Logistic Function

Objective
[br]Understand how the logistic function models population growth with limited resources and explore how each parameter affects the graph.
Introduction
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[/img]
A. Initial Observations
[*][img]data:image/png;base64,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[/img][br][/*]
B. Comparing Growth Types
[img]data:image/png;base64,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[/img]
C. The Growth Rate
[img]data:image/png;base64,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[/img]
D. Deeper Exploration
[img]data:image/png;base64,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[/img]
E. Forming a Hypothesis
[img]data:image/png;base64,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[/img]
F. Reflection
[img]data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAA4IAAACOCAYAAABkI7aHAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAAFiUAABYlAUlSJPAAAGl8SURBVHhe7d15WBPX/j/wdyRQoiYBQUAEisqOiIIgbgii4IZYlG9BqkatpXVv61ZbsdrWakuVerl6XWrV6qVelVv1K1atolYUd3EDwV1EQAFBIAiB8/vjS+aXmQQERKvl83oenkfPmZkks5yZz8w5nxExxhgIIYQQQgghhDQbLYQFhBBCCCGEEEL+3igQJIQQQgghhJBmhgJBQgghhBBCCGlmKBAkhBBCCCGEkGaGAkFCCCGEEEIIaWYoECSEEEIIIYSQZoYCQUIIIYQQQghpZigQfE1FRUXB3NwcFy9eFFYR8pdJSUmBn58fZDIZbGxscPnyZeEkf0t0PDZcTk4OXFxcMGTIEJSWlgqrXztv2vd9URcvXoS5uTmioqKEVeQ1UVZWhoULF8Lc3BwymQwzZ84UTkL+psfu1KlT0aZNG5w8eZIrO3r0KMzNzTFgwAAUFBTwpgeA3NxcTJs2DSYmJpDJZOjfvz8KCwsBAIwx7Nq1C56enpDJZJDJZNi2bZtwEX97zfUapi5NHgiWlZVh0qRJkMlkz71wUiqVWLNmDVxdXbkds1OnToiOjsbTp0+Fk78Uixcvhkwmw+zZs4VVHMYYPvroI8hkMqxYsUJYzbl+/TrefvttuLq6Ijs7GyqVCrNmzYJcLseqVauEk5OX5PLly+jQoQN69eqFBw8eCKtJI507dw5hYWG4ePEihgwZgt69ewsnIaTJ0fH8+igtLcXIkSNhYmKCffv2CatJE6qsrMS8efOwYsUKWFhYICwsDK1btxZORl6Cv7rNKSkpQWZmJszMzGBjY8OVv/XWWxCLxZDL5Xjrrbd48zx48ABDhw7Fpk2bUFlZCQBo3749pFIpACAuLg5jxoxBZmYmAEAsFvOW3RzQNYxuTRYIMsZw9OhR9OzZs153GR48eIBBgwZh9uzZuH//Plf+6NEjxMbGYsCAAbzyl6Vv374QiUQ4ffo0njx5IqwGABQUFODcuXMAgOTkZJSXlwsnAQCkpqaisLAQHh4eMDMzE1bzFBYWYvny5VAoFG/sHSylUolNmzYhJCQEOTk5wmryN6JSqRAbG4vi4mL8+uuv+PXXXxEfHw83NzfhpISQ18Cb2D4nJycjNDQUBw4cEFY1O2fPnsWWLVvg7++PEydO4KeffsLXX38tnKzZaE77RlFREe7evQsHBwcYGxtz5T4+Pnjw4AF27tyJVq1a8ebZvHkzMjIy4Ovri5s3b6K4uBi//PILxGIx7t69i3/+859o0aIFNmzYgMLCQhQUFKBnz568ZbwpKisrsWPHDowaNQp3794VVutE1zC1e+FAkDGGK1euYMSIEQgODsbt27eFk2hRKpX4+OOPceHCBWEVJy0tDV988QV3Z+Nl6dKlCxwdHZGeno47d+4IqwEAGRkZuHHjBlAT7Ok6qTLGkJSUBADw9/eHWCyGWCxGTEwMioqKMHnyZN70d+/exbJly5CXl8crf5MUFRVh2bJl3B2m14Wbmxtu376NEydOoH379sJq0ggFBQVITU1F+/bt0bVrV2E1IS8NHc+N8zLa51atWmHnzp3Iz8/H4MGDhdUvbPPmzfjjjz9QVVUlrGp2zp07B5VKBT8/P62L/uboVe4bf3Wbc+/ePeTl5cHR0REtW7YUVmspKSnBkSNHYGBggOjoaLRt25ZXn5qaiuzsbISGhmLEiBHQ09Pj1b9p8vLy8MUXX+DRo0eQy+XCap3oGqZ2LxwIpqamIiAggAuC6iM5ORn79+/n/h8WFoYHDx4gLS0NvXr14sr37t1bZ7DYFNq0aQNPT08olUqcP39eWA0AOHLkCACgQ4cOyM3NxbVr14STcE8NJRIJPDw8hNWEvNGqq6uhUqmExYQQQl6Cl30TnLy+0tLSoFKp4OzsLKzS6cGDB0hPT4erqyscHByE1fjzzz8BAIMGDYJYLBZWv3HUgbKdnV29A0G6hqndCweCmiQSCUxNTYXFPIwx7Ny5E4wxAICpqSnmz58PqVSK9u3bY9asWRCJRACAiooKJCcnC5bQtEQiEfz9/QEASUlJWjtKaWkp/vzzT7Rr1w5jx44FarpsCN2/fx93796Fk5MTbG1thdWEEEIIIYTU6fz58xCLxfUOBO/du4fCwkK4ubnByMiIV1dWVobr16+jdevW9V7e604zUFbHC6TxmiQQtLa2xtSpU5GamoqBAwcKq3mKiop4T9Q8PDx4j96dnZ3Rrl077v/nz5/XCs6amru7O4yNjXH+/HmtrppZWVm4evUqPDw8EBQUBGNjY6SkpGiN6zt//jyUSiW8vb15B+KKFSsgk8m4gfXqTG2+vr5QKpU4fvw42rVrB5lMVmvGqxs3bmDUqFEwMjKCTCaDo6MjduzYUWsXiadPnyI2NpaXhMfCwgIfffSRzm5C+/btg0wmqzV7nLBenaHLwcEBWVlZyMrKgoODA2QyGVxcXHR2ndWknr+2aeuqf/r0KaKjo9GpUyfut7m6uuLf//631vzC9alZXlxcjISEBC6DlpGREUaNGsV1ARaqqqpCQkICevTowX1ujx49cPToUSQmJta5/nSprKzEvn37EBQUxGX4Un+H9PR04eS8/ejBgwe8zGCOjo5Yu3YtdweZMYZZs2ZBVkdyI5VKhQkTJkAul+OPP/4QVnPq2tbC35uTk4P58+fztk2nTp0wf/58re0IQdZCpVKJ6OhoGBkZcZm8NLdXQUEB1q5dC0dHR8hkMnTs2JE7BhhjOHjwIG9bhoeH4969e8KP5NZjbevlefVCDd2OuvYjCwsLfPrppzqP/YZQL1szK5ynpycSEhJ4bcXOnTshl8u1jg/U9Gzw8/ODubk5d8NLczvp+oyAgAAkJydzN/fqIysrC/Pnz+e2p6xmP16zZg2USiVv2tqOZ+H+s2bNGm55JiYmmDZtGnJzc3nLqq/q6mqtDHuDBg3SuU1Rc8ydPXsWYWFh3H4gq2kj4uPjeb9JfcPQ29sb+fn5vOUAwOzZsyGTybBhwwZhFf7zn/9AJpNh7dq1wipOXcesrjYVNfux5vFlZGQEhUKhM1FGbRl069M21yYqKgoymQzx8fEAgHfffZdbRmJiYqPaM802U/3drK2tefuHrt+nJmxn6zNPbRrSNqq/98KFCwEACxcuhKweyfc0qb+7hYUF993nzp2L7OxsDBkyRGtZwnPj2rVruUylmueHv2I/r2vf0JWwqKHHri61tTl4wf1cSNd+YWNjg/j4eK1EMZcvX4alpSVGjRrF5alQJzscOXIkUNN9ViaTQS6X49dff4W9vT0sLCxw5MgRlJSUoHfv3pDJZLxlKJVKrFu3jre++vTpg6NHj/La9PLycowaNYrbd86fP4/u3btDprGvomYfSU5OxogRI7hr1k6dOuHHH3/Uatvj4uIgq9kH1POpM3qam5vjH//4B+/JuPr3qrPnqv8vk8mwe/dujSX/f3W1h+prGOG5RHgtolZVVYX9+/cjMDCQ+21GRkYIDAzE/v37dV6Ta7aXKSkpCAgI4OabPXs2lxjz3r17CA8P55br6emJgwcPNui82lgvHAh27doVZ8+exZIlS2BhYSGs1lJaWso7OVtYWMDQ0JD7v5GRETp27Mj9Pz8/H8+ePeP+/zLY2NjAw8MDWVlZuH79Oq9OnQDG398fHTp0gKurK65evYqsrCxuGpVKxRsfWJc2bdpg3LhxGDZsGEQiEUxMTBAZGQmFQoGgoCCtvtunT59G//79kZOTg7Fjx6JLly54+PAhJkyYoDMT6aVLl9CjRw9ER0ejuLgYoaGhGDNmDNq3b4+tW7fCx8en1gOmviQSCcLCwhAWFgYDAwMYGBggLCwMCoUCYWFhkEgkwlmaxP379+Hr64vY2Fi0a9cOCoUCfn5+yMnJwdGjR4WT16q6uho//vgjJk6cCHt7e0RERKBNmzY4cOAAhg8frjVWtLKyEh9//DEUCgWuX78OX19fjBkzBiqVCu+88w62b9/Om74+4uLi8O677+Ls2bMIDAyEQqFA586dceDAAQwcOBCpqanCWQAAd+7cwbBhw3Ds2DGEh4ejT58+ePjwIWbNmoWYmBgwxiASifA///M/MDAwwMGDB7VOZKi5UDhx4gQ8PT3h7e0trObUta01M27t378f7u7uiIuLg1gsRkREBCIiIiAWixEXF4eePXvW2s2bMYYvv/wSsbGxqK6uxrNnz3gNanl5OT755BMsXboUfn5+6NOnDx4/fowJEyZg48aNWL16NcLCwmBubs5ty8TERISGhjbqoq0hGrIdNfejR48eISIiAqGhoWjVqhV3sdpYxcXFGD9+PBQKBfLy8hAaGorQ0FBkZWVBoVBg7ty53A214cOHY8SIETh+/Dj+93//l7ecrVu34vz585gzZw48PT15dRUVFZg1axYmTpzIHX/dunXDmTNnMHjwYPz444/1Omnl5OQgMDAQcXFxaN26NcaMGYPQ0FA8efIEs2fPxvz58xt086+iogJz585FdHQ0evbsidDQUIjFYmzatAljxozRmWa9LtXV1YiNjYVCoeDaB1NTU5w4cUJrm6Jmu37xxRfo378/9u/fj86dO0OhUGDo0KG4ceMGoqKiEBkZieLiYqAmk5+Xlxdu3LiBjIwM3rKePHmC06dPAzp6qKjHoUskkkYfs7ra54qKCnz66adYsGABt/7eeustJCQkICQkpF7H0Iu2zb1794ZCoeAufP39/aFQKKBQKGBlZfVC7dmdO3cwYMAA/PzzzwgICOC256ZNm+Dj48MlgtO0f/9+eHh4YNOmTdz2dHZ2xqZNm9CnT58GpZxvaNuo/jz1OKauXbtCoVBg3LhxaNOmjcaSdTt37hx8fHywadMmyOVyREREIDAwEOvXr0d4eLjOoEzThg0bMGvWLO6iXX0h/lft53XtG8Lxew09dhvqRfdzNcYY1q1bB1dXV8TFxeHRo0dc3ZMnT1BZWamVKOb27dsoKSlBly5dYGhoiPLycly6dImr12RmZgbGmNaDDTX1Mq5fv46+ffvi008/5T0kuHTpEkJCQniBdnl5OR49egQTExNkZWUhJCSE265vv/02UPP0cfLkyRg8eDAOHz6M6upqoCYJ5IIFC7TadnWiFwsLC6xbtw5Dhw7lhmgplUp8/vnn3A2Aun6vRCKBlZWVsBh4TnsozBpa17WI+hwbFhaG06dPo0+fPlAoFOjTpw9Onz6NsLAwzJo1q9Yu3Tt27EBISAjatm3LtbFr1qzBxIkTcerUKfTr1w9paWmIjIxEly5dkJmZibCwMJ03O5oca2IffPABk0qlTCqVMjMzM3bhwgVe/YULF5iZmRk3zfLly3n1JSUlbPDgwVy9l5cXe/z4MW+al2H58uVMKpWyRYsWcWXV1dXsww8/5P2ORYsWMalUyrZt28ZNl5uby9zc3JidnR27ffs2V840lpuYmMgrV6+HwYMHs5KSEl4d01iPbdq0YTt27GDV1dWM1Xyn7du3M5lMprVu8vLymLe3N5PL5WzVqlVMpVJxddXV1Wzv3r3MzMyM2drasmvXrnF1iYmJTCqVsg8++IAr01Rb/cOHD5mzszNzdnZmDx8+5NXV5Xnz1VavXverVq3i1gdjjJWVlfH2M/X8wnWrLpfJZMzT05PdvHmTqysrK2Pvvfee1j7AGGPr169nUqmUBQUFsZycHK68urqa7dixg8nlcp3rpy4bNmxg27dv19pGW7ZsYVKplM2aNYs3vXo/ksvlLCYmhjffkSNHmImJCW//KyoqYv7+/szExISdOnVKY0n/56effmJSqZQtWbJEWKVTbduEMcauXbvGbG1tmZmZGdu7dy9v26hUKrZq1Soml8uZt7c3y8vL4+rUx4CHhwfr27cvO3LkCG9eze01fPhwVlRUxNX99ttvTC6XM1NTU2Zubs5+++03rq6oqIgFBwczqVTKfvrpJ66caaxHYbujVlv9Bx98oLM9a8h2PHHiBDM2NmbDhw/n7ZfV1dXs8uXLOtuB+qiurmZz5sxhUqmUTZkyhZWVlXF1BQUFbOjQoUwul7PDhw9z5eptprlNbt68yezt7VlQUBBvXau3k5mZGQsMDGR3797l6hhj7PDhw8zKyopZWVmxq1evcuW1HYe5ublszpw5LCsriytjjLFHjx4xX19fZmNjw9LT07ny2paj/l4ymYwFBwezgoICrk69LKmgra7L89qHqKgorW3KNNoHX19frXVTUFDAIiMjmVQqZXPmzOH2b/XxJ9zPTp06xczMzJiRkRFzcXFhDx484OoeP37MvLy8mK+vLyssLOTNp0tdxyx7zvorKChggYGBOo8hXcdCfdvm51Gf94Tny8a0Z+pjuUOHDmzevHm846KiooItWbKESaVSNmLECF6d+tiwsrJiKSkpXLlmex8WFsabpzaNbRtZHW1RXTSvAbZs2cL7PHVbINVxbabeV1xdXZmHhwf7z3/+w2vT2Guwn9e2b7AXOHZrU1ub01T7+cqVK5m05vru22+/ZdnZ2ay6uppVV1ezw4cPMxMTE63vqv7sXbt28coLCwuZr68vc3R01GpTGWNs27ZtTCqVsu+//55Xfu/ePda1a1cmlUrZpEmT2M2bN1l1dTUrLS1lCxcuZFLBNc3t27eZnZ0d69KlC/Pz82M//PADKysrY0qlkimVSlZRUcGmTZvGpFIp8/b2ZklJSayiooKpVCr2+++/MzMzM15bVFpayoKDg5mZmRn77rvvmI2NDfv5559ZaWkpKy0tZZMnT2ZSqZRNmDCBt67V19vC69/nqas9fN61iOY5NjIyktdWMsbY3bt3ufPN+vXreXXq/dbW1padPXuWK1evf5lMxszNzdm0adNYRUUFYzWft2LFCiaVStnIkSOZUqnUWGLTe+Engi9bSUlJrRF2U/Lx8YFYLMbZs2dRVlYGaCSA0Rz3p37dRFJSEnf3++bNm8jKyoK7u3u9noo2xPjx4xEaGsr1gxaJRBgwYAC6du2Ku3fv8l6xsWfPHqSlpeH999/Hhx9+yHu6KBKJMGTIEMycORP5+fn47bffuLo3xYMHDyASieDk5MTrFy6RSBqUBUpfXx8rV67kPXmWSCSYPHmy1j6Qn5+PNWvWQC6XY/ny5TA3N+fmEYlECA0NxaxZs7iy+ho/fjxGjRqltY169+4Nc3NzXL16Veed75CQEEyfPp03X+/evTF48GDk5uZyd/VkMhnCw8NRUVGBQ4cOaSzh/+607dmzB3K5HCEhIby6xtiwYQPy8/Px1VdfYciQIbxto6enh0mTJiE0NBRpaWk675revHkTixYtQr9+/XT299fX18fnn38OmUzGlQ0YMAC9evXCs2fPMGrUKAwdOpSrk8lkeP/994GaLtsvU0O245MnT6BSqeDg4MDLAigSidC5c+dGZwbMyMjAr7/+Cg8PDyxevJj3xMfY2BgzZ84EYwyJiYlcubOzM7744gukpaVhy5YtUKlUWL58OYqKivD111/z1rWmZcuWab17yt/fH5MnT0ZRURF27drFq9PFzMwMy5Yt07qbb2pqioCAABQWFuLWrVu8urqYm5sjNjaWd/fc1NQUU6ZMAQAcO3ZMY+r6Wbp0qVb7MG7cOIjFYt421WwfVq9erbVujI2N8c0338DS0hK7du3iuiv37t0bxsbGWq8jSk5OhrGxMSZPnqzVQ0WdvTogIEBrHNCLkMlkWLp0KW/9GRsbY+LEiQCAU6dOaUytW1O1zbV5kfbMyckJX3zxBe+40NfXx5QpU9C9e3f8+eefvCd86vYsJiYGPXr04MrV51B/f3+cOnVKZ9dzoRdtGxtK8xpg9OjRvM8zNjbGypUr67xGuXfvHiZPnoywsDBem/Ym7ef1PXYboyn287S0NCxfvhxyuRyJiYmYN28e2rVrB5FIBJFIhNu3b6OiogJeXl7cPOqnYcbGxnB0dOQtLzc3F3fu3NF6gqh25swZoGYIlBpjDHFxcbh58yYWL16MNWvWoGPHjhCJRGjZsiX69OmjdS6+ffs28vLycPv2bYSEhODjjz+GRCKBoaEhDA0Ncfz4cWzevBl+fn44ePAg/Pz8oK+vDz09PXTr1g3W1ta85RUWFiIjIwNKpRJr167Fb7/9BoVCgZYtW6Jly5YYNmwYUNNjQbOHUFZWFnJzc+Ho6FjvRDH1Vdu1iPoc6+DggOXLl2utZxsbG3z//fcwMDDA1q1buafimj744ANeLxtra2uMHTsWjDFYWFhgzpw50NfXB2ramrCwMFhaWiIjI0Pn8prSax8Itm3bltd19GVxcHCAnZ0d0tLSuMfp6gZJc9yfo6MjrKyscO7cOa7LUUpKClQqFYYMGdKk31UkEmHo0KFaB6RcLoednR1Q0xUCGt1TxWIxRo4cqTWP2uDBgyGRSHDy5Eku2HlTeHt7gzGGBQsW4MqVK/XqhqZLx44dtRpT1BzMZmZmyMnJ4brF3L17F3fv3oWfn5/ObFwikUirC119VVZWIjk5mevK0qVLF3h6etY5rqlfv35cY6EmFou5Rl7zxkBQUBAsLS1x8OBBXkNy+/ZtnD17FgMHDtT5mxpC3cXH3NwcgYGBwmqg5vuNGjUK0MjAq8nd3R3dunUTFnN0ZUJr1aoVd2IJDAzUyoRmZWUFiUTySm4i1Xc72trawsTEBJs3b8a2bdua7Lupu6+HhITo7DpmZ2cHMzMzrYug8PBw+Pv7Y+XKldiwYQN+/fVXnV1C1Xr06KG1HdSCgoIgkUhw7dq1enfrzMrKwo4dOzB79mz0798fHTt2RExMjHCy5+rSpQssLS2FxbCzs4NEIkFOTk6t737VxdHRUef+qG4f1ONSoXGOqK19QM18/v7+yM7O5rpSWVlZwdXVlfc6otLSUhw8eBBeXl7cOCh1tj/UnGeqqqrQt29frqwp9OjRg3fhrKZefyqV6rltbVO1zXVpbHs2ZMgQnTdZZDXj8isqKrjhAOr2zNraWud6lkgk6NatW71uVjRF29gQrGaMVV3XAObm5ty1gy7m5uYICAgQFr8x+3lDjt3GeNH9nDGGn376Cfn5+fjkk094NxrU9WfOnIFEIuFtp4KCAqSlpcHW1pZ3Mxo1wUthYaHOV02Ulpbi6tWrMDY25gXv6sAmICCAGydXUFCAa9euYfbs2Xj33XfBGOPl/Lh69SoYY/Dw8MDYsWN5+1d5eTn++c9/QiqVYunSpZDJZCgtLcX9+/exYcMG+Pn5ISMjAz4+PlxCSXXmzxYtWiAmJkbndgMAe3t73vn9xo0bUCqV6NGjh9Z5/0XVdi2iPscOHz681neEu7q6wtvbG+np6VrvNhSLxfDz8+OVoeYmFQB4enpq3RiVy+V4++23oVKpuOv8l+WVB4J6enq8O03Z2dm8eqFWrVppXfi+DOrXSGi+HkId4GmO+zMzM4OHhwfX7728vBzJycmQvITXRhgaGmrdeUBN8CEWi6FUKrmLzWfPniE/Px8mJia8ZDtCFhYWMDExQVFRESoqKoTVr7WIiAhERkbi0qVL6NWrF7p27ao1QL0+TE1NdQbsenp6aNGiBe8pdG5uLpRKpVZj9KIOHjwIW1tbDB48GNHR0Th8+DBMTU0xYsQIGBgYCCfn1LZt1cdUUVERV6Y+MV+8eBFXr17lynft2oXi4mKMHj36hX+TetyApaVlnXdvLS0tIZFIUFRUpBUoPC8F9PPaAF11LVq8mqatIdvRyckJS5YsgUqlwqRJk2BlZaUzWURDqcdwqZNKCP+6dOmiFZSiZr1GR0dDpVJh1qxZ6N69OyZNmqTzAhI1+57wQkNNvb7rM6ZbPdbCxcUFEyZMwLp165CXlwdfX99631XXZGJiovN4Vn+nsrIynYP4a/O89uH+/fsoKSkBNJ7y1tU+iEQi7uK5sLAQqFn3AwcO5J1v7t69i8uXLyM4OBidOnWCm5sbl5hMfZ6xt7eHq6srb/kv6nnr7+HDh8+9adhUbXNdGtuederUSVjEUbeb6mNI3Z7dv38fTk5OWseSTCar982KpmgbG6KsrAwPHz587jVAXTp27Kgz8/ubsp835NhtjBfdzwsKCnDs2DGYm5vjnXfeEVZzvdDMzc15Y97u3r2Lhw8f6jxXqpN66QqcHz16hMzMTDg5OfECDXVgc+jQIZibm0Mul8PW1hY+Pj5Ys2YNAOC7777jviNjjBvHOnr0aK0bjjk5OUhNTUVRURF8fHwgk8nQrl07uLq6YubMmcjKysI777yDH374gdt/1Jk/Q0JCMGTIEN7yUBN4QiNYUjt27BjEYnGtNyxfhK71C432QfhdNKlvTpeXl2vtY/r6+rweCUJisVjrvCsSibRyhrwsr+ZqSUPbtm15jWJOTg6v8Xvy5AnvTlvHjh113s1raiKRCMHBwUDN4GX1XStzc3O4uLhw04nFYvj7+0OlUiElJQX5+fm4cuXKa/PaCD09PZ0XxkKGhoa1Nuivq5YtW2L16tU4d+4cIiIicPfuXURFRcHT07PWQcRNRSqVCosaLTU1lctw9+9//xv5+fm4d+8eDh8+jG+++abWO04NJRKJMHLkSC7TI2ouwg8ePAh7e3t06dJFOEuj1Xd/MjAw0GrcdDWCb4KGbkeRSISIiAjcuXMHixcvRqtWrRAXFwcnJyesXbu2wXeXhTSTKOj605WMqm3bttzNprfeekurvqGety1VKhUWLlyInTt3QqFQ4Nq1a3jy5AmuXLmCjRs36rw4ehPUFiALaV6kqocjqBONpaSkoEWLFnB3d0erVq3g4+PDJSZTX2h5eXlpvSz6dfAq2uaX2Z4Jz5maSdxq+xPewa/Ni7SNjaGvr68zGKoPPT29Oo9f2s9fbD9Xv2bM3t5e5++7cOECrl+/zmW1VFMHTb1799Z6Enfp0iW0bt0aHTp04MrV1N057e3t0bp1a65cmACqRYsWsLS0xNChQxEXF4fMzEze8KKioiLcuHEDxsbG6NevH29e1Fy3C7svmpqaonv37pg3bx7Onz+PjRs38h5sqIdtDB06VOv4Ky8vR0pKitYrL0pKSpCZmYl27dpxCWqa0vPOX/U5rvT19fHWW28Ji19rrzwQNDIy4gVWZ86c4e2UaWlpePjwIff/pn7KVhcXFxeYm5vj9OnTuHLlCq5evapz3J+HhwckEgmSk5Nx+fJlPHz4UOu1Ea+anp4eWrZsiby8vDrHLuTk5CA/Px9SqbReJ6fXkb29PdasWYPs7GzMmTMHWVlZ+PDDDxucHbA+1Ouorm4gDe3i9+eff6KoqAizZs3CsGHDeI1gUVHRC41hEPL29oanpyeOHj2K/Px8nDt3DufOncPIkSO1ApXG0NfXR+vWrXHr1i08fvxYWM3Jzs6GUqlEmzZt6mxo3ySN3Y5SqRQzZ85EZmYmdu7cCalUijlz5uD48ePCSetFfQdz4MCBWLlyZa1/M2bM4J3IKisrsWDBAjx9+hSjRo1CUlKSzlTuamVlZbU+sVBvXxsbmzovFgsKCnDo0CE4OTlh4cKFWpnentdD5HVjaGgIkUiE1NTUWtcNYwwZGRkQiUS8G0rOzs5wc3PD6dOn8fjxYyQlJcHLy4u7wOnbty+ePHmC1NRU3L59G48ePUJAQMBrffy87La5Me1Zbdl41dsFNV0KodGeSaVSLFq0SOsY0vx7XuD5qttGUU1Pofz8/FqPI8ZYg56Oq9F+zvei+7m1tbXWAw71WDnGGJfVU6229wqqu4xaWVnp7B5/8eJFrjunLlu2bEFxcTGePHmC9PR0xMfHY+zYsVpP/NTjEIVPFoXCwsJQVFSE4uJi3Lp1C4cPH8b8+fNhZ2fH257qgE4Y6KkVFxcjIyND63c9ePAA6enpcHZ21vqOL5P6HFvX61vUXWENDQ21tu3r7pUHgoaGhrz+8tnZ2fjuu+9QVlaGBw8ecCnwUdNlQrO/+tGjR7n3HE2cOFHrDsSLsrCwgLu7OzIzM5GQkIDCwkL07t1b6y6Ara0tnJyckJaWhu3bt4Mx9tzXRrxs6vWqUqmwc+fOWoOWpKQkKJVKBAYGcr/L3NwcEokE9+/f17p4ZYxpDc5/Ua1bt4a1tTXy8/N1dou7cuWK1h0rXVq2bImZM2eiZ8+euHnzZp0BcGPZ2Nhwg911Lb+yshI7d+4UFtdJnZhAV/edixcvct1qmoJMJkNwcDCuX7+OCxcuYO/evZDJZDqTKjRGmzZt4Ovri9zcXBw4cEBYDdQ8BUpMTIRIJEJQUJCw+pVSdxPLyMjQOkaUSmWDEou86HbU09PDwIEDMWPGDFRXV3NdfBqqc+fOMDAwwKFDh+rdRQk175z673//i6lTpyImJgYeHh747rvvak2xXluCjMrKSmzbtg0AdI6D0JSdnY3c3FydXbgKCgq4xAZvCldXV9jb2+PIkSNcUCH04MEDnDx5Uqu7m5GRETem5OjRo0hJSeG1y+rx6ElJSTh69Cjatm2L7t27ayz59fWy2ubGtGd79+7VebPu9u3bOHToECwtLbkujXK5HJ07d8bdu3fr9YSnLq+6bWzZsiUcHR2hVCqxf/9+YTVQ81oAXa/LeB7az3Vr7H5+584dXvdBxhjWrFmD33//Hah5ZYiaOmgSvlcQGl1GdSVOUalUtQaQ6puWx44d0zoPouZ9eZrl6hfWC58squnVDPlKTU3lvQpDTXgD4vHjx7h16xbs7e21ksigjoQw6u8hDJRfNh8fH8jlcuzevbvWV3JkZmbi3Llz8PDw0NpOr7tXHgii5lGw5oDjX375BRYWFnB2dsaJEye48g8//JBbocXFxVi0aBH3tHD79u21Nq6NZWhoiN69e6OkpAS7du2CWCyGj4+PcDKuYXv8+DGOHz+u1X20PtRj9Z53t7Ah1Ot1/fr1+Ne//sU78FhN1sClS5fCwcGBl2Xx7bffxttvv43k5GTs27ePawAYY0hISMD69eu5aTVJpVLY2to+9ymkUOvWrdGlSxcolUr861//4l283rp1C7Nnz9ZqnMrLy3H48GGtsSoVFRUoKyuDsbGxzvGUL6pTp04IDg5GdnY2Pv/8c97FfVVVFVauXFmvTIma3NzcAAC7d+/mXaCcOnUK8+bN05iyaQQFBUEmk+GXX37BsWPH6hzw31AikQhjxoyBXC7HggULkJiYyNt2VVVVWLduHbZs2QI/Pz/07NmTN/+r5ujoCGNjYyQkJPCyIVZVVWHVqlUNuunR0O145swZrUHkjDHuhpb6hFhWVobhw4fDyclJa3pd3Nzc0L9/fxw6dAgrVqzQCgafPn2Kr776ipcZMTU1FV9++SU8PDwwfvx4tGnTBgsXLuReliy8IYSa3gTR0dE6j4H//ve/8PDwQP/+/XnzCFlaWsLc3Bznzp1DWloaV66seYlvbe+afF2ZmZlh3LhxKCoqwkcffaTVDhYWFmLevHm4desWxo0bp/XUKigoCOXl5di8eTNKS0t578Br164dfH19cfLkSe5ddMLeKXVpbPvcUE3ZNqvH4NR1572h7dmuXbuwfv163vmwsLAQ06dPR05ODt577z3uOkMsFmPMmDEQiUT45JNPcOXKFY0l/d/xevToUXz77be8cl3+irYxMjISEokEsbGxWp9369YtTJ8+XWdQ/Dyvw35en33jZWqK/dzMzAympqY4deoUEhISUFVVheLiYixduhR79uyBm5sbJIJ34pWUlOD+/fuoqKhASUkJL0hTdxnVlTilqKgI169fh5WVldY4WW9vbxgYGGD9+vVYvnw5dw4qKCjA1q1b8e677/Kebp48eRIA4Ovry5Vpevvtt+Hk5ISMjAxMnz4dt27dAmMM5eXlOHHiBMLCwng9XtRdVmsbk3fx4kUolUq4u7vzfpf6eFS/3089rvRlc3BwwKhRo5CRkYFPPvlE6ybvvXv3MGPGDDx79gyTJk2qczzg6+gvCQTbt2/PpSKuzdixYxEVFcU9TtbT03sldwDU/dmzs7NhZ2dX6wnG398fSqUSDx8+rLXhqoupqSl8fHyQnZ0Nf39/TJw4EVOnTtV5AVZf7du3x7p162BsbIy5c+fC1tYWCoUCUVFRcHJyQnh4OFq2bIl169bxHu+bmJggKioKjDFMmDABffv2xfTp09G3b19MmTIFH374Ie9z1Fq1aoW+ffuioqICwcHBUCgUGD16dK13TDRNmDABJiYm+Pe//w1XV1dERUUhPDwcnp6e6Nmzp1Y3h6qqKsTExMDS0hL+/v6YPn06IiIiYG9vj9TUVN5Ng6YkFosxd+5cODs7Y/fu3bCzs0NERAQUCgVsbW0RFxeHTz75RDhbnUJCQtCpUyds3boVnTt3RlRUFPr164fAwECMHDlS67e/KAcHBwwcOBD//e9/kZ6ejpCQEK2Txotwd3fHP//5T6hUKoSHh8PJyQlRUVHcOpo7dy4cHR0RFxf3l3eZcHBwQHh4OPdUfMiQIZgyZQo8PDzw888/IyIiQjhLrRq6HY8fPw43Nzduf1cfl7GxsfDz8+N6ShTWpNX28vKqsxuOmkQiwQ8//IBOnTph6dKlsLKyQkREBKZPnw5/f39YW1tj9erV3PTFxcVcl9CFCxdyXWz69OmDiIiIWruIBgUFobi4mDsGoqKi4OLigkWLFsHExAQrVqx4bnedtm3bYsKECVAqlRgwYACGDRsGhUIBBwcHJCcnY9y4ccJZXnsffvghJk6ciAsXLqBz587o168fpk+fjmHDhqFDhw7YvXs3Jk6cqLMddXFx4Z6GdO3aFfb29lydSCSCv78/bt26hatXr/KeotTHi7TPDdGUbXPv3r1hYGCAb7/9FkOGDEF4eLjWzZmGtmczZszAkiVL4OLigqioKERERMDOzg7Hjh3DgAEDMH36dF63NT8/P3z55Ze4c+cOevXqBU9PT0yZMgUKhQJ2dnYIDg6uV48V/AVto7u7O7744gsolUqEh4eje/fumDJlCvr164du3bpxGY0b46/ez+uzb7xMTbGft2vXDsOGDUN1dTWmTp0KY2NjWFlZYdWqVfj000/x9OlTyGQyXjuq7mL8+PFjeHl5oX///lxSuPPnz0MkEulMrJOdnY2srCyt8YYA4OXlhU8++QTV1dVYtGgRrKysIJPJYGtri48++gioaT+gMQ5RmMlUk0wmwzfffAOJRILExER07doVcrkcZmZmGDRoEM6cOcO7Rj537hwYY1pjHtXU4wc1X3kBjZul//jHP2BsbAx7e3vulVkvk1gsxqJFizBgwADs3r0bHTp0wLBhwzB9+nT069cPnTt3xoULF/DVV19h8ODBwtlfe39JIIiadKkpKSkYN24cb0yJs7MzNm7ciB9//JEXVbdq1Qpz587lumGNHTtWZ6ahF6Xuz46a71jbhY16PCFqGihdDVddxGIxvv32W7zzzjt4/Pgxtm/fjmfPnr3wYPFu3brh5MmTmDp1KgwMDJCQkID4+HiIxWLMmzcPly5d0pked8KECfjll19gb2+PS5cuYePGjXjrrbewf/9+nYOD1WbMmIGPPvoIz549Q0JCAgoKCuo8Kas5Ozvj4MGDCAwMREFBAeLj43HhwgWsWLECn3/+uVbWx7feegsTJkyAs7MzLly4gI0bN+LAgQPw9fXFvn37MGPGDJ0NSlOwtrbGH3/8gZkzZ6Jly5bYu3cv9uzZgxEjRuD48eO89/3Uh7W1NbZv347AwEDk5uYiPj4eJSUl2Lx5Mz755BOt3/6ixBopyh0cHGq9q/cihg8fjpSUFERGRqKoqAjx8fFISEiApaUlfvjhBxw5ckRnF5BXTSQS4euvv0ZMTAzatWuH48ePY+vWrXB2dkZiYmKdWcGEGrodBwwYgKCgIOTn5yM+Ph7x8fEwMjLCDz/8gG3btnEn64yMDDx8+BDBwcH1OpZQ812OHTuGmTNnwsjICHv37sXGjRtx8+ZNRERE4OjRo3BzcwNjDBs2bMCRI0cwfvx4XqY5fX19zJ49GxYWFjq7iLZp0wZbt27F+++/jwMHDiA+Ph5FRUUYN24cjh8/rrNdERKJRJgyZQpiYmJgbm6OY8eOccfS77//rjPhwetOX18fMTEx2L59O3x8fJCamoqNGzfi5MmT8Pf3x759+7B8+XKthAioeUKgTiHft29frWDA3d0dxsbGkEgkvKco9dXY9rkhmrJt9vLywpo1a2Bqaorjx49zGbk1NbQ98/HxwcGDB9GhQwfEx8dj7969sLCwwPfff4+tW7dqXSSLRCLMmDED+/btg4+PD27evIlffvkFv/32G8zMzLBmzRp8//33vHnq8irbRpFIhKlTp2Lfvn3w8vJCZmYmfvnlF5SUlODnn39GbGxsg69V1P7q/bw++8bL1BT7uUgkwpdffonPPvuM++5eXl44ePAgPDw8oFKptJL9mJiY4JtvvuGyubq6uqJ169Z48uQJLl++DDMzM53tZlpaGkpKSnR2oxSJRJg7dy42btzI6zbatm1bzJw5Ez///DM3j3q8nrrnWG169uyJo0ePIigoiNsH9PX1ERQUhP3793PjcFUqFVJTUyHW0WUVNYlnLl++DHNzc94NA9S8Kurdd99FixYt0KJFCwwcOPC5wXdTkclk2Lp1K9asWQNHR0ccO3YMGzduxPXr1zFy5EicPn0a06ZNe+4+8FoSvmGeENIwiYmJTCqVsilTpgirXht79+5lUqmULVmyRFhFXjP/+Mc/mI2NDUtPTxdW/SUuXLjAzMzM2AcffCCsIuQvUZ/2bPny5UwqlbLExERhVbNVUlLCBg8ezNq1a8cuXbokrCZvkPT0dGZjY8MGDx7MSkpKhNVs1qxZTCqVsr179wqrCOFp2kcPhDRD6gQXtWXm+qupVCrs2LEDEonkjey20JyoVCqcOnWKl1WPEPL/UXvWeOr3ygmzMZI3jzpxiqurq9YT1rKyMly/fh3GxsZa4wMJEaJAkJAXkJeXh927d0Mikby2gWBGRgYOHjyIXr16cd0zyOtJPcC/tnEyhDR31J413oEDB5Cbm1vnsBfyZlAncNE1NCUvLw9paWmwtbXlhjARUhsKBAl5jp9//hn/+c9/tLKtPXr0CJ988gkyMjIQGhqqc8D2X62yshL/+te/8PTpU0yfPv2VjqkgDWdiYoLTp0/jgw8+EFYR0uxRe1a3vLw8zJ07VyvbcFVVFfbs2YMFCxZAIpFg4sSJb+ZYJgLUI4HL87JyEqKJAkFCnuPJkyd4//33YWFhgeHDh3PZGO3t7bF792706tULX375pc5B8n+VQ4cOYdCgQejevTs2btyIsWPHok+fPsLJCCHktUftWf1UV1dzryFQZydWZ+WNjIzEs2fPsHz58kZnDiWvB0NDQ+zYsQO5ubk6eyL5+/ujqKgIP/30EwX85LkoECTkOcaNG4d58+bBysoKR44cwcaNG3HhwgU4OztjzZo1+O9///vadb+orq7GiRMnkJOTg88++wzLli17rQJVQgipL2rP6qdt27ZYvXo1AgICuOzECQkJqKysRGRkJM6cOYPIyEgKDgghHBETvrmbEEIIIYQQQsjfGj0RJIQQQgghhJBmhgJBQgghhBBCCGlmKBAkhBBCCCGEkGaGAkFCCCGEEEIIaWYoECSEEEIIIYSQZoYCQUIIIYQQQghpZigQJIQQQgghhJBmhgJBQgghhBBCCGlmKBAkhBBCCCGEkGaGAkFCCCGEEEIIaWYoECSEEEIIIYSQZoYCQUIIIYQQQghpZigQJIQQQgghhJBmhgJBQgghhBBCCGlmKBAkhBBCCCGEkGaGAkFCCCGEEEIIaWYoECSEEEIIIYSQZoYCQfK3tWLFCshkMuzbt09YRTTk5OTAxcUFQ4YMQWlpqbCaEEIIIYT8DVEgSF4rKpUKs2bNglwux6pVq4TVhBBCCCGEkCZAgSB55ZRKJTZt2oSQkBDk5OQIq8lLcPXqVURFRVFwTQghhBBCAAoEyV+hqKgIy5YtQ2ZmprAKYrEYMTExKCoqwuTJk4XVpJEOHDiA+Ph4PHv2TFhFCCGEEEKaIQoECSGEEEIIIaSZoUCQEEIIIYQQQpoZCgQ1PH36FNHR0bC2toZMJoORkRFGjRqF9PR0bprKykp89NFHkMlkWLFiBW9+ADhx4gRMTU0xaNAgFBcXA4LslcLPMDExwbRp0/DgwQPhojg5OTmYP38+OnXqBJlMBplMhk6dOmH+/Pk6x9hdvHgR5ubmiIqKglKpxJo1a+Do6Mj7vNzcXOFsAICqqiokJCTA09OT+yxPT08kJCSgqqqKN21DP0edndLBwQFZWVnIysqCg4MDZDIZXFxcuN9SW7bPqqoqnDp1CmFhYbCwsOC+X0BAAJKTk8EY403fWA8ePMC0adO4zzAxMcHcuXORnZ2NIUOGwNzcHBcvXuTNExUVxZWfP38e3bt3h0wmw8yZM7lpGGM4e/YswsLCYGJiwn3/Hj16ID4+Hkqlkpv27t27cHJygre3N/Lz87lytdmzZ0Mmk2HDhg3CKvznP/+BTCbD2rVruXW5cOFCAMDChQu5z9W1/1ZXV2PXrl287T9o0CDeMUAIIYQQQt58FAjWuHTpEnr06IHY2FiYmZlhzJgx6NWrFw4cOIDevXtzQYm+vj5mz54NCwsLrF69Grdu3eKWUVpaimXLlkFPTw9ff/01ZDKZxicAd+7cwYABA/Dzzz8jICAAERERMDU1xaZNm+Dj44Nz587xpgeA/fv3w93dHXFxcRCLxYiIiEBERATEYjHi4uLQs2dPXLhwQTgbAKCiogJz585FdHQ0evbsidDQUIjFYmzatAljxoxBQUEBb/ri4mKMHz8eCoUCeXl5CA0NRWhoKLKysqBQKDB37lyoVCrePGjA50gkEoSFhSEsLAwGBgYwMDBAWFgYFAoFwsLCIJFIhIvmOXDgAAYOHIiDBw+ie/fuUCgU6NOnD86cOYOhQ4dqBY6Nce7cOfj4+GDTpk2Qy+WIiIhAYGAg1q9fj/DwcJ1BmaZr165h5MiRyMjIAGoS46DmBsIXX3yB/v37Y//+/ejcuTMUCgWGDh2KGzduICoqCpGRkdzNg/bt28PLyws3btzglqX25MkTnD59GgCQlJTE2yaMMSQlJUEikcDb25v7nK5duwIAunbtCoVCAYVCgc6dO3PzoSYIjI2NhUKhgL29Pbd/njhxAgMHDkRqaipvekIIIYQQ8gZjhOXl5TFvb28ml8vZjh07WHV1NVeXkpLCrKysmLe3N8vLy+PK169fz6RSKZszZw43/a+//sqkUimLiYnhLWP58uVMKpWyDh06sHnz5rGysjKurqKigi1ZsoRJpVI2YsQIXt21a9eYra0tMzMzY3v37uUtU6VSsVWrVjG5XK713S5cuMDMzMyYTCZjwcHBrKCggKt79OgR8/X1ZVKplG3bto0rr66uZnPmzGFSqZRNmTKF9z0KCgrY0KFDmVwuZ4cPH+bKG/M5jDH28OFD5uzszJydndnDhw95dUxjfSUmJvLKDx8+zFasWMH7bowxduTIEWZiYsJGjhzJlEolV17bcmqjuR9s2bKFt77V60AqlTIzMzN24cIF3rwffPABMzMzYz179mQff/wxKy4u5tWr9xdfX1929+5dXl1BQQGLjIzU2p9++uknJpVK2fLly3nTnzp1ipmZmTEjIyPm4uLCHjx4wNU9fvyYeXl5MV9fX1ZYWMiVq9eFcFlMY3vIZDLm6enJbt68ydWVlZWxqKgoJpVK2axZs3jzEUIIIYSQNxc9EQSwZ88epKWlYdasWQgNDYVIJOLqvL298e677yI9PR1XrlzhykePHo1BgwZh48aNSE1NRVZWFr799lv06tULkyZN4i1DzcnJCV988QXvyZe+vj6mTJmC7t27488//8Tly5e5ug0bNiA/Px9fffUVhgwZwlumnp4eJk2ahNDQUKSlpeHo0aNcnZq5uTliY2NhbGzMlZmammLKlCkAgGPHjnHlGRkZ+PXXX+Hh4YHFixfzvqOxsTFmzpwJxhgSExO5crWGfM6L8Pf3x8yZM7WeHLq7u8PV1RXXrl3DkydPeHUNod4P3n//fYwePZq3vo2NjbFy5UpYWFjw5tGkVCphZWWFb775BlKplCvPz8/HmjVrIJfLsXr1atjY2PDmMzY2xjfffANLS0vs2rUL9+7dAwD07t0bxsbGSE5ORnl5OTd9cnIyjI2NMXnyZGRlZeH69etcXUZGBm7cuIGAgAAYGRlx5fW1dOlSdOzYkfu/RCLBuHHjIBaLcfXqVXrhPCGEEELI30SzDwRVKhXXlW7YsGFaAZxIJIK3tzcYY7xxYRKJBJ9//jkMDAzw9ddfIy4uDg8fPtTZJVRtyJAhaNWqlbAYMpkMQ4YMQUVFBe7cuQNodP8zNzdHYGCgcBag5lULo0aNAgAcOXJEWI0uXbrA0tJSWAw7OztIJBLk5ORwAUZqaioKCwsREhKCNm3aCGeBnZ0dzMzMdAYDDfmcF1VVVYWLFy9i3bp1iIqKgqenJ5ycnGrtHltfjDEkJydDLBZj5MiRWvsBagJeOzs7YTHPqFGjtAJVdXDm5+cHBwcHXp2ajY0N/P39kZ2dzXUFtbKygqurK1JTU7nxk6WlpTh48CC8vLzw7rvvQiaT4c8//+SWk5KSgqqqKvTt25crqy9HR0d069ZNWAwbGxuYmZmhqqqqycZhEkIIIYSQv1azDwSfPXuG/Px8KJVK+Pr6cgkyNP/ef/994WxATQD06aef4sCBA1i1ahXmzJkDT09P4WScTp06CYs4enp6QE2iEgAoLy/Ho0ePYGlpWeeTHUtLS0gkEhQVFWmN3zMxMYGhoSGvDABatPi/zV5WVsYlgFF/rmYyEc2/Ll261JpgpiGf8yIuXboEDw8P+Pr64tNPP8WuXbtgaGiI4cOHw8TERDh5g5SVleHhw4cwMTFBu3bthNX1IpFIdAaKT548gUqlgr29PcRisbAaqLnhoA4SCwsLAQCtWrXCwIEDkZubi2vXrgE1SWQuX76M4OBgdOrUCW5ubkhJSUFpaSnKy8uRnJwMe3t7uLq68pZfH6ampjq3o56eHlq0aIH79++jpKREWE0IIYQQQt5AzT4QVNNMXFLbnzC5hkgkgrW1Nff0yMDAQOeTpIbQ19fn/d/Q0LDW4EGTgYEBF0y+CH9/f63frfkXFBTUJJ/TUA8ePMCECROQk5ODlStXIicnBzk5OUhOTsaKFSvg7OwsnKVR9PX1dQZD9aUOfnVp2bKlsEgnzc/38fGBWCxGUlISUPPEr0WLFnB3d0erVq3g4+ODq1evIisrCzk5OUhNTYWXlxfatm2rsURCCCGEEEL4ar9qbSb09PTQsmVLGBgYYObMmVi5cmWtfwMHDuTNe+vWLXz22Wfo2bMnunbtiu+++67OzIpPnz4VFgE13RLV3QEdHR2BmoCkdevWuHXrFh4/fiyY4//Lzs6GUqlEmzZtXigIlcvlAICBAwdq/W7NvxkzZrxQoNRY165dQ0ZGBsaOHQuFQsELqsrLy+tcR/UhEokgFouRn5+P7OxsYTVQs50a82TT0NAQIpEIqampWk9t1dT7gEgk4o0vdHZ2hpubG06fPo3Hjx8jKSkJXl5eePvttwEAffv2xZMnT5Camorbt2/j0aNHCAgIeKF9gRBCCCGE/P01+0DQ0NAQnp6eKCkpwcmTJ4XVtVIqlZg3bx6Kiorw9ddfY+nSpVAqlYiOjtYaQ6e2d+9eVFZWCotx+/ZtHDp0CJaWllz3wDZt2sDX1xe5ubk4cOCAcBagZnxjYmIiRCIRgoKChNUN0rlzZxgYGODQoUO899m9LtSJenSNRbx+/TrvNR6N0bJlSzg6OkKpVGL//v3CaqCma6quV3w8j6urK+zt7XHkyBGtV0GoPXjwACdPntTq1mlkZARvb2+kp6fj6NGjSElJQWBgIBeMOzo6wsrKCklJSTh69Cjatm2L7t27ayyZEEIIIYQQbc0+EASAESNGwMTEBF999RUOHTqklRAjPT0d8+fP5wV469evx++//45p06bB09MTPXv2xMSJE5GUlKTzJd8AsGvXLqxfv573VKmwsBDTp09HTk4O3nvvPS6jpEgkwpgxYyCXy7FgwQIkJibyvldVVRXWrVuHLVu2wM/PDz179uTqGsPNzQ39+/fHoUOHsGLFCq1g8OnTp/jqq694WU0bSyqVwtbWFnl5eVyGzOdRd8vdv38/96491DyVnT59us4Au6EiIyMhkUgQGxurtb5f5HPMzMwwbtw4FBUV4aOPPtL6zYWFhZg3bx5u3bqFcePGwczMjFcfFBSE8vJybN68GaWlpfD29ubq2rVrB19fX5w8eZJ756SuzKZOTk4AgMuXL9f6VLIhSktLMXLkSHTu3Bk3btwQVhNCCCGEkNccBYI13e9iY2Px9OlTvPPOO3ByckJUVBSioqLg6uoKb29vXLlyhetud+7cOXz33XdwdnZGVFQURCIRRCIRpkyZAltb21q7iM6YMQNLliyBi4sLoqKiEBERATs7Oxw7dgwDBgzA9OnTeV363N3d8c9//hMqlQrh4eHc91IoFLC1tcXcuXPh6OiIuLg4ndlIG0IikeCHH35Ap06dsHTpUlhZWSEiIgLTp0+Hv78/rK2tsXr1auFsjdKqVSv07dsXFRUVCA4OhkKhwOjRo5GXlyeclNOjRw/4+fnhxIkTcHV1hUKhwLBhw+Dh4YHOnTvXmaSnvtzd3fHFF19AqVQiPDwc3bt3x5QpU9CvXz9069YNXbp0afTnfPjhh5g4cSIuXLiAzp07o1+/fpg+fTqGDRuGDh06YPfu3Zg4cSI+/PBD4axwcXHhnvp17doV9vb2XJ1IJIK/vz9u3bqFq1ev8p4WanJxcYGlpSV27NgBPz8/KBQKrF+/XjhZvWVmZuL48eO4d+8eDh06JKwmhBBCCCGvOQoEa4SEhCAlJQVBQUF4/Pgx4uPjER8fD7FYjMWLF2Pr1q1o2bIliouLsWjRIjx9+hQLFy7kJeWwsbHB559/jqKiIp1dRH18fHDw4EF06NAB8fHx2Lt3LywsLPD9999j69atOl87MXz4cKSkpCAyMhJFRUWIj49HQkICLC0t8cMPP+DIkSOwtrYWztYo1tbWOHbsGGbOnAkjIyPs3bsXGzduxM2bNxEREYGjR4/Czc1NOFujzJgxAx999BGePXuGhIQEFBQU1JkURyaTYd26dRg3bhzKysqQkJCAzMxMfPfdd1i+fLnO4KehRCIRpk6din379sHLywuZmZn45ZdfUFJSgp9//hmxsbGN/hx9fX3ExMRg+/bt8PHxQWpqKjZu3IiTJ0/C398f+/btw/Lly7WSBaHmiWKPHj2AmjGBwqDf3d0dxsbGkEgkvKeFmt5++22sX78eDg4OuHTpEvbs2YPWrVsLJ6u3jh07onfv3jA3N4efn5+wmhBCCCGEvOZETNgPkjS5FStWYOHChdi2bRsGDx4srCZviNLSUoSFheHixYvYv39/kwXFhBBCCCGEvGr0RJCQenr06BEyMzNhZWWlM2kNIYQQQgghbwoKBAmppwMHDiA3Nxeenp5o06aNsJoQQgghhJA3BgWChNTIy8vD3LlzcffuXV55VVUV9uzZgwULFkAikWDixIn0nj5CCCGEEPJGo0CQkBrV1dXYs2cP3Nzc4OrqymVodXBwQGRkJJ49e4bly5c3OnMoIYQQQgghrwsKBAmp0bZtW6xevRoBAQHIz8/nMrRWVlYiMjISZ86cQWRkJD0NJIQQQgghbzzKGkoIIYQQQgghzQw9ESSEEEIIIYSQZoYCQUIIIYQQQghpZigQJIQQQgghhJBmhgJBQgghhBBCCGlmKBAkhBBCCCGEkGaGAkFCCCGEEEIIaWYoECSEEEIIIYSQZoYCQUIIIYQQQghpZigQJIQQQgghhJBmhgJBQgghhBBCCGlmKBAkhBBCCCGEkGaGAkFCCCGEEEIIaWYoECSEEEIIIYSQZoYCQUIIIYQQQghpZigQJIQQQgghhJBmhgJBQgghhBBCCGlmKBAkhBBCCCGEkGaGAkFCdLh48SLMzc0RFRUlrKqXqKgomJub4+LFi8KqWpWVlWHhwoUwNzeHTCbDzJkzhZOQlyQnJwcuLi4YMmQISktLhdWvxOvwHf4OGnPsNYUbN24gNDQUMpkMMpkMf/zxh3CSeqttX3jRdul183f7PYQQ8qZp8kCwrKwMkyZNgkwma9DJ+Pr16+jSpQtkMpnWye9VKysrw7Zt29C/f3+YmJhwJ3YLCwv0798fmzdvxtOnT7npVSoVZs2aBblcjlWrVvGWRYja5cuX0aFDB/Tq1QsPHjzg1VVWVmLevHlYsWIFLCwsEBYWhtatW/OmIeTvprS0FCNHjoSJiQn27dsnrH5j3L9/H2FhYfjjjz/Qp08fDBkyBCKRSDgZaQJ0viWEkKbTZIEgYwxHjx5Fz549sW3bNmF1rZRKJWJjY9GrVy/cuXNHWP1KMcbw+++/w97eHpMmTcLZs2chl8thZWUFS0tLlJeX4+zZs5g6dSqOHz8unJ2QRjt79iy2bNkCf39/nDhxAj/99BO+/vpr4WTkDXf16lVERUX95RewycnJCA0NxYEDB4RVzdaLrJOff/4ZN2/exLJly7B37178+uuvCAgIEE7WLL3Iev07KywsxPLly6FQKHTe+FYqldi0aRNCQkKQk5MjrCaEkCbxwoEgYwxXrlzBiBEjEBwcjNu3bwsn0amyshI7duyAp6cnoqOjUVlZKZzklWKMIS4uDv/zP/8DlUqFlStXIicnB7du3cK1a9eQnp6OwsJCXLlyBVOmTIGhoSE3r1gsRkxMDIqKijB58mTecglRc3Nzw+3bt3HixAm0b9+eV3fu3DmoVCr4+fmhVatWvDry93HgwAHEx8fj2bNnwqpXavPmzfjjjz9QVVUlrHqlWrVqhZ07dyI/Px+DBw8WVr9SjV0nZWVlOHv2LCQSCXr27ElPAgUau15r83c53969exfLli1DXl6esAoAUFRUhGXLliEzM1NYRQghTeaFA8HU1FQEBAQgKSlJWFWnuLg4TJgwAVlZWcKqv8S+ffuwYMECdOrUCSdPnoRCoUDLli1504hEItjY2ODbb7+Fv78/r46QF/FX3wghhDQOYwwqlUpYTAghhLz2XjgQ1CSRSGBqaiosfi4LCwsYGBgIi1+ZR48eYdGiRXjrrbewbt06dOzYUTgJIYQQQgghhPxtNEkgaG1tjalTpyI1NRUDBw4UVuskFovh7OyMNWvW4MCBAzAzMxNO8socPXoUaWlpGDNmDDw9PYXV9bJixQrIZDIu4cEff/wBuVyOd955B0qlUjg5AGDt2rWQyWT49ttveeUPHjzAtGnTuEQ1JiYmmDZtmlaCkfp4+vQpYmNj4erqykt689FHH+nscqKZra64uBgJCQnw9PSETCaDkZERRo0ahRs3bghnA2rujCcnJyMgIID7LEdHR6xZs6bWdaCLZiY5pVKJ6OhoGBkZwcbGBpcvX+ame/r0KaKjo2Ftbc37funp6bzlAUBVVRVOnTqFsLAwWFhYcN8vICAAycnJYIwJZ2lyujIBqvebhQsXAgAWLlyoM9FSVVUVb1vIZDJ4enoiISGhwV2u6rudzp49C3Nzc3Tt2lXryX1lZSXGjRsHuVyOnTt3cuUFBQWIjY2Fu7s7t2xra2tER0fzEiypaWZ4TElJ4b6TkZERZs+ezc1z7949hIeHw8jIiPvtBw8e1Npumuv46dOnWr+zsevsRY/J2razTCbDihUrhJOjuroau3bt4m3vQYMG6dy3ASArKwvz58+Ho6Njnds0KioKMpkM8fHxAIB3332Xm74+yVo027kbN25g1KhR3DYZN24ctz4KCwsxc+ZMbn05Ojpi48aNOtd7XVk+1etdfcyamJhg7ty5yM7OxpAhQ2qdT034HR0dHbFjxw7e92jsOiktLcWQIUPQrl07HD9+HEqlEr6+vpDpSHjW0Ha4sXJycjB//nx06tSJ+5xOnTph/vz5vHFmKpUKEyZMgFwu19mbJykpCXK5HKNGjUJ5eTmv7s6dO7C3t6/z3IZGrNfKykqsXbuW24eNjIygUCh0HmPC862aup3s0aMHbz1/+umnOsfhCb1I+1Hftk99fvP19YVSqcTx48fRrl07br+5desWXFxc4ODggKysLGRlZcHBwQEymQwuLi687Vjfthw6zu1r167lMlSrM9xqrldhm+fo6Ii1a9dS7xVC/mZeOBDs2rUrzp49iyVLlsDCwkJYXatp06bh1KlTiIiI4I23+yscOXIEIpEIQ4cObbLxHd27d0fXrl1x4sQJXL9+XViN4uJi/Prrr5DL5QgJCeHK9+/fDw8PD2zatAmdO3eGQqGAs7MzNm3ahD59+vACoee5dOkSevTogejoaBQXFyM0NBRjxoxB+/btsXXrVvj4+GD37t3C2YCaC9Eff/wREydOhL29PSIiItCmTRscOHAAw4cP10rsU1lZiS+++AKDBw/GxYsXMXToUERERKCyshKzZ8/Ge++9V68TsSbGGL788kvExsaiuroaz549407A6t8WGxsLMzMzjBkzBr169cKBAwfQu3dvrQuEAwcOYODAgTh48CC6d+8OhUKBPn364MyZMxg6dKjW9K+Keht37doVqDmeFAoFxo0bhzZt2gA1+8r48eOhUCiQl5eH0NBQhIaGIisrCwqFAnPnzq1317SGbCdPT09MmzYNt27dwsaNG3lB18GDB7Fr1y6MHj0aw4cPB2oujN977z1ER0ejvLwcERERiIiIgL6+PmJjY+vcB3bs2IGQkBC0bdsWoaGheOutt7BmzRpMnDgRp06dQr9+/ZCWlobIyEh06dIFmZmZCAsLq3W7VVdXIy4uDkOHDoVKpYJCoYCvry9u3rwJhUKBjz/+uN4XNE1xTNa2nRUKBTp37sybtrq6GrGxsVAoFNyxZ2pqihMnTmDgwIFITU3lTZ+Tk4PAwEDExcWhdevWGDNmDEJDQ/HkyRPMnj0b8+fP5/aP3r17Q6FQwMbGBgDg7+/PfQ/huNW6pKSkYODAgSgrK8O7774LU1NT/Pe//0VoaChSU1MxdOhQ7N69G6NGjUKfPn3w8OFDTJ8+vUFJcs6dOwcfHx9s2rQJcrkcERERCAwMxPr16xEeHo78/HzhLDynT59G//79kZOTg7Fjx6JLly54+PAhJkyYwPsejV0nenp6CAoKQmRkJExMTCASiTBs2DAoFAoEBQVBT08PeMF2uCH2798Pd3d3xMXFQSwWc8efWCxGXFwcevbsiQsXLgA1N2IHDRoExhj+/PNP4aLw559/gjGG1NRUrUQl165dQ25uLnx9fSGRSHh1mhqyXisqKvDpp59iwYIF6NmzJ9cGJCQkICQkRGcwKFRZWYmPP/4YCoUCjx49QkREBEJDQ9GqVSvs27dP542o2jS0/WhI29emTRuMGzcOw4YNg0gkgomJCSIjI7n9pnXr1ggLC0NYWBgMDAxgYGCAsLAwKBQKhIWFceu8IW250IYNGzBr1iwuWBS2hXfu3MGwYcNw7NgxhIeHc8fwrFmzEBMTo3UDjhDyBmNN7IMPPmBSqZRJpVJmZmbGLly4IJxEy8OHD5mzszM33+DBg1lJSYlwspeipKSEDR48mLVr145dunRJWF1vy5cvZ1KplCUmJnJlS5YsYVKplC1fvpw3LWOMnTp1ipmYmLDx48ezyspKxhhj165dY7a2tszKyoqlpKRw01ZXV7MdO3YwuVzOwsLCWFlZmcaSdMvLy2Pe3t5MLpezVatWMZVKxdVVV1ezvXv3MjMzM2Zra8uuXbvG1am3hUwmY56enuzmzZtcXVlZGXvvvfeYVCplixYt4soZY2z9+vVMKpWyoUOHsoKCAt48U6ZMYVKplK1fv543T20uXLjAzMzMmIeHB+vbty87cuQIq66u5uo1f9uOHTt4dSkpKczKyop5e3uzvLw8rvzw4cNsxYoVWuvuyJEjzMTEhI0cOZIplUquXP0dPvjgA9709fXBBx9o7f/qdatr/1bvP8J9pbq6ms2ZM4dJpVI2ZcoU3vcvKChgQ4cOZXK5nB0+fJg3X20aup3U61pzP8nPz2f9+vVjbm5u7O7du9y0JSUl7LPPPmNpaWlcGdPYb2Qymdb3VLcXtra27OzZs1z5vXv3WNeuXZlMJmPm5uZs2rRprKKigrGadbJixQomlUq1tpt6HZuamjIPDw927tw5ro4xxtLT05mbmxuTyWTs4MGDWvMJt01THpOsju3M6nHsRUVFMalUymbNmsWbLzc3l82ZM4dlZWXxyh89esR8fX2ZjY0NS09P59Wp17tme1Uf6u9vamrKfvvtN668qKiIBQcHM6lUymxsbFhwcDArKiri6n/77Tcml8uZl5cXe/z4MVfOajlWNI/xLVu28I5x9X4vreUco/5tbdq04bUP1dXVbPv27Uwmk9X6PRqzTtTnEF3f5UXbYeH+WFu7pN5PzczM2N69e3nrS6VSsVWrVjG5XM5rF9PT05mNjY3WZxQVFTF/f39mZGTEZDIZ27t3L1fHGGOzZs1ixsbG7MSJE7zy2tS1XtW/RyaTseDgYF6bVFBQwAIDA5lUKmU//fQTbz5d59sTJ04wY2NjNnz4cN7vqa6uZpcvX9Zqc3VpbPvRmLZP/duF619N/V2cnZ3Zw4cPhdUNbsvVy3N1dWUeHh7sP//5D29/ZBrrVS6Xs5iYGF69+lxpZ2fHbt++zZuPEPLmeuEngn8XRkZGaNu2rbCY606h7nah/qvPC3BDQkIgl8uxZ88eFBcX8+p+//13VFZWYvTo0RCLxUDNXbr8/HzExMSgR48e3LQikQhDhgyBv78/Tp06hXv37mksSbc9e/YgLS0N77//Pj788EPu7jQ0ljdz5kzk5+fjt99+480LAPr6+li5ciVvvKREIsHkyZMhFotx9uxZlJWVAQDy8/OxZs0aWFhYYOXKlTA2NtaaRy6XY9++fVrdjOpy8+ZNLFq0CP369eM9qVX/tlmzZiE0NJRX5+3tjXfffRfp6em4cuUKV+7v74+ZM2dq3cF2d3eHq6srrl27hidPnvDqXgcZGRn49ddf4eHhgcWLF/O+v7GxMWbOnAnGGBITE3nz6dKY7dS2bVssXboUhYWF+Oc//wmVSoVNmzbhwoULWLhwIXe3HzUZIJcsWQInJyeuDDXLDg4OBmOs1m58H3zwAa9btrW1NcaOHQvGGCwsLDBnzhzo6+sDNftvWFgYLC0tkZGRoXVsoeYJw8KFC+Hh4cErd3R0RHR0NBhj+Pe///3cJ6lNeUw2xNKlS7WOvXHjxkEsFuPq1au8O/1mZmZYtmyZ1lMWU1NTBAQEoLCwELdu3eLVvajg4GAMHTqU+79MJsOHH34IACgvL8fixYshk8m4+oCAAPTo0QNZWVnIzs7mymuj2X6NHj2ad4wbGxtj5cqVz+2BMn78eF77IBKJMGDAAHTt2hV3797F/fv3hbM0uRdth+tLvZ9+9dVXWu8w1NPTw6RJkxAaGoq0tDQcPXoUAPD222/Dy8sLV69e5XX9vnXrFtLT0zFjxgwYGRnxuo4+efIEp0+fhpubG5ydnbnyFyWTybB06VJem2RsbIyJEycCAE6dOqUxtW5PnjyBSqWCg4MDL/OySCRC586dG5SNuaHtx4u0fY3RmLZc7d69e5g8eTLCwsJ4+6OmkJAQTJ8+nVffu3dvDB48GLm5uU3anZkQ8teiQLBGaWkpioqKhMXQ09ODtbU1rKysYGVl1aBkOB06dED37t1x6dIl3tievLw87N69G46OjujWrRugcYK1trZG3759NZbyfyQSCbp161avizqVSoWkpCSIxWKMHDmy1u6ugwcPhkQiwcmTJ7mgTq1jx45wdHTklQGAjY0NzMzMkJOTw3UrycjIwI0bNxAQEIAOHToIZ4GlpSU6duzY4GDL3d2dWz9q6t8mkUi4rjWaRCIRvL29dZ54q6qqcPHiRaxbtw5RUVHw9PSEk5MT113qdZSamorCwkKEhIRwXUU12dnZwczMTCs40KWx26lv374YP348tmzZgg0bNmD16tW8LqFCBQUF2LNnDxYsWIDhw4fDwcEB77//vnAyjlgshp+fn7CYu6jy9PTUCnLkcjnefvttqFQqVFdX8+pQc5Hr4+MjLAYA9OzZE5aWlrh58yZKSkqE1ZymPCYbQrNd0KQ+9qqqqnR2zcrKysKOHTswe/Zs9O/fHx07dkRMTIxwsiYxaNAg7gaWmqWlJSQSCbp27Qo7OzteXatWrWBlZYWqqiqd46s0qcc91dV+mZuba32GJlEtXf3lcjk3n679pik1RTtcH+r91NzcHIGBgcJqoOYYGzVqFFAzFAIADA0N0bt3bxQWFvK6GyclJaFVq1b4n//5H3h4eOD06dNce3Dnzh2kp6fD29sbRkZG3DwvqkePHjqTtNnZ2UEikUClUunc5zXZ2trCxMQEmzdvxrZt27S6OzZEY9uPhrZ9jdXYthw1x07Ac95x2a9fP+7Gm5pYLIa7uzsAvJKbKISQV6PZB4JvvfUWTExM8PTpUxQUFAir0bZtW+zfvx/Xrl3DtWvXkJCQoPVUqTYSiQQRERGoqKjAoUOHuPJLly4hMzMT77zzDkxMTICau+iPHj3C/fv34eTkpPUEUiaT1fui7tmzZ8jPz4eJiQnatWsnrOZYWFjAxMQERUVFqKio4NWZmprqHLupp6eHFi1aoKSkhDvRqu/Ebt26FXK5XOt729jYNCrYsrOzg1wu55Wpf5tmYgbhn64T76VLl+Dh4QFfX198+umn2LVrFwwNDTF8+HBuGzyPOjmE8PNk9XxC3BjqsTGayUU0/7p06YLc3FzhbDo1djuJxWJ88skn6NChA2bNmgVDQ0N89tlnWhcKlZWViI6Ohq2tLSIjI/Hjjz8iPT0dnp6edb5uRV9fv85jSiwWa11Ei0SiWu9mA4CVlVWtTwDU+/CjR4+07pZraspjsiGed+zdv3+fdwGqHkPq4uKCCRMmYN26dcjLy4Ovry83JrGpSaVSYRFHT09P5/YSBo61KSsrw8OHD5/bftXF0NCQ95RETf09lEplvY+bxmqKdrg+1PuppaVlncGZOlAvKirinmT5+/tDIpEgKSkJjDEolUocO3YMPj4+cHBwgK+vL9LT07kx4efPn0d5eTmCgoIES38xJiYmOvf5Fi3+7xLl4cOHzw2SnZycsGTJEqhUKkyaNAlWVlZaSXLqq6HtR2PbvsZqbFuOmpu8z7uhXdv+qm5zdd00J4S8mZp9ICgWi+Hh4QGVSsXdKW1KPXr0gKWlJX7//Xc8efIEjDHs3LkTMpmMlyRGTXPgeG1/wqcjtdHT09O6WNfF0NCw3hdpddFMgKHrT3Oge33oCgDUNAfQ1/anTsLx4MEDTJgwATk5OVi5ciVycnKQk5OD5ORkrFixot5dnNTJIYSfo1Ao0Lt3b+HkTUoz0YKuP83kFM/TmO0kl8thbm4O1Kx7XZ/1r3/9C7GxsQgMDMTp06dRVFSEjIwMxMfHc90GXydisZi70KxLUx6TTU2lUmHhwoXYuXMnFAoF9wTgypUr2LhxI9555x3hLG8MfX19ncHBm+ZVtcP1nV/z+LW1tYWTkxPOnTuHgoIC3Lt3D+fPn4e/vz/EYjF8fHxQWVmJ8+fPc084rays4OLiIlzsX04kEiEiIgJ37tzB4sWL0apVK8TFxcHJyQlr16597hPFhtJsP/6qtq8xbbmuGzWEkObr+VdBzUBQUBDkcjni4+ObfKyPjY0Nhg0bhosXL+LChQu4d+8ekpKSMHDgQDg4OHDT6evro3Xr1pBKpVi0aBFWrlxZ61+XLl14nyGkp6eHli1bIi8vr87fk5OTg/z8fEil0npdQNTG0NAQIpEIXbp00fqumn+LFi3SesLXUOrfZmBggJkzZ2p9huaf+lUm165dQ0ZGBsaOHQuFQoGWLVtyyysvL8fjx481PqF2hoaGmDFjhtbnrFy5EmPHjhVO3iTU62vgwIFan6n5N2PGjOdeNDd2OzHGsHLlSqSkpGDMmDHIzMxETEwMb3xdWVkZDh48CGNjY3zzzTdwcnLiXWw8fPiQ+/erUFpaWmvXMPV+b2tri9atWwurOU15TL4sBQUFOHToEJycnLBw4UJYWVnx6uszHu91o35ql5+fX+v3Z4w9t4vpX+1VtcPq/fTWrVt1tmXZ2dlQKpVo06YNd2waGRkhICAAN27cQEZGBtdFVH1jy8HBAXZ2dkhKSsLjx49x/fp19OjR4y993dPzSKVSzJw5E5mZmdi5cyekUinmzJmD48ePCyetVUPaj7+i7WtsW04IIUJvVCB49OhR7h1DEydO1JkkojGcnZ0xevRo3LlzB1OnTm2y5aLmombQoEEAgMTERJw6dQrZ2dkYNWoU76Qvl8vRuXNn3L17F5cuXdJYQsMZGhoiMDAQKpUKO3furPVOaFJSEpRKJQIDA58bRNSlY8eOaNeuHVJSUpCXlyesblKGhobw9PRESUkJTp48KazWSZ00xtLSUliF69evN+n4rqbWuXNnGBgY4NChQ1rvhWqoxm6nI0eOICYmBhEREfj+++8xYsQI/Pzzzzhw4AA3TXFxMW7cuIFWrVppXXhUVlZyCSpelatXr+LatWvCYjDG8L//+79QKpXo2bMn76aAUFMeky9LdnY2cnNzdXYnLSgowJkzZ3hlb4KWLVvC0dERSqUS+/fvF1YDNV29z507Jyx+rbyqdrhNmzbw9fVFbm4u75jUpFKpkJiYCJFIpNWts2/fvqiqqsLx48exZ88eeHh4cEmg2rRpA09PT5w/fx7Hjx/HjRs3dI4PfR3p6elh4MCBmDFjBqqrq3H27FnhJLVqSPvxV7R9jW3LCSFE6I0JBIuLi7Fo0SLu7tr27dtrPek1lEgkwueffw4/Pz8cOXIEffv2RVJSktYd5/Lycpw5c6bOcUW6eHt7w9PTE0lJSdi8eTMcHBzQvXt33jRisRhjxoyBSCTCJ598wst4iZoT0NGjR7VePl+boUOHwsHBAevXr8e//vUv3m9hNVkmly5dCgcHB172v8awsbFBSEgIMjIy8Nlnn2m9r0mpVCI2Nlbni4sbY8SIETAxMcFXX32FQ4cOaV1gpaenY/78+VzyFHUX0f379/OC/Fu3bmH69Om13vl9Hbi5uaF///44dOgQVqxYoRUMPn36FF999VW93mXXmO304MEDzJ49G2ZmZpg9ezZatmyJefPmwdjYGNHR0dwYRplMBjs7Ozx48ADJycnc/FVVVVi5ciV27drFlb0KFRUV+Oyzz3hPYhhjSEhIQExMDCwsLPDuu+/y5hFq6mMSGglwLl++zHui2liWlpYwNzfHuXPnkJaWxpUrlUpER0fXOk5I/T2ECZVeF5GRkZBIJIiNjUViYiLvGH9Zx+3LWCevoh0WiUQYM2YM5HI5FixYoLW+qqqqsG7dOmzZsgV+fn7o2bMnb35XV1fY29sjISEBJ06c4L0fUCQSITg4GLm5ufj3v/8NqVTKJQypr5exXnU5c+YM7t69yytjjHFtvrW1Na+uLg1pPxrb9qnHhtb2JFcqlcLW1lbnE+XGtOUvy759+9C2bVssWbJE61xMCHn9vTGBoJ6eXqPultaXTCbDpk2b8M477+D27dsICQmBiYkJnJyc4OLigo4dO8LMzAyffvopGGPceKn6kMlkGDhwIDIyMvDnn39i5MiROrvW+Pn54csvv8SdO3fQq1cveHp6YsqUKVAoFLCzs0NwcHC9XqwLAO3bt8e6detgbGyMuXPnwtbWFgqFAlFRUXByckJ4eDhatmyJdevWvfD4Js1Aevv27bC2tsawYcMwffp0DB8+HFZWVoiOjm6SC1/UPMGNjY3F06dP8c4778DJyQlRUVGIioqCq6srvL29ceXKFa57To8ePeDn54cTJ07A1dUVCoUCw4YNg4eHBzp37sx7bcHrRiKR4IcffkCnTp2wdOlSWFlZISIiAtOnT4e/vz+sra2xevVq4Ww6NXQ7VVZWYtmyZcjIyMDcuXO5rH5OTk6YOnUqMjIyuC6iLVu2xMSJEyESiTB+/Hj069cPUVFRcHFxQWxsLGbMmCH4Ni9X9+7d0aFDB3Tp0gXDhg3DlClT0L17d4wfPx56enqIiYnRmaVQqCmPSQBwcXGBpaUlduzYAT8/PygUCqxfv144Wb21bdsWEyZMgFKpxIABA7gXmjs4OCA5ORnjxo0TzgLUdP0zMDDAt99+iyFDhiA8PJyX0Oqv5u7uji+++AJKpRLh4eHo3r07pkyZgn79+qFbt27o0qVLkx+3L2OdvKp22N3dnXu9S3h4ONcmKhQK2NraYu7cuXB0dERcXJxWEpS2bdtyr5EoKSnRSm7i4uICY2Nj/PHHH7ynhfX1MtarLsePH4ebmxtcXV2584GTkxNiY2Ph5+dXa0ZVXRrSfjS27TM1NYWPjw+ys7Ph7++PiRMnYurUqdwNzFatWqFv376oqKhAcHAwFAoFRo8ejby8vAa35S/Tb7/9hmfPnmH79u06A1pCyOvtjQkEW7Vqhblz53LZrMaOHYshQ4YIJ3shxsbG2LhxIw4fPoyRI0dCJpMhOzsbWVlZKCoqgpubGxYvXoxr165h8eLFwtnrpH6nYG1JYlBzoT5jxgzs27cPPj4+uHnzJn755Rf89ttvMDMzw5o1a/D9998LZ6tVt27dcPLkSUydOhUGBgZISEhAfHw8xGIx5s2bh0uXLulMU98YMpkM27Ztw/fff4/27dvj2LFj2LhxI06fPo3+/fvj8OHDGDBggHC2RgsJCUFKSgqCgoLw+PFjxMfHc79t8eLF2Lp1K9ftTyaTYd26dRg3bhzKysqQkJCAzMxMfPfdd1i+fPlLvcHQFKytrXHs2DHMnDkTRkZG2Lt3LzZu3IibN28iIiICR48ehZubm3A2nRqynRITE7F582b4+/sjPDycW4b6gsfDw4PXRXT48OHYtGkT7O3tceHCBWzbtg1ubm5ISkqqNRX7y2JoaIiYmBgsWrQIqamp+OWXX3Dnzh0EBQUhOTm51ldfCDX1Mfn2229j/fr1cHBwwKVLl7Bnz546xyk+j0gkwpQpUxATEwNzc3McO3YMe/bswYgRI/D777/rTC0PAF5eXlizZg1MTU1x/PhxJCcnayWV+CuJRCJMnToV+/btg5eXFzIzM/HLL7+gpKQEP//8M2JjY5v8uH1Z6+RVtcPDhw9HSkoKIiMjUVRUhPj4eCQkJMDS0hI//PADjhw5ovOpmEgk4l4n4OrqqnWDxMLCgnsKqPm0sL5e1noVGjBgAIKCgpCfn8+dD4yMjPDDDz9g27ZtkGm81/J5Gtp+NKbtE4vF+Pbbb/HOO+/g8ePH2L59O549e8ZLxDVjxgx89NFHePbsGRISElBQUMB1y21IW/4yDR06FG+99RYGDx783GykhJDXj4jRs3xCyN9ETk4O+vfvD1tbW2zfvl3r6Qf5eygtLUVYWBguXryI/fv31/tGCCF1ofaDENLcvDFPBAkhhBAAePToETIzM2FlZaUzCRQhhBBCno8CQUIIIW+UAwcOIDc3F56enmjTpo2wmhBCCCH1QIEgIYSQ10peXh7mzp2rlQWyqqoKe/bswYIFCyCRSLgkHYQQQghpOAoECSGEvFaqq6uxZ88eXhZIdTbUyMhIPHv2DMuXL2/yzKGEEEJIc0KBICGEkNdK27ZtsXr1agQEBHBZIBMSElBZWYnIyEicOXMGkZGR9DSQEEIIeQGUNZQQQgghhBBCmhl6IkgIIYQQQgghzQwFgoQQQgghhBDSzFAgSAghhBBCCCHNDAWChBBCCCGEENLMUCBICCGEEEIIIc0MBYKEEEIIIYQQ0sxQIEgIIYQQQgghzQwFgoQQQgghhBDSzFAgSAghhBBCCCHNDAWChBBCCCGEENLMUCBICCGEEEIIIc0MBYKEEEIIIYQQ0sxQIEgIIYQQQgghzQwFgoQQQgghhBDSzFAgSAghhBBCCCHNDAWChBBCCCGEENLMUCBICCGEEEIIIc0MBYKEEEIIIYQQ0sxQIEgIIYQQQgghzQwFgoQQQgghhBDSzFAgSAghhBBCCCHNDAWChBBCCCGEENLMUCBICCGEEEIIIc0MBYKEEEIIIYQQ0sxQIEgIIYQQQgghzcz/AxeLB8wuZeLMAAAAAElFTkSuQmCC[/img]
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Información: Logistic Function