(* Content-type: application/vnd.wolfram.mathematica *) (*** Wolfram Notebook File ***) (* http://www.wolfram.com/nb *) (* CreatedBy='Mathematica 9.0' *) (*CacheID: 234*) (* Internal cache information: NotebookFileLineBreakTest NotebookFileLineBreakTest NotebookDataPosition[ 157, 7] NotebookDataLength[ 527965, 11717] NotebookOptionsPosition[ 518436, 11398] NotebookOutlinePosition[ 518815, 11414] CellTagsIndexPosition[ 518772, 11411] WindowFrame->Normal*) (* Beginning of Notebook Content *) Notebook[{ Cell[CellGroupData[{ Cell["\<\ M\[EAcute]todo da m\[AAcute]xima verossimilhan\[CCedilla]a - 12/11/2013, Vito \ R. Vanin - Instituto de F\[IAcute]sica, USP\ \>", "Subtitle", CellChangeTimes->{{3.5931567226747637`*^9, 3.5931567678177023`*^9}}], Cell[CellGroupData[{ Cell["\<\ Exemplo: espectro de energia em que o n\[UAcute]mero de contagens y(x) = a + \ b x, onde x \[EAcute] um n\[UAcute]mero inteiro, a ~1 e b~0\ \>", "Section", CellChangeTimes->{{3.593156781208995*^9, 3.593156864182005*^9}}], Cell[CellGroupData[{ Cell["\<\ Este \[EAcute] o conjunto de dados, tirado de um experimento e relocado por \ quest\[OTilde]es did\[AAcute]ticas\ \>", "Subsubsection", CellChangeTimes->{{3.5931568884645405`*^9, 3.593156925341392*^9}}], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"dados", "=", RowBox[{"{", RowBox[{ RowBox[{"{", RowBox[{"11", ",", "0"}], "}"}], ",", RowBox[{"{", RowBox[{"12", ",", "3"}], "}"}], ",", RowBox[{"{", RowBox[{"13", ",", "4"}], "}"}], ",", RowBox[{"{", RowBox[{"14", ",", "5"}], "}"}], ",", RowBox[{"{", RowBox[{"15", ",", "6"}], "}"}], ",", RowBox[{"{", RowBox[{"16", ",", "5"}], "}"}], ",", RowBox[{"{", RowBox[{"17", ",", "0"}], "}"}], ",", RowBox[{"{", RowBox[{"18", ",", "3"}], "}"}], ",", RowBox[{"{", RowBox[{"19", ",", "2"}], "}"}], ",", RowBox[{"{", RowBox[{"20", ",", "0"}], "}"}], ",", RowBox[{"{", RowBox[{"21", ",", "1"}], "}"}], ",", RowBox[{"{", RowBox[{"22", ",", "1"}], "}"}], ",", RowBox[{"{", RowBox[{"23", ",", "2"}], "}"}], ",", RowBox[{"{", RowBox[{"24", ",", "2"}], "}"}], ",", RowBox[{"{", RowBox[{"25", ",", "1"}], "}"}], ",", RowBox[{"{", RowBox[{"26", ",", "3"}], "}"}]}], "}"}]}]], "Input"], Cell[BoxData[ RowBox[{"{", RowBox[{ RowBox[{"{", RowBox[{"11", ",", "0"}], "}"}], ",", RowBox[{"{", RowBox[{"12", ",", "3"}], "}"}], ",", RowBox[{"{", RowBox[{"13", ",", "4"}], "}"}], ",", RowBox[{"{", RowBox[{"14", ",", "5"}], "}"}], ",", RowBox[{"{", RowBox[{"15", ",", "6"}], "}"}], ",", RowBox[{"{", RowBox[{"16", ",", "5"}], "}"}], ",", RowBox[{"{", RowBox[{"17", ",", "0"}], "}"}], ",", RowBox[{"{", RowBox[{"18", ",", "3"}], "}"}], ",", RowBox[{"{", RowBox[{"19", ",", "2"}], "}"}], ",", RowBox[{"{", RowBox[{"20", ",", "0"}], "}"}], ",", RowBox[{"{", RowBox[{"21", ",", "1"}], "}"}], ",", RowBox[{"{", RowBox[{"22", ",", "1"}], "}"}], ",", RowBox[{"{", RowBox[{"23", ",", "2"}], "}"}], ",", RowBox[{"{", RowBox[{"24", ",", "2"}], "}"}], ",", RowBox[{"{", RowBox[{"25", ",", "1"}], "}"}], ",", RowBox[{"{", RowBox[{"26", ",", "3"}], "}"}]}], "}"}]], "Output", CellChangeTimes->{3.5931572171688576`*^9, 3.5931587581229277`*^9, 3.5931663403416796`*^9}] }, Open ]], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"ListPlot", "[", "dados", "]"}]], "Input", CellChangeTimes->{{3.5931572627493205`*^9, 3.5931572672183*^9}}], Cell[BoxData[ GraphicsBox[{{}, {RGBColor[0.24720000000000014`, 0.24, 0.6], PointBox[{{11., 0.}, {12., 3.}, {13., 4.}, {14., 5.}, {15., 6.}, {16., 5.}, {17., 0.}, {18., 3.}, {19., 2.}, {20., 0.}, {21., 1.}, {22., 1.}, { 23., 2.}, {24., 2.}, {25., 1.}, {26., 3.}}]}, {}}, AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], Axes->True, AxesLabel->{None, None}, AxesOrigin->{11., 0}, Method->{}, PlotRange->{{11., 26.}, {0, 6.}}, PlotRangeClipping->True, PlotRangePadding->{{0.3, 0.3}, {0.12, 0.12}}]], "Output", CellChangeTimes->{3.5931572682652593`*^9, 3.5931587582479353`*^9, 3.5931663435137253`*^9}] }, Open ]], Cell[BoxData[ RowBox[{"Needs", "[", "\"\\"", "]"}]], "Input", CellChangeTimes->{{3.5931572981730433`*^9, 3.5931573092517357`*^9}}], Cell[BoxData[ RowBox[{ RowBox[{"ErrorListPlotPoisson", "[", "data_", "]"}], ":=", RowBox[{"Module", "[", RowBox[{ RowBox[{"{", RowBox[{"u", ",", "t"}], "}"}], ",", RowBox[{ RowBox[{"u", "=", RowBox[{"N", "[", RowBox[{"Sqrt", "[", RowBox[{"data", "[", RowBox[{"[", RowBox[{"All", ",", "2"}], "]"}], "]"}], " ", "]"}], " ", "]"}]}], ";", "\[IndentingNewLine]", RowBox[{"t", "=", RowBox[{"Partition", "[", " ", RowBox[{ RowBox[{"Flatten", "[", RowBox[{"Transpose", "[", RowBox[{"{", RowBox[{"dados", ",", RowBox[{"u", "/.", RowBox[{ RowBox[{"x_", "/;", RowBox[{"x", "<", "1"}]}], "\[Rule]", "1"}]}]}], "}"}], "]"}], " ", "]"}], ",", "3"}], "]"}]}], ";", "\[IndentingNewLine]", RowBox[{"ErrorListPlot", "[", RowBox[{"t", " ", ",", RowBox[{"PlotRange", "\[Rule]", "All"}]}], "]"}]}]}], "]"}]}]], "Input", CellChangeTimes->{{3.593157380380357*^9, 3.5931574241638536`*^9}, 3.5931575670618114`*^9, {3.5931576374873*^9, 3.5931576424094377`*^9}, { 3.593158391244727*^9, 3.593158434528227*^9}, {3.5931586196315002`*^9, 3.593158648507949*^9}}], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"ErrorListPlotPoisson", "[", "dados", "]"}]], "Input", CellChangeTimes->{{3.5931584387002864`*^9, 3.5931584439662075`*^9}}], Cell[BoxData[ GraphicsBox[{{}, {RGBColor[0.24720000000000014`, 0.24, 0.6], PointBox[{{11., 0.}, {12., 3.}, {13., 4.}, {14., 5.}, {15., 6.}, {16., 5.}, {17., 0.}, {18., 3.}, {19., 2.}, {20., 0.}, {21., 1.}, {22., 1.}, { 23., 2.}, {24., 2.}, {25., 1.}, {26., 3.}}], {{LineBox[{{11., 1.}, {11., -1.}}], LineBox[{Offset[{1.5, 0}, {11., 1.}], Offset[{-1.5, 0}, {11., 1.}]}], LineBox[{Offset[{1.5, 0}, {11., -1.}], Offset[{-1.5, 0}, {11., -1.}]}]}, { LineBox[{{12., 4.732050807568877}, {12., 1.2679491924311228`}}], LineBox[{Offset[{1.5, 0}, {12., 4.732050807568877}], Offset[{-1.5, 0}, {12., 4.732050807568877}]}], LineBox[{Offset[{1.5, 0}, {12., 1.2679491924311228`}], Offset[{-1.5, 0}, {12., 1.2679491924311228`}]}]}, { LineBox[{{13., 6.}, {13., 2.}}], LineBox[{Offset[{1.5, 0}, {13., 6.}], Offset[{-1.5, 0}, {13., 6.}]}], LineBox[{Offset[{1.5, 0}, {13., 2.}], Offset[{-1.5, 0}, {13., 2.}]}]}, { LineBox[{{14., 7.23606797749979}, {14., 2.76393202250021}}], LineBox[{Offset[{1.5, 0}, {14., 7.23606797749979}], Offset[{-1.5, 0}, {14., 7.23606797749979}]}], LineBox[{Offset[{1.5, 0}, {14., 2.76393202250021}], Offset[{-1.5, 0}, {14., 2.76393202250021}]}]}, { LineBox[{{15., 8.449489742783179}, {15., 3.550510257216822}}], LineBox[{Offset[{1.5, 0}, {15., 8.449489742783179}], Offset[{-1.5, 0}, {15., 8.449489742783179}]}], LineBox[{Offset[{1.5, 0}, {15., 3.550510257216822}], Offset[{-1.5, 0}, {15., 3.550510257216822}]}]}, { LineBox[{{16., 7.23606797749979}, {16., 2.76393202250021}}], LineBox[{Offset[{1.5, 0}, {16., 7.23606797749979}], Offset[{-1.5, 0}, {16., 7.23606797749979}]}], LineBox[{Offset[{1.5, 0}, {16., 2.76393202250021}], Offset[{-1.5, 0}, {16., 2.76393202250021}]}]}, { LineBox[{{17., 1.}, {17., -1.}}], LineBox[{Offset[{1.5, 0}, {17., 1.}], Offset[{-1.5, 0}, {17., 1.}]}], LineBox[{Offset[{1.5, 0}, {17., -1.}], Offset[{-1.5, 0}, {17., -1.}]}]}, { LineBox[{{18., 4.732050807568877}, {18., 1.2679491924311228`}}], LineBox[{Offset[{1.5, 0}, {18., 4.732050807568877}], Offset[{-1.5, 0}, {18., 4.732050807568877}]}], LineBox[{Offset[{1.5, 0}, {18., 1.2679491924311228`}], Offset[{-1.5, 0}, {18., 1.2679491924311228`}]}]}, { LineBox[{{19., 3.414213562373095}, {19., 0.5857864376269049}}], LineBox[{Offset[{1.5, 0}, {19., 3.414213562373095}], Offset[{-1.5, 0}, {19., 3.414213562373095}]}], LineBox[{Offset[{1.5, 0}, {19., 0.5857864376269049}], Offset[{-1.5, 0}, {19., 0.5857864376269049}]}]}, { LineBox[{{20., 1.}, {20., -1.}}], LineBox[{Offset[{1.5, 0}, {20., 1.}], Offset[{-1.5, 0}, {20., 1.}]}], LineBox[{Offset[{1.5, 0}, {20., -1.}], Offset[{-1.5, 0}, {20., -1.}]}]}, {LineBox[{{21., 2.}, {21., 0.}}], LineBox[{Offset[{1.5, 0}, {21., 2.}], Offset[{-1.5, 0}, {21., 2.}]}], LineBox[{Offset[{1.5, 0}, {21., 0.}], Offset[{-1.5, 0}, {21., 0.}]}]}, { LineBox[{{22., 2.}, {22., 0.}}], LineBox[{Offset[{1.5, 0}, {22., 2.}], Offset[{-1.5, 0}, {22., 2.}]}], LineBox[{Offset[{1.5, 0}, {22., 0.}], Offset[{-1.5, 0}, {22., 0.}]}]}, { LineBox[{{23., 3.414213562373095}, {23., 0.5857864376269049}}], LineBox[{Offset[{1.5, 0}, {23., 3.414213562373095}], Offset[{-1.5, 0}, {23., 3.414213562373095}]}], LineBox[{Offset[{1.5, 0}, {23., 0.5857864376269049}], Offset[{-1.5, 0}, {23., 0.5857864376269049}]}]}, { LineBox[{{24., 3.414213562373095}, {24., 0.5857864376269049}}], LineBox[{Offset[{1.5, 0}, {24., 3.414213562373095}], Offset[{-1.5, 0}, {24., 3.414213562373095}]}], LineBox[{Offset[{1.5, 0}, {24., 0.5857864376269049}], Offset[{-1.5, 0}, {24., 0.5857864376269049}]}]}, { LineBox[{{25., 2.}, {25., 0.}}], LineBox[{Offset[{1.5, 0}, {25., 2.}], Offset[{-1.5, 0}, {25., 2.}]}], LineBox[{Offset[{1.5, 0}, {25., 0.}], Offset[{-1.5, 0}, {25., 0.}]}]}, { LineBox[{{26., 4.732050807568877}, {26., 1.2679491924311228`}}], LineBox[{Offset[{1.5, 0}, {26., 4.732050807568877}], Offset[{-1.5, 0}, {26., 4.732050807568877}]}], LineBox[{Offset[{1.5, 0}, {26., 1.2679491924311228`}], Offset[{-1.5, 0}, {26., 1.2679491924311228`}]}]}}}, {}}, AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], Axes->True, AxesLabel->{None, None}, AxesOrigin->{11., 0.}, Method->{}, PlotRangeClipping->True]], "Output", CellChangeTimes->{ 3.5931584443724546`*^9, {3.5931586288975487`*^9, 3.593158651554959*^9}, 3.5931587583416905`*^9, 3.5931663560143585`*^9}] }, Open ]] }, Open ]] }, Open ]], Cell[CellGroupData[{ Cell["solu\[CCedilla]\[ATilde]o gr\[AAcute]fica", "Section", CellChangeTimes->{{3.59315696067132*^9, 3.593157079771192*^9}, 3.5931635883835726`*^9, {3.5931649897366996`*^9, 3.5931650054250293`*^9}}], Cell[BoxData[ RowBox[{ RowBox[{"logL", "[", RowBox[{"data_", ",", "a_", ",", "b_"}], "]"}], ":=", RowBox[{ RowBox[{ RowBox[{"-", RowBox[{"Length", "[", "data", "]"}]}], "a"}], "-", RowBox[{ RowBox[{"Total", "[", RowBox[{"data", "[", RowBox[{"[", RowBox[{"All", ",", "1"}], "]"}], "]"}], " ", "]"}], "b"}], "+", RowBox[{ RowBox[{"data", "[", RowBox[{"[", RowBox[{"All", ",", "2"}], "]"}], "]"}], ".", RowBox[{"Log", "[", RowBox[{"a", "+", RowBox[{"b", "\[Times]", RowBox[{"data", "[", RowBox[{"[", RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}], " ", "]"}]}]}]}]], "Input", CellChangeTimes->{{3.593158794546671*^9, 3.593158938225933*^9}}], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"ContourPlot", "[", RowBox[{ RowBox[{"Evaluate", "[", RowBox[{"logL", "[", RowBox[{"dados", ",", "a", ",", "b"}], "]"}], " ", "]"}], ",", RowBox[{"{", RowBox[{"a", ",", "2", ",", "8"}], "}"}], ",", RowBox[{"{", RowBox[{"b", ",", RowBox[{"-", "0.2"}], ",", "0"}], "}"}]}], "]"}]], "Input", CellChangeTimes->{{3.593158952695423*^9, 3.5931590649043255`*^9}, { 3.5931591141411953`*^9, 3.5931591205946827`*^9}}], Cell[BoxData[ GraphicsBox[GraphicsComplexBox[CompressedData[" 1:eJx0XQV4VDnXrrtMZ+oOdGFxLw7BKe5WfHEo7lBafHF3h0JxKC0t1dQFWNzd F3fXf3rvvMkm8/08+3x8L7lz70lyciwnJ0X6jWw/wMzExKSYp4lJ4d8jbsSH 3Yh3IxvWF/4poDcLYZgHw81XBIWsCPJi+Hhh8w1vhouHFD7gy/CqwsdD/Bk2 Uf4EStiVdJ2W02VaTh7F94HxfWB8HxjfB8b3gfF9YHwfWHldiJa4937r1vtt DqMHGPQAgx5g0AMMeoBBDzDoEb8XyLDSvEJDLtb30/+XzegDBn3AoA8Y9AGD PmDQBwz6gEGf+L1AhpvpW+/HO5Kae2bV/DMkk9Gr0pnJ6AUGvcCgFxj0AoNe YNALDHqBQa/4vUCGhyvfcyRtrcfr/0tn9AKDXmDQCwx6gUEvMOgFBr3AoBcY 9IrfC2R4udJuR3yVAU9l9AODfmDQDwz6gUE/MOgHBv3AoB8Y9AODfvF7gQwr r79hRdYp6zuR9QcY/QFGf4DRH2D0Bxj9AUZ/gNEfYPQHGP0BRn/E7wUyrHwu zJy4KuvzGOsfMPoHjP4Bo3/A6B8w+geM/gGjf8DoHzD6B4z+AaN/4vcCJWxC linPHWX9BUZ/gdFfYPQXGP0FRn+B0V9g9BcY/QVGf4HRX2D0Fxj9Fb8XKGET 4qnw60HWX2D0Fxj9BUZ/gdFfYPQXGP0FRn+B0V9g9BcY/QVGf4HRX/F7gRI2 IRplvnex/gKjv8DoLzD6C4z+AqO/wOgvMPoLjP4Co7/A6C8w+guM/orfC5Sw CXFR+r+Z9RcY/QVGf4HRX2D0Fxj9BUZ/gdFfYPQXGP0FRn+B0V9g9Ff8XqCE TYiFghez/gKjv8DoLzD6C4z+AqO/wOgvMPoLjP4Co7/A6C8w+guM/orfC5Sw CTH8bYL+AqO/wOgvMPoLjP4Co78mwh9XhtFfYPQXGP0FRn+B0V9g9Ff8XiDD CcrvXcnXBYe/LDicT1cqz3syrLwuSEfU53LpH8o/uDOM54HV8XIh4xWDI4c9 D3xdaXcmlwqHu0sWxfcrK3+yWHvhanPrncG+D4zngX/9LvxjT3op/0DZ94Hx e2B1PmyI+p1k9jxwM+V5S9JZsd8TGD3A6vyYkvOKvRrHvg+M5+X21or9dYR9 f5Wi//ey7y1SGnawdmC02ynyZzX7vsqv4cp6yD3lyvwdjI88X5hPYPgnmD/8 3lThCm8jfsDzaJf9N/l78Dfwe8w/6AMGv8vt8AfwPpk/YH9jftEOjHa8T7bX Zf6BfQx+QDuwbL/L/Cnb1zK/yfa0zK9ox/vAj5A3Mn/W0PtHeyyT2PtlfsXz wKK96cKeL6b//ZC25gwXjnfJi6bMfsP4oB1Ytj/l78v2qrweYC/heXl9yBj2 Bn4vrx8Zy/YG2vE+2T6R15uon22M1t//Xo+L2e+xPkV9Gc6eF+WxCWvH70V5 H8DagWX5jfWJ9SLHU+T1jPWJ57HeMJ8yf4v+oY0RPwFjPjG/mC/RnrVh4yuO l6yPMV6epJDdZ9XMN7R7kIHKn1zDenIj6nuz6TFlPBzINqdn+v/gj+sYVumz Jan3S6fp/zPMvwvDCrm/DetrVpJCX4MVZsSqkB1vxBvo1RD1O/HsexUV+RPL 3t9emY9o9r7mCj9vM9BjZuhfmDI/SWGu5F0hNwUVsP6q84b4lwexUQQk4lPu JLeL8gGG0f9r+qfXzHQiXwrnOzdTWd8hK5xIg8LpvZjBxgNYld+uDKv9sycq 3dRAj9YIY7zUYbAmUwup6ZJimA8L8lnht+NsvIBBz1hFYB5j43VZ+Xs/e99p hR+jGJbHz1zh3zlsvMT4oBcbP+gXjA++D32A+QO/o/+Q5+BfmZ/wPOhX5HkL qvQ/Ls1a5ZcaXN5jvDB+kP8qP7uw8YE8Qn/Rf8gnjC/6L/JTOFvv6D/GA+MD eYz5hj4DFuzZsunK95+/M+ifuilMPojza8/mD/JOpk+UVyaM/1X5E8Aw7AnY A1jv4HfMJ/Q91v/sQvGwJ4v1B+3gb3X4efxQ1K8ujH/RP7RjfiAPMD7QTxhP YPDTa4U/Ytj4dFfm+zAbH+gPzDcw5MUSZb7Ws/meqxLG+gN5CAz5jvGCvACG fQZ5AvkJLNtvGG+sX/AHxgvyABj8DH7FeAFjPLH+IC8xXpAHwLAX8DwwxhPj i/UJjPGD/ACW1w/4TcThFPwJfkW77D/h9+A3jB/kA8YfWN5vwHxh/LFeMV/Q z+A3rC/RXuDrB5RhfMCPoB/8BHrBP9DvoBfrC/RhfYE+YHF/xoO9D1j2L9CO 92O8oL/Aj8DoP+wJ8B/WL+Qv5CnkMzDkN9bnf+3dQn6C/gaGvYrvoR2/B79i vcKeBH9D3wOL8Swb1o7xkPU7xhv+lTg+XgxD32G+MH+QlxgfYKxPrGfYa5CP kHfAWO8Ke93m/rmor1wl/0bH5AHsOaxXyDtg6AOsd9Ajtmuk9a5hz8N+Bn8D y/Ym1jvWDzD0NeQD5gfrH/MLDPmB9TZS+Z6PtH65v6yub282v5gfcb9Py/gd /Rf3w1yYvYL+Q39hPsT9IlfG/xh/cT/AgvEz+ovxxfjI8hX8Dn4U9z+92HoG FuWHlvEb+gP9DHrBL6AP8wv+wPcx/rAnMF7i/oIL+z3mH+sP/fnf872YrVe8 H/Mr7i/7sPnE+IL/wN+iv2om6X9Lab/CgrUX8s8la1eySM8+5aPzld97PXdQ +CHjZAaTD6AH6x/zUYj8Lrow/gJ/yPvHmB/IB3F+eDwG/Cr7g5g/8CPsZ6x/ cf/TzGg/C/IX4492vA8Y4ynzg7xfJMoLG6P9F8wH1jv4Afwk6PcCnQFzfSf7 m8C3lPf5sfUOfxwY4yH7p8CYP2DwG+Q73i/K/wCGIc8hH/A9YLwP84n3AeN9 wNBHkP9Y78B4HzDeB4z3AYM+yCPYk9DXeD8w3g+M9wPj/aK/5cz0D+gHxvuB 8X5gvB8Y7weG/IC9ivUEjP4A4/vA+D4wvg+M7wPj+8DgTzm+AIz1+d94XSE9 wKAHGPQAgx5g0AMMeoBBjxzfAMb4YD2CHmDQAwx6gEEPMOgBBj1ifN1W8qdc 2HrH+ACDPmDQBwz6gEEfMOgDBn3AoE+2R2AfYvxg/4F/0Q56gUEvMOgFBr3A oBcY9AKDXmDQCwx6ZfsI8QeML9pBLzDoBQa9wKAXGPQCg15g0AsMeoExnvCH MZ7wn0EvMOgFBr3AoBcY9AKDXmDQCwx6gUEvMOgT48EuDIM+0f90ZRj0AYM+ YNAHDPqAQZ8YH3Jn9kCh/VdljgMp1MPaxdyfgr8F/wjxHvjHWP+wr6CvYU/B X0V/YD/B/sP3YS/L+0+iv6lV9d+MXEbfoEL1aZPH7KP/xisy7V2Igr5ls++h HfMBexrt0C+wL+T4BfoPDHkMewUY9p28X4jxwfjJ9ra4H2LL7EN8D/476IX9 h/GV7XHYI/i9mP9kYbRfAfu30N99cFFHCvVgxOB8Az0qf6wIylD0Uas3Nur4 xKQZ2q2I8rkvSQou/sVM3S/oqvZ/WBkzVT72ilfma9c2VzJdT37jv9R4R35N 1V698yifFtV/JdHXSZmvK/MyDfrYSckH3DMrU5mfn20dFX092i6TquPmaOAf 8Ku9Gv8+DH/IiTxTDJJMw/zakkPKA1SRJ1uDbMjJU/o/8ciHszOMZzotzFk9 29Vaic+7paSw98H+xfoAfRgv8BP0N+hTv29OZit4PsMzlffNZP35bzze7LUt IYX4OWXPY77AL3K8R9ifCoa/aLBXo5BvkG+gz5mNj/p7azafsC8F+zNUR44o 46fGt0Yn65TfB4Zw+1mwh7Vu6vj1LmDrS46XQB/h+++V3+9h9jK+r/D/S0/S RxngPGZvwp5Vv6cl/gp/q/GP1VFq/ONKPI9nCvZqqIao6yqL+RtYn+o4mZOi yr/HGeS1GclW5Alfz1ivwGL+mSmTl8B4Xp0fbzY+kG/w36Af4C8o5ERqiWJe b8N4aEmaItBymT8M/w36Bv6B+j2DfOySzeZfne9Mxj+if8btUfBff4UejpX9 jrYJhvm0YO2YX8g/xBtk/YHxxvqbqSyoWCbPhHzsUC/GfxgPddwM8a8CDSmj DEgWow/zhfnD+4GV9XUxhvl7or7iGPk04G/oVzF/PMAo/1z0v92M4q3AyN8B v0Ofy/ncsn8o51tg/vF7YNAv+4doR3+xPmB/QN4h3iX7i2jH+4BBr+wvoh3x Vcgf6Gc5PxryFOMH/xLfl/OhZf9SzKcOMIoPy/6fnA+NdtCHduhfOd9Z9k/R DnrkfGfZP5Xzn2V/Fe2wh2GfYH2J+R+2zJ4BP6Id8kXOd5b9XTnfWfZ35fxn 2f8V86cDjPKxYS9BnkPe4PtyfrLs76Id35Pzk2V/V85Xlv1fOX8Z8gryVM4v hvwCP6Ad9Mn5xbI/LOcby/6xmK8cYKRf5HxhMf7lbJQvLPvLcr6w7C/L+cOy /4x20CvnD8v+s5xPLPvTYj6zqVH+rexfy/nEaIf9BXsD/ZXzh2X/G+3on5w/ LPvfcj6x7I/L+cWyfy7nG8v+utx/cT9TyzD4E/k16I+cLyz763L+sOy/ox39 AQb94u8DGBb3T3j+7//2j3n+r+y/y/nAsj+PdtE/5vnAsj8v5wfL/r2cLyz7 +3K+kuz/ox39M8wby/+V4wFoR3+AxXxnHg9Au5j/zOMDaBfzoXm8AO3oD3Dh +hlrp1Xsp7pVcpk9BH8Z60nOlxLP2+gkfcPtRdjXiN/BHgeGf7JD0e/cfwCG vQv7X/m93r6HvQ97FvY8/DPYCyo9PH9BpcdGyPcqtHdFf9+C7Fb8weOG9WbK /AE8D/8cz7dU5M1a6bxXPvPHZP9IzNdzZ/48sJzfh3aFPwu82PggHgJ7H/6z 6N9pmT0GfwPzCwz7DOMn+7MYP4ynPL5yPq24P2nP+AdYtK9sWT4O4gvzC4dr QzLzD0sp9n0yG2/1PeA/S4ahD+T8E8w3MPgX74M/Lp4XQHzNX9oP9hfWT+H3 0F/484ifoH+w3/B9zI86rjZEfU8qwxgvpVc9LFR/zTmRxSMQXwBG/AD+FOId wGL+jhWZUjjeRVLY+GL8wU/wF+DPIf4KDPmH+BT4UaXHhjxR+pfEMOIL6vf4 eCu4QMfWN7Dg75l4iPtvUR5ifCFUJ8YHQnVG/hf8J6wPjB/ox3gDgz9BL+xB YDFe4MLagUX70ITJO9i72F8F/yI+hPfD3oO8Ee1RcxZPwHjJ+UcYP7RDnmB9 4vugB/4g1rvsH4F/0C6vd8gPvE/O3wHGesD6hDyW1z/4B/6NmG9uy+Q1MNYz 6AUGvXge61XMZ3Ri6xXrF/FEfF/MH7Zl6xXyTM4XBMbz6A/mT+QXc3JXef1R Fs/E+sX6gfwDxvghng79AH0v6wvoI/A/5gvyH/yA/kP+gx7ER4Ex/4h/Yrww /sBox+8xHmo8K43JJ2C0Y7wxv3I7+BPjcUr5k8KwnL8uy1c8D/mH8VS06CkL xj9Yf9AvkN/gV8w//Fdg+TyFGE+zYv4P5CnkA7CcPy/nk8r5jdi/A5bz7dEO /SXm69oYrSeMF+TTc4UftrP+YT4xv4K+j7Ilaj95vjjGG+sP8hfrBfyO8YG+ gf0IjP4Dq8+bk0ZK/5YxnK/Is1Xs+1g/CjyoM/B7HtP/Z5UfbmT+hxxvlu0h yCPIe9hT8HeA0Q77C/Yz4qOYH3E/zYLZm5APiF+if8CI7yL+CfsYGOtffU8+ ez/io/i+eN7YgvEbMPgV30f8FHiLMv9H2PiqcomfHxPzUbyk82CebL8O443x AxbyFfX9g70P/gP/wF6GfID/KOpzN6bPIA/AH+A/cT1YsfUP/oB+h34DBr3i eQdntl7B/8DgJ+SrQV7AvsL6EP1nW+Z/4H3QX+i/GP90Z+sT8g76CPIU9hn6 J9YP0DL5hf4gPgF5KJ5/sZH2k4ztP/QX/CdgvfxQ9z+4/PjvfmP8S2sD/yez /snnP4T86ki+HwX/U/RPNNL6dmbyCfMhylN7Jk+xvmHfwB4CBn3gN/we/IX3 A2O8wT8YX3G87Nn8g1//a180KWZLxhX+/k0aG69KyvpR7a3Jbbk9qPx8ApeH kE/ieT9LJi/QLvrzHGO9i/VqvNj6xnqBvQEsyE+tlu1PYfzk80qy/oX+hj0B fsF4yueRkK+A9wvnW19yfoE8F89Tcf5R/Q0NW3+gH/IJ7wd/gR45Px3xP7wP /If4Dn6P+BAw/CPQA3mB8cF4QL4h3iTqL1cpX1Mn5Tu4SOcpNdL5Sw1b/6BH Pn8mnw/D+KN/sEfhf+L3oFfcr3Bl7wN9YnzZRZzfKON8WvAn9IFoz/J6M5Dn cn6rfJ5NzkfFeoB8h7zE82K9Bj8p/uPL9n9x3kM8v+PH4j3gF+QjwB/AesLv gfF+Wf6J59U8Gcb3gPE+YMw3/B18HxjfA8b7wV94v7j/EyDZy7bMP8J8wX/C 94DxPWDwH+YD9AKDHmDQAwx6gMEfMcpzuxk94H/QAwx6gPF+YLwfGPwm6hcP htl5UQMGPbB/MZ+i/axjGPSK58u8GQa9wKAXGPSK9reLdD7Kg2HQK57382ZY 5V8bpp9U+kyZfQv9U1Zp38nkgZA/EczzyaBP4Z9A/snn8+GPYD1DX8C/QH4D 7Ft5/xH6DO8T7LFgbr8odrzW0ZCvYMgHCnUyyB9DPOSlnSH+YoinRlob1neK Qk9uScN5tHPcP4s3+FcYn5GKPNrFMOxL6HfY4+AH6HvYRxg/8AfGF/Ye9BHs I8hn+B/Qdxg/zB/0EfgV+lrev4K/gvmFvQR/RTwvYHz+A/YRvo/1qtqzZpI9 Y8b2J2DPYH5hb8oYv8fzYvzPOB9IOB+idWPxF9UsdWcY/jjsVZU/dCzfx0x5 vR+L78H/Ufk3m/0e/Aj9CfsK51mE8xz638Newfvl/E+MP+w3YHwPGPpYjh8D 4/vA+J54/taSrTf4c8D4PvQ9vg+M34PfYG+BP/B9YHwfGP7Kd+Xvw8x+wHyi f/89v1PYP2DQBwz6ZH4Q82NNJP3gztpBLzDoBcb75feB/2FfAoNeYNALjP7K +abAoA8Y9AGDPmDQBwx6EG8CPcCgBxjvB4Y9jnh2Yb2D4sf19pR+fQw9YPAH ohwM/J/B8sOwvyLGd2E/mjB+gb6BfYH9SKxHrF/Bvwx2ZfQI+5Hxar5x57fO bL1BP8P+Ub9nzehBfEfOt5Pzi+X9SHl/Af1BvEc8z2st7XfJ/j+v71X4fI9X OkM+ruG88EOdIX9QtU/7pdqo8bExhv28KCuDfZmkzKdXaXNV/6415EMHmxv0 r0GfhpqRFOUH8Wr/010N+7lq/YL6HV3J7cKfWRao9kZ7V3JakXf5TH+q+lXN F349y5EU/q6gpCF/OMKR6Vdg8IdipxfYG/Srwd5/6WjIp4T/aWeQP1TRX66L rdR4XIZhv0JrQVS9k8B+D/8F/Ab6YP9D/yvz5eNq+D72g7l/Dvkvny9HPBL8 iPlV3vsJ+e4FjB8RX4O+ls/7Ql9jPSCeB4x4HvhNPA9tLuaLRpkb4m8JjN8Q L1Dn34PtD8LeQH8gD7D/pK6HQOavYP6wnqGf5HxBeb8Z8X/YB/L+npxvJ+43 WLH1BvsF9iHsyf/uFxTGL7BeYQ8o4xXD9wPhH2K9wl8FlvN9ZPkOfxv0iv62 iSTPA6XzMg5s/wT2C+SPKtbMiIPSHq/at/NdyQRlgAvU/ttqDPIui2HVHgE/ 2UjnJ3g9GHW+ET/m+RXQD2p+L/Jb8g3r04mtR+gP8C/kO/xdYMSLgLEeYZ9i Pwr7V/L+HeLHWI+qfE1h9jjijep6tzDwmxqv27/UQpU3rfn+kJgPyfMJsL8G foX9IdQLK7AxrB+O1fXG96/gX0D+QL6o6wX7pZT5F5BnWJ/wL4CxX4L1gfmH /MX6hb8GeQ//YpEy/ob8IaIjVZT54vsr0K+QL7C3IE+E8y8T+P415k/Up3x/ GvMJexTtkA+Qv5h/dX61zJ+B/ybvr8I+xXjLGOsH8wl5AX9Ptc/5fqecHyXI 01B7ab44/0GfIz4E/QV/Eb9X9bPB3w12YN+HfQR9h3Y8D38S/AT/FfIC8Xhh /1U//+Af0KvEm61TGZb3X8G/4GesP2D8HvMJ/wzzkagw3CHGT+2V+d/K+EeI bxRomDyAPMd+Gn4v1JfQ2yfqc4Z4Q3sXQ3ycnycQ/INIT3b+APoY8Qb0B/OH 7wv5B8FW5I3C74lMX0Nfgn/hz4PfsD8Jexj+G+STqr8Tmf2C9Ql5KMQzQuX9 Gb7/osj3+bYG+Zqm2n/93ST7wpnJG+hD7A8r89fe1vB9A//M1hnWGz+/Af2O 3yMeA/kFewjtWH+Qp4hXYD1jPtT15Srmv4S4ifuLofy8COwrMR9HOk+ifx72 h/p+D6m+Bcf/Pd8QGMLPn8n73+J+kEbKT9QYtYv+so5h9FfE/PyL+n2+f4n4 nRg/58/j97I9CPkNeiCvQS8w3i9j2DOQx8AYD3E/xpfZB8jXFeyFG37MP8T7 gdX+8vxazBf+H+KRwIhHAoOf5Psa5PoOaFfOn3bRSPUzdEb3IYj7374sfo98 Q9g36J+QP6C3l6G/wE+Qr5g/yEvMnxDv0vcH7aBHzL/3ZfEyzAfsS+g3xLvB b+J+kE6KZ3hJ5809pfi2LZPfGF8xn8WNxQsxPmjH+Ijx8UApvz2AtYMesX6n pxQf1zD7DPwtxq/dWDvoQzvio+J+oA2zF+F/iPu59lJ+h5ovPG+zev62dRFX 0r4Q53L/Tqh3qPVk+c+Il0K+wd8Tz6dyrHw2SCfKr5d8vxL+lspfGcy/hzyG /SvoL71+hv2D70EeId8M9lXh03v7mJILha//i9d3UsbnHz4+kEfQ1+L+uw3L t0b+vRgv8mf5pWJ+fhiTP9Cf8IeUz+hUf65KjpnqP3ir+rJnbzNytfD/bFLj xc4phvj7AdWevvjJnIwppH/FcRafgP8CfwAY9hjGF/Yi4hOgDzjMEK9R1Ed5 bi/BX8V8QR9D/8OeBD9Df8F/E/cfrA3+aRLL34H9ruCybiw+A3mE+DTkLfSv qrZcDPzKz2eCv6BP/6tvXRw1Sv9aZmSx+JuYD2ZulA8l1wsS4w0u7Hl1vZqy eAb4TcxvMmX6Tl0fZkzf4Xk5PxP7UVhvYv6XpWS/cqx+z8IIi/rauL4U6Cuc b+s0tX558GVDfvYn5JtwexTzMVzRDhrFnv3xm9fjgv4BFurHheqY/aP6YxrR Hg41M9jvx1j8ABj2tMrfxxg/qe/LY/pG3K/wY/yA/CXsRyA+AH8N8hz5D4gf Q/5CX6Ad9iLacT4G/iPizVhP+L3sv8N/g/yE/QT5CfkHfSGeL3SX9rt5fR58 H+2wJxHfRXwM/iLoE88L+hvtf4v2mY7ZV9B/wNBn4n4Br9fC6qEZ9CnmC89D 34r7D57MXoP8gXzG98T4vy/Tr9hPgLzGesN6h/8gnH+P5PX1MB/yeXmxniJv L4x3xdV1UeNZNXi9RIU/x3L5hfPzAt7Dz9djPw4Y60mVVy6qf/siW1mPU584 qfxumcX8KZUeXv9CzH+0kvYDrCX5YW10Hl/G4DfIG7RD3snyEuONdrmeybnC 6aFxbD9E7Sc/7yTWP+XtkO9yfQrENwr7X76ElRqPbGjw/4KdWTy9EJeeb8hX DKMsXojxgz6FvBiqf97eX8Vez7m+hXyBfQt9CCzs1+vtVWVezqv6aLMTj28W 8uuX7TrD/kM+03+Qvxg/uR4mxlvlT1MmP+FvyfFi6B9gWV8J51MKNEb1JcG/ 4G+ZX6EPYL8hfgJ9JtST1Fqw/RvYg8CqvMf9J9lsf0DQD/E8vwP9R/wF+VqI NwIL9TUf8nwG+HdivQF3Kd+J1zOAfkE79Af4AfJUOK/y0lGyl/h+BH6PeCPk pbxfjnbIQ1n/iPUC/I38fegjyC8xn4rfbwb9JOZfuTN+xffk/XTxvL67dB+Y h9F+Otoh/8V6c/7sefAz+BPvA3/jefG8Ez/PDvsZ9how9k/Ar2iH/pAxnsf5 Vzm/Sz6PLscr4M9CPqBeDeIH0H/4HvxdYPwe44fn0X88Dyw/L57H9jc6zyGf x0Y7+BP+LjD2e5GvK+d/ieebfaV6qf7seWA8j/7ieYy3vN8P/S5irv8Rj1HX Ldf3qhhwN5JP2M8GBj/DvxP2u/X2rZAfrLdXsf8Fe17cn+DnjSHf1fwojtVx MtgL83k79DniN5DPiBeDXtiPwP/NBz/5zYQU6rEbjwz6Q2uqnt/swvUv9sfx Pfi3wLCHwb/wrxD/F+KTwbZifD/MStqftmT+P/xtdf56Mv0K/xbvQ3wf+wnA 8JchT/E89guAxfPnfD9Btf/4fpyiVcOk88Favn8HjHiE+nvj/T7xfgvers4f 1z+wp2T7CfsV8H9gDyHeD30MLJ+/FM7vBlsx/xwY8X6MB/gbWLyfhZ8/RDwd +y/AwvnsKFv2PdgrsD/gfwv1eUP5eUTYY7DXgKF/wY9CewjnF+y3Y78J+wHY nwJ9Qj6n1o7lQ2L+wK/A4n49b4d9DH6GPQP+wX6IKi/4eQqsD7wf6wft8n4G 9l+BMb/q9435T+DPbTqDPWngN1u+3wr+Ec6DR7lI9Q15O/aXxHgdP88G/kM7 7EfEb7DeTij9i2PxCqG+od7eU+mPZfIQ9iB+D3sQ8TCMD+KNWM+Fj1cfzOMH ajxCJ9UHc2fyA/4e5g/5OBOV9XaA6SPxPgM/o3pfMhbv0+D5mMDC+eqyyD/L ZfEy6C/oU7Fed4BU7yFAus8jULpfL4DFT4DxPnV8uP0N+iBf1PWqMarvJZ4v 8ZbuC/I2qu+F5/F9PA+M58F/wOp61RrVpxDtaV+p/pUvs6eBZXsa9jPys8X8 IE/p9zyfFfyA5zFeaMf8A6P/Yr2sAKYvgOX7kcXzNh5ifowJv28Y9pj4e28p v5ZjjJcYb/Jl7wcW7jvW2zvw14CxHjE+WM8YP/E+Bl5/C+Mn1gvzk/wNf6m/ gUZYrCcdwL4HLNfnEv1hV+n+AzeJXmMs1s90E+sphPD7gzEf4v3J3ux9mA8Z 4/14Xswn9pbqe/H7hlX/3FzaXzNj/giweD6c1/OCfyueR/KQvu8h1qOM9zTy j8T6ZX7secwnMOZP3u+V7z+GvwN7EvkNwOL9v/x+X4y/WK/Mm40HxhsYz+N7 eF6u1yXWm/ZlzwOL9b94vS70T7z/2EW6X9CFvQ/yTcbifVAu0nlOXs8L8ynm B3pI/TPGeD+eF+8D8pDuF/Y0us9YrDdrxeqTAIv1hPn9vog/iPcp6ozuI5Ix /D88L9Yn0An5yXz/lfuvYr0zbylfwFvKT+f55ZhvsX4Yr/cl3le2mM2HWA/M Q9x/DDPObxfvO/KS4tWezD4oHN9XYzTK/lts3WwW31HHIZvxDzD0KfwJjKfw fIGOtcO+Fuo76O1n5BtCH4jy1pz5M4jHYn8S+1uCPfmS50cj3ifs30WK/utO J1ej+2oF+0pv3yGfBxj2EsYfWO0vzycV66fxeDP8eeyfwp7Beoa+R3wU/jow 7AWsV8EeieL5pnifnL8BfwXjL9QziTK+/xX+CfZDMD+w18X7rBzY/gDyD4AL 9eU/XXg9cvgf4n6RjXS/mg3bP0U75C3242FfAwvy+iXqjYxn8QHV/89g/izy 1ZR82jZOir9VPprvnyO+D38B81WI3y3g93diPoXzx/rxVerb2acz/wv5k8CY b+Q/q+2cX4T7VOfzeAv2N4CR7wZ/DfJAuA8t2EOqD+ch3efH90uU7j/UMXqA hftqIt2M6mVjfwvyAfF+dX1oxHok9Xh+N+Qr4gGwr4AxHvDP1feZif5gqBnb /8X6kOupCvWx9etJPo+D+BuwsB+yEfnfuYbzFFh/3L9BfBD6CRj5DypdmWw/ A/E/YJxXUcfXgvUH8USxnjvff4e8F/zFUC/xvEOo8f1Zwn5hJK9nDizchxns Ku7f6H8P/w7+L/bvoY/FfEeejwF/EfMPjP14xEPhv4FfkM+C8RTyW4I04nma FTw/APYt9AH0DfgHWN5/FO7T0vObGs86yvgNGN8Dhv7D+lG+f5Df/4T1I+tj YKwf6FPMN8Yf9gfkDeYf8gn+vby/JOYn+Ej+po9R/Wc5/1Wu1yz6e+5G9//I +z/yeWbRf/Ewuo8H7fi+XK8Y9ifeD/ta3M8PZ+sH+gP2ppiPYM30CXBVZb3v Y/adcP4p2JvtF2I+gNEu7B/2x/kQdX7v7VL5tV94NtuPh3yAvQOM9QCM58V8 TVPGz9jfBIY+xf6teL9fPhsf0R62ZPlssAeA0Q57U7i/uFYGy/eHvi2kxz9J vf9388wCFn9HfmBh/3oGqOfVQlvzeCHis7AH8X2sZ4G+KHOSqfDDbNZf4b6k yzqDfODnE+HvYv3J92GK59+0Rvdf/nd/ZmWUKo9vIT9/hZlU/9rMKB8MGO3C fX5RuH+Mn38CBn3CfaihvN4WsHyfItrRX9i3eB+wws/Ei53XB8b+A/gL8VbY G2J9WD+j+wvk+8VF+4GfzwPG8/g94o1Y35CXwOL9wgFG9xeI+V+8PhjkB+Qt MPQb5A3a8T6x3V+6H4/ff4DfQ5/h/Vi/wEK9XL38kOOTaEd/8XtgvB/jhXaV HwLE/a54nl+A3yNfDd8DRrsQr33pw/wTyCfsP8C/hz4BfwBD3ov1XjyM4qly PRj8HvSgHRi/R/+F3+v7L9RfLLBk8X58T4wn8voywMJ+jt7fE893e0v37Xkx jPWH9wHL8Ve0oz/i875G7UI9Tv18gB68H/kzoAcY7UJ8ONKT5YNivNGO7+H3 wHI8Vsg31I833gf7Xr6/QI5PyvcVoB3fg/2O8QBGuxg/NjW6H0yM57myfAxg yGv492J+hrtYPzzI3Sj+iXaMr/i8l1E73o/1j3Zg+b4DuV4Qfg/9jfgm9JN4 HkLL8j2AEd+DvS7XhxCfdzNqF/Snfn0DY72I9Yc8jO47kOsXCfTq5R/6g/kW ntfzO9oRH5brGcn1XuT4H9ox/8hfAZbvN5DrI8n3G4jnh7yMzoPI+TGyvYp2 YPn+A7QjfpGt/PtC6b4/xAddWL4MMOKz6j/rjO4/EOOT7uz3mH8xX4ffZ4j5 Fes3eTB6MN9y/Sehnrd+PuHfYj7lfB8hXqqXL3ge8R5g6Gdg9M/E8Af8L563 4fclYP7F+lH8vgTxPgi5/lQ4m2/5Pm/8Husb7SJWz/u8KKZV4m+rO/D9XNhX kKfAyuvLurHz08CIDyE+ivPwqv1tyTD8e9iTqBeB+hvA8BcwHsA4r61OF8ei v8TbwT9ivXB3o/uQYU9Bvgj2V5QHiy8Dwz8Gv8M+QXwU9gzil9CnsIfE+xmc pHryTix/C1jOd0F+kTo/hnyOz7z+o3A/n97/ketzifUmnYzOuyJ+CP8V+UWI D4IflM895PW2gIXz7Zd1BnuYx7Pl/GjE64GF+rbBLuJ5lWAXo3q0mB/4T3J8 FPlUiIeK57XNyN/KePP4S3Vlfo4qz/eeZi/ef1Bgz86fAyP+rYY5+PlgfE+l M421I99G+edPUv5NGL8fWf2LxwuAoY8Rj0Y8UeVbjtEu1zsW6qfFW0j1r3k9 bLRDH2A911bGdzujR/0uv08S9jvyibGfAizXx0Z+DN4n7odZs/p/wLK+gT+i zh+vFwkM/wT2CvLXVfmlZfFN6B/hPvlIft4I9MK+B39hPWK9Y72K92UksngC 4iOIByKeB30l2gf8vArsFZzPEvf3wiQczvQd4hfwd7EfB/8d8XS1vzyejniH UM+I8Pws+GPIx0S+MjDoxXoX77fLZ+OH/DdgxN+xPoTz9kGWrL/gT+y/AP/3 vGulNDux/ulLO1YfAu8T7/+wYPVCYL/893xXv7da8f4NW36eEPpfaV+ax8YL 8QzYz7A/sd+MfGuMN/YPET9AfE+Vj/x+TfCHWM9Xx/gX9AAjfi7Ud9A/j3iH ur51wn5tob6R68GK8tfWqB4inoc+QTwc/RfiT0GW0v3AFmx94HnEx1V6LZk+ wPNiPSeOYT8I8e8wVzE/Ta9v5PFAPAXjhf0CxMcQ34B9JsbT+flR2E/AGA+x Pr29iKP4+RRFf1Ccv1bP/0xOtFfWw37nDJZ/CnmnvH+Ck0Ee8/0J0V7n9/VC HslYqF/K7ucdL9VT4+fFhXqZ8W5ift1LN+k+YycWLwEW61k5SfVLXVh8H/Jb rL/EzyeK+7E8Xgx6YX8B4/uy/Qws5kuEMX8BWPGfInl+OOJRsB/hjwDjfDvk K9aTeF7fhmHob8gj2E9CvedgD0keeEj14A33mcTxejrq63l9HLH+vS2LxyC+ LebL8vsowC/AhfToausM9QvzmD8lxmMDpPvSXdn6gr8s1E8v0Bnd/yDef80x /EFhvzuE50fC3wWGvwsMfxn7UdBXcn1P8B9+D4z1AfmE8RHtV3NmX+J7kJf4 HjD8FzH/zN0oXgUMeuT6nXL+mFwfXjzv6m5UbxPxBugTOf4AjPfL9TXFeiYc Y/3K9UigfzB+sD/wfdgfwIK81etjVbxwLJyPDUa9FO7/ARdywdJjTop/cOcR z+//bz2fFhmWqr2fm8Tif2I+mBnrP+iX79NDPAL5FKq8zGP8g3pI0MfQTyo2 zm/Afg30o1Df5iXfP8J8AmN9Cf5sJN9fx/NivSAzg30bw9YX9J/6e56fAXkI rMiXg1w/QZ6I56e5PVeIFx3m+SDK95P5/hrkhzi/rlI+gjvD4EexPiPf38H6 kevTQ35DfonYl/EH9IeI/Y0w/BXoK8gvxGfE8/78vmdV3/D9ELwP+hRYyK/W v1/eL0H8AfMHjO/JGP4Mvg9/BvJWPP/vweL10Hewb0AfngcW8o/19MrxfPiv sLfk+DbiscDC/bQFXlL81oc9D4zn0T+53jj0G7DgnxZYsvgo9JF4nxPH+J6M 8T58H/YY7FHYG5B3wIh/IX4G/hcxP19cKM9WdbBX62Wc5fUihXp+oU5S/qOM bdh4wF8Hhv8r1sfh95ngezj/g3g74ncsPm2gl8WjDRj6E/Ea2AvwRyAPxPP8 rkb563I9CCF+rvevEP9Qx1/D/G/EG8R67C5S/Wnf/6f+g8GeDPVl8k1p7s/P 08C+xfpXoVbKr3Qxur9P/fc0hoX6mWXtWL072L9Yf4hPIH8S8yfeb2vJ6IW/ Bgx9J99fLNTDTef5g/C3hHhxmLNYz1rv/yC/CvEFYOgfIX4SbyrpO1MWT1HX i5Q/peX2BTDkvejf9JRwGFtfoj3rxfQx5I98/h7yHvaNuH/rbnSeHfIW/gb4 Cf4G5APkJzD8J6H+QwGP78LfAQa/wH4Flu8nQT0N8Dv6h3isUK/WhGNRvqSw 9Yl8BoynYF/c4PVDEQ/Besf6RPwL6wnxLcRbYP9BXgJjPSCehPiCuF9lyfwt 8Lvgf0V6SvVZPCV7gd/Xpf7lzvwx2JvC/a768YV/hfUH/Y14MMYP8hH2EDDk J8ZXvD/G1eg+V/l+L1G+mUjr2USqd29qdP5AyK8J82brA/6AeL+DM8sHARbP N5oy+xJYzCczYesB9ABjvWM9QB4J6zXKVcz/CeMY6wv8BCx8T8/viM8AC/Fl /XwL+2cFnB9AP/Q/8H/vv7Ma78LidYV491tD/bJJ6nnyW39Yq/wWrsbbMxda q/HCb2q8pM6fYn1Px952wnn8p6XFegKTv5qSzMLvBaj1vNq3diYKOQ2zFPuw 0QpeX6hQf/hU5vXWC+m7XJ+fVy78Xitra8FfPntVo/J7iro/cy1ew+znwuF9 48brCRWuxjvz7FT7soO6f7a4poNwvr/jKK1Kf4y63mpc1qr+W/k8RX41ijPc 5zJT9Y8CQvh5g8L//V7OhChy7nms+r1VJmRX4fgMVuOTd7bZCueXv7uZCvdp 9A413Fccot6Hm437bVao5ydK4/yy4T6ap1nmZG0hPR3U8yO5Tx2V8yMRg1V9 Ft7FUG/5I68nrLBPHTX/vMw8V0W/v2zI47tKvp17PrNPlL8HZFPz5+tMgw/x +rEbRlVLulCJ+9cF9l/7eSzm53PV5R5IqliULF8QkEfX7qSmQ/vy+jpTuyU7 TB/OcS/nBI8VEzlukHO06O6ZHP8x9VDZpMUcn+h64EDgbl4vtPR0XduyNf3F fO4wD+IQ3nVgCXt+/udo96TZH0pk0qC4NWP+7sjvL4P9cuZ8eOXFldOZ/g0b aL8xuiKvj3Yu8/IbuyrpzD7Mcc7qM2ZBCnV2qpH1w9NDyr/yJvsDMuxrPkqh tyOG/vizAT9Piu99n9ojpemURLry1sMucc/4fWmB7+sVL5rDz4vi+11e7zt7 Qsf3e2rM3GLeJYbXq3369cf2h7HHaF7STJuT8fx+NdgHO5cHhXZ0OEY393j0 6koDfn4yK9t01auj8vlI/fwfmH7J/koMdbp40XxYqk7KP/IgfR+9/jc1IoYG 79lQqecXfh4S9Na6lLK+Ubmj9GS8+/sPo/n5xInl/TOtvP0ZHmz21zu/X/x8 YKpj9uHS2/h9b2PLrau/8Cs/b/fBLGx8ygx+nm7owCvWJ9vw83RThh/p+TCa n3dj9dlsSl21z9hAN7q90nyO5ufTSu6PDFrjaljv+j8tlhwbNeY6r3e7x2XW oWMXeb1bp8BDl+7d8SMjcrrNy6qaTxvdOhe4vraWHKxsty39Vw69PdB+u91S XzKu7YrPFz/o18fJFQGmKwOI/4sJJXYMyKX/VLuya9wkDfn1y+PPM9Wz6d83 vqxsM11DhvSt3nJZpWzaMMJ7ZqnZGnIpq+uodmWy6a+itUdZLtAQUnzyKm3x bJqU27PX3aUacuDv9ccvBGTTzhd+mSWf1JFBfX7cM+uUTY/4vijxsJ4/6Tt8 ZLHAEvr15tm224lBGrJxSostkyZkUrfOJdwSl3uTvld2+GatzaQHio5M2xgX QOrvezBz6fpM+nbO3Py/6vuS363rtGx3Mp22qlUhJa+unp6gquTr+1T68ueE uSeOBZDbZSc6B91NpX2e7eu2roYHudgqdHOBTRL9t/HbFa59fUnBw9SmK8yS 6NfVkY3tnnmSbpNXfq89Ip5WGTtm09IdASTvbnS9Y8fjadPz0d9HPLEl8w8P 39fyyFFawnzu6OX63xf/5XhLG3OUar7bhIVe0ZFQ32Ofar8+SMfScX1m2nqR obr6FVscO0gX9d527sQiN7KsV78S16J208Zn/44Pau1LmlwvFe3rGk1dr58+ VK+MP6n/Li8oevhuWtt5avWren5r0O6hrtWnXTQx1r9J+CtbsvBY1rPN2Vvo 9vq3FzSy8iCLKldvFNJ9G63lpb1Yz86LHJlwZ/Poovr2uk/v6Q5YkXGaV2kP Li2h9b2b+NoO1ZC4af+sz3qzlLbY1fd34kE3klxb23jPrcW0d3FH85wyvmTJ nVejypuvoFeiLxf99tuP5A765t3QZTmtWb947M+CAKIbHDLtRNgyemJipQ7B JbWkzfs//dZbt6OJVba9XGHtQTTe89/l1R5GW/4Z2afWZ0/Sa13I227lutJG Jgui2l7xJlMrW330XlyErn89w9+vgQtpPGRTm/NVc+izU877XVu4kIkZhxPr l8mhtfZtrubQ0YXs8coqFlM0hy6eVzrbvKcLuT768uJALz3/9k9s+32AC7E/ 8fTzUuccutG83cGT451J0OomzZ92zaLr63SaO2+pMwl2iEgt2yuLrpnYrXfD vc6k2ayECmP+yqKrYnpW/53pTLp/e70zfnAWned19oGTlzMp37TXqaLFsui2 Tgea9O/mTDRLfKJfDMmg1SJi1n6ebUNy3D8fez41mZ5x3et1+b0FqaMr0WTS 1wT6fNKvijZrTElLF4umjUkc9Xvb87tdhCUp1yjCqbjdTnq30c0lVtau5K5V YJUKu/PpCbfy3v1tXEly6MXRt6Pzqee9G1aTLvJ6wO7dNAlbbnGsO9doUM5j jl1CJnu8eM2xiU+NT23OuJL9aQtbTF5aQF9kXa3Q8bwrmdHvdeOwWQX06vBJ w7peciVdrDqQvhMLaJab5+4eV11J2X3xNTsNK6CH0xLu9inMt2rtXTVEb58P LjB92veDF7k3ckqn18n5NHbXIid604u0vTS/55v5+XRhg2pt1np6kqxxpTt7 18qhbY9MfW/roiOjuvz7wKZZFg3cfq9c7nJ+/hLxkAut8m8mNkpn+v7Fg7sV Fgel0naea848iDU+HxnR6vESeonf137D490/6xM4rnb/p8O4/9znvvKAbcvW UxNp/2/tNlVuY0Pmm3/NtXM8ToPfjX//XD+/EwfePO+Rl0x3Vb5bIqObOam9 dujY0tsSaJ8F2TvH9jYnPg2KZA6dn0B97u0JKD7AnHx7cUWzb0wCvVxt8car Q83JtbVLej8NTaDBv/I8vKby+wN/V+1VOXA1x3lhH1qXOMzxsl0LhpYr4Ljj PwfCmh/i5z2L5MdUSnljQ2LCx7XOvXaEfqk7vc5xvX1Uq0vaP+T5Gvopvt+P XwUWJMzDyuLCrhm0aPkPKV8CAsgUhzapl26HUxunHxo/TQBZExjQ4+95U1h8 81O3M/0urMihe50yMlf20suPH+fL2tROo11bZ394ed6SrG54dHJybBINv+7z LuS2JdkevG/L5ugkumPg2Ne7nlqSAyV3ZEVsTKL57068MP1oSY77bnjSd2kS PRJzIbSszoqUOpV013ddErXp8+e4geNdSfR3n3q25fT2fv979btPciKBm26W rJOeSY+8yrk8brETqRA2sh7V43u2FWMHbnQi5yOHtG+TmEm1f2xa2nWvExm3 6q8Bd2IyaUNiPbx5ghNx29Nz0sh9mXRc6JhmtXOcSEJyl4W/d2TSp5ceT2zx zoGERDSu/zwvgz4+86tZ2a8OxMp+yZZ62Rn0YYG7t7OJI8lac/n7yvQMei+r 3PM3Vo4ksmhAtycpGfROapOU846OpM6hQfG1EzPotpY/C9z6OpHKTybldX+V QSs8mLx38QJrMvhNUi/reSm0wuNvF+ZVsSC+g4ZEzMs5TsuPitzZpJYFKef5 c1mntOO03DfLsZYNLAgpWLajWMJxWnb2wgbZzSxI+ylBcW8PH6ffpnUeXM7F gji2ybu+f+Nxuu3ezB3Ti1mQFw/Lbiqz4zht0uTwzdNVLcjJKat6HtxznL7c d8M9QP/7vZrv/uX0v+/6IdW+f4KD0X31RT3I6bkTM2jp1bdj4wp4vke/Ay0a VL7F8bqs42dj3nB85vofvStY2DNs+W7Fy0Me9lL9FXtydvjVdssPcjxm0hin Uds5dp3tcLL1ao4Tlu6eV3Y+x902kkYO4Rw73m3Vp0y7dCYPMudsCf4RzOXD /br7QmaW4Njsy7EeNp4cF43JGLnEhuMGQ/+Z6fo1nY7Osv+8zNKBxQ9fzHeI 3z2b56+NGXOv78TNHH/pHu/YLJ7j6Q0XJnqe4diiTJ8BT//lGPvDyd8/zv1a kddXax/1Zt5vP46ftnz+t6Udx5EfH823/5TGsMeWuwtc7qfRQ3UPrbiz2YZs W/u1uE/NNDr7yqOcbXtsSKVxug4rgtNo91F+X/vG2pDstmUjbCun0Qq2ncoU S7Mhncs23R9ZPo1a7VjU+2G+DXlq2/fK59I8/lnBNCMr1o/HR3/srtvjuT3H y9dPetr4A2W41KOx3sfOcpxVYWSLoIOUXrxbcHthO/3zA+o29CmeTuceD9/R NtSObL8dd93DP51WX1ZxoNsAO3KkS+kxru7p9NmgRyWvj7Aj6We327o4pdPN 9da/3DLJjpwJ8dzuaJVOO9iW2llxOt/v6pNwNm+5A98PLL6Y/KJ39PL11dK4 c3araN9hHn3XzHYlO1u0z/Yrmk8D2vy9tZqthvS8uTCr+dsMav6zeP2w09Zk b37eH7OHJtFvLX+t7XXBkji4dbSeNC2K7acNTzz+cbxDBPMf/dN+ul9JzqPX wr+8ym1jQSa533j777H19BWNP7/+I99vQ/ysyAuLE6tK59H3GSOnpn/k+U+5 m+3GJf7meP3kXcOP2uoYHt6JDNiv47hexRs9o/w4HjUleXTjBhw3supuV6uZ G3ErdaDfwj8KqP3wBnNbR/Pz3/CfoofG5vUvsZd6lak69csHK5ZPNXFUUCu/ H/x8XadKVTUZNf5znu7jJUe3ay5k7ujcyVen59AzGU5O1cppyOzTh2Lt72TR pfuj252sriERbQ7++VSP26wmq3s31JApZ/dvzr2bRTUR166+b6Uh49vt00bd y6JnB4/x/burhow6v2fejPtZdM/myh1//6kh7+vc/uvc2Sya1OlyyPWy+vma ZlpJl5lFTzlOrneskobkJQWZdIrNordzfKouq6YhFb82Pb0mKou+CU8rNay2 3v6vNmzT1dVZ9M+9o33vuGiIz/aS3tXz9O3bAzs46u2bCLu6G7pWoPTDkw51 xlNenyyvqU/b9Xr7sMHuTj931Iujuz4/zIxeZ0reRmnC6q4+QoddeHF0qi2/ n/bvmrcb2hBv4tN88OyWnQpo8qSJHas84fECzH90qX+XZzXJpdYdW2/ttEVL PnnaJi2JzGXxYJNee2dVf5FFW5ff7Lv8moa0OPL9Q9PkbGoycPionnc1ZHPg mo3Wcdk0dlOt7JL/asjrZRUa5B3IpgMu2Hl+eqkh9U1PPpm7K5t62l0flvlB Q1aOHrC0yZZseoLspUu+a8jje7+rWq3Npo17XKAt3FzInNglb5dPzaZhOTUv hTy2EO/r09s/9v++TnLvFE8fXyy1N6m2BbH2bDdt/5N4tr7LdIivZDsgltbe Hv+9x1E7Nn5jNWvfFIn2IpPc7mqbBuXT3Gbxg0x3aMnk6hl7V+vth4RyxQf0 7GNBGodW2+AWeIye7Wo/tkGuJYl+++m7++15TB6vSbWsc+sev6/3Z/T68/Zn D9OPV8/eyEjl9e/9yPkBb85bSPVhLUmz/W2/ml09St0e1r60pokFiQ5Z0vBM 3xi6pWRu/uA6FuRHTo1/l7ePofnRTnYul/T+ws0Wi5a/zKGrMy0et7jsQn7O S/hn15Mc2u/Wt4y5V1zIzMrFnJMe5NDyX95szrjqQmzuLGl7+nYO/an9d/IP /XpYvODb8vvXcuiJsrc6VbvhQnTBAy98usjv39BtLbu2dUEOi7fMdrayfVE8 jx6yGLemXE0vqZ6bKxl86syQA5uz6afLLonObXj9/cefzbvfrsnvKy5+YNOt dK0VswexnzTnRJubp4KP0n8W3eq3wY3fN+yT/britx06stLFJ+XYn/l6++jv iSv26cjpao2vbgzMp8NSAlNLHdUR214jP8zwzKcrqyeaZSXqSKPZ6zWDNfk0 Oa5ds9AMHYnYl1WmtU0+fVDh2eL3+TqSdPZlsyom+bSeWblmzsk60v7EltBv b/LoloB1UbbX3cnJeuv+Nf0rn5btUv5cx746Yv32TPCWDbm0XZ/xH872dSN7 y5W/m6BfDwPfdtbtzfUkpS4kZ9SfmEs7mtgF3Qj2I8MrHDhYGF9ubbPhwQlT LenT0EZTVb8+yM3vAUWe+pPINwM8jzfJoU9bbQsO/9eLPL0w0qHW5AyaEHpu 19RVXuTowLo7Br5Ip7FvR7rG2AWQ3g/qXzwyJYPebmW5Ln+ND7E7sf1cz+6U 1tjrvrLiYw9imlau3WmSQs+E3xz5yt6P5Pw1o3u7uinUYeC20bvtA4jN/aTy 93Yk06NHbr75fdSSZNco9nRp2QR6KqMizRvtQM7dtab+LRNop6mTRz9d7E4O TLS3PXc6gRabNWtN/enuZM5Iv6UZGxJojQllRpiv8SJdYif+uTb6OD0Y/rFm VLwPcTPp5/VOP5+zRj4IeXjMh/S6Ptg3LCuBfghdM+LFekvyZHPvO67bYmm1 U6aTN9b1JMf7R+1MrhxHS633u1DGy5OYHXWzfRkfSyc2zR473MGPLCTO08+8 iKMnx+6eWOmLP3GLX+bzYmocDfy9a9XROa7E+1zsreelY+ioiU8Pv4nzIvWy 23wv4RZDi6xttWR9gg9pX7Ht800TjtB/T0bM7XjYlOzcu6fDnr176bDT0QWl VpsS98zUnknt9tLwQQ5RPeroSIBlct/e5vto04iv5xJquJOhEX/4huv202uR T7ts3utJ3N8Mmh5cdT8ddrD7qXWX/UmM+edNzR/vo4de1jjc7Z0raWI2r+7b fTvoivvlgxYf8yJFdoT0OjF3J9Wsvf3vmJ0+pFjxPze837iDdh5x/2Fqbx/S bu3C0LGXttFPd+tP753vR471Oe/24eRO2jVw8cNobxdysaCHQ7H4dbR4h5Z9 znZzJ2E5B6Y3vLCWOkf3nBlw0JO0m5NZfX6T9TRh0dak94udSd3uqwItB0fQ FYeqj2t2RUv8H00jX/Jm0bH9IpfN2+FFzKalHAm6OZuadqtL38zwIbFNOmZY /TmTVvD/fH9zJz/SMqbR+bK1I+nYwdM31TXzI+XebX/qdCOMVrWPs++odSc/ 7pfb8uyvPPpPxLk/fObq/Y38E23WLsqgf15PuPplkQMp/bLNnZd/Z9CZVbYs vLzSgbTTXhrRaE4GvbVkdt24DQ5kQrXuvzbMyKDVng59u3y7A9nU487it+EZ 1LT0j8+d5pkQyz9eBT5eFEsrncwz2XrLhEw98y78ZoVYmno+l+ypbE/u1Fvx YJDHMbqo3pJnm2Zak77mI4uXvrWfdlrVflbZQ/x+427XTjR1Kukt7scV5o9+ W+7kOY3vt2fXTKEDh3G8fMrjUce6c9wrSVPUojnHpb/VvNC+Ri599VdJk4iW WnLUtH1mbkQuLeLUpMjPzlqyotudphun6Nf/8X4NpvbVkjExw/8ZOT6XzusX 8dfXYVrS3vZb+0ajcmmSw6bZEydoSaW+86566r8fEljKLDddS4bberdobKK3 lxrqF8FJLVkW4vaq8edcWnVggwGJl7Ukdr5meZNXubT0/NPusfe05EqBfZWm j/TfP9A9/8ALLflma32l6U1+H8Qc/Xru9pHjzPkdmja6y/HvSlvPlDvJce2b z7p4xXM8eU7wXfPtuXRR5zhdiyUupH/X/ZOGb8yhvU/UnHB8Ga8PsTP23ka7 +P/cB+3ROOPXVmuS0efVsrPv42nm6R29wvsZ3//sYv5unG/gcfp5nfftpqv4 fkuDc4mBfX35/QzbaczZFQ9NjO6H3rP85N2VGo79LYNfNRrHcbca42pt7czx qrCjf3+tHkdHVPkwb3xLW1Ih6+35JTNjaNVex0Z8rusq1jPW6+NB/unutn1m 0QH2XS72WcjrURz0CExueElHKlazbuo1OJ/O9e+5KfWqjiy9PkPbv38+7f3H hvBqN3XkZfiPW4f65NNqZa70irmjI82LTNz7tUc+1VR2JaUf6O3t7LfjGnXL p8FrHtq4FdX7bytarH3SMoMO79XC90EFB/ItZHM188YZdEfxo+Vj6jmQTqav r/jVyaBXX3k2jGjtQA4fJ5OqV82gzgkRnVv1dCB2o1Z4diibQRtHPB7iM9yB 9C/x8HjYHxl00jvPBX71rEiTnJ9/9C+VTDW1And0bW5FfFNi+g7xT6Z7ZpVI WtnJirw9OmDzCG0yJafKnT/dx4rk7fW6NtYqmV5zDX5mO9yKbNr2j+vkb0l0 1nbfG8c15uTt9wb5W+om0M7BR9Le+JiTW9Z+I6MrJdCSJxvu+LOEOTmh++x2 pHgC/d77ypw+lcxJfMC5lOPeCfRYiFnNBfXNyIHlQZrIpvH08+T4pK7NzcjA 5Wsb+NSNpzX2Da1VooMZCVxuNz6+Sjy92fj6h6U79PK1yqKlNfsW0BGbNF7T 97iS5KjjVf/tXkBN3jepM1y//iu4PbqxsqN+vYeE9+0e50p2zXGZSVoX0KBt sXOaJen1xac6f75sWkBt3gd2mVLblfwM155wfphPzX6P+tuzvis5Z3cgv+id fPrdLiMxvrH+92sb51W9nk8/urs879jclUwOupPT7FI+fVW0r+/71q6kVcyk 7NCz+TT8zRfvdm8dSc2vmlnFwjLp1a9Lns8LcCLr7MKGd52bSQsGZJ4uU9qJ hFV7vrloZCZNOvcx5lywE2nQf8iZF5Mz6f46JVdPaOBEPJb/a5IwNpNu2ttj kk9rJ/IidUClGfr3LXZbFprezYmkP3vwV4tBmdTqtHOjFkWdybsLrh96js6k Txr1PuDY0ZFM6LGwwRmbTBq//MvHP3o6kl4uMTM+mmfS2beX16s70JE0zr2c 7vM7g7YvXXp+55GOpOzUH7/rf8ugRSZlnx8xyZG4Vihab/DHDPr57fsRC3ba k1/1m7l12Z1O/+qx3y7glSPpP3lm2f2lM+m8Dwdiryy1JbUjOh53HkXp5Rvj v47bYUvW//5R98gESv/IqltPe8yWfI7YldM2nNJx+6znHM6zJR1NWrd8O4vS rOVnT7S8bkuORn46v3wBpbNXRN7/608bcuyv39H5R1PpqXKRQ3/UsSGTqwxc QjemUreTEe9WdbAhdSz/GRc/O5X2HBQxpewQG2J6uXLowbBUuts8wix3ug3J 2b2hflTnVDpqefD1ZivsyLWBn6wtW6fTCXk3Nfmb7MjOB/TasGbpdNrPmU2b RtuR4X3m7z/fIJ3OrFxyem6MHQm+1T68Rh19f03WmHy/a04q/Xtt89oqx+m0 0pvufHlpTpqfaG6ZUvw4Xd15R9qnb+ak38Hk4Xc9j9PDM/Zs/mBtQaYuK3PR wv44Hdnvd8Wifk5G96fb/Vh2q3RrXv8t6VOxhA+rMuko//Jv103i5znq7P7W 4lotHu8KKFq9zcCmHJtuGd/+fXuOH3jFdorsxXHO6jddHYdy/Kl8jRqzZjuQ mP5nfBMWZtD7Wy6F1IpwICejJ6/po9fHpx3HdH8/2YE8elZMYzcxgyZNcxq2 f5wD+VX29PzY4Rl09/N9U/8a6UA8R08y79mPx98O9qi/pcWBDNr1fu3m5Z35 +b686Z/+3jrPgZyPq1lj+OIMmuWc8dpRr/8PDh18wWtZBk3btrDztAMOZH7g mrC8FfrvVeyc+ixNL68uZ1mPX61/f2ZgULdzDoQseru96LoM+mVdRuSQleZk bejJ18VMFtEus9tebj/VnLw/PNJhxoC51KHO5pEf95iTqOcH503cEEm9tr0I JMUtiMXJ4cU6rI6gA0rHnz3lbnw/zpaBSxa8Tctg+ijKOr90rR7r6eqRH33e l3UlW9L2Rs+bnk+/fn2UMb6YNZk5oN2Ue4HJ1HJbhfquy4zvsz+9uF/bsbdz qV2LyBdf6+oILffCuf3ePDroeWTE/UY64vms3W6LnXk0a+EM7cnmOjJqV0Lt hE15NLDMzF2xbXWkoI/fhSFr8ui0UzOrb+qsI0V8Zw3xXZZHew2LPdUsSUc8 lnTNjGuaT/u8/+3VJ1dHDlXcuWZj53zaeqbbo2Jpev0ytr5LOMmnq+faftLp /Z3Ls3wfuFbLpzcX/LSyyNaRfqs+xx0om0+Dlr71+KD//auo83Mb6f3dEt0z p15ZasXyYxt6f3Ff8tKKNP70sMirMXtpRN2kC89tvUjW6McmN/T2yO01z5xK 19eSg1+qa88759D5duvsV0e5kORy855ei8+h0c4z00sH8Hx11E97fn5otQM1 s2gn51SbBgON7w+qOabyyTH94ujB3t/aPzc1I83cBxRpvf0Ydbppn5SQakKe NLf9nTs9hmrqlXa7ctqU5TuNbtDO9Lozr28UY9Gx0adO3iT8hMfOhpEFzJ75 +qRmaZsjOfRDZNaIObV1LH/r6oZO596O0ZKg+VUcrxzKpRWDOu220dtnV0p2 iVi4P5cuONhxasBkLVlwYvLbenty6YPgjm2Dp2lJnWGb/voQlUtrp3f4o1WE lryxp5f26O2l2vUqvb2+T0s2t2rVLPNtLrVtP7P9is1aYr5tU4nYq7n0cv/z sSHLtGTIu+dWUTSX7phY1M10lpacblTr8ardudRx8ahbv/X2ZbN6FftGzcql 7fuZ13TppiUPxvVfuHxBLl1bbc2aogO0ZPq+tcemL8+lNxxKvq88Wku87564 M2xdLg28n9ymcbiWHHP7Zdttay79fCO3nbOZjpRMTnYo755Lv6Ys3er/D8/X cKs6o/g0Kw0pH1ywxkeXRS81LzhUfiq/H8l50ab+n/TysPrkvU0i+sRTn57T huflmpNBFe1Tpw5MoP3MG+wZW95OzN8LsifLHRe29P0eR/+t51LTbYEdeTX4 3s0fV2JpSu8yn8dMNK4fNbjJ40s1v+TR0/U27KrS3Yv8nn52a5NFebRIfI3E xl28SP/Uolnz5+ZR28Bqi7vGasiCFi0q/vqaRc91zdz51s+MDHYp2rjl4Vjq sf3gttxfpqTUn5/OPI3g9aMa7U2oUNK/gPaOsz78x1ieH30iK+R75+L+RvWk Wi191nnb6Dw6eEHpsbWf6KT6hm7Er5/VLLvXuSzfN2Ht8SZtvuVQj4SBl39f Ma4P9SD18qTm+3Jowp8zLItONq7/tK7ky1Iec7J5fkb49BsHgrNpRs8eNTcN Nr7vacjRH0MSlvB6942dHb2WaLPoA7tJrf595c3WX0GbC72Tg/yM6t3fiQpP LefJ73dO6deo4w2rTDr97wVRPzP5fVDob8qFai6PvDLopTZNXZ/fdpPuK/Ql pb3WO9Rvn0H37wyNu7/el7Vr39qtX6u3J8TzfvZkxWWzzFEXUun2ns2cy63g 90e5dpmtPZzO6ztVyio5/lRlT6P6TZm5ARur/Z1KLT51bLXvIa/fNO+f2x/b dDOu11Ry5+RzQXNTWf9nPDwbGHQtjdZ+HNCjoL8V8WnXfY5tI54Pe7vm4VC3 ysk0bl7n5a1G2rH92VvPeo0uHc3vr9rueCHkp6vO6L6qSl2+2iQVJDL+u7rl zAq72CT6ZMY/TUfu5vWeBo4bbTPrtnG9pvo2tteO2fD6THc2TovZtyuJljr9 dUrmP77S/R96f9Njl4O3ewLdYbq3VrxeHon1873IxiqbQpqVS6DrP9b+fq0d r89k7VD/QPQjXo+pUUhUyTLdjesvrfWZEZ1fKZ5WTpkQPu1dgPT+ADKg2454 jYbXs/+yMbhKn+GxDJ+bfX+vRSeO94UtCdhbJ5ZOeD8ne0hDfp9W94FBw1uG GddzCkggM0/WK8w3Saqu3WJcz+nC68De+x2P8vz75asbPmwfS8PDf0TOPe3L nr+4Z1+Teh+M79tqNKv10YHrD7F45q0tf68q+/4QzT8ZMul5K16/qfGwakMz fHn9puCXYS6mS43rNY37WKdK5y769w8PD6s3h9djWt1i48GqNY3v73K7NLbF xQ2H6KGKTRKnJBvf39W0TvXkyLcHWP7yQfryU3i/XbRTctmk60cd2X7Ign1Z LyJMeP2kv9Y/8Zh6m9dHipzc/dPZLbweEsZv5ZHfTZ6O4/WQ1nslhT27vofa 1KXt9h/yZc/nL+21u90ufp8X5vO896ZFjxfspFtaN2znaKs1qo/Us0byCP+T m+iXqF5nfrY1rm90KeHIiJD4DfTo50X21eby+kWu3SjpZc7rFb1NtjUze2J8 P9i93CNxrtW3sfy4sMT8+Xavl1OLqs5blz/QsP22D7Ft2mzJNq5PNOGPyDIr ly+khwdPTPK5y+sLmTk+PdwkgtcTStu9q2fx98b3jbVfv2dQ63VL6N2IMuNy J/L7xiDf77ZbGVB2/zwm38cFlD966/EqevN7zMvnPfyl+vaBZGa7ub69Gq6k NovHkZshTiy/DfxaMMV7c4u609j6X7kr6OfuLgPo9sp7+rvs4vWGDrd37N1j Ia8vdPTf7F4/2xvXE2p3LDLlzJURNKigRvaZgfz+MuiXky2aW+VFBtP5bbwO 7HLXkjsxX67Xa5hLn9eaHLXyH3eyfM6/pz68z6SHVvy8YzbNgeRUyrLdt5zn 2zdpl31zfmQi3bQ75OKnMXp7tev1T5Nzk2jbdV966R44k/ujh+87/Pow/TL/ 3aaqy13JseY/0479yqfle9wwH+XhRhL73L24VO+vH1hzseqO61oy4277vS1K 5dFV60Jb/7qjJYP/ifFYFaS3nzfcH9j9kZa0TtLMvemfR/tvGhIR/0xLqkaP /BDklUeXNsny/5ShJY6NZlYIss+jqTN6DCKnteRmzPaXZZzy6POUj4cX6N+/ PyBjX1WXPOr5ZcmXi4+1ZOriu4PquubRhvuiq6xIcyFZv4pmLe2pt3cr5pxP i3YhFWq1Hzy6bg4NHjpmxJFvzuTWCt3XftP1+pf2zZ56x5m4L9xcc/GwLGp+ IOBzQaIzaUmqn4iOyKIOE3ZOa53pTFx7dr3qOzWLupESZhdOOJObkyc9Xj4h i/rb7Z/X5YIziVqz7oPVmCy663XDQ+7bnciS0QcXlLyfThOblqiW/UJDpseO tJ3tyutbFM1Pary//nFqMe7Bud2j+f1rnRy23p4404Icmfmy3YAxx6ndvtWB 931NyY515d9Pz4ijvZb+Yf2slClJ7319zbyjcTRm3LGXb6ubktvF59RctjOO WnZvfPFrE1Py82X52+tWxdEXm8rl32tpQXZXHB25az6vf+b++1ns0sb5VNeo 2efHl3Tkw5tRw08Ozqe7r38IbnxHR5bc39x79rB8WmP09gk79fbVnxdPtK8z Ip+esm4db/pOR7JyPjf+NCqf9t7y7WPv7zrSMyGoxuGx+TTDvNrYiW15/aey vkdeLkzg9Z2WbSlxwj7Xg+w89PyXx95sWn3Yirv712tJh8sBtey2ZtJL+1+Y 5x3VksSR5V/OycykLkfGnLhXyZF0vbG8X8IOSs2K/5rddDyv5wR7dtTFFlvu t6G0dclpW/vUtiUTezRLGbCI3yf3x7e2iQEzkxk+9Knd/gphHFd/335z/a4c Z7zusLR9w2T6+59MB01paxJVe5fzRbMUus66eoDbQwvyubwp7fjhOK0fZN24 zzYLsr9T1YDFtRPpqB3tFgVFW5A3B46GdqqaSLcGbrrw5KAFqWpRYZ1fuUR6 estj74NxFmRK6MGLj4on0vVXt3qvHeFEKjt3mJS8N4muarHq0NtRFuTe0oGN vJ9G0PLFt3a9ccKfHFl6ddDsF4No105tWvxY7s/kBc4bXbiaZfXsVy+qXVz+ 5s8GjuRdelKR6yUyaO0FC4rVWMrvuzvZ0PVZ7kMbYjo4OeXc+lS6qEVIiP9P G9LKLK39q8RUuvl25MBQMydyofdg02v7M+gLu53379U0rk+V/GhIzdvZvD6V 6a4iM6va8fpUX2773Yr6kczwypi7DYb/y3G52Tv3VD7P8YnOA52+pyTTEyfr VH3y3IoELE7edNkphaZb/t2/w0cr8vLvVw0sLFJofL3zK9N+WZHk2UWeVvya TA9M9s0qaWNN5kd2XNr7VTLdETvw3SoXa73/Mq/q4gfJNKzs6nm+A4zv13M9 deD82cocn+7ztrbX3yl03LqTJeZ882D7ozg/a7djdFbP09l0S9y2ClFzrMmX 6Oj2RXxW0mnuo9P7B9gw/aC6ZdZkm9W3o4dfrqTnvtc9XTuCn7+b2qtv/Z9/ 2pCbn6+V+fo+iZ0/aljpSQezNfl0V/bpzxk7PUitu7/++NC7gO6cPXViuTUe ZHeLyvNT2hSw8+ezlu1es35MHm1a+sn5+Emu5Frf+12HuabRpOKHtx8zdyF1 F6a2CykdS+MXeH4weWlCQpev/DXmzSEWT1nbYcflhgNjaNroBjFlelhK9/nq 13PW3ojxJfLohNROw7vUcWH1H0b8dD1qdd6B2fOIN3362bV/oyBKV9dM0Xps tWf1G4aM+WDy/LsLKWfdYer4mAyaUfV2+0aDrEhw9vGpM9yS6NzbG091r2NF Ps59Ntv+RiLt8DrJo1xjW6P6apn7T387fD2RWvcrmZ/k40iO3LgQ8WHocTol s1XDsk0cjc7LxVfP27BZPx6xv9xD+nXj9w1GuA28M/OgLUlOmjJkY70kuv63 f/Tqcvx828Pia1ObvjEjzgevhr05fZQeWV003XmYPVlaXjfjTBylgXfHlFpx 2ouczFvkWmdkPr0350KTWo+M7xtMj+/W4GhoJh1Po8oUzbcnhwe+2HnSL51O GjmkubYHz2fDebydZU1qe29Mpx5bK022nutA+nTQlV25g+ejfbk69sewx+l0 ZUKuw5rDdiRznue8/XvSaO65oFOLZtqRHalbEvyHpNG+Jys5/RFly+o14Tzb 0i+m6c2fp9FPIx69uVHPhpxpWmlkzOEUeuZjRHxDDxvmj2WseTpma5ANmelz fZTX0VRa0+VQyCY9/lVmd49ia1Np7MIxgev1eErdMc3KTkulZa2qfV6tx5/b 1K1SrW8q3R35/Z/C88hj+9oF1m/Cz88E3nrxf2SdeTzU3/fHGdtYhhkzslMq JYqkqNARifZElOyVKC0qKUpZIkv7RihLtij7bo6xDsrSIkIkSqEsJW383p/f 92vm8f1+/fd8vGeu98zc9z3ndc+557j86ivDGt/3c94Q839+3AK7Z/llaK5b 1SdjRIYrN2ZHNhP8dDQx2XoXGX4Fyb56QfDW9CD328fIsNdbkvaa4Jb9+xe/ ukTcv7vo5jcETzu0b3lv/b/9Fq0tPhfy7SrBjTnkgNgqfgD3eTGtAUX4t+2O oD7yw0nS7LUnTxZh5pRqaHsRP6RFyX+kuxbhaorXLB1+Ac55euHDmS212tz6 bzL0/eY1s8iwlHElfbv5Y87zvvXiqfsb6tJx+YRF2pgZt77bjL3nlZE6Vbo1 DhdL/mm/9ptbv23m+/HYUi5c7VOI8w4cDjyTQ+bMZ9+Jq1+d+UU558Vm/t8y x5uSzTWlyDyTIuhdIvSf/VTzKSCrp3+y6BQLXZXnSbX3/299t7e33F3enkdM 9FbuStvG7Q85sx4bbqytOa1yFUlfNQ+squTjnI9r+0TbnHaHD7YVe9k3JV/G ornxMJzPBzap0fzV1GsYFfhspPwdHwzISQUb6t3k3O/a3mOsofESdEHhS7Vp 3H6TLR1GIwPh/LAgb7F75uxoPOkSbJ1L6PWZ839uax+cp1X+b3/J8i13hS4F svDYw6NTToX/20/y0Nq3lVl8hRy94XTCMccmrwKP1rFdtO5S/7N+Pg8NDDY/ JZltr8TLt/zW1JsS9qdPTaKxJBcjJ0SYv7fTYEelycfG6krMLkiuvJ7ED4ws tMmPyMOQzwuku8f5oOerhMyfpkwcKZz94/M8KeBNymlLUC3H9947V3/vIcMu h71Fb/hK0bvzCvH5BTm/79EQN9r5Ahp8uGwoN7EjDwNuLrRtmycMPPLmc/2b o9DGfWvehuNC4L7O7sijd0VImXgQs19QBLZu91nTXl+MhCtmeTFcGL4XjZeL nWciHkt1az8tBbts0s4/3FeHC57sXjcnXwLIT/fLnctgYd3xZtIjdWJ9Xdoi bfeRiWa/J4891hEG7UrPl9jFxFr/Oe+yDIThmSXjmspLJpqKbNiWZyoMrh/y NgfVM7H6micWbhUGkre1yEA5Eye1l2T92UaHwdu5BWUVtbjWPqd2wQ46PKU0 fFxYUIvhl/TeWljRIT3wnfTNR7XYmlv27aw1HSJ+/1g/fb8W5/SsFU3dRQcP T3Fv95u1KGrWk5J4lg5aW8tP/X1Qi4GdDtNgQYdFLurvZlfV4oW9kiFVxOsZ rbYF+5m1eG6oimrmRIcps/CI9MJa9DlxKrLhAB0+lZS6jGXX4qk/aipbj9Lh xZLhlXoZtRiWdTpi2cJZUOyYdPrPaxZ6G+ZrnqCLAr9RVJGQeylWeFz1iWGK wF8piTj+wRJMmSKbPyD8s7VvW8vrirj1efaeXHD4YwuLs38dvW2xW9jhQiyb nnfbrVAE+sRXeUu9K0H5I5IiUi+59aFm6pUm5a3Sm+dUh+/12H89fGT+q96O DLSue3uobDe3Xlnp0otv45zKMYj3VlUoTZBjH2eeB8WHZ/2Ky/MwQr3s2Eov wf+pD3dCTcO8pyqLsx8wej+37ptFJm5Lrv+t7CDG2X+YeX70becenLcmmfN+ nnTGgyjtaJQ2d4z7/EURbu/5vGjzVjbarPcp8r6lDCtmX9/91K0GaWqugcPX qMA8vfbjYsI/qL+0fcGWazJwVFaKOu1D2OOI/Qt08hWhoIXpvYlgOdlR6AQ5 qJnkP27zvhirnBKz2onrTInADV5qBQiO2kvWdCjDSET9UsapArw/tCqSRsz/ bVXd55IHs7F3ivrNZZkUXPRUGYxyysEQ94InrPcM2Jy0vXZgdzbODhl8vNdR DlgnWvRjt+bgJQ2TnpSlcnDEKdlBKicb646tjljwYRbQ1whF6AY+wdrjJtp2 CYogZcSz9wYpE5ke659/Pq8M6U+fWos5PsGV6ZsXaK1ThvUNobpTTzNwWdvr nb52gsAfe/2J2FQSzhN1G324ShByLZ+89D2chLfe9NW/I/5/bub2WP0/yRg/ tzW7eZkcZFwVVTnemISyJe76lfU0cOD1/qZS+gCFHPIr2y7RoFl2zKVvaSx6 3lwVsVGR8Ec3V+0XGHuAdUUnos2D6KBvoeMvUXgdPatvBb+wJJ4XvVLXTP2r +HTfGYnQzXKQbKj9MceW8E/1ndfFmCtAR3OjqGHQDdQMGVWeM1ca0l3JztNb jyP7o+yzUAMyjBh0rrSgl+C2qF/SFTvJ8HzFzuAlegSf9rgf94EHPtw8sFl1 TQ7uGlkxZP2OB8YWm6SPzcpF3SJ1bT19Xngfmu/Jl5+DrbvVsivCBGDT4EiL klECthbW1i5LZIDlLs/H/C51yG/qPb38CQME+Vfx6DvXofaLhbp6xQwofMxr cZx4Hhwc2w+vqmaA+666hDTHOowYvpSk38wABf5r398R/nDxmVVvDTsY0PjY Zr0swY63Ao2CnOQ4z5d2sp1u8yjXXiYejBkb+sPtdzajV3o2rnizLoeJf1uL GGZW5P+qbycI1ktbr1gVF+Ma41GGLKEvZur/zuSPZpbPT386mI/iKYVCjvP5 4FfS3KJ7VgW48532iMAqPojXuW4x17IAY+Qy2h5t4QPzCp6hNIsC7N+xgLXd hQ9Gtx4J0t5egGPBburVBXyceg7uq2fVC4jyc+zZv+6HD54EF7z3CizABXXv blY/5YO532KfU5QK8V3KoGNJMx+8Cic/UBYsxHsh3zWyXvJB8HxPj6VfCtDy wPRkUhsfrGR2rDJuLcCCsDHVY/oynPPsM/7H4iOZRtcn76DT/q9xr3vJnHoC i/tVq5t/kCFFkDaZmMpE85o1By8KCMOo74S1wD0m7k22oenThWHVeEfBvnAm ng85VjA6WxgC3FjSNWeZeM8t1C55CWFPupNOqR5h4r46z4XHF1NgYVFbrH0K C+9qln9pDBCHczUtJgOCFaj11Uhj3jsRaNdpPDkxtxxnvRzKqCT028mv7brr HpdiVZ/28I1DQhBSIp3Jk1yKnt+9NfYS9vFesNXC0vulOFsQD+qcEYKMHTce nLpbisuv7jl6TIu4n9kNpbFDTKQvGRy5ZShM6FOl/qQBJo42nD5WvEkYPGI8 KU/6mNjkRh57u1sYem1rlhf0MDFD6I4nn5swWMvJ2WMnExfta5hy2SXA2f/0 c7o+f3wfHZK+fcpEv1oMOr/DbF8At/5y6F51G0q8FPc83D9/56UgTOPp7A6P Os76Hi7ZcLZStQ5rL3TlfT8hxalHMbOfOD+JTR7yZuGVo+7N5vckOP7cXjml uKnPEhx9PlOf5eeJx9mTbBbOvu37OWQeDSjrJCXXXqjkzN84lR2lS+7lYGSg rkj/Sb7/qReqMRn9zs7sAVYofBY1IfTTjL86s9+Snef1czQ8Hg1jSSfEXGmc +gYz8YDDRltNd9kgRp871tUmJsXRg//yB/nh7+asbGZyHmf/Wcd0Tl7pkVx0 kTAhV8XQOPbrXPlhpcO5opx6PrV/Hy/pXcnH8a8tBxjDnd95OfGQjihccUaQ m8/sstn9vLQ0l0OblwQ2LiSBbqg5jaRBPL/DJe2bFpAgVTf+jqp0Pl4XNtds mE8C+f5fihtJ+Zz6FW15xT+yX+QRvo9Pk8l1EigKn/S1zcxH2+zMlaYEL/rY YaZzNx+nGB8S1hOsW71WinI+H+NOyYv/Ez83Tkh91++aj+fblNXUdpGA6TXv Tq5TPmZkWM5qOUiCrYV2DAOXfHzjf4nv9DkSvPt5+1r13nwUtGGOzL5GAs/V zeJb9udz9muNJjPTZFMLMLTP6UIoobdm1osZfzv+ZPvmHNkCXLvqbX4HrxDn 85Mqn5cu/yDAibfMjGeeoKHsZp7L8Q8yZluW+bVl4cG/tjtS03g48fv3l21S qBd5OfEPzTpbHfzIAGuZ2DWu8Wz8TR0QqLyoBInNjwK7reuwo05No+kiHTLi Zr3TbKpB9VS77zXeNLjz8Up4wO8qHOkwPZl5XBoen6cb9c6qwivL1VRk9OUh /dDQw/n5lUh9/ddtjCoPshrR680PVeKKAP++kvs02BPPb1CixkI/y6Qv9UE0 yHu4K7GMj4WJlLrMp4MK4FwkbpH6iYU12SYB2skKcO/iGp29J1moe+Wua+EI BfqUTkio7yzHW6+ePSjUlwWr8JZmE9ty1L9ibXHbUQmQHewpsKccu/UEDauU GXBcIN1SYqoUy1SeXZsnLgP1braGE5WlGKw71TZ/SA7euFWpqSmV4dFLSYJi KxRhf5KltWRDKfKfeT3y2VcMaHPv30p3LEAtSeWwkARZYKvOPrfzZSHKGpGG bZyU4NuVobyJfUXoHiq77mi2APDYz3K+WJ+DxskBIS49UvDTVd24+m4espLP 79whKg+m769+0wrLw6cdjjGGeorQGH3+/Ga/PLTRV4sdyiTDN0b/iI1lJm6w +pw9lESFGz91/ygoZmNjYHncjuvSYHbu7nbh31m48nznc9IWJahX2PuBZZiN b0MbTlhs4AH/nRutTRPSsf7N7vweKi8cdjw2dnJHMub2HwkQujQLGEf5s63k MvCMn4D3M+J+Qku+VRw+no5B6QqTE5MKUFi9y6gk7BG2xlY9D+9RgBseF9SD P6ahX6xSzsZjPMCrxLqYPp2IAe7nwutPS4LovduKjXMeYhBZZfmfLGnYy3wk LtWYiGaXD/L5azNg/UFJnpfX7+GDjPRjIZNyUJ6NEd7m0fhH+/Zbo9cKYJuz 12nd9yiMGmWut09TAq/h1C/q/FF485RYzTY/JWBHDdIf4h1USX9Rq5QjDfPD 1r7fFBeCxqdcpS50ykKzIauM3BeKXc+p4lIlYhBkdH+8PY2YPztaVmhXiMEr SmaaeDILM19ec9haJwbz35Q7GSewMNLKIuRQsxicTGqR8b7PwoBWyaxLr8Wg xrO3Kf0eC4/nbihf0CAGjEad+kpXFuauzVZZaS0JV1V/5yivqsCduhpL3Sso cFn30611EUWo0SiVGbGRBxy63melPc1BRfmNNjo2PJA7GjlbA3OQcuA8T8de HhAW3HYlIysHp8Stl188zAtqwb3rNt3OxqqmHw12xxhg6m6Uc2teHfaujLQk n2HAtaXblf9hnsRVXdn+DOicdAy7SbCieOc+uzAGLCg/+uMGwau9z34RuskA z+DzLv+wTa/SqexoBpRuudr0Tz5G8umxwvcPGKD7MSFvP2Gfkq8FMhPiGBAz b+1l9x0Ep86qcolnAL9zz/7D6wlmpdTNTSD8ufvn1niursOU9lVN7wlu6VSQ 8dKs49T/ydePEy+QqcOM/rLkC+ulOPkfnl3XK9XmM0An7vuOtphaHJwe+bsp mXj+3chLB3OqMeJ3w6G4LBrohim8/phSjVo/kjq+l9BAMkPrbF9MNT4fu7Bh Qw0NhhtN5r67Xo0nv+wpim2mAXvEpq4ruBqlP+suHH9Dg3hJjyNvCH9opp5t Tt8Rj4FMLg/ICQ75RXFZcXu0u3Qgly2CtT899uBycBnb1dS6GpXMuv6mDkvA cvWBDrfYSrxss2BS9JMEvKAMaUhdr8S/B46NefRJgOfI17PlQZXocbpkqKlb AqgvxhsPnq7EOrFnIWQBbv72THzikFdN6gelYizVkJC6IC8ECVG30sGqCEWn bTpbC0lQ7Sx80rMjH7/b+WefbCSB9uq5/McI7i59FMLoI8F9usGNIwTXyb+y z/lJArGhnSqE9sRoxuR9898kEDgeYlekWoDH5sktKPxDggG970NtEgVoqqP/ WHWKBA1TTr6Tk/kob2K//NY0CZ5UNYrK9Obj6eywo8I6/Jz9MuPLLzc57+Hn 1NP6ckry4J1vfCD65MqcIxsKscOi6beNCD8cpkh77TQtRPbi8HC52fzQcjC2 3mBtIeaRzRU7l/ODTv185fmGhSjzZ1ukpB8vx379y3/ihbMGXYlGTTloNP60 hnGLh+PPOJxVCz+oycvhLZufZEt8leXEp+aY7w6YWivE0dMz+4fKCi+FhRKK OPZ0jpDLO//1xfgs8sr1wmtCnHpNa5x4NvDc4OPEmyV7T6p3CzDgV63WsupE Njq3Lupp+koHg9KM/I0X2ShR1MBwH6fDGy260Al/NpbeO2TO/4MOXg+9raPP sdHtHOVc7C860OXeJledYaO00+NsvSk6PLlsPDnkxcai1yuen/5NBz0zEzHr NWxMPVtesqSKDr8Knl0y2MRGAUOT0exnxOstG7ofEPrcaapWVfc1HVxG2cv5 d7CxjLlxT0kPHWQu14S57mTjDeoPY2gig0pv+sleBybG7L9vIfKGDNJrB4wd LZmYXLre6WUfGcTi50q+NWNiluTIkdivZOAhOfTYGjCx5MDdcwd+keG7U9Tj 9qVMXPu6d151tSBckGo5UhFVjINeASZPzPigymjlnW+Efjf7uo5mtIPwN9+f cX18qACTXMlvn9vxAQSV6h5wKkC+nvq0vQf4YEp1SkhlJ6Ffxva7rnDlA9dt EXPsiPmVJCJZdtWBBKVxo4qnF+TjZkmD6DNeJIj7eGxTmVk+mmSn0JQqGHA+ 1nzg2po6LJmomqh8zoCJoAzrNqs6vJJ9fNXQPgbsX+Bm+FOuDpVjXV8HWDKg qm9d/lf+OhTXF5Cu3cWA1qqYhxbTbPzbHr9TxIEBA4nfb+b9ZOPQKbi9eS8D fgZuDpT5xsYOqbevrroxQHTfw+M+X9h4aZLfvpV4vbir0UYbJhvz7SX91w5Q YEt458urrhUYtumj2K9vFPD4FvbyonMFruSpvp3GIw5fPpk1bdhTgQM58bNt xcThSLdAvfjOCrztej5NVEYcRl5WVD3fWoHr5O11SueKg2e9H942r8BbYSXW 0wEUuNZZ+71crQLFWqU7rS9TQOnnoLv+vAoMmH3CMfMuBR5JUXsKlCrwt3tz HzmBAnraOlbLZCvQM0/DzSmDAtVbbOof0yvQl/Z40pl4//eQm6+yCf+JV7HY ZDqeAjmPs89luLHQcMGmxATCXrVlJD96t7YC97+ZxWPcQIHuFA3j9YYVeDni nW3vCwp8SMh6k76yAvMhveBCJwWGY1d4Si6vwLfjXvQ5/RQYjywR9taqwF+u Vz60E/7Y6B8H8pXFFWhEyzHZrUTo9UMKE7eMEX32ndgl/UsIzsV0iM47UoYX ToQNbOAn/N2Das5r95ZhcED8qXPiZFiy8lSh464yjLheJJgtQwYBoWpxvy1l eCOu+Va/Chm6XkruizEuw/xJgUFdRzK01F9VMR4qw/eKbRYlB8n/1N/R/91d hlTjtGLDU2Roa56/M+dFGeof8FWp8CdDx46RIwdry9AtYkvoustk6G4tvjS3 pAzj2cWKL6IFIVVlUf/ZzBIUp49rWzwSBNww54BQXAmesVM3aykShFeeMoNX r5Vgf7KL3Ta2IAxGSRyW8y/B7WP3PJtaBYFUKTia4FmCRQ8yf3YtEYK6P/5B T48Telea+uXjciGY96L2yIZDpdh0+UjvqL4Q+KWK7WbvLcU3Ak2tv42F4I3f dhNTu1KUpgipaMznJ+yTU8abwQI8Qv1Rc6mSAgk7jjkvIOaLBuvWSMtTCmy2 /lapSvCnYzpycq0U+LH71Px/OEnlhbFzNwXi7H9dnE+wy4tjHmnE/N3ofHbg n/hWo0elY8xnCgifq4t54VSB7mZDpmcHKTD4hBHeubsCBedKLbYbokDjO4cz /TsqMOGvAd1gmAKZ9EcHvmyqwA6/h1IKiuLA/4yhpn2RmA8rfdzylcRBI/vR Izu/Cnw3vq1s22xxsLyzdskl7wrsy1ClDc4RB1/f9szcYxX40fXP3iBi/ic4 HV3W416BdQ67utduFP93vnAFlr+4VPLnOwWWPJzYRT1Qga8MZI1LSOKw9KTr 83vE8/cpOaX+tIQ46Kxr27CA4CmanoWegjiskDKvzCbeL3r77tWEj2IgEOWd PK+Whesck55Y9omBhn2BTEkFoTcW5TYKvBODHSoTl7YzWVj0jTWc3yUGPh90 fn8sYmF5RW3bnGExTj3POa7nw7MIf3KpwXIvrwwW/ozJubehSgzUugPIpEwW trz8kPb+qRjMufA8KiKbhSmicsW+r8RAZu6cxbJ5LNyuUqRJIjPA0ERRnieZ jT+ue1afFWXAwTkkKfMENsbwadj+FGfA3akP4tfvs9H4RP/ICUliPetoIHfc Y+NAX+zFESkGjBZmkubdZeNlKxuFQ7IMULx968+hm2yMkq6X31nKjbdErq0n ffnKzd/4V/qSFFD6dcY7utho8rha9M8LBtSea86+fbMOtRoD9K90MqC/Iuf4 g8t1qPDFyEOlnwEkoTs6aSF1SBbnic0bZsDsjWe+5/jX4fhiZqPZBAMMrtjl l/nWYR6J+d3Mj1tvcMZ/mmqo1rBaVY0WliXarBMSMPZugd+oZSXS1Tt9NMIk QH3h0OYbmyvxJe/fqjtxEuByOFNhuWkl3m5TFOcrlIDo3BODrYaVaP3E0Ppw owS8/KVX7K3L7S+eGbjHkd+Nm//+9K6265cGLht0kLpeFHD5seILi6IELis7 JrBjr3D5Wvxxw0CfSrQ7FuGWuJHb79zZVjf3e68Eh5+/p6cZavDA+4vPGsZk s7G+WOxz5UoeQN5Psx5mZ2Kpt3yWCeHf72Yb8ap8I/S1WczYp7fc/Mu3Vrvu VN/l4+j5mf3BoKi19DU2+dj4OeBoiTsf9C0VOqiZU4Buvpf/1J7hg927yT2C KQXILx4Z8jKUD5r8ha3eRhfg/fsJjHdRfLDukUh93rUCXBu27dP+MUGwExNv 6mrLwwaHh01HDKWhtlXp/eQ7NrJeGXs2PZaCo0o7hfj6ajDSJeJg0ylpTr70 2A3Hw9fqlTnxNc2u8LfulhTC/7U9jSIVGE9lj9yxp4C+ZsjhZNEKlDLh46s+ QAHjZXkuV8QqMOSUodSYJwU26PbanKIQ9irt9ALlsxTYvlpii4M4wVpHE74Q 9k6gPagcCXvH83dPJB/Bn6Ic093nVqBAnfkVGX8KPNuz+q6UYgWK3FoRtPgC BbKVZgWWz6pACae5PmvPU+B2D7GeU4n16vjNkLs08f+Kx4tDlhhdzft1OX4/ qj+aECn1P/lG6aubH40HlmK/fZ5z7moxTn5B9FFJPrIu4z/rvXsw4Km/16Oq r2X4JHL3Bt+nypzXdwyblz1eIQhF895ZNk8XYI8u/+cN80Q4+80z+9UJYVUV vW9L0DbEdyVruSTHv556avpzDTF/skktVYHpObjku/ZQxiYeaLLzFf2SloP2 isrd8o48MFy4wMI6NQf7Myz/qBVQOfUNZuKfD3YHbWUp52Cri8EpHUKfz+S/ zpzPpO2Js3XJf4wXRndpn0vl4cSLZq4bz1owJpiRxNk/ap1mSX97+gh1bV8u +JvK+1/5qLNh0zfV6yJTDxFHFO3GF/Jw9vcm08/2uw8rc+LNp1ZqZpQViUFi 0at9pDEmzsqNZutXcOPzFP8jwX8fksA7RUXYrSYfH385ukYsiwSROtpRMcX5 uNXW84dcKQmKy43Unz/Ox5Ha40/UaknQsWl7qWBCPua67zK5eoQBjL8Vcx+o 1OGTq0qRX48TellNXuC7Yh2m5b8f3uJN+HM7j38wl63Dh50pax/7MiDMv6E2 llGHD0iH71AuMID8ZG7quEQdRi9cNnQoiAEXO3xCzUTrcLubzdwgZSrI89gY DDZW4vf2N6G/ZKnw7MDDEmlmJUZusBs7wqCCX8vYSpOMSjQo6d7VL06Fpaug 8Gh0Jb5Td2btFqbC+/iIFTFhlTg/zje2ckICFA1OG7sR6xG/Eb/1zb8S8G5T /yfbmEr0HKkO1iZR4eGe7Ve33KlEp3LhvigBKrgdKlthdK0St1/dDHzEeBq+ al3LiPGkNQpEA+dQIV264/bJFYTeNM5ZeaJb6L/6IZKBdjm0yn24GLXE9omt zOTnxK9n9nOp8qOHNYoK8ePxL86SV/nh3mKYUr9YiP7SjvsLNvNz6xVbRfuI eM2C1+Rp0Zj3tdi1jNS1jyUOFItBTX7CH0zb2ldjyUf/z37Y+ZIwvPhqQxqb WD/SPumcD5SEQ/NNl3ecq8BlYluPyzpK/uf5ifOSxPfn3yB/ugK/VC/5qGlK A/0fgV1a98vxauT+w3lsUWgtVLNo9C1D0ZQdx4O2iHLyHx58926p/SkIW3i/ OezTLcVkvhXaN3iE4ADfK2FVrVJ8TBu/bi8kBAEC+TkfFpZinnLmuJq4EMQI 3bFLnlOK940F3toMCwJzeDvPptml2KWXU3X7hyBMhEUZnFAuRfklTo9e8grB kkXvz0QrlaLNXInrkmJCsJ+tXlilWIplwosrbc8Lgbiya3xbcgk6fNUX3uov BK0rP41nppVgwWBv8sKP4px8l5n1yvDh+TOmH4uxr0cmlKKozMkPduFJeVby mVt/6v6GWOv8ZG6+zwrV1qM6z8gQ/vblDZJ3GW5NCPrBG0OG11d81b8tYaKe 3+mz35PIsG/zkpu0OUycY+vB9+mf/UWRnj9L6EwU0XW61FlMBn/2tX2bBJg4 Lmkl0VxFzJeLxo1uP8rQZbn17HljZKi41djSlsJEueFdD899J8Np6dkxVXeZ 2JK4Z1H7JBm0Io8dyAxhYsgehyfL/pDho1zlsmhvJgLDWefyNBlioxnTwQeY eOkNW/xYM+GvOyZV7T7CxLki3xaNd5CBIV8uruXBxLKVyutPfiSD5at2G4GD TNzptsHlB/H/b14Zj39DvH/k7km/01PE+80pw0/2M9FXNT5r4XYR4Lm1aIGq SjnuNutSP7NbBO5750lckipHPXeZpAYXETDcA5OD5HKcFb5jtqKHCJT43WbF TCJ+y7gcddhLBH6apl936UZ83lTHKPcTAT3xChe1GkSxp0s+l7qJQArPte1l GYgkkU1msRRR6EwslPdYgthQa3/0koUQLPct3WbzqBQ3OZ3foL+V4NvqLZfi S/HZr7h5XzcSnBm1vSSSuK5s6HRjO7e/4xQ1++kzLSHYYJWm3RNQip6Zu87Z rhSC0V/p0SMhpfhhK6/WJyMhuPvgiSDv5VJcHs0vXEzYI/+Fcmc8ifVuSfDG o0X/9D8+VBm1m1jvVD2vvy4kmJ55qGStDKGP7doN/+GOcanORfQ6lDabnVRA cKIu/pEUr0PqMlfKP3zI54Dib3Id7rdTfRtK6Gn/WYtH9AXqMD+vWGTPbgas 0+SvLiBYQHyr7mJHYr0064jUFqxDq/3vXaYIPd7gmH04g+BE5qmrTQcZcPn0 JeOFQnU4+1fLokf6hP2sJc1Z/oGNqZ4jRo1GDPDNCbVQ/shG7UHxXaOmDNC4 LxkoPMDGEpfFRxmbGNAVGpU3TvC6zo3ButsZEOGl8rHrExvNw9aZrSbur4s+ l/8DofdVU+5/rNrBgMO7UuWCpthIqv55cQvB07GaS+dNsrH73Q7VNgsGXO3L W185Sow/lVHtRLDKIn1750E2bmyyXCJ6jQ7mlx52l3fW4IkLvJ7BOnQwath7 8ciaWsztH3oRN8oPnqlJe8/4ZeNUD2vfazEeuGXLZlm6ZqJd7S//NhN+Tnxl VZTMdOIhbr/W/19fvehwven5No+7tZz65hr95uTl9ys5+YNBfSfuTwwj0hib LN+sE/vP/ooeYrAm3Fu24Bq3/21iRI2DV3c5pgTppj+/K8bpXzETD36561b2 9ysl+EU2sk2ygczJ1xrSu/HUhpfMyaedsQ/XQ0IvHAotxdaHDg5XZYU512f6 lS2hmz4P0i7F3bx+u8uJ57v1KsNReGER+i5I6lX6Quj5RzlC52lF2J6wXZlK 6K0nPSHM4/3l2Lnkxnz7NmGOPZrJZ/zVK2UfGDKTP8sHwR+M9zUMZCP/TZUL wT1C8Hu/h46FeinyF/GrNOTIcvLPZ/rPfFwyuC/ZhY3Pmr/W27FEYaWqF0NB thwH+xfFfV0rCj+VPgW/2luOvj0nvCT4xMBPay770EA5ZnXeD3VZIAb3rg0d EnDk1t+jPzcMOmTFRJsz9DS9M8Kcfh/HEltYzsT69vDJl1VlT5iYuOlwq4qQ MJwJa5hrkM7E199EBnulhGGra4pYGbE+CsckT8fPE4Z5xkHf9R8yUX+dCcNl mTBMKjm/LY0j1tt277mNqsKwW2H+Dd7ef9a3/fvuLhKGhnaQTXjOxPifO5Kd lwiD/p09900qmfjlktEnDW1hyLD0nv8hh4mr5TTVfywXBmXJm4+CE//dvzNR GPzoKtIXiPHlmvzZOnVCEDTfNMpoSRmyM5kvNJ8LQdc6wQ0Z88rw5PVfbxd1 EOvR/pqfMvJlOPfEis/z+4Qg4uLF1EBaGTZbeX6fPSwE/Ummu0aEyrBqe5D+ gQYhUPOQsCzsLcWrRy9t868XgocC5vOvrC7DQy/7oqJeCgGzwXiPrUEZmulB f/ZbIXh9zfDGgjVlOC/6nmbDgBB8tV5ZPw5l6N6Rert/RAj0kx5EFXuU4UYF tcnfX4Wge8hXeJ5TGWrYpeySJPjCsl3eEZZlSIldULLwC7Fenln+cWL9v/s3 EPcndB36P1O4+amWsdZ1douZHH6s91OApMRloRdRa5PEuezkoe+3YboMZ832 kuaNJnP6F2/oNGsQdSKD94by8PffynCwaCgvyYMM185/IP8dL8PwO1cfGJ0h Q1q+WNAsghef1AnrvEiGyiFtXq2xMjy7O2zR+l9kTv/lSHdm5uZYMkjbpnuR lpfh3fK2jzubRMF+s0ay6fx8/FFcUH90XAjgezBLsjIDx3gFm66w+cHvlZ2u a30sFq9uC1nWwQ/rYwbek7Luc/vhuTxzT3l1A5Xivi4hV1Ph0Ae6tORfQj/F CMZ5plAhojArqulVBSpfTAxYuJ2fE48/XPhg8Y71fNB+sVBcdU8OGrhW/Bna SoOCHuFPPyoq8Wr7E7nXD/hAtdwz8JxhJs4SplvbuMmA9cHzJQJN1Zz4RaTu FYFrOwrR1SX/ipCIIFQ4a7z9cLkIFV9d3sNcIQYZneO1t3wfounzioDcJilw rK9j3zRhoQ65PJLqLgk7tBTDwa+AsJ/Ms4PqZI5ecvZ9xZIvEeDoiX/9XgLQ /MZ6ZNneBOTbUirvHi8M5/v30mJimbguNf7S1jwRSNS/5+/sHIdewmXhrSki cOmtwKPFRnG4Y3byWZcnkhw9K72euSfOQYSYP2Xri61KUGyFa89SQW4/pW+F Su8YopKw6eLdxFBmNee8zQWNonufj9bijnX0y7V0Bmd9L5nvRylfSwWfG49I tL+VSAvqWXfRjArintMGAxOV6NpndG7TFirEbdtxGkcqkWmckC9pSQUdzeTc 258rkZHA/7VtFxVqKb+/evQR/n/T76aCw3QYsurtWtRYycl/PatTrr7rGXFd 9Ufp7XhuPwpXJqPWTUkanr/a/KQuuBLTvjZ3xSyT5uT7z+QTq/QEaLuaVnA4 POxumfhqLk+syDDL1+SyYy/rhd08LtdHtNoLyFZg7JQk06GIArsfPvGsW1+B Dr9u9bVXUkD17OW0ZWsrcPaEjKhlIwXGLD16Y/Qr8N3ovaWNbRRgamySI+sS /v+wko3ZewqE8qtbeC6tQEXlVIX84xROfkmqsNjVVcTnNR55dpo6Czmfv/rp yx5zgr8qKKWb9VA5r19/2+rZz1o6/F3KDlvdX4Ie3RvFPn+lc35P+6EGqVZ1 Pri5QS781mZuvwDDrDoLzd+FGGdmfPzLhCBHj6a2mTjm/FCGyPkl3VqvC/DY ZXrNvo18nP5pN3pJ85Zp8ECSy4kCCn8OPv47HGwTROjr6NMfJhKzMWx6xN9t AxWO1ZzqtBXPQmEB6/U9B6gc/+A32pmMvVIG9KCvYDZm4prNCllt6spwqW12 e51KBjY+cZ/2yKXA6qs522tjUznf/8fyC0H2ianonpEhVGMhzuk3WVn2KlLE XwHGfDy2/vW5zTlf+ui47NMjlnewIn6pV1CZAke/aS5U312TpgjDOmqRxZqX 0IhsLyF0UhnS+xe+yusLxvUatrdrq2dxzifNnG8x2Sm4kUk9gL9kVv4N66Bx 8l11VuAFtX4uH96xTrD2C5eTjzaE7p3k8ruI7RIkErceptyj1zfui3I5sGul SreIJHw6tLgvSasGk9beCtEQk4SSBxfWXZpfg+zkkS+nKZIQ8fJV0kG5Gvws tsmqVlwSHMiLyFskapDimVzCoBL6Uf+cmxZ/DWq+Jqk40ySBdPR5veTPak7/ L4PTplY72NW4/f3N6MBf3P7FM/lcZXKXmFoONdhzveiAkw0V1uPIRRt6Fc4N ufZHmnheq9c91/8pVIX7z7pdbSTY+GnOWOSfSsK/NZoXtJsKLItbKatGK3HQ VbZwtS0VoN3LvqO/klPPJGVdRo0PqQrr7Q7UPOZV4Oyf+oZsmZrTLw/eS6nK 315VYZTfUaWyx4ocPW0vsupw0S1FmCporgsiV6La2sA6QR8pUOF5RG3PLUfW c4NdN92lYPFzU2bW3XIsMDt90r9ImKMXZ/yvup5P1ZonyvDUInD6JsHH6U8m Zvtt7tFybr7VjH+2ZJ1w29ut+Ti6KWY3k/g+VfUTfS675uMXZpeBn4QkNAWo uR13zEd3esoT5QJ5Tn5R/eA3XQGCcWWo2uMTmXhoeUxboDCFUw8l/b7NiMaE GIS8XfrlUHgyyreZ7yzQoHP2mxI3TokEqtGB2qYufCEwFbfmmkirHZThXC9r XjJ/yE4GYiyPlo9AKiI7T2P9ewYnv68uY7xfp4cBiiTdZJZOPDJ0fp6+flmR c72Y8mhR2wVF8F5FVTIaj0N/UCmo91TmXM98LXbzoqUyQB2j6JJvHHbeXL0k 5pAM57yY1e1tR5rsZaBNYaL9tN4tlJh0E246JcHR7+/F1rU2HJeACdvzKUJv fFF6zqf9crJSnOuMbd9d/vBIwUKn7kXda7xx8sD6xLnp4hy9f3b5keu9C0Vh YjVE5JPyOPaI7Pzw2d+7bA6X996l/L3KZW+X8M1/Qris1ecX8fs8lwf2Hn/2 y5uN9z84CgvyMcDZf4XIhmg2Co15Wdn+E68IFXSTi2Ljkb/hcZkUBshdb639 fIeNreSEYQHC/n2PTFItucVGQ0bRSlsZBrTEeQWF3WDjKvuaFJYKA84f67u8 lc3Gn+UWr47PYYBx4fluhxo27nTUsjaYzwBrZacSqwo25kxT2gXVGHDwotGd jUw2Uu8P7m7WYIDf8JzjRsVs9DCs64zUYsANS9JW3Xw2NnQl2bvoMCC5pHfR 4mxCz/nMHz8lLPWf/ZsnGCBtENqb5l+Hdzf/LbfRkIHZiq1+D+yq8WBe/GGd h4z/6Af1T37mjjlCI4sfVuBATWvOUwMJTr2omfPrc30GNGfvq8S6WZaMU1Z0 jn3NUr90mk7YL94R/dRCMxZGMFRtY04Lws2Dssf1A0tQZbNXJytAEFrL9UDu WAkWBtXYfYgQBJlZNpRJuxLczJzVLXJXEHYfPPXm1YYSfD+x31EzXhCiy28n 5+iWoHnpWNsaugDUTLcaSLQU4eWm4v27yAIQqymgPvGkCF/0+n/z/MsPXg7L ZLoI/0tmYoN/+Bg/bLniJFDlUYS7PD58YjIEYMXaZ3h8eRHulDcJetHKD+yC EcfS4CKcVMqkne7ih+hHjbu/+BRhlIpCrFIfPxy9n245+2gRGqiGLKr6zA8m N0K3WOwt4nxfTtHLM3N3luKpDhjZe1iCY2+HTy1YvC2EFwo7V0pM6OXh0pHe cLXbvLB5Ve0OrUV5ePJA7BApkRd671jedZfPw+KeXZs6s3jh1Pd3nYlieZz+ Y9NtGZte+XH5mP1piZ+2XH7/3uS5gh6Xrdyot4CRh0PJctM7enghRMJred7j PNyjcepB0DgvaIkNtIU+yMNnmS+MCgRJ0Ebe7et4PQ8Nlmu9H5AlwQWBp8or AvPw6mYH26W+otCmLBs9cCMPE1cHtYzE8XPqIczslwrcX9v9YlEspz7CWu/Q Hu/Wc/j6xpqL3s7KnHqGOu3SBy+85vY3lzcYVHU2pPzb32Bx8jfvSUyg7Odi Dt9w6OMxa+Zy2JPnRl75XA6cLvdPjC7GrFfer7KUBGHFmLDYArESFHX8Y1i2 VBD2hYpOnhQqwX2f/VLYJsR8VKH0VZFKEE/wSb60Jvz1YvFm+lQxyk1f9Ol2 F4RRC2qp889ivH/k07nJNyQoEPLVHCYV4PxQaozeBxI8324hMTyRj48SdUu8 R0nw5d7Cr0Of83Ep2rf/k18k/GGqcehtPh4XfmlXcJwEHdoS/bzB+RiU666c c5YEmuarWba++XjHgffd42ASBDi4xuQdy8cUkbvxaddI8PrkjdMShD05Y6Bv sDOYAT3itSYs4zr8vHXtpw0RDGAGPBnfb1CHu53Nbq25wYCYyTvxYrp1WH9i i5FOJAN8PM5vz9aqw1XBlsML7zNgd+8BHptFdZgoqv0mA4Whos1z7vUURFWh zk0BNcLAbxUqYRaHmEK6iDbPhMG0Je7330jERVOa2kteCkPI5qKPOdcR03+2 J/IR9rK+rvmFWxgiJV/PXJLCD4/k7dTunCnECTX61mAFfrD7vn2nnHshdscM W/5R5weJJtOAmF2FyKaxdx9bzQ+slNWZs80LUW5hW9Pjq+KwzO4Ty0eCW6/u ltmuWeXUCrzQ2KXoWCzO6c+peWRT2OFIMbA7IiJavZ6FYWfIf33+iIGthrzL ZDALm8N9Et/0inH6ye5fI+oTESkEL8QKesSHSnFjd+XJ8QeEfgZG/KK+UtT0 8z26K0UIThw/5mLaWYoM5eUH8YkQVCc1znN+WcrJl2o886PIWaaMwypvyOGb BbjstVLOXm+M+/qGu+pac7tLsfD+XZcblUJgHGD1yk2V0PtXL/CMPhMC2659 bpVKZSh/wT1mSxvx/3W9/ipIl+GzYztWpfcKQfi1i9e8JMrwnLP+a2FC3z8c vD2/WagMLQ3nijSXk2FURHftSnsmenVqSPVWkMF+GX1z/nYm3j2zYva3KjI0 2H61XraOicUyoC5YSwa9wAbnTD0mduWbr5CpI0NSerLHYg0mtiyoy6HbU+Ci /EvKOJuF2STfxJo1IsB/MYdiMbscnwkt13yvIwJrE8Of36SV44DYl6JpNRG4 ULHvzmtSOfJJJpsoKIuAH+tsoc4AorK0Y5MeQwR+/9VcW1yP2H3fpj33mzCc rW86IdyPiJ5/bep+C4Ntfoeybxfi/XXxbV0kEVgZ/7H+yyvEczLrbcaERUDm 8vhJp0ZE+8HB14I0EZg4PT37ZQ3iMOPY/VxFKreftd6NxdHCVIhPDkx7O8pC 29Vf9UdYdEj3lEh9oFiLX10r5sqdlYK9j8cdeBNrOOfLjpUq+Ir4V+NnA1HV swKSnP7n0w1fVDsf0qDUR+e6T141Cn6LK0x9RIOjBfUTG55UI0XBasOpLBrM G3e0lUutRoYJudOkgAZtS37gp/hqlD9U4iFZRoMI94h5RdHVhH6XtpROosGb apfQ5cR4W94WVbwmxtui0n+GQYy3CvYsvUuMV3Fu/8HxlGpUjZ+6b0OMt6Lj o+1zYjxJ/jhxWWK8VF23TVnEeP7DW0V6v1EhlfT1vfiaSiybeJpgs5gKgqO2 rjGvKjF94fVPkyuo0PZXfrfK00q8t9taMxKokCbSuSm5ohJDwxVOriT0mK90 9BqNoko8zXxX3L6DClvm7dHOejLTf50KB5+ZHwwPqESD6nJ53aVcfX0nxDFV ejWXRzfy6E6acHmjxIOqti1cfvh8jUWRDZeDhn4NnJakAm3Qgv97bSUWysZ+ EBClgte+5uQ6ZiWeFD/9+NUPPuAdz3f8czwXL2v3MJ//4dbnnfG/X3wLX7SS sI+eMtP1JkdIHD36+ozur5BJHs55Cgcmr4f3LF4wDt27YpFINlbmtOj0VPOC Ovmy3JK5ORx7GXE4ik9XPAdd9KLFagN5oef/90ey8bBpT0Kglyj4snx4jx5O wOlnT9s8dgvA/G1nf/+Ky0e/rNPvSzUFOHohR8t8w1gfVz/kXzvBX3+Pn3N/ M/tVXzeeNKGnZuLq6YSI+FoanKC+oQv2Enpxz+NZHuU0sNhn35/yoho3GdOv WNXQ4O6P+Xdtn1Wj+iJvIcOnNOi+NLxBvLYahWldfqrPaTBfIe9veXk1Dvww mhRvo8Ghx76Zx4sJ/TTrQdIWgmNkAwJeD1djhNtc/pIuGqyjPdts+qkaY0uT nBa8p8EQWVomr68an0gswhsDNLjJ49Q7t6cay50zFHgI/bp6Mi39ekc1tuRp nTk0ToP3X7958b6uxt/bC//YDjHAVe9s59buak5+wIow8pejy6rR7ZpZgFwA FdRSK+FQYSXqDSyW7yDsn9Rj9TMqhL8hpv1a+IsWCVQ0Qty1+gj/ZG1N94V0 Enyerm/d/yoP5RqyFQ/foIPOpPeicCk20jL8fohG0iErNMhjlMpG4SubWlJj 6bBE8XrmTjHCnz8m+2h9Ih0ePYkdLxFi46TFh8D+VDosXPtoxRw+Nn4x19pt R4xnsVvQ/DiDjYsKFn5JuUuHoVZdUS8RNu6fN8f/Wwwdgna4PfPmYWP8NdlZ kEAH5eaoKz4Ttfh2ipYWlkKHwk1Pt58bqkWqkUCI4RM6qF4rdFZ4V4upG1mH bgUqwCtPySAW8XtmrWtSlVylAD6pGr8P7KvGydt5e/tmK4HY16u5FmOV+D3s Rd+nz4rgtdlWPP9OJX7Res/fPn8W5/xT9/MwWTuC1R9Sh0xesHBw1Taxyuuy kP47+W74p3Lsacn4+jBbCeJ0MzZf6y9HJbuLEx/ylKDy97a99MFy3Nn+3p+2 UB5edOx9vKO/DA9NWtPzjQg9XXdzf9lqJhprC5kuyVeCoofslyv8i3G4+7tL LsHV5UH+vwOKMfvLua+D9ZKc+PjpUzdUpyskYVRebNHDW4W4yv2CkbbuLJDL dhfNzsnHjD7ZuhFHech5kPQ3JSUfjTI3n4oakIZ2Q7FpaekcTA/97URxUILD EvLCvaeysbfLdKFCghLIbbOq3WGXg0sXG5sYiSnAPC/27+/Xs/ACr4bV2fN0 uPJz+ldi0SOcvWjKZCxHBkppr5epnHmELzy25QetkIKpqjseuYcScQ2lnE9p izxckOr59szhAYYuLL+/4LUiCJ85MnZWMxGFKtzX9fxShgJXI0f/joe4Ld4k 61GqMmzIDdX1KUrAS3UeAgW5MjDQWWX97lEkWsXKevyiUYFP/55A9pJg7Ehb 53Q/XAo+nVDwFTwWin5+l2hHraUgOBEeuf4NxL9FWVV+PIoQ+qG4gaXsgRrf r0hT1UU569f1K2RyuockWAm4+h9ZU4NvC5M+zg+T5NQHnYn3Ry48bGdgU4Mr fVRSF5RLQubkpFbnRA3WurvKeBK/x7bhtKOe72vQand6cOlLSRh5tyeT3FyD veajE4LdknCtVXwktrQGj65csX/7J0lY2lCuuTz13/2ThyVhL25Pre+vwf1S UguC8iX/XV+jBkc++bzssKLB55TG1T+sqvHK6sm+1TQadK2kSfjzVnPOtwlF Ppdp3sflnxsdzmRZcXlwarDj+joud2V5G5xYzuWmvQL3reZzmSV9nUdXqhq7 GB6N6RY0yE+aUhSzqMYfm3YuO3uCBu6kUJtVHsR6WPv13BVfGtDw2qZR4v8/ MLpUHxdIg0KfSEixr8bvJSqzcsNp4KAXp+NgXY3mK0qdam7SQOB7ysJZ24j1 LtMqoy2aBulZmQrPzKpRn6VWMDeVCoZ/dEIGTlfhCY1Rs8HHVLDmVdjBPF6F 6XcK32TnUuGYIJ/STY8q7COdP3SmmAqhop8H3FyrUOHw+imjciokUlty1jhV oVW7+FXhGiqUSRWek7Ktwi1VUefcBwj7uiXqlduKKgyorXUtbaJCZfCmJFpS FTLqr4XKv6GC55SwRUtcFSY+tc0400eF2Sdr/16NqcLlTfOb279QoWkwMHVb ZBVWt3wd0/tJhbPOa62ot/7dz7aOCk7NN3e2xHJZvcvk9cIrXJ749M36vB+X yycS214f4XIYn9UuTccq7C222rtVjPj+VUYml/yqwjsbGz5k0WnQR2V7bBmr wk2d4MaQp4Hk9P1ej89VyOuRP+ilQoM1w6esI3qrsOCv+uF2NRp4dGx9mv6m Cg9djhtZvZQGUXULjJ4+r0LqnGfr+cxpUJTnIH2kqArDjvw6LmJI/B6rfs9e QcyPty+29m/QJ/yfy8eSRBZVo5bew51hq2hQ/u6jerdSNQZE/6pt0KPBhuX2 WTn0anzFs22lmC4NXoS8XBFCrubkf/ksuvvg4EAVh+c0appptnO55ljt17E6 Lh+ScriTX8xlWtGE4ZlHXC7Yc/mDQXQV6n1QOW9JokHa9OPan8Tn92WqnfQU pYHaMpfJ0v4qxNta7lcZNEjZL612vqcK+Y7oOjxWpIFqVMMu444qNF1vaPlU lQYPn/mFCrZWYajyOvPPmjSYy6tTUtdchTvjS2nPhsXBo3nrlr2kSkxpPXps 229xEDfw3qL5uwJ/icxveUGWgCepD7b8Gq/ATWvataxnScC2WXVbqocqMPZ4 xNU3cyVg1H90y9X+ChxNNhqxWyoB177KbrV9W4FfmbSvfv4SIJ+5/5dUTgVW thS1LGwR58SDTpWnH5T5LA7XAkaydvNUoghjddrSL+IgGFZ3bpL4f9GudQMb xsTB53r8xtsfCT1WYr1g74Q4jET6yOh0VCBL/MO+s7/EYV+cZX9LYwVaOp9I vD0lDm9SFmcfqahA5QVvfwVcE+Lk+41lP4gcAyFI2Wt3NcUuH4dTDNrD1wvB GcXPm2UP5KPXzeBduYT/dDvWMOCgRwH+STPTeNLC/1/nQ/nBPv6Ctn1sAace 1CNL699HfxP+l2BcyekAfs559F0frh8QPUOCnc+2rlfUzcXVD9NJi0Z5YVhH slqpLhc3zrsXbazF7Q9xbu7W4rOruZylwtdWYMrlsxRTU9cdvGD0KinYQzMP R0Qjhqq38ILn1mi3HYp5uFfk5fV5G3ghoe7axpWieZzzPbdj+86FPczlnMcN 1b273oeeh01hRfEgxguqjPjrho9ykeqbqntZmRfeTv0WtkrIRYtDkU87tHnh zierCwfv5eKNPZec1Ij72fryyeSFG7no9io6XGYnA75dHijNeDuTX8GAlfMs 85uLuf3occ6cgPX8bKxymL4T4T5Tr5GNng6fmpwLGOAmn/DkuyMbyxoZwfZ3 GJx8g5nzbS/8DvPabWLj0saHxzovC4Pz6cS9Ma6ItYLeL0pjhSGu1Y7yeCfi njUblsc8FoaeZdL5zHWIY6cU7pxlCoPStWb7Jh3E4Mwvk3aNwmD35ZJQz1xE lf+PR1Cgfaead/Y9FpYupszPmE+BuD16sUIfWfinbdppwWIKHJ77OVPkPQv1 A8di43QosPrzvUpKNwt9Nfs75PUpQM7a3ErtIN7/5rXMbWMKvDo1PUB/zcKL NkspluNiQLaSUQ14xsKxbWnvtX+LQfLYuVdaTSx0MJ9bTOOjgOnV/sC3zSxs MIq+OiJCgb7Fm3TCn7PQLfXImvvyxPirPm22+8DCU0c2Rq6RpUCx6rYLRe9Y GLR8wXj3LAocohfkSnWx8OZv0ubzDAoo8SgNHGtjcT5f3NjBDS4tLLz3dpnY /m0UiN/T3BVOrkBxm/DohC0U2Gm8/MswqQLPt/RpvNtEAdFFUVNb/rJwfINB mdJGCiB1WjzzBwv3Vd3avMecAid+uCjTxlj4xCTL/q4qBcz1bivbDLGw8Y0P 4+cSCoy3vlt+dZiFw0dN63fpUiDm5OJN7C8spAjRzhevocB6xmlnnhEWasR0 LJc3o8BodpW3HqGndxn9NNMwoHDy/2fiJZaaxWoKLOQwX+I+odocLmfL0PqP JXHZOaK0QiGSyzTSgQe1YYhPPRLTKweEITfm87f8JsRLJfe/5owJw/Pc5kUm zxBNhe9pJ/4RhpGGfMeWekSS9e2TNwVFQPx99G17NiImXisMpIqA+i//p4PV xHhxAe4eC7j5nD6Q+u2kNpcXdTeeO2fA5faz38jBZlxufPIwrCyeDqLz3h5p V2Oj0cVzChGEvy8GqGK5iI05e6wz9jymA2XPg1eNBKsu0zLUyCXY+0KIuTob 7woLN/0uooP4TefVVQR/V3pK+/uQBiU7Dn1/nV+Nn+p7jzqmE/6M6c2mNoK7 vH42VWbTQHZlaeo/9exbVKiaC4powFbvC3hDcE2j6uVQpIGXkpj9P/sTzIj7 ccuZNKg2lqM5EvrwHPn5siSCXzhSZR2eVqNhAH/NLOL1784KzrGvrsapvyts ggn+EvVnoR2T+IK83T7/IPhPwZjWnoJqzvpz5Mj8tMyiHLyZH+3RkUXosf+/ kIvVFg64uJsX3kUEmc5ry8MHb4r0o/t4weeXskFuQx76ODOKRT7zgpRr8TIT zMODNoue7Wnihd74iI1mlXlod4hmnvuGF5QMDj9OYObhlvOTVaIfeMH29Rba dFEeZm+5mChtysPJ3/7X+sQDXq/Tai5dzObkYz9PVskVXJKDUnD7nu4NHo4+ n7n+V/W8+9bcLFQqEUjL+8oD/9fVd8dT/f3xm9ce9157EylRGkQlp5JQSSQj QiR7R0SkSJEoNKTMyM7er+vi3ktpiJJQpDJbihL5vb998vb7/f58Ps55r/M+ 53Wer3nQX/3pAc5vbIt2BXGILe/n9CmvLC2M7xzkqVt4ifGpv9uJRSvORyd1 uevyvmD7e5Ls9gtmxH/1VFrhily3oaAy8V+8Yisevxb3NNHmc24r7g9IP6Bh xHOwBce/FdlO7tRZxofnuu4Gr17GD55kdJQKL2PeHJ8fH5lb4H0JOcrrKz+6 cIXr+TG2FqB23NVdg+3/enMyvdsxfnD3/Zq5jzICiPn4pgEJbL8OZaqpyNYQ QE1PDIdnFqhgJann7bBPAIVusfvYhfEHTc2nq2UcBZB2TsBk8S8qHk/iMMEe O7VYBYm+wWpyi2xIhxalZyJeBVmj/rUQzYqutYz/yH+B/e/hobBT4ix4/qlS nRybMLZ/GmTGacm6lQNX5MqeHh9RdDbvKs92+XboV0otyfpGRlW2RNvKo3QY vygyF/tVBPffLvnTTedcd5ftbQGDeJOPpCAR9KCGsGWNMxUuR5tc3VkkgvOT R6yMU8eb+JD0nq74VG7qv/gnPhQyzHcqcA0VVmsEX7izTxyPF1yq99/G4mlT N0oBKTdTqwxvGbx9cJfIF6ZZCdwfvOSPTj0zwzm+qh6EpdYZNkiQEUffdvPk 4lqwKPMBe1syHr9HV39n0Ocjg+fbfhW2dN45L4z7i5fqax29d//H3YAqiDZr 4j+gIom3/1efWRKZf7ELIltW4fPfRIATvvqWg72ygKd9vii+Ppbqd4Yl5PIW j5dB9O3LNbIHZfD2cW3u5DRJQdzfvJTPc+/kap/A+FLQGMpLu4bxw0KXhNUL b4pwezutejzeWLoQBOhPfz5MEcDtZwPvXGnyxtKI2jQRmMQoApa//0sanU6Y 2HuhrgBA/LMzW4Q03v+/+tqyqPxIC/PG7hJoc1Tn7xuXweMzpH8Hig7l8qH5 +87FOcH3wccg8nOmOR9i73V5+C4pD07nnxhOypJCCdulPnYeuA9Ffsqpx8/K oOayM+uS7+fBUn3YL7muGTYC+VDN1mykwyOJ+6OWxrNt5MCg7vZ0kHp+9Y7H ogz6lq+r9+zMHfz6Swf99hsU3ILSX5dW3VaTxevBOJlJPFH4KY6uM/28ys24 DJQYv6GV2hJ4/garoD9Ny1wGHX7dtGffpWS8njr35EPXzZRIMNDyNBeMk8b9 XcNP3wr0YfNRY/OPp5PDQfh8XNkxmTe58hxwkl5856yXwuNLlsb3c6VCVeeY B15vW0eizqFZgAYq0sqhzXwktC/wkGPnRhpUdQv5zouS0HfOCj2fDTTYGcfi vFmBhFJTySvJ62nweNcXaz9VEtq11p+jah0NrH8PHCjSJKFxSteo5VoafCh7 qDeKSOiq2YaO36o0+Gzmqm9jR/rnb6HBViaOo0/7RVCO8wx/AV8LBP3K4xHb zY6m4tw5D3LWweKUguoVK3YUIPvEZ4GrDi4M395H8GJHvx9seHWfpw4EXop4 hkWyo3N6KTsO89WBVKt2qqgTO1pxfuTZB906uLyuq/uwDzu6qXAy6cUG7H63 3PhTQtmRQDO7BU2pDnwIrAY9Mewoyi5FvEqsDoiNTiFvctnROiHpVbdma2GN VaJH2w52dFv9x5/3o7XASHUxUDrEjojjR9d1vqiF44O6ilHO7Cg6i2FX0VoL LPKiTO9PsaN5mw0JqWW1kO746bVeLDvyFblNiUyvxeWhhSvl9OvhWty/mEmc iPoSWgfPVbcGJR8j4PnypYSwNUbl7DhebcV5vXEzK7LJat37OqMKrtJr9zJh uOeGWz01vQp6A+rncwmCaH+yw20NjVIY272RYJdPRDJ/528bpI6Hx3/D+EJl SZ+mZ1kbhPTMPVUuIKKWJj7V1ow2sKKcJNuWElFXJ5KXTGwDrYIv5lcrieht v7+IX0QbiKa436DXEdHniXs87d5tMBPxoW8e2+8X5l4xydm1wZPzJ90agojo /aQt74lTbdB6KzT2dwimDyvc0Sn2b4Pa0nOFW84QUa7loNcPrzYopl3qDD5L RDHxMunb3Nogsz/xU815InJpPfrs3PE2uP7thsDPC0RkOHeH5aF9G8gH22xm ziKi/hRJqWcP2oB9o5ge+X/1j85zo1d3MP4z+dxE6ToRcfv9chyKbYPH967Y bk4kogy70Qtj2PuU2e91M4wlIq39Lwv+Z99ZLTRt7OlLRIu9PV03fdqgUnqg 8NVJIio2Z4k292yDHcp0bn3s/W271moTsffrVH/gUoa9P++BI5OPnLHx2pJK kzmH8a+HF+7GOLbB+11RirHY+7oaVJjq2bfh//vLTNkjhbc1EPuSINi2ghkR vjR1W89WACXpc3LmJmZ0uDooLv5PBfw42CsZsZsZ5Z5R16OyVwLd4nCb728m 9KPsh6GLbgU8FTXeavKdCTG5TUqZJFTA/tWbhlf+YUJ7zL/SKWEV0L5F4uIC BzOKRzN+690rQH8fk3o3kRn1rPktnWlZASGVrzsCtgih3fn6QQ/fMUDYc/XB q9pCSOO7VrjiIAMeKAa9LNESQkrb11wI62XAvv5W287NQkg4RvrKiy4GjF4j jYxj+h6hS+D6uk4GTAnuETglj+l7yeuNr9EYkCvS5lCqJITIgaSqTjoDHKR2 VYyuFkInDk9Lc7YzQEqhmSC/VgjVa3ZH7exgwAtlXSurDUJIQLRyKvQhAxLV GgsSsfs7ziabVz9iQJw6f/unD/xo7IRP20bRZlhfxrY1ZJ4fVebXb/Ff2Qzu izI5HUYCeL3TpXrCulkZJ+1WN8N3w0OGgi5ceL26EvKfVR4WXEgkgJjHXrlc 77xmK1dPtUA9nHs5zJyLCMjErFZiSKcexkxL6Lf2EdD+Cd8Znq31cODx6cvx lgRkdE6lS1OrHioNDcwinQjIQPJdkYNGPSRc47PoiiGgDX/5Rz10z7WAzUZs /RuadjT11sLMaRW/gm3siKUirft0Qy2ILiQozmHy7prM2KAWJh+0z8y+MDjA /r/zm8Z+nKsF60Xbi9ct2VHFdPh02QmsvfXKVXc3LnQ4tna/ydMGULNl0KVu cqGjnbEXLpIbQabwSu28GhcKjvBZ0zPXCG9eu3QsHODC8yf/xjdqciFn6Hnd xbV0ngEnehHME/+yqRHsMioXLZW48Pjsw0rjh1jL2dCieGNhdnkN6GTf2V3i yobWSEZt6meuhenSk5KFPmzo7UFtaZe5Gshv3Pc1L4gNJcdMsX//VgP2HSvo OWfYkBFkfAqfqIGHt8bmZePY8PhP9Tc3quZvLOOUFQY+r3KW8e8Ts6urypZx g00sCjvJhtY6PnpWyFMLjRePP6GfYkMqO+WnlbD3aazSPUoKZUMr5QOF7s7U QNM78SmbcDa0gumhhthkDUj80rnMNUFAOpmWGuqL9bChuPXUj2kCSr06+t59 oh6MHPc6Dc0T0K/IUym5L+vBQazrQCc7B7L059zzrqUegjstt9byc6Aqxxuz MqX1/+IbOVCl3coO4cl62M0SNvHHmgMxv4r2q9NrgPH4+HfnSzkQXcBxKGKs /p/9nQO9oqZ3N4c2QJlQz9VmLY5/9VkacPtStWdUSOVcBbDcdG3p5WTD9aWV jfryUzfJ+HlTf+lGEcZ/bx1LuPSGDgX04lsGmL735ZutkpJhK3zleyxtg8m/ pXzjpXzxmZVRQhe1WkHojYvtDzk+PJ/vK/utDQ9ZCCjN9o1VUUQd3F/YNT6x mYCm1ry8NdeF7W95txsvHOZCM+tJTofKavH5Eybh3liuVgsagS+3CF/hwvcr 5kHVKLdnXGiTWa7y3Kk6OOblOKrygQXXr0pKRwXfprHg/NLkym/Z7BBOPF/v P38xJ+KOyZjP0a2HJ7yCfJ8xfaVzbR85x4T63/l37fyoZkVDhIwmFVaMsqU/ FBDA6xssnY9nkJeeWKjaDGlBZx++OMH3j483A4UjdHpfPjde/7uF/XyFawQ3 8rv2KufH8SYQ2lHwZE0IF9pve397sS5AH8P/N+UcF7o3e+WEriZAusk25cOX uRDT1cCEp6oAx3vZzCZSuJCVqm2twwqANfadZyLSuVA5bdfwN3EA1iyyqnYs F6oUUyRKnQC4fNABphO4kC8lY7blEIAYU4lpMXa9movsoPtOgMzi+fcut7nQ mEBaK1kdsPVuFLwikwtlV0sU1EtjuLKazmzKgYLnVI7udFqeXwtKle8dc+vh BDV8Tc9aDlweLdkzFbwd6lV1akGFQKibzGRD90/VxyQfroWsKS392nw2lG7h JzFmVQuSPe5dUdj6u665unCbbS1c9CPUGnexoS9/5e2/+LQpNuRhFaYqSaiF QRZj+T/+XGjW7lX6sBaAyU7FK12nuJCfPe9lbRUA6tm5+XthXGjKXjc4QRJg U/NTt9ORXMjFwe/4R16AXKbc3gMXuNCIQ87B7X+awHiDeLmxICdyrFAfO+bZ AMoLokeotRxIZErOsqK9AWJ/P418cIIDJQhZ072oDZD1SCw2ypsD/ckyudTW 1gD1afbXrII4kMfGPfulsP7dXnmpauH/W386gv7YfjAfxDdseYEDvROLFIse a4AEldcyv89zoB0PHN7sftsAigN5R9IiOdBdwx332F82QO2VwBu6/xvfITnP ts4GuHQinOfBfm70y+Nekkw0wPQBinl+9/J67tDkT/VIIaN13e26pGY6zLwd OHmbhYzkvSlyuYs0UIbzcVOdRESCT+dDPZvx9VlbcXUj64ZmYDTN3mobI+L1 KwNYx4LpNF6kEbh2MfJ1NXz5WHX6zW9evF5UegND0EWIiNdPWBRxVxvbj8lv b62QLSzL8QHN5noiVKMKEDO+2uh0hxXt81ytbD5WDkVsyZKPzrOig9bs1a8o 5ZDbaFLZivEzhmdEzQBHK7ys1Gl518OL0l+69L3C/p8n42FHdBMBbVIpUbZ7 XAP+SSlXpd3J6Jt5fLzuEB2YhU0Tin3IiP8B2dx+kA5XkvnidQPJSIX3puTZ 13SQEmmPfXqajPRPyAxn9NIhP+X8RYezZHSMmpVH7aHD3puv5R1Ml+WdO++G XR7Wyzg2PMYp6NgyLvg2GBXptow7jmvkXvZbxrsk7zTXumL4gIpaPSYvZfJv st31ICPegBc5X1/R4ZdW8p7z3mREuREps6qbDt30hEuu2PUBjWuvH31Mh+LD cZ3GJ8lo1XCfQDKDDs5iqmO8B0RQwPncn92SVPjMm13N8ZOEfLqmZJK21ELV twKbe59JSCHVQ8NXrhZ018QfN94ogz4lCT7voTHw85Oeukg7KE4woNi75Mh6 Nxm8npuXjsrnLbHSSN9pPprpHh3m4vO8ttyRxr/nP31dGsWEyrv3qzGgwVUk 3YyXhCpPK8/oYPqa3bPTRAUSCXVXy3vwYvoXi/ZQ5BdMn5uelhzuU6JBTrr+ 9yZpEiKpi1jel6WBAWfh8csrSGi9h+DjIHEaTHgTXx5ZTUImedx6+mQanFth 3aG9TxgJfvmTIOVIA/Wfshc1P8qiVzvzNAZ/0GCzxSbOPzqyKILNMmzHizYQ v/4rT99YFo/3X9LfWzewPXd0osFv2dDL320EkZF8v8lRsVY4dt/w/fgxQWQ+ 9NicSmqF9g2iOkMugsg+o9l6JV8rqDeMJL30EkQeDhV2l7D5eH132WRngCAK ks91+sTcCiPGh62E9wji+e1L8UblvfyVXdh+oCdykGCgI4FWHSsuonFQQThX 4IS8kwTe/791I4HKw/7kKltRoSi9W/aznSxazaZ1u4uLCralziudo2T/v/ML ZRG33NWDPUepINfKeaQUG69B3QTD/B/NcMhp1Pm4FgmPJ+PRt37jyy+F24f+ +89SaMH0qh/rLQo4o8UyOosgbi9asq8UOGhdMi1vBNsQl+3vP4gh5qZ198/f BHBwYLDdJojj+Tk9ZV2iljwyyEa7sJaOtTOznPGSVZHB25VOJbB8spdFpb3x 3oLNDZDyVm6HwgVZ/HlL32PGe6PB+ATGJzfZWIqNiCCT7OpWEsbfluxpPwQu jcbr18LNjJAM7xQJ9PLb7Ox7pgYgs0u0TpRK4PHJrVbHNvzikULfXV9Q2UZq 8O/19S+nrdOshQ7VEQsyFyuiWDJUamyqwO6esrGDFStyD1Gz4bxaCbOHlaWS k8QQfeUIk7dJJV7v/eDsh+y25kpolkryEeCVQWfY0uIf7qmBCK2ELp01Mri9 fal+hpF36qqJb9VweVs5On5CFrePLX3v/vmXH4LPVuH1OPo0aO97XpSBW8/G DPpFYdR39ougB6ZfWde8nD1QKbzsn1MPMpEfEEK//VOMzu0uA55Kt3D9QSGc zwhbTDEeV0ogX3rZk3OeFfj5Y7xRng0eY5j+d3obyXpEAr/fs7okykNuCbS3 jydRakMZdO+44tpBlMDvtzR+LrW3blx49wAMC7Mib1ixoJvKz1bkfijAz58V 2id4d+pZIW5vHEhes6ZkVSGoOZmEqW4TRQS+NZzVg6Vgd9L4O91RFM+XWhpf rZu2WzZcLoA62HAy76c08h+sbK6TewBQdbDVBptfS/2XxtcyJ2XW78gD+Bp2 zD9UXRavhxL+7d66GFECkqcIh62BHNg0kRTpJ0fA66Hg+T9JhV3WI9lwpdri xv4qCST/c30kk1Y+Pl7xipPCAWoFEMw02sP+XgK39xXVnDlz+JE4nr8oQzY5 cZskgd9/NCVE5etPSdQ9Ztno8jIbQjOehQuvkMLbl8bTckVaksnvHFyevs5c 68eyLxvQ1h8/1BRIKCqcbezY50zcXvb0zOz6mrdZsOj/qyXclIQ/n2/a/7Wa PxEJhI3PrSenwbv3Sjc+BxJx++HmFamzq2xE0ZrdgRHcSZn4eZqiPBfycghZ 4HtWMSL7uih+P+/OvPOLJSKoerrN3kDvNmSRVpm5tYjg91taj+Vb+2v11NPx /xfc8bySzLgJvdcOOR7SJaCjH7adcFOKxfVdbm8F53VJccvnGb/OfMc2HQNM HwXX9rwmo48Nc8WLStfx/JXBkzY1jd9vwMVTd89c4RXC89uyf7Ylnl5LRhGH E1YU3YgDnjrSIxENMl7f8eRq6UvMWRKIMbaZp7frOgxxixcYtkng12+N3elm eU8St2c+PGZ9UH5SEr9+6f+s7RGhhiclQnGmxY6mZ9J4+9L/6t4o8310dzy+ ntt9pxazMYWmj/v88DFbURQqVhyxyjscH+8bNXwX7J3Ogs2W6prgm6L48x30 iF966sTQhGfYgvIxGp4PaXDkktRHp1YcFxi+od+3WMb8Wpv8PYyWsc/KizLr dJbxc6HB9q/rlrEG68aTFQqtYFGQJX0Vw263XFU2H28FZz8q2fO2IOoNzbnb fqwVTmoPcRncE0T6dkNCNvatcB77GytKsf1sh/SlT7atcI0uM7NQK4jkFa0W I460Qma8zmRviyCKJyQHkK1awXrtIHflBUFUyb7FUM+yFU5Yai7IDmH6oY/Z PY24Voh++FJU/ScZ9zfJl8k3yvaR0Wmb3sBh11Yob75rPc3FjedXe4y4XBCc wfSdhFqC361GKOT2I8f8ZEHKi3fOPdtaDIEnDiGDNyzIvjg1RORDEbwfrJRq lWXH+en2hDJZDSI7Kqq4zNavVIPHxz6rS8sf9a0A/fujBZs6mXF915P5ZJYU abm+mnX0EJVFYhnv4TEeHpVfxpsS6pifrF7G8sLK8pXrl7GHqnoYVUAIVTqZ H5orZABd7LbBAez+h6XGhJRyGaDAzinULySEZp+H9hzIYMCZr/5vXESF0I1Y wZSQVAa8GniT/0NcCGnvyj6ck8yAL6FiOjJyQuiSLElfsI0B4hfXgbKeCLo8 +frVwyw6rM89XXDKWuT/5WtHRBB1npEKNDrI9u03XMwVQWmR535ar2Dg54fO dXcfUeNlwJqItWWzMUv5oQzILeZduylOCMnNsYt1HWn7z94Vzoc8/aZIPabN oEZ1/5MuTkQPnzVOlFpRQD1LSXPdaiLON5b8iYOBZ/efu0QBF7OGT65+RPSr QcaK5z0F909emggvbxmkgIPOp+3nDhDxehfRatMzM0+40H96RBP4x4ramvzm ws+L+E88ciNFO9ONzRoAcoXTzSdDCOhR0GT2toR6sIX15aZRBCTm0PXq0IV6 uNXlnb0ugYAcjWr4Pc/Uw8v3Rcm8qQRUsvHOrqiT9fDIjKVY6yoB3btxde5P cT18jhIJ/p5CQIzhy5PKd+qBVKOiV4r1H1e9OGhyuR40xrcLeKQTEG/Q+afB ofX/9CkCWv+AIzHJqh4/X+rqcNxtFdNaGHB9Yyq8lh3XZ5fqg0g+1dTypFTC gv66Vl15XuQQsz58proKP1+sJPEq8J2vAiMWLr2bn3nweOxvNoHbq1KY8Hq7 JbZvJeWKl7HHUaNfF9uW8abe8f31x5iQ1O+Gk++GMf1rV0z0I2cmZOm/V0Gl sxyUS5RgwI0JJU28euxTXQ5br7E262/lwvdfpz2i1B+/ORHT3uFntp9KIffB L413DznQ0Mt9VTNCRXC6YGKB3MOB78cZe95WuP+QQZFMnavMxgMgb49l2UoR PvTpmqSWPVczBB1ZAX0kPvQ2eGcnC0czOEcoZKcIEBBB+vT0id910Bgwmr1T nIBctpA/m07WgZBrcc4nBQLqsCgY1xmoA3fbgHu3VAlI9eSuD6se1wH14JZc fU0Cir/6eoiMsQmfb3c7qs35kXnFM/iRRYW8S6XENBt+5J6brGeQToU3Cs2W kY78KOKWVfut21QQrX9294QbP0q5LG08dYMKxmbDH/b58qOCiKEu3WQq7ODM +rolih/Fjl3W0KRg/PvMj4g7Mfyo+9A6b5EaKixO7xFkieNH0pSneTMlVBh0 vXX3+BV+dGKN3/CLXCq8FykV08zh/2f/ocKq7izFQSt+lLOwvUX7Hna9XcHN M8f5EbFnLE4+hwovJsr4ZbHnhxYmHebKxvSDoLpzEMqPRs/pyn3NpMI5VupP O+z5ZkfGx3ozqP/mHy+SSqlhGcfW55E8FU/ZAnbcv6tUO8c4R1nGn9s7FDGG g+PavlsR+yaW8SVlvU9cl9mRZzNBYu+xOnjZocLrFc+O7K/vypbaVweKXkSV rivsyMwzYu0njTrwJf7co5nIjvR3NdaAbB2wE52Vvd348PjvJflBZb+ZUTjc DDt25N2in+DGz4M5fTVptVvwMq58F1HDG7uMP2/y3FNyexmvjrZ6cbB4GS/J g7ivYc7lrMvYuUG76e7ssryoSA4q6f24jFm8K9OJvcv4oMF0ohEDYNc2/8MK ptzIPPejj7sKBXbuk2BNseFGGlKEJHdlCuywaS7hwt5fOFGx2l2RAsjDxSbM lxv9YN/V5y6P4VABrq+nudGLEIcFdxkKDHe+dXA6xo0iss4+iNtMgQ/UpLQV rtyoI9PvTfx6CkxUG7wa9uZGQpmOfIlrsO8tnBfKDORGRzMObb2mRIHvGaUm DmHc6H76btdkWQqcW11wsLmEGxm2xee1Y9/LISjlMp/Ljetf/403N9o6UbNn 10MAHte4a8mnhNDLJL7jgYMMPH7u93Upqkk3A04oEkcWTgihx3/9FwzgoT2I 5L1ERvG/XtewPqBDf+bLZDVeUaT+iC/ucia2v/UIO3AJi+L73X/yXhSd2Dmk b9rHgMoHoYuaQ2SUc/Kb8ws5BtDYJTO9W8gocUQPDPUZQLl4ir7iERntZVzm 3LCLAXV8LyZfdpMRofDFQYzFQXniRlLcABlRrsimsugw/ovvGSGjBy79J3SU GPh5LQdMMx+E5NFA8GLiW/9hMWR31XLbVCENvi2MqQcIklBq1QfW5setwBJ1 R1xsQhCP11iKp1EM/KLczdoCAccqusJNBRHze1lFnaAWeJPG6nI/XAj3Z2wo vVG7LlsI8dseeiia3gSduvKmoRhWaXAcF8togrC5Tw7HnrEgzchKc5bWClBb J2F/7zsLWjPWKavxuwIKA9w/TRuzIOugyacKByohSmbv9s0EIl4/dJuhj8tG ESL6YdHQeeVYORSG1su9UCeiWmHru6TKcrAbffd6WJEZWe/zYM0tK4Etvzdd Ld7BjKgv3Mx/cJQCh6R6VZQ2M66/LcVnTm7rfbHiWBlUO10YEaogoefPZlZ+ T6OBS+5hN9OPAv/qs1CBzGsayDUsgFxLF/RX/6DCb5KK6+IvVuTatfPJ//I9 c84opEfwsyFamKfidHYVfC9+UEAKYUNnxA/eXGlQifuXlW9sgUzNixDYq0Ze 4CGg83/p90VocbpglUkhIrMdWTs4XrRB28f7mvx0IgqjFz5P7GkDmtsjckgn EeXtrzouhWHG1Kcv758TUddzmL3X3QbtPsTHB/uIaMGq/eJ6DBd6BpWPrhdH 71z2z2/ZSYdID2ebEl8SotE4BMUPtgGlmlJfEk/C88GX8hEY+Sd6A13aYG5d 8Sb6GiEkPF4ucae3FT6s8mV+5SaI+vxmiYzrLZBkYly086Qgng/+X70vQTQp UzftlN8CHw9L79iiJYh8Jx1WqG2igmmOrFWTHMa3V1qurSJRcX3nSKWJ+S0x Kuir0fbybxDE8z+X9GdXLhXq5opK6NqauUk2ieUf/60ENlqv/46bLCi8ucO4 ckcZfDnBVLXPiwXdWvfxVfjcA+BOILj+DGb55/8ow8+HFZ1KCc5kYcDKG+6s XFlkJBkj0O27mgGp9DeDggVkpD+24dDblQwQnDWrEysnI1+jw93Gigw4v5KR LFdPRrcLgg81yjPgl/k231XYemXwpnWvkWVA4ZPOAxGD5H/+HQb8oAmuU6ST cb7oo/fsp1EmGSmHp85krMLkx6kjbfXZZDRgEKA+jV1/r+B9omouGV0j7XfT E2XAzjfeR9Puk5Fhv1J2Mj8DBkhzKvyFZLSY82fgAzvGb99n+lsZC+P5JJY+ EhaWjWI4/mVyVHF4ZDl+rWxDrhbwk/D4tqXz5YfcOqbn05tB+OonQV0ZCXw/ OqJh1+HVK477c5fyvflkkj435TSDB8PqzpyuLN6fW+dzyKU5Gbz/UvxNJa01 5/4kBT+v/uK+6pPPWzA+Op/7rpYhicvjjp8/2amRkjh/XYrvCXz3RknhUBP+ /Ep/RuLYj3ogOKQXJ+6Qxe1bj5w/c7LOy+D+qqXnXxkJPBl2vg7n86NjPobV /dVwmnjkUd8zEdw+VQ35YmtiRfB486X3Pd7Rq5lHq4a1N4Wbts5L4v19vShn zmLtS/2v/X1fMXTQ5LLmd/MKSLwQkuFyRgy3J/10mbCd3iyG882+gI1Cs/Ky eLvq6yYX/X4ZvH3p/UVbb71Ru1uOv89bxWGmJ1JZENcq8Yo8IInbJyYEbz1W vS6J1++Y/By2xVlfGq+3cdE0X0bFjQO315AeMXsK8XKgJlRzz5E5H9oNnvJN aHKgEhFZ84v5+VAm0df/WFwCafWrzHJztePzhTWBn2P0Kab/5Q9Em/FK4OdD /7e/SaC4A7mnAlE7vBea+9NjREJxTKeNvofRYFT2+1YFExK6M2KlJuxPgwmV T6e8zEmolKElqOlCg08ao5V11iRELRSdPmxLg69o+BvBnoR6EmZ6gkxpMMJz g9O4XhBdfEucb7reCrLZxxlWZQKofnLCQaibitfHlnMqVl//lQr21MDRR/UC //SjJf4ngI6fOjv9/CEVotMD1tr5MSPbT72bDr+ugFlRVZ1CZhYk+SXvschw BX4eWNv7k0UjSQx4B1P1z1uE/ulvDEyfHLw6u5cd0d+smFmfcR5YC2aYeD+x oci/4x+Jx5ucKhq1OCARDfnNYtV27Lwof7ym6Lt2MxzzOev+SJwXXa9jJbZp NIOE7Lis9lpedP6ScUDy+mbo6jTtztnJi3ytb748rtYMl0LrY0gWvOioysgW zdXNsHONok64Oy8ymlt7h6DUDPpMD2+OivAiSacTbvozFLhz91JWDQsveuT9 +mKYVjN0RtfbCvLxIv3tP2Ub1jbDvOekqIsoLwJe4ao5xWZYYy7dBZh+pf16 /T5tyWaw2mYcJ6rKi8ruGw8HEZshZkW4vrcmL1I95X6qCtNHxnWC/ZQ6hBBj 987xIynt8GBgkT8a/nd+xZ2Xr0Lb4WvJNn6RNiF09G342HhgO2yIDOa7h/Xf quDw+7dPO/gdquLVfCqExJ128vG5t0P5ymkeWo8QmslZIStzvB2mf67jOYyN f/dHtvXr7NqhUWhIUdVoOf7qakZ2spHtMj6x1oXg6rOMt9WvCbpwbhlrD1wI A1l+RJ1mE86+gO1HvaovjFT50Wzb4+rOaCq4P3+29oUWP1K9ccN6NgrTHx4H XnDYzY8c3I4tyGH4drvk28mD/Oj6NtV0o/NUuOX3jD0Cw0/ruOpyMf1ix+HT u1LM+NEX+6QEq1QqjGornS3E9CtBDtkTPJh+dEX6SRPVgh+pF93XaYynggZz 8Hwvpt+YmG0S8o5Z8o/woz6jTWP7famQLextekWBF+U5rmbiPtAMxmPSs7Mb eZF8jXlCM6a//Gx4lGq/mxfd4o2UCz7cDJkJp1H7YV5EdiguVbduhn1OKu/X u/CiuMo+NGrbjNfTdOANmq/A/n/I48uPEHb/705829/vx+S56HbPhfW8KDAq lMNhbzMctf/EV7eDF/3KmXjab9AMB+7fKQ48yItO06xvWepj+sk34wMbHXjR nw/tjt27moHRwilrF8uL+/M/BcfMmCSx4uvBrsDI1yucFbE3+3qss44C1oDr hIYoVjRWRQ6RFjkHHtYVuRLAicezqmeyij+mkFH+witPF4z/Gg8RJ7NpZNQk JzethvFdDzk5OI3x465dzqemNRlw0W7tVdMuMnrvXLhQo/6Pv0+JIS/HkN0a FBrY5DujAElx/LwAxX/1sM5UNJ9rfdaK25NvjikbvZNqA0FZjkfOTiQ8Xi/W u7uxpJKI5D37ij4/bIMrAwbuI/eJSCFd6mP//+L3T7Uao2Iieh1cfvt/eIGM NtwuI6JrZkam/8MbS+qFf1YR0T61IY7/YTejzb/M6omIjeNU4//i/dPfl/WX ABE1vuX3/x9+JnHD7OcnZhTwPeHY1hUPcPtc2XudRvNHpRD2lrRrkcGM7vyV v6V4fP/JIZ7XlLMP4MgbLz99XwGksSc6iM2sBbZVMfTSQgVQYlXw3vO7W0D6 soLo9wsCaErJU5ZNqwX+OIaOGV0TQIbJ9tPnVFpgcMuL+ow7AiiH7RCdVboF hLs8xN5yCqI7l2+5bhFpgb1RqnF7I8SR7JpDc4W9S/Y0ccSu7993M54O3D9r zPVSxHH+Y1tjYnnOShyvH7i3dr+dhb44uqx/dee0Mx1YxGNzFneJ4vsJrWlT pI61NOL8m89Fh8P58bVxb4VRUN2Q2vwKOkgXfuUcYRLB2//738LI7tinTDEt OvheOVXLGJZCDQpb9yZE0WCdX6bpkLA0+k+u0/D4ZjPiR/3WShoksrEQ7blk cT78Y4Pr5qAESRQ8sm2Hhn4rzkc2+J9oD3zYAs+Z77Ncb5LE+VXBvNiUR5IM snlqs4e1uhUiXZ/E+bfK4PXNlvbzjXYxc+pfWuHTbYGPmh8lEPemewPpK1vg gm960xczbL8NKEu+p0aFUi2rnmIkjTw/75dXC6bi76sUenM7Kw8Vj0e+HiF6 o7aFCgfP3jjo4iaNx89nOjmjSG9ZZJTnrcyrSAXm7HB9wnW+f/7fZphh9jD9 mCKFLvHmT6/C5EUkEvlFOCSF1986mxqxOXpSErVdsUplbKWAVbWFnMuoJKri XWHZt4kCP5h0reToAmjgoExewHADUKn3hAK8BZC/CK9TulUD7v8AJvXyue9N wFHutOnXVjF0m5vDdtK2EXayy5ewhYjh+uOS/2CmihjbPtMEWyfCeFQdpNHi Ql9vsk0j+B2ukRu5I433jw9/PkcIwPhTnPOsPnMjzLvMnCwtYkfJFXl7LDhq 4cu1creOK6Lo3cWqG2xK9Xg8/eDxhlxWqQYopm3dJ+MugfPFJX9zbVCSpkVg PSSq9O70mhBH5nR5tdNttaBRq99RpSiB239U1jaQT1ZJIfcvRYfi5OohYafo ZckYKbx96X/p31yznircAIcGix/O6Ioj/3XWpryx1fB2n5BONI84nh+5FC8u ecY9/PutGnw8KAaWnPxZ1ZC7Y76uBhuPh6xhpd+5qyDek4vy4q40fj0p/dqz yP2yyH0hLo3zViXuz5O0Lgrafq8cGBsufnmfLITbK5e+t9j2j5T3aYxfysuu 8XgojrcPxbqd+4F93/FMHmP2J+XAvTga0Il935I+vvR9YlleKxuoFbh8knU7 Rpth3IfzH8FFdT0Lzjev/Ni26LVWCOWuXen4k1iK21dcQwWMAl+X4v6zElm2 vjLhUtByiby8J0EEvcpO8XI0KoInKO5WU48Inn+Q+DCVX81OHHns7+9k+VLy Tz8QRzs1IsQZzsWgZ+Wf37VdHO+/NL5sHwvR7vRSoL3xtbR3kER82sGfY4uL gfntJs4FFUncPru03vODV9uPcBfj/PtDBm1GLqAUnBff0377SOL31wncDDVt 0vj+tfT/tnQTCbTGUvhjkjqWPcmOvP/KgxwgFitFX3tGQgM60Z9Pm+WC5rkC hZWpJNwfunR+gMWh4JmpjHt4PTa/wD9vkhzvg+HvnKBn70h4PcH7AzK1698J o/urNxZ59uf9u14YPegNY6eX50J6f5bYpVphvP9SvgrlNLtuZVQ+WKh2nRzl EEOnaLUjFRy5+Hr54jsoSRzIwfWbTnadF5sq8+Bir+SDd4pi+P2W5lOn+m29 eZM80L2v3mDLI4H2Du/a/JaSA1GnA64+dZHC+weUSz0Nk5NCLbJKBTNvcvD4 G29tnrRktVw4lzYSVWYng/dfqucz8OlExmuFDFhnuC9ZUI2I+y8dBZ647L8o hDrbiOez/tyFJybTIVKHhHD/7NJ8e7VKTe15/B2c33NYHp3oF8qEHFK/Qlqq EJ4fgqQ+B98PFcHvz+5gNtqPzTf7hCx/lX0Z+Hy7ssfZ2TjsLqzw5qwfxtb3 0vVL8+3552vCNjczYT6qIiVaVRrZ5M0USHjdxdcP+xoP3wtCabg8H8xQFlR2 z4DgtfaOTIbS+P08afL1elRB1PxHW2HCIgnPb7OMZ6W4WlzH4wssdQPbP9te g499BbumJ0m4P/Xc9MS9GlYRFBphRw90uLY8P5Kk7810xEPH0IpoyidhPP/F kbYnoVNDBK/3uDRfiOLJfwT5kiEmTWdxilMMJaVZjgy0JuDzRaFmRbt8Wxw+ X5wcn9W7CCcBh1sGs9dKMfz+S/PFuT9OegUhGXw2Cmj4vJRE48/Fn9OEYyFm Q2O/oagM3v+4ZFOUegQJXUKBfR/GT+LrgytHsCvMIwK8tV6fvpMvhJiHrwXJ clrj/3elkGv+lLsPDAe/flfQJYTXowsrf81BlRPH8YJF3OBNVUnktrNTWdHb D4z6fksG2kvi+vOSPDhs9evhb9tTsDsr1MRqFQntIhBKBoxpIBgiHqG6joRW yrexpeyhwWuTqpJFDez9tp23NkY0uKds9qZrGwlNHt5VStCmge+fz/z3dpHQ E18WAqynwVt37b4iSWGc/xC13b/56AojrVphEW2Jdqj9fVkX1gmjS1eu2Cmx t0OkfNDuVnl2dCmZ7dJZnRpYzVYjedOEHdl8bqAmRdQAQanvZocQNp8t4t68 OsqAhGBWTqEVy/rr3/GRFEJV5vb63u4MGDHX3jKjL4QMZhsP2t755/80FUJz T6YjPz9g4PnljR33TyzEM8BEpYn7tLbQP/7DwOfH1tLh/enhdKhuJOy8pSaC 873/7G8iyD/wh+6egwzIJaanUGpEcf70a5UJ69cYUTQkaHZ/3xYMk4jih9NE kfY2UeUwu+V8zjHd4CeOmhRolraOrWYh4v6Nx9EGNkRMn1raf4P0YratfM+H jCs2Bc511ML2dOp4uig/Kt52U9Vbqg7u+GbGNDD48Hy+pXr4t8udJC72NIBN nngXcwIXCvg7YI14PLjhr9dbPr6swbFj3HHmso5lHCb7mR7auIyvl52K31Na A6JVHxn59myox0erlPa1Bg6GfwkJcWNDgSwzE0c+10CswS9VowA2JJJUrvx1 sgbaiCxvxM+woWolX8fo8RrYSH9059F6frRt0x5Ngc5mXF+0eCes0zveDKUm vh/OCvLj+dsHPlltKHzO/c8eScHrPwck3mvzyq4HauonveE0AgqO33NsrL4e LB6EsR4pIiAvtt/5M1X1MEnjpT5vICDHkOJp1rJ6iOxPjdj3iIAsvzhsIxbV w3f20B3Gg4R/+aH1/613TP5+CS1+yDvLgI8Zcme2fBDB59vrj8mb4+hCuH1v qb5A4k2LczYZTTDaUWBFMCPi9q8l/3i3xvOnK2nluPxnW3Fog0lUK/S67HQy xvSnpXzeVNbwffqCJNweuaTftenelld92QwjTwxlzBS5UZMGfbv8YCPoffj5 yseUG/GzctNn5Ztg5CTPsbVlLKjlofpqFfcycOJz0ItqZUGuWqfdU2LKgHzv tfpYGA8692n4FvMoBWL4p2XOR/Igjf3eTq+HKLAQyM0ne4EHfSz4rVb5mgJ+ b+R/18byoJvcMbPxPRQY3aM9diiBB+11FWp2eUIBn/ROPa/nPEjhq+lqEzoF Dt4Nf6d3lgfJuuxZsR67/3eTt2e/XuFBY89l/G4OU+A6yw65O3d4UIXuDIV5 gAJbKjKajIp40JmCTgG3lxQYOM5iO1vPgwxFc452PaNA6NC3QcdiHjxe4L/4 fB707gSvV0czdv+dcX6FDVzoEPWIRk1zE/STkuq/dXOhO4/d91oMN8Gjxxcp ylNciPxY+xEnK+D2g8uFn0lPd1cD/6Ubydy3OVDQ3/EvhCqfUduXTpyICLOi I4El+HkDi6sem+2SLYXS4rVDLyI50e+/9t4S/PyNE48Oxn64UAzmfvuUL3Kx I/+9J49XFKfDhrVPPxYrs6OJv3w0A1LOHbXPMmBHXM4FBzbOZwBHib1mymp2 NLZwcZ7hmgHf7r39npewfL4MMdy7ubmLD/V3DB2pudSM5w8rxn5IE73bDL3P 7pdqrOT+Vy8EgHLD5Q2bBAfqORIkJro9EWz3B2x3suHA95//1jMHagmJ5WP5 nAj6P/V4+5MF0Vud/PkjdVQ48cuf8n4FCWm0KXxMHmyDm06/uXO8+RCPnXl1 xO8aiHHhcflazopizN7uCZOsgq9BCQIDz8Tx9bGUD1D2asRsnchZoAuYlVo0 ciMn87dntLwo8GlzuPf7eux9jTdeKT1GAWH7grX+ddwoTz/67ioLCujEvJxi quVGRrqvStL3UsCplLUovpobTW5WpYghCiiIP5hfT+JBn70600z0KCC+e6wm vYUb/XD7qVHiS4EdMw87nz/iRhdrX6qwe1DANbd4mPCCG0lzVssecaZAomXi rPYbblR2OEXogT0F6rgCeD1HuZF+zkkujiMUnH+U0r9n7xVi4HhTanxfLNcy rvFaJfjoDx3HOjupu3m/L+NmYZvT+8bo8HNY7HioB/lfPUE6FFDHzpcELOOj mXXZw6HLmBgZ2yoctYxbHWxGDC4vY53xiB8CX0lI90W94aG9dODROL5o9oWE hCzDV97VpcOrcEOuG59JaOzVTtbxjXTI61Aj938ioaYjhLebVtEhUJgkLYfh awPtDeFSdOCMulGVKUlGPDGDfsGydGiEQCafaRIq2rwqd2o/HSRa7u+W+0lC twWr7ygb0OEUrf/S03kSih3bneKwkw497QJPI5jJKITafTl1Gx02du4UXk8g I9dUx6geTTrO92sjrvU4XlrGzx8vvuU9s4ynpDwmK32XMYd77+zR48tYvlaP ldOKDps6rRuHVpGRkJHlI4krdNBM/jliv5GMJmV0iLrxdNCyTeF9q0NGrdPy hx0v02Gr0qZNdgZklMYgpF6Iw8Zv6tmRQVMyOpk28aYglg5h1j6GlJVk9MVz 5VUa1l7ys1BRQBVrX/g1sj2aDkMpY4u268loLq5zczXGB8gaK18XapJRuFTG pXXBdNj9/FjV761kxFYYMJDrR4dFly+u+/aT0SeLM6cv2NFhLqBh6tc9AmJL FzM8ppEHg2rZsxEdrEi29q3HgXUVwOTP1OO/WwJ9+ysf2qH7mKCdfBfGx1wk ivd0t4GCs9r6h9jzu8f39uy1pEEFtSrZT4sb/WYOkWHZXQ7DLManDPu4UU5N qtcZjwoYCnmf63ubDXEeTHxq+OUBiNN+sivos6OoZN5iZ4FymHvshaqZ2XB7 W0Lo0IJJgxB6rFQXfCGtDcJ7m/i8QoTx+mp22+/b7/bkwetBtvRE/LrRLoBK iuZ0voxQ4Zqxre1mOg9Kpq6LsOBsBrOi0q6sLh407qnUocvSDGReNgPBQR6k Ky4ptGqeAs/dLBpDx7D+rYJHBWcocK09f8PYd6y/NyHv52cKWFkm0ibO8aNX R6rDDsZSQaHCu7w+khX3Ly/lm1w+RpPsGjgDfY5PszzmhJGl0sJ77rhmYHFN uhOYQkJrVHcWXOfG5JXNySOOzfyoh5tXkDjnDH26b5z2p8sgk2Y/25/8BmDF fPi74mdRZMo5X2/wrRW2Epque3zmQHUL7O1sTMkgtF1p96dMUfz/xI2eYw9d x4NMF61Fk8sp4PnuFOnXLh70qWpVTlMZBQ4MesoGWvKgS14zG0YfUED91THV aQ8etHJlK4WIYVK3hbYPtj9SBxKNt5ZSwNG6hV1KBdv/bNbsvIvhdIn9dWc3 Yftz90HOLfnYftj3wuvjdh4Us+/U4+4sCkik2q/Yb8iD4lvvJHmnUcDiyPjL MjMedG1bmzX3dQqQ9YaQgz8PKq4QXYiMwvbjaLGwTzmcKEfrj3nKrRro9fhY Y3ufFen9ldcJMHF0ytIkjYwGvIiuZ4itkFcjIL/xLj8aryTEyPVSIbGuqP9d NT/K5h03ysD+952aZz8d2viRW3ubuPcAFQqqfgi97eJH6tEZo9teUKGmQnz9 0bf8aGZnWDX3EyrQynT290/xo4ZFy+heOhWelzq4Wv/mR2cbNpnfo1Bh+0BD 9bZ4fnQqk7F6dRsVxLdcE1yXxo+G31krO7ZQ4UeKq6t8IT/apzSlmNZMhafT ulRyPT+qdA5XeAnY+8kNimtX8SNN5jHtGOz9Xkd3WvHV8SNuzfC61n4qKE01 3Bxq5EeDbsJbmXuo4G1W+KoSmw/ldwvqdTqpUFubKn4J+54L3Tu2hbQt5/9V dFSpidRi/U9lWEsLsqCDSh5K6zmq4NDETWUnURYU7py7ymuxErSPXv2eL8OC inKH1xTMVoL0UeOhoN9k9F0055bM9VYY4T+ao7aLBZEOyV4KKn8AG5t/bM3t F8PXV/nUmT2XbvMjo6tM876pVAjLknb0qcfkXbzIh+KdDLg/E5rgjeG3Xffd 87cy4IVhf6MXhu+K6nzN2cQAlrStE54YtrN5GpihxgBhFgUmywdkJD2UMLpf iwGHRgxyq8vJ6OZu90wHDQZcpXkbi1Zh8jN/t83JDQx4lpfyI7CGjBL45UQu rmOAQGzj7Rd12H7gP/fktioDvFfEuM8pyKLgNsGrVdyVsIYUVH/xrTiqst5V cSYrG7Yf+bObXiiJChkv6x3SoqGdK/ZZpDUPepD6gWzUSQH3K3q1ZGeMrz3M mZLB+CGf8J/0bF8eJDzvRJ+mUKDkVnWMBsZH96gqZjDqKGAi5+tDi+FBwTbv QtIqKND/Ot9e4AgPqi+JiQ59SoFddW9eXTrBg3bXJGjlYvyz4IaQGSGABz2l 3Bh/9hhbX0GGj85G8CDr9vTb89jzQ8zP7F6I40Hvn+UZK2NYa+vmJ0OSrIha cvTiSeFyUHSr2qhuTkLMgv4XuWRp4Pmx85HIYRa8Hs9/+gkLcmyOjfra/wAC GGbnDkkJI9eusm9r5GnwbqH29UEvHiQovf/j6ukGEB95Tn2XKIZUC0TyO8Vo MB/Dfn0Emy+yTuVstz0egMUZhveJIhL6M9LIxpinwdNHr9/zSHHg/v/htTKx cquW8fcEe3WNTcuYMJ3ZY4iWsba17/4vVYKoRrww9TimfyZeV7Z2E10+z/lJ re/TROllzNdfr1+7Yhnv/cPe+Hb1Mr4oZ7KRU30Z03feur9OcxknbYsOGa1g QvsuDIZY6ldA2AezAE4qExq4E3LWUqsCjifIe616woQ8q0RiLFUqgFnstLVK LheeD3zWdTXiqljGzPUvlUYp/1c7bzQPvXMZsxzd9DWnbxlPSh+tH5nhRj6H D791vEyB8ayhqqOsPOiA0y73hmhMP1l9vKxXgAet9VOfEYqgwIeS0SJTKR7E FyF91jOYAgHrRtlmeP93PhOnbrYrHex37xm2IpPRKbWPps+P0WHfkXvQKI7t 5+w0ZxYbOmj7sqfJy5FRYn92yHpzOmxpPOa3ggmbX5ztA9cw+fuEe9VApwgZ ybhmWoRhfObOh5MqGy9wI79TGzesMqPA4BFXf+UeQeSxVu3KtepWUDBYUzvG LIBEvpkT3wu1gD614eHIIDdKEqboy1ykgNyDIv2MGG6kUZRsxnWIArvPrm+s XiChOxlxi7cxPvEK5e7hGSQhg2xL/UwtjB9+exOcVUJCwRO3Os8v0uDMziPa pvJEpJYa+sJEuA1eehbx7WHnQHe3DN/i1WuAHl/GqpOiHOjQvilZc8MGeH7y 3a6s1RyI6+jP7DTjBngW/Ofos60cqMmbVeWDWQM8Dqtc6cBLRMmbnGqm51qB ff7UjQdCRPQ5QG613UIrbAvZxs2CzS+jyv6bHYut4P9z8bSpEhFl/7jBrcnS BgWBLVOZakS0qGF+OoOtDYa/R9tNaxCRVSBxkhebT/8H9DWu3Q== "], {{ {RGBColor[0.293416, 0.0574044, 0.529412], EdgeForm[None], GraphicsGroupBox[{PolygonBox[CompressedData[" 1:eJwtlXtolnUUx4+ueXve93mf53mvKrjqpRrO8gJb5KrRMJ1OXLmMbFr2rtzE 3HBQiEaSEREU2B+ZIJZd/CONJLA/CroQBGUSva1RdDECWQoN8lY5C/p8O88f P855zu/8zvme63NNbXjt0FQze4vTwLmvYDY+zawlb9aVmPVNMVuaMdsfm92A PIvscfgIfhd0krtT8P+gP7eMnZlmTWV/LzuLs2Z1dHbipBc+VzHrnoUOsndz ZkuwPzXjPuTrdGTWz7sa5wp4bsHfY/C3Qavc1zgFzqai2RbkIfIB3j4NPwQ/ AaY3CWQF94uI5QP4jaHr6m2RU0Z+Cdujecd76Sqz99Dbl9p/n7t+sB0CcxHM m9Ffg7wXehb5efhvA/xEjl9xHIJfAF+H/xS7u7AX43cx/Fl8L4Ma5xv4p6BL 0K8imgVt57yBryq+usG9rdGsGVkH3/34+RGbc/Oek3+JrwP+MPrzsx6DYjkB bQTfPej8jM4PvD+ITlvO87cSOz3g+5zaPEn+Pyo7DuH5irvT0L7Ac7eDfNwd eMz1yPM9yfdFbD0Atl+QLcw5NmFUzVS7DuowBr8ZeSv8h6kv+VS9Vffj8Ec5 7+Cnh/xcDty+/PwWeCyqzyh29+JrL/IHp3v9VLv15Of+GWb3QjOJv5WNzsSx CeP2gsfbimycGJfD/4H/E3yfxE498TrLpt6P4OsMNjeUHJf8yVeE3lZ0+vE1 wnkYnQbstBY9z6fI83Ri2I/fg5HbfCHtnxbeDss++q/F3g+vgCss+hxpntrJ w8f03x1lxyRs58B7me91YJ7NrExJfB4aoQtjr80oPp/D7p/4eibxXlRProkc k7CpF77j7ksw54nrM+42oDMHmy+CoZs3e6Cdoddcc3M9et+j3wTt4HsFOvMi r6vq+zz6beTqCH11IPR4FJf6XfOvPXA1dDDNlXI2I+0x9f7qrO8B7YNM1nsu KXjOlDvN96/EfpI+GYeeAf+z6M+r+J3ydgRT52PvE/XLneC7wN1MbD6BvwH8 7oBe5G0d/Uloa+y93w69teTYhHEQH1fI/5yM11i1LiSeU+X2APqrwD2BvAd6 IZ13zf0ngWN5GXoj313qMWgC1l74EWwuILZBeqkZeqzRee2ZKnqPoLMS+9PI w0/g6Sq5jbWB12k3OgO8iaB3hd6Xmptlsc+X5kx9oH7opOd/5/ttcnU7/Euh 10i10h75f5/wdncal3qnSfsTO3nodRmvu+q/J+2NmDgGcr7TtNuU+2q6e7Uv VNN8xeu2L92rytMQ5zi+l6Z7T/vvMHaWg2EVdsbgX+U+zvou0E44Bp3A5iT5 3I5OseJ1qSFfH/oO1y4fTnzPa99rr2m/zScfr6OTIQ9/wTekNVKtlAvlZFvB Z0yz1sLbrtDr8RDycrqHtY9raT+oL75O51E7Q1iFuRl7N/F2HXX8O+/zprkb Cxy38J8LfC9rP+9Etijje1T/kI1pLF9E/l/R/2VrzvtPfgsV72P1c1ve95H2 Ul/J+0N90lnyXaCd8Cg612b936F/yJa8/zM35fz/rP5RbNVU5+aS11t1nw39 DwbDBUs= "]], PolygonBox[CompressedData[" 1:eJwllFtMznEYx59Kr/Se/r3vW29pTsvhnSJmMWJtLR1UMhVSKoW0TmNjrQx3 3bjIhbGZyelCc7jhxgVubA6tydYYxmzW2GRKkdeMz+O5ePb/Pv/nfPotaura 3hkrIrXQLOhxQKTQLTLkEnkOTg2KNMA3waeD2/wiAxh0wM9D3psk4oAzsA07 ImtSRMrQb4SG0c/xiBwA18eL5KO/I1lkd4LIHv79DZuO6rbw7xiyTegcwV9F DLb4Xg5dIF43yWWDT6FTi6wUm9PgPqg1wf4VY9udbL5OJor8QWcCipJbM99s cs8nv7fId8IXeeH95nsr9qvIdYychrB9MEckF1yEv6tx1Ev+peA/SdaLZiiG eOXQnVjLQXOZmypSh6/t+J/CPso3BN+KfmOy9Ux7l8W/FmLPR78P+2r0fqH/ E/8e8pkm50lwLPJ6ZJ3YLMU2DWoHX8Rm1G//VDYObaGXaanmS30+QeZQ0zT+ rlNPOv5H/BZbfagvX8Bya5hND3wiPczwGrYt1HvCsRq0lmJoBXya9hv8jHpf YjsRtF3RnRkLWk+1tz34KAMX8O+zy3zmgStD1usx/u0CR/Ex4rJ8P4HXovM9 xmw2gFd7TVd7oL3YQg6F8aazGdyBjxvYliA/BF6IzTv0q6lnJfVE/NarRmyi 2m9sitAd5N8Z5BfgzyEbpN8P3dYD7cUtZr4N3I+8H3kdspvY36cfx9mPF8RI INYwfLnbbqIZeaXXatccr8F/c6x3muMXcAkz3e+2mygAVwRtdrpDukuLqeEu sQ+SQxZ4FL1Jaq1CJ4fev3fslvQmXjtW0//ayH8cXcex2elNHsV/JGS+bvOv mHqCKTa7KnRnwnYjeitt6DvEXxC2XdEcNJfz+PhB/F74S+AB5BH0X+Fjicdu WG9Zex6FD0Fd4K9QFbUdhq9024yn8H8b/dJEu7EP4JyAzU5vfj14Jmiz0zdH 354FKRZLb9ZFb0MBy/Uj5PFaDI2lO6677kW+zGU35wnYzHR2+ubU0L8n9Ode nN3oI/B5n+2CziQD/qzbdkF9+NB/GrRb1DdN37ZI2N4C9VGDbXvQ3oLf6LSC 3/jtrdEeZBK/0W8y3RHdlXX4uEK8feSzEbw3ZLPRm7+Mv0DIatM3Jx8+N8ne Qt3ZPHCmx94mnYHO4h+Nar47 "]]}]}, {RGBColor[0.5524327901040716, 0.507764646621015, 0.8934914325319258], EdgeForm[None], GraphicsGroupBox[{PolygonBox[CompressedData[" 1:eJwtVEtIlGEUvb5n/OfxO6POJLRo0yalFoXQQkcKbGVDbdyYZVK20IE2heST 0EUubKOBtFBooRjRIicwUCFBDSyIwCKsaBsIrcpFdI7nLj7u/e9/n+c73z3R U7gyUGpmEzhlOOerzUajZrcrzU7iLMN4Hw6JerOHkD9iZmtJs8sVZl0ps06c Ldi70mb3MkiA+CHI/jqz5hKzcvi/wr9u5PkbN+tImD2HnkDcAGQBsXMIK+K7 HfW2a8zOIPZCxOwU5B7OAeydyPHN9SfIec59PgVm07Vmz6owA+R12G/Afhgo N+syf2W95ngfU3/sMw+9BXGtVfLtDc1W0XMP7GPAYMRxiCBXFc6iCRPqxOVX WjhsAo9+5OyDfQZzHMZVl3NHA+HZUG52M6X8XcgfR5+N6DNWJ8z7KuWzB3wG IfchC2Xqj73lHTfitxvTLJzpZYXm5b/VtOz8PxRVLHve95yPgM+w25n7FuI3 8P9aqLnYz5E/fJsi8inBLHPIeRY58pilI1DMMOyd0LNZsxCnFDOMA4M/OLvI lUbuD5j3HfQtyBX0lkOv80nhTZ1zDaJGK2Jfm+Sg8+27Y0uuZVFrHraGpLBv cfyPw74A+79QONBODKchp5BvJSVbq9sjrjNHgJheyLZQPoxnzqLHMgd77HaO 7oCXlzBLEX2NIu8M9A3c3UfYr0Lfg0zUCbfZQPfOesQ7kxXf+D5iKXEqntKd sy57I+YFr9XsvbHHMuTthU859Nka3dMb9NAEfL+gVmO9+EpekV+5auHIWfhO +F74hvjWjmqUCoMWx6GtWjHkzx2/a945OcF73gn0Fshh9jeV0V1PZlQn53e3 CG6dRq0B+G/7vR/L6o1x9vqs3gbfyOOUanMW8o2zcca/ofK1ec6etHAm3twj 3CdvUbciIX7/xuxWKw6QC8STb4n4sl/qxPZrTLuLO2ypRn2y303fY+Tag7Tm 5ZsgFjnHcNzn5dzr8LkI7q5B7iA2j9gXoe58xPEhv8mbBchiUrwlf+dC8aro 3CV25Dn7jDpPeCK+Zz6j3iz3Qlz3FXEOL/mO4q6a8L13N6P/UfchZ8lV7j3y i/Msu63d7euB+PA01E4nPpNx7Qb2wR5GvSfO9TOld70PeeD3u+m7bcz35Ijr 9P8PhmzGWw== "]], PolygonBox[CompressedData[" 1:eJw1l3lsVVUQhw/FlqVv63t9bSlIIey0hZalVQq0bEILSAOoQETZAkWhhJIg sojiggskQKJoQIEqJmIANQhGiKBGAyWBQAERCChRFiPIGmhZ9Psxxz++vPvu PcvcmTm/mdt60qyRlQnOuSvwELQNOtcGCtOcewT2pTg3OMm5IVDDdTzqXCoE GBOE3enOfQeNY841gSDPpjF2cRPn3mf85zzr19S5zQ2dKw8514E120MWtII6 5tyGDGgGnSLOdRTM6wR5Yee6QjF7lUALxjSHe6x9H24y5gbkMqcL3OPZXWgF reEi9lyAlhnsCdWsVZLIeo2cS8KeQYwZCMVQAhtZ4xP4knFfwc9c/wSZzG0O dwLO1QdsD+11jDFHIQXbonCTvW5APdyB0anOjYIxMBa6smeXkL2z3n0/1EB3 fNEDvuBdtsLvcBbOwzkogt4wkb0mwAGuD8Ja1loDbbCxLTTFtiZQwJqFUAS9 IB+6xSxmil0UW2KpNqbAjynyY/K9T+Sba3AVzsF5WMrc10iYMcnOvcR1N8iH BHzTENqzd7uAxVixHo8PRuDvvZrDdW9iVgTFUAIteIfmkAWtYAOsT/drQCvI gm3c+9qP0di22N4u1XJMuZbb2LlQ3LmP8UU13OL+bZjO2ArIZI3mkIKPIjCX Zy/ACMZ+4yxHlavXeK+ryZZzyr3prFkBVTAHxjF+LOSxd77iik/+Id9XM/9X 5rdW/jN/A++7g/nf8rwvubYIGxOZV8nzMp7vbMA47PmUMRuhDJuGRixnlbvK EeVKI3ybBEPwZSlM5noke83nsB7n+Tps+Ah+YM6PUIUNG9mvgj1mcr0P9voz utv7cJvPMeWa1tTa/WEAJGFfIsxgrZkxi6li2557HaCQ/QuClnPKPY3R2Onw HNxn33sQYWwKDMFng2EoDNMvY8pgBJTDQmKwANJ59wyYgi8mQ5w90iAzbL48 QXxz0+wM6Cz0g/46E8wpiphmSbsWcD0fFsPLEMP2cuz5nhgf4LeP1kizmCq2 T2DDaIgoNwK2ptbO5joH/mL/p8nfUcS4Fjvr2OPZhqYh25n3TqrFQj5fkWqa Je1SjihXSry2dGZedtA0UlrpoEHMfC7fD1aMg6Yx0hppmrRNNsiW9f5sLIWE ppYDyoWDPJuHf+Zj0y78/SLvNC9uMVAsdsRMu2VzPeMvcO88pGNrBpQqRtCL dYpgOXOXwUpYBauT7Wyd5h33JJvGSGtK8UUZBBiTw/P2OgMplgPKBWmUtKqK PWZDT/YogGLu9YWZ3KuEa2l2Nj7DJbuTLQaKhTRB2rArZmvrHXdKm3iWB1OZ Ow3+xJY/oJh7JQHzqXz7CixRPvKsmrlTiFdD7MvEhmZR02xpdyb2N4NfuHcc shnTGbpCHtxhTD1cwrbLcJPrG3CGdX+DGYz5APu6wiauD6l2sFcF/+sYv5X/ 5Yl23jdxvZYxa2ADVHsNlBa25FkWvM07vAWvY8sbcIl7f0fMZ/LdhxGLRSXx bER+XeX/FT9GY+VD+VIxCcbNR1N9DVItGsReA+EoY49Bjt5ZNZ094wF7J73b CTgZsZxQbsjH8nUua+RAR+U6DMCm/mGLiWLzGGMGRawGNfUxUWyUU8qt6+x9 LcVyULm4hbmbYay0Fe6SD8ubWI05xbzR5OyooGmktPIpxjwJ/5IbLsNskC1D 8EVpyDRZ2jye62dgOHOHwSHWOgxTmDs5bj2MepmD5MgB6RD3FsEZbDsNiayR BO+xxrsh07wH2he1XH5UZyZqNV21PZs1cuAw9w5FrWaqdh5hbm3IfCRfpbJH zOeccq+QewVhyznl3mW4lGKaKe1UD1boNUvatcqfzSXwKgzQ2iGbo7nqQdSL dGTNTmHrkdQrNcCmBKgiNrMjVuNU6x7n3nBYylpvQo3XynH8tgtZj6ZeTTVI teikzw3ZLNurfS6rBqkWhaLW600k/yb8r/lx6+nU26lnUe8ijZfWK+ZjfUwV 25bMf1g1lGcVMIk1J6ZaTVdtr0+2tXXGdNb6MraPYoINBZ6evsdQr6GYK/bK IeVSLx87zdFcadBMr1HSKvWQuf5M6WxVJtvZ7sGe67gewJz+UdMAacFk3mWS 7zHUa+hM6Wz1VA8WMJ/Kt9JYaa3OmM6aao5qj3qQub4GLvSaWurPqM6qckq5 le97rTu+t1RPq972FDacDNsZ1lme7vsLaZK0aXzAtEf39CzPa5tyUrm5nXvL nPX4O7zmSHukUdIq9dzqvbWH9srIsN5vBFxPtx5avbR6HPU6qmGD/ZnT2VNN Um0ayPM9Mes51XsqZ5W7K/HViohpwBafsx295kp71eO19Zoj7ZFP5VvFQLHQ mV3oa55qn3oI9RLdoHvEeiy9vzR4FuN7qF9OsJqu2r6BMevhENeHw1YTVRtr dXZjdgZ0FjS/Jmz3an3Prt5dPbt6d2mItOSs793P+d5dPZB6IWmOtOcIPqkN 2jvr3ZXjynXZIFtWRq13U095Jm42yTbVLNWu/VDjNUZao55CvYV6HvU+c3jf qoB9gzz4FuHedf9Ns9H3mGVeo6XV0lBpqb5p9G2jnku91/PsOSNsPZp6NWmE tKKGOfv8N5G+jVTjVOv0zReI2jeWvrXqtGa6raG1dKZ1to8kWy8l/18MW4+2 2Pfk6s2l2dJu7aG9mvlvQ33z6dtPGi+tlyZIG6RpDXzPqt5VPf8tX2NUa9Sz qndVz6neUzVctVwaWOVrrmqvNF5a/x/F/+Fk "]], PolygonBox[CompressedData[" 1:eJwtkb0vg1EUxh9t1EdLvW/f960yVK0W8ZEOtYhdExILBiUxIWlXiWgnEqtV 4j9gN9RHUpo0BqILBgmLhISFGPxubodf7rn3nPOc596bKWzNbYYkpaAdmo40 H5HuotJsn5SHki8VIRyTsm3SBvGTKzWoc/vJcV6CI3omOqU0+QR4EPHQhUd0 j80g4uWEVCMu9khLAXv4TUo/kEKvju4H+m/UvcIn2nnMvROP42cMumGNedmW R+P1nv0M80eZexW1Orfo3EAdBtEZAI8ZK+Q7WC/QPAenVzrokv7wUqG/DA75 Bepy+KyyP0RvB509NPZj9tzkfeoKeF81dzC+8Bpm/YJvOI1LJxCiZ536jGvv bO6+GFjdAh4uk/Z9z1hrcJ20Ho3XOGua/iEY8e09J80/8K7PMN16j2E85Yin oMmcB0gE9q9eiMvM2YUGtVW+Y5v4HxELQw8= "]]}]}, {RGBColor[0.6081779529059139, 0.5988349303372767, 0.9105099462481416], EdgeForm[None], GraphicsGroupBox[{PolygonBox[CompressedData[" 1:eJw1VL9PU2EUvaHtey2vj9I++oqDAyu6ScQF/JHgHwAkxoXBOBHExIVFJ+Ni BxbFhEmdHHTQxDZRIhKIiSbEqJHBxIi1oraL4iK4eE7OdXj5vve9e88959z7 vaFzFyfne8zsEp4MnvmC2enAbAYvHewPRGbreA/6zOZwdrdk1urV+Vhodqbf bAt5W3h/lzXry5tNI242NnsG4MnU7EmiXGL8rpldw/ngIGJwdjyHmni/XdJ+ qaxYni0D9w3y61gbwN9OFcPYxxXgg9eLotlEoD3jWHsV+/PIDxC3CU4h1m5R ddeQtwaOG4F0taHlC54fBeUegaazPdJ4IlRMFryHkbNdUwyxWWulIpzXRXnV dpwbZWnLIO9zKk9bWC9khHkPuc2KeDaw1vF9HLnXsf5N9b6XihfxmybdM+5L A36OAmcPHk9l5Ds596NeA7Eb8OpoKF/IldwvF9SvnPeRPXmeCJ86joXKYTzz uKf/1EMe5MBY7unJI+SOIOYXONwqS1uxajYUiBP5kNe07z+l4v8nlgbuic85 ajnmuPtHH266h/SSvlNDAfgnQ3nIeh+zWol3OFRt1lqN9G0XNTfRmwWc7afK Yy36Tx1tr8uej3jfiUVMxsw6NvfURPwrJi8P5eUn8ca8pzs+Ywfh8SJ4n0LO t1iaqG3BdfN+Ufudqu7Iz5L0dQuK4fcJj6EXzKf/HyLdNd65p4m8WEnUb/Z9 GevVWBw473PuETV8HRAf8uKd4J5aeB8Yv+Mz3PU5+T8HnPP9WPPRTOSB5ZV7 PxEW79mrsnJeYn1fky7+A3hvibEYaa6pp+F973gt1uy49u+xevkgUX94vu41 WYt1O+4J4+OqNLLn/NewLn2l33WP4SyP+jzz/8R7x7l8mKj3b5G3O6B/CP8r PON38iY/9pr95fzw30E+SznN95Tfc85KBT5EVcX3VqVr2OfkH0tGw9s= "]], PolygonBox[CompressedData[" 1:eJwtmH2Q1lUVx3+87Srs2/M8++yCgLCOgLwKgrAFCCtIvKnYSAGO6wRrCsk6 I81gCaRYQiGFNEEvOAKWFVaojdBMjUAB5qJhgAqlAlqClpAojrz3+XDuH5/Z 397n3vu7955zz/meX93Me7/Y3DrLsrGtsqwtf7t3zLJucLo2y87Ahuos+zU0 d8iye+FALsv2w81VWTYFDhT5H6YVsmw6/Kcyyz6AvfTZB2fLmAfO8dt5GMtv Y2AQbdfAe8zxbxjNcwOMoM9wuAYGw0767oBDPB+Gl/NZtgv2wF5YzxrXQU/G 9oLOtF0GrzPmDXiX396BI3AUBpczN7Rhj21hOH0/D9fBKLgZboKl7Om7sITn R2ANe3kcxlawfjjG83F4mDkXw6OwHHZxRi3Qgz49K+LMPLsnYC0cpO1tWMaZ PgoHmfttmMfavw5vseY3oR9t/aGCtZZDgb7VsJM5dnSIM/AsmnjnLJgNc6AV e8o6xpl79sfpewzu44znwXU1WTYSZrO3OfAac++Dx/htJbzDmMOwhLal8AZt r8NQ2obBQzw/CDnIw9OwAZrgTujHmL7wAM8LYDZ7uRvW8bwe/sWa3017du+T aZsE4+ALcK++BvfBPLgFm08phE20jT6iryxn7d8vxhpcy3xscT/8kLaV8DB8 G/oztl8hbK7tr6dvA4yAkdDIXLfDbOaeA4s4w4UwhbZb4Ihj2mTZK1yO3zDP ScZ8Ar+Ap2APZzm4FHty7H/n+S74KjTy2x2wlLmWaCPmaSqPNS9Pa3St+pC+ NJ7nCcU4A8+iPe/uAJ/w28dwFBu+Dxs5y9/BDPrelsY4djLcCHW8uzuU8q5L 4E3m+icMY0w9TKPPl4vhI/pKPX2GwRp88vGKuBPejV6cxVXQmj23gsXwcCF8 Vt9dAY/BnczVBEX61sDneHd98jF9zTvuXb+LvnfDq8yxGxYyZhF8E74B59nb BX2VtX4Io1jraCiwtjz05rkPjGXOMTCetgmwkLkWFOLMPfuPmeMEDDTGwCze OROeZG8/h9dgX0XEIGPRKcYsuzTLNnEkVbR3pu0y6E/7AOjBWq6EidhgEpTQ tu0S1obN/8a+ZjD39OrwMX3tWWz9TIo5xp52jG0Lp+A0vMWYN6GCeSprImZd jF08X1UTPqPvGEOMJYc4m4PwY/r8pCxinrHvBO/6GMro2yH5tL69mt9WwWOw Mh8x1Fh6A4yDA7TtT3fQu7iaPa+qCB/QF1xDr+RD+pI203a3wlSYyJgJMNxY bcxibfNgLjQXI8YYa7SBtpiX7vJQxgyDHrzjyvLwEX3lz4zZBt9jrmVlEUOM JTN5ngVXsOY6uJo1DoRd2KYFNtLnGajnt2EpZ5g7XuXMd0MTfe6Er9E2B77C 80y4gjXUwWae/wAv89suGMJaroVBrGUg9IV+8CQ2Xw9PsIe10Ejf28U7XhN7 GppyiLlkIm0Tko/qq52Z47JinLlnv4Q5HvFMWOM86MJd6wwnef60Nnxe3zcG GgvraOsOPXjuWR132rvtO3zXO9CM/zYSow7yvIIzr8A/9xKvNvN8lrnOVEYO MBdcYC/noTVraQPt3Sv9FzDHR4x/gT6/yqKtQzHujHfnM8acgm6MuTwfMd3Y XqRPddqje12bcp1txRSTjE29sVWfqsg5s5PP6Duu0bWuapdlPzOnYPMcdGHP XaEf7+wLA2EQ3MZaZsAgzuIaeA8y1lpXwt5zoUnUJtpwUMoB5oLhnNmI8oiZ M1IMnJZsrK0PMvZQLnxYX27LGtqVRcw0droG12KMNFYaE4wNpby/xDVAq+qw obYcwG9Xw4uwsypsrK3VQOeST+vb5nRzu5pCbdEVvoMgm865dKoIm2v7/jAg 4XNv6AMfYIv386HZ1G5qrr1Jo6nV7mCORmhhDbugixoJSul7CTSzhrnpjnhX zNkPpBxvrm+gbXQhcrq5XR/4LOUkc5M+o+/0wQZtec9p/p/fOmLqGZ77cBa9 a8Nm2k6baTvX5NqmMuet8BRn/MvK2JN7m8BvE+EA7E+aSe1kzDP2HYGjhRjj WDWEWuJo+u2/8CH8lTWOK4k7crgmNIhaZI8aFZo4u1n50ACNSYOpxU7S9mk+ NJBaaBF8C84xx9maiOHGcjWyWvk4ff+XDw2lljJHm6vN2ebujuypE9zEHDfC HmM5jGTsCLgextRGjDPWnWLtpwuRIxemHGmu3E7bXwqxBtfiHemSYoSx4jV+ 25dimrHt0mLYRpu8wvuep20ouaseTpeHBlILGZONzR/BkNLQNM/S91rWMqQi NL3aXg2oFhzDXsdCJ/p3LI+ceTF3MqYTdIGusI2+01vHnM8VIuYaex3j2Dxz 5PKhIdQS5vTx6Yw8K2OUsaoESqE7a+1WFTnL3KXGV+urEdQKaoTeKeYZ+06p b0pjz+79AmPPQxv8oi30Z339yqKGWJ9soC1s8zdziLmkhnlqYR3PP81izk2F qCmOJBtqS3OEuUIbaasvwdRCxLR8yuHmcmsma6chrGWw+sxcVhWaQm3RAH9k XGllaE9jnLHOGsta6wDv+ge0Zk2tysNG2mo6ZzQtHzmqMWm2xUkjqZVapVjV lTGXw2flkTtGEX8P4U9zed89lRHjjfXmKHPVXGiuDRtoC2OGscOYamy1BrlY i9A2Ex6kz0OwkDNeAB3ZW6equHPePWs0a7XJ9J2UNL5af06qZYxRxqpxSbsY g4xFamK1sTm/Pt1x77o1orXiU0mbP8fz7yvjznn3vBPeDffs3vUBfaG9dyRp XLXu/bx7fqoBrAV2wHZ4CVpqQ6OoVawJrQ3V9Gr7/SlWzWWv98AGeDoXGnlF yvnmfmvINUlTqC0+ZY0nrW9Zy2G1n7ZLNtSWfyqEL8zFRqvTnM5tTW5tPijl xn1J2zbwPDoXd8S7Yowx1hhjjbVnmfNMyhnmDjWR2kjNpHbaXIjY0MSdbclF jjBXdGeOurLQSGolNbxavjn5hppzdYoJxgb35N7qk2+rUdWqxkhjpTWstawx 9mRak2vTRzqmO+HdMAaeSjHF2PJb67nSiCnGlqlJm6rB1eLaXNur8dR6Dex5 dHnU1NbWNYwplsWd9G6+yB5vKIkcYa6wZrB2cIxjt7K3LbXhI/qKmnNjqnmt fUelbwdDGTssFzWQtZA1u7V71xQL1VxqLzWQWsicaG60xrLW8g54F5anbwnW jNaO1qTWpvqUvmWNZK1kzDR2WpNYm9xgnoMTzP1RqqGOJQ0yILX52ybGbCkJ jahW/EGHqF1foO1EdWh6tb3fZPw281IufMExm/OhidRG29Pd2FkWYz1Dz3IL e9jMfNv5fyvPm+jzfKqJrI308UOpJrU29RuJ30rU9Gr7smL4+lvEvHKet9K2 pTLuRGP6JuK3EW2oLf0m5Lch+9h3XDoLv1n47WIkzyPSnfBuqBHVivrQ0fKo wazF/Obhtw+/+fjtxxrHWkef1/fdg3sxphnbrFmsXcwhF3NJVdR6foOYn2Ke sc8awVrBmGhs1EeGpjW5ttOpNvSbgt8WWlKs0ef0PWugi7VQPrTK7rI4W2tQ a1E1q9pVDaoWNUeZq4zhxnI1lFrKGthaeL3xvU3kMHPZqlzE/jm0/SgXGrEl aVa168pUS1qDWoueqAnbOEc75s1XxlhrBmuH/wNr+6n4 "]], PolygonBox[{{3609, 2905, 6167, 6007, 6008}, {3153, 3152, 6166, 2914, 6155}, {3455, 3454, 6168, 645, 3459}, {5678, 5677, 5676, 214, 3034}, {6106, 6105, 3432, 702, 6101}, {4080, 702, 3433, 3329, 3330}, {6155, 2914, 6160, 6018, 6019}}]}]}, {RGBColor[0.6609079125351498, 0.6835573031941325, 0.911712026917193], EdgeForm[None], GraphicsGroupBox[{PolygonBox[CompressedData[" 1:eJwtVclLVXEY/ey911Pffe+q772rBEVRLcoWtTAIIixdtTBsJYQVNqCYtguD /oEmrKjANrUIolGaaIAEybRFkbpok1QODavUgnAI7RzPt7j8pm843/mGu6bp +N72ZWZ2HV8M3/rlZuvwdWE/FjerxP4kHj6Xm70qxGVkVo1zHZROmWS3J83a cF6Gt2c4d5eZ9RWbNcd0Tzu0cQL7lVmzEciswNoYkz5luPJMv4uwtxrnduwn sB/HVwuZd7Czp0j+u0Oz3QmzSyVmV0qF+yrWqph0ie8NMPTjq4Xcaejtgp2n Jhnao/3T0NmI81Da7Cz2m7D/iH0CsTTRRiB5xkWdvdgfwnrGxMeEY5uEzn74 +AC9ikgx/oVuMWSOFSku8rEjoXhfp4SlC+tP6Nbg7QL8vw+Etyhv1hETd+Tt Ifiqx3kasuehswC/EzlxRpy0nwjF0d2sOKhMiocO5/4WZEoh8wkyLyDzHbZ2 4u029s8DxVEA7D2wPwKZslCxMgbGey8rmz+gt8rzyFh7IuXlVSSOa5LyVw79 i1hnYLskIxyzkFnEfRNitBLVAe3MYf2F80vc/8ZaAPkWyN+E7BbYq8J9A2vM 759DvjWmOiOf5G9rQjXJO+ae8RIPa49ck1di4P0g6rkI56ZQNUJ52mNtbU6I N+aNsZODzjLJX0YshzPCOQmcH3KqH9bRTdyfhb9DuNuXV312O9/N7rc3EM77 WXHU4vcxr7e+QP6rvMfIHTmch/zbUmEZwHowJ1+HsfZkxXkI/9OR4iiG/1nX ZR6OhMLPuMnHLs8R4+7z2O9kxXNXKLx9zuE/t1NQId6JmfnJZNRXM/D5hLqw +Zh1lVM+kqFqtsFnxVHHQC5HI8XCmNgT1GUtbyjUmf63wfa3pHqMvomhAXEN Qfcg3oYjzR7WKmvgN/ymod+J+v0YiP9R+JyKlAPW/jz256A7F4lrcs5eH46r t4k1Vai88y2Vl332BN83JyXD/mKOOEMYI/V5T+7I4bVQ+rTD3uQbe408DOc0 ZzhvaLvV5+SNrDAT+1J8cdlmvdS7bp3XOvfEQkzszVbo/uHMxPoV8bQxL2nN CdZTtfc5MXxLa05Uu50Br6v+QDOI9plD5pm8sQY42+iPvtgXbT7ThtOag/w/ MO6dziFz2OhxTcFWAJnBSLlkTg/4/GSOeUfbW5xb4l2bFL9cnznXkznlJg47 XyLhGMP6KCuOen2G8X/BvFA28NlFXIx5if+46oTcTTs2YoxnlAv20NWUarEw rxym3M5QTvgHc5onrKUO/39wDixk1FN8I2/jXr+MN5lXXVtG/0jG9QDrf8Yo +SM= "]], PolygonBox[CompressedData[" 1:eJwtmGlwldUZgD9JQoDcm5vccG9EUAlWVCAoCEJaQIEgGhCFjnsLDgJVqMQZ Y4u1YlUcwbqMSl2Y0bq1doS27ssPHTewU8LUBVBwAwRcsAWqohaBPo/v+fFM vtyzvec973ZO08z2afO7ZFl27kFZVsnft8pZdkH3LJtakWWPN2TZHwtZNqYq y47plmV31mTZ1p5Ztr86y06i/WO+j6rNsv6wmn6d8Lt8ll0N18Ei6EKfg+Aw vg+Hz5njM+jFb4fAbsbsgi60VUAnbatrYk7nHtiYZQPgfL5/Bt8h3wLWvgkZ 9/L9PDK+h+AX81sX2sfUZdloOJK5+sNjtB+HvNPpv5P/Hy5E31+x6c5clr2B DNtob6H9T+6dsTPqQgZluZj2i+BMOAsq6VODLmYyvoLvv9NnRhZzvEn7Ftbb DC+xzsuwiO/r4CpYCB8w9/swkrYW6IlMDTCA74Hqmr2OhvHQCkvrs+xHXdkP /IHvh5jjCNY6jjNZSv/hzDXM+aAFcuypBkbSrwUe4rcH4W36roX9yLwPPqDP h/AJbIdD0d1h8AJjxjH/EvRRy/8Zax5gfCV/q6CD78vgS/b9FTQwtuh4ZD0M Hixl2QOlOFPPtoL5uiQdqAvXcK1ecEht6EhdTS+ix2Ls2b03M+dgOB+dngfN jB0Mh/JbH+h2cJZ1hy8Yu8O9Ids6WJmLs/k5Z/wU822mrQ1d3cZv39HWiK5n 8n93mE3brYzpi24PsOdt2iTtvaA3bX1sZ495zvstbOwZvs9DhnNhIzK+B23s 9VQ4DabAPH6b2xgyKqsyKMtw5n+qIXxG3zkd/b5YjjP0LPWpm5n/WNoHwwAY CPfTfg/HcAn9N9H/atZYCL+BK0vhQ/rSOuZeD8tY8x7YQNtGGM1eRsEsZJoN +5jve9jJWrvgr4w5gfXHI9On9DuesUNzYfPa/r/K4Ts3IsPT9P81fb7sGvqb wzwl+vSEVs5yAnzGfJ/Cv+E/cBb9z4RH6PsX2ESfj+AmxtwMs+hzIVyDnq6F Jci4GGYxZnY+bErbaoJ+cBRj+icdqavXmXNVIXxO39Mmtc0h/DYUJvLbyTBW u4azlakhbFbbVWfqrhPWwGkwGabCNH0N+hlDkHlIbehAXeSwid2s3wcd94YN yL4RnoZpFWEz/6V9IfZ1FfTCZw6Bb/Nxlr+Ejzz/XOhSmzyAvC+UwzY6sbcq /j+eOYbCDNa+oDZsQtto43sSdKCTy2A+tEMPbZD132d8Dd9trHcqTIHTjbGM GVUdMcXYMpL1R0Arck+AE2gfXhs+pW8tbwhZxjLndsZ35bcp+NJA5lhB2wTk bS3HGq71gDYLr9G2Ur3T/yRo57dLYQLfrYWwMW1tF2OGVEeMNlYvps8NPWNP 7u2TfKylj+qrX9Hny2Rj2lp1IWxXmZTtyYbwNXOWucuYbmx/QR9mrm6lyGUX Maa6FDaqrWpD2tJy1n4U2jnnS2EtOnm7GGt+lWxIWxrEXM1wFWf6W7gGrq0L G9fWJ/N9GvyvHLmqFXnWsN9T+G1iXcRoY3UBXY+vjphr7DWHmksfo8/j0KEu YAQyjITB0AxlY5m+yh6GwCBohpmFsCd9dB7zHYD9yYa15YfNIfVxRp5VX+Y6 HC5m3FyYxxxzoQMuL0VOGpBihrHDM/VszSHmEmO0sfpBzuoheASZ/wxP0vep QuRYc617fJFx7/LbO4XIeea+KSl2DmDMQPgbsjzbNXKcue55+j5XiJhsbB5P n3Epx5vrx/HbWPiAPh8WYg7nsmawdjinFLHfHHB+0pG62oQONif8rkYX3aCJ nNIX9jL2e9iNPLtgFbbwOuzOR21kzHyiIWqCM1OOMldtKYdvX8iam/kuFsIX 9Tl9r52150MVeukK02CqOZs1cwdHzjZ3j4LRsIO1Py+GTMo2OrUdD8NgDLKP hrEwDoYZw6GSvlUHR4411y5gL1fAsZ4ZbGQv78E56OpsWM/3O3Affe+FI/mt P+zne0BF1DjWOhtZYwOcQdtU2Ej7hhTTje3arLa7HFakPvbVRrXVllSr5CDv N3ONSHtwL2vRxdu5yBnmjnfp805dxChjlWdUnWpKa8vV7Omf8BK8DHfWR61k zjR3nsBeh8Mb6OpN+AZd7oHvYV8xztiz9ow9a2sia6MCY+rKYdPa9lH8drRn hixV+jXsTT4+Ofn0KSnG90o1mbWZMdvYvZrvzrqoIawlrLHfLEeOMldpw9py o74NtXwX8rEn99YD2WvgFr5vTjnSXHk5MnXkYk/ubVUubM8cZC7KJ13rM/qO NdLadIaeZQN9ijCbs5kDFyHTL8pRA1sL9+O7CbohS3d4oxy5zxp4Z8+IGcYO a0xrTXX0g67odwzs4bevU0wwNrzCWi8Xo+a09vyx8RnGwImwhDUWpzuEdwlr FGsVa86OZFPa1myY4zmwh+/MC/B1fcRgY3ERGmANa3WmGG4sr4QKqIZusAk+ KoYO1eXCVKurA3XxdZrbO4t3l2303ZrGOLZfqk2sSaxNdtF3Z33UhNaGLexh ZD58St/6mDW25GKPS5JO1W0ba00qxxl4FtqAtmCOMdeYY8w1i1jrumQD2kJD 2usC1rwCrmfsolLUfNZ+w1KssAayFrJG2ZD24F4eYE/3Q8k14R/M9Tr0IXYc Chl9DtSHztTda/TdUhl3sLrasFFt1RrQWvAbZNpjnGGO4yCrjVzrHW2X9Stt Cxsj5hn7pqVa63TmPgM+o+3TdAfyLtTEHH3hLua5uzZsRFsxR5mrFqW75g7m +iIXMdpY7Zl79rfXRewfhAzr8rHHUqrZrN2MgcZCY6CxcJl3qqqoSaxNjKHG 0qOZ6xjoA72LkcPMZTOsj8tRw1rLTkZXk+BkmAhZOWqPVnzyOeSbQZ/pDTHG sU+wx8fhY9gKdyiztoVsm0tRI1sr3wa3wzxkmgvTGPtTOI++5xZjTuc+qBxr mUO78H0fMtybcr653xhoLPQO4V3iE/a8HcYi2zjoB03wDLI82xgxa3WyCW3D nG5u78eaR8C35bgrPs1WX62JnGZuW8nYVXAra9wCd8BS6F6KWmhVD/Zo3cpc lxSiBrEWMeYae/URfcU7q3fX3kn3zexhEAyBofVRo3SknGpu3Zp0qQ1pS3tT rDYGGYu8w/5wl62LWL4+H7ahjdxvzmXNUbnQibpxj+7VGsRaxDuOdx19XF+3 BrMWOyvdLdTZM+lMPdtt+aidtalHUwzvke7E3o2XJt3os/qud0rvlutgfWPc gbwLmWPNtdqgtjg53VW2IOPm9Kbg28J6+qyrjRp7QqqJrI2aU+1ojGlLNbu1 +yR+ayvGnt37N/TdU4g5nds3G99ufAPwLUAb0VY8U892YrJ1c7S5el/KrdYs O5JP69tL6HtjKd54fOvxjuFdwzu9d3trFmsXa+72FJOMTa8y5hX4PWveBPNZ 6xJYDivq447rXdc7uXdzY4CxwBxjrhmXaiNjiLHkbn67K/mYvqZMyqYO1IUx dEG6s3l3843Bt4am5BvWRNZG+ri+vj6dlT6pb/qGMT35pL45Cn4CJ8JJCb+t eax9zJFHpxxrrvWNy7cu73ze/RbT94Zi+LC+7B1gRJrTueekXHghss1KOlJX jnGsPrgy1Uir0x3Ru6I6UBfGGGONbwa+HfhGMCu9YfiW4Z2tPd1BvItcmd4e DtR4CY6a1drVnGRu8s3EtxNrTGvNFemsvFN5t5rBmOkwl7XnFSPHmGvMGeaO Zcw7sGvkGHPNbPrMKsYYx7qma1uzWLsYA42Fvjn59mSNuyDlGHONMcZY4524 sjbeGHxr0Ka0LWVQFm1K2/IO7F1YH9AXhqZYo0/pW77Z+XZnDDIW3Z5is3dW 766ewQ9nUQzZ16S3BWtQa1FzmLnMmqAl3cm9m1vzWvv6ZunbpTWRtdH/Abd0 0pI= "]], PolygonBox[{{5220, 1931, 3748, 4601, 4602}, {4144, 4143, 4338, 1466, 3684}, {4616, 4615, 4974, 1779, 3447}, {4096, 1378, 3351, 3949, 3950}, {4335, 1466, 4334, 3904, 3905}, {3659, 3658, 5219, 1931, 5216}, {3633, 3632, 5114, 1756, 4894}, {5115, 657, 3324, 5118, 5119}, {3318, 1756, 4893, 4607, 4608}}]}]}, {RGBColor[0.7136378721643857, 0.7682796760509882, 0.9129141075862443], EdgeForm[None], GraphicsGroupBox[{PolygonBox[CompressedData[" 1:eJwtV2lsVFUUvnSZmXa2dt6bV1xYqoktFKgSJVC0laKyWRYV+AOIiJICAkWQ RGI0/jFGiMQ0ipCoWEAjKBALaYFWEE0kYWmrUZSWxaUQBIqRxa3U7+t3frzc O/eee/bznTOF85Y+tiTDOVfWx7lMrN1J5y5mOVeCdUzEuUp8a3FxJe7cFKwb cN6E/RvZ+PKcOxZ27ji+h/B2hO/cPtDMSzjXGtH7dWCeGTj3BfZZWOeCZito JoFmJXjNxbtF4FOJ8xLocCwpfi3Gsxi0d0HWaPD5O+bcTOzPgiacxh14RrB6 Kb11uG/KdW443r6On1/64nMQa43n3Evg8QNoJuPNE3g7EevL+MaBphX3hZB1 a0iy5idky93Q7V7IrMpxrgK/Z2A/IyyflOPsQXxjQT8oLXsHYx0GfaaD7lRS Oi6HTkVYX8CblaDd6vS7Gm+fwu8loMsFvYOsRyB3O/ajoPM3edofwToU55uw b8R+BfhUZovXTOhdAdsLYNeafOf6Qf/lONsbSOdGrGPA/ypi2oW3ybTex8Ev GdP59ALZSXtvYD88Q3Gd5uTP/fim4u7nsPzD89HYj8K3GLQDsH6VJb8Ng6xL 2A9NKm63heXXYqyD8K3G20NRxBA0f0G3Qbg7hP0cnO/C+WKsr2HNxvsq8GsC TV/8PgdbSvH+MPzyCt40wNZPPPH8Dfl4PC5e6/CuIkexIa8iy+chWP/BmznQ fz54DA5LJ8rYHpPN1+gb3L2J82W+8n1mhnRu9WXjDugyISTbGcex4HkGdtbC n1WZyhW+uRKVXNbTnpByhDauQ270IF6NeNcZVrxYA++Dbj3Wz2FTi9lSB9u3 4CvBvsWXzDKTyxphjKj3wJTyh3l0zWykrSfw+3Gc3477Tci390KSXQ4ZF7Cf BTmJhPKyyVNOMDe8pGqoPVd1dNRXHR4D/bWYcvsn0EyxOuqErR2gPcVcAd+a XOU8c4N5zt/vOOVRk/FkbjAvmDPt4N+AdztTivN5izXXc1YjO6BbIfy52Ffd LLJzyiQN5TI+JcaTtbEK+3rImoz70SHV705PcSWeUbfOHPmdPDqN52X4/EXs uwLpXGV5cBG/F2Dfg7cLcV6N7z/o2RaXXMaKcknTmxvZ8i33e0C7O1d0/Opz padLCSOvxySffqQ+xCPi0gjwbArpnDayblYZjpyMK9e3BdKfviAPYsMCo6Ed E0P6vS+QL/Zjbc4VJjPO1Iv6DcT+VCDf3ogr5tSTeZuRUM03Qq+GPGH4uITk 0Y/0G/GvxTC/3uzl29PAlAjOL/nCaGL16rTkNUdUH9Sl2XCG9d5u9k4F3XTc TcPaHiiP9uJ+NuTmRJQnlFNvvl1hdjPuvbicKR1as8SbceTHXGBdM+8Zo2RC 9cXaZt7We/J7PeJzE3ofwL4hJR7MCfJoyVJuMJ8nWN7zLX16ICL9q4yeNMwV 6vSc0z35k6bOcJAYdjas2ii2XsQaId4SVypM//4FwnwvJr+et7ydBRt2YF+C +y7o/CT2LRbrJvNtZ1zYt83TWbP1yx5Pfe1fT/5kbOi3E5aHbZ5wutj8+YBh yChPGP+p6dpm9CexbswW/hCvqQtjTB325uuMWJ4RKAf6BMLjspAwuahAtgwp kB/YY1gvxJUa66d1nnz5WUoYR1nfWS8lf2LdmaR69mnrgcR24shBmw1qA/VV Yhp9ShtoC3G1O6yYUQZjzxw4DJ+X4u0CnBdhfTWqmB3D/p6E5oI7odcu5OtR 8Hge7370lPOccRaafsTsnqR0rI2pX1EWe1aWYQKx4eOU9PkoJSygb496qgHW wlvWj6gbf3cnFKfNoB2POq3h7IL1gK+ecRV6/eLLtl99+ZMzCvOWttNu5tu0 uN5OwNv+nuyifZcC4UsddK9NyjeMA/sS8Y5Ytzaqc94TIxlT2sX8JQ6z7n73 VRsXfGFpt/VirgsNV1nTxYbnf6alG3s1eZQZH86njC/1a4gpbx103B5oNmuP a9YkXpVA1gBPcWF8WDuzrdfk2VzE+ejZpGhWxTWPMnZ9wHtJnmbIAGcFnmbc WwL12zVhydhpfaoMOT4O31no9ijWZk/+OQI+9/ma6zjr0c5ymyE5m5I/5WzA m0Hg+y7WDQnxGZ+v+YxzWr++6gWDQ+oHnKE5Ryz1VB8TLB+I/dwzLpRNHTYn FT/GMR/2rk8KXy768h/xmDXOXktbaBP14znj2mX/BdhL6TviMPGNMWmwWLPf TDS57Os83xdTfxhj/ylYr5PCqlX2rg7rXx2eztuxPuPLt1sS6gnEKmIma2ij 1Tkxmlj6dUw8uGcPfdpmeP4vuRxXvNmLqq1n0T9FVst3FMgOYnrvzBNon5sU vkas19yfkk9GpqRPqf3XYP9l39pvuVlss+4Fy/NLcdUCc7vKcos5FkkpB3hH v+2Oqlcdh/wr+FaDr4MdHwaqa9Z3pc2c5ViXeZohOfv/4esteTA+3LNfsL7J hzXeltYs+G1a+lPnUsPdatPtelqYQ+x5GPJm4z4N3iN9YSj/N5AnfUg/D7eZ /2pU/qLfoljfjuqesy11LAwrvz/wtP8ePmgOVPPEJPZh5nTvbBMoTh1Y833p EPjqecRp/u/hLM6Z7yZ0/B8NgfMV "]], PolygonBox[CompressedData[" 1:eJwtmHuQ1WUZx3+wu7Cwe/bs4eyeJRAQaeRiLAVYLo6AIFIqipBQWgnGJYUE S51BRzEDExAxpQKdwUDMG+Z4SUDTFK+NgEACyiIKXvLCRY3bjAJ9PjzvH985 7/m9t+d93ufyfd6ul00bdWXLLMt+0iLLyvm9vybLbmudZb9olWUHC3woZdmJ /H+6bZbtaMiy+dX0g1vbZdkc0CmfZSeAPoz7LtgHrmuTZZPLsmw37V6M6QlG FLPsfNBYn2W9wU7W3gVup28Jey2tzLJNfN+Yy7Iu7NeBb3Po/2ktsoGtVVn2 NjjMXofALr59ADrWMRZsYe2tYCfyvw/m8+12MAmZJ4IpYCpYj0w/R75K9tvL Xu+wxtvgNM7UBCYjwyTQgFztwUG+3YGCNjC+PXNbsPYA5GsCq4oB26eDlvQN B38rCx1OZP+zWWNYu5BZ2RfTXgTuAgvBJ+z9XzCEfYYm2F6ADHeAaejgSrAC PFoIGZRlPnt0Zu8/MWYhmA1uAZew5sXgUvrGgR8zfjRYRt994JS6kG8y8vWh vZK9B7WI/93UFzqZCLZxjmawBp29CKpYqxo8wlqD0N9UTONx7uNC9hoJ5rL2 PNDEGisqsuxZ9vgl8z9j7qdgIBgEFnK2Yy3izhcw7yX+j0e/U1hzB2t/wB67 wIvoag2oZMy6lnEH5bQfoq8HsvYCHyPnoXQ/julC38eM+Qi8D3aC/sjTD4xD lvGgnD3+hf4uZb99fL8fnS4HS2kvA91Y7ySwEllXgd+m/ZVXW32EM5/F2Tew /xrGH8qF7JeD5lL4iL5yCuffRN9jzHmauc+zZ8tSrOnaT4AnwS59AdzNnveA 0xkzQB2DweAk7qcrWITsi8EC5twO5oC5oG37LGvTPmRW9tnoYBa4EcwED7D/ o+zfEXnv4f8+1tpfHvczgfXOY49zwTBwNujItw5gBmtfB2aDWWlP994OmsEW sBX8DB1cAhpZu482hwyXginsOxXcxJiZYBTfRoPn2GME+jyCPM/T7o6OTs7F mT37CtZ6BExHz1eBf/LtfHQ7CHlX0X6PNXaAWtoFsBgbuZ776Ml6DxfDxrS1 s8Aw0IexjeA+2svBf+oj1miDdyBfM/+3gYuZewnYzbfPQVd1Cpppb0s2pW2d Zh/6W8B+V9dFTDG2dGKPzmAv39pURowx1mxNuprCGafmQgZl6cHYnuD3rHez foAML9fHHXlXJ+NDt3G2CtZ4gfX68u3l6jiTZ/NMnu2jXJxdn9A31LG6rkb2 HBhnLEgxwdgwkPFn5CImHo+NjJ0AJtI3CRzh2zfgS9pfGeM5z63gar5d0xBn 9KzanLa3lm9vpBhhrPAMnsUcYa7YmXzxGtrXKi9jPkwxwdjQmm+twKu0XwNX sNflYAwYCzaUwldHcv9fGOeRvStn7YRNz8Nve9HfUz8B3cBn2MxFlZG/DhQi Zhm7ykB5Mc7gWaaB6Q1xx961Z/bsd7HHnenMnl2ZXk1n9Kz/4E6eAt0407fb xR0ev8tSyGIMNBaeS9954ADtvi3DBw/Wh0/NSD6hbwxOvj6FvqlgIjJOKIZN aBttOW+bXPiovtqiFLHEnLyKff/OmF9nEWOMNdPT2cwx5hp9Ut/szxqngi3M uaFl6PCv5i90dBO6PZf/7/L/WfpXsdYA8Bx9m/n/FhjD3LFgezHGjsY+9/P9 D1WRC5yz3TjrfZXiDJ7lTdob8ZcL2GNfLmxAWziEbIfB9eYkfHE4a86sjz3d +3RjZiF8Ut9sTrGnjD1agi6sdSL4PvHsVNAEBoAq7mZDefigvng5+/8KjKNv PPgjc2Yi+x7GNDL26tr4v5v/X1SFjWlryvwl7d/TfzMogjqQgbYVET+O5cPm tD3vyLtqIWcCFaBVIWRSthyoAWeBoWCgeTfBtjHQWDiUsw4BvWk3gkfpWwEm gcnyHdAhndmzfw9ciTwXgQPotXc+zuY3+7Zzpuaq4FByqWZk2gYupD0K9ELn Z6KrjaCBfSv534P2Io7xZ+adkg/djGe9OnXH3BsLIYOylCffMueYe5RZ2W+g 70bwDPNXgw586wi+4dvX4CA4BN5grR9x1+eAtYXgBOZac+4k5jVUBz/xfI30 bWeNwcSDgeDhlLPMXefoI6Cf/pY4plxzIPPPqA6OJdfaw5gRZWEj67y7huA+ 7tGZ9pBc6E4d9s0Hp5XbqkN1eUviWsZQY+n+qhirDWlL67GZncZj9lhXF5zK 9eVcq+i/l9y6BJxMu3uyKW1rBme/rhCcV+67izlvGv/qgku8zB4bzY3F4D7m 0Ip8xEBj4cd820T/Hu8LbOb7lkLcwQ3JhrXlAcjclAsZlOV1xr6WD84l9zLn mnuXgmVgJGMvyEUMMBa45uZkQ9rSqcYWMBz8sBh36F1aA+xFb5+oe3Mje3Wp iRhiLHmQPR/SVuuCi8sB5YKO6Zw4iFxkLmPngJvA73KRE82N6vjmquCo2xLn l/t3ah/cRg76Ouf9DJk+BXvlPsXgJHITObXceg977gZrzMHtIuYYe+QczyJ/ P/73VZesvbUmOKnc1Jw6LuVMc6ecR+5jTWRttIQ594J1jF0LHkeWJ8C2fNjy UtC7Jmoga6FKeQOYUBe5S3sZR7s1c1oln9F3NrP2W2A/ZzlQDJmUbRjrnq2v 1cba2vPKFPOMfWvR1TpzY0PwPznMY4lTyi21CW3jsprQn2NOY/9yvpUZZ/n+ g5q4A+9iFpgNvpPig/ZvbP2wLridOWl+VfiovmrN0Ex/czFivTH/nWJwbrn3 K7RfLQZnkbvMStxzmpwyCxufXoyca+41phhb1rDHU/I/+u8uRIwx1liTWpvq UzNSzJqZaihrKTmmXNMaV33LGUbKxZkztiJypLlyMev3on8nZ3yJ9oPo8oHa 4AByAWtQa9F3wY7auAPvoh9z+1vr5KIWHmJMKYUNaov6nL43mvaoYtRQ1lLG ZGOzMcxYtt76I925d6+O1NVR1joGnixGrH4OGZ+i/W/2fKFVxFRjq5xT7mkN aC3YwJolcALoBF6pjrlyTLnmsuT7jnGsNYm1iRxZrmwNPyLJPDrZ4P7kY/qa NqatdcdWetQER5erf8AaH1qrceae6GMo+l1ZHTnN3Hacg+qL3En/iojRn9dF TBmecqK50TVcy5gwN9mgtqgP68uvs/drVaEzdVdgv6nsdT3290UpOLRc2hqw jP9354ObWENYS1gzWzvLYeQyd7LWX7LQ6VHk2ZH81xxhrphujV4fHLZ1unPv Xg4rl5VDy6WVSdnkYHKxCmy8FVhtPdQmzrwoHzWOtY7fnkl37F1b81j7qDN1 Zw5cwfdvlSJ3WwNbC8up5FZHwNF2EVMqE2eSO/mmsCC9GRx/OyhFLfsmeIH+ 5fx/qTzuaANydivGW8MY+o/R/roY7THIe7g6akxrTTmWXMs3E99O8sytBYdL 4TvXskYN9lCUc5WFz+q71yLDNUmH6nJs4v7WlNaWWU3cnZykNf2F+vAl16it j5ht7DbHmGum10VtZvw6k73uw7buqQjOdgX/S/nwbX18F+1NyDCkMjhQT9Y7 WhO51jco36LW5yKXq5NlnGV1IbifnPmZQnB8ub4cQ64hR5IryY/fZv2j+fhv jOyejzs5kmpMa005rFxWzih3fCsfc5VZ2Qfwvwn0pq+xEJzbftd07TNZY7B1 KX1NhfA5fc+cY+5ZDoZWxJuVb1e/KUYsVQdXFYOjHueqtZFrzFlL0puIbyOr i/G2pQ/pS3PT24NvRL4VdUqxxBrZWtkaZkq6U+/2yfTWYc1n7afNa/u+Cfo2 OI8951XEm4pvK77B+Rbnm5lvZ+bMxxMHlgubg8xFchy5zsL0luYbim8pvvnN TzWctVxN4t5DE/d+txRvNfr09lLotHfK8eZ638h8K/uStb/KR0w3tnsH3oUc 85zEieRG+ZqwbXX8fDHmONecae7cXx++ZQ34P9rv5cN3tDlt71DiwuYUc8v/ AWDB+mo= "]], PolygonBox[CompressedData[" 1:eJwtkL1OAkEUhQ9EBePyu64YrbCQAjohAaJEIQY0qMGANJAohXYa38XKJ5DE hBeRVrFDCwoq7aTzm8wWX+7dO3fOObPpwcPlfVCSB8swjEkvcBaXHhm0IlLA kbIByU1KtyzeQZx5DLx1qR+SEtRSQipCBabcrVE30UrBHxpXzKb0DeZf9HXq BJ9PyKWk0arUi0p7aOWhhU8nLM3XpC2+t+HDld5hDHV8J9RvNLvoLRzrZTxP /PwNqsM8Aj3yzlekA+7koQBlMqSXpH3edghHsOG/6ZgsP5z/wg39Nbyh94pu gZ0cfdbgZ89QZ2Rtk/ncs2dmx3ibDCXX+ldcq2m0Tz27f0HNsLsLTf//POP3 FLX/smpycrYD/5tuMTY= "]]}]}, {RGBColor[0.7659869285734348, 0.848117112757357, 0.9125275470064583], EdgeForm[None], GraphicsGroupBox[{PolygonBox[CompressedData[" 1:eJw1WGl0VdUVviS8vCTv3TfeexNKqzIPZVwEBawYCgZoAAFbtYuEQRaICRY0 EIZasLUFbSgiQ7W6BNvCwoAMNUwJg9R2LaEQwGEVQgiwqHZgnmmV2n4f3+bH zTk5b5+999ln72/vfVo9NW30jzIcx8nEn0yMg/McZ2+O4xRiPBJznNshx5mY dJzSLMc519xxVoJuG9YuY74FG/rit1P4f0DKcbrFHeckfn/NdZxL4PEA9jTh /0XZjvP9kH57E/SnsffDiONk5TtONdZ6g75N1HGKmzlOLtbywedz0JzB+LXn OC2xfynoF0GftaDvDvqmtPjvAL960C2ELh3x+1TIyWouvmcw34IvB/+/kJIu u3zH+VZCdE/ijD3Auzu+NTj7jFzNZ4BuN+StxtoKjINBOxnrm7DeEnvL8f98 yJ2JM3bLFt3EhHRoGxOPbsZzIPQ8Bz2HYOyP7wp0cXHWMaD9K+bjwXN6Qrot cXVmnj3AmBHWvB58Xs6R3ajbLF/65INPCnzugT6daUfwr8FYAj4vgecvsD4P 447AcYZh/y6MRbBDJfTpG5WtafN7MD8OWd8Bzz747WRCd/y3hOTNhIwa6HAN Zwvj/wjOvjQmO38PNrwBvhWgiWJtPGRXYO843NtH+L0n1suxtwG8tmJ9CO8L 8w2YH8JYB5vX4hsBuk8iOuspnL3R9BmN/7eD7h3Q1yZkr2GgfRnrnXzRc9/+ QOvnIb8zaHthXorfvg2dqjAPQc/boO+L/TU47xuYl4P/6xiXwCarcO5PMZ+R pfveDLrWkJeNMywHjytYv5Utef2wPg0092PcCLuWYX096MdC5yH41kLerbTG FYF8iD5SBzmjGE/ZiqMS2GgB6J/AuAhnHgmat7BvoMUUY6sKOs2G7FHY+xnO MAl7n8PaTfzmQrc10G1wSvf+ItYrcf6roJ8CPhX4bmI+A+Nz+G5g/jzGfOwN Y+8y7K3E3iPYOwf7CvF7Hb450GOH2bwNdKvIVWzQF3jPI7LkD9VYW4dvoCPa pbDFIvz+W/CNgH8p9p7A+cuw3oSxButtsD4T65PD8gdiyPspyd2Le+kJGe9l yRYHsGcM9h7E6IW1Tlk3oesUrB8PpNvwLNmX+EScuo75F3nCihqMi8F/IdYr MBZA9jPg1YU4h3lr8FkeSBfGBfXhmdbnSib9kv75OHiNC+n+eHfXYOutuIvr GA/CnuVYO5BU7DNWaSv6HH2vS0w2G252o58OyJIPtwXdHsjpg3l5ru6A9mc8 zsqV/xM/poR0x9xXaHvvYFWusGY2ZOZnSw/KoXzK8hPauxBnfD2q+J2KtfOB 9lzC2ACfGAp5jRgX4Az52P9LjFvsvs4yTjFfBppK2Gwm7HgYfLbj7D1c4eE3 QfMF/PwyZI7AXgc8bmJvCN9DccXHxpj88cch7SdO8M54Xx1AsxhrX8d1V4xH 6tHDMPNBrHcE30bs6YTxu6DtYDHOGPozznIf6HKwVp0lu1L+r8Ja9zPlr8TJ j0G7GOv9m2kf9xPLmLNoc+aVetzdfMzDjCHYaCF+u4XxOM77EObVmI9yhRPV 0K0+V3mTPrc6JR1+n5KcJWHFG7GSch6B3WZZ3DH+UqYbfXtInvQdBJoj4N8H PFdDVjl4LMe3JlN+R//kmTaA5uewyRzDxhKs/Rp8usYUi8eh2xv45mKtNlCM Mlbpl4xtzomvzFvMX2UJybwfXz+z4X12j7+JCQ+Ji5RDX6Ms+l9ZhvId8bxf SP75Q9YHIelF+zEGiB+vQp9OWG+A/P94ovs3xr8Eon8bv++LiufZQPEaMT9Z DB2G4d7awwc2hoSBPEsrw5TWnvyduS/DciN9gvdejPlPQrJ7b9CVgX4C+E3E 9yzmfZmz8B3D/CvYf3Nce2anhGXU4R3DNvou9SFv+hrj9xT2dc0RhnXL0fxR rO8x/6MOf4rKPhfA72SgOdcuesKaCGQ2wU4vwqZ/xDmf9pUvmoGmBjQfQMZ5 rD2QozxH/w/h9+IM3TFrLNZajKUb2PMqxp6sd3KFL6Q9llaeOpoWvhJTiEk7 fJ2X5+b9Uwb57/bFswHrh+PCwKvg7cEW87CvhHfhyt5LwfN6VPJPpHWf5E0f YAzQf4gRBVgblqHagHVQidF84iv+idnME8Qf4hDvjbUQ764FzvCNbPleo9Wi 9M+O5sP1wKHOKdWArDFZg9DfiBnvBbLbduj4X098bmM8bXUXa0/GM+P6CVc+ mG+1XKOrumJdoPzTwvx+pKvasNgVbQvTjRjWx3CMOF1hWM06jjUVMbrc+N+J WfDsbv7DGpp32QW6rAy0vh9rD+Mup0P/QRgHuZoXYp4HWzdCTmdfeWtbtvLl OV/++S7O2yFPPtslIRnpTGHOrah8rgXk7DP/Zxzw993NLef64nnDF0bQzm1g 7w0R+fg8jCN9xePd2oT1T5Xl02rDq9cC8fwKe5Nh4SRjaADWG8G/yFWccI0x 9aXVbO9HVQOxFnoMZ303UH2ZAfuc8VQ/3KkjrNbdYXUHfYu1NuNszN26MSoM WQ17XA2LD/2Qd7uvufwk6SnPJ6BPTUQ5eRFGD7KPQ5aPsRD6NmQJZ3mmlNnz Q08xvx70SwPZcSf41IeFR6TzMkXDs7IGIabTPsXmS0WBfJY5jvoMzVHsUg/6 Ln14Cc5+NKxYZZxS9wKjbxFVLVsAm2Rlay/xYZjZkHUlezbWmf1YD2aLjjQ8 H3s2+l9LT3XtKF+4zHj+0lOeZowz1ifgbsfnCv94Tp73lbh0592VWm02zmon 6ldgfcFPfeE16xTup1+y9vsdzt8b5zpEf7D7ahcony+wnL4srdqDNQh7Qube ojzdOXtGYsou04f3UJDUPubYIl89IHtBYgzn1YaVxMyu0L+/q7plAWhPh6UP cyKxlLZiTcj6nn6+ijnUeth2SeVn3ilj8aIrbD/E+HKVG97G/FnsibPujAvv iXvEfPZ9mWFhHXtC9obsX4lPGbbOXoRz9iOsH5kXujqqX1jHsG4k9rCPIv4M xJ1VYv5CTP5Cv+FZmMuesbqCY5nNmQ/LbU5/oC/QLlVp6faWq5qRPO/mAI6X YurtiXFpnOuGq/wei8sXKPeOP3jyufOeekHqQVlzk8ojHmzTC/MT+K1bUv7F vcQa+ttp0z/hq4dP2h3Rh+g/pD1m9OwjWU/TJow/4g7xpV1cftk+rpqVeenT hHD4lO39WUT82J+t8NXrLfFVC5dbDclx6t15rvyDvkE8Zt/IO3o6rflMYjZz JObT0opL7mFcl7qq8dnP9bQ4ZoyMSMs3O1ssT7U8TnxnvBBzeFaemTZeZ73L QKvNmHfYH7FvKDfdiJGXw8rBzGfEvhOQPz9b/SP98MmY+tv2earZqTPrdmJ5 yuqZPp7O/lRMOYa55gLssyUQZm3DeG9a+YV5ptZ6nMcNW4kH+SnZqsnkUn6j zYmtxFj63qaYavcfQJ90Wusp5r1A2H4L/P4R6F3mX4H8brzVqMxHY603v2Lv WYGnmMs3WXyXYa8xNCG70D60/9yIsPsD0LdK6p7zMH4cUQ7o6Kv+Ij3x8wJk z4EO/3PVt9zhCT23YP9e4leg3pv1UNu46hf6OWsYvrc12pz9erH1SvXYUwKe F8DzmCf/OGr14F6L/a3Gn3I6JPTutQpyNvm6182+sIT9DbGb2M96jHowRogV xIw9SZ1/d1L+Q3uyzvlnID/i21i+9ZysizjOsfmbMcmlfGIR447y6LfUn/de l5ScWowXA9VA7KFZOzL2N7nKUW3sHe8RV+8efP8gthJjq2LqAZgXmB/Yv5+x t77nU7pT9rIvRRT3r4D3CdjlGvRZGDHfz9F9PerLH+gXzKGkYX4qtJrkwUA1 E2unv2PvdF/6VGL8Q0R71ge6Q/a9Icv9zO9VCdUorDEy46p7WCssA/12fMXQ 4XOc70pYtQj9rSCqvqsorjhnHNG/PkvoPfMxszHnxCye5YrtZa/Je+WdTvLU Iw2OqXckzhJj2fNttB5wrOEv3+T4rsf3Ab4T7AzkA/QF5i3mL/Yo7H0pi/ps DYRbrI/YH9C3FlutUmw6HzVfbXB1B7yLaZB10Vftx17Zu4slhtvEemJ7L8PA UnsXIw6vBX29J6w/ZP7P/EfcGQx9mmCv4YHwm3yI4dT3sul8wN5q9kdVp+db Db8zpXeTw0n1sDutj2XdSUzl2+Eq6HAP+KxMqzbjnDXOw3nq/8+yd4dOk7B+ r6f6kv7ZPapYoj13RqXXBDsj5dTZ++d6e09jHTjGsIv16h5PeFsHG54zfCPO 0QYTrO4irg2xXDw5T3VLf3vTI+aST6+U+prRrs5aYW96B+2t46M89eHETebt WtONe4lRPBffx/4PJYQlfg== "]], PolygonBox[CompressedData[" 1:eJwtmHl0VdUVxi8hIQnJm/KGxKLIpCjKVEZZS2tLRVhEnLBqQQVdBCUok4kM raAIVEBEQFuHghWpWCFgEYTggGIr2DKoVYYkgoATEFCQQWXo7/O7f3zrnfvO 2ePZZ+99TvM7R9xwX1YQBGMbBEE2v2ujQTAvNwjKQbdUEPw1EwTt8oPgWuaW FgTBJ4VBcHVOECyD6LpIEDxUHASTwI383x+cjAXBaw2DoLJREPQqggYeS8Ao aEeDb5NBcBhsYN1GMJ01j4IFiSB4HgxG/jBk3wM6Q9eL70UN/V8Xvocj6xT6 vIL8Msa1zNeAz8Ee8Pt4ENwKtiNrB7iT/4aH9nSFfhxzj6B/W+xZzPyX4HvG t6HvtekgaArOAzXoVAvOh2YItN/inFOsbZqyffqvGeM16Nwd2gVgNuuvgrYR a4cjoxfjVfivD/qOQ8ZKxrXYPgvdu7G+jvF70P+a8QDW/If5qdg0BTwOZhdb B+nyJfgKLMee2cieBYYjP4bPr2hgG7vznQ3NHHjNQMdLWPsA85XaF2h/AOfy XxMwnnUTQHHC9OJXDv1u1u4CCXQpAjvRsQ9zFWACdAPhMQAM4v/B4FxioAk4 j71sCoaG+9MXnq3g0x4ftAN7kLMX1MFzGPMD0K+G8Rh4TcP+SXlB8Crr5vFf C+bTzL+DPtORkYXsE8w/g5yHFXNgCpgKDqPTg4o31vRk/aPokOS7Iz5+BfmN +S8fNJRvQCX6VYCRYJT8zH+zwFwwD5wmPk6BE+AkeB/5/wZn0Stg/eqE924n 8jayvjHyfoesgei8KeMzo1ibC6rRbWrasToM/Z9kHGX9rej3FOzWEE8LWf9C yjIka3baa8tBT/R/m7lN8CqC5i3GJfhrPvzuYn4oa+sjlt2I7/3Mv4EOpXyX smYt4z9E7RvtofbyZWxaDFaix6oQGreC7wUgB37ZoBt03UEzcH4YM4qdW4od 2y2J8RV838T3h/mOIcXinvAsyqfy7WWFzgUrodmB3KdC+6qguYV11ch8EV9c w5q1jFuhc0vQGB0KwEF45LJ+PGv+gp4NCm379fDbzPcj0EwG78H3X2A4aNOY 2GLNlfD5O/u1KGEfy9fKOco9e/HFvqTPmM7adDCj2DlMuSxSwl6B6YqplGNG sTMXnm9mO8beQL/e8DiA7ivwdxf5l/nLFf98V8PnbmweCoYwLiv0mdVZk8+W Yf8z6P40mAeeBJdA3yb0gXwxAZqZ2LITGSn4f5R0vPeGx3bJBvvDnKrcqphX 7LeH/3zoryj0Xo2FvhT+mZRznWIooZhHhzzmd+HPnvhpMWuWML8Kmcfx5bG0 xynkLYHXTnw3E/mPQ3+M73tZPxyMgHakcjj8CuC3FH63wz+DTjXwOwIqtZ/w exteraA/wPgbdKzIdwx8zXg7Pt6mGGPtveBF/uvOfA/Wn1Yux5e5jGPwv5fx hcWOJZ2xy9GtAPRr6DOpszkU3cqUr9B1MLgJfv3BQmS/CLaicz90mwaP4xnv 0c97VWTaKuaXJlzDVMvaJ53fp2LDQL63Jb0Xt4Mmiq+Ifd8WPAe/Hnx/G9jH T6N/74TPQj7fz0SdM5U7O7C2I/gG2V8X+szp7K1n7l0wCF0GhxgU5mDl4sPQ jEVWOfYeyjimFduiEe0o1rzD2SzBxtGMb0w6Fl5mfb8whyuXD4J2cMZnSGfp MXSYVeicrNxcB835rOuVce2v479Sxr9JuTYov+zQfMRnT2dwEXvz57Rzmc68 zr5yuHL5d/AbmnRPoN7gBeVCsBwdO7N/R+FXC+8acITxd8pfjP8Rc/9xP/Tn oN9xeBwLz4DOgs6szq5qqGrpORnrrhgsZn6K6lSOc+p45N2APsux5zv2o0PS NU72KL9sYe20AuuygflXGUdYUwiyQU7SPYR6iXWsWYl+XSL2rWJEsbIcmyfm eQ+0F9vQuS+8j6HPKOZLFGt5tkm25Sm+wxqkWtQ25rP2GWjH+Pq0Yy0C/+vS rqmqrapxqnU6Mzo7ivGbwpql2qWartquHK9cXw2vtWAZa7Pwdzny56LPNnh9 CmpALegRc++zivnP0Oe/GfcqpdBszNgH8sUUMDXpmqjaqJ6oGvod0PfPcQ5T LpuecCzWsOYD1g4DjzE+jozOzD9Y4F5zu3yeco7XXmhPFGsnMj6rY5B/jPGC qM+SzpjOmno06VsDzUXIujnlsyoZktW5yLGjPe/EeBI6TwT3qC8Be9WrgGfR 5TlwpNDy7wA/oEuvmHUN4LEN2a34zg3lf4HsXfh7bWPnoEPos198s5zjDijv sH4Ra8fxXc93VdS5Sz2Teqde4CW+1/F9NeM69YBhTlRuvDmMV8WLevHssLdp xv/NwQr+u4z51shfgn37+K9vvnvQ1zKuSapN+u91vp9lvmGueyz1WooJxYZ6 OvV2ygHKBerR1as/jU8r4L1b+YvxVcXWdRM2/4pxH/BevuN/DrbNh2dTeF+M vo/HnIOVi1UzVDtUM0aEOVa5dmOhc9lAZKxmPsZetCd2OoC4+h1s7ZFjH8vX d/A9Jsc1529Rx+CUcE+1t2sy7h3UE1UzbogO72c7pyi31IT9rWqqausIYvwG 1h9m/R2618DzNfjvAdconlO2pSPrtzO+tNh3Fd0hWjN+JeNc0Un9Lf6rTLkX VH/UHPqr4VcF/fNgNbKqwNKwR1Cv8Msi51flhAfSjknF5mDm7gT7i+1rxcgX jBdFnQvEcwiyDkZ8Ni/j+wPdPeLObYqZ6yO2QbaoBvWPumdU76ge64D6NeWQ XN+5dPcaB83WLMfIDPXi0DcAjUAueAMd67J8xt9Mu4aolgxhbVnSMahYVAws 4Pso/j8Sc4+pXlNnSGepFvpO8GuTdq7exN8XMx4Bzfd8T2C+HFvaQXN3jnuu nszNiPquUYpP1uCPhcjumu+eYStrL0TWgWzHyCC+h4KyiO+Mujt+j4yVeb5z rMP2gRH3cvLZFfCvT7tXeRl5hxgn0o5FnWGd5Z+gOYfvu9U/QLuwyGsT2PsU 9DOxaUuWbRiZ9B1jbthTqresiLgWymb1Sso5yj01yKlN26bScL9nRl0DVQvV Y+6EdjY6tMG2bnxvke5h/hDNauWiQt8FVFNVW1eH/OSzlsyNjdi3x5E/JmmZ kj2A8UDQLuG9UU5VLVAOVC6UTy9gvCXh3l09lHqpM/A/DY4g6yh4PW37VfNW M56BvOnhHU53udZp95O6s+ruemnMtU535NYx30F0F6lnfAikk+6FVRMTjA9h Qz1YrzsAqIy5N5RNsk13WN1l97HmCzAp7f1VDD2UdowqVnWH0F1Cd+Lx4ZuG 3jaSMee6P6FfJOo91d6qh1AvMTrpWi4btddji2yrzswDjPskHUuSeVvEPbR6 acXcUeRfGvVd/SVwImkbZatqsGqxYl62yKaKmM+szm4ZPJoTCy8h47rAPbt6 9xuVv0AneHcGGWj2If+P0NwX95n9+ezG3WucheYMOAjqwafgkyL3VOqtrsm4 11NOUm7SnVV311/w32nkn0p5rDOgszAtY9+qp6jC3hJ0KA7fVPS2ohqlWqUc olzycdy1Uzn2f3Hr3Cl8M9Dbwa6Yc4Fs2K3ahPxPs/2GUIusu+BxCtoc/nsi amjcTP0Ec0XYsAPfXIl+H0L7U9q9hWrkj4zXs8fvFrunU283NeNeTneUFdgz B5omeZYp2RMT7pVk3/iE3xD0lqA7nO5ym+O+++gNTW9pesPQW8Zb0L+bco+v Xr8WXnXgbMS9gHr4gxm/gS0I76y6u56I+K1ENe+zjGNQsaiaqNq4Ju5aojPU lrmW9L4tSnwGdRY3600n1zHyMPL2oOPnRX4T0tvQjLh1S0H/JrJapBxbeuPS W5dqsGqxfHCG771x94Ka11ufzrjO+gZ4bwRdmR+RYx81YbwOGdXyP1if8J1I dyO9KW6I+E3qZBiDikX1hOoNVYMnw29mgd/OxGNPymdeZ197mtTeRlyLVdMX y68R117lxCUZx7xiX2dSvbdqumq7atbIuPdAe6E3Q70dVuLTIeH9RW8Jm+HX Jd8+3IT8c+O2TTb2ZO7jtN/+9Ib1EeMeCd+l9UantzrdgcRLPK+K+I1Bbw1l YS3qGr4XqebeFfWdVHdT1UjVyvuTzs3KLxVF9qF8qTdDvR2Wh+8J6kFLwp5d vbtygHLBRWnHvuJDufar8C1RMaBY0J1ad2vZ+AL+aq960cA9nXq7K8P+Tv/N ijrHKtfqjqq7an2YOxRzir3qiN+q9EbyRMZ3Ot3tlAOUC5oWuvao39Vbbiru szQFn02Ou4aplqmGq5YrZyt3q2aodijGFGubkblF78Zx5071byn0uzjh3l85 YWvUb4R6K1SNUK0QzeYwxynX/TbtXKGeVb2rap5qX23Yez8Yt27KaT/3Hkm/ ZehOtyztNxu93ejOoLvDjyn3Xnrj+0F3oYx7A90BNiB/Bfz+GfZ8VeEb44nw TU5vc/8HD+ZfzQ== "]], PolygonBox[{{4871, 2687, 6092, 6082, 6083}, {3080, 3079, 6087, 2687, 6093}, {3619, 903, 4045, 4274, 4275}, {5669, 332, 3113, 5674, 5675}, {3339, 3338, 5708, 2269, 5703}, {4160, 1392, 4159, 3367, 3368}, {4194, 4193, 3021, 903, 4195}, {4111, 4110, 4164, 1392, 3396}, {3395, 1391, 4154, 4110, 4111}, {4329, 4328, 3139, 2155, 5528}, {5489, 2149, 5488, 3079, 3080}, {3368, 3367, 5691, 2267, 5697}, {4330, 1059, 3134, 4328, 4329}}]}]}, {RGBColor[0.8133420111591325, 0.8639087709788276, 0.8913125124445003], EdgeForm[None], GraphicsGroupBox[{PolygonBox[CompressedData[" 1:eJxFmge0VdW1hrdw27mn39PEglSFEd97WKIm6nsaSwKJJkNBjMKzINhCRFBq VEBBARsaGzYUrmJUFAgIIrFS9IK9AIEU0Sgi2J5ghfd//nOMjHH3WGuvM/da c801yz/nup3Pvuik37dLkuSM9kmiv2RaQ5JMakqSFbslyU9rSXJZY5L8opwk M5uT5F49jakkeVztEtHsod9uFv2HmuCvejbradOzSd+u1fgG9deqf3Y1SV5T f2w2SeYWk6RZvw1T20sLHqXxC7Ruq+a7VuN1ep+SS5KJmvtErftrPVeq/xu1 92l8qvpnqL9V7WGiHaBvh4ifwc0eW1KXJLtp3o76rSheD9acu9qZb8Y6i75N dF3VP1T9Pev9O++d1S/q217qP6t5OkW/Tf3/Vr+P+nVau7++b1b7n/XeA+NH i7cBGi9ofEtJ/Kq/Xe2eIZ/2emZpj/frWa3+EM3ZU8+X+v7Pks+Rat+TfJ7T nAU9r+l9g+Y4OuRzeKwzWv21Opfbtd+NavcJHn+m8eWif0FPD70vUrtQTwf1 f6u9n6qnn/qt4u9LeNFacxq87/317fwGy/NE9dOad4boM2o76Jmj/h5qjxHN GaK5RTQLtN+3mFfj12idwdrLUv12V9U8vaj5z9VvHTU+V7Rzxe/ewWur+vMk h4y+2ydlnntq/Ap926T3y9Q+qd8XNJivcZpnkr7dS/NcrP4u0YxUO0vzHNTg c/28kiQPq/9AS5IM1PiAZp8z59kj5HOTfv976OobkvHDeg6Xfq7Rt3frt+v0 7X9o3rs0XtNat2QkC/WvLSRJuWRdHpcJvRZ9m+acLT5nNvh8V7SYz9GScVfx OEPfVvV+cl6E6vdV21N8fSD62aLvmXW7WbaQaTAP2MYIdIa96LeHtV4XfTtF 3+4uutXqX1j2d2+KZoraL7Tuq+rvFO9t2stE9VerbSj59880xyZ9O128/JfG XyhaF55Xe6e+vU/094jmIO35RtE01CybJXoW631C3nYyUe2pej+2wTrQq2Q+ T9I+krC5LuoerDWGi/5kyW139TtobFbadnymnu9E+47GH5LsNqp9R7Q7Nfa9 nm8q9i3fqt1SsZ58rHaU1ulSZ5ncrvfF+maz5n9S/fUau1489BbfJ4n+WI0N 034mq7+kYnsdXO/9X6/xGzS+XOOnab5p6J3OdZHmela/X5izD8RfvdzOZzIx zuUy7eFtzbVC8v9aT03zfKP2ppzXZf0xmnN7e8/1I43/j8brNP6B5LwGn6h2 nOT2ivrb1J+mOb/RnP/UPGv1fKL+OrWTQqfeFW/b9P2DmuctZKJ9vK7nx1rn 3hbr/3ydYzf93lXPcH3TTnSDkKdk8peKffRlon1QdPurP1DzPaH+NtF0q9hn Mx9+O4m5n1H/15LVDLUp0V6Zti97SbyN0b5Wiq6bxuvqPE9P0VX03obOq71a TwfRX6N2eOj3CLWPiP490R+XWL8211nH2Bt7fLtieSG3/dTfIVn1lUz215pj xc90/IH28nidfeRFmmeU3q/T+Gi1nbXGm5p3pPj8u76dLJrO+nZfzfecaIbo fYjGP1X/LPmZVM168RPRHFq2T16qfrOeeZr7We3783rzfYKeS1q87sKK98cY e5ku+o2iG6T1l8v2T9Z6V4vvTRpboKeZeVOW19b2jhVrYvz8duZrluY5UmOD 29u+Rop+fZ3fx4vn77Te5JLlvVedZX6R1l2m73+Rty4vDX3eEOPnSgeeqLft /Fbju/TtPurvp/6CmGee2gtEk6j/EedSsz1Oy9l/Y5f4SX7ne2gY2xl9/Bxy wNf9psH6T1wbErYwXt9+Uee5mIfzwY9Bc06dZcJe8Hv4hj7q7yW5b09Zhvib Y8LnjA/bGKZz6KXnYvUPUDtVZ1kT/TS1T2nPndW/Wf1BerboLM5Ru75k3fuD 9vUjva/TeHe1d+gsn0YGOcsD+SKTsS329TeAW/SU4Ef0P9dzl8bTGhuu9S9o 8PvRGh+iffXAr+tpJ/oxGpuvfkX9KeovEP8t6k9W//mafXij+NrY6HgPHlpT c4xoyvjsz4+Y+3z47Wc0vpa1NM86tf8oGx/8M2sc0Scww1VVY6BJVcf/voEf JqXsK0a0s59gfnQv0brHiYeV4ucU7f0K8dBf7U7Ne4m++ZfmWVtv/UEPTqlZ r+ZLbuc0Wnbo1MX6ZrK+fVxy7VT2bx3Lxgj4RfRzgGjGY4Mt9hnowiY9r+R9 RuNytpsFcRZHlh2niFctRa9/nWg+qrMN8W1X/Bp8aTzb6D46/3DEMXTvy7DB dnoWaj999L5I7Wrt8UD1Z6qf0/zj9PvGnOPMkvb+/sOqbXJz1XF8vNaYK9l1 F0+/Et0i8d5dcl1XZ3mOqnOMwT88VW9c8XTMtST4ubXi/m0VY67hEafOavT+ 2fv1OdveUTXbEzEGm3qs2RgczIYdDNPTW+MNzcaZ2MnQtPFea/i2IfHtVwXz 9H3BPI6KWEh8Rp+xQdYZHPQfNzgGE385c/rItkPGtH/S3v+iNVbr+6fLtgfm wc+8UzSu2CaakxuNqcBOF+XdB2cRW3ZrNFbGlzwScrtfuthF4/epXZixfeyS rI7K+VxfEP+PtvPe58Saw4N/eB8TOgdWZx7wOvo1Kubvl7N/7F4znuC8P1I7 PHQYXZ6r97vRxYJzhFLgSrAfmH5y4IUpDcYMN4vXnGgek06Vc/aP9+rbTyMv ID9AP6GB51tLzkVmaa2vm40/yL8eyhi7flaxX2c/2A56nY1v8Un0OQti4LXx 7YdFYz8w4CXiY6x4OL9g/zoizhF8hr5tEG2jnmXqt1N7Q9551T36drl0vZ/W WKl2drMxO/kCNnRO2BE5IuuCH7aH38eejyn7HD+RDE7XnPWaf4z2tJvWHcRa ahdVnO+MyhsPgYvGaN0aNinZliOfIB8jd+io/jN11vm50u3T1U5I24a+iPjS O2M5LdT854r3t+qct3yluZNG41FwxK7IB96v2mbz4uH7sumXaM6FZeeTc9LG t/TBuPnQuWOyxinodFtgBTDD7WnrNePERHz4+ojzgzT2eZ3Pbp7WfYn4h89L O5buJ/l3j1j+tdouOWMYsMx3acfJfcTX3+rt+/B70xuNoz7R913z7nfJOyag 98SDI9p7Lfz/nzXPZLXXq13TZFyBrpCfod/IuVPKeQd5068kzxu17qiy5UUe RS5EnzMln0oVjLHv1Hm+T5wSzXtq76l6HvKYy8H5DaZvTTsXvyTteEncPKpg bH5bg2MPMuwavqJeNAPV/0L7Gi1ZPK2xcXn7C/AtOBkMBObJgodrlnNO6w4r eO0zao6P5PPIpJpyXkMO3Jpxrny5+L265HUf1dh+0vl9m51jsB7rDih4HzfF Xiblbb/YMZgVneih9oSi49fJEac2Bd6D58tDbsQ+MBP2gg3tCDuCV2gu0lqj s/YrI7XOUL3/QeO/K9hu6PMbsfTTkNs9ojtC43XiYWTW+L4q3kaUTMt890ft Bh5WZYw711ddC6Fmgo0fSL5YbyyBDaD/YwrOd/eM/OQZ2exK9Z9We2bRvras 9btljPeoAdxRME6/RePf5Wy/d1YdX4mzvfPWnWURHz8OHLKq5HyMOZn70bT9 wN36dl7OcQgM8nLOMewDzfNkxjw/JJoL9YxRf4T221zzGujp12Ffn4v2X3n7 CnwG+cAPeUHJ9SlyvqHaV/+aYwSx4qZGxwhiOHUIMAm2QW6Hf8G39M353Dl/ fDXf4p+HNhvHYnv4D3SeeM0+zq+3T94ZWBxfcGnJc16XNU7jTPEhxFri2+7i +cysY8O+Gjutvc8RrPhq0fjuFbUjNc8boh8t+ieqlg9ymlayvo3RHE/ljWHW Z+zX4G+vgs/sh7NT/9W8Y+Z7at8sGJ+8UbD/wrcsqDq3JMe8MO0cYWXUWEpF Y4G91R6Zt6/eV7SFomnIKcnpnova16f1to1NUVcgz8VfoJsHhX5OzXmNznnb OfZ+RN4xhHoItkruSg7bL/SRWgPfgKfAsuBIct4tkfcS08jjiGvgS34va46D ix4nz3s/bXvulnce87fgE3z1ZmBZ/DhnWCw6/n8eOdIpRfuq8cT2ov05fp1c 8NOYB7rPonZ0etH9Nq37as789QyZvRGyhW9qAvgN8CA1M+LjoIL1/+yCsQsY pmvOdT5oBkTdb0H0iY2Z0OE/ytc/oPcbyo6FxMSc9vtIi+kXZFwLwA9MLRoP UX/rEbksuTb61zdqXxNFu7TF40+22K6wr7Myltfq2PseRcuiQ9F1LsZr6m+p eY9X5axD6NLrBftu6pj4X3zrmpiHWE5ML6hdoLWWiua5jPHLnNAfbHFp2CN1 Q/hvVbs45AB/oyrGkwe2OIchl+lSto0+m7Ie1UVuT95Izrco6q5zRPeE+g+W Xc8mX6BuR710SqNx9eva10ca21pzbQg/0rFi2U9qtm+h5s032Hk55bjFvsFl lSbzz5qstXviOj21X2px5AHkA9RziEs3p4xLjss6d2mtGQPemjJGZ9+LAyMR J79tdO372PAJYJ8Xq64pryavzBl7kcew5qLggdprOfh8Le0Y3iJ/U20yz1cn Ps9lqcCNWfuvbyWrzc3O/8n98ffrGl2LBxsfkjbWXlX2+OVp301QN0bmv2/2 GuC9F6K+DIYhL+mYcp2Z+vDqqDmTc5N7gyO5Q9gQ/bFp69SkqNn+Meq236g9 NG1eqP9VYy/Dc/Zb1IfAU2BXMBX8Qs8ZT6+ahyezzmNYi9j6v2Xrw8yc6wTI 7RCNN9V8Lo0188Y9B/cB1A+oi3LPAWajtn5i7HFg1L07xThY7gDRH5Sy3TP2 WNBPKFsvzs/4TodxvqN9PHJLahzkct3E+zad8Xytu7XiNaixw+cDUVecqfaK sv0bfu7LqmsNO6o+c+Ifutqp6LPHpsFWW5uMrzbGvcaAkutWYLlpGvukYr9C PkTtgboNPB1Wcy1tYs44FEwDnumfc9ylHnCC+JmA/Wjs2pzjK/Ut6h8rm10v JZc9r8kxGn4n65kvPrdX7cOIpRMqphlfMWYlFt1DjlhzfMlJ6c/Wb2eL5qyK 81D6+KkZWd+NTS25jtIt6rTMDR/UCmi7Rf9K0awSbxODtnuMw++q4JnfeIdP 1oaHvhnXzh+PcyTnoO6JP54sHt7iO7U/jTPirLY1Wq+4O+NOiFrBVzn7O/ze CVXXOWc3Oi5tEe1Hza6jLA3MQP3jHdEN1tjbVeMU+twVtI9aNDXp51O2bfIU 7IbcDDvF1hm/Smvcoe97aPz2qmt4+4TNUgPmTqUa+R806D68bIlvV2adH86o Wue3hi2jp/gCdHVV1vnkXVETw49hvz3CX+Ar8Cu9UpbhiphzWt61eeRFrKSW dmp82y/65Fb8vjVoqF9uCVlNajSvV4VP6hR+aUXVNkFOho30izodPgNfg994 t2w/fK3GVom+P/OKr/VZY/T1+n1T1jne/Krr6N82+06VOb6Neejjt6gP3Fe1 T1ij7/5a9jzt8+b/iJT9TFvZvnFnxXuAf+yNfXFm7IWaGbJGzm1Vy4L7JXRq W9xfvhu83Zb/N0/wMKfqtdZlXfOAN3w78jsg/BXnc1rI+aWq+x9nrfvYzPyw l6tStgtyX/QMHQOvPZcylsNurgyaiWEL07LOaYmxR3Bvq/lHsU/uH3PGc9wJ gKkZJ4/nDpI7vk453ykTa4mz/1c1D+mc4yDjxCP0Gn6QFetjt9QIwAL4pd5R p7om8AB3uCtCV3ekfK9EHGQeWvZFrGNtfNBJZevWjTmfD/2tgZmhgbevW4z/ R2V8t8G+Xi649rwm4tSSstddXDa+5m4VjFSp2jcvrTjeMM7ctLODBrtZHjxz JpPCf8L78qjhc1c8Pfjnzgms1LViOc0MWbGvmfE/BhNy3gc+nnVao/ZEbGyL tYiBjMPXQS2uax2s9uc1Y7Pja46J0BPLuZfl7JblrCfwszjqJzdFvzX29cNe 08ZBw9Nem9gHdsRG+4edrg4bwVbIq6gvENNfaXH+8WLaPg5sQ15G3QE8ha/Y XDb+BJ9is9gG///A3Qa128PLrqmDOckTsGPosGXywFNjTmwe+8LOqGeD2+CD fIg4SK2JmD434sKtGa/zZsU1h9b4fw/wMr6aWAMOg+fvyq7f4DPxV7/U+xXi p0/ZPhy8hd86vuI7r+PUlkq+Hy+WXNuA/oe6YMp3OfANvh3W5Pz/SH3zS/U3 pS0bfAjyYV5kjO2TH0ND/XJw1TIAO4MdwBBgLu5qqElRm+LuBLx2ccU8Dg0+ yWPY1xmxf+TQO/6fBIyFH1um8WmifUrtpS32TZeUvM7qqJcxN/YDngenUwvA jyyN+2jupVupv4j+xIx95o6wBWpL8NoWdUh45p16JDiGd2xnR/gu/l8EHA9W Qy/oU3vZu+z7gUXyt49VTHdeyTFne/gc4hiYgHN/P+86CfUS/qeDO4Z5UZcH +x+Wcz5AXnB81vk9NORV57X4Hpz/L+AMuCfoE/km/6tBHtk36oyc3SbR/Unj t7R4H9tjL/yPArl5190tC3Tmk7CLXmE795acY5Jr4rPwXe+2eN+zYu/M92XM yflxjj+pWU/gj1oK57VfnNmtBeNzcDq1isODT/AkWBKctj7iIPGQO3lqp9AR ww4M3jqXXduhxvNg1j6YWub3FWN67ii4b5wSdwLIcnz4eeIZWALsjd6Sm6Mr xbCXSsm+FLwC5uEOjLsK7i2zJesbd4aLK/4frScqrutR37s06nzoAHqyIfQZ 3sFj2Bw+g/9foMa7d+CkjoFxyAvBWOSG4Ku9g09w32dRu4CvgcEb+OSQyIN2 xd4Xae9XVl1TnRB3PX2jBo79YYfY3eg407El+wB8AbZDPRW7w37JzYcGPfct 5ObUGAYWXA//oS7e5NojsRyfPSv8NjkldxLkldwJr4j4tDHy61El10zaQlbk SMXwb+W4d6hWfW7kftg490WcBXXDc0vG8+D6rXFnsavFGGNl4Hb0dHbo6j8y rmdyv0rtdHbcGVF7Yx74BKsPiTOaEffR3EszRp6AT+abWfH/Y8xLHRkcPzDr +7ne4uvZkteihjox6rmPZH23Rj2Zb6hXYDvEV2LKN83//v875IYtke+yd/QX XS5EnXlq7P3OrO/cuM8gvpDnsxZ4gHFqBeg8Nc650ed/pzjbdXnjMnwc9vv/ mKyGow== "]], PolygonBox[CompressedData[" 1:eJwtmXeUltURxl+WrezX9qtgAZcmJCaicqyQ4FEsWIMiBjEKiALGgCCLgER6 W5QmokhVpERBYJXeFZYqqIDAAY9SRDpiRCxIfk+e/eOeb+ade2fm3jt32lfc tnPzf2UFQfBKpSDI5ndQOgiKCoLgIh/7Ay8sCoL5lYPgFGMR8KFoEDRlXism HwYeyrdquf62HTwdC4KOOUFQE/r8SBAsSQXB4Pwg2Am/8ngQTIXntfB/jPlz C4Mgi/UrmN+eURxGHvRm0Bsj70Pgh+BRBlwGfQe8ByeC4DfkbYVnDnB/ZF4K Lc2aMtZ/y5oXgLsib3MoCKZkguDKKkGwFzwFrTc6jGb9PvBewGfQb11eENQD Pw08HH0uhT6VMRi4E/JXIX8iMv4Er8eT7Jn5wxnToB2FZwny2jPnCHAZe9qc 7T18BH47PJuj61rwu1i/AJ7Xwbshoww4Br/W8KrCmihwOWtaMHcw57Me+Gp0 7MLc5xkNgLszZzTzd2q/yB/MnDhwJZ0XtKs5g07o+jv4COgvMQ4Bvw//26D/ gTOpAbybOXWRf4wzXQw8Bp4fMrcEGSOQ9QqjB3Btvk2G3pPRjrmnOe/HgUfB 8zpoo9lTZc53BefXGbwWYxL0XoxOzL8XmX3h3Z8xDNoBRu9sz98H3A0dQsgK oL+J7uM5ryWVrdMbwPkxn79sJI+5DdGpG/ObYa/V2Mst8B8EfgD8ZuCzfCvN 8p63RX0mOpslyPwIeBjfasLrCs5sGfLS8NwMfoaxCX0+jHm/0v8F6Enmr2H9 OUYKeBc6zeQ+s5HxOrLqs/4peNdHfj3gL5Fxir2cZuwG/oj5n7E2Br+FwC3R /2X0Hc/oyPxHkLkI+ll41OYsZ8dsa8sZ54EzEeP36hvy/8m3l3LMbzzyX+AN lMLrU/TpBtw25rs6iY6dsI1uYePak/a2IOK3uQi8JfI6xLxX3dlc4HGMzoF1 fh34LdYfhfdPyCiFf0nUsqTDc7IHdDjF+IR9rWO8H7bv0JscgPwbI7YV2UwO tH7IrIS9DOJbb+CP4PFyJZ/xQuDjjCXMfY/RRPYLzzHI/p0xivWdof8bWiXZ E/q8GLetrofHPHTrAz4W/G3o5az/ive4n9GKdY8xfqiw3xLOZzr3sZ8xG/gA YyrwUHROYhspxgLkvRq279AZPgutO/jmLJ/JM/I/3HEAbTXy+wG/VLG/CeAP cC4rkL032z7iO9avYs4WdLuBZb2gFWIDa1k/jzk/oO+FmO9eNi/bvwN5c5H1 NN9uZX1rvQfWDtaZAvfhWz68i/k2k7kdK+6zN/t5j/38AH0A9PnQq8C/Nvs/ hqyvmDMW/Bf0yTB3CPRJ0Dawp6bot4lvKznLcJHfqt5sBPgyZLSrsMdlUb/x XhX2JV9xHn7pfPP8Gfh0xL7nLPTWrP9dZw7/JvC8APwbc1qxl53MuaD3y/ld z7kcg94e3Tcir0Zlv9nJ4DWReTTbNiJb+SLm2HCQcT/8e6L/tlyf0YvA18Tt O+/mPpYzdyz8c6vYZ/RF3n3w7Ao8EXl3Ak9Epy7oPor59yp+sGYCvGtxhuOg j4FnGP0T4HPR7Vq+XZO2jcnWqrN+K/yqIb8qcI+E8S/gVwJcE5lP5TmmFQMP SZvX36GnkPUEPLsibwLfCtH1Ytz70fqf446RipUt4ZEtf5a2rV6PvNnILwXP FDimKbatZ84u4MuRtw54ivQtcAzeAq9Z7DEEfT57Ps78c+j4YJ7taxfybuG8 Z3A23yn+QKuTse+Qz2rJ3c5n/Y3Qr4PfNHifgGcr7YexEXwPeKMC+0T5xnJG A/A94BuAt4a9VjpJt52MR+HdHvzLtG1Stimem8ALkTmwwDYt21aMV6zXt/+m HYMVi3uAHwc+ljbcGJ03MPc48loWOMaug7YrbVmNZF/IWsWch7M8ZwO02YrB 0K6F517WHoZenuv3EYe2hTPrDz5JOQlw1ZBjk2yqh3ILxsh8+/yBnGdr6H1z jT8Cnp2y7Hbwrwy8Km7+ypm6hOxT5VuPAh9jHOYODjE+RtdPGOc5jx/Rtypn NJn7bx72XSlGXse6jYV+C9vBfwB/Jm595R+ehl8WPG7N8h3NYj/P8m0Y9OPQ 24HX5k2Vo98F9BuOrJByDuYOYvwIfTXzW7D+L9AXwPsS7GNWgXPGy7nffzOn WpZ91MvKVdB9M/rsRkYCOI+xA/iIzo+1J1K2ReU0Zaz/VflAvm1GtjODsRDb yQKfrvitO8h3jqdcr2PIvlhvXG89lPFbGo0+BcAtQvbNylmUu8xlP9XlexmN o84hlUsqBigW/Aj+TIF9mnybcgblDjUYY6AvBa9eYJ++EnrttH3JHub/EbgG PKtH7SPkK+qkTVMOplzsDfB6rF8N/lvEPka+5mH4/cTZ9Iw5dwnQfw6yJkFf k22fuCHsmKXYpXj2bsoxX7FfOXJf1rdIm64Y91zYPkC+QDLfTDuHVi6tOwgD f6/7z/KZZqD/ik71s7zH0eC9EvZF8km9E/YR8hWysW3Ak/nWGrgM+hTgJPZz EfqVrEkAP4s9XgVtHvubCFwctW0dY80hxcq036piwjnFGtbsz3GOtV35Kfrv AK8PvhT805jhvvDfGnNOq9xWxcyr8hWMzxUr5DOhHWVMz/IevwOuVdVvQ/s5 GXdMVGzcwqgKvY5yuhzbSG3OZmqR9Vf+Nlx7Z/4XOX4jMWh1M7Yl5bCPRpzj K9dXTTWQvTWQz0V2hP2PTTjnVe57njnddd9h51rKwZWLK8dRrqOaZADn80HY axWDFIuGMi7muqbpFbKPkW85w3g64ZxJuZNypi6czzzVY+Bb0OEDxQf0u11z 0W83+m1HxoO5zolT0NokzEs+qzW8lzLWAtfFPsYxd3LcuYdqminA1VizNcc1 za3sP1Pks9SdFRc5RitWKwc5XOgz1FnKR74ack4sXGc8E3gO9AaK//B7W/aZ cq32HvSzwK/E7XtVQ3Rlft+QawHlgCuhvxv33ATrx7N+X5Hjq3LSL4HLQrbV pXozzF8Lvgz8NsY66NsY3bK852XwerXQtZnmHMUWD8T9HhTjjwA3Sjp3mAbe GPiduHO9WeDT9T5Cpv0HeV+lXGP+v9aU/tAv447mZNlGZCvSWboXo/NQ3soc eC5Wvcj8uUWuWVS76MwvKbKNy9aVkz7E/AXIuyTPPvQX5HVI+O6Vw5bAv03I vBQTFBtWyv9xNt+z/jF4TYhb34vYx/PY9rSE7+LPyh/hP57RqLJjpmJnXfBl Wa7B6kSd8yn3Uw6VRNfNEfOeDo9B7GUE+y3MsUzJLs0435R/HgX8VNqx6DO+ tQUewfn/mucaW7W2Yo5ij74dgN+d4D3Q9wTjcfg9yLcB0H5jzoki51jKtTrA sx/nMS7uu9Aetdd+he5NKEfdovhV6FxFPncO8OWqeaA/xJo7WH8o7F6FcoRF 6Nc0Zdo6zqsZ+r8S9tuWfeyHfy70OtBrq38B3CTm3F53fjtzT2ac+6rGPAU8 MuxeRS3mDEk4Zit2K+dW7VYaruit5Do3eTTj3oB0lK6qATRf99sh7pqnpKLe UWy4P2RcNZFq+7ujzvWVAysX7pvyWelMdbZ6I3orsinZ1knwBfnOIZVL3p90 rS8fWz9sm5fta86plGOQYtEb3O9udP085tjQlm9tobdJGe7Emmjcd6a7u4dv jaEdLDSsHpN6TQujrkVUI6t2joHvyfYZ66zHssfiAscwxbK7E7YN5bTKbfek 7fuUcyr33BsyP9U4leB3dcq5g3xGQ+CbIsaVg1dB/7vYbx/2u0I5EbRvwH8B v4U5Xyf9RvRW9K1UtpR0b0AxcqRyuJhrXcUQxZItaefOyqk2AzeKujfQjjXN oacSzp12c2ZJ4J/SzsXko86l3RNQb0A1pWrLHlHjyumU2x2JunenmvvbqH24 fLlqVNWqi9FvfZ5riOHqBRY5NiuGx4FLI+4tKSYqNkairt2UIylX+hvrB7L+ Y/CRzO2JzJwcxyjFKvlU+VbFHMUe+TT5NtUofZA/J2Rbl0/oDK28oh5VvvAO vPdEvfdSdF7BfTyRdC9OPufJsHMy5Wa68+Vh5+jK1cXj65BrWuF6L6vjfqN6 q+rRjYm4R6denXKOhkXeg/aimrMWsqskXXvJBg7Kd0MflueeoHqDykGUi+jb P8CXp6yrehjqZagGVS3aD/p9eiusPwmvQbpf9RYjpqlnpt7ZqIhpOlOdbc+0 c1/l1O+ynzvQd02Be37q/TXJOPfRtzuB8xivF9h+VVs+n3Ku/Rrvbwe01gm/ Rb3Jfep/qp8GPgN5rwFfCLs20Zs6rPwvbF+sGl21+qiK/p9y6sHAzVjzcp5z COUSD1fk2+qJqPdzA2NZgffcj73lZhyLpWM+cA5jLPBflT9H7CPlK9XT/T3s N6a3ppzuCuVvKfemxVO8V0TcW5I89WLUA1IvSDb4GPf3VspvV/2VCSnblGxL +cYM+NVIupenGv2KpN+c3p56sOrF1ktZN9UwnxXaR8lXPan7ifhMdbbq2TRF 37fSzu2rI68c/JuwfcMm9cfTXqO1ilEPJN3DUi9rEDIWI2tRyrB6fN3jrvFV 6+uNLmH+xqjzb9XsZxLuIauX3Ab8sqRrQtWGi+SfwStHXcuq5lPtV5a2Lorh B9FtZNJ3rxigXu1VEdciuhPdTUnGuYBsRLYyM2neqslUmymn13nqva1JOMYr 1us/giFF7jGr16wetnrZXQvdK1FOo9ymNOqzUk9BvQX1XNV7lU3do9ov5N6R ckLlhjdl3IuVD7454z1r76pBq4H/D4T+hg8= "]], PolygonBox[{{3617, 902, 4041, 5092, 5093}, {3306, 3305, 3616, 901, 4806}, {4187, 4186, 3033, 1621, 4581}, {4807, 725, 3462, 3310, 3311}, {4036, 4035, 4705, 1664, 3164}, {5598, 2218, 5603, 3228, 3229}, {3229, 3228, 5596, 2217, 5591}, {4098, 1379, 3356, 3870, 3871}}]}]}, {RGBColor[0.8606970937448305, 0.879700429200298, 0.8700974778825422], EdgeForm[None], GraphicsGroupBox[{PolygonBox[CompressedData[" 1:eJxNmnn4lVW1x89vOOd35uF33vMeRX1SQ01v1wrUysrh3koL1JJyCM1C7qPm vQoKyHwdUBFzuCoKCqioYCTG4BwqyiBQzijoc3EoQUXLUlPB4d7vh+/isT/e Z693v2tPa6+91net/e425Myjz+jMZDJ9ujOZLpX/Vshk7i1mMueIHpDLZB7R c7Po+3tNrylnMgtF3y/6IdHvJ5nMMWr4nsq13aavFv+beu/OZzKXlzKZZzXA SvE/3ZHJXJPNZL6m53viy7UymaEq67VMZr76vFs896jPg3Luf5T6mVbPZPqJ /1rx7K7+dtNzjeqHFU2fqr536clk7hL/z1Q/SO8D1OeFGdfR52miX664v0Wa z8uJ+2cdB3eaD57+GueHXV77L7SWP4neQc8XNXaX3q+oZjJfaGQyg0U/KXpc j+tvFs8Vqdah8j6Ns0b1u6ivmt737XT9Ieozq3Gmi3+antlNz411D9R8topn svpsak1J3jI8UW1/EGsZUvC3U1TXmzcNzzGqf7Lb83606G+zM65D/sjizKiH f67oOXryXZbfriHPe8R/v+a9Vf2foHkdq/cF4jlIc5qp8lyt+1DRt4jeUfSP q/5e0/yPFr1I9LdrbveW6N/pGaz+huhpqL852tfd1Pdm7flIyeYxZCZ92Cr+ ffSs1/tCreUFlZpSZkvUwbOo6D1mf7+ktjuL7qtvIzXuOpU3SeZXqX6Y6g9g bI11gMbaorFmNs0/o2l57hpyOET9n9Hj9mv0HA+PyiNUHqnnPo37W81nnp57 VP9Yp79Rv7fGnay6pyWHo3pcv1Lff6J53iU6ET0662/UP6KxpcaZGdK9aXpf qra7dHgOrHG5nmriOVQSyxTZ/rJl+R2QswzH6bkx6/ZbVf5Z7X+pZ3HBa6Gf RQXLMS/eB9qZzE76Pl/z/Zvqvtxtud+o/m/R91kq56mfyVnrcDbOI+fyPJUf hDxfSkxP1vwPFe/wLusYZ29o0Jyjj8Rzquh5GncY+6hxJ9BGdZOlG2s05qqw A7tKdu+h2+J5Tu3W9phvicoH9ewjeqn6vEo8M8X/stq9krNu7NE0/Zn2eUuP x912ftXXdPG+o7H2FM9I0YeJZ1HiPheqHKs9GlP0PDpatmnYNmze5h6f/W9J Vm+JPlzjn1T0/L7S6e9vxRqPV7tn9Rynp7++PadykOpPiX7gWZdzfUbfH5Xs X1L9nlrPHxPT50k2pxa9hh+IZ7ies/R9gZqMK3quq9V+QOK9btU8/tvR/6Ul r/tq1c9Wu/f1rMT25r1/Kzp8ntnrXVRep3X9KWe57K7334ecp3XZ/mxk7Wp7 oJ5vImft9R6cCdHLNYdnxL9M5aeay0F5nxv2nbPI2XxR/Kv0dOj7rpJtS982 qXyzx+d2X+bX7ZL5L+m2jcQ27iXeeTnrwHKd54Eq79D66j2u31/vG7rcN/Zo j9DRk7T277Rss95u2FYsLFrOu8UaacsZ+lasa51s9VDJ4jmV5az3iT0aqnYT e6yX74t+T89/5X3G8AdTVD8ib11ED+l7yXZd7fJ3zjVrQZ9Z1xLN7wLVt6Wb 9Yb36CLRH1fsV5eUbKueDvv29aBZPzYUO7NvxrYGupS4/1yX1/Wu5jhJ9AMZ t3sm2l7XtCxvk26/0W25bQgd2RB6gs3ABmE30E9kxvjoDPqya8Y6OSAwwOmS 11/x6Zr7JXnTq/V9YM486C32FTuLT3mo135/VdP+CF+Ef36523pO3/1FH6hn neR2E75B7Te0zPvzTvu+b2TtB+n3dq13cd56caPszBOi09Rn8UnRV6gcVnDf zJl9QF7IIhc6gdz6FrxWZIWtGhjzR5fZD/YC24x88EHYgZ8X3d+ZNZ/5+WXr IOftr+J5Snu5Wu1+mNhfbMrb/h+Xmh4s/mLBZw+deaDbfpj3lQ2vd4XKd7Wu t8U/VnLenDf9TocxBWtgPfM1lzuKXsfJqc/66WXPZXPwg5Hw/exJO7V8/i6e mtrU9fyL5lBSWdazs/pckFif35T8L0jNc4fm8GuNO7DbZwRMNKDbOGCRvvWg o+K9WeNUo090Bxr9oaxFPdgILHSx5LdMfR6sfp7X+845l8z5EdWvFf14l8f8 dafHBRcUO33u5uR9Tmk3JbUM79PclxWNgdj/xTG387GNRc8P2eMrsFnYzcWq +33e2AL71DfsGXNhbuzpT9Tm4Jz1D2yM/oIj+6Q+c6PV/w1t808ue+4H4ZdZ b9F+hXa0p58Lw3fgN7C3hxaMh/GzE3vdzyrZh40588EzKbVMFzfsL/AxrAM7 jA2+VfMc322dxAex/+gBOjE1Zzkh238UbevpE7wG/Q3VX6zz+al4rpDMJjd9 FseUjcuG91j230lMf1vlCJW36DlM36/MuS1jX5h4z/6AH1Zfr6vubM35BZUf i2e9yvWaw8lF29gL8Cka62CVV0uGN+LHwW7dpp8Qz9uBJbGBtD+rx20eq9pu TJDMxjXd/9im8W09bP6QoveDvWD97Ct7+lrBe8T74MD57Tjr6wJzHpJ4rIMS r3Vl1usdEPycc3wgmI09KOnsF0ump2oeNdVfo3IvtXtOdQ+rz+ltz+fCsuse j/q22qUlz3db3NDjc873J4Lnf9R2leiflo3hVsU8p2t+f5FcpkUMsTF05j/p E8wp+fw4cZxypWT29bb9+xdbxo3gxRx+rOB4Zqyel0Lu+4YPeiv80NGJec6v Whb4EXwxWOVa+sgYz0/tse5cWHc78PLGgs8se3FJ1XMl7rkksCf+CIw7LWwL vvScHvvToxLjYWIOeGcH/zMFz+1N0WN6zL9DtBsdbQdpbvNFq2lmZtBtaPX5 OzC/yjt7TFcDo4PVT1e5Ne9vTewZ5y94wPjQOvrb1oU+ccbo+87geVJjPVH0 HL+XeD4TqpYvMmQd4O6xQbMn0OCTp1S/KOs9OFN1s/TsJ7n0aVj/1qif8T1e M+vtp7G/lgt/rfHOKjhOLGqh00V/s2och787IuLKkwv20SO0iH7qc4V4puTs z7BFzybGaet0jp/vdAwPbr++bd0dUTV2Q1/xR5uzPo/4c+Lpg8OH/rHisW9M bZM4h5xB4oFDA6dMVv1X1W4tZzRrvLIhdADcxRrvD99BnA0G3hz4HBy9X8HY BR0h/kRnt+jbDp3e62lxRmZV7E/AfPiUPtrjEaKTrPdXXW3b07NqtqO1ps/6 4JgDezs/9GF42XYIG3ZB2Ws6XvszvOb+h9Wsm8wH/Ryk93d5b9gurtPzSofn 1YzxZ/Z6Hxc0vO/sOeef+BI8AZbA3+B3flq3b905cNp5avdJh/vsyPkcgl/e qvu87K5207M+b5ydJXnnH9irv7Wti3dVjEHQDfzUsdgrbETVMfvDEbfvG34S DI/8iC2pH100jR0gV4LNwfYMaVmfn6nb7nJesAOUG4PGNmyMc4RPGR+YkHj3 oax1oX/bMQWxBTgXvAtW2wd8UbBuj5N+7Cj+CTVjpD0KzsFcp/o9Ra/QGi+o 2bZNqvv7nsHDOL8MnD9APB+TV6k55mG8j1rmB3MNDKzeN8YFi+0dNHiKObA3 n6r8pNsx7JcLniux5PTUceWKxO0Yn3jhrIb38bJe402+Ub93tKV/dPKW8FnE RnsFpp3QbblxnslzgVOmlJyTA0OfGPE6MTwx+/DA4NCfqc1nWWOJWTXbhudT x5rEbOz1+6nb/kH6Pid1PQcGuW0N2RFT5CKvskfEFchpadY+Cz3BN4ApiDuQ MTJCPtMKjlHvE/8nVctpmsaZ0bI+/wCspWcidqNufPXvBduBwwrO3xG/c55y YB5igNRx7ELNuSvnHBw+5r3tecuKdQceZNuj71s6nOfhTNAGm8zaiMHx+8Th 0EnNeTcwIeNuUD//W3AfnKETI35BzsQ8yPqUhvdtqcbdX3uzX8m4bEXg/0fL Pl/gUc4Y8SFxzDUl7+GgwJKPpqYfST0H4ivmQX/sJfu4JLGNvldj/bjm+h/V jPGJXYmFeiL+AJ9/gL3M2maOLvmMcFZuKdvmnZNaRz6N/gdHbg9dfFVzeaXg 93vZ0w7b8y054791ETv8ImS4NGJDYkRwXZr12f5F5LTgIUezNvwO+wyORqfR oy0Rl7Fm6pH/As3vu8yjYv7vhm7gK74fPORWyVOTAyRvQhxwc9M5mO8VnIch N03OGT17NjV/uWZ/jB3DvyxMzf9qxTEreQHiE/LUtH2w7DEPi3GXZ22Xscmr Uuvqw2XncXsjr3t4wW2Yw/i283UP6hzkRU8Fp6mc27B+ndawzXyo8HkejfLw xHpGDDQ78AA0OrRR454t+tOK8xrkgkZ1OJeNj7tMZ2qfpuu/1LQtmRB2+LOK bQc5wtdSY4xPKs4h0ye5wCO0pisLzkd0tU13th2XDQ9Mgg8n74NNI7+DHR2v 8pqC8yrk754t2O+Qd+0fc8CmXV53/vzNqs/X0MAw61OfHWLokyq2Hz0aN63b 9/655BgUf0kchV8Fr9D3hyp/lnVedrT6+T+tZ1RqP42/nlS1H58RGLhDfZ4r 3he1d7dmjWOJo5bG+vn2dfBU1r748tTr3Vo1bgO/pQ3nKFnrkern+KznwRzw /zuETweTse6/q7w/cb7gNyXPl3wT/KuzxovoJr4Xf4z/3aHqfehoW67Il7zf 6qJtLDQ6RT3z4E4Am4At+F3iMzyn5NgeG0E8jV7QFp0Bo70YuT7s9vSo5/u0 oEtt7wV7Qh59TcgRXAAmAfeuKXoe8H2l13Ep9wnjc8YcnPGZEcsQ05BffCHr GIVyddCrQwbQ2Ly9wp9u0ljnZL0/YELuOZAvOThyYcu1nx0a/+5u5+1vT0zP 0lgn1p3HP6Fu+wQNBiP2WRk4amTdWBHM2GrYbpEHGlFxbuyuumW0KubZ2zDd aBjz3hu4t9awzoyq2s/vHTiBeProrHHr/LhbwD6DNcGck8rObb4atndSyfNh XvgubDL+iziPeA+fi3/mnTsC8Bi5GGJhfPfiiAf7BZagL/wkvgybSYyLvmP/ j0h8BpbUjXGQMX6cc8n55EyS25ga933EZWArsDQxBLkeYlxyd1dEToSYG3+A L7i2bfs/oeKcLngPLHFxw3Ih33BAYGT6Ya2vxnrP0DleUHDuFTu6NLDrgW3b zG+2jTXBoKyd2At/T9t/bbvtr7QXfUXfIfqYqu+DoMmZLIzYGXmCZRYGjUy3 3b+on/kFt8GOEQtyBmZELAQ2elzrKpfMQ5/Q5BHgQ7+mh469lxpDlDSHe+rG xHfXfU86KDAGfon4B9+0c2LfXEssk67APNhN7OfGqt+h24ElpwW9IvDEWxXr 7UsR4+/Ydp/0vbFmm/WaypVV27vjatbT48OOYTOwV9iTv0T8TFxM/DEvYv5q w36x0rA/h8Y/7hR5v213ZFXbCuKYwQ3nIh+q2EcQW2Pfsc/PhGyxizdGvEBO Gl9IXrc37opnR+4LvUWPOZ+c07Mrjtmfjf0iHicngl6gw1dFju7auumpdet1 v9Bt/PbmuMd5uGJZgvXAg+BCcgrLqj7zP234rLI3yH1Tp/nqgT+hwaCv5x33 QYOnOB/Yipl509RtbNi+Da5bLsjn16LvrljWk0U3q9alWaLfVf11omeInlJ1 vN23YbuD/Tmu4fwjeUjymmdXnbMid/VGwznJN1U2G7a5icohFdvqn9RtC5Dt 13qNbz+QTB/odPnhP9FgXvJUrHVTrHG0MMdW9T9G5aimseM5Khc2nOMYL93s 27Q/20vlwJrtzhEqC237nXLbOTvsyH6if9XwmTxd5fiK8xhT28ZeYLDr1HZM zTHD9Wp3U9n5gLGqm1Ez5v6H6s9NnJMkT/lU6PrkhmMhYqJNxEO9vq/brLoT yo4hltd8/4pO7yz+28rG2GPE/7eW7zIuFb2uZfw4U9//I3XOn3uAu8rOIV5W cwxDnHKp6L0rzvUdmViPkSc2+XDxjMUu9Pp+C1v8gsozq8bN5BGPrBnDH1Vz nEysOhEZVn0Xwv3tO2Xf1z7Wa1v6ftyFcSfGnRM5iNdKxgG7qe3AsmM0YrXz U+OtC1PPi5iEuVGiE+gAsch+Qd9Zcpx4k/hfKtln90sdWxJjdtSMe7Anl6TG pmCRnUSPrjoffWhiu1mKHCy5nZ1KxkLco0Jz74tfx79/VPU7fOw3uKlP8B+Y OP/yLZUTq86zfZ88T+TdDkuM58B1V6YeE9uNDUe394+YjpiB2KFSs98sBc8d oQ/czx9Vtn8C7z8a9uEEcuF5nxfO+piS/yl5MDGmQ/7gzIVxr31e6jr2Bn+3 fZ/YI3SjGOMu518O8U9Uu79qjI/E8xdwetE0dwXc8XPXv6f28aKS727Xiv+i yFmT/xvJ2S06fmOc92Pcrpb/0elWeb2eM0XfwD0t54q8cWKfhB+pqzyvajtL Tpq7W+5wf6T6L9SsA52yJZtqxruv17yvxdAl7hCGxj0C91vcc4FPjq3a7+7R ts2nHrtPnDKs+DnvsKjHZnOfgt3+KOhTIx9F/+SmWCtrxj5v+x785O2ZB3HC 2F7nrcapvLhuLEFejfwOeZ6ViXmHRJ/kpflfJAlcNyjoxUHjKzl7nMH7kWXZ WAhMNCT1Hc/Q1LaZPsE/xLCnxt3QK4nfX01sU7AtL6mfT1u+8/qs5bVzP0WM zNzWx1paqe9VuV/Fr4JdtuGWinPiZ+n7U2p/k+inW4617yt+/u/YfdEnvvTJ 4ud9QONb58U7NNifGIA45FrN83b1+XzLcQSxCnHBO2EnsZfHp/aLP0u9PyeH PNlr7v6IMSmXBU0fa6Kfa6JPYh/i0WVxV8hDG7ABe3VS3POCwcnBgcPJ+bNf 7A82HptCfgK7Ar3dzowLmm/YF/YMnj5hf7gngYc+yHtP5px2+D79kuLnddDg EvwA55O8OXeY3GWSV+Tednbcaa5M/R/YY6nvOGYVna8hloX+DPtd8T9ka1O/ w0ccsabT460OPZwZbYmVb46xlqW+B12eejzqyRf9ueKcxWLqq8aoYNVdEv+3 1Kft9Y4OmZA7JSdLzpR7fO7quLulvD3u7djn26N+TvCQ2yS2pZ8vB17iPOLL 51Yc101IvWfsF3Ef5Umxd9v7Aouur/j/nrnin5/6/vXO1LHvnBhrY9P/gO1W 9b0CsQdxBzle5k+ulv9MuD/eJfLQ8HDfwdmifnu7RVH/WMX53xtS69Ud0U/f oMk9Lg5+2hITlCMWwAd8EHhpZNP3B9yvHhdxE5gQeSAXbBT2GJ+NTQZ3kwfl bmNs2bkc7njBIFsiluS/Oe5+wLe0w3+Min+nOCt7N23Lz4h68tPMgfwGfhh+ fM34uA/mLhibxJ0mdol4e2vkNE6L/NWxsm1zEucc5ya2fR/EfLAB3PHjj/in gXvsc2r2mSflHBvwryL/NdHv7IrzA+QJrgw/xnmZV/F/FnNVv7DqWIGcEDr9 UcxnbGr6torvvpAD4+GHOYvbzyY0cp6S9zs0Pg1MSAz6Yct3Efx7yLqpY+3o B3ct3LO8G34S382dFbrCXqP3d+WdyyeWJT/Fne8TLWP8OxPjTeIq1o7dBR/w bUuMu6BsvEA9mGpTxOPnRu6VGI39erflsf6u8o2Wc8D8m1lv+l+1atO5jjvz jsEnxJ0eesM9JHkz5rcp/u+6tez3/jHnCTnnwRibvSpH7mJzjDW3bD+EP5pV 9l6x18Ti/SPPRz9gfHKq5Ka22cWwjcQJxETb8vNF2y/2aE7F+8h+/reeguQ7 MbXdJr+DfmELsYnYt3sbzpvc07A9REfRIc4FbTkb2AvsHbZuRPzvQCyM7aUe 3dohcna03XY/3Ok7xJmRiyKHTs4JPYWXf0AOiv9AiN2hR8WdxTsRJ2PXGQM9 vUFzuz7vdT4XZ4u7S+4TvpTzf1Tgd9YOP9iWc8R68VeDwmdx90kc/mHVe5tG Lgt5sH7mT+7kgLjvQFYzw3fcWnGfnFewGP+hEmfzPwr51EUNj98v7qDBmNxH om/MHZo9GlZ2Lv/hXvtCcPfaiMew5WeUHf9zP0Qu5Zhe7zOxFOdyUvzTMjKw J22IES/O+47h1F7L6bfSr3ta5r+7Zb+BH8J3MB732cwDjDMl/hkbXPP9Nf+V MN+xcfY5N5wf7nrntVz/m5bvdcGr2BTGXh88jM0cTpOd2dDrtpdVHNcic/j4 P2J4/COBjo8MPWcdH8d9CeeDb+SR6OOF6J978W35x4zvY0dEXoszNylsC3hn dWAqzs4l8Z8e/gJfgh8BN7XjnxN0bEbedv22+AePf/GQw/VRjz3DroEPH2+Z /48tf78heFj39SE3zjz2ihwOeo8eYdt3LTo+xUZhSy7LW+4PtUyfW7YNgw8e xmzHuOQ5ropcO3s2Jewwfm9q2IZj6pYD+W9iSOwg8QS2ER/K+rmbJL9Mbvmr kXMm97y65X5WtTxHYlTmQI4Bu8a4xGb4BnI5zHNm2OH/B5LZxeY= "]], PolygonBox[CompressedData[" 1:eJwtmHlw1dUVx3/Jy3tJeGvyltSFVhTca1Uc6lJRpi4gIBY0imitqZ26TA1L IOyCBFk0yDgECLsgYFERI6AguxAWFRXCojOIlk1EcVQqgoD9fP32jzu/c35n ueece+85594WFZVdn8wPgqAyLwgK+G5KB0FjJAgONAuCr8uCYG48CH6C4axw EAzKBcH8TBD8CL4E5peBJ8CfLAyC5tBrkvyPAYO/UxQEp7P8SwTB96Eg2I2+ I+gbnQqCMfDWM9LQcujcCu/zzJmRfsYNxUHQnjmWoevfjBT63oTnW/S9UhoE LdF3Lv+mM/fz2Hca2fGMgdBeAY8hH2UMQ9dd2PgAtEXIdAGuRSaCbBH/Hi8J grf5VwRtOf4sA34WH1ph22XIN6Irzr/u8Ldl/g+jQbAQne2gtUFmD7Q+8K8m dlcjXwWcYjwC7VHsTwJ3xabz8H2m5LH/oOTD5jmD/seIxxZ4NzOqwGfDHwk5 pnXY+g0x+wn58YxtwAXoOB9dE1irGeh/kvhsR3Yn4znkp6L/cuz7A/gp4vsU 9IP55hkM/TXw1vmO2Sj070BfXcRzHEX/EyWODVMEq9D/OTK3oO/PjNfRvQf+ vhCboWMXcDfsHRixj/J1MTH6kFiUK345x0Cx6AN+AHwNowP+dQNfB/wf9N8O fBujAXwg/BniU8V4GNoC7L0C+QuhT4L+HnNOLXLMHmW+lfh4OfNNJF79WY/n iOdzyAbQ65DNoG8f9JP8+xu+nUJnb3T1YuxD30Z4/pnvf/vBT8dtawvmyGeu tfizF/le2NyMue6H5xC0E6z5Rq0F/7pobvQ/yNx3YMPmwHN2BG4B/U7onRl7 ifd/+XctvOXoO5bxHtNeu5QxBd0b4va1FWMi+D3YfCW6ljPf3SU+EzobWpNF 0L+A/1bgE+j/HH1Hiclu6D+zJoOY707+HQA+yXxjsGUR8m3yfYZ0ltoTnxPo 3wReCf09+K9B32foex94PHOsgJ6CvixuG2Wr9thG8HvweTn+1kAvBy5AX4d8 2/QGvMPBL4OeAh8BHkPntJDPVEJw2mf5YmIyDt752Nci32dAZ2FU0nNrD2gv KCaKTSd0rmf+gWn7Ooo16Q99OWsyBngs4x3tFXR8gnwv5rgx4zOks/Q19H9o /XPeq3fAsyHnHKVc9QP4ecR7pPYw9ObMXwN8gBjVE48wcz4KfT3/7i72ntbe Hs2/rvjSCZ5RwL35d5K50sjPwb557Ke3Crym69D1CzauKHLOVO78jvEh+Hb0 R/Athc09oM1Bfzv4f4vO3wD3QP53wC8j34jug8jcx1w5/nUs8B7MAveImbYR nl7EqwmeimLvee39GsZR9tZNyAwlVoOhXx1xzp8Xdw5VLr0UfQviztHK1bKx DPhs4lVRaBvPAo5i7+iQ11hrfT7rNxs4hP4LgPdj0wvg1cToAHAT9s9D18uM idgyjjmOFnkNtZa12HQK+6aBfwDeB5lD+f7XGzifPXcQ3cP4lwd8VoljpRic DVydc+x/0f7I+czq7NaBbwa+D54N2PJH+BuJ71zWZynwCWTmKxfEnZtl0xPI 34s9hfj/NjrKgddALwt5T4xj/hrGFYFjMBJ4YNx77StGBfKbsp5bOVm5+SFi MjzkNRgBXgt+Udg1RbXl/ax9V85T7puDvjzWYzHxnkt8h+RsazH/ngJ+Gh8G QVsBfi3r8R0yi4tcQ1VL52Hzgoj/fQ/tHPxvzlz9od+KvnOUkyM+02cDF+ND P+j16GuGvseVQ4CfRL4e+aexsTDkM66znq/zBb0zPqwEzytzbtC/EPAobGhL rJr41wddhfx7W7kaepH6g5j34rvIx0rso3xFVfAv1qYcmVfhfYVxAfy1KZ8F rcFqYlPL2JXvPdI37Zqo2tjEqER3gnFtnnW0RP5PGeeGOka14plwLKoZt4Cv T3qtlcMPpF0TVBtUg0PA1yUcm8mMYvSVgY8IOUa/L/MaaC2uh384tPYZ55ZV +qf50d8Qsk2ybTgxX6n1YyyCdxL01mHXSNXKOHgT/mbQdxz6q3HnVuWop5Ed mvNeKENmLvq6qobneY8niedL/MsSi4XIH8L+ATnzqqd7Ke4coVyhGtcd2lXs l5fCtvFK4H45nyU+wWzlf3xaCq2JOe/Fn4aE4e2McvDryuzrUPzpgL1PsIYs WbCHfw+WuadQb9GPf3u1t7G3Ef++hn9nxjKSVY5QrngT/vbFrjGqNb2Zryf0 F7BxIopvUo5XbuDfzcCP5Hz2NvDv78CN/NsBrR3zDcGWVtjwWrF9kC9V+Dg2 Yp3SPRmeiyPuAdQLvMscC8LuYZdgb13Kc1/FqMOeImK8GrgvoyLuPaq9qjnu RV8x9DVh9yxdWIty8K/AZzDfU4oPPKvAZzKWorsW/BPgTYxSeKfwr+7/861A /mNiMku9Nv5tBW4Jz05oe/BnALK7sOGKkGM6D/8jZT5r9fC3Vm8SM6yebq7k GTcAt8Hnt9B1Nz61KXAP3w14Lf/aQruJsU5zZZ271UOql1zMfKPDjpFi1SPl XK8c/RnxuwiZT8G/BN8PXs2ZOhHxmd1D7CsYw8GnE4/16kcSrqXq6Xog+xNz bCt0D3M86x5OvdyLrOfPzL0V/uPwdld9wd4ujNPInwHflnAPpl5MPZt6N9Vw 1fIQYz/449gUAU7DPyDpnku910B8XMB8CfXMspfxQ8xnSGdJNVi1eD3+Hgu5 5t2MvmbIr0XXDvBndDcC/wh8s+4/wJ2Z4xT2nQb/GP64eoqwezL1Zuph1Mvo jpTF15IS7wXFULFcmPHaq6d4PeOcqdypHKtcK5/km9ZkFLYdwb+HwM+B/iq0 B1LuXXO636n/irrWKwc1oK8ankZoc8BrwC/Enh8LXbNaqX4mXTt15nox3+iE e03ljM7wNzEOF3oPbgceHHXvpjVcD74MHVuw52PkeyJ/Qda5UntQe1E1RrWm kjEFuCf7Yyu6ZiI/DPkq9C0rdM1W7X4sZtos2ZhxTlduPwm9U8xnTGetknE9 8G2MAcCDGSOwfRr468ALGVOBL2K992JfX+y7EHgqc8D2K8906F9k3Hs/xr9n o46RYlWlOwGM+/h3OPAd9EbVy4xt05nS2Xo257ut7qBjgRexfldF3IO9of2e 8F1bNV+1f0jctUx3pFn4MzTpu7nuvLr7DsDGkxHfAXQX+C7hu2k39ejYsiTl 3DIIng7IbwNvCHtPam9WJbxX1YMshn4461qknvxL9SKlzv2ycTrw0hLnCvWA zfHtLWxIhnxnGJdzjlCuUI/8ru764J2UX+EpTvhOrbu1zuid+DIj5rulenb1 7h+gr1XId/IX1WunnFsHSyf0Q8jcH/aZ19mPlbkWq6eIAu/hX17EZyrB3J+g 4xHof4W+O+c7oe6GyrnKvVOz3mvqedT76I6vu772/GfAW7BvLfo6Mj4ocY+g XkF7aGjCPY96nyHQy+Gdho5J4EOJ2VRosxSTAvv0Pr7NSPktRGdMZ013Vt1d dUev1F24xLlCNUC1YGzUtXKZapJ6ibjvkuoJtqP79oz3su4Iuis0lPjuMgf+ mcRrRqlhnRmdHdUI1QrlrFSJfZJvWiOtlfaI9opifDDpmq7arj39RsI+ylfl sE5Jr4nWZhf6+qqWxWyraoZqx3H+fZPvM6SzND7hu4F61q7YvjPntw2t0S7g MTm/zajHbMDXw+joHvGd9hLwN5mvI7QC1uww8uOihvUGobeIIdCvB67l36qs 3wj0VrAZ+UZo55Y4F6oHVi+8Nue3Cd3Rp+HPhKhri9Y8L+s3Mb2NqYdZm3YP pl4szfhR/UrSuUZ7Tntvdalzm97U1gBPybi2KAb1wCNj7oVVI1Qr9iddu3SH /Ah4WMy2q0f4tVeI2fZNjA3oezjrty2d4Qr1AnHHXm9ceut6Me3ctAT+2cDD 0DE95DtKf911YqbpDqq7aHXSvVIN+NKs3/T0trdFexz+dTGfHcVcsdedW3dv 1fB+6L8k7VypO8SlwGegfx5xDm2Z9puS3pb0r1XaNVS1NMYcvaAl085VqrEp 4JXQrw6751Hvoxgr1rrDHov7zUBvB6oxz0QdE8VGNeXbmGu+av8Z1uQvSddY 1dqf9T4DvjJj337NWeo1M+491DOrdz4S99uAevBNOb9J6W1KPZ56vXtifjtR T6feTm98eutTT/ZR1j2herUJevNMuWcTrjfE19C3g/mOFPrNc3fcPbF6Y90x 56NvUsq5QzGYnHJPrN5YMpJVzVbtVs7vn/abgd4OdEa+RD6a8NuV3hyP6T0m 6rcd5aCFwHNL3QvrTqi74acx36V1h1mB7hZJ92rqKceiq13GtU17qC34NWXu tXWnaA18V9Kx1ptge73fZt07qadTb3cm67dhvTHpraln0muvnkS9yZKs9556 cPXik3N+y1TPXp9zTVZt1pvKTOI1qNRvv7vUo8X8hqi3RN0R9qkexkxTDujB XDdkXPvVQ6iX+B/wn0TG "]]}]}, {RGBColor[0.9080521763305283, 0.8954920874217684, 0.8488824433205842], EdgeForm[None], GraphicsGroupBox[{PolygonBox[CompressedData[" 1:eJxNm3ecnWWZ98/MnJnMnDpn5sw5NEERFAUNvQWQEoqwlAQIhCp5d5VFpCxF VGoSQUMqIQRISCghCQgB9kURAZGAJdKkC7gkLi1UiSLBhZX3983vl1f/eD73 9dzPdffrvvrzmXGnjj6ls1Ao3NVdKHSpXNJTKFxXLBS2U+V2vYXCTD0/6SgU xqucoGep4DuHDP9flXf1+duX1Pjy4N8lnG1U3qJnaz2vCK9f/V1XKRSqwr9N dX/X+w4qb9WzvZ6Let0P/dMX71/XfA5qFQrLBR+iciuV0xlXOCtrhcJlmudN 7ULhO+VCYVvhTqwXCjOCc6dwXu31O/D0wC8JPk19Xca75nO/5vaK6i6q+Ptl wSkPKxRuF7xQ+/E74XxH5eMp56m+qnKunqsEfyT8V7R/YwT3a049WtvRgsdp ToepTUN1h6rcU8+1WtseKnfWM0vwTip/02f8LvXzjtZ1s/BXaV2vC54heLHg XYT3A/X7eqNQ+PWQ9/ooreOhZqHwlOZ6rvZg9JDn8FfBSwSfz/6q/K2e/1Hf M7XGySW3Xa73K3s9/6O0joOL3nP2n3OfrWe9gr9fmTWe1+s+703b2amfVgqO 1vPjPuPVBD+p8phe78f9Rc9zA9X3qM37gk8rmAa2z1jv9hmGfh7XGh5UXVXr u6zi+bOOjzI/aBLagiaEsqbddulnm9Ad9RcWjQPNvNjl8cDpUF8bCb5c4/y+ aHicvverrOuZKJw/lvx+jOa/gcpP6Zmn+mXCX6357yz85U3Dk9TPNqK/d/Xt NZ1Ro9dt6eeaovucIHil8PdRu766z3mbzPOdPs/5zuzNX7M/B3f6/QLBs4T/ G8HbCD5b422q8kfqZ6zmuVT1K9Tvi4JXCt5N7S4WzljhTBXOsxpkuL53CF42 zP1wZ65Wn68LPrLgdsC0eU79/EhwFVouuc3nOl13s54e5qM+Fwl+ueb78DPB m6j+tqbhJSrvVP//Kfh9tR0p+AHBy7s8X2DWsKBp/gCfWNDjPj/W+0TV/0G4 31b/twzz2Iz7mt4nqa+Z2ufXuZPatwWika+q7tzQJ/QHvJvwr9D8/6b9/WGH nw8FD6rsVn1Rz60dLnk/ROOup+9Hlbzepb3+Bs2+l37qgvcUvJeeFQXX/U/q H9czTPWPdXjP2Dv2uk9lb8nfXxbuf+vZV21vCLxS831B5Yt6hhddB94bXaYL 6AM6/ovK98EreBz6FHrh7YwLzDz/VPI6V3d6rhuqfs+iYea8scrPlrzv/1vy O/CQynX1rFJ/uxYNv9Phcr3Ut1Wuo2cX4U/V+/qCdRSFz5QMPyd4CmOWfG/h DRuVzB/4vkHwj+5xPfxnetYI/Y8eMJ89dMDzael5r8O8dRPBhxXcD+OtZp+7 PP/nsq7PBB4oGf98zXNAbZsl8+RJJff7XtY1lDVSNgPTbtO0RabBm+BLH3b5 DFZ3medQD985SLgH63lN9Z/TWIfQXuXmJcPXaNx62XivCucSlWU9v+twWSqZ p3Enjiz5jpxWNMy9phwbmP5GpU/OH9oar3nWhV8ru/8uyaPr1NeO8F3Jj3M0 x+srnvN3wmO5H+flvkBj54T/HB2+jTw6XveryXp0YH/UmZys+rs11kLVf1vw EepzfLdhzoH1sc4DVb7ZYb4Jz4QOSjl39gm8Dwq+G9w1eNrsLt8paParKvfX 83anvx+d+/hNZGOfZcPBPYZPUt2vcje4F0eqzz/3/eP7n4NPf/SLvnNp9p89 36Ts+rc6XVfJueytch/eOzzfAzPnjk7D0OEbwZsv+PCiYfBZx8jcNfreL+PS 377B+V36pw/4IefL+b+SfXtY5WrxwCO0L1Xx7ZLk/a9VX1H5S411m55d1Wl/ yeXzwr9RdVsIPkBjbdRtPsh7O/cV+p8rnGOi4yEvXiiZ7yOjkc9fUv1XCi53 C4+CP23e6Tvd6vS+wdPb8AzG4k52ms/8tGj9bv3IjqPCA29Q/Xqq+4Jw1un2 OfOOjKCvAT07aX1b9niMu/ssr5Hbgzqjp9TPxcK9S3XrRpfYTbLgKMF7aJ9m N62/3iS+cUzdusxJos8u9VPs8xx7AjNvyu7U8w4eazlL+/u/GuNMlXt3G/6z vp+j94Jwvq1yj6LxaTvU7fq/CGe45rm3ni/ruUc4Vc1xU+RmVf2oPF/zmi/4 XcFzmLPgVwWfqj6nau7D1NevNe8/13y+31c/c6u+B5MHLQP/1mu5/Au1Ga1x H1J5hXBeUd3Jgj/WJfua+poieGzLd/10ff9ey+u9UfAG6PuZG/o4+i5nNhue o+fTgrfW2H9QW21hYbBkfgo/nB4dGZ2qWvC5gXOZnq8LnlGwToU+xftF0ACy IjrVipL1Ib6fpvprC6bfntDwDprbyC63WdHp+0b9uVXrrRdosEc6fD9uLVjW Pd3rOu7Nm/n2rvZwf81jmcqrmtYhrm5aB+b+w9dvaljuoYO8J7xDhP9Izboe fXEXOR/2ljWPzPlWO6z/jVb9WRx/zWt5TP3tqu+76LkqMgRZguw6SOuaxX50 Wgaiz8MPJw8YRsfvDS9Hjm/RbVtoH70vKrpkrG/o2bfT9hF7M6XTfIk9Q19E V1wgWtlE631p0Pz6Cj0tzXm++jlOz6hO61A7dhlGx0H3Qc9Bv2VtjDGnz3fg cr3PrPr8n9Skn9LeNLrdL+uZlf43GTT8d53RsUOWI8cMmfdvGH77X03rt0tE j+WWefby7NmIsmX3qk7D9Dki3xiHPd0lOFeXvNfUTW75rv2sab1r3T7Liz31 fa+yeftWWtfuZetX9LFr+hyv9luWTafc3y1zvvBtZMN+kVebRrZ+Q+03xm4o /KPNFMGfLRufsWjDe7vD9DI8fTKXzwaHcuPgUO6ZPndSuTN0pvpfdrkefOa+ R+bPd/BqHX52hE9wFwM/g97f8j7cVTUPRq9FzlKu32ce//k+81N4Kfp5v9re rT72KxoPnE8Fn/3EhqMN+NRtEBx4wVZl809480/V5+3iQY3MuT/P7ukfvWjn 8j/mvlPmzB3bpuz+4Cv0CW+h3DrwNoHBodwmfAr5gJwod3lcxkOPer7P78Cz hPNSr/d2VMs6zgf6drDg47nfGmBMh3H6VS4asl6EDrU4tgY2x7Mqn+m1zv90 YHjFI3l/OH0sTz98fy44wE+nLfIc3YU7QMk7NkJV81lGfcV1y1KP3gke9gV6 2UOCT1fbB3ttqwBT92DgpYGxcUYU/c4dR7Y8Gdt8bMXfezXmhi3PE8aODBsZ uvqiys3LtiuXaw+3KJvfo5sAYyM/iY4G7ar+vC7DnEW17LuDbgwtNELDlAOB sX2AOSv6+1L6rIXncneQG9Qvj87CfJ5XuZnKL5QtE58tGX4m92+v3DHk7WbB eSZtkF3QzOfLnjv28RezRub++cyfMaiH7w6PbOe+I3t+q3kt4Y7ErsEeQU4i L18QvI/2djOt727Jh+PhO7oT+6rPO9DdBI9X2yf17WS9Hyzd4C8V8/Oa+OgX 9bwsnC+oPL1inf5I4UwQ3Cv4+Lp5Ozjw4bLkyGuqHyX+vJGeJwRvqHJVl+H3 VF5btI2Nff1R2f4K/BY7qXym2/bNaNH6YzqHw1R+tuH6jVVeULM9emH8Ujf2 WE/AL4GfDH8CegQwOt5P1f90lTNUjq9YtzlOY9WEf7vgxfgBGpahD6j8hvq9 D7mvcVcL5yPh/B+Vlw54XxcL5x1kUY9t09Hq6xOV54vnnz/g+okap6V+xquf xYPWcy6OrnNixbbOcPX/hHD+XW0PrHsdC7KW/Sse+37dg8f7vJ9t+KL6elY4 dZUfiXBOUH8vI3O6Xc+ZcZ675Ex/pPncIfh2zkrzvlffT1C7SsM29A9UX2rY Bv2+4PsGLFt/L/iOhvXR21XOwaeiMT7GjySc6/E7DniPF2XPH1K/62s+V2g+ nd3WI9EhL+/X3ut9psrR6qep+uHCP7/i8z6lZX0FveVRlTXhvqGnu9M62Mzo YVf3W6+4j3bqY5rqj0CXLpvXY2tMEs4k1f9Q5VQewb/QvD5UOSW0N6fufufq +4E6g2XYaCp/UDT+JSrvjfy+T+WvNd4I1T+tef646rv4YL/tmkmxbZaqfj3W 3rS+NCM6091q+yXBi9T2JPYZPUlnt0h1nVrDhKJtDGwNfIr3tg2fUbbc4uzG xj92e2D8zbf12G7Cp4vPF5v7+gGfxaKK9wN89uSVmu2VExu2bzg7zvWyhnnA DJV7a96PqZ/1G/YN3yR4nsor+73/s/ttw2DLbNX2+tmHO7Xu3/X7Hj3eb589 tg978d2a/QTbte07w4c2r99zX5L53162DflJzfdj1DDfkQPaprclGvPOim3G M7mXOru5mkNnm0tuXRbdiXbY2bRdWbdP4q6a/ZL49n6hcTcdNP7PVXdL3X6v ddrmSR+GNqDNwdAn94T78t2629D2m9qfl+uWkys0/rWaW1045wn3O3X7BU9S fV39Dgh/vr5Pq5hvXBp/Ej7Kc/V+vub3OvqO9v7m2GUXik5ub5lmoB383vj3 8U3hP1gVf8K4zI07PUZrO1v4h/fbnp0Qm/a6qu3FM9Tfm1Wf9ZJB09fc0Nt+ Fc/lEM39+qptx7Nb1rPRtzVc4TDN+0G9H6b+V5ftMzixZt4PH9xF5/dS1Tr8 wkHriqwdHXK+dJSLBJ+ttmMqPjvO8MbYBdgH3+/32U9UOQd9Cr92eCc4O3R5 Hfh30Mc5Y84Im3GJcC/stn02sez3VTXbBOzJ/ap/uOQ5oLsif7GTkbkfdXq/ sP3xT50xzDb+4V3mD9h96BXcfXSMuXX70R/Q/myn8S9R/dYFy2vOC7k8oLHP 5U5pXUOCL4BvCZ5Rt46Hrke7D/SMLdqGgd/Cd1knvAP76t6KeR08D785936u +lm3y3wHX8r8LvNTaHW2+v206m+u+J7hiyh1WS+mHt0Y+sEnhQ+q0jRcbhp3 oMf42Osn9Fg2IpPfVdu9VD4Y/naV5vCTpv1Ed6l8q2yb7zTN8ZzccfzlE2qW 9/sIvkq4sxMXWBZb+Ki6fa74XvHHrplrt89096bP4isqpxR9X/DnE1dDzlw+ aJ8kfb6FLV+2f+vf1PcZqr96mOUUugh0UO407pXB/27T8M+FP3eY8dEn4DG1 yJ0z64bPqJu2kK/YuODOSf+PxE4/VjiPCh6DL0vwrr2+G8RN8KOv7LZuufuQ +erSfvM1+Nsk4Z+I3Onz3UBvJOaBfoiPBZg4B3QMzpwO6yvoiei32D/dZfvI 8POuUv3pHX4vlu03owQHWYCNCQ567EFF65TQLXosMPEX9E30Ufg75dPxdyEX gfG/UT4VmPLJwI92WK/lfqH/Ppu1sAZgXFSUzwTeIvM8IDpbV9n+H+bbk/rO suvR5Ub12dfEPURf4x1fBLGtUan/uORYAv6UjQPji/+ynr/ruQU7peX26H3w dWQJshle0JGx3qg6RvZ6037JF7I/9PVxdGxwO4OPLxa/N/7Y31fNF55pWhaz Fs7qP4q2Q/Yp2BapxpYn5rVzn3V+1k+f+C1vbZkPwA8WtozzXNXfGBs/J/YH c6Mt5YuB36+af33QtE3zQmI6VeZZstyCpusl+7W2U7l9yXefknd8GVtg75Rs lwJjMyNfqdsi8OaB947dUY9fem3sAfsJ/3AjPmLGZx74t9H7dinZ/1aPf++F xD4G0s+IknFuK9jOGRH42sDz07Y/a2kEph/a7Rr8UsZtxG/DuaM/bNVh+oA2 tsQGK9le/qRpH9wvhnxG7C20QEz1j/EfPqVzOQG/a9UxOOJexLzwBwJjX4MP DrYkNvefUr8WD3t9VNE2JbJmeOi1P/Ym9cRtsTt5px949fY5I55tS+af2+bs 4A+l1O+cPlnbJNaVNf4w/f8xfUIj2L7wW2i5HvpknSsyB+xL7Ex8hdynT9LP 8MDMe3HNfoHjhhzHIbeA2Be6NjCyEN0LHayl8qGa/WLjBmyfva/nUL1P6zPf g//dXLYv+2/Cvalq23H6oHVt8j/Qt9HHif2jkzMO4w0SN9IYDwu+CRu3Zh3l miHrrQv7zFMfVfmInic1p3FFw62UfMP+OqjtuSPP6fvh9I8PD3qClnZUvzeo 33v6rXPDO1+tOc+C+pkql2v+O6m8rWUZg6yZonKa1jNM9DVV5TXxt59Ss63z Nz3HYhOq34XoXTXrl+haX25b76Ateg12BTjovsjXGwVf1WXbAz53rfo+teiz xh9185Dl1GEN4y4KPnrWwDDT1WDN/pQfaPyf6blS+3Cgxn+q6bvxdNP6B/rG JXXzbHg6vPHn/e73PpU3VKyD/UfLNlmxx7bXuIZt7RMa1t1m5Nzxf6LDob+h xwGzL4e2fVb71s17ZoX/4O+aFX6Fbx0f+08S3wRenhgr8VfirPjpn+1z/Ou5 PsPECtH/8KtOyd25InT+RMl4+Ai471fkThFfJgeFfBTiacTVwKF8IjDtgBlj PHK/5POhDTA5IfiniVtjFzLfyZkz36cFn9wZ6lkftPl46HNyh+8k80TWM3/i HfiSeUfuj6g5xtnfdkxtQXIAiPXfEBgbYn6f8Qbahhttz5v1sFecz7Sc0cL0 wz2amvq50VXoE91gQslzYD5fqdnOvLDue4PvfGrOiJg0fLqdM3ova6E9us1j uY+cfTX4yJF1tP6L0//66RP/PO2oh14vTj/gcA+uzrjQAGvCj/ZKyzo/dj/6 HTlJa+zeDvtk4cnU8Q3/w2NDzsV6Ysj+Y2gQH/KZaQvO2MSzsBdWDjnW9caQ cccE/8Ca6egAjXt20XHc6fEz44/Gt3xL4uPEyYkPl0Mb5Bfhh8bvDQ/+e/jw 8xX7Yf+lbT0afRp7b1Tdvj58foz1LT2HFT1nYrIHZb5jE4P7ac35BD9JiVzn LCZkX4Gxy4iBY4809H5C1oW/9/yi/cCzUv+jgvO82B/iRxvGT7hv0z4IfBEb qFw95LjAh0O+01vkXu+X+RFHWJOfV7Qey56Nyb5dEhuLPefsvtbheeELh0fQ z4KyY70bq/+z8OUV7Tfra9lfPaxl+wG9G1sYXZ24C+/HVb32rePD4xs0f2z2 kHNnrayZeAh5QftnPtAh9Lpm74r+Rv3XQmfoIdg48Gj48z4q9y46ZkFsnhgJ vB35/7XYa3dXHSOZ3nLsE30CXWJM+nwmOio6HzYbuULwL2iOfAH2bn7mfGnO 6P2mc8j+2nSOBrkayFbwoBf0r75O6y/4ofH3sYeMT9xjZOYPL8PfAB8eFtkO 7gVF+w/IdVmWfELyCjcdsh31uZzLmlihngPq3mv8ptD45OxVIfKXO018GvmA /Lw1eSbkm7BW9C14I7ov9x49cGL29qro59iQ2Hf4WaBn6Bo/J/5lZNkpuS/Q GH7sK3JH0Dfr0TnxveGzw37Brlpznwr2vc8sOtZJzGirxI/wbZC3sipxAewo zBJsb/KlVkQuwBfJYcFPQ1wKOwuZiD6DfPxV4jPEZfAjcDewj8i3oh/shcuL zl+BD5A7QA4BfGOnxFq5R+gB6AOHN8xH1w+fxPZaY4N1egzmSSzs8MTJkZWP RBahO33SbV/wKRnz5IxLji33H52NOAH+7dEN24LYhNit+BLnFO0nxK+8Nh9k /9wXfOjEBvcLH8CeIj5KfAe5PhC6mtiw3+SBqu1UZBLyCH8bdhS5E9hS2H7s z/TQw5PCu17lvJzXYaFraB59HHqcEJsU+5N9PjQ8BNp+IDGFn1e8F+wPMfFL Kva944NfGZrDHnw18FrfBXyHuDO+CWgSXOJmI8JL/7Xh/f23hm368ZGP3Cdw 8D8A75p9GBOZgv+OuAE5EfCHpxMPJFZ4TGQAvOvR+OR/W/GazsodPC4wfHJG fMj4F4ndL02MD/4K30G+kbOAnx/5RbydPFJs2t74DtfMs2Q7jr19ocv+OPYf muUOkJtKHtkZySVjHWdHZqFPw4/xNx6c+XPfkOXzYy9+K/jc2YHIo3fCq0bl XPHN4FPD7z1ZdZeG10ML8IiRaXdB2uIDwSdycWhkfujk9Mgm6BK5fFHmf1vD vld8/H/qclvo8Jyy/W8X6vsl/e4Pn/2dDfsZf6xyac022cKydfuJ4VfYGNgU I+CT2GvCP6thOwp76qYhxzp3Txya3M0LMx9iBuSDYF/vkbnCB8DdKrKG/D7y /NbmEmLLI/uRqzPC91alDt2Se49cQ786tOGYI7HHH9esU99Tdh39QauLBp3/ QS7t+Ib97xMavoPjs0b0XmB0Y2wFYjTYC/jROLO9hnw27Asycc/sOWvCpw8u +41NMyF97pJz5J4sLDpf7eqc2+zwkwVF54rB9/GJYivWwsfgoevHZ0Id9jU0 TtwSOodvzQ3vwvcNjz69ZfoZyP09LjmN5DZOSZ/wRuxlcMYV/F8B8Z6Hq+Yh 7ewt9inv8JN7Go6H3avy/qptqin9tkubGQve00rbYzI35NHionN64F+/rdrO nEY8p2r96eJ++ykb4UvsCfJus4LL2aEB/LjYd9gm4NaDj6+EfV3jvy56XxiX +OTx4SHk5LHH+Haxb6bGhmIfyTOorPVFhFbJOybH8sP4JZj7xILvH/cQnjw7 8+QcF2bc/QvJ1y6aZxFfJa47rMM87fjc31tq1o/wbY8LDrYGsRfO/qS0GZf9 Zx6rc+7ogOgnAv//fxrkEZOHiQwmLkP+KvFy8pPI0yE/gDydVeH36JnQw6mh sWmcW8bFH0++Pjzx0ujS6LTkrqBjkiOBXx1blJgR+hH6Dnnm6D6PBEa/Jvb0 WnjdiZnzTvkfZGftwe1N/ydzUcuxAMZEDyHe2J8zXlh1LuO5LfNg+CV8GHmF LFsZe5D++X5o/kNZWPP/J9iA2ILwWHRceD55EvSzJmep6LsNL+IcxmXvsbNY M37FEfHhsXfwwjU5Yl3WeRvRe/EB47PFd7tey3lj67csJ44JTX5ScT7Np1re 72nZf+YwPXyDOzol9ciJqYFPyhlh+5A/S540evqpwd9E9T/UPDeCfzW8H+w7 67w0MPuP7XBZ+Mb4jMueoFONCx1+M3M76Z/as1fN2Mzwje9prLbG+n7D9D4p tI3/5g+Jt7wQu4K9nV7xf0pHtKzjo1/tFtuNPB1kNDl0RydXh5ypzeNvwc7c KnbxyJwJdEh7ZCA62weJjxAn4T8iZMcd4TesGX2DvD/OlvHwn+wdPwO+C/Jd LoqcoX9kzVpdhPuO/rhO+CPneWz2kL7o84Lo3seF58wLz5sQfWAwfJKcVuKP xCzg6+iK8PZ22/6NobbvAXewGZ2ZPEX05t2GrD98Zci4N8Qfwj1bEwuDp3T4 Hwk1WeP7546g95EftGdyhMgrxab/zZBpjD6hK/TiG8PHGI/cyLPC28mPYI3E IZkTOvzafM0zC75n9EX8Czqdlz7JDYc34ee5oGzfD7HxB+JjxNd4dNt+q7Ft 0wt0A01eXLFvhvyRBxJLO69p/9xX46OrJt+KtdcScyT2iP4yIXf7msgg1kLe BzHc7tA/8oR7R67Ewsjv7duOPxKHRD4viDz6JHODnmeGn8PnL6/aJjtP8z0y OWanVi1j+GcCu/Sepn3L+JjJgSbX9sqq8/DwE4ytOhZH7IpYFu3ph5y1MS37 ZMjRO63qfxeOqjjXmZznowWfWrGPanLVayOm+HzeqT+lYrojPg3tQafzQ5/E t6uJcSMz7g6vw4a9N3YstsL98VOg974R3Zfcbvqc23QM/73gb5ZcNOzHl6Kj I7++lbWTD47cht6wYfkfkXpw8d3+JW3hvcgt/Gz8k/FyZBv/WpFnQr4JeQTE 75Fr51Z8FpwJttIduY98XxUccseZz6yqbVz6QC8l72zHnPH48MX1Yo9jY2Jz 8W8Q/9Jg8xCvJv7OfUFfwDZGTpOnQG4B92JpctfJYX8sdxObljwsbHt0m23r tpnIfYBHEROEp7yef+j4l277IcudHVReOehxif8Td8aPsyI84L3chdsGrQPd 37D/HpmL3ERu0U9f9KtrQ9v8e4TPGruRM54ZnOv6nAMAj8APhT8J3/ybDcv/ txo+K/5tYC+PqHuvTq44v5H4IDZgV9s+24629WL0VHj/GTWPic16eN32E/l0 rONPWQu2wieRI1MTv1g26DXNzLomRTYhozi3F3N2b3f7XDlTbANshJnhhb9M W8ZZmbGI2VA/D3unlryUAZ/ZW/GZ8M8q/Pntmu8HONA8eTbw4vNq9rHi9zpa NLZ12/8R8z/xvyS/iFyVDeL3IM67Zdv/nPI/K3SKrwaa5x+afeLbfy28fg2f J0alObyp8j+b/hdlUdk29pu5o8SviNlwvsREyYVFtq6TvYK3XhH+hn6MT/qE nBcXgrgk8UlyRM+LnPog/+nwvw72Pf82XBt5t/ifeO3iyAX64x8JcNGRr4t8 wc/PPDkPcuLJdyLvCZ8Ja8Fvcn/NuR3fazpegAxBvz2yZZ8becrki3APyY+7 IutAJye+x92HB/B/M3lr+NieSNyE8YlboqcQeyJfBp0Bu5McKebBvyzIMfQv 5BqxrFOja5HrPjI5ssTHyZvFD4d/AJ0Pvxj/Kb4dXxlxTmwM/KPd4c3oUcTh OxKLp2/uMmMRY8NfxNl9PfEU4irkoq+XHHV8RzuGzzDHU9MWexTbH7rm3x98 cO2MyfmPiw2L/Yo/in/7Zq6VVfmn5uP457h7xPT5X4P14Pvj/0X+jcHWx784 EP6JTrdf9DpyXbozFr4U/CjIi39P7is5sMSa4RH4uviODwU/yTZt/xO1bdv5 X/Ba7GnsNO4hcgG7ZCC698EN2wyHD9ku3zO6E75AdNkHCz6Ht8J78Q/1RGcj Poo+s6LqOBtxOO7tbxJ3HYguTD/sMXoRegTnSz4VOhD7/6uaec2RDcsAzpz5 sibkB7IDHyP/nuFnrLb9z0mtbZpFz8D3u0/sRvj/YNv8t9l2DKoa/yx3iTvH XrHeC3OW7P/pOQPsA2gJ3zh+L3xU7P/D4Q340slZwC+GDw6592L0LvJ9ubcf V+2voE9iBzfXHBsjbxq6YUx8m+dF34c/4B8i5w36JW6KPfFU2Xzoo9AzMXV4 02L1f1Dd58N/8Miij4NDHhQ2Hr5J7sHq+E4/Xfd/Q9+ruv6GyC/8W+R3MY9W 9BXk1+cGbQ9/ftB5R/AyfLTwIux2dJCu5NiQFzOYHE90V/TEFaFj/iEm1we+ /Ez+Medf8966ZfYpVcvkdaMP9CQnipwcfDjwGnIoroveAA5xbGgC+wVbirw7 2qOHEwPhHnG/uefYVtAa/mxo76X8W8Q/RtAFuhqxhmsGndNLXjY6yA7hD+RN 0td/Vc2rhkeHx14kJxC8RvIZ2bsjq867Idd17Zz2D5+/Prz99LrzwcnlXxl5 jb+Rf2LW5IT3OOb7RuRrPbEhfCx/rZk/v1+zDrgwcgE9lD7BI/+DWATrIueb vfpl1bFQ/rsn3kjOAvYs9hj5YOidxDeuaVrfJd9zSvx56BSzBi0LyGX+Vu4l 9wi/BXEmfBf1hvUN8u7H1h0HIKcemTYvaydnAX0e2TE6cgY9c05oCnufnCj+ /UBu4MvADsNndW/NtmRpwDRSTH7d/wOEenkn "]], PolygonBox[CompressedData[" 1:eJwtmHeU1dURx3/b3/L6vre/h4VgASwnxi420CQiOSgsoFQRxUQTE0CQDgvS QY6Au1R1aSosIF0MKCBlwbh6oiC2SCIYAUHRoIKINZ/v+frHPb+Z35Q7d+7c mbn33Pse6tg3PwiCPnlBUMj3v9EguKs4CLozPk0HwU3lQbCgIAiWFQXBzcAn EkGwFsYT4HdDnwD/avBdjDXAe+CZHwmCYcjvBp6UDIJz4D27NAg2xpHNBsFP TLgR/nXAneA5CD0NfifwMfQvB/6Cf93Rvw2ZacCF6Psz+FbGjcAtGNuA7yjz XJXY/4dYEKzAhq3In4XNO5E9ir5JhdYxLRUEQ7EnDbwXG88Mg2Ae/Ouhf41N T8PfFXoB9GOMV5B9CRvj6NoEzybgN9GxBlov5jwWtU2ybSr/tiK/mX/vw9sL me/BZzEOovsQow/zbYb/Ovi74OvR8A5D55ySIHiCsZX5ekH/Hl2n0NGG9Uxk vkngVyOzHtrX8KewPc04AXxBJgg+gjYL/U2AR2St6wDzD0ffC2nLXsF8Q5iv DevDVcGD6L8NeC//3gL/I/gZSQ/BsuE+ZNsn7dve/OsA3Jw9monuZ6BfC/wA PPnorwVvwXz3gJ8Gns54jbW/zqgu9D/R1oJXgX8D3hN8Kj65t9g+fgy4M3P0 hf44NnUCrooa7iwZ9C9kv5+FfzFjUZljRLHyhWyGdxn/VkFbzVhe5hhVrJYw xuLPN9HxLfAeRmNo3RifA0cY46DfkzTcAv82ZX1d046FD7BvMLK7GEfBE4yB 8FYk7Zs6bGyX9Jq0Nu3ZGtZansNeYn8J43ZkezNHPrSfGX+Cdx021yN/Hfr3 w1/J/j3J/tUwtsNfA/4Fe/s8PPOAl2HT5cBHkF8OPD1lXyumNqUdk4pN+fR7 +Tfl2NSatXbFgGKhjc4Y+OG0fXeAfx9Ba521b77EnnHQR0MvUz7AnpbgY8Az 4FnGWODaqM/yj9i4HPt3s75WyD/FeuM5x7hivT08x5EfyfgE3W/A04q5fk44 d7RAvhr5tknHZg0xdzvwXHieY+4VOiPAU/jXRPrBt0lf1r46is5HwOfjk13A Y+BZADwubVs7wnMx9GngjcGbwzNVZyPp2Iox31XADYiZhuCHkY8Cd2AN/2Qt bzCWIz8ImaR8i70Dgc9jvCP/IzOKtVej49dFnuNR1n5/2nutmFZsd2I/Bhc5 BykXnZ22Lw5jz0r03520r3ZgTw/gSYrXAs9xPrzdk967zdC7AU9mjn749yTr +xBfPIW9ZzbAn/C8iuzD8MSRHc0YxNyPc8YasZZm2P+dcjlrvB79p5Dfj/yo pPeyMTpHAl9ETvmYtfTmPLRmfUnwd4utU7rb8m9unn22GX3dmX8L+t5jjruA 6/i3D/gDRg/wZeCvA9cz2oIfwP59zHUC/F7wk1nntvH8q0F/CfbWge9k/Iu5 Rie81x/D3xP+C7Fndr5tvBj4OehvlnrPtHcJ/k3Nt80p4OP8yzDnROydhD/O Cl0LpEO6XmOOfsD3MceL+GY7MXmGYosxF3p/9qAGXZcpx6TtY/l6Jvgo+Nuj bz/67sEnFcC/L3ftXIj874BHJw1/xvoeSTqGFEsl+H86+v8G3g7+4/z7K3D/ 0LF8DLwGWxqBv4v+JPq/ZR0vY2/HfO+h9vLWrM+uztgobGsFvX+e96gn8tuw oRHyB8G3lluHdH2Hv3rhm/7IbACuYs6ZKecs5S7VvN3g/VRTwKeATwFfknDt 1pm8Dfldcdde1fw52Low7rXU8W8QvH9nNIP/QsYdimd4ZmLPBsUz8J0p827W HiD7CjZWQT/EeJy1/DbrXPRveIaiqy887eEtIuarmf9c+EPwqeB7wENG68A5 OAdci0ym0DHYHjzNWAA8TueRuc/Ghnci9vHPzPdD3LX8BugHoR2IO1dfovwO vir02atgzpXA5zH/dRHbIFualbuW6IzqrG7A/h3wNwUfDP5k1rmN8AmGEQ8p 7JlTYJvKgH+KubYrJpoSH/k558bp0AuA+yHzTeAY7w/ckPVVlTrHdGY9b6P/ CPq7wTOR+baA14NfpfnAv4R/VaFrmmrb+JhjWTVRtTHGmv4R8RmNho5Zxe5c dAzPOocqlzYBX4x9q5E/A3gDMqdYeyn8txZ4jyJJ52zlbtU41bqXE9alHki9 0O05n/UsNi1VvODvshLXHNWe2fCcWeAaPwd4DfOtBd6IzOly13zVfvUcR1Q/ M167eOYBL4E/ir7V8B+Bvzb0Xl6KzveZa2bGvqlVTwU8POlYTDIWIvt26Fjo Av8J+JfgwybwvySdyp+qaYWu0Tvl26xp6onfYL6rc+7NFAPXAFciv7fEPat6 16Xo/IG5avk3C9mPE4bV86j3Gce/RSXuUftjTzxpW3ogEwO+CfqAEvOId0rU uV09hnqNvqFrlXrS2czVm3/rStwDqxf+DTaVFbmG9mbuGczxHfE2Gf7HmP9h 5MuL3JMsQL42Zl+tYX2fsr4aeJ4utk7pPlpuX8eVQ7Dn23LHxgXgdeCfpX3X UE5Vbu0BvQf0txg/onsN/3L51jkP3Sugj4w4BykX7YFeAa0D810E3iV0rliP zf2wbzh4IbzF6sHAh6FjWrF7sC74a0xo23Qn0d2kMjSv5lyL7o5p9wKqKaot 6jnVe6qH/QR8Ovxnlbqmvoj+ddg3NuIcqlxawxlsjnwn/PkV9D78031rGfKf yb/onwLcGno18A3l7q1ngV8P/GHGZ2sseJjwGrXWifBMQHde0rHbUkqBW7KG fQWOgZuB56ecK0cyMshuiTlX3QI+G/4oPF1L7EP5Mp51L6t/CZ3vpHvdG5FZ j2x9xrWqEvky9F2fsK2KmSSxcyjxS20t9N3rdMJ3J51hneWvlU9LfYfRXWZ7 6FrfkX87wl/WoHqm/QJ/L25YOWwv/EPEU+oYfAZ7qjK2RWdmGbyLGUWl3nPt /eDQdzvJDAUeyPgx4h5VveqYmGvhe/z7lXTHDasGqBbsDG2bamxd6JhUbOrO +1XCPY16G+WAHeDt085dqjGqNbXQL6MWpZijO7o3qJ8odQ7ezHq+4YwU5Dnm 71a+JL5S6hXBOyqfId+igXuSUvSdw7/m0F5Ex5WqFaph0D9ARyW2nYxaVnfq CuVL9UDQd0N/CHof3YGA63UmQ/eA6gVl07TQd3Td1RXTim2dUZ1V5aiduptk 3AspB9cp/6H/EvTPU8zE3TOqd9QejEC+Bnoj6KdUs5h7acaxfC3jQ/gHwPNV vvdkUOgarFrckFGJrgk6/8XuwcanHbOK3RnQ58L7aMq9SGPGRGhX5ewbnQGd hXHqsYt8hxkatU7pVg8/KOqeWL2xauB48FUZn0W9MazO+I1Bbw168ziZ8Bya SzaNgP8/ca9FZ7gW/iHoG1vkNS2CVpFzr6s9bgc8n3+nI77T6G4zPuWzLBtl 6xbwxUV+g9FbjHoY9TLKwdX4b0DUvad6jGeB/wf9B8WX4l/vI6HfDlRzj8Yd c4o99aTt1F/lfJfRnf8O+SrhXkw9onrFbjn37vOhvwAtkfNdTnf+a4i9G9UP FvnOr7t/FvqiUr8RtYS+LeXeRjzbU34T0NuA1vQy+JyU90458Snd79SPY/8o 7J+BrTOinls9aqC3BvDGEb+p6G1Fd0TdFRXziv0NCcdeB/BN4CPjrtWKecX+ CPCxOjvgM8H7xnwWYuCzwFcwbmngnusBdK1Uv9jAd5gHE76T6W5Wwb+XoN2f 8F1ZMpJdxWjTwDlduf0vCd8lpUO6NIfm2q/ziS19E+7lJSPZkTGfXflAvugW 991BZ0pnawL04+Ah+BM5r1FrVQ+9EV1L0z5bigHFQqe03wZ059LdKy/nXlE9 oXrDUwm/JSgGFYs9k34bUU1UbdQbh9461MMk0TU37reravWwxM968GiB71C6 S03Gvi/zfOfU3VM+kq/Uk65QvYw5Ns9XjoD2Sdq9hHKCcsP7Me99U/D54AMT rjUNwZ8Ev4v5puQ5hyqXRqCvDpwTlRsnp1zbZNML8O6LObepZ20QuidRb6Ke T73fq+XeC9056oEj8KzM8x2zNPQdSHchzdk2YZtlez36O+Gfw8isjDgHKxcf YqwAvpJRVm6bZbv2bGLMd0jdJRXDeeXmEa/eOD9PeE+1t/LhgIR9IF+oBqgW qKdVb6ueWr11Vcx7oTuR7ka68+juozV0jdlG2ToE+hLoz/JvWMQ2y/bn9SYS cY+iXmUlY1TEPZV6q0tzflvQv8uAL8/5LUIyV2g/Yr6rSWdX/DUj5bui3jz0 9tE95t5rKPTOoXtS9aaq+XtDn0GdRdUg1aIuMduqnKnc+XTMsvKpfKs3B709 6I2zWcZvBHor0JuI3kb0BqC3AN3xHon6jUdvPcpJGWj/B5ONKnE= "]]}]}, {RGBColor[0.293416, 0.0574044, 0.529412], EdgeForm[None], GraphicsGroupBox[{PolygonBox[CompressedData[" 1:eJxNmgmQVeWZhs9puqHv2tyGe68aQEBFKykQgrg7Y8QFHZFNaIRATADjyqbG oBIBQaOVyNAYNIiIzLCJojBBMzHsEAlaomM0yWTEtIrNGJEoksFyJPM+fC/l VN1T5z//+f7tW95vObfb9yYNnViTJMmMNkmiXzK1Pklu1TUvTZK56nhI1+/U f1jXKrX/R/eR+STZokHN1ST5rq7V6j+cS5Jy2yR5qV2SnCearxeT5AH131tK kltE/x+if1i0LZr3FfVv0D3fJmheEv2LHWPsr3SfXEiSHaJvqmgvaewhp/sj erdSNAt0v1vvn2oT+1qRSZJlmXieKLpTRHOr+k9tF+0a9U3XNUjn6s05tKde 2usB7Wek+pp0fan+j7PxfIbmvqY+2vQ/Krp31Tdd51hYE+cdrvm6a46emr9O 7VlpzDNc9N31/iRdn7O3DknSQzRv60yNmmex9tle903iT8/aJJmms9yvsanG ZnVPyknSRe354udfRPMbzXOL7g+3T5Ldak9R+1/17msivVX3p0X/svqf0X25 rh9pT8MbdWbN0UbXDNE1qr+kfe/VfbPOuEnXtZYBYy8Qze9rY136q+2Czw+o r65d7KE5jbP20jWgTZxplfncqmuh+j7QfbP210vjHmyQ7LXmAvVfprGXiHcv 6Pnf9X52NnQLvRolvqxT/wrx5D7df63+caJ/tkOstUb3p6vRP0FjR4p+reiW V0OGa0Wj4ybP6HmjaK4XzRCdY7Cuj9S/LxvtE2tCB650f1/1f1PXHO21VuPq dO1Qfxfp3Btqz8wH7UDTH5cJ/UTHP9A8r4lmm+6PaY6LRbNBNA+2D35OLkbf Jbr+qP470nim3az9t2gvfxfN2ZLHpeo/S/duus5Wu3s5bIK1sYuPsqGPKzXH +bpW6PpY/eeK7nLRnKf7B9k43zK9uysX8rxP/O+n53/R9Q7zaP89tfelaegA Z+zO/tV3heZpScK2b1LfgCTGQLvBY5kHPmNPPSz3czTP2dnQk+m6D9A8ee3j O+iRrlqNeSkTz/eo/3ldY9DtmpDJIPMWfryn60+i/0UmMIh5RugMaZ3kLnt9 Unx7Uu/vEI/HlGOev+msi9U3xXh1dzbauh29T3U/crjU/L9Cez9O10G111RD tydKFuvKYV//pvttWq8ovtxeCh4P+H9yvMzz03eZ+9EDxk5Q+8p2gTtgztj6 ODt84Pw8vy6ai/yO/gu13lVq/2M5dO0q82RwJmz4GDbU2Jb7+5n2wGJgERg8 SfQP2X4niKaefYDbaWDpet3f0vVgTeg5PKiYD4/KxspqbxGPZ+vMFZ19ju7Z djHP+6LZJTm0tAkduyGNsZcnca+6vQ1sMN3PhGsZcERzvlob/oI9b0PW2udW 8Ei05drgwzfqQj8uqYl2S30878rEM3RDta8hul5NYo4dnoezbdd9YxL7zfjs rMl6a5CP5viwTdgRz4xDFn83pneS3Y+tBs0M8fXSdnF+zn6u+bZf7T2FkO/K DrFX9niL3s/R1ax2mgbOgrdL86HT9I/j7IXg+0KNXVWI+ed1iPHzTcO5x/js 4OL6mvA1XD+vCZttrQ1/+rbou+n5YbXnqj1aZzy1Nuh+Kvl1Ea8esjzLlnWh EmPxyc8Xwgd/rvOOLQQ+g9Pg85FMPIPdj+h+XBpYu7o+cGSdnmvbhV84XB9t bO26toHD7Gmk9vN5mxg/VDwZr3cZgchPGgN35udD9vBxqva2U+3Rar+h9rXV GPvnXPimo3qtd5Vi2NieDuHn8HePi/bMcth5Ue2L2F9tzLWzPnwQvihTCZ2p 1/34NPyNpkn+mA/7bFeJvbLu22nw6V7zudE68dsOoTs7jGnY31bHA/D4CvOZ 88OHqfab+EzihEPFaG+WXO7OB/Y9oj0/UY64a7HuLTrzCPwMMlS7cy7O/lRj YO2qxtArYhJs4R+MHR2rMQ5fydngNTxfrP5F2fBVX4jur7o+0aVpk1sq0f6Z 5P+p33H2A25Dc+wZHTjZbfpHaOz7ao/SOaZorzmt9Rfd3yMeaBs+ZWA1bHdV MXAIemyV94+ZBr/HMzHNENEfL/rVov/nfODXb8pht8R8rySBAzuMBUd9nvq3 q//yuogBoQOHHmsT75bbbxL7zdWcTRq3SOvMLwQPie/oexT9bBvyvcf4QEy4 P+sYMR92+m3t58nGiB2WNIb819lO8cXLvRZ+mjZ7+wx/VR/neU22dVhjO+ua XIn+R7WXE+oiJsSXX1cMOR6NfdT+hvoH5kOWyPQP+dhvL++ZOKc1Gz719Wrw lJjio1z49d3tg1+MJabNad8T1M42hvwPWaZLfK73tGazZHkSdqp7W+3tx459 polmHz6sIWJz9kZ8Pl/rN2dDvi9WA4te0Dz7i4GHxKEH64MX8OFQGs/g98G6 WGOvcY6xt6WhC/Cpt9ov6v3JtWFTrMn+WffdXMSeG3TGuztG/EkcCk6BD8QN nxZDdshwo56P6OqjMT11ryEeU3u72yOSiLmYB72bBFakge2n41uxrTTOcdB8 I5be6Dl3+pk4jLiIuIRYgRwJvOgsmZ/mPaAjzAEvmOeGYuAG8ewXpZAdMgRn P9P1n0nYIPT/pfaztjvs70Bt4C/Ygw6hS9gHOQbtjcXAyqM8AXvFz9ltIyf7 rc81U3M+Yn/2mmPALxzf/m99tOEnWNaaBj02NNR+GT+KP00KIUv0BX6iO8TM PL/pWIQ4BJ/6lvmW8T7Af/ZFnsje0LWdXmunaWgTGx7FeHSjFDnX3PaRd+31 uq0eDz14dsD4Rr42xLZwTy78Pv6fvbV4PyeVwhfcXwyMBquJ39ED8JfzEjs3 GceaGmIt7OMW527EmIxnnms9B2Px9WAyPJ1WE/4Av7BJ91+UIh+5T2f5MhM+ APznfmIu8ib8M23eryhGLDWYmK0SPutP+cidO5ue8bSn+nwbfMZ52kPXXPjD H+WDN91LQdvFYz8shX1hZ/Ac/wrfGdctF7Y9QvOU1R6eDTtGznut39gFNgE2 QM+aux03EzMfsz36GLfNsuO+3e23rDfs+Qe5iDVfkF53zMW6X7PP6eg2+6CN L5pj+0WfiaNTx9Xf0jU7RZECB1an4V/ofyqNfc3U/WnTNOcDV8HXXu4fr1e/ LAZegXmrPA9jDzhHXSn+rS8Gdl2jvslp2Bj7wa7Xor9q93UbG/9BNuItMIx4 9bk07IOaC3HtxEL4FvwNNg720+5t3UAvbvP7VueHe5zDkL9cXY4ax/By5Hzk tec5v3jWa53udfGD3Ne4vcY0Mxxjr3GbHJf5Nxg3ehp7qRPgR8gZl6SRs3He i8qRq/cvB6YtcT/vn0i/yuMWu/2hfftK4xM8JHa+vRJ2dKvuZ3gs2EisCtax j3uKkQNMl850SiMmJk57JxMyavS6S46NTUOWr7h/nffWNY26D/gHfrZYLx/I hS43N0QsDD3x8IlpxOHkg8Qx+L15+ZgbHaNeRI6/ym3Wxh+Sy8Cz7ubbQftM 3sHjH5rPp7iNbLmmpRHTsn6z9zyrFHH+zFLQz08jvx/vNvTkpA/rqtc11m1i cmIf9sfetri2g4+9sxg54V0d4/1+1ymIk/abnjPxDnmBhZ95T9R6iJdGFwKH 7zWWkifNMTYSH+3V9WM9f68U7eMbwh5nGyuoIexzzAOfZ7r/62CZrk+SwPhZ np8Ygvmos/XyuonteKZtmedZlgX1v48d+1FLmOK6xHTPT30GPAVnyb/wu1Pd vsR5ITwkRoIGLEU/77S8wMFplvU099PmPK225S7qu1nXLsvrLsuun9ubk6jb kf+TI82xTcDDmzyWes7t5BG6390QujjR5+U+ye373AaXqD9N9xnhI2320+KY epnXmewzgm0TfP4T0qifvG97mew5d3lP4MxrXvto/TAbcgSjrqqEblAXPORY kbgIm6pzvoluXuR1VxajxnRlNTCpv7EI2/qW5UitBXqwa7b7d1s/V9rGqW9R 5wK3qHGxtxpjzGSf9WrP/4bxGXpwgxoINRHwBH7fZHld7DHQk0sfMSZfVY26 xqBq6OQw68wC58rk3Be7H10lDnrZ9doeyFNXJ3jYPmryV4oH9zRE/jBD9zNN 865oLihGbfY62dA1DYFZoxoiFtvtGiaxxurawLGPi9G+Ixfx1DO14cefK0Sd dKzmmZGL/l+XAmfAR7Duh+1Dx0rVqNH+3DkRsQT6j25Qv8MnNAkD/1qMeZjv 2w0RN4xpiBgTOUCX9/cBdOZIErEd8cAw8wi+bdGcKzV2c/vI+1Y696PGvLQu 7G+2bRz7ptb4ruMwfO6laXz7GKL7BcaNkWnIgf5uXgs5DqtG/nZ1NeKvLo7B sNOhtjXmGOx5mjwPufONaegJunFdGnW6rUnkx9S4wAzGso+dxjHmOT+Jei75 xAM649JMyBp7ubNjtJE/tg3/kQNYMc74gO7XW/+xX3iEDRNH7/S5wMX7rW98 Y0A3qIme5Rov3zTwv+TY+GDOyzvk8Vo+YtjbKmFHYBN20Vs8el57PV33fXq+ 3udlPsZSMyR3RU9bkqgPbHc97xxdA9PInQf6mVzhinzs87ulqIcPMZ8P1UX+ g6y+cDw7SjR9sqG3O2xf1KSwMewQuVFPQ47Y5u8c/1xtPqBvyJQzzrQPpWYG 9k/3uvAN38SeZuUj3xhDLlYXtvamdQz544vx1fhv8J+87ftpxNZzOwRmUnsm FgNDyP1OMx84OzH3Op8RX8i6b+QiPz5sX0msvcH6A5/Psez+Voyx83LhZ6Z5 D3wL4ntAd+t4N9sUcQfYDT5TV97ib0bsEXzvbLmcZhkRZ/cwLi3JxHeuccbE G6zD5AjE5ZyZNbf4O8QW74H50f9OpmePyJH4BF833vqMHePv8VnoEbqILhFn 0U8cBgae4P2A35wFf8EanBlfRX1lifdJPMi62Bh6sck8ec+2utXY3sU2jsw4 R48kcA596m5bbzJuUDceZZoL0Qvr1C7z5HLr1xjPyVhwh3pjk+s62MU4nx0+ UNcb5zY8ftz7P8droSfvWhaMXW4svqbwVWx3tA6ZRsyNb4X/yBhZHKvxoavE hqd4rU3loNlcDh2mn/jzKM+sb109P3wmrt6TiTNwvgt9xsGmR76PW0/QJWT1 uNtHrFfkenzfxQ4Yu7F9+DJ8GljyfcsFWvJM9LCv+c85mrKhc9gZOk/sRXzV QD1Ua51bDN6xLnpFLam39R98xIe0GsP7WqYL6qNuSa7JtwYw/H3vkzMSS+wq hM19pxTfDd6yXNjHCOs/+omcWJf8lX7yVvwu/nd9Kfo75r6yGe6cl7xvme2O cU0eu9b7RHadjQech7oOudzMJPY6wXax1e1T7fvOtxxzlaib5ytRN6W/t2V0 pm2Q71/wkHgYPMRX4adHWRfR+UI1/AL+YYDHsi48wTbA5H22E+jh9Tk+F3bS 0/xEb9n/697vdZ7nU/tIdIm6HfTEBtRnehkf7nX7VdtFP+8fH/C29YSa0Mlu P2E9Id8EL/ErYCJ197Pts5odO7DOU8WoUVK3psZGToRsHrYtHNt7vflP/kQe utJywQeTa4/W+D+In6OqUSukZsgeJnmd8eb5dNcSvym6X4q+TzXsa6ixZYrH IhewsMZjFxXiO82UStjlO45d8Xt878H3ESNiX+e7Bkm9lZjt5mJ8l+1VjT72 SbzP+boaT8ih37G9U8dqdT8x+RqfkZoe8QDx7J/r49sWsT7yBGeRKfqObfHM PvvZTk6wnXWynR02JhDLE9MR51N/4BsHOocNHbD/HVSJ9Qbr/lwucqM5ueAP eQD+4mnrCXMRN+B3PipGX2r92eH6OTklPJ5uPrMH6j27rV97zNtW+wl0e3wp Yq2b8xGToPfYHTi2zzTofqvbYM9C40+9eYn+EJvgp4lPqGP1d5tvXxe7loj+ UkfYaPva6rXOaIgYqZ/ug6tRM6R2uK8Y+s33JTCEHIsaFN/woeEbXdX/B0H/ waH3PC/YeYJtCh/N+clPqfN1da2PNcmNsSPqZwv8vQd/s9DfNNGFtc4XqMGc 7DOQ4xPvEutSV/jYdYZTvM4G4wCx9S5jBnYADnSoxn8p+C/SF9YN6KnVtdaF zwbnW+07yBewBXK1QaWoDR/Kxbc18mHmIpaGH/g4vi1vdf0LvUfu6Cp5Iflh T/8/hTb6MMx4nDVesm8wk+/VfHM51ViIzMBG8rI3jZPQcj7yoGGl2P/zxYgj bjQGdjEPkFFrMebkOxXxOvYClpIXr7K+guv4TTC/k7Gf+IcYf4X/T0UdrKfp B7kmwP8T8EfXG7eh4/9X5KL8p6avY25ieWq+6CF74R1n5P8x5LP8d4n3fDei hsw37/mum/Tx/3OYp1qN+SvVqEOebjwB8zgz8Tm0fTz/P/G/DtEvLwb+z7Jd 44/xyy8Xgu+fmp9gGPUIYl3+rzHW33aph8yx/ZNjc76y5q5viP80ZBri7PQf tg/abl6hn8TXxE6XuS7Kf0V+Uon/Ev20Er5msfV8gb+/TvT3k6P/L9P134X4 L8imSnwTxdcMLUWNn3iRWJFvK/gCcnr+88XeZiQR4633/Pz3ju/ZdxWingVP vjQ+wDd07AzvGb+DH/tVJvJFzrTNWEl+t9S2N9z/z+F/OuSw5K/YBnHjeNMc 7293xFbYN/9RIF7GFhcZq6mzIS/serBt4xPj/BHrLXEFtkEcRUyy3LpLrLjR 7dP8vo91mzmIW6gNL/K3b3IzfNNn4uWyDpEz8F8J/OxE68GNts3zbRcH3T7L uRT6RjzTw76JGsZBf7u81Wclhuxhv9aSRI2hr3F1kb83t5ainoKOry1EzkHu QW6Cf/29a2rYyLzsV3VC2vin0cZU8vf+tgna1KDxafMVL59ZDTn2q0YthO+m 1EPA52bbHXWevbaj/wNMx2vl "]], PolygonBox[CompressedData[" 1:eJwll3mUzWUYx9/Z78y9c69r5t7bcjhFyx8dU9FOm0qyG4UhlNByRGU5p1SE FhKNsWUrjjSTrFEyw1gqmpRO/qhOhxIxobSRTnX0+fr+8ZzzvO+zvs/v2X4X Dh5ZPiI7hLAXyAXaxUOYnxPCAqC+SQi3pkLoEQmhJ9AevDoZQll+CPOAl5uG 0C8WwiFoH6HkseIQvo+G8DeyffNCOJgIYTZ3v0H/FRieDuHVkhAiBSEUATXQ dmPvD3hXYvxX8LncnYxY5lH4O6B/dFYIR+Dphe1R3P0LbQl3S+DtDH079lYA XZF/Bfo5hSGk8O9f+JeVhrC2wD7XcP4EnhPoWoG9X8DnQK+GngG2o+9d3rgH XV8A68G7ZELYib7xvO8bbP3G+QLemOT8M/KV3J3Gl1P49Bi2p/O+Q8Qxjr0Z 4MuAbOjNOb8JvoeY/gW9RjbAv0PXHPBdyEeRn1dsXX8CIzlvwr+dBX7TNM59 0o61bL6K7Urk1/GW9ujfCN4T+gFkL+ONlcT/IXzcgv5h0P+CPpC7RsUTmIh8 BXAQ/h3oHIntRuzlcM4GjoAPRb4O+d7IH0D+EDFZEXFMFdtjxDQK7TBvOgr+ Xtzf6lJ82gj+OP6chr8Se2N5bw05MyXXMZ+L/GF4asAvAd4iPlXwDA3+BrPA H4Rem+c3PCxeIIX8j9z14Fu8hT8fZjsHe2NrOTouRtelwH7eU4vPX8F/EbAB 2ed47150TYe/HtnrgY7gdwE3gL8Nf9vgmNfiXxk21hP7GDZeR/YzdJzMc8xP gb+GvbS+D7ADe4eTjtUL8Lch1i0478tyTbQEn8KbbkT/p5yngq9MGd8NrALf 3MSxVA1uAV+FzavQ9TE+dMaXKnS0zHfMFLv5JbbdCUhx7o8P67JdE6qN6hLH oguQhr6X9/2I76eBO/GvHn0d4S2DvhregfgwKOKcr467B6gXVPPmbeBbmxjv qBpCfgCQn+caVi2nMs7tN5HPgN/M3dJC9xD1kkXAExHHdDi0tsAbhc6xYeD9 0Jeb5xpVrU7lXJbrGCgWX+JvOe//gXMVb/2Wu0ngXwLFacfgbCyAebxnBHe/ R/wNntW3VwyLnDPKnRHo2Ab+OTYi2JqGTG6Bc3YhtCXIPJvvnFfu65vq256L vn+I5f3482KWYzoYvAU818F7Pt9wWdQ1rFpWT1NvmwUcRP4A8DS6xxXb9yPI X4DuT7DfocA9RL0klnZv0BuLwPeX+Fuqp6i3PBNzLKRTujfxfZYSuxnEszWx uJv3fkF8m6G/HDwJNEP3Yu6agn8Az/vZ7rHqtTdwXljomlBtFFGvQ3n/ZcjX QRsBfIzuPHxYhL0z1MhI+JvDH+CfAP0o9D34MB78TNxvfQDyGuJRWeLerzc2 hbav2LWvmlXtqgerF6umVFvbiv0t0/gwmfhWcy4s8AzRLOmp/pNlH6P42p03 NRS6R3QFH5N0L9abx2D/JPAf+BDuyvH365jxj4DNTf0mvU05oFyo4LwW/zcA t6vf6hvnuwZnJt1T1VtPKEcT7sHqxVm8/x7OAfn52e45zfl+PYDvI67RbppV 6mH4exf87yT8zfTt9E0GFrvnqPfomyTgTWdcW5KRbJ+YZ6FydHnKPUS95D3o V0BfVeLabgUcVewSznX1ePV69QD1AuVIL/ivTvgt6nHqdU0yzhXVqGr18ox1 T8beQzHrlG7FRLHRzNDs6AHPT9Aa8GdOxDUxM+YYK9aqYdWyZqxm7Ub4W8s+ sAm8AftPYa8d9E7ILoB/GrL1aetWzXVC3xZ4WuHveeIv9czX7NeM/Qe8a8y5 q5pQbVyLvg7ouwO4BryWu2+C767jvDzuXtuXcy/Ok9Sz8S8GTASfkLAt9TT1 tueTzk319HHafeLm1QzRLCmHfm6uc1S52iztXUU5cSbmmlRtiudt9cOUZ5F8 km/bgePg3bi7JeUcUa6oxsZHPVM1W0dBfx364pRx9Vj12kHAfRH3dPX2U8gM iHhH0K5wL3dV2b4bAB7RfhHxTqDdoCDt3Ud3hWnHRLGpAO4Gn570bqOZPSXq maDZsIOcGMu5KureoBmsWXxzym/pCtyk3TLpWX7Wx5R3Fu0uquFuxOb9uHeJ /tw1QqtTzhd551iN7EF9g1z3hNl8/37Qvy70zqDdYS05mEus2iBTnTEIl8wR 7ROcry/yTtLI+Z6U36Ye0R39R7n7M8s97xj4qKh7u3yQL89H3dsUw9/jrgnV hmZYBf4+U+peqBm2TbsROvvkO6eV21dmnPsvcfdIzD1GvUY9ortmR9y7mmb0 SfXqUsf2gGq81DKS1Qy+N+EdTrucZlpfaFUx145qULW4NObdVTNQs/C2lHd7 5ZhybWvKu5F6unr7p+hrkeMYKVayKduq0Ws4z0CmZY55GuCtS3qX110teEXG u5e+SX/wF+DPy/E3WQP/hqR3cd2tT/qfQv8WitEMfI1nXKtPar5n/E+hfwvt zNqdj8c9i7WTazfXP4b+NTTz56B/XKl7iXpEPbzD0bkryztwn4RzSrmlHt8X /tKMc1M1XwI+NOleLpkh4KPT9kX/IGPA/wdTPtue "]]}]}}, {{}, TagBox[ TooltipBox[ {GrayLevel[0], Opacity[0.4], LineBox[CompressedData[" 1:eJwV1HtMFlQYx/HTX4mIFxSsrVraf/3RxdJKK7u3pYiAilBguuw2LrI0UzDQ 0qahyIsKNi/hFHi9oJWpifqCbW1aLct/ai27WErYfWk1a/Q5f3z5Pc9zfud5 zjm87ztqTmV+xRUhhFZ/+gaHcAHl6BwZQgXdnBFC/fAQNtGq7BBeHBrC1qwQ tmAzynhu4t06KIQhdLz8LvXxmIAu/jvpHRiHwTwZOMU/X78FeAGt+i/kLVRv 45ueqT9fq/x7+fYRISSHhfCrWgd93XqDtU3y8/K7eerVmtROihP0U2ujxKPj /nRzcERtL38VLqAP36kfNfsY7nH+p2M/mpL3oBu7hrg730HnOIBx+ozFYr5q eYouosfoYlrLX4eJ8vvNfwAP4rhe99GJuBcj9BiOG/leMXcZluKA9/hHbaeZ XfodRr13Wo1/rV/GT9Y+0e8UJvNm6TMS2bgKu82v5SkV11mvxRJ9emgN7aar eDq91SSeNnmBM02L749cMy7any9O87ZbeD7nPSr+zFqTM7aoLVFbJ66hzfKE uF+vffYuxx/i/6w9oU8JLqnluUej2VP4c5GDJN9U2h5V/1m8peiQT1b/Qo8r 7UvDABTJK82aSRPx8yoeoGcaet3vPH5US/E+xjNbzzm42vppZ3iUFtg3DfnY aU4e3UXz+fKQ7q4DcUQtR4/D3nqMuFTfh+XviR+hBfF/Jj6ELj0O0l79Z/K1 yYvoQ3y5zjIVU1Cs1m7tcTrJWo49s+V/O9u11vvVrqHB+nV0qTzlPbrR726B NsXPB961tyj2QjGekT+HPeJn6V88tzvPWHwsv4RGtUOYrjYDc93hKZSZUyhf 5N6ldJm8RP1Pey6iW5zCXr8LnehzvkZ5In4mcI6nXf2reHd6hnbQbPUzdDt2 YDXvGqx0hoQ5Td52Har43na3d7AfY9zhVjwfP0N8JfiI5zfUxe+0Hl1osPek WbPEH9KkPb3xO+QeSTR7sw04bm2j+e/TN2gWTwvtkb9q73JU67vCnJV6rsI8 nt3OsgeduEXvm+PbOlMRXzFO8PyChfH/ocd+rLB3n76l4rfiO8TfK55W53kT Z8XrnanD2lpnSMa3pJnqJ+gaNGC+/QsieteY9ZK+w/TKxFBMiL9b8YziufRb vnP8t/FeFhfH3wv1363/TDPd4Qdsc/7T8TsnnhE/k/J5zlAoXiv+QL0x1uQt 6pW0mZbT9bSMbqAV9GW+0ebcgNfMeFLfb8w+6wxf03SeQRiIL3kzaHn87eCr 1uN6vv8BBVf20w== "]]}, RowBox[{"-", "5"}]], Annotation[#, -5, "Tooltip"]& ], TagBox[ TooltipBox[ {GrayLevel[0], Opacity[0.4], LineBox[CompressedData[" 1:eJwV0EtLlGEUwPEzu8Kx8FKt+0p9hJYhCi1MbRQDKWgxuvA+Y8KII8wEvrox QSOdiSDIzZi6G0EX6tbL5GXR7138+b/nPOfyPO/L132vejMRMYY3bRGDTyPm uyPmMIsv7RGtJxEFZwviIgpYlH/7PGIpG/GOB9CPkvyC2h4UO30j6YhYQ855 2fkQL/N7HrZvBFXxqLjCK3rX7VjDB7mEz59FnKFs3wWvcMnsqa6ISYyZMahv W+0WNszJ671z9wneFI/zN/6ktqJ/RvxTPM11/qo/h7r+Gv7Z08Kq2ltOuJq+ yb4i8uZ8VL+vtoFDM8pmhXwGB3J/cZS+Kb2D/oSPxavc5HX9n9FM32v2dzU7 /tUuaum98AO72EHR3Gu1V7hMMaMhn5VvR0vuJj2X35f/Zd4pP4hP+J637JtE xps27fyt5o99e3jsf1VeRDzi/6/KYoI= "]], LineBox[CompressedData[" 1:eJwV0ktszGEUxuFTNqLTaalbVFwSLbVl7ZKg4m5MmxaJmA0haVVbJqJDMlPt wtipa6QLEURrUxtRxLjUxhh7Vi4RG5e9eGbxy3vOe853vjPff1ZkelLdNRFR wp+6iFsNETfrI67SaxgVTyUiboif0vEFERP4NC/iM0ZqI1rmRzTjsN68nq45 EQWamxsxnTRvoT55gj9M+3jXeUPi2byL1fnyfv6kuGhOH/rxmvcbBfcM2OEU r74xogFJ/NXfyzuJn3oe6n1i1jhdYnYTtthzUL6Z5uhWmqdtdKn6MpTlRfOf e4Oj8hf0svwH/yuO8b7QYd4v8yfVS+LHdIQ2qt2mZ6q7mpulm+h6esHZrN3y dizoGUIrv8Kv1ZNAEnUo69utbw8+6tlH92Kb37nfe6ZQ9tYfUMF7TDj3CHed fenMIfuVaLv5aTzQcx8ZZ1/xc3pT1XdUOy3vpG+qyut1T159AzZW98c689Zi uRnfcEfPd3oPnf4LB6vfwDt0iQ/gLf8dpnFe7ZzaFee7xZfEPXRUPigeE591 7xHxLHtkaNr7pO06YKcxedF3Pq52As/0Nsv/ObeSrkIL2uStdA1Wo8kei5HV 325eBxaZV+PemZiBKbUO53bSXaio76Db8R8n2Wqt "]]}, RowBox[{"-", "10"}]], Annotation[#, -10, "Tooltip"]& ], TagBox[ TooltipBox[ {GrayLevel[0], Opacity[0.4], LineBox[CompressedData[" 1:eJwV0LtLm3EUxvHjdWi8V939l/wT3KuLi+CFtBWqAReHRIV4jVbQQhKVdiot JBUSx1bdTKWF4uClDg5W+3mHLw/P+Z3znPO+QyNjw6NNETGJV6mIQn/EZmfE Q1dEnn/P72AbW+oTg3o6IqbpDKawo17QO458X8QqSr0RZbz1PovX2NP3hqa7 eZT5d3yJztFd85/s+Yh5PoObgYhr7Np5S++wLb+A7EvzcqbMVc1UsGQmh0f3 r9BvspdplWb0FuWs8yf8Kq3TNfpBRhp1GTU82fMPh/qf6RHdt3PDznUsysro b+i9QENOUU5r8l30ki/RnzSr9tn8MX/FV5K7kptwIGMBf2SU5X/VV/Hfqjjz fo7vOMUP5GW1uqcFzcmN8n6pd6v3oF2tDU/qv9Vr8u5pyv/4S1/QL/bl8B8K KVuT "]], LineBox[CompressedData[" 1:eJwV0ttPz3Ecx/EPF84q+lU0jcjMhTldUNi4k1NEvy7SEDb5bWqKDphqKCaH GVvK4cZcmAumzClsTnNaM4fNFhfkLOMv8PhePH+vz/v0+hy+v+yyisJtA0II Y/y0pYRwMhn0FLYnhVA9OoTOtBC6UKOWGBHCxvQQNqEM9SND+JcRwmbrV/Q3 +vFG/1uc0v+a5sdCyJXPw2Lr/bwnjArhp3ifdbH1av5r0KTeiHKzJ9QbrCud Yx7Nw17E9Teod/Peo/aYR4nZOrmWVOeiu+TrcdQZm+Uuy1VE96OH3a9bvoTP M7P7eTZbt6BHz2f04aXaV/oF+eY6zXUhIb9eb0w+DUvNL0HPcLF8Op7qyaRj scg6RT0Z4zDWvTKRZd2lfh057jIJc+Qb9c+lTbRQzzG6ih6lk+w3ET+dY6H4 AT0Q+fOoozn0EM2O7uE8U8SjMBqt8jGaiiy8Mltmzw1I9lar1AvssxK/1BfI f+KRru+KWtyZrkbfixbRybQ4OhONR3vTJO80396F4uk8Z2AmbvNYzrdFfhk9 SFfQqb7Dd3t9wyDf6a/5DP+nGNJxjmcaveUsN3FEf0JcRa/xrKbl9JLaFvs8 o8/xAq3i7Xyr0KZvB/9W2itfY70Ttfarp7vQL18X5aLYHdbyLcVEZ/0ol037 6IOoZi6uvxjl/C+i1FkT3qsD9/X9Ej+h3Xru4S4qzd1wtsfWf6wf0h/0Ea31 HnfssdtcgdxQnkX0uLhCfrF9R8oloVecL+7gtUxPjdn5WIB2XmflPqidoe9o L87jAlbI/TE7m8cg3kMwGOu8zXA6AkORqz4sWnuDdnOn0Yat8tPkM+htPu/5 DdAzEOPFs3yfD96gRNznrJ/xH4V0lVI= "]]}, RowBox[{"-", "15"}]], Annotation[#, -15, "Tooltip"]& ], TagBox[ TooltipBox[ {GrayLevel[0], Opacity[0.4], LineBox[CompressedData[" 1:eJwV0Lsvw2EUxvGDUdXd7l/yJ1hszAw2EolEECatgaGCpW5R14REXRI2WptI 3Mrm1lbi8xu+eXLO+5znvO/b2z/UN9gQEQNYb4kYbovINUdsdUVsYrwnYoNW uiPekEtFvNMPLHdELGG+M2KsNWLE3BHvIQqyps3W0hGzdF89Q/foBO+qnKz6 XL1AizRD12WMoijjDDV7qsjz1+kGXbNz0c4spmSV+O5wi5KcnJxG/Sbc65UT 9Ff0C+Z36KN6k25jK3mjnZN44M3LP+Y7aY84xaXzq+SuqJi7oBnZVd5f/OBT P623K+NPXU/uji/9cvI+ea/0DU94wTMO+OdQsHMP1/bd4MvZNz6R8of/rdVU +w== "]], LineBox[CompressedData[" 1:eJwV03loz2EcwPGHLMtcu5iaMTZ3uVaUFGGO4g9HLW0YZRpz+6H5w9Vkk/sK hRxF+VHk9hcS5YowTcmRkCMrR7lezx/vvZ/j8/k8n+fZ95c/c8HE+U1CCEX+ NLYOIS09hD0tQ5jXNoQqJNqEsKJVCEsyQ1iKZRkhXMgO4SLOxD3z5Uhgpbg6 Mfu5lvdxRczhdpzgOXw65mKRnMWocWYt7mSFsC4thI1iFjh7evsQFvJWeavE XZVzDfXOrdZjlrhspCMTGXgov4eY7mgmv7c7pXAf/mF/V7sQDqqZZV7qzC88 wrmr+Ln9ar6v/jf1f3EhumGGHqaLO2y/jA/xNL6r1j1cMR9kfpkTnK92e8w1 zuEd1gvUeau/CeaP5DzGJOvjzSdzvtguyENndMLveB/7PfFAzCzexkU8xr1G uudY3m5tHI8yL0ZHtUvMz1pfps45/mDtPfba34PdKLHeTdxQvSWNK4wL3L1Q /TrzS+abuK/7FxuPxjBsjnliesVYb9obBUgTN5rHY0D8NpyRI+ak+h24yNpA TBTXz3sPsT6Wy2Ke9dXi1yBbnxvUSFrfHr8Z3sH9ONfeCG7DI3kY9+Dh4ov5 WHwHfsyL1Ep17l3j5vKvcytOQQ1Wo1LeTDVmocC9Krkrn+Uk5mC2GhX6K+cq XujuSZzytov9j44gx1l5aLD/Dq/i/eN3xP/wCV1zQvirh0bj23Lu8xN818dH fMVtb/Im9srl9krjuebl+pzN681vOmez2rXGh/RxHEf0cst+UP+lvQzxb7nO W6xFDT6b35Dznju7Yy6qxa/BZGut9VdjvBV1qJDTIOYVtqi/E7VIxLfFPrV2 4bV+Dshv4FI9vLD3DFXyp+jjqPVG90kxH6zWZ+Onem7AJO9bZL8vXpu3UL9Z /A2JbWreHKli/uAnTuB8/G069wrnisvj/s554U2n2q/n/7RRpbY= "]]}, RowBox[{"-", "20"}]], Annotation[#, -20, "Tooltip"]& ], TagBox[ TooltipBox[ {GrayLevel[0], Opacity[0.4], LineBox[CompressedData[" 1:eJwVkL1OwnAUxY8rXy2fzrwSCS/AA+g7uDDAQAiD4CYkGMugk0CFIE4EWtyL sCutA4KTwK/DLyf33HvP/bf50nXh6kJSEUZxqWJKVlSaZqQ3aOSkCfqblXbQ i0l79AAPKakLd2mpakg37LnMOuCSdc/uf0LqoB/UbXSJ1ph9IadHvaJ+RD3U Qp/JKMOKjCeybeZGSWkMNv1X6MMQBnBL1pbZb/gCnxwHP4IfhSB8C3WAv7mk T/1O5hrvD89DP8N3hJncrcORmT63Z8zNubuAgP4PbOHEno+2yU/yH0wwIM63 pvGmZLTYacIZqIpEeg== "]], LineBox[CompressedData[" 1:eJwV01toznEcx/Hfoslhszls05Pj1BBzHDY1hzFEbA5JXGy0CU82NBcuHNKU M+FiXKyGoiynZFwih2IXE8PjOIe0SOR04fT6X7z3+X5/3+Pv998zcEXVgnVJ IYQx/tR0D2FtWghVPUOoxt70EDbQ9WjtFsI6sQw5bcjCK7xES9cQhvYOYRgy 5fbJCOGn/P7sC8429ghhP1rYD3CQfVXva7jbK4Qm+lzuM3xT91fPHAzHoZQQ cukIjDb/u/jTyE/Vg38F2VEPOtNZBfsU/aFniVmliDlr1fsxWpDAE0xz3qxX kp6r5GXZK828dOcZ+KLHfOfv3W+4/jmZFOPEys3Io8U0n66k4+kKOpF213Ox 3HP8OP88LdBvqhn5tAhHnA3Sty6KmVtPc/jH6CzxJ+x8fYrV/LLnG/4LFLBz xceiVW4xf5y8NeYswXKMdL88PZOzfBf18/gLUcre405zaaGaD/oV0YPOjmIn CtVV2j2OfmJd9MimTfxLeId2TMYMjBQ7SYfSYb59NrroMZcWYw67BA/Fl9Az 9i2ls81OcVZor+X8PDoLRcjlbxHfgV7Y7K5bEWOPj94AqZiOydG3kT/JrCmI u8MmVKOT/rftdg/X0U3vjqjFVqyWX67+vm88xFvet9tFfiNWoUJ9pbcqo3Fa ZYdGnPXG69U0INOcvkiIv8drbJL/i/7FRwzyhn/M/8q+o6aZPsR3O7TjM+5E 35hep2Viy6K5/DI7VtAd/Jvm7NN7F7veHqfQYJdb4v/kvRRLp2/pbm+yHbX4 xL+h5kP0u3TPGDbbZxsWOkuxXy37AHajUk1Czmvs1/8wdqFGrBp1eh1Bm32O q0/QZdFvWKw1+t9Rv8geJ5x/dZ+O/Al6fWI/snMCC7zvWPFctPE7698BA+Qm 8ZPRSc5v/MRpXFY/2NxrNCavLx1lzjNvulT8Mf0Pl/GnTQ== "]]}, RowBox[{"-", "25"}]], Annotation[#, -25, "Tooltip"]& ], TagBox[ TooltipBox[ {GrayLevel[0], Opacity[0.4], LineBox[{2969, 3011, 5880, 3598, 5053, 3599, 5054, 3276, 4004, 3585, 5048, 3586, 5049, 3857, 5872, 3584, 5383, 5384, 2966, 3999, 5043, 5044, 4788, 3269, 5637, 3268, 5635, 5636, 5359, 5840, 5360, 5361, 2997, 5839, 3567, 5040, 3568, 3994, 3993, 5034, 3557, 5033, 3558, 5035, 3845, 5821, 5822, 5347, 5348, 2957, 3988, 5027, 4782, 4783, 5634, 5633, 3256, 5632, 6110, 3538, 5797, 5328, 5329, 2991, 3838, 3537, 4489, 5327}], LineBox[CompressedData[" 1:eJwV03loz3Ecx/G3MzLnMK05tpXR2rChTTaMReacQqgtbQurzR8kyZGm3Ap/ yB9yFcU/pORP5CjzB81oInMkR47C3Dy+fzz3er8/7/Pz+f6WubKxsqFTRBT6 c39gxJ7+Ea29I46n0pSI9r4RP2ga/U5/Of+HbIzrEzGMDhkc8U0sBkR0RQ9s 0KNOzQH2YbF/7OgX0UBHOFtDT/FbaAb/ER2oJpf+wadeEevEv9ACfpnYU5ov N02/Jeam0mFpEVnIsfsY5KLCXtW0Bj/d5yve6pPOb1V3FxPtfI9uHRSxCaFX qt517DTa17xB8sv1+qR+tvN5yLVTrnkrnBeKV9NmZ7cxdEhEh9hYdo3zj3Sa ndfKW4cifSdjKor0LEUZMuUdkV9s5jE6kj/H+Uw8YhfZrVxNh17P+U9QzM4T L0i+l5pyfqG81eYsxnLku994PbvZa7T6ufxKLGDvdpcKWqLmtX5l9ICzw9iB EnW17lKPoWI99ciil/kX8RJvUIoZyBc7RUfR0d42Cz31qKDlmM2ejxbxxfSs feeaOwspzortVZLsi5koQ568zeLbkYqN7roF6ewJyRugN6ajFCPlTzJrCurd YT0a0V3/m3a7g6vopXcXNGELVsmvVt/sN5KTfE+7XeCfR13yLdXXeqsqWk8b 7HAe57zxWjUnMNicDLSJv8IzrJffQf/gHTK94W/zP7NvqblLW/DFDm/wAbeS b0yv0iqxZclcfpUda+h2/nVz9uq9k33MHqdxwi43xP/KeyrWj76gu7zJNjTh Pf+amtfJ/417pmOjfbai0lmK/ZrY+7ELtWra5DzDPv0PYmfyWxZrxBG9DqHd PkfVt9Fldngs1pr8dtQvssdJ55/dpwt/ol7v2Q/s3IaF3rdAPA/t/B76d8Zw ucHvhu5yfuEbzuCS+mxzr9B0eRl0jDmPvelS8Yf0P8voo0I= "]]}, RowBox[{"-", "30"}]], Annotation[#, -30, "Tooltip"]& ], TagBox[ TooltipBox[ {GrayLevel[0], Opacity[0.4], LineBox[{2970, 3012, 3600, 5881, 5883, 5882, 3277, 5385, 6112, 3588, 5873, 5386, 5387, 3006, 3858, 3587, 4500, 4501, 4502, 4000, 5856, 3576, 5855, 5858, 5857, 4552, 4551, 3270, 4789, 5362, 2959, 2998, 5841, 5842, 5041, 3569, 5042, 3265, 5037, 3560, 4496, 5350, 3847, 3846, 5036, 3559, 4495, 5349}], LineBox[CompressedData[" 1:eJwV0ltMz3EYx/FvYZoSikhFtUVrQmIyhWhZyXFz3rJRQ6Yu6qKZwywb5rDh orloI8bGBWYzlxjZ5MKWtIwRZg5zmNOGHF6/i3ef7/N9nufzPL9v/6yNDSvq Y0IIU/15FB/C6uEhPKaTU0JIGxZC6tAQrtPspBCu0nPy3/ELgzBwRAj/6Dh1 MSNDGIzn7iaNCqEAy+R6xQ/xXv+MxBBi1X52Pi2/wpw6cfdoc7E2Wb37kwl8 6HFzW1Ev14j9/I/hMJ7x6kWN/gNyR9CC+DEhLNe/27kZqWoy8NrdTV7vaYue PVEfXoiH2eMp/UNv2+EU/zN2bsN+PYfkbtlnr/Mm+Wp11XStuBo3fE+fuIN+ oG/wFV1y99HhTT/T3/bJtN875378QBPvZ/QVepFmziic0tOAC3a5aI/tqIvm qa+J9qC13vciLqPT7Am+s1PPBvFmO+6yQwtiMQQ3zL+HOxikv96cJtRhjvpZ yPEmJfrnIwFFmI5U7LJDM5Kc92InJqkv5V2OQhSjCPH8F8pX4bzdVqrrcreE VqDMrErEOWfRXEyUb7dbPl1AS/AGL3EF15AlF+cN02mduAbFPPb5hhM4ilK5 1+YW00pvddDdUrrcXlXIdR7Io1BfvnidN16JLZimp8y+3d6yIPoto0j8hF8f fjiX6Z+prkdcLr8IOc5teop4ttJMcan7EszEXD2zoz40mtOAebw+qvuCKZG3 b0m3193o/4kNfKapW0/z5PLcLfYtFfjEs8z9SPlEM1P41rpPov/8BnY478YD 3zfD296n3UhV/1b+m/6fOMtjk7vKaAadjAnIMi8DSb5zlb4Ums/7qZ1LzSug X/k02ukT7RfnIVmuh6ap7aLt8lvpePF2Olq+lj7gvZFu412PwfIDot3tlCEe i1+Yaq9s+hf9dojxPmt813pc0n+cfzfP//51oaU= "]]}, RowBox[{"-", "35"}]], Annotation[#, -35, "Tooltip"]& ], TagBox[ TooltipBox[ {GrayLevel[0], Opacity[0.4], LineBox[{3432, 6105, 4952, 5592, 3224, 5599, 4753, 4758, 5997, 6002, 5254, 5264, 5259, 3806, 3800, 3427, 6023, 6028, 6018, 6160}], LineBox[{3433, 3329, 3636, 4074, 4563, 4568, 4175, 5424, 5419, 4575, 5126, 5120, 3357, 4350, 4355, 4100, 4345, 4340, 4261, 4018, 4641, 4023, 3352, 3866, 5677, 5676}], LineBox[{4251, 2999, 2960, 4790, 4791, 4553, 4554, 5047, 3578, 5045, 3577, 5046, 4001, 4002, 3590, 5050, 3589, 5874, 3007, 5389, 5388, 4503, 5052, 5051, 3278, 5638, 3279, 4796, 5056, 5055}], LineBox[CompressedData[" 1:eJwV0l9MznEUx/FvmEaK/npUU22ltULFyhQeWlbCzDK0ZVMNWWWrCzOxxobZ XHDhqq3FZuMCN66bkY0u2lprNs3CLDYytQxhXs/Fe5/v+Z5zPud8f8+T13Lm YFdcCOEH5laHEImEcDExhKt4tyKEpIwQJukf+iw1hIG0EO4kh9CPKykhXJd7 mh5Cn3OLfLO6ZnpE3IyhlSFMiYfpFzqNWYzJjWA4IYRv9LfZOWZ/dl7APHp4 v6Uf8BqZ5qRhQE8X7tvlgT060B6bp741tgdtWyWHR3hldkES1XNMfMKOvXa4 hDgsw5D5L/EcS/R3mtODdmxTvwX5vkm1/p1IQCU2IYJeO5xFsnMfzqNYfZR3 LcpRhUos579bvgH37NaobszdPlqHGrPqEe+cSwuxTn7QbiV0F63GNN7jMZ4g Vy7eN8yi7eJWVPG47A23cANRuY/mVtF63+qau/30gL0aUOi8mEe5vhLxUd+4 ESdRpqfGvuO+Zam3FqNS/IbfFOada/RXqJsQ18rvQb5zv55KnrdpjjjqvhoV 2K5na6wP3eZ0YQevr+q+Y0PM21uy7PUi9nviGJ8ydU20SK7I3V5vqcMMzxr3 qfKJZqbzbXOfTP/5D5xzvoBR79vs247QcUTUf5Kf0/8Td3m0uKuPzaDrUYBc 87KR7J2H9KXTEt6Tdo6aV0pn+XTbaYYuiIuQIjdBM9WO0UH5U3StuINmyLfR Ud7H6WnenVgqvyi2u52yxWvwCxvtlUf/YsEOwfc57F1NeKj/Jv9xnv8BV/N/ 4Q== "]], LineBox[{6166, 3152, 6013, 6007, 6167}]}, RowBox[{"-", "40"}]], Annotation[#, -40, "Tooltip"]& ], TagBox[ TooltipBox[ {GrayLevel[0], Opacity[0.4], LineBox[{3074, 4017, 4260, 4339, 4099}], LineBox[{3075, 5490, 5480, 5692, 5687, 3363, 4155, 3362}], LineBox[{3312, 5094, 5105, 4817, 4810, 4816, 4808}], LineBox[{3442, 5724, 5723}], LineBox[{3591, 4253, 3008, 2967, 5390, 4504, 4621, 4620, 3065, 4305, 3066, 5472, 4622, 3662, 3664, 6059, 3663}], LineBox[{3601, 5058, 5278, 4513, 4507, 4741, 3209, 4735}], LineBox[{4073, 3028, 4174, 3029, 5429, 4574, 5125, 4573}], LineBox[{4106, 4146, 4119, 4475, 4470, 4112, 4223, 4218, 3370, 4927, 4932, 4913, 4922, 4918, 3081, 4165, 4170, 4005, 3411, 3281, 3404, 3399, 5698, 5704, 3334, 5663, 5670, 3109, 6048, 3115, 5953, 5947, 6118, 6113, 6063, 6068, 3103, 6159}], LineBox[{4718, 3175, 4719}], LineBox[{4809, 6169, 6137, 6174, 4840, 4858, 4852, 3186, 6162}], LineBox[{5407, 5395, 5401, 4823, 5651, 6136}], LineBox[{6077, 6088, 6078, 4872, 4864, 4993, 3022, 6163}], LineBox[CompressedData[" 1:eJwVj80rRGEUxp9RVgb3jjtmmHxFuhnMSDOFuHVTBkkhmYXCFE3jo9lZ2LCx sWBhZSN7f4YFiyndZsPCRtmYQoom4ncXv57z8Z7nnLdrY29hNyDpEMyodBSW zuAEnKD0bEijaCYkHVObQ+ebpBnoJa5hZqheipOvWNIibEKSGbdR8hqkhCn1 QZr8Ab8n+CR2mU/xrkw+SX8auokvmEnjeY62kzvUxyAF48yM+HNQZM8OTOD1 yrs3GPC9I1Ird90Q38IqPkneZVGbnk1tlr9MQQVPl3qIfpCdFr456gb6Wyft Ex9Aif8NN0t3qAcR3r/Q/2D+C67wWKeW8Xeg/dADHeyLgcE/l5iz0Djej9zs sC+BvuNT5KYKWiW3waRXRlt4e49e0t9C28gLaJh+Di3hvYbm8d6GWvoB/3Zu ipFH4RsGuasT/YEqN/wxt8y/snDN/Cn+Hp7/+/dAyA== "]], LineBox[{6164, 3098, 5992, 5986, 6165}]}, RowBox[{"-", "45"}]], Annotation[#, -45, "Tooltip"]& ], {}, {}}}], AspectRatio->1, Frame->True, Method->{}, PlotRange->{{2, 8}, {-0.2, 0}}, PlotRangeClipping->True, PlotRangePadding->{ Scaled[0.02], Scaled[0.02]}]], "Output", CellChangeTimes->{{3.593159047809668*^9, 3.5931590666075077`*^9}, 3.5931591220947323`*^9, 3.593166371921425*^9}] }, Open ]], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"gradeLarga", "=", RowBox[{"Table", "[", RowBox[{ RowBox[{"{", RowBox[{"a", ",", "b", ",", RowBox[{"logL", "[", RowBox[{"dados", ",", "a", ",", "b"}], "]"}]}], "}"}], " ", ",", RowBox[{"{", RowBox[{"a", ",", "4", ",", "6", ",", "0.4"}], "}"}], ",", RowBox[{"{", RowBox[{"b", ",", RowBox[{"-", "0.2"}], ",", RowBox[{"-", "0.05"}], ",", "0.03"}], "}"}]}], "]"}]}]], "Input", CellChangeTimes->{{3.5931609765464053`*^9, 3.593161059769416*^9}, { 3.5931610901303773`*^9, 3.5931610998339796`*^9}, {3.5931611837757874`*^9, 3.593161188666686*^9}, {3.593161225762311*^9, 3.593161229184367*^9}, { 3.5931613440808897`*^9, 3.5931613454091034`*^9}}], Cell[BoxData[ RowBox[{"{", RowBox[{ RowBox[{"{", RowBox[{ RowBox[{"{", RowBox[{"4.`", ",", RowBox[{"-", "0.2`"}], ",", "Indeterminate"}], "}"}], ",", RowBox[{"{", RowBox[{"4.`", ",", RowBox[{"-", "0.17`"}], ",", RowBox[{ RowBox[{"-", "20.212035654226618`"}], "+", RowBox[{"18.84955592153876`", " ", "\[ImaginaryI]"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.`", ",", RowBox[{"-", "0.14`"}], ",", RowBox[{"-", "10.08680259076715`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.`", ",", RowBox[{"-", "0.11000000000000001`"}], ",", RowBox[{"-", "4.6598730388697795`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.`", ",", RowBox[{"-", "0.08000000000000002`"}], ",", RowBox[{"-", "4.234186088164996`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.`", ",", RowBox[{"-", "0.05000000000000002`"}], ",", RowBox[{"-", "5.919297475656428`"}]}], "}"}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"{", RowBox[{"4.4`", ",", RowBox[{"-", "0.2`"}], ",", "Indeterminate"}], "}"}], ",", RowBox[{"{", RowBox[{"4.4`", ",", RowBox[{"-", "0.17`"}], ",", RowBox[{ RowBox[{"-", "21.316424634838413`"}], "+", RowBox[{"9.42477796076938`", " ", "\[ImaginaryI]"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.4`", ",", RowBox[{"-", "0.14`"}], ",", RowBox[{"-", "5.720507740930056`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.4`", ",", RowBox[{"-", "0.11000000000000001`"}], ",", RowBox[{"-", "4.00866962048574`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.4`", ",", RowBox[{"-", "0.08000000000000002`"}], ",", RowBox[{"-", "5.119273587527303`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.4`", ",", RowBox[{"-", "0.05000000000000002`"}], ",", RowBox[{"-", "7.73013652725853`"}]}], "}"}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"{", RowBox[{"4.8`", ",", RowBox[{"-", "0.2`"}], ",", RowBox[{ RowBox[{"-", "80.24934598221768`"}], "+", RowBox[{"18.84955592153876`", " ", "\[ImaginaryI]"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.8`", ",", RowBox[{"-", "0.17`"}], ",", RowBox[{"-", "8.242993181348627`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.8`", ",", RowBox[{"-", "0.14`"}], ",", RowBox[{"-", "4.191441634489021`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.8`", ",", RowBox[{"-", "0.11000000000000001`"}], ",", RowBox[{"-", "4.51774292862671`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.8`", ",", RowBox[{"-", "0.08000000000000002`"}], ",", RowBox[{"-", "6.714760821837771`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.8`", ",", RowBox[{"-", "0.05000000000000002`"}], ",", RowBox[{"-", "10.037881975575111`"}]}], "}"}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"{", RowBox[{"5.2`", ",", RowBox[{"-", "0.2`"}], ",", "Indeterminate"}], "}"}], ",", RowBox[{"{", RowBox[{"5.2`", ",", RowBox[{"-", "0.17`"}], ",", RowBox[{"-", "5.0300898437517`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"5.2`", ",", RowBox[{"-", "0.14`"}], ",", RowBox[{"-", "4.181918538444151`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"5.2`", ",", RowBox[{"-", "0.11000000000000001`"}], ",", RowBox[{"-", "5.846026582987079`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"5.2`", ",", RowBox[{"-", "0.08000000000000002`"}], ",", RowBox[{"-", "8.856307071789558`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"5.2`", ",", RowBox[{"-", "0.05000000000000002`"}], ",", RowBox[{"-", "12.745041827371509`"}]}], "}"}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"{", RowBox[{"5.6`", ",", RowBox[{"-", "0.2`"}], ",", RowBox[{"-", "7.18976523018825`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"5.6`", ",", RowBox[{"-", "0.17`"}], ",", RowBox[{"-", "4.22628079796835`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"5.6`", ",", RowBox[{"-", "0.14`"}], ",", RowBox[{"-", "5.164511461443986`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"5.6`", ",", RowBox[{"-", "0.11000000000000001`"}], ",", RowBox[{"-", "7.787557324042865`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"5.6`", ",", RowBox[{"-", "0.08000000000000002`"}], ",", RowBox[{"-", "11.431263464709438`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"5.6`", ",", RowBox[{"-", "0.05000000000000002`"}], ",", RowBox[{"-", "15.78034332903723`"}]}], "}"}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"{", RowBox[{"6.`", ",", RowBox[{"-", "0.2`"}], ",", RowBox[{"-", "4.877303710356696`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"6.`", ",", RowBox[{"-", "0.17`"}], ",", RowBox[{"-", "4.732922932223445`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"6.`", ",", RowBox[{"-", "0.14`"}], ",", RowBox[{"-", "6.858038935108262`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"6.`", ",", RowBox[{"-", "0.11000000000000001`"}], ",", RowBox[{"-", "10.207013357281845`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"6.`", ",", RowBox[{"-", "0.08000000000000002`"}], ",", RowBox[{"-", "14.358867103169104`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"6.`", ",", RowBox[{"-", "0.05000000000000002`"}], ",", RowBox[{"-", "19.09007892792554`"}]}], "}"}]}], "}"}]}], "}"}]], "Output", CellChangeTimes->{{3.593161032080495*^9, 3.59316106080072*^9}, { 3.5931610918804398`*^9, 3.593161100584015*^9}, 3.5931611899010925`*^9, 3.593161229887518*^9, 3.593161346659135*^9, 3.59316638381266*^9}] }, Open ]], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"gradeLarga", "//", "TableForm"}]], "Input", CellChangeTimes->{{3.5931612332783175`*^9, 3.5931612792963333`*^9}, { 3.593161320501542*^9, 3.5931613631443567`*^9}}], Cell[BoxData[ TagBox[GridBox[{ { TagBox[GridBox[{ {"4.`"}, { RowBox[{"-", "0.2`"}]}, {"Indeterminate"} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.`"}, { RowBox[{"-", "0.17`"}]}, { RowBox[{ RowBox[{"-", "20.212035654226618`"}], "+", RowBox[{"18.84955592153876`", " ", "\[ImaginaryI]"}]}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.`"}, { RowBox[{"-", "0.14`"}]}, { RowBox[{"-", "10.08680259076715`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.`"}, { RowBox[{"-", "0.11000000000000001`"}]}, { RowBox[{"-", "4.6598730388697795`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.`"}, { RowBox[{"-", "0.08000000000000002`"}]}, { RowBox[{"-", "4.234186088164996`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.`"}, { RowBox[{"-", "0.05000000000000002`"}]}, { RowBox[{"-", "5.919297475656428`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column]}, { TagBox[GridBox[{ {"4.4`"}, { RowBox[{"-", "0.2`"}]}, {"Indeterminate"} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.4`"}, { RowBox[{"-", "0.17`"}]}, { RowBox[{ RowBox[{"-", "21.316424634838413`"}], "+", RowBox[{"9.42477796076938`", " ", "\[ImaginaryI]"}]}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.4`"}, { RowBox[{"-", "0.14`"}]}, { RowBox[{"-", "5.720507740930056`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.4`"}, { RowBox[{"-", "0.11000000000000001`"}]}, { RowBox[{"-", "4.00866962048574`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.4`"}, { RowBox[{"-", "0.08000000000000002`"}]}, { RowBox[{"-", "5.119273587527303`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.4`"}, { RowBox[{"-", "0.05000000000000002`"}]}, { RowBox[{"-", "7.73013652725853`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column]}, { TagBox[GridBox[{ {"4.8`"}, { RowBox[{"-", "0.2`"}]}, { RowBox[{ RowBox[{"-", "80.24934598221768`"}], "+", RowBox[{"18.84955592153876`", " ", "\[ImaginaryI]"}]}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.8`"}, { RowBox[{"-", "0.17`"}]}, { RowBox[{"-", "8.242993181348627`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.8`"}, { RowBox[{"-", "0.14`"}]}, { RowBox[{"-", "4.191441634489021`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.8`"}, { RowBox[{"-", "0.11000000000000001`"}]}, { RowBox[{"-", "4.51774292862671`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.8`"}, { RowBox[{"-", "0.08000000000000002`"}]}, { RowBox[{"-", "6.714760821837771`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.8`"}, { RowBox[{"-", "0.05000000000000002`"}]}, { RowBox[{"-", "10.037881975575111`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column]}, { TagBox[GridBox[{ {"5.2`"}, { RowBox[{"-", "0.2`"}]}, {"Indeterminate"} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"5.2`"}, { RowBox[{"-", "0.17`"}]}, { RowBox[{"-", "5.0300898437517`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"5.2`"}, { RowBox[{"-", "0.14`"}]}, { RowBox[{"-", "4.181918538444151`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"5.2`"}, { RowBox[{"-", "0.11000000000000001`"}]}, { RowBox[{"-", "5.846026582987079`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"5.2`"}, { RowBox[{"-", "0.08000000000000002`"}]}, { RowBox[{"-", "8.856307071789558`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"5.2`"}, { RowBox[{"-", "0.05000000000000002`"}]}, { RowBox[{"-", "12.745041827371509`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column]}, { TagBox[GridBox[{ {"5.6`"}, { RowBox[{"-", "0.2`"}]}, { RowBox[{"-", "7.18976523018825`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"5.6`"}, { RowBox[{"-", "0.17`"}]}, { RowBox[{"-", "4.22628079796835`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"5.6`"}, { RowBox[{"-", "0.14`"}]}, { RowBox[{"-", "5.164511461443986`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"5.6`"}, { RowBox[{"-", "0.11000000000000001`"}]}, { RowBox[{"-", "7.787557324042865`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"5.6`"}, { RowBox[{"-", "0.08000000000000002`"}]}, { RowBox[{"-", "11.431263464709438`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"5.6`"}, { RowBox[{"-", "0.05000000000000002`"}]}, { RowBox[{"-", "15.78034332903723`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column]}, { TagBox[GridBox[{ {"6.`"}, { RowBox[{"-", "0.2`"}]}, { RowBox[{"-", "4.877303710356696`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"6.`"}, { RowBox[{"-", "0.17`"}]}, { RowBox[{"-", "4.732922932223445`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"6.`"}, { RowBox[{"-", "0.14`"}]}, { RowBox[{"-", "6.858038935108262`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"6.`"}, { RowBox[{"-", "0.11000000000000001`"}]}, { RowBox[{"-", "10.207013357281845`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"6.`"}, { RowBox[{"-", "0.08000000000000002`"}]}, { RowBox[{"-", "14.358867103169104`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"6.`"}, { RowBox[{"-", "0.05000000000000002`"}]}, { RowBox[{"-", "19.09007892792554`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[2.0999999999999996`]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> { Offset[0.2], { Offset[0.4]}, Offset[0.2]}, "RowsIndexed" -> {}}], Function[BoxForm`e$, TableForm[BoxForm`e$]]]], "Output", CellChangeTimes->{ 3.5931612474821715`*^9, 3.5931612804526143`*^9, {3.5931613229860573`*^9, 3.59316136420691*^9}, 3.5931663877659864`*^9}] }, Open ]], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"Max", "[", " ", RowBox[{"Select", "[", " ", RowBox[{ RowBox[{ RowBox[{"Flatten", "[", RowBox[{"gradeLarga", ",", "1"}], "]"}], "[", RowBox[{"[", RowBox[{"All", ",", "3"}], "]"}], "]"}], ",", RowBox[{ RowBox[{"#", " ", "\[Element]", " ", "Reals"}], "&"}]}], "]"}], " ", "]"}]], "Input", CellChangeTimes->{{3.5931613673164444`*^9, 3.593161373363652*^9}, { 3.5931614206629634`*^9, 3.59316154402864*^9}, {3.593161586171455*^9, 3.59316161336032*^9}}], Cell[BoxData[ RowBox[{"-", "4.00866962048574`"}]], "Output", CellChangeTimes->{ 3.593161373691803*^9, {3.593161429429007*^9, 3.5931614642745743`*^9}, 3.593161503776572*^9, 3.5931615339031196`*^9, {3.5931616010159683`*^9, 3.5931616140478573`*^9}, 3.5931663924068513`*^9}] }, Open ]], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"gradeMedia", "=", RowBox[{"Table", "[", RowBox[{ RowBox[{"{", RowBox[{"a", ",", "b", ",", RowBox[{"logL", "[", RowBox[{"dados", ",", "a", ",", "b"}], "]"}]}], "}"}], " ", ",", RowBox[{"{", RowBox[{"a", ",", "4", ",", "4.8", ",", "0.2"}], "}"}], ",", RowBox[{"{", RowBox[{"b", ",", RowBox[{"-", "0.14"}], ",", RowBox[{"-", "0.08"}], ",", "0.01"}], "}"}]}], "]"}]}]], "Input", CellChangeTimes->{{3.593161672988388*^9, 3.5931617016930037`*^9}}], Cell[BoxData[ RowBox[{"{", RowBox[{ RowBox[{"{", RowBox[{ RowBox[{"{", RowBox[{"4.`", ",", RowBox[{"-", "0.14`"}], ",", RowBox[{"-", "10.08680259076715`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.`", ",", RowBox[{"-", "0.13`"}], ",", RowBox[{"-", "7.246248826647783`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.`", ",", RowBox[{"-", "0.12000000000000001`"}], ",", RowBox[{"-", "5.6047144088066645`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.`", ",", RowBox[{"-", "0.11000000000000001`"}], ",", RowBox[{"-", "4.6598730388697795`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.`", ",", RowBox[{"-", "0.1`"}], ",", RowBox[{"-", "4.190456453050082`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.`", ",", RowBox[{"-", "0.09000000000000001`"}], ",", RowBox[{"-", "4.074128268893126`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.`", ",", RowBox[{"-", "0.08000000000000002`"}], ",", RowBox[{"-", "4.234186088164996`"}]}], "}"}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"{", RowBox[{"4.2`", ",", RowBox[{"-", "0.14`"}], ",", RowBox[{"-", "7.390951580028524`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.2`", ",", RowBox[{"-", "0.13`"}], ",", RowBox[{"-", "5.643947070937397`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.2`", ",", RowBox[{"-", "0.12000000000000001`"}], ",", RowBox[{"-", "4.651474354709034`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.2`", ",", RowBox[{"-", "0.11000000000000001`"}], ",", RowBox[{"-", "4.159379901538625`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.2`", ",", RowBox[{"-", "0.1`"}], ",", RowBox[{"-", "4.032926012751652`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.2`", ",", RowBox[{"-", "0.09000000000000001`"}], ",", RowBox[{"-", "4.1897444962915245`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.2`", ",", RowBox[{"-", "0.08000000000000002`"}], ",", RowBox[{"-", "4.574789782370061`"}]}], "}"}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"{", RowBox[{"4.4`", ",", RowBox[{"-", "0.14`"}], ",", RowBox[{"-", "5.720507740930056`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.4`", ",", RowBox[{"-", "0.13`"}], ",", RowBox[{"-", "4.66964884751652`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.4`", ",", RowBox[{"-", "0.12000000000000001`"}], ",", RowBox[{"-", "4.1489841290460525`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.4`", ",", RowBox[{"-", "0.11000000000000001`"}], ",", RowBox[{"-", "4.00866962048574`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.4`", ",", RowBox[{"-", "0.1`"}], ",", RowBox[{"-", "4.159650959830266`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.4`", ",", RowBox[{"-", "0.09000000000000001`"}], ",", RowBox[{"-", "4.543507696199391`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.4`", ",", RowBox[{"-", "0.08000000000000002`"}], ",", RowBox[{"-", "5.119273587527303`"}]}], "}"}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"{", RowBox[{"4.6`", ",", RowBox[{"-", "0.14`"}], ",", RowBox[{"-", "4.715256849793132`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.6`", ",", RowBox[{"-", "0.13`"}], ",", RowBox[{"-", "4.15953649727502`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.6`", ",", RowBox[{"-", "0.12000000000000001`"}], ",", RowBox[{"-", "4.0013848247355455`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.6`", ",", RowBox[{"-", "0.11000000000000001`"}], ",", RowBox[{"-", "4.14382522467519`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.6`", ",", RowBox[{"-", "0.1`"}], ",", RowBox[{"-", "4.524522550128303`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.6`", ",", RowBox[{"-", "0.09000000000000001`"}], ",", RowBox[{"-", "5.100381524908606`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.6`", ",", RowBox[{"-", "0.08000000000000002`"}], ",", RowBox[{"-", "5.84002275896988`"}]}], "}"}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"{", RowBox[{"4.8`", ",", RowBox[{"-", "0.14`"}], ",", RowBox[{"-", "4.191441634489021`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.8`", ",", RowBox[{"-", "0.13`"}], ",", RowBox[{"-", "4.011175247516249`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.8`", ",", RowBox[{"-", "0.12000000000000001`"}], ",", RowBox[{"-", "4.142237294879806`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.8`", ",", RowBox[{"-", "0.11000000000000001`"}], ",", RowBox[{"-", "4.51774292862671`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.8`", ",", RowBox[{"-", "0.1`"}], ",", RowBox[{"-", "5.092158871147809`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.8`", ",", RowBox[{"-", "0.09000000000000001`"}], ",", RowBox[{"-", "5.832700310131877`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.8`", ",", RowBox[{"-", "0.08000000000000002`"}], ",", RowBox[{"-", "6.714760821837771`"}]}], "}"}]}], "}"}]}], "}"}]], "Output", CellChangeTimes->{3.593161702489894*^9, 3.593161786697342*^9, 3.593166397969635*^9}] }, Open ]], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"TableForm", "[", "gradeMedia", "]"}]], "Input", CellChangeTimes->{{3.5931617082401915`*^9, 3.59316171441238*^9}}], Cell[BoxData[ TagBox[GridBox[{ { TagBox[GridBox[{ {"4.`"}, { RowBox[{"-", "0.14`"}]}, { RowBox[{"-", "10.08680259076715`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.`"}, { RowBox[{"-", "0.13`"}]}, { RowBox[{"-", "7.246248826647783`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.`"}, { RowBox[{"-", "0.12000000000000001`"}]}, { RowBox[{"-", "5.6047144088066645`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.`"}, { RowBox[{"-", "0.11000000000000001`"}]}, { RowBox[{"-", "4.6598730388697795`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.`"}, { RowBox[{"-", "0.1`"}]}, { RowBox[{"-", "4.190456453050082`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.`"}, { RowBox[{"-", "0.09000000000000001`"}]}, { RowBox[{"-", "4.074128268893126`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.`"}, { RowBox[{"-", "0.08000000000000002`"}]}, { RowBox[{"-", "4.234186088164996`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column]}, { TagBox[GridBox[{ {"4.2`"}, { RowBox[{"-", "0.14`"}]}, { RowBox[{"-", "7.390951580028524`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.2`"}, { RowBox[{"-", "0.13`"}]}, { RowBox[{"-", "5.643947070937397`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.2`"}, { RowBox[{"-", "0.12000000000000001`"}]}, { RowBox[{"-", "4.651474354709034`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.2`"}, { RowBox[{"-", "0.11000000000000001`"}]}, { RowBox[{"-", "4.159379901538625`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.2`"}, { RowBox[{"-", "0.1`"}]}, { RowBox[{"-", "4.032926012751652`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.2`"}, { RowBox[{"-", "0.09000000000000001`"}]}, { RowBox[{"-", "4.1897444962915245`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.2`"}, { RowBox[{"-", "0.08000000000000002`"}]}, { RowBox[{"-", "4.574789782370061`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column]}, { TagBox[GridBox[{ {"4.4`"}, { RowBox[{"-", "0.14`"}]}, { RowBox[{"-", "5.720507740930056`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.4`"}, { RowBox[{"-", "0.13`"}]}, { RowBox[{"-", "4.66964884751652`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.4`"}, { RowBox[{"-", "0.12000000000000001`"}]}, { RowBox[{"-", "4.1489841290460525`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.4`"}, { RowBox[{"-", "0.11000000000000001`"}]}, { RowBox[{"-", "4.00866962048574`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.4`"}, { RowBox[{"-", "0.1`"}]}, { RowBox[{"-", "4.159650959830266`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.4`"}, { RowBox[{"-", "0.09000000000000001`"}]}, { RowBox[{"-", "4.543507696199391`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.4`"}, { RowBox[{"-", "0.08000000000000002`"}]}, { RowBox[{"-", "5.119273587527303`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column]}, { TagBox[GridBox[{ {"4.6`"}, { RowBox[{"-", "0.14`"}]}, { RowBox[{"-", "4.715256849793132`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.6`"}, { RowBox[{"-", "0.13`"}]}, { RowBox[{"-", "4.15953649727502`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.6`"}, { RowBox[{"-", "0.12000000000000001`"}]}, { RowBox[{"-", "4.0013848247355455`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.6`"}, { RowBox[{"-", "0.11000000000000001`"}]}, { RowBox[{"-", "4.14382522467519`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.6`"}, { RowBox[{"-", "0.1`"}]}, { RowBox[{"-", "4.524522550128303`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.6`"}, { RowBox[{"-", "0.09000000000000001`"}]}, { RowBox[{"-", "5.100381524908606`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.6`"}, { RowBox[{"-", "0.08000000000000002`"}]}, { RowBox[{"-", "5.84002275896988`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column]}, { TagBox[GridBox[{ {"4.8`"}, { RowBox[{"-", "0.14`"}]}, { RowBox[{"-", "4.191441634489021`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.8`"}, { RowBox[{"-", "0.13`"}]}, { RowBox[{"-", "4.011175247516249`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.8`"}, { RowBox[{"-", "0.12000000000000001`"}]}, { RowBox[{"-", "4.142237294879806`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.8`"}, { RowBox[{"-", "0.11000000000000001`"}]}, { RowBox[{"-", "4.51774292862671`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.8`"}, { RowBox[{"-", "0.1`"}]}, { RowBox[{"-", "5.092158871147809`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.8`"}, { RowBox[{"-", "0.09000000000000001`"}]}, { RowBox[{"-", "5.832700310131877`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.8`"}, { RowBox[{"-", "0.08000000000000002`"}]}, { RowBox[{"-", "6.714760821837771`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[2.0999999999999996`]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> { Offset[0.2], { Offset[0.4]}, Offset[0.2]}, "RowsIndexed" -> {}}], Function[BoxForm`e$, TableForm[BoxForm`e$]]]], "Output", CellChangeTimes->{3.5931617147248964`*^9, 3.593166401969842*^9}] }, Open ]], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"gradeFina", "=", RowBox[{"Table", "[", RowBox[{ RowBox[{"{", RowBox[{"a", ",", "b", ",", RowBox[{"logL", "[", RowBox[{"dados", ",", "a", ",", "b"}], "]"}]}], "}"}], " ", ",", RowBox[{"{", RowBox[{"a", ",", "4.4", ",", "4.8", ",", "0.05"}], "}"}], ",", RowBox[{"{", RowBox[{"b", ",", RowBox[{"-", "0.13"}], ",", RowBox[{"-", "0.11"}], ",", "0.0025"}], "}"}]}], "]"}]}]], "Input", CellChangeTimes->{{3.5931617454608808`*^9, 3.593161782509653*^9}}], Cell[BoxData[ RowBox[{"{", RowBox[{ RowBox[{"{", RowBox[{ RowBox[{"{", RowBox[{"4.4`", ",", RowBox[{"-", "0.13`"}], ",", RowBox[{"-", "4.66964884751652`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.4`", ",", RowBox[{"-", "0.1275`"}], ",", RowBox[{"-", "4.497138753903229`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.4`", ",", RowBox[{"-", "0.125`"}], ",", RowBox[{"-", "4.354392599632401`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.4`", ",", RowBox[{"-", "0.1225`"}], ",", RowBox[{"-", "4.2390307665826334`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.4`", ",", RowBox[{"-", "0.12000000000000001`"}], ",", RowBox[{"-", "4.1489841290460525`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.4`", ",", RowBox[{"-", "0.11750000000000001`"}], ",", RowBox[{"-", "4.0824391055306215`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.4`", ",", RowBox[{"-", "0.115`"}], ",", RowBox[{"-", "4.037794715442466`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.4`", ",", RowBox[{"-", "0.1125`"}], ",", RowBox[{"-", "4.01362857063814`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.4`", ",", RowBox[{"-", "0.11`"}], ",", RowBox[{"-", "4.008669620485733`"}]}], "}"}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"{", RowBox[{"4.45`", ",", RowBox[{"-", "0.13`"}], ",", RowBox[{"-", "4.503350279724717`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.45`", ",", RowBox[{"-", "0.1275`"}], ",", RowBox[{"-", "4.358431686026076`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.45`", ",", RowBox[{"-", "0.125`"}], ",", RowBox[{"-", "4.241237424227435`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.45`", ",", RowBox[{"-", "0.1225`"}], ",", RowBox[{"-", "4.14964499347154`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.45`", ",", RowBox[{"-", "0.12000000000000001`"}], ",", RowBox[{"-", "4.081797484816537`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.45`", ",", RowBox[{"-", "0.11750000000000001`"}], ",", RowBox[{"-", "4.036058398137364`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.45`", ",", RowBox[{"-", "0.115`"}], ",", RowBox[{"-", "4.010975968808239`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.45`", ",", RowBox[{"-", "0.1125`"}], ",", RowBox[{"-", "4.005254657003157`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.45`", ",", RowBox[{"-", "0.11`"}], ",", RowBox[{"-", "4.017732109248421`"}]}], "}"}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"{", RowBox[{"4.5`", ",", RowBox[{"-", "0.13`"}], ",", RowBox[{"-", "4.363963547242232`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.5`", ",", RowBox[{"-", "0.1275`"}], ",", RowBox[{"-", "4.244841685391108`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.5`", ",", RowBox[{"-", "0.125`"}], ",", RowBox[{"-", "4.151619909373284`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.5`", ",", RowBox[{"-", "0.1225`"}], ",", RowBox[{"-", "4.0823959582642395`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.5`", ",", RowBox[{"-", "0.12000000000000001`"}], ",", RowBox[{"-", "4.035496226359605`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.5`", ",", RowBox[{"-", "0.11750000000000001`"}], ",", RowBox[{"-", "4.0094383141934955`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.5`", ",", RowBox[{"-", "0.115`"}], ",", RowBox[{"-", "4.00290118283872`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.5`", ",", RowBox[{"-", "0.1125`"}], ",", RowBox[{"-", "4.014701098107501`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.5`", ",", RowBox[{"-", "0.11`"}], ",", RowBox[{"-", "4.043772042353709`"}]}], "}"}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"{", RowBox[{"4.550000000000001`", ",", RowBox[{"-", "0.13`"}], ",", RowBox[{"-", "4.249851463114641`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.550000000000001`", ",", RowBox[{"-", "0.1275`"}], ",", RowBox[{"-", "4.154914885739828`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.550000000000001`", ",", RowBox[{"-", "0.125`"}], ",", RowBox[{"-", "4.084239011493544`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.550000000000001`", ",", RowBox[{"-", "0.1225`"}], ",", RowBox[{"-", "4.036111458176016`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.550000000000001`", ",", RowBox[{"-", "0.12000000000000001`"}], ",", RowBox[{"-", "4.009017869700919`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.550000000000001`", ",", RowBox[{"-", "0.11750000000000001`"}], ",", RowBox[{"-", "4.001610650099636`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.550000000000001`", ",", RowBox[{"-", "0.115`"}], ",", RowBox[{"-", "4.012683828600579`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.550000000000001`", ",", RowBox[{"-", "0.1125`"}], ",", RowBox[{"-", "4.041152641196547`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.550000000000001`", ",", RowBox[{"-", "0.11`"}], ",", RowBox[{"-", "4.086036785237297`"}]}], "}"}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"{", RowBox[{"4.6000000000000005`", ",", RowBox[{"-", "0.13`"}], ",", RowBox[{"-", "4.159536497275024`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.6000000000000005`", ",", RowBox[{"-", "0.1275`"}], ",", RowBox[{"-", "4.087331610736047`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.6000000000000005`", ",", RowBox[{"-", "0.125`"}], ",", RowBox[{"-", "4.037907764556259`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.6000000000000005`", ",", RowBox[{"-", "0.1225`"}], ",", RowBox[{"-", "4.009717256574973`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.6000000000000005`", ",", RowBox[{"-", "0.12000000000000001`"}], ",", RowBox[{"-", "4.001384824735538`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.6000000000000005`", ",", RowBox[{"-", "0.11750000000000001`"}], ",", RowBox[{"-", "4.011681366737967`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.6000000000000005`", ",", RowBox[{"-", "0.115`"}], ",", RowBox[{"-", "4.039502642794062`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.6000000000000005`", ",", RowBox[{"-", "0.1125`"}], ",", RowBox[{"-", "4.083851848071092`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.6000000000000005`", ",", RowBox[{"-", "0.11`"}], ",", RowBox[{"-", "4.143825224675183`"}]}], "}"}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"{", RowBox[{"4.65`", ",", RowBox[{"-", "0.13`"}], ",", RowBox[{"-", "4.091679216380328`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.65`", ",", RowBox[{"-", "0.1275`"}], ",", RowBox[{"-", "4.040889239638915`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.65`", ",", RowBox[{"-", "0.125`"}], ",", RowBox[{"-", "4.0115394622118075`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.65`", ",", RowBox[{"-", "0.1225`"}], ",", RowBox[{"-", "4.0022257924994165`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.65`", ",", RowBox[{"-", "0.12000000000000001`"}], ",", RowBox[{"-", "4.011695060238523`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.65`", ",", RowBox[{"-", "0.11750000000000001`"}], ",", RowBox[{"-", "4.038822788435795`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.65`", ",", RowBox[{"-", "0.115`"}], ",", RowBox[{"-", "4.08259504514573`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.65`", ",", RowBox[{"-", "0.1125`"}], ",", RowBox[{"-", "4.142093491412943`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.65`", ",", RowBox[{"-", "0.11`"}], ",", RowBox[{"-", "4.216482959910344`"}]}], "}"}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"{", RowBox[{"4.7`", ",", RowBox[{"-", "0.13`"}], ",", RowBox[{"-", "4.045060411759579`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.7`", ",", RowBox[{"-", "0.1275`"}], ",", RowBox[{"-", "4.014487848564322`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.7`", ",", RowBox[{"-", "0.125`"}], ",", RowBox[{"-", "4.004135965373379`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.7`", ",", RowBox[{"-", "0.1225`"}], ",", RowBox[{"-", "4.0127265434470445`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.7`", ",", RowBox[{"-", "0.12000000000000001`"}], ",", RowBox[{"-", "4.039114073244619`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.7`", ",", RowBox[{"-", "0.11750000000000001`"}], ",", RowBox[{"-", "4.082266844397445`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.7`", ",", RowBox[{"-", "0.115`"}], ",", RowBox[{"-", "4.1412513988356565`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.7`", ",", RowBox[{"-", "0.1125`"}], ",", RowBox[{"-", "4.215219640268515`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.7`", ",", RowBox[{"-", "0.11`"}], ",", RowBox[{"-", "4.303398062766853`"}]}], "}"}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"{", RowBox[{"4.75`", ",", RowBox[{"-", "0.13`"}], ",", RowBox[{"-", "4.018566161169176`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.75`", ",", RowBox[{"-", "0.1275`"}], ",", RowBox[{"-", "4.007118088481853`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.75`", ",", RowBox[{"-", "0.125`"}], ",", RowBox[{"-", "4.014777742638984`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.75`", ",", RowBox[{"-", "0.1225`"}], ",", RowBox[{"-", "4.040377750246229`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.75`", ",", RowBox[{"-", "0.12000000000000001`"}], ",", RowBox[{"-", "4.0828679432931025`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.75`", ",", RowBox[{"-", "0.11750000000000001`"}], ",", RowBox[{"-", "4.141299184668448`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.75`", ",", RowBox[{"-", "0.115`"}], ",", RowBox[{"-", "4.214809983717558`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.75`", ",", RowBox[{"-", "0.1125`"}], ",", RowBox[{"-", "4.3026153324108165`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.75`", ",", RowBox[{"-", "0.11`"}], ",", RowBox[{"-", "4.403997325497066`"}]}], "}"}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"{", RowBox[{"4.800000000000001`", ",", RowBox[{"-", "0.13`"}], ",", RowBox[{"-", "4.011175247516242`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.800000000000001`", ",", RowBox[{"-", "0.1275`"}], ",", RowBox[{"-", "4.017850881730119`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.800000000000001`", ",", RowBox[{"-", "0.125`"}], ",", RowBox[{"-", "4.042615334763674`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.800000000000001`", ",", RowBox[{"-", "0.1225`"}], ",", RowBox[{"-", "4.0843992722076905`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.800000000000001`", ",", RowBox[{"-", "0.12000000000000001`"}], ",", RowBox[{"-", "4.142237294879806`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.800000000000001`", ",", RowBox[{"-", "0.11750000000000001`"}], ",", RowBox[{"-", "4.215254034122232`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.800000000000001`", ",", RowBox[{"-", "0.115`"}], ",", RowBox[{"-", "4.302652575492736`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.800000000000001`", ",", RowBox[{"-", "0.1125`"}], ",", RowBox[{"-", "4.403704748972963`"}]}], "}"}], ",", RowBox[{"{", RowBox[{"4.800000000000001`", ",", RowBox[{"-", "0.11`"}], ",", RowBox[{"-", "4.51774292862671`"}]}], "}"}]}], "}"}]}], "}"}]], "Output", CellChangeTimes->{{3.593161776149925*^9, 3.59316179035378*^9}, 3.5931664059231696`*^9}] }, Open ]], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"TableForm", "[", "gradeFina", "]"}]], "Input", CellChangeTimes->{{3.59316179391646*^9, 3.5931617997605114`*^9}}], Cell[BoxData[ TagBox[GridBox[{ { TagBox[GridBox[{ {"4.4`"}, { RowBox[{"-", "0.13`"}]}, { RowBox[{"-", "4.66964884751652`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.4`"}, { RowBox[{"-", "0.1275`"}]}, { RowBox[{"-", "4.497138753903229`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.4`"}, { RowBox[{"-", "0.125`"}]}, { RowBox[{"-", "4.354392599632401`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.4`"}, { RowBox[{"-", "0.1225`"}]}, { RowBox[{"-", "4.2390307665826334`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.4`"}, { RowBox[{"-", "0.12000000000000001`"}]}, { RowBox[{"-", "4.1489841290460525`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.4`"}, { RowBox[{"-", "0.11750000000000001`"}]}, { RowBox[{"-", "4.0824391055306215`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.4`"}, { RowBox[{"-", "0.115`"}]}, { RowBox[{"-", "4.037794715442466`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.4`"}, { RowBox[{"-", "0.1125`"}]}, { RowBox[{"-", "4.01362857063814`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.4`"}, { RowBox[{"-", "0.11`"}]}, { RowBox[{"-", "4.008669620485733`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column]}, { TagBox[GridBox[{ {"4.45`"}, { RowBox[{"-", "0.13`"}]}, { RowBox[{"-", "4.503350279724717`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.45`"}, { RowBox[{"-", "0.1275`"}]}, { RowBox[{"-", "4.358431686026076`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.45`"}, { RowBox[{"-", "0.125`"}]}, { RowBox[{"-", "4.241237424227435`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.45`"}, { RowBox[{"-", "0.1225`"}]}, { RowBox[{"-", "4.14964499347154`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.45`"}, { RowBox[{"-", "0.12000000000000001`"}]}, { RowBox[{"-", "4.081797484816537`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.45`"}, { RowBox[{"-", "0.11750000000000001`"}]}, { RowBox[{"-", "4.036058398137364`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.45`"}, { RowBox[{"-", "0.115`"}]}, { RowBox[{"-", "4.010975968808239`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.45`"}, { RowBox[{"-", "0.1125`"}]}, { RowBox[{"-", "4.005254657003157`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.45`"}, { RowBox[{"-", "0.11`"}]}, { RowBox[{"-", "4.017732109248421`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column]}, { TagBox[GridBox[{ {"4.5`"}, { RowBox[{"-", "0.13`"}]}, { RowBox[{"-", "4.363963547242232`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.5`"}, { RowBox[{"-", "0.1275`"}]}, { RowBox[{"-", "4.244841685391108`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.5`"}, { RowBox[{"-", "0.125`"}]}, { RowBox[{"-", "4.151619909373284`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.5`"}, { RowBox[{"-", "0.1225`"}]}, { RowBox[{"-", "4.0823959582642395`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.5`"}, { RowBox[{"-", "0.12000000000000001`"}]}, { RowBox[{"-", "4.035496226359605`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.5`"}, { RowBox[{"-", "0.11750000000000001`"}]}, { RowBox[{"-", "4.0094383141934955`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.5`"}, { RowBox[{"-", "0.115`"}]}, { RowBox[{"-", "4.00290118283872`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.5`"}, { RowBox[{"-", "0.1125`"}]}, { RowBox[{"-", "4.014701098107501`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.5`"}, { RowBox[{"-", "0.11`"}]}, { RowBox[{"-", "4.043772042353709`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column]}, { TagBox[GridBox[{ {"4.550000000000001`"}, { RowBox[{"-", "0.13`"}]}, { RowBox[{"-", "4.249851463114641`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.550000000000001`"}, { RowBox[{"-", "0.1275`"}]}, { RowBox[{"-", "4.154914885739828`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.550000000000001`"}, { RowBox[{"-", "0.125`"}]}, { RowBox[{"-", "4.084239011493544`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.550000000000001`"}, { RowBox[{"-", "0.1225`"}]}, { RowBox[{"-", "4.036111458176016`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.550000000000001`"}, { RowBox[{"-", "0.12000000000000001`"}]}, { RowBox[{"-", "4.009017869700919`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.550000000000001`"}, { RowBox[{"-", "0.11750000000000001`"}]}, { RowBox[{"-", "4.001610650099636`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.550000000000001`"}, { RowBox[{"-", "0.115`"}]}, { RowBox[{"-", "4.012683828600579`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.550000000000001`"}, { RowBox[{"-", "0.1125`"}]}, { RowBox[{"-", "4.041152641196547`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.550000000000001`"}, { RowBox[{"-", "0.11`"}]}, { RowBox[{"-", "4.086036785237297`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column]}, { TagBox[GridBox[{ {"4.6000000000000005`"}, { RowBox[{"-", "0.13`"}]}, { RowBox[{"-", "4.159536497275024`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.6000000000000005`"}, { RowBox[{"-", "0.1275`"}]}, { RowBox[{"-", "4.087331610736047`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.6000000000000005`"}, { RowBox[{"-", "0.125`"}]}, { RowBox[{"-", "4.037907764556259`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.6000000000000005`"}, { RowBox[{"-", "0.1225`"}]}, { RowBox[{"-", "4.009717256574973`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.6000000000000005`"}, { RowBox[{"-", "0.12000000000000001`"}]}, { RowBox[{"-", "4.001384824735538`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.6000000000000005`"}, { RowBox[{"-", "0.11750000000000001`"}]}, { RowBox[{"-", "4.011681366737967`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.6000000000000005`"}, { RowBox[{"-", "0.115`"}]}, { RowBox[{"-", "4.039502642794062`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.6000000000000005`"}, { RowBox[{"-", "0.1125`"}]}, { RowBox[{"-", "4.083851848071092`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.6000000000000005`"}, { RowBox[{"-", "0.11`"}]}, { RowBox[{"-", "4.143825224675183`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column]}, { TagBox[GridBox[{ {"4.65`"}, { RowBox[{"-", "0.13`"}]}, { RowBox[{"-", "4.091679216380328`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.65`"}, { RowBox[{"-", "0.1275`"}]}, { RowBox[{"-", "4.040889239638915`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.65`"}, { RowBox[{"-", "0.125`"}]}, { RowBox[{"-", "4.0115394622118075`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.65`"}, { RowBox[{"-", "0.1225`"}]}, { RowBox[{"-", "4.0022257924994165`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.65`"}, { RowBox[{"-", "0.12000000000000001`"}]}, { RowBox[{"-", "4.011695060238523`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.65`"}, { RowBox[{"-", "0.11750000000000001`"}]}, { RowBox[{"-", "4.038822788435795`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.65`"}, { RowBox[{"-", "0.115`"}]}, { RowBox[{"-", "4.08259504514573`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.65`"}, { RowBox[{"-", "0.1125`"}]}, { RowBox[{"-", "4.142093491412943`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.65`"}, { RowBox[{"-", "0.11`"}]}, { RowBox[{"-", "4.216482959910344`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column]}, { TagBox[GridBox[{ {"4.7`"}, { RowBox[{"-", "0.13`"}]}, { RowBox[{"-", "4.045060411759579`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.7`"}, { RowBox[{"-", "0.1275`"}]}, { RowBox[{"-", "4.014487848564322`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.7`"}, { RowBox[{"-", "0.125`"}]}, { RowBox[{"-", "4.004135965373379`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.7`"}, { RowBox[{"-", "0.1225`"}]}, { RowBox[{"-", "4.0127265434470445`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.7`"}, { RowBox[{"-", "0.12000000000000001`"}]}, { RowBox[{"-", "4.039114073244619`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.7`"}, { RowBox[{"-", "0.11750000000000001`"}]}, { RowBox[{"-", "4.082266844397445`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.7`"}, { RowBox[{"-", "0.115`"}]}, { RowBox[{"-", "4.1412513988356565`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.7`"}, { RowBox[{"-", "0.1125`"}]}, { RowBox[{"-", "4.215219640268515`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.7`"}, { RowBox[{"-", "0.11`"}]}, { RowBox[{"-", "4.303398062766853`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column]}, { TagBox[GridBox[{ {"4.75`"}, { RowBox[{"-", "0.13`"}]}, { RowBox[{"-", "4.018566161169176`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.75`"}, { RowBox[{"-", "0.1275`"}]}, { RowBox[{"-", "4.007118088481853`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.75`"}, { RowBox[{"-", "0.125`"}]}, { RowBox[{"-", "4.014777742638984`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.75`"}, { RowBox[{"-", "0.1225`"}]}, { RowBox[{"-", "4.040377750246229`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.75`"}, { RowBox[{"-", "0.12000000000000001`"}]}, { RowBox[{"-", "4.0828679432931025`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.75`"}, { RowBox[{"-", "0.11750000000000001`"}]}, { RowBox[{"-", "4.141299184668448`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.75`"}, { RowBox[{"-", "0.115`"}]}, { RowBox[{"-", "4.214809983717558`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.75`"}, { RowBox[{"-", "0.1125`"}]}, { RowBox[{"-", "4.3026153324108165`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.75`"}, { RowBox[{"-", "0.11`"}]}, { RowBox[{"-", "4.403997325497066`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column]}, { TagBox[GridBox[{ {"4.800000000000001`"}, { RowBox[{"-", "0.13`"}]}, { RowBox[{"-", "4.011175247516242`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.800000000000001`"}, { RowBox[{"-", "0.1275`"}]}, { RowBox[{"-", "4.017850881730119`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.800000000000001`"}, { RowBox[{"-", "0.125`"}]}, { RowBox[{"-", "4.042615334763674`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.800000000000001`"}, { RowBox[{"-", "0.1225`"}]}, { RowBox[{"-", "4.0843992722076905`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.800000000000001`"}, { RowBox[{"-", "0.12000000000000001`"}]}, { RowBox[{"-", "4.142237294879806`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.800000000000001`"}, { RowBox[{"-", "0.11750000000000001`"}]}, { RowBox[{"-", "4.215254034122232`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.800000000000001`"}, { RowBox[{"-", "0.115`"}]}, { RowBox[{"-", "4.302652575492736`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.800000000000001`"}, { RowBox[{"-", "0.1125`"}]}, { RowBox[{"-", "4.403704748972963`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column], TagBox[GridBox[{ {"4.800000000000001`"}, { RowBox[{"-", "0.11`"}]}, { RowBox[{"-", "4.51774292862671`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> {{ Offset[0.2]}}, "RowsIndexed" -> {}}], Column]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[2.0999999999999996`]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> { Offset[0.2], { Offset[0.4]}, Offset[0.2]}, "RowsIndexed" -> {}}], Function[BoxForm`e$, TableForm[BoxForm`e$]]]], "Output", CellChangeTimes->{3.5931618001042833`*^9, 3.5931664099546266`*^9}] }, Open ]], Cell["\<\ veremos que logL = m\[AAcute]ximo - n^2/2 correspondem a n desvios-padr\ \[OTilde]es, aproximadamente\ \>", "Text", CellChangeTimes->{{3.593169863441961*^9, 3.5931698933184977`*^9}}], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"ContourPlot", "[", RowBox[{ RowBox[{"Evaluate", "[", RowBox[{"logL", "[", RowBox[{"dados", ",", "a", ",", "b"}], "]"}], " ", "]"}], ",", RowBox[{"{", RowBox[{"a", ",", "0", ",", "10"}], "}"}], ",", RowBox[{"{", RowBox[{"b", ",", RowBox[{"-", "0.3"}], ",", "0.1"}], "}"}], ",", " ", RowBox[{"Contours", "\[Rule]", RowBox[{"{", RowBox[{ RowBox[{"-", "4.5"}], ",", RowBox[{"-", "6"}], ",", RowBox[{"-", "8.5"}]}], "}"}]}]}], "]"}]], "Input", CellChangeTimes->{{3.5931618629200306`*^9, 3.5931618829210577`*^9}, { 3.5931619181103554`*^9, 3.5931619271420584`*^9}}], Cell[BoxData[ GraphicsBox[GraphicsComplexBox[CompressedData[" 1:eJxsXQVUVUvbJpXubgS7Fbn2Hlvs7u7C7sTuQuxCFBsDBRGUQUq67O7GRlRQ /A9n88x8s8/vumt5H/c+syfennfm9RwxpcdoHS0trQpmWlqlfz+M9H8Q6e9O 6qv/3KB+gd6q/zwZ9lb/QwWGtdR/vBmuqH7uQr7ZDv1quz2Xor2vpXhoLmsP GO0Boz3gyQ9KG3AkwWbvg82OZrP2h6hfyGbtA6N9YLQPjPaBL5X+/IEduV/a jmcG+54a+6ez7wHje8D4HjC+B4zvidiG7Nqt+rM/hX2/z8KkvguTrrPvA+P7 wPg+ML4PjO8D4/vi+5Ykr4XrzRauiaw/wOgPMPoDjP4Aoz/A6A8w+iN+z1vR ngnpUn5Wt/Kz4lj/gNE/YPQPGP0DRv+A0T+xfU+G0T/xe96K75UjQaXrtfsy 6y8w+guM/gKjv8Dor9ieC8Por9i+J8Por/g9b8X72mSD+sVw1n9g9B8Y/QdG /8Xf2zGM/ovtuTCM/ovtezKM/ovf81Z8r1AyLGX/r6FsPMAYDzDGI75vyTDG I/7ejmGMR2zPhWGMR2zfk2GMR/yet+J7r6W3N0oJfiMbHzDGJz4vxzDGJ75v yTDGJ/7ejmGMT2zPhWGMT2zfk2GMT/yetwJrafW6qcYSxiviQoYxXvF5OYYx XvF9S4YxXvH3dgxjvGJ7LgxjvGL7ngxjvOL3vBVY9S/y+rLxiriQYYxXfF6O YYxXfN+SYYxX/L0dwxiv2J4Lwxiv2L4nwxiv+D1vBdbS2iPzJxuviAsZxnjF 5+UYxnjF9y0ZxnjF39sxjPGK7bkwjPGK7XsyjPGK3/NWYNV4ZXnKxyvgQobZ eIXn5Rhm4xXet2SYjVf4vR3DbLxCey4Ms/EK7XsyzMYrfM9bgd2IWh3PziuT Bx5E3YxfHu2g/h9n0k2tD3Mo3geW33Mg80vNixeZ7H0XNb9klrVnSxoeX974 +NA09r7a/tmdyt4HlvtrRWzU9JfEfg+M34vPzckW9b/Hs98D4/fA8nwaEgd1 /66y3wPj98DyePWIhfp7Eex9YPn9P5KF+v0w1j6wvB5fJV013s/aA8b7wPL6 3y5bl71N0T4wfg+M9hvJv5fwPjCe15D7I6F9J7n/7Dkw1h/2vBo+8GT0gOdY fzzH+1hPpX2upB/QB9ZTaW/jOdoT7W9bDXsZ9IP28By/B71gfZX2rpLe8Bzt ifRkrmGfKulPtD9tGT2B/5X0J9p3Voy+GD2VYcgT5XPR/jJn9Ff69pH5X6VK pcuzPJTTc9lzYKU9paRnPN9W+p2ud6Rjpf8ctoHRP+gXWGnPKOlftE8MGT2D PpX0q6R3pT2h5BdRX+sRtAf5Dgx5rvyeqB//aPCPEiv1IZ6jPaX+BL+x3wvy +yvDMv15EbwPrJT3Sv4U/Wk3xo/gB/AH6Fv052wV/pGVwj8xV/gDhgr787bG /Iv21R9JaW8I40v1IC1Lu3MT/r8b+af+k02j1O07kwWl3e+bUTY+R/Jz3dlf 686mlI3PjsxQCxzoC2vyWT0f18r6b0Fuq/+OUbc/cFSBtLL0PccTZb83JhvU 4z0ht7/gmWQV+7x67LLtZb/XJ3/UE7qdqrvn/09apx7forLxFEj91PN3rmx9 nkkD1PN9iY1P1Zrqvzw2nqvqf8gqa9+JNCrVl8vTyubfnkSo30sumw8bUlct bxPK5K8lGaBeX8owxif3x4xkqdf3IhtfB7l/cnueH6Xk0ucfD5XNlwFRz4df SNn3dUi4en0XlX3/t1RPvV7bJeBg+X02/uPy/JWtd750X/4+G78QPwrwZPOh lj9WHnK85z3sC1c2P5gv6AfIU2G8AZ4a8ShxfvXZ+CCfRJzM1hPrJ/DbES+C 9YR+A/+BXteXkuNrPh7QM/gR/In+ifaUK6N36BfoC9Az1hvjF+0TC9JD7h8b 3//qg9L1BX1DfkL+gZ6xvpBXkGdYT9A3+tuklF71OT2/K11A71xGz6XcurBV DqPnSaWv6WSq52viKXuZ3j0zGX2Dn0txTIYN0+/gd/AHMJ7je/g9MJ6DPyAf 2qu6U++mJdP/kB/gN2DRfrBnvwfGc/Ab5A3wgVJ6nh3PxofnWE/wM7Bor2ra F1h/rLcSg16YfVC23qB/6GPQA+QZsGiPJivsUR0C/gC9QD4AK99X6mfQF+hJ 9Ne+ashPyA9g6Av8HvwIrHwu6lNXRTzYTcFv3oy/wb9K+QT5AvsT8gj0qBZf iVlMHkCeQV4Aw/4U/SE7klH6h6TTSio0z9eOpJfiPjx+LPpD1oxeS58O62at YR+L9OkovF+KlfFh0d61YPRZim/3tdCwn/E++o/3gZXxXtAn9BHoF7ikdDku xLHxKeOxorzTZ/IOeHYpHBrN5BvkH+gT+g84v/TzfS+w+Jxor5bZByr9AKyM 74n26TPGD8BKexjvo794H1gZXxP00REvRXyA++OlftLrL3akQumLTeX9DOOF trK8mpbG5CHsJ2D4V7AP8bz0nzeacXkM+VNYilX0A/knPrf///cbHLm/Xq+U PPomMPkGeQqspBc1fW2/xuTZ41J+PEoZP0CeQr4rsbhfYMjsWcg72A/AUaUM /4L7/2r62h/FsBjP1mH2FbBPqX56EMn8IfXz7ecZFuPPvyXIZ+Ae6sdnWfxA tk9DGRbjs/kS5Dcw6Bf0L/pnOkR8X4co49GgN/AD6BX9w3NgZXxU9G+SmXwG Bv3CXlDa96BnbbU950x+qemLxxvwHP6PYD+leijkrYciHuXOMPgH9iH0AeQx 7DNg9A/2B+gZ8wt6BYY8E+3pPwr/r5BhyBfoO2DBf1DpL4wP/VWOF/oN+krU b26M39Ee+B3vYz7wHOPFeP7XfyrlJ2DIL/AD+AUY8hb0jvkQ/C3VeEGfoHdg rAfGC4zxqfvj60LU3W3M6UXwh1X+gThf5or9GzON9RLjz7/Z+uB7oE81fXR5 I+WUfuDMPkZvsB9An+gP6AnrBXpU7mejv3hfGS/D+kAfi/qd+4uQx0p9q4z/ KPWdGB8vkJT6R/DXVfNxRj0h2Wy8Iv05MnrD74FhL0CfYLzAsAegL9CeiN0U 8TwLpg/Qvoidmf2C9kV94KBhr4Ce0b6IbTXsE5HerTTsEdA32hflsxVR2iOQ v2hfxObMvsD78M/xPWDwrxj/esbsb/Av/D/YC5AP0PegP+hv0B/0L+gP/AX6 A4b9Bv0L+wz6CfQI/oO9hPEp/QnEH8DvoE/0XxkPA30CY3yQh9AvGK8oPx0Y /QJjPiA/RX1jo8jnsFX4q7Zs/tCeSP8O7DnGo5xvMf/CSuGvWrH1gLzAc3xf 6d8q10+Mb5sr4mvmbH3xPTzH+PFcyK/wvML6D3pg9nvpzx0jGH3gOfgFGPJL Ge8CP6L/yvg56A3PgaGfDUrf9zzN6FFJnyJ/6yj0iR6jX/RftP8MFfGn17L9 5rmPvQ96hz4Cv+N7oH/wA/gZ/CLGu28zewL8IX8nj8lPZTxSuZ/yv/GZ0vVU 7nco7W/l/gbkK8YDeST7Nw7kqFp/p8j7Dam2JFEdQEqS5eVHK0LU/Iz4SolU qB6ff9l8PJSi1d+NlGA/qtVncJk/7mtPypV2t9t1eb4H2pBlpZ87XkbfAZak WC0PKFU342tFGqj5ObpsPUzJFDV/gJ4MyXU1vR0po9di6YzcEaYfMb+yPHEn 6s8tz2PyQRmvh7zCc8gf9fx+5PYN9JUYHzRQ7O+o6Fs9fcfk/h1xLfMfc8vm 14npa3l+7Um1UnPleZl9YWWrWA8nhjE/an8zsCy/K8COjBpT+ieZzTfWT56P snjY+zjWPrDcP2vyVG0vlenjVAtyWTagyr7vTtTk9yuPxTeU+wGive/EMOYf 9hrkn3L/QNyPtlfEH2009hdgb4AflPEWYNA36A9Y6S8r9ytgn4CflPEWERsr 9rN1GD3I43eS40sZGWx92ssTzdYf6wv+wPphvcT1tmT8CHrAekK+KeW50v+E fSOPT5sEqOd7N5O/Sn8T9o08/78Y/4P/Oqnne2UZzpWK1OsbxeQB+AcY/AV7 E/Shnv8wZyL3k/uXeF/dn0IPkZ4GujF5g/ZAP7CP36oNeu5PYfzy+8aklbr9 4LL1N2LyBfwvr1cus0/E/XaFvU08RHtcJU+E/XRVezI/pbH+Cb8PUOTr9vBk 38f7Qn8CXcTnKv4U/WueXwv+E/1LO0X+qpsC2yjsI2sxvzTAjtEnvo/30T8x 3u+syF+1FOKdpfynzDcV/QUHRf6piYZ/pcwPFe0fO0U+gK1iv1Wf2Rtsf1L9 XZ6vKeajWGnkf+L3aE+ZLwn5gN/jOfwF2CfgX2A8V+Yngp5hD4rxzAJJme8H foa8UOYHivv3eop8tmca+WfwV9A/+DPwx0Hf0AfgD/Cr0r9U+o/KeAfmG/So 9A/F/RcLovT3lP6caA+5MvkC+Qz9Cv2epf7dKWZ/RMryU8L4IO/Qnnr/LZL7 I4K/q9K3c9T69Aqzh5X7ycp8AGX8FOMHVuYLiPEhM3G/vdQ+F/JPfjP/GFiM f/5RxIuKFfkhuZKY7+aosT+h3D9T8psyPg97G/Mr0hOfP8jvD2r6Oc/0GdYX +muILO/L9Jsek/eQV1g/rJeQT6Syl2AfwT7A/AIr4xEiv+swegMW/AdfHm+D vQJ9Afsc9gww6BNYub+K57DnYX8Dw/4DVsZn8BzzDXsd6yfSr6HGfre4X6lF nqrpZyXDbdXP/Rk9CfvhAx0V/MP386H/of9gr4J/oZ+g/7F+mA+0Dwx+xHhh j0IeAWN+oE8Ef131PdG/sRPnTyV/lfwN+oI9AvqCPFbyN+gLGPIMWJDvvty+ BBbPr2jan9DnwOL5FBsNexT2JzD0M/hBeK7SJ8r9QHF/3FURf3Fl9hzWW2n/ KePTwn6byt6CfwUMexzzDfpV88soFzJTrY9yGVZ3zzWHrZd4XsGc0bvcX1NR nljx+DPoU7QnOYa+BAb9iOd5NO0hMV7Ezw+B/5X2jmgv8fM9Mi5Haqrbu8Aw 5Cn4HfIM4xftHQumfyDPlfYG5AGei+cj9DXsD8gDPBftlduS0j5BPBLxHWCs N+ILGJ/GeZ2y9cT78Oexn4b9CHwfWOanh9J8OV7B9JW4X2ahiB+YMnsC/RXz i/MlUV/kK8b7VSOeA/kD/xHyGvoBGPJcXF8jJp+hHxFfAb+J+pFj9Xy+dGP8 AvsB8w8s9r9Yei7zC8vXh7yD/hDGp1pf2Jvq8RiCn3l+POxJ2G9iPMteI78I z2HfiPHuEgn6CRj0DPmF51j/xjL/MHpQ5ntjf0rdjMpfRHwFWMins+LPQU+Q d5h/pfyAfIS8Uea/QJ9Bv4jxzT+K/abfLH4JLO6fuon+u2p8Yn6Yu+iPq/oL /xP0Cv0I+oT+A32q9+dtzzL6xHyDPmF/Q16I+fbaDGO9RH61F/WbSj9Cv8nP yzN5iPbF8y06RMzP82LxR/l5BYbleE0Ftv4sXv6/+1Mq+hTsh1J7XfB3DBTn xXQU5608xP1KFf0o9SHWC/oSGPoO/ITfi/mxOkTcj+X5eaAnzBfkJ+Qb4pGQ N7AXIW/k8ekyeQP6AH+Cv4EhP0T++8OwbH94KvJXPcXzEKl8/x30Iea3/RHj 96o/Yj56skLf3GYY6ynSkxLrELwP+gH/y7/n9IL+ifm+fxjGfIyR9ZWE9Rby F+L4+uL7GA/mS8jXC/Bk84Pxgt6B8Xvod3F+yin2M/UZv2A8Yn56idh/1fui /jBk8Qjwg/jcTXF+RZ+9j+8J5wNU9j/sQ9hbsIfhL2C9oL9Fe9dOgcuRh+r1 Cmf0D37A74Hh/8yVF6Ksvz9YPBX2CTDeh77E/gD8I9Ab/B3of/g3svzh/h74 EfIW/Ah5C35EfBTyS3leSaBP1fdFf9FWo/3z6t9Fsu8rvwfM9hfL5Ad+r9zP g72N5+B/tAf9APkB+Qr7FfII7UEeQd5DHsm//8XsFfCXkB81yr5MvpTJq7Vu zJ8APYj2uLtGPhDkE+IXovxxE+O3ozh/Qx4I9qnKXlOHx83y5Pb2eijiUw7M H4L+xf4E4vXifoWVQh67ivFelb7G/gTaA8b+EPwVtAf/C/JRjA8Zsf0/+J/Y 34B/Ke4nl0jYz8BzMb/GTLG/+43Fg/B7rC/kixh/ctLY30R8Bv4y4jOyPLBk 9AZ7H/Y37AvQn9xfbY39TdEef8fkI/oj7K8+sNPw38V4jRH5Lu/PlD03JOPU 8xvK1lOIn6j0hfpzfXMYfwn7ncSd7deAH5T5bmJ+NL+vAfIN/A57TpwPS0X+ p5Uiv02LySfwq6gPtYkYj9Zn7YNeIV/gv2C8Mr9YkBQ1e1xh6wd6hfyCP4n1 VO5XQ97judKew3O0J+wfq9Yf+gHyRzj/o6IvfA/yHe2BnoR4py/X//J+mi25 opbPZfksztby+eHl8Wx+wS9q+bXXXfy9iv6F/IAAHg+DvBPzD8oTYf9QJS/V +ef/ys7HrbWRzzf3TZS/H2Yp5z+fLct3qOnGvg96g/xE/yBvoY/E/SVbxf42 j4fIWJ80VY/nPF8PQb7w+AX0i5gP8lJ6L9MTizeI+SoPmXyW5/czkzegP9G/ /s2ey/xYdp4nktu/4nmxEmmy2qEZLPevKvYrbzD6Qb4G9APklzx/tsRILd9i mTyFP6v+vaE9SVPPf9n6fCzP7B3Q22SZn8ver8D8V5m+cP44gfmn0D/q/ji7 ivKkswuR2wW9mZCa6gk6Wca/5mSPWiCfY/JskLqBZWX6TZd8Uc9fELP/MJ+Q N5Cn2F+GPw1/ARj2oiD/IzkG/Qv64IGdxn4vMPwvYNibgv7QUuoTOw15Dyzv n9sx/sH+mnI/VtjPTeXxfHxf9D95vg7Gq8xvxe9l+rJm+hm/F/MRLBXxXy1F /M+CiPufXH/DHhT3h36wfAPER2DPI54m5le+lH7L8p/Z08BoD/EPWf54svwh 2NtYb+xnA0PeYD1hbwrrbWUrrpc/x/g9MH4PDPmu3L8R/UlNLK6fmUb8D/4L 7GER2zL5DXkGfYP1EPWdniIerquwz/U07Btxv7qE6TvYs0osyEPVekLegD9A 36BnZX6BYH9ZaZGTagE5i8lL+DfgdyF/J5Jj2F/wv/C+kH9B3EV95c8x9JXg n6v6D3sb/A0MfQv/Du+L8TRrZp+D/4BhD8IfxPtKeQB9Dv4DxnPsP8D+EPxJ X3txP1HFX6I9rq3It/FQzJcHm0+5f65svJCfwnhV9IN4O34vyGPC24c/g/wD YMQ7IC/xHPpRiZXnB/Ac+gPrCf9MNjfSmHyWf1+2/5ZnzfQh5lfp/8AeBIb/ y86Xlz1HPFy2t7OZPS3G3/TY++AfMX6pS2C/gL/FfHFT5r+D/jF+YDE/ij+H /IR9A4z9fGCsF+gJ8hxYvP+PP4f8BH8Cwz4EFs5vqPhBuf+p9FfwHPIb/AiM /UpgUf44aOT7AeM5fo/nSqzMN1fKf8RfoR8g79AfZT6hmG+jqQ+wPwCsjMeD PvE9ZT4ifg/5IdgDKnkB+oE+gT8KrHwu5vcYsefA2A8HPyifK/cPYH+A3sEP wEJ+uIoeoA+Bxfw0G438WswHsHA+XTV+jBf6Xdifn+3A/CFg+Xv8vIK4X8Xn v/T8sl8P5zJ7uew8mcpel/mvzN6oaVPGLwll+YWWZd+PY/wt5K98NCFx6u9F MH8L+czA2N8OLPP38RzyG/EnYORbg16w/6Lmi1FWzH6FvSLk+6nsffiD0Lfg b/CTqD8cNM6L4znkEzD0KfgP/iH0D7Dy/DieQx4p803E/UgrjXwc5flyIZ87 0kbEKnrAegIL98ukWmjkM4M+ID+EfG8VvUM/ACvzl4X7oV46lvnXmUweC/dB qejti/r7qYxfhPNhKvqD/wp+EO5bUNGjPH/xzF6A/QeszGeGPYHn4nlQnn8M /kB8Rx6fEYt/yf417sPKZfaDsB+ieq4+T10/nWHEG4DhL6r/WutI1Ms3JovR I/QVsHhfraOYr6KyF2A/gP6U5zXE8yJ8/wL2BewN0Jt43xbf34D9I57nc1Kc V3JS5Jfw/E3Ie9AX1lc4/6TiV5H+TJl+AVbaP4ivAYvxQ57PAXoT8qcG2mi0 h/gYsDJfRdivUc2PmO9bnukTYOF+n0h+vxf4Ee+D/+AfAYv5RBaK84dmjN6B RX/ZnD2HvhT3PwyImP9owPJrEG+CvQh7WLnfCnkC+hH8P5U9APse+yfIJ4D+ U57ngf6Tx2OoES8V81VLJHH8nH4wX5hfrB/Gj/HBvpTpQY/xO/qHeC6weB8h pyfIW/A/4mWQx8CQb+r2etgRE7UCLMsfjrNi+hcY8k5u35qsUccLynChBYvH Qr8o+Uc5v+J5cTONeLU4PjNx/Cp7X9ivi7Nn9oc8nzYs/ifLeyvSVv0/1xj9 K+P5ynw/0AviUcJ5TJU9Afklnr9IZf0TxuNrwuLzwJXU8xvD2od8hrwV/FsV hvwDFu9nM2Lxapk/jMkq9fpEU+AP6v4fZ/SB9YV/iv1nmd+LpeUy/ZXFm4oY Br0K+oTwfB60h/gtMPJbEC/Gc8gf5X3ewnlglb0D+x8Y70OeQN5i/cTzClqK eA7fv8L+pZi/94Od1wNW3ics5JOo9AXWB+sPesd6v1TzTzSzj8XzeDaK+7is mfxFe0r5CXsD+QuQn9ivEvZ/VfQh+teGYj7fQJV8U9MrzrPms/mQ5+ur4jz1 N3aeQLaPKzB7WaYffr5a/bkwT2Zfw34G/UE/wP8C/0P+AovnCyzE+9JV8l3U v+YMy/PL4wuYT9G/MlXs75tqnMcX7zMpYfkP8nz8YVj+/S9J3M//JQn6zJvH uxFPEPPl+fla2DvA0H+QP2hPsKdU/hbmE/4L5hNYvO/GWuSfj1aK/UKOMd/K eCv2K6HfgOXxGLH9D8yHeB72t4LfiiTsh0B+iOchfiv2w39L/9TfO8TO84D+ EG8H/QHL/chj/IfxwB+C/AYW8yEsxPx2lfyCfQD7UrAXAvh5C3b/fhl/g1+F /V3vcorzGOUV/r+B4vyuAZPvoFfx/j4ttr8K+afE4G/4J6BfYDHf+aWYTzXb lcjrUpY/steJ2WvQz7K+ymD6WamvoZ9lfWJBTqoVCo/3CPYA4fvdWA9g8Kd4 fuMfw+rps9Ji+2/Y3xPubyt0Z/uR4nnKG2X+Ic7vZjL7SfYP05h9BHsK+kGI h6j8R9hL8E/F+9X0FfGicoyeQD9KDH4HvSC+BKw87yPP096maB/2A9pTYjEf pTwR8xnLs/Zk+WEvns+M4/vnsA+F/XQVPYvnIQ0V8p9j0LN4Ppb7zzifC/8Z WDif68vzoRCPlvvFz/uK2Jj5DzK/e4j1Yvby87TYLxCxueK+EjNmfwAr/Svh /h0V/YvxdXNFfNxM4zwH5BvoW9wfdBfzu1W/F8+3mLJ4BbAYb1Ter+Oo8Mes mX7F/Cn9QzG+aKqg329MH8B+QLxO5k8nlr8P/w/xdLl9N0W8zZU9BxbvG+fP YZ/Bnkf7wLL8sWX5c1gP+COwb+R4E49nCf5kgKXC3uH5jJDHov+tzdYbWKw3 oqOghxLFfSDfNO7/gHxHfqyYj54r5l88uK2w53NZvh/WB/SG/SYhP3Cgmxi/ 1HJT7Edq3i8Cewj2jvI+HGG/T+XftVb/D7dfBH2ush/E+0D+MCz3+6+0TD3+ WWXzc0+aoI6HRUpYT9F+L5Imqel7C8vnhX0B+wP8hvHiOfhDtC8MyEn1/B5l 9A35iPEiPoV4mvI8gvL+ByG+paV534IYryyWctTksJbdhwD5qe7PDuey+CCX l0I+fqJz2Xj5eWJhf1OL33+A/Cj5uxwj/gh7Fvtf6A/i1cDK+/fwHPJGef8e 5BnktXA/XB+PMnrj96vBfpT1NZc/wNhPkPmZP1ePq4kni8+qmzuB+mT8/gPQ v/r5Wm5PAIv57Dx+j3gr7A1g8f5jHo+X2ZLbI8DK+6IQT0U8Hb8HVubPCv76 Xgu2PwP7DBj6TMAfTVj+FuLtAlbRu3g+3IbF24CV9rQoPy3F/I5UC3H/INVC 434DvA/7QnnfHfQR7CXYz7B/gCEvsV8tP3/I8nmAxfsJnrHn4E/kh0LeY78b WKgnoOI3IR/siKt4/mq2q3ieIs9VIz9SoJdAxX0CKvsN+ZeIFyC/DfJwplpg 7CzL1zNj8liWT+YsHgV9J8ZTeX497AvsHwML+TEq+xvxR8g7xIeQLwr/AesN fxRYuM9LRb/f1b8/y+QH/AVg2L+IpyEfB/4t8jHhj85Xj+egBH4bpx73VWZ/ gx6hv6GPQf+Yf8RrMf/A4FfIfzwHFuoDqOYD/A8srreVqC/irJh/Agz9Av0q 5N9+tBLrDzjz+DCw0L5KPiD+CX9slKx/GD0pz9eL9yk5Ku6TMmH0Bfki0Jvq Oeaf+dtl8gT+B/wlYPg3kL+Ir8j2hsJ/MbQX8zF8+XPwD34P+Yx4IeQf9pOB hfu0B/LnwMJ9U2t5vBvyUYh/r1Wch9dSxL99XcT7vQJdxPNGcS5l/Mgx/Hk1 PS5AfijOu5sp9i8sxHimlTvTl8CCPiXuTH8i3izsd2op4q097ET9E1COLFb3 9wLTP+A32OtYf/QP+2msv2X6B78X898NmT+D+Kp4PsqI7X8hHobnmH/x/io9 dn4KWDwvqU/EeGO+4jzbO5bPDQz9gf4L+40qeQd+ABbiWyr+UcaDxXjSZ0mM H31lGM8Rj4b8h3zEfjb4HftdsKeZvlacnxDOE3ggXw3+318p65Y6n5zFZ5X5 5pDXwML53EL3MnuU+y/C/Qov+fll6Echv0bF78L9Zr72ivuB+Pll0Kd43kKH 6Xf45+J9fO7i/cB7OX/ge4K+fGAnnh9T2YeIt8O+FutBOCr22xzZ/gv8X9He slPEp+wU9+2bs3gh7G8x/m1MhHoxvvbifr9Knor5NTaK/evfivoNv1h+NfxT 5FvCHgPGfArxIn+OIX+E+JFqPGL+mTmTN9C34v0+thr7lUK+l4q/hsn+JfPX YV/CPwWGfyb4m7724v2Bo+zFfBXC77sB/8DflfE/5v+CH8A/yEcX7xt/yc5X wF4FBv/g/ATyb+R4UCZbT9lfT2X6TWmvgF5BT8Dq7vhasfmX54Pn86u7H8bz w/A++BPxAeRjwb5GPA9YOJ8VoE1ay/Ybk9diPRRd9nv4B8r7h+W/Uc/hhyTG Uwsl8XzOL8X9DVpa4v34kYy+Ea8Bhv8Jfxb+q+DfFnqI9K2luI+hJpd34Af4 n+AX+O+ILwr+/EcXMb82kGPkF2M/AO8L538DFfcfqt6Hfwt5A3sP8kyMr9so 4h024v1IedwehX7G+kEeAcM/Q74+6B0Y8QfxPkQ7MX/9gZ0YDzXk521Bv4K8 DbBk+hn5X4hvAgvrF+Ap3j/dw1M8D0ksFOddHBT37dqL8bFR3L+T3zfVuM8N 8gT6HPY71lOYjzh+HxH8YzF/z0C8n+6IAfMnoX8R7wO9Aov+Lu7r0FPkS+kz jPNyOP+F9YQ9AXkn3n/+Tjy/odIHGA/sVSH+bGgv5quq5lfIRze0F8/nq/hd rP+m3L/mGPJbPF//TxLsRV+ej4J4mPJ+ADH/hmN2/q/M3oV/C3tNnq9iZv/B P4N/C3sZ/jz6L/r3JQr78B/DkPeI98KeRz4gsPJ+T+G80Gx+PgFYjJeas/1B 9FfIx1HRj9h/fcV5bj2mP/Fc0J++9iJ9juL5SKK9yLGwn6DyD+V4TQrDaE/2 n3m+texv24v515H8/Az2UyFvgIX9mgBLMV9OpT+x/wr5pMTKeDv2N4CF+mUq DH0M/hf3ewwU+yHaJF79ob1Mvwr5saP4/hzoHRjyD/IR8V1BP/lzjHivPK4s ph+V9SmAIc+gv8Cv4n6chbj/QjxY/B/6Ehj7feJ5cDMxPj3QTWM/S3n/AeQJ MNYX8SGsv0wv/P5lYCHfP46vJ+hDyJ8JsBTzQ1T0gvge+Fe4z7uQ5xeif8Do n3D+K85KcZ6rmO1fwf7F/gz6A/8E+ZBivqWtqP978HopyK8R71t2VuTPO4n2 hr+T4v5Kbv9DngCjPfH+eyc235C30M/AGA/iVYiHQ34rz78K9RRU9g3ex3oo 64+I2FxRv96MiPXETNn6Yr1gb2E9lfmisK9AX8CwJ8T8FVPxvmHV9xAvQvug V2DB3y60VZwH+cv8e+gbYMhLtAf5K54fddKoPyLkv41S+KO+HINeYY/DPwWG /Qx7Df67eF9FCcsvw3jg70F+Yn8fWMhv/Fie7R/CXoD/oX7fSovAv4M+E/0X jtFf7E8BC/uzH13E/aY4hb0+0EYRr7cR7e8wbt/CngYGfQv6xs9aPB/ibM3y keHvKe+7Bcb6CudBVeuL+YH8EO7nJzyeDv4BxvfQHvaHxfxnjmX6+Cret+X/ mcXr5PfzFfE7PfG+Rytuv4K+lPWoxP2qEknIL1HxC+wpyAdgzKdwvtOPY9i7 8O/hHwKDnpEfBf0r1NNZwfUt5KOaHy5y/wb6XF3fsjE/rwX9L+ynquwHjA/0 D/kB+hHqpc7m9IL1FeMlfP2xnngfWKQfN4bhvwLD/hbv47Vi9CbTgyXDsB/E +3G9FPWFKjAs018FjfpfyvPjYjzCTXGexpW9j/4hXg3+EeMTXmw95PkWv5/Z wlE4T2vnZ8fOC5XOf8exZefx5sv7k9MXOcr0MFSOT8RsK7vfP1W+j0fvpLUc r6mfQku1nnucBXEqnZ/9srzNO21Mokv5sbx8f9Ooe/oyfhGtnp+9+lpEp3S6 oi7I9XwfupJDpf0dJt932P+bkxw/3i7fn77DoOz+gqBMtTx66lamX0pS1e0V +1jJ+ynj5P2ytTvMyITSH+bJ8sc5wUD25+fJ8ifss46sTzrL+Uyp/xVJIaXt VZDPFxRGmgr0szapPIsHlNKl801toR7RwKSfkpAvnvRGqEf6NNJVqPeefNpZ 1s/l5fhwk/o8v7GUv6rGOjF6UuMu9uRcKTufkfMzpyfZC+fppo+ykd93lOsl b5xvKceLlsvxjjBPU5l/Psrn+fosdBboo/M9W5neX6bJ8/3ZSn7eRa5vEq5v IduDUfJ54cL/jGR7q0Kcej1IrJFwvnLtKD3Z3nG4LNNDhp6QPxjg+VdS+98f 5fqaqZF/pf/1b1WNyet3Ro6Pzp6vTcJLF3K5HM+26vJTeqUO95ymOqr3t3Qt q/+RJfv7NkYuZEWp+dFCjpe19XCU61vnZ9Eg1fOL9x2Jmt3yZPlXYXtZfZWB cr7MskQXeb4vyPtZXxa7EjXfVspTr8e90Q5ka2l/y8v+Sfp3N/k8j8kN2i+8 0paabTOlhwue/XE2nkUn5vxNeOd7R3rYrOrg/Vs20HUtGp3saZgoGZikTOrx fF9szRo3j7X5clva4ldw9lPDDbR4Ruajc/nx0qDznk22NZwruR6uut+s4nVp fOUC6xH601n8MeDMs/nS+/ksfl6xu8W3W/nr6FavP8Fvu92RDMdeGf5q53qm D86/8fgQVC2XTqq5bVvEFTeNeoRbrT5V29uT1/eo82bBbOOp1+mVOQ7XbS8q 6wG7kO0RWQkbj/L7Zcw2Vruvm5tAf89dvHB7L15fY+WMAZLHABO2/jabf/z0 crDTqK9x8uTbrH4ul+nwUQZPvR9bM/3q7jCyz/frWkRZr6LtIZ/5KU6H6Z7f joEj43n9Cd8x/177z+H3M7a/XL/1uEQ74vDMZdrlxon08oftU1rvsCPhYbZW mzLj6J6shMLh001Im/tpO6bEq/pTLbF70mQ7EmNdOTDhbDRtOvbsvLEfrcnc rjHL6dxwGv0k93DzT6r+RDcfV2HyZvrgZLV3b1b+kEI+NVvZxH+VlL7Yeeae oz+kmYXdT3+/ESV9fX5v5tR/ZuRxVkG54qyrVOtohcq3NxmSVUe89NsfD6Np mU/qb4r7Kg3tVnvcsvC90hl9rbp+F+5IczfFb72VFSH5j9zZs+i+J3G8tr51 lEp+TPzwfNPUe57kUrbW/V1t85i+rjJuWsVTEVn04q27k3xrc3s2rO4034TL rqT5haMrY/ZmsnhjaxPr0CUt05n9dLLK1y0J669T75//6ax6rlkv7kqXph/2 PY6j3eeluXbva0uaG+9bVG3BVfpodbhP/7dm4nmPQBMydbhZzxVDIqjxhJTD N56bMHlJ2z+q2/KWLombeLmCdDaM2bfxM8ZsvqPN61l6vXNp9cv0NK1Rbeq9 /kamivoShuTABofH0udQeiE6eNOq5GKN+hJeYzd27vBiKz1mN/7OuWvFCvvd gZQ/8Snc9UQCbatzx3BpfyuNemdtZ5v1mdmOn1fZ5eQ8Y1UGv9+xdsCAXZW7 rGP9v77sV9rG0K1sf2jQg3+54eeOSJWWPc5wM/0trS+/+vPYCoelx3Ondbzr +VtqPWNWs3HrDrH7qpNWNJzV800E/b1r8PF7lfl5hFW5s6JiQgxIm+9tDkgX j7P9kAoNpIWptgelSnUux3ls4Pn/QSeLqxgve832n2NqravSXbIjD40PXap7 OZl6vgouijymeX/14Mj6uglJSXTilBe3pvtbkzrBdF20HrdXYr4ed2nx4Qqd 0P857Z7yT6qovXyCQcg86txy887wefw+60fjdKqdnPVYyvNqM3ZdwAWJ3Ue5 079Btj2vv357oXHrs3qZ1H7p1vNf3ynrf6n8r9nPShY/zqHZWh5LFk7XvH/6 d1+DKj2npNId2S+29/xjp1Hviwxy3Ba3K4kOydw/KYDw8+OzHujNLtzN81Vu byyKMRimkgfDKn3uuiSBxlZcXb1STTtSIfbGnIZVEqh5jxf9Uhbw+ufIZ7Oa N2jMzrDR0irjmJdH+/P8+rPtmyW2ybYhexPblrN4m0iXpJvvLQrXrGfgM+C+ zYaLvN5W+kzT+W5PomhJkVftfz+1yefAkSG9yvN6WtL87ydjN8yWVqY+7bKi 7S8231POOTxucypHujPm8PYK+6Kk3ZnzI6/GaNbHar99fPCUNTl03+S/h68+ 9xDr06nmO7xK2NakExnUqv7XclbxvN7y81nT2lfNcyVvGpw2bHszldbemHSr n54L8Q/6atW+a+n9VM73Gwfw+slV4oyTZnQqlgq+PV9124Pf722+e3wlz3s5 9Nr15h2HVeX1Fi6G37v9ZKRmPax7Rv9+H26UTZ+kVvIh1VyJeZe29botyaBa 2eM+t1vA7yud2HfXpexOfH9j7la7r7YFmvUVGsT4XOo3+Bj1qBITeeOeKZlS K/ngo5MhbPwzBreu3fJUHn153o9Im3j+PbPfdXqe3rYqmxZY2Ye9nsLv71n8 7snH8Ao8frX1R+MW2U48/tUkeu65/UPcyNJ6F8/tMMmjXvXohQ9mLqTmgYZm 9rHZtNvd+W1ouAfZNzzu4EmXHNpoV7DHps6OJKhg2dXtE5JojSffeq5urvIX pi29umDvNXr34+tdo2ysyaeWn8pfK4ihD3VMn409a0+spntJo9Nj6YnNH/It atmSbe7aG7sGRVKzxT+rtvPTJ2f9Di5+WniCthkyolm3gSVSteMO/rfP7qLG a1eudS0qkSreH6zv8ihEejFjzdJ2Ew2IY7w0uVLwDmnYqWGZFYMsifMa3dVT NyVQU6NN/nfumBK7xZ8D+vlR2mpZQZPMT6ZkZIjl8yUPLlGf8HZtVi81Ja30 7D33eF2i0w+dGZqzvTw5P+1U1tYB5+ndZxXXDOxRJHU4Er3e+upSOv7x/ilT p32Xzrm6T5uwIkiaZpjqaXPgvSRpdTo9p/9xqUtg0asxWz1JXN8rf25fzaXD 87M3zG6jeT9Q7Jt1I83a83qwFWZcuRdom0PPTOh0OkSb7wem7D+bmj5S8/6f D/2vBEed4PVhR84qedg6KIMudF29Os+R14ud1qjHyReb+fkE26oJE2fs07zv x6Tztus673h+uEdovxFRD1Ootf77wsSOthr1YRvVj25qkZpCh1YalrWsCr/P J/prXWs3W14/9lLq4mo7mjuRV6b3V8TZX2fy5NW7n+3jfifQ95Pqr3i0m9/n c2LtvJmB3Xj+X91tr04eqMfvWzcv33CFn6nyvg9zUjVEb1HGplh683HL7H5J mvVhF1Xz3bw19RqNrbpjbe9OPF5t7OgwpXqGJRllGjpxQ/4lWpC6dPLKLcYk MGF0rxNdo+jqJdu1UxoYk2ET/fRnnb1E/1bI21bwjt/P03/KKK9Zdfj9OmO+ d3HaEKJDOiypO+nXlBMq84HscezB79dZd7hy5EDzvxr1BvsV1G3WvM8+yWLg pjmXL+Zp3H+cYO/74K53Fs2vGXnHX1fzfEPPnft+DR5znSbNefttcUV+vsHA 867Jn/2a9/d8jxlxWe8Av+9uvGc9r343rtGWq4uzp1fh9/e4Ha6xwOigAynY NNJ/isp/doyYuWNasAN54VW+SYaUQlu06xfZIs6KOJ2emdnJLJ7Gn1i8+diN v9LclyMrh0SMlzp5XjE7NO2v1H3EJJrWY6bkMvzQ5t/TLMmMeQYJ3y3j6Lex ndrNdiuWPlVZFRnQiNczbTGhbf2bJI+mJvc9PsfdnfRppb+u4YI8uv7wt+kH m7lq3r9TdVMzkzG8vmm9vIvpzrdyaZPE+Kr9Slw16p2Ob3/noLQ8h45tcjpw 2B0X8nfdu4HZ7Xm90++vWycErbtChw43nZV614ls6CWNXVQphdoP6GXZVbIi hdmdz85ZnUgTJzywaZtlQeqsb1wlzi2Wjq416vKRfAvStVHh+MRVsTRs+4Ss +bma9/HEFnzOv7Ywk76ZlD4j/o/m/TpfzXQqG2Sl0mtnrmqHt7TWuC9nSNba C82KkuiMV/tb2c/n9+H0rLC7nr+1Zn1P2yEvgoM/8P0316fpDj9Xx9Ogti+8 X0yxJKei9lldfXuNvl3b166xAT/fUeB+eYvVHs37Z5avtHrWoPsBesnG3DS4 qQ5p3rCkqrR+L237bXzvY/M062muDLy9r2qtebTZrla3dC/9lCqFmlb23Dpc ejO02jX31Gypv/HaTbHPo6RhlUzHTJzqTGYVnR60sDWvh9ln4LWuq9vk0HDX ZcPf/fUgrWMaD1h+NIfO1zo0ONXNk0RONzM99jyH3umauZG0dSM11s/y1r+S RY8srrvs9hHN8x0dtL/V+vYnlS6MtpjZeY0Jab5ga/OvM/fT1S8iFzx55UJe HW+nvbMqrz/pZJTZreBtNr0aFOR1aBg/r2F74G/g0PaepKl/6NCWdXPprkFv Rk/9yM9D6IcVzR32ld8/sy89z6DOUieNepBNjky01CmIpw319ky5102zPuST 8C4GNUfHUa+d1s2/T9Csh/TUeVxm6PA4Zk++HPJk6o0HsbT9zNNdR1tq1oNs eGbT11YWV+iid2/6/Odrr1EvKXrZxwe9h6n0YaeiG0OM9MkBm2td6xScozO1 Go9qpG+scX+Mx4usCaHreb3IFWbfB628EE4Ht/m6Tf+hpUa9yLBLK3ee0DpH 6w62HXbAmd8nE7Toyao93bTI0DOH222kwbRpsnbArAh+fmJJK+22s6fw+2LC M5Z+DlqueT/MwT8LUzu3CmL5U5OqNrnjFbdV+jlZp/y8ipr1ICsPM33xJo/X g6ykk7HjnXawFNWlyswHXctr1Gdy9XpV983Y41KLlV5V+zx+qnH+YnNx+6W2 jrxe5KTvH+7EdDkn+TZ40cT9kwO52Mna59esa9Rwxj7bDoscSK0TT84lX4I8 1ifVtYKsX5w/T2dvaxHt1tSC9LfckrJy50lqbfh8v4+LBamZ0GCkvs9uemPa 4xE1jI1JwffBvmGNFkijq1gt/aZvRNbMHWz+zX6dFH3MZoD9YVfyc6/PokXn cuiSWldqTD3nSmJjJjX0upRDV3oZZSe/sCcj1tZMcZuRTF0DbId0ybUn+Zf/ 7TNsmUzNru8P9TAxJHMSdApPdjlFD219Pn+moTtp3bvxgmokh7pH+F29dUlF X32izH0nxtCFu5v3qR5tSjq1Hv3H4XoMnR9wb9Lt37x+o27tQ5NbZhiQjIQn q/xnXaDTqhsdu+VsoHE/eN0uv4p+7w2n+5uMfpntye/HWbrv4bbo/X816jEe a2+T6W8TKBmatdyTm5LB8jlP/CjY1P6XLVkRYVTQfTWlCYOavVmZYkTmu86o 2uPGeRYf2n3W2f2xdw4dLC3v6XqF10OsunBGfrPL1mRhcN9Kvwqv0uuGHZr0 qGlFXPuYnNzX8QIdsdnw3I5ntqQg9qmOS7tkJr9n3fh8KXB3MjWO2FIQk2hF Ii4NenzmYQJtXWI2eaudNZmXs//d07Xx1HKP37Y3bzXPQ/iPsoz27cbrEf7w f0ae58bTt7FPF6xpzM8/rIw09Vv9P/mZb1vs3uejml+x3qUhWTl34YV2eqfo yGqB5eNHapG/zgttevZdRV9X1Cq3ZgM/HxFy5GTFRaGOpGHotJ57yifT5zvn mN57ZUHcmk6+6b+b38cz0WH+0SvT46meaaBNtXl25NeZnuOLzqnsNYt6zU32 8Pt2qgyWurW9pXk+Iqpa7DyyJpIW3HzrFTRcJX/erj15UzeFHnl5bMWUSprn H6zDe55cfec6XX/L7v2LHfz8w5pRvVZdnmVDqvl+nBQ8NZEejNL73KyB5nmH mJ3jWgV25/m/u9/mD7mSkUif5vpU7rRes75fbNqeuGpV4mjA69rL5/3j9fwK Br2Y8i1C834f+uv1jpuW++nVYe8Szv3nSp5sHpvwLEllP9fJ2tnonKt4X5zK /qAzp7vbvkxh+RmTRnxr9KAkh8YNX2t/+YVK31Qf6bLmczqd4hZSPtvAhDy6 3/Hog61X6GPdHsu6PjUmbfV30pXdr9B6Q7+8pNNdiM4c42e1bHLo890ZS9c2 cifvP3k0O98sl/pZbW51/q8bKZiT5hen0k+5Pme6NJmhWW/vb/m9Oy9F83p6 Z+dL0THbrtHXn9a/mqProFHPNHl+F5/Opvw8nuedE6tI5CmmD1x6mh6tdncu y4fT6XhkfKW7p6URWpsPHJvFzxNMGdT66KFkfYU+KUemRocPXfMxnFafUM7U azS/P37e62yf6y/vS56LU2/sjL/I7r8+0NFHq20nXm/uUq9Kq3OsYunbt0Vb Lh34JK0oLjf2+q7D0pcnQx79WMzryWG/1GLngLtp90Klx12jcy8f4OcNfofe X5pd5EYer1+9aFH1HOo0t/5Q8w9uZG7mtRgnR35ffX7GgzV6FqGST1JR6uhJ 9or7iEukZnd9v21eNoLlqz2s5Th1kuUMenPwt6zwOryemseOuPOddzyVOs7y rHpqdrgUHFH88fDQO4r7jtyIVn65poEVcmnNNcv3e8Xy/FuPDidaTuqjWX8+ rDhMa5N0jbaaeWPiqU+8HtrNyhH/zVj8S6r+b/DW9X8jpZzYEY8C7Io07ldq M/SdB6kXKdVyyGpzd5Ib2f5k045Rz9No1epzq9c9bksMahUPaRYQS2Pahr2c alUiXZkwIFBLuiD5DV+5rb25PTncomXIl8RE2ihsnVuqZwUyslBrj/e9PJp4 sXO9Jv1cyNDKRfvDb/Lzg3cHDr+10DyJ+tRq00KyNiFRlqYhuY9P0m5HDhrr 5JuRnc+qzTN1Pk9X2//xu1HdkEw4VbRld50VdORgsvRyoC65kBFx6tm1bdK9 lwmfQx//lpzsw9sMObmA2a8Du//n02TjaTafgQsOvhgwMp1WO3y/9q+bvP4z 9PH+rG9DGjU+wtbPzuzAB69u4ZKhOY3StXckBTl/bLo1zqCm7Wq/XtHIjsx1 W34jOiiFLjv8zD9ktkp/7O4Xb5uZSH8Efttmet2CeHTZMTEmP44G+fqOdjtt QeiNXK23iXF0UH/ndUVNVPJy2kLXZrYXaHy9wiqPjxmTahMqHqqn0perYh6/ rz/fgpzQOTnA7+8Ferje5ZFWCT8k1+OjmvVtukLamNph4YkL+qT312Wfavov leY2XtFz4OJ/0sxBGb+mDQmRru4LWvhmqxMxXTJMb8vfTDpi/KLCRUfsSUiy 3vABk9Jo9Mr193xu2ZAXn9/dD7qYTGOrR/g8d7Eiy3QMXk54Ek8bDNixYb+5 LnG5n7Cok8Eh6nuvea/xXXh9JOwnH15TtXozXV4vKbNlnYkHOuRRL90mKvHM 63u1d+p/5obK3mjQ9mf5x8/iacmT2Ps9YgzIRf+DQb3rX6Iz63Qf1sDHjHQN /nWofr1z9LHf/jtpnXh9pFO2uZ9Lthiw+Bn03fdus958bxpKrWwDb7yab0CW zTnhea/tPDrrTpFFhzwdsmrJrZeWjXZKT807uR5sz+sjGabmLbZz4fWR0jf+ cvjQg9dHal88O7Xg0f/Ua3N4sHtTTVcxPvnRhXTterzzrF451NFt1L7svvbk 5riWs6r2SKK+ZqP6XFriRvbotP/YzzSXOju9c6x13o10M/lb+YtHLr1sdGV9 f0mzPtLgZQdX7frC6yOZW86vFGoeJW3+UbdhQJefGvGCvpNuWzzzSqO2Nxav b+6rWT9pxZ5GOxo85PWT2m12X32qzUUp9P1886HpvJ6So9uGBnEubuRIxJK0 5a9z6ZFNC4e0DHEgZ0wvPb9/I4NGDvrWPeK6LYmd/z1/eVWVv5r0ptfAKc7k yImvX540SqW6t/e8vVnZmXyKf+936UIK9Yz/7L5UZd9M+Ll8wz6VfAx/+q3X u9dWpH3k3AMhM5Lo5FfWj2vtcyGfvZ/XyI26Tgcdnf46aostCR2hX6W3Szwd 8LBTf7fKTmTP+Ms6WzYm0OSp9vO/aBuR7W9yvVtvjaD/7jk/ITY2ZG5Q/V5x oy/TFZUv7v+zzJKM9ty3amrf8yqdua1kxnBLsv1GVovjl4/QwTnnPhcdMCXR S97vGL1sGT1o09nfrvdXqdl5/bDysfslPa3iRVExf6VaXr/MHiYdluZW8d/X yMKJjNz8MjfjaBYdOs3lXq6PPYk9Xq58l39pdFye06ZRA2zI2tZZ9Zv0uk5X va3fc+/h8mRcYc3wFrPO008VPqUPX6BNljy/+6qCdSj9FXkicFpRkVSxe1SO ReoqapUY1jJueL60Y/tpnSkWRyXI75idrYxiRyXSipOyEm8V8HpHF2blx1VS fW/I5nnLQrTj6JaH9pf0etqQeY1X9Zj7nlLTvnfO9vlrSE5euNR4hHSZrly3 vuHyiyr+GHNz45APoTR015arFX0MScWeenFPJobStCZ7jJoc4vWQckzytq2f zOsfmWTPmdy3lTux0jl9suIWlX28fcSE9n7uZOysJSaNd+VQcvBOP/1gXg9p tu6t4Q5HXJg9N7v/iy2elXg9JNhjPmH91v0ZG0M/Tjv6/dO0cqRXcEX/V13P sHjF60Jb/+bteD2keWPjhpxaf5F669YZvm4yr4+0ePX++sO3/pPyI3PSPffv p17eTjdfb9Nl59+rG630HWrA6yNNtNiqG96c10cKrHxNJ36Ryn4wt8i85nCV zquSa+NfzZxcO5S3M/rzZTrY1CSj3bzyZKepfq0elSOoH3Vrvvwgr2eUkvEy OLqqOek/qsm78QeP0qN+TwvWuP6RZtfMDd65czN1Mm594anHb2ZfnBl6YlmT SpZk/9Pzy9w+RtBO2wOrPHhsSZL03G6+7x5OP9f5bT+7uzZJe0arn6x8gOXn //584nOvuBzqPC3ie+uOvL7R3/rtJnYo/sfOA80/VfW3/jR3snHV2Hlf3uTQ Ombf64U2sCdaxXf7n7x1jTYODQ5ZUsueFKwc2GNC6jW6ol0l/5U+vJ5RvRsf o8K6G2vczxbSsnqzt35X6KZbF0/HOJYnGZVnxP353FNy27+0+OcKe1IUuP7T nKop1DK90iTrJEsypIfRvcNb42hif9+DThZupOattZXinuTQ6YM/TixxcNWo 17ne8c26LJ0Math92piuM93JkiOZHdt9yqGH5odM6a2yX9sUDtn124PXO/Ks 323Ia1Ne76h3QHb9U/Qq9ffZ9K/PJl7/KGJo51VnbinrH9mSYIskq/r5sbQg s0rmwGB9cvNk/2ndDcLp7+Vmq9pPNVOcFzQja+6O8/2ac462eHGwY93TBor8 KEOytuWX5P+aLaO6Cxxa+rjzekmy/a9L5j7yfZBXc7vUJGT+tjZHXktOZ3Ia rXYLk6aObNO66QpjjXrMy4LunmrQ9yQ7T3TxQfMxPqYXpdrHSLFjOX7e0GZB 294f2vD6SWfKG/jMP2hP5nZKn77waRLtOGy5ybHvvxl9dH4847ZPSonklK/7 r/6CAXTxnEP9St6WSL8rH64ecXgE7XCiZvEpNw+iW//Nqn5eN2jNSx2CN1W3 J8YVVp+69yuRZh3XuTqplgHp2SNjU9+J4XTew/FV2iRok+1H67x1uHtGqtj6 5rUVng7kwJlW7T+MTqAlgzMHVGznQLRXVKlyOjSBfk+e8dT+oDsZOPLb3oM6 mTT93N703KauZN+KX0PeL8xh/pXN7AdOHWaESA9SJrkvmK5HXni96z7N7ph0 +kL+xwlenuSeSduzaz7ksPNqnX0Sj2/9mEMPri723duC1zPCfu6nU2++dxmZ Rd2/tH/y5g2vZwR56z8oKVT7ahqda2VaONaQ17chr/7UGdfNhWxrmje4+E4a XZd213jXcF7PCPGvJxsOeDz8lkw9H+q+GdeG1zOaNMe3/JQDdqTBhfrLA6pe V/Wv8Qsax8+rjJ6X75pa4kwWLCIfqp9Jpqb+43/Vc+b1i6L2Rvulu1uS9qsf Na9RgdI9d7c8eZFoTfQz5vV4uDiBbhvbxbXpC2uN+kWpeibdbl2Pp9W27rjw 8YdmPaOChKnfpjWg1Hx4ybfkMfw8pOWGnpmTp1qTo71omzfDLtHgdasn7N1m rVHfyCVugLe21TlKIsqPzmylWe+o1of5cZMsVtNWUvi07lctyKSO13wCzwfT 5gWpus91NOsd7U3tMd9o4yj6wn3E9ue9TBl/2YQVng1T0fv5BZNCdn9NpxkN KqQUZriRTGO/mzrr0umAa1/eHXv/XDr7s+v73uXOS9tnDqzVYZwWuWGgNdW7 33npU8LGKzM+/JOauvidO/XrvLTiSerpi1MLWLwI5yu7F3U6d7Q4SopKn5Or 982JWDVrmrdzUhb1PFaU/sKK1z+qtvdg8HAtB5J6cOWltKdptFrmj5w0M17/ aKSJ652ImrZkSv1aawfUvE6tbu9JMG3J6x+1i0tv563iD58ZY/0OmfH6R79/ J1Z+0+E67el13WxXR14PqePqc+0+TLcit+2OTuo/MIEWJaYH2r+3JIWzNr5Y aJRIA9zPVTy3w4p0bd/sZZh2Er0UfSvlurs1uX0xe179Hrw+khM5+jTuTyJN Xhi6yaidZv0kquPhHbRNxZ+PTD7EB/N6SmkrfO2OBpiR/I5nlpyvEEczLddv b3rDnAQuWbLCxe0aPTSuvqn3Il5P6UMz7907ovh9mJUen6yV38iEGJ+ee3zQ pos0+7VWnfujeT2lGXevz2pWT5/Jv2fvq7wcdEaHYZ1+Vn+89usS8zcN7Ru1 PUy/Xzo/aXKKrmb9yGDrezqd1tCel9eZP2j2V3qf+OB3pcZBdO0Sp4J+p3l9 peQPWl8nDPzL5KXv3IqHeju9lu7XNzg67mqYFKDvMr5myktp7tPKU8x2nJVW LK1RN68vPz+G+MlDl0E315S7Tq+s+N3EcKO1yF+l+cM1K5IBPRLoh8WFfgX/ U29J3V0VDm/To1/bejfoo9CzLfNnOpLqm73yqp3OoAkfjBforOX1l7zbd+83 sJ4T+f46bEjWRl5/afJ/Mwe3VvkHNpNvTt8+wJ0se+7cLTUmh7b6798/MobX X5o5pUajPdvsSMDiqB/zjVPp1foby08J4fWWFtX/UtPaT+WvBFfv1vVnKhvf jeLQ9Vlt0uh/M47UTsu0JgdqJvbZ3i6JDr5XI/P6B15/yftlSIT5IhtyN7Tq 3v5NeL2lbW8zPR7OTqaVXuv8q+NiSZo4P3yXPf4afbyk64HgbRakf+6Uevsd 4pk8aTyO/nSZp3r+c3pYkxH8vFjFUzuPzTxjIe5/pFoQU992+V5T46lXu5Hr /Jtbkkb/JW50skqgUXPv5dpftyQbE3Nca4yMp28azx9zfrk9cfk8tkfewHh6 uvaHUZmz/kl7HG3XudfcTzc3/2JfPUCHHG7X6eOOA/upYbc3TV47e5AWNRf0 b2udRadMthgZ5MXPK8AeGxhXXGHbsTSaMOSHfXEnD7JXv3nNivFZ9NfUZUnu LT1Iy9qrtObvzaKLvg5a6uKlWf9p3gdrm3nbsmgN88cd/1xwJnMdSiwmt8+m PQ++WK41l9drwvkGr0G635q5Z9NaKzMObXrC6zfF33Oa4rrKjTxa1s+ndy9e v2l0bi+Tju9Qv8+NzIy60/5RZDZt/PThNNMjvJ7TDZ/NA/atNCKdutTb2HXN Mbq57QWtD5cMFfkpRuTycq+iTtIxFu8b7L7r+cHo47RamGvzpqd4/Sa99z4/ uxzWIy6R399P3XaMPupsEtP1gh5x6BxmsiXrGP3k0PwUOfJCo17dXXtyblrD c1LEjPZFz5x1Sas5fWve+31SWtVwUIt2rYyZ/umxs8rLfn1MScfPx9+sSouk yeHfJq4Y4kR62BZ7jK7K6zOdOjLR4fWtLNp5c9aKYYc16zO1fnBnb8blbPpr 9Y57D844Kc6rO5HaVR8Vle+YRds+PNlj4xJ7svf4xaXnV/L6TLrtn5sdqZ9O Hc/W77InltdnMs6vazHY14E0m3nAIXsKr8fkd/TcjJbuGXT0lpgP88J5fSY8 j/1aJ7dddhr99197uz2nbEj12IRZL29c5/XMFixzaT75Oh38fbvtm++8XlOv N7UqTR1qS6r1HfMv5xqvz/Tv0xHX6iNTaN/a7avs+2CjuH/Nlsys4hU0weI6 bTqoe1jMNAey5EK1HUtepNBXutXMthMH4up/xiUgOoU27r298YuzDorz0w4k rllIrYYDOb6asLOiWRav5zS49oFRbVZwbOI4ufXJpcn009mHZzeEWGrczzA7 eHdxXbMEujQ6ePv5qrbk2zHf6cOH8HpOz6z+mW4jvJ5T9aMLTDpvo3Sx8azp Pdpr1ndyvZlSd+GYazRKe49e+xBz8ivroM/xPF7fKaay5+nRp3l9p2Eb7r+L lq7RryfCK8c0tSRvF+b3b1g7kt4qeHDlzDxL0m7dgze7P0TSSjrr+zzLMyY/ MrLsF0bzek6+lSs/Lad9kR6qdrqZ/T4j8t2uooVlcCQ97TD0SnZtI8X9uUZk TWyNm2cHRzJ+ennfZLH7zkt0Tv8fU5dF8fpPT9a5ta9oZUQ8Nha9rql1jv3+ vmdzulnvPDvvmvT33sC33iH0VWyy69hjNqRx4INR2Wt4PadldXp36a8bR20d XrUzfMHrOalGFH1FZZ8sXNnzlMMOXs/JPyTu6emG1+ivLm0PBh3k9ZsW7m75 JWmFAzFOuvqn9ieeP2S5b3ThgMgkWt/cZ9uCFvx8ZqbN6gSD3fx85iV/k352 nZxJ8GCP3EEvsmjFlFGt3P7ZkW87x27O3Hmdtkip998PFxvyMOfAuzq/eD3p HcteBr+NiqTpZ/JajrtmQtIDhnc0i4ige1rUbOfZxpUM1nUff2w4r9fU/zPR 6Vsrl469cbvh0/28XlPawWpPpvxzJbu6ZS6Zd5Pfd/e24EHNkP259G58/tG9 BZZsPwn04Rg59druBbxek06AtGtSrziq5VvptHsFc7Km6yarcaFxdEryJ2ez qrxeE/T1hcW2T+j2DGocnt/x5kcHEq43paNdf16/6VbVr5MSDDLp1ub3176p qVm/qUbt9+97PMmkkW+t9z7vyOs5nViy17WDn51434FKf3/r4LTxy88U2nXk 1X1mNnZkUXqI/tUzqcz/nXve0eN071Q6MFy76HlvzfpO24YUbtUemEaXvPs0 8F8fXu/JLTw3b9tOa7Eejkrfv/e3LIpyTKLznXJSe7S1JgOLb/wsKuDnhx/u PHJZa1ESfex89s7aXZr1n764PlvlFpRM025fzkrczu+fDOz59ui5sQ7k4erk wyMOXKfPx4ye3L2rA/kaPHP1oH68PtQXQ+sWFa7y+lB3BtU9t+VLHP1aZWGN 6MG8PlQtq4Grk7X4fXXzHT0qVXylQ3rlv+od5X+SDqxdcalxY13S3i/Cf3DQ KZrWb8rLyed1FfUVdMlby3YdruedYvom9bjHi3XTM2no9sYHV2Q7khUPDBu3 qsDrRznsvlvx7KtU6mGm3fvlBzsS9/Toi1UreP2ozptiar20S6b9fv4aMcDT hiToTvwelpxE01sbvOtz3lKjHiVt5fI5Xyue1pSun8mYqU0e7WyweE+fIHa/ 72Wd8P+6NN5FyRRd484vef2owR9jmh2arsPyKWpnF67uqdL3f+3XH6z+JZT6 vA1aErDHhdRs9mpzvZHptF3XLyt+RLiQp/N2bLlqmkt/zxsYvf6Bi7ifGOdC PHfr7bxpnUuPfjwR8yfYkazrdsnqWbssOnD+Ut9Dlx3I6NkPU1Kvp1P9e63W /57I60GB/psPr1L72EVeH2rq2OoFVypmUL8SuzWmabyelFP2423/JdmRfTrX F9gFp1HLBZtq3H9iS2Zr5Tef7ppC/+asL/HYzetFgd5H78v6410uhe1npow/ fHDdkhQaPsSx/aMvvN5ULwP/MW4/rYmfv1V++mtev+zW0dBKNg68nlSbv0Nf 5e1OpMs/zpv7qBWvL3XxrMnuU4G8vhTyj9z1fZJKJiVT40cz9zZJdCITEnaa Be5KZPw9a5ml9b9ifr/W30WF57rUV9nXdz72DzTi9afeTZu1ddE/C436U25+ lfr8NyeB5qT17v9tvcrfT60+zzIgnnY+fqbNphqmpDGdXW1+t1i6fvLEnovP mCru5zIl1Rce0D+8MJbqXR6SMfqAEdmr/f1E3zbRdH5JE78xNYwU97kYkWoj 69aaoRvN9JdjfPdcy8oxtOnfTVeNKa9nNbvk1LN4a2NinJD48fiQcHr9fOSu bvN5/akq6/zfm2lbi/UQVPM7xWDM/nt5kbTGX53uS/XKk4Nzv/SdQc6x88uW xV+PVep9nnqPsP0xqhmvR/X0zZnySc8tSMm87LyYwDP09MkLS4boW5GULwNa PYo/ThuPvjTPbQevR4V4M02sqO9+hN/HEJs3u9ra6vupjfmGbeFvzcim8k5X fvhtZfZHo33uc9zTVtF277L8dpzn9akObwgctqivCYmacu3wlpweLP9hj3W7 7OYBO6V1ue/+pKW5EccOJ6cteJ1ND531mPBwpDMJjR00aFBwEp3UO+JZl6e8 HlWzvr1r/ZdjRZZUWk5v9oigMVL0te4/jNh5z+6rxlTsNdaQNElIjzBdfpHF IzMXjp426/kFth+98k3y6pR5O2ndyQ8b/rnN60XhfrqNFarNmGqRQ8MnNFlS 4K1HrnwN9k0MDKWjZzftPI7akO1OPYfuWR5DZ9v02HKovC0purLdzmTGFXr6 Qo0Yy3a8nhTsh9Ou9xdN2naFnllv+tgj1ZrFY+9KU962HuBA3l4xfJvWN53O tj5nkb3clmTrrxztc+I63fhBovYrbcnAxr7+028k0R5rxlpPTrAio7t+vqdn HU9jVw5rPiGW14eyeltY97SVKfGNulx+eGo0LYqyPjV6Dq8PBfqesO313x1e MfS+t//F2EFmRBocN8M1ndeLcl6d2sd5Kq8XZTG7L/3Y5Qo12zmz3xZ9zfpR Ttq6Fd+NukoXbR8bXGLD67t5+IU+sEq3J6fy6oTfH5NC1+9/+HWmgxVpvden wS+La7Td6Ub9y0/VIwUxZktapfP6Uf8VXqlxZPY5uqtz6LtRm0pY/ajCoqEL o6q5Mv1+63a/48PuuZDeIQlRCzxSaJVPfy6sf+9CXNrV/by1eQq9E+35pM9L Y9bfzlmFD8PqmZA0C627FfOusPyno75zzxn9yqEzrIMuDD3F60c9HfW62bEr DsSxcsK/WTMS6Y9Fw3ZX3OAg5i+q5HXQpGbBxW0T6a29lQIGNjMmrZwnFv/p HEN7BBgETethTAYEjUmq5n2CrrqzxvHyFAcSeqfbkycfeL0o619FHrX6hEqG a39Omvi6WOpl/0t7hG2odODtjdXdabE0N2hpYMfqodK5XJOEaRWKpBq1Kr8+ PjZUiv3p5HspvEjyGLP/ZsjQUCn4SOqrFZfdSJVlLSo+rpBL79Rf8n7j69+S cWWfjFfmvH7U5R/dvuc2i5CqeX5f9OjiL3Yfvf5Kw8Fhc/l91L+mZjScNILX h4I99edbfsT7UF4vqssn8yq90qOodiudjVNfa5E9MyNI/bch7PzTpFZ+8Z6F h2nvUVmjvWvzelEHtjvYj19cIHmk+L8ySd0sXaqp32/u1QJJvK/zh1TN8u/u uAqrJYfn61sbGzsSz0cfN9b8zetDrZ3stez8z8v01CRvt49veb2oZfcP5qdH WzF7xSZo7TDrE1ZkeK+4W96Zp6llqx/V29UzJjN3vdhR99R26lzjjvlya17/ 6Ut0ryZ9r+uTEykh1XfUOizdcfq0cIYlr/fkEVI3f6KjIfl1f49X+plTVG/k 4HY92xmq5H+PQU3Xn6YVttgm9fb+zvLLflQdVnvg0G9StepB/g3td0shRzNS Pu/j96NP7vX9Qd1IT3Lhg7NBsm4e7ZewtE2HVWbkYd+d4yM+8vpN6aPsPs5r w+8Ti5WSl7RZE00fFTuam03k9ZrWn6uk9d8SU3I6LyJuxfozjP/PXT5hT++F 0W+NjL/+/vJHCsvu+S16ZQA7D9d49guvDReXS10fRD7oPpTXY/LPm/jsyJHf UouJqX/rW++X7HxeFNjt/c3us+p2d8jO7uudSNOp1bbsPHidtjHYMG16iJPC /nAix72PvCVGKdQk8FuwfUVnMtriQYenZ3j9JduuNg0eh6XQITdOb7z9wonZ IxuOLos47GFFdAZsXTPxLa+/NOb28ay71S/TDzVtd2yOtyL7Tv5o5vktmt7P OvnVLlSz3pJTUC0t00sxtEV6l6Uddxmx/U+nCktve64xIi933OrZptl5esJj +8cfzsXs/sjz1f3aVLEpljY3eBZddUag1KH4hZbulSIpfviDO+GvgiTdpTM+ Jnbi9ZQ2j32/bqHXb6lw4dToE3UPSXqbnJ99jHUjt2eWGBW1yqOm5nWbmCe5 sfPmyOeiNm88KszOo8Xdzz1yGGNNmie/OXzx5xVaNOHZ1h8BvH4S/I2+B6K6 JoRfpffGN+w6L8eCaH8t0d5QcJHWqFI1P/4Ovz9s6OI6W6s/1icGBa31vnqe pivWjWoz2ZXXR0L+mXnk6DcOg8PofMteJX928PpITR1b/pd10IDEzbiws+/h 43SatvGQ4nVa5Lvvd68CGiy51D7m0u4Cr4/UUO/z68PWOqQi2Tho7OU97L71 4Nf9ryx+v1d6ZDs/o8chVzLFxT8ubG8urdXh2esNkU6k9Rtzi6SQbLre0MjP 6bY98fCs3einVgbdcczBgerYEo89TTeP7ZJCU9d+Onbkpw35EGh6v4rJNVrj 8ujHXp4W5GLGFv3f9yjdVlLp1/3eFmTesXNh94L+r607j4ey6/8AjmTLMhnG bR9LiUjKVtR1bKEkI1LIrrJEtoruojChrFnKll3Jkn3vyDJCGKSSVKK7LCUp Isvj/v1e5jzl+XP+mD9mznWd5XvO+bzr4NX7+5+FOqC8sn1+O2utreho51sq Jy5QNfVW+6/qJfKARxB8+/Iwj4MEHehwE9BavHMVHlfqj0tjIgLexQ5KEnMf dOVnFyvEIc+Izsm8tVebH8Seaixr7+uE7PTX2YucCUBmz5PuMel2SIcTqzmR igdPLzO+s3SjwK8BTKe3nuAHMpiQk6Z/C2Sc2tsb5Mv3e97G6nppR8z2sogX j2FFwK0M+ZdMwMvY1+SMWBntPPl2cZOHjVJl8B6TfUiWHTOtvc+zdpwhCbCA S2nKuYZyFTD2wqmC6Cnmdb7pax43b/7j5VB/3Cfc/jQTMMfLTZrOe2Gmzuoz pALkF1G+b/h7sJ0ZEF7uPZ2r6ED7/vN6FSO5aWNIX/S87mYsH5jWS6KkqKB8 Nusg31aS8hM435p4xdiSFQxtDOyx2lMFlwoHu0ruII9IMTe1zcRvhZbH0OSi r7U/RRCUk6QEjeyQP/SUafyQsysVMqle6FVeFAQf3D/YRiZSoUZfpbn/BMo/ 4dNvJ9CzsgMee8bIb9cSochxQcz4zSZQnr4b3x52B5ZwV8qrhxPBlwm7IMOi bljwZSliIhDllZHq7gXQBXGCB0neup53kS/Ekx8q162cDc00nF239HABj5Tl TxxJ9yBWIzWWG7neE7LPOF/Nj8+Et4KyT9IdR76QndhFHdUAUbBzsePr0RLk CWmr++SpvOuFOaS6IT0FDrDFR55NsCQNUptbhy1rkR+01p/f4vNlOPstDe42 VojtwyNP6FVq4lKGGfKETv7inu47gweix/CukpSHUF1m8EWsAR7YxUT07HF9 CI/u8PpHHNu0zkeUay3udL94h/Z7jkoQqS0MVVBeKD3EwwH5Q2rPsZa0N8gf Uvgwt+MMXhCYKVTsWWSjwgpTN0UvH+QLnZgntr3wEAYiRyWCazk6afUnPNdd ldMuyBNi7NwtkFX2FOaozBa6myJfqFr5/ChHFvKFJpsx5gx55Afxz/RYyLhy g4vjLfLDkej+D1+9kucO7io4YnqgsZgDeX4esl1cmY/X+/VBDo6MJQsVtPu/ n446KXxuL4Q6E6DPloK8oUNKJrMuXAzAj6FI0A7kwgncL3JBIf0f6yt6MOVg sOvDnRzaeczobUuleur3YbjAbObeHcgfipLgyS93maaNr+OuG/VecS/QvKGZ 53tnqYLPMB21MdtPJpW0fIm25utLquIV2Iu9F5geb+pf5w1dI7xdirStwrZu e8pd9Qp5Qyk95+ECvQhgOccoaC7dBXXOfgk1axOm1dckOegzT9giT6iKQh6W ckN+0Pm3CScvfkVe0Fq9wOeHh3aXQy200k22NXi0RMvvLUvCZ4QcX8LIPftI 8xHnMbMBkuJ2lRfY7omUJna6CmxaPgY758UNRnJO5UR/qob5wY1PWW2R/0P5 kqV0URr5QFO7FP0mVZEHNLNsV1rvyQLOHDAefG2RAxMWc6/bklmA7lEtk8pt ufARVwj5zRte8LE/Lc4yoxGm6/vH3C9C/s9avWQ5Dj5i8UE+RrefJvEEoQnq OtwaaJ/mXecDXZGeLZGoQj7QMF6jyow5BnI1uHiwySIvaG/m+6yaxV/YX+Fx +/i1wzD9s/2ckTKLWEWNCJ03YwgtHzcnLxp/3IgKjxPynnLfRJ7QY+M8TTNB 5AeteUKBOSqOZ7KokG7no9HPHYIgt1ep6tsVKgwifMP89yA/iEnMrMqbVQRc FqvRWlLpgjPhYdWHJEUA298aOd6eXTCa/cwOWC0I4skqHhXNbbT9NzZDfYUQ 0zZIV639fWFU8I/8YXbwM0ZhO0teCgxxep4mKoL8s2p1GTrOLOLvPnMSEcwZ cixaveuGPObz1G+niUA5QYm1TLIbHvvHij7fVQxspWjY9F1AXlB4xPKDES3k BZXgFPT5Entgnte8+yN/5AdpEguow56r46vU6StDHF2wQLmGMZ6MPKD/a55Q ftDf4U4RkO+Cc/kNlpMJBOAQfnETq2M79CDKOXY/QB7QWl7yuAc5TILcDoej X3CUt+MBjnvSKiUPeUC4stm6wAoK3F01NfVzmh90Jdb2NkZSoBrPszAL0T/9 HwHgPTJqsaeZAuf05cRyvHDgsrVmttvZBrg5seCuzUEcUCprlFOTa4BCWM9B aWOUj1j1zKPrDSsP2KWyF+YvPoJhcvQxVeE8YG7Zqi+KXAY7B7/XPFrh+S3/ 6N/68o+ZlPF2+nKowO/1yicFeT95TopsQZE4EOKU2NMUmw+duZwoSQW43+u9 bTjQNHlE0XgMeT8sWj3EwZ358JoI2xEj6fX+Twqrpbbt/nT4UlI2QX54hjaf lq4567jTgwlkpX1y374nHXudHOdeKMAM2DccHigMTsXek2YTPX6+w/LN9mZs VCvBrGaInI6672m+j6tir8SAOwPICbu15cFYPnb0WnW/hzEDzfNZ629bjnE6 LScU0nyfL+aCJ/cVr84X1GMc514Kg039T9XJT6jw0La+lJV3yOvx4RhVTW7i AxcXmOu1pCiQa/yfh8ymC9isOk73EDkBGxK/WT6xawFT8hTUW7G4jd03aZkX quMCxVFLAidZa2njRZzz5elQyXLIIkfHcyBnvdeTqV13u7iiCBZtrNgv3YD8 XBtH0tnLQsjjUSVejjjIQAAEWxnx/fcgxIJDbjC0/XvfLaFb71kxTFFlgKFh 89i7v8q49EtTMJtFt7cMJ+cxVd9jiUwMabTz/I/7ZHPrkvOgt5WSxpHs9X5O NtvlbP+k29jP7NCQ4RPI03lV28O5q5QXSNf5PDnPQYHddMuH22/z/l7fTeIF oy8Sz7Z8R3mlI8mOV4k7KHAvIdXHrhXl/z1I6hI5iCMAe/Ot1pYBFJj/ebn3 +n95Omt5e5nE4Sfd/7bH8fODpAluECjOq6xk0Ajbqmc4UzfjafmAFR/IW6c1 8MCHfvy8fSvycozxTKVz0Y3QctJn31c5HFCrl19ZwK35AgtY39eeIweb4mk+ zklzk6mJa8jHYYlRab0vQYERZ1hcbrxGXo5eusqZsWB2YLF5jJpHqoeSj0d4 CX+v929iFUwdCgK9Ya3CDqaBDcjDIdTdqRTayQdUEiNCRLqQf3NXcclzOrsV Cky9uy5/cr1/832sWXPa5gnUdFSDmD4PyDYQ/kRWRN6NF+XmczF8MyQJRs7x 2iDvxumz537HDB5goT7G6JffDLeyyLN9+h++DWOVUZJnJPJtSFJGxZh1ITxt nKC4WxF5N+pHf1ZzDSHf5qP4XgW6R0Kgje7aqQfZHfDdEP1kLBQC7Sv0t5ru dcCHlibx+OtC4FzNJ0m1aSp01NuXac37p2eDAy47GhSvk5FvIzHp6yyr3AOn Kj7ypJqJAqlR9bsVu5Bf87S8oaNhtBkedjdNH+lGvrvNyYWjRboEsOy12YxX rwEaXTH0tm1gAlZcyZSMhVKoNbpxJD+UCRzA7PlfJpVCbZ9veqW2yLcZ5Asw MJPAAV6q6otQ5lL4qruzKLiZ6488SRwQNjf+srsT+TZ1F8e2avWWQpaWlVQx JeTdyMZ/ehUbzAYcIqDtdFc0fL+Laqjyk/WP+7tsgLT/fJTjnmjafoJk1Lk9 j03iIN+UePj+ZOTjZOUV6lksM4KXrVeiyJ0hGOnZVZxvAvJu1uqpE+eYBAns N2nvfxxZ22pLVhDmhplp1BsgD8daz8bz6P1PWONVpzfKj/No+e2GcpTX/Xr3 sRtFoCQ7Gwfm3tUHliTXw8yVFPytENzveTtJODAie/cXfUA9zDLc9f1eFzvw ezWlrpObD80jwt1zTb9iM4Xb3+uDtTylacx3rFpE53IqVu5+2eNQ2td1/s2l 0LMxcwEZWHfPBbfGJC5Qqz/uq8hZAgFJRSp2gBV05K/E6L65AQMBHew+xAiY 5hIqN2+Jwg481SB8JON+v3+5On4J+83dJA6WQb3Xo0ZV8Su08+hr49XsS+/q iE3pWDdLerKrtBAYiXehSlRRIVu3NOW27grGl/axT13qHJSRFn2/a0gUkJeN 4gYmemn7B9nOy9GYfA+sfdLTxPLP6vNnH1twjfQYSofy+vsvb6TtV6zVW8LP 4Z4Py/thocKBskIGyLP5//nN6nq/udUy5GYpFH9+18z/B/Jthrfvm7f3EgVT vfW6itt64LdvE0Nb7hKAqaizrv2PJnjD7zBb/pG/wOtdEf0PXBsgnciGbpcu XqD5cKiTOaMKPhy8916tnhXEnBu8SAwMxzTtJXDtYwQweyvZ+aP/6vuTnEH8 gJ/DKJYPuu6OVWIJQpeEJGcHaP5LQNe2YJWtoiB7/ke7zhkqNJCySzTr4gQX f7QFrzg2wGf6+ucImziAjfy0aSeogIlQeP5D5C8sM2VfhtnpSAyzZi8JvcQH GoQqn/jcQd5KfVn8EOuxOjj89naC1ZFlLF52N/eMoz6WW/x6cVniLc1Lub0o Ibt7CuWnrvkp2TPKPZJLvdDFUMKtcJkfsPFu2Dxp3gmvFgwum/Dzga/xUw4O sA1yZVq62BzmAVWuoXctNlBgzpA2/WMf5KV09HqpX0naDLApdevnpAY4rs4f UPNlM8jkIrqa96x+LhMj7kuZxX6oM+vTt/hhX8kLhiNPf2JFB76FPqy0gzZG p7O0XKm0/GJrHqVEw5dEkFMeYZRqS4WZIzpsRboiYOVUTWrxLBVeL5cMqANC wPzZwzbzmW7o7l10iaTIBz5rb7GPYmuBWkNKE6MagsCXeMEJSlGhNdNGnL8l 8izW8l+rnD2zVBWp8IPBseL9ssivWPt//TOU0itFGqDb/To1AS4+oKpGL3ij vg5+t+u6Rs+EA5aczBFbw2uhjhvVaTZLCKSEvc2K3EGFRwZSfPMHWMDwUKxA 5a/7UD7QovBDkDDw0i83ED7cBs0EHFiVvmwEL0o9c2oiSuCmZt7ygOBJjCdS qGbnWDa2b+OWj0xTIuu8B6IZ+ZR4FfIc0m35rkZLVGK5GWEzD90I4Pah995x 0xSaXyCzUKbM2k+BhmHPTv11Bw+yddmKRzSQVxAUvbVUhacJspZ7iFst8gA1 DbWbVhItMKpI4pHaCMrvX8vzN1mp/SnI2gJL2wfHK7RQvr2ns8dPYVMiqAjS Ibx/27X6/qb1b4vnBt/USKNS3Sjv3XlaWu8XRyMUOfvrXOQwHth1OBd3+z6C CmMfa5iJBGAhs4eburEBruwPDXKaEAUyf+dzLod1wgsB2lFaZrzg2ascQ57V 5/8/xAWBbw== "], {{ {RGBColor[0.293416, 0.0574044, 0.529412], EdgeForm[None], GraphicsGroupBox[{PolygonBox[CompressedData[" 1:eJxNm3e8VcW1x/e53HPu3vvsIyQWPkYNSlRSRDFFTTNRQYmNKkhoCvokGAUr iiCChY4UNXaFmFiSJ0Y6XEQxYh6aRGJ8GhRelCIdlWYw+eStL7/f/Zg/5s6c 2TNr1qxZfeYeM2BI16vrkiRZVp8kzaIeFj9ujPKdUpI0NiTJ0iivR3tQJUmO T5Pkiqi3xMAl0f9a9B+Xqv+8mDM25v8iyn1R7nJ9b5RxUe73t37VJGkfY3+V JUnPaJ8e7VnR/kaq9VhrSIwbFeXWKFe7Hhnl51FGRLklyoxykqyPsetKwgk8 vhn946M84PVOMsxatBcEzvOj3BPtoVFu8xq9PRf8J8Xvh6M8FGVAzLssyu0x 5y8BoDH6XsuT5K819V8Z7STmXhrtMTHmzZh/UcA5AXyjr3u02yb6PsBw6GNM ixj7VpQe0f4qOJfUHhf1/vj9aJS7o0xx+5Eok12D30Tj+GCUnVE2R7kuygT3 sf+BcZ7VWDOP8lDAfjDKgoB/lWkJHa80LYdHeSz2siK+vxLl45h7Qoz/W8z9 VdRPpPo9OWj+ceD9Rp3620ZZU1J9otvQG7pXYszqBp0rZ3pH/P5hlE7R7l4k ySfR/mLQcGzUZ0E7z2U8vHVd4NMu2tdWBK+dYc6IcdOjrA2cewEj2ntKn4/j rDsH3t3i25zo/210nB7w/jvqIw8SnncH3y2Mb5tKosmi+L44yqvRnhJ73xzz l0bZHmVblPeiXBNwR5tv7oyxd0S5Kdq7Yt2ngi5PRtkZ43Y0E+8PNl1vNg9w /vAJ59+9iU98xpMNd6rPHTosMd8O97mON6zxlqebXI/1GU70uFH/wTsjDXuS z3uSxz0WdH8xcBkddfMo+2IPN9TEp+AKrw8JHEc1CM+Tgy7lKJdFe3f0rYky ukF8R//lUZ9qvj8t6i/Wae6phsN++UbfbYYJn39m/p7q3+C9JOBtibpHlJcD zgUxd3/0HRHtrYm+TQoYk6MsM+8jA+B2ZiK8zoJOuc7xxprmMBc8ewTvfRqw Wsb3PgF7TIPmDU11rj+Ldt8oF0bpFOVLdWr3QXe5r3OU/q67cL5RukbpFuXe wPUeeCral/h7V7fRO+i2AVGuTcRTvwxefCt47udVrX+XcTi6Tr8552+VRKv9 Pnd4D144I/ZwUrQfq+lc2Msp3ku/VOPou939nNVm02pH9N3QTL8H5+LPQVEv Dljnx7dFUc8MGHtLsgUnNqh/cIyrq6n/xtDbaUn4gVvPGH9xlDPROe5/LBEu /aMcFXvaVKc2e+xvPGlfHTB3Bh8OiXppzDs6yvzoHxS0GRzr3hsw7ytJ3uEN 9GVP68yVZa17QKfG/DcDTs+a9g98ZBE6cN6H1mlsT4/fVFE/PDAxxkyIMiPa 7zaI93aWNGZ8/D4j+veV1d4b9fWp5vwmcNsT6z0a9XW5dOkk8+fIZmqPiHpt jJkYa+6Nem38XtNMZ4CO2Q2O8HPM7ZtqTc7rZPPSg25zduDb13sZFHxTxPzj Yt09MWd3lGOi/xrTn/NBZ7aI8pNEOu9D671vxLj5gVvP6F9smqNXwQv8diXS gWvc3pPrPPbmwpt+7M6U4IP20f9m9C+LvnVRXkD2DIexc+Nb6xhzzEGSJ+iH LLWIuXOi/8zYx0Zseln0nBC/u7BuyGuHaM+PMWdHfVP87oUtDXivBP4/jfbv o/7A6+LDPFKnMfgGZ8X+jqvXuC3orChdjR9z4lNyXdDy3Wg/E+WdZrJ76N4/ lfT7kEQ2kX76xuWi3eGBT2P0fWSdv9Pt1vHtuSg3xV5mJfI9Vkd5O+Zu9RrA B+7b0T400fd3PeYZj8dXaRX7vTXgfDnq4WW1D+w7AIyK9tGFzuE9n8UFZY0r J1oLX401oOuGsuC/69+0RxWi0z9jT51ij38piz5t4lxWxu/+Vck+cr8hxu2I 392wdbF+x2gvijE/ifqbMf7NaP+sKnv7xXrZ4fMC/swYf24hfrjHvHRmRXqP 362bSb47BPzbYv7m6O8X8D8KODttO/G1sJ/o8B8U8v9+XIiXt5XFz+iJ5RXB OhS7hr8RY7aXNeZc9F5Zv2mviu/fwy7H3MNy2QXsw1sB423T+RuBz2P4Q1F/ Lcoj0f561J1y0emGGP+FXP4Mfk0adHgqxnw7xlyUiw/h2T3NxB/DYt2T4tsv Y0y7qD+oE5+vj/67qsLnB8A2/fBhelqnjvNewZ95662r0dnjC53vLTF3WKFz vDHqtvH96HrNZ/1dxqFHvdrwKr7Lbve/lEo2YhsHZPlFy1Szin7H5wM8v9Rz a7lgbYq6RZSe+E+5/MQJAffPdZLLZYbzavxZEeXgaD/r9iGG+XqUOy0vr9tf 7xt7uz3gHF/oHGg/GvU/M9FoS6x1cqG12kV9TL3WAD6wX7XMTsP22aasik38 MtpPJ+IfdOJc5CVotbEkPl/YIL9wWiLfkDb+8Qp/w0/uWpOfuj/WndMgXboc /8Vr4cvQt8D9nPlYdELUc6NvXoP8mlJF/I2PAhy+bbG9XmS/5V+B8zp8plRw 53gM8OdYh8/zXNbC7oywXamv6Px2RP/A+N09ykWmz2um1TrrwxesL9AboaoP 6Kqt7sMn3WLdhc3abll+zzYM+7XF4xmDLdrmMejCYdaH8M5m8w/+Ge1hNfEn coIPvdtteLLpN77PR+Zj9O1d/oYPjFyiDx+ulz7cbp24x3N3mKcWmMdWu42O pcBrxKpHmC+PdF+j19oUe5/dTN+pnzPdfmT9iR7FH8CW4EMgB0u9FjSe7fGz TfNnrYPRxdg7Yll02uyS8FrouacVii33ZILX6P5PMumvsVXtq9Hy8pplCvg/ Dhyml+XnfL9Q+3uF/M9u5oMzYv6G+F7OZZPxg7DLafz+MPqnx/jnAqffRZlt H+l67xG+gxfhvedt81Yy1jX6nBit0T4be4U+7HeB5QU7ii+D34M/gx4nVsVX Qdc97LiVGJY2eo/6IfeDBzCxmchdo2Wcvuu91gmOI7HfxCBDHI80WkbB7cno +3UqvJH1hZZ3/D/khlzHLPRGKh8OnbHQeqNd0HlyqnM64MtVJHfIAvOQo1Im Wd6fSi7RH8jL6lR+11LDW2SY9C32XibH3HEB85qadN79MWe36brUY6Z7/FrH C9fY917kuBY9Rhw2xLEnZ42Peab986H2w9+xrKOTX4v1hkX70lx7OCyRr4If TpyDPnoocJsacA6riTbQqORYoId97Gn18v3QxcSOaxsUIzYnF5JK3yJvx0c5 zn7RUYn6ZpuXkbsutrnYXvIEqx0n/zvaA/Bhol4UZWEqfHtVBP/iqDtVhB+4 4UcPsG7tjT2J9s1ROtaJ18kjnRb4TkkVr9wXe5wY879Q0/5mGs408yq2mxwU c5Ff4rahjr8eNK+utz7cY95AFtBBz1j2n7N8/T6VfRte0jqzHINhZ55wjgUb uKFe44h9sPHYd/aLrwY9h+I/xe/6XP4CbWQH/xddtjLa50aZG2N/GOu+0SD8 0NX4yvhk+NUT2HfMbxHlX/Zn8GuQTWwnftTfA6/D4nfH+H04Op5YI0qfivJr 5NawrfAt/szBMeaRqM8pqe8B8zO0muY45ZmSckLkx9BbGyviJfwyfHpwnOJY BnnhnJv7rH9Tkq8EPeHB8YYzKerJPt/2QZ8XY2yHqLcHvG32caHxr0xn+sAN 3NFPyMsZMXdg8MPQaO8rFOvfax2CXR8Z7ZaJbPM97sfm49PyfbN9EXTmCc6t oZuIa++zTD1fEq7PJ6LfJOPMWeGfQMMj8WGj/nWifW/0+EvK8m1GRNkXe+sc 89cU4nXwudyy1cbyBt+tN9+2dx7ut4nyVOg0cpVd66SbOJfjq8rH3JxJD2+z L4rOIeYnT8HYBR4PzvOMG7lkclvk8bDVa+tlr4mzibeB+1lZOTV80rneK/x5 eS6f5rJceYMpzifss0wR866wr4f+gB5zvS7f91ruJuSy3SOj3hh0+Wn0f1jI lhIHtErEV3d73fluw2Po1+nWt8TTM6xvp7vNfrHHwNqViZY9TM9pnssY4E01 /LbmN3jhdOdH8UvJX07xGPC63bjdXxHP8+3Jkr4Bn5h3nXl+XdOZRvvXJcFk LnVnwyeX+4zzudAd+pOnxV+vRflKjDk4lOhe7HQuu7/XuQ5iMmKz620T0LXN E9nXd3wGdxtH6Pa2fUlsB7o58/gXHRcsT+R3Eotn5ssjzafEQw/6bNq478uJ zhDbsKokm7LbOa7bjR+x4mLbA2zwGI8hP3ic/TzWeD6+Hxv1iYnyZIzDDzkp UT9j0a3QF53Szn3guAR9Zhkhx7HDNPluotw/MHc4hqX/ZM9jH9/zd9b5vmtg j3be9Cx0VKI2OdVzPIexZ3sNfnfwd36PMQ7k9H5geKx5sXXIxJLO9gjv7Vnb +SZaH+IzQnbQecgeuWXuCbh7QT9us30hLz3Y30b4e9PdAjX3Ntg/xpCrRI8y Fz3f1XsD9+7eD/vLa8qv3V8ot3qm6TDXviZxTZf/oE03w2B+010R+dWLDK+j ZXOaZXZ0opwrudfbEuVj+T3K84b6G/7xQH+71L/5Ts73EtZy3uJG02O79wX9 of3l5tFDLR8dfW6cCX5nW5/ZUMNjDeBsNW3JAeNDkAPG39lse01NDgueh97k pMlVz0vVvtI06Gdcr/J3fjfGmPnWmeTgR9kHu9T7BJdNzo8Bnzsk7hqa7pSo uTtoutsj5nrIfdwrNN1Rce/wsPv4/aj7yO3/wvO4t7jfNWtgZy6y/0xOaFWD 6Is/gl+Cbu/kfTTl5vt6/8Qu5Oh7J4p/wI04DnqxH3gdGKsMZ6HjPnJfyAW2 ExuBLtnkvaMLV1sfIgvN7aMuc3xMDgQfdo11zmi3T00+v2tBDoABLGKIQ80T R5l3kYEups2t5sGp5svRyef3PcOTz+97+L3DcfBYnwnfkVHyvPuTz++QRhnW ZONyq8/qFuMHXdBj6AHuCJERfFTkBvlBLtuZZ5v0EzU6pyGU+d+w4wdJn53s scd6HHptiWl44I7Y35tgdPQ6j5Izs51D7olJONtdjvHJD5xqeiHzY6y/0Qs/ q8knu6ImWergcXxDd3QyrqzTpC/P9jhyEeBPPuJEj2vS2dSnmdeQpSYZokbm 0Dnog0t9htSX+Cyp+7sM8XzuJonRiNWa7o36GZfuhtfHsJHfKb4r2eQ7tFvN V9gZbFVb06KL99nBMMAFmYHX8eGR9Xm++2CdgcYbHxDfFB3VpdDdZZHLh73P /ur1ue4uvhzGuG8m3/CdXLl4cpUf5noPQMzDtz2p8jrECLwFGGSfn5zAVRXl Bf7hmImYZnom2peDf1am8vXxz/+QKnbAfz60qvuUc2Ps9qruj/8Y7T2FYA6I djPfp6x17EmMx+/uZeWouVsmLiE+eSIRPZZZV7I+sQ04n1KvO5T1ptuLpt2x vvc/KpOfTgyGr/5aqlgRn/zB+HZEwJjPPV4qf/FATsDj8XXxq8fat8bHu8N+ Hv4S8MiV7Yvxj8O3AeuvqWIA9NIy44N+ez1VzIZP+GqqGKpFovwDd/L4IeSs n06V/19jHQ//zE0V/zNmb6b+0ZlyjuQe4YenUs0l7mtbLx2Kv/BZJp9ojOOe lys6W+aRu4RG3Bsnbi9NNQ99UM3l019b070Zck4Mhc5e5n19u5A/+p1C+9uZ yneHxjtSxSjkosY5R0o88lGqOOPqTLFat5ruKXm7Ah3/J5Xvi9/7UqH+5eTF U/nN+MzE1bx3Yd7Lhdq/D3hvpMoJEFsRYxOTQ+c3U8WW+NUruA8InF+N+qWK Ykn4HPtADh0bQYwArvj8xHfkwpCvSbY9nC/xB3E7vln/TD7O+5n81uXOZfD9 Yo95yf3Af9/jL8m0pw9T+cnMecl+dgvPx34RNxA/ELOjd2mje4kXN6aKGdn3 hlT5kF1R88yFGG19tN9LldNDByAzyMsY88agmvz0E+tF216FxtyRKaaAn2qm L3Q+pSZabkrlV482T+6P+luFePqVXHoTuqFHydURPxM7f1oWL2Ev4Ctic+wH vgRz4fM/VIXPqIDZuqY9z84kW1tSnQN64dNo9yhLPnmLgi5qkytv9kEm+8hb Gta9rCo41UL3Y2Mt36xDzd65BxtoncJd8ON+W/NARTRnPvdj2L+mdyrdLNeM ZQ76d4Tnkyv8ek1x0tGZxswyTPQt75fQxVcXygcNKWTPc+OMfl2Xan/3cl7k mWMf/84kiy0z5XeRtbetV/4vVX4GfbYtVTyHbn4/VW4H2foglR5rUxO+34r6 azXhNgfejD2N973DMTXtv1VNNHjAfAiNcuveVh7zlahPDfq8b98Off+S5euB 6N/XTD4COgXd8lAh3fWK9d4m53zGed/E4OydnCr5VniJ+xDuRaBpR/MBdqKl aXJQ1B+b31fahu/xfHQPeVr0D7qK/MZc0w86PmeaTXUcDK+Rd4Lfhltno1NG 5LrznlBIxy+z3UFPz7Wtn+M2/PyC401i82mBX/OY+3Sc4/mF7jq588R+LbCf j37iDgCebl+SjcG+oO+wxzOtW+EdbNkCxwj4DINtL/FJXnR/b/tI+CH4TRvr tC79h2XyhYtMd1roa3Q19we0ZxSKQTZ6PDnRA3eYifQ1uL0b5YJCYyq53gXA Bxu8zgbP7e+7Wu5ssVXkKjmnP6XK4eOL4GuwxzWp5PuGkmR8bypanF8Wb8Fj F/q8OfespvPkXN9Jxb/15uFPUvEZa/b2nS93v9jej50zIacywXkVeASfAH+A +JdcJzEeOhXd+rJxxX9aa97BxmBfwOGAH5Bor/iD5OeBCf/9zbwJj6Kbd0c5 O37XyuIj9oafM7XQnfe0qPNcMeVdmWTon2Xdr63P5KeMzNT3mft563Gvc8HQ 6VPr23G2+1vt5/Du7lrfDzezTM313Sa+5g7LGzaLfPaBNzAlvWXgrh2fZUem 915frSpfurainGn/mto7M8k/9zQr7U9vsU3A9uMDXBVjzqnpDcDZNeFOm/so 7ph4N4Od4J0Re2FPdfXiT3Al5w/vITvggv4idnva545u2ex1ySfwzgj+YBy5 JvbJHlc75iP2mZwr5hyVizef9Jkjy/hJyNINmejBuyrs/mLb9+W249hz7A93 ZT0tf8w91jLYaHnHvi61fkCW+7mf2PcNx9T45kvtn/ezrkDWuSOFN4gtf1TT mHcz6Z451kUf+Z6xtdd5wWvNcRu8hhfK0d8S9RNxljl3FfjnheRoVtR/z7QX 3tG0CZrPq0gHvJzJT8Nfg5bQARrOLMRvjxeiySLTh5witGlu27PMsUuPqt6a bqvKPtFuZd++0XoMmV1ivQr+S7wX1gM+sMELfQlu5OH72AcDR/Cm/3exRssY 84tM+oAcxgm2a/gA2DbsC3EI9pR7JNrYG+qW7ienxJsYzmh6wNwXv6dVdXbk RMhd/NxvBa+M+gq+RfvkTLrmz9Y/p1WFA/fG3LMcUpa9ebaq9j0xvkNFPgDr TrZ92prq7uZLZcVf86pqPxDjz64oxsHuc9fH3QO+8Sf1wpO3UdxFHOkx3DkQ i13nvqPcv7Cq9sOZfInDvRawD/cY3ubhw5BznWo7uj3KwblybNWqcD/Y+OOr HOw9XhvfVgcu11Tls3K/gN7n3Pr67Mi3k2sH50+MO/nqRvPiLZnexZKbnpnr Pod7G3zj1p7D+Ety3Y1yR4pcf2y9xFuzGfXSmbxFmeZ7z5G+d1gY9RWZ8kyd o31TTW+OW1WlI9AVS3K9LUNGJsXYt6IMiD3WxZmeVZUt6BztH9XrrgHehn/f MA/Ad/AGOoO3SPje8EerTLoZX/LimujTK+pvFrZh8f28gL+Y84z6nKr4blZV vh53B013CLyh4R6hh32s/0115p0dg/fy237e+KM3sbvYXGwftgo79Q/7DPgO 3O+t9FsF3qGR9yT+5G7oZeth7iHbV2TnkBv4GB64qKYx2JDuNenj7dG+MFes wlvCVfH74pizu6q3ipwdOfm1zuOSMxnmNv3wE74acTZ9N7if/C5t3trBy8jG TyxH5AXwozgbziiL9Rty6Wj8Gu6gyGlwD4VfM9M2iPd62EDoxL0XORl0MWNH ejw6lTtPxqGrn/SY8Y6hNkcZmCtHPyPqEVXdEfeu6f5hh+9EsO1P2r5j14CH P0PMx36J++B5cjHI5o1V8Qn8gr/JuUH/Z6o6jxlB19P9Ho93eSugO/edVcnB IMsCb3ywBdgOci5fMBzuJuGZtdzB+Q36mzXJPvkOYiJ82LcclyH/6IEBlj/0 JufDfST3WBsz5YygHW9yD9y5Wn7hneZeF1sJf5EHJfZlz4zh7R13TqcUojsx 2JhEb3iJxfjN23N+czbQnxwWuHUO2GdV5F8Si3NnRzxOrIK/Bc2h30GWA3ga XsXWPVVV/1TnxqARfgIwyGUg45NywZmY61w53z41vTWa4vdGxDzcVeFD4v/g ++Anoj+4G2aPxPu0kd+hzuUwjrzOVf/xmxqd9k7mO7iq5l3qud0rggvMRbl0 39BMfHqcz/3xXDoH3UMcTpycFYrtidO/GzBLhWD+NVO+gLzB9YXi2t6OTWaY t9fFfg+Kb4PhxUI8xftD+Aof+k/2r7qh88viZ3Q6uv07MfeeQj7f4bxvzeXz ta8q/iYeJx/Ce8levvMbm0nPLq/qrX0f+06Lc90hDI7v1xZ6q3lBrrge3ICF PJE/Age+8411bi60Rs9MvAkdoeGp1umseWEh3MARG0a8gE0jZliRin/IFTMG H+/jQr7dJ4XiJPQLMQB5W3K0PywUf/a2HUQX81YYnTPS/n+XmvgX+YWHN1U1 5hXe9mai52dVfT/fY46vKR/x1ZrsTCfnDfmfLvT/8lxxD++WyHOcl9kvqMq3 6mw4GzLdt1yWKUdDjoRcC7Er8o988f9X5BePte3qWhFtkAPOGzqvypVXOJr/ X8jk++EPct6c+325+qAzMnVdIdx4T/p6TbaB9+z46cQb8BK5Pe4M+I1fwtnB G8Srf0zlB24p5GNsLpQ7wec7xzFnT/t7u6pqv5Epl00e+KdV7QPbxF72x+8+ 0f5LprdJfexrkZfr7XYHx6LobXQZ8SP6gvPpbZ4HXg/DvDyTLzIn13tt9MWd id7Twp/YOt6moitb2qaTJyWXhV9HPpR1eedKTvuzQu8t4Uf4EPkjL4Oee8L5 lD+nyhUxH/vYxu9GeD/CmhssF+TQyNeTR0NXomdYd2tVvPGHTP8zgO/1X5ne nZPbPz7THNrwCD5Wa/tm6Cng3Bn1vFz/z/GlTP9DAB14h7kglw+GL/b/Samu FQ== "]], PolygonBox[CompressedData[" 1:eJwllwlwldUVx7/3eO8l3xa2IlNBBTuCKCC4oLYjO2gFWSIFg0Q0aA10BCpC rFrrlEqBSNnUFrQsYlts3RhEwGqrYSrWsVUSGLsiCoQkNYIBEgVa+vv7n3ln 3jn3rN+9555zbs+KOaWzs0EQFGeCIMf/X6Ig4BeU5INgcxwEH4RBMAV8MtAC nYV+AtmdyGTA706DoLEQBMOgz0LfAbwN/xnW+sBbgc7nGG4DVoFHJUGwvygI BiH/JbJv4OzZwD6Ow29NgmALAdWgfz36w5EZDv4w+p3g75UPZG8HAmS3hva1 AeiFfB1rI8E7wv8t8rvhb4Pujf7r+HqMtRbwC4FXoPciPwp+V+S3wFuO/BLo OmAy9m5CZkK7IChFfh6yBeL/O/Hfj/xBZJ8GzgPvDmxH/1pgALJ1fMM14O+j 35VQz4W/DXp16NiWYr8D9vdhc3TBNnbAP1McBBXs30Dgf+BH4E+FXw3djK01 oW19HXgF+Vr4I+BPgP4P9DPQuYK/Qd9yqthnJZtnwf+AjV9DT0P+FPL/1Bkg Wwl8ju6foG+CNxY4Av8t5J8LvOcZ+Amwjm+bBV0CXo7MCOiboT8DPwpMAn+X PeiNrTvR/yH7tw7oAu+d0LGOB5qgy9iD/cj+CHoq+ESggL15xFMKPh4fbdD1 QBG2WlmrBp8Avw38Y/iTwBux8UjsPdJelbPWBK8HMjcS/xronuCP4/9r+OoM vID8C6wNLvIZ34t8U+SzPoGPzuCNiW1NAxrA1yN/GfJj4G+CvzJ2biunlFuD kPkmtvbAb8HXydC50ALcinxt6L2/FfgS+Y+QLy14DxZA9wq9l9pD7aVyRLlS Bb0K3gnk34K+BzgJvgHIgC8GlsGfj3ybvhV/18eOUbHqjIfAmwYcxtdC7JWD zwGOwvsYmW9j6zQ5cjDwHdddTxOfdSd0+obOSeXmWiCA3p/4LOZBj4FeEbp2 pMBv8P9X/HcIvOcvQv889F07B3gZ+gD6Nxcc00OxY1AsG+GPAc+X+Nt154rA RyPzKrKdsZnD1mno8rxtyNb02Lk3Ehu3gR/D/wzdR+By5M9AHyTWMs7ov+BD 0Vmd99oQ8AHas5zvrO7ur0Lb6s/aO/B2sPayzhf57eBbgZ45xzRK8QM7wR9F vxO6WWxW5J2jX+VqZN89kPkB9EXQCfQg6DLow0BZwXe+Hvz38HfA/xB/r4Ff if3NyL5PTFeADwe2Qh+GHgaej4zrzoxF/wRrt+SdY8q1A/DHI98P2AU+M/be KIZK8L7A+pzPTGfXzDfUYGsX8J3UZ6azq8bek/CeRCaLfDf4H0H/GfrqnGPq AL0FnRGc3YfoPID/xawNhdcH+u3YNVO1cwX2noLXjTPuV+yeod6hGBWrvrkY /qesXYevnwDN4JcAv8y5Z6l3HcTfLL5lLD4PpWpk7FuRe5J605TQe9+PtXXw ryKmZfj/AHuXg2/Expvo16C6AXxnalv9gaHQ3w3dO1aqh+D7X/IHrxL6JPy5 8C/K+Zv17WeB7eCXYv+A7g/0Nuga4pkO/T107oSuAPbAuwO6Cv8jsfEedAP0 ZH0fMT6Lvx9Dr87Zx07w+5A5WfCdbx+5R6tX68z3YH8p31QP/jtsPhA5ZsWu nL1L/qH35dxj1Wu7x77L/2Dt3tg1UrWyC/CEem3s2iKdTbKF/c/yrrF7sH8u MqvBX4M/JnYPUS8Zp/MOXfNU+3Rn60L3cPVy3ZF90KP4njcLrnGqdaq5qr2q ucMizwCaBbRHt0euMao17YGV6LdGPgvtkfaqFoh1X6HvRnZgaFw1QbXhKdU8 dM8AT4MvkI2Me0w7YrkAnZ8hO0X5jPwcZN5Ftp6YrlXtAI5kfQce1/1NfVaN +FyCfCFy77oG/jj4Dya+C/vU88Gr4bchu0ZnqlkpdC5qhrgC/i/U/5D/AlgD XpXatmK6P/UMoFmgG7AW3eXINOd9JivAGyPHrpp0A7KLWTuUd048FNmnfCvH UujjoXvXEOirkZ0XuXe3Em8JeEXo3rMLuCF1DVYtVk1cqvkqdK5rz7X3qoGq haphy2QLAP3qjq0HPwW/U9YzoWbDStYWtvOd2Iv9l2LnnmY0zWo6I52V9uwx ZEvQaUK2FHoi9AL4tXnXONW6AdBLNQuqR4CHiWv5Wnz+Dd9h6tlVexyl3mPt tXribOjzkHk9cI/dCO++xLV6Iv7Gqbfh/1iRY54VuSarNsvnQM0CwKq8a55q X6/EvVc19tLYM6RmSeX8SJ0tsBB7XbBxGl5f5H+ad0+6DPkJkXuPvlnffiRy LJ8oX3U+kWeXZvjt4V+H/ksZ97jB4DNVMwLHrNhV01Tb1HPUe5bjo3+xa7Bq 8T3E8O+M17pDP6j+kncOKZdmhe5NWluiuxy6tqnmqfZ9Ar074xqsWlwTO7dU wzfq7CPPRn1hR5oXgfeQfwP5DPJd4X8Bfyb8jurFse9SA2sjwHuErtWaeTcl 7kHqRaqxqrWqeap9rdCdS7wn2hv1iBnwrkr9NligHofuIOiqrGvAfNlGZnDW M7Bm4Vcj26oGPkW2XjN2xjEfVn9J/XZQz5wEPjV2r5KNMvCLY/dS6fTWLBP7 7uoNoLdAS+JZXGdWjr026LkFv4n0NqpL3SuUk7XgNYljV8y7Es/Umq315tHb J9bMkfXMrtldNUu1Szn5Ld1vbBwvuAbGke+47rp6inpLZepc1BtvZuocU64d g54L/Y3Us7V8XJj6zHR2muEPhT5Tne0jrDXAfy52rdYbTW+1xti9QW8YvWU0 Y2rW1Ez+PPJJ6Lei7oTuRl3k3qgcVi7vjj1L6A2it8ijse+2ZvBFsXNGubMI /Sb0z4f+I/Qy6ObUa+L1QCfCXi7yt6mGqpZ2TD3r6I2qt+r5rD2sWUbvLWzd mHhW1cyj2Uc2ZVtvnrugv596NlePKI68B9oL1bxWza+J3zq6Y7M1myR+C2mm 6RN7RtGsop4zO7FP+dYbrQH+banfPvuxMR384tRvYX1jb/D5iWujamIV+KLQ 37oZemLiGq5arhybAW906re3ZhrNNspx5bp6+jbNqpF1lTPKnXNSz256U+pt qRqrWquZ6srEPU69Tnt2AfjR0LGqpqm2hZHvsu74dPD/A0kCOoc= "]]}]}, {RGBColor[0.9240449950003824, 0.9008252663044205, 0.8417176748881761], EdgeForm[None], GraphicsGroupBox[{PolygonBox[CompressedData[" 1:eJw1mwe0VsXVhr97v3ZPQ0QEozGxgigaf8FeEQsGJWKJXbGhSItSxIYFxS4W xJqEIhq7CJZEg9gomigglmABFBUQpCmKjf99eLdr3bNmvjkzc2b27Nn73eVu eUb/o/o1lkql+6qlUlnl/IZS6aZaqTRPZT89ffSsVfvoeqnURvXvVC81K5We 0KBPk1LpBg06X08LPa3i/e16Ruj3tyoH6TlX7Z31rFF9puZOVP9J9UbN8b9o 76t67wbPwbiNVU6OPtSvVn2V5lypZ6Ge7xo8j5ZVur7QOFVuKDwv7WNU3qh+ A/VspOeUtFTK1GcLrX2X+A7rpH9r1aHB6LLrjN3u1zXq+blSKq1QZa3aTlOf 3VT+rPbhqvfUs4GeU9XnIJVVPZdrj+NEz3fVL9X3PtDYH0SrS2se21HPaL2f r/bWse/zgnbQ4wM9U1R/QP1nqv52g/e8TH1Xqb2Hyp0avb5btKddVP9Efeap /42ad2iD6fPfWOczsXbm+o36PKS1rmO/otfOGj9GZbvo+6qeouL9v6b6DM13 sn530vf7qtxH5d562jaYVi+XTFNoe7XmOVRPf31jTa61qN5a7Tep/Jq1N3j9 v2ieSY1e392Z1/el6PNQzXXWebjGPKv6IrW3bSqVBmsdD+t3g741UeVZicdT Z81TVL4ET6ptteY/uux62uh5ZsNXWlMffeMblddqzuF6Zmt9XVQ+zjwN7vtc 9F+S+Ax7qXxJ44qy+zUrm/+/13cfUflYjG1XuP109V+n+qOq91D98Zrr/1L/ SeLDBdyxzHwNr8Pbx6m9i9byjMat1PoeVP8PE9/Fpkbfx1V6v1JPS32/j/b4 ELyoJxFNFqrfWRo7W8+Z6vOOyhl6TlD9DZWv6TlW9ddVfqExn5d9R1trXCs9 ++gbb2rO1dxJPdvqeyvj/rLn1xq8x1O1ziM0zwua5xj1/1bvPobG+v1HtT+n coz29pbenamypeZerrPbGn7R936nvis05xFqP1zPQnhTz1d6vkYOqW1P9T9W vydqrov0+5fcvAa/czfhnYnBP/+Xm5876FuT1fZi3IUXVA6BhqrXNM8Vmqei cnXcL2j+itb7ct1jXlI5Wc+uWuPNNdMdWfjvmA8eK+sbx+n90aJBm4rngqe3 Vn1uzMvzv5h/nfp/oXeXqfxez6eqX6RyocrpmncbPV1Uf0/l4XqWc6YqN4FG qn+mcns9z6hebvQ31oSMQD7wrblRXx7rFDlKi9T/Tc4w7gT7gH8OED/tp329 rU63ax1r1O/WzHK9b8ifK3UXrtAzpe5nZszZJ/rwre/iN/JzbdRpR6YiW7kX O+o77aE5+6z4LrKGWVXfydkhb/4btIW34LGeqrfROZ3GGWu9w7SWq/RMrfvu 9tbzpN4d1hT3Fv4ofA/nqX8//V6meWY0uO3VmLN1btp+pD6D1WeQnpV6d6H2 /6DO9EKd6VVqO1bPKq3xDM05X/UesZZWsa9rgoe5G23iPNj73NCT1O/UunaM Ptdr3gu19s81T68G33nGjClb31yg39NFn4PVv62eR7TOk1RO0DqvUXtnPfeq 3zkqt1S5BWNCpy2Je4oMQVdO0rpv1XMW+k7v2sdde1ZtD+rpX7asejTo8hut 7Rft8WKtrbvm/73ez9W7c1Q2L1tvXdToM9w99O3PcQf55qqQXSfWrd8P1HOK 1t0LGmofXVXvrvonqvfkW5pnc5XHq72H2peq/WN9d6rat4ZeOosP9XuAyl1F w45N1pl9AovAb9fq/diy6ddP8wzU+x81z6LMd/4rte2t37dpv3vmphd0Q7b8 RF89HzVY7n+vuXZuNF/3Cf6/QuM6qq2OvNacU9TnSJUTkS+qd1N5tfrsofcJ sl+/X1T74Sr/ovIQfetg5Ku+3VnlAdrv+/rme3o6lM2bL2vcdJXlZq6frzXf W7HOrgddV4UMuTPzOu/I3LY62rcXbdo1md+T0Peczbfq+1jZ/dqrPlLzZ2AF Tfxj3fp/d43brck4hfu9Nu54rvVsqrE7aM37aE076P0UvdihYr3Ivd2jybgE nXRX5rFD1HeI2p4GJzX4jrJP9viG5puh5xvVf6+5LhPtNs/9HfrsAV8FvoD/ 26l+c9D/wIr1ADJwP9V3D5l2t+qVirFgQ8U6BJm5a8W6CEyFLlpdNT7jHnJn 0WXow3LFuHDPiu8J79CNP1SNZR/XvjqobaT2dWvoScaCMetV35NR2sM3qt+V W+7uEjjkLtFnVJPvxIqqdR/38IpG89rr6lMHE+p9VeVD+tYf1H6rvrVPxXXu wotRp/+smnEzmG/fiteG7jhEc3Qs+35ur/bbgieRRegL5FHHqrEE+uXrzLLm FJXddMYz9W4gd0XztC9bBs3OPGamyreD/vOR8bmxYN/cd4KzeLNk/Ngq+H58 5u88qr1sm/j9mer/pL61ufo8kfoePKAxA9GTqo9XfYjq12nuKXre1pj+ahvH ozn/ojH3wz+SUUs1x6vqcyX8XrjPGvCGyrF6lja65Dd4+qpG31PWMSnzmu/R uq5s9B2frvbuOqsjm4ydJwdtaX8xteyblhgLg7nBH4OajLk4b2Q59smvOpk6 d3O6vj+tbhw5UfvfTHNPUjmmYpz6k/r+VW2NNfPf5SFnkbHw4ikht8fUbBed Fk/f0EP7a647RYcDcuPr1qEbnlL/v5fdDzk3JOb8MnP99cT4lLnQZXXtcbzm +ZPmWaV3t6i+m+rjNLZa856H1K3HsVtur/gcp4ceArMNxhzUmF4am6tsXjG/ zS1ZD3SJ3/cV1q2fqs8H+tY56p+ovkHogEFa48dqH6T23+Tm/SuC/x/JXH9H 7Wsz8/nsxHiKOvyzYW5cdYne36yyh54XAq+D28EWKwvXO/D9zLp1tmjwMTpB zx561y63fG+7XiBafs5R/41y46rLA9PRfkmD+eXK4JlEtGrS85jef5X5XGdr 3ITMfeao/mXZegpcul3F+BK5gQwBh/LZS6rGZvwGN4HhwE5za74zu5eNiabE +0vVv1vw1ta5ddiWuXUjmJhv8B7sylxv1/wN3n0Y8pb7+HzmO/Nu7rtyVdyd VZn7zBQdJtcsc8FS8OCQsvEr32A+9rFJblvtVPit7jr9hwSvw5MTNO7ssJ0X a55FVWMOzqxz2NG07VIxDuma22Y+DHmiOY8NfHwxmFp9e9Nf5zsHPQUOFH36 6rlAfRcXtmlytY/IPa6ic/9Ue5kBD+j3iLptaXA0tv7yOIuHq7a3aEOvL1Z5 rtr3rhh/UR8TsmeY6rNDH32u+pLC/TdMbLuvt4HBzPru93oWlK0/V8S37qgb e2GDsZ9PGo3HntScHfV8pPoycBP2teqdKu6zn8a+FXppHjZ77vobKnvo+afe napyEvI0fDUb6lvN9UzSHKnO92m1DRVNxmit26j/K2q7tW66gNtuSm2n3a95 7oj7z90fWHjvzVLLgy0Ca0EbMCr0Aa8ylvYOOpNdmowXHqva74QNCdY4S2vZ RH03rrlEBlK2jjqysXXo4mdUDggcDP04I86sa8XYAlwxOnQB5wI2QoaBXReV fQ+RY69q3Zuqbb7Kofp9RcW64zz9vhocLB3dK+rvqGzIjateTn3fuFfcqT9k trna56Yl5/ie5t0ysQz7VO9bZMbIB6Ifq54HbLZx5u+ehW1dGG+9pHpH9dtE 9UdSy/jLKt7zHqHv0fU/ZK5PTq3TwE9gpxsrtlHBjA/XPCf4bXXmPv9OLavA R1tpfRtmnr95Zv47J/D/J8GL8BhYA/uY+/tg+B6mlmxLgf3mqP2o1H0mqOym 9c9X+xDNOTgz/p2XW5ZQR+asqpk/4BdkKToYbIN8wI6ZrfmriXXnTprjWo0f D++lps3wkCNt9e4+/FYqu2pfS6qWK80qfs88J6We89vE+pv14/fCj9Ij6jz4 +OCXizXPRXW/O75iOnAfN6vYt8hZgH0urfheNWS2Lfok5tPfVsyrd1U8hv6t M7fvnZj/0Kfw6p6J+zyuNV5fsc2MzJ8jfrhS9XPVfnZiX+BWmuO6iv0O+ABa Zb6jfdRnamrdOws/Q2pMPD01vsaPd636b5YYc7fW3D+L/n+sWB8tye3HXBZ4 rWusDXlMOzK5lpmmY1PLavQsvNFCc36v34fp/R6qb4odoj5Vzh68rnJUxe3Q 6pnU61+qNWyQmYbNMtP54qA1Ph50JPqxfWLZVuT2M+JvvEZlPfM9207vr9K7 eTrz4bnlPrpjh5LPlzVwjvA9/L+hxv4r/DgvqHwuNc2fT+3HBcdAR+459/QV 6B8yYpnG7l+4z7jU32YNp+W+t9y1KakxMfyxqOT7yT1tVViWcKbYJeA27jay sXXwyNch3y6IOjwIDoMvmxLLK+TWBbnl/uOFfXj4wd4q2fdwddg93VP7Qps1 s82OLYMO4js3hvyEZvgEsXWuDhpCS/yI2Ej4PGYVLnsjL0Xz4fC0yh6pZRqy 7Xm1PVexvGXegSH/uX/DQ9fjf8KXgQ6pRIkeAW9gV2DfXRnfZP2faC1zq+Fr 13qOqTvmwH7Y15Gp+emG0Gvn6P3xde8NHrooZNd7Kt8t25fyEb6QirHLt6p/ FThmbWof9w8q38hsE72f+7w599+J9vdkjgfcq/Jo6bGjmowjNmjmb52hsecj Z0STLontFuyXwxL72sB1mzWzXuGM0C0X6t0Pah+FDCu7P77ibRLjyjNyr/++ aL849f2/IbcPlT2BN4gjsE70FzLm1tCV+PNfqNiOwY8G3fC/XZjbHzdI5Qn6 9lT1OVHlSXqmqX6yyieqxj3wMOUhUd87dZzhGK3x4bLfcdZggeeDByZUfZe4 R4ty1xer3CMzRt5T5cDEfrhqYdnAOXKeB+jdBP3eIDFOwS4/sWRbt2PooNNS +7SS1Nimf6ytVcgY6vtljrN0yY1bJwQ+uz5zLOOz3H5z/OdnF45t7BP64uDM fo6Jmr9rZj/sponxxUll+y+wU7DVsdl/zu1b/Cm3DYYtxpl0zoyzDsos85gH G/3QuDOD9N1LM+P6+RrbJTNWXJzavqEdG2d06rMcw74T+3Ub1be56keA+1L7 vZD1yPkd6vZRwNv457ib3NXzcvfZX/3nRHznAP1+tOr9s3cwDfYC38DWwTbC 3rkic32B5igSY9N91VZRfQ38kdnew+7DF7AiNW/+X2LMuzDuO/GHhSGLTq/Y ZkOf4Lu6LvQaeHJB9J+RhJ5KrWduDGwDnfhNHX8B/kF8g7nKERXHsNCX6M2e mmOLzPLo5NT3A7mHTGTt14fOZW2rYn2fR596g9s+j/qIqLN+/Knvxt2kfC/q vZtc535OD128f/AU3+Nb96WWef/M7M9CJrLf/6b2B22v9hsTY/2ZrDk1ZvxF 7Tekngfav5XaN9Sevab2l+2cWSb9EjLw76np8jeVs1L7125DV2am22+x84K+ 6PNbUmPJFZn3hT+aveAnAj/gr7snNe8/qj796tYLyKneufuANdAD+NyQDyNS 49bv1P8avdtL7f9JbR9yP/Hj3ZsaAz6tPhs1Mz8g87BPwNZNQatVcRZ9mkzr Pvr+wbkxa2PquDM++mHhk8dXjp+cNd4f8nSrwjGnrVU+rfX8TfVtC9+Xc2Ps jMx7fiixr5g5p5QckyIO2ojObbB8pQ62bBdxDdp4Bx8iM/D3Ijfa6jttavZL NGmtK1U/v7ANhOwGPyKz8cGs9z+Vrf/bhb+fvaz3STZYxuC7Rt4MDZmD3TM6 /GD4qXrF3v+nPZxLDAa7MLV/9iqVz6r9H1rDjoX9tdhI4FPOZ2XQ+cto/6rB d2Nl3E18ul9GO2Oogydf1ZwTNeeuhe8u/iPeD1L7JHxKhWVS56Bz28I+r+2C /qwZ31qbOAvqkzT2QWJL6nNg4bhsZ+bJbBfdn3hc59jvU5ntorvUfkBh/0Un lUsy+9ymJ7YnsFnQK0NSY8aWie0J/PL45MG5nQLrDqwbJyArF+augx2+Te3n /kjzX5f4fuyVG8uAo7Bf8QfsHXcBvUnMAN2J7EaG/zHsazAStvToxLHZ0wtj TTDn3wvLtiLk2/ywYQeDB8uWo6wTPQZWR57j8+C+40s/JPdekCv4v/CD3ZT4 blNHXmPfEWPGRuqee83DE8tq5scWQL/0D92B7btf4Dd8FUdW7HP5NHV9gcqe FceM8dGfV7MPZ7Lo9Wbu+NNn+OJS25RbJb7HtGNzLU8dW7ggcQwJewe7p2Vq X8jT4PHUfpbfE4spPH9ZbU9klo3ISOKu1JEvz2ReM/Ly59R7+UnlPzLLXmQw 2AG5TUyhCB/Htpn9EmfFPcUWgs49c8ey9gk8gB2F3fRlbvtmVOCSrVPT8evU MS7igGNCnlB/ueSYN7HvdXm8j/Z1FdvC+JCJ92Eng6t3yLy3Nrn7jo3+42Is ccanU/P6IJWH1V2H57HROWvOnLgcPAlvLqjYbvo1z+ChkD/YbOCYZ1PTAprc qHrvxPYvdvB1uXX5JallyN0hR4hL0Y5+J2bF/SIGTJwQHcR6+4fvnzXPqfke cgehHTgPXPdI2P9boiNS241LUvswsLexb4h70h+7YMfgv9Wp32FfYVvh50Cn 4Hu8INo3Cp35VtyjctCDO/tCtGMTw6/w53mF5eKMkIHgC86Fe9cuM09skfv9 G9GH2B2/sa9nhKyl/nnqO/JFat6Fh79MLT+nh1y9KuT2GpX9cmO9v2kNwzgL 9bs6s44hDkccvFa1fUE8bvOIwV2SG2uCLX8M3wyxGXwyYDswXmNufw3vvsG3 oXo39fkwN8YF6zYUtkHI58Dm4Tvfx7ewSYmtIL+2Q67XnQeCnU2ODr7rWzTv N+C/zPkY2EfkxxArYx58ZxMK0+wvif2/+IH7F851WhX5TvixiPfhy2pb93rA +ZTdYm34opeHzMHXck7YiejDZfrdptF4DSwBNmBuYhbMT4wC+nCW/9G3T9bY 01PHr/DJr8/pqHsv3M3rc8diz9OamyL2MTRx7gi4+onCdiD7HZHZj9ip7nfE Yf5cc5yrb934BmyDr4I5uUPr8U6s80NyC/R+rsqn6vaPkz9yb2Ga75U61rc8 8BU2AbIbuX1Pbtl2d+7459qq7axxUSf/Cdvrh2hHRjIWm+L+wrTBFnyi5pwM 8jHwEePvvQ95iJ8zvkUclHgovlx8M/j30bX46ZZE/dzMPvReYNHc7Tfl7rs4 +rSJnCLyOpBbC0JG4RNaHHEEckNYD7kUWWr/4gCt93jN+7r6/yH3eb4fZ4pd CN/AM8RtV8b8q4PH4CtiUytCh3LenDsyt33YWeyRtrnRztwfxPwnFq6fUDiv hhwbbBLGfRs22nG5beYrC8doidVOU/lUYd54UuXI3Gu7IzdmXBHx5d3j29iJ 62kc6yfPjPt0W2a6QEf8utjaPcOXAm8dHnfktMLxsFML+53wgdZKzo0ipojd PS/uNb6m0xLn2ZCDw74/jL0PCd8pY8GuF4X/iljikGgfUHecBl8dZwomRj6A ifnN+tlLm2jn/XZRP6Xwt04uHEtcov00AwfEPMyBLKSdezQ599h/515795BL u+SWI7vmzlvsFzJzZsTB52SOaxLfzMLfAr3AStjLxJjW48Ca/UH4gn7bzPG1 vonzoHaqOeeT+BjtxPWgBXQgJrGl9nCv+mxReL5+MSf0AWtSX651vAPva84v IreEHJOi5rXhG+Xukyc5OWwiZAfyAR8Va8OfRVu/aP9U3xuk+oLC+m5w3bpt YeH6Z4VzDA6NPINXC/vfXincdli0zytcPz613Lol5OmRifmxRe6YIvHEZzPn 5eCn6J/bv0EcF5uQ+Chx0ifDx0BMFp8DdxK6g0tPqlv24uPEN8eempo5zkps cXHmOC1jwaSUH0cd+dA1ZASxZGLKD6v/+SFvWTP34ZjwN+H3INaLvY2ewK84 MHgYuuCLwl5H9oLZwf3g/0MK893S4L3hmevXZMYS0Bw8gQ3au25fwfTC808r HB/CT9M7M50PiftCbslJsfejEtOmZe428k0YA2+iG37NGetUs48Ze4g+2EQP 1k0X6DQrd59Omu+Cqu8Ma4Zf4Gnoe2PuGOntqf2HxJ7R3f0K6w50CHHJr2vG y4sT5wuRw9u3cHsflXcmjvGQX0OMllhti9RxYWQL2Kar+k0jJlE4J5h84MNU b0htD2Dfn5nar4HPldyY2TXjwzVxh79T+XniPNEvVP65cO7MCNWPLdx/WWLf W1K1Dfqq1tRG9XFqf63iOngAfPrLrxi1yTmByI0HMvumFqX28yI7v8P/ltgn SF4PsYu3ao6Nd4l7VAsevityhMAyS4NueyW2s4dp/dun9jOSk0VeNDSBFn8q rJPJTSaOyljsRnJyl0VcuFfkLX+fOzdsZtBnbWLZT046MThi//h3jiq8zu6F 51sW6yF/gFwB5NbUzPYsdi30mxNzgnfWBeZ5X3320n6eUp8uheXoGaq/k9kX +FjiXFju1NDMPgR8gthsxI/xHQ9QeW/ieAA5Oz0iD/OvhcczD3lGQ/T7B7Vf WDhPie+il8k5IN/gk8R5l8TaOSdyCtnvQJUbxLeIXZPfRL7x/JL7/hDrIU8X uXSxyoMK55x+ljh3nDzUgwuvfW30XxB7wR8yLjNfjVW5LnHc/pzCMfl6yGr4 kXMhp2g6MVy1j0+cj0AdXdYLOaI+5xbOKSd3h/+9AL8QP0Yu4U8C34O3yTPA v9Aa31fi/KNuhXOjiQ11DN8seg2f/PzEvkty1cFGYKScWGHmeO6BmW0iYrRr w65nPR/F2mcFD5DTA74F5yKrZwfO3CWxzMYHjPyYEToanQUdyBFHxqAzZ8c5 0MZZkDdOHgBY8dHcOI7cWPxzLQMDsCdsjHWBE1pGf/IcyXck3k0uw2uB7X9M 7JMgH2TTmvuQD8nDGHwo5HcNbrIPIk1NT/I4iI1Ad/LTajXHR5h3Tcgxck+w kQfF2DML7wnZ2TZyinZQeWvkn5CHwnfof0vgaeJQ5NLsm9p3Q4wCG65PYBLw O34T9Dt561dGnvalafjNc+NK2sF8/H8D4+GNkXXnl5DjT04HuR2skzWMiDqx oB+DbmAkaAvGe7LqcdBuZeSEkGvRNjEmAZvwm32Q/3NL7r1kSdgvdctH5msd 57Vl5CltmztHFjzzz8J2LPbscRr7NbIezJw4J458ObDumNz1zdXeverz4CzI AVkZa8OHwVjiVZ0ipksMamHiuDL/RwLumxd7hB/hS+7m+lw0zha5ldgmbq6x OybmzZNzyyTGYv9cHpijkjv/DNvgZ+zaxDwAL5DziL3BvL3iW/A6fMT64Sv4 GV6ED4+qmudoJ39w06AbPEudM7q97txN7AR81tyNoSqfr3kM/TkTeAyf9KbB 67T/I84CXYYMfDvsmnG5c/+2SHzO0BNfG35o2pFb5GlOi7XxflX0Yb5NYn7G Dg7e5t5zx+GVCbn7PBUxevAu9wdfVlp3/jr4d0DgXmKV71QdryTPhLxl4oXk 0+AbGKnysprzxckVJ68bvofn/xO+p/Myx8nfrtqXOCB3/Qj8qYV9DXckzvXE J4xvmP8X2T1ypO9L7FvGx8z3d481kEvyQdV+njapcwvJMSQ/mjzpaWq/OLfv Ah/GY4X5i1wG7iXrRK/gA2T9+LuuyR2X6pc6nxCa4N8D54H3jk78vwr46j4h 9yC1XZdk9mVxx8lFwP+DLYNPiTvN3YavyBsHI4FTh+aOrV+mslVuHLxx7v99 Yf3EqYi706dnnMOsOAt8kh1jzdCdOj5M/Nzktq7Pa43zIi/oImwAjT1G632v 6rgj9jJxDGIzxPqJ85KXhr+O+CQ2ApiD8700bCjiBpdFnRjjyJCZ0I921lPG L4EuTnwW42vOc+d/vsi7/lWXU9aa2U/You7/kXgw+nN232b24xLjYu6hMT9n kgSvMoY1Twpbs2fobviH/b8b+xsV/xMyVu8fr5om0Aaept6Ue+z7WteHVcfd FwW+wq+ELidOC92Qj5TvRp2caGwucDs2zIjArvhwLo/5U/JOVE8K+9+pg91Z N3Q/MXwd/A8M/g7sn+ZxFuBm7v1Y/IW551+d+B6wT+7CrMSYklxR8uKwEcCE +LA7RL7fnk3+3ypoSx0eg9eID6Bj0C/EQtg7epf7hD2PLY/8xjdC3KEp6M+9 mJrYfiDHeRdwmvpPCVyDL4r/cyHXgDFblWxv4avC5uIckTvMsyyzLlma+f3j 0Qe+WM8fZf+PB7H+I4g7FI6NE4c/QTSZiC5LjX2og3+439fGHe8VvrBzc8ez iM0NK/lMp8ZdgEZgevB8z9gna1sa7WB7/MqsGdlDrIycb3IN4Otr4/8ZodPT QatjCuO04wrHAvkuscLjc/fZJrUtiE2IfBmVOF5G3Ay/AfoFuQ1NoC04jJz+ N4lt5vaxPRHt5AN/FL4s6IcPDvoj758PvUA+dpfwyyGrRoa8wpdPrg/yhtz5 YfE/X+Sujgzcgny6IPicXI8P444QnydnCdsJvhsWvHdz8Nyv8mzPkMlnJsZT 2ChnZ9Z9PTP7AM6P+cHqb4W+4J7Db/ARMTR8NejMdxP7CEjeJc4An7CumxPj lNG5c3fI4dkqtx8Ef0j3xGu7Je7CRoXrdwftwUWMGRn7hz7k71I/JbetzP8y YS/DFx2CN36JdmIwlD9Hn/V4RXMcmpuO0J0cz5P0+znNeWLuPGfqYKj1Mjju Pv7e94I/O6AbVF+ZOGZBDAM9Qv4uebzYBadm1venZf5fKfI5/5T5f3jxv4Nd kWWc8eyIg2wf8xyUe57OKh9MHHMn9s44xmPXYZcgM4kFIlORrfg00MOPhi4G T3GXwSfgNvDbEZrvp8xxP/ILBkUsjHxSfHDtQ6e0CB2EXIf3jwq/Gd/lfnI3 ick8GXvppvEPgEFTy1vqyFLG3h53h7l3jPnxqY+LPtvktr/Jsxgf7XNCb0MX dDf4iH2BkZYmtvf4vzFigOT9I2vBSNwVfDItCvPWxoX5Avm7JrDfw4EbV8T6 sUMon4q94DuEztQHJKYxcVf+bxY5f6TKUmF5PzCw91FBZ2I1yJ7pIfOHxBkh u/BxQLfDc+u/ampehCdHZ8Yj8AD7xuZrWXd8lXMeHPOQU0Dc6oXggbFBK/gI /ch9v67w2GtVHp0b1++cu8/U4Ddy9+B1csY7Rh/6snfoAG3Qz+NjfrA1Zwkv ko/B/8aAhYnbEK/Cl1vOHfcmlweevCt0PTIZmoAvt8/t4yT/hVjKNTXzAvni +CaXJ54Lu05NpdsTj2se/g98T9gbeeGxWeEYChga3pgXfvhRmv+KwvY9ucD8 7yJ5ld0j7wg8RNwBPItNihx/J7Eflv+twdcIv+pv/VqmxHqwfa+Ls341t0/7 ldxYATsK3Yp9yl0ll2fH3P1XJJZXxA8+Ch/kqLizYHzWT0yH/Av6EF/AVuDe cXeY+6aYHwzHelg/Ni7rw86dGPcLf+x+uTHhvrn1wLTgDWKq/L8Bsmq3wKxj Yo+vxDz87yj89bvcGPCBkM875fa1kHsFBiQ+DQ5kvS/Fvuj/UODM/wcmMjQK "]], PolygonBox[CompressedData[" 1:eJwtmXn8zsUWxx+/37OY76LNlhZZQpZW3SIt0m0hRIpScbMTItmJrq1ESYuo GyqlRLZodytCXWWpxKVNbtaSpSh135/Xxx/n9Zwz58yZme/MnDnn81S6s3fL XkWZTOaPEplMlt/mcSbzLsxK+Kohk9kcZTKNkY/mM5ny8KuTTKZicSbTgraP 4Rulmcx76F7FyRzku+mzC1+rsXkD+yL8fYPcGrkYvgY0jb4b6LMX27/RfxF8 XWw+RK6C/tGsx1yFPBX5KPxh9E/CD8f+X9hXQR4GXwWahnwT41eEz2LTH/tv oeb0f4O2Roy9BnoTviNzGoFuOHIn+DHQE8hDoePoeyW0AL4p6z+e/lnW9CPy mfgvhn8M/XJ0v9H2OHxjbLqXsM8yyP2gzfD9aLseXRnGnJD3NygNfwvjtS/2 HHPYvoLN9fj+AlqD3BF5Ifwi6Af4X2kL8N9h/xv8QOawIYc9dBO+6tE2B11l 5rQc+RH6nIN9A9peQnchYy5k/CxtQ9B9C82BfxlqBz8I+hPbqVA17N+HquK7 Gvqx6OrQ/yX6N0CeLlvGuBvb9rS1QW6B/TKdBcY/E7my1oc8ATod3R/IveH/ i8/7mPto2nYj74Tuh/+RPq/ju5a+uc4CdE0hk7kWak3fIdAcvtdB9A/Qfyzy k/DDoBPoXxH5Np0V/N+l/cHfBfi7lLa56Bvi713m+iJt5dAH2o7H3wIogr+P /uP1bZEnwPeh/7+xbYt8s8aizwF812Y+XRKvSWv7B1QF/UHsO2L7CDYXox/M eH8y3n/Z7x7ohmHzALaHsHkQvir9pyDXh0breyLHjLcd+S/40fSPC55jDeyf wuYi9JehXxx7TppbBagmfALtRH8J+haMfwPyjej2I3fR2Qz+dtWgN9EtRx6I /VvQj/g7lz5r2LsX0Z8Hf5S2bfBV0f8B34n5bGM965APBN8p3a279M3wdxM2 H8J/BLWFv5y2howfkHvgb7ruP/7XIM+Ab4u/Tfi7CJuhyOchz0XuwZrfw/cC +lRAPgVaCD8ffxdi+4L2DH4c9Dn8K8znG+x3YHMV8h06U/DnQMuz/qZnw8/G vhxyOfyPZ6yK9HkLOYWmo6tF2wuMNQtahK4fbc/i7zXkC9B1Zo6fZr2GOugv RZ6n86w7Bt8UejvrmFAJ/Uv0L4t8LuNNp/9xtM1HLgGVh78EOhW+I7QP27nQ aVnHPMW+wJy7cJZK4f8+bE8PjlWak+Y2OHYsGMj5ugFd7dRz/4jxqyC3Qf5S c1eMUSyLvZeK6QvhK0Hl4TuhPwP+Ovo8DT+GtgrI/0v8LRUzt8O/QluVIq9x DnwfaCa6sch94XOlMpmNrPVcbB5VvKDtL3QHoInwrWPvxwroFvgh+ByW8xsx WDx9amQd87bB/4xNocgxdJ9iKW2zkI9Hvpy1vRE7FivmvKn56gzCd2fN+/G3 N/LdzDHHSvA16DMDXTv6VIM/E5sROY9RFf5k3bmsz5TO1jPYfIP9cOb3NPx+ 2jqj36JHEv7U2GtvgU0T5hYjD0ZuA52EfhLyt/Q9pD2FP4LNRvqejzwSvis2 I+FHMV53+G7YrEP+Affn677Gjg0FfNRHLsJmK/0b0nY18z0+duzTmdbZLhX7 7dKZ09kbqPsGPwv/A+Afjj2XIaz5VPbqtth3dRnyudh3iH03C8j/ZLyRtD2M nEDPRo4hiiVVoSXIFyCnxX7zr+T71I0dOyow/5LoakWOTU1oW438EfqV8NVZ wwr4CrQt1llXPIt8J3Q3FKOvwF8PvcGsfYliDHw7aBX8evxXx/ZJ+hTrLHHm VmH/KN/kZ+a+j/4l0U2BslnHWMXaych/Mp9BUAf4q2hbhO5W/K1GvgMfW+h7 MfoR6HZG3stNin+M1x/9YfQDGO8BdCcz3r2MVxP9M8gTYp/1Jchdsb8t8t0q RVseXYR912Pv6dPoTmAPfsFXaWx6Ih/CZkvWd+wg/GeR91pvqN7S4bHfhiF8 k5aKvbTdgFxXMRe+l978YseUctrryLnXAewPwi+L/LbOZg1Lgr+pvm1gTs/B L0791qLOFKOfGVu3FJtr4F+jrX7OMbATci3WMyrnnKQm/Dz09XLOwSrjq3vq 3FBntkTkb6RvJR9fKr9Arq18Cnlm8JnT2Sur70vfJ3Rn9O1oGxpsI1vFEMWS tdAm5lqXtnWxY6RiZU3klcjPIVfL+U3S2yQf8qU3fXfwHmgvZPMB+heC++qM 3aH3MPZb+zE25+g9Uw6l+K83GP4/2LfEvgW0B7mM3tecc4QndDZSf7vd2B/H WD9C37Ifu5BT+PWR734d5In0fRX7NfT9mjXNgf8NH5+zd4dpO5w4J1RuuAt5 InI/6DP48rSNon9v5EnIY+nTC34qdES5Id/zQ/ydjE1nfO+j7TF0u2PPXd/n ZsX/2LnPXvxdC78jMr9HMVfxjD5XYvs98iPKL/A5Iu85Nod/nLb9+GvMeK8j T048lu6k7qZyUuWmDyFfgBwHr0XfTN+uiPvwXsFvfEtsy2DTR9+WMccxn0H4 /CPvnOpk5eqRc1etSWvrjX469uVo6wW/PTh3Vk6r3PZe/K1Fvx5qTt/XI8ee cYrXjP039BN1FqAGqlfwMSzvmuRenY3YufQKfJ4F3wab6wrOUZWrfgPdA1+L +QyUf2zuL3LONpX+X6Lvgv4UfNRD/kI5BXIF5IuRtyD3RO7I9+yjfCB1rdSQ ttfglzG/Wqq9FHPhl9LWpOAc8Xbs56W2bYa/r3W3Yue+K5VTw19Bn8dzPkMN 4BvTVlzkGNxE8Zi2/tov5PHIkyLfp860lUSXJj6b3ZSTwH8ZrFP+PlJvPW2D mN/PzP8evd/QuGP3tY3uKnLfnPe0rPY/sS+9OR1j1ySqTQYpx2DsfcFnZTx0 PrY9g9+uTxnjRtY6MLgWXIz9lNg1i2oX1ZTV4c+GZmSdgygXqZy4ltWbXwW+ RuJaRTHsLPgS+OyP7334zMCfStvQnH3klH8lzpWVs1RUvMPnyCLXGI9rrrTt zHlPtDen6Uzj7xmoqs4S+k3ot0IjE9dAqoW0J5fr2yd+O3VGByS2ka1ytLqK j4lzga9pGwXfSvlvzjWgasGyjFFTZ4n5TMP+O2gufCnOS/XIZ15nXzVBC/jW wbFCPgYlriFVS6pGOwrfiLZpyHMUQxLnuMp11XYV8oOpY7UwgFXIt0JL0M2G WibGAIQFtIVe0fzwuVn+sW+n9w/amHPN1BZ+KDadi/2NhsM/lDpXr0TbZ9Il fksbIF+KfVfkFTnXfKr9Tomdu/aiT1/kw8rnC65hTtC3h5qyF9Vpq4f+N/TP F/zmHofuIPLMgmt41fLfJx6rJ/ptOn+Ja0vVNN21X5FrEcWAr1PnUMqldObr oH82da6qmqRh5BxCucSn6O9JHGMUa1QDj9G3Da5NZ0Pl0Wcjx1rltHfj63ba 3sD+Y+UEyoeQv8i4rb3WFtm33pC+yOVS115/x8cs5XPI83N+M0fAlw6OVTqz ExQPEmMdiqFN4PP4e165AdQUeSZ0Nr5yfMPn4N/RHdL3hN6Gfw0qD18Omgc/ JvFZVU4yGn4uVAZdaWFEqgeh2kW+IzPgqzLegpzn2Fr1tWJazjnOdzovzPks 3QX6PMHcr45dS5dE/rvyCc0PX3Wgfyeek+a2AHof+x703wPflP26IzLGJKxJ fT7Q+UL+VPhNSc4c78GvtPVGt4q2DujOCMfWDtXE14OM+VPWb3Az/P2kHLTg HHev6iHaZuaMITVELoe8g7nOpe3mxHdKd6uVcv7IGIvykYdpu0hvd+Sz1w+f gyLHbMXux9BfBv+7cgDm8g5tR2Sv+q9gjOqkxBiEsAhhQhfrLUjc91rkjfir nzgXV85wifaGtldznvP1esuD56L3dyz9b6BtVs45cyPkE7HfoLutNSS+87r7 wuieil1zqfbSnrZBdybywpxrnK6xc17lvooZbRPn4MrFdeaaJc5plNuozy2J z5TOljCo14XNsN4+9G/Fmj+A/4fwH/i20MfI76fW6Y3VWzs5NlannHJA8B5q L4UBCAuYkbpWvxqfexhrCm0T88bsTkx9pnS2hKF9gO4TaGneZ35+4ppbtbf6 nIT9W5GxFmFKwpb0BugtqKecEnmx7nvemIOwh2XI8/LGQISF6I7orgjjXIBu d2KsbbZyyMSYgbAD5QQNgjEKYRWqcaunPvM6+6rRqkXO+ZX7C1MRtjI/ODZr zPOxbwx9lPecNDdhcnrbhUFs1PlHPzXvHHCtcp/Ub6/6NNH3T40Nqma+MzWm K2x3nTBZ5BeDY1Ft5rMa33uCdWuhVuh3KIcvMia1Al2X1O/NTvTdVEsoP84b IxBWoBxAuYDuQK9gzFfYr+ZYCb5r6r6qj+5HP401H0b/C2190Q2AjuRd06m2 0x3SXdIYLVV/ssbRxa7RNwg7DcYO9KaeJSwhMnakGlm18rWJa4O99O+J/q7U vGKOYk/JUl67MLQAvzRyLS1MUNigci7lXqoptzDWhYlzH2FydZULRK7lVyBv 0d3D5rEi11Al0B9QjQ5/mern4Duru6uc9hfk1qm/tWL4zfAbYtdOwpzXx67R VasLg5oXGeMQ1qGaZ5tywWD5oPBT7R00qcg5xxH6bw1+u5RDKpf8DHlCkWP2 fvQlY2OterMKsXNU5arKsZRr3RobG1JNpdpKmKKwRWEYzYJzTJ3HXdA/4UfF 5pVTKrdclBgr1J3U3Rx3bP2qub9CHh+59tIZeAj+IdoaZY35CPsJkXMTxTjF ujmRc3P9J6D/BnRmdHaEscbIfVJjDXrDJgTHVMXWbrTdHlyT6+wJI0xV30XO /YVZC7tOaPuKvvuhsvBjgrFbvRFR5DOr/rL5PfjN0NuhHEq5VHPkF3KO2Yrd 5wVjR1pTl9h7pL3SHforOOYo9nQgxq1LHbMVu5WDKRe7MzI2IgxLWJYwKmFV ivGHgueouQrDOgz/U3BtLMyknf7PgDbmjTkKe7wN2pw3xius9/fYWK/OzHr6 tgjGLpWjKVdrGvxfiXIy5WaHFJ/he0Nbhc0w3+eK3fYrcrPUWIv+M9hB3+Wp a129CXobbgzGSvQm6m3Mc+fmFRmjLMAfiI2N6oyuVa6eGPvRnfpc+Ap97i0Y YxLWpJir2Ku271LPSXMbzvqKU+ecyj1Vw6mWuydy7a+cUrnlktS1sXJc5bpv pc5FDmFTWmdd+FSRMSFhQ3rz9farplRtqTdNb5swsfbCdlJjX/0UE1LntMpt hTFfETtHVK6oHEq51ORgbHYE9DK6p4NrBdWoS4UF4qNNwTWqatXtkXMTYZ51 ImMUwir0xn6SekyNrT4rFe+C/+tQDa9afqxyzIJzPuV+TwbnbqqZ5jPe7Nhz 0X9Uk4L/U9F/K8rpu8H/kBprE2byfHzsPz7816BtKnz9yLxy0Hex307b4IL/ U9N/a6qRVStrDuPQrQyuLfXG7Ir9H6D+C+yvGiH1fw7670EY+N3030Rbt8Ix DBF5SmJsYRTjRcqtU/OKiYqNudS1ozCRPHwMjc4bgxEWIwxHWI7aEsWSxLFC mPY+1RPBZ0mYg7CHAnR/3piKsJVfI2MDzfSfUuIcVbmqMOZFkWsk1UoN9abC V0tc++sO3o6vMxJjF7qjt6bO6ZXbK4YUlJtFzqWVA3cKxoSEDek/wBl6u7XH ed+hq/S2QY8UfGY7C6sMHltvkN6iVsHY+U20TdNZRe6Q93+G+u9weLBOa9Ra hTkKe9Qeai+3JsbWded19x9MjNXoP8ChqnUSv3WT9Z8u/PrUsU1v9lr4ysFv peaoucpGttrTzcjfp957YcLChqsFY8vK4ZXLdzyGhwvTFLap/7z137cwKGFR C1LfXWEeC1PnjModtca98JsT75VqTtWe7YP/q9J/rvrvtW8wViLM4aj6psZq VXNck/o/DP2XoRpDtUbF2FiccpaB6O8Mrk20JwexfTTyf3PCbITd/B9Yj0SD "]]}]}, {RGBColor[0.9345919096593106, 0.9043423813106799, 0.8369926665724107], EdgeForm[None], GraphicsGroupBox[{PolygonBox[CompressedData[" 1:eJxNm3nc12O6x3/P81u/29Ok4om0cs6k0UYhlLGMsWUnJlEpocgwJwohS0zW aTWlHFuYqIwlJsvIUCozwyAyCcM5rzHOzDFzxhbn8+5zdZw/7td9/+7v9b2/ 93Ktn+v+dRt1/nHnNZdKpS8rpVJZdVOjVGpWGaHOB9S3VnVX9edNaqvuqFLX 811EvFrP/isvlQ5T+5C0VJoqmiuaTDO/ViqN1/P2+r1Yz9uofXU8P7vZ401M TfNMUiq9k7n/V2p3jG+1VblIfcNUuqmvt8puKqvVf3K9VDpJpZOedVffR+p7 SmVOs7/BXBapLFRZo/5Uc/5u2ev5Un2vRv+WolQ6Wv1Hai63aL2TVH6t36+p vlX1ONH/oFoqfa7fbNRjWu/OWtujqqdozMkq+9Q8P+b5hMZ8U2s5k7bWcl3Z 7SY9/63G6KjfJ+l3B7WfjLVlFfc9zt5qTW31OxHd9irHqH+j+n+l7/1E7ZWq 54lmbt2/D6t4LPapX7Pn2KpvTVc9Jr5bbXgdKzXOAw3TMt/5Wtdlag9W+0iN 8VWzf++j35NV3yX6h7UvU9Reo7W8X3eb5ydpblmcRf+y53JWk7//WZPnsEr7 MrLZZzYm8xqXapyh+n1UnPH2ms8i9d+mcrPoh2msgWovVLmp2efHNyfHd/cT zfdVH6AyQu25queoLNB7/VTGqL2CvVd5Xe3TVfqofKhvPar1LlQZL7oRWstp KjeIbqD6+qsMVXsnzeffVc+CFzX+ENHO59uqZzebr45UOSLm3yvWyj7crOfz 1f43lYN1Tg9pT/fTurvU3G5mTzTOqaI7RfTL9P12wbvtYo70L1D/c02WnXlN XiM0c+CNWH9bjft7jXWdzqdP2TLwsWhOQ471u7lsPu2kcpi+10O/X2z2vOHJ cSqH6vf5Td7Xr/XuNP0e1eyzeVfPN6msKJtnNzV7H/eRvAzSmGtz828p9vnJ 3PzaU/Pp22T+Yj3XiTbX3mYqbTTn34nmWtE8q+fPxLrm6lld/e001vFa43Eq HeHnwvrhWfHMC3o+HB6DJ3PPc6nqF0S7SqXK3LX24aJrqJylc5yib48o+3zg yQw9pjEvUP/nevdC0Q/V86PKlkPWgfx2brhvnvpmira35re7SlPQHCma1ep/ qWY9srzus2Q9vQrz/KOac+ey936D6P+UeR/uVf0vqeXl16IZ3eSz5uw+j3Nn jZzns7E/F1bdHqb2TXp/kea9exZ712S9d2Xm+b6hMUeGXMBL72k+p+v3n3PL EjoRvXpn6MZ7SpbjO6PdMWjQjWsrlom31V5Xs1yxB3wfHbqd+rcrLK9zE8s5 bWRhYYy5Jsb/MtovaJ7/qvWsUv2Jxtlfe3Rgs/l/Xqz3VO3PYPUPVn1exW3o 5gYN6zqhbFlDRw3Svh2u3z9jHJ3doWrfovaM0B+sd1TN+4Ls/bfmPE8052v8 mxueD/J+puq5zbYhM0IH8f549Z9b9W94427VS9B16ptQtf7Cvs0PGzcuMV/c qDV+t2H+WByyhwwyn7srtp+tJc+ZMe7GJmq886vWQayLejH6RnN+AVkuLJ/w P3Z2WW65XZvYbmO/e4puSW4b/pDqOfqdVmxLts89/7dEvzGznXhdfaObPc5R YceeDF7/qOI5sLeXaF6Vqp/9NPOadtS7f8y8b69rzIGa85dxFl2r1uv3aZ7v V7zGW2J/54adxjZODzv1Vchcz5L1LPr2QbX3jXfoa65aZw9HTlK31+u7/fTd L+Lcp2s+P8fGam5ra5b3bfbgibDRtzUs09DdXbbuRm8fpXlOjd+fl80HnNfG is9/G09hm5AX5GFFjP1MxXp2APY1+ITxl8f+Pq55FprbFNHlqlOVS7D1qtur TFW7Hc/Lbk8u2xeAfoLaGzXOuWr/M7Wto43uZ76nViwPvfVsV/a/sJ07Rf3v lPz8KpUb1beDvjENf0a0tcw+z/DUfhA6Ed23ROWiiuUMPwj6XZpsD88Luf1M 70xS39Fa19ep7fApak8ve13YmBtUXxztP6XWhSdqHR+ofXwFx0x2quz2AdhT ncn3qj7f7sxPz36repjeOV003dQ+rWxdj57frW7bvD78jN6h54dl9vX+mlj/ 9Aob3Ro0tHvE+J1F+7fU69tX9Atz+0Mb1bcptZ57WPv5ftX8AW/8mXmIfr36 u6S2t+P0XqVsG8zvLZrb19hs0f89tc/yfY2/e6z5Q9W34bNU/LusefyEdzP7 QbTxs/BHOSP0JHLM3PDTNojuULVfZ++rbmPTsaV7VGxP8QH7VKyfXhNdN/SN 5nBF4nn1KaxLDqlYn1yj/i76vYvGflH0A9S3WfXi1LqzRf17JjC+bI7We39q u/ydzDr1ao0zJ87/hjj3F0OWkKPlou+i/mWq17H3ah+PX6Exa6rf0HxOLJsG eZzFvIL/9xZNRX2vF/Zh8XvRVa1xvsjjvRr3ZPXtLZrWxDazjeqfNSzzjYr9 BfyGj+GDxL5lj8w+d9uQl2Nir3uqfj7ze/OJERq2GfWKfWJ8017q3zGz73lY 4jW3ibNA/+Pf49ujC2sV60Nioi0RF92Yu91e755HEBay8FHVOhF9OCd1rLO5 iBim7LgMPVSteO1zU5/dW6Jp5H73VvXNhBdCn3zTbBuNrPQN3/iIkm0GMQIy gB+Pj0m8gD3AX19csl7DhjH/I8IPpr02fnO+52W2bf0y+xJDw08+U/swWqWH 9n2U6pEqneqOA48MmrXxPfhwdNgivot+Hlm2rkEnwR/opaq+MQodpzU+X7cv i+zPUN/E8A3wbSeGf4uPcXr4pZQzwpfA3zwjfL/DatZBW2U7bA7z6RPvco4T M8fGAzPzCTxCjIY/2DH8HHyfLNo7caYqg9hznU1X0T2u8zlR7w/Ru3fBMw3L KvzwdMTCK9W/QXOZrXdz/f5Q8/xT3bKPzsC/RG8Qu7PGtMmyBz0y9XbmMZ9K LJdzy36O7T077O/1ZfNcW5XpmttumtszmtuVZcsDOnZkk/eHPRvbZJ8Vf/UA 4qOa5f+4zHZ6YeKafcN2E6cSt8BTXao+a878iqjZW8bvFvuPn9s9fN0hdfuN 7CN2a0b4fL2iD54nLmA+6I5q1baTmGRsjINvzN7sE/zQr+E4Fn65pGEZgP+J TfvE+cJHuwUvEdsPZJ36vVe0txdtJ+1VX31vXeb3+sb+9NXzPjXr1o9q1suz VTZXbUOxpcTF5wdPXt4wX8GbCzWnO+qOebDtfcu275eJ5tKG40LWOjbW1T3a nMVJ8Yx+9nJkzGdLs/d+ZfD7yNjn5+IciTWGRExJ+22ta3/9Xp87VuUddO6D DWMH7Nkfgu8fQv+J/ku1d5IM7p0aQ+ikemjDso889AsdzXlhe1tjb7+oO+Yh pl0UtOiQebEfyObAkLW9MuvOAeFPttatg/cJO3BJ+KXr1f9KxI/I9fpot2o9 F4lmY2IfkH72oQe8rv7uuX032tgrfEbGgbZTbh8AX4BYjHGI9d5J7APjCz8V 54yMdxTdF/jL2ps3Nbf3Ndb9FdvYzTXrFfxm3v2jxmgN+rdVt234LDlHxoSH GBe+6lfz+PgXSc1xPvJyYcwHH3V8xCmfFY5ZjkqMOz1RdRz/SNk4CL5hm7rb yD4+Gb7ZQarPILZX/+mqj8utV05V/ZzGWVk19od9gwbdht/7q6r3r3NqXXeG 9uRdjb9U/XuU/M41Vcc8nxeOm45NHBNMiDiBeTNnbBrxwnkRWxF/nB8xWs/c 43w3d2wyMWKlLwrTHJ84tsH3vjozj7Of6Af89LURC4wqfBYjVa8qzCO355ZL 5BP532oH6rYFxBm0t/qlDfv3xA+MfXKMf0BhvYXfQazGOMj4BvWPE82bhW07 bfy+1YVtOradsUfEt16uGV8ghkQ3F3WfEXVLtMEysaXYj6UVP8NnOLph2duG TVBjg35T85yYz6pog1N8VfEz+sFh0T3gLh3q5j/4DV9sYt3+GP4Za32xsO04 pu45Ti3s+3bVWm5Xu4ydKqwL0AkLtLenqX22aJ4orFeQT3TL04XHWVm47/jo Zw/W1OwDrA9cCJmF9yt18/9RhWn+I7Gf+1TNcTjxMPHsL3P7i4z3a9X7FabZ t7BPdEbdtg4fc0zda2IPV8d3N4EXsXbN/UC1/6K+PTT2j1NjjjuJxzYkjvOI O9vEGS0MebujauzsXM3jJbWHpN7L96reT7AKYlfiVmwStglbtVn1i6JZWvI6 X6g6pthUcRxCDNIhsWxlnFvu58QiYFqHVe03Fg2PxTjU79V9Toy9OdpnNCyr fOc59R+isqRkW4e/ge2j/jDaX4Uvgh/yQcwZX5r6g8CIecY7g8MuvxO2+Rvt 0elqf50ZY3+3GjYxbDJ2AV0GngYWNLVhG8nvWbn9oLrOYXbutbMH6NaPYr2t on25aizl6tzjT1PdN7XMDM8s58h7pnFOTYyvdGyRPOnddVVjO/hQ+F7b4hzq y1R3q3uP2J97Cn9rYujy5YEBTg3MB1+ic4vpn06MUa6KNbL/L8X5onOej3PH P1kV+9lddVeVnvhiGmej2o0W+/7sIRgLdhwb2j7qL6K9IjG2Qi4C+8oz7Pt2 ev8fav9B+3Gp6k85L5Xpdfc/qbG3q3kc3uOcP4pzr+fGyKq5z5f8Ab7vn2tu c9bYA+wVsQ/1nOq3MSk4L37y7VW3iU+p50X/tYXbWxKPtyDGn1BYnn6o7/4g d3+z5v9AYnx1p8LyAQ/DE9fFurqV7IttiRicGPTEqjGclRXndchXbMLHIEbJ XWjfpDH/lpn+r6p/WPP+Y88/zIyJ9kqMOZ1atfx+lrn9T9WvqOwBnyTGUfeI 9f5e/QPU/l1mfsOWgC+/nLm+P7FPiW+5NrOPT5t1gqH3C3u6PnP7wcT5BdZI rE7cz/jgthTyGsyVWAKfnzzbyshl4ZfNbJjH4Gf4CvyOuBLeuCz28LHEGAG4 O7g2duPwwngWcdqzOos9C+c3BiTGa3kfjIgCf4FdgHeDe5PL4nwujfF/GWOC nT8a+bUdC8s58n55YuyXfA9+EXg2bfCmQxPbTPCYJxPHO28HtnxyzXjswXXn AsgNfJC7//3cuYEra8bwaoXb1cL+MLENeM3yxDgqeCrrgLfIiTwSmN7yyPOQ Z2H91DtH+4DEY4D9cH48w8eCnjPjvIgFuwQ9sRK5PWzMxQ3/po1vPiTmQ6xF G1meHvNhD18Fo6t5v7CN14Z/iP9FDgbeIf66tWb/eVXg8O+q7l84X7ssse4n 54Fv07HwvJEzdAI06JYWze1wtTuUjR2D376VGbdDTvCReE4szdlgl+dHbEse Bj2IDryqapnE3762alnCP+RcOBPyLOAiZwdO8nHo0EsT8zn8jUyBscH/7OP1 VfMxGAn7wb6AI2Pj2BP2Az8Wf5TYIQ0sDT0DjoJMEKfg36LL0F3gauhS2ju3 eI82k9erGxfCByMGIu4l5p0SPALPn1L1uPi0AxOfM7Iyoup4Br8X7LgU6yXm IPbAPm3R3k5S+8d676+RZyffTu4Kms9y46CTgreHJZYJsFjkZWTICH4sZ4Gt 2a5h+cHvJB81q27egHZU0IPz8fuUoCcmGRHx0PqIiWoN55XJxx5bt1+LH4iv Q3xMTL0meOI+/KWG+RX70j++i15a2vB+wm+jq47pZsWZdo04+qHIZVxXWH8g F8S0+Fltwh9+RM8OUXt5YcybNjjxiNSxzrmF8YQD6o7liKXwcfFvD4x+sFb2 En0xPPDXA6OfOKlN+HX4r/DkDHRJamzql4VxrZ3rxt9vKVyDx9+q/o512xWe g3sd22QepA0fXl9436Zprx4LvYe/A/4xJObMPGiDfeynet+6fZefFtYLYLGD op98GPWgoNlL9d6h2+8r3D4UzLvuOGJYk9fGnhJPYBfATOHxfep+nzFHRx88 f3jYC/yQgUHD+Hdp/D3UPkjj/1ztnmqfoHWdldtOz8n93V3Dt+lfNz25sLmF +wekxgx3CZo966bDX94nNTbyVm7fuX+8u6gw74JVkxPgu7Obv82lbc1J1e3D Ye8eBOtgXan3av9Y46ehV6eEP7Vd6D102vy69R4xw3dqxsjgRTAu9DQ+M5gR /A9etHfNfhH9e0X75dz9a8DPc4/TR/szqeFv/V+OP/Q8mNCC8OuIz+6Idrua 6bERYET0g0HfkztG6pm4b2H03xv5CWK1TwuvZWBqH5LxwZEGxfzx9+Bb8G6w Fu668AxsHXxov7BH+Fd9A5d4LNrI7G9yy9gLufV6vzgjsIE+QX9Jahz8i9R4 5oCa/Z2R8U3kgjiJ+AsZQ8f3Cbu5X2KsmrwNeU9wyxERcwyMfR6SBG6Xej+Z 88qwrew1Z4bMDYzzAv/uGTTop9mho56Kuw3cceA70PBtdCB7AebeL3Dv/qrf yIz5L0gdm5CzxCb2Thxz3pManyCXTL7zkMS5E/LSv8h9rgcVzjdgX1L1jW34 TsOIsIfgxdjEc1Sf3XDfqtS2tnfh5/STV+U7XeJOQ9doLwlcBN2OLXgm1vZs 7jXVQrdz/g9HzgM9jb5GdsACwQThh0sCGwR3JC/zQPTvkBub+n7h3MvSwEwm x7u8t7/Wvqe+8xJ+VHwLPckek8vmLPj2Q5GnJ59BXuM21Q/GXrFnLyfmv72Q 6cJ3dwYX1h9nRt5hTMP7iJ3FH2Q/0fMUnoF1T442NJwf59gxN+9Pibte5JvB g15R3SNxTuV7hdc0OdZOfhbMFrmjb0r0nxVzGB66lLmh39Cpo6MN/2NLsB/Y i1GRKyE27Rpnx9ly9uRa8XnHxVnDV92ChnOG/uiwM4yLTPWIb6HDW6OfbxE/ 4SfhI/1nYhxqaOEzY0wwjvaF72l1QMenjlFnq70oMb65e+FYn/w18T78fmXs 65So2Vv8nSnRJgdLbpcYkFwPMo+8Y/+/Dr/uQvJ0qr8BRymMuf1G9V6JsZsH ie9VcvVfo/6m1HHpOYWxEnLk5A7AyfBTwMqeL4w1Paf6lcL427rCvt514ftN Dl0Pb7SNPCT5QXJ80LDnpcL81FT4XKZHP3gSuNb1gS9R8z5zJD8K3SeF59Y9 8TNo8GfApbALfJv8Lj7oG6kxNbC1y1UvQOc37EuQT2K/nsht42Y2vvVPb4uz g5Z3uL/JfSD8wI9z02HroV0Wdh8Zx1+GH4gjloX8MlamsqjhO5XoTPzALsFX Cxv2JR4Omd2WK6WeFfx2S/Qxn0bM/+7E+eCdM/PqgujnG4wJdtOI9TL/kZnj 6lGZ+5OgXxhz2zaHW0KfdGgxzQTRn5v4fsPkws9vDRp8tFvD9mAPkV9sIvVl IcvYU9o8Jy/B/Ig11ofefCX39xfG/rTJjWmDxz+VOQZ7RvX+OstVao/NjQ2B EY3J7Wejk4lz2ec81jJB9DfBG1rHwan9obsLfysLmh1aTH9+Zn8f7A+ff1rk 2it6flhq3/EBvds2N/YOHn9cYjz9cr27Q8M4Ghhau9y4Ovg695TaN+yD/TC1 X7hY/Tumjn/IBR2TGLufnBlfZA74S3dkxgEXZvajiCG3zbElaMDS+G539qhw XPGs6n8mxqK7aP7X5M6lXZt7Lu1intwLQYd8kpo/4B/866ML3107RvURgY1+ BbaQ+V5KQ/XXiTGpAzXmx6nzK/ep3Tt3PNkn9100cI0vsSm5Y9ddVb+T+k7I H8l7xJ2WT1WPTS3XyDe4KLgemB73XXeIObNO2tyTYu0dop910Sbe6xB7Tj+5 kO3/X5u1gzshx8Rp8A5jQUNc2T51LPRUYUyROTwfNh967P45ubHICbkxS+4r gFselzrP3txiXAqcCjtADEcstxV3aLgfW0P+E3uOD4BvhY+FX4rtox//iriN fvwudMmy0DMLMt8rm5/Zn50U70JHGz9458L32DoXvpt6QcOxJPWPo82c+E3s ja+wU+gc1gUmC4ZMLEA/MdHasOvrVBeF9V1LYf23LHQdtJ2CHhx6auzPvdwp Ef0OhfO3l0c//sHkWC/2t3PsD9+GhrzmhtT3tt8iXtOal6i9r+rBmWOvIaov zY0/P04OMbfMbMhtq7BZL2AHEt9/eFTtrzJjCltUd818l72b6n9kxiD+J3xS zhes+sjE+cKL1D8n8x2C21XfWIQeLHy2PWL+wxP7EdyXJ5Ymph5f2AZji9cw n9wxfIV9TYzvn6Mxd48c5Fi1uyXGH49Se3XumOgGvbs4sCfwlWrgzDXixMT5 xaNFv2ti7OZYtX+bG6OboXdfzXyH+7XMPhJzhmf/khvTuLPwHRH26sPCOdDx Ycc565nBh0sL4wAPFc5zkmdEh3DHgrgE7O62+I3/gI7BVkFDrpu82+KS4xgw W975XcyT+XLvhntdq8Om4CNiX4hjiWffzp3vp00ekVw3OVXu1pBfJTfN75mF /cLbCusG9AQ6mXNrDfyBsfvE+GBqxGDEX8gH8oOM/Cjun3APBSxtbdwZOz7u cnCnA5+OfPXWOzCpbexBOoebg0/gF+4h9Ik575Zaz52U2g/pEvH77rltOHkY bCO+Ar/3TG27fpA4ju8XMT54IXcNwW/RgehH1kkugpwEOSj8IP57wB0H8ov0 3ZH7nsuXgcU9l7mNjSIHTj6OvBx4M347eV7uRWJbuWNCrp5cEnHbTbkxdrB2 cvnk6MnVc1+M9l0lxyh8nzgFu4J9+VHi+yR8h7sh5EHAEol5Lw1cAVz8k+BP +BRdgXxtu3dOTT4LTGVg4BLfpN4DsEDsEPboRO6UJo6Jua+3oeK7I5z/07n3 Z1Dqvdw/9vPdwnE38TdnC1bCfR0wLPzuYamxf+Y6OPaXccA5dkscE5MDgd+P Dp4fmvh+FndCn81s2+5IrDvRoehj4ktidWK71rCD3QOTxm7dp3F2bPE7rS3O ifeK2Bld2yvyZcTlxOfb7tNT35A4bskiP8I9oy4xJt/ZPuws7/UPOrDKRtUY wJ2Z24tUzy98r3RB4Xv23HfvnRl3Bn+enRmn473R+BGBY7Cv3EHBlhHfzMt8 d4I7FPi7nauOv+ZmzrtfnAQfVHwu3FNCD5OLn5QYK/9Z5lwN/z/i96zM7Zmh s78KenxJxgFzPiCzDgEn+wU2lTyR6kdUWtVenvl/I/x/ZEnqu57479wf5L8Z /EfjF6ljuJlxb5A7yLMi/iG3jM2CP8lpkM/Y+h+HmuWHHBlxHLlqYi9y6fAJ dxHImW8I/rwgcujvFM4b8B5nPSnzuxdnvpeJvD2UGgvlLLjXUE2MiXI3p5ZY t72f+S4v8SR3h6dlliX+G/Fk5v1fEfeI2Af0ayPiCbAbcHr2ihwA67s/1vhm tJkb/+dhvftnlgvkH9wpC3+fmCBJjIN+kPluNHJRyXzvllxNPbEvi087Etwl d/6jl+r34v4M92i4GwsuxF0+YiwwGc6J/WLfuINwhdo18eqVhePJcRF7EkNz BtwxQN8/GeMQA3OPDt1FrLoVJyr7O3OChpiOnDwYF/gBNhXdBE4DTocNvKrw f9WmFXGnsGx9y3+G3o1xSkGLrWSO5GzIAxPHk7c4LfTd0NB1+OPkXVjD5eH/ 4AeBQ7F+dCzxD7p6fOoz4+ywb+hu+pE3bBt3ppEFcPtHIqaGr7nTxl0QYiFi IuJO7qLQT77j0sJrOTixjl8Se8U9Iu4agsfOCFvBt5Ah+rkTA64DPgemgZ+B v4GPhk6lDR/8PbGcjCl8FifEGU2Mc2FMzmpd7OGmkCXe5Q4/3+W918qR2yr7 u2BWYEqnxL7i2zD2iTE+MVYRMdePcu8VMSW0jaBnrE3xXdbE2sgrgKG/GudL PMCY47WOFbnjtnnhN5GbIEdBDgGcBV+WfD7YKdgO5zAhzoL7YfD5abnHfi3G XxFz4L7FnOifHQU68iLY8Eb12/+kbYp8E9gwY2IL2xW27+Bz+FzMC79rVfAB eYLXM88NfPe14H/mcFL4MBckvi+zOTB/eGpFzO3k3Ly8S2oeOSH4hPU9Evt5 evD7trvB2EvuOBJvgcM3x1pnx5jkIGtBDxZHrqQc55PEmMQ6F0T8dXbkU8ir cP6Tg/Z/AdQd3Y8= "]], PolygonBox[CompressedData[" 1:eJwlmHncz1UWx7/P8/v9nsd3S3ayhJhCyL5lKRElKRXJUo8YW5ahISYpS1FJ dlkrIVqkpskWirIk7fWUFtSYmUxTU00LMu9Pnz/O63fOPcu99/u795zPuTWK Rl07Mj8Igrl5QZDlt/xZQRCXCIL1CKPjINiZBsE1hUEwMhME2+BbR0HQGD7D 2CPIHZGbwDeGHkOeDiXw92EzDf5uqAC5ELlXEgSLoD05fJhrIfzk1LFOs4ja 8MeYs2LgmI8jT4UK4UP812HfB4pY62zkm+AvC4NgseZivRXxLcv6S7D+1cgj kS9nfS3xbwGtIdaIyL73oC+Pfj9jvdBVYf598J2IuYz1fV0QBHnYXgpdjn1X 6Az8SGgqvkewmY5tG+avleexCsSrg748tkvQzyDeQqgm8esw1ijynJq7D1QV +Wf8F2F7nPkGY7sOaoX9Fdh3Rn86dKzF0CXMVwb/u/D9FHkKcj42y3Nes9Z+ P/Z18j3WGbkLtBJ+Iz7t8F1O/LrEfxObm/VfMTYJXSloNbE64n8N+wn5huX4 lquxaVrob6BvEWJ/R9b/8QXIMTZH4cuh38xcE/HPZ74nsWmG7a34fwR/WP8h ttuRe8APgt6HfwXKMl9P5Ffhr9P64VsRrw3xM/jsQc6x3hPo2mGzjW+1DLk1 fEnGenNeLsK+A/OtZg1ZzYXNE/AJ/l8in2COusT7jbF+2HZi7Hn8D0L94WcR 74/on4DKsN750LTIZ15nX2t+Gb7EWd5LF+J/SKxRzJmU8J3R3anJeu7C/ir9 R/iPCT239qC9bEo9943oy6I/pTOMPJ54p+F7aE06e6wnC38hNuXQN2LsNfQ9 dSaRb8c/w9xnQX2wfZs5S8K/hc/Nhd5DA+ZujH0N5OrQgtT/uf77I8Qrgp+D /iS+M/nPGiQ+ozqrtbFfjH428i+6L+hroX8I+VfkGch1ke+FjsKP1prQvQ/9 qPsPfY1/s8ixakGLkP+sb1JoH/n2Rr4l47HP0T8DdSj0HrXX2cjr+X8rIT+k +8uersd+HPvLiz2n5j4XeRN8c2iZ7g/7+4j4U5C3ZLym0soN+EzAdhY0Gd0G qBL8Amg6fFnin1augSZobam/VSf0q9A9QMyhGds8CP8R+iHEVvJcgP3rjM3N eKw49RnXWdccLfDvhz5AXxnqD38En2aBx47CH2VsYb7vwNLUOVS5dBjnqzrr z6IfyLdbgM1d7KUJMf+N+xLsv8P2SagN/MVQV50V7B/Bvgz285Hnoa9NvKro 58MPVM5lf19BPxCrInNUYa7z8dlD/BH65hnnkNvg32OsOXx34r0VO6cqtypn dSH+TcTojv1YFRP0nyS+m8OVA+BT4h/H9hT+LbE/G5u+8O9gUwq+YeKz+AZj vWN/U31b1aAdzFUJ/3V5XuM58AXY34r9Iuyvw34w8m7kS5Ef09lLfHZfR64B 34Kx9nleg9byuupTnmvA3tR3RHdFObuJ8i8x++M/F/9J8Dewv/YZ56C22F6B TdtCf3N9+87KR3nOCRWUe/CpHrgGrUW/IvHeu7GnlfDdGTtArHfxGRK6hqqW KudeRuxBqf8b5VDl0meh0oHvyEb4YalrVTv8j2G/J3UurcQcu1PXENUSrXGD ci3rGY9tEWM51UfWsIL9vQT1hf8bNsXwCf4vwt8Wuxaopqq2jmON/fGdxJwB +nrIn6iWE/9b5G9D/3cXYFNf+VHfA/4h7Mui/x/xbiT+bGxuh1+Sunbozn6v Wo99DeLdiXw8dU1UbdyKz0/o6iXOPfvwPz9xjVCtUE1bhu0tiW2VM5U760GT 8l0DVAvmKudifxyb+7EdBO3KOUcqV15CjLE515QO8F2hPcq90HHm7woN4vut xP4HdDMSY4GHlSPh/4V+c75z+NU6S8TMZlwjVSvfZKxfnmvOIfjnsF+GbWlo Pf4XQNOJtx0aCN8OfTN0g/j//0us14S3ssZUU/BfjL45852Byqg26rxpPfgs R7edGLfnG7O9rLvIWDn8u0LFxFoYu7b+zJrGh96j9noK/WJ0exLXnoug3fBX 6Bvn+5tcCb+UGIVZ56SMcg1yQdZ35lTsM6mz2RL7A+j3J+ZbQPvEC3+pliO3 Ur5TDUdeAk2NXWNVay8k3n7kjazvBnQxc3yIXJNv+kwJ14jPkZsJfzBfVXxe TJwzlTuVs/vp/0XfAX0H9G+rfqn+E68u8n3wG7GpRuyD2E+F/5ixc9G3Rf+J /q/ItUY16Fr4fcxZj7XNQ7+G2B8KL2aN6YTtHle+wL8EY69iWwU5kh77qsSb CD1NrF+xqRT5P9N/dy7+W7GPEvsuRV+M7i1934wxnrCeMJuwmzDyPcT6QHg4 3zmxUOcJuWTWNa+QeJ9FxibH0I8X3mEshm8MPYVt/dS1rkj3H/lR5KICY4xV 8BWh+aqH2K9D/0XsWqH/QP9F39h3X3u+Cb4k9vdivxGbmaFztHJ1G6gn/DOs YWK+7+iz8P/AZr/OBtQN3yWM5bLOGT+qnkT+VvLZh20bbLZi2xCb3ZExobCh xi6GH6p8VOA7qbvZDZurWd9B4o3h+1RKfJbWof8U/Q706wKv4Sr8RyEvyfhM 6Gx0itwLHMD/CeWuxP+Nzmz5xD2KepWz8X8SvmFoXphM2KxOaGzaj3gniHUN e9oF3wr/HvBXQzuEnZG7w7ePjd07sKa92Bchv5F1zq1LrL8zVpX5ipG/itxD qZfSmd6EfmtqrKka3h99ZfUAGeewc+Cvgrajb6SaBF819tkXZhJ2+h7qmfUc 9eHXJl67ctoa+GHYv4c8BP830E9A/jzrGtOd+cchH0Z+AP1Y+Eegk1n3cEu0 19hnPUHeDv9x5Nw0Dvu18JMZO448D/lO+JXKV9gHyEtlD92n8w5tZr6JyjnY z0G+A75x7F5QPWUB+sHCyFnnkEHwLWL3uqrRIfq2OpNZY7JUtQh5DvIr7Hc9 62mAvCrrGpxD/1nos7NDOR3+18jYcRryL/BPR8Y2whit0E8OXVuncgZKCKsR 72nlY/a0K/SetXflxDXwL4Xem3JKMbYNUp/1QYxtCd0jqFe4m3gFwqqx76Zq WjXu4wv8R1PRD4Se13nEphR8deV0+J2RdTrzOvvbiDk03znks9j/if4bjb0M f2HqWqMa8ELoNWvtwnxX4n+MOXoR+xvWOBP7I6l76wGMHYX/BpsBWeew8yKf GZ0d5djpxPpramyinqAXuqci9zbqEVuG/g/0XwTITUN/Y31rzfll4hqqWloG 2gCfS/1thFmEXW5Uv53nnPYN+p+hMQXOEcoVcWrspLEE/k+he7Mi1vwf5tqY ODfqmz6XuMdRryPM8l7kM66zfj3f5Dv4M+qJC9xzqvcUxhLW0hmsT+wByFty ztHK1Sf1xpA1xhTWVI+gXkE2NyfOWcpdDaADxM9LjcXUQ6qXFKYSthqumIkx irDKCMZGR+6Z1Dup5gwPjYGEhdQDqBdQTVBt+P0Ox+7h1cvrjLbWe1DiWqk3 j4tVa2P3osJ4wnp70TctcA+kXuhg4touzN1etZD4e4XHoWHohugNI+M3oaGJ c75yvzDxP7GflRorlGf9M1PnQOVC5aQvlc+w2Rg45nD8f4rcaxRDXUL3IOpF lPP7Ih9KXMt/xwDIRcjbcs65tZBHJ87tNaGdsTGYsJhydG3V99DYRBiyBLqH U/em6qnmpH7T0duO3gAGq5/EZnTOOeza0D2EeonbGCuF7rByZM6Ys0JiTCts KwxYJ3FOUW6RTUXkmtDdOa9Zaz8bGpFzju2GbWnkkTnnwB6he2713upJmqre hJ5bNrJVD6lecpR6RL0Vha7NJ6Fd6HqG1mkP2svhyL2LMIywjHoq9VZa03k6 q9AdOWNMYc31qXtR9Wx9kOem7j31xtQw8huW3rKU01fExrjCujpDbbG/M/Fd V08yOXHPrt5db1BRbMwt7P0F+mnKdYl51aTW+FeOvBe9Ef4l9R3WXdadHBu6 R1SvOF45Sb1oZF45v3pszCLsMgP7NPUbo94ahQk6he551Psk2HyFbkXosyMM LiyuNwW9LeiNLUV+MHavpxoyW/UH/xcLnJOnhH5z0tuT3vjK6n0n9dx609Lb 1qHQb1V6Y9NbW7nUvZV6gNLwFVJjUd0J3Q3VQNXCPsKjsXt29e7NkN+JXYNU i/TmoLeHWaH3Iswm7PZTbF+9+ejtRz2ZerN2yH2Qrw/NK2cpd70dO7Z6FPUq uoO6i8IcY/S+gb5zzpijRug3Tb1t6o3iN33P2LlTb056exImETYpLXyq3Joa u+vN4H74E4lri3J679AYQVhhAPZn4IsTvwWp57oc/W+xdXrz0ttXx8TYSTX/ MvidoXOlerLGxK+WGqv3YOx9fDfEXoswqbDpKn3DnHto9dJ6Y9FbSxPkQ+gq q4dEvgi5irB+aJ0w3C2xMbewt95U3lWuDZ3bhbGFtTcgN8oZowurrw3dC6nn UO8hzCjsWA15S+yaq9qrN5C2rKVW5Ld31dzerG9zbFv1bOrdNiFXzLlnU++2 NTS2EKY6LHwYupYoxyjXdExdW/XmdCl8HPotX2ucjf6c1L2X9lwpNUYTVsui Xw4/IXRvKQy4SPk1dm7XN3xU2Cv0t9Yb+gfCurG/nXpg9cLqQdWL6s4cQJ4X u3f9Re9vsTGzsLP29Dz8/Ng6nTmdPb2R6a1MPfEf9FYYe23KWcpdLyXGRuoh mytXJq5VqlEj4P8PQ+YHxQ== "]]}]}, {RGBColor[0.941176, 0.906538, 0.834043], EdgeForm[None], GraphicsGroupBox[{PolygonBox[CompressedData[" 1:eJxNmFuMVXcVxvfczjl777OH1KICA1QuYkuxtLQUZAaG4TIgQ0ta0YbBaFoF Yo0F7FtDDLFAGEq8tKUqWEgLAwwMxKZRS8ulVxVhBMO9NmKrxgd9MPoASTOM 349vEXzY+a+9/ve1vvWttfeox1Y+/ERtkiQf1yRJndo95STZq2e93p9Ux4KG JFmkdl2WJKc0oFvt/vokmS/9Kun3FJb/lmtyJUnGlpLkT9J/ojFJNmvcWo1P 1N8tuV9rrtf7aa2zn3U097vSt0seovmL1T8nTZJZGr9MT5+mtqt/t54+rVmu Wn9eY3o1tlnyeI05r7lTJR+UfnqD9Y9Ef0uMmal2op77JL+l8WMk79D4xZLf 0folrX1U8ijpj6h9u95jhmmd0brLHMl/kb6jzmfukX56jddsUfuW9FMk3yb5 Uu59X9P6nXqfEefZLv0tatdqr3klnxU986bG3J265+2S29QOyC6rtdcstU2a 85HO/nPsrOegxi7V+oPV/71a9zVrzbvq/F6V3CA/5mqPys6LJB8uvM9nS97r +3p/SGN3Zfbx7Xpe1ToP4yfJpyUfw971fn+g1pgYqf53dZ41kt9T2yu/d0k+ q/FPa60Nkn+hdpf6KtqrUftsLVvPmvtKtslBfKE7rJa+OfyA3fH7vwtj707u 2OgzfEdjahqMv2s6w2+1/r1a63dqr2rcBa1zQfuey23TkVqjU+/fkE3+Ifk+ yXdK/onk35e9JpjsrvG++Hqa5g6onay2T7qOBt+5T+MvxL4Ttc7ntM6zWudT jdav1PivEUMN9sWzJWMGP4Kp2Xqm1drejeprTewD5A8Tt4NCvkfrP641Xygc G+BtL7GC7TVmea0xATZ2FY65MeFTfDs25Kvh/0GSc51ztOTPZNaNDn1jzOU8 nfLjcN2rWfoatWv1XJD+n4Xj8Jzmzk0dp8Tr2cx6+p+XPKDxs+SLFZnn9kk/ Tu236o2p8XW+1xLJ11LzRJvGT9O418FE4Tjql61+qX0/2Wj8zU5tb2RwuLdq Wz2t8Zcy2/tujbkSGFhemHs420y9t+teRzX3ccm7M8fMHrXrKuawphrHC3a5 qLXeqTNH4St8C+bwO3iBy8BMW4N5CqwOrfgdGT+3ha8/kI1aJb+hc7VVzEHw D9hvjdj/c+51DmvMXj3tmjdE59+pZ570f4XbMsd10WgeRb+y1nfgLu+rfSo1 bk+ljuNyybE8v844AeM/LWx/8AVWsTN8tEP2HJC8XW2tMHOtwf20A+EL/AL/ 3xLzroX+48y54sup+bAcNkTOSr4vtsSmdTXmDmTwhr2zGE+8sgdrsg8yscB6 lRhDnoF/8Rk+wAbELHiFi15h39R8/B+dq75ifhisvvGp4/mx3POwCzZ5ubA8 W+OfyO1j+AbMgjlwW0pt90m5eQQ+KUu3u/B55mnuqtxYgQ9mxBlO5t5/Usnv 2GRS+IV8xjobpPtScB+5aJn6v1m6yUnI4Aq/wV3Ezjj56PN1jt8O9S+t9zv4 ACdTMufxQ+r7Y+J8gB6fzqk4JrkXGCQPgcNNFccn6y8v+RycYUth/aTgm+Wh H1bxmJdqzaecbbLGfCU1HsDFworjGp7v0ZiFGrMg+AyZHFoUxmuX5r2YOm4O yw6DQr8pdT6ET+HS4dK/ILlJ7d9z5whyxX7ptgQ3EmeMITd3Rw4iFx2J/H4s t71qwoYTgu/guvdy7zek0Vy7P9YcURibw1PjryPOT6wSsz3S3y25l33VHopa 5H2t95uqeXVC5noIbhoh/VdT53HyeZo6r03JHdO/LtlvPcF1cB711UDZfH0i NebJw/fUe98V5Bq1r5ScK+BWOLY/tS86KsbE5dy5ibrmC4X3mlrYB9gc21Nz gU9wulRnfIbcwFm1/0DJcfdmbv+vqlpfU3ZuuFz2++LACfwIjuFl+JlcDR7h GjB5PNakNmiJXEBOwM5wNNxLbqH+gDdmSPdt8qj0GzTuVs2/I3PeQ+bO1CPU JeB5VsXYABfTC+MTnPZqbLfGnUtsO2w2osY5f0Hk/QUV1yfcHbuODNt2ZNZT v8DHcAi8Qr7BZgXx22BO4CwnG4wr6rsTufddLbt1af0DejbGw5mpo3pDz/l7 oi4kltcUtnNT5rjcFLboTL3HvsIcuyhqueaK8x7nAX/g8FHtOzdyIlwwKu6E DdANK1t/Qe1mjTuv9oeF9T8ojIXNgQfq8I1xZsbRBw9zr01xfu7RFTJnRcZ3 z3NWzXmusG5j6OHpJ6PevJ43K45BOJnx8DL2aAubnCgbJ02RWx4KnJzkO6Zy s399YIn8DG7hGmJnReSON3Lr4CH80x7YOKf5Z6N+pZZoqTh+JoUPllVda/SF /+8NPdz538J8/bPCnANXwzW/qhpLk1PnKvIDeQObLwjbgvPW8C/fMtgarqaf ceT7S4VzDLUw68JlcNrqwC5jXk9dc99VOFcSz9yLbxNsg92wDfbCPvvUjtV7 j9pNkV8Zfx3HZft6c5yBc2IX7HM66gRqT3I3ua6uYhw+WLZMLr4/NeZe05l3 V1177am6vz7GcCdk1ngxd129LffZ9pfNm/AlHMGZqc85G2dkDrkWm5K3V0a9 ADa5O77me2Rb+HRy1PxPxfcaPEnOIhbmRvyAQbBIPYNuTuhnh0w+LXLXOnzj nim7D/3ymD8iaki+PdZHjcY5sc+jufF+IHXeQs9eWYyh/mFN1sPOnGVW1JRw 26yIEdY9Hr6gzuQ+3AX/rotYOBA8Q7z9K/Pad6TuYzz+JU90REzB51uDo3sD GweDV9tiX/bkXtiZccdDJnfxjUFMYqe5UX8QB2sjB38xi3qg8Nr7bvi3bBks g0V8B97I59iOXEXfvsAh37jgDPzw7Ts6avptcf7FgX3WAs/kqMtxrzFxztsi 7qZXHP8PxPcufDIvdb11qepzYouemL81bI7dsBm8tC/6OVtr6u/zvqqxQJyC B+LomeDYG3iCq7kH97lRMz8YMjGC/GrkrBH/h+fLcUdy7dtR8x8OTtueet7I wBvn3BP/eY4VttmWzPliWsXc2hS5h7s8ElwPNuZnrn+of7nHlbI5B66Av/nf Qp6hPmmO2rIreAyMHA/8g23mgnPaq7FOZ/DcjZzCHanNiHXOw7nwK+NZg/i+ XpPWmIOpqbEh3yj9DTfr3tkRs9RQ1FLUCd26w2S9z43vhbrgHLDfGXs1xt25 F3lpUWCC+pe55JIfaZ0myT8uvD+2xW798V3DdxMYY2+wRA7DBsTznMz1w8tR R8Nh5ErqGc7JPNYm/xE71+uEOBd10UDUPEuDq8HD0MK8MEztpxtdi7QLA8Mk j6AmU3ux6px0f+b/NXDhysw1S19w6ZTUuDtXuL5gLnUM8fv1smOY/4Xcl3uf Kqz/Q+GcQO6cGdgCYxfjP8bywC68Sx65EP8flsY/CHwF3+HHM5F/WWdw7u9D /kfy3wpeqeauy6nPP8hcYy6p2F/UA/iKOxyqBifwnZQ6R50uXGeDkY8SY+pK 4Io4aI54JN+3RFy0hL4tagS4Aj6hnRE1THPUCeCNuJgeevZj34mpOW9nYBos DYs6GbtMCMyfiXsXwav9gXNq5IVRz2M37su9W+MM7ZGrT0S+xjfT4i7YYFzE Gv9NuDf/F/ExdjpS2Cfnwy9gEvx0RewMxPc7/zHB9a2573Iy6tvrea5sHHIf 6n++YQ+UzZkHg4N7g4fp5+4vhS03Rb1BnTY09NTK1GQLM9+VO4P1talruCmF 6wPqhB257TAvOIc83l656cP28MuaqP8458hGj/8wt+1nRq7Hhn1RF9UFl3Dn dzPn1ebCXLEwagb8gk/WBy9OiDwOVrA/nEC7IXh1SdwXrC6Ne+FHbHMgvk/A /pnIL6dy25//bcxbEnY4HP9431T7P+hFxWc= "]], PolygonBox[CompressedData[" 1:eJwtlltsVVUQhlfPaU/Z+5xdo9QovSleEEpsRehFChQptJViiKgv1MSAVqJG Cr5KlEjkwYgXvESjtCHSUloh8QGRVlpEMCa21AfpBfCCtxdNNPrgg0L9/vw+ TDKz5p/Za82af9aeu7lzw9ZUCGEPko+0RyEcyQthoDCEf5MQFmKvLQihDfkl G8Js5Gr84+kQitHXxSH0kOAw+MvgT4BvAjsXGcY/iiwDX409hl4Fpj/DN/jW aWK/yIWwOGPMcmIPIc0p5/wS/AR2B7GrkG+xc8h9+L7i+wn6j0gLvh42nwH7 HPkL2EuOnL3k7mJtKfj9yEmwZXwzhb+K+Hr0RawF4ieI34q+GvwD7CUPzA5y /cRaK/4B/BG+SWImyVVJ2AT6Kr4xQ64LrF3BP0VMccpnmkYvAVNCvpvJ8Sm5 XtYauYexHyW2O7LvFPk34D+L/2H87di/Evsx/mX4G5Ap1R+7F18z8jX+B7Ff IH8fMf8QewS7Hmwdcg58LZKHPgl+G3onMbvZ37vg/wR/ANmOr5UzrNb32NNc 9r4FzDH094j5gbOmybEPfRf4qzK+g+fRh/heI74VyAX8NeRYSK4nyPl24j1r 78uR45FrptrpTNP49vGNKwW+E93NGHYD+Z8l/yj6WtbWke9p8g0kPqPOupsz r8B3HinO9x6n0SeIacl4TxfJ/w74eeBvYu04vn72sBLfm9hz8B3MuVemiP+N +L7E32rjm626u8TYAeRozhwQF8bAVJLrk8i9eTfyDb6T4NcXugdG0KvI8TjY UtZexe4Fsz5lTv2M3s/aaIHPeA/YLvVTgWui2uzFfxu+CuLfQC+N3ZsBeQZ7 JGuuqceHsuasuLsduw1sd9Z3J852oa9hrQZ/B+f5nfwViXvlKCnL0bflzBVh erDfSnyXlexhMbF/4H8s456Zwc4vos8K3VO7YveAekEcH4zcQ+qlD7DvEDex x4I5XYhendi3iHw7wZ/ATue5hsOJa67aVyAfoS9h7cOMe7QW/CBrt6Dfigyh 17KH29O+878S10i1EgfFxfNZ96J6RL3yvTiPvRf7NHo9+GMZ91RvbE6Km58h 96PXxZ4d6tHGyHeuu9fM0+w7jNyb8kwYFz7r2SEOiovqafW2vnEX32pIPAsH NQPRC4l/JG2Oi+vlxLyEvpKYA9jnYnNfa9dQ+6bY3NUMfJ/4lvj/3sU+mPiO dde6M91dJuez6A50F5rZmt2a+Q9F5pS4pT1sRN+cda/rTJvQL8buFfVoN/E3 sIf2WZ6JfxM/jswQPwnmLPolzWf8jUg52IHYs1t3XIf/cuTZOVs9xF6uBzOf 3OXgS9BfS8ydecTsQX89MRfEKXFrTpGx4tBGci2InUs9od5Ykbi2mpHL0Tex Vpb2nrX3MdZ2pj1zx9GfyvotGCHftfjrEvfmDr1H5J8mvi3jHptC78x6tp4C fx34jpy58iT44cgiXTWoKPIZdBa9Aa/o/rPmqmq2FL0n9tt6ifpVRe5J9aZq cgZ9QeRZNYu1HvEnMlYz+RB2c+S9aAYvIVepOJzxzNPsq4nMJXFIXDqT89lU k89zfqP1ViumDP+dWb+teiP1Vt4Ye5bqjdVbq55Ub2oGaBaIg+Ki3qCJrN84 vXXi2HfYTZFrq5lWHfsN0lukN3dN5DdPb59q3BK5Z9Q7+ifow34RmZ/yDNUs LUpcC60liXtOvac73UKu/wC+qhVE "]]}]}}, {{}, TagBox[ TooltipBox[ {GrayLevel[0], Opacity[0.4], LineBox[CompressedData[" 1:eJwl1ElsTlEYh/ErMYQOErO2xp2S1tBJS0WpmlamBTZtDCvKFolGkZCYa4op oa0OITamTtqkRaLUwlDUFNOiEsKCpKbficXT5/zf9z3n3t77fd+4ouIlG3tF UZTsT3NMFJ3tH0UNfIbr+RYa0RSs9pIb+BU/4X6xUdQHfbFMbSmW4JxeCycM iKKtcVGUyNt4rvoI9Xz+JherX0EpesdHUbn6KP0SeZD8mLvNPeLB4Xr4JK+U c9FjvVytx3oFz5RzkY0ZyEGrXgrX6b9wdj13hft3z8/5ptzJN/hZqJt/ip/y Ovt+8Bj3Umh+kvptbkMr7ullminhVJ6M6+o3kKGWJqfzNfkqEuSRqFFL5CTc d8125IZn4vyZfNfsHTzT78RR9VvcjAY0oRGPkWm+Vn8X4pwTi3LrHXqlqHJO NVLNPZRTuEJ/J4aYHRyet/7Z8N5wKrx/nEai+uTwXMw+x0VUIss509Gufx+z wnMI1/ecsjgJZ8KZOIeuUAvv1p7R4b6dfVl+Et6Hfh0mmNmt91t9tvyH87hM vcPcJbmQi5Bs/ZEn8ld7PlhXYq88UN7DcRyPcmdUhPPVPof/wboS2/XGyjHu +aZ8Uv6ODLXO8OxRYE+3/EC9I7wrrA9ZvQNbkO662chBi7xI/5e5VdaR2mr+ LS9W3xw+M2rV4XsQ3k14Jq7/Vm00N8lrzUw1e1R/Gh/jKXwifJb4OKfxPLPD 7Sm2dxhv4gxkor/ee75otiC8M57PVTyPa3khV/MCrgnfKXtGOicBI9Bmfyve YLz8mte4t/1mD2AfDuFg+Ew54wiX4TBS5TnOG2rfBvuG8Eaegqnoq/eOL5id Y/Z8+G3gcs7jv/jqWl+Qb12hvin2/2/UP8fkpCI= "]]}, RowBox[{"-", "4.5`"}]], Annotation[#, -4.5, "Tooltip"]& ], TagBox[ TooltipBox[ {GrayLevel[0], Opacity[0.4], LineBox[CompressedData[" 1:eJwl1XmUjmUYx/Fn7Ps6REoYSjRa/0gqtFKGMaWIJCJZs4UyUxpZsrRaspxD nTbGMGO0F1GYyRHVaU6Eoj0pJ2U4hj7X6Y/v+7vW+37u5XmfloPHZo1JSZKk 3E/zGkkyqGaS3FsrSQZiEO5D2+pJUlW8GnLU1KDV0Zb9VO0kmYEWdfTx32HP 0zMfqfqmiH0nNpWewkn8IHcYc4xxHX8Y+2VahT+AtqAtsZp9lTGmy2cjB9Pw tvHewkJ2VZqjpho9xF9G7+R30rucvQKDMBj3Y6VcevTTderXowA7+UV0Awpj Dv5mY2xChvpf+D3or7QnHU7ne8YFSEcHVBY7T+9BPevUrEc+7uBXlK+AsWpS xRqhAZbwG9I0egktou3pRnobvR3d8TN/if4pdDFdipeQZb570B+jzVPfOYyi jeXOj73FUf2t9O1nH8DkIMZCT/Eyfi9aKdaAfvyf9FQU20jv5hfRvvQgfYTO Mt8kWogCZKFCzK0nxRgj6aNqm4pPpU3oPhSLp8nnxx6hJNZLa+ltR+/COLGK /CN0Ghapn0xfoAvxIg7FHRHLoD2QhzWxJ/r/of9iEup6zjLzZ6itx+5BJ4pP wDH8FWeop7VcG7REGlphMFqr7xX7hA0ojL1Xf5qW4zHUV3fSHL3VNmBnxtrF p6IMJ/CMnnZy7XERLo73CkNiXvW91WTiPbyLZXFn5CrhcX5DeiruUtwfdhbN Ec/GWZzBs3o6yF2KvrG2uOvsy8QH8PujD14R30qXx7ss/w1/Nr8RuzH28mfw czEdpfF+iT+n/nnMjef2LMfFh9IHUN15VUOpXIme1+WK6Wv0HPlmdKRcZ/0j 4q5iFC7gD6cP4UEsxiI0Ul8TC9i74mzZr8Y50y/pV9iNL7AH24zzhHmmx32N c+P3jfOM+480NFfXiu6ONRjnFvkK7JtpSjyX3sP0s1gDivG02Bzkqh+ifxVW 4la5AUgXH8YfivXsUrrCGE3l9vPn8s9lH2APRBP2t7EntKtxu8S7wa+LLmo7 6t0rty/qcILfTW4c3a92PG0WY6K7+HGxh+N/in05ezO9ghbQ1frXIA83it2A K8WP0Qv1bGF/IPchPsI1YkvlsuM/FW1QqGatXD5m8WdjE3szro2x9HSK9Xie MfE9EJ+JJzEDuTGu/Aj5nZFnt2YviXUaax92qfkcXWI94l3pHv5uzJOfizfF 68W7hlnstegY+y23HTuwDSUoxmL57+ObgN+NcyTeCfVnxPvRo/w/sCq+CXhD vE78X2AmOw9Xq/tabgu24mN8ik+wVG9NWgsn4z8m7rD63+L/QiwTlVAFlTFR PKEpOK22HOPF/jTPBHqWfya+P7HnSBV/nw6kI+kojEY3Ndd7xs7YEd9SJPgb 6fG/jR/RJ84cN8U5xXcWtc2zPfYFh2r8/73/D9X7DPY= "]]}, RowBox[{"-", "6"}]], Annotation[#, -6, "Tooltip"]& ], TagBox[ TooltipBox[ {GrayLevel[0], Opacity[0.4], LineBox[CompressedData[" 1:eJwV03lsz3ccx/Gv+yhlxBKJOqfFmjiWEXMLw8T+EEZRR1vBLM62cSVEXBF3 HXHEmYUtc4W5YhK10aSuHhIJc9VN1Wgrznl8/nj+nu/36/P+fH6ffH/fX7OU qYOnVIiiaICPhJpRdK+GJjaKxnHr2lF0hOO5FRLwDdLNNZYXq8er09AgJop+ kJXJZupjka6uwxncz/pu7MEvmIze5uvxWDO5ZsbxRV4lL1BPQl13+ZknotDa ZM7jAuQjV/8Vx9mzq1YU7cRK9XRZdWvr9FlYj4byjbLb/Mn6GL6Lsfhff4eX WW/oTivU+eoJ6vbql+oOPEk/ES31Sc5cJEvnH/XL5a/Vj9SVMM2ZlXm1bA3W Ik/fVN4MTdACzXHQOWn2x5iphVjURqL8D+v7MUM/yP6Z/EH+VF0fMfalcB3P KpWzUGT+Pk7hJHrKHtj3MNwPxfqn/ASP0Uu/w9we7sE3nP+f/BWS1dfl3dTd 0RU90QPzw12sfcRQzNIP4dk8zL7tzpqinorO6ILvsMzaefe+gGS8QInZeHmJ OoHH8Gj8qs7h+VzD3uu8UL8YS9DV93UMd5UvDb8Bd9Iv5Wz9Lv6Jn6MYl/Qj OAnDwnsZ5pxxFhXsKwz/Ab7GFfkuFoS7hHcGJfJEWVtZO1yx70/eLD/KW/gY XzNzgrfpj/NW/tL+M+bf6fP1b7mA3/Md8/N4pJlRSA7PQ/a1LBGX7TvA683v 5w18kAvNHOZN+kO8kb+w9y/zr/VX9a84j0v5tvlMHm4mCSPQVNZa1iY8H/v2 8Rrze3kt/xbuaeZ3ztLXtWcdV/HOVUNVFOn7yPui1GwZUmT99an8Rl+Ofvrv cRNlvqscC3Ey/GfMHZbPMTcXcWiCxnhm7bHv/4cf8Xl+Ep5jWOOc8J8I7xSf dtZc/tZZ5/ismWycw9/6jvKM8PtyJlfiWyjHG/xr7hYGWmvkzBmYjs8JW73F "]], LineBox[CompressedData[" 1:eJwV0ctLlGEYhvFX0HTGcTAjhRLMQI1Wmga1zCwcLfOULVwIkWlBCkVqqYgu Is1QWyVG2eEv6GTYMlroX+FCxZEMWhQ0Lur3LS6u577n+d7vMOXXB9sHskII 7/EyHsIrTOI1llEWC+FkQQjH+G0ihDeYM3fprqETe/JV/skn8kOoQiUeyNvY wg1kJUPY5HG02W9Hxnn7GNB1yHe41N6c64/yPD/DAmbx0TOV62/aOy738gfd BfNFZMsz8ji+YAV9ulZOuq6Nr+C+ew5jCBvyN+TZq3NGLWr01ehAHU7jFH7Z qeXv9s/aOxMh/9Z36w6iUy7iuG7HO/3hSWQQ9wx/uRgJpP2+z1PoN99CH/7J JUgiJsfx3LmL0bcyDyJlbkYT1tyv0G695zmHHPmS/nD0vpzLl/kAt/A6N9g7 j1Y5JvegGF1ySfQuztuN7m1+FP1n+oT5ni6f7/KS7gVm5SeocF4B7+CdecvO tHmIhzGCMn2hLo1GcwpFzn8qT+ArVnFbN+3sUfNjHuMZfsiHfMfP/MN5n/iI 3WbnNOE/9QZTuQ== "]]}, RowBox[{"-", "8.5`"}]], Annotation[#, -8.5, "Tooltip"]& ], {}, {}}}], AspectRatio->1, Frame->True, Method->{}, PlotRange->{{0, 10}, {-0.3, 0.1}}, PlotRangeClipping->True, PlotRangePadding->{ Scaled[0.02], Scaled[0.02]}]], "Output", CellChangeTimes->{3.5931618851086397`*^9, 3.5931619283921146`*^9, 3.593166472645341*^9}] }, Open ]] }, Open ]], Cell[CellGroupData[{ Cell["Solu\[CCedilla]\[ATilde]o anal\[IAcute]tica", "Section", CellChangeTimes->{{3.5931650217696047`*^9, 3.5931650253635273`*^9}}], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"eqA", "=", RowBox[{ RowBox[{"Length", "[", "dados", "]"}], "\[Equal]", RowBox[{"Total", "[", RowBox[{ RowBox[{"dados", "[", RowBox[{"[", RowBox[{"All", ",", "2"}], "]"}], "]"}], "/", RowBox[{"(", RowBox[{"ap", "+", RowBox[{"bp", " ", RowBox[{"dados", "[", RowBox[{"[", RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}], " ", ")"}]}], " ", "]"}]}]}]], "Input", CellChangeTimes->{{3.593162053164138*^9, 3.5931621249646997`*^9}, { 3.593162234892215*^9, 3.593162267472038*^9}}], Cell[BoxData[ RowBox[{"16", "\[Equal]", RowBox[{ FractionBox["3", RowBox[{"ap", "+", RowBox[{"12", " ", "bp"}]}]], "+", FractionBox["4", RowBox[{"ap", "+", RowBox[{"13", " ", "bp"}]}]], "+", FractionBox["5", RowBox[{"ap", "+", RowBox[{"14", " ", "bp"}]}]], "+", FractionBox["6", RowBox[{"ap", "+", RowBox[{"15", " ", "bp"}]}]], "+", FractionBox["5", RowBox[{"ap", "+", RowBox[{"16", " ", "bp"}]}]], "+", FractionBox["3", RowBox[{"ap", "+", RowBox[{"18", " ", "bp"}]}]], "+", FractionBox["2", RowBox[{"ap", "+", RowBox[{"19", " ", "bp"}]}]], "+", FractionBox["1", RowBox[{"ap", "+", RowBox[{"21", " ", "bp"}]}]], "+", FractionBox["1", RowBox[{"ap", "+", RowBox[{"22", " ", "bp"}]}]], "+", FractionBox["2", RowBox[{"ap", "+", RowBox[{"23", " ", "bp"}]}]], "+", FractionBox["2", RowBox[{"ap", "+", RowBox[{"24", " ", "bp"}]}]], "+", FractionBox["1", RowBox[{"ap", "+", RowBox[{"25", " ", "bp"}]}]], "+", FractionBox["3", RowBox[{"ap", "+", RowBox[{"26", " ", "bp"}]}]]}]}]], "Output", CellChangeTimes->{{3.5931622517993326`*^9, 3.5931622678314037`*^9}, 3.5931664773643355`*^9}] }, Open ]], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"eqB", "=", RowBox[{ RowBox[{"Total", "[", " ", RowBox[{"dados", "[", RowBox[{"[", RowBox[{"All", ",", "1"}], "]"}], "]"}], " ", "]"}], "==", RowBox[{"Total", "[", RowBox[{ RowBox[{"dados", "[", RowBox[{"[", RowBox[{"All", ",", "2"}], "]"}], "]"}], RowBox[{ RowBox[{"dados", "[", RowBox[{"[", RowBox[{"All", ",", "1"}], "]"}], "]"}], "/", RowBox[{"(", RowBox[{"ap", "+", RowBox[{"bp", " ", RowBox[{"dados", "[", RowBox[{"[", RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}], " ", ")"}]}]}], " ", "]"}]}]}]], "Input", CellChangeTimes->{{3.5931622734879436`*^9, 3.5931623419602594`*^9}}], Cell[BoxData[ RowBox[{"296", "\[Equal]", RowBox[{ FractionBox["36", RowBox[{"ap", "+", RowBox[{"12", " ", "bp"}]}]], "+", FractionBox["52", RowBox[{"ap", "+", RowBox[{"13", " ", "bp"}]}]], "+", FractionBox["70", RowBox[{"ap", "+", RowBox[{"14", " ", "bp"}]}]], "+", FractionBox["90", RowBox[{"ap", "+", RowBox[{"15", " ", "bp"}]}]], "+", FractionBox["80", RowBox[{"ap", "+", RowBox[{"16", " ", "bp"}]}]], "+", FractionBox["54", RowBox[{"ap", "+", RowBox[{"18", " ", "bp"}]}]], "+", FractionBox["38", RowBox[{"ap", "+", RowBox[{"19", " ", "bp"}]}]], "+", FractionBox["21", RowBox[{"ap", "+", RowBox[{"21", " ", "bp"}]}]], "+", FractionBox["22", RowBox[{"ap", "+", RowBox[{"22", " ", "bp"}]}]], "+", FractionBox["46", RowBox[{"ap", "+", RowBox[{"23", " ", "bp"}]}]], "+", FractionBox["48", RowBox[{"ap", "+", RowBox[{"24", " ", "bp"}]}]], "+", FractionBox["25", RowBox[{"ap", "+", RowBox[{"25", " ", "bp"}]}]], "+", FractionBox["78", RowBox[{"ap", "+", RowBox[{"26", " ", "bp"}]}]]}]}]], "Output", CellChangeTimes->{3.5931623472417307`*^9, 3.593166482958373*^9}] }, Open ]], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"solucoes", "=", RowBox[{ RowBox[{"Solve", "[", RowBox[{ RowBox[{"{", RowBox[{"eqA", ",", "eqB"}], "}"}], ",", RowBox[{"{", RowBox[{"ap", ",", "bp"}], "}"}]}], "]"}], "//", "N", " ", RowBox[{"(*", " ", RowBox[{ RowBox[{ "Mathematica", " ", "tem", " ", "uma", " ", "representa\[CCedilla]\[ATilde]o", " ", "exata", " ", "para", " ", "estas", " ", "solu\[CCedilla]\[OTilde]es"}], ",", " ", RowBox[{ "porque", " ", "n\[ATilde]o", " ", "envolve", " ", "fun\[CCedilla]\[OTilde]es", " ", "transcendentes", " ", "em", " ", "ap", " ", "e", " ", "bp"}], ",", " ", RowBox[{ "mas", " ", "s\[ATilde]o", " ", "complicadas", " ", "demais", " ", "para", " ", "serem", " ", "\[UAcute]teis"}], ",", " ", RowBox[{ RowBox[{"por", " ", "isso", " ", "p"}], "=", RowBox[{ "ficamos", " ", "com", " ", "as", " ", "solu\[CCedilla]\[OTilde]es", " ", "num\[EAcute]ricas"}]}]}], " ", "*)"}]}]}]], "Input", CellChangeTimes->{{3.5931623923221664`*^9, 3.593162394962927*^9}, { 3.5931624584037137`*^9, 3.5931624699980392`*^9}, {3.5931665157613773`*^9, 3.5931666367050905`*^9}, {3.593166676769606*^9, 3.593166681582386*^9}}], Cell[BoxData[ RowBox[{"{", RowBox[{ RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "85.21872870708809`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "4.478039389572329`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "19.424405844032588`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.9215895050828425`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "14.567480747430183`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.6590530133746045`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "11.592383368443793`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.4982369388347996`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "9.798987366472492`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.40129661440391845`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "8.872902366986093`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.351237965783032`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "4.582384635697916`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.11931808841610356`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", RowBox[{"-", "4.77652593468769`"}]}], ",", RowBox[{"bp", "\[Rule]", "0.38656896944257785`"}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", RowBox[{"-", "6.394336188037958`"}]}], ",", RowBox[{"bp", "\[Rule]", "0.4740181723263761`"}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", RowBox[{"-", "8.929075473168512`"}]}], ",", RowBox[{"bp", "\[Rule]", "0.6110311066577574`"}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", RowBox[{"-", "13.816509741607593`"}]}], ",", RowBox[{"bp", "\[Rule]", "0.8752167427895997`"}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", RowBox[{"-", "78.88364954147323`"}]}], ",", RowBox[{"bp", "\[Rule]", "4.392359434674229`"}]}], "}"}]}], "}"}]], "Output", CellChangeTimes->{ 3.5931623955879593`*^9, {3.5931624607006774`*^9, 3.5931624704824295`*^9}, 3.5931665034281726`*^9, 3.59316664170531*^9, 3.593166685191916*^9}] }, Open ]], Cell["\<\ \[EAcute] preciso selecionar as ra\[IAcute]zes que d\[ATilde]o logL real\ \>", "Text", CellChangeTimes->{{3.5931666550653877`*^9, 3.593166692020401*^9}}], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"logLcalc", "=", RowBox[{"Table", "[", RowBox[{ RowBox[{ RowBox[{"logL", "[", RowBox[{"dados", ",", "ap", ",", "bp"}], "]"}], "/.", RowBox[{"solucoes", "[", RowBox[{"[", "i", "]"}], "]"}]}], ",", RowBox[{"{", RowBox[{"i", ",", RowBox[{"Length", "[", "solucoes", "]"}]}], "}"}]}], "]"}]}]], "Input", CellChangeTimes->{{3.593162489030254*^9, 3.593162760372304*^9}}], Cell[BoxData[ RowBox[{"{", RowBox[{ RowBox[{"62.433594736478206`", "\[VeryThinSpace]", "+", RowBox[{"31.41592653589793`", " ", "\[ImaginaryI]"}]}], ",", RowBox[{"14.39759430679032`", "\[VeryThinSpace]", "+", RowBox[{"28.274333882308138`", " ", "\[ImaginaryI]"}]}], ",", RowBox[{"3.7362211545230366`", "\[VeryThinSpace]", "+", RowBox[{"25.132741228718345`", " ", "\[ImaginaryI]"}]}], ",", RowBox[{ RowBox[{"-", "4.926193881936209`"}], "+", RowBox[{"18.84955592153876`", " ", "\[ImaginaryI]"}]}], ",", RowBox[{ RowBox[{"-", "8.713061642898708`"}], "+", RowBox[{"12.566370614359172`", " ", "\[ImaginaryI]"}]}], ",", RowBox[{ RowBox[{"-", "10.675928156730617`"}], "+", RowBox[{"9.42477796076938`", " ", "\[ImaginaryI]"}]}], ",", RowBox[{"-", "4.001283857294561`"}], ",", RowBox[{ RowBox[{"-", "30.77298937346431`"}], "+", RowBox[{"9.42477796076938`", " ", "\[ImaginaryI]"}]}], ",", RowBox[{ RowBox[{"-", "32.9927404958534`"}], "+", RowBox[{"21.991148575128552`", " ", "\[ImaginaryI]"}]}], ",", RowBox[{ RowBox[{"-", "29.592566352518034`"}], "+", RowBox[{"37.69911184307752`", " ", "\[ImaginaryI]"}]}], ",", RowBox[{ RowBox[{"-", "15.678304708576299`"}], "+", RowBox[{"56.54866776461627`", " ", "\[ImaginaryI]"}]}], ",", RowBox[{"54.769752238968614`", "\[VeryThinSpace]", "+", RowBox[{"72.25663103256524`", " ", "\[ImaginaryI]"}]}]}], "}"}]], "Output", CellChangeTimes->{{3.5931627039475346`*^9, 3.5931627610754633`*^9}, 3.593166694973667*^9}] }, Open ]], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"TableForm", "[", RowBox[{ RowBox[{"Transpose", "[", RowBox[{"{", RowBox[{"solucoes", ",", "logLcalc"}], "}"}], "]"}], ",", RowBox[{"TableHeadings", "\[Rule]", RowBox[{"{", RowBox[{"None", ",", RowBox[{"{", RowBox[{"\"\\"", ",", "\"\\""}], "}"}]}], "}"}]}]}], "]"}]], "Input", CellChangeTimes->{{3.593162740715046*^9, 3.593162825641287*^9}, { 3.593162926302703*^9, 3.5931629463506174`*^9}}], Cell[BoxData[ InterpretationBox[GridBox[{ {"\<\"ponto\"\>", "\<\"logL\"\>"}, {GridBox[{ { RowBox[{"ap", "\[Rule]", "85.21872870708809`"}]}, { RowBox[{"bp", "\[Rule]", RowBox[{"-", "4.478039389572329`"}]}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.7]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> { Offset[0.2], { Offset[0.1]}, Offset[0.2]}, "RowsIndexed" -> {}}], RowBox[{"62.433594736478206`", "\[VeryThinSpace]", "+", RowBox[{"31.41592653589793`", " ", "\[ImaginaryI]"}]}]}, {GridBox[{ { RowBox[{"ap", "\[Rule]", "19.424405844032588`"}]}, { RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.9215895050828425`"}]}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.7]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> { Offset[0.2], { Offset[0.1]}, Offset[0.2]}, "RowsIndexed" -> {}}], RowBox[{"14.39759430679032`", "\[VeryThinSpace]", "+", RowBox[{"28.274333882308138`", " ", "\[ImaginaryI]"}]}]}, {GridBox[{ { RowBox[{"ap", "\[Rule]", "14.567480747430183`"}]}, { RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.6590530133746045`"}]}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.7]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> { Offset[0.2], { Offset[0.1]}, Offset[0.2]}, "RowsIndexed" -> {}}], RowBox[{"3.7362211545230366`", "\[VeryThinSpace]", "+", RowBox[{"25.132741228718345`", " ", "\[ImaginaryI]"}]}]}, {GridBox[{ { RowBox[{"ap", "\[Rule]", "11.592383368443793`"}]}, { RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.4982369388347996`"}]}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.7]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> { Offset[0.2], { Offset[0.1]}, Offset[0.2]}, "RowsIndexed" -> {}}], RowBox[{ RowBox[{"-", "4.926193881936209`"}], "+", RowBox[{"18.84955592153876`", " ", "\[ImaginaryI]"}]}]}, {GridBox[{ { RowBox[{"ap", "\[Rule]", "9.798987366472492`"}]}, { RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.40129661440391845`"}]}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.7]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> { Offset[0.2], { Offset[0.1]}, Offset[0.2]}, "RowsIndexed" -> {}}], RowBox[{ RowBox[{"-", "8.713061642898708`"}], "+", RowBox[{"12.566370614359172`", " ", "\[ImaginaryI]"}]}]}, {GridBox[{ { RowBox[{"ap", "\[Rule]", "8.872902366986093`"}]}, { RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.351237965783032`"}]}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.7]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> { Offset[0.2], { Offset[0.1]}, Offset[0.2]}, "RowsIndexed" -> {}}], RowBox[{ RowBox[{"-", "10.675928156730617`"}], "+", RowBox[{"9.42477796076938`", " ", "\[ImaginaryI]"}]}]}, {GridBox[{ { RowBox[{"ap", "\[Rule]", "4.582384635697916`"}]}, { RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.11931808841610356`"}]}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.7]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> { Offset[0.2], { Offset[0.1]}, Offset[0.2]}, "RowsIndexed" -> {}}], RowBox[{"-", "4.001283857294561`"}]}, {GridBox[{ { RowBox[{"ap", "\[Rule]", RowBox[{"-", "4.77652593468769`"}]}]}, { RowBox[{"bp", "\[Rule]", "0.38656896944257785`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.7]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> { Offset[0.2], { Offset[0.1]}, Offset[0.2]}, "RowsIndexed" -> {}}], RowBox[{ RowBox[{"-", "30.77298937346431`"}], "+", RowBox[{"9.42477796076938`", " ", "\[ImaginaryI]"}]}]}, {GridBox[{ { RowBox[{"ap", "\[Rule]", RowBox[{"-", "6.394336188037958`"}]}]}, { RowBox[{"bp", "\[Rule]", "0.4740181723263761`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.7]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> { Offset[0.2], { Offset[0.1]}, Offset[0.2]}, "RowsIndexed" -> {}}], RowBox[{ RowBox[{"-", "32.9927404958534`"}], "+", RowBox[{"21.991148575128552`", " ", "\[ImaginaryI]"}]}]}, {GridBox[{ { RowBox[{"ap", "\[Rule]", RowBox[{"-", "8.929075473168512`"}]}]}, { RowBox[{"bp", "\[Rule]", "0.6110311066577574`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.7]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> { Offset[0.2], { Offset[0.1]}, Offset[0.2]}, "RowsIndexed" -> {}}], RowBox[{ RowBox[{"-", "29.592566352518034`"}], "+", RowBox[{"37.69911184307752`", " ", "\[ImaginaryI]"}]}]}, {GridBox[{ { RowBox[{"ap", "\[Rule]", RowBox[{"-", "13.816509741607593`"}]}]}, { RowBox[{"bp", "\[Rule]", "0.8752167427895997`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.7]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> { Offset[0.2], { Offset[0.1]}, Offset[0.2]}, "RowsIndexed" -> {}}], RowBox[{ RowBox[{"-", "15.678304708576299`"}], "+", RowBox[{"56.54866776461627`", " ", "\[ImaginaryI]"}]}]}, {GridBox[{ { RowBox[{"ap", "\[Rule]", RowBox[{"-", "78.88364954147323`"}]}]}, { RowBox[{"bp", "\[Rule]", "4.392359434674229`"}]} }, GridBoxAlignment->{ "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.7]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> { Offset[0.2], { Offset[0.1]}, Offset[0.2]}, "RowsIndexed" -> {}}], RowBox[{"54.769752238968614`", "\[VeryThinSpace]", "+", RowBox[{"72.25663103256524`", " ", "\[ImaginaryI]"}]}]} }, GridBoxAlignment->{ "Columns" -> {{Center}}, "ColumnsIndexed" -> {}, "Rows" -> {{Baseline}}, "RowsIndexed" -> {}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[2.0999999999999996`]}, Offset[0.27999999999999997`]}, "ColumnsIndexed" -> {}, "Rows" -> { Offset[0.2], { Offset[0.4]}, Offset[0.2]}, "RowsIndexed" -> {}}], TableForm[{{{$CellContext`ap -> 85.21872870708809, $CellContext`bp -> -4.478039389572329}, Complex[ 62.433594736478206`, 31.41592653589793]}, {{$CellContext`ap -> 19.424405844032588`, $CellContext`bp -> -0.9215895050828425}, Complex[ 14.39759430679032, 28.274333882308138`]}, {{$CellContext`ap -> 14.567480747430183`, $CellContext`bp -> -0.6590530133746045}, Complex[ 3.7362211545230366`, 25.132741228718345`]}, {{$CellContext`ap -> 11.592383368443793`, $CellContext`bp -> -0.4982369388347996}, Complex[-4.926193881936209, 18.84955592153876]}, {{$CellContext`ap -> 9.798987366472492, $CellContext`bp -> -0.40129661440391845`}, Complex[-8.713061642898708, 12.566370614359172`]}, {{$CellContext`ap -> 8.872902366986093, $CellContext`bp -> -0.351237965783032}, Complex[-10.675928156730617`, 9.42477796076938]}, {{$CellContext`ap -> 4.582384635697916, $CellContext`bp -> -0.11931808841610356`}, \ -4.001283857294561}, {{$CellContext`ap -> -4.77652593468769, $CellContext`bp -> 0.38656896944257785`}, Complex[-30.77298937346431, 9.42477796076938]}, {{$CellContext`ap -> -6.394336188037958, \ $CellContext`bp -> 0.4740181723263761}, Complex[-32.9927404958534, 21.991148575128552`]}, {{$CellContext`ap -> -8.929075473168512, \ $CellContext`bp -> 0.6110311066577574}, Complex[-29.592566352518034`, 37.69911184307752]}, {{$CellContext`ap -> -13.816509741607593`, \ $CellContext`bp -> 0.8752167427895997}, Complex[-15.678304708576299`, 56.54866776461627]}, {{$CellContext`ap -> -78.88364954147323, \ $CellContext`bp -> 4.392359434674229}, Complex[54.769752238968614`, 72.25663103256524]}}, TableHeadings -> {None, {"ponto", "logL"}}]]], "Output", CellChangeTimes->{3.593162948444454*^9, 3.593166698661357*^9}] }, Open ]], Cell["\<\ dessa tabela, verifica-se que solucoes[[7]] \[EAcute] a raiz - vamos guardar \ numa vari\[AAcute]vel para uso futuro\ \>", "Text", CellChangeTimes->{{3.5931667073961887`*^9, 3.5931667678993163`*^9}}], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"solucao", "=", RowBox[{"solucoes", "[", RowBox[{"[", "7", "]"}], "]"}]}]], "Input", CellChangeTimes->{{3.593166747632641*^9, 3.5931667561018343`*^9}}], Cell[BoxData[ RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "4.582384635697916`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.11931808841610356`"}]}]}], "}"}]], "Output", CellChangeTimes->{3.5931667576019115`*^9}] }, Open ]], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"ErrorListPlotPoisson", "[", "dados", "]"}]], "Input"], Cell[BoxData[ GraphicsBox[{{}, {RGBColor[0.24720000000000014`, 0.24, 0.6], PointBox[{{11., 0.}, {12., 3.}, {13., 4.}, {14., 5.}, {15., 6.}, {16., 5.}, {17., 0.}, {18., 3.}, {19., 2.}, {20., 0.}, {21., 1.}, {22., 1.}, { 23., 2.}, {24., 2.}, {25., 1.}, {26., 3.}}], {{LineBox[{{11., 1.}, {11., -1.}}], LineBox[{Offset[{1.5, 0}, {11., 1.}], Offset[{-1.5, 0}, {11., 1.}]}], LineBox[{Offset[{1.5, 0}, {11., -1.}], Offset[{-1.5, 0}, {11., -1.}]}]}, { LineBox[{{12., 4.732050807568877}, {12., 1.2679491924311228`}}], LineBox[{Offset[{1.5, 0}, {12., 4.732050807568877}], Offset[{-1.5, 0}, {12., 4.732050807568877}]}], LineBox[{Offset[{1.5, 0}, {12., 1.2679491924311228`}], Offset[{-1.5, 0}, {12., 1.2679491924311228`}]}]}, { LineBox[{{13., 6.}, {13., 2.}}], LineBox[{Offset[{1.5, 0}, {13., 6.}], Offset[{-1.5, 0}, {13., 6.}]}], LineBox[{Offset[{1.5, 0}, {13., 2.}], Offset[{-1.5, 0}, {13., 2.}]}]}, { LineBox[{{14., 7.23606797749979}, {14., 2.76393202250021}}], LineBox[{Offset[{1.5, 0}, {14., 7.23606797749979}], Offset[{-1.5, 0}, {14., 7.23606797749979}]}], LineBox[{Offset[{1.5, 0}, {14., 2.76393202250021}], Offset[{-1.5, 0}, {14., 2.76393202250021}]}]}, { LineBox[{{15., 8.449489742783179}, {15., 3.550510257216822}}], LineBox[{Offset[{1.5, 0}, {15., 8.449489742783179}], Offset[{-1.5, 0}, {15., 8.449489742783179}]}], LineBox[{Offset[{1.5, 0}, {15., 3.550510257216822}], Offset[{-1.5, 0}, {15., 3.550510257216822}]}]}, { LineBox[{{16., 7.23606797749979}, {16., 2.76393202250021}}], LineBox[{Offset[{1.5, 0}, {16., 7.23606797749979}], Offset[{-1.5, 0}, {16., 7.23606797749979}]}], LineBox[{Offset[{1.5, 0}, {16., 2.76393202250021}], Offset[{-1.5, 0}, {16., 2.76393202250021}]}]}, { LineBox[{{17., 1.}, {17., -1.}}], LineBox[{Offset[{1.5, 0}, {17., 1.}], Offset[{-1.5, 0}, {17., 1.}]}], LineBox[{Offset[{1.5, 0}, {17., -1.}], Offset[{-1.5, 0}, {17., -1.}]}]}, { LineBox[{{18., 4.732050807568877}, {18., 1.2679491924311228`}}], LineBox[{Offset[{1.5, 0}, {18., 4.732050807568877}], Offset[{-1.5, 0}, {18., 4.732050807568877}]}], LineBox[{Offset[{1.5, 0}, {18., 1.2679491924311228`}], Offset[{-1.5, 0}, {18., 1.2679491924311228`}]}]}, { LineBox[{{19., 3.414213562373095}, {19., 0.5857864376269049}}], LineBox[{Offset[{1.5, 0}, {19., 3.414213562373095}], Offset[{-1.5, 0}, {19., 3.414213562373095}]}], LineBox[{Offset[{1.5, 0}, {19., 0.5857864376269049}], Offset[{-1.5, 0}, {19., 0.5857864376269049}]}]}, { LineBox[{{20., 1.}, {20., -1.}}], LineBox[{Offset[{1.5, 0}, {20., 1.}], Offset[{-1.5, 0}, {20., 1.}]}], LineBox[{Offset[{1.5, 0}, {20., -1.}], Offset[{-1.5, 0}, {20., -1.}]}]}, {LineBox[{{21., 2.}, {21., 0.}}], LineBox[{Offset[{1.5, 0}, {21., 2.}], Offset[{-1.5, 0}, {21., 2.}]}], LineBox[{Offset[{1.5, 0}, {21., 0.}], Offset[{-1.5, 0}, {21., 0.}]}]}, { LineBox[{{22., 2.}, {22., 0.}}], LineBox[{Offset[{1.5, 0}, {22., 2.}], Offset[{-1.5, 0}, {22., 2.}]}], LineBox[{Offset[{1.5, 0}, {22., 0.}], Offset[{-1.5, 0}, {22., 0.}]}]}, { LineBox[{{23., 3.414213562373095}, {23., 0.5857864376269049}}], LineBox[{Offset[{1.5, 0}, {23., 3.414213562373095}], Offset[{-1.5, 0}, {23., 3.414213562373095}]}], LineBox[{Offset[{1.5, 0}, {23., 0.5857864376269049}], Offset[{-1.5, 0}, {23., 0.5857864376269049}]}]}, { LineBox[{{24., 3.414213562373095}, {24., 0.5857864376269049}}], LineBox[{Offset[{1.5, 0}, {24., 3.414213562373095}], Offset[{-1.5, 0}, {24., 3.414213562373095}]}], LineBox[{Offset[{1.5, 0}, {24., 0.5857864376269049}], Offset[{-1.5, 0}, {24., 0.5857864376269049}]}]}, { LineBox[{{25., 2.}, {25., 0.}}], LineBox[{Offset[{1.5, 0}, {25., 2.}], Offset[{-1.5, 0}, {25., 2.}]}], LineBox[{Offset[{1.5, 0}, {25., 0.}], Offset[{-1.5, 0}, {25., 0.}]}]}, { LineBox[{{26., 4.732050807568877}, {26., 1.2679491924311228`}}], LineBox[{Offset[{1.5, 0}, {26., 4.732050807568877}], Offset[{-1.5, 0}, {26., 4.732050807568877}]}], LineBox[{Offset[{1.5, 0}, {26., 1.2679491924311228`}], Offset[{-1.5, 0}, {26., 1.2679491924311228`}]}]}}}, {}}, AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], Axes->True, AxesLabel->{None, None}, AxesOrigin->{11., 0.}, Method->{}, PlotRangeClipping->True]], "Output", CellChangeTimes->{3.593163471315036*^9, 3.5931667717276063`*^9}] }, Open ]], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"Show", "[", RowBox[{"{", RowBox[{ RowBox[{"ErrorListPlotPoisson", "[", "dados", "]"}], ",", RowBox[{"Plot", "[", RowBox[{ RowBox[{ RowBox[{"ap", "+", RowBox[{"bp", " ", "x"}]}], "/.", "solucao"}], ",", RowBox[{"{", RowBox[{"x", ",", "10", ",", "26"}], "}"}]}], "]"}]}], "}"}], "]"}]], "Input", CellChangeTimes->{{3.5931634767997212`*^9, 3.5931635266147757`*^9}, { 3.593166778509204*^9, 3.593166780509306*^9}}], Cell[BoxData[ GraphicsBox[{{{}, {RGBColor[0.24720000000000014`, 0.24, 0.6], PointBox[{{11., 0.}, {12., 3.}, {13., 4.}, {14., 5.}, {15., 6.}, {16., 5.}, {17., 0.}, {18., 3.}, {19., 2.}, {20., 0.}, {21., 1.}, {22., 1.}, { 23., 2.}, {24., 2.}, {25., 1.}, {26., 3.}}], {{LineBox[{{11., 1.}, {11., -1.}}], LineBox[{Offset[{1.5, 0}, {11., 1.}], Offset[{-1.5, 0}, {11., 1.}]}], LineBox[{ Offset[{1.5, 0}, {11., -1.}], Offset[{-1.5, 0}, {11., -1.}]}]}, { LineBox[{{12., 4.732050807568877}, {12., 1.2679491924311228`}}], LineBox[{ Offset[{1.5, 0}, {12., 4.732050807568877}], Offset[{-1.5, 0}, {12., 4.732050807568877}]}], LineBox[{ Offset[{1.5, 0}, {12., 1.2679491924311228`}], Offset[{-1.5, 0}, {12., 1.2679491924311228`}]}]}, { LineBox[{{13., 6.}, {13., 2.}}], LineBox[{Offset[{1.5, 0}, {13., 6.}], Offset[{-1.5, 0}, {13., 6.}]}], LineBox[{ Offset[{1.5, 0}, {13., 2.}], Offset[{-1.5, 0}, {13., 2.}]}]}, { LineBox[{{14., 7.23606797749979}, {14., 2.76393202250021}}], LineBox[{ Offset[{1.5, 0}, {14., 7.23606797749979}], Offset[{-1.5, 0}, {14., 7.23606797749979}]}], LineBox[{ Offset[{1.5, 0}, {14., 2.76393202250021}], Offset[{-1.5, 0}, {14., 2.76393202250021}]}]}, { LineBox[{{15., 8.449489742783179}, {15., 3.550510257216822}}], LineBox[{ Offset[{1.5, 0}, {15., 8.449489742783179}], Offset[{-1.5, 0}, {15., 8.449489742783179}]}], LineBox[{ Offset[{1.5, 0}, {15., 3.550510257216822}], Offset[{-1.5, 0}, {15., 3.550510257216822}]}]}, { LineBox[{{16., 7.23606797749979}, {16., 2.76393202250021}}], LineBox[{ Offset[{1.5, 0}, {16., 7.23606797749979}], Offset[{-1.5, 0}, {16., 7.23606797749979}]}], LineBox[{ Offset[{1.5, 0}, {16., 2.76393202250021}], Offset[{-1.5, 0}, {16., 2.76393202250021}]}]}, { LineBox[{{17., 1.}, {17., -1.}}], LineBox[{Offset[{1.5, 0}, {17., 1.}], Offset[{-1.5, 0}, {17., 1.}]}], LineBox[{ Offset[{1.5, 0}, {17., -1.}], Offset[{-1.5, 0}, {17., -1.}]}]}, { LineBox[{{18., 4.732050807568877}, {18., 1.2679491924311228`}}], LineBox[{ Offset[{1.5, 0}, {18., 4.732050807568877}], Offset[{-1.5, 0}, {18., 4.732050807568877}]}], LineBox[{ Offset[{1.5, 0}, {18., 1.2679491924311228`}], Offset[{-1.5, 0}, {18., 1.2679491924311228`}]}]}, { LineBox[{{19., 3.414213562373095}, {19., 0.5857864376269049}}], LineBox[{ Offset[{1.5, 0}, {19., 3.414213562373095}], Offset[{-1.5, 0}, {19., 3.414213562373095}]}], LineBox[{ Offset[{1.5, 0}, {19., 0.5857864376269049}], Offset[{-1.5, 0}, {19., 0.5857864376269049}]}]}, { LineBox[{{20., 1.}, {20., -1.}}], LineBox[{Offset[{1.5, 0}, {20., 1.}], Offset[{-1.5, 0}, {20., 1.}]}], LineBox[{ Offset[{1.5, 0}, {20., -1.}], Offset[{-1.5, 0}, {20., -1.}]}]}, { LineBox[{{21., 2.}, {21., 0.}}], LineBox[{Offset[{1.5, 0}, {21., 2.}], Offset[{-1.5, 0}, {21., 2.}]}], LineBox[{ Offset[{1.5, 0}, {21., 0.}], Offset[{-1.5, 0}, {21., 0.}]}]}, { LineBox[{{22., 2.}, {22., 0.}}], LineBox[{Offset[{1.5, 0}, {22., 2.}], Offset[{-1.5, 0}, {22., 2.}]}], LineBox[{ Offset[{1.5, 0}, {22., 0.}], Offset[{-1.5, 0}, {22., 0.}]}]}, { LineBox[{{23., 3.414213562373095}, {23., 0.5857864376269049}}], LineBox[{ Offset[{1.5, 0}, {23., 3.414213562373095}], Offset[{-1.5, 0}, {23., 3.414213562373095}]}], LineBox[{ Offset[{1.5, 0}, {23., 0.5857864376269049}], Offset[{-1.5, 0}, {23., 0.5857864376269049}]}]}, { LineBox[{{24., 3.414213562373095}, {24., 0.5857864376269049}}], LineBox[{ Offset[{1.5, 0}, {24., 3.414213562373095}], Offset[{-1.5, 0}, {24., 3.414213562373095}]}], LineBox[{ Offset[{1.5, 0}, {24., 0.5857864376269049}], Offset[{-1.5, 0}, {24., 0.5857864376269049}]}]}, { LineBox[{{25., 2.}, {25., 0.}}], LineBox[{Offset[{1.5, 0}, {25., 2.}], Offset[{-1.5, 0}, {25., 2.}]}], LineBox[{ Offset[{1.5, 0}, {25., 0.}], Offset[{-1.5, 0}, {25., 0.}]}]}, { LineBox[{{26., 4.732050807568877}, {26., 1.2679491924311228`}}], LineBox[{ Offset[{1.5, 0}, {26., 4.732050807568877}], Offset[{-1.5, 0}, {26., 4.732050807568877}]}], LineBox[{ Offset[{1.5, 0}, {26., 1.2679491924311228`}], Offset[{-1.5, 0}, {26., 1.2679491924311228`}]}]}}}, {}}, {{}, {}, {Hue[0.67, 0.6, 0.6], LineBox[CompressedData[" 1:eJwVi3s01HkAR+fFmCEmr0IlNeNZ3q9fWt8PWqEHWZIptoiSTjIlNksUmzot RWvptUopKhoqdbYkiUmilk3USicaJNKOmclz2z/uuf/caxIRFxjFoNFoa77x v2N6ZFwajQ8dOful/nx1+DCH3Q4x+IgMbX393kgd5qbSnaoqfFTey393w1Ad H2I7WzS4fPxwSPDJb646tiru5xro8pHL82Id0FHHZs3Dhg7mfPCsUu2lHHWs X25gGR3Ah9ZmWXa1nIsVBd/5NhfxwW3qWbnhORf5euNcY38Bbo+9sRCkcDFq LEnoHRXAXVuclmDDhaBpfkrSCVMMeOwbW/Weg1ZKys5zN4Pfk/Cu68c5OORc 57awxwyZHsaOeV4clCt5/zrkmGPfbOY087MaxEKpt76bBY7KOvrGz6qhxrfV K/a1BfZLMjwT1qnBY9qy3vuIJRbIgrSSp9loIQWfTlpZ4RxvKoAlZsPR5Ncq cZMVPJF/QyeKDZ5kbDIocQlONQamlWuzIZ+IG9kxd+m3T1rf/FgVgWNhUezG pajW+uOnfSJVHM5uSxSJrFH/ZeXqkoWqaLgpdAjQtsG1BkleaLsKkouCRTcf 2MDny85VBekqOKNhd/2xrS3qNAcShY4qqLYajdibZYvhg1m6V3pYqDEciz7a bQvCNWhNzmbB73n6g05rO8QeTJ/+y4OFE9sloUOZdlgdOOvcrWEmwhp/93Ht sANHJ77S6DwTevKyzI+m9hj48LiXHcxEFjuJFZFij1Rt98MHGEykvX3WMbvF HiPW2ef232LA8dQ/QxkCB+gW003pEQy08+0Cfkx2QJhl9NNZPAa+JsxS2/PU AekXLvSdfURHZ2kx3W+RIzaKGLvv7qbD/WKdv3CPI7QclsVtWExHzi7B0Is6 R0hVI4+ldNBw2sizScPACQn2FQbWmTQsyZFOpsU4oXttm1GEKw1Jfd7xd2qd oMx0mufVNEN8GTbLLLSdMei/d1BiPUPYI8J19AhnLMJvMmH+NEmrQdmZO85o eDvZzRydIqlBFSHxHBcs3KJbVbV+irg86/DmbHFB7wnRtv0Vk+SN3ooMtWoX fO6vDFmjPklUBZS+B9sVlSbFdmaiCfJRv39gebgrujldH+c0j5PgVmNtUYUr attqc7Tsxsm1kNNZmjOuGHx0JE6n8CupqXuOXcEUfo4stLGWKUmwLHsNu4RC Q++GTn+hktS1eNrGXabQKyh8WhSiJLalcu2OKxQY2zrvjwYpiUZ4+KuSqxSW DYReyPNXkvrGpZHeYgrln4SxHSuUxP50c1LmPQoF8k1T4TZKwvPkXmS2UYhW 22Kyi6UkqfNqfoltp5Dhe17nAV1JhuTxMW1/Uyg6+k6FN6Mgkqud1sWvKHRp RAyKvyrIAb3Su57dFNbOjqwaG1aQ4f6VrekDFJwNo75P6VSQTY8mxAODFAI3 XnJpeakgTWcrTq4borD7TJ+FcbuClATOEZqMUChbEK35sEVBwu596K2VUViw eFsHq/5bn3+q0VxOYfnWy0+CHyqIa/zasuMKCsJL0j9LahRE1/R23OZxCrlm 24t87irIQdqOQMkEhRvbr+QW3laQz13znWynKDSX9mcMVilI+K0XcwqmKfQP mie6iRWkOSdzfGaGguqSmJhj5QryH40CJY8= "]]}}}, AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], Axes->True, AxesLabel->{None, None}, AxesOrigin->{11., 0.}, Method->{}, PlotRangeClipping->True]], "Output", CellChangeTimes->{{3.5931635066137323`*^9, 3.593163527192903*^9}, { 3.5931667755246763`*^9, 3.59316678124372*^9}}] }, Open ]], Cell["\<\ agora, as barras de erro podem ser calculadas com uma aproxima\[CCedilla]\ \[ATilde]o melhor\ \>", "Text", CellChangeTimes->{{3.593166937908018*^9, 3.593166960924842*^9}}], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"Show", "[", RowBox[{"{", RowBox[{ RowBox[{"ErrorListPlot", "[", RowBox[{"Partition", "[", " ", RowBox[{ RowBox[{"Flatten", "[", RowBox[{"Transpose", "[", RowBox[{"{", RowBox[{"dados", ",", RowBox[{"Sqrt", "[", RowBox[{ RowBox[{"ap", "+", RowBox[{"bp", " ", RowBox[{"dados", "[", RowBox[{"[", RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}], "/.", "solucao"}], "]"}]}], "}"}], "]"}], "]"}], ",", "3"}], "]"}], " ", "]"}], ",", RowBox[{"Plot", "[", RowBox[{ RowBox[{ RowBox[{"ap", "+", RowBox[{"bp", " ", "x"}]}], "/.", "solucao"}], ",", RowBox[{"{", RowBox[{"x", ",", "10", ",", "26"}], "}"}]}], "]"}]}], "}"}], "]"}]], "Input", CellChangeTimes->{{3.5931659714321547`*^9, 3.5931661282995806`*^9}, { 3.5931668038230305`*^9, 3.593166853872446*^9}}], Cell[BoxData[ GraphicsBox[{{{}, {RGBColor[0.24720000000000014`, 0.24, 0.6], PointBox[{{11., 0.}, {12., 3.}, {13., 4.}, {14., 5.}, {15., 6.}, {16., 5.}, {17., 0.}, {18., 3.}, {19., 2.}, {20., 0.}, {21., 1.}, {22., 1.}, { 23., 2.}, {24., 2.}, {25., 1.}, {26., 3.}}], {{LineBox[{{11., 1.8082825175068127`}, { 11., -1.8082825175068127`}}], LineBox[{ Offset[{1.5, 0}, {11., 1.8082825175068127`}], Offset[{-1.5, 0}, {11., 1.8082825175068127`}]}], LineBox[{ Offset[{1.5, 0}, {11., -1.8082825175068127`}], Offset[{-1.5, 0}, {11., -1.8082825175068127`}]}]}, { LineBox[{{12., 4.774983823786761}, {12., 1.2250161762132386`}}], LineBox[{ Offset[{1.5, 0}, {12., 4.774983823786761}], Offset[{-1.5, 0}, {12., 4.774983823786761}]}], LineBox[{ Offset[{1.5, 0}, {12., 1.2250161762132386`}], Offset[{-1.5, 0}, {12., 1.2250161762132386`}]}]}, { LineBox[{{13., 5.741048387118684}, {13., 2.258951612881316}}], LineBox[{ Offset[{1.5, 0}, {13., 5.741048387118684}], Offset[{-1.5, 0}, {13., 5.741048387118684}]}], LineBox[{ Offset[{1.5, 0}, {13., 2.258951612881316}], Offset[{-1.5, 0}, {13., 2.258951612881316}]}]}, { LineBox[{{14., 6.706438219764333}, {14., 3.2935617802356667`}}], LineBox[{ Offset[{1.5, 0}, {14., 6.706438219764333}], Offset[{-1.5, 0}, {14., 6.706438219764333}]}], LineBox[{ Offset[{1.5, 0}, {14., 3.2935617802356667`}], Offset[{-1.5, 0}, {14., 3.2935617802356667`}]}]}, { LineBox[{{15., 7.67111139947532}, {15., 4.32888860052468}}], LineBox[{ Offset[{1.5, 0}, {15., 7.67111139947532}], Offset[{-1.5, 0}, {15., 7.67111139947532}]}], LineBox[{ Offset[{1.5, 0}, {15., 4.32888860052468}], Offset[{-1.5, 0}, {15., 4.32888860052468}]}]}, { LineBox[{{16., 6.635021474183217}, {16., 3.3649785258167833`}}], LineBox[{ Offset[{1.5, 0}, {16., 6.635021474183217}], Offset[{-1.5, 0}, {16., 6.635021474183217}]}], LineBox[{ Offset[{1.5, 0}, {16., 3.3649785258167833`}], Offset[{-1.5, 0}, {16., 3.3649785258167833`}]}]}, { LineBox[{{17., 1.5981167456178398`}, {17., -1.5981167456178398`}}], LineBox[{ Offset[{1.5, 0}, {17., 1.5981167456178398`}], Offset[{-1.5, 0}, {17., 1.5981167456178398`}]}], LineBox[{ Offset[{1.5, 0}, {17., -1.5981167456178398`}], Offset[{-1.5, 0}, {17., -1.5981167456178398`}]}]}, { LineBox[{{18., 4.560339400325471}, {18., 1.4396605996745286`}}], LineBox[{ Offset[{1.5, 0}, {18., 4.560339400325471}], Offset[{-1.5, 0}, {18., 4.560339400325471}]}], LineBox[{ Offset[{1.5, 0}, {18., 1.4396605996745286`}], Offset[{-1.5, 0}, {18., 1.4396605996745286`}]}]}, { LineBox[{{19., 3.5216244463703745`}, {19., 0.4783755536296257}}], LineBox[{ Offset[{1.5, 0}, {19., 3.5216244463703745`}], Offset[{-1.5, 0}, {19., 3.5216244463703745`}]}], LineBox[{ Offset[{1.5, 0}, {19., 0.4783755536296257}], Offset[{-1.5, 0}, {19., 0.4783755536296257}]}]}, { LineBox[{{20., 1.4818983998155355`}, {20., -1.4818983998155355`}}], LineBox[{ Offset[{1.5, 0}, {20., 1.4818983998155355`}], Offset[{-1.5, 0}, {20., 1.4818983998155355`}]}], LineBox[{ Offset[{1.5, 0}, {20., -1.4818983998155355`}], Offset[{-1.5, 0}, {20., -1.4818983998155355`}]}]}, { LineBox[{{21., 2.4410776450142238`}, {21., -0.44107764501422375`}}], LineBox[{ Offset[{1.5, 0}, {21., 2.4410776450142238`}], Offset[{-1.5, 0}, {21., 2.4410776450142238`}]}], LineBox[{ Offset[{1.5, 0}, {21., -0.44107764501422375`}], Offset[{-1.5, 0}, {21., -0.44107764501422375`}]}]}, { LineBox[{{22., 2.3990663638811554`}, {22., -0.39906636388115535`}}], LineBox[{ Offset[{1.5, 0}, {22., 2.3990663638811554`}], Offset[{-1.5, 0}, {22., 2.3990663638811554`}]}], LineBox[{ Offset[{1.5, 0}, {22., -0.39906636388115535`}], Offset[{-1.5, 0}, {22., -0.39906636388115535`}]}]}, { LineBox[{{23., 3.355753887004398}, {23., 0.6442461129956021}}], LineBox[{ Offset[{1.5, 0}, {23., 3.355753887004398}], Offset[{-1.5, 0}, {23., 3.355753887004398}]}], LineBox[{ Offset[{1.5, 0}, {23., 0.6442461129956021}], Offset[{-1.5, 0}, {23., 0.6442461129956021}]}]}, { LineBox[{{24., 3.311011256134527}, {24., 0.6889887438654729}}], LineBox[{ Offset[{1.5, 0}, {24., 3.311011256134527}], Offset[{-1.5, 0}, {24., 3.311011256134527}]}], LineBox[{ Offset[{1.5, 0}, {24., 0.6889887438654729}], Offset[{-1.5, 0}, {24., 0.6889887438654729}]}]}, { LineBox[{{25., 2.264686690566216}, {25., -0.26468669056621574`}}], LineBox[{ Offset[{1.5, 0}, {25., 2.264686690566216}], Offset[{-1.5, 0}, {25., 2.264686690566216}]}], LineBox[{ Offset[{1.5, 0}, {25., -0.26468669056621574`}], Offset[{-1.5, 0}, {25., -0.26468669056621574`}]}]}, { LineBox[{{26., 4.216599497319978}, {26., 1.783400502680022}}], LineBox[{ Offset[{1.5, 0}, {26., 4.216599497319978}], Offset[{-1.5, 0}, {26., 4.216599497319978}]}], LineBox[{ Offset[{1.5, 0}, {26., 1.783400502680022}], Offset[{-1.5, 0}, {26., 1.783400502680022}]}]}}}, {}}, {{}, {}, {Hue[0.67, 0.6, 0.6], LineBox[CompressedData[" 1:eJwVi3s01HkAR+fFmCEmr0IlNeNZ3q9fWt8PWqEHWZIptoiSTjIlNksUmzot RWvptUopKhoqdbYkiUmilk3USicaJNKOmclz2z/uuf/caxIRFxjFoNFoa77x v2N6ZFwajQ8dOful/nx1+DCH3Q4x+IgMbX393kgd5qbSnaoqfFTey393w1Ad H2I7WzS4fPxwSPDJb646tiru5xro8pHL82Id0FHHZs3Dhg7mfPCsUu2lHHWs X25gGR3Ah9ZmWXa1nIsVBd/5NhfxwW3qWbnhORf5euNcY38Bbo+9sRCkcDFq LEnoHRXAXVuclmDDhaBpfkrSCVMMeOwbW/Weg1ZKys5zN4Pfk/Cu68c5OORc 57awxwyZHsaOeV4clCt5/zrkmGPfbOY087MaxEKpt76bBY7KOvrGz6qhxrfV K/a1BfZLMjwT1qnBY9qy3vuIJRbIgrSSp9loIQWfTlpZ4RxvKoAlZsPR5Ncq cZMVPJF/QyeKDZ5kbDIocQlONQamlWuzIZ+IG9kxd+m3T1rf/FgVgWNhUezG pajW+uOnfSJVHM5uSxSJrFH/ZeXqkoWqaLgpdAjQtsG1BkleaLsKkouCRTcf 2MDny85VBekqOKNhd/2xrS3qNAcShY4qqLYajdibZYvhg1m6V3pYqDEciz7a bQvCNWhNzmbB73n6g05rO8QeTJ/+y4OFE9sloUOZdlgdOOvcrWEmwhp/93Ht sANHJ77S6DwTevKyzI+m9hj48LiXHcxEFjuJFZFij1Rt98MHGEykvX3WMbvF HiPW2ef232LA8dQ/QxkCB+gW003pEQy08+0Cfkx2QJhl9NNZPAa+JsxS2/PU AekXLvSdfURHZ2kx3W+RIzaKGLvv7qbD/WKdv3CPI7QclsVtWExHzi7B0Is6 R0hVI4+ldNBw2sizScPACQn2FQbWmTQsyZFOpsU4oXttm1GEKw1Jfd7xd2qd oMx0mufVNEN8GTbLLLSdMei/d1BiPUPYI8J19AhnLMJvMmH+NEmrQdmZO85o eDvZzRydIqlBFSHxHBcs3KJbVbV+irg86/DmbHFB7wnRtv0Vk+SN3ooMtWoX fO6vDFmjPklUBZS+B9sVlSbFdmaiCfJRv39gebgrujldH+c0j5PgVmNtUYUr attqc7Tsxsm1kNNZmjOuGHx0JE6n8CupqXuOXcEUfo4stLGWKUmwLHsNu4RC Q++GTn+hktS1eNrGXabQKyh8WhSiJLalcu2OKxQY2zrvjwYpiUZ4+KuSqxSW DYReyPNXkvrGpZHeYgrln4SxHSuUxP50c1LmPQoF8k1T4TZKwvPkXmS2UYhW 22Kyi6UkqfNqfoltp5Dhe17nAV1JhuTxMW1/Uyg6+k6FN6Mgkqud1sWvKHRp RAyKvyrIAb3Su57dFNbOjqwaG1aQ4f6VrekDFJwNo75P6VSQTY8mxAODFAI3 XnJpeakgTWcrTq4borD7TJ+FcbuClATOEZqMUChbEK35sEVBwu596K2VUViw eFsHq/5bn3+q0VxOYfnWy0+CHyqIa/zasuMKCsJL0j9LahRE1/R23OZxCrlm 24t87irIQdqOQMkEhRvbr+QW3laQz13znWynKDSX9mcMVilI+K0XcwqmKfQP mie6iRWkOSdzfGaGguqSmJhj5QryH40CJY8= "]]}}}, AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], Axes->True, AxesLabel->{None, None}, AxesOrigin->{11., 0}, Method->{}, PlotRange->{{11., 26.}, {0, 6.}}, PlotRangeClipping->True, PlotRangePadding->{{0.3, 0.3}, {0.12, 0.12}}]], "Output", CellChangeTimes->{ 3.593166044826516*^9, {3.5931661100173597`*^9, 3.5931661296121173`*^9}, { 3.593166811198382*^9, 3.5931668546849885`*^9}}] }, Open ]], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"residuo", "=", RowBox[{ RowBox[{"dados", "[", RowBox[{"[", RowBox[{"All", ",", "2"}], "]"}], "]"}], "-", RowBox[{"(", RowBox[{ RowBox[{"ap", "+", RowBox[{"bp", " ", RowBox[{"dados", "[", RowBox[{"[", RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}], "/.", "solucao"}], ")"}]}]}]], "Input", CellChangeTimes->{{3.59316697389423*^9, 3.5931669967235355`*^9}, { 3.59316715701301*^9, 3.593167160091282*^9}}], Cell[BoxData[ RowBox[{"{", RowBox[{ RowBox[{"-", "3.2698856631207764`"}], ",", RowBox[{"-", "0.1505675747046733`"}], ",", "0.9687505137114303`", ",", "2.088068602127534`", ",", "3.2073866905436375`", ",", "2.326704778959741`", ",", RowBox[{"-", "2.5539771326241554`"}], ",", "0.5653409557919482`", ",", RowBox[{"-", "0.3153409557919482`"}], ",", RowBox[{"-", "2.1960228673758446`"}], ",", RowBox[{"-", "1.076704778959741`"}], ",", RowBox[{"-", "0.9573866905436375`"}], ",", "0.16193139787246613`", ",", "0.2812494862885693`", ",", RowBox[{"-", "0.5994324252953271`"}], ",", "1.5198856631207764`"}], "}"}]], "Output", CellChangeTimes->{3.593166999926816*^9, 3.5931671608882003`*^9}] }, Open ]], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"residuo", "/", RowBox[{"Sqrt", "[", RowBox[{ RowBox[{"ap", "+", RowBox[{"bp", " ", RowBox[{"dados", "[", RowBox[{"[", RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}], "/.", "solucao"}], "]"}]}]], "Input"], Cell[BoxData[ RowBox[{"{", RowBox[{ RowBox[{"-", "1.808282517506813`"}], ",", RowBox[{"-", "0.0848275757147192`"}], ",", "0.5564179151359752`", ",", "1.2236414878330055`", ",", "1.9193135128817043`", ",", "1.423042336567511`", ",", RowBox[{"-", "1.59811674561784`"}], ",", "0.36231922085286294`", ",", RowBox[{"-", "0.20723967503555207`"}], ",", RowBox[{"-", "1.4818983998155353`"}], ",", RowBox[{"-", "0.7471525095714838`"}], ",", RowBox[{"-", "0.6843039867585319`"}], ",", "0.11944011330128743`", ",", "0.21452865867667983`", ",", RowBox[{"-", "0.47397701720649393`"}], ",", "1.2492900633847879`"}], "}"}]], "Output", CellChangeTimes->{3.5931671315585985`*^9, 3.5931671723419137`*^9}] }, Open ]], Cell[CellGroupData[{ Cell["\<\ Sempre graficar os residuos normalizados em fun\[CCedilla]ao das \ vari\[AAcute]veis dependente e independente\ \>", "Subsubsection", CellChangeTimes->{{3.593167291254264*^9, 3.59316732067768*^9}}], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"ListPlot", "[", " ", RowBox[{"Transpose", "[", RowBox[{"{", RowBox[{ RowBox[{"dados", "[", RowBox[{"[", RowBox[{"All", ",", "1"}], "]"}], "]"}], ",", RowBox[{"residuo", "/", RowBox[{"Sqrt", "[", RowBox[{ RowBox[{"ap", "+", RowBox[{"bp", " ", RowBox[{"dados", "[", RowBox[{"[", RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}], "/.", "solucao"}], "]"}]}]}], " ", "}"}], "]"}], "]"}]], "Input", CellChangeTimes->{{3.5931670042864237`*^9, 3.593167055867215*^9}, { 3.5931670955411205`*^9, 3.5931671211986628`*^9}, {3.593167178685994*^9, 3.593167181107996*^9}}], Cell[BoxData[ GraphicsBox[{{}, {RGBColor[0.24720000000000014`, 0.24, 0.6], PointBox[{{11., -1.808282517506813}, {12., -0.0848275757147192}, {13., 0.5564179151359752}, {14., 1.2236414878330055`}, {15., 1.9193135128817043`}, {16., 1.423042336567511}, { 17., -1.59811674561784}, {18., 0.36231922085286294`}, { 19., -0.20723967503555207`}, {20., -1.4818983998155353`}, { 21., -0.7471525095714838}, {22., -0.6843039867585319}, {23., 0.11944011330128743`}, {24., 0.21452865867667983`}, { 25., -0.47397701720649393`}, {26., 1.2492900633847879`}}]}, {}}, AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], Axes->True, AxesLabel->{None, None}, AxesOrigin->{11., 0.}, Method->{}, PlotRange->{{11., 26.}, {-1.808282517506813, 1.9193135128817043`}}, PlotRangeClipping->True, PlotRangePadding->{{0.3, 0.3}, {0.07455192060777034, 0.07455192060777034}}]], "Output", CellChangeTimes->{3.593167181889277*^9}] }, Open ]], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{ RowBox[{"7", "/", "16"}], "//", "N"}]], "Input", CellChangeTimes->{{3.5931672010621367`*^9, 3.593167209093809*^9}}], Cell[BoxData["0.4375`"], "Output", CellChangeTimes->{3.5931672098907146`*^9}] }, Open ]], Cell["\<\ usamos o valor ajustado para a coordenada independente\ \>", "Text", CellChangeTimes->{{3.5931673294124746`*^9, 3.593167350726077*^9}}], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"ListPlot", "[", " ", RowBox[{"Transpose", "[", RowBox[{"{", RowBox[{ RowBox[{"(", RowBox[{ RowBox[{"ap", "+", RowBox[{"bp", " ", RowBox[{"dados", "[", RowBox[{"[", RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}], "/.", "solucao"}], ")"}], ",", RowBox[{"residuo", "/", RowBox[{"Sqrt", "[", RowBox[{ RowBox[{"ap", "+", RowBox[{"bp", " ", RowBox[{"dados", "[", RowBox[{"[", RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}], "/.", "solucao"}], "]"}]}]}], " ", "}"}], "]"}], "]"}]], "Input", CellChangeTimes->{3.5931672508928394`*^9}], Cell[BoxData[ GraphicsBox[{{}, {RGBColor[0.24720000000000014`, 0.24, 0.6], PointBox[{{3.2698856631207764`, -1.808282517506813}, { 3.1505675747046733`, -0.0848275757147192}, {3.0312494862885697`, 0.5564179151359752}, {2.911931397872466, 1.2236414878330055`}, { 2.7926133094563625`, 1.9193135128817043`}, {2.673295221040259, 1.423042336567511}, {2.5539771326241554`, -1.59811674561784}, { 2.434659044208052, 0.36231922085286294`}, { 2.315340955791948, -0.20723967503555207`}, { 2.1960228673758446`, -1.4818983998155353`}, { 2.076704778959741, -0.7471525095714838}, { 1.9573866905436375`, -0.6843039867585319}, {1.8380686021275339`, 0.11944011330128743`}, {1.7187505137114307`, 0.21452865867667983`}, { 1.5994324252953271`, -0.47397701720649393`}, {1.4801143368792236`, 1.2492900633847879`}}]}, {}}, AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], Axes->True, AxesLabel->{None, None}, AxesOrigin->{1.4801143368792236`, 0.}, Method->{}, PlotRange->{{1.4801143368792236`, 3.2698856631207764`}, {-1.808282517506813, 1.9193135128817043`}}, PlotRangeClipping->True, PlotRangePadding->{{0.03579542652483106, 0.03579542652483106}, { 0.07455192060777034, 0.07455192060777034}}]], "Output", CellChangeTimes->{3.5931672531898117`*^9}] }, Open ]] }, Open ]] }, Open ]], Cell[CellGroupData[{ Cell["\<\ determina\[CCedilla]\[ATilde]o da tendenciosidade por simula\[CCedilla]\ \[ATilde]o\ \>", "Section", CellChangeTimes->{{3.593165046849037*^9, 3.5931650529587245`*^9}, { 3.5931673639611487`*^9, 3.5931673683675957`*^9}}], Cell[BoxData[ RowBox[{ RowBox[{"simul", "[", RowBox[{"a_", ",", "b_", ",", "x_"}], "]"}], ":=", RowBox[{"Table", "[", RowBox[{ RowBox[{"RandomVariate", "[", RowBox[{"PoissonDistribution", "[", RowBox[{"a", "+", RowBox[{"b", " ", RowBox[{"x", "[", RowBox[{"[", "i", "]"}], "]"}]}]}], " ", "]"}], " ", "]"}], ",", RowBox[{"{", RowBox[{"i", ",", RowBox[{"Length", "[", "x", "]"}]}], "}"}]}], "]"}]}]], "Input"], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"dadosSimulados", "=", RowBox[{"Transpose", "[", RowBox[{"{", RowBox[{ RowBox[{"Range", "[", RowBox[{"11", ",", "26"}], "]"}], ",", RowBox[{"simul", "[", RowBox[{"4", ",", RowBox[{"-", "0.1"}], ",", RowBox[{"Range", "[", RowBox[{"11", ",", "26"}], "]"}]}], "]"}]}], "}"}], "]"}]}]], "Input", CellChangeTimes->{{3.593163610837818*^9, 3.593163628151218*^9}, { 3.5931637292189198`*^9, 3.5931637383600087`*^9}, {3.5931638604287586`*^9, 3.5931638925085535`*^9}}], Cell[BoxData[ RowBox[{"{", RowBox[{ RowBox[{"{", RowBox[{"11", ",", "1"}], "}"}], ",", RowBox[{"{", RowBox[{"12", ",", "7"}], "}"}], ",", RowBox[{"{", RowBox[{"13", ",", "2"}], "}"}], ",", RowBox[{"{", RowBox[{"14", ",", "3"}], "}"}], ",", RowBox[{"{", RowBox[{"15", ",", "3"}], "}"}], ",", RowBox[{"{", RowBox[{"16", ",", "2"}], "}"}], ",", RowBox[{"{", RowBox[{"17", ",", "2"}], "}"}], ",", RowBox[{"{", RowBox[{"18", ",", "3"}], "}"}], ",", RowBox[{"{", RowBox[{"19", ",", "2"}], "}"}], ",", RowBox[{"{", RowBox[{"20", ",", "1"}], "}"}], ",", RowBox[{"{", RowBox[{"21", ",", "0"}], "}"}], ",", RowBox[{"{", RowBox[{"22", ",", "1"}], "}"}], ",", RowBox[{"{", RowBox[{"23", ",", "2"}], "}"}], ",", RowBox[{"{", RowBox[{"24", ",", "1"}], "}"}], ",", RowBox[{"{", RowBox[{"25", ",", "1"}], "}"}], ",", RowBox[{"{", RowBox[{"26", ",", "0"}], "}"}]}], "}"}]], "Output", CellChangeTimes->{3.593163628979401*^9, 3.59316374329774*^9, 3.5931638934773235`*^9, 3.5931673746022925`*^9}] }, Open ]], Cell[CellGroupData[{ Cell["\<\ o m\[EAcute]todo anal\[IAcute]tico \[EAcute] mais indicado para repetir \ muitas vezes o c\[AAcute]lculo\ \>", "Subsection", CellChangeTimes->{{3.593167408463414*^9, 3.5931674435902367`*^9}}], Cell["\<\ equa\[CCedilla]\[OTilde]es de m\[AAcute]ximo da verossimilhan\[CCedilla]a\ \>", "Text", CellChangeTimes->{{3.593167457309688*^9, 3.593167467872733*^9}}], Cell[BoxData[ RowBox[{ RowBox[{"eqAp", "[", "dados_", "]"}], ":=", RowBox[{ RowBox[{"Length", "[", "dados", "]"}], "\[Equal]", RowBox[{"Total", "[", RowBox[{ RowBox[{"dados", "[", RowBox[{"[", RowBox[{"All", ",", "2"}], "]"}], "]"}], "/", RowBox[{"(", RowBox[{"ap", "+", RowBox[{"bp", " ", RowBox[{"dados", "[", RowBox[{"[", RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}], " ", ")"}]}], " ", "]"}]}]}]], "Input", CellChangeTimes->{{3.5931636701065164`*^9, 3.593163680075778*^9}}], Cell[BoxData[ RowBox[{ RowBox[{"eqBp", "[", "dados_", "]"}], ":=", RowBox[{ RowBox[{"Total", "[", " ", RowBox[{"dados", "[", RowBox[{"[", RowBox[{"All", ",", "1"}], "]"}], "]"}], " ", "]"}], "==", RowBox[{"Total", "[", RowBox[{ RowBox[{"dados", "[", RowBox[{"[", RowBox[{"All", ",", "2"}], "]"}], "]"}], RowBox[{ RowBox[{"dados", "[", RowBox[{"[", RowBox[{"All", ",", "1"}], "]"}], "]"}], "/", RowBox[{"(", RowBox[{"ap", "+", RowBox[{"bp", " ", RowBox[{"dados", "[", RowBox[{"[", RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}], " ", ")"}]}]}], " ", "]"}]}]}]], "Input", CellChangeTimes->{{3.5931637076396923`*^9, 3.5931637135462456`*^9}}], Cell["resolve o sistema", "Text", CellChangeTimes->{{3.5931675013744307`*^9, 3.5931675270476446`*^9}}], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"solucoes", "=", RowBox[{ RowBox[{"Solve", "[", RowBox[{ RowBox[{"{", RowBox[{ RowBox[{"eqAp", "[", "dadosSimulados", "]"}], ",", RowBox[{"eqBp", "[", "dadosSimulados", "]"}]}], "}"}], ",", RowBox[{"{", RowBox[{"ap", ",", "bp"}], "}"}]}], "]"}], "//", "N", " ", RowBox[{"(*", " ", RowBox[{ RowBox[{"esse", " ", "//", RowBox[{ "N", " ", "transforma", " ", "em", " ", "n\[UAcute]merico", " ", "os", " ", "resultados", " ", "anal\[IAcute]ticos", " ", "encontrados", " ", "pelo", " ", "Mathematica"}]}], ",", " ", RowBox[{ RowBox[{ "uma", " ", "vez", " ", "que", " ", "as", " ", "equa\[CCedilla]\[OTilde]es", " ", "em", " ", "ap", " ", "e", " ", "bp", " ", "n\[ATilde]o", " ", "envolvem", " ", "nenhuma", " ", "fun\[CCedilla]\[ATilde]o", " ", "transcedente"}], " ", "-", " ", RowBox[{ "Mathematica", " ", "tem", " ", "uma", " ", "solu\[CCedilla]\[ATilde]o", " ", "exata", " ", "para", " ", "esse", " ", "caso"}]}], ",", " ", RowBox[{ "mas", " ", "que", " ", "\[EAcute]", " ", "complicada", " ", "demais", " ", "para", " ", "ser", " ", "\[UAcute]til"}]}], " ", "*)"}]}]}]], "Input", CellChangeTimes->{{3.5931637625643544`*^9, 3.593163783518556*^9}, { 3.5931675844255695`*^9, 3.593167704228587*^9}}], Cell[BoxData[ RowBox[{"{", RowBox[{ RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "68.55402101980238`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "3.600893028097426`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "24.790471904512465`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "1.2352957786222953`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "11.797371357576042`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.5329660193284347`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "9.196862895354279`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.39239799434347455`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "7.966308727819837`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.3258815528551263`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "5.845062871821605`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.21121961469305972`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", RowBox[{"-", "2.917256387593814`"}]}], ",", RowBox[{"bp", "\[Rule]", "0.2624192641942602`"}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", RowBox[{"-", "4.31766889003392`"}]}], ",", RowBox[{"bp", "\[Rule]", "0.3381172372991308`"}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", RowBox[{"-", "5.457878194553676`"}]}], ",", RowBox[{"bp", "\[Rule]", "0.3997501726785771`"}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", RowBox[{"-", "7.600036507055835`"}]}], ",", RowBox[{"bp", "\[Rule]", "0.51554251389491`"}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", RowBox[{"-", "11.666289592499842`"}]}], ",", RowBox[{"bp", "\[Rule]", "0.7353399779729645`"}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", RowBox[{"-", "20.567016275732037`"}]}], ",", RowBox[{"bp", "\[Rule]", "1.2164603392287587`"}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", RowBox[{"-", "63.195425900890456`"}]}], ",", RowBox[{"bp", "\[Rule]", "3.5206986973454297`"}]}], "}"}]}], "}"}]], "Output", CellChangeTimes->{3.5931637841748676`*^9, 3.593163906259229*^9, 3.5931675349386425`*^9, 3.5931677101351337`*^9}] }, Open ]], Cell[TextData[StyleBox["sele\[CCedilla]\[ATilde]o das ra\[IAcute]zes em duas \ etapas: primeiro isola as reais,", "Subsubsection"]], "Text", CellChangeTimes->{{3.593167744715065*^9, 3.593167778185503*^9}}], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"logLcalc", "=", RowBox[{"Table", "[", RowBox[{ RowBox[{ RowBox[{"logL", "[", RowBox[{"dadosSimulados", ",", "ap", ",", "bp"}], "]"}], "/.", RowBox[{"solucoes", "[", RowBox[{"[", "i", "]"}], "]"}]}], ",", RowBox[{"{", RowBox[{"i", ",", RowBox[{"Length", "[", "solucoes", "]"}]}], "}"}]}], "]"}]}]], "Input", CellChangeTimes->{{3.5931641629755583`*^9, 3.5931641643974752`*^9}}], Cell[BoxData[ RowBox[{"{", RowBox[{ RowBox[{"41.503746395577735`", "\[VeryThinSpace]", "+", RowBox[{"18.84955592153876`", " ", "\[ImaginaryI]"}]}], ",", RowBox[{"17.014963949483374`", "\[VeryThinSpace]", "+", RowBox[{"15.707963267948966`", " ", "\[ImaginaryI]"}]}], ",", RowBox[{ RowBox[{"-", "1.690015376682989`"}], "+", RowBox[{"12.566370614359172`", " ", "\[ImaginaryI]"}]}], ",", RowBox[{ RowBox[{"-", "6.984633883043254`"}], "+", RowBox[{"6.283185307179586`", " ", "\[ImaginaryI]"}]}], ",", RowBox[{ RowBox[{"-", "7.872820965757368`"}], "+", RowBox[{"3.141592653589793`", " ", "\[ImaginaryI]"}]}], ",", RowBox[{"-", "6.367092521027907`"}], ",", RowBox[{ RowBox[{"-", "35.6354011189709`"}], "+", RowBox[{"3.141592653589793`", " ", "\[ImaginaryI]"}]}], ",", RowBox[{ RowBox[{"-", "38.15952248517584`"}], "+", RowBox[{"25.132741228718345`", " ", "\[ImaginaryI]"}]}], ",", RowBox[{ RowBox[{"-", "32.976399991999735`"}], "+", RowBox[{"31.41592653589793`", " ", "\[ImaginaryI]"}]}], ",", RowBox[{ RowBox[{"-", "26.05953356916537`"}], "+", RowBox[{"40.840704496667314`", " ", "\[ImaginaryI]"}]}], ",", RowBox[{ RowBox[{"-", "13.665609696285465`"}], "+", RowBox[{"50.26548245743669`", " ", "\[ImaginaryI]"}]}], ",", RowBox[{"3.0632826223882716`", "\[VeryThinSpace]", "+", RowBox[{"56.548667764616276`", " ", "\[ImaginaryI]"}]}], ",", RowBox[{"34.476047185023546`", "\[VeryThinSpace]", "+", RowBox[{"62.83185307179586`", " ", "\[ImaginaryI]"}]}]}], "}"}]], "Output", CellChangeTimes->{3.593163939385927*^9, 3.5931641650537567`*^9, 3.593167786201567*^9}] }, Open ]], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"Select", "[", RowBox[{"logLcalc", ",", RowBox[{ RowBox[{"#", " ", "\[Element]", " ", "Reals"}], " ", "&"}]}], "]"}]], "Input", CellChangeTimes->{{3.5931639457768803`*^9, 3.5931640197650833`*^9}}], Cell[BoxData[ RowBox[{"{", RowBox[{"-", "6.367092521027907`"}], "}"}]], "Output", CellChangeTimes->{3.593164020140071*^9, 3.5931641700540147`*^9, 3.5931677901861467`*^9}] }, Open ]], Cell["\<\ e depois separa a que d\[AAcute] o m\[AAcute]ximo de logL\ \>", "Text", CellChangeTimes->{{3.593167801717964*^9, 3.5931678170156164`*^9}}], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"Position", "[", RowBox[{"logLcalc", ",", RowBox[{"Max", "[", RowBox[{"Select", "[", RowBox[{"logLcalc", ",", RowBox[{ RowBox[{"#", " ", "\[Element]", " ", "Reals"}], " ", "&"}]}], "]"}], " ", "]"}]}], " ", "]"}]], "Input", CellChangeTimes->{{3.593164023655876*^9, 3.593164059782732*^9}}], Cell[BoxData[ RowBox[{"{", RowBox[{"{", "6", "}"}], "}"}]], "Output", CellChangeTimes->{{3.5931640477508626`*^9, 3.593164060564021*^9}, 3.5931641728823156`*^9, 3.593167884581585*^9}] }, Open ]], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"solucoes", "[", RowBox[{"[", RowBox[{"Flatten", "[", RowBox[{"Position", "[", RowBox[{"logLcalc", ",", RowBox[{"Max", "[", RowBox[{"Select", "[", RowBox[{"logLcalc", ",", RowBox[{ RowBox[{"#", " ", "\[Element]", " ", "Reals"}], " ", "&"}]}], "]"}], " ", "]"}]}], " ", "]"}], " ", "]"}], " ", "]"}], "]"}]], "Input", CellChangeTimes->{{3.593164068845695*^9, 3.5931640863153734`*^9}}], Cell[BoxData[ RowBox[{"{", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "5.845062871821605`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.21121961469305972`"}]}]}], "}"}], "}"}]], "Output", CellChangeTimes->{3.5931640877529273`*^9, 3.5931641802264166`*^9, 3.5931678875505047`*^9}] }, Open ]], Cell[CellGroupData[{ Cell["\<\ compacta toda a solu\[CCedilla]\[ATilde]o em uma fun\[CCedilla]\[ATilde]o\ \>", "Subsubsection", CellChangeTimes->{{3.5931678607678823`*^9, 3.5931678794875803`*^9}}], Cell[BoxData[ RowBox[{ RowBox[{"solve", "[", "dados_", "]"}], ":=", RowBox[{"Module", "[", RowBox[{ RowBox[{"{", RowBox[{"solucoes", ",", "logLcalc"}], "}"}], ",", "\[IndentingNewLine]", RowBox[{ RowBox[{"solucoes", "=", RowBox[{ RowBox[{"Solve", "[", RowBox[{ RowBox[{"{", RowBox[{ RowBox[{"eqAp", "[", "dados", "]"}], ",", RowBox[{"eqBp", "[", "dados", "]"}]}], "}"}], ",", RowBox[{"{", RowBox[{"ap", ",", "bp"}], "}"}]}], "]"}], "//", "N"}]}], ";", "\[IndentingNewLine]", RowBox[{"logLcalc", "=", RowBox[{"Table", "[", RowBox[{ RowBox[{ RowBox[{"logL", "[", RowBox[{"dados", ",", "ap", ",", "bp"}], "]"}], "/.", RowBox[{"solucoes", "[", RowBox[{"[", "i", "]"}], "]"}]}], ",", RowBox[{"{", RowBox[{"i", ",", RowBox[{"Length", "[", "solucoes", "]"}]}], "}"}]}], "]"}]}], ";", "\[IndentingNewLine]", RowBox[{ RowBox[{"solucoes", "[", RowBox[{"[", RowBox[{"Flatten", "[", RowBox[{"Position", "[", RowBox[{"logLcalc", ",", RowBox[{"Max", "[", RowBox[{"Select", "[", RowBox[{"logLcalc", ",", RowBox[{ RowBox[{"#", " ", "\[Element]", " ", "Reals"}], " ", "&"}]}], "]"}], " ", "]"}]}], " ", "]"}], " ", "]"}], " ", "]"}], "]"}], "[", RowBox[{"[", "1", "]"}], "]"}]}]}], "\[IndentingNewLine]", "]"}]}]], "Input", CellChangeTimes->{{3.5931642353386135`*^9, 3.593164381611774*^9}, { 3.5931644174885902`*^9, 3.5931644344894896`*^9}}], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"solve", "[", "dadosSimulados", "]"}]], "Input", CellChangeTimes->{{3.5931643858150845`*^9, 3.593164388690234*^9}, { 3.5931644463025637`*^9, 3.5931644476463847`*^9}}], Cell[BoxData[ RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "5.845062871821605`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.21121961469305972`"}]}]}], "}"}]], "Output", CellChangeTimes->{ 3.593164388940246*^9, {3.593164429801719*^9, 3.59316444833392*^9}, 3.593167894425841*^9}] }, Open ]] }, Open ]], Cell[CellGroupData[{ Cell["prepara a simula\[CCedilla]\[ATilde]o", "Subsubsection", CellChangeTimes->{{3.593167905551422*^9, 3.593167908364054*^9}}], Cell["\<\ extrai as coordenadas x de interesse a partir dos dados\ \>", "Text", CellChangeTimes->{{3.5931679144894023`*^9, 3.593167927286912*^9}}], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"xexp", "=", RowBox[{"dados", "[", RowBox[{"[", RowBox[{"All", ",", "1"}], "]"}], "]"}]}]], "Input", CellChangeTimes->{{3.593164711394294*^9, 3.59316472612945*^9}}], Cell[BoxData[ RowBox[{"{", RowBox[{ "11", ",", "12", ",", "13", ",", "14", ",", "15", ",", "16", ",", "17", ",", "18", ",", "19", ",", "20", ",", "21", ",", "22", ",", "23", ",", "24", ",", "25", ",", "26"}], "}"}]], "Output", CellChangeTimes->{3.5931647266607*^9, 3.5931679309433403`*^9}] }, Open ]], Cell["\<\ \[EAcute] mais pr\[AAcute]tico criar uma fun\[CCedilla]\[ATilde]o que gera a \ tabela {x,y}, com y simulado \ \>", "Text", CellChangeTimes->{{3.5931679397563*^9, 3.593168003853361*^9}}], Cell[BoxData[ RowBox[{ RowBox[{"simulDados", "[", RowBox[{"a_", ",", "b_", ",", "x_"}], "]"}], ":=", RowBox[{"Table", "[", RowBox[{ RowBox[{"{", RowBox[{ RowBox[{"x", "[", RowBox[{"[", "i", "]"}], "]"}], ",", RowBox[{"RandomVariate", "[", RowBox[{"PoissonDistribution", "[", RowBox[{"a", "+", RowBox[{"b", " ", RowBox[{"x", "[", RowBox[{"[", "i", "]"}], "]"}]}]}], " ", "]"}], " ", "]"}]}], "}"}], ",", RowBox[{"{", RowBox[{"i", ",", RowBox[{"Length", "[", "x", "]"}]}], "}"}]}], "]"}]}]], "Input", CellChangeTimes->{{3.593164763209483*^9, 3.5931647840230513`*^9}}], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"simulDados", "[", RowBox[{"4", ",", RowBox[{"-", "0.1"}], ",", "xexp"}], "]"}]], "Input", CellChangeTimes->{{3.593164792851598*^9, 3.593164803133374*^9}}], Cell[BoxData[ RowBox[{"{", RowBox[{ RowBox[{"{", RowBox[{"11", ",", "3"}], "}"}], ",", RowBox[{"{", RowBox[{"12", ",", "3"}], "}"}], ",", RowBox[{"{", RowBox[{"13", ",", "3"}], "}"}], ",", RowBox[{"{", RowBox[{"14", ",", "4"}], "}"}], ",", RowBox[{"{", RowBox[{"15", ",", "0"}], "}"}], ",", RowBox[{"{", RowBox[{"16", ",", "1"}], "}"}], ",", RowBox[{"{", RowBox[{"17", ",", "4"}], "}"}], ",", RowBox[{"{", RowBox[{"18", ",", "2"}], "}"}], ",", RowBox[{"{", RowBox[{"19", ",", "1"}], "}"}], ",", RowBox[{"{", RowBox[{"20", ",", "2"}], "}"}], ",", RowBox[{"{", RowBox[{"21", ",", "5"}], "}"}], ",", RowBox[{"{", RowBox[{"22", ",", "1"}], "}"}], ",", RowBox[{"{", RowBox[{"23", ",", "1"}], "}"}], ",", RowBox[{"{", RowBox[{"24", ",", "3"}], "}"}], ",", RowBox[{"{", RowBox[{"25", ",", "0"}], "}"}], ",", RowBox[{"{", RowBox[{"26", ",", "1"}], "}"}]}], "}"}]], "Output", CellChangeTimes->{3.5931648033208857`*^9, 3.5931680079004116`*^9}] }, Open ]] }, Open ]] }, Open ]], Cell[CellGroupData[{ Cell["simulando... ", "Subsection", CellChangeTimes->{{3.593168031917301*^9, 3.593168036995685*^9}}], Cell[CellGroupData[{ Cell[BoxData["solucao"], "Input", CellChangeTimes->{{3.5931680917172146`*^9, 3.59316809240475*^9}}], Cell[BoxData[ RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "4.582384635697916`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.11931808841610356`"}]}]}], "}"}]], "Output", CellChangeTimes->{3.5931680930454073`*^9}] }, Open ]], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"ap", "/.", "solucao"}]], "Input", CellChangeTimes->{{3.593168183721936*^9, 3.5931681870971184`*^9}}], Cell[BoxData["4.582384635697916`"], "Output", CellChangeTimes->{3.5931681876440125`*^9}] }, Open ]], Cell["\<\ come\[CCedilla]ar com 100 replicas e ir aumetando aos poucos, se h\[AAcute] \ tempo!\ \>", "Text", CellChangeTimes->{{3.5931682328182344`*^9, 3.5931682522254925`*^9}}], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"replicas", "=", RowBox[{"Table", "[", RowBox[{ RowBox[{"solve", "[", RowBox[{"simulDados", "[", RowBox[{ RowBox[{"ap", "/.", "solucao"}], ",", RowBox[{"bp", "/.", "solucao"}], ",", "xexp"}], " ", "]"}], " ", "]"}], ",", RowBox[{"{", "100", "}"}]}], "]"}]}]], "Input", CellChangeTimes->{{3.5931645899505596`*^9, 3.593164687674356*^9}, { 3.5931648109463053`*^9, 3.5931648401821833`*^9}, {3.593164873543248*^9, 3.5931648908566585`*^9}, {3.5931680562779045`*^9, 3.5931680724974856`*^9}, { 3.593168105202309*^9, 3.593168129703539*^9}, {3.593168191612974*^9, 3.593168198722703*^9}}], Cell[BoxData[ RowBox[{"{", RowBox[{ RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "5.703683476800057`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.20019910685405715`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "5.068616789583162`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.13884415078827902`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "3.204898137974984`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.06512962907972886`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "5.096862484778656`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.1234790532312787`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "4.7969103279136105`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.10726542313046541`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "5.4247108212162205`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.1580924768224984`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "3.777637531113413`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.10960202870883314`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "4.868200230160593`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.13814595838705906`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "3.1784971598513376`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.060324170802774996`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "4.960167954408076`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.16000907861665276`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "4.570352000567765`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.10177578381447377`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "5.458727630609843`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.16330960165458613`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "2.671862106970575`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.029560113890301346`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "2.2420213781650613`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.009703858279192502`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "3.489533968128741`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.039974809088040054`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "1.3279925926197493`"}], ",", RowBox[{"bp", "\[Rule]", "0.01267607607460815`"}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "1.9045401364631251`"}], ",", RowBox[{"bp", "\[Rule]", "0.0017816142452364793`"}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "3.058035563247517`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.023407327743109014`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "4.84789018492277`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.1201562262120416`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "5.815327593381541`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.1927204104530563`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "5.7486141034700395`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.19587103262000213`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "1.552934891222336`"}], ",", RowBox[{"bp", "\[Rule]", "0.02754405993392778`"}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "0.5319577622395901`"}], ",", RowBox[{"bp", "\[Rule]", "0.055704985824887025`"}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "7.701140271455335`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.26762920386245054`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "3.333743276181399`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.08898612303683238`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "4.201968733277075`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.10551182342038243`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "7.387935916612666`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.2811046441412252`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "2.99593204757262`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.06396929986879027`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "1.915313144770482`"}], ",", RowBox[{"bp", "\[Rule]", "0.0011992894718658338`"}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "3.2430217197326834`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.05029847133690181`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "3.511360434218673`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.08169515860641474`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "1.6567278513719268`"}], ",", RowBox[{"bp", "\[Rule]", "0.025312008033949895`"}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "6.863102360453137`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.2392217492136831`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "1.154085438685906`"}], ",", RowBox[{"bp", "\[Rule]", "0.015319706016978052`"}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "6.1789190853857345`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.19210373434517483`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "2.754769140088285`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.030663196761528923`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "0.5921211194167646`"}], ",", RowBox[{"bp", "\[Rule]", "0.08961507462612084`"}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "4.181607677485765`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.11792473932355484`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "4.376354858496515`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.09128945181062241`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "6.29575764463181`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.19504095376388164`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "6.137434234486786`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.15607752618847495`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "5.561218747650306`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.1958766890621787`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "4.67046770942599`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.13421447077978327`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "6.46294725540217`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.18718633812984703`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "6.135065531790437`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.1998684071238074`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "1.938099468275739`"}], ",", RowBox[{"bp", "\[Rule]", "0.013481109822933018`"}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "5.208586653747492`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.14303171101337794`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "5.610436526890203`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.19515873118325422`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "1.811598504078575`"}], ",", RowBox[{"bp", "\[Rule]", "0.016940621401158117`"}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "4.990006116371853`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.13459492520928934`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "6.242046088493477`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.17524573451316092`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "5.692812487879085`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.16582770204751807`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "4.863647419691075`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.1041160767400581`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "4.753346328663541`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.11166736911694816`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "7.153934044983406`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.2110234618909949`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "6.580008537973191`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.21040586691746976`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "4.6082986523493235`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.11734046769455803`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "3.8549292317108526`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.09688806657896501`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "6.115502652355282`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.20218933255974497`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "2.13421204265046`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.03428173203515999`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "6.282236652904623`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.21120198123808773`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "2.91402158500442`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.015622788378617306`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "5.657213852549554`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.18079534338105693`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "3.769577653544105`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.08551771100238405`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "4.212242652922539`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.13647257583365077`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "5.0410352089309125`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.13397487615842768`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "7.261077985444098`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.2505988100240053`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "3.7296054914850068`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.07660029683702742`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "4.120518220828855`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.10786584977453272`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "3.476623930296892`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.07643913136739958`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "3.311820767567599`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.057395717165816165`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "5.291964408955292`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.14416023832190766`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "5.38278383381507`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.16596128831432808`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "4.6357890359725`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.1120696776201351`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "6.4046172860078485`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.20768201545988368`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "6.758317034394214`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.20653065050779534`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "2.985507380561272`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.04989229084114984`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "4.176578886394626`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.08724750737268251`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "4.820266137344802`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.15920357499161092`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "6.512965665791786`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.25070084679955595`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "4.076443665055939`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.12237533324626697`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "3.789782923533881`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.10350177965048005`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "2.319823687151007`"}], ",", RowBox[{"bp", "\[Rule]", "0.009739260153999618`"}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "5.800831553972399`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.16828819210661616`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "2.029725962977628`"}], ",", RowBox[{"bp", "\[Rule]", "0.00514994794715525`"}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "6.0196008367055285`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.17335680198408265`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "3.7391545894165112`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.06360295077927089`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "5.3015634970919265`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.17508451335632033`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "4.3023776607433675`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.10418257625639822`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "4.445597500642369`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.11530256760229018`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "2.155723622406772`"}], ",", RowBox[{"bp", "\[Rule]", "0.015231155545579895`"}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "2.816372589249366`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.0069660859053711395`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "5.541450594247882`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.1880513834728585`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "4.288436170506334`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.11356411732466672`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "4.450277467313116`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.10879878201692521`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "0.9276375136218189`"}], ",", RowBox[{"bp", "\[Rule]", "0.030938512777198977`"}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "3.0555279238973956`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.08746096885931867`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "6.145015738010355`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.2071630128654246`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "4.4512937703514694`"}], ",", RowBox[{"bp", "\[Rule]", RowBox[{"-", "0.11898885245143082`"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"ap", "\[Rule]", "1.4978875706347654`"}], ",", RowBox[{"bp", "\[Rule]", "0.07106013131703971`"}]}], "}"}]}], "}"}]], "Output", CellChangeTimes->{{3.5931648326036377`*^9, 3.5931648462918406`*^9}, 3.5931648968256836`*^9, 3.593168088810815*^9, {3.5931681789873157`*^9, 3.593168205910574*^9}}] }, Open ]], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"Mean", "[", RowBox[{ RowBox[{"{", RowBox[{"ap", ",", "bp"}], "}"}], "/.", "replicas"}], "]"}]], "Input", CellChangeTimes->{{3.5931648559485955`*^9, 3.5931648632146144`*^9}, { 3.5931649027791243`*^9, 3.5931649340932274`*^9}}], Cell[BoxData[ RowBox[{"{", RowBox[{"4.320677222887606`", ",", RowBox[{"-", "0.10898930934527608`"}]}], "}"}]], "Output", CellChangeTimes->{{3.5931649066230617`*^9, 3.593164934702636*^9}, 3.5931682126609187`*^9}] }, Open ]], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{ RowBox[{"StandardDeviation", "[", RowBox[{ RowBox[{"{", RowBox[{"ap", ",", "bp"}], "}"}], "/.", "replicas"}], "]"}], "/", RowBox[{"Sqrt", "[", "100", "]"}]}]], "Input", CellChangeTimes->{{3.593165093335798*^9, 3.59316510719586*^9}}], Cell[BoxData[ RowBox[{"{", RowBox[{"0.16854059782436534`", ",", "0.00821151113409769`"}], "}"}]], "Output", CellChangeTimes->{{3.593165099789234*^9, 3.5931651075709033`*^9}, 3.5931682160829706`*^9}] }, Open ]], Cell["\<\ n\[ATilde]o d\[AAcute] para ter certeza que \[EAcute] tendencioso, valores \ conferem em menos que 2 desvios padroes... tentar 1000 repeticoes\ \>", "Text", CellChangeTimes->{{3.5931682672731256`*^9, 3.593168326619902*^9}}], Cell[BoxData[ RowBox[{ RowBox[{"replicas", "=", RowBox[{"Table", "[", RowBox[{ RowBox[{"solve", "[", RowBox[{"simulDados", "[", RowBox[{"4.6", ",", RowBox[{"-", "0.115"}], ",", "xexp"}], " ", "]"}], " ", "]"}], ",", RowBox[{"{", "1000", "}"}]}], "]"}]}], ";"}]], "Input", CellChangeTimes->{{3.5931652129557066`*^9, 3.5931652281284018`*^9}, 3.593165322539451*^9}], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"Mean", "[", RowBox[{ RowBox[{"{", RowBox[{"ap", ",", "bp"}], "}"}], "/.", "replicas"}], "]"}]], "Input", CellChangeTimes->{{3.593165238082024*^9, 3.593165245269873*^9}}], Cell[BoxData[ RowBox[{"{", RowBox[{"4.617787619613318`", ",", RowBox[{"-", "0.11414730376288189`"}]}], "}"}]], "Output", CellChangeTimes->{3.5931652464261713`*^9, 3.593165721403669*^9, 3.5931684808934336`*^9}] }, Open ]], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"desvio", "=", RowBox[{"StandardDeviation", "[", RowBox[{ RowBox[{"{", RowBox[{"ap", ",", "bp"}], "}"}], "/.", "replicas"}], "]"}]}]], "Input"], Cell[BoxData[ RowBox[{"{", RowBox[{"1.7314403977484945`", ",", "0.08778203435135602`"}], "}"}]], "Output", CellChangeTimes->{3.5931686653247743`*^9}] }, Open ]], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"desvio", "/", RowBox[{"Sqrt", "[", "1000", "]"}]}]], "Input", CellChangeTimes->{{3.5931652729588127`*^9, 3.5931653067886486`*^9}, 3.593165733888708*^9, {3.5931686707313275`*^9, 3.593168672106372*^9}}], Cell[BoxData[ RowBox[{"{", RowBox[{"0.054752952897131175`", ",", "0.0027759116619342646`"}], "}"}]], "Output", CellChangeTimes->{{3.593165278021574*^9, 3.593165306991778*^9}, { 3.593165727091459*^9, 3.593165734873109*^9}, 3.5931684956129403`*^9, 3.5931686727782803`*^9}] }, Open ]], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"diferenca", "=", RowBox[{ RowBox[{"(", RowBox[{ RowBox[{"{", RowBox[{"ap", ",", "bp"}], "}"}], "/.", "solucao"}], ")"}], "-", RowBox[{"Mean", "[", RowBox[{ RowBox[{"{", RowBox[{"ap", ",", "bp"}], "}"}], "/.", "replicas"}], "]"}]}]}]], "Input", CellChangeTimes->{{3.5931685014413643`*^9, 3.593168616478546*^9}}], Cell[BoxData[ RowBox[{"{", RowBox[{ RowBox[{"-", "0.035402983915401975`"}], ",", RowBox[{"-", "0.005170784653221669`"}]}], "}"}]], "Output", CellChangeTimes->{{3.593168535411858*^9, 3.593168617181679*^9}}] }, Open ]], Cell["\<\ Conclus\[ATilde]o: parece que os par\[AHat]metros est\[ATilde]o ligeiramente \ superestimados, mas a tendenciosidade \[EAcute] muito menor queos \ desvios-padr\[OTilde]es do resultado, de modo que n\[ATilde]o vale a pena \ corrigir.\ \>", "Text", CellChangeTimes->{{3.5931686941856403`*^9, 3.59316876459552*^9}, { 3.593169924913869*^9, 3.593169928648432*^9}}] }, Open ]] }, Open ]], Cell[CellGroupData[{ Cell["\<\ Tendenciosidade muito menor que incerteza, resultdao\ \>", "Section", CellChangeTimes->{{3.5931661769583254`*^9, 3.5931661881932735`*^9}, { 3.593168782268285*^9, 3.5931687837839785`*^9}}], Cell["a = 4,6(17) e b = -0,12(9)", "Text", CellChangeTimes->{{3.5931662149915276`*^9, 3.5931662466493692`*^9}, { 3.593168792768838*^9, 3.5931687933001003`*^9}, {3.5931700606708293`*^9, 3.59317006103021*^9}}], Cell[CellGroupData[{ Cell["\<\ Comparando com MMQ, j\[AAcute] que a fun\[CCedilla]\[ATilde]o \[EAcute] linear\ \>", "Subsection", CellChangeTimes->{{3.5931688080821285`*^9, 3.593168822379716*^9}}], Cell["\<\ ESSENCIAL evitar pesos nulos no MMQ\ \>", "Text", CellChangeTimes->{{3.593168972324934*^9, 3.593168979747182*^9}}], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"pesos", "=", RowBox[{"1", "/", RowBox[{"(", RowBox[{ RowBox[{"dados", "[", RowBox[{"[", RowBox[{"All", ",", "2"}], "]"}], "]"}], "/.", RowBox[{ RowBox[{"x_", "/;", RowBox[{"x", "<", "1"}]}], "\[Rule]", "1"}]}], ")"}]}]}]], "Input", CellChangeTimes->{{3.593168881445238*^9, 3.5931688831797137`*^9}, { 3.593168934682357*^9, 3.593168958386692*^9}}], Cell[BoxData[ RowBox[{"{", RowBox[{"1", ",", FractionBox["1", "3"], ",", FractionBox["1", "4"], ",", FractionBox["1", "5"], ",", FractionBox["1", "6"], ",", FractionBox["1", "5"], ",", "1", ",", FractionBox["1", "3"], ",", FractionBox["1", "2"], ",", "1", ",", "1", ",", "1", ",", FractionBox["1", "2"], ",", FractionBox["1", "2"], ",", "1", ",", FractionBox["1", "3"]}], "}"}]], "Output", CellChangeTimes->{3.5931689594023933`*^9}] }, Open ]], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"mmqIncompleto", "=", RowBox[{"LinearModelFit", "[", RowBox[{"dados", ",", RowBox[{"{", "x", "}"}], ",", "x", ",", RowBox[{"Weights", "\[Rule]", "pesos"}], ",", RowBox[{"VarianceEstimatorFunction", "\[Rule]", RowBox[{"(", RowBox[{"1", "&"}], ")"}]}]}], "]"}]}]], "Input", CellChangeTimes->{{3.5931688307238855`*^9, 3.5931688763512373`*^9}, { 3.5931689837786236`*^9, 3.593169011420686*^9}}], Cell[BoxData[ TagBox[ RowBox[{"FittedModel", "[", TagBox[ PanelBox[ TagBox[ RowBox[{"1.6342363558548902`", "\[VeryThinSpace]", "-", RowBox[{"0.012404841887866556`", " ", "x"}]}], Short[#, 2]& ], FrameMargins->5], Editable -> False], "]"}], InterpretTemplate[ FittedModel[{ "Linear", { 1.6342363558548902`, -0.012404841887866556`}, {{$CellContext`x}, { 1, $CellContext`x}}, {0, 0}}, {{1., 0.3333333333333333, 0.25, 0.2, 0.16666666666666666`, 0.2, 1., 0.3333333333333333, 0.5, 1., 1., 1., 0.5, 0.5, 1., 0.3333333333333333}}, {{11, 0}, {12, 3}, {13, 4}, {14, 5}, {15, 6}, {16, 5}, {17, 0}, {18, 3}, {19, 2}, {20, 0}, {21, 1}, {22, 1}, {23, 2}, {24, 2}, {25, 1}, {26, 3}}, {{1., 11.}, {1., 12.}, {1., 13.}, {1., 14.}, {1., 15.}, {1., 16.}, {1., 17.}, {1., 18.}, {1., 19.}, {1., 20.}, { 1., 21.}, {1., 22.}, {1., 23.}, {1., 24.}, {1., 25.}, {1., 26.}}, Function[Null, Internal`LocalizedBlock[{$CellContext`x}, #], {HoldAll}], VarianceEstimatorFunction -> (1& )]& ], Editable->False, SelectWithContents->True, Selectable->True]], "Output", CellChangeTimes->{ 3.593168858569065*^9, {3.593168995326082*^9, 3.593169014686448*^9}}] }, Open ]], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"mmqIncompleto", "[", "\"\\"", "]"}]], "Input", CellChangeTimes->{{3.5931690173272095`*^9, 3.593169026983966*^9}}], Cell[BoxData[ StyleBox[ TagBox[GridBox[{ {"\<\"\"\>", "\<\"Estimate\"\>", "\<\"Standard Error\"\>", "\<\"t\ \[Hyphen]Statistic\"\>", "\<\"P\[Hyphen]Value\"\>"}, {"1", "1.6342363558548902`", "1.4373312333867396`", "1.1369935599355125`", "0.27462793304236743`"}, {"x", RowBox[{"-", "0.012404841887866556`"}], "0.07267234218460684`", RowBox[{"-", "0.17069550141035772`"}], "0.8669055682172944`"} }, AutoDelete->False, GridBoxAlignment->{"Columns" -> {{Left}}, "Rows" -> {{Automatic}}}, GridBoxDividers->{ "ColumnsIndexed" -> {2 -> GrayLevel[0.7]}, "RowsIndexed" -> {2 -> GrayLevel[0.7]}}, GridBoxItemSize->{"Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, GridBoxSpacings->{ "ColumnsIndexed" -> {2 -> 1}, "RowsIndexed" -> {2 -> 0.75}}], "Grid"], "DialogStyle", StripOnInput->False]], "Output", CellChangeTimes->{3.5931690280152597`*^9}] }, Open ]], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"abI", "=", RowBox[{ RowBox[{"mmqIncompleto", "[", "\"\\"", "]"}], "[", RowBox[{"[", RowBox[{"All", ",", "1"}], "]"}], "]"}]}]], "Input", CellChangeTimes->{{3.5931691564593806`*^9, 3.5931691820075665`*^9}, { 3.593169219174505*^9, 3.593169232018936*^9}}], Cell[BoxData[ RowBox[{"{", RowBox[{"1.6342363558548902`", ",", RowBox[{"-", "0.012404841887866556`"}]}], "}"}]], "Output", CellChangeTimes->{{3.593169160365799*^9, 3.5931691884854465`*^9}, { 3.593169224190385*^9, 3.593169232768945*^9}}] }, Open ]], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"Show", "[", RowBox[{"{", RowBox[{ RowBox[{"ErrorListPlot", "[", RowBox[{"Partition", "[", " ", RowBox[{ RowBox[{"Flatten", "[", RowBox[{"Transpose", "[", RowBox[{"{", RowBox[{"dados", ",", RowBox[{"Sqrt", "[", RowBox[{ RowBox[{ RowBox[{"abI", "[", RowBox[{"[", "1", "]"}], "]"}], "+", RowBox[{ RowBox[{"abI", "[", RowBox[{"[", "2", "]"}], "]"}], " ", RowBox[{"dados", "[", RowBox[{"[", RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}], "/.", "solucao"}], "]"}]}], "}"}], "]"}], "]"}], ",", "3"}], "]"}], " ", "]"}], ",", RowBox[{"Plot", "[", RowBox[{ RowBox[{ RowBox[{"abI", "[", RowBox[{"[", "1", "]"}], "]"}], "+", RowBox[{ RowBox[{"abI", "[", RowBox[{"[", "2", "]"}], "]"}], " ", "x"}]}], ",", RowBox[{"{", RowBox[{"x", ",", "9", ",", "26"}], "}"}]}], "]"}]}], "}"}], "]"}]], "Input", CellChangeTimes->{{3.5931692367223043`*^9, 3.5931693566346865`*^9}}], Cell[BoxData[ GraphicsBox[{{{}, {RGBColor[0.24720000000000014`, 0.24, 0.6], PointBox[{{11., 0.}, {12., 3.}, {13., 4.}, {14., 5.}, {15., 6.}, {16., 5.}, {17., 0.}, {18., 3.}, {19., 2.}, {20., 0.}, {21., 1.}, {22., 1.}, { 23., 2.}, {24., 2.}, {25., 1.}, {26., 3.}}], {{LineBox[{{11., 1.2238394891031905`}, { 11., -1.2238394891031905`}}], LineBox[{ Offset[{1.5, 0}, {11., 1.2238394891031905`}], Offset[{-1.5, 0}, {11., 1.2238394891031905`}]}], LineBox[{ Offset[{1.5, 0}, {11., -1.2238394891031905`}], Offset[{-1.5, 0}, {11., -1.2238394891031905`}]}]}, { LineBox[{{12., 4.21876094998178}, {12., 1.7812390500182198`}}], LineBox[{ Offset[{1.5, 0}, {12., 4.21876094998178}], Offset[{-1.5, 0}, {12., 4.21876094998178}]}], LineBox[{ Offset[{1.5, 0}, {12., 1.7812390500182198`}], Offset[{-1.5, 0}, {12., 1.7812390500182198`}]}]}, { LineBox[{{13., 5.2136611600082725`}, {13., 2.7863388399917275`}}], LineBox[{ Offset[{1.5, 0}, {13., 5.2136611600082725`}], Offset[{-1.5, 0}, {13., 5.2136611600082725`}]}], LineBox[{ Offset[{1.5, 0}, {13., 2.7863388399917275`}], Offset[{-1.5, 0}, {13., 2.7863388399917275`}]}]}, { LineBox[{{14., 6.208539850160001}, {14., 3.791460149839999}}], LineBox[{ Offset[{1.5, 0}, {14., 6.208539850160001}], Offset[{-1.5, 0}, {14., 6.208539850160001}]}], LineBox[{ Offset[{1.5, 0}, {14., 3.791460149839999}], Offset[{-1.5, 0}, {14., 3.791460149839999}]}]}, { LineBox[{{15., 7.203396745689838}, {15., 4.796603254310162}}], LineBox[{ Offset[{1.5, 0}, {15., 7.203396745689838}], Offset[{-1.5, 0}, {15., 7.203396745689838}]}], LineBox[{ Offset[{1.5, 0}, {15., 4.796603254310162}], Offset[{-1.5, 0}, {15., 4.796603254310162}]}]}, { LineBox[{{16., 6.198231565954188}, {16., 3.801768434045812}}], LineBox[{ Offset[{1.5, 0}, {16., 6.198231565954188}], Offset[{-1.5, 0}, {16., 6.198231565954188}]}], LineBox[{ Offset[{1.5, 0}, {16., 3.801768434045812}], Offset[{-1.5, 0}, {16., 3.801768434045812}]}]}, { LineBox[{{17., 1.193044024234294}, {17., -1.193044024234294}}], LineBox[{ Offset[{1.5, 0}, {17., 1.193044024234294}], Offset[{-1.5, 0}, {17., 1.193044024234294}]}], LineBox[{ Offset[{1.5, 0}, {17., -1.193044024234294}], Offset[{-1.5, 0}, {17., -1.193044024234294}]}]}, { LineBox[{{18., 4.187833827550509}, {18., 1.812166172449491}}], LineBox[{ Offset[{1.5, 0}, {18., 4.187833827550509}], Offset[{-1.5, 0}, {18., 4.187833827550509}]}], LineBox[{ Offset[{1.5, 0}, {18., 1.812166172449491}], Offset[{-1.5, 0}, {18., 1.812166172449491}]}]}, { LineBox[{{19., 3.1826006764692067`}, {19., 0.817399323530793}}], LineBox[{ Offset[{1.5, 0}, {19., 3.1826006764692067`}], Offset[{-1.5, 0}, {19., 3.1826006764692067`}]}], LineBox[{ Offset[{1.5, 0}, {19., 0.817399323530793}], Offset[{-1.5, 0}, {19., 0.817399323530793}]}]}, { LineBox[{{20., 1.1773442649019696`}, {20., -1.1773442649019696`}}], LineBox[{ Offset[{1.5, 0}, {20., 1.1773442649019696`}], Offset[{-1.5, 0}, {20., 1.1773442649019696`}]}], LineBox[{ Offset[{1.5, 0}, {20., -1.1773442649019696`}], Offset[{-1.5, 0}, {20., -1.1773442649019696`}]}]}, { LineBox[{{21., 2.172064279896667}, {21., -0.17206427989666695`}}], LineBox[{ Offset[{1.5, 0}, {21., 2.172064279896667}], Offset[{-1.5, 0}, {21., 2.172064279896667}]}], LineBox[{ Offset[{1.5, 0}, {21., -0.17206427989666695`}], Offset[{-1.5, 0}, {21., -0.17206427989666695`}]}]}, { LineBox[{{22., 2.166760401420029}, {22., -0.16676040142002857`}}], LineBox[{ Offset[{1.5, 0}, {22., 2.166760401420029}], Offset[{-1.5, 0}, {22., 2.166760401420029}]}], LineBox[{ Offset[{1.5, 0}, {22., -0.16676040142002857`}], Offset[{-1.5, 0}, {22., -0.16676040142002857`}]}]}, { LineBox[{{23., 3.161432302131278}, {23., 0.8385676978687224}}], LineBox[{ Offset[{1.5, 0}, {23., 3.161432302131278}], Offset[{-1.5, 0}, {23., 3.161432302131278}]}], LineBox[{ Offset[{1.5, 0}, {23., 0.8385676978687224}], Offset[{-1.5, 0}, {23., 0.8385676978687224}]}]}, { LineBox[{{24., 3.1560796471463775`}, {24., 0.8439203528536225}}], LineBox[{ Offset[{1.5, 0}, {24., 3.1560796471463775`}], Offset[{-1.5, 0}, {24., 3.1560796471463775`}]}], LineBox[{ Offset[{1.5, 0}, {24., 0.8439203528536225}], Offset[{-1.5, 0}, {24., 0.8439203528536225}]}]}, { LineBox[{{25., 2.1507020937924057`}, {25., -0.15070209379240573`}}], LineBox[{ Offset[{1.5, 0}, {25., 2.1507020937924057`}], Offset[{-1.5, 0}, {25., 2.1507020937924057`}]}], LineBox[{ Offset[{1.5, 0}, {25., -0.15070209379240573`}], Offset[{-1.5, 0}, {25., -0.15070209379240573`}]}]}, { LineBox[{{26., 4.145299291351549}, {26., 1.8547007086484513`}}], LineBox[{ Offset[{1.5, 0}, {26., 4.145299291351549}], Offset[{-1.5, 0}, {26., 4.145299291351549}]}], LineBox[{ Offset[{1.5, 0}, {26., 1.8547007086484513`}], Offset[{-1.5, 0}, {26., 1.8547007086484513`}]}]}}}, {}}, {{}, {}, {Hue[0.67, 0.6, 0.6], LineBox[CompressedData[" 1:eJwVzXtUjAkcxvFRhi4zZG3a4qimy4zaNKq5vC79fko5MzWW5NLluKZQdCEq yUZuZdOxdrvoSju7qSHbltkYIjVplYldpNhTKFlpmXnfd06jaWf/eM73fP56 nLclhu0wYzAYMtP+b9LCamsGg4OFXapludF6yHpVl1hrxkGXuvkJwSbnFTU+ Xs/kYH3ukRIzk+Vm6gsKKw52rlxOZ0Tpoe/JiGeULQcn7tyrj4/UQ/AR79Am Dw5ub/rDRbZRD/M0zWcS1nHQu6LX0iZcDx3JPezeyxxUJ5F//RCihw9NNQab GBdsPdi23o/Qw1iVq8pslituKu6/bMXTQ7t8bGpBsyuuDqxdKLLTQ7xihzgz xQ1nrvniAjVVD+8isoAz3x0T0luej2ppEFkE+HCfueN55nTztAEaIjXratX5 XLR1YEZtfEjDBn+W3pngoZ9EeiLpFg2cK3v4fR956NjPLZlbR4O6NXnpqvIF WHM6NNtYQkOgtq07eqUH5t3mFYlyaTjj2hbaafRAcURZoXkaDfWG2PKPNZ6Y w47YPT2Ohot/NvQd3P41lrop3MrDaditXl1RbO+F1u1Km7wAGlhbCoSprV7o kG398OoiGjLHM36/emgh6iqo1DhHGtoXW9hUc70xoZf37/oZNLzMxDB6wBvr D2jDeg0UxCbEsPeF8jG0NPXNtREKpKPpUeoqPp7s9w+5+4wC27EYxxAjH/O/ rSze0U5BV6BzV234IvQFyQ1spCDpJ6Z/ZM0i5J+oYaVUUzB+8rarmOmD4/yL wcJzFKSopOSnSB/cSg2s9cmmQLOvdsmL6z543rFZcmcvBQ4ivyDb2b7o2CNJ lEdTsEaWL/bY6YuSMqedrSEUJL5WVe2954v+XWcl+wgKMrpv6c46+OEju2Bj JM/03zZsNbnXD2+/axgssqNAtmzox7JOPzzg3Hx1F5MCO4smlr2TALtSpq9O 0ZHQsTZK35opwDHu6DP2IAmxn3q6Qh4LsJ62FwxoSBgrS4p15gmx4xtji1UL CZs7X+93zxGiwvqQQK0g4abEY4/FcyHyB/0P3yglgSEN6rMXiTBr3gVFQC4J 3htOsdLPidDt7ytspzQSQq6XchuHRRh/03K5II6EVUUnlE4rxJg58Tn6RTgJ 8GC5764SMXpGiEJVgSTMZbslT34Qo++yBfFaHxJedr9wbZMSOO14Q8pNJxLy X8XdjaskMG04R6aaScIlQ7DLUBWBi4s7diabrJztnhNziUCDlJXjZvJg4Oug rXICD1/5vvm7GSQIqrfcj6wj8GjqRe4mNgn9MREamZLAM+YtUyatSPAckr70 1RBY6WhoxGkkoHEB/NpD4JYe/x4dk4TwOZaV/McEco4dff+LyVnB6q1eTwis HrJ0mWXyI3ngG/d+AmsUXxUMmJOQEbf0vf1bAhuWCHcfnULC2SNzZUUjBO4f TT8uNLm6cFwx5x8CBRWqyncMErrVysTZHwhUmgU9DTPZmSfQsnQEqu6vXeEy qQMhfhmeRxKYdahw81OjDqQbtb9Z0gSCV19Gnsn7T107MG2cwLsF265pJ3Rw urLgaY6BwGMB8gc/m1yuTBSbTxC4QjcyHGVyg2ZVcbaRQKbcy9zG5I63XuOT kwS2b0ief++zDv4D3GlFaA== "]]}}}, AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948], Axes->True, AxesLabel->{None, None}, AxesOrigin->{11., 0}, Method->{}, PlotRange->{{11., 26.}, {0, 6.}}, PlotRangeClipping->True, PlotRangePadding->{{0.3, 0.3}, {0.12, 0.12}}]], "Output", CellChangeTimes->{{3.5931692696302137`*^9, 3.5931693035382032`*^9}, 3.593169357306587*^9}] }, Open ]], Cell["\<\ Esse resultado \[EAcute] muito ruim, mas ele vem da subestima\[CCedilla]\ \[ATilde]o da vari\[AHat]ncia por conta da assimetria da f.p. de Poisson. Por \ isso, fazemos outro ciclo...\ \>", "Text", CellChangeTimes->{{3.5931690374063773`*^9, 3.5931690949874763`*^9}}], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"pesos", " ", "=", " ", RowBox[{"1", "/", RowBox[{"(", RowBox[{ RowBox[{"abI", "[", RowBox[{"[", "1", "]"}], "]"}], "+", RowBox[{ RowBox[{"abI", "[", RowBox[{"[", "2", "]"}], "]"}], " ", RowBox[{"dados", "[", RowBox[{"[", RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}], ")"}]}]}]], "Input", CellChangeTimes->{{3.5931690983938804`*^9, 3.5931691035347595`*^9}, { 3.593169381667215*^9, 3.59316938887074*^9}}], Cell[BoxData[ RowBox[{"{", RowBox[{ "0.6676534160916053`", ",", "0.6732291911809909`", ",", "0.6788988805363841`", ",", "0.6846648770443196`", ",", "0.690529655580346`", ",", "0.696495776550919`", ",", "0.7025658896205038`", ",", "0.7087427376352867`", ",", "0.7150291607557024`", ",", "0.7214281008108581`", ",", "0.7279426058888797`", ",", "0.7345758351782323`", ",", "0.741331064076165`", ",", "0.74821168958164`", ",", "0.7552212359914001`", ",", "0.7623633609192426`"}], "}"}]], "Output", CellChangeTimes->{3.593169389948887*^9}] }, Open ]], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"mmqI1", "=", RowBox[{"LinearModelFit", "[", RowBox[{"dados", ",", RowBox[{"{", "x", "}"}], ",", "x", ",", RowBox[{"Weights", "\[Rule]", "pesos"}], ",", RowBox[{"VarianceEstimatorFunction", "\[Rule]", RowBox[{"(", RowBox[{"1", "&"}], ")"}]}]}], "]"}]}]], "Input", CellChangeTimes->{{3.5931694047465496`*^9, 3.5931694068560314`*^9}}], Cell[BoxData[ TagBox[ RowBox[{"FittedModel", "[", TagBox[ PanelBox[ TagBox[ RowBox[{"4.7191619459858725`", "\[VeryThinSpace]", "-", RowBox[{"0.12671145653977683`", " ", "x"}]}], Short[#, 2]& ], FrameMargins->5], Editable -> False], "]"}], InterpretTemplate[ FittedModel[{ "Linear", { 4.7191619459858725`, -0.12671145653977683`}, {{$CellContext`x}, { 1, $CellContext`x}}, {0, 0}}, {{0.6676534160916053, 0.6732291911809909, 0.6788988805363841, 0.6846648770443196, 0.690529655580346, 0.696495776550919, 0.7025658896205038, 0.7087427376352867, 0.7150291607557024, 0.7214281008108581, 0.7279426058888797, 0.7345758351782323, 0.741331064076165, 0.74821168958164, 0.7552212359914001, 0.7623633609192426}}, {{11, 0}, {12, 3}, {13, 4}, {14, 5}, {15, 6}, {16, 5}, {17, 0}, {18, 3}, {19, 2}, {20, 0}, {21, 1}, {22, 1}, {23, 2}, {24, 2}, {25, 1}, {26, 3}}, {{1., 11.}, {1., 12.}, {1., 13.}, {1., 14.}, {1., 15.}, {1., 16.}, {1., 17.}, {1., 18.}, {1., 19.}, { 1., 20.}, {1., 21.}, {1., 22.}, {1., 23.}, {1., 24.}, {1., 25.}, {1., 26.}}, Function[Null, Internal`LocalizedBlock[{$CellContext`x}, #], {HoldAll}], VarianceEstimatorFunction -> (1& )]& ], Editable->False, SelectWithContents->True, Selectable->True]], "Output", CellChangeTimes->{3.5931694152783427`*^9}] }, Open ]], Cell["\<\ mudou muito - iterar outra vez, com novos pesos\ \>", "Text", CellChangeTimes->{{3.5931694367794247`*^9, 3.5931694469205685`*^9}}], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"abI", "=", RowBox[{ RowBox[{"mmqI1", "[", "\"\\"", "]"}], "[", RowBox[{"[", RowBox[{"All", ",", "1"}], "]"}], "]"}]}]], "Input", CellChangeTimes->{{3.5931694649371395`*^9, 3.5931694674997616`*^9}}], Cell[BoxData[ RowBox[{"{", RowBox[{"4.7191619459858725`", ",", RowBox[{"-", "0.12671145653977683`"}]}], "}"}]], "Output", CellChangeTimes->{3.5931694684372897`*^9}] }, Open ]], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"pesos", " ", "=", " ", RowBox[{"1", "/", RowBox[{"(", RowBox[{ RowBox[{"abI", "[", RowBox[{"[", "1", "]"}], "]"}], "+", RowBox[{ RowBox[{"abI", "[", RowBox[{"[", "2", "]"}], "]"}], " ", RowBox[{"dados", "[", RowBox[{"[", RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}], ")"}]}]}]], "Input"], Cell[BoxData[ RowBox[{"{", RowBox[{ "0.30072149786977936`", ",", "0.31263438711169267`", ",", "0.3255300512837878`", ",", "0.33953533621364523`", ",", "0.3547998982678366`", ",", "0.37150157321208244`", ",", "0.3898533363656135`", ",", "0.41011243290147`", ",", "0.4325925109798863`", ",", "0.45767997672408395`", ",", "0.4858563904203358`", ",", "0.5177296781689731`", ",", "0.5540784913983113`", ",", "0.5959166637584784`", ",", "0.6445892558290107`", ",", "0.7019198538659022`"}], "}"}]], "Output", CellChangeTimes->{3.593169476109558*^9}] }, Open ]], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"mmqI2", "=", RowBox[{"LinearModelFit", "[", RowBox[{"dados", ",", RowBox[{"{", "x", "}"}], ",", "x", ",", RowBox[{"Weights", "\[Rule]", "pesos"}], ",", RowBox[{"VarianceEstimatorFunction", "\[Rule]", RowBox[{"(", RowBox[{"1", "&"}], ")"}]}]}], "]"}]}]], "Input", CellChangeTimes->{{3.593169485203786*^9, 3.5931694852819123`*^9}}], Cell[BoxData[ TagBox[ RowBox[{"FittedModel", "[", TagBox[ PanelBox[ TagBox[ RowBox[{"4.560934992861271`", "\[VeryThinSpace]", "-", RowBox[{"0.11815864826277114`", " ", "x"}]}], Short[#, 2]& ], FrameMargins->5], Editable -> False], "]"}], InterpretTemplate[ FittedModel[{ "Linear", { 4.560934992861271, -0.11815864826277114`}, {{$CellContext`x}, { 1, $CellContext`x}}, {0, 0}}, {{0.30072149786977936`, 0.31263438711169267`, 0.3255300512837878, 0.33953533621364523`, 0.3547998982678366, 0.37150157321208244`, 0.3898533363656135, 0.41011243290147, 0.4325925109798863, 0.45767997672408395`, 0.4858563904203358, 0.5177296781689731, 0.5540784913983113, 0.5959166637584784, 0.6445892558290107, 0.7019198538659022}}, {{11, 0}, { 12, 3}, {13, 4}, {14, 5}, {15, 6}, {16, 5}, {17, 0}, {18, 3}, {19, 2}, { 20, 0}, {21, 1}, {22, 1}, {23, 2}, {24, 2}, {25, 1}, {26, 3}}, {{1., 11.}, {1., 12.}, {1., 13.}, {1., 14.}, {1., 15.}, {1., 16.}, {1., 17.}, { 1., 18.}, {1., 19.}, {1., 20.}, {1., 21.}, {1., 22.}, {1., 23.}, {1., 24.}, {1., 25.}, {1., 26.}}, Function[Null, Internal`LocalizedBlock[{$CellContext`x}, #], {HoldAll}], VarianceEstimatorFunction -> (1& )]& ], Editable->False, SelectWithContents->True, Selectable->True]], "Output", CellChangeTimes->{3.5931694860475683`*^9}] }, Open ]], Cell["mais uma itera\[CCedilla]\[ATilde]o ...", "Text", CellChangeTimes->{{3.5931695812087126`*^9, 3.5931695909123354`*^9}}], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"abI", "=", RowBox[{ RowBox[{"mmqI2", "[", "\"\\"", "]"}], "[", RowBox[{"[", RowBox[{"All", ",", "1"}], "]"}], "]"}]}]], "Input", CellChangeTimes->{{3.593169516174125*^9, 3.5931695162678986`*^9}}], Cell[BoxData[ RowBox[{"{", RowBox[{"4.560934992861271`", ",", RowBox[{"-", "0.11815864826277114`"}]}], "}"}]], "Output", CellChangeTimes->{3.5931695169554048`*^9}] }, Open ]], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"mmqI3", "=", RowBox[{"LinearModelFit", "[", RowBox[{"dados", ",", RowBox[{"{", "x", "}"}], ",", "x", ",", RowBox[{"Weights", "\[Rule]", RowBox[{"1", "/", RowBox[{"(", RowBox[{ RowBox[{"abI", "[", RowBox[{"[", "1", "]"}], "]"}], "+", RowBox[{ RowBox[{"abI", "[", RowBox[{"[", "2", "]"}], "]"}], " ", RowBox[{"dados", "[", RowBox[{"[", RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}], ")"}]}]}], ",", RowBox[{"VarianceEstimatorFunction", "\[Rule]", RowBox[{"(", RowBox[{"1", "&"}], ")"}]}]}], "]"}]}]], "Input", CellChangeTimes->{ 3.593169536159521*^9, {3.5931696125384445`*^9, 3.593169612647845*^9}}], Cell[BoxData[ TagBox[ RowBox[{"FittedModel", "[", TagBox[ PanelBox[ TagBox[ RowBox[{"4.585588813113838`", "\[VeryThinSpace]", "-", RowBox[{"0.11949128719534263`", " ", "x"}]}], Short[#, 2]& ], FrameMargins->5], Editable -> False], "]"}], InterpretTemplate[ FittedModel[{ "Linear", { 4.585588813113838, -0.11949128719534263`}, {{$CellContext`x}, { 1, $CellContext`x}}, {0, 0}}, {{0.3066365474948718, 0.3181641962824294, 0.3305924393058869, 0.3440311047085488, 0.35860863549869804`, 0.37447620786532987`, 0.39181299346547077`, 0.410832954409509, 0.4317937183340425, 0.45500831638690153`, 0.48086092277648085`, 0.5098282832824097, 0.5425093854511509, 0.5796673219437202, 0.6222896228790197, 0.6716773176489296}}, {{11, 0}, {12, 3}, {13, 4}, {14, 5}, {15, 6}, {16, 5}, {17, 0}, {18, 3}, {19, 2}, {20, 0}, {21, 1}, {22, 1}, {23, 2}, {24, 2}, {25, 1}, {26, 3}}, {{1., 11.}, {1., 12.}, {1., 13.}, {1., 14.}, {1., 15.}, {1., 16.}, {1., 17.}, {1., 18.}, {1., 19.}, { 1., 20.}, {1., 21.}, {1., 22.}, {1., 23.}, {1., 24.}, {1., 25.}, {1., 26.}}, Function[Null, Internal`LocalizedBlock[{$CellContext`x}, #], {HoldAll}], VarianceEstimatorFunction -> (1& )]& ], Editable->False, SelectWithContents->True, Selectable->True]], "Output", CellChangeTimes->{3.593169541206649*^9, 3.5931696133978767`*^9}] }, Open ]], Cell["\<\ uma \[UAcute]ltima itera\[CCedilla]\[ATilde]o, por desencargo de \ consci\[EHat]ncia...\ \>", "Text", CellChangeTimes->{3.5931695738177032`*^9}], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"abI", "=", RowBox[{ RowBox[{"mmqI3", "[", "\"\\"", "]"}], "[", RowBox[{"[", RowBox[{"All", ",", "1"}], "]"}], "]"}]}]], "Input", CellChangeTimes->{{3.593169564723508*^9, 3.593169568645568*^9}, { 3.5931696057412167`*^9, 3.5931696166949263`*^9}}], Cell[BoxData[ RowBox[{"{", RowBox[{"4.585588813113838`", ",", RowBox[{"-", "0.11949128719534263`"}]}], "}"}]], "Output", CellChangeTimes->{3.593169617288677*^9}] }, Open ]], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"mmq", "=", RowBox[{"LinearModelFit", "[", RowBox[{"dados", ",", RowBox[{"{", "x", "}"}], ",", "x", ",", RowBox[{"Weights", "\[Rule]", RowBox[{"1", "/", RowBox[{"(", RowBox[{ RowBox[{"abI", "[", RowBox[{"[", "1", "]"}], "]"}], "+", RowBox[{ RowBox[{"abI", "[", RowBox[{"[", "2", "]"}], "]"}], " ", RowBox[{"dados", "[", RowBox[{"[", RowBox[{"All", ",", "1"}], "]"}], "]"}]}]}], ")"}]}]}], ",", RowBox[{"VarianceEstimatorFunction", "\[Rule]", RowBox[{"(", RowBox[{"1", "&"}], ")"}]}]}], "]"}]}]], "Input", CellChangeTimes->{{3.5931696311487923`*^9, 3.593169631320676*^9}}], Cell[BoxData[ TagBox[ RowBox[{"FittedModel", "[", TagBox[ PanelBox[ TagBox[ RowBox[{"4.58190232960259`", "\[VeryThinSpace]", "-", RowBox[{"0.11929201781635629`", " ", "x"}]}], Short[#, 2]& ], FrameMargins->5], Editable -> False], "]"}], InterpretTemplate[ FittedModel[{ "Linear", { 4.58190232960259, -0.11929201781635629`}, {{$CellContext`x}, { 1, $CellContext`x}}, {0, 0}}, {{0.30569964883757933`, 0.3172897498670477, 0.3297933230559506, 0.3433227914753668, 0.3580098156067524, 0.3740095920266624, 0.3915063586875358, 0.41072052131177156`, 0.43191798656364444`, 0.4554225426339631, 0.48163251490666, 0.5110435241198981, 0.5442801252258296, 0.5821406511845306, 0.6256621722071821, 0.6762169480329291}}, {{11, 0}, { 12, 3}, {13, 4}, {14, 5}, {15, 6}, {16, 5}, {17, 0}, {18, 3}, {19, 2}, { 20, 0}, {21, 1}, {22, 1}, {23, 2}, {24, 2}, {25, 1}, {26, 3}}, {{1., 11.}, {1., 12.}, {1., 13.}, {1., 14.}, {1., 15.}, {1., 16.}, {1., 17.}, { 1., 18.}, {1., 19.}, {1., 20.}, {1., 21.}, {1., 22.}, {1., 23.}, {1., 24.}, {1., 25.}, {1., 26.}}, Function[Null, Internal`LocalizedBlock[{$CellContext`x}, #], {HoldAll}], VarianceEstimatorFunction -> (1& )]& ], Editable->False, SelectWithContents->True, Selectable->True]], "Output", CellChangeTimes->{3.5931696375553427`*^9}] }, Open ]], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"mmq", "[", "\"\\"", "]"}]], "Input", CellChangeTimes->{{3.593169647805869*^9, 3.593169655306281*^9}}], Cell[BoxData[ StyleBox[ TagBox[GridBox[{ {"\<\"\"\>", "\<\"Estimate\"\>", "\<\"Standard Error\"\>", "\<\"t\ \[Hyphen]Statistic\"\>", "\<\"P\[Hyphen]Value\"\>"}, {"1", "4.58190232960259`", "1.6460155536962546`", "2.783632462836439`", "0.014644398543409745`"}, {"x", RowBox[{"-", "0.11929201781635629`"}], "0.08170223513953269`", RowBox[{"-", "1.4600826723115594`"}], "0.1663423054962182`"} }, AutoDelete->False, GridBoxAlignment->{"Columns" -> {{Left}}, "Rows" -> {{Automatic}}}, GridBoxDividers->{ "ColumnsIndexed" -> {2 -> GrayLevel[0.7]}, "RowsIndexed" -> {2 -> GrayLevel[0.7]}}, GridBoxItemSize->{"Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, GridBoxSpacings->{ "ColumnsIndexed" -> {2 -> 1}, "RowsIndexed" -> {2 -> 0.75}}], "Grid"], "DialogStyle", StripOnInput->False]], "Output", CellChangeTimes->{3.5931696557906537`*^9}] }, Open ]], Cell["\<\ compare com resultado da m\[AAcute]xima verossimilhan\[CCedilla]a: a = \ 4,6(17) e b = -0,12(9)\ \>", "Text", CellChangeTimes->{{3.5931696720102654`*^9, 3.5931696886829967`*^9}, { 3.5931700497015014`*^9, 3.5931700501390424`*^9}}], Cell["\<\ Assim, NESTE caso em que a fun\[CCedilla]\[ATilde]o \[EAcute] linear nos par\ \[AHat]metros, o mmq se sai muito bem, DESDE QUE se refa\[CCedilla]a os c\ \[AAcute]lculos com pesos deduzidos dos valores ajustados, em um processo \ iterativo, at\[EAcute] a converg\[EHat]ncia. Usar Sqrt[ n experimental ] para \ o desvio-padr\[ATilde]o de uma grandeza com f.p. Poisson \[EAcute] uma \ aproxima\[CCedilla]\[ATilde]o inadequada quando n < 10 e muito ruim quando n \ ~ 1.\ \>", "Text", CellChangeTimes->{{3.5931697084808683`*^9, 3.5931698299714966`*^9}, { 3.5931699403833914`*^9, 3.5931700372165065`*^9}}] }, Open ]] }, Open ]] }, Open ]] }, WindowSize->{1350, 631}, WindowMargins->{{0, Automatic}, {Automatic, 0}}, Magnification->1.4000000953674316`, FrontEndVersion->"9.0 for Microsoft Windows (64-bit) (January 25, 2013)", StyleDefinitions->"Default.nb" ] (* End of Notebook Content *) (* Internal cache information *) (*CellTagsOutline CellTagsIndex->{} *) (*CellTagsIndex CellTagsIndex->{} *) (*NotebookFileOutline Notebook[{ Cell[CellGroupData[{ Cell[579, 22, 221, 4, 110, "Subtitle"], Cell[CellGroupData[{ Cell[825, 30, 231, 4, 156, "Section"], Cell[CellGroupData[{ Cell[1081, 38, 213, 4, 48, "Subsubsection"], Cell[CellGroupData[{ Cell[1319, 46, 1072, 35, 70, "Input"], Cell[2394, 83, 1108, 36, 67, "Output"] }, Open ]], Cell[CellGroupData[{ Cell[3539, 124, 131, 2, 42, "Input"], Cell[3673, 128, 648, 15, 348, "Output"] }, Open ]], Cell[4336, 146, 149, 2, 42, "Input"], Cell[4488, 150, 1274, 33, 97, "Input"], Cell[CellGroupData[{ Cell[5787, 187, 147, 2, 42, "Input"], Cell[5937, 191, 4770, 82, 332, "Output"] }, Open ]] }, Open ]] }, Open ]], Cell[CellGroupData[{ Cell[10768, 280, 203, 2, 109, "Section"], Cell[10974, 284, 759, 24, 42, "Input"], Cell[CellGroupData[{ Cell[11758, 312, 473, 12, 42, "Input"], Cell[12234, 326, 176518, 2947, 506, "Output"] }, Open ]], Cell[CellGroupData[{ Cell[188789, 3278, 734, 17, 42, "Input"], Cell[189526, 3297, 6077, 165, 292, "Output"] }, Open ]], Cell[CellGroupData[{ Cell[195640, 3467, 188, 3, 42, "Input"], Cell[195831, 3472, 21207, 602, 383, "Output"] }, Open ]], Cell[CellGroupData[{ Cell[217075, 4079, 524, 14, 42, "Input"], Cell[217602, 4095, 282, 5, 41, "Output"] }, Open ]], Cell[CellGroupData[{ Cell[217921, 4105, 534, 14, 42, "Input"], Cell[218458, 4121, 5632, 155, 267, "Output"] }, Open ]], Cell[CellGroupData[{ Cell[224127, 4281, 138, 2, 42, "Input"], Cell[224268, 4285, 20415, 580, 325, "Output"] }, Open ]], Cell[CellGroupData[{ Cell[244720, 4870, 538, 14, 42, "Input"], Cell[245261, 4886, 12845, 347, 692, "Output"] }, Open ]], Cell[CellGroupData[{ Cell[258143, 5238, 137, 2, 42, "Input"], Cell[258283, 5242, 46584, 1320, 557, "Output"] }, Open ]], Cell[304882, 6565, 193, 4, 42, "Text"], Cell[CellGroupData[{ Cell[305100, 6573, 661, 18, 42, "Input"], Cell[305764, 6593, 91741, 1531, 513, "Output"] }, Open ]] }, Open ]], Cell[CellGroupData[{ Cell[397554, 8130, 132, 1, 109, "Section"], Cell[CellGroupData[{ Cell[397711, 8135, 585, 17, 42, "Input"], Cell[398299, 8154, 1277, 43, 111, "Output"] }, Open ]], Cell[CellGroupData[{ Cell[399613, 8202, 748, 23, 42, "Input"], Cell[400364, 8227, 1259, 42, 111, "Output"] }, Open ]], Cell[CellGroupData[{ Cell[401660, 8274, 1265, 29, 97, "Input"], Cell[402928, 8305, 2411, 66, 117, "Output"] }, Open ]], Cell[405354, 8374, 164, 3, 42, "Text"], Cell[CellGroupData[{ Cell[405543, 8381, 441, 12, 42, "Input"], Cell[405987, 8395, 1577, 34, 92, "Output"] }, Open ]], Cell[CellGroupData[{ Cell[407601, 8434, 481, 13, 42, "Input"], Cell[408085, 8449, 11006, 281, 512, "Output"] }, Open ]], Cell[419106, 8733, 210, 4, 42, "Text"], Cell[CellGroupData[{ Cell[419341, 8741, 182, 4, 42, "Input"], Cell[419526, 8747, 235, 6, 41, "Output"] }, Open ]], Cell[CellGroupData[{ Cell[419798, 8758, 77, 1, 42, "Input"], Cell[419878, 8761, 4689, 80, 332, "Output"] }, Open ]], Cell[CellGroupData[{ Cell[424604, 8846, 498, 14, 42, "Input"], Cell[425105, 8862, 6778, 134, 333, "Output"] }, Open ]], Cell[431898, 8999, 182, 4, 42, "Text"], Cell[CellGroupData[{ Cell[432105, 9007, 1004, 29, 70, "Input"], Cell[433112, 9038, 7834, 159, 348, "Output"] }, Open ]], Cell[CellGroupData[{ Cell[440983, 9202, 493, 15, 42, "Input"], Cell[441479, 9219, 732, 15, 67, "Output"] }, Open ]], Cell[CellGroupData[{ Cell[442248, 9239, 269, 9, 42, "Input"], Cell[442520, 9250, 737, 15, 67, "Output"] }, Open ]], Cell[CellGroupData[{ Cell[443294, 9270, 208, 4, 48, "Subsubsection"], Cell[CellGroupData[{ Cell[443527, 9278, 696, 19, 42, "Input"], Cell[444226, 9299, 968, 20, 319, "Output"] }, Open ]], Cell[CellGroupData[{ Cell[445231, 9324, 142, 3, 42, "Input"], Cell[445376, 9329, 78, 1, 41, "Output"] }, Open ]], Cell[445469, 9333, 146, 3, 42, "Text"], Cell[CellGroupData[{ Cell[445640, 9340, 708, 22, 42, "Input"], Cell[446351, 9364, 1330, 26, 319, "Output"] }, Open ]] }, Open ]] }, Open ]], Cell[CellGroupData[{ Cell[447742, 9397, 231, 5, 109, "Section"], Cell[447976, 9404, 483, 14, 42, "Input"], Cell[CellGroupData[{ Cell[448484, 9422, 548, 14, 42, "Input"], Cell[449035, 9438, 1127, 36, 67, "Output"] }, Open ]], Cell[CellGroupData[{ Cell[450199, 9479, 202, 4, 60, "Subsection"], Cell[450404, 9485, 163, 3, 42, "Text"], Cell[450570, 9490, 571, 17, 42, "Input"], Cell[451144, 9509, 783, 24, 42, "Input"], Cell[451930, 9535, 103, 1, 42, "Text"], Cell[CellGroupData[{ Cell[452058, 9540, 1399, 32, 124, "Input"], Cell[453460, 9574, 2542, 70, 142, "Output"] }, Open ]], Cell[456017, 9647, 206, 2, 51, "Text"], Cell[CellGroupData[{ Cell[456248, 9653, 454, 12, 42, "Input"], Cell[456705, 9667, 1700, 37, 92, "Output"] }, Open ]], Cell[CellGroupData[{ Cell[458442, 9709, 234, 6, 42, "Input"], Cell[458679, 9717, 178, 4, 41, "Output"] }, Open ]], Cell[458872, 9724, 149, 3, 42, "Text"], Cell[CellGroupData[{ Cell[459046, 9731, 349, 9, 42, "Input"], Cell[459398, 9742, 191, 4, 41, "Output"] }, Open ]], Cell[CellGroupData[{ Cell[459626, 9751, 477, 12, 42, "Input"], Cell[460106, 9765, 313, 8, 41, "Output"] }, Open ]], Cell[CellGroupData[{ Cell[460456, 9778, 176, 3, 48, "Subsubsection"], Cell[460635, 9783, 1707, 47, 151, "Input"], Cell[CellGroupData[{ Cell[462367, 9834, 192, 3, 42, "Input"], Cell[462562, 9839, 307, 8, 41, "Output"] }, Open ]] }, Open ]], Cell[CellGroupData[{ Cell[462918, 9853, 128, 1, 48, "Subsubsection"], Cell[463049, 9856, 147, 3, 42, "Text"], Cell[CellGroupData[{ Cell[463221, 9863, 200, 5, 42, "Input"], Cell[463424, 9870, 304, 6, 41, "Output"] }, Open ]], Cell[463743, 9879, 196, 4, 42, "Text"], Cell[463942, 9885, 685, 20, 42, "Input"], Cell[CellGroupData[{ Cell[464652, 9909, 186, 4, 42, "Input"], Cell[464841, 9915, 1081, 35, 67, "Output"] }, Open ]] }, Open ]] }, Open ]], Cell[CellGroupData[{ Cell[465983, 9957, 101, 1, 60, "Subsection"], Cell[CellGroupData[{ Cell[466109, 9962, 100, 1, 42, "Input"], Cell[466212, 9965, 235, 6, 41, "Output"] }, Open ]], Cell[CellGroupData[{ Cell[466484, 9976, 125, 2, 42, "Input"], Cell[466612, 9980, 89, 1, 41, "Output"] }, Open ]], Cell[466716, 9984, 178, 4, 42, "Text"], Cell[CellGroupData[{ Cell[466919, 9992, 660, 15, 42, "Input"], Cell[467582, 10009, 18221, 491, 867, "Output"] }, Open ]], Cell[CellGroupData[{ Cell[485840, 10505, 262, 6, 42, "Input"], Cell[486105, 10513, 224, 5, 41, "Output"] }, Open ]], Cell[CellGroupData[{ Cell[486366, 10523, 276, 7, 42, "Input"], Cell[486645, 10532, 210, 5, 41, "Output"] }, Open ]], Cell[486870, 10540, 234, 4, 42, "Text"], Cell[487107, 10546, 414, 11, 42, "Input"], Cell[CellGroupData[{ Cell[487546, 10561, 205, 5, 42, "Input"], Cell[487754, 10568, 221, 5, 41, "Output"] }, Open ]], Cell[CellGroupData[{ Cell[488012, 10578, 183, 5, 42, "Input"], Cell[488198, 10585, 157, 4, 41, "Output"] }, Open ]], Cell[CellGroupData[{ Cell[488392, 10594, 232, 4, 42, "Input"], Cell[488627, 10600, 285, 6, 41, "Output"] }, Open ]], Cell[CellGroupData[{ Cell[488949, 10611, 384, 12, 42, "Input"], Cell[489336, 10625, 217, 5, 41, "Output"] }, Open ]], Cell[489568, 10633, 372, 7, 70, "Text"] }, Open ]] }, Open ]], Cell[CellGroupData[{ Cell[489989, 10646, 200, 4, 109, "Section"], Cell[490192, 10652, 215, 3, 42, "Text"], Cell[CellGroupData[{ Cell[490432, 10659, 176, 3, 60, "Subsection"], Cell[490611, 10664, 125, 3, 42, "Text"], Cell[CellGroupData[{ Cell[490761, 10671, 424, 12, 42, "Input"], Cell[491188, 10685, 477, 13, 60, "Output"] }, Open ]], Cell[CellGroupData[{ Cell[491702, 10703, 450, 10, 42, "Input"], Cell[492155, 10715, 1239, 29, 68, "Output"] }, Open ]], Cell[CellGroupData[{ Cell[493431, 10749, 155, 2, 42, "Input"], Cell[493589, 10753, 924, 21, 95, "Output"] }, Open ]], Cell[CellGroupData[{ Cell[494550, 10779, 318, 7, 42, "Input"], Cell[494871, 10788, 247, 5, 41, "Output"] }, Open ]], Cell[CellGroupData[{ Cell[495155, 10798, 1200, 35, 97, "Input"], Cell[496358, 10835, 7759, 158, 348, "Output"] }, Open ]], Cell[504132, 10996, 276, 5, 70, "Text"], Cell[CellGroupData[{ Cell[504433, 11005, 496, 14, 42, "Input"], Cell[504932, 11021, 569, 11, 67, "Output"] }, Open ]], Cell[CellGroupData[{ Cell[505538, 11037, 391, 9, 42, "Input"], Cell[505932, 11048, 1388, 32, 68, "Output"] }, Open ]], Cell[507335, 11083, 141, 3, 42, "Text"], Cell[CellGroupData[{ Cell[507501, 11090, 261, 6, 42, "Input"], Cell[507765, 11098, 173, 4, 41, "Output"] }, Open ]], Cell[CellGroupData[{ Cell[507975, 11107, 378, 12, 42, "Input"], Cell[508356, 11121, 577, 11, 67, "Output"] }, Open ]], Cell[CellGroupData[{ Cell[508970, 11137, 389, 9, 42, "Input"], Cell[509362, 11148, 1398, 32, 68, "Output"] }, Open ]], Cell[510775, 11183, 125, 1, 42, "Text"], Cell[CellGroupData[{ Cell[510925, 11188, 259, 6, 42, "Input"], Cell[511187, 11196, 172, 4, 41, "Output"] }, Open ]], Cell[CellGroupData[{ Cell[511396, 11205, 758, 21, 70, "Input"], Cell[512157, 11228, 1421, 32, 68, "Output"] }, Open ]], Cell[513593, 11263, 155, 4, 42, "Text"], Cell[CellGroupData[{ Cell[513773, 11271, 310, 7, 42, "Input"], Cell[514086, 11280, 170, 4, 41, "Output"] }, Open ]], Cell[CellGroupData[{ Cell[514293, 11289, 731, 20, 70, "Input"], Cell[515027, 11311, 1392, 32, 68, "Output"] }, Open ]], Cell[CellGroupData[{ Cell[516456, 11348, 143, 2, 42, "Input"], Cell[516602, 11352, 920, 21, 95, "Output"] }, Open ]], Cell[517537, 11376, 244, 5, 42, "Text"], Cell[517784, 11383, 612, 10, 97, "Text"] }, Open ]] }, Open ]] }, Open ]] } ] *) (* End of internal cache information *)