm0CyJUtyj1TXsT+sNY4dO+O8wMDwM+hCYR3/St4/ZM0FOpLt +nbvpnqiLFy/R8VFg4qVlg5LW1wz6MxMr+VRIS2ugn9Jhji8q4xj6Y39YfuyH +SjSevgsA3fBGU8o6/pW8fzZtqqt7pVav2qfXE4UCX3vF9/ONB4K/PjO9sT9s +a8AKHcAW/FUoaPwruS0wKuPh6NyW/myxxMt5eiE5YB5ff2ZEeGxrMBYoAFjD +v4XCv5LbAqM1ioqLIRj1th1ff2ZEeDyVDrQGYAv+LRT+ldwWGK3xpuLAFp3c +ftvMQYs2VPj6M2NsjcEKAwwN/i0Uvh6U6R9Ga3zy8RoUGL5p+hB42fIIfh/4 +a6l83g5aHMD3+L1Q+Fdyu9i7t0m0xrdztrSgh8oBfP2ZMaPhgxUGGBr8Wyj8 +K7mNMCv47r83A5WDvfj6M4MeKsAJ/Fso/Cu5jTBa48EH5kDlYC++/syY0fDB +CgMMDf4tFP6V3EawykDKgr4crEhDhq8/M6qH6hx8GIBd+LdQ+FdyG8Fqgvgy +HR09DR7q7MXXnxkZuARbA7AFGA0fArDWAE3hHL7+zIjw6MRrbp+99mJBHmNo +ebwmm3l8rfLsArqknMPvzapWp9YwE63XX72WrNfkcSjZgcvj30JhskQMCg9K +5UGRWp6UajgKSKtzGx0AsJFBf9oW4RxuR3nzVw+K5NyvXhDJvwUEAAAGF/Uq +MK4Z9JcOAAAAAAAwfvn/AfQR5Dk= + "], {{0, 0}, {530, 349}}, {0, 255}, + ColorFunction->RGBColor], + ImageSize->{530, 349}, + PlotRange->{{0, 530}, {0, 349}}]], "Output", + CellChangeTimes->{ + 3.532914645237731*^9, 3.537023924052868*^9, 3.537024026866736*^9, + 3.537024065676604*^9, {3.53702413603395*^9, 3.53702418697119*^9}, { + 3.537024229481877*^9, 3.537024278230837*^9}, 3.537024349327274*^9, + 3.537024444598117*^9, 3.6305591551111307`*^9, 3.630559342468705*^9, + 3.632970803018832*^9, + 3.6330210017073717`*^9},ExpressionUUID->"ce992d5e-e8ec-4e54-8d5f-\ +b454f4b35c33"], + +Cell[BoxData[ + RowBox[{"{", + RowBox[{ + GraphicsBox[ + {RGBColor[0.798413061722744, 0.824719615472648, 0.968322270542458], + EdgeForm[Opacity[0.24499999999999997`]], {}, + {RGBColor[0.798413061722744, 0.824719615472648, 0.968322270542458], + EdgeForm[Opacity[0.24499999999999997`]], + RectangleBox[{3.52, 0}, {3.54, 1}, + RoundingRadius->0], RectangleBox[{3.54, 0}, {3.56, 265}, + RoundingRadius->0], RectangleBox[{3.56, 0}, {3.58, 209}, + RoundingRadius->0], RectangleBox[{3.58, 0}, {3.6, 331}, + RoundingRadius->0], RectangleBox[{3.6, 0}, {3.62, 347}, + RoundingRadius->0], RectangleBox[{3.62, 0}, {3.64, 537}, + RoundingRadius->0], RectangleBox[{3.64, 0}, {3.66, 770}, + RoundingRadius->0], RectangleBox[{3.66, 0}, {3.68, 1572}, + RoundingRadius->0], RectangleBox[{3.68, 0}, {3.7, 2113}, + RoundingRadius->0], RectangleBox[{3.7, 0}, {3.72, 2783}, + RoundingRadius->0], RectangleBox[{3.72, 0}, {3.74, 2852}, + RoundingRadius->0], RectangleBox[{3.74, 0}, {3.76, 3452}, + RoundingRadius->0], RectangleBox[{3.76, 0}, {3.78, 4345}, + RoundingRadius->0], RectangleBox[{3.78, 0}, {3.8, 5063}, + RoundingRadius->0], RectangleBox[{3.8, 0}, {3.82, 5860}, + RoundingRadius->0], RectangleBox[{3.82, 0}, {3.84, 5462}, + RoundingRadius->0], RectangleBox[{3.84, 0}, {3.86, 4862}, + RoundingRadius->0], RectangleBox[{3.86, 0}, {3.88, 5885}, + RoundingRadius->0], RectangleBox[{3.88, 0}, {3.9, 5633}, + RoundingRadius->0], RectangleBox[{3.9, 0}, {3.92, 5265}, + RoundingRadius->0], RectangleBox[{3.92, 0}, {3.94, 4594}, + RoundingRadius->0], RectangleBox[{3.94, 0}, {3.96, 4805}, + RoundingRadius->0], RectangleBox[{3.96, 0}, {3.98, 5720}, + RoundingRadius->0], RectangleBox[{3.98, 0}, {4., 5952}, + RoundingRadius->0], RectangleBox[{4., 0}, {4.02, 5424}, + RoundingRadius->0], RectangleBox[{4.02, 0}, {4.04, 5476}, + RoundingRadius->0], RectangleBox[{4.04, 0}, {4.06, 5569}, + RoundingRadius->0], RectangleBox[{4.06, 0}, {4.08, 5656}, + RoundingRadius->0], RectangleBox[{4.08, 0}, {4.1, 4369}, + RoundingRadius->0], RectangleBox[{4.1, 0}, {4.12, 4522}, + RoundingRadius->0], RectangleBox[{4.12, 0}, {4.14, 4621}, + RoundingRadius->0], RectangleBox[{4.14, 0}, {4.16, 4350}, + RoundingRadius->0], RectangleBox[{4.16, 0}, {4.18, 4503}, + RoundingRadius->0], RectangleBox[{4.18, 0}, {4.2, 4350}, + RoundingRadius->0], RectangleBox[{4.2, 0}, {4.22, 3926}, + RoundingRadius->0], RectangleBox[{4.22, 0}, {4.24, 4250}, + RoundingRadius->0], RectangleBox[{4.24, 0}, {4.26, 4002}, + RoundingRadius->0], RectangleBox[{4.26, 0}, {4.28, 3694}, + RoundingRadius->0], RectangleBox[{4.28, 0}, {4.3, 2858}, + RoundingRadius->0], RectangleBox[{4.3, 0}, {4.32, 3079}, + RoundingRadius->0], RectangleBox[{4.32, 0}, {4.34, 2752}, + RoundingRadius->0], RectangleBox[{4.34, 0}, {4.36, 2314}, + RoundingRadius->0], RectangleBox[{4.36, 0}, {4.38, 2167}, + RoundingRadius->0], RectangleBox[{4.38, 0}, {4.4, 2184}, + RoundingRadius->0], RectangleBox[{4.4, 0}, {4.42, 1802}, + RoundingRadius->0], RectangleBox[{4.42, 0}, {4.44, 1754}, + RoundingRadius->0], RectangleBox[{4.44, 0}, {4.46, 1627}, + RoundingRadius->0], RectangleBox[{4.46, 0}, {4.48, 1907}, + RoundingRadius->0], RectangleBox[{4.48, 0}, {4.5, 1916}, + RoundingRadius->0], RectangleBox[{4.5, 0}, {4.52, 1370}, + RoundingRadius->0], RectangleBox[{4.52, 0}, {4.54, 1692}, + RoundingRadius->0], RectangleBox[{4.54, 0}, {4.56, 1608}, + RoundingRadius->0], RectangleBox[{4.56, 0}, {4.58, 1279}, + RoundingRadius->0], RectangleBox[{4.58, 0}, {4.6, 1344}, + RoundingRadius->0], RectangleBox[{4.6, 0}, {4.62, 1182}, + RoundingRadius->0], RectangleBox[{4.62, 0}, {4.64, 688}, + RoundingRadius->0], RectangleBox[{4.64, 0}, {4.66, 533}, + RoundingRadius->0], RectangleBox[{4.66, 0}, {4.68, 424}, + RoundingRadius->0], RectangleBox[{4.68, 0}, {4.7, 599}, + RoundingRadius->0], RectangleBox[{4.7, 0}, {4.72, 577}, + RoundingRadius->0], RectangleBox[{4.72, 0}, {4.74, 287}, + RoundingRadius->0], RectangleBox[{4.74, 0}, {4.76, 202}, + RoundingRadius->0], RectangleBox[{4.76, 0}, {4.78, 277}, + RoundingRadius->0], RectangleBox[{4.78, 0}, {4.8, 124}, + RoundingRadius->0], RectangleBox[{4.8, 0}, {4.82, 65}, + RoundingRadius->0]}, {}, {}}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->{True, False}, + AxesLabel->{ + FormBox["\"a\"", TraditionalForm], None}, + AxesOrigin->{3.52, 0}, + FrameTicks->{{Automatic, Automatic}, {Automatic, Automatic}}, + GridLines->{None, None}, + ImageSize->250, + PlotRange->{{3.52, 4.82}, {All, All}}, + PlotRangePadding->{{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.02], + Scaled[0.1]}}, + Ticks->{Automatic, None}], ",", + GraphicsBox[ + {RGBColor[0.798413061722744, 0.824719615472648, 0.968322270542458], + EdgeForm[Opacity[0.147]], {}, + {RGBColor[0.798413061722744, 0.824719615472648, 0.968322270542458], + EdgeForm[Opacity[0.147]], RectangleBox[{1.256, 0}, {1.258, 3}, + RoundingRadius->0], RectangleBox[{1.26, 0}, {1.262, 39}, + RoundingRadius->0], RectangleBox[{1.262, 0}, {1.264, 85}, + RoundingRadius->0], RectangleBox[{1.264, 0}, {1.266, 99}, + RoundingRadius->0], RectangleBox[{1.266, 0}, {1.268, 179}, + RoundingRadius->0], RectangleBox[{1.268, 0}, {1.27, 246}, + RoundingRadius->0], RectangleBox[{1.27, 0}, {1.272, 294}, + RoundingRadius->0], RectangleBox[{1.272, 0}, {1.274, 360}, + RoundingRadius->0], RectangleBox[{1.274, 0}, {1.276, 423}, + RoundingRadius->0], RectangleBox[{1.276, 0}, {1.278, 414}, + RoundingRadius->0], RectangleBox[{1.278, 0}, {1.28, 648}, + RoundingRadius->0], RectangleBox[{1.28, 0}, {1.282, 877}, + RoundingRadius->0], RectangleBox[{1.282, 0}, {1.284, 1024}, + RoundingRadius->0], RectangleBox[{1.284, 0}, {1.286, 1168}, + RoundingRadius->0], RectangleBox[{1.286, 0}, {1.288, 1346}, + RoundingRadius->0], RectangleBox[{1.288, 0}, {1.29, 1233}, + RoundingRadius->0], RectangleBox[{1.29, 0}, {1.292, 1481}, + RoundingRadius->0], RectangleBox[{1.292, 0}, {1.294, 1801}, + RoundingRadius->0], RectangleBox[{1.294, 0}, {1.296, 1560}, + RoundingRadius->0], RectangleBox[{1.296, 0}, {1.298, 1589}, + RoundingRadius->0], RectangleBox[{1.298, 0}, {1.3, 1969}, + RoundingRadius->0], RectangleBox[{1.3, 0}, {1.302, 1590}, + RoundingRadius->0], RectangleBox[{1.302, 0}, {1.304, 1726}, + RoundingRadius->0], RectangleBox[{1.304, 0}, {1.306, 1393}, + RoundingRadius->0], RectangleBox[{1.306, 0}, {1.308, 1732}, + RoundingRadius->0], RectangleBox[{1.308, 0}, {1.31, 2013}, + RoundingRadius->0], RectangleBox[{1.31, 0}, {1.312, 2032}, + RoundingRadius->0], RectangleBox[{1.312, 0}, {1.314, 2512}, + RoundingRadius->0], RectangleBox[{1.314, 0}, {1.316, 2776}, + RoundingRadius->0], RectangleBox[{1.316, 0}, {1.318, 3097}, + RoundingRadius->0], RectangleBox[{1.318, 0}, {1.32, 3342}, + RoundingRadius->0], RectangleBox[{1.32, 0}, {1.322, 3601}, + RoundingRadius->0], RectangleBox[{1.322, 0}, {1.324, 3598}, + RoundingRadius->0], RectangleBox[{1.324, 0}, {1.326, 3555}, + RoundingRadius->0], RectangleBox[{1.326, 0}, {1.328, 3135}, + RoundingRadius->0], RectangleBox[{1.328, 0}, {1.33, 3425}, + RoundingRadius->0], RectangleBox[{1.33, 0}, {1.332, 3134}, + RoundingRadius->0], RectangleBox[{1.332, 0}, {1.334, 3984}, + RoundingRadius->0], RectangleBox[{1.334, 0}, {1.336, 4367}, + RoundingRadius->0], RectangleBox[{1.336, 0}, {1.338, 3922}, + RoundingRadius->0], RectangleBox[{1.338, 0}, {1.34, 4251}, + RoundingRadius->0], RectangleBox[{1.34, 0}, {1.342, 4496}, + RoundingRadius->0], RectangleBox[{1.342, 0}, {1.344, 4615}, + RoundingRadius->0], RectangleBox[{1.344, 0}, {1.346, 5009}, + RoundingRadius->0], RectangleBox[{1.346, 0}, {1.348, 4183}, + RoundingRadius->0], RectangleBox[{1.348, 0}, {1.35, 4734}, + RoundingRadius->0], RectangleBox[{1.35, 0}, {1.352, 4618}, + RoundingRadius->0], RectangleBox[{1.352, 0}, {1.354, 4268}, + RoundingRadius->0], RectangleBox[{1.354, 0}, {1.356, 4687}, + RoundingRadius->0], RectangleBox[{1.356, 0}, {1.358, 4023}, + RoundingRadius->0], RectangleBox[{1.358, 0}, {1.36, 4186}, + RoundingRadius->0], RectangleBox[{1.36, 0}, {1.362, 4651}, + RoundingRadius->0], RectangleBox[{1.362, 0}, {1.364, 4192}, + RoundingRadius->0], RectangleBox[{1.364, 0}, {1.366, 4583}, + RoundingRadius->0], RectangleBox[{1.366, 0}, {1.368, 4739}, + RoundingRadius->0], RectangleBox[{1.368, 0}, {1.37, 4201}, + RoundingRadius->0], RectangleBox[{1.37, 0}, {1.372, 4630}, + RoundingRadius->0], RectangleBox[{1.372, 0}, {1.374, 3920}, + RoundingRadius->0], RectangleBox[{1.374, 0}, {1.376, 3695}, + RoundingRadius->0], RectangleBox[{1.376, 0}, {1.378, 3928}, + RoundingRadius->0], RectangleBox[{1.378, 0}, {1.38, 3713}, + RoundingRadius->0], RectangleBox[{1.38, 0}, {1.382, 2784}, + RoundingRadius->0], RectangleBox[{1.382, 0}, {1.384, 2388}, + RoundingRadius->0], RectangleBox[{1.384, 0}, {1.386, 2292}, + RoundingRadius->0], RectangleBox[{1.386, 0}, {1.388, 1779}, + RoundingRadius->0], RectangleBox[{1.388, 0}, {1.39, 1715}, + RoundingRadius->0], RectangleBox[{1.39, 0}, {1.392, 1362}, + RoundingRadius->0], RectangleBox[{1.392, 0}, {1.394, 1352}, + RoundingRadius->0], RectangleBox[{1.394, 0}, {1.396, 913}, + RoundingRadius->0], RectangleBox[{1.396, 0}, {1.398, 720}, + RoundingRadius->0], RectangleBox[{1.398, 0}, {1.4, 506}, + RoundingRadius->0], RectangleBox[{1.4, 0}, {1.402, 281}, + RoundingRadius->0], RectangleBox[{1.402, 0}, {1.404, 172}, + RoundingRadius->0], RectangleBox[{1.404, 0}, {1.406, 199}, + RoundingRadius->0], RectangleBox[{1.406, 0}, {1.408, 97}, + RoundingRadius->0], RectangleBox[{1.408, 0}, {1.41, 121}, + RoundingRadius->0], RectangleBox[{1.41, 0}, {1.412, 139}, + RoundingRadius->0], RectangleBox[{1.412, 0}, {1.414, 81}, + RoundingRadius->0], RectangleBox[{1.414, 0}, {1.416, 6}, + RoundingRadius->0]}, {}, {}}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->{True, False}, + AxesLabel->{ + FormBox["\"b\"", TraditionalForm], None}, + AxesOrigin->{1.256, 0}, + FrameTicks->{{Automatic, Automatic}, {Automatic, Automatic}}, + GridLines->{None, None}, + ImageSize->250, + PlotRange->{{1.256, 1.416}, {All, All}}, + PlotRangePadding->{{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.02], + Scaled[0.1]}}, + Ticks->{Automatic, None}], ",", + GraphicsBox[ + {RGBColor[0.798413061722744, 0.824719615472648, 0.968322270542458], + EdgeForm[Opacity[-0.08399999999999999]], {}, + {RGBColor[0.798413061722744, 0.824719615472648, 0.968322270542458], + EdgeForm[Opacity[-0.08399999999999999]], + RectangleBox[{-2.36, 0}, {-2.34, 57}, + RoundingRadius->0], RectangleBox[{-2.34, 0}, {-2.32, 104}, + RoundingRadius->0], RectangleBox[{-2.32, 0}, {-2.3, 194}, + RoundingRadius->0], RectangleBox[{-2.3, 0}, {-2.28, 348}, + RoundingRadius->0], RectangleBox[{-2.28, 0}, {-2.26, 482}, + RoundingRadius->0], RectangleBox[{-2.26, 0}, {-2.24, 593}, + RoundingRadius->0], RectangleBox[{-2.24, 0}, {-2.22, 648}, + RoundingRadius->0], RectangleBox[{-2.22, 0}, {-2.2, 404}, + RoundingRadius->0], RectangleBox[{-2.2, 0}, {-2.18, 584}, + RoundingRadius->0], RectangleBox[{-2.18, 0}, {-2.16, 242}, + RoundingRadius->0], RectangleBox[{-2.16, 0}, {-2.14, 159}, + RoundingRadius->0], RectangleBox[{-2.14, 0}, {-2.12, 162}, + RoundingRadius->0], RectangleBox[{-2.12, 0}, {-2.1, 192}, + RoundingRadius->0], RectangleBox[{-2.1, 0}, {-2.08, 398}, + RoundingRadius->0], RectangleBox[{-2.08, 0}, {-2.06, 224}, + RoundingRadius->0], RectangleBox[{-2.06, 0}, {-2.04, 217}, + RoundingRadius->0], RectangleBox[{-2.04, 0}, {-2.02, 290}, + RoundingRadius->0], RectangleBox[{-2.02, 0}, {-2., 388}, + RoundingRadius->0], RectangleBox[{-2., 0}, {-1.98, 520}, + RoundingRadius->0], RectangleBox[{-1.98, 0}, {-1.96, 651}, + RoundingRadius->0], RectangleBox[{-1.96, 0}, {-1.94, 791}, + RoundingRadius->0], RectangleBox[{-1.94, 0}, {-1.92, 880}, + RoundingRadius->0], RectangleBox[{-1.92, 0}, {-1.9, 1164}, + RoundingRadius->0], RectangleBox[{-1.9, 0}, {-1.88, 1138}, + RoundingRadius->0], RectangleBox[{-1.88, 0}, {-1.86, 960}, + RoundingRadius->0], RectangleBox[{-1.86, 0}, {-1.84, 796}, + RoundingRadius->0], RectangleBox[{-1.84, 0}, {-1.82, 678}, + RoundingRadius->0], RectangleBox[{-1.82, 0}, {-1.8, 1044}, + RoundingRadius->0], RectangleBox[{-1.8, 0}, {-1.78, 1362}, + RoundingRadius->0], RectangleBox[{-1.78, 0}, {-1.76, 1373}, + RoundingRadius->0], RectangleBox[{-1.76, 0}, {-1.74, 1343}, + RoundingRadius->0], RectangleBox[{-1.74, 0}, {-1.72, 1344}, + RoundingRadius->0], RectangleBox[{-1.72, 0}, {-1.7, 1009}, + RoundingRadius->0], RectangleBox[{-1.7, 0}, {-1.68, 1138}, + RoundingRadius->0], RectangleBox[{-1.68, 0}, {-1.66, 776}, + RoundingRadius->0], RectangleBox[{-1.66, 0}, {-1.64, 708}, + RoundingRadius->0], RectangleBox[{-1.64, 0}, {-1.62, 1108}, + RoundingRadius->0], RectangleBox[{-1.62, 0}, {-1.6, 939}, + RoundingRadius->0], RectangleBox[{-1.6, 0}, {-1.58, 1422}, + RoundingRadius->0], RectangleBox[{-1.58, 0}, {-1.56, 1981}, + RoundingRadius->0], RectangleBox[{-1.56, 0}, {-1.54, 2058}, + RoundingRadius->0], RectangleBox[{-1.54, 0}, {-1.52, 2516}, + RoundingRadius->0], RectangleBox[{-1.52, 0}, {-1.5, 2312}, + RoundingRadius->0], RectangleBox[{-1.5, 0}, {-1.48, 2341}, + RoundingRadius->0], RectangleBox[{-1.48, 0}, {-1.46, 1997}, + RoundingRadius->0], RectangleBox[{-1.46, 0}, {-1.44, 2205}, + RoundingRadius->0], RectangleBox[{-1.44, 0}, {-1.42, 2563}, + RoundingRadius->0], RectangleBox[{-1.42, 0}, {-1.4, 2594}, + RoundingRadius->0], RectangleBox[{-1.4, 0}, {-1.38, 2897}, + RoundingRadius->0], RectangleBox[{-1.38, 0}, {-1.36, 2582}, + RoundingRadius->0], RectangleBox[{-1.36, 0}, {-1.34, 2607}, + RoundingRadius->0], RectangleBox[{-1.34, 0}, {-1.32, 2752}, + RoundingRadius->0], RectangleBox[{-1.32, 0}, {-1.3, 2137}, + RoundingRadius->0], RectangleBox[{-1.3, 0}, {-1.28, 2027}, + RoundingRadius->0], RectangleBox[{-1.28, 0}, {-1.26, 1947}, + RoundingRadius->0], RectangleBox[{-1.26, 0}, {-1.24, 1870}, + RoundingRadius->0], RectangleBox[{-1.24, 0}, {-1.22, 2654}, + RoundingRadius->0], RectangleBox[{-1.22, 0}, {-1.2, 2587}, + RoundingRadius->0], RectangleBox[{-1.2, 0}, {-1.18, 2662}, + RoundingRadius->0], RectangleBox[{-1.18, 0}, {-1.16, 2317}, + RoundingRadius->0], RectangleBox[{-1.16, 0}, {-1.14, 2577}, + RoundingRadius->0], RectangleBox[{-1.14, 0}, {-1.12, 2866}, + RoundingRadius->0], RectangleBox[{-1.12, 0}, {-1.1, 2893}, + RoundingRadius->0], RectangleBox[{-1.1, 0}, {-1.08, 2996}, + RoundingRadius->0], RectangleBox[{-1.08, 0}, {-1.06, 2958}, + RoundingRadius->0], RectangleBox[{-1.06, 0}, {-1.04, 3252}, + RoundingRadius->0], RectangleBox[{-1.04, 0}, {-1.02, 3450}, + RoundingRadius->0], RectangleBox[{-1.02, 0}, {-1., 3768}, + RoundingRadius->0], RectangleBox[{-1., 0}, {-0.98, 3334}, + RoundingRadius->0], RectangleBox[{-0.98, 0}, {-0.96, 2798}, + RoundingRadius->0], RectangleBox[{-0.96, 0}, {-0.94, 3221}, + RoundingRadius->0], RectangleBox[{-0.94, 0}, {-0.92, 3043}, + RoundingRadius->0], RectangleBox[{-0.92, 0}, {-0.9, 2950}, + RoundingRadius->0], RectangleBox[{-0.9, 0}, {-0.88, 2825}, + RoundingRadius->0], RectangleBox[{-0.88, 0}, {-0.86, 2704}, + RoundingRadius->0], RectangleBox[{-0.86, 0}, {-0.84, 2578}, + RoundingRadius->0], RectangleBox[{-0.84, 0}, {-0.82, 2983}, + RoundingRadius->0], RectangleBox[{-0.82, 0}, {-0.8, 2917}, + RoundingRadius->0], RectangleBox[{-0.8, 0}, {-0.78, 2928}, + RoundingRadius->0], RectangleBox[{-0.78, 0}, {-0.76, 2885}, + RoundingRadius->0], RectangleBox[{-0.76, 0}, {-0.74, 2763}, + RoundingRadius->0], RectangleBox[{-0.74, 0}, {-0.72, 3595}, + RoundingRadius->0], RectangleBox[{-0.72, 0}, {-0.7, 3839}, + RoundingRadius->0], RectangleBox[{-0.7, 0}, {-0.68, 3800}, + RoundingRadius->0], RectangleBox[{-0.68, 0}, {-0.66, 2825}, + RoundingRadius->0], RectangleBox[{-0.66, 0}, {-0.64, 2600}, + RoundingRadius->0], RectangleBox[{-0.64, 0}, {-0.62, 2568}, + RoundingRadius->0], RectangleBox[{-0.62, 0}, {-0.6, 2546}, + RoundingRadius->0], RectangleBox[{-0.6, 0}, {-0.58, 2471}, + RoundingRadius->0], RectangleBox[{-0.58, 0}, {-0.56, 2045}, + RoundingRadius->0], RectangleBox[{-0.56, 0}, {-0.54, 2005}, + RoundingRadius->0], RectangleBox[{-0.54, 0}, {-0.52, 1721}, + RoundingRadius->0], RectangleBox[{-0.52, 0}, {-0.5, 1570}, + RoundingRadius->0], RectangleBox[{-0.5, 0}, {-0.48, 1253}, + RoundingRadius->0], RectangleBox[{-0.48, 0}, {-0.46, 1587}, + RoundingRadius->0], RectangleBox[{-0.46, 0}, {-0.44, 1096}, + RoundingRadius->0], RectangleBox[{-0.44, 0}, {-0.42, 1007}, + RoundingRadius->0], RectangleBox[{-0.42, 0}, {-0.4, 905}, + RoundingRadius->0], RectangleBox[{-0.4, 0}, {-0.38, 707}, + RoundingRadius->0], RectangleBox[{-0.38, 0}, {-0.36, 458}, + RoundingRadius->0], RectangleBox[{-0.36, 0}, {-0.34, 363}, + RoundingRadius->0], RectangleBox[{-0.34, 0}, {-0.32, 287}, + RoundingRadius->0], RectangleBox[{-0.32, 0}, {-0.3, 332}, + RoundingRadius->0], RectangleBox[{-0.3, 0}, {-0.28, 225}, + RoundingRadius->0], RectangleBox[{-0.28, 0}, {-0.26, 422}, + RoundingRadius->0], RectangleBox[{-0.26, 0}, {-0.24, 138}, + RoundingRadius->0], RectangleBox[{-0.24, 0}, {-0.22, 137}, + RoundingRadius->0], RectangleBox[{-0.22, 0}, {-0.2, 99}, + RoundingRadius->0], RectangleBox[{-0.2, 0}, {-0.18, 114}, + RoundingRadius->0], RectangleBox[{-0.18, 0}, {-0.16, 68}, + RoundingRadius->0], RectangleBox[{-0.16, 0}, {-0.14, 39}, + RoundingRadius->0], RectangleBox[{-0.14, 0}, {-0.12, 54}, + RoundingRadius->0]}, {}, {}}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->{True, False}, + AxesLabel->{ + FormBox["\"c\"", TraditionalForm], None}, + AxesOrigin->{-2.36, 0}, + FrameTicks->{{Automatic, Automatic}, {Automatic, Automatic}}, + GridLines->{None, None}, + ImageSize->250, + PlotRange->{{-2.36, -0.12}, {All, All}}, + PlotRangePadding->{{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.02], + Scaled[0.1]}}, + Ticks->{Automatic, None}], ",", + GraphicsBox[ + {RGBColor[0.798413061722744, 0.824719615472648, 0.968322270542458], + EdgeForm[Opacity[0.693]], {}, + {RGBColor[0.798413061722744, 0.824719615472648, 0.968322270542458], + EdgeForm[Opacity[0.693]], + TagBox[ + TooltipBox[ + TagBox[ + DynamicBox[{ + FEPrivate`If[ + CurrentValue["MouseOver"], + EdgeForm[{ + GrayLevel[0.5], + AbsoluteThickness[1.5], + Opacity[0.66]}], {}, {}], + RectangleBox[{1., 0}, {2., 180001}, "RoundingRadius" -> 0]}, + + ImageSizeCache->{{6.500000000000028, + 230.84693877551024`}, {-67.12125005765552, 60.41174943497603}}], + StatusArea[#, 180001]& , + TagBoxNote->"180001"], + StyleBox["180001", { + GrayLevel[0]}, StripOnInput -> False]], + Annotation[#, + Style[180001, { + GrayLevel[0]}], "Tooltip"]& ]}, {}, {}}, + AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], + Axes->{True, False}, + AxesLabel->{ + FormBox["\"n\"", TraditionalForm], None}, + AxesOrigin->{1., 0}, + FrameTicks->{{Automatic, Automatic}, {Automatic, Automatic}}, + GridLines->{None, None}, + ImageSize->250, + PlotRange->{{1., 2.}, {All, All}}, + PlotRangePadding->{{ + Scaled[0.02], + Scaled[0.02]}, { + Scaled[0.02], + Scaled[0.1]}}, + Ticks->{Automatic, None}]}], "}"}]], "Output", + CellChangeTimes->{ + 3.532914645237731*^9, 3.537023924052868*^9, 3.537024026866736*^9, + 3.537024065676604*^9, {3.53702413603395*^9, 3.53702418697119*^9}, { + 3.537024229481877*^9, 3.537024278230837*^9}, 3.537024349327274*^9, + 3.537024444598117*^9, 3.6305591551111307`*^9, 3.630559342468705*^9, + 3.632970803018832*^9, + 3.6330210032458057`*^9},ExpressionUUID->"90ed134f-6fa4-48a5-a0ae-\ +1e0aa6a0365b"] +}, Open ]] +}, Open ]] +}, Closed]] +}, Open ]] +}, +WindowSize->{808, 692}, +WindowMargins->{{Automatic, -102}, {40, Automatic}}, +WindowStatusArea->"mcmc_demonst.nb last backed up to mcmc_demonst.nb~ on Sun \ +15 Feb 2015 at 12:30:01 PM", +ShowSelection->True, +FrontEndVersion->"11.3 for Mac OS X x86 (32-bit, 64-bit Kernel) (March 5, \ +2018)", +StyleDefinitions->"Default.nb" +] +(* End of Notebook Content *) + +(* Internal cache information *) +(*CellTagsOutline +CellTagsIndex->{ + "Info8293768744082-5167166"->{ + Cell[2808, 83, 1267, 18, 509, "Print",ExpressionUUID->"a7e445ea-5300-40f8-af51-cfd806e83ce1", + CellTags->"Info8293768744082-5167166"]}, + "Info8303768744082-5167166"->{ + Cell[4078, 103, 1307, 19, 509, "Print",ExpressionUUID->"0cf44f85-c065-4fdb-b741-834a899b52cd", + CellTags->"Info8303768744082-5167166"]}, + "Info8313768744082-5167166"->{ + Cell[5388, 124, 2377, 32, 949, "Print",ExpressionUUID->"a1376294-48e6-413b-8206-28469d5b82b0", + CellTags->"Info8313768744082-5167166"]} + } +*) +(*CellTagsIndex +CellTagsIndex->{ + {"Info8293768744082-5167166", 427851, 7921}, + {"Info8303768744082-5167166", 428023, 7924}, + {"Info8313768744082-5167166", 428196, 7927} + } +*) +(*NotebookFileOutline +Notebook[{ +Cell[CellGroupData[{ +Cell[579, 22, 244, 4, 160, "Title",ExpressionUUID->"bfe81a9f-5a0f-4709-8601-72d9aec6f09d"], +Cell[CellGroupData[{ +Cell[848, 30, 306, 5, 67, "Section",ExpressionUUID->"37a0a562-b416-419c-bccf-0964cd6f6286"], +Cell[1157, 37, 712, 15, 30, "Input",ExpressionUUID->"21722733-3672-465d-b42a-e2e9a3366acf"], +Cell[1872, 54, 201, 4, 30, "Input",ExpressionUUID->"747a2b63-5487-49ce-9c8d-bb804cbed0f1"] +}, Open ]], +Cell[CellGroupData[{ +Cell[2110, 63, 238, 4, 67, "Section",ExpressionUUID->"2e344555-a4f5-40ce-b120-d301947f327b"], +Cell[CellGroupData[{ +Cell[2373, 71, 410, 8, 73, "Input",ExpressionUUID->"011663d3-5382-47e3-bf30-00b75f2cb207"], +Cell[CellGroupData[{ +Cell[2808, 83, 1267, 18, 509, "Print",ExpressionUUID->"a7e445ea-5300-40f8-af51-cfd806e83ce1", + CellTags->"Info8293768744082-5167166"], +Cell[4078, 103, 1307, 19, 509, "Print",ExpressionUUID->"0cf44f85-c065-4fdb-b741-834a899b52cd", + CellTags->"Info8303768744082-5167166"], +Cell[5388, 124, 2377, 32, 949, "Print",ExpressionUUID->"a1376294-48e6-413b-8206-28469d5b82b0", + CellTags->"Info8313768744082-5167166"] +}, Open ]] +}, Open ]], +Cell[CellGroupData[{ +Cell[7814, 162, 158, 3, 45, "Subsubsection",ExpressionUUID->"cbbe5606-a15b-4a24-afbf-e5461eea8a01"], +Cell[CellGroupData[{ +Cell[7997, 169, 337, 6, 52, "Input",ExpressionUUID->"6953996e-b02f-49f7-8486-f1a6fb7c2d0a"], +Cell[8337, 177, 1258, 29, 108, "Output",ExpressionUUID->"71ddfb5c-874d-46ca-949b-4639858585cc"], +Cell[9598, 208, 1326, 31, 108, "Output",ExpressionUUID->"79d3409a-1859-46fb-9776-3b6f3c52b964"] +}, Open ]], +Cell[10939, 242, 941, 22, 58, "Text",ExpressionUUID->"389b4a1c-a1f3-4f51-92d0-9db64ab4d75a"] +}, Open ]] +}, Open ]], +Cell[CellGroupData[{ +Cell[11929, 270, 228, 4, 67, "Section",ExpressionUUID->"92f86efe-9356-4149-9281-e5729c35edef"], +Cell[CellGroupData[{ +Cell[12182, 278, 178, 3, 45, "Subsubsection",ExpressionUUID->"dff2049d-4e29-4d4b-a57b-2a942eadd6aa"], +Cell[CellGroupData[{ +Cell[12385, 285, 1437, 41, 115, "Input",ExpressionUUID->"18deae1a-b236-4a2f-b3e4-6a8472fadab7"], +Cell[13825, 328, 992, 23, 43, "Output",ExpressionUUID->"7e5c3e17-07f2-4f66-a644-c4c591f20867"], +Cell[14820, 353, 186, 4, 24, "Print",ExpressionUUID->"46600b01-5ddf-4b23-bb8a-6039a65daa15"], +Cell[15009, 359, 832, 17, 34, "Output",ExpressionUUID->"5e251b64-49c4-4db6-ba3f-a151a224b77f"] +}, Open ]] +}, Open ]], +Cell[CellGroupData[{ +Cell[15890, 382, 198, 3, 45, "Subsubsection",ExpressionUUID->"fae28003-aeaa-4dd8-9350-ee0f9e116a51"], +Cell[CellGroupData[{ +Cell[16113, 389, 377, 6, 30, "Input",ExpressionUUID->"0d7ec833-c954-454f-a466-61b67a513a76"], +Cell[16493, 397, 871, 15, 98, "Output",ExpressionUUID->"308af8a1-a333-41ee-9031-b8052628d7e5"] +}, Open ]], +Cell[17379, 415, 348, 12, 35, "Text",ExpressionUUID->"a134edcb-7b9a-48f8-8838-8ef8b1338935"], +Cell[CellGroupData[{ +Cell[17752, 431, 575, 11, 73, "Input",ExpressionUUID->"ccbf3043-f01a-4fd7-a32b-125b1290ec6d"], +Cell[18330, 444, 59843, 1000, 796, "Output",ExpressionUUID->"4948ce1f-844b-4ad6-803d-8b5faf1aacba"] +}, Open ]] +}, Open ]], +Cell[CellGroupData[{ +Cell[78222, 1450, 173, 3, 45, "Subsubsection",ExpressionUUID->"713273ec-7563-4431-bfbc-5d2257d4fef2"], +Cell[CellGroupData[{ +Cell[78420, 1457, 595, 13, 73, "Input",ExpressionUUID->"eead4ecf-f446-4ef4-bfca-408513f9bf87"], +Cell[79018, 1472, 25397, 413, 252, "Output",ExpressionUUID->"d7cc4ce5-ec14-429f-a707-32809d9cb037"] +}, Open ]] +}, Open ]] +}, Open ]], +Cell[CellGroupData[{ +Cell[104476, 1892, 377, 6, 67, "Section",ExpressionUUID->"d8f9aeba-6d30-450c-b9f1-dd9786440375"], +Cell[CellGroupData[{ +Cell[104878, 1902, 209, 4, 45, "Subsubsection",ExpressionUUID->"c47897a4-ac1d-468d-afc9-f5076b5f4d08"], +Cell[CellGroupData[{ +Cell[105112, 1910, 3257, 68, 157, "Input",ExpressionUUID->"354b9fba-4ce1-4efa-9501-54b92f7571dc"], +Cell[108372, 1980, 3221, 52, 34, "Output",ExpressionUUID->"feb65b34-9329-45e9-ab0a-7530d5a7ca41"] +}, Open ]] +}, Open ]], +Cell[CellGroupData[{ +Cell[111642, 2038, 198, 3, 45, "Subsubsection",ExpressionUUID->"149b4dc0-581f-4830-a7ad-dfdc1859d6a0"], +Cell[CellGroupData[{ +Cell[111865, 2045, 1410, 21, 30, "Input",ExpressionUUID->"4c746389-708f-48cf-b40c-c9c253506986"], +Cell[113278, 2068, 896, 15, 98, "Output",ExpressionUUID->"e0f3bb30-d70b-440c-bc27-fb7e0b2116af"] +}, Open ]] +}, Open ]], +Cell[CellGroupData[{ +Cell[114223, 2089, 229, 4, 45, "Subsubsection",ExpressionUUID->"bd305829-067c-4561-a070-5de7cb079018"], +Cell[CellGroupData[{ +Cell[114477, 2097, 1444, 25, 94, "Input",ExpressionUUID->"0f069113-a69d-422c-8c4a-9e8c57b510ff"], +Cell[115924, 2124, 2649, 55, 98, "Output",ExpressionUUID->"37283dcd-cd19-462e-835c-8bef76ea6936"], +Cell[118576, 2181, 14476, 242, 136, "Output",ExpressionUUID->"5e4a71ee-7a8f-4e16-b2a4-7ed6c88dd3b3"], +Cell[133055, 2425, 7964, 137, 247, "Output",ExpressionUUID->"b8fdb71c-32cf-4016-bfc9-b6b7b9326d29"] +}, Open ]] +}, Open ]], +Cell[CellGroupData[{ +Cell[141068, 2568, 176, 3, 45, "Subsubsection",ExpressionUUID->"e7d0e412-b490-48b7-bfd5-ef1693503da4"], +Cell[141247, 2573, 706, 12, 58, "Text",ExpressionUUID->"494c34bb-a487-4eb8-96d7-616c885472ca"], +Cell[CellGroupData[{ +Cell[141978, 2589, 6126, 149, 180, "Input",ExpressionUUID->"bf01ba9d-3393-4644-a59b-3834d126a86d"], +Cell[148107, 2740, 2550, 61, 77, "Output",ExpressionUUID->"5fd37005-3134-4b37-9793-337ad04bf0ae"] +}, Open ]] +}, Open ]], +Cell[CellGroupData[{ +Cell[150706, 2807, 269, 6, 45, "Subsubsection",ExpressionUUID->"fb348ea7-fe51-4b89-afea-eaca7a5af0b8"], +Cell[150978, 2815, 578, 10, 58, "Text",ExpressionUUID->"57c7efcb-0550-4472-a607-edbf7e8d05ef"], +Cell[CellGroupData[{ +Cell[151581, 2829, 5683, 141, 291, "Input",ExpressionUUID->"0264072a-b6fb-4731-a506-fd8b46a19597"], +Cell[157267, 2972, 380, 9, 34, "Output",ExpressionUUID->"9117307e-3d6d-4984-875d-4965ea1e000c"] +}, Open ]], +Cell[157662, 2984, 161, 3, 35, "Text",ExpressionUUID->"334c4d57-5af7-43ec-a8fd-9fcf47935908"], +Cell[CellGroupData[{ +Cell[157848, 2991, 409, 12, 30, "Input",ExpressionUUID->"ff9cf756-0c0f-4808-976e-8ca8b7217354"], +Cell[158260, 3005, 192, 3, 34, "Output",ExpressionUUID->"d8b62923-ff68-44a6-b0d9-1c6eb454c88a"] +}, Open ]] +}, Open ]] +}, Closed]], +Cell[CellGroupData[{ +Cell[158513, 3015, 370, 6, 53, "Section",ExpressionUUID->"a77f54f4-1b3b-418d-abcb-8aedbecb0fa6"], +Cell[CellGroupData[{ +Cell[158908, 3025, 259, 5, 45, "Subsubsection",ExpressionUUID->"e95d0bd3-e9d4-4128-91fa-44a44257150a"], +Cell[159170, 3032, 324, 7, 58, "Text",ExpressionUUID->"4b388c0b-5a4b-45d7-896a-7efcba6db386"], +Cell[CellGroupData[{ +Cell[159519, 3043, 3583, 81, 199, "Input",ExpressionUUID->"64292233-842d-4382-9bf4-79cb0eab873c"], +Cell[163105, 3126, 1653, 29, 34, "Output",ExpressionUUID->"b6fcd912-7200-4370-b7a4-238afc7e3ee0"], +Cell[164761, 3157, 1344, 22, 34, "Output",ExpressionUUID->"8b71e6a8-e6f1-41bc-bdd8-933e84636bba"] +}, Open ]] +}, Open ]], +Cell[CellGroupData[{ +Cell[166154, 3185, 229, 4, 45, "Subsubsection",ExpressionUUID->"bd9c65ce-341a-43fd-991f-11251c8a086a"], +Cell[CellGroupData[{ +Cell[166408, 3193, 2605, 62, 157, "Input",ExpressionUUID->"5c46076e-1ab3-4cce-9ee3-85dcbca879df"], +Cell[169016, 3257, 40601, 673, 247, "Output",ExpressionUUID->"411ec05f-5194-4c15-b806-9c898b5ae2e8"], +Cell[209620, 3932, 3253, 66, 116, "Output",ExpressionUUID->"aa25deb7-2900-4764-8ffe-96879a3d4a24"], +Cell[212876, 4000, 60733, 998, 363, "Output",ExpressionUUID->"5079423d-b5f2-43f7-8413-dfd56d578ebe"], +Cell[273612, 5000, 25433, 430, 371, "Output",ExpressionUUID->"42a3aba1-b4a1-4367-8345-9418561858f0"] +}, Open ]] +}, Open ]] +}, Closed]], +Cell[CellGroupData[{ +Cell[299106, 5437, 351, 7, 91, "Section",ExpressionUUID->"86631ecd-34e9-437c-a06d-a8077445326e"], +Cell[CellGroupData[{ +Cell[299482, 5448, 8189, 230, 598, "Input",ExpressionUUID->"b7a5e82e-939f-4dad-9b5f-1f215b13a4f0"], +Cell[307674, 5680, 2643, 49, 246, "Output",ExpressionUUID->"32757591-9422-44b4-a1a1-e44d79de1173"] +}, Open ]], +Cell[310332, 5732, 7720, 216, 577, "Input",ExpressionUUID->"ae2b519e-8abd-43c6-9d4a-605a9175a5ba"], +Cell[CellGroupData[{ +Cell[318077, 5952, 5424, 116, 283, "Input",ExpressionUUID->"1128497d-e9e0-47c7-a853-9d18262a24ff"], +Cell[323504, 6070, 2675, 44, 56, "Output",ExpressionUUID->"89750028-d523-46da-940f-567f4fa191d1"], +Cell[326182, 6116, 26270, 437, 244, "Output",ExpressionUUID->"65c325c6-7655-4484-949d-f228cf3a3882"], +Cell[352455, 6555, 5944, 110, 276, "Output",ExpressionUUID->"1539fdd6-0740-410e-bcb5-12f55c206441"] +}, Open ]] +}, Closed]], +Cell[CellGroupData[{ +Cell[358448, 6671, 284, 4, 53, "Section",ExpressionUUID->"7d5dce2b-21c0-4cf2-8f79-288e76e1d208"], +Cell[CellGroupData[{ +Cell[358757, 6679, 230, 5, 45, "Subsubsection",ExpressionUUID->"66fb9200-4578-4158-853f-df02e01c74f4"], +Cell[CellGroupData[{ +Cell[359012, 6688, 3263, 85, 283, "Input",ExpressionUUID->"863b360c-e0dc-4b44-a24c-9d040891eee2"], +Cell[362278, 6775, 2504, 58, 157, "Output",ExpressionUUID->"7d4fabd8-4741-483f-b08a-fec44c6c7b7a"], +Cell[364785, 6835, 5613, 100, 249, "Output",ExpressionUUID->"d7c800f8-9e3d-44a0-a028-7b25cb8ed602"], +Cell[370401, 6937, 35957, 593, 364, "Output",ExpressionUUID->"ce992d5e-e8ec-4e54-8d5f-b454f4b35c33"], +Cell[406361, 7532, 20986, 369, 357, "Output",ExpressionUUID->"90ed134f-6fa4-48a5-a0ae-1e0aa6a0365b"] +}, Open ]] +}, Open ]] +}, Closed]] +}, Open ]] +} +] +*) + diff --git a/plots/Resolvability_freq.pdf b/plots/Resolvability_freq.pdf new file mode 100644 index 0000000000000000000000000000000000000000..d86e4a7fad8973b67819e05f2ac4ece81033da52 GIT binary patch literal 75967 zcmY!laB<T$)HCH$-THRjZ!QxB1BLvgEG`=x1%02?y!4U`1ycnBg&-~k1qFS#%$$<c zA_aZ7oWzn;m(=9^lvFM|JFeoAqSVA(u8KKpqkY$>Y%jcfKmMY3reXN>`zaGx3K*0d z81-{_C$v6jogBf&)64A1x9N2LdCO4OO}nap*?JnXEjG7VueX0y#PU@ht+!k4<(d9X zj@tG2`0~fUA6uQy{rC6p{(Jj=JudzIxxeY(`NF$(&HL*u_x)t9tG)a0vq!ql_WSpo z&ZO_Tq}y7zEh>M$nb3Ldskh6wukT;~PvS;!&s(4Hf=%2XHyLGlU7zVzzKOf?mHG0L zXMuCyIL-UD_gur(Efv=u*=wwvm-?i2$30)OXH{W3m8boVe6>q;w)EaP+4RZI`x6YW zPMG_~W!`UI#d(_L`q?Ln_y24Xn<Z@8Flo_~wa-qRKNPvqP%!J?GqJpx^$W5zb}cpD zQXzdI<U!cN*y{FKza@)Z>V3b;ZjcS!#^=EOSnQO=`tIWFr#+hT+XH^z+^o3vj??ON z{Y&k2(p8goa$TrmFgRD!>0<pjW4pnpNWCwr9{hqFZ6`Y&?1PWQ#n0IIVrikp7DKN| zcE@HeXpz_;>Un!_E3?C<*f$$C-eU-fmT74GsQe~L#cvI}#`42OAC1{rf6SJ+eADgG zk*Xu>*(P*-O=opGy5q*C><zrEi@7Dfgs!noSZlaZd)vli0*3lC3T2f7&uJ&ctxTx% zY;1CM*C^+inKAWT(yR1|M;SGEKYKlv*?W4ARC~YW38|&A`aasnH=h)j{VjIkoWz-i zSq52c|GIL{TR1;Fvf%ZcZl$eBx;q^UMI<c}?|iwF`-<U5{|t6Nv2?3LosSE;pEh+J zU&x^*;4LtBvFyg*H~J5Crn3IX)w#hRb)(_?MEy;3wHPji>pVRZ=wf8U?LIS%bHQfr z9H;4-3EIJ;3~mb;dIhzgu1byj>LdEPU2(aY$cr2QA~t$#^qR+|GuvT*7ZY>3dDsm1 z>3?6Ow}l>&+E^Oe*tk~tg1)4<THMCBqG1!a*h;yrz4^u}Mto1C$dYFT93oG0j&faX zN#qdqXNgwi*ehSQFG=zyL!NkJ-{W!tujfZMO7%tV)eNW-O=;2dn0C}nCa%=mB`c%p zLqSdZ<l3pmDt&fmc65Y9Sqj)bW_)fC^2YbD;_fy@6FG*p8=fo2yyamI&S6Yja(MgZ z!Y+rb3vU~qKlGBmF3yv=l6z6RkSy<w9I+Lzmn7D|VOu7g+Vq8KFGo<R)kC4F0+PQ1 zIlfc{$k#+&3T0Si-udWhO3CMgf_`sTU7Qd%Sz+7SF9yAAUgxKap1R@BaMebpk@2?b zr6+$_HyqQLQ)0|}NdKV$x51=}g91{rN(y&Hl?sdl8<gIevs9cowD8!RggsA01QzaJ zs(N5y;<W8IGH-8^b;y!wQn5@`Jk*i7+u@a|V4{tJZM3_WgkaytSDP-anBv$X^XYDv zV28-oj~@5W92Clpu@bu9y|1vydC@7QA2!AI1*cZzD-=xqvQe;IjrW{}YU-_$z`f0~ z2NjMsaeh5<-e^yXu1nJyQI5Z2cSHn3Z(cwCKJUK#PT}2o7xH)g{jmJ@{=5Hv@zr`w zDe+$@rfu8jn3s2H)<Q=2BP9u+xAPp*$U9Qidg{WOzJLw>Z#em$^=jI%WEr;{2z+_6 z!sbMT^NOdtUEkPPh8G>FyZE=&^-a5i*KMaam)1SH({sJ@T2<j5z6Je{Dr{p)q$gh~ z{GhkA_HhXV2cOyU(}|*7L4N7homx{b^Sd7Ttg)KgK`L&E-+~;k>1k54FR{M(cw>&= zl4Bb*V;LfM2JT|04cujNd|AodFz(ceyO^XrHI{P+m^FJxOPrR7Y1qaYbGz?=>;j&3 z4pA+&{0-}K<L331#?@}zxaFu`Pj9Je^5%^U(_L(i9pClm>~Ss=_v1`g_PmI=CFG&8 zRW6u&wg&42gHs(rBCGGL^3imV?b8hXe$;rW!%4xV496<HrX)EjTPzb<!g_p4)01~I zie^7b@p5!3@zH#C`a+)ZQirWp%S2pO9-Lux#-a4mqB-4yYQbi+C+ymAvb*Vq$W#_q z!(*aiSD3GxKYzI|+aznr@{Sb$$)8yQ+4JV8pO|WUxR67Rx3%IG>&e4`a}*9r^!4nO zJ@UjR@x#5Yjd6LeIy_d-W@kNl^Wp*p%{(a)g%d01iKx#OusO=9bn@a7i^5E)h9fU6 z*>ivH$nCmammf4oVb}M<>hrT^Ew=bLZ@SBq$&apZs=F7ugsh$Xs3YTyt>(FF2m92H zo;)_~iH2WEyzJr5(o=k*DNMe-T9<2OjyZf0^_cakS6yw2PEPa7gE!)Z?<wCjJa<Z) zIX+Xl>9zNXb0?OHax>^;9<jO-D7jT;K~>J2#nWt79$Ue>dHG(8td&AH-cJ$qYFqqO zGg*iKOVb&j+_NuOFZUU{ro0i}@HDV!@=Rm4H|yDgC&ztKop@SJ;>pLVI<<oya!+5d zdIoptCG(t^ctzc(%F%1d^D94CB_~F0U)pn_Z|A<5#!4p-NcQ%{Pk4}#w>nyO0h4Xk z<bqX|Gf$eIi0zsup)9jROKO7Op_Mi_?h5iv;^RH4o66&1cqmki+3<V2QfakGYKox( z$MmRE5)(98IzQ;9@|@sacSpvZQR3CL-X#-6G{Pm^4Npxx>ettF^W{IEu0?l$_81yu zO+V_}CFJ~i_9BS|+IKUKNhG*BUSd8i!TH4~=9q*;_3@)w8T_^_)ATp3^_=yzyM!fk zM@^v3;SVM!0(MqPwe)7pOunShaLbnakjJ85?XFdKr|q}kcQ}2qIPSjY(jd8pGRaEG z=cTF|$15Flx@WPlC!bWVYI?mZ;^hg6b>Cg*P2v{HD4*iayh&5~F{9=|!+VMW@^+#; z&0nN!IWMhRqpa%4u=w1O{*@0H^K5%<Ohi={d_0wO^x<ZQEzka_EBEb~RN~Fdxw6}6 z5{pyz7ZJ_{A@f-`T{zlw@S%rLz_&_8MqWK}S0>4|m0dE=O8Q(UI;1775aB$qukohZ zxn+9uu3wqh;VUsaUh)Rh#SJ-XlU=5)XWSs+azM>^ruZ{C(@e8xwj7ac8E3c?Cap5m zpAa`&Jx-?U_nk=|SF$c8#mT8IF7Vb{?^&z8eb0-Fi<INmPLz776yILETGsbks(RAV z*(Ez$q-<U~@lKZsOTO#8W^MP?y0<rrHg5VGRqQm6Nq6qLIR=mPi=A91Yis&!P4_Ug zTesHGI_G*uhjD#cki<rTFmo|)|AdR17=$t;^|>d6ohsK5_^g)3YR0?y?ELOlRsnSj z?(HnIR7Apdsw%WDjNGZJptwo3l1alfa^W;9$;654{B$z<(xyf+o$3f%p}OEmPHR-) z8t+>i4X66gu4;<u3rk)fW-@DP1XIzgbk%7MX?07kIx{Q|Tz%wQR^kbrqe3Tkf6{75 zySDj**MgF8*QLsSnZ-(sYgeAv(qi=eyQas>A$V`38|$IplVjaf71Z)lL$+Oh=CaMS zbe3o!L*UF?T8mhoyg1LKVX5+)NrQ21%h@LN?M9Kil3D$8zHd0RK-8vl$`gs6j#R#| zdnymKrnf7ECC{Gftxy^&vy{#AY*g*VtO*WkOF36&xUaMf6I8ex%JsX)EPUyP*E41- z@i`eQ2loja5i(NcbZlBL`|a)9wPhYDoBB7gEzGlx{yJgKebc|29w|<IqT$H!<3jRe zriHI89T`+ZR9PKO%Hvtxlp>3|PjWFy7M_{(m?x?Hq+zsV{dAelQa2uE^;Ir=wED@6 z^hbNW`XYVqOqbd0w!2;5GOD#|lhgdt`A4}*0+a5qesp5DcHps%GZ@!x=vqGWjDl-Y zVc}%SjujLA&!5lQoOAK*hL)a=mY`{UCqv(sy{uCFeQK%wy_C9LwlQU!ZZH3Rp7YJ` zOVvm2PRN_c{^IlY6?-h|EM<aCJzwm%Q+Zdaw0W=Uy&YL?U*CWH@x0ys{=cV>1-E`= zw9h<hsxCKwN`#w)#Z7s8+4$Pu4}Uep-?yu)t`Xe-=g0KN*X6(W87uDI-4fR@dz!$4 z`yYC9R%+Z^^>g?8R*RL_&7Zv2pBO$#H(v6~hpNt>g`InXch8D{>~`mf#|fPo`72v< zR+g-EFPQ#~yD(_|`fvB+RUWZeTs7OVS6@6*UVP>Rk;|;R6~!N^9b;hp*f2Tj#I#c? z%`eUtDEqzoI=kh&_)O*X<z9XHx|{6vjHVafi@d>fXN!m8PrnSs=v4;4Kc0$fm|XeE zSh}*jQMGBdlzwU4di|Jw?wXHfhaa7;UjF%K;>nbWCu<L}yvmTwd!2dbc;bAyhBFP< z_WrLZcaU2ZB=zk@=7CRH2flWt@V$_mxM!2hy~lj_yxlga=yy1DzkmPca`co)t78Aa zd$NWin!Vu{-d+}p@7oc#WzFgZe-}KR%I%<VGkfYU3tpM#`n1mVZZYqZavc8aJlp$m z!!-u`uQoB2mNK7N;yP=R=9NTpEiPB-POfxacXN7Y$nLn?La8_Bbxz5x4rUW{bCcPV z%Clqg#ouA-#`+1{eU?n+RZl)Jm#1v4ss7@I$%(0&-}j`dJxKjwqPSzJ|AEs}RIXmu zO>UT;SZVgVj^~5XM(>1uAOj+wS)^{W)SI09{OPp3Ty@4vJ8sKlTX)V<;fN8sRwk4> zbEVgm+-3a}XL{~9;G=v*-7<S~$CTPLrmSmr*8l%7<veRlX|JjBBGsha>!*3zr=4Kg zc805M*%_ueXZ|KTic7z}x#mXdNuL8>jg_aX8aL{0el$&UGlP2Ze}#*!hShf3XCjP* z3;v!_NIvP4aC(hE@+qAIC-2x-l?Wc6cb<oHTF2H{ePg)@CE*)J#xfCw`?t<La{9^w zD{a-e^?H3AlP**{)z=j7Tx!E@zi(SfP@k3j{m48`|MGr)ow-vMuV_C$HTuNGQ?srv zYHFH$iR<vQCRNju37olR5k{%+n>eSQe{)EwMfIsfqPMTtjiA}W)2=ABsy>ZK^!AOq z5j0!;TAyChjG%dv)2=LPQ+>K4(Nni5BB)Px+LcA^s!x9;dg?Ys1obIyyRxla^J@-& zx5~5&X`PyzGm=hO%$s4<t+A{pxl1#6+uM~smD_B~`9hCvKH6O(R1)Bnd*frsZ%OA} z^OCQ>m;AQk5Btw)`EkY1r9<uVc?(r~*2TB-JMRB={PnIw_OII;FH7#pFZ%!Ffq~;& zwGC!g5h|DS9!dTAUjOUk*AIKPYK1RN`m%e=zTe;W*F7jd@af3DpN~%SZ|v9K_xBUO zeEsLi&yGGnXXz5QMeh06$Myez_ptr--Z))<&BNzU)^V;{)HW-Q<I3kqTg983|CX%& z`6Tv;rSObTTXuhVQ@9~UbN(8!!wpwf$(;LI8atW2v+z^il5;A{yn0LcuU}*TpHO}C z{kKhD_5Z0=|4b6o`S@-1r$c`>U#^(LvYy>IXXTRLuKqvkH$`r-?G7lB+ds8(h1tCd z*X>-Hdko5dJ<z@8AILF(?ti1+BLeqAJbNA{noIor^SAWS@<;aW>NVp3ic5=ZUp`s8 zUG3c>oljb|*{!D6=P#N%<+1)1uO{i*VC{#6_Cg%5-mjl}<i(ft4AqG~|L?0mUAy{d zX^_#B2PKoD|9M)StU2|eyJXVuiePn1`*&_TPw8Jix&GcI&(1yDRvO-UnUa%MHHY<o zc>fXWW9L^rsh=O(6#QYq<omM!*>64EVaAo3mjWFTNX<(DjU|8v5J0qof`W;mfiXw{ zh-(ZVY5)%|xK@<72bUz4q$=3hfCNAT4v7W|pn(WyM+E~t69xU`L@;e<2bVV_Aa4Yd zHw5c8RDkG(kos=<c_m1;rRf^z8Yq~-hC4tGNYgdcHB>N16*AH_P_RH1GS)RvutXIy z(KS#oG(Z(I)iqQwG(;6M1F17Y6*C8kfx-to?gDX$1xU;URh=nF3>3Ub>MTKGa8KCT zfktSc5dpFV6!M@j4XG?hRnQMeOiu*`rhY(TQEFa^0^Du-zNsmhiB9<y3egH6PnepU zDHxj@E5w3TJLl(>q~?_rE5O~O?_QK&T7VRo5c9#JAT1z21S{x=6eZ>r7l7<au7nAD zDwGtJf?WYp<Q%M^?~+=UnVcHr?gUZ-jjN#4;{4L0<kVsXNVwS9!P1c-D0*Ptf{s}k z!s7?)pcTj>h)Pg=7@M1c0tuREE9P9S;;aY>-S+O*?>SN{z2<s31<kZj*PP_gH9??F zpyNr4ipDZUN2RdFiCoQ1$r(ZcAqN`Snt2N|+RGFcv9V5_%$3x-u=m!jZQFchtZxO! znQzP8e&<=);|m<2-|sJHdQ^Mw-@V%RweNr5vy4oCoA|eS{oZT0f*B2!iY~cL@`$eT z^?vRCzv79Th=fbc!%L>Qx2_w@{qH#OR%w&&o;_c?vVY}h$EkV6I;QM=)wMc*$Dg&{ zMf?j|(;Fs+>*Pn8&G>VkZBftn0JBt9u1VK#-&Z`vGS6-Oj%9CuDeb<}T(j~-eC^#! zVv9IE(#;g@pUs-~Iy$#)58Kb#6Rt<?-@oVUef>Wcyg%DJ_q-PnKNa=CDO&pMo#T;b zvbsNM*|zEw`6w;-?K3>JAzIf^Pd175NdnvFiTVp_0xNeFtt(nobnd0sDyJyR*7Gfw zV)ECS%gehN&AqhbU+}KheQLh%)RRmmdXz=}(rgcX***XJ+w*TuS2_QinSa21g5iYB z^(R-ITz4{Z!p8}Jl<(*5w7#8p_DV+2R-4aEJCB7=4xF4R|5kdgp;fS#_5|@0(KY<( zwsZa#oO}1?uI0CsQ-MWW=5ShO7v-IQdFH3W@p;0%-(P30R91glaP;ZPKo8}0ftoKR zG*(qjzN{8F#s1pqnWu$Qxl8uH(kd*R-d7Y}-gVS)#<XKn3yPM#k_@@_sVDILzBk+n zdy4&JX0NW<xN1{TUs2C0KlU)$qYs$RuGZRnQuK_q;f0vu%nkiTkNyhgw_Z?uWH@u) zl8_T+OAjS|Z>rX2dM5m8<EL567T6t{ICbLD%|SEfFs)Y!f3V)tWZ@Lk>*u-UmaX|A zklI}I$T@hqAMeJ{vuDqqnQg7Qv&QS^l#`RW{#1rV|C@4A`1B>WWl_0dH?t<kF6WxM z?tGoljBPd|F^T<uEt_w~|NgN0^K+k`+QK@i%}4g_n{HWmH@NiV(doMTKOK8xzyIU( z=hMFFt+cxs(U76wmr$hp=ZT8>-?;S!neVvTwGWFHoGp)i`m6bL)tR$vie}Bx?=Osh z5clNX)4GFyXWc%yV{S~?_Op*<9&Vd>`e~W_&El$MD$Bhl=@d?XGwn`H*(Bfc@4MM2 zSe`gGK~`}`zWqrf29eZ*wbS1EJ?k-Ar>?zCcAI$aB;CuwN6ib)8BgNd@O~q=$B&0E zw4Qc9vs9m@?fNBDk;mUW+-QdG&P7c=+in`!DcoQ4=gQ-ca}0|%zP7n8b3J<9{ard! z4DyXl*#%ZlzUlJ*$izDR&qn+HeF^@v?EJU){j&XUQ(NOb`seR@bNWVmjmU2svqM|X zs($o;qI5%T?w^u~`E^e_%6_N){wuj#XZIU_^|yX6y>Gp@opb5E?W9L?nKK`)4ZXJ1 z_Wb=owxC@0mmCj_HvgP7RfqSTSfU}<$7xsJ7Ovi@y3;1yB|fiwYV*rJM)y04mW$Rb zEZ0xgIaT!4CRA_YPMwq|?<R_wd1Slun(dgOZG7K+#vH?6J`J-zT0Xzg=~6K-<KLpn zs~Zoj(wbl}VT0dh32Reh??y@MV6|zg{XVMoa+RV^A{(!4=}bM`s9K$Le6FwQLg}ef z`K9BJ@3Z=}`-XhP#r<!8eSLZS+WFbL7j4aqTWwPx5}bVf<?JN&d%xv3KGr$%F5&xz zRCfQ`s^k6Fa_{cTWLCTL=g0gfB{$BvFJ3ui=Y0LG&sR+5TJ&-Km(>%0%>16Nxqs82 zQ)=6_vxD-(moRA+`7V69F7k`*^{t<Rev94{RlY8kr?=<+--h>`-!Jc5ZoJ$5t=1d4 z?<JY>&$t&~y1wj>!c+E@v$>!CPVD||n7aA6eM86r#Y;agRU~d$^^y1S&mYV+(rQ8b z*Dd*}wlyvP%(K{=I@Y&m*|=34V%&Ji@Rx+0+Ntd?-=&m?#yQKK7k*(AI4N`Misrtp zjR)EIKc`Gf<?+h?%zoKOZI0>h&SIW=oeMFgyDS$}XnV~HXYDg(Z+SVJb>=s7+YPH` zhMBT6tyz%pX^H0H$>zNAH|K|IbOoI&Y%cMe6<cujQvdzh-;=cuzcxGK_y5&b-~Kf( zqwidhh_fk=vnbAeG3ovG)^!njOZ)3}{v2VKw<-MDw}`Vnuf}-Wr)3AX+9!XWr5AnY z$_9&?UwgJi=f@QvJ$w5|P5Kt$)Afvh9xq_s^;oM;`Ti+YJ@=b8?j03N>-=;&ZiBT> zPYj>ci6)MuW3x-Qx2A+%OL3m|l;=6)w(ioI#=^x#=ft0FS+i!9&BdBEOuGY%^VVI@ znr)L>^3!Fd!nc$C_xDZvcxmyb{hRgdem%GMSYyd;uzu14XQ8lH)n9(So*O-9_l>;U zdB@i+5tmtS{f2wb!Yu*Mm_#p5*rxQE>uTIV?KQzN!FM+Q%*mdcJgs{AW8Z(pul;51 zOY2Y6=hmM8IPdoAA13nOIp04!+`BJtcl6gO6+7H5u3q+?Hs>JQ%#$-KS2imf75%^b zN6^nC-8X5I$>vR8Ox7oDo^^RijhB^L-__MiIQLKS|ER^vy64T`*W1h2)&6h3;aQ_@ zw(O}-){Gem)Bdr4J1Tbk(C_!jn<LGuOa9l+4>OMyKKyx7+}#q>$36Q)c<ptXc-5kJ zZM4_=6;VCunU?=L?|E}SF8F<M$?wVbUPUU^!IO&j{(Itk(!j3RdgC#*>b-&YmM&M_ z89aH?os;K6dZ!xA_3T|Ed^Rb)I<9f@gEJNXxu2by__WORr_<fFR^D^&XzDzC<0q;n zHF1`ir?;-})!?O9G;S|mUbS~s(4r4QOT97!R9ri>7OfZQSNHs;;k@l&W684Ro4@#& zdg=t6e7E(@1qQ>pWf$VkRK1y5`{vKX1p>m4HFUDoTnaRvt?O)R*xA|T|5+<P>7n1D zLudDh9*$mU86NcM@;N`o=tQot+>Ln`PlP<2c(HrN`K@Vw1$TLM&0G4*KKc9ozrEx1 zG?|o7r`~Qfe|#kGL}bm~Z|Ba=UVrLo{PBN3&riDXk$?XEZ=c-L?&x;K>grESpD?}X zh2UPBos;~F{Jqwm**D?(uIym_GuyVW(m8HtR2y_cs3`7H+yo&ncZp{u*1I?FFRFR? z&*<vYrAyXm<aeJ?c58a6shlHs^wsID={;U@rzJ!y_F5$NT$Q~ox-4bYL9avs!9)Yc zrA1eGEDa<39<CKRC>GJWb*I{j-QiJTR{H*tGxr%i{v?xK+)=qUY@?Y<*vl^`cgCgZ zaVVcX>NqR*-;qbpZ(Gl}QvcL>s!x~f{Vi`kS?A?v?zAp5^|!A7H%-<j@yM0dZaGU! z?_1x0^vykXuYI1f*BS<)&gKQ(DR$yDBAObWi+DxSKSy%!p0_r={PXo6`CFLQhRj}O zJ9)NvfA?pV(v95_5?{^vuP<M)?@`X*`o9KWK1zQ}{$@}ul7IcfZ>f9NZ@&I7G_zuj z#U`W6^=27ek5Bz)diMWa^8fmKkN>y#KV?Xry`_88Q>IgDUGlch8>fC;yvVQMpLmOl zUsKzBjy#9`Ny#(Z_P$Z^i;myOW7e2<_;UQA$JH-Q{&obd?0lDe(js)p#iJ&(Pfp;x zF!#;EAG3ZeFOj?JYyDV%L-ga_f&1siEndIi;QJJ}rzYZ`#4i{93i&m|>7)GN*|RfQ ze3y4eNNv5qUSZ$P_x-}&FT!QPf3&~M^4h*=uh*(&uYP!c3=VNAKQ(un<MGcW;$^Pc zHJLT4Nml(<6$<|x|9rP_Zhui&#b(7CvA>4#>7~#uopK41m$E(ncFbEKQT#D&<*`pn zRkM7#UqnTD%Wj!{FX7~xi$)oia{CScaVpui9&=be^^4~0GtWM#r-s+K{ZWo`sr_Pg zO#5D4<-|RwH)({4)~oz8>Rlo}W3p_Le&i{g+kW?j>UI9fq?IxHHn=`pG+(tudasN9 z^7`fbKl6U%Enz(Cet!KXnPnT9BK|PXJ9z!`*Gs!i<QC_)ZF?JWk+<RrgY1&S8_urJ z?66B)snZ>MV%mn?H}3E3)_?52q<u;4rRp1j^V|0Rox(4@_2T3$^XnY*FAAn5Cgo?P zgl~F%<L?_mvm?C!B>x9(JH7p6{ORSotQ!~Jxc+hH$Mc1LXO_IbXtl<^{9xPOE&X+# z?=RnfDgT94Y~#ut)@q*X7ZkrqmVdChcOd#_?H|v7YfQp-c~^PP(>Xt7{iOSo>^J>6 zu<7cxr0%(|`tAx>n|&+$)B5A~vt7@cP16o8+OD8AZ;ANJ*e(AQ|4#d-@QD4be>(Tg z)EB9yw-3EbJ-;dZ=IuB75~?%v<>sHuzWBQI&+iSF*Zz^K)335`DsQMiQh)mYDf{U< zLGw&pqf~9xB!fbvCj3*;E^4%io2OuYg8Qk3O>mm!eWUxIrlj^iO+8(hy|i@Z)~mnL zZ?D~U`|W;<*pgr6hFxnrBsaz#StmPj3*WQ~k>^|XZaC^##Vqz$)kJQQ@CPTg)2Xc& zb~l|(`kKSHyCwG2w9U~s)5^@N8*Go1ZF+9N)YEu-L3Km;=bw98^`CG5eD+U!jr=|4 zKhOU#+nwll{9JNUpLGf6rJT%#TRe7&C1*^&=Dq#!rgG2SOO-F}zNCI>{?g<RQM+us z@}^%u$$x71liE+Wr@fC{cX0RRPm7k`|FrGtl&4dsMjNlac}?i`)N9Mv)NgpWEHQh_ z-Nfqi-}tMwPp7$Fh_No;`ap6<^Wq<Q^R)64jt5LQoboB*3FD7MyR@VBE4;c6>U%Dd z+tvF-^3k!Lw+_>fzSquuqu`si{t}z^^bOW0oJA7%KXm@2{l}(C{&z^*9`9Y(KCzu& zY8%mO^;5BK!r3LYdnV~W;7{iMGsD(ZUiseo<<&Psb4=eR9=~DoCiiI$^WNi^m;8KF zwyNj-6Qkk>3gvSaFy2+tUwr!CSFICTFU-GWz6rdkd%xwYrq}m_i_c$pfAez5q{v6} z6H6y=klLCsb*J#heVs>EUGJ&f#`xKgS^LD*Ysy>tBRg}RUX%P}W##vOiN7wpK%nu) zNp(Wen)X`%4ddkWkMSJVS-jlfeb|McGYsXGz4(;%i>4<nv)(vuN@AG#C8sDi^W>|$ zweyb1_uUuUuUIF$m-CIMS>N0vk^gF6RBB$^ef?wJa{ilPXAXb<|Glj7hS96#`wiqz zr>D-~KdzIlGk4nEX|>blN8H=w*RVBzdAq>HdIuA0!=|NQ%>K6SODX%I)_m-u$_s1J zUF<Kj<R<Y2^PXN3cIKvG#PM{#{uI-woub#OB|iT&cy_FCjqvnK{uu)84@!D6G=FVh zJh$pbrQwp@4-ejs(D#~_cvWxF{-iseIa>M7^;S{4_*aM7m;B=W%XzJDc2)1;T>+=X z7Od5ODHPQvw=6*UbtC(?VAil}Q7^?ee9u^R!Drg>c?^0zlCxThQ(K?*_gvm_<Iaze zeL+?|wrYK!^xnipmdHi3>e@&g&y+eTl~MFY>BR@V$tlfyle0c5#LL~+S=$@yn}6x@ zhfclq8?OpIe6}F`ti}4GUt79XKAo)Yt1~+w%4lCj%z}(JGY&QVx%h8SjIZp}$#bX9 zeCU0AtC8x>)fJQOtP}KWznix8giyN4x^wp0Yb03{o%KG%7dUP_@jE);LXn^2jSB%L zuWuW*iJ2YUlJEU$!k$0&p07AP|E^I9-r}`NM{fDmpQex3M(r0%<$lgO@n7Ov`z4ac z&wP<FzMHx1uE+CdObf3547-xW#+_YyY>lb5)vH5WGuEZIY(5sh`A(!wU)3Dt2{MgS zCcevmoA}ar#>@vVOD|Vh+`Job>cp4p*CZwXMJ;Spe0qJWj<M8p*4J5^i;A6(KIRGA zd}aR;h5tT>g$-O+9D8$Y!!-%B&C<C`C3thMRvr6Ven&Di!_(qH)U)_&MVS{SL^&<u z&u931P3q<AzF+%JF8cUn)`Mro*_)U2S>5;YO|iBz%Xa&}=fTdcJ0D4NE#yt8{I{my zxK2r}dQXIXymNj{utvrP-xoo`%7Tl%dh&Pf_nXqP{t8cf{jz%3<5LrNsBJ#HpgZqG zZ%W#$+K-B-)?Bul)$}iBvDRt%td(cqc`ohi&U<n8!q%Sr>mvQH1NU$q{-#pdCam{; zXXn%O*Jq|^>IHojpSx8@Sn6lGvI0-;N;co7x}MBcKXm4M$$Bq$;_>fbOx0<250mPf zRnTtaJB52s;>qwoQOBRRaD0&e{pPl+?qStyHBXC$JO$O$oq4~eUvg7O5E1PZ*m(88 z@(YD+Gv~+H<oQnV|F~UCO5%)r?}l9Oj3~}C^Ji<z>@i(+StzBa_j6O{9yjkzN=v4* zII;0}&-!O<s;n<&Dt-RSoYwZg9ZzbXJxyJbsBiK6dElj>S7AQJ5x4fQh?}=!{rvaq z=WjPyakaFiJvaLPm$fmA>R#R4^>E6>AmJ&SeiU@2d#33&eY&*ykdknTWRcy!HE99* z#wsjJBM)qeY!lk2@R8TDxcI-f&y_TLc9C9ragE8f%+l8`%@F%hR`+ZBr~8-AT~&09 z-`Q~8T=&h3g1XgtVqy#W`XcLc!`yc)R+YNH<H&l=e|>iQy5GObSj#=XFvFxSA$ywP z>vIBZ8=HKcHx$jf`8YlL+1D32r~kAbv|}~Dt?PS`BYlsWjj@Q9+GTmMeSbsmZ_e$u zojU)vvC#GXbL-cb<m;?Iv9^4^P35aCPTwX@C~b&HdVPGJt+LtlED@{9Pfx5`+fMJV zlnE0#xjIv61w#pEhFykw24lv=KkjqB3ZK7f@py@l=TeK?I)_)XZ;yK|_N735mg2|v zu4%9N-u#|=WAj>zHCiD}vi)n+f1ci9_<7#4-m7^pC2w&%sqT|n!L2e;&-QY5@${F0 zAD)CvcE7}wTKln1Wtp$Z>F)Qsw<|nuHS3lrb$xfy6FXX6_4Ss~WdAwy9;gcY$Zb?# zmAf)Et5hvPRl#rG!w}{S>kRf6t`kJL-Y&e~{7AvG%IlWo%%zK3)h|w1ZWUT3bolZ| zTc)mNm5l!?$3Ch2&E4VB7S{jWDrV8|<Gvx&zE}jv)rekjyAXFla6;?4!{zK6e3K>| z`Y3f|>D)`ng07*f=3ZL7h4IKz`N{2uK^K29@9oN*&0cM*nOe0~>2HUW;~bt$zOT&| zv-Wat*xlj0$1cd`ph;rwdgGNojeo*4_KJ4pxK5A#VPw3%x#iEbds9p<{>c^WzkcMd zgy!5S9$&QfZE}lvSe10C=w(#Qh7g%E>yLhPojR@Qd4vAMX%lZ>34Z@oBUSohyy%hD z1%9&Kud+0Gm)nP~nrc+|Ng(O%#3e5FZzmeMrb-m{J~4K+nIz4wAG*nVo5##mvQtVf z|A?-VRc@(^RyuWJ)8R{MC)>I=YUQ?s?0RLXWBD+0x#gr~aqYX;Y`&#xnmEJPpqoop za!t+Jn-{hUnuNTa`f5o|j9BPPElqau@X%SRy+%LvUK+++40$>6UQ^E2{|id`J9kB! zbiGSgamsdEZ@qHO{#%M?9o8!5HZyOVIk)_qn9ote?G94TOBMK}^BuC9CBMjelpe^I z{Sd-#bCq$al|Ze^-Nsqg3c*Ti7l&o)mNu0s=pM>SVPSh~EWG&ml&_wWlla>L`3_Ct zSvqrXpUT3S`jh4)b^WZ0^-K+IUwXCU^VN*t>9?vb*QQ>Vozit?VbANYshkekEDx(B zuIpVkWmv{JU1r**M2^H6GMOPMOR_>%pXhc7>-=c`qrpI^e)@j>JGy!E)ar|8>^D7A zKl8!II=cxoME=MgY+tqc=kbgj!~eQ(9lAa@{}I(<eV{BS8ufv{Qa-eiUui$j9{w7o zAB`UGUS~~luRgfox3ggRED4=@RUr*YzZE|ZcYay((4{CUved4A=6;u(8IQsrEIt_j z=<gKve@f#2^_G09o3l5by?&nmvX>8jxBc}0sVMm959>bp?F>`DyG?50ayz1S<6cMT zhUZFCPMA(x(f*^jhCkKm%S{hQHLv-vbS2hS@h!4#tFDSxara$U_UU-Ugt-j?;_o;f zOgU5TcFI+G?nLKVw~kv^E`O(e{qxtPz0q1{^>y{$PTNwmHbVRQuB}<E`G=V{H7Ec3 zwD!le$;Sk36=biReBW{6soU4g9?zcc%WgHh&xA<a4>NB4t)-cs-9LM!*1k?D2btV8 z?70lNEO(oBC#uJ@?-DE#ev!6$3GWrYsP3yvL_5M1q8c+y1=l)kVY<lWvbr<Fv^t-i z(?z1gKp;`!keU(?gek1}g_l{-Ot9C%gy|xO%i_)qmPLXcZVFPqF3JME4koiWWWn&R z%L@lERC8i?Vs|nZT<S1|DUi!$Wv2$~B9V?D1utJ0O@XBjQ)Y4Sg5g=03<oe&b7FR4 zb}|;^5&*%j&VU9m^l3@@wOm$3z}bO^(U9fHgiZ;jB#sV6g*Klf0wBSUTWv2nd|lnZ z!(ha4qJdMAA%$TAqXV1I2?hn`1|A;%y=P6>+;2d_fHTK_!`}nnm~ZDN{XY94i=A@~ zV+#l-D)A_Qp>QHYB17Vg4n2ik4KJ7$opvc<yvXVzE)c7>=rqrrvI!1<zBhl`|5mDw zoBP(r>z{ga)|@oIkggW*->kNOW|dE!aOvznZo95NdA;J!lkAlTo@AVVlDp(qq>JwN zkmZS-84S8?vFx`PZ*f-%rWgmiJM3pa`ZLAW|Jx0z9P6CwT>V=*)w#}Q?>3r6lt+Az zir*6TEvkJ@%<6NG@``1TUUIs9_B~t8f3`zvP5D!2u6i{2!h4l9n<sztdo;P^z2Vz@ z*Eb%5)f+qB>L%Upj@a5f|9ndE(#tDk%8RG6mWChXDHRBb3$S3;zP#=4{H3cWHfd%} zk@ecJv5Mi3aRC1c=@RV~G9heQY)_j*Hm~9M<Y=3}<D~NfrvN<<;n;vEsdIfN<96RW zes|68@1f?FF7~a-4b~ExI;`DpT+#>PIz;pWSIg$ui*^MIR?E%1&AiWik(}$-&79wS zTx>bMg}BURxhA72!@o@<=*P6Ew`t;&wYW1b8_e%7<gN>JiDlSWDOjo#p%4_Iu%!D! zpk3DSO$xHC=jGjc{k}ZuUvc^1C#9^`3EP4f7T9bK+PHEatICcm+^zqv9d9za?7rgo zmFg?!8UAbYbbt5}(0wYw{nOEUwxU(-UGl93TcuW(aaF$Iw>^AE;7{dN>;HUT6}KGy z^nEq|s>fGzj|N(I)pP89Z?L;##r8*XJKg;Q%~vhWivAc_y0vQItwnK5%$_f{SroTQ zPADs=gZ1aUzgfysb9w`xxL^7FdGWHY%~zyDVs%5bw>Tf#XJUFWukxc}BBPe~7dyUh zx~KZPB=+yHIkl&1;@cf-FK;_xcG>Liv+YlBy4@_wS@|txcas06-EaJM-_6^4x-3t< zI?Kdv3Hy<`Dp#}Oe2?@pZ5K3NTk!E|r#DY}nV<NiiAq;L|N3bhx%cA!DX*qy925Wi zH}KgJ)3cA}pX_;3wJLvBrVsBG_uP-&J)a!*CT7Qoyh+T7=2*&hUnup8NYADn8n>pX z*73hg-14$Lvi3;Cv1RgYPEWj}gP*SUn)h(+jL_e*^FMqr|8VxPwfW5CJK^^B8E?*U zN~S6ap69$Oy}cve``3>4-LJELS4>J+m@xm&Dce%<&Z3=L%~&=rUM8`~k~1kpL*mFA zV^86v2>&!L!yg)o;S3f}iddWHT=r#M7Snh+_tZ(B6JL3<O1Ik1N;~yLn0J;@^Usn# z9woLLx8^l51)o~KalwQn$NgzqX4i5&LKTD7%u?ccZnar)>dd*4s`opd@OS&zX&c>q z<DGQ>#0t)tR}9lrf{r_=eW?GTGhZ@cukfww`<3b%xPHH$)_myLHB;@HW5-lyUE92` z_Q&*<O&=yL)n>_$%-iyN`gN(-f44@RZwcSG_?Kv)?ZNol&g-w3vR21koPOO+?S=5G zKe}5N-dlAl;p_HayB_DnA3XIwV@;5Wm`H7CXuW&s))ni7YD2sCt#XYIt(tl>{H~Ya z_uhkY)@OOH#>{%Kx28qdQ0Ckz-m^ZzQRy8G?`F??9X-F4Vfx4A87>MbJN_8+ntOzZ zhKq-HYn?F;oT^fnDzom>+WGTlmp0g%#w=ZM<Mn*cbRTc0758S?tiN|+?tTLer=u65 z_uWokeKa}j_lmq!-G3AEjXB@%oV4Ya_55w`t8U%C9p3F<onRWcH_&ANy%|RQvu@<P z(29|Ey7|L6byCW-uNE?;7c1<wm;;)&cD{4bI>5AH!Mh`CPaoU8Ce}=E9arw&nU<;7 zWsmXgV{ECGiI>(iTz|eMH$QIQj{RG{PV@0AhzV!yPkA=2^Z)rsz7-FCa;~fHp7`R- zd!2VW?@ztgdZ)F0QAxcy*VVj@Q{B9Fsb+Dnu}kJqx$R`I?Z^AsFWztTDC@gfINgJV zY2ksav|F$1&CINmzie)cwY~EyYxB=-#(bVr*30Fw%=7qiua51S9gmUrZQp=J6J6fD zc|M!na?yW=!VI=!pb25<BrbHq8$1o1pOgifM>aPzGytgpaScIp^&kdlCLA&mtYBmS zn_I^^WsJPfA$G#fydw$%ZPoLVPWf(Rs_x&hLC1CWv7>5%b8Hye4t9$$AKLNZc6;*H zi9rWy4xc$M^X1b1Z*J@h<nMJcGHc{6Iev6qoI;O9rt>PPC1MZXJ&itdM^NhM;cYB) zsu$~IMlYCexPxW?!FR5=1m|-wTqxJSm~DLU-EX5Q%M(lAv8S6bO1!k1u;Nj9_`7>Q zdK@-a+&?XGJ@K~t&G=*2p9#Er6TVb6QB|*x`^z04kEml-8B<?zNd45mCUSJek>2V{ za<68bj4+wl-`d}KzV&?P>_fhfRuxR0A)40d-|9bczPF#r%71%<Ua72oW4I_{Z~x_| zd!KE*<Z$aj^4D{_mYjMn{ywqpCny+E0~#E7pa4}+P%tvJ04V_Rj6mxNKnzegLskTU z)?B!x7AF^F7L?={fg%RH48t!mH&sF3C&=G1%30g7C^Iof*C{_I#Ww`5!Ywg3GpABP z11zZt5za|WFIF%%f^hQlN}M1I7Ie*w%oTKv&CL{y3=BZ4FboZ#3l}^~5_2+>9rMz2 zQWXrq+8m3MK?@%&4NSpYkkdeXT_Zz7uz+)7fk$d)dPa$Yp@AVpOK?eQZkU1vg5v?> zfIR1xnUiXy0A7?31X@-AO^Tou8JHmfwj#JRsRX<lBc!M_6%<NfQK!V>RFHXiLM5}P zxWqXlu?Q9fK8aAip`kI@43K`1k061q0FDmuQW1UEyyX0p%)E33{qW2@$GqZ9m;hK` zcxFmTMlp2h2Pj|Q!ltHX3NUN{XMsc@JY4!{C2j_bX$Ad|{Ls8i&=w^HaBfGA3nS!( zFtF?oSylpC8G>z_6G$AQ(on&~z!G)A$lCDO9GP&@edTFod&~aZ-g>=EZN_fN^|E_5 zORJyjf1GpY?YVVxk1UL}<~*a4Yx6qRdf|~Hyo#mVOP?)QiPd<tmgy^_oKg$RCE3|t zihI5=s>q!Z=J&AK&Lt}3#45*i=%Kao?r8PGCWnYm^WNY2eYg7GJ6q$!7RhU7t~H!m zI&FQt@Xeq0f4dC-+4iJO3)9n!U%#hF_Sf#7tw;6Z>M~zmw~zg!{_NhN|M&HDr)ll| z7H^lZ=CAFGcD=*}|M!05JZ4qqD8FY*P43pnMEkaRt#UhSmc}IMZ?=1Jd|~@^@73CS z*57T4Ytai^r?>8l_*B0a+86F8aQ#Vo6;;7`&vfI7+ljr#sV0`!MBjTI+5IS6>-Y6p zhs+`?UM`kj(>m>d{Jj`H-i+fBJxg!8eA{qp<}v@aovXAy`vm?<pRsJ?Pl2R&a}(#d z|6I8*?i^eB_hr8?t<_cRJzBA5<w|SGTec=^jxC=2>c&6DrOS86cE8KJUbTyT%ErHw zZyjXLblquM`}oGAXYKdaap(Vg_?vrs*xD~Iv+w^5e0bu|%Fcx=?97a<>K<O1_%P%C zzL_`neR;MZ>+X-u<%N$<@lQW@ud4X%A;+&rZCgKgpMQV*_m_u_5BCJ`GqH-Y(Yo=i zzGeddrtdd@FSPDyeV28(Cs)rszpg^<%kJv(h4Q=0%Rk$^oHWyE)8?{+f=SQJvggm8 z`0(=coJxo3)iULtA?I%ec}}SlOcV^$ljg3n(VM9}Gxf=J$@FQny*=~19_lS!lGN2T z;l0RGvy!}8{``$xPn&qe-|PqxK6j_mI`7EWRk|q~I~J~4%x&qHai_3Fe1o^>PIhNg z-xGne<W-+pyG9?Fo#lCA+M>5fE*E0B7dp4_?cDX+qED~#QX$XDu5XJTFIkes^=7fE z*9V;x(OgNRBBPuq0`1B>XHS}yc|bq#qZ7BKqw$lCaup8y6+}-3$#y1R5(*7$Wz093 z;xJ+Jw&*L~#eKOJh3+TbWJ(uXwT5k;KS?pzEb?UO93%VS#1(Gm9FFzIcxrKbPnw?S z(B>Aj>7>Y$SA45$qLaCs$|gi!SL~YoJ+^noYhUXbp(lEeNbk%yd%xb*djq%sAy)3f z-HQTDy+Xw8<9(LT@mhHJ<gV!}`T|d}tCiU#?UXs9wX9y|)-~6)%j7To>Jt+^daZYd zv5@~sv&+F#n$}GDq<J&1NuwoatKX#}2Ic1`%q~4!u+`D~Bwx<um&;ugm{V^|eLGEi z)w&69J)*qIW*MjF_^*C4*YW1Ij5W(rrdt|kpP$3W_SNFp;(tGcmmRlSvw7R~i;Yav ziZ&^Gri-atKHqxDU%F1Ef1yy;qKxV(HZHSQFWQ$<rjnNsDf{}MjqbtF1%m7oeGdQ6 z?70`e%3b6_vQCyl^t6=8ujdr+4-1@J>7zMkV`}?EVb-0@?dw_F?#?Ml{P%X9-nm<m zdf}ye)em|8tO~l{Yf`GbEyGB)+NXbVkK%ciYF~fVo9R_jC+jYAPrQ>^l{jhFOVf#W zQmX_f%{SPaHfg?5Z`Hlj8?J4<6Q}*L+@+vtxhd7?+Kd{-89sS4WwLzYc-7c_)NW7u z?_4wArH1)~w}RcI!XxfQ=8u#!73?N8cl4()eVi!cRHM=^D1Xwnqkl<eS5Li9u-cij zorjdfb@or$QKdHb>K4sl&zXmG?{sq;=*k7UE;h*vaIevEUjD*edg)Wco#jWkKhA6F zb#r5UcYD^%_T}GaKU(nqy+p;H4;uvUoXhRKY|;JqPX7O&p2>G^pRd-~!R*0cbMIc_ zovuq2UUDXv_s*PR^JV@Di-V~b_!q0`OcTg7^fi~?X%o2CPx^9(sF|GLi!~YS?H2D} zx_KSHxF~6punBLh@x#k0o2SOCS;nhq6#Az8NnMu*d$lL8ast=Opvx!D-IDGKXx+Dv zXQlOA8PiJ~Rhu4e?$wM*e0}iuiy&j}dD2}^!+2IkE#+D!x_Sxo?kgwcVuG8ZGu|H) z>B>BCNaRuThqVd&b9*ElPhYv98qgx(7xrRd>_%nRDIew@$T!TGDu3JQt@^7<0SR8- ztDh25CM;Uqt10>M`SPAjBd@EcO)j|~ykd0b+>OkM2bHJqS<lP$X?0vv0n@F{wf^51 zRNR(*9krCl>h|$%6-igUpI*{F(5!g<v~{Q3#AP~uC;d+Ay{bs*>Y4oQ(jIB?FDHMe zJ^%8kcJs~L>vnlZgO|zp+nq}|H^qHY=nuE&+>W-Bx|)`yN@?rZr&!JYI_ttllY+=g zJJJuXtNbEs<Mist|3?D;|M#EMb#>I$N?yR7YpGbc{8=*N-cp;$^M^&YD4*OBc-lpG zlG}yL9J|zaJgC@vAhvJWQ^q^bANNbxH@>YX50PWB%RF^hz<A1bCLx_=A9U8HznbFd z9&wJL?pBQZW~K_M2H}chG0*>b2p*81sp`j=&}YHoC)|EO@{xc=cHV;5wya+y72YjA zKTFz1Vsm4YVSB}#3zm<5zOeaN^F`-l%@>)QTNv~v_%eM?ncU!Q#yO?Kn014L3{&bO zffWMn2Nt~#=gT<xz59aeeSN3tHTyYg&wcN{@OfW+i{1O*t}iyd7hjnAq+(Iv0sSAd z=CJG$I-t%NuJLl;wAOD-a*IvRU1bn@-fh=@-QxO&9~sHl^?%OV|EP)~^Jq7t$}g>N zD+S}Y6a?e=6a@G2<SpBHKfLDb^8G>%i|S1qT<S%&vs<<@2tCYZR5^70pzXCA@1^%W zyS!i0VbOjuheh?=+Sx7Aj4FrDG6+2^EnXZM{7QfI&LurMUZop$MAh>xf5FW4e{GMY z{bcp$)<*T|e+B;^{B=9M?x)_#`}@BhpP%#X@7Kk0w!gS`oUJ&#zP93_a%pC9kL>%4 z=D+`abnJike#=+?ixSb?4|fai;J?4EQMa}I=DCD<rJGrPn_bwPYgo@BpSFMI;b^V@ zdh^yeZjSpH5uCSo{$@cY>9vA#oB=v-7JIzwo27cZVRmtO1n+8{_q?BGZ+;<Zp6kE% z$zH`v?_91)T;F7Vx?(>Y>;1rUZq+T@`|dpZ9yj@xbj7Xb=1x-$PCtKmZa?FdO_94m z4R*8^J*YhdYOsP@^hPEoAQd345opOThyiNSLs~=%My4cmoepLlHsEP{U&kf8+qv*k ztaC!ibeUVdOKTb2rx_nsl0Itr<n8kv3!6D}Cj9$vynpHWyVb|-8vjjcuvIOXxAuaJ zm}66;+xb;?jbCScTX)A|=8BTG-=%&grEi+Dq%Ooq&Y8TXpkj040&!M`U(Pz6&jtCu z7yp;|>fK{+BB;J1<aU$l^!dAIRG11k>V4R_Ir4j^ZQ7gjh0)3fSAO}bEX3wrY~qnr zp>j23XH-Vax-h}p^}qah`S$mUl+V3;Rr}h}z30vIem^l5(NnVYzv;rc$@PQJ`P8EV z=Bwt!yT}zx0|gRVFoJ>x6kL#C1StUVjIehH5N&mEGu$mduLRODa&qzYhzQm8O)SYs z%}p%HOim0=%qs?Wk>Dy}9V9eG$Xz89xMEmO$;jA3LD$gKz*xb^%-BM~$i&!;P*=&^ z(h_V8$gz;Fk`biugy<@Pi~*}5rmJKGYK@~b&yg2&gZe`X;4UJ>Kv-YN+0z9SJRoUE z{}0h$A{1E8o-V<a#U-h^o_T5cAX7m}IVd$fv$&)P)WJ;2Pf7)c8mQ6lUzCzs1nMYh zc&4Q0m1LGw!li;s3kq^lb3tJM?h8U!s)L*b3L99b3l!BsAZzr)6`~Ckq7_UH3>3_a zOci2dk@|<k_!;C`uub~JdluHOQ_zRGU)KZd7?2ZF^HLJ?N<a<<b@q%vZU};`@JIBX zz!@GTdO&OIL5Ua?Y_JjlG@t_UB%$7up`oFH0m$Rfj8ZY@ZdGN?l&e?&@BChwc2Z@t z%FHu9*PhRud4|QPlT%TVCFoO1sb}MfYb-u<H)!k-RB_xQD&T6cV}Vks`m57H7eA%2 z849il%+Ai$jhMb@{o0>fqFztx-?KJ4&}jerTD1lL;_m;md;k9Xzpt}T?tHHIy!!mk z=ks=}D!RFt-Et6G>8<zvRo&;m?7KRH_yj(-dSCmpBK};(6W>K9;uBLJy51F!w@Zoq zrxW-r)n%Et{=PS_y0_i8c<uk<p<%+B)6+|JZRdSFf74~(;}x?v$%sn6UgO@msd4$C zr_;Z$(T&i3x+tb|)B8<Ry?1qR-3s_;cdBxF`P#SJZ1mPUR$89Q`abpauK$nsl-p|L zD|-F6Elga)86T0ou#I_6?@Zn1J$|QECfle@Jgd}icxu}$-{cspGl!-eDtV?Hf8=ZA z+m*K>*ZF6q&s(+B>Pc+8;>?hD{@<6kPcWGDQae=YpO^8)=}S%>mau!<u<r1(<r>|8 zzO-)Jc&u{WXZC5{LHeH6CaL|4?JF)6+8j;WHY+!7^>MSK7awI5My**lrDXfzw<Wum zSuC?SU-r#vUD@6w@7UR!%&L9=O`D>7)BM@&V4HVSOqM6FTYSB+IeGVE!S<62Z(Y7q zRz1sD_w>83Ek?0<Vx`}A@4W51%KnJtc59i)lv18ehob~<#+K#Pn{Homf6eUnv&YYD zsw^&_u=3z11^!=~LzV?u_Q*epe%$EkT_f1DE12i@)t#?4pS$R9<!<;dDtv8$lbdhk zbFG4D^8$l6|6Jp-{BhKE{fH{wg*GeaSlwK8?%c_j|G4_qPv>r{u({{6zeJ3m?eb;y zaG#k$p^|!B?9J9cPVvXz{_w{5Vzz!~zwM7-Q$N>L1iszBzs&RPn_@2hJ?T|h-@2vC z|0?Fc>ivD}-<en6N`Ls@)jzA1lW&n9ILq_L4!e)$J3Zz(=ABCJ=b5PevGv-dsAB(9 zd%wx9+q=wmo3m#7n`X<f)wAawK5w@DMw<AWt@0-FXMRq7+q&g??(xg}Hq_*8e{T7C z)0R7bPU)PT829o_mDTHvX;VyRNc35Azv6lKq3Lt9$qw7aX9Y_O+Vz_kK1?XfQ=L7> z(Mc_Stw}{f(j<4U$#<rw7o2@r5cW-&=>qF!{WB*dp4b*znjU6fC%P=^#Q9U3{%n># zGch=<Ao1X-rn#&|jhFMUzB%WWUG}f5Dp^g**gbuxmHq2EmcKZkC2slHRCf05Wwjlz zYoZ#3J=bx2##P0#%<tP3oFTu6M}o1FCy}RxhtKk0@^V-EmocgpM;HX8jIvrT8m>>M zvN>vYSmWC7*Gei+?sq11S@VA7<BcogSjxBX-ok^CDJ4;1)mlP3jf5O)eCCCmvkDJP zZ<%@K*@7sMbwwASa83Fn$M2+QEW^j9lcsNfvL^W6efw_@mx-SFdrIT9!Td{0dSiLH zyO(U`)?2YQHOKGfUVhuc-|{o3x*n@DEqiin?eh(%*G1mHv18VQn?*;OxHkrznSZtI z?8|2hww{>%j`!Z&!tKA+UCTw6N8HiPn^$<k?#Yj-|L;B!|8}0~S?9N(-%`Kr4yvED zQQcrl+DiVcR^Nx+%-)A*8=LLU=ZT4*5hR;uwtdOG^!aadKAN-WG#*-1P#QILzgB?g z8m%oea+iG(*?&H6iWmn=)3iekVVkUS*ZzLB##Fevdwa^=fSUYku}9gN*qgrbzA<}$ zc3*W@ebk!iGxpZ?KjROp+G4Xb=;Ma%wr7lQzRKsmEA~k7?DTlaQ<{Q`kA1ga-8yx{ zC!w&gLtb2ep6WfDb>@#-gk|t69zH?kJwZWlrcRNKwAOg^M0<z4;wCSa)2p<V=eve= z3N1^T!ggj)VchPp)U-2aY;<I1Jj(xgK3VqO(wx@s#%alMde46_*ElV+?e#ygGa#+# zbjy`(GSe<k%3NuEwR8R#p8T_!uVSWJyEGoje<a+c{kPduPQs_>2sf8&rOG-HwbM5( z-6BuBJ`1v*EtJ7|C-=VG57!4*8*a*bY(8DoCvjXjBG4pq&DtH?xAgV0&ky8l(PF*+ zsd&Sp2+PY6(vuhGFk2r~Nz$9L$j3~@*mgpS&umYl-2rxr#fB{XZR>0&@0I%XHS5Kd z)uEx`Ra;L)dN>JBToAuJ{A1jU*q2lHelFhPkhs*ied|+|q8~pVguB|kG`Z&aWNwE> zosi%=(=N|+6=`dMx2vr(MeXL!JvK?p=TDTk=h+p-ehy6bH6<6~CO`9AEqF5`ir41L zL5Hl~jX4q@wyZKXR+;8zT6S_#fnd|RRYj+saP?oG5~CHFx8D6*SFWi9$Mnr}dbFp- z#K{(=&$a$`V^L}TzTeMQ3m>!d-@l<Yb>}ScwDTof>OXyyULFyda_$djWop(m>%FDN znyP>C-QQJusfX>Tu+E87yI<_NCjI`$UcV&SyG^Ag;e3<Z-(BBh@3G&aw%yaqFnxA* zWp0&rzHfbh^qi#YUekkZQ%)D{&eeS8Q*NQ%&34n}?8A#!4xRcdH_ajB`Hv$#l@Ctl z?yHl3|84GvkNvf0(!F_?NA$)DZu%QmcIecaoA-7_B~NblKH6w3w|l|N#as0r-!VNm zcUR!!oR?q1XC8fVIMkx~?lC(f*OaA^m;2W2_;T_6=A2Z&yO!Z%o8Qd+EdKw)McF;| zXUsR{{Cab*{Kkjr`CXfnjgRe=eZG0}rx%PH{p%L`daYe~&enQ*x{iVV2Hg)jA4;Fp z<{5^cy!`gE@#>=4Ps6IS(~94fown87X2O2BREfQ>W2R2t!~Qc@Ley{Wsmt~&XVfn6 zeG+s-(`M4KU4{0Krp%3>e&=ZT)pIhop}((3t_z)iR^)i*U5$M^d=qX(rYG;7RyFab z(rwpy-8I^ueCEpDFfHs@mi){3Qf!N$cxr0WFT=Pw3l26^8lS!=QC*hv=E{XdjJk_I z-C1qDe*eQqsphlhS(PUJzEPe0U&h+-+p|S|zbikkyLs38yKK!1Mx(Syp>)Be6VIeK zia&^$bi(nq=D}y1^tMe~n_T`O{?qm=8=}_v1<QYC7vd~jzNpTOojX@|ciA3W;kTyg zxBkE8Z|>WEWAB@~ZwmYVKE5CS=r>dK!+53t&+Xp)zmR7X^iN+!Wx^l()N}v)<<~5? zY5o=<_icjB9kqLwzRB7`?>o#6{$!ug_eZ6-KB<EBPor;w*3p}upDu~(%=TSW{P6wx zhu{B}biF%dn=kh^K{BM{Zl>MbZeIJ@t}oKc;*)$I)&7#Z>&UM@FGX6of6-sFU#hi? z-2YUJS1pU2FyH_5i`tj5uRQK}hu!j7X)^bj0e|Vm*FWmGq~9%h`=$8X<0Il1UM=f= zv3}aC!qYWsA4NqkpZ#QZ`QsGz7iCsQ&UC7FigvtY`1;Y~(bprlMV9eZwa7L53YzK6 zZ;t-IbW7*Ew40aoC+_b4*Ly5N>irZcUw`MzJGV5fTd;aXzuZ#sNVaTaS@XFbe>6VI z&D5N%c3_$47rWI-#y|Bebq$q2s_8CLtYUmDdOxvp;-2GMGS=vQba)iG$6(%(leIH! zlUEtst$MZVh;!%s#MJgoAsZv^DzVF7zwrE>^{@Hgx$ElJE?b(2&zhh9(<e2t;!o+k zv)4bCUeYcRbGyx%U7e}^a>m5vF9c*8^Z(6tdlCCAZRZ=CZ8Pqk`*-g0kD$7cUH(=I zd%LU;`9FNG(E4Dp+$~r3m)pMx$)>7(iSKLvDYR|U-xk{gZadD|Kbn6!>}S<a@1IjN zZOn|mr6z?v3jP$xS37^*!GFcpH4@92zgSoG{`334;C#Ur|J2hroh!O}H}qF<@qf6v zXZHICyMH{sr1P@urQ}Ypyb1bK<0suWxtnn->*c1N+O5@Z&TTw?JkHN%X2s1L*K0nw zaobeME=m%&^<BT<yZMX$FX@8zFY2wLPt<YfuD&U@ZLaOPdFlF_`3<~`_A%PcHFtdN zRj2xA%f$O9w>$q1tm*$~{!{*E`=8*GDy&O1FKNA0^qkJNH2G3|p*Zj9^plgH-2CKZ z**J5h!Q9+g*|)N9rB_`mITVu}m-Wu<|Jh9!i<-Y~U*6^aH?!y1wEmaLg-6zjPAuWI z`KVyqv%|i@vO-YqudI&TLVp8p%QNS@63ThA6W8Xb{bt<VpqngxGp&q$_w2jJ<<jgA za~QDYHNF*$JOBKX-oBpu2h2Z5|6r_{|7icS^`9Tth)k<qx<F*2n&)#b?xn7mL?xX2 zxA^U1oVPc&D#S`_uhL%izrIpO*Hk`b+8MsjZJ+x+W%&v5X0`WAEcfxxo@d58JI<^& z_1CF0XDy%E6wmxA^f~VHeBHFuBHpu~s-0dvtv+IRq?~r!(^ux@-1B-(BM!(v&8xJP zc6GIzTqt+nPw>p)m^EGX0dq~-DhoTxZcID6`KeE%Nw!g*_MUdxMOxo%)|wY{?%r+V zWcW=?e&YPc_ZMF;@Jl^iy+qqbzsUaW;k+%q^3U2Mm}MVqtzq0R@BUzSj{e^6ig@qa zH<#v^zD-`7BXw?D*0y<ZPvtW8b~k1T^B2!tx}o?cXA^75+&xq3eylHd40F!E_&b^Z zRN2qtH|DctvZsA9teX9Iil0&NBjq=FLS>8f-WZuH-!q?h<Ez!ibJvn>(~{YDo~fC_ zXJ9;W=`9=QeQkah>|fSi4(?dN_GZcZ-nA3tr~IF^!f#4aYvR<4acg!zEinr_v%6!G zvPSnM)`*v8Z&XDiuI6r;FzwRT8(;JMUv&N!zOKH`Z_SeX4AqmSZkW7AUOP#kBdUt= z{_PjM+eBY~c=LaEa6*nI?`8Hg$DP(Ny-vKc<=B?9Usk+qc=>$U^fQwmyp?`o=kjH~ z;90Yt1kSxa@)w?0Tr&+Yn;M|{W-iz5+b@moDatN%o928sVzcmue)FFG6w|7k9PjV; zf30E3e$4W%ll#T<5}E5p`fgiTeyx46T(oYVz@^=W&DS?uWKB!DuD6WeFpquqsp<v( z&i>XLvUv|L+x}wxhq6N(R<rze5{_=zXSZDbLQuvGr`#L{<AMoU8#bGH?r+`CJ+oUX zqT#P}LExGI_NT$UFZFwZPu^H_BxIkHRg<w=<FC3oaXY`*ZsQ8GFzgGSax^XY>J6D2 zAGju`%>8?B!y~zUIvXQ*WxX-_#rs#Jc+tsh9bcEIzcy?0j(yKs?!S6wRBWi_&ZMBq zn~_UZCqC*F?mD#aP{M)rTC6`ScUs=G`)GFJNbSX!8<sD<6|_cdv*)yec->6CZ7!j< zGFP7#e3(=0<!X7OwQF5|h)bzxsP6q~7q6~RTvity)cnNt|Li5xrd&DaVKhC;d+Sow ztm1&H@mXA}nsXlhe0$>lC6PA)UjvoxFQ3Ra{#5qlZym#xwELgbLem4cM&?Iu-m~8F zR?9oKpxoYr$5OXl5|Y}mRB3kCoOirs{08rN(o%M8ue`;ezFOAprRBk8X|~okRCF#Z z4Jf`IwD;|wZ_k#+?BBn5i%WX1cT;yMm)VPR9g0r9ZBlpdtcd0@eZ^%cb!!#h6rS&Q zZC)%odeP(7r3aVRao;Lkx!U=KN54b<<ac|Y$=<*2S~BnAjeS37uiY6Gzd65EtE;wl zc4+O7Ki~4V{c^o^vC*#K>B4Cl@!TQzdDOR^3tiZo|0?79O|=yvM?H?LnDjVWEJw`r zqIZa`>J5RId*z-Y!ILj9zdUF4-;Hx*ay1N{EYD`$-}7xj{QA?pWhJIhd3UVLKX>(G zj_=ujW!{-58?<d--e7DmwwavvKP~O%Of%*5j_#P(bByPu9$NHZCkIDt?4m=Hz9}3t z2~|10Ea?8El>&#CH#08PKiaeALa@~0+I5+W;vSR+pAZfCZKvwuQ1E4O{`HdH>oc6! z`Fp0g&Y8n$x@G>k*AqM9VsxC2T<WlF?KSQx3e7w@%h68t#@nES5A3p<^LJY<n|knX z-ToO5);3G&x;fr2sH@(z=F+1(5}BzJ`R2O2p8oK1+M1t>QV+kJX8a*TU}DXIikg&{ z*FMaYUw(S>%{?`<&e{B5R2jKxZ)x6!uYX$KW);Vm+}XbN^S)58ZT_~G&E{P;mcG3- z#%|u@os%whE!gv*XM@I;<u8jk?9-H2On)WRbZJFGR`<KEd6RvtbL#%rcS>%F*v}~C zGe<z9xt3RYd(eEbpJkQ5wx7DcNpG!x)83*P+s{ScxSswyESlSF!M=Ud7Tmfd{`R$$ zPfmnPNbJFViu>B%zkHq7H*emBgGYj+i@#2rZEeu;G)JmwYVcu)3AvW_4$0Ba^m62j z9;WV2jjQf4z9*6U;)RCqK2hI4+h!)4yXco(tIImOO-lXt;rf-PaXRNu-YuVF^Yf~v zc;se<*-T#h^d?57^_*SgCO+4u@{`o{`nu9tXIB{g?J7I5dZk>5-v8D-#$37l{X7$r zE3)>r&g1G_lldrL*-bxf&ikzvv(N6BvTFs8y7Wx{Pw5}?o-%(nyK;N!@eF&8UXRcK zdk-bwDxJKI;Tg>jB=ee&+f3|Qc*MZyvYPbQrMI=sWTt(4xMEJvtJ;k}7gfc_WUn&# z@#LjvoY~0-hS{5LK3W&>s+d8Wxv;43d0KNG^IH~MUZcYcYQLCiFiu*s_tN2wVyw1r zoZQb<ZQsIu`0@lfR#gX~HTPRLzFE|NJUb=gtA~xM?~3{(4o|)M8J@blV#;NB%Pz}0 zGeh;#+yyKiPJGuh1g6VPlk3_k628~BYQnYV9VPmflFF=m@5`1;?%S#U?#!ACuVOF7 zUSWH*#M?Mi;>g9fZyWCV$vj%S@sej7cl2X3_g3yt(TQKeBsPg^{hnyFcuix=pKBG% z+)L_f&&<qwP$#0j-Y4ymUc9UHo(<DxZ1LH}#IMOJ{z1FIH*ksSgP#w&mo7~)e{<!L zU-(hB7pt2qWZx|oz8IrlS#UadiJB(6IgjEs>0*_yUyiAXgeM&7opfHH(5ozFgUCs( z$RyFODvwJ%&+|K%FX8&V?MO_dsQVJ%Nv!+{uD2L8*FUmRx@oZ4ELr9ABh7DJxnDCc z+3*z0-C1<NjZHs3v82S6NA~J+@3TR2a;;q@E2s3cuTt9T!OC`D*|uf*3?*9u{^y#9 z+m~4LUXfiCykh=Dp0$#NyB8<zuydW&7#6!rRJdUE!kTCs8`0}GH<&b@a+I-)>%UW_ z{Nne7*N4}9O<eZNAh_0G75_!|OTHO9IgL^;nO@P2b-nFiJyASys%W!wdymh<mM%rj z=uZa?*EtucI_LV?997i$eALK@*D&7ZY+zuyOH{8#e6OA9O7(YNL)X}-h)O$acK$A6 zU0~f-VB7S3s-Y=E)sZPO6F)uRcsQeGrNXqOFTQe}Qko!|^vAW%$D(upp?KlTx^Xku z{-3p|&z$pL@1*eIKM_TNAMSJ81<gNx-!)zQll>*XCl>Zc<}WT{xc8*_5Z6C8`9)SA z9&6~c$}`R9`4@8Lf0NM(_Qweu{_dM`SDEef{BGA%$Bex)Y#yJLJ)csc^~(8A<UgLL z3%l(b#GC97w`(%|GugpkBT@cF{J{JNp(e6_4p{tWwbyZ)V}FwW(YEy;D$XeSTu2r> z`0e<aroTFFCxfDA7R~tI^M0{Rhn*bv^95!3HZdzK_!ru@eXsD>i9fkw`^WYO>)$L+ ze=E2fg4yaV!gQ@}idnDGa;}lSzwGC#trNmly`6T-`RUT9yH!n>Oj~vJRo>QnNAr)e zZJM0?_tRRB)t*l~<R-A)I+ovc@@myzP4Lolwk3bv^t!g(KJhTtYn}00^`02n`!1Uu zWop+juVv3=h;282U{=Tb!hL~!^E%V4Du=xbR&SVH!hDg}#a!Sn+al?XJcV72FU$n) zwtb76;Na5O!6eA4l%=o;!ZZ~)bWcMdkoh8;i?l$l!xqU7Glg3X8O)2$I&5LQ$mTM; z@j?R_^0cslVVZ&o2r>uqxmXH3b(kXEQKWFHQG<Qa9fv6(!JUl(5XjrY1%_D)At1>7 zkm(R>3pdB~#sWq#^R&Z`o}VvSIgfA%C_D5p7$zyWHApZfv2+MB8!~|e|Eyws8S(dX zgADT%35DZ4Ck!3>7>jr&B(s6I43=hgU*rx;$|P>)+akAxQDwv71ANTZJa0BM%9<To zEv~Y`N&p0RHC})~-WI+VzLq?NUyU!=7s+?jF<<0&u^0I3@I|_#PPw4kk?G@o{!{<I zUHR}jVz+3z?)?L5QZ=@<DIZEp?mW1Dso`L~&u-p-%C|B;WUsjOAUyEKgBRx?*e;2P z^jTSUt$G9N8MauCD9&4)xA?21QVfgS9rK%o_IPoh@H?Gz+V6DT>C0l5>rQvHTA$r~ z*81%4v;MPvf1g!OTX*ew(e91?N!bf;_mtRP>UXqonQ%>Vr&S#1-l;dzSASUhWNOr} z6~77%t)tG&(@Xo^eKYsy8oSo{XH$}w2d|XMFKFGGo%vAmRAE5rjtsW4Wzqa~PePL( zYMxTCo|7WHmE(u|0>%q@7u*6&S1^TeaW#r8UMKPCZB)XZ(}x!*O^{#0CHmy!gLg9~ z=3Q;uG52kseg1Nhh08OT3fhxgpC&YKTy!(R|5%rp_E*g}3Zk9Sg4ImM+xctieJa_{ z_N(7aHhd~@<KB!Q&TEp|R@^y(YhI`>y?5@}WF_twdkXEuAB)xa`9v~o{G5EsWrN2W z4V@+33pHA<b*`CvkCDH3G1uf-O@^sf5emz$aAazWc6O$xX_=leZe*GM$l%3e#cO)T zx}lPx??UXD{y1BRJ^a{arO_<Q%e#qnmak>ZFNK!ZQzQ2Jo_Jg%A@O|I1AmR(&gPom z7wU^yt+=yz&eA(kRvE5ebvOK0b9VK)+4236oo?{W1yi(bm%i6nJ@xYxz0|%-l1{Zg zI~^=_&Me`(cJ8}u$gK+xcS^WwESn=MW#W?)xGv0OsmIDde(wL5uB7b0y0pEOeTCA> zy)6H9`FOh|=EvKfxU@CtH0Nov(@NgWsk>A&I3u`peu`~3J^X5u)tbz(*;lhnqf@oF zPr9o6@0y%oKL7Tc6-_fzC!TV<chvRN<bKg}Yv!C&whhjDy0%z4Vzu3#mMHPnztW4F zo6od8pP_l<z?Yt|thv`0`1fw%ixMjS^2%d%US{+ay8}1Y%C5NjbDE>u=UeQNP9eFc zME8G}NZ9gn+8xCto$AZFva(M;uUYx|YU&w}^_iK!`c$mux$XP+W8ciP*UPt@%e^jt z_WcEI7qyA^FRqGLuhTX<GWX8CJ0?eDn@YFvpS*kLrj7fR(|3Jk1*(q=IGb22xVbht zp1I|)O5kwaC50mf?w&gh9!&Vm&1N}!?xD7r8)@cGQq-QX^{qbZ%e*S<L`z4Xw9#?r zFT9d2JR5wOA8t?-4T;=6A?dB-RfC*G7bh-qSQ29BBJr-&&7I45%FERF?v`V&tIl<V zNbXYkwzX%{ltO<C-N*A7W}f)}I6cz2<*54Cb=7`<7HLZ5#Ibd~ioUM%{iU?n>Q@JL z-TQdop>=WhbRF?M*)#7+$6Q;op4)6C^W=HI`<^{_`Mf0IGK1}PoAtF1EOR4+b0(Rs zw7hZkis1Uyx$FN=TQ~dMi>&p3`_5&#roVLxkNsP2a=rVR)xy<rFII`~dbP#MIs7x1 z;P>3O%wbtCGWIB(d~9>IO``AFFKa2Ab?+pV7PK$>UHiId{-n;gORspe&lAhJ@K)hs zNK|~3{;Un>TqZmJF)Q42a(mt``|q0D%J-aXef1@Qd2X35=fbePul|JHwJ%TH%^@25 z`qw+lXk9zE&Hb~&O&+p8m23X+cbUrCf9L$qm)BNRSBG~mG2b+6MX3I~+pGL7<)=mH z1c>Ioa=070{I$x-71AD_nQ}fniw&8SBl-i>iv-pFb^2_6cs2Fm-)D8);{L7kD*Wn> zo>I0rc)j^U-{bJ3r+S_n@7I#!==|>Ozh{ls$&WFjHq#!j7x;fRn0Lj4g(}xCc~874 zb}MYx+FkZn;%~+0iv920E<N>BUg4Bur^>vq2uIf55<Ky(B;Zs1?FH`_M#Sw~xFbGA zX=2}rth67m?X73eE&C;Te4X6;(ybS3&%fmKytZEMJ&W<gEBC6Uu37ULNmcU(Y?_?% z(&y7xcGX4yS$7#8z6F}sht6k0*ZUfQW<)`=qzVcO=Ei2GAQd34F=**4h=DYFY7AN? z9R!}0bt7=Zer&*Q(9-iaKf84Gk8;jezHfRWs3bGy$wG^t3_RV<;Fah1(;F|ldNFS9 zpLzG<r`I2BEM_<CcVF-3ld$HpVEBI5R)dE*vesJ{to7Qy=1<nd#zLX~-?IuN=X~_x zcp!fzCiu?74@>^G@bfVIh`u7RcJ{*$rLx(XcbtA4WQ}cV`)ZqEV)D+lEqtfK2PHec zS-;HQx=;FRX!pJ0!n8jjx|-_?d4m$C<hiNMTE?E}bN<51`n~J4)E4hcO<9!PdDDc& zXU=XRVS~a-9Ye;WTkB4KEq*He<mPtGN^iU4clX^&QhEL~?P!r%w(Pz0QZ*-5eX3)0 zURj|B3Om%$1&0_Y6hX@>Ow2(FKs;m6QUVYI6u2SaHPxWWZO~LVWHufW#_(koAs$Xn zkv_v=y}1!+QXYAh9>m8C39$czVQVOGtT)FQDtOkLn}bb84QvH)bU@NIVi`hsCI#!w zL79hAYz|&<g3lDtDsqrKWF0$*g$+YwL2AKECXiR0gEKjDY#75<Q-Knu59D4AW6(+} zNa$e8^`ONk5S4}smSzSfC`%@;Msb&fT)lel`5f#178|wq;uZN4Mh<N=3<M4-PqMCD zV8*KCXx$v7?w}KLG(adI%hP40)sK$+wfst9OBNIvJC`a2EDFia)m^c5>9uW<q21dy zT-laY&$aV^`8k%B{oAs?{=fbz>i^!G>GO~OJ9jUAe(gEi^acsRr9u3hM$_VMUi*0M zVSBhhr?N}U#Y?7hkKIqV|0Xu^vyIaAMW?Oyl|609{>km~^1f<O%)hPL>vq1GzW&V$ zcYc4SWWD_S=rWDp`=1Fvtq3sBwba^leRsU8WQElBKc~*Ew!MAxxJG>ArsrL&r)^t! z-*3u#SIh6Gwym~~vEE{;@qJNFNzLNDk00yro!-C6b;?((!pt?y`fEx9|LUD<o4bx> zy>ao0g}mHerJ09&y6*TLHxRF$(H}J9DA&ph?|*Lj=JM9&e0=uvc`KG$J+VDL(Py33 zS*^2L&WAh}KW>w-$+LR#J|&~srHAWbv%ST=1vOqX8Z)J|uk-Xz6unl(C7YKUuXz6S z`A0i%{*08gocZMBiNq%lcWS;n6Zqy*;5Q9Bt%KHQL)1^7I+I>zcY6BK%@4%B3GOO; z_GH;IpOwYu%eU`nt!`Rw^!k#{yr~JZX3m@V`0>u^LGk|*?9Th&Xg<GWiSJo`tsPYj z>kl{>u>D_kYv-k3kGr$~@7nPqR%^}bwb6T4ePda{ce2MpZQjYyoU2JubBvc(z1or) z%*3iUzkH3ce!kZ{apiAfb|#M-*R2l!EtNJu`0uaRhuh^Z)#%>ex3KgMzpb%e#=o;4 z(~tg?u+rUd|N6egXP1>|E&6@t^S$);yYrvcOk4i9WB>aHH(mP{iO7A6nNl2Bx8s9d z-Tu#Y-)l2Fr<ng-FPp!7&&;wLg*SfI?Rw7n-T#OG+~0Tgms;++V{V;a(5+*kG|g(2 z!!PCV;-}{dMBTltyed51G(|<*o3eU}`_Fw|^Q+`t;415=@{%IawNYop)@O0d)YP__ zo*F-G|Du58?!zso=B&IaA@}s@r1Ccw@sWA|rX1MvYGu&|?nUZyzh?N#{`)x5y4}9p z=<&U&+V6L!KRs3b^G5UxW2--l`R(QI)i>{bJ2Ch6FS%RWe9wLF<ybA%bKUv&8P4yP z5ngQBr7_Q56m^_>6L9QPPhXC%sj9KB|Ksh;Z)Wb%%dM00_x`Z;nalL<z*P^<UE!Sa z$aAIFOOJ~|UAs4%r+@a|ynAzbn*5n-n{1yXD;-puwb<f)Vr|dnMQe63nps({oDqCJ zu)pWx(baabF(&4gYqyrVi?9E6tcM{@c=FD!S!<iFrLF$e<ht<Rl>;Rf3q&@~{{EB2 zdUM464~fq*cI+_}`gdyQ^D|KaD}TP*y=UXE$(x&Rw{LuB;N@5(xOC#N=Z*7QFLIq) zkhdvPJ3Bdi^Vc_i|Agvqe~=74=JWXErH$KkuPc4s$g0!yEx&im^98lXR(`AhXYit8 zc5S=u5xIl6%|GpH`JVdi(|(tK&*i`Io5n1CWS@KD|Ni42WqQNDu=HN5F`0Fu?z;-_ z`VIG|=1%%-f9P!TB$H1^K79S5I{N@m*XHC9hx%mK9HY7Yx<8F8>eS~hsMeS+c4@E9 z>|=@M`zD-AmrD6l!d-nKF1g;}`GvV#j@C`f-LQS}-?FOCe{9@!s|{Bztemia!mXFg zALUx#zMmldx<=&eB37OGw_b=>*f;W)U%dN;xoquU^Nh1gd0(ub)+DlJ{`UT0%e#xd zTJbHdng4FV-7}f`Tf-HW9S@rF`)&M<{mSyKFAb}N%zoZnP$oC^($g&y-=(`gQhoAn z;rmMl-jBOoo0H{D=K70Y^osHhyydrkL(a8F7EgYh__wTf#+)h6!U>nTel>({-ub6c z_w2mf{jTDd8TR&kJXIdBJEHnf;m3lxe>ePPdU|oQ&eXSw=dGFgZu`Zg+h^JLPJO%h z<cAYBFCv|;U;g|h`PYnpXLi5Mv+9pp_|w&_P4WzT|NkcOk6&x{Ry3bGmLY!lmfkHN zv9u?aw|uJ~&W^t<u=jXTB<F9T=tJ)k>YruSNZKpNiR?ad-gH?l|G#fRk~LR6`!5@R z39g#TXTbhzeUk2**Kf4S<f~`!7Iw=&oS&KZw(9NsTb%9r6&XL?f3x{5T$9}W^7IzI z-{)mNB+e<jc>aa&FXO+hcByh^b9K}E9|_wX>H8pJH|_j$**|grEb6_^2$y#}-<q{H zZg)&|X!YrjxyRMQXJ`NTaqZ#mw)s+ZXX~!j`M%9={cudC;)|8b(Z^f*?>W5Rzv%vj z_o;st{Ey5L{H?WRO`7?}-8X~ZxPFuRt?cIcO7?X6N4Jc<UG>a$w+_62RPOwnaS!{? z=s)Iv{Qn3)6i7a5veC;%OJ|}0`%!t5{%4oZT~o{cyw!D9?@UgMbER9Xwpo^0#1+&$ zSyQT4TxM~<Jh$NPgMTkOKMC)bUH0(l;cEpl8(+JrtZi18Td3RdJ9b8M_=Ah{4?a@- zrJc5L#?(z8H&nCDK0NDY%s0_8&g^vQ8@+G*%IvEr<R<zjvq&(PA1t%y{}gub*zKRZ zf86S{@3(%p{FnTXyRJjN^(pHi?LSGIEaG*9#Ji_TI4_UT&ud73FL3)P<Ht4&oqOW$ zhS{vQBBQ2n^Q(5KcDlWE@3SA99((PHmiaBy+;?5(xa{${cOu`&yj@dLcX#L6pViYZ zo1VS;XxGiJ#n<ES$mW=6w?94hayP5~At{^g{O3EP%&oh+41E^+^xWyM%s9I02lv&^ z#53M)IqkWXdpu50^jN;~q0R~Gn|Z6!^n<of=6-YQmcY>)w`)9ZpFh9Q{Nr4$OY;P@ zW!HZQy484h#q{?NcSqX3eYEwD(mw&a#`ha@zsNoMo3(3p?76VZd}UM49@)OOt@QHw z%6%EB<^gN>wr1<J&h1y0)>-g+OX`=a^?SKDNq#Y_HTcspZCz~lUropFNpAC(+~4^A zqT#a*{R!p5H+pYvIDMz7;=V`G_2{0`YrS71T4bMaJ!iaibdH7Sb&K@u*DsWR>Hj+L zQAUYtdCu<-AGqEMzLnj5Y~2B_!&-}TBg#*|j9D||yMStS;IyUQ8!iQJoX)agRdj}+ z?&AE!>$?wcd(-~r_1o+>t6!)ekV~F?!|+<W=tPD^)8dX*TmS9KJ!EC`z5ctXM4Vgm z7x%Cery>|$KU|UAyZHLXyBkk`WIn$7+{q8$c)utp{rcYVETktvbFW+dlJhg9i-TPz zXK1~d%Xizkgq6R0@09~xE19#)n7)1dHF4q^H+|^`d)qh6`<|3r(^C6L=oh2xq0Utd z%28Z@^S)f>v5)6^xpv0E*O4-&r#ECzzdYaI9go@Ea;N#7^WGg@XUZ}A-ZJ|Gx3_J| z7W&reRwnrCSI<7D(+d)%wr;39bHLby**bgi56wTeeU&Tb^`_ou)oT)+<(Qn&_E`2< z=A{od)mHI}-yTUPFW$!=zh20yeQlHIOo`*1r;<Oftg2wlsc7aro3vhATkgTzZ@o!x zKZt%2{w4S9$dzk5q&m+$aN3;r&2sDJv~x4!f^AE=&NWX>5BK>r-G7e3y>PR0*4wUJ zI4@<qYsrok8x-vI&DE_>Po6n(o|%^E(YHlbCXLybm#Dp;(~<a7Y1*^T^UC8|b*gU% zTr7)nJz^AK`rJqIbccrFV;@i9Nz?!Gdm3wI&YP4Xw|H8Xwwk1G+~KON7qeAvEaG-L zasSo}Ug>LrQ|GV#v{!3>UrnYagIn;!Pi}{k1Q(y2wK=VFi{_<{cfZ`1npH^O3f5K& ztbe7E;;xu3T4DVw@?g#~qdf~U)9lsDt$H?f?d|mqo47qNDxq`JvTdnhr&$*+J2vUk zrGld>-KIKU^){Y}&QJX{mBUoSblT>FMVh9^xGbe^rF`+1>bW=R!-Yv5_PI05BX6rJ zdT(i6+NWdx#Vm^T^*!A`dpgc-mUc3qcP~n5k#DOuPh^i<zR8+{+)m54PdjBI<0gOL z(<aM_FJxBiWA)3)GhNV|&(p56O;C&1Qpj@ElOMPC`fgJDRC?I!<F)GP?)&8qUJ-HE zjVkcXT(jeb%!c+AJ5F}!@l<-R-6fR2V{Ktcy`HOhjIh2@?;_)9Ew!)Jn<n+WJ%2*x z<dUWH=VjVoT~_23^K6#*oKHHF#VXIcJ474{VxHErN8)nH%q{-QUtD@Aa9B9aA@a0= zvi6!OZ5~&QgRgn-d8+ZbqW6V*3&#gJ+oCkz+aA4}&wS=Qxu$1w@WQrllPgcZ-+t<J zYR3*KgXJ3vw`qlk`$SECaCwic95c_m#bQ6U>Dp`-dZ({DRd|nP;w2%GHS@TgPHuAa z_DV_#`*m2X|HQO|lXWY_PfeRQS$FvZL4Bpl>AOOnMCRRJx!=dX&hPT4nPR8^i=Taa z^4qhpeB*W1Zowu-k8VF}O`kI9?PdS1y-(K6X`7(&P}wq0DMY*J)1=@-n*_WzZ!!8~ z85*F!nWZTx)F8R<Y3H2jK8IH>UHV^Sa=}i2X4N<SDqb7UCn|?U8UIb6mOeMo?(nWH zD;oCB>NnSq5$Rnv@1hyIbbyJ~@$565Zi{j`cc*t=|4^}*`48tmmo1Ami;A3tzZK8+ zT4TAr#jxXPj#|^y;M)Du@0K|3Kbe;mD<bvbL0a|YLjgU;_XJk*w`)%-cVOTDSJwY4 zzuwt3e~-jI35(yR`~J!*>C<&<AD>G;-Z%fl1Z)0HnhTz+6<nG9?SoC$hYK5%k6)|& z_t9*nW#G~6!3)3f=?Wx2dC&W5C(|N@y3Rkmz6(ui&S!trEqf&JYN1!n$rF`5`yKcm z{pGH1dilun7N?VP5c3swp_DH5$Lqc{%w#x!F4Sh)dw!l9%_q*xS@cT#9p9HXg4Q20 z=QO>N-N>E#wQt8wiGZ3@YgE?HSyORlZcf=#wl4{W2~!pPW-9Oex!|_rY{%aYeiB=n z>)1CrI^_sQCl!}``CwsnisxC^aYGy7my8p5g*N;v?0H)Ft6+&+b7=q3;7dz>9T!>U zV#5}q7R0}TeT#4j!;=N8C*-l+RA`jxJFB3#t;0Q8?yj(pXn%ltNB8>xwd5s>zyE$L z_jES<qnVbB#xDfF2XJ>xR(*C!p=0rFYlhv;7Dr|$i%y=(J^S%WNk;xB<_BN+8l(t^ zd{azamD9B3&$0@?eQ*B#ib$JwsMa{l)O2QNH5aq)heKD7xa^MT?4I1m{M}2&yJVwC z4bKmujXjs9&P}tqEc~KzpH;{8hkq;u&pJ-*51y+h<!b0B60}Bp+QciDMP~=d9q5pD zStxW;<fTQx%R{;`8yoW8gl$ain*B&~@se8eqc)X|dy^IyJUq0zTh2rD#ms6~tu(XH z-jqZeRoe^FKEm9FXIcxo`J^TH><KE}V${~x6uHQ==a_1M_;lqZpAS6m*ep`-WYe{J zx}IF$Z@1UYyN||ll`elH@+w{3IlIipR@p$pM{x7Stj^m8jN3Jz?k&7uA`@Sm#1z_S zQFEs^W;@p}jiSIaQ6k2oM}1rqLqsmRKT6wjhi9hO#y+bfQLk8Y-QwCp<9PUF17;Qq zGchmn5IJNx?=EQ0vCu}<IVw!z^tr&K){k3y9PY+#lq%dORXb~uaa@4Jj;!q(;m$Kf z^mQgS^hq2l)n6B!mBnyodhn+3o;Kwr$;Uc2Cspney%IRBagFff^&grqdH&)3w`@*c z<>HV(>dJqv3jW)yvYq|s!6%CztoODPkvV(cIeq%4`xnxlSlmDRJy?_>|6|LRrvF|1 z0kS_7r%Z3;Z}4ZV*9-f#Y2JfQ3yGY1gK6{h*-w8z{%5MP<lY>W-~gjZC(rS-oc_W6 zr&6j{ua47>?@y(jNAkh%jp9xGk9__b{rFyKdY0+F>7n`)-%kiUKmRGcVAu6Zn`w%^ z8<O-+mK~cj$yRo8%F3ld_Ycp1X1zjUk^j+}qbu%;eeb<&T)x=8?RR;4PR~49pQrts z1b%C`{3`gyzC352YM8S1%igz!Ul{M5u0DH6YV(;j2HU$<ZCcf}YV9EnW33*k<kf;- zKHT2WnDZ=Re~s`ZDI<$T>?uuEKhGMjJ;pWfz>Ft5EWRqd4c^IdiErv*+bK57qwIrr zTJ4+otl8pM1ph0xuMO)Cue*2pdgDIMU1DE!Loai_Vp@AN?-HX6yMU}ii3WsXxVTV2 z)~j0FLrKZOrJ;jCFtCF|Ku|%+!9~RBmNcW%A^}~8Eesc#T)LgW6t{pb*F`255S7RT zhFUG0V7O91O+ZaxnNtX3Aghb0Kqwc4atP4`@f<=l!N*K7wk#B21H(2a2?q%W39g5X zhnQQ~Ir^O{8a^;QWIVK3K+e=YR-qGi#+67C_^7J}i6GF4R}B)6vVR{v_@KK%hUJNZ z0=p=PV6@~o;m8Ui9QgWp_6A!vE9YEm-sNbk&?(DOCUC<sfnBsLpfz0FBS}|52LxL; zG=QPVA*Mr2hk`on6n-_lU|!^}2&VWu>{?$0H{NEQ)KPD*@&E10hu1ewkiH*v@35NI zJzsZ`c>i{h|6*UY>vVHN|IFUv_^~u(@sFrantlI7-mBa_n^fhSW*{GZpytBT1*;uq zJ6b#bcF>z@&G1Y1#Ivi<B6KgC-rst2>*cNIpWb*WRrJy4dCl{*=YG%amM1SSK5?=) zfzv<yx5hTHU9n5=df2l(RBqbh_w?0|kQZ~iYPU(f53##?#wx2O;vC<U&9zT+(k*xI zox>XZW2aBB^;}2O9mTJ8QkMNpd)@9}y6@xWjmCGsotemF`)u|y^&9h4W@r35*x&HW zG1^hu!E^z`3Z@XYOQErrPn@6Kn5g%?;aIbmV_S&h&z~07Y3V!9GR`}<?O43ea*>tk ze^?%r9X}S{sG9Wnd9$sw^nMrqWgF5n_SlGSe4qTRtl@pn%lC_Zu2iWuTK1mpw%Fz6 zO}c%(_R?=2-S`pyHNk54gc4sT@xBjXJ<*?74gV^2#0p$iZ~B@1xHf2)OxLLkRufxa z#D3T$cxA^DwS1rXtY&7*&QG|MC#A1G&vK>H%;yZAdXEfV9A*@|G{e%%e%1Y@@{E7{ z3v>=W4tH~6whow<AU<>DuX$bW3Nlxc4~A&=zjyx6v0df=zI|KYr2TdLa`e=^i}DxF zU&~+Zu_Lfn`^~<{l^rjo3+(SCK6_zXHT7QP$94On{!hBMO#g!T^o4fI;upQ2m=-jn z^+#X&7qOBGJGVfw%jb2yHH4qPxc*|9UEKV{HxvIYeR;AjTkD$#e}KZuTA@GDanmLk z)+PEjrOtf1u0Lk)y6)Jo>mv2mXRmp!b6p~Qo%QXvh3Pvk-&vWr{r1aickcMUyVGKu z^6P1=^7WPLWc+-W%{o=R!>967(V>~MFHb*lO7QHSom=ObMmKw}tn5szz4gj>LrBbi znR``fspi3-4^?IF+Hd)AlX!&bzqHd=iwalF-+24bimg9<Io-IOInz$B>Q((z-dE=) zov$mYaIDMho)lkj;=ftD4()n#Gt&5(Nu8sRr03uH_N~j)k4Jnr+upY3ZStWohqO0_ z57S;-{nS3eaQ?|l-(F@L=S>9}4zC}~^yN<3d+nk`+l}2`JQwFM8cOL)9=Y>1#l!H8 z`qv<y;we);GxF^WI;k*ymY<#Kb8p}9BB{wmf7^SO9jiMWV3g|8KIP0pBP(AvLFSy~ z{pXi2*~7-|sVVkJ>ePnLRm!pL9<A$KB+iwtQl6`s8us+LQmV4j)#Wa$rs^HEn|^V! z(N1B%Q&0RFdj9|avE};j$eN<-zy5w|U)r&KrL4$Cv$c_N8DDh_d;WcmRo-v$Q^|Xp z-t;|d@4ou9%{=P$-d?x=PyWVV*b{H&|IO^%<$uds7ykR3R-K%)$#Un(+t(!eu3v3y zN`JBI=ah8;Z^cW(w5_>4V@nU}XYieRX0=jVqm*^&I;+ioFSDW)AMaDW@_yN`g2Sqw za?ckB2_Bv}=~6-MzU9f=cwRI{E^U47J@0Zy?&83I8>T*6yZw^mrj<$&f>V4W(l=>3 z|EsdN6tbf(Ec0Y>&TWs$>{lc2Raw1^n&k9p{`=W$FI{t0l+>Db^V`wlZBcfsc21ZT zX7Y&tsh?|w|MVqS<A0RYUA%nt>eeW=*nd}D&W2THZ#MP)m(DbudzDge;+46zoBTLJ zug{-!Y03uni!a&**95PcY-#`baC4egUaa1|=WmJ&D??xOi1%~GY!#3HkSFl2uqJm+ zQ0)Alw|?9(s;qz66CS2+xo-8O<6Yj&7X;QbhJ4zjV!l~x!b{!PYhSE=sr`EOi`9jv z{_}1Yo%$>6r)F<xp6HdA@wJx(Pn5Mi%$cG3)mBQ{)=l%>WXb*ZZ{p8R+5hk2%{NOf z`&*WM^;o|;^!r?Ob(P5dRZE1=xCB*S_l&sC;bB^)37%*S`Si0{=wdzdZzV+z&`cNF zR2XO)0W{O2prBx8Xlw~m0pc3Nb{^XxuJSfEQy}&(Z}f@ASg91vT_$>;0_M~(v>k01 zVUBuysD3`{e7zv98<AycCTsS5(Xag=`GnooIDzeXvueyEFSf)ZC)o?L4pvRhkKKEA z&EyF>a@$lN-(eST4N|bL+>vtY!H1m39sEoTPpl(V<kc){;@kdaMg;#lDCykhRw5fw zlJkAl<=OKDQ$*#fPZ!VMu6+8RM0~VUMt1!z<(V0Up0^ZU8Y~R(z1&!|PFUj2{+o~2 zNzC1uCG@H$E$wna;+wKFR$s4#ompCO=f=^sHNWL9uW^~P;oUMf?S(Z5e*X&caSc7M zU(!<i2^3&xK?({cP#A({7mdL;nt^!6p#8BR1}H>{m|b-92@Q95(*_?{1>UOdJ5*1z z0#9Ed&u76Vw^2g^JO@Z<b`fW&;F(=C0h^3Iy9kPoAh66Jnq9;;Q;1E>7#yakGN8Fc zkchE`C1evm%A6u7KO@J1G4d2IWTsHT7!)y(Fd;OjXl`zXx()kkWOYTz)vfW_?~9+E zd16^P!H2^j-N;kzT#Jf|3Jb@{lgUa3OpPpO0y5QXghhFT0@sLM;gSjrdiyqXmDBo5 z=Y@3Djk_i<5Lz9YwNSy!dumqB!t2|&i0%<RvGesDW0xKAx8MIO++V%F`rMko(bem> zevhkuTl!6zk)^@n28+y-)YZ3l-?RLALyMtoLdM5UU+)&3?h4grJi^4#y=znU)mQuX z{&>gE@bUP{oZG8jo3EKObw#b0u8r@nqT^lPp61X0{l>9j3ZK^M7Ymw}6#vnAS{`J# zJ-PI|?zOu++CHrhx>xm=_w=om_iU#u|EG{x`dc^l(c(X`r-FYgl;7R4=ylBT4bwmU zcYL(E@#V3uFO#+kh1j0{P}wb#nl8fLap<$mBbA4hEjp`RYvvVR-S*$M{e0cFS58-B zeoqfA)(dgu{rK(k6d$d^r8|N?X*dcz*mI`+oVL;&=17S}atw_*Pu6$kH!|Ozs=nro z);~{)X(l$hk$oP=a}R$|*OO^{{AT-~9U6Pi#f$TGI8R#O#k@_?;y{b-2cB=LD-`Y| z?KVx!KD2D3Q=D7t+8Q5a;ZKqKG;T{B4gGVA#e45v`?jaIN*T8=S6QAIEtQoyW7&@2 z>`OMDFA{7f7rxuj)s*19(OK>JrUdWhJW*3PPnw<-yP}ivu|ec&+Z3HutU_L5dPi=u zSl=k@|JzY}<J{Z8vQ!DaM+&o9d!E`H7w5R-cv|5!<HV;Lk)}?w4|K8mh*hzsiKjf| zZsfjyQpkw?Cc|%5i<&1#RI{(&`|)(T`de|opj|0z&#$xIoVIrTE2h*{+d5qLEqQ+{ z{^*n|D<|z;)#b5j6_fi}*87uGv%QzIUD@-j!7BORqig@BFs<P6(>k~{dwNVwKv8k{ ztZJ{DQ@S)oMN^l~4BBVyzR5#qy~dx=iYLt<&K;UN^YNylZEODBYo5A#iYH%nSL_M< zs(+dHib}pdOHvIeI`P&gUcw-~uUSroQ(?o-7U2Vas-7DJO>&Nv?P1M7&VDodP0Jkp z=_f8fSsrUSYuRzBH%C|{lzx^ce=?cmFFW=BWA>H(!aHQ;j~;({SF$>O@plHfAInYu zf0zHW-|WHv_sV=u+Z^p1a}?z_F>VPK&wOI_c8Z?#&N%C%|K{GYIk)6SvGyM}+ZPSS zGq|b?Z1ymoKUDbTP;LRobZ54dLzUCGjk*#T*|!|Xt6)~;aB}(0F|TR$!(hgTzYTg? zH+0xNQt5i$`a$B%QNt+tnkFCVWn#-5g})^2+7V~dSKiby=k8ijXQiuqxGyb~l55@m z!R&VNEyEd1`ds0e^=<8$r5`U%zsOqObUEd|OW4V28LJo0-8Xgm#Y3-;wr_EYVn6@+ z>@DGxPL{J*@}=+a{rB1%_E_MyvR->(0JCwTnNH)?55g5~YeoEnrx>1Se|_@X^@q+i zZ1<naf7;I(_VD(hFvI*MZNJVm8m(9|aqGdL2=?fQi4~lTbHA|KDNT#p(Ojbx%sts7 zUHA^?cc+#mo->+~3k2<s<)ydZe16FP=;K?7muB(2KDli7gVZ0aHB9x6++vBG_d1z> zs5x(ItUa5`yG48f!@3sM0^U13<qrBbOo<hZdwv?tKK%OU*%(nf!E?QPyj~wm+Vs*| zpfUcC;jHZ;GRHsNTz=>1`)B?in*Z?hs`&2cE@{scQB8Rq`o-+>kLwq0@*CM79KXO` zojBo*B~$*P-3481)*X5M!7NJl+r!8|vvx-CtxhuEP@kwJol^fmvc@j|VfIh{pJo4~ z>b*S#U$r!Rn6V+e;<(YpPYbWuZOVSqe=BBf=x*ogfZNOe##DR%mdTmmA+}?ofYr(C z*_koYCnwuCPk&*{u)p>GLF)o0zrZVuY6)i39_K_cia+{Vp={T1`vdzAgMUo*XCFmy zNgsZ;QEgjSZW{ZIM7yc}&jS}aXo&tfl=RSQVe}21X_u_s?`YYnz7zX><np6R?^UVW zMc1(FSLp9Czht<n?#cJ4In$Q-UhvxD_m(I3qHxByTZy7SpSVAntgdM_uT8N+ly6e_ zJ+;?<2i`xlt(dR#M|;lkk~0qMdv8W~Y%~>LzjW#kzF9}xKf3>5d3RJ}U&HzbiZ)I8 zj{<G_<R8d?Nd6<^Z+vdkjLAD^_HW(Dw{7CRvu_l?aoj$4Z-Is7nZ6D8H}Ky~zjLm* z!f^eP?OoSDS=~GQ`-fm+&jinV^VILC-0_n8-)W$-M`w@bpNZ!r$_#zah;koosF-h| zvM;a4^5mlpPol3yyxUZBe$#28sVth#t0ugg@@{IK%HN2p+q3dYqsybdU)10-;65I= zt1dx%A6xa0P>CbDH<~(cG&_2v+x^(MVcJ<SxzyV;rhk1oYud`DRm%T0Z4OMlxbDpU ze*1>!0*O{N{Hq_P)l5kHW%_2(3$2#7HTLp}y~mDyR|z{5SvTX_lH@0APg-!UZ@KxV z;Y0Svui4u+#C*&BGxtMow{HcnT+;8B2?2TvKg*bNxxat-y^zW7`RgB^zqG=*_kMA` z*T!@v;qpW8L-zxCZW{KBI`W=-6nW!F_@fA^<#FF7)(XvCGym#=)jycaWc3fcPtcsx zDA>`l{($l$riU}k!YlkHuY3}ASaSDDSt;ebr-~1`-oBc+zJR-Y!}LnK*^Tvrw<4dP zIA0*=m$v+eO3d+HA7$J&G$_5`HEX~6DB_#S(SMRZrX;<v`6GGgkn^9qx3>4pjppxV z*!jq`U`m(?_nGwOAK?|<*Dg=j&|0(QnVoXTf#Mq8InNZuQpG=Le-pLgvtJxq!T<Te zZlA{UI=P1o=Iv7CRR1t_%QC|ouB$%<{j<E1CEp;td+Xs_b!V2nPn~dWseSkQ4bl%B zqx9nzi9RihI(|!Y*7|mqI}Y&<LVE?f{_el<Yl7!x<x5h#+V)+3yCshAQdMD3STDb4 z9n-l>+kbQH@jiZA?eyZ5pP4@_d*5eoIm9sK(!7Z-_b++AT~jcn=DW_F(}HmmFX>!8 zlvWXVM?ds%UM|<#*Vzxaeki^<THdn!f$GwAt}9p03pB00b>)<%=+nukz0{|Qi2Le% zsa&t|;mPx-yNY8r6(9Ohcr$sk%uLDTOP7O!-<<U9<osA@wmL<S)$f?due-g9k!Sf= zI_;}|cBZrH-d#V|x6?&hLS}YJ>0b|gI$@z&{JNDBo}K!?XyuGqr&g%ldaAWzR)ogy zyPK+39Mp9${P-vA(fj-Y_SCP&&GVB#IPIJ0xuoZ`t7*#q#fu%o3{`$#J@!@B_Fn+= z*6Z@};qTYQ3z}~f`1SZvXRo^7*^=_F$!VriJg2|-zfMo^Rat#y<2$zfv!3Q%@C~S( zx4(AhEtCCM?@xGJ#Huc~Dq{bcy&<gSb7#FV4q0&Th1=FEt0!ITy|a>^{oUl>-0fA{ z+}>_5dEy=MF795P@9I;xo2%qC?OttnJiF)XlE<@kOy@=2-}N*o)9n36YpYb-+m|=H zhP6N29;a3MGSk2#Hz0P}b%|G*OV(|F6;~oMS#j6TUjb(v*B1Q#I_bjJO<Bd)cUo7i z<Gt9@^ENQ?AX|9Fn~2ngb3(~~i~PM;-(GqxWq0#i-p9W#FHAq!<}pnvJyvgK#EpD^ z!@W1>PmxI$64Fl%>p8`9F5vpk15JVDi}EH`i?udt=}$g6Da@RANsxb7h|~E^UO|i1 zJ3_o;{VrcvdFz$4?YGRTopJG^pWo!|e9m)W%WnJMUp`Ix7SXACzK*RVjKA+9gYr+; zxUWA$)`$0VubihgDQAt@r>DZ)*WGU_l~0dVQ~2%}tR2ejr>!=Bcg(Lf_ryaJG*hqm zevUr7hsS&K;RPbUo3yxJPFmPK$&kDB<g)Hb7hfrwx4z$e>}O3+)>-+#s<(|V{gJ&K za^{EnBhh6x7vAt);Pw9Yy(MWM@0OTp#!sg%-Xzh!tU+cSSLKtHk$GJ^Si7UYGX3hT z?9HoB&rqvPOj$fD?Eb0Ekr$psn3>O7v|(@BmQ>rzvleVueG=KTA%0yESM*|rr*2o} zW@RorXfge@{IyQ6Yu;L}TQ67XGVfa{COygOY<XqfuhgHX*Lc5pn4%whm|3^Gy6TbM zWYbGhS1(_FF-^MK$@Xnv?&YBEIpyDZE^uz#xBRsHE{orRxgYlBY%R>5z;?0mvc@LK zD_?hiocHrD*S*Voc9b6QGe1=w6?M3TX)XU%)@I?eyQgz}*zLb=_hQ|huX;>RXXUi| zpSd5u@Uix^$+^$X=I<ByzcKXwsoW*`_pWJ7UFH7FskY|k&a?6Q9sea_w)DsRGU%>* za&PVbvxh3IzU)6Lu~qV|ZD`3kvChrThI8*b{%G3T$gpPr(iHjm{!v`>#pgvWbNRWa zqt-_=F<3=0^tk23M@Gztuco?Pvp;>tO!DT3B;l|rxtCgR-b|Z&r9}9#u=nKb;~y+H zOnkwu#AiC?oboNVC4!t2WF{Neg|ZaSStwrF@QHC#*u%|AU%xJu{{A^~L-UJTrMxNA zB;3w+O_@GB!set)|M4SpY+hM3Udiq-6O!!<74LnuZOf%cQR4G`7u~#a-puQ}u&i3u z{1@Cx6W`3@J?iqg!^y?k&HKK2mS#=aldjCF`pwDA^JF`>PdB@I>!(jvg<9wg&u6bR zgQm{B^2TTJtuq~G<7Qbc;N2*kxOCf<lx1O(XR0Tzx^-!L_U0SaAuC(vGPJJf)Nm<j z$(ZrNMDVQL(!DO$ogrC{GcHBXK3wPewdy8gtsifk;SZr^eZz{I51!6Ar{}QfYshoY zte2h%Z#-4k=iV^V+4y(bU!mK{H<dTaPLmayojy~2V~Tgt8l9bGoa>d@uTE@!l`*CC zSje@B$6qh#&EUT%FwrfgF)55ux>G_W_?5~f@2rkzg1O4K9JkCr;dOiimyzyIp}E^4 za(hoOm4*53ELyy_=#r-T@hOv+e>E~$V(Rkwi;>;zdscDBmtBZ<%(v85*O%wnttS2M z-&NOVz1?T@^^Mp|)K>AjhV`#C`mlK8(_IYvMb+H&cj&ggPL}9OoY<N8{)rLuDIX2f z#7Ug0Y9g~Am_FnZ=JF|+IU&=jjWgND!(8!fONg+LuZMwRTziLkTF-HlW64sF4SPS% zI9B14Y_rTz?y^LGCPCpNHcu{1OjF!`M{=p9!2@35y39k2s`Cm;^QL}Qw(Y+kG^b^| z;97MqK~cfVP8%1!*!Jr!@;jOqSSjtEo4eJ_jyX@^mdBP}j|aiZn@+!6@^!_eL)#`X zZJp$_ebS*a_NCPw--JH~N<MyCz4C6ZY3P;uYjH+TwGU6}NL2hbbHj<2R<#uEV$S_) zzh=D9xOmnjyJMZ&uC5jHGS~twFN(BWNwn$J*~)F6s9&_}?#&5)3nt9;<Sx(Z3cY#U zsAKcS>cew0uly^1*c58QR3pa4vShXg%Wa;Jg_jT5eMpddn0Lsv<-gcBJHM-C0bc}d z+yvb=D8(4eOQ_u8pcWyfr=gg^FMj1!9bdIv`L$agvOYw7WfN}{-!81jQ~h4Gu$%L2 zV!mzT<(x#P9S;=Kb8Y&Tb0^5ZOlv-VKxe_}oEty4s%s_O_-XDx<?Gwhx~FrW|G6Q( z^-<h&_j|nOl34@Wyf%G)yU6+6;&smF!nwNU+P_!vRlR3<rSim2p_SjCOY!D>pR|4D z55fGUpMS@3wJB*W`*Sv=bno`_H(h-L%grr#-<qz|$Wworb>8`$=soK>iu_N%TixCh z_x!4B;2Caf@c{EB6{1hY-j=eh_#C;hZ~d2Fb9k>*?#)ZT5gDDZWkmq@iWKYg9e!5J zC-Vk(eX~5h_wwAyU4B+~<MtabpDa~%Z>Pb<X&JLGNxN<jQvCWa?$zGFSFsvj{iaoQ zFO8djWw!p;XP$e7m)!dpw9E8r)^@c>;WdR}tFI=Bt|@Wcy3BoR;?jWopD*i{$?7!C z<6_HCPxzC0)<Vc&i_tE(Wveo64ltc9&04B2Fm(&-E0K7It!A~Wx5|HPToAX4Pq+C% zP^9hcH+@MmbK6|XWmm0a<k)h>GNjC3WZ}}Oi(=Lnly9qJlw>%vX7~H^eTfDU_pLm# zOV}RlQb<{|zVOPDu;o6vIX|pDHKzUAS1B|7!#;=0ZH!#~%atZ=c3PBUoLc=gXZ^g= zp745!jJ(kDe*RTUtrqw4vt6m4{WLp@eMWQY4{5fDWqb#(F)ALC`NvwdQy`OrjoIXA zo7~$xzDvz9vL5;;xi+n1FPe1qLUQf0d6VDOED2x0{L-?l@$!XYt1`(drdL&e=Wg1+ zaK7HOU47CEE?;<Aa#+=h`3Bq0B~xc-XT3dQ7R!D6j&-T-)pV05A18QCJRWec@PVP! zrw10!OaDlVhWjkd4Ox0N;O4L1uInKWck8eEaCgb0-|`h<SAJU0er<5!%B}p?T?(?N zc+YGo50#!caYpD~?P`I(PyPz?-We2@aQ2m7J{JG@!_CzjDmX(q@?BztOm^s(oSU>D z%EMRbQuK^>MR(@eYB1QPZkgb4wA1k7kz1WxcXcGiiL1Uee>3Am;qQ|0Zwhvz!Z%l1 zwEp^A?HsXv-R<q~E;a36{q=tJfrsyN4C?zN0zaEeUfH`Yy8hZv=@-{|8L!@!3DEvp zU+6h${<_V)j#}EgB9840yq3RNaGN>H^`mm}-+k|15v=r{x#Yr1$A!wxPS06e`M9~} ziilXLX>4iK-cqf-rBr)MzV?<(?Jddg*Yp~nE4J?ae21_3zT@q5Nv)Dq0WUljUT9l) zA#dFUL&t@8BNu*db-KOFiJj-D^*p}|a>|8MW1p!U-rzk?;YY@iT?=L(5V`y0aH)8= z`}{olKk9P6JAPpqb_NaJfyS2=6ckJ>&EdOROh99TAaT%WD|DdGgoG_a6ZYpFRuDK= zKJU@7k`4t)BSr7fT@^3nufAnYu#j2u%OTz7$6M|rUQ78J-tBwOF0a1+ueZNq^PdM9 z>}MV@TOLzgmm}ylhpF?jWXy)j^|$iUC%5Q)*q|%<d|r)6RP!I5N0Ta>4{z>Pw&P@& z@czvNX5WGz`}n?J+pz3QvvClc>MlN+UqyFUd*-LPP2jcrw(f;u{_&>2mixA~6y$w< zDR<JX-P=g)=7km~?W>L7_6d8uo4-wX@pkjWPVst2SB6-wDt{lgs_wnu@pWfZJ!d<1 z2gvic^cyanp>_3|{^{d+uP}oV95kTdQczGZGJ+pmYeM4QAh)3K&>(+p#OOWb?g%o+ z@J&rEAvaPOnpjvW7=o^)0Ph;nhnPz4jT8n3;PG!_j#&i{7YBiMkwAB-86qbu#B>J4 zKmuEY2m}u9p?m|#VXbIG`QW&L3|kM;p?q*;A`jPtGc9s(n_$@jWCEJIgZP`!aJ`9{ zIqIboXTzg&V%#O?S*DloEvs3pzp?mIirMkkYWFrvCqGY8?|c33=GNH~m$pvc@mxjI za(1ls!ro5dOAj0_&+=A`)tD+E6cidD?|AC4%<hR!6)%}rePR$2;`dm=ZzIsk#i=O3 z?|S9g@8@sw=5_}&PE82k{rRu){WJBme?FHvCYfBCGx4R5$g@wM_wW9^cyrH3@1D%# z+|%_tF9z5DVom<F{-D&nx%S58J1f2#B`>TxCS`SQ&Tb>?g6*HxC3g4Sf4kZE=Oef0 z`tk<XF7Z~Lk1Q$qyRgvy$>a&U&!3Bp$|%^;u!m#kzdJvj=6&5fU7=pQs6=nS!TH@% zxhL!!be`#-J5&C2OWKL|4s~-gH%xxnJuxyO`tTxiCB<`F_8oEXUZX0P-KqQP&0^Qy zwHr>nY0uYdOFuY2&D`nouU4&iWjpri`xd^e-z2bje%ZWi`P3b3x^rZcmIeggKC^Ap zi6Y_056oXZ+cqUFFZ;@^vx2n?>buP@*e`m^D|+}YdwfmVi`GLY@2&m#?Zy1B^A3kE zYoDh-$4BD!tt`{r&kN0;9S>?=d3^G2YxR2;^KV|<o_x7)?pv?!a~hw%>MW6U+udrq zc=^P=hr)ge&U?=NC-q<LTids_7nOe<u`9IQmRmYC>CnAr!FLY-xcaF=`&j#`$FJ)x zO7@(;|0MsT{NvwcKYz>Z+y3*d`?)_$`2Vj@tCy00Tc3O2|M&Lt&v|9-cRBAT>C~8i zVM*35UVHstmC2vkS9ed~Uvn?k(s5JDv<Yu!OfGGmvE!tax_Zi!6NT>YjGmNTpDnsH zx$nxOpYvTKr-*Vr%TyMdd}ityGh^=?tlOshdF6RNJgc@et#i?Y_s>#RJpXa2EG|8r zJ5utbmEp?ccUKDgo#~NObw3fq7rS_!;uD31j@L!&4xAHzT2?YuRq=Pmp8gr{pUE(0 zdsQmFF6wKSb4)I6`6h7dvE;nhyV{;`UN==eZE3u2_LN<!8~ilpwWlUpKR>Zy<}^WL zUi+AndzbJ;s=X0%wXd<#&1lgvW8!`xza+=;)m}rMTZ>e@0v>#CeOyp<>0^;w-KkO^ z^JiR^RYwlaa9lU_t9t5<Nv35<oV!C^wU{pY%<kAR^PKnFFKeE#YD{=|Z^@dCEHif< z)Vss8@p4nxgvIl`Mf4Z@^hSA`O3#?<`~BFejqA6*JL?*|fy@5@i*#MJQnb<MDdM8~ zX#qY<4H8n0dZipclg=b6eQl=RZo_U#`Q6*fg7z+ziMkcAT={03WN~$}=gowlv!+cw zTBD{Ztt-$v;p;cWS$ql0VsAQJ5?R9L;d!$qbylbci&8*C+|7*YMNc?yb}Ud$-E3NT z<)ib_p4+<8X=hrO<ZM(^o7<`ExLnY=e)X&RGoK<S*Pi(}d)9;lHBn}&8RwJKm;bH$ zm3?6T6WJ3ja_24WSo!ZQ^FE=!@@?<T8DR(A4E%x%L{=PcRe!vpUS{w2Wm$7se)Vjf z)iF)?<_V$aF;7=rO|rYZ$zAql$}-omyaUfxHz(=q+N{`r@zS9}+a;G(&)4frny~(1 zo8ydI52CY`G;iz955C=K5xo22r_wBIU3-_@=}+5N-c9)_n8kZ~{lc=%Pu*A6-uaZh z@^0eHsXI=0v~$c>QvF$6;xK7b`Pl^b(hp7sGa`&{1k3J`;K|!KBgf+p`@h`Q`sjq| z4fR)!J&@me`+@vcwLgouN&gF!Zm+-c?SOsO{D%4~dF}OAqNYiN-8RW|%<WdsF*+Ew z^2o)_8S9tn%=9^-;`h)`rlD}7pV-+y3p_<XPULCc^M3WRY2_#8?yZ}#JzZABsOW=n zw({o(1^ZRYw5!<<Jif_3^+AbUh~?MKedQrP&-ct|uCvcqe_p1@u;Ir;w#Ok)*e4fl zpL)w;&Xj7q&Mw&)hFbliLspNJRFA!UqCAb=dud^@%+f;#MH^3b6>Vt${LQSTL_l?w zvsts4)72jBS!=cm8!w%rd8B~zHSb+-!IcTRl1}_HoT@@h+|=i$`o1_6ajoi$Z{94f zOcB$YAvwi7?l<=Rx2Xy_(^T!edG8|4QtS958`7ThCiHXN{9F9VfcxoP8D}Hk42kCY zj45Jkz6+?P1sFN65b|)6u-5)_U{%CKn=WnT5A(Ubo*v&d;dkv+3yv>s)u###+65Q= zy{ae~`Z)QSh33*Xyy1u4&rMN2(`Th=*rPptjea@Trqz?0JY+5%+`7Gb!k+fr*G0>G zZrx_T7LgPl^z@?gfxmj;m#mwdCN9$GJDGO-q~s2xqZ?*_3f{xZ{^ew~+wz_}wu=|@ z&;7kZ(m%4u;G;%srZ=Ce*M{D2;&Y;=ceN}_;WEy7YV`K3mtRKoEDIgYIhzx%^1R|( zH-YQp{ToLf&%d@$ReyyG@9Y&$*<~JQbZ^ga&6V{Dd1SzrsUc{5dZI>kP-&Hn-*$F( znSODL(`z+%azFq1vh){!lI6W?TIJ00o1Vm(2#ajjVbVEPFg;A^Yh?Gf4RaX&%-PzK z#9AN$y00SY(JFQJ1yyRDlUZjd@ii(RQ7o8Z!O|CbdPS8#qc3w|>%6VgDla@|V6D~r zXtD6|k>D3BA4RM@ZCd9k&ow*n+*7?Vc**1jcPq{(oyKehvn*J+jwlAG@HI-NhD&9H z-E@7?v#I++WUBZ=eU055w(H+0eQDa%eZewSe4*u$ig?q;_>f65j5hKI)ES>^zVMQ2 zEn&Q#F|*jP;mFTPk3JYZ7gBq_e%-G{ldklfW?Ui}&!=!ve1qT20@VhWA6^WdA3_V- zSHIr7M8$Q#l*6L^G7gLOH_c2vl*G{a0d!%->j!cx)_vzy)%<17?C~X>+2c!oV%p3P zZyAIhMlp1Ln6))V`jQs^>X$7&=REdWZx7hnKDlS={VO*+@Ba^&lO^@f`gPZ;?yuqJ z|NNPL<=?lp_Ww$je$JQQCcQTN;M%qO`jg^P%2FF_@8+#3`S-ZF>~Ujxs_l^*NiVEs zAA2wG#P8bquCAq@Ic_hpkjhRj{3g3#GOz3^cK!72%RekRwZHwgsm6`ZcB?)0OAD`g zC+xI4wV3f$hlYsn{Y&mAEgszZq8oP1>hzDhe{QL~I%azOdbi~M_9f95U5`00zRp!~ zjE(hu(7U4KDc8T>d$M}{sSB@nd^A4&FsUWg$l!T=w^{CDEG>ReGYa0~x3mPQ0C7z~ zOC~@J<c<?)Z4d4y7wR>C2lEaq@U*?RY3+ZzuqmxQE?~*Z-A^`@X6<5ENC;ZOI>DK* z@;B2;t4#I{z5mbuGPEz3pIgrP!<_YQGSllligOM-NhKb*SXq{Hz+&#a(7j)mC_R>Z zcir;gl}hOuQx2@(X{jES_&x7XLp2-2A1AhxKLyL|pVw8tnl4da=rrG9!#37tv;N;9 zAH97!_8e+I_hg^<YsKXHuG><Av!dk9y{#nXEWYG%s{h0i0bP&m=(c-*UYklAM%0EM zc{2N?mts-Erxw%m3k&>RX9n#1wP~67qBpDFExx7cHs|>DQ%N1ItDZCNy<PYn6jrFK zpG-g@1PV1!|H;@8qyWS-0WG%yF+hQd=q}(qTfxuQEzr@M;wvk#-0o*I@OM^#8}rDm zdqd=;h6o*^I#UEg3U_zP$P8=)dUpyGRgg4J^X`<X1*l&G>PikA2Dt&V0|tr_<R~)1 zvR=vrG~@yaDS{m^gV9_6{v^GM8ol+eZ1mQ@(Odtfjo$h<dh6flt$zxmxBd;MTmQiA zAy6Y9)b>ZZ_0JU4xC4oU8voEKC{t3VphniMf8d}21s5b3VO=Ow5~rXDU1SGp_7Bxt z|G=$r<mS04s2>3eGf)!4)q`>#D!2ZDqZ-n&z<2APAt(<K@-!$gAoF}Qx%Lkn@EF(r zfpa`c{J;iTK=A`B0w8@X&{1`Sx=)4%#wMuyP2N^j*MzuE`@eG6_V|U?FKsfc^xyN& zEm81QX>sRpDYE8gF?Oivxa+WmIfbW7!iTAgt7B7AKxcnpx|_Swx<<ySv-6Jd^(%Jl zde!4BBQGr*`*~(#VaWsIH$DB4E${Ac&tq?iEw|hK`}gDT=ilF(WA)YIzSVNSxvO?v zb?E7sl%edoL~r-fjZYU}wvYBqv2!^ht{Z)MS)KLUoBbU*c}k}j$#1(;;k|z8Pf?|G z>4`6&Nr&J2c=%Y4@$QR<KOeA|JzHuz|B}DIWfnbbUNQShPuG^O*B-m*J<#0$bK17s z#acfvYlJU&6Ic0qliMPm7sa{`md~dhyB)2ge<C{|&oMH0=h~G|@2|6b>9ljQ##i$r ztsB+$Y`EqW`rD#=rfy)|%B7P%`#h(lOib=ETALQ!<J~@EdX7(eUeWJ4@!@mU&v^T1 zQ_{7cT&rB}Rq~zOF=@}0Jy)1idQz;Gd(}QS5w7)Kb;tckM%W)?%iCAn7r%5~`{m!m ze7@)9&vMQ_ynE@queI?vZ+4&G#&$*ZlQK(FH?+s__dclf<ePM}qa=LZqk>zL7wN=r zK3`~XcH`NDvV70FjMgpHc$s{;a@VwHvnJe|o0}B4?Sty_HK$_wj{V*e6mt4*E8pFF z>Cek{pSIlKcyn1!_%|(gk;z6Gk~1cs|FpSgU87+3O@>sly}!F|w+EiJ`up_d&2#I+ zo6YC=>B`@BnEJeSwZBBC#yY#RL6=VjpY~jGEdKBgp>4YsHcDOMj#>9{>0~v(4^?ha zr(!yLZU!0j_Up?&l$w`VsHk}U#GlABFL&g=E6vWIZNAcP=i6@w&PdwJh*{6CJ-yMo z?|$v$-LL-}ervz~r}&M|?K#)?yxKQy_B*M%ps2#Trj1V*8qVIXzc2skw8d+0wwuZK z&b9QMBX(&0$q(5^E5FPLE3dvZZOPo6?Wx;y(?6ZwW}b7cb){ptLH5F;<gCrBEnmAG zjXHPw?BtxuGR8lBir41uN?!hU`XArVtG9*A%73~)>;C4w&pk?ag_@Uh%ZnXof0wt~ z*;8`%q2QLq!MjdQu{Ll|E4p@~r!jG6rTE=x1yZ5&zO5BwS$;s3mq*#ZH0sQ}iBn$b z%r;^AXRzFg*M6$6S83JWJzxIb-d?({_J8w@$R&?o$L<t<*5hvwe82zu(Y%h<Z}tb% zHsyW$@=x9FyZ#Q<w&yFJ#c!BYc&z`IVD#h86ziG^r?s|9#}&Ol|LSa=_rLV={k!cq z+n<h_8#_06?rww6o<H5+-7PBbyE<p-C5__9Ydkw|#m<eKn|ikVdHS<-Prdbf0`5Jk z)B3$~&hn!2=Wot!T^6{`IQ*>a^xbOT_uV;nhrej;&O_SkdL9ZF?Yum1((9J%JH1qw zBnmFnWa1B;VlVvg%)F+8D>hxVI*a@(&fS}vw~2R0Ob(yVxu77nIoXxZM8)q+=h)TN z6?yKmGh=w+z3UrxF?~E5bo{r}s_86Mn&$V!{dC36T7r3&sal^-UA_5EiZ83b?srN5 z4ad){7H8R#xb4lEoOyH4Jt>jmy56>6#`Ik~8xK#Bm0uzgkXKXi>B&h)!9%<{rujip zl4;MJUih7okMCM=bjiuI?i~B@7jLY-a^Ih_EMdV-so%+JoA>>Dcz@kIQ@d|puj-|B z)&92F{CC^(PrI_$=kI!XZjSxFuSdI2D|!EozgE5Ra>51c4Oc4+{mr6Q+{}Ac{%LK@ zp{Ufw%H}g>Xr5YMe>2P2aMSG<3fv0YB=axGs7(@GlNmeh>6s<WIqI*K4kz=9Za!ky z!n<M<llIn{7*5kCPnXWp6;^*by?6Sajpyrrozptz?RR3{xmy+gX8%{ndB76<MC!%_ z7rtL1+S^z670tH2{BHC4?e}y3&%Il7>)@G9-g*<<Ez>N-tjnz8%J#h5V3?=6`(~n{ zDsOSbiM(=)MQ>bny(bx~cuw09Tjs&1r#{iO_>1MQK#LP@6Gfxn?E9;7njv5c>$jQP zR5z+@EL>`-dt29CXOgP+(n<Lb=A^61C)g(#_e`7{@%GQIM6qM)Y~h``-)fv&ZxmfR z)oZK1_D|jAsdhi}p0C!_)D&0Sb)#--?X<tSztzixRhLO*pKsq=p(H)us&0q+)TKuI z{{7LbyT0=8@8tBP>d1%JFKvFl?!VeM#r;jSqS9`il9N1SxXLE|%=w^wqH|WtEr&w0 z`KFt0->mwkQ9rkSP1RMQ(ym`M_fAyA%+bAa^w~y%Tkqwv{N1a69{u+JSK@__hQBqd zyKH;6XTPYGeJ}l{cYn8!jf{KmhMQmRPx$-){Qu3zOB#xJZh2a6nqJiLNL?==$MsK3 zhVY#F#tA2UFI*5lcKyQs4S_yOIjp^vU*zjd?p-`{#`k=K&($w&{&pB;Fxnoxq%l9H zME7ipQA*7hg=(XHYX2-_UHdQf{WzTyTw{J~`^DE^%p*RmH(G2oi}z>t%1*oKenAHR zf^}~G&Xn+7T6xB`_Y32_^$CZQzgYZjx-0r$dP~{`wJ+h0b)Sy+A3Gl?Xsb~^i!De0 zqVkQcXFjHW6zzC9@yfy4kNl73C++9FwE2ro&Zmubm26Khp4~FD?u^mW>l1$q{uMqt zW3IW!)n&>TOeTw6(u(qy-7@=LQs$a_CJ9!;`;Gre&eWXic5s>K7t7fv(mp;<sji9o zqa5Y4_Y2!G?R$2W8~0q^Vi6|!Kk|>Ll%M`)m9h?5)2XxM?CSmh%>2<EaWhVez5h(x zyrm`jvP;ch-hZKA<6OghcEQgJf22;QYJEQRSpI|0zIp4X-&?9}c#AFKw%={f<2^D9 znoA`1{nX{X<T>r&rkkcYn$<0TTW|j?s*9-#x~0CiUB6}i;rnu04gI%XSl;sAzi9hQ z3*&|Vg~HC~C2ikSpJJcf9P@nn5A#i-`@;W)+2wya#+H2lSo-n(O6I8-`7>m{&3Aur znB(o@_{+b)i2u^AJv%4IC_C-^gUKZm<~}mBn{@u6?jO#7GWCwLbZwPnr>dU{{dD%z z?N9E@>J4(YnnWc%-<8~dG_GT>aJ}WfzK!d5KJ0z@;e~BS*Yg(~d%N%1FY$j-u2gs7 zf5^6uSbp8LIo#EA_8y2!e!oHAz{}{~#2T&jjn|@o=6<-W_D`Z-=2rjXx6kE2`u~{! zBYcvll&0^bFz@poyF{k`T55m7@1}OVX8+{pC%T_lq%FHrvNdyG=Jd?|m!g*?i(4yq z?mYU({j}QY+H3K1^{xJ|H|#P!{w0ECW40^k6vTPQEO&|Tv+&42xOjit(dI9zX^P!X zH#*&jJ-2MLm05S}@o5{>wsqb;FPCbc=D$hyjcX4>@&mCO?;h9L%{Tv~RwuuIzWtH! z4{Z<Je<J^Zu}*4Q{{)*!{!;2^r-*rWFAbG&p1mb*7yrCkms`5B)9+2SoBU5>?y)t! z6V^|-{j~Ix|C70&?0(8#=J(nD;BKN-(ktV=$yVuB>Cc|&6!%rG`Kk6<@AG?|w9_iy zd!I6%uAa6(DmsEsyXonxrMp?rACcPA^!}OTC$=&v(VafaM0)PDSI+1U{TRM#O45w! zDHr)}w|(~c*xDRDS?%?K?Hij-Chm2UJ`;1OQjI@oM(r8)r^$b`s^p)CEZY+tm0H#P z{G!|&x4C}=>`$!9kYE3R`)9C)pWmj~5}}WE*0$&J($;QipPLq3ux;u_-Y;_Ho}X{l zh6vt2n3{ID{iS3RYf1l}IqUxa-mRd$y#M9r8<#gZ@8kX*JZ0X29y|Z}o917ROzWC| z=$%@kdDaoV&kB!fjXPu4GrrDYzLu<3Heu?s$6NYm7FO#R`%k`pQSw*$uRA3Sf}yQ* zziht2^)vJ5_m7(@48tVCB;Ov|mA!2B#w0%_FTTY(UfvrnP2MnlN>b?c%Susx<;mBp zRn{G!-*sPlzjB@SU!fbDb9k(~^Vfb)d@l5+JpaL6H~CF#Bih6NzxQjrQS@rD{*2k8 z8-mufUtVUq%<ppEWxLDzKKZkcAH4nj;^dAO_Z4SNHfT!y!dL5f-$47B+T>#wSZ-KL zZe!0-<@ah|IV&}g``R0gH;+S|l`~!SXFu4xe8W8c<lH$2?KZa5IWq6i?m5sg&2hiz z-zx{tn>*~1Hm=a`UXW&4_Ezba@UgjP)IOWNxP0NV@Qtm%5-uPA!d_vWcf*wJw-ax4 z$G&|FUuRgF_$;cr)+~9$|LKj$>?QFB@BcjG8JeT=Tm6Ak#KMzPyq_++Z|s+xwE6Mm zpIk2u&dsoRwY#7y^>S#A=^BrN7UwP(#0aV#dv>s`e5T6lH|A}k_78nO{$9Fu<J2$S zzbv1*OuinG)lndPNo#p*s9~ws&nKHYg^x||)0V7G{U{NC@kL<ky{4M;Cu~A@Dw(TW zYhTuVx8P;w%5zgv+G`^woy{_w{o&)O44<{>RUTLOD#m`RN;{(=mg=vpC8fWT<E7TB zW$}88S1UUE?2QR(e!~C1dC9a1SM<D$mPa{?9!<Uy)xT<g?Bl@2IT!CReB!@a(X^`W z)`{~*pXR#VYpjWrW5`;&d#BsgNRPEwm#@!!w}SWTg5C2HJ+IDtwQR{F!z+_bcy1=1 zc&TioYnyY#BrWAf$1P3UIcxYNmZn!`WqtMW@7>@qohwUv`s=U7%v()wR#qN-WN5WI z?pfrj$;-X`KT0Zv<gU1Q_Uf*q0gKlOEMB-a>->y;ee8?<qNG0EoL)W6T#xfbP;$Tv zkFSpTy>>}=Ilq^?mdp#2-SPj@wVaiUukCdbJ=)jzJ9KY;-h)fmY$mcbzhI7tGqAm4 zD7#9&Mfmlz)fbMLvol-W=9#)mqEjL?sm6C+RG{!K&#SrfwET;Y`zreQhPC^Bes_X9 zJvDRh4u-U=t7N&E=Gp8ux-Fcu=H$zh3;HU{U5rdkKYyC`$k6uOm6qh{Nx^MKWyhD! zT-KfIc1}Qi=dMa|+tV$s^Ja2z#KtZ=G^v3-d6v$kWhbv}%rQFhfkiUlSJ9ahTzA7{ zUlsTXeq~xen`@5T*2mgTEERt9ckNkLxZ+sMgFjs^VMk6L4RHS5y64^Jm#(f#E;?6d z1mCbYtKqLBw^{9!dS%ocEr~nsUq9p~7o3XNVXyD+^WoYGH}Aj;=I3}-PHE|$<(q7F zP5erw$CfX#8IpBtGj3Kae5z#g#8KtF@w({4rK`U`itoBSHSV^JYx=tVm+wr;SU>yy z%GtX$7F;W9X{(9e{$NwkqS{YKw=JAAFHUyCrk??Q>E3SIO+_bN69YMJl<s7x2VKhc z8hk0+tCG8tvnF~pdsbHdS5?c}7{}Cg>^#SmgZr9!BUk!=jE$RD75UTX^&45CH&gfS z$ve2HuW!leTg#G}U%i;|E^v8yi<Q*kkG<Zut1e%@c)I-4Tv^?%3%P}*dgX7-TI*kL z(BWvZS(78oFVt3UTWVhav2ADKMP8IXO52_4sBlJdJzpqm^U;(u?Vb6rzitn^J0a-f zRMX2@b8@Wf;uG&g^qti0pJ!YBZqMX3hZVD#Hy*jzZ(JRfV-{-t^3Bc7ujiPA{J)!Q zw%99gY2<>|1s@m4D!dQ)?d1@6bUSa}(IV~_-XEnmUhI~9Ud?(g&DhRsu8Eks^vv_0 z!VA=&*>aoxlD+hKi+GFM60H^7DihUg<u_V*ZPloVYCCvXFFrGW5C2Tf$GyKE9rreu zoAm9$3Yq>_whyyizs~Cj3(orRF<7|fjYV_&+Rij@x0R31Gv(-X1fL4X<I9lFuztaD zf~Wc0h2;w@JSLTSS|7SB`sIU+mDk5~kMoHYQkNbtu<&U5dOlI-{Kfh0St$`;bB?5m zznX6vaP!h;houUoO=eBsn);f3O0+M%U0~ti#5ez<g5KK+^Ej<Vm)m<*%`$7)@g>+R zu}9>~zsDVyKb-Yf(tNpe)_u*t9j_eclw^v1ZM4``%d)|}!+DQhjLo@%#8?&0omV)2 zt~IFA=DEo=HP&Nh;57%Qx@?uZs=M}^&zY3<;2qC&ACD9zzw%7mJq6Z=D?OuHyQehq ze+d2I6SySx!OjQXOP@Y5cymQb^W3H03*np}y=waV+&0G-J=FG}n6*TwCXr*~w}K)k z|LTg6Kuxz8-JQG>MNT&I>$q<6npUuKk=zuM!#|^ywk00gr<?fv!==NQ(oQyUZ&1o@ zxx%6Pbi<UEnZ8DDn-r3Yr<DDAdx?psm=SU%+j=9bC{Z`}e<3TwP90ntFfnghQK4h# zl9!i6+3suFHm{zc^jGK6*}z|XUj33Q++CLk*y{>LT~_LQa>;JL@2s}4*eVI(4;vQl zF@7|+=X~UPlP)g@8M}K8ci5C)SWkF;U`=VlGAn~%S%X!~7u_#0XH+s6B`+<#qO^9Y z--WU#t`WTahZpX3Q>zcjTt7u~=R=9-jyonTG}BJ<7Mr&7aOTUl8P-YudTVWTwkn;A zzPMa%tE<}%?|fSgQAuY>;lgxo2XBdoRT9^=ld~8~IyEhIo*oc9WVrK^=);Fy@4^Gb z8rKLs&i`2VQ01RqeZ0^19f?wZraS+6tN8CVOaJ$e|BftruwSs|!u-Sji#ALDP~ReJ zd5-^6atPA_cN?uW59B|^tzwaPsI;um|55RQ`QaY(DH{E52NHfyPHgw)nI_Nu`xsy9 zl%|DeI^HbwnYH>#{DJs~?wahef4D2`egxigS3cO^u>0We550fcet6d?`Lf<OKNA16 z-KFF6^q+M#Z?$cN{KV8=Bz7lMA5J?M#}m9L#6HaONc@v(4emwyEqfzZ+!g)!Ok0!v zqWt07J-TyNFZnt7hq2CqeJugv@0cD;Iac0s+C_ctL+4eOPFq(lf2MbtYfIAFXe~_* zO}&@Xt}tzl&<)-lx_`2L4{wU~@n27)Cr+DqO3+q;_sU6mj?<~T{@WZ=Id(Kt`I4Tp zxYMnqCk6Vd&yQX+c3U?of0?C1pWU@)vj(%KcL!xROkU4?mva|)$@aj@Y+3A}(-E0K zM;kh9k?0Uph-%1STy)f7i^Q$lj!c3~N-QoM9TOTk7{SaF4jk3a4lO(`wgO)rt}qAY zE4*r4!M;eYql!6@A0)`;#0-YU0#aZ&3vxpnj|-=Os>2k9z$68)1`WnVEFD73flMGl zHYZjvG!@VS!&R{R*@QXN1^g7|upQ!T0W+B&nmk)Bt0K_sz{6z7ab!WG1WS@Yhob@; z?-2!%;HRy&LHqxkI{adM$-d-%!x!dD{2ulSf7zDEPpEVF)!ue5%>sNrA}A18w(;Mv zOZeUJ)_6m$TgBF9mN0fF5Htth%4Q`1y_b#GMO+}(p@i{bs=}^@7fg$|JM@?@rn2N& zdno*S?)cMwo>Uz_cSPZ}PrW%?4w_%kY+k>dvH8BQE!+O?UA%Sbxkf*%w2Xg5eUg&- zE4imvM4MYXRkKcfTZ82SX@~7i+nT>M^)=|Yy|Z``95BcKirXp8X_nL8PTM<8S?qG$ z=>@IJXFQ*=efIZR{WE;4&o-y6`?Y!J;T!H7w_Y$)zT5ESyn>99hjwp_>U@U1!W+)} z9kFiozYyfVx?V5oc=wHoO53(~<Z36?N$;O^@|fT9Ajx+RxVSUQ-kYQ{ggn!o(>C|z z!@tYjG!oydsGj0ey^(R2y^iY&^DDMorm2lyjz<?TO-Q;T>S(v1SLW3xffWK%*n?WR zigtc@J7Zeb)vBG%rS5UX6MSE2%CO!!SdhpWVG?7({^n`H!=R)2$-h?y)QE1JZcto( z;CtIt;fy-PgY)>c*$<YrPUTGCeRxRwpjbQi{jfiLWxAT18uTO{eKyQH_`G#$tH5mO zFt_HPhg#zlV_95TGi1*)l`!o|;Fvo9!V^yI;Dc^$Q;QUHmpU1KJmYh;tx|2mgCG{R zzdNV1rYz$P_S5dyT+Z-cSf=~KkAU7&3CFpQ*k4l9Z10-iwjrML_v99vbM5mK*Kz-w zbSd^j!zYzrNvyx8&esUn;um*cyP}Sx%sycShxY7(_&bZ2YD-TQTDtZ}%cWH@i%qmX zPibSi(mqx7lwzV9Yh=Uwo9nMEK0H&x)iGk{E`_Wa7O^{>FHUh<8e^;S$9uBy-)W-q zLUIc(wR|)DkRRw6a^%O>)WB)0L?h2dSm}1_hE7{4)}OlMDVO&;)x)#WN~0#PEz6z+ zyN=CNSxWv&&7*e{6V28sq(v^-G_kyB;-@32t;X8RvpxK$zpA+VM=NakciqLimah8u zwZ?yn>O-rvPa%f3Yx`b_g}j_xTN>zHGcWGh>dU%cyP0i!Y-L>5p4;vssmtLK855Fw zPHcbm7lT`W0?PCar|tZ?Fk!--b*59_o!XMQ^6BO5ed?UNOZUB(`@ZyM%-_ykKN)Mw z^8)lmXIA8G@Z0bHN9)q*;2n#%Et{^+EynZZl&;OvvUw|}M`tw&SSNNU&YG;~*4pHF zCdze{z~Q<e)guP(oR<0zCY%=LDe~m|Bvo`zrCm|oSn;~?f@{~ltXQQO>|l~`f=A?n zs!@kTLUz@jIOkJ~H#JO1V(ib7FuV1_BTyk|jf4`<eduj$$@_&hC4^>H1g0!n=$&-` zqz32Ao<Q*wBR9um-|K&xg#L_3iTV92`BD3_3Cp)}id@>hF0<^l^z>C(=YM@$7{6f8 z!lkEYvF7Jox^3%g`m4&n_m=Uy8{bXjh0i{=F|{pOQ|7qf`HX8J!g9-dSAR9R#-cn` zl<|M+F1Z~mv;#ic&JFE2$K({g^ndlNzl(MTz4*i(Teom^&}x&CtLp>`<K<s$3<}*) z<=N!^V}r_(0u5{Zh^Ix{e1sYATAQBVYxldsCr6z3Gi&MY<zD3tF2Ni3-vD357QE?) zY2k{Kd+V~|zA<jgUU9PXRfxZ6Y=JK4LaW+GcdTsl|1E0Z5RJ|L^UpF{wEyCpWw%64 ze>m?vtFULfSJ3P4cDeVzZ`r<md)Jb?*S$iPi=SP8S^aFQsu*`jYgW^W-JhK1sz{dF znnmZD+-rA}?@7pYntS5s41T#QlL}sM`k+@ly|sI_Q?!cq_Al2CTO2fRDCmEjeK@)I zwQ;<(WTe77{oIKgg@t9VhaNl}S-JGl|C>`7wJIE&vR58GQ6g3%Rz9s%v_!Og>de61 z`=zIPZMX0`oV;5#>+{yQ0+vm=juz2>woARJR+}?9TjQOO<b3@X*{N;&|83rUlXZD~ zNzUtl^=sX}=ZdST1m3s0!kMPDaPMEHHMJZmCflSJxTtqtI{IWcyXvC<%<s3pD&$Jd zOF>=EY6_a80!^_gC@7ejn;3&sfVifxWv<BcS%`&`*ygkB?6{z2SImi>a2~Wc_!x9? z@RGZ_T_&Z|Wv=<2{>H%K)3$}7=!9av{lAd8TbMr>e@m}7+Rvxoyjk#vb){(%OY&T` zn7?jZiHB}lUE8u?ZP)h|cd{lnepHeBZu-c`;&J44#{V8CO)v4ar@vLVF=BX-zhvT? z*`SNqUSHqQ`k|S77e^E5BDR%xSM!*IFJj}hdYXI3-}77e$DQmg+m85dU9#txsYk2I z-JUhVi`vi4n78oq|04fTL&>kYou$u<SBWUucDklc+`0BnTAr5qO#P|)OTX{+o;T_G z#|`Vv7CqVXW=+Jow6%wiM>X?DhMv<ml&fF>g&WlO&<%v9pwI#ZC1{o#DPWP;S%T&+ z74$(9)i@Uldxm&AhDRZ7wDb*uFKUI&Zi9DWYC?o_64Q$nuq+EUGct#4u`~kht~4|- zG=LnUN8uJrL&(%CF<UH6K~tp2bEbyaC;Y+wAaqV5&S1g08rT%;-bzzYbU<dJsk9gv zbnzKF##nv}&R)o2VG3Gm3ra0W`OOTptOVjVZ21i|uMC-KHdHV)FflR!?OuhZ!HPNH z`Qxiw|KIvOXQr|7NfmYePbzbS+ju4@s_-;^@Hjbh!U7XkCKoHl#li}rHG*D;PIGk> zU2G7#QkA_`U?Ursmb!6=u$*ewuZvOK*W52=->%WRmi6#d?$vD^#{1vf2@BL+zkPo1 z{`>FG-?xmcetZ1ayRF}DWxwD2oxxD4=px%BkNA@4;@7|D|6MZGV`ArzKd#!hzpP(o z^V4pkam%is_p|rD+!mL5vfJgApwew!^SisARY&J*gj_g$+2z}VNz<MkU4H4mVYfy$ z%d2Dhj;_C~j(bjNT%PEimmO{Uq<>T6CtD5veWf=Sr9FvfDqXnd{<S^3LMy}KI*aCO zY_HqD^sD{8zky<>{<>uDSJUg+`ml8?SE&30owV>pdrqBDm@PB;#L^RnZaevQ>mFOG ze8$@^ZIjHYk1OND;?~SrSr=#dI7u~BaebVF(XurLYYo<Na4OH#dl7V>^{`v~L_KHQ z<<~oI$fvAdn!RPBzHdU=Z<d=+@8}oieK)!rmiBnt-#+tio&RRLET0-5boJ({&B>>X zF6cAwJyw(~zd7cl?vK{}T_VZ~Zo3Uw*01fKV{*RW-l6voqIVp5sv#}8^Ww3bz`Dbq z`Ih$vZko)uSs^EJ&&h(@9@kQ0%~B)JmC7dVjudZe3p5QqC-C_2fmK@e`Bv72K9Z)Q zV#{t$EqvS_+B0>}#{T+0&))V-pF7QV?$(cq>;HNmYGeJ_|Fm#ho>syt!%GtvsfRDQ zzRdr8?UlXCPvbA&_b*(wJaviqvdT;5OPvjicTbvp_hn{g;Jwt8r8|s+gYLXs=QDSz zVYBDgHIoa)Qa{fNPE=qMdS7j4yE^9GxpH;)pEZZq?(~Yile*yC)w!Kv%9_TjW6tZG zHZfXyM&ovR%Ce=ISu0O@U)3s|rnS;3M0A%?P;l^*kgf5SrAD(QZ|Ye4dv|VfQog&l zOV-l!%!0XF<cp_RKUo`BcDBKJ+IfrLKVQzAAv#g8FHry2tZCtk4wYZr{-<QB$E<0~ zm-^qyk$&sFGq|>MsjrI2NAqPpy7{LxPMwl^EpNZ>&TGk4Jm(!+G#(%Sl^L)s={t|? zwuYxF>*ol@>|R#s`=Uhs|Bpxe`*$TiOjOgqD^_jmm*ab|_w=^Xyn8j?ivP8~_18~1 zc5d(YJIwm~@_*J?U-Mk|RzUT$jIyTZC#yZ4lXMI<rS2zKu={J3znrW#-ForIe<v8s z>#QnFvL@b`%Xhu~oUvYH*{&GLnhk5LOsBW^Pby7c`C4tCOJ3o<H&I8!PurKiE46)Y z^W@j1%6n6{2EQwLSF-m}&DpQgbzXJXf6jZI{7?O-^7G|--?g4+UB6qix@LRv>eZ9A z4=xd_+gvlbxHDTdURm38kKek&YdiP7{;|&ZMNm=9Qq89|lVaY@d9%tZP-ULZ?YVx} z73Qg@TThj<o_|Zg#6-_qZ@F${;Gb_(QtXprrtVmL@1dT*P^amsDJtbV4|_<)%~KHy zvCUhdH2KMd4P27pF;5P(C{DS2X|wvTHOo7v&I`S7r>*sA@yC;HoLgROI{fmBchNGH zlQt)xe)5)y?8{q{GV^oF^wTdxWTLp7x9m{vx~nGtNce=<`)-{Kt?iuxXXf1w$os6_ zw&~tM8TaeSVtr~aJx|)4QkQsnBa???5~Jd$?2|f?C6DDU_Z|KB^V4R#`B6XLXQjri zt1A3?^y$<}OAZ5htt*#LyKZ^7c2&z(r9Ec%e_nca(X#2MlweG0+Oazc`j(IW+Is$K z;p|;=vT9m=JkOMx)3c8yStlhWC$;M2T3erq@kw+~N>AS3TPyK<?%NBkGB5p~FFz^0 zKT4gW`moKK$0Bc3HJ4m=cDtK(eeb%vIqNrF-)a4{^7(4N<9oIoTXSqr<t^V#?@iO5 z++AX+_NnvR$8#Uwy{y@__nPI|y|;f_)t~)0>9gwh>Oc42<Xhh_TfWk=itoH&oYo<y zGcU__Y`t<RWS-Wv)GYIxTz+RK&75Oy@;M|Z?_sol)atxrk!vh;EZ#Kkd)j1hOD!ua z>ED|*CZTI&yn?llrSosq{$_GDDnaz|<&gE$f8USXySDhM_4{Mzlx3smhX&YX=QQ2? zRac@=maJ3qLC|b&>1J7W`JXBm3Zi+=bGt2g7?xx8r<LK_Rp*Ep|IIOPm=E_j&PW&k zzHAa(`;^4=^HcMqX5J7_i&?Tt^2Yp!kGHf(yj%J=VvSGdk>jc}Q|yFmI99IkT=-Qa zy*Sc1`s}rh>_4^tFyCE0{pI8@%emW+J$@wZ8k@t%z3}h3#&0}Z{P*1X7jMsFWtU)| z*1uV{VmI5p@DKY=#r<9Gk)wDmeFFcKCECCKytnyO@BQk({eOSCH(#4|Z}~PCPLuEv zv9Ik+@_xMBb@qcl!9MYhO>FZF{6hC9D$no}EStCK<$I1Bh9<I~znh==S+~o>eu+=k z0`~|j-o-k*`j#0>8rj`CCD*;ar{3xQBKFMiKb6}I_ldu~{X+DYwa$;ZXI3<&IsLQB zTIj!|e}&<{<eXizH9OTV%S>}U`$g}be!^krF9v_-{8ji@o^f_b?~C=5m_$1E3+#6| zx+V18mbpcC?dxwPruFN0>AU*yFXemJy<hsjZRN^|^Oh`6oZSEQ<n<uMyH2xTxLfe; zZMwt%a=A$I$vvL4vaH#BFK5c#^;^B7`P(J^2&>iG=Wd$YeP8gu#Kn1z$_bZ)ezo)_ z8~+F{Dys4NQyb;5_sgn?BNe}&uzt$B-4qe}NByICrhsjK>}QVZgU`0x7JOXyL-=F* z#!Y)o*yLt%+H$|lt73e<`~QOdAHIJ4TB3Wl_1W}D#>+Fs<?5$D|5REt_lsEXv5eUX zxz>J?YH3ddWS1@eaCU#7eeDsWNW0%=(I>WT-v1$G-;DVa<R<fZ<R_>9k^J*^q0)~P zz4I0|fAOwr_A`(ce!jG-%sBekzo~y)z7|iO|FC|t?5De*!auprHoqqSTg%S)AM4Wq zx!U$?N&j#1$-BK^_}g`F;r<KpFTIy-;>_W!W^%t>SJr0zGr+EU`zQAw!G9z(mu-oy za+FgKKfV1#{)zXu{~g`tni-ZPzAKsk=)BIolJ$1~mTg`C^nmo`2N!n>i27eNtm59g z-+lj5`;H%u|0mz9DP!KUCgJ<0_M66UQopJF7Fn$FTK1IsXQ_<XWBd8-bD!{kY+v}7 z<=*5!wg003rT=S9ncU{}c<Iwi!jm*zmrlMUpBnn@)Z(XxpL8ns$s9lPBlr4^XScrH z_;xdH%iPW3x5RHpzpW24)B0{vSGn=WqxVT7(L%<_f=AXdPuwCl??z+s=ei${4E{37 z{T0=DxBR>zcjb=|zV^GqH%-Ehr)_w@>2)Oc?Gt93*>CpWNX`+j7E?YTv4iP$t<8bw zpVICfdjD|t&%b{d?m7Q4{ikPt^!%YuIVY8WE-}1RlDTh-!!Ft6jLFwLzaQ9qd+FXw zoG*1>CcpH*6nQ3Un~h7}^y{bkPwjrn{Au>K_c!tm?>=32=3097<+6ii2hY8&{C4nL z(C@R~Y`@uSl%?(oT7PHxp0$6jUOdINIVoaY{LbhPF>4Mg*65#~a((mW6&eXfOOu}1 zojDw{rfYxDRFT7bmUNWeFza}JN|GtlJVp42S=o$Z8>eUPo%`6rwaC8pCi|XvyL0<p z-#@UPs{MXi-uAyu;+O0|^UNIfXI8yrSpVenkH<e)>W+N7;NJ25>KB9Et!o$5zR{W8 zk{`_)?VtZyCsS{CyVm2~JI>7cp)g-L!lC?R_sh2WecYQmzcAJc-B#TFR6e1;>yq+} zi_2erf0JG^@8+ZQ4ZA&W^v>FNI>&WSzS73mripXc9<Mrcl&@&@Ul!SfAMZ3pziEDo zvU2~wz(1#5An@u9Py0UIspTi+k7++rjYy10-NODlk2AJe^t0fiCmN>~mDq;u;;!zL zU%hMIv&%`lgm>TjwnMVsrmnokw?=X=-<wLauDQqWzLLFBY5Q$=_{Y4(-*1SmIh_6P z{640QN3Xcg-y{=u<WB^Ddaicv+--ZeF>jlH``(8B#_jJH9v8S+?_jdqpvm=%TCG=o zGT#|rz1~GdH>?@AvA+zvry;v^rA~j;#x(Z?`So%VC%L|C61-O}^ZKX8wPTiVgs)#d z|5D_f$4!ZgN-xS6%(wdS)6JtineBa=;1!)?>tcQCkL?J)!E%qSmaVFaWp|i-&aZ}l z9Qns}ce^FVuSooS;rjg-ySGS49SgR7eUL|HN#_mFMDwBhhi7<Q&C&R+S)jP)f{50F z&TagX%L6yg{K#3evP9%QXrlSU*Hg>$H$L5<B>H%VNAnFGDe>9N()W@k<!p+N4zoEG z{b=^m(2dbAOMgi|J2D|$%hX~4yHw9A&HJn7*knFx=_-7h{5ScOm;3adPon)YhIgV( z&KPeAxZWnhbME}<vnS6<O_@1y-m+!Oc1)fe<JZ1}-($|j6;bE6OvtNpUiRi|Om%Lj zM)j<~i#4vUC$0pVzRi*h=8sJJb#)S(%Kq>BJ*7B3A8%3#{_3?#M{?=)s*=yWQvGtN zpVQeV?%#jx@`~B%Yya?Q-_Lw{_k_3@(}L^IbXH#U6}yyuHdA|g$(6RO3$gx_vR9>N zb+1kl`MP7$1Yf6fXTELuw&9KDnNuI$-14-YBa<hQ`m8c5>uijF?}h_Yy0T`A&;Gi( zd8_Hq*4AFt#Xe@G6Vn%Z&dV~sn%;RK#Je|hewNlWsoIqiytx;v-M*IQ^sd@s@Wear zP2`=L+6z-=Nw@Zy$bY#u<7T%1^O{(f=P!esXRpsWJKZX)c-pH)H!g0BH2<B(zCK4+ zBr{q07sE7hU+z+$=2vSAlJ3UH-ukiZ*n*R0j!X62l-#CD#CI<byV8<(&3F0oTbq|W zekQO?ZT;aTmf2i~D=Xdd_ssv4^|h~U!SV}hPJK5qyUz3O<dQziY^9xT^Qud|Pp*(N z)qQwl-jpkiKAV1@@;Uv~Ogp`^JLc}3)ALdfDV;B2X<4a%Dbe#nv!Snm=V_K#5hjdD z6;hG`&yvoZ2)b-(dS#)X&{wAXTU{aj_dc>JGTEe`kBPl(6OgPQv|nMOXkn4%l?!#6 z`M+w?3O8~HrfNMCG4tDa>amyG+MZ7z=Y@r`H~(HCw=XwuP6*d`aj`DWdqSoeid@gy zZXR@rT;BRK(a5W|SB<}O+CFdH=5@ll(t2BC+S+Y8o-kiaO`Y)aL)<^_(9K3!(|wF0 zui0njd2YFW_Uo0i^W?8&TRSoDTbsRO)s&3+1v_&U($jo+y?)jx9RIAkTGX-fZ)##7 zhuZ8S!GCYU0`$#PS(b(#{F1p$YM0qWvt3-=|Gj-e3S$_%j-BV6a&%uCZ$zfwr`Xte zHK9MXUQe=CxuIQM8GHCoAK&%R+{+snOG|t{zqoAWBzyMakG591*smpDKHaS;chAm! zajC`aar?F>voCKmOA_$Dp~9lQ{FNO4?((w!gYV{A+uvCID6Kl**`Vk3*DC>~$;qCN z@-iRao+YMXo#(Um&!LI0H|)#VZMSAip3d>7*Vxa`-(L`@dR*azm1E~^ji6Mo95vt2 zmw$eK&c6D;#yj-QibvHiO)FX7GU;x3zx3^c&p%uW*KeN}?YKj9^ZN%qm)V_-3Ll*m z+;17ZSM$fY@JG_Q#~+3)4XSx~qHf-Pjdv$(d8L{1US{6ncTx_Ly}~-_#DsZ$8hQH# zS^dv%sjxWx{C)3tMdQphq4A$K)E^eil((Ci9Jp7%X6}l6;)Yp&#N@3l4|*SuuzBNQ zqCK-tcLIBaW=HTVhdi+i=?wK35-0eYzg>LqSU5rD?ZmRy<(V%YYL-lqIx%J5p$|Mu z)Ex>Zu)LmsC}Q5C^K76g=aeHeb*|WFF8s7qz0u2cRg+o6w`RYFoGm;r{Q_iE6x$!0 zba?MxqJC)AGPamYd{O+5F7<0pHN14;cfZoAr?cIaS4!3?FYvNoQYD}sJj=0Gp)YSc z^R~GbM_wONP1X^=<{G0}C;BNm;ft8WCRVN86O2~pG_?Gg=HWK&#lLq2S+iPqE60S* zJK=IgrrvhXhFLSNDBbPjp4!&@<E_QIj7v%%m_D>#N-ByjlbRTEbwA^;RSI#f#V<Wf z*q7+c`DU`x?bKmU=Z>xI!9rEH4l8&4mG~H<d0fbI>K%)W%t_8chw6OobtI>Ke&1^` zxuy1d+f~PZi!Z5p9(0YEZ04X9?QN^I(_ph+whFJ{^4s?%J*G(+oMGGH+T6<%x9{$& z7vBu5xR!Wsy_68cXZliXC4+dV?<_UmjX&~Ua>krAd8sb=K4I<q4PPd-Rt1!BeGL{` zXsY_i@8fsYIhRDX%(}!pqk&!L>0H70EHc@9FL7uw7yhWQEqc9n!Fz{w%$u(@&U|&i zr}V%IzK`0IO5~&7HT$gGGA(Lp=oQXeoqIS|J0@CexqgaA`r-SjMN4HY+-!NmjjlX% zouheZ)0~2;Hq~juo_-(0Wv7NIoC{yz@0``0^8Cki*=b#C7xr{LdBW|GE%C5Q<ho9F z7Q-2#;Gz&I9(Ru8A|B3%noW!sEYx9&R6bUJ(4R~F<MtocNxP2vUVgNm|ART(kM%+} z_m2CkiLw6Q`rvQl!9U6+Wy=3`-@5dDKK#dGD&q&celG1F)qAF|I^e%>kHjAF8l4{t z3m&eHn&PgUu;K5<4c4FuXa3(_>_$-+9n`Gr6(-Mn$}jR!{3o}GMC>278i^m=H+Hr) z$upm4e1ACdcj$-bKP+bP)Fm|RKhobJ@cjJeW{a=cHbQ=aYBLgDH~dZ9op8QQGjNsu z)xHnuKkZI6zc5bBm&^L@vgh!YD~Dh7Ka9I4rgz~Iv)(@z?oH<vue4e-S}gq>`;hCR zXZnwhbzeXE-OGFuBH`-Rc~N(&=+voGO1-Nl#w`keakt9hDSra<&66AJeu^y-T~h4A ze}bX()9*t?t&%%B3_A-8Z#8T=eX4cBwkXRx{+@g9RGm8&`q9^f`^d%PRu`%+uw97V z!Cm%g>jG;BdxpE2SGP3Ya$LP(_7<j#TrS!IYsD6cc7!QJHD+uTSUc@o*#w7{2JlRC zilP&Qxk=#AJplnlZpiGi!<FccD#(=cJ*O+of&4CeTMZh(PzQR?UZNt80*?X@cOaXK zq(G{}l*kSvg;Nb0%!|%AO<@dVbD7zCp%DyqTll~*Pq9RyM4^OxArlxzafpK9Ri_o# z{%mPxStQ?4r|_%s#dd+e4quor^1JMBeZdYA+_%czO0q(7!sLcIEKioOT5_K7bns&; zy3{m><%x=dI(yr_H1LIdjn|sZ8d$bLC!9BLs0{;6IA3Eq1cF<@w+E^TENeArG-x!? zg-<vu!X})#FQ&30PdJNnTYXsjRQiTT_xk0=V)5?Fb?Vf=M*LyFlKas*WAV}JL9Iu_ zCtiQ_;{2oBC6*Bpt37yA61iuv?h@R>vqgA|d<oBzh@HX<?l(WGnPV8@7n-JNJ@xM? z!=u~cUxrt#s-0H5ymtTJ8F#ncznA~KN@4!)wY4JA+_{@Cef6+seyH5E<<zOrk3}zZ zkK0-E<y-2TUpn_{zUXG*qi-S%Z^xh6Cc3#{a{S?x?B$nNGL;whvi7FD7kMkP;*fO> zSJ^UlzIi9F9lG~1YKpAqhKX(be|T1~U*WyQv5MiRqv`^s329eFo$WGsWM6#Z$go%; zu!LK5%GB1)$yKuszj&H=O}6r;uiwJ-9~=+(+S{i$x*k59-e@Z?w=aO(;-;gNo}cR* z%QJWEKKxC5YcgxT=Z58nZzXQ9O<XIpM$@Lo<VMqn59V7MX2-hE(pkXET%&hP_s5(K zX8cK;58v`Ih_BcY?ji0RC>Z6wNntLVzLW#6cgCldttS(l58rZ8e7oRb(xaJky>ve3 zC>&hM!Sid)bk@`~mCW?5?OTi+{!8|`R_s~sp1MKUHPGyQL8iM`nS;fGR%SiL{`b!3 z8O&Mh{a)+s@~`Hp-MFav*5X?kZyP7AV7~hO@VnnSqKUc6?|Ogt@Z>g!E!#SE&b6?N z``2b|wTucDe0BKN*IR;#YNneM?w1Fwc5lCI*tKXwnQ!0~qrzF++>Ez8yyfz@<Ac7h z$Cv29BA1GWKb&tDKe+#B(Ta|bueBEGoYe?Br#bf&)6%G!YbvHJJSDKy;bh4Y>k#)Y z<(m(SEM&^s-#p+eO6jT(`rc{nvFz@yt{bTnPld%jReIX#&7IEYcVEredDY|6;?<FJ zZ*K2+CHCss^kUn<XNR_)dA2ewtxEQ)X~=Bhn$kd3yW?v<T%GClw<&=?ncrm5wI|=* zBu!Zs>*%dAd)j^9zDgo@m;L_f5~uH$)F&%HO<B9<)Jm`UlgtXE&YG(%Y`pUQ>*V6p zZ3k+W<mFws6MZ4$m#bRbg^2Wfs&%q2pRT+U8-4k7FiSSiw^M6vwwCp+m>!)irC4@L z$k}AMLr)two1weuODCS+o?8VD%cwrt)8M==z~IErJ5RPg*`v2z6*S*m?6rRF%ZsJn z%Q{|6Q7vB8v2KFn5r*i?kH1C*$<1YL72&QbIlW<GnENcYi9%<E5-qMr%4VJkN}E=v z8)Twj^lsA$3-9Si_D#DeWHeJ*?_^3}L(lvFpE6f|+jwHex6<QB`TZ3AbGbEA@*;Pt z9KW+6;Cl77t^9w4p7QF(Y;pPUOl<Sr%R$NOK3{oZo7`9L{JHR=&9UIi&d0N*n{1Ew zPMh^XBH3r{@}0{JgF+>FVwS$%cY0UT)cY4Am%h-^C<$fVx6o2y*6NmZ4HrZOcCG5s z@(zC+B>4U7K{@tNbHBZI2bFD3wo33l6*mh@U%58e#o@c3-kHeh^&V>5+9%cYrfph& ztEAZ_*mHr3!mJJFT!OoPgcdH)Ouzf&&>!cV^A3}{UYYot#ukAloQv<gvD#el?#}`a z(aRbCo>@jK%B{9+&zgSi0sm98?hkRAp4$69X8vBbeDB`cR*ze?+8wXXJla|M?8nUw zE`bZQLN0ggx;Xun%E?u)3$3yjf3!3CmB5lM{L1Cr@tO|{9v)ij{V?{M9%RCK{ek^& zH1<7s?YQIk$IypCuYa8hcWo2v{OujRq$H;4@h+_ji}e@yc_(r?u<CmiD6eIid2Z3U zN$0xOEm}8e9hY?$f7#-o*JAT86=ZIA$=xS9U8XT7T6qrd=9Ycxhnl%{j>alI{%ray zY{QXy&!7JMyPteH-4|<k;WgLl-`l)}C#{G#ya1VR7FtuwkYc(m8a&_p^vP?`d^0P< zizk(sv!dWREzmp{c)r;Zetwb}@>WmCtd@cqXnqj){1@tc^WMB83OvWl=N)={x1eds zUcbO4uXd&E*p_t*d>9p*fTHugeQbW=E17>h@3+74Z2H600yD<?{<z*52O^d$udC~Z z&o_ISuLsRH7Yg<No>d?@=i{2!4fO#<zJ=|FH-8hBlVtd?eT89^`QeAJjjmmQ%r~=u z=bOLW32h69%s0>aWcF5l(%;aUcZ>^l>w=?$;vP#aIi!JQzFGOToJuH{W803EcT()a z?S$=L9ZJ#A%Zd@$9x=n`-}7%t{|whZv+KH*v_$jNKd;|A3txZO_vnFh*woM5r;Vzy zOz49H4I02krUsxG0P)PQ?;plF?HuLm=o9WcET)}7Gpoo`t%lfxf~aX{oWX)~+S%M3 zY%uB^zXCWqAW54F)6PcbptT0DNoUZkv4H}J2Vof~7#oAU4CCRZEsTvJivp03>ILUa z<nS{C&Etd86!KIxXc-B_KZK^LEsP9NkLtY|0lQhR_T0>q#h;|qSY{aeOyV?FY;198 zaPW)cVBzR*ko20xsqZQ3!w|Sew1z<{Fz92{60I*>bz--Qi~=PbRKvQaI61Pe=Mv3% zC>A(nTf=synY+(fGCr)!&Hw+ReE<7-#;^ZeyO;fT@AbIqx7Qh%9C&ot`ChI0*?U%g ze%(S&hc#>om(z74*IYZdGg+^pW}3(R+cn4k?B7@TC%EB9DZ`~%*6*UMzTf$|Of=;1 zd4?Y=D~qMl<@Xl-%WRk;b4uE#-$-cPhxMAWi%OpD`Pu#6JEEgM;8&p6@w=tp*SM|v zuCesC#@iY9E8;hQVY2so**hg{w)nZseMax6%)c~uNu9O9;fT(-O<|3b!X@8Ln98wx z$xa6$Yl|ZqN$gI$e5aKeth@ca<`I{L-t-vlnGbeE82yXloFepohu8c@W*g6WOLTrI zaO_z1>D=mBEa48KR|FUi{dyt4Q_Gh7WktYmZ{GOB{zbnM`5XOj&+D|+`|<rK*T)sP zuDcw3LfE+F&c{Fb{nPHFpuO%BnSDLmi_XnZQsGPqNZI|S$Y}W#6?IL%cH@_8-cETO z^NZE;Wy0(q7pM?Ie^-#)pd|I*R8%Jq+H|2TBWZnO2Q{wS+xcGK*3d|9s7^}_8+ z`u<V#Hip?`S6|x~c%pRO?>FADr=LDORn&gRe6QD?wDpfmza`ANbA4KFxa>^Nzn3?~ z7KxpHv?@Tg|Ba$|QgZ9*mrq{a;q3A~(xlWGF-5Xm>7<L3kJBXOR`(kjYv&7WY&yQm zZ=TmLFQtSjHjgI<va!b%EI2$}Xm&|}y4s<<%a5Kmd(CbNWG!W#dN+qHrJ*-8^IL?? zj>c1>%iJ}lip{?H?8@A^etdrI!K%*|1sA<bdb~h=*;aX@W2^T){qwS$+uz#n{`(*6 ze@$y$_orJt+Rypr&tGCv`+iNE6v|o2c$;6Q`ry=hE6vIm7aBf#E=dn%db-Z5;Ek*W z!|VOE3--xHM@1DV>g0Gz23e?di)+Q{EnjNI&E2N4X?uRz#RZC*uZzR03(x$>-C0$; ztKQ?(j(^GOYqHOBeeyiM?ak{f>uaGKO-@c;D&xH;{oaAHJ6?u|7R?XTIX9^+Q03Ty z;MKO7?z((ecRbtC|1(fA>(R6>+d}t8dPh8O-qA05bNR=X8KsZh4ZH606(%o;lFPpQ zC}qP<(VmUBXR4g86|G*i=mzWa+L^Xf4R_lfYD!G(?%eP<ib<i!(;zZXV*5$KZyUr` zYn>J`3$$EmkZQiHQPzSx%P?=+`B^tL)goGQuL~VqcXRez_cu&$_^dbY?_(7>eJF>0 z2h+>G?ytJjU&lW8JytqT&7*Vik}WEg8T$-_&#j;IiK)&1a}1kC-=s;Q)!w&K!vdq1 zTfT`3`lV3aXPXz$EBkhmgB1G;ewL;u|EB$_I{Z-g#Y4F-ODZhfCsyTdzgODOe_)pW z?mGM2tn1woH^1)M@_KgQni;-3#Mm~Z$+0I-I^LKd%<;RSxkxBM(xs5g>{0Cx1-rA~ zHVS8LvvQDK_V3JPb1BnnTsJx<8@hawFF76TVfUr&&wG21+&Krn{;=8S@&4Gma{0Z# z3;)~e{5)^>CO+u&|8EceduspBm!Gv<Qf)7fq|)qbY8~@-`o)&JotN0OZug?}8}cWo z?$vo!_pY7)Lc89MmXjNJs}D0)h}yZ>+c2~jm{}}jk4c@mV9~})yBCOUJHQyCz#+TE zX%Ex(!{SU2+Y7jg6QyL1uyj3N`GLvjz?K(bKV%}mh+H+`QFD@B=H<PF|6}5W37bVP z)^seN)bF6x)AIabZOwsyQC}o@8qJUFcriagcGrygX>P`U)MFHW|GI3ls{dTO+br$; zg=e&vY`qv0!4UrQ)C=#FPNv`$ciAcg>Ri_L9r4@dJBxSk0ui^v5i8n%elYqo=j>Fy z02RX%ZM#o=D}SK#Pp1F#=0EEXsqNDa^Nx&NdL=Dhqb2E8B=eaT*9}tF4$kIyu}t#E zoREUIik~{YOnFr1KK)=|!zZiadqBnKaOMxD>It%G@m=%1<lXouUsH&1GP7mMKe+xu z@ekuuGuoLyB;M(KZ<OMF(>$iv=}YN}#@h)-XBw&>DrPi4SKwJc+5CRe<4V^3(_cR- zE?k<ezgGJ4$z|`I+5brOUEHCXtUvASz6Wyqn)V;z|KxpTvdBk{m-80I@hC_izi8e1 zYk$YFN>LkD`^L2!WXmSnx<81u;7dR8Drt|f{DP~A=5fdJXS9D!Reh89E#D`7_l@^E zC;LCzx~J9t^!3lRe`+VHoO0b-;g};XfBNs!&0fjZpRKcZQFnR0h~IU7-@CqlM!)L5 zct@>ye3D83iIecpU9G>i_SpR7u9$r9?+5u0f;Bwq4|rT<6J*j71pAhX7HHjT<^HG{ z(|rDc)gRG+(~fRXnRYDehD#ZH^vQ3V57%hOpHo(H7wOP4jJ=~N);%?daqr`$S1)N_ z63bj&;<!so{d9Crf_25&`nQwURmOVnsuS<+RCD?5!tOGA(exJ`SKHmz3%*mB|7S+c zrp`r=(=TvVKUAoEsu5YvRL4I5faj(U`URrF7d!Q;j18tIWi!?FhdpY~5V`)a|D)=i zKEWE<`^TIsSnePF{=xZ=NPYkF58itYSa_%BJxgW0cHr5@)GzB&vTqjW*jhUj7R``N zl;5!VjZOK7eKzyOFGn9bU12$Q{kBiaO1@td@~?MPANl*_<8;^M72bQa|2d?)v`<k= z_1YP<^-IeY&ArLrEFH^E-u%S$Q}AbC<z|_{mPa9M+Wgx6+V){}i)6Mgy|rgs@3y;F zx@CNh&of^yAJP6hL0Z1uF{X8^ME_cemJqRq`5j_rVK(Ql8Q2@2V^!c6-PQPK`3DjA zX&SeF@PCx7;1z5;yx2nM-O=TlOTH%>yN2tnd0t&1E}fcJGkb%C-si(x)MS<Oc@H&K zNcW`vKAOL@JZ(+V%s0D#O#HDfNBnn!?rmMCMIC<gZx?Fn{_X#$o@h{WQvBm(6YXc+ zX0s;pFK7_Vv4~Om(~xwcF;a)$tB}Y4cxR2?w<UE_sr?tVE*`lRsrlw;`i;3Z?EC%G zTf8r@%3iwtVU9_pOt+uFde_iXJMWhq6I<2(t7CPg$CvJV_r990d!+YG?0lN?hx3aj znwI`$$}SMFKFt0|X`96Q1omeEEV2oYBPGA3%+~m(e^6Y+IsBo&fLQj=$rt^9TwCY) zru4*=v;);!7M(Qce0ymBf!|x^?eh#wTx|ONd6L1NW8w!`<rZx|Yx-waEwBC|{S482 z$7(9(WERBb2`v9`<}T-r_VY_kdk>~XO-=u#zfk9w=8nR`F9jw1X%}j4y1u?Nf64Zn zcR!e{70<ua^+{oEa<9nQaz`1xrIHgI^4X96o1a<x!tt>3MX6m4&t6tV>6c#w-)6X3 z#h!6`<~uv~<1ed>0_*1K>}S}&<X>&G*$qzCE$J#3VytBM>fBSlzn81OxMllPk;)|z zocSKrQzmXuwQ9NcmGuJuyw<lrHde6SyK*Xf>!pdxUTyr+Q8p<B7Z)6AYGnTO`PXx{ zKYxpAZbr_$w@>cs-R0%$d*;1dCwFekl_^hD+>@MYVsd)!E;}*lL5fe_)bbFItDBv7 zo%q%#clW+WwY28qkIQ-{tP8rfBD%E1G-cJw?O9n%EWg)hWKCOE<}56m#X056`OwvS zR@JSzwA!uU*AlBo^VfV~3;nz2WWRak#9XyUnh!q)aBe+ix<2Tt;gYbIi>IB*Udt64 zRQq<Lq3FFXOT)j#3vJb=-H3SfMeg3SvNwi8zHMJuNL@R3K+HevrS0CSp;f!KUovof z9vRxZ`D^FoSF5y)ZRREXkCD|*t4x3OK=-;Z^D?fG8E0P<wXU0Sc7?B7`2)_aw%a$C zmL6d=c5d8p^WM!~<5wm3Bus93a0Tq1TGjvCfA>D$pr<EAOIPPjOZ#w5D|~X6N_2Gi z%Btr}cFkTY_gI=INH%0zYA@H;zD3KzrQ=GTPF8ID=@!1m@9f7gNy~-rSMItS{ci5{ zUwZ|3J<f;8s_B1iss47Q>{8^S^r^R^qMv_#u~hP2LUQW*Zy_0T_iRy)4ZfT|^~?F( za+Sz?IsP7R(jGm^PkVM}!pu1<^9rs`&fg)-+r1}QgQui)n%A@|l`EBx9!vK#+;UD! z&9th?W9gThCOp2o_9|U@C6V?-`e~`=>4%}w`i#80zyA^6{>-H8`H9Fr?}QC*1$Q_M zCdEJh>frGGckhk>tqg^e$0nxjT2cRQ636Ukxn(O@p4iQZa6j5~_|wVfa{Y#@{9R0D zcyiYMTw<lY_RyIggN&bz3(h&UE&04lC3lr#WL<30;))aA4}Y(!Wb?nAd(*tGlP}%t z>YhX^tN)D^eX8r{Jz6`@WUt@aEZ)-J+jf1MHbqr`pW^Fh7lbApE}iH)PwMf~j@dSQ z&z)E>e~Rg;=&K@9zQ#Q{SAw-(Rj_eK$((+W7AmsMIPXf1%Bx2`yIiK_wEfMQ8+>Dy z<chvavI{R>GnaV$@y}f&!J}ot3q8Ix1)gfj?=CI(lo#7!YWru}7u{<|w-#**PucwH z*2}eP4Y!|gyC`+_mer}%eObI)&D<89POl1W-(IRdS3o;z_G+i=?)E}=zq+*9WtC2_ zGURU$OflBT|Nba>@-5SvoKs(R&E?w_XcrbOzDzj7b%l+@oBX@$RT{2+wg0h4apRLo zx_8s^TJ?Qz8Q(at{pn@i@UXbOV%6u;a-No5+Mbv4CDg6Vx1sCCA#LsbGi9pzY_{~@ z`BQMyqA0)d>m}=B^<2-4``7iZ?)`t|Oq9i2N7a&h(=zOf9qi^lcC0xn<-m}=UUtK5 ze<j`C>n-hKS%PtwA9`pj%()>rJ?FuXzCTXFhn2a{rd*ZKw!G-mwmjNkdBIM_Gbc8j zQdu4)Ass&<V%o9ehm97k@35G1X?t4+Z{QRUhotRuJ{HQ}xGr1O93H%D)|#t7X7qJ+ zHKkVnkhtMcGO1(sPG+CQ$4W#*BWKuOaGHPq(7wnk1u`qA3+XCb-HDAc>b@P!_35-t zjZWvWAnWWGyW3wFT=ZPDzC&eGw$2mbs{*YZW_M25W=^~G<3?ZI;ht~D%E~Kp+}A8l zNSfK)zpTqWxbb4jx{t0}MzdDQ=88$*O)M8tdEZmENjP!sngdB~(`KAemsL$=bw7RS zrg}&QgEgbnMVCba7X=puyNGvaaJ{(gwq>Hna;YN|wr$$?#yn(Q?_2X@SDu(omQVP^ z>=S2Nxivc7SmC0O*5=NvTP!`fmo`cHom?)m&Hdiu4Y{ApT5~6uYpiiw7Z|Z<&W*X# zBf`#~KI!=M$%3L+sXHyFJbm)9C_~|v+Z9g{)k%u;dD~K5c!XZQRx>K{>dfl6CXlOe z%Q<E7;~NP^x*yf%w!OO)s3a+~rX$ETE!K5OuuGq&lD~9ihL?9|R*#L{w0lKy=h`k< z&$y=)<`QQo@r}pm?%&z3&osV1vwpqtZ(cQ_w{K?L-+biA`6@9<rayi&B$OXF=EYp< zU6^-fv%wqrkPN4VtgK=@TM`;re~SIkeUa|i$12BN74cw;!r7(}?jRkHZ3_3AEVz?+ zUwkN+e!RKoW8|?PI>|ND4DC)!%unq(Z*(kOlA!Qixla-vizh@r>AN5?qu@YOeDsF+ zZq+&SBOm=c<MFuM#QY(%i+6{UOQlPllKjNu7alHsxcrx3&zpd~@7j#4<r&L`b(N!> zReoIHyZX57a#e^=Vzf_Vl+VIwpTymb`)+r96Zj}?bgX+@@ZM}M?-hT)yiGZEeVL~0 zveq3}n=-|GwkkN!cKE@2(Q?uEj(4h24kgwXEf#St5_EBOaTb{5|ByB1<k=lEw<lcI zJ>OR%)GBA2@zBq2Q|9iOlP#>PZSG8Q`nq52+|K5zhV@Q;4!b6nBs6zgnatcFS~J6S zM{9x9!~N}l^@BF@iqx{`2eb&D;e7r@ZHDZ*K+d$*Vm1Mjw&GJf_U*O$yH3BUu>O(b z)_VCs|7*_WZGZbG@3_{anOM)-cze}Ce~a|ByLH5>FS{0Kzf5a5f23rAckYe9z4}T9 zZ~m>;KeR2cy#DR_!ug-wb9UVQJF|Y}?+Cw^h0|Wx%_=|fci!^}zu(TO`K~|PBe=V? z+)TD;zvrvBGt*dK|9z5ss_tC;n|}-EH!1dS(yY}NjeT_gRo=2yD|YU_yX+g2Kg;#W zCHwN%R`>l^EI;A?^6fje{r79D<5)HydUx^)k7nQED_h>a%gU<pDL=gZC-Xb6tUZS| z7{AdwZJ2#!1=|&)JIXf8?;bwcrdYZAuIs;t?;0zY-;JxEx;tMubjx8|(|dCH@|VOM z*PBIT{+@ejTR`UQRa<z2Zhe}%t>MzNwOdj(b8Dw;yXUn^_vW(=sy80x7@E!Y-Nq>$ z8<M+n;tNgP>o<M}r?xY0GT3+Mi7d~V{Ws1mW^|Tb{5oaRyhE!azfLLIYY`wDxM=cM z#m20=W*@Cf-*))3_Qvcj77IBa^7VA^9>Jc4!4se8y4&uQT9th|)~Z^kDInTCFi#|6 zVq%O-8B@})E_LHwh7xO5+;+|0B3uwCFvr^~cIipw$!&eB{z%Uc_-_8;?c-gY{2~4^ zyCxrcJeBXLZN$PSB3|1hPns#ee6`j-+IFem{Y%y>#3g*Tly8Wtuj#T{oTpxFm>&An z@7m#pgu8wh55|N}?yb2PD9ICcSzvb6mfbr&_>FiK_OeK?Xp>vPX%^g{yY<VRlJClU zWtctAZ<V~WY~JmyH?Ih1yx3~KGIZ+Ol7l8Cdl-C|`ArtjyL7XYcY<fs%$d`!x#bva z*>G_8#S531(_HQ3S3ddaBl?EbZnKj7H>1$5eW4#qR-4=j$TSEIt6%+Sd&rMzueEBp zSF-$LJwNBus%4r_BWyRWyUX^}(Q3}@7bPbBCd$fowNIY)#D0+bFO&3APuO|-!wCJ{ zKTFp&EN1!qdZj~!WK!*gC;N;nEd8c?`YIY_NxUnxow3oIVPDcU0r#69?=Je6`u8-C z;L$ybUIux$?kZhxK5Q$w`@__{iOriPueiJaYO8Cv7`xcrIUmip{@ckO6Y4wl+WD)# zA%AVvbmO+%s1OScy_9bl^7^0V)hffgPPastcCFhw)$!En-Sdv`oOwNOyRcapn|P^x z<I(Rr%i2yv-*V{n<CT(?G_lgpD2cf6V#$JwhK`GQV;0|yUc5GXac%Ts-{{4%)ya`P zmGf?A%zJJ&;}6>{JMO^6!L4rYT)k!`y=BF{eVkHn&q>YIH@S7q)G8t4-@THiZ!_in zAL{xU@$P=f>C{k_!yzUdv8bA9$BU|Oz3GJv|D=EOD((P{&qMd@K=+NAfre5+!>bAk z3Z};9rXUp{t{Ijcd1jz-U);m4s52yp>pJc(Y;u`e<v4NKyGhR5GhfOzG@P6u<-lk8 z<SqM>S4(6MnEkVVef-a*{a^2?KA11^rGazJ=e7b)?aUTI_2-e7n+mOLS5>`^bUkKl zljD78=XWy$&Bpqt&n9IwA70I=yw8B)fqcq@IrATUsFnP-JhAs<pYbo2rczmnEtPjd zkCvM%f8dg@p8Q)c_ju1=&Ae!rjO@E_rj;1%a9KKW%KQnQidGY@mGSKTc|E&4Y0EEn z!O72q!?-3gPhP(4nWf0Pg&M-A!slQ6;x#4qYHf)1(T>kQVj_7q27LX)RLfQfo=!pw zPEZhm!Vk0!&)5hanxK7OAYsrTc1UGGDuHcyPN7ag5za{SA&{F1$=r-*I^g#mf(P-D zNA(SnNA(c_0-n4ev>A^;;NYAaF*L+_L5CSAZXl_e3X>zar#p~k%#A>kjmRRjVS}b( zFm?livo>;Mm{}?qD8N!DbT-r+<RD0>5Sn5!H#apx*$ntJ5<0~)-?)E|I;YBHmKnx8 zCy&gW(9+`2Fkz038j~Q$d!E*`L)M`JEE_dMuW(5P2EBbNy2@$&CGUgNCQBaWR5+3) z7|6ZoOVmQI=pEO^y;eV1?(pp2IZNh4e{a=&@2~qlzxv#oztPp}w|<YSep~uYSy63~ zOO&^eX0iBo-P-qGCUbWl(OxjKIDB2evUBk}8cr+{h}_EREw1<P*HPhm6)&r<O}*Ut zky{_!oAXlp;-SqK%JpX5H+w&~J6&GYi+^Fx4JDB!aZ~gZ{#$%%7SoOU_;*QorP`<8 z6Sm(kdVR<2N_4l)uf<P}=H8Fbs&ukyw7I38`ZD+P^thOkQ|*5&JJKgy=-v9Db*tH` zD!&ihVbLLT!sn(;jGv%!QEmT$DaqTT;shp5D|k@5{C?rWS4CG@j!zGLtREi8TX9@f z#o6ob%XeRDRD6tLgO<$mUe&5MN$L9nb|DsN-T9H<0>pM!ZmF6c8=+g|H0|irXGLH9 zx2LLDO}aeUxOV46mTvu}3gsb}UQ9XlMR2FE@bP6mrDqmM+Bl!_nD=m>exmcQV?Adz zXUqJbcWLg8xmV_1dRw9U^6QlAGU`G1ivQUC^?CGsru@^ow>xIMK6$Ea^6V2w7x8Z{ z(7L(wW>#7HwmGuBUt5gbQ{0a}eEvHvb>pMHF6XQ+6_>0isg1E4ly$Y5R(X3ry>k4w zsMa>Q+kw(|9&eD{;JNL3D8IJcw;kU<=JaTLIGL<?X<IYJRde;7GeY6KDO>g}&YpLf zKmTl8*{@HT$2Z;HH)rpgH`6zt|0TQY`YM^wU9T^>PYH?rc79z{zUH_82R?SK<*Ivf zbI+Q(u<lnULXF*?G|X9$Bk=PhOXarPXWwmFvu0oInr&;|tnn#t40)jYp`va2bYAH& zLy<MJ<zLtyd-`bM+v@4_e|<jj>F4U|@0Izh^S<1#3IBLaf7_Wgx_kD2w>&-1;mf|g z@n7Vv-rl^|y!z(16BGWayRXa3&?}kr(Ll+Gzb|FdQI-b`MGI7>UJK}1ULajR|NS%f zqmG3^ngL!@C!X5;u5sfGx#TTV)r&bk$sc(-b3*?Pt^dFI7xz!zGjslf<sb5T_p^VL zd*u9o!!!H$5C1Q&`zLQ7!TgEmm*vxwtW(@YtczQ#^84mqOx?Tv$hnUHhf2N}YyP|A zxj$Lo`lU_!1-*Cv?Jq5>rq^znb?-@KMC7KIlO$ZYqEC4F&GNE-VQ^c+W8w|>EpyW@ zEH}E`|3XCkVo6nVu;BU2FFa=*s7<zhDJ-@zI3rQTG+6!n#x+~^oc=zkRkg5wO-oR~ zXS-L<SHH0AJ-b?XUcc<}hhG-e1i#V$Vqx9NAAc<9m%kPJZ?<kPL+fobZhct0=SbMf zd!HiKbWFRTni=~hGa_lR=8Nr9-z}?mU4QkCa#`fFK>Jk-4NdyeE+_r6{2QdRVUDv2 zm)3&lgx{;bDE^=1?;-CMf4c1F?oVvqb@{x%WIUdRbWYrQNhZoq`bFWb^GEb*8fWXI zPJiF%FS5me#VY${T-5}n3CoJCzCV5WXUUFe8NvA{_ixxEZOycH;T9pYyYBiI^Ir)6 z(vIFa!~194yJy>3x<emHdv*rq$ctX;HJO=qQMQD?^pYCaWxI;cs)li^roWqD@>BR{ z(tGU)^Rz?Dc567TzgT!Cn(ezV>!aY4x_9+$b@wXHJ?>%j^!I{luEiRyz2*<+Hht7T zZnJ*5`-}7~lglp4-6)=NZ;@~bTUhv~vwNggACB91;6BH835``p);@}FQTx_m?-_YX zC3DplpI@C@BCRy`>MlQBS~U63l0DIN=dEu1TDW#?dG!1F$-+sx8>^H0k9|8<CtGd( zO;R<0OXov?;MT*}PaCW={qSUchW$O~FY;fitNQ&eNxH}u8a*#$?LW+A(VPG9_7A~( zC+wdc|7rdwdZNZ9*LcG~lkV1}xfUvY9?DAsgF^JCoPN?^6TB}nPI3L_DGz1yZzkN# zyP0@1(=vT$%GnL?HcbB8dwSpL_uuti#oqkg9+9MDYNik-mEAx0_%$1b&DY(yA5NZs zNd3Hm)x4#0Rjv0L!tXVfs=ws_Vpq$+y?=rCo%YQ)I?emL1)_z2R7Z5aKd57O&i?80 zN^|#0`Tb||llE72_kY~|$Nish{h9e6EfqUu9tz1l6knS(F`~JAZiP>d(Cnj$M@|YB zhWzoX(KzSDm$@KBDfH3WNm)y+RyyC(l%4wf)XfjyTz;1Q^sD&uyr}=rq(9UCq|ecn zndWm^!F%G;lb<FmJ^pEx;j@s{m!lG5llGqf<^0+#`-<A_O*w~izTcAD^7qO&<J;EX z?8^FUSJ&#h1)i{+Q~mbWLEV}OWuE4R6Rv*_@q5U}7bO31`TUcok68TV+!*-dh+phw zE2nEEQ|cW1J#;QT@q6k1C%J0gOt*{tJ7>Ln;BI)Cy;5`0>JBq+_9bx_GjeLq7pTTg z=u7am;>+iKs#v4kE8PC%epKAtt#Ld;_n+QBeSfRk3HFzU8^ifdiW(i>zIsEgje@Pu z;TOi4J4>YEk0$LDj(?IhEpv;6YdlkZyF^jJK8<Bka@tP|Hg9PtHuT&3u5gXe+eO}2 zE@=NrF5Db)qP$RY?((><h`43G(@uW+c!TBV&lydVta;PlI9N+4=TC6@#Jf>)Z~Vuq zlbUgpxQ=A}TYX3ER(1VR;mQ>j%DfMsCb7mp;Sg79;_LpnXj<`6<Bq?dzi1}C5c=DC z=u`5g!yCUZox6AP5j&}rnXbn-EQ-vWbmMURh1(JS-<7rAL=@L+@-KeARJFv9t8>MU zGx444Uugak4SN`S=(Ku^SNhtupET`?v$gmqh$Z+6Z{c12N#>>Ts@}hX%QuN`RNlxu zr~Q2@|Fxz2BjUuiUs@cY|1H^dr}XOx=|w-qyq<;rU<&%^Ch)ud=&uRAFE=Le#x}h# zF}`-%HbTEI`RWgWPm@a+@4r*CYD~`E{FO7JuCK25W9{LxSIdmvNUr=b&F{G0iQ^A; zKY!ua`7$+n+198ycl{{78>=$ib1bfXRV`uu+fw$q`cv7h_1Anuvsbx?_exnVDze~< zc$(_$<=w?D{<GFxq>B3!dnMa0(d!NW{(dSdo^#V;YHHdN>q|kwlO_uZzcG_3Qk4i6 z`C!r}vQ}ZqN!EFW$!xDH{iV5Xt<&Vl<m!@IfBoW=2@99StY7I=eDME;5MSS~tJJKg zXswcpS;At|^)0R0z4Ox<Pu&Odc^_Cr->x~>Z(gzUz=<UakINRf2^HvN1(@(@GOjIr zx~R`#1>@UNRn=?Nub!*(=`C7!L}i2LgDpAdFX^3Im)0zJvvFc<(;LkVUZ=mBuxyd> zZ_aB{d&++6S?1ZvQB1s*dF2HK6OVl@wk<aKbR{#h&bjqfZ=Ol^-ZbM~fw#Usyx{B= z9_W9(ZAJ65mOm#y+kC#2wlyOtI^ezX-Tpf1EpM#-t@oc@^s(pHw6E8_J}>EO*c^Lt zv#jiE(Y5J8r?&=epU2jm!CdNEm%L)JU~K+{y)Sec6?gso6>!G!?01$glP-K0(LEUa zJo3uNy#i_~+npDmTz%)^otUlC>792PE*Wk;`uJMbC!2%Y+UjC!S0sO0<<Yn5NsPW^ z%$27e=6i2Woh6n&DR^D#v-qi!a~7^E_MN<b*W}V}n`A+@Sw`WFs=9JKOM?8Lg$EtK z<F(=;r%_hsX9M21QBJih4jTsPUw@rFt)|`mrG@{Dvhz3n*Xw6?PmlO4``k1A>w_Iq z2@~QUn(mMP{PW9>4Of$u5|g)1TrUx`#Yk&e^)xFHhCA+ObytYVL^93aefQTIJCV># zKBHT=JayCJ7Ft#&26_K+^ld5eJTK~bKXX^gThWtOUn%k*`fmAH=6?8Q@tD6$EjJl4 zce`cH`O1Ifvv1{P5&z3eX6kw^P!{=~d-=-iqGfwNt<pKSQM2K&sipipsn?E2eCOR< zB>o`%Wd0YHTh7TJS`WJEZr<m5O4xC-aOI?nB8SSZU7hyT$9vPgX>;;T57o_6Q_SgQ z3X?K*&*+)SCVcnZ{%G~A&GEsSQr63_8$Gz4^-(cX`S11T?y=MNpWF3>kMr9p)<v1G z&h+&id7aW5vDnH=%GN8{eZ^v3sc7rti!E$q?^-BcE7##|S$C$+WZUzFHfsx=1)3v{ zC=1?fdbP{u&w(X+Q{`tEZC-l2QTi!!aP%RI#%t}bnhqX(CVSTD%C^e?Kd)_B_4%93 z?v0{$wl5DD$i{D*m$!GvyGu`(^uPTTHjkn9b6ES8u)EfcuO^?;U-vt$=+f~g$LxyU zDz6FHv}e`-wTCLiUe-4oW^uo<4Yf#*K47_m<$3ued-1g@lV8k=+7&*FMK^Sogk0b{ zx22te?)Qxnid8I~kAIvvsfhXT)u(P|2G`D*N#Fe7Bm8Xo`m3##m1%Q(?9|kjPFZ^O z+tg#1r7k>I=**hn$CAr()WK-!(Wg$kG!HSyE)-v?_GEU#TCLvRE7zy5wN&U`s=I*S zVNzgJmV~KUP+(%xNde)#al-7+7C%l|alPSML*J3r(LJv?XQrxd&C8T=d3@o#+Y)vM zcL(_fJNC$g>lRv!zAUW{(d(wwC0q$wS~yYK?bYAjZvKiGm6L(jVqQ-;w&0=R3In!h zuQV5*k}$D8w!%zp(gTgtFZ#ZAOitXo?M#YWh~$~y6Ib2ZRGw9Q<oAjYEx$=zS!}Hi z?vBeHo;%E_T{3sUS_NL+6Njy{*}JX>t`C;E^!&<$&}MzpA3@FGJaL_`bClWEy39?# zaLHKZh;dfkYt7f1vn>*A6NGoK*`1TrUE1yIv&C;qr%86y9-Xyi+d|mcuO4(Pl}Mdy zIJNXch3wX*vc@V0!wFNpju=ES3r%Ue!g|R&%R$&t+A-RJ-Jwk8aNEHxTe3@{9&b%n z(6)48EfRH$7QL{tAzAA|=H4FOOx}z|acaGXqt&l=KCEbexK=>)!zby)?*WJJu8&XT zi%*Q(eMsig%#1ban=H1UI?!LFUBXze&f}&ZA$xpkA<xl`H;!z`&)CWMRBg&kgCi|L z!d^ZfW)?JawyN#$Jz=JJx@Di*7emF%Ej+?OJ|1R@p6wm_c|F%nj%7<dHtqd5>sW<v z@}6aeahE05XA%@XX8Yut;AVprheVIcNEF;?x$a}JM2%6Le^pWKlIK6IS8?x<+9D*v zB-&h~pnqcRYY)?h?s*I$?jrrGx0*Rh`EGBz)?n6@lIh}7xH~4IUrTV?RE{fNEqSVk z%D6AZE?`!8xyr{wboa$~$7X4LnZH?jSxxE;Aw!)fbJcvz6K8Q&zG8V`zM$XnxI=lv zw1%{XJf^G7Zp~T_hi4l3eY6yl^sdw`-_&wDmgzBz*Ug&|JB%;AeHAy6RnO5zBJaG* z@AK{4;z=xjWJFK(%=T!B=Do7w?t!^ap4L3zdr<OVe`~G(!dqf4@((;+BogX&Y_Ly= z+Y!KchF5$V)2&0TTX)Srd~bQoR!*DdJ!N|jzI^id?19Y0`^^IWriorR!ubnk>hf@i z+dW(5`{>^ehIcJ_a+SPi6l2m3ugl*PIP>tj^?L(17H@y8ec$E!@qH`imhZOvw6;iA zzlSUAa?E>?{V%Pa)m{Etl-T+D`r8X3lVfb(=I{FEyf=Ho#RF;bdwL)F?(@3dU&GOs zB%)l;zG~f<w<Wr+!7tv0O<%b8i0sp|6ZF2>J)8A@_i@orO8akLef4=~nuxol{hL`m zc?&9pi!PV%o^|2pjf&&uzy7RaD~VfwTe9q`n3V3SjK-@r*E7CnUe~x`u%}}E>O<zI zOqcxFa{4j%4z_KJ7mCMR4iX9yYAbiUxtMQr>A!>5Drc`Pp0&1k#oEnBuD#q|Dt5!_ zbM9Q`oVkB<Yu`wgwcB2um*c<X_S>-CImcPA-cy&dUMlvox=wzzGyCc_%QqdgW|6Fq zGVWt(ddqbE1dncTmXL4ot1Vvj!B@m)ui^b}p84(B`z<Ag_Ci;@x6a#n#l-!hp3g@Y zOTp!e-OKy7_NZmeih6$K2y@`FmAV~8dk_7s{KdLt_Kf0p^%nYl2NP;f%dNQ>dE|8S zl&zbNMNST!Yqx0Q!+e#66|eq(D~vn*d-kmGQe~TM?m6oc%~F;t++LY({dLXe{of`p z)6~7y_s?;yPkPedX5U-Q!BZl2?;g_J#Ke17DY`wud%KL_xdSPCWBN>3ntf*^IrHzH zEnH>d!Tw_DEzgTzJv_HcS0yc9`TWpa{;F0hhx0poW7_7O-g)-I<jCu<v%;BpV|PTn zvXWa==Dhr_^Ys@c#oD}0*A_S~yB3yrb?c6+n?tW(`s3ytrytU_w~gz&^7@MtrvH}I z61~4_$78Lv;h|ByQ+e;N`r#v*d0bR9lRf0m|CaQ+*afv-vgW4SOKz^z>u}!L7}>Y< zs$0sECn5Q#Z#y4f;;+G3KEoxZX|m0YAK7#2+(oCKaclh`_3Wl&^Y57FYfjD*%`%&C z?~um!&+qow8htEV+?pb?{D^CFHv9EgN=NqSd0oxFQ8@AQyTEsQZ1>pe6)muk{rhjN zqE7t2L;L^SYTCc@>;CE!k{S61_2(=W{=Cf_wXvr4pANstgY8YTOzuxnTPw7^UvIW< z!|NPpfz+enr&LaAy!P^7*k;Ny{kZ)9uG`@Yl>geNJBQ4X3XzcvnIj$|BNj48Bt%9y zB<F!vS-xoW_O9CKqs!JN9lsYfJ7doCZBoy7>ay);y`65k+9Gs?MbL^H7ee1W)9T~Y zDoYoA&MkU-R~K{JtJnR)TdsTDd3xRQq`{k6>K=7H5#nnYW-Pk>ch4WMk5|)M=l_$w z(z5$AXq*{!Ale)>ewUw=1sYK`v9y4%%s0of^T8Z67>RqV4|QDMHt&dnKx?(1;nQUi z2cx{&bzEm3bFC9mXFp(I;qkHI*p3fxnb&Nc7{oBE@_qC16R$tm1e{Q~Z+T15_=iJZ zVXt&_3+Ho(N0%D8&E!LGzfGDnfmQCi>0_e_{Z82v<XvNo-xpLB6&_+|Wcbu8TeLvZ zFaG++Yf{^%)D<|MTHtcO**Sh)wc*RFIvkr0K0hdG`{ZxT2K(dB=Lzfzi_e>wQ?f%X zc_QywjV(d88SkqbpZv>YH>~`f8}Z`!I*X}V?qB8ZdR={g_wkM1ohq5e8G^4KH-4~N zCK9~#)-To*Tk;-Y2}V%RK!ef9$ONPS#4`u2a0fAn9M2Dr@D7QJ7)ImymI?+6$V146 z$kRn6j^`5y9Gv6%7Fdti14j)cG1F~0AC%YdW6*#<#y~tcFQSAZ(l|UM5Cam^Q;R`) zSl>G{rC1?a0hAttAloMNo%2icN)!x1WAD(}Jagn}6~EHlVufff1%+5-6{bjb1Qg|` zlqRPZDQF}oW)|fu80s0C>X|5LWR#Q?Sn2D71=EWX3o<g3i}mu0(ls@~PH`?uO)SYT zQm}Dzb#pT?Ff}(YFmp37FmpCAFf%hSFgG$VFf%kTFmo|503H8m;sW8Dn;00FSr{0Y znL^}1YQSQa1_oxv5H%q6#)bw4#zqDPMy>`1#s*ku1Bg8!J3)4V^uX)@nFHp7++_^0 z-_!y^n_Czd7=y4Ggl`088=Dvy7=hdfa<`>{0mw~8mIyT_h6V=a22g*2-0BRG1DRz6 zV;e!-3U)h4ucaL#s50~OToOxC6*P=M;bCTAXlP(yYGfP*2~FSp6dba4cJT5BGkZBF zmL%rnr-N+)rxFEF$qq^QAihsxQff}I0ysq=r?HBn)HE&w1#@#Q12|AHGc`3fRY+5S zh?yIk8(AoTWfk(EVg@Fr7MNm2h8SW728N~>dJQen#SD!NL7VeHmcZ>WG&46hL(^+y zYG8tHhp~~dp#hpYV+&(T6ErasQxju!y{5(n7U*s<GqA8g*K1~OY=G_-6GL-LOEf#o zjZF-U(8LT(EHK0jjZ6*D^%@$P8XKeOH8ipSRo$rJVq{^7q0Sh*<qB1usf8uFn+;7Z zjnKo&(9FmP!#p!16AZm(rpAWo?lZH*P-kRfVt^jbMkXf4=;2~yVh%b06~)a)Cgv9C zb{LtOVAx@7XojKA*wEYnJuZzwc?`|X#zqDv=>9b}GP6W?v$453s7OX}pRu_)M%p#D zFu>GnVQ7Tz4`T~+&~`Qy^Gpm4L8q~zi&>z@k%^&+C8n4uXg49MUL(vrXkucD5zZzi zrWWY&VPax|krzx%EHUEJ#MBTY{h64WVWekMBNNb_#VGDGH8KI!$Y^4iVQOk*fl-#2 z8XJS|Lq*YRW?*E39?oV4MxbRZXzENc$^$b4GedK<v|(mwWPp+P&CJZv)0LT-8AjeW zGY6e(46@b$UWS>O8(`#VGjnqT^z>(LWNwaL9+(?hV5&1V#3+Z%jSY=3^ctIE#F4qN zg%P@c%}r3ks-!3}Gbgo(3)GGc&a6rW)eE4LeuMJ!OB6tbu>zz<@ytuhR{#YHq}5kk Wl2}v%u1U;IKv&7Cs=E5SaRC5Uc*)KH literal 0 HcmV?d00001 diff --git a/plots/Resolvability_tau.pdf b/plots/Resolvability_tau.pdf new file mode 100644 index 0000000000000000000000000000000000000000..3a3fee84548c21b1ab1b28223a977dd5a7b6d382 GIT binary patch literal 70049 zcmY!laB<T$)HCH$-THRjZ!QxB1BLvgEG`=x1%02?y!4U`1ycnBg&-~k1qFS#%$$<c zA_aZ7oWzn;m(=9^lvFM|JFeoAqSVA(u8KKZqtBjG-ClV2d+?W_D4*3o{iXUESU8v@ zJ}7;A!=nG@h*5$EM~><Tz4P;mS9PV_{e5=sPaO+^CxP=Vr~7W|DqXeeWx>54&z%qa zUo!37{~sTJoGy%iI_LktXZO$L*VWIj|K)jMzwGy)+JAmOf4uwt!}ae!+xM3oE&BJ1 zM>SUSh;eJ()~NIH;*;KM-+TM#;h(o3&%S4N@7fu+lkfQ46U^cFW?kB$b#KE?;Y#Z~ zzmHjKE#JA^>#L4uT>bLzE9E(bJ*&TT$cymRO>f<CQGNT;)l(krY};{B-F%7m5%zV8 z`Nw(p#(sa%XFYNI<F<(PQJbGjed;WH|9jQSN|5B%+*={r^B)P^R#mDOTi4~=Q_%U| z@6W9N2Xr5ZJd_JRbme*jix-o6(obe)A&JHFcE+yd7RcM-VBx(d>pWXeME~Y1*%Cqq zS(dMBzY6faNS$LEzwu=8o}e@7x#4_w8TjrS^xN?{zS!_H=cAOW<b@=w=*ayi!(aT( znGwmsc17sC*}Ax|>QA{A%BCNGU2VMNOVzh6VZrNnw`^vfe_plW!a9pdj5ic={%~07 zpRw#OP7wDpPH3s=E4a!3YpN87MX09K1!ImGbI(<O*dzN~<NAuj0#*MHcsDZ${+{sI z(&}2)dERdeH+M6)ORT%FYL~~^c1P38{fDkjnxS~8<B|J~J5sy{mmHoeHesDLuY%<4 z+vl7Y7Nt8JwVBGHE|vF&w@-Uw%~KaXGv~F;OOodw>b?4Su2I0wpxj4}2d4$D>$4S{ ze`;4>S8d)S=i*DD&)lY;RDR`fW4el+(BwA?4P5_~j8^qs){p453yL;rIM{AC@rWef z597W}G5H6xJRjBZIa<g~Xi3m~ziLCAsmkHgNBFZQG&1n!DeJ7?sIKB;=4QC{m)fI9 zt-##5n-yal3t#6yc(7L{DW+J}q1VvKO#9&mmdagS^Jb~YxhUU@Wc*Pc#`4;NXO-g0 z#H)*i*G!un@nTz{!1@BcPLb+!1@?BQ%jB4Nt%75g>mC$;zshXQ*$MYdmRx+|vLniL zp~NeNOR8^7Z@7PJT)2$$K=TTQn=TR=9V{-3Rm^;Z!aJ|r;%~e)VY{)@QWdilk$@%l z0@vOWIjD9;tAkZgfg`_t##BKM#eLH~WH%*SdbcbN&E;==P|!WI`QHkU7HbaEx&Bib zGt)P#O;Fq4^+{dOqUdE(diT1Wr{5g?v{shwYS7VJCE-dDNjyz2EVZ_?=t|x8;c9uu z<`7oOaVSHFPti%tYr+ZFlowhJANIdc(voKkwEe2Wu{Vyb>G7qL3|rMsZ)kD+<8e4J zQ%X_8J?U9TL(qdI3q^Q;x*s{cV#PwYK#2l@_fl_TR(3KJ1Qn=kSZDRbUx8z@NZ*B~ zh)?V(Tm{!$!ZU1=YO3Ge(41HIVz<j3rr=ZkoBn!)Y-~Clv$F4ibN`W~gifW&+MY=r z$ueH$V*CFGI>j_Z3v4{h$8t`i;~jgFT<k;#@p?;+sSD>U{MR_6TzTEYB{AE37YBK_ zY^=%F75v4?ZnRZ(O49wJ)h9Uo@;Xy^S1;S%R3h!6Iz6ECWac`BEVs)sj$c@2zTi?i zSK)J0HRS7!+3&QBwtcWG2&oY5w3^_xzHjf+u;<2eu5nH35)O~OA$I+7;zwuW7^Ps_ zmCH6IYn@!SeAC5Q>@ya~F+F|368dJbbZ(PY$IIy)t0YQ&)-Kt>G08+__JS_`jJlL0 zO}@p_X;GSXQ&(U1Qri0caOYBoRf1~M9?jX6x@zj9{Zc-mlAIlUa^6y$k$uUhG&+t6 z2fHaP^pV|@`=r`O@=R=aV%M@=GbY6K*!YOgtPtGTI?F)F@Su324a>$F=c$1LlMSXi zF<JV%^eOn&X!~)o?rfg!<g`tzWy5aG%ynKzCw9#B5_WgYyIX$wc#BPzihi4mPQQtv zh>C@wO2B3{7p+>CGiGYFO-EiV>F3y<={a9v;>0Hrm((xV9-Xkfi{pQqxBSHDVB4v7 z3LL-0Zu!38D7E#|Dq)#*GHT-uA(gQFg~~yz=A{H%Ii0z=ZJppn54%)f0pIJs*E%xl zDg-WRG#1?7G}+4WU1taL-OCcoN?de|17odOjP#8Yy(bxzJMXGEqr0%`^(+O=oLK86 zXWrOaCU!4gaos<*o4H!w^U0O1C!`!FE!WIpZ|YrJrxopzx=?bFru2kk!tYypJ9?52 ziCHiGVUU=ud(XnWBAiRLd&9#8N#dG0>#jI!JpZu!%H|t<?6U*ss5Q?{G2Po*THzqG zxnfe0*6$##^58bf^O+l2H%vRkHg)%VhJ0y%_ALzYn?x^co{@BIL0&SW{MOVk=O|Ow z(`Ovl&e5vvY?&6E`r?qzpT$yV`LBkw=B&CN{b7BQW4zB*m4gZGbquywWPb);%-WP* zxL>SozU<e2;gh|V>!t>tDU(ZK2>r0ZF@#ksEU4ySNTj1KZ^DuEg*i)Su+-Q@_hoJs z6k28}D9B(F{b<d@{|TwGw|Ty8k!VOewfv&|&yWg@ZiWo!q+@kwH}Hx7k#_dlc;oy6 zwguZC9ARMH<9l}tgTvJYsX-TB-6;)bVwm+RvbE)T<ocCHCM<8~Y%_QunPnc@aEM_^ z)}+);3<s{<2wC`bXR;dCTK}Jdo)#Qumab4T+1SmvW;%n-G;fAiHOuTCRI04K9x89u zx7yd)d+E968ojLtlDA%1lf<}S`^K$KyQCc_>s;nyn5I1|h(Y5fw<~|xLf^Rz4PAc< ztS&x2Q@F<ARbi-)mNY}xJl0TN8~;v$ixwRbE^LP~u3y%P^>t-9qN@Gn!9J0@U8)Qx z!ug#gHZ+8+{t=SO@Wq0$i-%$J+DslM&Ch|X0$cf%p0zGBV9=Qx)_8DptMKLN>mGh+ z5A|ToxVC1K6IX}mcQy05kqHI2E`^t6stP;p<Z9wPeel}l3A>WCy!EdgnsKNpcWPJO zDX(h1=}}h~Zd>tTf!8&AQ`V0T=bJORoO-;>RaF%o6n8w*e|Jl&ds!KO)brr2lR_To zMy(B5>b&p-|7w#<T6Y;%t!0V|h)7kL5OqLHS?QT<m?US?Sv%bxmd;xbHlFfO_?ox6 zhb1sGKwa#BRKu)8f*T*N552H3;7jTRg`4K`tSjU6SU2uE^JUV7H<7C{xRS1Rty-pV zb-M!VMVr9VV5^8%jmu_Bt!NhZbNrQK9c0;gW|hy<;0ZZ*eb!E83F@9%A(S~QW>yT> zr8zM|31Rg)dqp(tP2@XG!nHk()qX^I3M~72JkL((lCj<Fel<t?H_wzOUhSLmEP2u$ zclJ%slohqFuKDS)WcC!V_ks>vCa(SNapYD0Yuin+DMeX(-IXd|ueSNVg*D97$j`R* zK-Tq>R|>buRsJ%uow3$k>1OvDg<7#hfk@emtYur}I#;l!zZdk--Yk7n^u@A*RjY#z z&)mD_yGMe}7x|xl>T5r(sqMd6moi_+u0*~w<7(m~FO@sO6YEqa+WhXn)UR?$-b>Hv z;whKc_RALd&bwNtvf%B%n>jvG^UF`Fo^U?tx<o~NaaT!vk>EtD>gh2|k@A;!_2w`{ z*(Tq0Q%c<?rrIYc8CA1BPuW{fec3G8rE8b5w28JxHFGXfbb9(l;Pky&Y`gz0HhmiN zztBu5{lDS4zCB*6_(b+B6WS2GQEHOInkjR5Pg+>-58ENjlp4R2^HFQ4)smB(s~N6E z&e8Q+CU((#wZpZXIku-Ve%^fLer)FBwRI{!N~WJ*xnGjsz5e!#EZ;*XUb!FIoMN?F z{$z;nY`N8nGt&;t;qrEww)57+0#nWfn`JxG-+p#XdYY|wCB**Px$_mjn^)Ann9WfC znMJqn_qXqT=bQa6Jo^#;@$tv3)_43zxmT7ws;geJ?LwOFk&SV6C4K>C|AzhheBFNT z|4$z~etlr9@9G!psGjV9YA>J6%6@yf`!)X`{%hE8XJ1!eBf9_JkLQo$?ceqCt`U6K z9<F!9x2N>);bnO#n+y0VEbgR#;Iue*I{)eWh@=)%wyuhAzvJ`_?ez_n(vus?*T;0s zzHwpB?TuoaB2U^?>^%RSyKv2P`JeYUo;boUWoly97^k<%PTy#u#`B+G#S)h?US7(- z=47U=+&!i5>Avy}0>`T=tslyEpE)D$v|G?LPJffVzR~nmcX$0g)w-io@qD`En+Wck zYm#`6pS{(QtSBwTzr0#GJ|=~6sq*Ca^NX(+*suR|G?cGS!~N5<{GvS-`H#;?iR#>) zq#T~{`*Zc_&)N6yu+P*lx$YRZXTzdPXDpTcT&F!fVYqO4eB6uK(W;+&-vynVeqUnc z{NAbWW~=V2dc1FTQvR3l;5bQPt*%L2k(m+}3ockb(aXR7<I~jFU8if7?tb{`X}H?9 zAJxsz_QyUs9lmb1(dVh}7M)pLe9~#dVx~z-TenmwZ~c2jD}HbB$)$TQ#qaoeNqS*? z<Nu#4Rrgihx0|l)vGmtUp9gtGs)@xs1u|tzXTH}v$6~|2aMIW7&m=w^;1rUTac4ZA z*&8|gvBU$*8$8R7%ua529uc+EQv3WJnR{J3{?_n(kYV90voJs2z}|N)qObV2`sJgX zi#-fCSqN7=VDa27s~#b@&vI(Ksf_D<+vdvJvduFao_|<u|LOTz!vn<uN6OPVs_PO` zUiw&iZ40~lY=fcj9DctCjgy!DeQ$AdAG;3UA+zp7t{c;jYfRYquI$*nTCdwn_eJnj z&lA7*Z`-BN^2ui#GUhKR-?Yn8xM0rl+Y{bZrNpV%rA?Y`%xK>CbmDB|#<LquiUOZ) zPPVzXy+qvLdrsP=?Uup?k0VZPw-mlHXXXdpb4)VNKl&}-{bc8J<IkJV&TNoAzG?H> znFpSoxsy{U_Q0b5yW3sYOSbc8dgY#DxnnWSBljGOS^BcT-9@t+9!CgmwG_Vb`J%~- zpG?}^8<nEo3NL)VdUfB^P1B!yukL$l)c5@Ls@YFBw><A&)%UdJ@6WDP$(FkRT-L5! z;(ukao}jDa+5KO;wnun>5<8uF@7`t2s>x47^EXa=qdV>L-m|j~ZI6upxvh5D7u{)> z_Z^LTv^~P_uUPiU`$?96qt~c5bUzg-*f@<vZ`$PpXJ;wxh>T{PzIHl~-?Zxo&(3n% z5gE-Xp6&HeDOWdUj%r)?lPd)qr^)C|yL|ZQtfn0v(SqjbUXRpreecNGyB2Poqm_4U z%F(m8c3DJvOQ@gJeEdWwbB@gN-q$t0g>z)q_vv>P{xmR_djI1}-y~7dtF!-n(f9G2 z`roncG@I_FuP)PdYyy<e>R8oq{8}Baw37G!EB>DoQ+V!Wmi_Nc{IS%fz3~y_>F+w0 zkE(v=|NC+I_4Uikoiu7i-828b`~ClycK!3^U+(Jf|J$&n(YX8mzju$<-!nDcX1mdT z<1+K$-!JR`8C))_zxnU0?r*)?^1AB_Cw_5SXk#1AaqRm4+3u5Ovs$!Yzw_WvTJz6` z*&i0q{gYz5^#sG2e33s7lJ@Imf70|k`|#eC%ECpP_P&h^zs_Hmc>AW>r@P_t^&M;L zzuu28){j5aWOZTTCd-;Csq>Q)c1^qdAoo+dtN%ayn>w%NxoTMT$Dg*jBK3aP6Hac6 z>XyL!sS{4T&agkNw4&5LTgc_z^1B^-<o@z+_ngA7@_xIg%bvg0xkdXop0s|i?mFXO zr0U1Vm#o)JD*7`s%=78LJ)ws_*DZ<qFTZ9|#o8zDH+a4JDPItD?`x<1VUBZZJD--{ zRQbH`<oQjW?;dY9JNdKHyz36{KS{Hn&(Ggn;&Lx$<({ku&n|Aausz?@nldT7VZPDH z|NBfi{SHp{{rC5WeX_FRe6G~Ilw!!xL~33NXix(*k^!O>6ckL1ObkE@KwM+^m<M>2 z!?mKsJ-8&XBvrx21|$F)`A9TS0F8(^J1Q9HnJDNdCxU4^JGi_d0eK^sydhY(p#nrN zgw%J-&nrQ)Elt-z*FeDxHtqs)K$@<huAzcCs*sVcfr169kg=|Tf+ebuiLRl7p#iFx zsjh*7p&_c68A!|sRm>bD1_~eW01(6>CLl4;I1!SV1xO4OykIdqJJ7HYG|)jNf<hS- zej$|wsS5f5iRr1JfYT31EK1EQQGmNc-#0ZSGtnu(LLpiK<X}^CGX-OFV})3-YUljC zlGMDCVg<O}`tC*fr3FX<2QeQk3eo~{Z?J-XNKs;5aRJD#<Vu*Zr$R|lDcBVtMb5zr z`Yx$unaQa^?oJ>j(0B<-EzU13N=_|SfP{ga9W2clf?@~eE$Bd*Av}7pj+B8cf~Yi9 zFf=qaHv<I{G=Wykxmv|p5fZxX-L2nqq*i*(^>PZDX`!w;$)Rh4K$}3vlNJ??Wr~hU zVT}{Hnwyd{gaSeiG_p1G7G|`UDJ)`RojRE-sdZuRty|l+`N~+|3XU`1mb?AVv$Dq* zI6}YQU(WQX_TImHweM@+|GsA#nf^BMZ}s}U*KP$f8Y&fCa+~B4UFGZj+WmjU6E_hF zmzsx{OmlBtH<tU~apJAgCfz-IzIJ8*%F&Kf^NMv$+4-t#b^eY&YrTv37qq4~Obpk_ zk2IU{=RDh@p6>x>sjOU+uHU||c#377+xi{L-u_bBeWkf(<%#&(yO+ckaeAbiDcV1q zHSKkDZrdKVpR*@ikJ`U~&)56<e=K-^ws-D%FCcy@>Vs3X^w~SdBhO@Yf6}sT)hY5( zTJGCtcxpqmuA!c666=!$w$Bsw7t{n+?kZYWw5aIZORrT<QI@UeTQ0@quQQjIcQcxM zY01CfU9J1neBY@jnN0L3i~Ob89{RF-{`a@%-<+;;{x>uKfcXT&37P9pt~$ByWaNa8 z6aFaQ&)aEzJMZk3jGnDFpP6<Z3!fY~IaB_v^jt%$U@z?n;wPeO_|t9Y{4F^5?#*4x zZz-n&i?+<+w9GEbJOA>`Ple<2gnPfg&RnUi{<Pre)02T7%Ig9(UrK1Ks+xRREpUqc zwbL_C3#W3I?0=<ISUA0}D7?JusNsxh$D|e%Eqf&ya_v)3;QM`VxD)mi`^n5+U9)l3 zrlP*0o>hMAVX{XbFrQtmwfCgx8EeA}F~yl1`ima@70hqFp!mpe=DZ~#C(4!{O8VYZ zt<CgI_|?Wwvz9HeJ2Y|X#G{*oX3Sw)uM+-Xy`{;*DW=!YbIUDT^FtuDx#*E|@Nz%i zjiG1Ho;@?$T6JfQ*Uu>@Cv*L&42%9Z<)ZNEOK!`ea>H(BO^#j8HFe$jI-wccY(!!b z`~O-t-;DqLVfE+dK0URCbyAy;?AtfpvhHqh>B*zhb@zWd_Qrny$LY_febZZMcQK+N zL%}bhNcYbZ74yGw>kBg9akXn77A-hi9{coH^XaNHXV(<Xnxo%e82=#d$-Sp_2mj8x zeQ?Lzn6T|<AIUu2Hu3b+GWVOsRm)VCdri_Qoc?CootUyozUAL{vrn)*acqLD;*Na# zlST|8sRwJPz4d$6W3*0Pdz<Vw@!UzemxGU*7o0Pm#JA!7MsANE4_|0K?S5vdK1<v6 zOQ<4`zj?UP4BefJntZn1G_q5;zvj=C#~<ey7HxcOb6w_o^t$`Ibfy^O8=JBVte$++ z<^7R~b^4!;_Wk=3{AbzuZ}0nM``@Ov#(VV7-}UD7jrJOm-!^84wwzV{=>J6NhT7ae zB@y%Mo_3V|PW$~=a<|UzH~#8x{a$+CdT%@D(tF!UkK{6EK3W@kZK>_~`+;mhx$G}F z9vE%@Iccg6?>n(XL#~h0uD&f?y;F6kO}I;ZUisAKmwk-xcN8rbtyx&EpR9AL=&Mbr z-o%|cDNo)_6f^V4cIP$QF+<z<zWIzfhQE9oW_`4LexuW+VqV6-MU_`K9$2L{!C=A$ zzs(ZXrpDfllGed$(^UI?RO{s`MV&-8UfI%_dbm-wI_daaU(<!sQ>XGv#~<Hk^=bDF z`G|}A-~Rgg^7ys$vv)7rni;p+ramM%`TEP*N$U50%Wr(FbL3sZ_YJA+{<T%d`>*BR z-IvL%cIVHJ`A<r2oN-^ga>~y6`dgo`n9Q~4<N7bFC;piEJzaDEra!0Dwrghx<%cg} z(kk*@_;Ow37u)MwKL!03y(g-CT`W&;&;7p*?>WC;-nZO%xBFYIH*()gGUK0dFTQkr z*&l_c>?>z;KmDE9{o62g^KtuzkOPXBeqO3b+_35+@8h38m}{ifg7&Xl@>6YVTK<`5 zu{U+BZ_l!Et2o5C@si;$2|Kk@+h4v*DG!ZvmOC%}!X|K1=GGO>eOnt3vhjaTnU>1q zmHnChvXR;x)8C!NJoP#kVoG;eE~wD<nibC4XUg94ayIMCZ|1feR?Q4EWoKHmAmP&z z&BK$;dE;-+57+1lI#<|S;x{X{;OwRT`?bF(Yaf1XcEs=htFONOYhFg*xgZf|Qyyng zocm(Z`|YjkBJ`H_*X#T_!Y*%9__J>jXM0|a@wQLP4sNwi{ya-B`p%UN7B#>2Y>Up1 zD?WPm_K}+OEyAbk8UH+9z`E<PR-N+wQ>uFIH*efKDwfvy>2%x%Yn`4LKC2T=97)G! zmu_!O3B8u$JnbpZbH;7mr8A9%i;K>QKijfq%_^IVHEWo52Nvh8yPh@MCbi_J%SwfB zC;RX3oA&Y2;!XQE>)HK!Ztt<ilG|YYqy^4GVXvyc{CYh%dd}_}dAIY9uUjH6v)=j* z_nw7Y0-iC6UYxK^=`+{WxP#hjf@Om5Z2p;(JvVt;_4LQS|B7Gx%i5RLpQz8RJ^yju z?bSa_<iB&ie|ETcU*7KMuTv^^xLaJk>^p7FLAIGEXI8FkRyHd7fBBD~pGmrJ(k7G5 zo4%N=Pue`|@{$@aE499>tCw)@pW^>fi<NcHo4>EOm#?e+-+aTfM%`@LQ=hCEGZLo# zWB+zk?D(PI?~^x2npc<nubm%e9xHtK^Q5@DC8m#i_J{D=>ooDIMeo{Zuk|aUdeSp3 z|8?H;=6+o8`{I({lkL5VRH}m~74QA`#P_6uU9t7XV`|lV1Me+euDUaL@}xT_&xQ0( zHJa<$yGHnIQhIe<<KzctD*kgnJ2mlXnd?udyKAky=iJfMdHBXpR84B)EHh7UUEiz0 zORs3$Uc9_&@2a3hAB2{AWd^9Yc4#eHFVe5>`Ax%l+rh??Wy?2z@iFz(2{`#~>zfM< zhI7j<#GR>nGqd*1pN9(sgdc0@WUILpXgpij+0?MJv&;XpR({e$ze9)4?h!p4z0fi| z=+otMevHwHTw%Ez^DdqUc{uT6_l)yf)BFnV^6Hwm^p}0|_xpc)$LVP@DW6Wg-Dv*! zNZyIan!Df5ot?e@)YJIm|9+mIbmJrc{QKWNxu@OH?TXdapO`*jdeIBPy*4{1`4{<n ztv$1E!u4I*!TM*mZC|Bx+|H;r=!8&F+@rV&LSF6?&q}O!Z{A;2^YEY1)u&6BtkKBt zKB4T^^ioqfNABpW(_7PfyyQ+xh*s>iNbI>Pds}o_%Bq82i2{O&298UMuJBkIM)o~i zD{@dQqIK&|wH3R=qr$B8{Uc}YGkW|<CcC(!a&6c~GnKHHUrz3fOVi^}K6})0R_wnc zkDlMQo^hrAsq<8yF4_BA-h8so%g@|tU1sWUUH@;ItWV;RE3MsfmX_YPzW?Z(d+c8O zJY}yn3__jF3%XP6#A`$}H9Qybill#z<la4RZF>3V>p$|hFs%)lz07v<Z1Mi?&nl%G zyCWpNn)6>@zF^;@oWJ#d4ZeJo{+9gBpjssV`iI|A_paZ3{a<Ki#TtuEMwjc&GP)k0 z`p@+2|GVV>_4gkCZ|{G~kUD!y_ok;zr_{RSZJjqx{kV9MU%@}|78k#!w)q@+4*Qdm zXSnTsqv97GzmdnRG41f>_(PAYUz+^w2wK_sF8QQI=#q;^O=h2*z<FWrn}t7S{a9Wi zch}eYvHphW$GZdf&y8EWe!;=_DQ-_q#6O8&F8USnYlhQD`NOkkXR`P%?~ah#dV#&d zzMb#;g}q;d%Yy%Cf0^aAebHX8Rm)!e@ctMa;!=KU?li~apG(BcT(fI3YgCi0`mHJy z{yF~nZsFYiqOgk1iZx<?4dc^Gp<6oT5+pBWd;IN~w?Lx!W7^7NpOmU*`EtLAit?7- zGW%Y_$u$>^GA!lx8~)=|vTZ%)uzczl&Dm$3eNayguW|dM9OY8`#p;;$y}HVYdroiC z2otSW`DfI-M100%*(CkQQ#!Z(?hDoH{F6y5WAtrseYR-6YKin-7yIS)%lCig{m5Iw zc-H;=`b{#+HZn#0VV-yJ`sc5gcALm8&TZTFHsT_0#S;eEC5JbhU7y)um$p);JNCr1 z4ZCmL-`TDI*nLU+lG;nvHv;Fk?fpB2UwZ4s$y?^vIp$v!OiN74&q@j3^!mo%H-ctI zc>hWM588Hm`^osz%XL{dF1&I5<Ia!g3;oV4d4JJrjeYsSw!K^W>pb6IzW-AG3#-`1 zl{u`{Jl8KMev>T!U~}(4^v~Kqp8wXEgzxgM@|>r0e#-hu_b1tJ`g35@)oV%Jb6@q{ z6|Oe>R`#d$$L(jko;91M9bB|sL2KR;@t3h%{we;Q_D|sv`&<8X?whGEQcZ6kdY5{B zQ~1r>Z}cTpXXeYzKbL*+b?Kkq8!oT?BUh(iW#3fZP=BQU^#4=#({+O8nYc!&+Nwzg zg-A{Kr=nfdXcIS2!TbdGQwy8mG|T%&_diWZ?SGnjx-ffb>CCNHf2H4EyY2Sd{T8t$ zzse1})^<p4j61SUcH$PkX%!;Rx9r_;)Uk?L?60bc+#=x*PHLx9TQBTxI-B%0hi`XF z?5Sy+qi?2_nO8U19x2=O+<>X4@%Do1hVain_q6Ii-~RdRpY|I0d(3~H|6#T}(eL=V z<fK0963$CGnG3gg>=H}Pn0(E9`{7OHp1YSSU)p_1{nGrU$seM2*?8qmzkZVc)b1y> zpKeckAGz+}?#rJRExrF~+tVper%a7DUVHPJ(Cew!manPb@NijT_LjSe)#tzQS8Jb6 zbG;B_UB2~!<c#LUKl0{j<tH2um~c4dQ^FI*ABlEpN9|X5bsg0ATqL)v_le}AV?A#j zrXPK;o%=??H*NhTHtp#ftWP+LB<_Fc{7L(dO_lubkhVSEyRLm=JHOO6qSxxDV%>zZ zOKSH_(tp68%>8GEt*gB9z4gnhZ-(ZWzD+!S!{klw(;Vi#$1gAW`KD}D&-*7v#Saw9 z=PY2ntE9j9^uMoKC$wIef606kcvJU&%U4aW?*|v3zwrL%<&sH}kLD+qPTnB3HDT&b z;g9<|kF2`hQ@M@tvmvwgiL2L?xAaGL<~+S7`N_)4@Bb2iU3P&$<BgN*grYU=wf-B% z$>|^CIjpmIxxxFe3qNNV$}4;EDeD(aPg-WZaoUu`F!M`JQEukRS9fdY9g*+5FScK? zPIfQn8&9*oxkn=Z)xN0Iyte!L$GqkIH^a^x{`~)YS>p|(SIhSs$e&J6oxy)xCtGLk zw7b)4r_GPJx5=+zYyR?ffs6GHCf0^cOTU=?ZQYkr_Cu}t*hQ5W)}p)EUuMZo;tS?I zy(H|+O~Z)e>3sburcpaZuT@KY{%P>+Sm7Gs>6iR71lk{z^kiuM+P-*h)s0HSCA%LU zyd9zMH7)U~-lF|UcRX{n@}29gqIU7G4zn-$#rv1@THoxd-ov{BPKzyAtN&6cs!eWL zfb#1`_HV(gVb`Kwif{OyvFw7+wBz#_^m-&`wG^keKJD+hyyM25A0hjKta@zK`abEs ziHj_ei)PiekvN_yby6y$=#A2g4|<bRn)fDWeN>2-yRWmhH`X`*(&Z1Gdh0h{6?*t= zLHJpV^+mt7bgg_kS>0D>c0iQTzKWOy8E<ABYWj2W-<}v>*{PG~PM!JC`}kHP)tjp; zCf!*l=+}NXZR-i4bdz=G?6ucOvL-s~eTXk`+<4-5bijooKgSyv0!&`tHfj?yJGv#` z`_+U!f9yS9aeDq;qY}KuYn6`N@~b~hAFqwtFP6&voOR;A#I^QIB#)o@B4d0vbJ<;w z=g*iHT>Tk#C5w$ayY$!^Q*EnPhqh*{OK;hHEPnHyNSnT@Im#1c8mCNrm;W~LrSXiJ z4_=mDuClm!H{jHXFW0Y0O8$#l*r@pQ`c@rdspqV(vo;qMJ0E?_6Sn!v{v!(ieGUs7 zxUM+%=Gca75@wsFbC*i+=3cEj_O<+uWN3z`#e=A4@z;tnFHDGXTEw5v@b{Y3%h!Fs z_MKex@yV<Q&x*4*FX^+o@8z3fZDp42_J7ZVom+Q4lIB{-n^5_0O~G-Ul3Mki2>W>F z{F-2mj19gof`pX?7kl;O@7(V<rDgpUp7#1>^{&UKChkz%e0V{3-ih9nv{$ts6;G|X zY&EOtU(8~y)ACs>&%X0q+Si@;;_QX3J^9x~`d<g`;XM3JrLs*}@B7Zqr|GZHOwrT} z`YJwmtB$bL&va!4p4^pezD;#KnX7*2%=eP@Uhc%>-@%xw)9fB5)i<l4-N<(e_nyR) z;eVozKX2jqApiT#ZB^aFs@H0s77KX_s;4{ieoepRrjQ^a+9|N{>Vf4K3fpGRkFm+~ zo#Ov-yOxy18TZ}|x!xI3oM-0G)|T00y6Un}N>A_Srp`TX-kX$`OlNUo<L{pJ&)8I1 zU(8hc{FOPa?SDI-)INKfx+GEG;`j5wOF^%~e2gP*?Ozc$Z^iog@7K@YZm{BNX-j)< z^!+buV;0rDy1DD&l!-yYQ#So5=t}oY({1{6Y4af^;S$LryMJra0`!elSe8Z}*b><$ zv`^t9uVr!Ze{Y{FY4+?Qz4GE3lWUo!uU(oU_M@!s*Y;2MFP*!p=or7V;kvo*n->Lj ztMkOf7WDN+*5!t|?^vuVb$`c^^_u_s?DloPf0eP8dwyYtNnJwrG{e{D1lTq<`8sbX znsxJWdi1leFLF-*X+3DiYJOYS_aI059yJ?d5iPaL@?!h`hTh+t+ig2_{%vES>-*={ zuQAEjS$|?}`FxwoS6iIEO`K5L5Rvry_&i%>v*}qPR+XQgShcpD-d`ybCUSChrqT+A z63z^}4D}4gjER5T=X@1Df7Rmg5+To}7PoZ{uVmjI_gd^rf%+`PkMCX6Uh}>AJ@v-s zwH9l%LYidz*QozIy~FVHyk)&t^Il5c;&xKqC$)lGWul(#<?Q0=F9Sb337PDEi7B=A zW1Y$}Uz5|_?{#lic-(5%Em7+F?xH7lw7Tl+Eu+c)bLKrz750(asJ<$9WolNbT7s&A z-@Jz*%o)}h>@Qp=h;qGMc)$6Pf@hW2Ey<Zn7qzNioUq&~v`Xmk<&U;ZUCk;P|5c8C zQu&*^!=){(|GQPpqTk1TL#BPP2#~80z2J5s?t<Wi)^&%=*){kkO*r&X>d4Z$my!it zLs!kcw0H~Sk)`sJ+YN&*{$k$Sl{uTe+Ez2QYOB)U4k^buJeho7n=NMT<=(Kn!+DQg zkj+7p#M<@7D}5UOglX&*?aFbT9{a<{czturpKJG~m|XmmE7*Vi$XyA|xl=s8XzknN z7V)qu=~B_lsF)2QGH2Ew{pdP%TGR6e{fW~i-o6t2{;Ni+^u>75BdZJiWV>HwY4R?& z4_!6YsPL0O(%XqkT<qUYG;~dsDC~V=>}oSfnq5D1llL}{nX6={lwAH1T_vmBQWvds z>cpnQm()(Sb#K(lZ3)@+%2LPjVdQelNz3BecdyxeOVu=ShOa?4m#pNPnzc7CY!x&K zc{}yhlAIW^(3e`8?Bd~}vs8PHe(Jq6jJX){a^k(FoUQ*Cl=OG*iZ<zbm#*TJ?Y7=} z<(mDs6wf-WRm^Q>-Zpb?`8P42qlViZq@0&3@JZ)8WHn2Ek@YA&kS+Tmgx%&U<5DYu zT9vzvv#b?@mDVl}%hWAxDpSxsl$FB5_SRT<@$o5NJtZgcw*~SYn!>Ym=H5P)g){Xh z%}MI|SrzM<8rr_}YRBiR8Nt(URb8%4y)HYY>&(KQ*I!dP9kN*-R!LmfyKKs^jB~oo zv`vW|i8Ev}LsFJxg{(f&?GV=a(fmh)fl&SQ{rY!w^X9457th#ldZvEngO7D~6K06~ zkv-VHYV*(I899dkb>BL4eQy3Es>S+1Sxz+S1AnD_Xd}PUex5!2HA+7kJ>I>}n&Mu4 zaKUe9!SY!WI`yhT8j^l1eje`pvgV;nQB-89UH#1cE;lnCg+Ew)F#gfsDeV80#Q*Cp z`BXP&Z#;YbJpW}cAN+3n>Hkwv@X;UEee&BGrha#u)WYR<MD51Cj?fLym8P69owlO= zM{x~*s?(R79*$~W^Iz#otgYf(WZPC<6|Lg#yRPih@rVg?8v?}NaXgrErrhn6tMc55 z&a-YEx2|0NPW$@juSt8Owa)76>b;$|rDkn}_Vry`vs&{HGi_>4{`YC^k7<*S3EC>i zUOD-`<HS?9ubDlbJ>8exYIdIqk+>gb-1=KfGd;V1_DZdNol*`mxog;S8FE?fHtkMS zk7wT{SR(u)ZSxY|D|}JiSC@!(gegQdW|#`Db=bmmk;`RuXNGBYK0Bw2M2CSuqQW6H zB_0S<Sn&%lv!Iz^uY(EGMGlw6of#~P1UuXmq<meJ1$rG!W^u@Z;a!&(4q&L}#O}oI zWG=YWVG2_qm&?jd4c0{>9YG3SzAl;qOC6@n;@}0tvo0A9V5sKA?8NM3EXXAQf?b^f z4PfZglJsl2tcrlM0}rDi%aIA45===P9f}HVK1T#Vf*-fqUUK-lx`Btmh~Y#7rzArP z!vsbLHlGs=3d{{WJp6mlny|UwfP?{Oj{Sze2fi`i&QJP%_Cpps=NiTq5KL6!Q2;~X zM219$#2FoW3cDI!FfBUmQo?wV)kRz&R&CK~o;zg|9R7T7{<QzCR2?_>t&P_|_2#TO zX?`JHE#ALbZU4+FpE}{v*?-)2U48O;#hoYFD-S%$IR7Mf$*o8i-R~jG6FD;&blGCr zZ!zBDt`bZ!4t96g&wli0imm^*8&WyeIn}xPw{)s=oz32DG>a&Y_#PF%CF)yL`<j^5 z=N{!1%O1Vtbo=akwwnKJht!(#r_NmUX!3>kDr+`R{^<8;a>;wcxB0GbJOryZcD&V1 zy4@YIwR!⪙WkASICqXPh~9)Kgd%m5E2()!K{6G+u!+1S5Iux%$g$WwP9lw!yn@S z{uR<C+ACy2*tFQ5Hiv9p!|}<{Hh;%S=LJpydLF{D0Z~%t`cB5}zIXiYn%&<+%`IK* zTaz2CB{X$dyWO~?55#qd=moBp&9N8l3Kp!En|GUepZOv=*RPv7zxlY>a(oMMnagrb zMpK4=n?}%&X;E*}#3yTUXIwUz-(SdG7w8hpu(49GR3}0qC_-UL_k}>atmB&$WLeM4 zyY>2gdD6e)^1)9^S*;Vc1urbH*&MWS<vdoE9ap$p|6M!YWOUhm#qlfESI#s1*XHT| z@FSr6RD%1bqxEb>tJ=HdTMM>Itt{iJe8X>h_>RDz%B|M_`MxS{Ir{1QYW`J^ujU>N zwC<|s*!$jKcgKqDkK}f``v;n@TACI8F|c%N)xukg;+B{_Uu?4|Zk3!+R!|4)&v}2d zl%?kM20n4W^7-@PWnG)ENQcDghG=hbKD5uo^kQD+N5w=&E$=UOeBX3W^><0^-(hoV zPu0Y?JJw#_cEaqk+1+Q`pWbx4S(LN#TgvVv|4qB!`0c)%xAk;co_ckbiQN+RBXd=* zX2tm)>1En3XuP)I<I_%Wp7b(5@ktYvu73XY(>QYP#r;!WP0u(c{`qg<vm>TwAI(46 z^Q3B3{;W(N-Yf38AG>=#IqXf$juCm2m=n#hl<mGy>J^cmO*=GhO;N4mf0?-DWqV}p zk%(i<<lCH{ct;06UF|jR;o2FYzh&ot_+b9w>|<;5naOv;?d>z(oa2;CRT4bUc~yFQ zN4)p19qqecXZ^02l&~;i{+&~{rQ)4MJGYv#Y+SrdVv!|hQiz7ckvGPk!buVSX<UXs zG!(-bES?mxHqW{2%epM4@pA5|lRhWD@?@26wVjoA>WMJ#ETiV1C4D?fY&UMrYhnsM zwSMD*2}zFo)3nU4<#>cD2CbQ;#Pi&0v*Og5b0t;pcRb<m_Oa78y7|UC>HdiooHMT& zrl$lQcToFK|3hcKWWrwITi5q1)irSaem$-E(6MW#+BL_Hsm{8#d0*|1=_{K)Oj@eV zk{_A3<@faKQm_ARjXK{FzHjj_(LmdS@wc7VUomB^j=MPhx|`Yy;a7ijw=TT5>Qutl z?Z0+C&WS&G>V3wVAQLf>+R)H?_tLE^)(O>ycJEu|8XsCU^=9~8FTwA<2j#5K@?4FX z^<ZyJi?E^0xl_DneS)LXI~v~2p7%O>eksHBkIOS$6jFBlG3GV*2oVhz5AW7GV;neD zr7l%w-KVwl=glr{ur-ZYy5Pp^`JU-M-cBp-&9GU2@5J2w1{zLBFGTOVoxb{La@g+` zd8xYpCgdA)zTY`%%P;Hs+um2*x_vvm+rK)&G;nXA$^LsYjQD5W$a$d^BkgqahjHqp zlxbfrWJ)hq*lRHdG;QsC=c09hX~TkdN7kM`wtG#inch0C+`Tg`Q?JV&<J-sBQY{lN zt!cRad`)hC+`b+Aw|t%E<5v(9&f1^yY+C34^O1Zj9{l87SKU4F#hLdy?{waudaw0P zYx|;-dULL;c^jv?dF@io;$CBy%%O7I$za=$_p@KT-{?`+ce8N12Mg1}16gUeUe}wM zStozl+!kwl=T+9`pWBT2Jg2Oe%VU}6@#S6}+ci5LBkkM10gEQOynFL}HoN7b{|tp0 zY{x(o!q7=v=!7?T8aO{G3p9^xZe|EyW?%@Kst1XKX2Ky8!3u`(xq7Tq#>ks1Vkhj( zJE9=aRy{B2l<!8S>i!)YbX;d2JE|5q$A+QpV7CbKp&cJ?w<m9%7<8cK@R{>6UoP$c z=ElB2{$3X&vqtWc<44!UDfC!mI<JyiBKGjz)95pI1f`B1-o`Sgda+Js^n&?@J6QG~ zeCK*ga6Sjag>wCi*~SOo{WhAiJhAj0d%6ju#7nCQD;|}Hzq|LN$6<5D{nHZH6K}iU zj6Zh$nZT<z;Y(E$RrUI~zufWhh&pDKG4&OP)KC3uB1cyo>8-vb_iDz;2$PBZt^J+n zThDjSKIHpoRl(F5qG_G}t^O0|d;6KJ{I@sgmCD*ThKnNh_FsOw_u0lv4!0g8e?7Nr z$*Je!?-T2OVhLza;DG{EK|#UD)B>ac#4|EbK<r_GtOx+DuW(5%PA<wUD9JAZMGSb! zg<oQBs)D{xkiTP;v$kVVW@3)6Q+`g0ZwOq4TVifzPNjkdSW*)roRgSdtYB;e;pFF) zI6)RH=$aXsE9e@Vn<*F>7#JuR8W<Wt7cO{~B<5r$JLaY5q$(JIwK*0igBCtm8kmB) zAg6)&x<-bEU;*dE0*}<p^o$a)F<_zKlGNNV1q+CN5XS??0eQ|XGbhzZ0lX+72(+vK zniP>2DIh`uVqR%d33xR|NKt7jNDeIOlvtb!G7nFvWEK^dIA<gl!Ggdi5z03-GzOai z(hu?xB(N30(E(l-qVJlQoS%}Jm#&~6o|)&ESDXnG0P73SOex7IhA#a8#UU<iYHFqc z!v=5`NCd*erH@wPX0Vu6&=1KE&C3Msi&6mRcI3D)0xfd^rB9^nZv<K#0|^^!d#jLF zjDQy`A(sbh!{ZBtk4xU)YkhLlMqTO1O=ktmpKj)fP)|(m;gv`#nItRVdqiHnT;M^< z&9-F$bEXJPns)5(WTz=h*3aBl=^;NO^ZvItX>Aw8({8ofZJFF|x8?G3KXuNtTQ0x6 z;F*4D=B$7FtWO%&Tfe=+eCz)AxB2D!?RVe5XLL>?JEhwvHFs*a_>m(k?f*9!rYdiF z{F!_C`PeyoYXmo)jqrZ-<>vI~_y7KscKx#VutdC#arnHqTmFCJOuoqaqHIp%qTh$F z-JMX+v-AC#o!rxB**}qx|10|B+2-fkso%JM%clHEpIH3Vn|sght4)8{Pb58T-P!tX z(xqb({|vv01t*9Hiy!{HVO^u^J?`u|n$0gCeoLv=x;ZZ<<mP@c(QStgeV+d}!O(>N z-?FL23*~b8y*KFGHZ@#TwCp2u;<{C*G?!`IbzPSECWOPTTuk!0Vcmw+lQ-|XcP=M< z+fL0T8(I8KOiGqG@BKUbN=nXpt37MoJIl9ZZM+wzd+*|6p8VUZdvnffo!YumyZTvJ zUbVFUzQ4cUpO4v{lG-0r@!7p~?sC3&ulipeK6-HDWcKpBu2No6VdtAu?XK?n6#o9p zy3g;=`NvmRe|*yM>(aABA9p@)+h%8ZYqRG2kaIkI)5^F%&DzZW?vL~BMN4nEnVC%N zEjo8=$DygrA6hfjonkKEI$3sq;ff*wXR}Scb8Dk-9p;VAyf-0-_o%hd;oD_B#}2#Y zhe_VFlk)D%if#+bYu_y|eD`f<#(TTMFE1w+8D6fae0o_?_iN$y-;Y*vUw-@c;<aV_ z*Sx>^_sqGF{X+j|*uLoh{?YE6;BSqR=8YG0bA^+&pC^Uq%k%zyc24(1^}9P!mVTR3 zmQBdHrDx$JvVQY5XIDwPqBGNOm+rh-_}sPh)-<nGf9hIXBbFwed2w<{N?*#fiSbT6 zI_A?S-kEY}?s<=+BAcD=>3FXFf8$cxy%bR`R!O}Zo-3ElIeh%>l8IMVZ=0}GC`7nV z?}@}h!{dT+2lURLIva3RMUj1F{e&6j-rE{XuWp*)t9rZDEg)Wap=?Xpj$N-U`t&Mq z74n?)`Znir%91RuGmDp=+Mts%HAm8@$SCK@gLdVevnS5VJfLUzx;3q+sp>?M?S_Ur zN3D=0Ruf#7tFBtq#k%KU0GFTKrn{5k?B3jHn_SW|$0BL5zxws8*Xb!IrtpSUaa!N& z50O|j(O95RIeglwGkczh>L@rfOWsW2GAf-Lx^vw|Nk`)ooYxh*W`FnXo#D;<dPe98 zUX}3V`x*D<b}vg1o7cuE_NUBsVb&B){klCf{0yf$wNEV7o+!I`4*#@>?-L$w;$J-D z-_Go8cGKDWoV{Pq3Q>tRpLEW_NIBZaKai_v+nn<!!h~HEQ#O}2v@uIqx^J6MA`!&B zq^BoomYKZ@li-Sk*qd297ro-T*|i`wWp<=ZR`so%doL&J79U&MlVjf9{^rp{hn4CJ z`+xrWy6pI(Yg^vBF7`;UR9~EVYx9khmg{HMMSW1NWSSWeta^L#gM+tYM1L+#WuL^> zc6FoNm&*b&td}f4q;P%ncdRa7B{#{Tf8&hCjL1oEV;{}=y|ZiPnPjhrD|8pT`H4KS z%Gsx;^X6Gg_tX2?`Onu(eOeTHJzC!H^!3YC`iHJC-cNej(=%Icxmlw{@a@bht*x=k zmIvO>ty0V~pAk1B>h2e*6?ZeL1heFg_qt_mpW$Zv&ghNOp|%rVbxnL8ZhUKA`m8Cl zlP_6zz2w{avV8(2-)8u1Tk@a%|2~HQRSDA@>aVChl;67dLw^+Wzrfq<|5x}Pw9oqe zP=4#|2l88IKa}6PO!L^^+*yVjb9QU%7#;i++_^aYQry{DMw6#W&N;N!f+6^kVx-Bb zWVX;F?nWh_>IzJ^+9+=4t5B5FzoC)x<iUkoC+^(edsakw-`>LyJ|6np{h-9IpzzY> zBmRFs&A*@BQ+c~$&YatQ3<n;uOZNl^%AGzTXnfmp-bCwv!lKqYn0{##9TL)<C>mVy zN$~XFtFNXQwgx3W?s7<VwY+h#au2hjtaGQ=39}0(A!n!fPwow?S~ttIMPhx@zPaVW zE@m^lvo17fF7b9vel%h48jjExr@i*?I(RZrv3G%*wB79)M+CRMv+dUt-TdHQfKK_f z39CZqxo%IITADDO>*n6%QwH2m@6K>B;$36F`TxR?)d~C9b&^<AgPo^32szz|T=+Zf zXwQ?tQ|3(jmo5mY+b34Ef3+MtWA2LmV(iH>insROQdO?|zr@hBJLuc7@Wbxst|*=9 zyA^5Jr#*emdQH}wq5h5*teO9B-M00(*SxJ%H<<11Tia}%jjvV~y%c^BH~sa?yWLI` zmumQ(GCQsJa);5;9h1Lq+QZEL<>T%u{?|))SE<Wcd<#_mHnT|Q?+Vu9Wp`$-J7jh% zzTnlu5ET>c%@T<}^)BCA^Sou-(#FG+j#_f3on8Fy0oO|5|J}YeU;p3Q{)BbvibCel zjI(^6R;JS2E7m5ztddbveCwm$8>NypZ;h2L>+;738IM0_Jy)coz5TI`{YQbnbw0<f zlZse=G-$eC6w%CMWr^^4q_@`n)dJ7x2r<U}8F~vN7;QKYaN4Bm6~+fMeK2kB2xhSG zkzsQ0aDJds$l){l^opwA4fEI@*;O5jdDeK2jjM$3qs7AHBcCr8KKl70^3l&1ENe3v z=PWVhoU_Q3bH^67Mx#PC#<ULS1x_+dn~x|OJik4adDi#0N+q|pcVCdaujds1>8;Y2 zIr-uX^?#QMTD`vQ`a&jYPqt}e{72QD;vZ@l<k@2uEcktiWy$lx-fI^6EE6o^zgq4& zwzJ{j?(p>5i_`xIiZgpC$8jlK)K8oz_3$Z!(8H+=LJzYa^sPVly)^#Q%jwJ>U-DTd zyjY)<(z`*zL8->L!R3e8j_R=IzqjfC{PG?o#X8}|{i7$O9(pl!7MM1;RNRfpyE5h1 z@hm-E<>H{X+OezdAC~-I+dkbO*}mrgk=e@^J)XbmT}S=Kf4^4FzbHNP@3*=3e^Zve zen0={*Bhw?(jQynt1Ap`io@G(3K!NceLa8vk<$8QTkBUHyOG3^pYXN+4fBcEitPJe zBDMH8^V+#5%IX}w$56FR^<nl0i{DQZYgT@G|FDdg>s!-tsUq*Yb9e<J^7=k_GzcZi zyB3*W;WXmgVOZXLb;GGoaq|1CI7%O{db@IS<@)(cq$j!_+uFHWv?jT^Y5SDTccdPk zWxoD%?)4?##Pa_9DatTA^Qm&i=lstbN|%Cq4yb)NaKjALSOaw}j4cd7DnMK#&^llc z1Gy20SdWaY5r^Dni=E(`cUVE7_4}NpX)l!ymF?a#VO7dw*Lsod><0`iJU%uYt9W>u z{jtVWD<O~m%KI-2KV6w?{fYC5Is4^grspS(&Lt)`8$5X7d4)G3|C006+dfuYGauH? z750<esc=i|iK_YYBib_eawR^vGBo^2>VA{ia`^qq`}2RP9+UR-;M7_u5>Zllr@e1} zmD2=PyE3!ywNd?&zl;B@5nQOb>z?w=gu=dC3fWSDTSE0%*PdR=GU@O2{IaZqXRCJZ zc>QKwobTGMtg^3RH`=pjZ>s$%c~R$#W$aDw&aJGUTFzfRDqy~9j`g!y#f6}-LJLh$ z2!TQk9GZy0G$pO0<`x#_?BS#Bn^=;OnwwaXnVcA$m{$z$vT=c$%Ak%1tiy(;2)XNK z0#^*{xfvN-DCioR8W<}WnHgIs7?~KG5$d{`TUvsR0d;gBT{k00Uk=fA0~rHW6HG+c z4ct3G=`Ik{cXRf10eKqKeS`Ez5&btpf#vM!5?onalA7z8mzEE5CMZP*rKV>VmlT0I zyeaufso+opg{*&3N@@|P<EG)6lA2eNSyBm?3N9@u$Vtrwg#oy43SBu5auz6TV4Xlv zR6{yC;R?|P3egIt1_ladMy3iT7N!cZu}FPZ&?0(JS^>ES<S_+sR~_U+{a|>XwXz@; zY@0su9)|Tb74%_#(DeYD3UX#@UP@wK3CPi)4yX|*?1Lb?4iG&$aNb9WB4npR2Xu@; zgFFzAVk-<lfeBFw+5=!{U;y$sG_zF9xm#6PGv(^l|2w}|rkzyTtTOYA&$Z_>XP#j( z>f}^ZWC{9|QtH`w;u?$3+zlE#1XUcjhzhtG>{y^ws{ZP9(8W(FY=(j>0<*Jobt9%P zTEF(^mZ;a0`uD7j4m8^TzE*9)zqtGV?B2is{_pGTlRKa5J+D5$^ZC5ps)}wdX15%K zR(k8be^vMSFZ-^}AU=VQt=`wZtcX8X@x*tLiTK3Shpu<U<Ly!+|LFuiOLbZ1t-tTh ztL|<0EnfS-cxafg=JfPZUE6sd&);;}_jtwZO){dAuh+PDZfab9=;`$DYjh)YpDv2& z-1L6aRPS9KT(<)L*`2DKUcUD2HXFV5j+K_Dvc69}z3czuJ>|9<`HEiuZ3`3EaK=Yu zFKlC;(>qhQd5_;|mB}`06VEF38=l%W%Qrd3>dc`jhf1C)#~=9``F7>4$aVf%>GM`C zwR#d8uQ)U0o&Wdc?Gp?pz0?ks`sZbQar%-|hb8RZHmp0mY`I4FpD(T3HXf^7_nCc~ zcaXkkwMlCKV*82<g*Hdiw#~|oTYcQ@=*34Fg;8tPO)1%a_-)DVWfsdU&X;|&T35C= z$vbxTCbMeaf77Pu-ZXzUJJ{yk6qDu2>lR-xY);<&Sg`%%!dsW`lvU3%);<01Yl~5A zo>=Mk-8*mluChNOx!qbOGNqJf)8Qz=o3Uki^`_fb++Q=h{p|5Gn<|UTC#*d9NrC^@ z=8$DUmOb)Mq8~SUde;c{><Z?&eRb!n&F3!qTe%zliwa*`;N<2T`CO}D+PuKv%|F+8 zEPotzT|c6VccIP7IaW7UojZ5(<v*@|_0zfADs1lg>@N}HXS;k^J=|wzP^hFH7kjhy zk5l~dw?DiwzL>4w*>C&f*VNB-6@hQ}?=SOw`=*$Se@}W<*0*ly^1q7tuX=wU`*-Hm zx6&W}clFO|<>XuB2hQ^RvBU18`A&~{j(Mk&`*|j6e{8)rDXQ52)ZTBh>-H|Q-R7*> z{-)V7Z1wE9htHdBzmX>XW~;o3{F$Fq-?nbKo_qZAz6~{b+n-y0-n8Y;pHn(#C&s-z zQ)Tr!W7-tc84`Wg+^=}veQ5d|ZL-65@mayrf_DApg%1<T@>FNfadc9PUu#m4kTl8N zYx14x=>=zB7KD8hX1c(-S^vxli6^#&mZpc<*NHBRI&uEgrazly&rA#sD@Z(es%b83 zQRC(Ot8dPEWtaWys!CQ<GImejX=VR<j^!`TXNg-rHkF-yds%JA>zb%WVb68ko^e&N zEc5$z1!u@F;*ntN<Voad;o-A9n7rK8{$-46#SsPpDWj~Gi-zkHs%(y$9oD$^`?ZqF zllz?sUDmu``FP`sIF|A)ytnXRWJ*a?ShbeWP9q`58lQO~=d8j5(_3bqdA1-*WL?q4 zCtQ>M$niTV8q4sp>7?n~pR5VKci;Zo!)2mp{+`k}Z7~1RlHOQe?(QX9x%F18P0jJU zxtHIz@VETTsjkQBOv|3!TKjy%>2;C!Z|s=$;AYX0Chm;^XXamRJNxq4f~_ZJzvI0( zw{ZJ!b=Pvy<q>yu^X3(vuzT`j>i@eB#J`<qde-^v=eN{vyMyW{ZB#dylD3jRtJU{m zH?#NQ*~VtO^Lb+8X9UUSnQdP(FMa;ooR8)#I*o@G6_iFz-LDlOx<+fujND~kME0ML zn<B=+(lqT*L)a#(+_k@7tuYm@?%tkqH=ri}TI^AFCibRpyl>3jpWRp8RUfrx`i#AG z{m=Nrs<zlH4f?oYyX_g{o3HY@?}|NAJUcyJ@|32a;$z?KSGP{x@JT2v?2s4NpQn1y zW}W%t7GW9uiib~7c~4N#o2gS|Bds+aJ<;AFueiyJ<@73T<@v5*okGi!rm&saQy8~9 zEH&-S85<p$8ISTmo==v&w=}2qyK!1_oZj;v%r#ESY<vAr><maNI^A+*o6NM!lQLIY zU+tX#g(v@P=Bt>g)-H`l@*fFzY5#5Zl#}r3Il|55TB)*5MD6rVOSj0=uFrz3XA5O; z-pRc$_rvwU)rOn$9-B`W^+_BTjtDe~T(fq^_APzA?DGTpTC`ZNe=6RvD8lk`g!JUa zIn34vRg(0kEb=i^F}9tM;xpURXm@~}VzD7hf7?3S$$O=Kea(7tWp!w1c-7VukseOM z6BooU5C0hVBKGCfy`PJ>I3zALZr}P;rRc|x2jQ-EFHNp_KAGF0Q70t$&a}%jT}9ej z;O%OwOi{bJbB|5Z^7#|x?Rj=Zv7ZBzeND-QxXI7_Rtw&Yh~l;Ra?l~GcVmvkhb^m& zja8<(nU<YgR3O;2ZdK8#CtUs4r^IMQ=B;=C)|G22!7+XFoF46IF>$g*>2s~W-B?tb zzwh_6)xyW@{P%CDP2D+5JnekRmikX0rI$xUrkwl3S(%zO&3bR?v8L)@eD`;iUg}{x zDy(zj)b1C1u1UZDvDYt2_HI+DNjTr+_IKC!*n8}^sBQQ3GEASHU71^@o$p)UA3Z1O zy4Unz+mzEqyK^<4`IK8|ceCAeIs5S9l|!fg%1v_!dH&-_PvwJ?x%=wm-+!C?;bVX8 znRIX7<q^HHf}8$^l^r^@=H|U!QOT2=y^l5;%k5q;bMaQa$9GK6&D|CFIOpY;@R>(n z91gW;zI)8h$TekY<mJ9KJHA|ezd0w>@2+LI*ycBLKa2nWa8Y(o{TcI3IltcAE5Gq! zdVbgDWaDEyWuI@J{OJYbM*q5nzFuorp0l-{o~~n{zd`qd&WF+`wRwi&CojLfY`nT? z_S3NH?6l%{Wv6X5x0$dXE>&Xh>zJvN_ptxWl@Rrtd+M_N${Do_e4hl}(6pI!Y*(TE zqbYOar{6gme)XJ;ZRqdok?TU|pA|Wtc~@iK4&Q`Zk?G01r&Ue-sdU?QUU!Z5C!e{p zH%tpVmL>l(z7*RcD4v>{^vf`A&VqvtmBy#<NmQ5Ryt#5=5u@(nPj^;ZuiyXhQL6c@ zc~+%Kzi(70|Cg~g{Pt{7-|xzg>u%n){w`bdg3%}~QYc+;>BKYXjp7d?CY^A6t$Fa- zCcSOb)+U#Ki2t<x%7&<Qe!=pe*@ZX@moKU_W9QD*-CefFR`{)H`mO)3`J4N;-`M-6 z?wi8CzmM<7Kl;s7{V-nX|8u)H|1abj1^v@kQJL_^KK0!He)%=aZJNIY$bFk&b4Tr- zrEjvf(EARvgFo44^!-uktxu|8{nO~1pmp@7=ch~JI<tKj6+e7`{^9q(C0*|h+2+f= zO^^)fxSMG=x0}~~w(E<uviKz5N43A??mF_T&r6XO?qBrR?3ZdSBlkZQ<5kNdC(QRh z{i60|>?@Bu-eI?VR+`LxX24&1@%4{7F6nnm-hL_m_V|eSg;&dZU#y?@s_=A;+DB2* z%V$5CUH&*l{Y9D8ku#mDouVBt8NPn>c=YwiZINYsRV{MOzJg{t^P8jpFWu7lF74(e z{fWD~|Meb=ka|Bw%Gcld^3E*{>lUnD(J!}DJd!QjSk`>5#~+Q4ax*n2s~uP-`o(T_ zlJQSHOI<_dk7~M$6ss5?i{4MHoVe%smW(xe9~~Y=?lG8m<Yes(+vHUScdK6QI^x_p zKQXmEQ^>}MyGrcx*DpMOXZ>sbcka6Swab<!;<M(b|MW>stoTzp@9g!DrI)lz#N2Lk zW>;sbznn2~`3nKr#{7SC-Co2#OWXOzX4{Or=l-3${3EC?WS75{!rm_HL;ernE3`gX zEO*P5{pI#ALb9o9U*h|ke+q4z^tZ+KfZL99_K)VD4*Oa4)BEQXO&c?#Z>dRPkAgo1 z^3~2?cko}ab&bSw<}cP&z5o3FFF0SY#Xt4*P3MZP-VOZ~T>Kwy?wS4m!R{ZAFX_B2 zdnvioD{q4S)c8sFP3~sg%6hq}r*>=gn{ykFACL31nOSl3#`T&HZrnCivWt?$ZGG1- z_-_89|4X`{{fm05=o57ux~p%BZJTR*ZeF_nW_|-NqkW8abIl!Jd)2A_*)s9|$?eX+ z18e#}n*Wsl+5RW^qzda2%}ZJ@6+Nf3Els`@UntIdI{oD2CpSMiSvJmGX)rf;R`#vz zTj^ETN)E+j$7Q`U`+s)R#iHh~+n0Cw|IO?<Hm(0<a^aD6q7zGaZ9Xd4_Uy24u&fZ2 z`zxy>x6t2!+w#o$u7q;l?8LP>YQGtGH|Qoy-%KlG-#z>8ak(`6!yE=|d5v!c<IX?- zq_?l<{sHsP(LWe#=0Dp1Z2jlQH6qihmo5;QsOI_Hi+ic-B~c0I{w;pH80YPctqQTy z+N-oz{jaao(KVG%nRbTnbKB>BPg#CKyjku263c!3v*(%d&W<yyP5pK1%vsB4HpMf4 z3Vn|IJYP5Mw21fYr)sBHPpgmE9Vw^X_Vkr`IrqF?(})A|PxC5mrCnX^CKt-x_Y*vG zIA%>(eZX9kw#veevK!NmZhq?1Xp(J|r@g0Lc9GUMo3-Y}oV$11I2nEulb<;M@%_cu z3;a?~S1-}_(J!)pdpK`Pul%$22xi#_TWc8i%ez0=ouj|EyCUBE_RXa^rf-uM=SZE~ zmbGnO+*7$sz1@vj!u-WEmu@J&$=SqOGI!6Ex*zMy9mAaSFaA#EKUMbg_>K8&ne1s_ z46A1Uo#JN{{7Csto>19hy*EbY%J<AC-uP;@@!Yj!+q7i%oo8yM@EI6STzbpKd0(5~ z1^bt^mxDW2u)SIGzIW{e`6>S=t?-+Y)S5W;V%(bDPfN_g&g|}(q^!|>i8bP-*&9{S zh^x6<CQQ4u^~Tpc{}-LVg|Dlx^INmzK121SsT(G*k=ITV=!mLfynp)z?>5obAKv`m z9h{J($$Odo%yFkROs^BKY&o{&?3WcU8(uzNHvP=x2XCcc*tvX}FL>6hCxLUXkNkz_ z71vAy%%%pYzM0E)`}Rwtdy29P-KII;jo2)_q2IixKgG1_Cdd1`{a<TXvLCa2>*Rj% zyhP@@k-pm&mS1aMEElcYCva)EVe|FP7FpAhuInx1H_T(7eX4qazq7yfhHT!$%eKE* z|Do*AhSe;;orI$s_Sr3$zYvr$!znk1!MI>T)`rbyp8H$(bI<ISifH&NT@bh?fc<H3 z?@Rrj;FCAj90}RyWYuJ>*7&P#PTbBfw%fSEEDZaCryNZSzIsFE#s{v+DRckc+we$k zpU%d}U0H98e)0YlDPD9kTgTTW>aWe(ykp<9miw=s85J99xicxK@@C{x)rpTfg}V+d zJd|)?y%y`w%AJ-s?LL~FI8uA@<%Z=;Zw0Lp+w3{5AYM0<Z<|Y~t<2S@1s~=Vd%0TP zXzf~;AL3Ff8mfDL+Qq9Y6qnUS2Q@!&{Xcujv?*84c^FNP^4_{sHLEz_YJ3*gs^*-B zKi{6Xe@Wy`z}G-!`^zWtjX#w=`CG?uCGGwvwb1myt&#bWoA<1@yw&oKEhxA5;IY(g zmxQD?ELED_HRl~~8Nb1Mp0t!5+beG|sIQiFdue%aS(>f&4HcaWO9P6p2km|P=i9So zG5hx~-r|zp>)q5{%4PQAT!*4lZ=2NJJ1e4jOkZ&sO5Iw;H-+c>U7Ht+j$ZV*b?L#S zb=<c~SFUz`;nDAqKl$C>XR`ONyOzwmcw^ts*=u(O#c$4U)#|FPogG^H<IlJJZNFS^ zU2L>#c)D;}Mm%@OeIE5~=Rz0u=D*6gep78l$Wf0YD<(aT7RwPcz33fct9nBq=3cp{ zNbuy#%P-Ga{deOWnOqG+C(E;0_xF5T5WoI3Z&``yQ{Ejb^Uq!VnB#l)UzvC2$p&rP zmp2&Oi)|*S{ZC7~Inzuzy`wwk^&I1QsfQLl*vY{W8@uSxq;CqxOhQ#oFAKUqX{Es7 z<;{#s^^f+fxezS1xOQFUqPPd8!6!sRe%q<KI23$YoPWKf_xcRyb^e|yu5;#anr@kY z?)AiuxELL$BbPcXTYHUrib69_&T_O<z412a-~+p?=KS4O%cdUuTepA4gSE|4x^9m5 z3+k#jt-18*jznhaM83K1uBSh|oVMoYqSV7Lrx}095SUnVprR(_<+Tqp<(HqHd~;9D ztaCR17ga`X+FP2p;p?B)w^_yUC3m*3{k$*KYn#9AWwUvgjiqldjj@~ec;}>xT?_U+ z=-HsLW%<h@4*N9a71Lh{HC<Yfkk$RJYu;oZ>zum(^_`MiBK9*%`OFc}Xs+dz-X1hx z>}Of!ukEMqZ_-=q-?X=A#`bg3H?F7u4vXeCTd;56v<0^=iNAd<<&zU36B2uHpW?pu z_b*@P_05}i;oy<r=;E)_W?LI{Jk616ni_oAVM4BDy+d;JGrb)7qKB!wQ{$?8jPFV0 zzIdVGyHC{j&$gM#<}Ugr*Xpv)Zj(~KeYk$5X`IgalXuJK*!;YzDIU35VK$T3KD~)i zX+38bxrxuUsr)2$y}qt=*4Y(Cf4j;~tX?S>qW8Zwk1<y+e?QNJ<ch3)t@F4#*JM7* zS9a4+oAZ9F#q6^?rtDh5qb@zu|5N(Myr;~c&92;DdOX9Pqt_!ez}`d2w@N2(V|YgM z1IfJR<2Dn!79KG$x~wMsb?I$wGnr}M9<G?v^Qv~^&qY=7G1;pOemr^U8E1C#fnoNh zn~&B7yeekUW-cu1d!E*u$NZMXme=U;g4!=;8jO>c?7eh&qZq608z=X3Rol04AHF<6 zj#bq`XwCiBjc*q9AJ0yS`08P!>bs);h{IE_euk$mub6Tf-m=TG&dgA~G<N}uhZEoR z41wu#)8x8#iiGd=t(tJHc}I!9rKB?J-utrUlKXb5zdN($!mHRzu~*n0E%7$alsIzn z?c0XCelm~NZoK5##vT3G%)OQSQ*`2&Fo{i~TE8b6End^u^5<H`GWU}D+A}lr9@L3w zulGrNq!;fhy=TL;8C!gIG4X4%ihs~9@C{s|`rzk-?xjmp%->vj<QIOF?ZxWm3fXsy zg)heFR~DQOUZSSSZqB24O}bd+>z89{BH;-~dMBM1DD*0e*&uRKD>6y6tIFdN&-47w z<x9AJZ#xnbDeAt&cM>aqg6k~?&GnCLlx`YqHcM9d{7Ca#SMJx$OEx^ka(5OTaAVVt zPb?{M<&nL*-1}^hoLp;H$;v7H?5mWvda$zHSGH|gK10b?fd9GX;r1ogyjNrw1+SPt zk!P)B;qJvrJM3I%HHO9R5*033y|5<Q#zyq|%?&1vryOPM;`;AYDZltV;q~D)UlW)8 zG6=3USjB(Q{gQ9SPEMoLOQu(JV_k1MSWgsBoGRMv+}`8!u%$~;Gy2m(!*$LDs?NE7 zHb)h8J|8tQ;x&x7IU5*Q?h@5&5#MWPx>Eh!*U&XKDx%WPnw`IkSQl8g71%aCpK55z zP<3RA%*0O*I3CWZS*b8>>5H#ir<5j$CjD`(^RejMe<)t~vTocAw*O}>>NDs3*E=bE z_)kPp;D`I%c0u!x-*-(H|73s3?}>%|k@<^@816l3KE(BpO@5KphsPTFtny6rdH#i* z`QK!8g8gyAhQIq}+*M{fJ-^%a)G=eP44cPiWzVNnXuWd&6Zwzl>B4UN2Jt5Q!|j?3 z|4er9*GQDV5kD~hL8yuBp92>ES?zV4=GdR)f3$7=hl(?bJ{OY34t_g+rs=Pa+sUBl znME`H_q<;$(_tsa{d_@LzD>*u3;u=nZQm>Wb>dI1*#5CS!umIh)87j2hG4dOi!fcQ zn_|{$w47_C?=SngYU_lsRd1)Aa(=q>>26iiCDT@2eU-QM-qHM{Y?~%0|NXSqW3}hg z4!H?zw~pm^oxEE0R};J(o^8orH@&Vcw@*Bb^;&1VR=p=i_P)zzN156+%xl?m8DiVb zADGqgzHnb4-@MK=tIA>Tg4G*lmoQ)CbukyX%eF|mBTr#h;|nu^yKUd%COEh>b}$LD zDrG4wf-p@54&Bob2xPv<<{~YS>##+#!%X2;Lk9DrvkqGrFS5DJZoJR{hCD57V3?+0 z0)oted@hy(PaUR6cN8g{YSds~bjM)|NN{Ik00i>3aDic#LI?;lKV&+@+QQ8-y|I81 z%slO|qvz*KR?Z_F0?H0O42DSxZVeKQNh}?L%!W)L!9S}QUq<}>+#tjJL_*;>&j~|^ zKE@)R3CV0AE`z0+-50sTk}`>#`L@VyVN}_0_y8ZXHP4$3jk0EkR*S1_uo3{lU5ytY zkhg`eg|8(~;aB4e_C@j?b<7v}UF-$^I((7ts8cSec4Yc^pa0bVZ&yCNj@T`lu6zH0 znpBN#ZOVtzk~<HsUurm5@3WitpYpAY57{ejJqQoH@!-Yz2ewNhB7IhtU8~-}dWJ2Q zBZ~7D=Pmv!sT9K^cgOr@p*>#QC;U$5oc23iclxr}<+{@yt=4BZpS3>w`>g+L-`{7I z)7D*kUbK5-e^U0s+dU<=m--zoTqazT+-ViZxp(S~^wl5MKA9TzYsIfZL+hwB^Yqew zci+rCy2h?`{@Ik|<-seZ@(WtGW@kQ>JXIJ_x+8<FY*{pa-ILIyhnlAptmmW%Z{_&m zzJT#U-UYV+(-ll1TwIMJi`PkfdK;Cn=k(zPN)zOlaEU(o_~6})iFsGscFcX-XP>`Z zWa07*rh@h)*QW{18yDS7@ITfiru|j(je=-rv|u%p@pk^2dY?-6v;FEflMSB=+_*O* zi1V7HwiS0y;F=ezOYfa~Hd%@L#hyYt@yB8{em;>58$TzXa@pXqMnh*w_d<=9Yn^N6 z-ectNUCcFkR+C|>RfNK_D;$~HqMe=TX<DXdj2l^|KQegnSn-;kv2Lhj=(`X*ra#UW zVh=yIS!p!O^73wCo#ks8^Gl)S_0)*Hz9$~nNJu>2^}t_ax3jtC_l5dmRx9o-p0o5$ zlvRf7SKST2)tp^@ZgzZsWTzW^bHNmC+okU{R!{vrMK87QlB83u&rSzRoij`LuATcX z8*=Ny!<`bY8q4O$N}2fN1g;A+S?aMeke~bir7J1>uP$wGWnZDRaxcq2T|V9}iTUxi zCoXMGI?Z|7?6i`1bLuYD49*BHou6XcO%K1?WVI$UZ1&YG)96&~?USzR{<|h8n9slc zW<}GC)QP9u?j3bKHMw8(+?qM(lx>5vo~|vHj#zECrzJ{!^{@2e=H@eP&u3`fIPj$> zENkxd1^&HT_@ac0zr6BTotGJX#qPk3wX!R&{+#CM_W2fjq*F-lDbfAkB@(v0oOVYs zNvHa<uB_~n&udnGzM6W*V|`}kuRay4d2aju{n$72?Dg_3=W?&hpM8Hp+eK~S{fn#O z)$6p4j?BGt?~ch4*{0Gh{3q|;xoP8m<@8-&S%K=~0?sDZ3U01Vj%RK;tP(g}cS+%h zfxG8Ug9j5nbF*2_o_nY*=0=+NlN7ZlY<;WG`ZBM|I?>Y6Cv9}x`3tY43(p2$=7$>; zMMENYPe^*}c-0_h(Zz|29F~L_x=6e$b#v!3p7Js^zPsg^>#B1dA(FdPzHRN9G^Nnr zLih1JhM6b+KTeNyZaJ#{bzQaJpGBHdIdN=VucEK(e19n|w))k9UH3lTcW7PQJzYn9 zPxj1v(lOVTtmigc$vk=9@4jcxT|O^KxXfUC-DZ951IygV;G9WjD=lway&|}Nb?*BA z)7H&C_abZk-@bEMuIX=`!ejrIn_TaHX0>p2+>2G>yIyUvat{B@CHOt}Epu4bi;O)A zCm-8fZIkGG_RCtzX5BkUr3LNFe%HP(nm?)Y?b0hA?eoNPF1%H^7!nm9r9W%KIhV=K zf6NN^oZOzb%l^COw(>nETVH)iV4hp1%egRY@2fvyckRm)cXNowzW(*jGFsQpZFB#u zaFd7ZPvx3F{9UH9_TM@G^X0Ww)z#tMOUyUTS`n&0@AfKxOZjOLIsu}&uN>}1E`P0Z za)q>qXQrGF&tgL+<%s?O^&&yFf1N&?A6`v;`1e^Ix43`nyb8a%qo<TD4qk8m(Dyj} z=&7FP#{0G8I6A+3`|nw!b@F43sLiy;>jnOw4dz|(V4=$OOWqT2iros^wRV^NmH1on zxnlo2w@Xhwl~*|B*r_t_E5ebrw**goD+%~ie|y3Eg%NT47Vd~oQJUCyA}j63YkTY2 zbIX279$zQ-zI5xw+Vd|tJ+G~od(UD#@yfkwscY7JMpD(h0h=bLy!83>m0fkwf7V@w zhi_q-{0Gg5f+lno6co&j%}hZmKwKl(>TS?OuMgy^0b|e--5~I+tQȌVwtgO<a; z`Prqbf0T2+@_o}2K_!_nPZnDIWZ>y;2Cs&{pWb-c)r)a+|IE7=KfV57V==p7zx#SO zpM*7+1;h8dwi-Olk+t5sV6E5oHGi@uHWmu?|DIJKIp?Df#{>B*F~N5pepvFig`bDv zNAwkmwX+|7D3#65yyNuaAZu(>+gIBR6O(tYZQ(l=J}BAo&H82b)_u}nL%Z({7pDCQ z(bZgE$QzV6CC^Q5)-v`)pYs=9*6&@XrM7rqYRaPQ&YLDIK67>p2^$nv>KHN}-CB3@ zYw=UzCpWiiR(jhVzq{{NlFIX^X-A99vSsg`m#R6j>Qfz~^U4Z6P}o6di=ivL!660; zPSDZ{6LXLP5YHHSv2h4^oi}K58#L7onURNtaeiJ2WDR_Xhm%vJ&u~}+Zv>i@N1mmJ zB|lIyLxcp_|A_Sj*w?`03>7?U;LX7%qXxDDI65Hd8nFz4qBZcKj6x|k2d{F%X9{R# zJ4ha~wjRX7h9R;bwcsTa$gAMNnH)JbjE#`i{J?TOXi*g;bg<=m<TVqPW(FoGOD3*H zahHT#y?XEY9P9oT8@2c175NfI4sA0G1P&=rvaVcU#;W9K-5jLupc8U5Kqw%~(`BXA zkB<Dc{7PX<78DsfmnsD;3dzpZU9olPwQZ51-P<-?*_Kt$wex@ZIhL0F+p@p@zy2!f z|K6MF^N;^KcQ1W@?K#`@1_{BXLHwLX)8cMk`*`hPd$>TSvP;dyOQv&=-A}jwCN}Z2 zjnef+r>*vtJ#EPT$?fv;zG_j-zpdKqcD|Xu{>=(^et)K9z5M*>GL7H+p9w#$2r$pJ z)Y^1?cf6})h1B*xr_Qamy?yhzMttL@=UuC(ZCiNXZ_0XC%kQVQt+tM_-eRipeNj$H z&Ema}AM5X(-oMFp%2%tx%r(sVYf1zE>YZzwyN+eOaq)?Tyxd-;nTLD2?)V)y5U-xm zA2j1A*UAg;e{T8a^48{jeD?EsE0$V4u{}P~XPwqrt+QIrhddTPZj-RdvwHD9C8OD; zhwEXpy~Vu+HC{6sGo`ez^Yl*?y;j8~o0l7}c>eVHM>}u+jFhyT`Q+q@#3v7TYQ8%Y z_~ugJHw`<jgVtw5)K8x}lU`<bdiv4L55&F+?kaosWZ5#GmBr`Fx9@1JZdz{i`jXDP zsR^@Y&YSr7@y_W%@&6L+&imhJKEGs%?^%7V9aRnM4>%aG{a<x!=cQkdyR-lA+VLV* zYt8Dl(R)^XV_Cs>vd2Mf-pSCMt4UFFjF(ou+L9T}#Hu&He2uYwzSlf)<!@qkCXXA} ztq%V!l{P>4@2}T~+vP9S=-%JAu=EbUt+8Ilzq23HkN%Xf(%o?X`o6_ymz8KO`hDi} zz4Z3G^PkpCTmH9W|N93wUHcY^$bE~MQXE*f<AYt@{?B#aYco5inEzZao4<U|%(5GW zH-6Ubdd~UX|A+tF-*@$wTJE}IZk=Dytz)4y&1#jyFXiy!r{@Yp-My^5Dm>jZMMc}2 zvU-a9&wXC=tK?naD(k57k|NQyQD?-~XK~Eb)V7(P8b59SqJZS?!!4)gth^~9_w?zc z@;4Uok$L~79N6+|Wzh!iMe1_DX86kf`#90M-M-uC@x7_q?{}s@JyrelM)VA0t3QkR z?d9&(H}8ErG57W_xm(+O&wcOZSS{6a-TC$z&hM5HUToQ=G0$EUb)0$=aO_i0UyiP+ zs<E&C<L%3DX716;t&{Ti{;>6#%k=KRRS(Wx;hgfwbEVfykBdQFyEmJsfA-$Idvkf3 z{F!T;Y@Z}69aNjO*y4R+ZO`UKYj!c3Sy`@}5qv(dzvtr7)poHlCgzrFx0bq#um5$d zhapXP^3JYVYn!g6t^U>Iy71qX10@y<L^jU;{*%RebHx1*iO({2>@gJjcWUSJGf@F6 zf4<wjXXCHQo11U9Z+vIq<ya)RbmFn+jq_VCa-CX`w<%IPJ2`yw*EfFugz9g9kPJQM z^Z4YYjoWmuD}CL_s?+o>zjw>?1+~Xkeyjgy@S<XNZM*Fexr4XOKkaMzp8D<6ewTmG z<-hTp#w>kgpL^o}{^K8Idc(f3^j@nmnRTM>y9)364fm(!PWo(r=xp*NlTSxJeEp$1 z`v6bZ=Hw8E`efG}qq+UMKaDHu)aNd!)|f7KX|K-gV~OVbCY(!`O8Ha5U40=gx!&RV zg}Gaf)=kUZuzm60vZ~I1Y}|FL4OcC!oUnhwt(VLn<yzmqpCJ9ZM&#@wR-O5`UWixN zH}aNWy!(Z@Z0%q3jI&F5U#y?jB(i1x_WoeYyNkYB@hz>H|8BwEGnx8Z!xfet51R7( zZTyY>%JQu*4XcFAe%@SACO7rc(=8L<rMo^-ee!PM`%4DikGox)ljTk3`io!mit-M; z<+pxA&b3DtPkx;Ex2$%?oGH%2375HkHH2>7`KM6#?7ZCluHu&&_V#={RUWWAqWVzb z$AY<kH~eLKdU3PP)VGP}t(p36`^BW&XW92oeY^PNhZ8n0BAu>Z{`@8R*NlH>cE8QD z>W^CZ)77j^@(g?b|0eN|Uu*VOG@m<`A%6Il-Yp-ov?rFge5)VMj=wCh_jpkx=Wn6t zL+=vmpJmoa+AGM3>^^edbXhI`zi&a3HCH_QFB^XeuA0hc!2WA}lJ1+=Z?wwft7q^Q zcFRAUpPBcz>h1emobCA)89&~Cv-vGtlidCC^cKF~=Vd=6&MCWi{)O)^<G-zTsd8p> zb<_JF3ELg%`ygUB?fi4uKXLyo>b=egmv=nhnzc4=cT9C?_34kf$JN4TXaD$d?cwgW z`BHUf>#o)LzRhm^a7?D+i<QgK$6NaEIlSM$=>CQGsecyykIWJLt+i!Mn)$}vH-q1} zev|sG?B@AO_H_D3w~W1A^~`m*4!nO<?);l^5BtyPKjwe@{|G-6NIq(^(aT0lXQBZ6 zQF)X8XP3`iQ_KFm)pb_yOiqh)rCY4FS(aJE71TUgQ>s^7W^unfx8UxBe=j>f3GbI( z_VDT9YXveJU%RQSZC00CsN3;7c1CmfgNySIK2rRpowjhs)J-2ZRI|-KJnLr6H_<ZA z>~!fHy>I-=?5ii_Ci*9{NHCWlEVJkT6n5{}?Vr4V-0HONw|=+$m;8^ru0y`{DeEEa zKS`S`;&p_?yQfMxFOSgAYe;`DaQi6Z$2JR{d*bef*{ruBqo!~3t9Gb%y1jJovmcut zd+mvq`7P7jcU|VV?D4sGBHzfoT~ktbcjwuk)zdGVp1t~L*UhiR*W>TV=9p-=KRxzx zH>>_3DVy&6=R2d!t-HDmeHQ!l-082(IJ)Ww_tnnCGu~}E?YWhEJWfyaSibV1&I#+A zd8^X&gSJoResk-Vz|kAGYdmhBKfloY<6Nyv^8~bI*MA7Q)p&Qs^!E>UN7}x9wDphD zKLNYO_ZxG+$UXX-wQF|lxv<N8WmC=`*}k@|^z!-2eHp3d0c-cRX6v-h?N^r8S@3#G z>X)nad$~7Bele>x_|q|MU2OMXO~>y^Zu6Ji-}wHb;j<0>3FX2!dT(tweW$77zDLpZ z=$_JRy<a0*WS?+7XS{WEj)mxTi}dW*FO+}j|2ptdMu}^A&hHN&xZVoBmEC=8-2tw{ zT8ncd%1^(HSu^9ifNFK%w58q~E(LF#&az=ubcUer;{3$xyAN-B)Bfi5+w3>1U#K6D zOP+kg@LId*M21Dv;*M2Y|Lw{>WM%Wc{=29|oLlo3_plSEA{bsjT#?+n`1;1X8&7{^ zKEC?g$q(OnzbGjE`rh#@q$fdhuUq|+^E0H2gIy+PXuX-sciXvymA`xMl>=QXnX}87 zzJ2^PapD>`edz~#+c(Vno|IeDQu|2g7o+T<&Q%P`QCxrXzFg+9kLP;1cE-Wikus*I zH)K!0Jm26QkJ;REr}>@p-W^?M$}#)iGW!F!w{6N6`qt`JCiv@D&pxNq3lgQaZm2tR zz}SS@I(zXC%|Et%l`H1;rru}OYZ9I1n4Hn}SoT=vr4KgMR`H789!V!J-p3!mUdXC_ zZIkFsiQ}B7l0UDks$k5iXy!bdv|d|V?!nt{y-9CBh<*|NCHL&em1{esI?p_C+MM^z za_i=_b2H+CZA-b%HBU_s_xUv4e~!VuaI<sP+pb(VFJ-)I$&M8p6zuiQ)vZrYo;h)z znU?9%w?$SajoFu%sJ)-lk@!<-+OyB|%Hvvfs&5BeEQ@kIViaKd+(+_shlb%}A5Y;) z)Bo~&8f#|Go0KBAcv_aWnxt>s;i|0{vsG>^;&wW5|JDm$>1%;g=db>>S8IM>O{OM; zTkykAZikZu7oVK9IjwSw=B18zzucFaRY>0o)>aFwf2EP)u9z-bVf`!eV9qk5Jqt3^ z?A6PydNy_K?ez_txIHi`p>xx+ZK+|WSr;xlHtEu(f}<+kraE8sHlB#iPyIEO!&Jj` z+UA2rnx@CNETwLxeDRm+xi{&<g-IRuxiiZnZ>uVLZ)siHr(^%cEQ<B@J>5ThI?ipD zb~2xLFG^{VZ>u&>WRF|E$(n=QPRqAXJ7pr{CV$}5Cd-L0WLE5B^~=dKUC^7))2_2k zP>a`6$a2+_AGh}UZc_VHdf4mZwd(2a`{fQ^5pmazD)7x*v*U)$hV~UZPIl<=RC=%7 zC6vEoZDC2ho~w9_u)b06BI9T+wXfBiCiT5Ne?sQulBM(KW!hg|R^%1)Y?k<(Pdbyu zD$lz+L>voZp4PHQ;&RE%E&j`2TzV;RSUAlg^0a}n_L?be9#@QmuX*ozs`0s^_l0^3 z#|JsvqBP&z9=)5-eC9m4re|{S!nSXdD^I`Qe(H2;#||lj<r@mOX@!UTL`{Bhd5^3d zGtaxlVn4R&+H4kjr>{Fzc#me{B_WYD^SGT(ZgTYYN=ga)by%$b#I%Exbt}bBO`A7a zcliTBeWl9jyF#8s=G|Yp-^ahs@A9XaVyFL$pM87s+q1BI<8{?;!6rtJZa-^HpEBv~ zW&f?cPu9$7o1pPf*)mQkM7!zJq~JrF1iUtHG5TW}8lb<Kr70-XAi3{p=bY(2hgU9L z`d?&n!A^f>)i?brUK`IRDu+cG|4pBkJ~z<r@UAT@8urfWH`k95>0LJOq8Yn%fQi-d z>@%Hii*h-4r*~feP_dZ#59dFZEsHgaikyVM70>osW4XP>u;XctTGQ0v+Wph-mN@P| znU@tSBK6@xTJ_~a0X@d|1Xl95Yfmb7VBh~&*8eNN-q|&OkHkI+i{GaE{>m!p({*bf zpG!X8H~+%~YyM4|3!bbMT$%mtgH6_l3mcP<U#tB0(QKt<;L+{D3%~K{3M4;y&--d8 z(;|hs&Of}q3r%XyXMfZ!dnE8`p;yhx6O}#t9rzyo<*sge`N;DYr;~CJ^A&cXlrHth z>%KJ1WH^5=)Mnayex4i6C(g`S^h*03-<LOn)*mwGG`*7D$esGNZ^uoEfSOZlRMyW~ zQ*mZ)PT5noFA0VTQx*JXD)0Qc;I`vz$KMWq5?h+<*f%*k<p@V76_<SZU}1HN=ULZr zLmT0jj1zc;HvB8>d0P0ZV2N9EX#dgROG|zo7g^<E!xo|z#J_@li*O0UlLf0M<gwjU zXq4$YtDv{7!#!E<uCR}2e}H*M_xk{~<Ry#0|9&j@bT<2=nU;*kF9g2_aCb~reRfHq zWASZkhTY8;M`kCBPM*p=`|(OiM*b(}2VeLaqzH$6Q%qfz)3oHzvI@U_Z~py?NSk)3 z);P@6bY^EY7qjk%LsyTu?2hQ{p4`X$-Al&1WTQw8&kv!EJ(s4=O|!Wy{GxH6Rmb&* ze=G&hI!^2lo~tM2YUn2tv_^Z{#4DFYX9vg~=#X|<D0EWfrA5HYL%J~=8}i<SZA|T& z{YZ21l3MelHkFNglNJ{|JhZx7&O`LY%xYJyG_%m<dd<+Y8b@!rX>uS_``Qq$T(4 z2`b%U)YjJ&xyZBUm}-Fdbmb+V4?OSKEK=`e)3tiKo?PE=x7W?PkH&J9E`KBPDqY<< zyUfN`*+9ZaaP!5i&f5lz+clr=ExcbM6JMLe6xwJ}bEh|EJJ&CbqQEmzBF3UeeOwbm zL@v5NO51XWXQtQ2KC2^9uUK>4;@U#vc=%)kW)=!FF)#8EIb=BRE@;lN&_>lcDoo<^ zxxl2>k6U^i?#6ADD%>YkJ8O|~T!6%mtnC`%&ND^ybtX3SNgOKGUl*K}#c*bN@TTyd zHsvMB$2vAARqhhK5;(1Kjqv03ADS<D{^9+%Y))R~;*dY;%73m3{@bjwo&D#*CyO4e z_qG#}IeXtZefp>S7t)?s+&}w0Sd=0EW6PGN|6Tk6vOg53OmF0G@Mo;o3;VTc-h)mH ziJW?aY4h~iPk%rDXR5N~-W-+S0HaAK&+)UI{=xmHQmR+4j?<3sPo<ql^1<(o;!XUI zeEu5!_+Dvxmg&Cfq52cwPY66e|0%s-*Y!%9X^OrZlJriN9h)=BR(5g9%B4Z~56^#Q zy+UG<|IwPGEAEPY@4akXzSzF)cX@hF&pcV5r~R7*ervb<D)`2}JZGP3n6mZD-nWKd z81J2~K6^-N^O-dU+q+h6TGh2`?I8_gtsbf5)q-C>+}_Zb^DJV2jqoKYBa21sDNR*B z&l;{h#x?K2j3+xRzAC&8-pO%^Z|Y&&DK^Wa?1Oe%?VI?l+2U6O|0}ky4eJiCyLb9} z<37$^VqbJaFLS<PT6;9_5~B;dfUHA_283d`xKKdWt6JPcNy)*bp@Ts%u!BQDP(jJT zMa1crG^5fY0bPeJ3>TSPx}Crjw}39!MJ5*zmB<8!S}mMlxKcn(KuutoQwU=qtBa^W zC>Mls2+;)b96~g~M_)0vEEHe^!!{=g2MGrWu7`|=m|NI6`kg8oJ}^9FJhWIq&eT3u zp%ZrQmPiu#_^k$sAkZmX4HA#Ce;+;gpu0ha<%xm<yC{fYwB$J9$O<AH`1*ME23s~O z=Ui*v<!GzWDa%qOaKkZyU9>EqHC)^yNmoG!1Y0*WfT74CrbA4Jf;#LJel@&cUgWO` zruaMTT3-Y=-e#TDQE#vD|Lw|$*Edd(z8`h(u$tCAUw4ss|8|l8VqdlEbaO-h%--Vo zu{31ykEl<Yeg8z>tK2=CROOpyARm38=EBkis~u)LT08!B(3@(_@Jsf@v#ZY{bT6CU z-+FWF<*nzR-gqfh^wH;e&GWS9e$VZeCoeBPak4jo(?9&T#x}8Cu}klI*t0xTZrbAa z^wp1$7jwI6w@JMZvAcT4Dyt^q9N(19wNG=>EqCvo!y5c!r%$l;Tu0L##jkZzmi<h7 z-R@wz@8jl;#&^G+naE`OZ1yts8}n3VXZ$+Y-|)*Z+ELoUbOFN(rVzGEp|O@voS)s8 zsQ10$ShJU7TZrS&pBC0>={wId&O5j5SiH}2k(KFxSRRxeKNjAon)LX2v#qrBei!~_ z8`3lO*oba?pZu(>;eF4`_lth6RH-&v_MYvw*yZI-x_!O&(r+H!_!0g!!D{z}5??3r zz7JtN(Vtii|0;FF3S3ri`kDN=HfWbj*QpCu6I)-ze%K^<Wycb=e4qKOW@gLIPq>sP zrLR8Ea;4ME=M0{Dj|^TMW)!<L!_v!s)%~UNjDP$KbPhcZcXML44w#l8K6B--d0p-b zGFOrhhG_P`cmB_@UFHA2eOuq8{dN3u^whkI@)you%U|uWBd}Kc&A!N$9WSK|?C&H# zdtqBO^<L!1b^D_JPrA2E|AP4Rg?7v07rmdD7Br*vM_>9Ev62cqw?MJW=XJd`grC2- z{$iP3-2B8h6aOuJd9p5B>zfCEfWpdJp+C`a(<T_!CHgj{&V0JAKW6W`?%1#EBK6j1 zuX(L=T_Sv)_3gKX={qjpS(&%}_RDK`?)bjD(_)+Q>uId=^_A;n{Ct<qI#s>Hr}9(L zp_#KUPd{-=@a&$QTj!ZZH+!$F>`bh^^~!fcNX&kjdsS(v=E0v2Rb}tmZ~1VOc!cS{ zw9{9M3RleEc>B<btv`G@-MF1O(@wAIRsB@nSLY_3uPdo=tjp}46kl-SzgfEu?Rs-F z()gK4ouiPX=imAEt;^GoM|?Ni-nQm#@}V$?v^Rzi(_UNs)IPy*{>e+<US=ETO$8Ya zuOH0x<xbgq?V?26jon^67w0e<O6f};x$`x}!|;vz*C3waDN{Z(^6d;dsW5$(pPlM+ zZ{P4DsmVou+k2KBt2-QEl<Lwx<;+4OD_=H2=A7jH=a(<p!^Z8YDfUU~)P~Mg%CYSp zt?OJQ&XulGo~xM}_Vl?@s<P76<u0qH>K(M3esQwVPGP@OPy8Bs{{R26<@)c)nxgB! z{(fp-+Od75tjI>QwUKcdUv&(7{(X&A-f!_!$$OgK^gV0uzWTJyJnHq{Ubp{G{>ER} z6L04K&FtIdf6H1I{`;F&ot(4Da_7n0*ChI`Uu|njf3fT5lyw1b#Y@7pt+_p8OAqR2 z@SS>QwNhK7ly&JktId8dv!WCq?^C_<e%Y^r!>XQg&ld*?9-cVqQbFy$<;mN4UNlB7 zZGG)M?{Y`(;=q3!raoJ{{gUIRl}ZtUQ+y-RH)%TmtFpKhvZF36^JH<(ZI8+9S0nFL zS-p&!<n(F&``K$RU2|2G)S7nl+tK1}QFg0#PM8&D@`(SbpKFEx^d(p0f0Wc+ynOZQ z)+n{ue^*`3hE-;7Hue3N&NQ8Sl~QlwmASQ>{5V3d&!2Q@$_Dm}FWLpy1h1NGY5)0f zbDCCOtlqunZ;A^mLtpfW_jAT<6_5XrC-APYCU;Fx?EIg%e%vsstbf@P9;R-&ZuO+& zUEa(W1lBW#eA=X9zFBL+OWoINU#xwp{d)C_)rF`2^KKTM`YY_GW^ZVo=#`i8wU-1> zl(jv~nW6gCR!Z8|P4nGk$^G_k;?GXm|L@|>H%l)2Tb6zGSid^-`&@N(mB{^7ON7t3 z1XW-6jJVF>VOpjMo@fmD^s`y$Vm<S3B}ER<Oc&Zz7-$*+H2I~VpkQWbYza~U;u^zt zAKM`AG&e@<N5wYffU;*BZK5$&Dn)abiQcDxIW-JzN83f1qaGispU*m9FNo_#WLcWY znmu3iYd=UnVRto7V0+%I8uQ4DE%C@n_QI@#Rg?2$_nuudd4i7IHr2;>*u`6e6znT^ zq}+P&A?I-iKNG_f>qr%OHH(_~w!fJX!M_elI=8u%$VQapd|!2W_B_E9QTgiA#q+l- zpZ+HiAMKQpU4Kh?W=5gsErpi`3j=&FHx{iEmUy%O=Hqn|b9ZJ5y{bt|yIhd?rtFN> z*DGOXmR8)kadd6XZ@J5BT;^<ex6Dm@Va<Wxzk+;RL(l7%v=n~=1sGb8f`SPYhM?I+ zV>6Hf5YN~QX%Yu9r-pNO(ak3`+}%wZe25l!yS8r#e3lHhVH+$7-c<~`UVgBiuw@LI zzCxbQLY~A%gap`kgk~3Uh6<k9MH8^e=(CHU=m-MK45HaZY%_(}#EgwW`4&|MG?xex zF}ARTY{W;NQv~N{<Tx+}P5FY-C2|G_P5VN^1X~72o>Me2L%WLYY<P4|jJxDK%k=WS zWi@N{Hx^$?F+2WR?cQeT<mXB1eXrl$+&Ww0($>j4o~vkD&W^QS*xM<5>4C%LS>B4V z8dC*?f<go29ZwyW**(#z;wAH{PYgmr{2nX#Z3J4mI28r>U9UX*{rpYd-0on;sR`k` zKmRqpf2Mx+&*w77B$G>XCcg9$dG_h^{@tG!Z|?c%-IIBod%Aw-#o+p1tjWLDAC#Im z*WS2%XT?{e<b_qoq^!=(*==N9u>G^T#O}WPZ#NtNeB}0AU*6!_CEm*OktHR67Z%z- znLJ_l`E#*R83j8U_HgX{cju?mysw+5E7Xe@mFVp^IKNve_k?|e&NKaUXUd;$Njvf0 zp>A&GhRH9xCq_m@A6{gxq<C)2z9SCaYgFa3J9S^ZS?t=ocEgD`?fH6b=?CYhnLAzn z)v6V*Y{x!*-@=#mn*<imFPoPwpSpuhcaCh*(tyC*XSQuRQ6&8Mf%&Uv+oq)DWnZ~< zR<L$KeYe>K`$cbgMGxO)kFP0v(R%3Qy|o{|y_o-X-r?|N?ep~K_(<Hom1Uayd7=5U z<3Y_Uk5Arht$xp9{>_WqlP~wpee2bIPUF*8oh7nvyIV~cFQ2&gP}onwdC$53r2eaY zYx}nLqVlgJc7?Xva!aQs9lG}{_|D-US3gx~A8TLr_;tNS$)5A~pX7g(fBd`b=Wn@v z+kd`wKlf(||Nr%A^-}V0>vIqM|K48yIj^k!F6aFuof`8mEXmr%Yp?&SGWj$6>h1~r zYwpEbI&MmtHsQ^T$)&9`cAS(_S5J9zqR{=F(UY?4vqhIC_g#7PbG~cj6j82cnaX05 z&rCgIX6$`~b=!15uRPC(XVsRbbuOCl{#nY3=RYo$#igfnM@pWwGF*B5?n+_5Gd+^3 z?k8gSVi&Jde4?<>@w#Z;fpg+d%SxuID*n#c(?8?=Ga1HguS&(&MSbmZj>)Ah-vn+w zmYnx`SKAZL>!zxwEsfXBp0Z1IgP+E{_S8h{=O;GIoF-_@YaerR?-HI!wKqbp_BB?z z87(?yOx!Qzm*hCU+H1&jYmtgqz=Q9tj|++}eJpaTJ5}mq{*24A>d3(vj_am=RZqP! z$+Rqqb9bn#7Slza*&RD(p7VbDWz7>-jR_C$Em^aXW#+DfdUtp>UTzATuy~%gi2h=q z-Y9QV=^1l<zaLw*asAeJXI*1AaQPo#k*=#&iZ=Q@MO;)rEx>1~K|;z=uax6w(wRi1 zug%okZP+a-zk6F*(B7poQMUq?E8lFBEUr%WyqWNG*0iZdYt%HQbp=`{eEp_4i!WhW z>`jMDB1_mjJa4w7&I<KlQ3_~?yO~kF=n3b|js>czn@tO^d~`nAb6ZzB?M&;EoQ-N~ zb32tCmkT=AuYOg3=2PV4+A|+#&zf+cCdy1T<9w3(^1oHTvJcFEB734m?!2WPEC0P^ z-Y4`|zU`ekBkZ7?fnRWe$cp2w>W??n%k2HWENd>yub!>5I;QE~JR$Tv=IN@dNp_bv zxy#;6S>_s+ci`FT<|KVxn-%*nUOH50yX3O!`Ffp66V^X$bDVMOL3Fl~=55{i!M7VN zf_Gp1RGMY2Ywwaf{b~EkyD2{fvv^OhUs$&Jsr$;>JD;*w-c6i2b;s$Bc8=Lfsy~ZM z942ilKbzoQ`oYOyMuhQ=VA(wqJb4>u<aqpH|CifZ9}PYd>(~SNt+yY@Z&mxVc$@UU zK<W1SE8h;-XU%V@zmnHpe<f;~MA&VUOvl`A^&F#vVJnYZ+?=s~na)g~6DocW{bU*n zH~NX4{j<PR^y5UH<~{FMFPm0=V(#9$8QarkMU09*7-uVgeo(MqwM@I3{lMd!>{B0< z*o9br-P~6m^7DMpjOIG~eD&vLiVPcmJY;(u@`QbI(e|mgEapt9w(IPYjbW(OFFIuP zNJ;hB%O}dy*u9q)7RxL>bWpVMR9Df4_RrtUT1o^|S2>$Ci#c8G(Vn$ttFZCXDVj$L zIA8PL^%h*2peyObKf|di#KcW~ZmRE#LlM`izWC<N;>r{;y%~~I%;SDz-+!B`kTXry z&YSlx(k!)(Ke8e1Id4Kg*Ui7hpFl@q$v7MNW=J&GXG{@W^IbqSEx^cmg^-7ngthjc z1FIq?+H`3vf0)nh_4N3z3BPNnT5x=6t3Fj|&@Q;>?^Q*~(8tNoEHszC;RT(DHAVSM zpOvOzkM{I6`sG}kR!?g3khyel>-Opid)jkf7cKL-b({TKL{fOr(~HUn{_2HavTkyk zxJaY#WZLbMk~@r!ZkYWkcn>f8my^|Q%X{wFE?&$(_xB1(|HvYPj~cC+-h8TF8+yNq z&xxAe)v_#w%Q)w$(c80Lei_lTEOa#IY)-h!^NMfX1g?+wZyb3%|JpuP{S_{}vsXA} zmwBAgy*<M<SJo%wkpWw#hM@83i5k^GrByP1+u7M=`o%3yuhrbi{ru<4(qH^ZmiMk{ zl{3q4dJ<<MEV5mPN#|I>^f0Bbk=@%i%whO5XKPCmYk@?AaK*8xN2}D?7gVWrPG+5< z#Mh{NM6qCs1xsJ#=@nJ}jK0i;t@E}{tGw`>fwfleqs79<M}l9ld=#<rv}v8EJlE{N zb5Hfg;3bnA+^smDbQ-f2%(7tNI-(e$!q+I78ZMO)cGLAm&!+ARk*VSf^)+^L*sg!0 z^rdN2_XW#T@r9O0D&kEW<3lFNFxto;P-lFu`NB)8wS@6{#>`^Fh9f^GJ^EnuTuANx z`gOk+O}f%^nsJF_JfFfv@eO`63sf6iet0o-eh4jSU;TRT5*63|QVxsu%Q!6B-!wDz zP!dDuhph}k4_`l!Te0ptud3!Rb7qe(;h+Pv64PdWc*`L4Fp8n`!>p|_(wDUOSHEoO zIp?w0dV9dm_Q^d{?_asudH;XFoGht-)~~x(b$<;%|L4#2EC0T&wf|SL^mD%aHtDtD z2iLCM*Pj%ZQkL3adpB=Q$-l?VWse)nQ*DpjNP1y4``CMdCw|w?cXciO%yD~(g;aKO z;Wya@lX+!VvFoRAU;bgqsr~J@O*L+Owp;C~Us`z0J7K5Ysl|-1Iy6Ll?_Y91Y4PCJ z7u~R9R;Pd5{c}s@)iKlK*SjV6w=apl=z7d~@pZ0>V{EMNgWeS-Pr3g6-jmhqPhEJu z<D>EEhe<7|Mh4I0yUlVJgWC6K9RN@>3e>a$bpVVkEkP<kTw~;RFLW7~38=+}yUB&p zr<!mu@2~<-+k2bV{<jO8(%Rz!maN?UWJ77zE_Q{4pe3vmocSt$Gp)4BWZ%&H|NJjQ z`*QiY<(xmvS??w@z22iZ=dhDh;(?2mWjO~d=FSV<`*n%ZW65{dEgxQ~l%6r=!1|q* z>QRZ`^A0ssvoZW}VmtX$u+08>UG=N!67_{n^Bp#9V{JC;{~hwt+m~a{q4sl6_IbZn zOs?;`EhRWBO5WVtN@C99OCG2CPb?A8^~jEHyZ7g{skC84ZTOKVvrl>{7A1UYF+IPq zz~6Odz`kFbmWeNVv+CXATbgcjj$c2O)X}=?Ipf~jh2KG8g&LaR5CR1sC^U`X=U|zT zxLDKA*DcV|o8oh@upD7*H1G#ufgAJ4t$Rb{?mLNHEP^40yQ^hn2JTRyb+y1z1xe#H z?`oM^V0Mf^S&W_-<OYmIo#4!m97QIeUNI<LBXz(`K#qrm6u}OdfhFo)*lWXMb7aCr z_m!uW?JfIrd+YTwwHdo5*URqNEUkX7|8dTpx98T)J+d&?n)8fGuFdOM>xD;-@G6#a zFMYOLC066nTBfgza!M^Mmt<#qDen2gs3LbtnBT)@JC~@C6RRB8p@-JSyQ9?$n;arO z&3k|6_ucA$?`(|^TO_ZUxz=!M>9qCn!Z&}~|LrpTXWNrDElf`@e*K;z*<ZVRwjR}s ztIK?O-9Gk@`m=k7{@>Trou;+-TfAMun!mO$+Vv6_{NMYH^O#kcqx_yNHMv_O6YbmP zwaV?RSsIh1zuE4^@rCWvy;p1RS%0@Fu0=0wo!+`H;#2)zXkWOW!1X8TRa6D%J=2XR zZYTB{r<zz^6MgS>WcQ<Nt>4#Y9Wsloc)3`9P3yD+^7mr+cr%Vi^enyU@@>PZnaBLw zcCOO;>=XDaea5nlKLwKB%}t!+{&VHNxN~gf-<SQqv{qNK_h`kMl`E|!Z`qoxIktH6 zs~i6qmoDEO+x;%@detuWDI5PzzIBi}({-n5?c*Ddp0(dw$DRN0;cxEkVQas<%)b9K z@ZpI+D?1miuro8Zs(W~4;=_#l`)1zQ_vP7wth+xpmlr-d#XtSry{h83haA5iwQc>} zeg6IJ-(Ma!KHL+$&%`RqM(f76`kD#+o4()tz0kU+^<CECo?Jcm{JILYFT1PD7s~H0 zFaK=wa?(tvO`FRO3MM@>%bq`X;={|&b1EICSId-phMd0@<T<5IFi|i}Pnx^RMsKF_ z%+x2>CDW(P_VdZ@Q_Nm5tWg!dv#%}VlW`SUk&J#FF<f3qV*_}raJ>%1dhSLvo~ z>{z&FF}I~(#+||z@eSUhJK3F0eNP0=l2?6Z?HYYxc9!RfX^Y+_xm<|hUg+Gyw-a)< z@TEeYlU?5yJzlaTi|fr|Rj&^^DWbWMvxNmfXA4i7m3crv@S_vArK9najdB$Z`xQh_ z1<7_MUlIxpY-P+hnc^^E^S0<K-o<^n7KQF7-egJ_TeXI5o<B)3*evp7=^P{b;KUVf z=Nyjp#&~LRdrz94=+NdCwCSYClUIDJYoe36o606cf{zxC?Va)3*Lp_iiQXg9JM+!n zuXpv{!0msCmAi2Fq5xB`5OMo>pXGDB79KviYx;`5z*FpMWj0AWWsYbqtCzWT&2{ZE z`3t}L#6*u?>)l~2<bTraa`2R<HB&xm-pp&#Xvx{?cd3X$`S}U6OV1W;b@V>Tmvi~$ zau)^W)EiUZPSaksZo*rSD6g_v#_2i!tDnquytyr7&9ao~md4rV=kT$8wK%r;-w)ws z$F0_E-gf<BBh$2^P0F6>V(OO9w_fs>u2bn>D3rA*qk4*s%k0&Q_NA1m<RwJPzCLK9 zdoXl?Ap1n0!~ZjT?!~Wi7rBtElcf+nEoJiSImP?K0w-7cXwKP~+CEX3btiNCde*kP za|#mwy<Mkw?pCB;c<EmCL!LjYg6{X4lqzq_FjB4d>7U%AcwVL2*I)H!dX?14y35=X z?_^dbPTKX-bmE=VD#1zf4fdu@ns3xwbuaaXYa8#xX@4wtDQH@5N;SGRqegLtPu@(K zET1@DHFh7h+mrq~*UWdRVgBH)U^l7oh<lOwBjrp5yGhL*{V7ZzC(1b0sI&{ppS11h zUy|9?Q|}Y3cBX9SAtiC0{Zn>Ssm;B*MKjoQ<{{lX-P{Jca)GXkP4WWVYjm8Kzi^jc z`qXe|`4R4q^O}0y+!){8o;9<5`S;n67QBBiQL*R42EjY$a(gdZbpO4R|Np0F@}1k~ zt2K5odobACyO(&U>r#c6oXO?AGpE>mnZLr~VCn__#cDd!1TqbM&E<F61g`ayzMLUy zCMWn}O$K|r#rv0TUdJykO4=lB!W(P+@N&xLsWEGo@hTdHzA1lF*X6-p?a8a0!1Xfd z@`-b|q`LxI_budEX+2lQ^b$wariYt*HDeNAAN>6y$e4Scbl1}`o|REcxt58pUc$Wl z$_crc;HKz|_s2xKG7lUQdDQ%2ZNmQC9tp?OS1zaqv<Ucxy;vB#QQ39Mhq(vx4Kt?7 z-*$Sd{;E<yf|vK|r-YOVix&54N`8F4yeHGh>*{HfOYR4+7@awHBXi<G<>`CY^KyM! z9oJOAbgOf%|MvwIw`E^PE#<MgeSBL*(pB%Lm$VNwD_%cs-RU-QnU3E{zteiJDpI<7 zCV#uMM_T;L$=_+uzdWkld^7jDUEa~)WitMD=Mv6Mai0|W!|ge@qwS=wre+B)_r zR<pm(y0FotAo9|V^n>dvzsTA+y*l#$k%0gI{pWOD9d)&m7jWlVDi$t(mdv=f)F$%$ zVUaD$CwBy%cF~>WcHuI|F7+J`D)t_T?OXPg@y_$d{Sx+#Z!5|}<XG%7PaPI8p0b@u zNN3pxowez&rg*wXoMWiF7302{sX_|Wi;8*v&qMHl{7h9p#)Li#7C+(k1CoyfEVA<! zytZZiBB}6h@%dTOHWHf~n+)44=3KCR^z((y$C@uXA8WqI+}y&TH^G<bbIRlfZ!^v* z9mcF19AubM9|^1wXg{#%eK=pn$?x44T<_~UO|RL{QG4!t_l3{<;#=(A|8{+`>Am>E z)F%~-0uSi_m^FuGkI(^i#&C_7`=+&iW0G5JdhRNN(DQD)_UjhcH~h#*zOMgs*8WFT z44Fr}8C8C1eOoCQ$E6?`$EP5;k0)>0#{1zlXP566a#&Pv+Tc<zs-4{e>O^HTsvNq0 z(DvGm_tN{GUEVM0uxP)S!=id_?d%q5MwLTn8H65|7B7wrex<*9=aL>BuhI=WqU!mU zzhLJ2zqZHHezN*=Yoq$~zk>e{{<@uB_fzlW{rz8$&(Hbx_v>Og+h1He&Q=^=Ut94| zxiqu5NA~?i^WXnII`+SNzvZj{MTuzchr5M$@ZaCosN33p^IXEb(#<Tt%`R-tHLPcm zPuoB9aJ1Hcy?JXKH^+U92+rF(f3qNy^jbkV&H$Y^i#^`;%~CzyFuS-sf_Jsfd)`m8 zH@}cH&-GvXWUu0-cP`f?u5U6wU9q2y^?u+vx9XPdeRrOHkDGi;y5iPzbEl~Wr=LGO zx1aIKrpR4b+Ww&S5U7m=YWo|Rn1ED(xF*QWTUbvDH0=@uX@6$sl%y6ZfaXL>Qe9G$ z^HWk$_P@kVIGA<VfT!(!9hdBG=fX>|&Iu*cWp4E@tz~eZW_(yl`l#iTx6gMhZ05|F z@bACz{-x*dRv))({5Pe+R<&T>+6yvbj!lhj=U3S^ex31c-5raWD@xjam-?BMzG=#m zx)2{ZXY!hYip_}Z}BIqP&j7v%e1{9od$caOb^p!$lC+fAy|=kK0TVJh6H_hIAa z$nTl9X>ZOKMk^m&`Q@v!5Sw?giAPd}%GHpaQ5iAo!US*E|MKJI+utivKKJfb?Q2K( zo;T0?{lr*APs!5%rVHmL*AG7DQ^7|G$GgZCOalcHS{DiwG@x*U1S3cRh-U(t0s%2V zEl@-!0q2aAlZ&rML@32wD8zJ(lT&_$LbQVJAm~AXTjMCrbL9CEMBsqaS1{~IU1!`! z2@?t|`W__=j%rBeKs!np<rrZ@P&WxPMWA{b6c`3zA;dYtgnWzW_j#s3&O*j{j<5+R z;4#h-2IqK`_<;?wfD$jP2mlSRKzvE4`($WfY=U}@@Y|~Dnh@7%|5xtX9>37~rA>yF z{(IiJB?`VOE$$pHMb`W*#ts!7cOAAcr|@)1_%L;Gb!<us=<F{{cXL--*T^_^cHR-b ze#MSmuX>zi<fUa}KhJC|EO}u3rl&u$<=y@5dF(B*<#xM&|9<@a{QG-ztiD>@w_5Hu zch#<|4m}-{GL$`+=<Qy*@#*5r_R*dxb}mQ6b)zpYtFwN4v%e!JPwDg``E7S9yw@-N zDXNq%J@Mr;>F|3W4<G9>-hJ`#=K~hAXG=}zU-I|2%%X?QD`sEm>Du!3+G7{J2b%kT zPTO|7SnKCyjqn9;;woQna$CgnqFC3#^7*u5x1)9RPh<z=IY#F0T)Xn={dJZvopw&v z_-cNnb)(vz4cDAPe_M3V)D4VVxpcB;pXZd6iOD@iYtw>zyxV6?&+$pmEBZYrK77vl z8E^k=O1k!wYn98rO1_gjChfVh=L(ZbPm0xYuiED(!nNM3?zkVx2>WAfdHag{;+M{A zzx;cc&-c9iS<cyqcQ2jywKo3d&F=Ht*siF4Qf6uDhV~f#-UpSQe3Nc=l!VWFRB&tZ zBAxin=L-$aZajNXmhV}Y(YmD?FOx4<?wa;&)`WX=bCUwMeNbJ#=2T4IvEN&QLQdap z<-2<?{dw8$)0P_?Z!XIT|EA?GGTA6Ya>nHIpElR5YZT1B$&f0x_jlLr_Q11Nf1kd* zd2W4pv-uo9UHRJ%Q=iwa_Lu0?SZ8-O=<=!H)1FI?#UI`wv~AbIMyX5OG3!1qovh~f zp~@}lR7_{j%^-u`etp@8Qu7iE6&25)_!D{N<&NBUrP=wj%~$&EeEaRd8A*E?G3)uY zr#D*n-LHMT`}KdrZ|(R06u;5AJ?HwKSNo>TekWBI6jgZFwDIXe!`a*Q_vJsGws`H$ zb~E|jxt5-D#15@L`61hA<(C;@<<*y_Et#9MJ#~9-`lr*|%yX`_u5=7H$X-~KoV9ti z<!iU2QRhydot!gS#`vdC@!H&7$;;nP|Kt04^|o+X`A_#}-QT?Txku@)Q1fzbd9efS z@A6hVdrHne6x^~nc-P4()&}lrMb}RBG$zih6u&#IKq_?Jx3yv{%MYmX@+kY4MxB{A zamp*5*(OZ?43=B*+E4ZMDy`bP=gZ&Q+e_Eg{%^h!x#aQd*qy@9di)K7@ArQ{n%B|# z&HiB8ro3-o{;Au2*WaPq_I$;&_zjZ^kM;i&jDFmiVqG)gwANPXxT5#xU!AS<{+C|9 zf4BW+`_oZ#W9J6X-EHvM^QZf}yG7-FSLZCfq){Asjc4br*twB&Q_q$^Pk)x~skeSl zz`aLxTEAD$Szc8B{LQ(o%L3OKho6<5zFY14zB}jc@E5J!c}RO*&qLv&otNiLdfjq; zr<dxIM8SocO#FdU?1dkmnb%Zs#ipxPXOVx!xqEZ-Hu3I=$>H-k7Zk)cC%f{QsQ8`f z9J{)@BF|lRW(+U9cYVVyrjJL1j{lZgHJznO)BK*epRTxBOEAweRqNBKt2f_C@n!Yb z{VwUh;rN-=;w)Pdx4k)&GjHy>CnZu`*V`7%n7(Ug<KZc?@=Ig_@@fh`Jvr$pc!*cW zG(RXxGVPhu3%^tH@m&j!E;*Ujons&V;*Hf;?)y`gB`mlp^*dQ@^S*x%@2{I@YWMBy zRlT&X+TRwN|886UX;=38{9P~4&9UG2^=S8LCGWrS*Qz&OPPkyb;cA7Uzgg6Zn|aU5 zKdp^96qUMI*?h(f%~R{^Z)O=AZo2(Kfm>mlWc~#iwMn9DGGnJbJ+p*4NBy<Z;bdOX z%}4B7cvoy<(%xDV!)f~D>C#!c!s<___fFrl@qFE{b6Ur|{Z7m~cdO#x?EeZm4_Jbq zNZpv=!uKmgd;99XqS>~W-)%m>{eI5>xp!-B9XzwiTW^B9WtxSUb(vLM*`9YB4D(cX z-%K=A<t>glkymc9=#8tc_atK#&uKei%RKn>)F-+Yf3f@(XmP@AqG<G+eScL>GXzXw z{Wf!(>PD4~g-b1UZ|l12Oj6ZeIw}9boOCt$1p5Tzo{4iK-u~H@D0WPpExa@LTa9z; zjiO7ZdTrI${;9h>)$V8B^VOP~n&N7^Zq!Y!o%T2Pw|bed>N1J!^X+>pl%(fd)$LH9 zy3}ajzdw3)*H`}iot&Oj9r^J3rOnUR{a5>@xWB1ZRNAdma*~G(SJ|YWIUlr7bk0h- z<xprg-*nUMn^oU5>gU$4sk$mu+V!jE-ieBsIl5PlKHDg8>%Cl-zkBu1qu>7jO1$vV z@V91lmu>I%>=(7N@1@`L?(g=ok#X<caP!Ok34i~e|G)WoNkb9OEl<l$(~CMDsp|#g zxc+I$5S~-tIN^lvg$u&Ru3y-{A<$<jhqbrzi+r8Qy^Ckg_?~a@x%#Ee-wvY;M%#mz zH0H;Y=$=h6N~!sxP;InN?Vn|=YyYLbAE$GIYs_zLzxeu#dBlhHMvIMR@&3$S*=aZ3 zFUa6uu+GijnG(KBE6=$0eqp?~KH+fk7mL45cSZk8Z%MnL_9fi0?$h!9W9I_}Z8geg zvE}GrRKBtG%*WJ^q8%?MUO8C%k^j;Br2U+iHh;0n`LxlllI`imvs-4?oiSQ^ed2Gy zzrsgn%r*D8x=i_k$z-uhT2bDzTV~%&%3O2LB*98}zwtlGnVNIm4lWb@VmbRn+Q;W9 z)iqInl%st1eqlSNeb26P<DSb~EW#xJNB$9&^3&g}Qr01BI(3$uUA_OGnLoNCZpKNm z_n&E-x3olGcB%Qx`!DosoNJiRF8F!jkJRZ@t<Q%Z%YX3MH*fv)drP$qZ?Q$(_PgzQ zyhmn1bBV;hpSrx4Jf|Jpbkj6Pv%2MP>+PRKbum>zx77Ex>$l85d|ythq5swk%Uk~Y z7j1uOVZ89aP}uprr0tvPQ|yzQW1cVnVZJGJU--W;yZleb*plxbOFzC}$vpKUe}?S0 z`R)%6bG%&~fBE+p@n71tXXoS?Wv88gFu7#H+(%}1lg>ZX{locBrrvRuuC0>nRP|G# zpU!@|{mFe<y+Q6)lc=QUyOR5l#&zr!uDATxw{iW>hrKU9ys+))dj5iAZ}&a>CH^nU zmFh11582ic%dfjOhr4>t-UD&T?>Fchcp2TBSfjPR@mloH+z*%4{z=r!-0FY)_PP8= z{~z;zgirF6()67a=6&8{m&nv#OYKki-PDfP?4SJnME4Vmv}IRHwr1|joSxbLQuMN9 zackwyok#z;pH@3vdo6yhzSaNrhFzw|zeKQX%ytEBtDJYta+ml%3y=JRi}$x3ZT_N~ zrr7;-qtlJpbIUecnRUk=pSD45Tj$;La;f%d{+ndqxb`q4KM=d|?s1*neDhCgb@Kb? z+aLM<(DuOnC-NT{>!hajPq3NfFQtBVikN5j(ohNK*<0dv@z1Muxuq*R{oYi&$^SIw z9$V8pVf}>LPfI`fKbiZ<?x*Z!exL0R?j~9#y)xdLY?W@6{_L4fabM+{pK71=KEKyV zJFViq_bKD)>S_C<q9gdUo1VT}x|{X<5ve^*@1IG2Vk?sp-RZMTq~}h1<&6H&kKwDP zB+Zzfa*^+L+h?DTt<BMs)m|UizOmV4;$AoDGckuM)%b&E)Sh8~n*2wrO8$AsvOU33 zsa4(2FUq}foBKz={=}*b`SlODe+FCl`E80V5&BqXZF?>+ZS9u!xoN=#+oo>h{UTTH z`T1sTh~WK$scDDXUrIKymh|tLv+n=z-3r>v`(J*(ae0&TKJMSaQ|2A$vGbq5Y5wKN zw66Jw-l-*;XC2Y|tnjGTxHEP=<LeyeYsqS56Q(|Uyrq9;VYQC2|K#fzC4ZIwx>Ld+ z7}`4b%jO$gKQn)R|G25bFiav$^6jBr*~?aMO!8Cm;#;ia<-Ot3<PFoOB!ynTtQ6%} zo_xJpW!>@lUH7H;E7xiN6}quGhsU}*f9?0g=R$AF^B>%Gli##9qCNcod%wmTMXwg? z&zLQ`A!tqe<z=SJ{4VERw!5tFlRx|T!Q0<2PVRVdUvbuCgQnCke6^1E4YZ%BO+I#k z<%YH7Huelvey{eGvr+@Ouf5TD^ElL5Inz~t_Jh64H_YQt&Yg46ZevTGBl8aJo&z1z z9QTX<y>jrpxx+4L;|l%m1!<OLZ<T%tADeqd?X%g7%NH&S-`M&q;qvh>>=o8|H%!@n zJMl($?Ay2Sb%v#h&!Vbp&5}3#pWcYfUJ`%s{?9X>p*bqQ)gL%TEIc{I`{}a##(v33 zn;%d9$@S9U+zg9Xy9=sPFNfxsuJJf%aqe<KjG)@FX9wHLXR5q@W8Nle|Iqj2@1<Ke zPW|Hj%kr7a<m(Yx9R<Rdw3f$)8kTzfe6p!i_}KJ5ZOQ7?j}q}0Uj(+^YpOYa!X|X5 zlDWFI_GR673tncfJU1n!y*6Uf*(}4^A3mPS@L8K)<#BbdV(ho7v@;rFss74ZQu-@7 zUTUpc7O%H>wW71n-k6}~C;b1LmrR>*MbFD<d6c8*(c~*p{j2uJJ`P-*bMX$tC;qDy zO{?l|oj7mwX|CJ7#+o=ehOD)_ce-7T^jLd!`TERvD|oLi*gY@N^Xj};%a%McyfWE@ z=Vs!Gm&!J}wmC;k(o%kO+|sn2vxZM%X?kT=)>j|@-VF}Zxw53Ezy4axyw&t(W#z#~ zhE}WNo<**jyxhzGqoh(u?uv_NukJb;uy~!o;)QFo&d=D_$G+GvO6t?i>DANB^*CPy zB?r9l`0AM7YnODF^Lx2#$-FSx9se&~%UQYj+FmEoqkVn9L-*$AJ-BquW+Gej3+9M8 z1KTTxva94<gkL{fec_lnJG0eoo~f%OIweArYJBHK1q$!-yqY^t%fI-zucD7{Si9fn zcPF^hQ#1GOU`V^VN|u{xp3PpP+rl|(PQE<3ps%vr#mLn3^QUQ#3~kR{X-Tf06x?Q1 zc6{l~W!<@M=LE!e?y3~GJ>B9uZzcyvZ0xc_lN#8QXX#8@cJj)`9HS#2SR?~}6`eW3 zbvI1*Re_)2SElu|x#q}ieXQ-oQsFm$*PdmCD~`oH_|xSQcI4#I0O#MWd)|G1>FTQF zqH}dd@C}Qz8vZ(Ro7GOKS4PdzlDOmk^+RrQ!KsKH_WJ%lAFi!%^A5aVevVh=l$P#U zzR70S#IIC(Z21zKAz8OJ<7UOer%E<Y997;MuZuohy88R0_^!)S<8Iryrmx$7`OcJ# z^|RlvoV{CP!L_oMwwmbe4>koYs{M3y+rl~X;$$am`Weud?(L@CRCLlcF_7a%=}v}v z&?&F4!Kb{wD!D5;YobT9XJzGoRkf^*aZFvu&T~vTxUZQva;5*r*tmIBkw1-IzmXMs zGj;Etyn~DS`j(u&wJe$W)r%SL0+*M!SV=AZ*z0Y(>hk4_r^`RhmDSz4kXu-)SN_JV zwf^-69gZfOH95lkLT%-?rRMb?+jb^i<VESDwB4zW3TGtO^M$fDA5A&a-kJaU>-Mm_ z6M{ZYHNBiQC&#)jKJiXO-$~v6dA8N>_Do)LSTUP<<B^N~#??_dW}((E-`w2%dX7oR z|GUX%i@oxeMlNVw@Nt2x!ux>VUJh|bxAW#5E#iLR{ZV@3#cs*x)vV{zjP1PUnuw`O z&piJryg>b#Ew|Y(*-M|dh_|>c(OSW+GEvP|exrrgR*j0Nwu6WD;xqI2@XyqI-23a% zac^_EN#7o<km-MA`!L(}>%5Mz;H(cHgN19}STwh<?M(A_TlwfbQ;tqY@Tq`2z6|LM z>lYj+c$&XmSiZo*V^W!?^`Xn6Up~lKd3{XxIG<P{b?NZ}3y-F+=M#0#U!32bl@jqa z=SZ6PtNEq@H!p2=SgKIkWY+Ypsju0mMEla)1r{DoeDg0V=)IjVkJDOoxxHuAEVG6k zUxK|7dqlqcd)#sP!&!eN&6i7O-Piov@yc;dNv7D>MvGmwEF0WAocHL(*qkd!j8)Ox zd4==mT7xQWo|{}#V?AaDUUP7&%T~Fox@*7roJm;^-tkQL@kmkfE6=puQ($el(le^H zdrA}khtMBBflE>!?0n$8^yw3WH&>K2&t2-h5YGA0tERutZF79lLv8<wSxa<k5;-=0 zD=2dEudWCQ)O3r{-N`#q<YXhij_W3`X$316$xSgi{4-i<TjHU8x{1#}TsnLy?PL@8 z2BqAVD;%m%H%w`n>1*V+Ng=6tO4+Zsmza2p86ju9t~auZ5_NO`7qT+!)WM|z6Z57O z6*`74d3i~c?Y^dM^XeH&e{~+64gAID)i1fi-F10@y{=%?Wu?9+m+bcY&T0#bt&$M_ zuwmgI<41FQ&PT2{>GE=rvAfrBhfVo~^@P_4)|4hJvoZ*lHCV-b(fty0MkRw$^3u{P zN^6(;T_}6v8o|qdc;Q|*wfd0E^;0x=K9qRwxMR{nGwmdAv1vOGXTEHkVV&f!x7J2y ztJ1mXi_6uvy1MP~&bQSNm2{RAE==ck@RoR3C2?IlIg6pBQ`1uC=>fq*hC45bK782q zE<8Z2agD&^{Eu}HRsQMK$NOyGktp?Ny7Qm6ivM1-^nd^O@5rJD`vq$*%s=eEXtVSW z^)0fN=lDM*hcF#*x6xYjK>kzQDi(Q%O3MoU9~B>%AMP=qqS5bmAmR7q#CC6<Y4Y5^ zkMX5WX<B%u<IO^!S*x$aABcbGuE`$zhr7b=N8mko<%9hVyAS^U(EFF|hj)#VFYA5t zBk@n$T{=Eb|5;b_R@+9%PfYDaVs}FI;k1KsJi&`X?87XN#6PLl;9jKPvNv+YUD1!v zv^Ci;${()XqdRBylAn`*80#F^*AgK9j_JXaW92QUUDW43bY6Aov~}h3XL^^pwj`~M z*3#6_)O$JY3e(mI-QeA!`zPD?@TOQF|MfI_;<SmU1Z@>~ubh<UIGwudzs)g~V@ETU zFX<_ZJKaipQlPK;{OC1fw{?^9msu+G*<EWkYcOkicTjf2<n_#VId^fFY!AH5mc<U* zZpj4NE9tOBqC-p}sv(1M(NTvj61Q$UG6^y%vAA$_Olag_1T#-Ka8x@xwD7pt3Ve0A z!W@{d@TzeI`y#oHD&|0bkRY2AGZ-2RNP*!j$dRu+E}R0Y4pSHclN7ufG#D4LbO<pA zGJyoyoLIroR6q+1SHTW^73NSE@Kcz>c8IeD%w&FO@@%=Ria@gi50fFskp+zsEJ*?# zjtXqNM-)JUpSIct?f-A;@Qd*!`;z+&UzjiPd)O=dWm_UYq0Zq~d)vJ<i)PS<OHd%N zY~#OSm+-sct?`Chw~DRJEMe?UAZQLg=G967deAGci?~3nLkZ)>RE1p)FPIi_cjz%+ zOl8Tl_E7lu-0`RVJgGW<?uf!`pL%n)95lb6*}Q%^WAlAqTekh(yLju=bB%sjX&L{B z`XnXuS8`9Uh&H!&s%D+|wg$@u(hl33wl#li>TA$(duQ<?IAD(d6}MBG(=4aGowj$H zve@Og(+gUc&v-s#`|R(t`e*o7pKVTC_iOXc!#CVFZoOcpe7E7tc?B6I5AEI<)%gs2 zg*Tk{J7V4Fe<8?!b-iBF@$MTFm9}l~$kk4&liok;<T1bHL6YwtaB*jpy*Ei^2zjPE zr)}=bhkuv5X(YZ^Q9Z?{dL!d3dmYym=2vXFOj8@Z9FHzwnvirw)X{E1ugt4Y0xJZj zum`nr747`+cE+@<t5rLjOWos&C-}b5lwrMdupp5$!X(Cm{ms*Yhe1d4lYg%as1e;b z-JrPo!1uPP!Wngn2j}r?vmY#LoywWO`|yzVL9ur3`(c0h%5*h1HRwq^`fQkY@OkUh zR)N{lVQ$So54FZA#<IAwX2_mpDq-4_z%h0Hg(sZa!3W*irWPsYE_E{ec*f^wTcz5B z2SF@se|Ju2O<Bep?5EwYxt!s@uuS)d9|66m5{`2pvA?9I+1@q3Z9_cg@5wDT=i28f zuH*hU=~C>6hEFQLl30IFov#tD#V_u@c10aWnSH_v4(-_m@pl$4)s~(rv~=x{mP@N* z7Mo~&p3=s2rG2XEDaAxJ*2sqUH`iZTe0ZjWt7F8@T?$z<EMj*$U!3B!G{#otkN0HZ zztcqJh2$1oYWZgPAwSSD<j9Y$se#j0iAJ7_u+r_;4V|`9tUq<hQ!ejys)uK#l}1fo zTb4ZucD}2rvXuOlnn&*@CYr5NNQ+#uX<~WN#7{?3TaC4sXM6Zhe^qh!k5<_7@4Ab3 zEnW5RYmNUD)rVGTpF#|6*Y>><3wb%YwlvVYW?tO0)t7a@b~D@d*vh!9J-6LOQkTOe zGA1PVoY?;AF9x^%1eEC;PTTo&VZwwv>rAJ<JGCWq<<raA`_wskm+pHn_kHQjn7^I7 zelpgU=LP7C&aBAW;J4rXkJhEr!8;ajTQ*&tTa4$+DP5bTW%E`{kIrfmuukkyoHbd| zt+mPVOqA;?fx~q{sz(gmIW6@cOgJsfQ{>6_Nvi0cO1q-EvEp^(1=p^9S+Pnn*uf;> z1dqrCRih4xgzTz4an7d}Z)%v3#MqxDVRq|<N1#H`8VMzy`=yZMU6c0<Yf1>stO!h5 zw9q^0{z(nanLUBxDMoIN$G+G9Gzt9~krMO!SMsCwWfPWf;}p5HeO+eRYw78$vd;hd zwlIFdo`p+K&tlEbxpdps*YsDFfA1~hcQ?M9$P1r+Y-4I$vZl;&!Sfl{LWJd(_pbhG za*aiKswm_C)Ln8rR%i!&w4EE;agNC;eChw{S$`Mp40`d2JGO4&>Y&voC0Ex86voTH z*ccSLp~|z#{l^BCBLy1P`Vmiyw)qG%-nBM8zt`?}gHMh)?`PK1-OIho8(e}n?!N&( z+ckL857WXGC->H6#eHMkmc8O+=c^EZ(bxiA&V^RBkM3C6=KovNz#$r&{pX)$wrKyw zH_L8`n*MO!c~)W1bg!V--|cemf8Vlw`}VFScdvVeEEhk!{<8YnR#h?Xkk+iG6}vw< z%~g>swKa>*HM!UBCf}2g>ooVo&l&u3S0)v_-t<AQczSF1YNu!w?d@N#9kw`V-cZp0 zIQwvN?`z|DX~{^1clx;#Hwp{OTn{~XII?o-qyIOjFltpeHf66odZI+EM67&Tsc4C4 z`P7+#yZ1{^_1bRXbvSvqYS!niaRn@!avd$A|7@3fQLQ#-a<;}hA<6mrFS1kH_W#?w z`6lb~_>!F00qfVgea{tFQwh9pb%ircY2n_#OlxX6QcSi<FK|)syma)*ZqUiD%<s3p z!g8&v322TAG{vT%pkQWhV$20SlhhP>>J2)dWeQs3ihDlG&W;N@&s#AkcEWkk;^1S@ z#lcJN>UNowPM5jnd-@v#i%;7YhN2US`S$-p=5AsBVEiq;-e^Cce)DF*AJ&zoNi4~8 z)nfj-aU~wQX?1POg0)@WSKP^(*!WRJ?z`zDBa6q8*BSqNoHV_}*Pi}X-NuOFLH?47 zYrrSFzP`Sr^+PlFE{-P9$*wE!uI4cZpX|zO^)&a6zvs8`k2~30wjJ@^x@6BWQ;$}a zyFF`!7qy?8F>m4J|3&_xhLT@(J4>GzuM$zR?Q~6@xO45Dv^*{Infg=pmww;tJ#W(W zj~mvTEqb!&&6<dFX=@K3k80+R3_YiBC|AJ%3OA_lVIc?#EojIZAq6b*I!n;pCFE{Y zoU`1XA)b!mQNv;1r3q+?6nW0n5Eeq9Ia5SXfah}IbJ`(ArKun}uqa}N7iX~GTn%gr zxn0*SKd%H4*b1hg=zyeY#H4U|W}ahSaVAUvY;|~MN=XLjVp&kez=uI6siI?y<+tGM zg&Y>9u%#uSuz=+^(6SPU+X&Aen;03OEGhxdA79=2|JLt0GmVW;s;KjSQkf&%#xp@t zg{Sd@$H|!!7MQRyxmYnS7FH0g5%fBAnyaJeVuR3?s_d--8`-$D)QvlY<y5<VU5w(s z=6*5zc8%7xtcRy^uWsWo-v8cCSfK9u?ely0-+zDpzGY<f+vC69ZT)sD`~Bwc42DWY z7uhCx#Fs=Dzy3Y{?~<t=6FYzWan-*4W&JXnpLP?CTXy}tpS}0xwz$-j-7c>Lm2T^r z-`(}BIyzq?<ig?0F5ezZn)dAI@=N~>yEU>|ULDhSbp2&@+;d9f@<i{v>}cC3{hJy; z*=q3bE4{fW?MXaS>B2SlukG0tS{WACSu|f`d)@w}U+wq(4HP@|*ClhmnqJS=hpk(= zLggRmq=hfqbLxb`Y?;X?mYy(l+sU_E_t;Y9Gv0n_n`BOXTp1r0w`R`Dx;V?nNvffW z>*E}ZmaQ>ZYp|AsQ+cM|i=g|ghuz{Q>N(pkzus{}K4tyV>@5@ZeG|%lv)p`oN53%d zyV2dSw8z{2_L+a{{5RWW`PBHJt2b9|PCjLHL7#c=v7%)8%`qo+f3)uJ5>Zxg+ik$I zer^98lk)}l4!wU6z2nGJ4Qa`p7mwux)*b%Lx4buS(`3HQ3OR{;P8QtuxRw%YmKu4k zR5odMq<C9fplRqifyajrtkSa2x3Vtuku((*TXu75;p6tuo~e5__SgS;_O@sG+-bIR zw|-1q|JVCa8|%mZr-j?{v=UYsUYfW_J$%XaW&Y=Duk2NR8h`n|f8ny_sY}F{RbDb* z>TFoNd(z~)FEcX(@1>?J-C-OYbm!$dpSe>Fn?1j-nOrEA`gvY(q5_-H`)WJe)iLkR zm8-k|tU0`Pr&sKq)CK3R&g~3S)-+xnb6)4PiP6$C8n@F^mMzW9T6xO*s#fVVt(8t8 zqPvWOf`gxgY>l@pHJUAXQ^(rhyK|G1^4+~%vX-7_7R=ouUp&S7$=bNGvklJE&RhKc z`EuqA(TRe6f%?B@O$%RisQlvgKP6K=W=&hZ)c;P7^jq(p!L^-BeN{w0nlJ0o%|E4a z>Xg)LdHZ#DUQ4dxIq%S-@%Z?!%z$M{-+5%WH9S>WKSwZT_p(ag7bWWde>~dXzbo-! zqMH6)v1(ht9N&Yzr?-{n-K+6d{IB(`zkbTGb9=wvVb<T5|Fg#Wn&-N=0;->7lr=p+ zS?%$hq+_Tlbw9y^-CwKx<z%(#){8&>JHcRHXH{X6HSxw=zU%GhjP)YRcEw26Y*=Gu zI=#JrQfd0i*J}G*@(S<0i8>m7+P?H%sqJ%{C%-OL-kZ8L_+81nlD&^=&VH4y^Qyc4 zbKdLZf9gM#pD)+@uJt_Y`rVq<HQS3<ub!-ZaEVym=9<aHo!P4K%G#!T{MHp-+qv)c zk9Ec`f{J36YCf%*6!UJ*n^j(cD)V%1&-J^mFi$<*da9iD{96JhCVJj_%XK3I|9qR0 zVxJT<b;sg+5B2<oI!#YaQ7PYf*h4aIo{CV2ZQcr{$xkM1;F1iFd2*mdamwXOo7I1< zS>8EyUg&*0ZLLp>Kb~~s-11`6;g?^$i<YUJv^n|olebJ{U*3|GnV(appMDu46UF7c zWruRtT{Zbf!Y9Puck5(mZSNE~Gw*gl-e>K$P4^DUxL;2e>r;E_dD7;Ty2Q&HnLHem z7!^NdpVWygc`SFi@94jupEldgkNWvOD>ZIiRpHO0Pp4K|au~>KUAcVPb<4xGt6H`y z?J>Lm^U|}6mQ6pU1Y=6mj@?Pnw|w;1*7H{jXYZPmRnzL@d8X8yo_#FIIw>hRsZ}S} z+WJh4PojHLdh-6>T8ZCt-(F~ydFlUr`AO;hQR*Dkhi%q87I~wpx#Y65+uf||d)M8~ zS-<J}PV1+Y&sX~$-?Qb|nqzw^Z~10=Z<_Yx?h;G2Po3XBp8NRjWzDX=*DTNOz5Uaw z{_MX=pH;tC|GEDr-}-*p@|BiVeCGw@v<^9)d0Dn&>y=9(^R%X=W|`mQ@;f_e<{WdA z&mlp152N*?R_7gyTw|eQ@uqR#(<XykYFSxH|K6-I30))O6|8+MoqwzLH<PPT38IfL zhpeCe`+nr!wZ&Jh-yb`tEE_#PG{7!9r|IUex)O!5WSx=^f@X6|H_Nii|5Uk95Y2O* z+ik(aupFyDtqj+$I!DC#Z;pAxe7MJPM!NX-Ws}(2rzEDIpPC;v^M-g@%#u}-H|9Tl zyrn(j-O|4iYkWG799Ny0Vkca~v2umy!mlFf#gWF*XRmE!|Ec|l`R?lJFDHLl&fR|O z@gr&1*c?9Yg@4aAe&gBVzvs@sczYfzy9E2R{>`!#yV>rAf7o{_?(cGs9K~zt6Zoer z(f;-4z0Ie3?^plr|NG0m`P!^|%eT33nuL#teQjrw_v7WRvmg8k_KA0FVw-2+7rH-D zd4`{0*}P3J-*enBG?D%M-TchYx?LXjOMJ2xxJOv=F4o!Ax6D}5$nMrDx$gBn^-lK} zv1f+=soZ9`PyFre7oxwcb$-k}v!W@@>7P~BLjNWGD-8c7=j@uT*{OC}W}55SFM9X% z6An9nG59;@ufo6bjI&F6U#y?RB+{{8V86rBEurtW%q_BOUw<nxtzW-O-_?hIDc`&9 z{nGz!D_2gOw`6(Z<o>TGuLmjKb(;Oc-GXm#(;fbo%SDn;?(v+JWzFV$IaBVg-|7|3 z-!AD#SgqbZchlVN`-1-^F3xjQPPiQOtED&D_(yP2QH|H1+9-#;UsgpNsrdbb^;6#M zrijo#>L0~31#J6cKXX(ce74=T;N!X<!XMK&ZrW?YCO4DQmiuL1731^W{}=54@b%-@ z65X?{&!$H*UY;o~S3mvvr_!3aU&MNkWz0^<wf2)#OM4<9yKM1?v-<<>YmXR3+Wj_* zKCx}{{tqepX3U=;H<`~PKRNx6<e#?-m42+~owum@i+5GCpMkXS^QBc~#?i<AP5s;Q zwRrOUhxL<XKi&Nl{>gQ=`8E09T6V_&Sf2*S)wW+t`hSy8-t7g$->!QL_g{#A>Ah?d zXAWmIll$$uvNr3V0e0QnKe_)1{v(;WY)fpFqnvv9>Fp=-PrSeV@8~wy%&;W!UCI1M z=XLItthf8OZ0q``2c$1QxVT$D)c>Mk75Co#?)#V8cl>btKlx@&8S|Dk3Ewxh-!y)c z`c3V($YPb(vZvHPOJ&3!+s|*G`-J~v`@+90_a^_T{TKZ&{a<U!<TkIzOP^j6o}}rz zbn+$n)X;CI7C$xoq*J+1=J=T(xz}$zyY=nHx0`WW=57wZC4M{lZGDiL)_04#%8frB zy-yN}7BWs2JhF~?;uf)aHyVpS*Zp{8@Rv#Muc*$u<>w8#D}RLWwci!KX%cokZNvLb zuOqo{pD^3ZezX5Za*lYlnDPOM9Za`tZ4NyDly>jX`-iiC{{6#n&-st(KRx@S=MR0# zIjQ_}iQ%P^%zaxNcF87ZOupv%{lMniOZQ&le5v~~`KAA*$TLyfY+UlDUq97<YWGv- zPqVkZzma!%_vx}T*V3ymmmMrSc<ycGw}an;exLnj`^{dXEOk%N`a8?_to?KK;wiSx zNfGPfcSe7RS#waaM*sYj>zg;P&`2;^n)Jl(4Cp%1{XtVj4)0mgQFg<u<M}B`rcCn` z;U8vYGmdSXp1F7KV++?J`_`N6d*bcR?RS0uz<R3o`)PUG|2BzVvIEUCbJ(9*^^#%z zlg~dM|6r**^6i3q$M>sW40gA!T~PZ*XLd_|G;6ef{%4&`z1{6vk9Y4lGv|lGeB}s- z@{`>!+v@jmZ|eNQSSxf}araaCg!-;a$}=u5fBF4Qdda+-kJ2~n_Po(MYvbu0*FE`4 z8(*6y&Ru)F>daBTqSb#{WD|b8(-i%t`6<fE{r>|0oOXf0t2aFD`*f$4pO8PM{YW(; zF(P#f`|CW;*k;ksf{UJLoLW?38@7wPx>J7ju6fTcC+!m6eec^2$$Fc*@*3Y7$-R7U zD$Tm)9>4oa_C}@cx830%^A>-<A-3jl_P_J{m^L20;y!<qOxTe>5&Y@7+PQPL?cK(_ zZT{_h8~Pi!zh8J<;9|Xl$!>!t*Dq?dUiHa*XMFW~7Zu&GX57a9GVGp)?9!Dw{ZSj! z+!N&2%SoK%`m#yzUbW2YpBmSWS-ugze);@Mk#in5B`zwxC|@w&>c>wvkMd-;_i2Jx zbdIfy^{GF$Blrf(J+@l5sw$S<Ve&b@8vb$QAJ^UOmKeVx@$-f2_h0PZA|Z7w*!J~7 z9+@SbH$W53hwdMq;dM1f<F{sk;+hL0S_?Y2@k=fb+&J?iXU)nIk^7*D<_}*_EzjTh zbc2%U;~gH&H*}=LXERIROPZ9kDLy*P=2Y~f*-Jw=M!zimCHd^ggm5iWiv{dbJ*zbD zubN|%`KYC<@M-ej<WpYm(|bON_RARFi8eW7yd~gzn+VUj^QX_AJSR0}=EQl+mMz;c zd2)<j`wo7OITu$%o!>GcugZDZo3Am|xt$u-vjQ*HxVoOW5@`B1OEQ>0GU?aVNo*?n zzwh^y;`DsHNhSEJ*D4*!rPr%UKKDxX%cXu!XP>x#|FO#}W~Z<H!=rsa^Xc6a;$ln- zu0PXRdC^zwQuf(Q?dc^~+OjUh`cKMUm7dkTIz{B`j!6@Ioz9*4w&mM~H=1WoeRy-r z({_$bo<!=i%B-xjG5)<94ovCFnk_#2>*nUIraxO-dsP?vn3YaUU+6h6%lK+~=Y<gO z-pu(~TGOOzS4!~aUaWTeTAI_lYKy@W@3=RScWP=cOqnI!+GisF<=Tv!+5XRKVqKoU z3~rviKIiOotE}Q_uNK|7xG~cFcN+Wp99@yjWaVEB)5LwbOMRMOtu08p8zXz`$FgG! zPMSF`)pJvFn<^3Cy*%tnOWrl#<;!nvUh?>vz%sS<hnHApa~-a%bj#l}|5Mi2zP1I+ zFRVHB-NfuV&%2XL`Yf}RcDBu{F7-aSLe5n8;f;Ayt~B~=`hCjh^iwnK^v>>>yK_#@ zOFg7?zJ#S^rT(Qv&kN0lz5<@7Szbk$FeX(<Nd`PiI&&iEvZd*jg?>U`neuOSh4kP1 z$g0R>lYTxX_OeYtvVPEhg^8ktMV41C)M@7bs!1!{$RU`j^-RRfZ{w-QUT$l9K7E`Q z7RuiIdxhM-+`Ks<T;IjTx;XC%nPw<*J!`vp&?Rzt>(4|Zui9QU{?2Lpymgz`3F}Jh zZH;Mbx9NDod@VI~!pjeF|GYyt8)Z%RF^arqpPA>m<@(vLSI*9pzmje3#Jq29_KsCk zGUgZT%vDHF^WpXSS)*|Lv+8P5$I8E{iGdtyvx@}(y$K7@H&bO<8hY?c<}#^WW)sbJ zadH3m_6aGBVeC3~o^#64eQmrEnSP&QW9QX`{?vLs$y()xc6DX!;Xi$R*F$qJZ(uAf z@%jAXvXztU*^58gTIFKDmVEhix2D`ZJNLz<7PrUk+n&t6yv;00!25;@i}vzYa{Rl? z%lZ$#n`>=<WA&r7>U?K|p4VTm1e7Kxdp^p`e0+PBn1*$p&)PqSCcfUVFK4&ink{)c z$DdwfKR<teL7?h!g%eheowqfDQoVB2d_!OU`T05f>i-(=&^Id{RlhW?WPQt|yW#!P zw+}x5a4B5BeO|QV4$;l;AM{*icQz_~bW(7?W%ORnALqg!N#`Da7_u~|=HZFDdHXfq zov`JVX3Be+d5hmkIY{;j>!cGC=Jjdh?H6SAKfk5I;`H<Pz26m$GuMR1f7(!gSTIxG zZf0`eUj3T6EAELKX8jS9x3)a!eLTYEjfaW$%sSl(>=BwB!LJ<h#4@Ba)L%%P;A{SN z@x5c=1eLcF%UYLbzIdovGDYgdlzE3f@GMbxD4f9Zdj6q^d5g}ofu@{Oj?C1#VxPJ2 z(^B<DFV|H~W)0t({Tgz%@VxX3kWo==e{9m>y?crJp;gP+VlMGT@jtrMuQ}E5(uLps zN~@mEc2{00S*N_f%YI3ffO_yO$6AHHyzR`}=2{$ieMmJ~NBo*=jAotar|5()ViKEJ zwRTT1TAkC-@@JZd+q4(|-W6ocYTd0I6E^RJ%N3b=+dUg*&A6g;w~u>jTl0^%7V9!D zDScr2(0VDUD7s8)V#w9~jK5YX#I+W`^e|yxqBG~4$x63VhdrG;wzdZgRoyzQ-1S%D zV~FN)A<wCIEHW}DIR_o8^R?HJoc8&Buf^n++V5>w9se!9q~>|hHDa=vgI2V+t=3M1 z&3f4?yn@Sb-<R~5CS`DjZHH@fFHhXQyRTk+GqB=X;<@!wLJXhjOR<#<;-S8?)Oa`k z$a~2dbJFCcy5ReSweL54nb2AlP{Q>!SZJZC>Lb68-&yBe64^5A67!4(cAckl1>dvC zWbeJip~YPIqr$f6_1XpR9o8{#zScPN)d8Q<11tDGYELSWk9ybavvSL{sHLG-IB#|C z;aKgMXtCw`DIV#E@23_mm9cQM<q0>s^2~LP=Alh<3aZ*vrwM!deGHeK8m4eAe1X4n zR(HztAJb*0b*)|4)Ai&Dw?nqX!zz*MI@wtaXM}=_LZo=yIgX2XI3H>@F<!7xhbdC| zSp7kNF7=Pwe^@8&I_i7*(R%(5=4?OK3)$Q|?yn}s`hV+#zl{g~D3_Ee|JQx%()aoB zAB(AsAME<Mw0~6ZnZD|P|H3^Id&FyWek?3_xH@WzyK=&YzZ*ALgC?B$e|xbTMO}1I zv#wW|Jnt#L$Vc&?+$IvSf7ogyesJH|+14b_e4g?B;mF^iAD;iPn8j0<(6IkVe}};H z^Pih7zGmA9`3b7cNOaxsH*t5u`8LhKRr*)^KBWJ&JJtNcI5A%?>$}UI!&|N#e$oFh z?w*+5g-gtO|5&&;omaflYRzb|^mFV(u8W@OKRVWZ{p5Eq^GS$=t6S$q-KnBer%oyL zu9_IPDE!6UDu<{13CuT7Zmjz$wnTJEu?znRhSE>J4;8ga?&vV=EG)d$u;uir)(P99 zEbsVx?!8lW?o{YUUlZ;l7mr(AsJg&*A$A9M*{7`wtR3tb?q*)y(s;{p^@iD7m@aa; zXbY?rTO`^MrV!Pbu~lI0v~Oh-99kN{GtDWAP7vlMfkXEM1QfX;v&#-wqC2V}Q_lCC zt}qAkyX<W>XaGYU=)t{-iaZKD3Ow9_Y%Y=lsSZ;jJB$=gHE1v|I^#5jF_6t=W-Ig# zPhIdGo_sBNiX{pq3MJeNnZPiLLlg|JI<2_&XG=57BKeLwg<p*?whR1q_yW4;bAK!3 z&d+_T+^r-lBqvO6n8Wg939BXN2~P(<rlLztb6B3JD5$fy-Ae<X@Y{H;*{p$O8+5{X z^M=|m(1i0fmO~)81$-Q_n!vJFgGPf!16}xpvm$K5nfqcYEAoW1IJeb@wNIsQcyzB{ zZY&n>zFenH{cFS@_A9v`tuq!My&lwhG<@RqM=#Dl%3Wd^5wY5XHzkpK2J0@tEj(L< zx5$_9EQ#1Dyx@NGqnbH}A%3B0n$}bQo-#bTE&gSA#j4tAwaaVw|DADn+x>g_&#M&X z?_OIg63v~v`O;Spd*+AAO<PW#3jJ90Lif0xHDA7^zWJqdujY$x7C!nW!ti$dnQfw* z8z#pePRU+=c_mYMVJ~ZM%6pNwA}bDA*Kn0BW9OT9^4g($AETzodTyB5#{Y+B1^X4= zTO6wxembfyP@0f-Rn*xogGctoCyoq@6#`4RMW;+{-JD!C>+p-GdDmnsZ~FQzO#i|0 zfUmuMdZX*%!|9E-@^bqExGiovO6mEzzOg)W$L_=5#J481=6h~fe)v}62HV87GHWz# zYD{i4efVI$rD1lg`z)OWyv#Lv$8>+p*<i+>wE6HY4}<uM9pN70&Vhna?wb_mvgu1X z@Oo!_YT0@+!TInl7sa;=9wt4SIoC_)bB@Bnr5rrJ)=XzjO;gEC-`c*#xZ%HKpKHaQ z<?g8)gk1y8&KG35dzCp@ENErcQ|y25e4fFawchWw-Y)-Yp4yFznr|(>mGQQ5(hBCQ z-w(h0ts|P4tNgC_cMnf)bJ()2Q|DX@%ea4S)>g}?V8K_1Z+*Qbn5bsDN#TBZz-ssQ z%Z6QxHkA1WUNI`1wav|V%fnkPe>*<t`+9td4lHu1X!yhVcJYJzj~1=y`1o3Dk<M9- zuydMoPcbcxnz^Q8%ED6uOC3&@EU^x8?^3?`u*gEDto_XczM_<_`k?Qf)*j35?&`Xc zI`LFk+*75eo!;E(e17-UjGb3KE-hXiIrrxFj#px@o=q>d4SaTJ>zQXO)6%MBubPI; z7Op7`RJA+4=EK#QUVobs_>=if7F~Pt-A&SzWwDOlDzm5E_wB1Ba(CJ9pDuCwZb^Nz z^3#;HYfi27nm@^`FzT$i%EHDg-@i^SPTh8(W=US&g*(v~GJd(L#a)O<zo%L!`||0^ zJF(H1PY1JP^L#tC)@Ey2--_wc*;0ySw}hNcmOJ#cakCk^o4$17`R%z?;ING9lRXX2 z>jDf;?7Z`2>ytft+f_mH&Bb2p*S@@1>b<Pv#T3=zRUPXlI38h$zWn%WRFK?U)>aYj zs*=+iCWg7sVw)&*Rw&WpdZcXTnV__3b-F<&3P$fXov`qpeq`UYi$X>-mGw@h^fmOn z|Nkj-<+qI|W_&9>ew5!&(La}4BPB0#r^@j=8v?FZU)#$6N9ZZ9Zp;>!56{Fl-@P1^ zyzcXr7q-cL_0FFQFWMXnzU+KFTe`{ic<;1XA0(1})-K<<%rGcak|$>A>wTwpHBG&L zA#&*p9gUJu)_n^t6=tn&S=VquRAASt9xd<iw?Ts6zaErh4>kAOYj;rD=47h`-&1k3 zu=JH{gIyfH`{|vDoL=vtwyk|qO>f$!<+n<jU4lIqs3?Fg6AkYA5n8xFGyU$9Lw}re z&O1!*dS&8o8e0UKa4x>{#%goHyFUv!L@#IjduAD}D7V_OJ!|^42mDXXx<ABedTQ_c znE89z^1XX&TRm>oYInRk^Jr)3vmZA%xCAcH3c1{|>*DlRDkoRHF0{&C{L#+jR{~46 z@GF;d$7?<;cz9^7_rut4dXNd{^#}I9(b)Ikwd0QCA44Aoz5aD3+_g=t^S5{Ol9HIF z$GfyDEY@G(=bgyqz^d<6puCo4=D9`ZCY|eAw`kp@bzIh2{AG)SUW?7YRFJvdC3m0b zbeYDSXyrM)n_Kp&A8O{-IU1|<__OJ+unkA*J%9T1?|$;-bYHCDh1XoGe{b^^p0py~ z@B(DMS!hiyLyGCPXz+aV(<iS%^UbUbFP>ClnH2@iX+dX2&CD&~=O>xM_5>r(e}Ogx z<DUOQop0WocSM2bc=^0TkM9;VE!pcAxa8HYlpWi$Zh;S@ViQnwzPFFfFMK8QkLUgN zH=a#@m|9@QSl=JlJL5paa^-b(-SGKlFZ1=F`DXY{qHA6^)CUy#7PcSW{7qO+lHtSl z6^2pfhabK+x^@9F-^>D@Z~k&8v@IMm-#qJ+*<1BVe?x2DF)q}t3yuzodn~o&kOr3d zX64s%DxqACZ97)pNwEvJ6SjYKC`CgrD@I^@#0;N*&%Y)8GhF}7uIpCP63tWpyngR2 zeEnhHqX*7mQ$KT`Hmb%lp>GNbG-v=DnHqp%0K_u|ZDR#7K;a9TPbDzz9Odfh6Ye`4 zrk%kvtH@KWhM*~5%%A|z@)DYM#u+R)r=88QUM32T4oK35%`z+KlRfQhWDbg5*rYRL zavH>gunZKi9nTAsL#8c^jWLhv1?NoU@G}L?<HN!aHdPH;Mgs8<p{Z&MBSX}aqOL|% zSA<;M8lU~X_T0>q#h;|qSY{aeOyV?FY;198aPW)cVBzR*ko20xsqZQ3!w|Sew1z<{ zFz92{60I*>bz--Qi~=PbRKvQaI61Pe=Mv3%C>A(nTf=synY+(fGCr)!&Hw+ReE<7- z#;^ZeyO;fT@AbIqx7Qh%9C&ot`ChI0*?U%ge%(S&hc#>om(z74*IYZdGg+^pW}3(R z+cn4k?B7@TC%EB9DZ`~%*6*UMzTf$|Of=;1d4?Y=D~qMl<@Xl-%WRk;b4uE#-$-cP zhxMAWi%OpD`Pu#6JEEgM;8&p6@w=tp*SM|vuCesC#@iY9E8;hQVY2so**hg{w)nZs zeMax6%)c~uNu9O9;fT(-O<|3b!X@8Ln98wx$xa6$Yl|ZqN$gI$e5aKeth@ca<`I{L z-t-vlnGbeE82yXloFepohu8c@W*g6WOLTrIaO_z1>D=mBEa48KR|FUi{dyt4Q_Gh7 zWktYmZ{GOB{zbnM`5XOj&+D|+`|<rK*T)sPuDcw3LfE+F&c{Fb{nPHFpuO%BnSDLm zi_XnZQsGPqNZI|S$Y}W#6?IL%cH@_8-cETO^NZE;Wy0(q7pM?Ie^-#)pd|I*R8 z%Jq+H|2TBWZnO2Q{wS+xcGK*3d|9s7^}_8+`u<V#Hip?`S6|x~c%pRO?>FADr=LDO zRn&gRe6QD?wDpfmza`ANbA4KFxa>^Nzn3?~7KxpHv?@Tg|Ba$|QgZ9*mrq{a;q3A~ z(xlWGF-5Xm>7<L3kJBXOR`(kjYv&7WY&yQmZ=TmLFQtSjHjgI<va!b%EI2$}Xm&|} zy4s<<%a5Kmd(CbNWG!W#dN+qHrJ*-8^IL??j>c1>%iJ}lip{?H?8@A^etdrI!K%*| z1sA<bdb~h=*;aX@W2^T){qwS$+uz#n{`(*6e@$y$_orJt+Rypr&tGCv`+iNE6v|o2 zc$;6Q`ry=hE6vIm7aBf#E=dn%db-Z5;Ek*W!|VOE3--xHM@1DV>g0Gz23e?di)+Q{ zEnjNI&E2N4X?uRz#RZC*uZzR03(x$>-C0$;tKQ?(j(^GOYqHOBeeyiM?ak{f>uaGK zO-@c;D&xH;{oaAHJ6?u|7R?XTIX9^+Q03Ty;MKO7?z((ecRbtC|1(fA>(R6>+d}t8 zdPh8O-qA05bNR=X8KsZh4ZH606(%o;lFPpQC}qP<(VmUBXR4g86|G*i=mzWa+L^Xf z4R_lfYD!G(?%eP<ib<i!(;zZXV*5$KZyUr`Yn>J`3$$EmkZQiHQPzSx%P?=+`B^tL z)goGQuL~VqcXRez_cu&$_^dbY?_(7>eJF>02h+>G?ytJjU&lW8JytqT&7*Vik}WEg z8T$-_&#j;IiK)&1a}1kC-=s;Q)!w&K!vdq1TfT`3`lV3aXPXz$EBkhmgB1G;ewL;u z|EB$_I{Z-g#Y4F-ODZhfCsyTdzgODOe_)pW?mGM2tn1woH^1)M@_KgQni;-3#Mm~Z z$+0I-I^LKd%<;RSxkxBM(xs5g>{0Cx1-rA~HVS8LvvQDK_V3JPb1BnnTsJx<8@haw zFF76TVfUr&&wG21+&Krn{;=8S@&4Gma{0Z#3;)~e{5)^>CO+u&|8EceduspBm!Gv< zQf)7fq|)qbY8~@-`o)&JotN0OZug?}8}cWo?$vo!_pY7)Lc89MmXjNJs}D0)h}yZ> z+c2~jm{}}jk4c@mV9~})yBCOUJHQyCz#+TEX%Ex(!{SU2+Y7jg6QyL1uyj3N`GLvj zz?K(bKV%}mh+H+`QFD@B=H<PF|6}5W37bVP)^seN)bF6x)AIabZOwsyQC}o@8qJUF zcriagcGrygX>P`U)MFHW|GI3ls{dTO+br$;g=e&vY`qv0!4UrQ)C=#FPNv`$ciAcg z>Ri_L9r4@dJBxSk0ui^v5i8n%elYqo=j>Fy02RX%ZM#o=D}SK#Pp1F#=0EEXsqNDa z^Nx&NdL=Dhqb2E8B=eaT*9}tF4$kIyu}t#EoREUIik~{YOnFr1KK)=|!zZiadqBnK zaOMxD>It%G@m=%1<lXouUsH&1GP7mMKe+xu@ekuuGuoLyB;M(KZ<OMF(>$iv=}YN} z#@h)-XBw&>DrPi4SKwJc+5CRe<4V^3(_cR-E?k<ezgGJ4$z|`I+5brOUEHCXtUvAS zz6Wyqn)V;z|KxpTvdBk{m-80I@hC_izi8e1Yk$YFN>LkD`^L2!WXmSnx<81u;7dR8 zDrt|f{DP~A=5fdJXS9D!Reh89E#D`7_l@^EC;LCzx~J9t^!3lRe`+VHoO0b-;g};X zfBNs!&0fjZpRKcZQFnR0h~IU7-@CqlM!)L5ct@>ye3D83iIecpU9G>i_SpR7u9$r9 z?+5u0f;Bwq4|rT<6J*j71pAhX7HHjT<^HG{(|rDc)gRG+(~fRXnRYDehD#ZH^vQ3V z57%hOpHo(H7wOP4jJ=~N);%?daqr`$S1)N_63bj&;<!so{d9Crf_25&`nQwURmOVn zsuS<+RCD?5!tOGA(exJ`SKHmz3%*mB|7S+crp`r=(=TvVKUAoEsu5YvRL4I5faj(U z`URrF7d!Q;j18tIWi!?FhdpY~5V`)a|D)=iKEWE<`^TIsSnePF{=xZ=NPYkF58itY zSa_%BJxgW0cHr5@)GzB&vTqjW*jhUj7R``Nl;5!VjZOK7eKzyOFGn9bU12$Q{kBia zO1@td@~?MPANl*_<8;^M72bQa|2d?)v`<k=_1YP<^-IeY&ArLrEFH^E-u%S$Q}AbC z<z|_{mPa9M+Wgx6+V){}i)6Mgy|rgs@3y;Fx@CNh&of^yAJP6hL0Z1uF{X8^ME_ce zmJqRq`5j_rVK(Ql8Q2@2V^!c6-PQPK`3DjAX&SeF@PCx7;1z5;yx2nM-O=TlOTH%> zyN2tnd0t&1E}fcJGkb%C-si(x)MS<Oc@H&KNcW`vKAOL@JZ(+V%s0D#O#HDfNBnn! z?rmMCMIC<gZx?Fn{_X#$o@h{WQvBm(6YXc+X0s;pFK7_Vv4~Om(~xwcF;a)$tB}Y4 zcxR2?w<UE_sr?tVE*`lRsrlw;`i;3Z?EC%GTf8r@%3iwtVU9_pOt+uFde_iXJMWhq z6I<2(t7CPg$CvJV_r990d!+YG?0lN?hx3ajnwI`$$}SMFKFt0|X`96Q1omeEEV2oY zBPGA3%+~m(e^6Y+IsBo&fLQj=$rt^9TwCY)ru4*=v;);!7M(Qce0ymBf!|x^?eh#w zTx|ONd6L1NW8w!`<rZx|Yx-waEwBC|{S482$7(9(WERBb2`v9`<}T-r_VY_kdk>~X zO-=u#zfk9w=8nR`F9jw1X%}j4y1u?Nf64ZncR!e{70<ua^+{oEa<9nQaz`1xrIHgI z^4X96o1a<x!tt>3MX6m4&t6tV>6c%uD(ngC-K=8II6d>79sBW@RYrkz^K|wz>|gS) zw%P0kC+n7Ul?yRevU_#zDc|4A)nDAQeX2<1k_gUxkLoECH>g^*T>Hv;fq!1>+aDV% zSnpjqmA&=SL}jlwe(5Nil!A*34mCA0fBO9EIoqGVMKw1gXWrW<clGY_^7TFQUapfn zx8=%|Co1kqPBk$(J$IL#nDijUCvR$bh{x5<&bv;0>yx{C-=kVubMePzJrmXiU0V@d zT4I{AYUTE<tR<G;>oc;ZEh}>tmd)av^5uN!>OHIKR$N-`R`6?y)uZ`qzOaS<-E*?v zymDf$+9S<}9|JhIo-$n@bk%T4*vrM!&SbCU3Jt1#yU|eeUYDie-{OU~YSV5+Jo+Mc z?^)R!Lm}U`uPdakojV}rANJCA@6^z$UE41iI6jXI?cMyfbMmWITE;f>68^`?YNu7E zzj~m1U6^?pSICUBFN#{%%{aTl*RA{k=T_V8n@dZNFd92I?znmHX0P$9l6w*+w>-E4 zc2BM9|LwnfpKs99lcJ@o^QNVJxTY08IZGuvI(%i-^Ci1xFO_>N%@ZUWGA*^2Yir-4 zW#Q6sB~K?Sw*7PqU*mW7W0<7n!uKn8-Hm=X_xi8B0=ypQ!(`R;zqV9=yHa*3a#8x! zTT#)^zrI*1c`qS3b^W)HjJbQZD8~k0&Y$|_d~Uf)<h>k!k2h(L9_6P!yE9?toRxV6 zS10H15a#XPldQp0Qaa6R+Lg+c%14i-`x$OIr=@0E)#S1C%S{s=-(7o^uDp^+dm{a` zRP*%1&}e-|-re8-h;M&pQuh2rWS@7!2DgGc90rr(pMQ05`2M?hM}Ss_!pUP3({`<> ze>aI^_Oslw6)aEeW<<CjZ94qv<a4=x!&Uw+CNn%aYkw}W(q4P$Opigv&&CDkoZ6Or z-ldYeN-?r7wrFw13Gau$S5>n4U(UU0Uf0Q&?saufqLtPE#)>}G_46LBooBMwZ*3ND z>F;g3zD=8=s=rV1^|K2?6AqV7be$*lcxlIMo4w~wESNvV^i=d!5h-8eo}4SeTCXbD zxT9oFKS&D|*=C$~B}e7eqn=$Z({kGW=FAPgF-vkq-zC|F7q6L1JpTCSu94u;vfzat zUz!3>wd8k~mV3&J?J%|dGwqA+wWC{$Hif5bes$~R+O>w;Pq<x_x_Zm%)at%0-mPYC zi%zFkg|=@mRi7)M9W{Hk({*=yp}SvQ+U&AQCs-Nsw+E&eYvg}_lsx&CX-&?lFT3XQ z?FzIDixyudoZ-5{M&eEW-SsLB*S^~S*rT}d$t2yoX?d;szPF5T9N7N!GH-ZT++MNj zb7?tG%PwutOZgJ&R_5E#b>on>_WqeN)qFNv`tSTHxM@+8-}v>C^|5-cXU6^OdRO=U zzj7wZ;;o}<$-QYA_Qei%b00g_9F=ll$X+kIVYa`LZtwM$cCjqMxXTYcv=!#u5S*U# z;78vdC*i}&+-Fm+N@!bN^l4ijZLqvxr{b9t8&0V#kCKp%pAa$a*zv<gi`I8oOu4kZ zErU03iibne_BkI5Wp7-Ut!fSr-Zg8@)gLqZy1JTDtA9w`a44D7F?%Po&*EbxBBGHq z>@PUYKYwUn<dp)MmD7cEm96f?#u#<q4(9rF+NMUQ^H`8|_KV%^FAOevE?VEAvMF2V ziSSi{)(*2fCu}pPUHWmOukLWqw_|1H6*=x}7AGXlZ0=vy<sRI4F=gFHS1qGit7LP< zr0*t{i>SQsDcdBRxOUBfq_$}@&Zx_(rn0)9zI0PPB!j`4QR<@0B7uv7i-KLmJ2bdn z+;-bC(PO#PkqO&2?R#S$vaa{7`LQccOef1Hd}8*AGp*bjoo=jfQAlfZXVxv2p4>~D zr2I}U7un{1Z}EoQPiC#T6U;T%xUCC}STyIx-02Zv=TDz>eEMWT(W}&*mQ$WS`B;>p zaLetAr-<q##reE#sV+Q1FJG$}6?t`LbzBq3Rk-DxviR|h1S8##YIED(T?$l^lv&de z<eC=ix+K`8PgBWXx-!GdyECiD#%|iZqPTNy7p!O8Qwnp5vy=G7V|4fL?AK=+U!PgO z-uO4Kn$X)fGwyFba^!rKm?YC5zZnwBj~nx1F7+<VJG0r~jeJOk(?V8OF`g|64Xi)K ze(1hPckE-8<F1N$utni)QwVpEj>k5IdrcPHNxUyUluJL}-19N=*bklLnrVi1rzPg6 z_MA65mM%$9_^#Y136I4SBA@hKkeE?$pea6jLwvXDocWQD{+;o7TyA3iklDq%!^x%6 zrA|qH;_(X)mp)wnOR(onz}|OlM%MC-<-)qkQO+tqF7RD_Tz0uC#3wP@r!mTBVYE-; z?#6w$JH82glr}ony)AfewwL#czhB;_oVvbDQ+8SFj;l?XVm@0HoM$`y;Js+M=zGUI z)hLG&>x&kPxE2YzxVktCO!9xonsV~&4w>5%F6*A}D-mjyv(0$u=eH?y_sq!_*3~w5 zrZ|1wFLrKcb5+B7r#^>W6H5}BJFQG+?hvh+;ku)>K<eTC_P_c;8+k=)S@Z*11kZ3j z|DrZS_FN!mT5B<zfJs~NDIWXwTK!$8-&9!t$Z>1Ee4zg|=km6{{gZcGYtl@tXKlQ_ zYN5YH`r6$(V%3*j3$$ORHJm?EvcNm{#@}9jC4)ErR_h<ymRDZ?c75Ue&+a)p?*5%w zzw&p4U(3R2FYIQOpZGiP`GntZ=hS@HpY0LcU0QA?TeRQv)!UhAtgrt*$vstfF8<BG zh4Y&f`!{LU>Wjucy8kL~*{T&gci&z1jme+o`s9**`D?5D{wtQBaDVys9ozo<wbgMf zn-9G^d4)%_Z}F8aZ{KBQ)%cVj-u{#MombYLLmQ0W=$$sqzOsVtiqRcqo8@;8pKMdC z+<n*e-@|u}mCNtO)lc1>FC4n%u&wDmxqSIcVvg(0A~Ju^y|gVLbM~q&yg|1<P2JXT zY1-N?shYX9Q?}jnTBUpQ*#^}ck8%vnX8UgAl#UI_T{-cErtb9{zk^fT88;d1JM=`B z=gj^aXBIO$OD}$%vT5F-)sbJP6z#PLkPTck`Kw}M)?KrY)}?Pd{8@Wr_7;nUoDcbW zI(Uy@&%)q|PjuaFcS^0wJ{@aSt<w|`?H-sX5-~9`#-)rY=~tJ!@h(G&H7jnrW^WNL z2o#v(?G?N9r1IppzEyvu=LdW@|M2$lu1@|C|Cn8q4?UjBchojw;S&+BZIUO=lwZDD zYaea9)bIW!>lNY>K3mE+MAg@HSuM^}FE&gMed>4Za6`gfzl#TBLMQjuTnv=t3A-#X zyK2ksogVx~yb60+q*t`bt>82Z?$6!&<xa_W<-Ib@9_P18-dQ&9_STzMgfm`jHD4Jz z^=-*Plaf6QzRUb3i|1Xs*~vS>Giv6{Y1iCx47O}IxclOTOU!AmcJeEq{PYoh!)mu# zN&cHrXxF~bk0q;3?gV5Sgof3xezZO0$F$d4HQXy%{;{5)^J&#G&8HEz8`s@sd+KO4 zXZDK{lYSFrWxLuZ&w64%$o-c|dZ{PuJpEyWe(s;8>lzlbe15&sp+YjL_QI2WMi!QS z(>;9^jj|-(723|&=*_S%>6(E1&5w5%{Y(9Onn&>H9z`#Myjypbt~VdHmE8SdYTm@= zO_NvL-G8;!wOfo`?CzY8=3D>mWRD5;oqFy3Ro{@mwraX@TW(Z{g@#_rHw=0GPxES( z;a#U&qD#BhZJp|P>h$h;$9K-Wp0{1tER0RO)V}fPcb#QzC!%jT^!o8i$x517>1UKg zTzIi$!9_#I#k?_#??x|P8@;$Tda-ZxV%h5C$ezl1w=?EFH=FT??Uo&P;Nsv`H+QaH zvy$Gj;@&<^ski5(=IWc=x@KyXkn!(cNz=EP^8OEX{fu~bzvOgksLJ6G6OLF^&9vi1 z)wkaCLWY0Rzj+mRfX3(1_KjIWFXmHFP%t$%HwCExjkcPBMruI}&<H+s*wqZQg9`Vs zE9wjh;<}Ez3!7Y~Ryj^w_HL5%_RN=Z4GkwJNICFXK6%T&<kb?{17`p1UmyQ-Y5&)I zst@Lid}-iZ^SP~nQ#-RoQ2lx2<)%U_+f`MsBVCUf+vIp3+WFngK(n#_>9a{0&4*WW zD(^F3cp#rLVb1&qA8IAPEl=$I*k}BUrKwa_VoT+n(4*z1${)Dot0(`~%RS!nS2Hi# zB_sRpn`tEmJ6x7doHBocr=rz_Yh^rpe_qcnPulX!U2yXA;4rR<%#)WdduA!}ZlQ+o zsqp#NzIaWEy;>V$eYE5AkC;fFjR9Z(Fx9dZf~S*EgA*J?pkM<XHfwAI4^8Zo0EnGo z;OPL+W--6S+*Ad9r%<P$2xp}E5YLjtoXlk35V$&0E<rRkwN%hGHaAl+G_kN$Ff=eQ zfQ-BALritdOV3GFFaR6vSe%@iSE68PU<&4f90=m;8W|db1)LKLJW?~$GfKe5fQ5of zQgg!;EFk(p91j==<R7=poKzzP@E|_&sJ<cc2DFgMf>g)^5yU{)0kb$Z;}HlPoO2_F zhFCA?FayO6Bvn&kas-rZ2xD_2kfnsxQK|wo6@#%G5S+D<Bf|_iGGKWfG;<0G6+%-i z=H{kGD4PMFMnb1p<{S6#QRh^d%re86=j4%@6Ixmv8YaxKQDYM1c+b<CcE~zZfMuhG z=oK!hz@WEpMOQhkzvO*z+GNS2oC-&>1OvGjeTiD=6}{uSxYz0j%N?HmJ7>v!=<lt% z@BMY(=U1Ow^EbMB{nqbs)o)9`DJ!Zia*6U5(kvF=u3P*5%Vh4(BiajQ7Kg73SavRc zN5hFl0+Cx;y~XwZ{W>aKui|CZwW*goKXU7XdvjiDUp%z=Lb=|o`)2RwcBjj$dhsvJ zxuGPoByNhH!hefT&0@N7AO9{1uT=Z=d&2hnMX&FeU5W0t`L+1T(cJs-S(Q#!jW)N` zQ(xwOo*oxda;p80Wk>pi3%y$(v~D$9Rps}AJ1jb6PWarEiSZLOE~@Q6FeQ0=RGh%1 zX$22zm)|d3_^RkC%kk-<kM+X?c`J^qsyKVyefjQ7jf#&^Y|xT<-m6;mCMkViz%Ilh ztvf&RTY%Wk$}LsXV<U8noTeR}`mE@S|MpZBt4Wt98`tif$kMI9RG~cN(u*mlz6kCV z7CyeLr}WGMNgL-g9`hdV(@%8%b*$&C=4_e&^DfQ3G55;cOK&T5Uw)l(T}D0VUhyBh zzdnzi&y;^!_jbpO*C$VvO`d(?=pz2j1zI<k-pndX-!@0K_iKx>dy4zfhtGefrEYxG z*X5kmrQ(tmCABejgR-tx(<*Q8r&o^u7S-A&cRNt}&f^WT8$7pN59QaE`?llz$DAH* z4=0lqFKuh4xN5Gxb4DnfH)YGd#o6;N^XH$9EBo~+^Z2IQ`{wL@^Je<y^S@+wU0)>= zy6g2N_bDN<-_Ea#%Gdn%|G>wtwOn;iZthuA7uNmiM5wXblZH79as+;UWU1VC`|P_- zYu4<mU9)Y?n>9Y=jUf+oKUB0$pUx{CW+<{|w)_j*V^1F~d|N$z{;$s`KK)!>{k<}O zb>5fzHQ^tx>2Eu;Mt9Ht@0O?MIegi-H~x#f)!Uo*npfZac4ERmb@z378G0p?J{l-F z@%N=nI?D2Zp=g21)N27f%L}CI=f8jEe$=rrNHf4|>cmr<-!*QWA(y;ms(LZUC;1~! zXHMwfq4oba|Kk41duGmmu>3<_?|$}=a*v$<Z+K?^{^9?{b^qk;BbYz&{IYy{l68u^ zh;?ymRes;xi>Z6JA34|Y|4_*nW6gheJohK-TfekPzo7Tdzx}0U)%4mev+g~qjELOy za*~7#SM&)lzgb?^FAQ#Lcuc(EzGZIOh2=(<`(KENUo5F=4i-Fr`Gx1K1GUN4FNMW6 z24^Iym<FqV-?(PWp3~nawW=1@uW1Pi_-yye`RW&zy=PYo&+C_6{_xA9n&3D3Uo5O! z`QwiT{qnbB|IOCzWoW%^#;p%)_Z$gZdGAxinvQ7~R5N4WWJV+{)_k#j>bqt2uIsPf zQ7(&o7HGd}p`l4%+U2BQmVbkEHq3E0;nG?Vo$!107sdaR{5|Bo;!l_T-2I8oyDp#i zmyE~Lkj{x)FUdstNxvw(b^eH6P2+5x)amaV{YADIuvlfkjH{ZUG+|kh)%T|_|18-N zEh9Mp<o*qNq^+6OF5DtycGq41V*U%^U)s?-XL$dNd-rTROLyoaY0u8U9C^`8y(Tl$ zF3OhhmtIoix@=eRS=BIZ)%150OnwUgOnR>!VV-tq*=`M|^%o1zM6-PtW_=WVQunUD zt?pjMxyL<>p8j4?&9zvgwb%UN+@_EE$8FXxcYl$-WpdeNxf{h(?ky57VG9fYbas!_ z>cesS4&3M1E}^mN$l6EoEo$F7>^&ndsbsF&;`6I>OQe;?Uft!VON%D|S+Xa(?!48F zUklf+EsuUbKUp|QcVl%@|FLh!>SU{}ze%bFaOr#q5ZrqB`e}o8rXQZH&#=Ge{6+pt zbydILB}o_ALZjz}to?_%EPC@F-u@wY?}Yuc<3G*+L{HSX<Qi`nXwu!9G}l6<&qH}h zU{HwOl+#ZdY=ZYi#wo7fJmsNm{>_A&c{dYpW?H82OgX#Z-G<43dr$8>{r<b&tJs^r z+ar>6OwAO+q_X?x9=~S8u=%<h_ruBa52>G5u$s42uB!E3L-@VMQuUYoU+iibxc4vc zzSF+>MyGjyw?MS;kLrld_Xl<C&e=a*UTN-LDZl?re$xJ`?*5Ov|G57Xu0J#Xqorb} z%tIl$hvI9KCPp-u&#myu5t@B8@yJQR!jM0HH5%u<_%auSD1|;+J1J|a)k^1EnzB=W zpSt<so6FC#pMDj8o)`81ne=DcpY%DpGShrcD|k;_dh*kRrN=+5GJF=Y`f^l4Y|`HI zznov2WnWRdy(#B#&i7k#TmD}8W_;WFn_XFd?dn>6x4;vYbE@C|I;dMSq0G~~aKiP^ zA$||}_=4mgE}wt$^bw1noErmw9Px|2Y~^&VWJ;Z5zlYAHCw?#8|0Gw<o9T9uf9I@s z58MqevsY>^THRsh&Aue=Vn$BQ`2yA034IB^R($!qPZevFdxhJd+>eTzyETqS=>F6D zr|)l7JHh_aaAP>%Nl~N2+gER>wNbG3IsC#nb7zTE{L!SH!tqbCre$uCaE)iGZ<i=4 z*r%~fN>2M}!R9Ru#fE-+-xaPAdb`N`$_4E|$%UIkPLvl)&RrhY6%n`0ciPEMA8)Yy z{5hj(k~MGo8wYC%<@^awpLjP)?v4Lgby72K64#N8f2;4P-KwrXDqOk3LYepB(<IjT zCmiBRO?=%S7fmZZYTWVn^B2ve7eaqq4}D6$ba><UrE~XAK4K@8GSl_=hDDK?lWrW2 zzi>Ok|GTo*n~36iP5#Btm#UWdadocPaVEZV{R_=sqG1nX51m$T@k(F2_LHVvakdu! z1hE8P;VrzYKgql_Ue)_oaQP<DjmjID=d{01<-fLce?*+v_DhQ+^uHy$?v#EVA-(9Q znAfw=A51|X-2{HuAN@6<_vOX}-q@!1CC1lI+eYa3C13p^@M&@h<NbGPR*lKIo4;~K z)b-W%eylxQ_G+2Y8_AVFruiM$J8}HM?&mKYJ71<oFWVXw=dK^ccVktidyd7muc{@? ze_P5vSAQzIwf>rKX!a`i@Lnm)MMV~T5l>T{y}Y~F#edeCi&SxcVy|S|C3?N#-``I~ z#dB_2OifK&Vtpwnc+zAc;WuV7MXD0PA|FiJMAj-SImtTDFq!RjrN1=St#z6lnOt2` z>#tv&GGXDenDr~2iVyz35aR3mb(Na+6s=WKF-ur%y1u0~yLWy%<Ei^VKJNpI=-V|1 z`^_tM9yqZ?;c?mGHlYH&tN;@}O~$o_PZ#w$tYCaws;YXe`qguFKD|Zjj;L(#e6S_w z{3X3}>(ZJ9Z#GVhZF-}*!Rz!_6P7J9{>^z!YERj3J<B{hIf{w5GOxU#VB)c_#kR#J zpRQzP);YJn>diCB-kWB;EAZCWhZmf^!UO$}x2<S?*7E1%XPeKr(za#<MF+fBzT00X zz2%LyzxDpJi$3=Jn)da&*XJdD4Vz;xZkCmOExI;6==9d0?eo~0Gnh+V>ylS27L3im zu=j;dqvEcgzXHxUp8d}9WzvQ3BDx2IpGRK#xK}_;WxMm@ldJDMyc4rkI=%Bw!zIJ5 zM;~9y`ebu(TU%Xh?TX}2t33KvJ&DnmjJfjE!+h_}sk6k=Ck3xdeHK4ea?Zka#lDl* z@0wiNZIdj>Hp?iyQB_xtXGxI%v+$tfcf3|S<TT34{A|GcHp;1X#bLuB{p+u@r`5E( zzqIh5QFi{O|9bt*?&%SqWuJSde|@k+Dq%wWL(~27pMQSYvEgd6QeyJfiR&d|wiszG ztDa^h!f?m^tnLainMkJjyYK#5V<!@t$!B!ymZxr7+(OIB#31iKj=n7=p65k9?`Q5x zc`JJI>MKS5L*FeQ%iIs&EFSZBspTdk=5DvFIbZpYeD<xpEaHE8$xL0Z1<E4db1z?c zU9@b^r&T)VHflB;Hno(WC-vI#i0{0ci^LzKpUnTla?3gSL+e2|-Oc-4PYF9t7OtFh zQRGnBwX4&<`gm`;H*HS7>7lxLYKl3%Okq-{?ioEZ*@W-D+aIl-wK+amQ_6bzb)yHj zvpy<jD*wIy+&y;s{&TyY@Ns@S#kwf-)tSD&Bd=3>BNkg(N!fZOyRTTRD-~^he6fX% z>|G1RYvnq;E$hzInQVK$&}MC+vp{pi5oN)fO|N#@{5h~hZ>szZqs>ciH%dQc4vs!# z(Ri)>Rnx(P&t%U!UD;Oo|L3(Wt3H2|*}YNJ&i3U21KId(^YZrYcz5aPlK!{9!sap5 zehzED5_Z?R@zvy0`s;qD6<s?1<d|L2TjezYoA#{wzxGgt*vtB6!z}JMwxJg3(FZJ7 zuskoHWG}u}W%7$zQM<xtvFL`*l8_5r=eD#{(EYwqLa~aa^YM=pClxUtzWUV7%;4G? zGwGWje1xA(Uw^f=vNCOMkDZ#@(kV-?ew%vivebp=3Y}RK{8(~Xjyf1EJ^IvXm*yen z*oERt)t<~wSgY0Bd*%A{wU!FKOLZ6UJ4_0U%91cO3kpn3Iw>H$H%^%S+2Y43E3P+O zYv?<&I=bf-=gd^qt$CR;E{`vqcU!{l;O-#bV8<SraNR<S(U+ywA$r}kx`Zo1OA9AT zyS@6`+s$7QqjECvTFmPS#}+&^Tw%cW?3L!?QxYcD$5xoBO?sel`bFQ@j>(Bzx1C9G z3z0nYd*Z5Fo656_kNjQ{qUAS<D~qkw!QFAW!*hojwM*tMSgXLRd*ZNlHhb6g!1cj0 zm!4mF5ZbJ7`Xi`0oF}gHb&fLIT9>)$7cLpA95K$Sd#(9ebGAi-ZG!ObHM?_?x=Xu# zeYW^*=`_iX+M~0!Y+DFB`_+Svr4p%g4X2iVsF2;-RMuGKU^ro_*Aas#W}zu<S6DB3 zXE_KvN;^h7usf8=9Bw<fWlMHR)Z?wm3fh(~tVN=3(V`btHY963$lTk*o5`E8C{C^S zaJ2f>&W9E457!Eae)uGv_&wn8-SzQ_eDR5KyAR1+nwhaieUruZQwREsv`ZN4)p^|X zBV><HE#x`6@y3x2`58MIpQ=rnX>g<^NZ8Bg!_0za&Q`S@z9-BSPq*w-`(mhgxrIkK z$j8G>(X+inKd<My$+2vy$ELj>XC15XP2RK2Fz&L%`b>ht$84Wm6WnaD;*jW38Hs`$ zE!TZ4mZ&j`^RFtZUGn^=^(yWiQd@*Xm_(av6!cH5eeGfT&^?bK#9gF+^;R=SDc|i) z*BZ>4QZij!3U|ju^lJ%jo62#;t0hnMP#O27*agfAFIV|^i0;1l?$|7?FY`A`FRMwN zA!MlYWUiWzdEzY2%2zB8%op@K9(O2jnAVWikjHej*{xa2;qXi&zmJw;lHQfN<(pb= z$1*);@w$04Vu$gix3A(Rvg$e7NaUS&`F*~fTRe&7kBsQ4p4lEP(Y#ky+&wV&$<vw# zd=E+<>~F30UwBK*MgD=Oi$p@*jt%w+aXSJS&+v**W4d*yb?dJAhwm+q*~)3tyr*pM z!Iw`SpFNP7c)wY|-!#$dMmT@LOkExhal2=$d>{SW!SJpnPp*>pjABgM;dS|Y0%smx zw|;Nn#^UX-weP!JKfZ6p-16OapVk)1>i2MkU5<G#vj3&kv%1S)ixN9uUw?ZcWO9t{ z+x%VMocCr=xOgB<eoyZs-+f-!`)fGbl0=m2*;lRm^0q|RHTcE5u;~l;9+7=|c7onF zyJxfB?>;X2NooJ>tFJ!qOcQapw0|?JCvQQ8aM9)R-Lo$Iyisx7{MVm#Y$b8)Z%dY4 z6_e6kmC<<B=6c5W%<CFA4E9v4Uwz2@l<ATmTTVab-odtQ@j~&K%RxdxLT%-4Hy875 zF8z1#TIKAu#k1BHuUNbJ$hDW-OT}(jea@ZBoHO@tZtWY%vUc06^K$&R+<qIjJLfp- z)qCnv)=R}+R@cd|c4l9_X8ERr)-00sQO12NO>dd5pWx9A&JywseznD`KKP2*>@~dK z%`?9}d%vZ`&|c_@_ttqkub8-B)bsi1Vkx*>v3q&n)*iL2Sy9ig9AOSzwo<pFXz!uF zmA_b*%$`yFuHHhw?_fghX}L8QBafVJp0ah*vB=4RbL|#we3-AYu;SJKZ-sG(f6ty3 zUaD-f%{^ybqFKsvh1)CBt-r3>y#L$eWtzIT`u;ht^+`|q+w6O*Ie1E>?%hM0o0xd- zDn+*^cyE^xJa-^vZ%m&FOSA8cBxnBJvxTcnJlJ0>z2$lFtB2=S>8hmVE1w^l%U{)M z<#2vyZ%o^~(>u>zm>hZibyheNZ|shUS5|V1%AA+qb-w<hq*$A`>DmIvW!J*;u5R6N zb#v(TOMl#)<Mczi_O@|-S6+W{!t~#gTB7$??Rc!UHas+ncPj7wRX==0GmndkX0nI; z`QMUW7rUU=OV-?Ud&$j}dL7O?8zcLcUUf@Z@+2hx^lj(kOZ+uB%V)U6G)=a-@gsXq zoxAAtGj6RPq@LY$Z2lede9g&OqFH7W?j6$D{`uV=TceL<i(6AfmLG9#&St;<O6kZR zJ+G_zHwq_yei!&|kL?~?y`lvcvVZ@rRn&>!cWD2gTTS~{e%)VvLNX)Yp#Gf2!k@Q! zqc+yG{?p+%d9b}{mdX7oYHNkI_v_8pZFrsIERcFM{FKT`jn`ft4BJdurXQF8-*r2D zf%0Gbbmx#cQXw*uA#=n-WW++|h=j-phvYoaD$5s*-riLkeRSE{q~rIZW@pTKzD?@+ zPF=SBthduGS6hUxun1al<3i}0XIg!nT4m{?&$&f!@9JW1d-b|sc*}K<J5R4$o-}wf zOWmWcCqjG;!;D3@|L*zY_3>(Y>->MxS6X&|28}bL4Mc;+@A8wfKqIOqmKN}p`DUij z@qXlSeb6F)++%&H<NCIFM-&8FtNje0E{ixA<<+j^I{TPworpU70Rsz<j}6Cme0a;e zX6wWthFO*Gn~$G({lO;Sgu;ExTY|<v9Qq1-rK4LopF2Fd)W~fnAA0+3(xeHja^FoK z8%^kU%AO$a8e{yvpsJ|w5IZBor(W5j1(JU8*FRp9+CHVO!12@qm;24m@$0G$UtZPW z*mUsuK~dW$e`7Y-AAdeiU{_dt-o%`e9csxFdCzKW39`+2U)}iRUnaX@<?q~x7suCG zOx1G#DtFiG>ifHoZ}jd|$u!OoeD%2TgWWQb;H9^Iv7XqH_W(;Uf`SGbj7CQAEBMSn zE8s!Gpio2%UxS9ri!uvJ@{2&ht`8djhK%QjM|g)sMGT+ueDH`d@({8ia<W1M2sjuB z?Q$RxI5@}iEwCQ32aXy@Vy4@0KH*_{(11VYKs+eWP(l$YZ$bhwATd3)7#xb;nJJ+2 z073HxLD1<N=ls&V5(Puh*gNzTNHYs06Z}eZixr}|6cl2SRahda2q?-=DNRl-QqV|F z%q+@RFw`?N)iY7h$S5f(u+rBD3#Jz(7Gz{57whF0rE6+}o#I@Snpl!wq+sLb>gHx( zU}|n)VCH6EVCHOKU}k1uU~Xh!U}k7wVCG_AU}RumVB!Mdo0}LIm{}MYn3+Q4Kx)8Z zmIel9#t=0i^~Qz<2F6AP21c$12F3<hXak5nAUi>Jf%L%a0GR{kgWP2dvES4JLYrF{ z7#M@F8H8^HWgD9q7#M-v2y(ZjfdR-(MwSRQCWZzE<_1uIf!yj0kpr1!1Y;XP+zNI( zNUx<GBB(O+^IQ^3QWZ3eK;dC#U}$JyWMFC;1qn^x{1hCrc6Oiw2~^COgHjlXfhcdB z6H5|v^3%b#fK!PAVs;k9_eo4j%_&v@rwHUUR#B9i#$}*jZpdW-2MT7UrpBfUX$lZA zGjmI00|l_GLLOAiz{K3Z6hq7yv|R_J5TVY%08|#BikTQ28=>hnGzM=YLQ!XEZeU`F zrq0OJ7&KRiqR!aJ)EwO{#+GI#=x#PKH?lBCGtbo2z`_ho%*@c#zyeLo*v!BH-7RM3 zW(Fo`>I_UQ4K2~c42{f;(CsiZG6S8$iQ*4KBTEeT85$cHqWi<p*v#A*-42kWF~!W$ z-DhZKVu2}UYJeUthGyoL7;$87WQZOHMkbhUF)}f;L^sdK)W8Vc%|@mMCg|Z}WNMCK zhq0k0hB{+IOHd|22|r^aBMXdlU}TILmqwPL3JX=QsWE6$8ePl+Jq(OZ%`n2n*wh>& zjT@Vp7@^0Tv4uHkt`*e|3v-P4Ft#+nNC(E2h8XF<*wWY%!@rgm7~yAPW(GPu8O2@` zGc$}lV`65B5pO2u1{nS@F*n7?=cXnmCg|~NYGMMaeNpT+H8HnDk8@KK3yeHtYHDJD zuFlNB0<_f-#XK_uOU!&}Xaw42iK@=f$QV7W%nU6t$}lrCOAGWgZf0(Psm>fTU7491 z8)NFV#E2s^3j-tcGQ!LPC9Fz{5;JpBi?~4LdvIn|DyV!`P*Bhh%Fi!R0400{NR!4h iFD+le3{;1M%k<)s#G(>#iEd_LYGTBts_N?R#svW2vRn}W literal 0 HcmV?d00001 -- GitLab