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data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAeAAAAFoCAYAAACPNyggAAAgAElEQVR4Xu2de5wkVXm/n3N6UVhEFAiiiMpFVyOCgrtdzYIBLwEJiYoSEpeVKCoG0bgJSBSBBUSjkoAKKEbkR9ZVkYgSCYIaRGXp6kVUECKIEiQaESGKyCUufc7vU9WX6e7pnul7dVV964/9zM7Uec/7Pu+Z+fa5G/SIgAiIgAiIgAhMnYCZeo2qUAREQAREQAREAAmwGoEIiIAIiIAIJEBAApwAdFUpAiIgAiIgAhJgtQEREAEREAERSICABDgB6KpSBERABERABCTAagMiIAIiIAIikAABCXAC0FWlCIiACIiACEiA1QZEQAREQAREIAECEuAEoKtKERABERABEZAAqw2IgAiIgAiIQAIEJMAJQFeVIiACIiACIiABVhsQAREQAREQgQQISIATgK4qRUAEREAEREACrDYgAiIgAiIgAgkQkAAnAF1VioAIiIAIiIAEWG1ABERABERABBIgIAFOALqqFAEREAEREAEJsNqACIiACIiACCRAQAKcAHRVKQIiIAIiIAISYLUBERABERABEUiAgAQ4AeiqUgREQAREQAQkwGoDIiACIiACIpAAAQlwAtBVpQiIgAiIgAhIgNUGREAEREAERCABAhLgBKCrShEQAREQARGQAKsNiIAIiIAIiEACBCTACUBXlSIgAiIgAiIgAVYbEAEREAEREIEECEiAE4CuKkVgLARs8e9iO67yj2OxJyMiIAJTJSABnipuVSYCYyRgS4/UBLi8+RitypQIiMCUCEiApwRa1YjAWAnY4rvAnFyz6U/DVd4/VvsyJgIiMHECEuCJI1YFIjABAja4G/xXa5bNH+PCHSZQi0yKgAhMkIAEeIJwZVoEJkOg+Hqs+QQu3Cy2b4NNOP9mqFw4mfpkVQREYBIEJMCToCqbIjBJArb0Ezw/xJcPqXWAS5djeA6uvOskq5VtERCB8RKQAI+Xp6yJwIQJlA7C+itwS7aFa39dq2zfJ2IfvQ9nDobylRN2QOZFQATGREACPCaQMiMCUyFggxsxPEA13LdW34ptMWY9xjwlWo2FC/ecih+qRAREYGQCEuCREcqACIxKoCmiB9Ys+fNxdg2UH263vM/uWPcDnN8TKje1CbA3n8Xy/3D2eXDdzaN6pPIiIAKTJyABnjxj1SACixBYsS3WnIHzJ0LhIaw7C2O+TTVc31awEHwbz9a4cI+uBm1wE4b7qYb7CbkIiMDsE5AAz36O5GHmCbQK8Mb7KASr8H4XXOV0WLkMW70YqA8tmzNx5eNjJPF7fDr+2rEv+K2x5nKcW4E1Lwd2BHM03l+F96tg432ZR6kARSBFBCTAKUqWXM0qgS49YGfWQbihGbEJvoxhd/CX4JZcABtua/7MFk/Cmavj921wB547MWyD46217xVPwpg75vWos4pTcYlASghIgFOSKLmZZQIdc8CGI+bEsnN+mBtxhcN7CjClo7D+fPD/hLOnxPPIUU85ejqHtLOMVLGJQAoISIBTkCS5mHUCrT1g+2ws5zZFNuq9eg7FmCfjzM5Yd+qCPeAIlQ3uxfu78Xa5BDjrbUfxpZmABDjN2ZPvGSHQZQgafh7PAUcCjHkPcCqOb7aJcyP61iHoWICLZ4E5FmceLwHOSBNRGJkkIAHOZFoVVLoIdCzCqi28Wotzx2LtmWBWgy+A/1AcV2MOuCbOp7XEWh+ejkTY3Qh8HFd+h4ag09Ua5G1+CEiA85NrRZpGArYUnXZ1USykgzy2dDZwJK78xEGK6V0REIHpEZAAT4+1ahKBwQjY4ARgLS7cYrCC9bdtEB3kEZX/wFDlVUgERGCiBCTAE8Ur4yIwAgEb/AL4Oi5cPZQVG6wDXooLnzxUeRUSARGYKAEJ8ETxyrgIDEsgOBLLBbhwybAW4nI2eBTHURBeNJIdFRYBERg7AQnw2JHKoAiMgYANfoznNnz4JyNZM8G/Y1iGC3cbyY4Ki4AIjJ2ABHjsSGVQBEYlUPxjrLkSt2l7uOHe0aztvR12s3tw/iCofHU0WyotAiIwTgIS4HHSlC0RGAcBG3wfw4NUw5XjMEch2IBnS1z4/LHYkxEREIGxEJAAjwWjjIjAuAgU/xBrbsGZvaD8vfFYLb0A67+L88+Fyn+Ox6asiIAIjEpAAjwqQZUXgXESKJS+hfdPxIXPG6dZbPADjPk11fKLxmpXxkRABIYmIAEeGp0KisC4CSzbCvvE+3Hmz6B8+Xitlw7B+n/D/XpruO2B8dqWNREQgWEISICHoaYyIjAJAia4DMMeuHDnSZjHBv+F5yZ8+IqJ2JdRERCBgQhIgAfCpZdFYIIEbLAJxzEQ/vNkagnehOU8XLjZZOzLqgiIwCAEJMCD0NK7IjApAja4EDgYFz5pUlXEdm3wS+AKXPj6idYj4yIgAosSkAAvikgviMAUCNjgIeB9uPC9E63NBtHVhu/GhUsnWo+Mi4AILEpAArwoIr0gAhMmYIsfAvNmXLj1hGuqmbfB/eA/gascP5X6VIkIiEBXAhJgNQwRSJqALf4azDpc+PapuGKDj4BfjavoqsKpAFclItCdgARYLUMEkiRgS8eDP23oKweH9T2+qtCcjCt/aFgTKicCIjAaAQnwaPxUWgRGI2BL/wP+G7hw1WiGBixtg/VgDsCVnzJgSb0uAiIwJgIS4DGBlBkRGJxAcTXWXDjylYODV1wrEV9V6F8PlejeYD0iIAJTJiABnjJwVScCTQI2uB3Pj/HhyxOhYoKvYNgNFz4zkfpVqQjknIAEOOcNQOEnRWDFq7D2C7iHdoCb7knGiz22xy69G+deDRu/mIwPqlUE8ktAApzf3CvyJAlEVw7C1hM7drLf2KLjKeF+XVXYLzC9JwLjIyABHh9LWRKBPgmUno31P8T5F0Llhj4LTei14t5Y8x2ceQ6Ub51QJTIrAiLQhYAEWM1CBKZNoBBcgzfb4cq7T7vqrvXZ0s0Yfy/VcP+Z8EdOiEBOCEiAc5JohTkrBPbYErv0ARyvhPDfZsOr4M+wfAn30FZw04Oz4ZO8EIHsE5AAZz/HinCWCJjSlzD++bjwGbPkFja4E2++jy+/cqb8kjMikGECEuAMJ1ehzSABG/weZ94G5fNny7vS0Vj/UVz4mNnyS96IQHYJSICzm1tFNmsEbPFTYA7BhdvPmmuxPza4B/zluMobZtI/OSUCGSMgAc5YQhXODBOwwYNgPoArnzaTXtrSyeBPwIVbzqR/ckoEMkZAApyxhCqcGSVggw8Af40LHz+jHtbcssFvgY/hwhNm2k85JwIZICABzkASFUKSBFZsizXHAFuBie7XvRFXOBw23BZ7VQhW4fl0/LXnZrxZAeWHx+5xXI/fBVc5vWZ75TJsdS3OHQsb78MWTwJT63kbjqAarq+9F6zEcm3dnxuBm4GDceE2Y/dRBkVABNoISIDVIERgJAIrtsWY9VizLha1NiGMxM2vBu4Euxbjj2oXyZEq7igcfxA4A+dPjAU38iN6Gj41vqa0BdadhTPrwHwX607FLbmg+YEhes+WHgFzIu66fxynh7IlAiLQTkACrBYhAiMR6BC+uEfpXxz3RBsi6Pkg8C1cYS320aNw9pSJ9IKjXq4zV9eF9TicPw8KD8WCizm6LUzHvhBuaPaMG/+PBTj4LPAiXLjjSGhUWAREYEECEmA1EBEYicAiAuxZCby5duVgNCw8QQGuDTsfjCtcQeHRZ1OtXEatxzu/l9sZc2OIuinM0VWFHAmNoeqRIKmwCIhAFwISYDULERiJwAICXJtf/Xc8G/HhH9d6mzA3TztSxV0Kx2J7HIZfUl3yzfZ56Nb54R71tg5bm+KVGLMLLnzWuL2UPREQgRoBCbBaggiMRGAhAV55ALZ69Zx5fz7OrpnI8HOjktoc9H7t9dTnfRvD0N5fhfe1OeJo/tqYA+Ovm9/feB/s92Tspv/BFV4MG74xEiIVFgER6EpAAqyGIQKTImCD72L4PdUwmFQV8+w254HDDSPXWQhCPI/BhXuNbEsGREAE5hGQAKtRiMBECKx4FtbehrMr4LrrJ1JFq9HGHG7bFqNRa91nOdZtxLllsPFHo1pTeREQgXYCEmC1CBGYBAETfAPD9rjwuZMwPzWbNrgFzz348ICp1amKRCAnBCTAOUm0wpwmgf03xz7yIM68GspfmmbN46+r9Eqs/wJu8y3hmkfGb18WRSC/BCTA+c29Ip8UAVP6IsbvhQufPqkqpmrXBj/Fm+/iy6+aar2qTAQyTkACnPEEK7wECMRXDvI3EH4sgdonUGXw11g+rKsKJ4BWJnNNQAKc6/Qr+LETsMEnwb8CV/mDsdtO0qAt/grMZbjwjUm6obpFIEsEJMBZyqZiSZ5AfOUgH8KFa5N3Zowe2CCK53hdVThGpjKVewIS4Nw3AQEYGwFbej/4t878lYPDBhxfVWjOxZXfNawJlRMBEZgjIAFWaxCBcRGwwX3A53DhW8dlcqbs2OBc4C9w4bYz5ZecEYGUEpAApzRxcnvGCNhgDZj348qbz5hn43UnvqrQvwsXnjVew7ImAvkjIAHOX84V8SQI2ODnwLdx4V9MwvzM2LTB54D9dFXhzGREjqSYgAQ4xcmT67NCoPSXWL+uduVgDh4bXVVoVkM5ujdYjwiIwJAEJMBDglMxEWgSsMFteH4aXzmYh8cEX8XwdFy4LA/hKkYRmBQBCfCkyMpuTggs/yNs4RqceSqUo2HoHDylHbH+Z7jq/nD9N3MQsEIUgYkQkABPBKuM5oZAIfgOUKUaFnMTcxRoIahE/1INX5iruBWsCIyRgAR4jDBlKm8E9tkV636M8yWohPmKvhhgTRlnd4PrfpKv2BWtCIyHgAR4PBxlJY8ETHA1hh1w4R/mMXxs8J947saHL85l/ApaBEYkIAEeEaCK55XA2iXYK/8Px2EQXppPCsGhWC7BHfRYWPtoPhkoahEYnoAEeHh2KplnAib4Asa8EFfOxpWDw+bSln6K99/Bh68e1oTKiUBeCUiA85p5xT0agfjKQb8GKtHxjDl+im/FmrN0VWGOm4BCH5qABHhodCqYWwI2+A2wFS4s5JZBa+A2qAIP4MIniIcIiED/BCTA/bPSm7knsP8TsI/cDGwNPIgLd8g9kgiADX4JLAXux22+O1wTfUDRIwIisAgBCbCaiAj0RaB4MNZcAtwKXAm8ARc+ua+iWX/JBr8APgUcBDwb5w+DyhVZD1vxicCoBCTAoxJU+ewTsMG7gdPxXIYPD8UGZ0iAW9LeEGAXnogJLsXwCuAkXPi+7DcORSgCwxOQAA/PTiXzQMAGnwZeC/4fcJVIiKMhVwlwa+5bBTjmU3wfmL8HPoMLj8hDM1GMIjAMAQnwMNRUJh8ECsXr8GYvHEdCeHEzaAlwe/47BTj+aXA4losw/rtUK/vko8EoShEYjIAEeDBeejsfBJZggx8DW+DsCrjup21hS4D7EODolX2ejnUbgYdx4W6ADuvIx++PouyTgAS4T1B6LS8Elr8IW7gc+CkufF7XqCXAfQpw/TUb/ACi6wurh8D138pLS1KcIrAYAQnwYoT08wwTWLkMW42GlvdsC9KbMr7ce9h0VgTYFk/Cmash3DCWJEX2MKe12/Ln4+waKD/cs46uQ9Adb5vg3zEcCOY4XPnssfjbZmTFtlhzBs6fCBvvG799WRSB8ROQAI+fqSymjsCKbTGFjRi/C/izcZU1C4aQVQFuBF0IVuH9LrjK6X2lsh8BjgzZ4llg3gFcgAvf2Jftvl+SAPeNSi/ODAEJ8MykQo4kRsAE12Io4cx7oPz+OT+ClViurf2/0ROsLsXYr2FYBtyO8efhzfkYjqDqrsSaY+JTsjDHAzfiCofDhttiE609zPj9cH38/Vjw2B7vD8SYA+fqisq4SLSObvfB7zXnV91b76/C+1W1elp7glEM/sU1MY2/jrYIPT622SwT9RhLW7TXxSdx4ZvactLN/5rv58cHk+Avim17nhH7UrAHgd8SHzPZE/zJOH6ONR/H+zKGHzZjc+xb68nXhRQTMfunuP7mzzpGLBoMu/fcT45jjvyLnph1HOOpuCUXxDnpyT3q7XfL/QKjAIk1XlWcZgIS4DRnT76PTsAGtwPb4k2Ij4Za62JJ9Mf+0aNw9pR4+LXZK/TnYcxGjN0GXCQQO2L5Ao4AF/9sPdasq/3BjwVvdTyEW/CHdgjBWTizLhadyLbzq2sCuvG+WKi7DS23iUld0Oe919kT7BRgzm1+KGi111qnLUXi/FZ84bAmj/lCVvO/EIktF4C/GMyeWH88jpfFIleovnAursJDscDHMdv764uz7sOFO9VE156DK6yFTfe2M+zIQzPjHWLaEO7OIejFBLgr98K93XPf54jA6K1SFnJCQAKck0QrzE4CQdSL/Dr4e3B+5ZwA1AW41juK9gC3PFEPLhLZuAf8FPDn1oQyEsOol+nPa+99NsTQno510fxqvSdbN9no2XUKa2uVnb271p5zV6FeTIAbveHWSqIheLO+1vtuPnfjCvvXBHhe77j2UuR/LMDmHOBicL/F+Q9gzQlNAW72Pus9/fj/7sou9dVHCzbd23sud56fLSMMPYagFxPgVv8aoffMvQRYf0fGS0ACPF6espYKAqWjsf4cPN/Ehy9t74G1CHC3P85RT6tvAY6HTNfizHFY9zfNoc9ORj0FOFiJ8Sc1e8Zj6QH3EODWYet5c8Cdvc2WAOJ3+xTg6AODMXfUh+prC6aMvRjDH+HMsVA+vzkE3W0xVfxhJBL+SAjH1APuJcBdc5+Kxi0nU0RAApyiZMnVMRCwpY+CP7Y2z1p5S81i6xBo6xB0JJ7u2PZVtQMIcKuQLbSwaSEBbgxhE809tw5v14egY0GrzyXPi6U+nGvY0DIHXJ8P7mDZFMdw/dxwe0uPr5f/fQtwB+PW+mzx47XRAXMOrrq2Zw+4tUxtjnZuOL1rDhvz6/UFZbWe7fFdh+DbcDQ+OHXmfgztTyZEoIWABFjNIT8ETDEa+nwpjjUQfnQu8G4C3FwcNTcMHQ8Zu1sX7AG3DeW2buHpGMZtXQDVU4BbykTvG3MVhnvmBLdlUVKnvdrw+Y21RWI8aVEBjnv2LcPQnuvx5o/mth/18D9aaLVQD7h1GL+5mKr+oae9vg0YArz5Jsbd3n07UesiLP+hWm+4vqAq+rpt6DiaLog+QLTG1VFmoaH/zmHoNt/z8yujSCdLQAI8Wb6yPisEbHBLvGDKFQ6CDeFIbvXchpTTrTC9tiEtJHBdE7AywFajm6Z+jgufO1KOVFgEUkBAApyCJMnFUQgUn4k119UvjN9lFEvNshLgdoxjE+C6WRvcEW/lcn4fqESr1PWIQCYJSIAzmVYFVSNQPAJrLsCwkWq439iozMpBHGMLaERD/R7EMUg1heDbeFbg/FFQ6ViNPoghvSsCs0tAAjy7uZFnoxCwxQ/WDsPw/4KrHDmKqXllJcD99YBHhW6LF4F5HfgP4SrvHNWcyovArBGQAM9aRuTP6ARMcBmGQ4B34cIPjm6ww4IEeDoCHNVig0h434/ncnwYneKlRwQyQ0ACnJlUKpCYgA2+D+yKi06eqnxtIlQkwNMT4Lim4suw5lLgJ7jw+RPJqYyKQAIEJMAJQFeVkyCw/w7YR74HbMI99By46cFJ1FIX+TOAN+DCJ0+sjjQZnsQc8Lz499gSu/SHwGa4zV8A19ydJkTyVQS6EZAAq11kgEDplVj/GQw/oBoWJx6QesBT7gG3VFcIKniehzOvhfKXJp5rVSACEyQgAZ4gXJmeAgG7z1pwJwOX4MLDp1BjNMytHnAr6Kn0gFsqtEF0h/NhYE/DXbd2KjlXJSIwAQIS4AlAlckpETClL2Li6/VOw4XT+0MsAU6uB9yo2QZRvk/Gm8vw5VdNqcWpGhEYKwEJ8FhxytjUCNSGInfHmVVTH4qUACcvwLEH8dTDegw3T2XqYWqNWxXlhYAEOC+Zzkycz30cdqtoMc6SxBbjSIBnRIAjN5qL7x7FPfAcuOV3mWnqCiTzBCTAmU9xlgKMtqPwRbC348ovSCwyCfAMCXDdFVv6Hrhn4njVxLafJdbgVHFWCUiAs5rZrMVlgxOA9+HNl/HlVyYangR49gQ48siUvoTxfwq8Gxd+INE2ospFoA8CEuA+IOmVhAnM2pGEEuDZFODIq0keQZrwr4Gqzx4BCXD2cpqtiOJD+c3y2qH8rRfPJximBHh2BTj2LFhVu4TDXz/WSzgSbHKqOpsEJMDZzGs2ooqvpfNb4Zita+kkwDMuwJF70TWUXAfmAVw4nmsos/FbpShmiIAEeIaSkVtX5l3cXtoH678C/Gzhi9lXLsM+ehTOngLlh6fGTwI8fgGe1wb6zeYibcAGtwBPxZmXQzm6F1qPCMwMAQnwzKQix460/fEN3oblLLz/Or5y0MJUJMAz0WrGcRLWpAQ4AmSKV2LMS3GsgfCjM8FMTohA1DRFQQQSJxD98fVsj2cNhp3wVPBhUPNrxbYYsx5jDoz/69gXzHex7iwwR7f5bjiC6hTmidUDnkwPOG4D/sBarv3JuMrptYqClViujb/0/iq8XwWFhwZqAzaIhPdYMOfjym9JvM3LARGQAKsNzASBmgB/HNgcxzuxrMAVojOe74r/yDqzDsINsRhbe07tZxtuA/WAZyJ/4+oBe47HFQ6HTffO5Tla2Vxdi3PHwsb7amLsV+Psmtq0wyBtYJ83Yd25eP9tfOUlM8FOTuSagHrAuU7/jARvS/8D/vE4sx9wK9adiltyQe0PsTkD50+s/fGNt5mchDNX1wR5kD++Y4xVPeDJ9IAjq/EIRmmLuTZQ3Q7rXzzXG44+hLW2iUHbQOkFWP8f4H+FqywbY6uQKREYmIAEeGBkKjA+AqXnYf01wO8xHDf/j68EeHysJ2hpXD3gqQhwnYMNfgRsizP7Q/kHE6Qj0yLQk4AEWI0jIQLFN2DNx/FswPLJ2Il5vZ/OIeiVyzDuI3j79rkh6NbhySmFoh7wFHvAHUPQ8XSF3699CHrINmCCb2BYifNvgcqnptR6VI0INAlIgNUYpk/Als4G/zfAJ3Hhm2hbAds6/NiY561G97/uGTsaL8KKhp8bPZniSWBOi/83rUVYpngJxvwpLtx8+vBmsEYbPIL3X8ZXDhvau4XaQG2NwKdj281FWPUpieh70bTEsG3ABv8MvBHMh3HldwztvwqKwBAEJMBDQFOREQiY4N8xHAjmOFz57BEsJVdUPeDx94CTyybY0jvAn4nnKnz4J0m6orrzRUACnK98JxutLd4MZiecOwQ2fjtZZ0aoXQKcLQGOo1mxH9ZeDv6/cZXdR2gdKioCfROQAPeNSi8OT2DFzlhbAR7EhbvGA8lpfiTAGRTgOCSLDX4CbIlzRdj4X2lupvJ99glIgGc/Ryn3cOXhWHcRxt9ANVyZ8mBq7kuAsyrAtbgKwQa82Rtnj4QN0foDPSIwEQIS4IlgldGaUJXeD/7vgU/jwtWZoSIBzrYA1z5krQOOAPMPuPK7MtN2FchMEZAAz1Q6MuSMCS7F8ArgJFz4vgxFph5wZzLHsQ94FhuIDd4NnI7nMnx46Cy6KJ/STUACnO78zab3Nvgu8CyceQ2Ur5xNJ0fwSj3g7PeAmxGWDsL6fwV+hAv3GqHVqKgIzCMgAVajGCOBvbfDbnZjtFsTt/nucM1vxmh8dkzZ4kVgXhc7tODe4/jc4pZjFGcnhPF5Eu3b9vcCS7vu0Z0TspbjJaP93Wl69n8C9pGb42y7TXvCDVG8ekRgZAIS4JERykCNQOkQrP88xtxCtbw801QaPeDo+Mzo6XkDUx4EOJ4v/QXwWfBL287tbmsEnQespLCFFErX4/1zcebPoXx5CiOQyzNGQAI8YwlJpTu1k4hOxZsv4MvDn4aUVPCtJy3hz28ec9jr+wsKcHQ5QMvJXW3X6iUV4CD1drv+MTp5LBbQuSsgW3v+Cwlw6ylVcGPttqO09YBb+JnSJRj/avCnzF0QMQhfvSsCcwQkwGoNoxGwwWeBw4H34cL3jGYsidKd19s1fOj4fu0M4l3iP7o9BbjzusS09YDrItu8/rElH5GQGnNHy3ndc9dE9hLgVmZtNxylWIAjJDZ4L/BuPA/i+VsIo+Ms9YjAwAQkwAMjU4H5BIqvgUq0UCV9T9v1hi3ut51NHH2/5do766MPGm+Ib3CKnuYQdKfgpk2Ae13t12X4uJVPVwHuLJOBIei21l38LNZEHzwfie+xhp8D1+LMRZlceJi+3+xUeCwBTkWa5OTECEiAW9BKgAdqZza4G/xVOD6C5U1gXgI8I16ECD8G81WcPx/CHw5kVy/nhoAEODepVqBdCcy73q7xVscQdDyXGR2iudAQdDz/uxbnjo3fNWY9hg3pmSusz/96c3rbjVNRLG1D0B3v9RqCbi1Tm08/PvVzwK2NyAYnAifiwqXtbSs4FMMqDPsATwL/EMb8AO8vw21xNlwT9Zr1iAASYDUCEWhbKNSyCKvX901wGYY/awPXuCaxUSa6Ns/yMTx7pEeAo4g6FpE1r3/sWJzVXIQVz3tHw6+PnePRYGif1lyQZvzReHbDLbkg1YuwOn9bbHA/8M+4sDYd0fUJ3kaBV+N5PrA1cC+ejXj/OahEJ27pySkBCXBOE6+wRyCggzja4WX1JKx+mkh8tzVH4spP7Od1KO2I5VjwLweeDWwG/Df4b+LMhRBe058dvZUFAhLgLGRRMUyXgARYAtxKwAYPA6fgwg8O3hDjqY43gDkA/NPBbgL/I/BX4sx5EN45uE2VSAsBCXBaMiU/Z4eABDhfAtxznUAdgw0+DbwEFz559EZa+kuM/0sMAfAHwAMYbsRzKS48a3T7sjBLBCTAs5SN1PnScjhDNOfp/SrYeF97GC1zij3fSVngEuDsCHC3VfCd31tMgCMaNngUx1EQXtQOZ6StaBZb+luMf1W8lgAeB/wSb0K8/wyEn0/Zb47c7SAgAVaTGAOBaDRsiboAACAASURBVCGOOaPrMYS9tvmModbETEiAMy7AwRpc4YqBFouZ4ApMdAFJuNsYBbijie+zK9YdA+ZA8M+Mbi4GoiHqb+D4JISVxH4nVPFQBCTAQ2HLaqHo0zrXtkRXPzrQ3dXzGML45V4CnLXDF5pDjmfEB3GMZcgxA20pzYuw5h24Evdm6wK86d7aVrJY8OaOKK31eNdg/IN4c34tg9VjoHAuzh8IS+6afxypPw9rz8EV1jaFvW1r1zDtoPQSrP8rMC8C/1Tg92BuBX81zn8QKr8cxqrKTI+ABHh6rGe8po5jFFv/OCx0DGEvAW4/A7gW+4I3B804nlb31APOTg+4KcCF72AfPQrnP4A1J7Rvl+pyQEltX/iOtXPD4+1WazHsijdbgL95TmhbhqDbxH6BUaOhfxWCv8JwOMaXwGwN5jd4/z28/wJUzh3arApOjIAEeGJo02a4lwCbS7Hu1LY/SPN6DeoBpy3bY/U3Cz1g/O9qe7YLX8ZW/xTnz5tbz9BDgJ25unZgSaP9czE2+p77KG7j22uMW+eAW+34vSjwjN43aY2aob2XYjdbE+9X9+wORB8M7sbbDXi/DsJ/G7UGlR+dgAR4dIYZsdBx201zyC0abpMAtyVZPeDs9IAbAmm4CcNDcWCOYDgB9idiCxvBW1y483wBbhneLlRfRNVdOn/R4qT+nOyzO9YfDe5lYHat13IH8HXckk/AtdE93nqmTEACPGXgs1tdr3OAFzmGMA5IPeDZzesUPEtzD7gmwKsx5oZYEK19XTy3W7XroBzt722/iKPxvbbFha3t3x4Wn4Dm/u8ZsNnv5h9HGq+zWIHhd1STvEVpxZ/EscK+QLR96uH4Lm/vvozb5sPwld9OoeXkvgoJcO6bQANAZw84+n5j4Ul16dxilNa53I7jCWNTrYtVtAgrF80r1QJc3ybneGs8nDx/bvdiYM+5PPqTa+eBF09i3hC0PzHu0drir8E8ga7HkS5w3naijaV0NMYfhvF7x77D/+LNd/B8HsoXJOpahiuXAGc4uYOF1rlfsfNu28GsZfptDUG3pzfVAjyJlrrPm7HuXFwYHTPZ8Sww0jQJV4ayufd22Me8DfwhwHNarlv8Fs5fBJWvDmVWheYRkACrUdQJdOnNNg/iF6Q2AhJgCfBivxI2iLYAXYELX197td7T9tFCqG4H1ixmMMmfL1+OXfJG8I3rFh1wO/iv4qofh+/clqR3aa5bApzm7Mn3ZAhIgCXAi7W82ja8d82/qnCxgmn4eXzd4hEYSsAOQDTXHV23+CXcHmfBJzalIYpZ8FECPAtZkA/pIiABlgD302Ljqwr9J3CV4/t5Pb3vBG+n4F+NN9F1i48Hfy/eVvAuum4xOidbTw8CEmA1DREYlIAEWALcT5uxwUfAr8ZV+ryqsMPovJOy6iu248M/4u2BZ4E5Ov66bbqo7US7+ml2G6Y0TLx8J2zhrcDLwSwDH82D3wV8E1f9FFz/rX7Q5eUdCXBeMq04x0dAAiwB7rc12eARMO/Blc/st8jcex0LtlpXXs9bhd045jI+Nrb94JzBKx5jieK+WHMUsD/wNOBzuHDVGCtItSkJcKrTJ+cTISABlgD32/Bs8TOx+LjKU/otMvde6za+TfdizTE4eyZ0bAusFZjr6TaOgZ3JRZTFl0Hla4OzyGYJCXA286qoJklAAiwBHqR9xVcV+tdDZd0gxWrvBitrR1bGtx7RfvRlfd9xL6MzLcSDk8hiCQlwFrOqmCZLQAIsAR6khZngKxh2w4XRFYIDPvEpW9EVhL/DuX9pHl3Z701K3W57GtADvT45AhLgybGV5awSkABLgAdq28UnYc0vcOZlUP6PgYpGL9dO5yI+gav5dO7b73FqXXQaV+r2HQ9MKLUFJMCpTZ0cT4yABFgCPGjjKwRlvNkcV37BYEUzepzrYBAy+7YEOLOpVWATIyABlgAP3LhWvBBrr8eZ50D51sWLt5zNPpOLqRaPQG8sTkACvDgjvSECnYJzBvAGXBjdIqNHZ0H31wZscAueX+HDaEuOHhFAAqxGIAKDEjDBnRiehgvtoEUz+b4EuM+0Fl+BNV/EbXoc3FC7e1jP8ASiBWae2klbXUcJ2ubJp3wgSX9hSYD746S3RGCOgA1+F98Q4/zboXKe0IhA3wRscCfefB9ffmXfZfTiwgTaDiVpeTUFK8AlwGrcIjAIAVt8H5i34fkahr1x4dMHKa53806gdDTWfxQXPibVJGywBuMfxJvz4ziiyxmq4fpaTC1HYfa9CrvLbWwNm6093bb7xusEewlwr+/PEHgJ8AwlQ66kgIAN7gM+j9vpb7D//TDOvAbKX0yB53JxVgjY4B7wX8ZVoiMa0/nUtkbtSHwutX0atroW546Fzbab+3rjfTUxjs7Djt4rP9wz2LZ9za1l/F5t5WMx9ru0bcnqFNo2wW7U6E9u38Y1G9glwLORB3mRCgLFd2DNB3DhY2uf+oNvYNgeFz43Fe7LydkgYINTgHfiwi1nw6EhvJh3FrU5AxedzGWfjfUvnhO7+CCR+s8iQe7x9BLggj80LtHsXXecjx39TD3gIRKoIiKQNgI2+G/gOlx4eM310m5YfzvOFKG8MW3hyN8ECdjgt8DHcOEJCXoxfNXjFuD2Xuvcgql587gS4OGTppIikFoCweFYPoMLC20h2OAGDJuohkFqQ5Pj0ydgS+eAfy0u3Gb6lY+hxp4C3DEEXRsy3m/hIeiFDhvpGMLudiqYesBjSKhMiMAsE7DF2/DmLnz4snY3iwdgzdW4zZ4C3/5F7WfBSow/abAjAOuLULw5vXbgvp7ME7ClR8D/Ay5cm7pYewrwxvto7c32uwhr/rzt/NudYkiNIzfLD9eO6DSntbBr32qkRVipa1ZyOFcEusxPdf2lje80/Tau+jS4PhqGbn9s8CO8+S98+cD+BLjbJ/5eAtxlyC3TOWpdDdvyx7Y15vZVsTO5uKavFJnS9Rj/FFy4Y1/vZ/alHr+HxtwxN/ebzeC1CCubeVVUfRHoU4ALpevBe6rhiu5mS6/F+n/BhUv6qpZBzvfNmwA3CPaKu89FPf0lIvm34qsKzeugHN0bnN9nXm92NlctjztBEuBxE5W9FBFYSIAL92IfPQpnP4X1PwROxXA7VXdlvKozfkyA8efV90L+Gvg6+P8FczTdht7a/8i0LzSZd6JPy1nArUTjvZGF77Rv9ai/68y60YavY9H783h7ybwYOvxp2/fZK+XdYmj8Ye3Y9znvJKNeApyxDySmdBXG74wLn5WiXxy5OiYCEuAxgZSZNBLosvk/CiMWg7oAe7Mcww4Y3htHGAmwMeuxZl28HzESK8sXqPJ3GLs/rrw5dBH2tv2LPXrAXYe/ewhO27vjEqXITvViHG+Nhbx1a0jbNpE+Bb8t5th2fa9o4SGsO4vmB4aIlz0HV1gLG26rtaTOmLrmaiaPFxzsN2HlU7DVn+OWHADXXjNYWb2ddgIS4LRnUP6PQGDRHvCbwKzB+cMpmNre30YPONrzGF2U7szV8fejvY/Ru5j1uOra9r2PnYI7BgGuHXBQ228ZCV2VO0fr/XYRveYWEHMp1p2KW3JBUyD7OeavpwBHvDr2hs778JGTHnCEvRCEeDbDhXuP0JhVNIUEJMApTJpcHheBRQTYPPpvGLMlLnxqLHKLC/DjgL/GuZ0nL8CxiB+H40IKHEzVrlvwpKG+kHWI3qgC3HokYXNkIVrh3c/ce44EmKCIJcT5Z0Hl9r5SpZcyQUACnIk0KojhCCzWA67+J453Q+FL8dCs4UML9oCj3qgNHgQ+Cv4JtZOB6qf/tA7h1lbxHo8rHD435NrrRJ/WoduOk4RigfTRaUq/pFq5bDgGraV6CXC4vm04OhLQaBh+sS1TPbeBdA5hr1yGcR/B27f3HoJu+Dmu4fbRaY3VQu2qwnvw4QFjtStjM01AAjzT6ZFzkyWwgADbaGWqPwJYGi+oMuYqDPcsLMD+PIy9ERMtYmo8ja008Xm5FwN7YvzReHZrDun2s5+xsd+xbfFTN+EahdgCAtwQXWNqW636WoTVcih/w63mYqv6fHPEo6133PH9+IetK2IzKsCUXoX1/4rbaQu45PejZFFl00NAApyeXMnTaRKwxd+BOQsXRofOD/bY4Pc48zYo126KmdjTMg88sTqGNdxlnrvbQfrDms9iORv8FM8N+LB2/rGezBOQAGc+xQpwYAI2eC/4d+Aq0Zzu4I8pfQnjn48LnzF44X5KNHqWPQ6q6MfENN6Zd7rRjPs7NJN4JOUYYCswxwMtq7MH2b5VPAZrzk79VYVDc8xfQQlw/nKuiBcjYIN7IRoOrLxlsVe7/3zvpdjNfofzr4JxzM0O54VKTYtAfU482poW3drT2tMfdPuWDX4FXIYL3zgt71VPcgQkwMmxV80zSSB4G5Yzm1cODuujCa7BmO1w5d2HNaFyaSHQuZagMTVgzxx4+5YtnQr+uFRfVZiWtM2AnxLgGUiCXJghAtGVg96E+PJho3lViu5F/SHOLYeN3xnNlkrPNoExCnAUqA0eAHMOrvyu2Y5b3o1KQAI8KkGVzxCBFYdh7edw4WbxeVijPrb0PYx/hGpYGtWUys8ygV4CHG1LK55E81KBfrdvBecBh+PCbWc5avk2OgEJ8OgMZSErBGzxVrz5GT586XhCKr0E67+GszvAdfeMx6aszB6BBQR4qO1bUS84uqqQv8eVz569eOXRuAhIgMdFUnZSTqC+stjZZ8B1Px1bMDa4Hc+P8eHLx2ZThrJPwAbRnvGV8SlsejJLQAKc2dQqsIEIFEob4+MlquXlA5Vb9OXiaqy5sP+rChc1qBfyQsAWqzh7BJQ/m5eQ8xanBDhvGVe8XQi84OnYx96J8/tB5dqxI7LF/wGuwVVeO3bbMphdAib4Koan48Jl2Q0y35FJgPOdf0UfETDB1zB+J1zl2RMBYkvHgX8vLtx8IvZlNKMElu+ELdyFq/4RXP+tjAaZ67AkwLlOv4KPCdigiuO1EEbzbpN5bPHXYNbhwrdPpgJZzSSBQlCJLiykGr4wk/HlPCgJcM4bQO7Dt6XPgy/hwp0mysIWPwTmzbhw64nWI+MZI7BPCeuuw9nd4LqfZCy43IcjAc59E8g5ABv8H47jIfzIxEnY4CHgfbjwvROvSxVkh4AN/hNvfoEvvyQ7QSmSiIAEWO0gvwRs8DHgMFy43VQg2OBC4GBc+KSp1KdKMkKg+Gqs+Xz9eNRHMxKUwpAAqw3kmkB85B8fwYUnTo2DDTbhOAbCf55anaoo/QRscBee6/Hhq9MfjCJoEFAPWG0hnwRscDqwBhcOd+XgsNRMcBmGPXDhzsOaULk8ElhxLNb+k64qzFbuJcDZyqei6ZdAfOWg+QKufHS/Rcbz3rKtsE+8H2f+DMqXj8emrOSCQNxmuRQXvjkX8eYgSAlwDpKsEDsJxL2Jfxz5ysFhwRZK38T7bXDh84Y1oXI5JJDUqE0OUU8rZAnwtEirntkhUJtP24gPX5OMU8U/xJpbcGYvKH8vGR9UayoJJLFuIZWg0uG0BDgdeZKXYyMQ/C2WD9ZPpUpuRakNvg88HhfuMrbQZCj7BGor9/9cVxVmI9US4GzkUVH0S2Bm9lQWX1PbWrJpe7ghmtvTIwL9EYj3rvt3QuXD/RXQW7NKQAI8q5mRXxMg0DhV6DG7wLf+awIVDGbSBj/G8yN8ePBgBfV2rglM6/S2XEOeTvAS4OlwVi2zQGDmztUNjsRyga4qnIXGkTIfpnF+ecqQpNFdCXAasyafhyAwozfL2OAXwH/gwiOGCEpF8krABF/H+KdO7AavvHKdctwS4CkDV3UJEZjVu1VtcAKwFhdukRAZVZtKAhO+wzqVTNLntAQ4fTmTx8MQiIfs7Cq47nPDFJ9oGVv6NXARrvyOidYj49kiUChtjI8TrpaXZyuw/EQjAc5PrnMYabAS408C+zDGL8eFT51JCDY4E3iTriqcyezMsFPBSizX4tgZwjtn2FG51oOABFhNI70EbPEknLkawg3dg6gLsDEHgDkBVz67d7ArtsWaM3D+RNh4X/9QSltg3Vlgjsb7q/B+1WDl6zXVrio8Axee0X/dejP3BGzxVpw9CcqX5J5FCgFIgFOYNLncEK3FBBiwwXnA4YsfXDCsADeyMWJ5W7wIzIG4cAflVwREIB8EJMD5yHM2o4x6wIZf4s0xwJ4YjqAaroeWXik8Cv5cXKU+v9r2szoXfzLOnxf3gDG3Af8E3IgrHA4bov/38fQQ4EKwCs+nawb8+Ti7BvxeWP9iXCW6kan+RMOJ/ls4czSEn+yjQr0iAiKQcgIS4JQnMNfuRwLsWVkb9t1sO2x1Lc4d2xwCtsUPglmDczs0vxcLot+lJn4rl82ViZazmPUYNsQ/a3uvH8rdBDgW1dU10S0/PGdzyeex1YNx5uNYdypuyQUUqi/E8XcYnqDjKfvhrXdEIP0EJMDpz2F+I2ibA+4igNH1bZ5f4d2+fQlw2xxwLJ4dvdSFUHepPxLx6Il75dETCf6jR+H8eqxZhSt8Blt9C86so8AzqLp7sfYrOH8IVK7Ib2IVuQjkg4AEOB95zmaUCwpw8RisORv8p9oXVtVXjjaIOPatLeLqFNBJCrD9MNZFw+dfqblhtsfzOFzhCgrVT+LZGhfukc2kKSoREIEGAQmw2kJ6CSwkwLb0Uzw/wLiftQlwz5XTExBgOoago7qjx9kz46FnzC9w/hIsbwfzNFzhFPCbYd0PcH5PqNyU3uTIcxEQgcUISIAXI6Sfzy6BngJc+BOsv6jd8dYFUFzb9rO4F+xubd+G1G8PeMW2tbljc+CczUZd5YeJRdecVvtZ5/fZMZ4fLvhDcX51cwuTDW7E8ADVcN/ZhS/PkifQzxa4eJ3DxfEixVG2ySUfbCY9kABnMq05Dyq+cjBaHR0e0E4i/oNVW/TUWN088GKrabAtHYT1V+DMdlD+32nUqDrSTGCBLXCL7pVPc9zp910CnP4cKoI2AkERS4gzz4Tyj+fBadsW1NErnSWStvQTPD/Elw+ZJbfkyyQJdKxPaG6Fc3c1D3uJqm9ut2v40kuAu3zgnKT7sj0wAQnwwMhUYKYJFIIQz2a4cO+Z9nNR54qvx5pP4MLNFn1VL2SAQCSi9hxcYW08OhPvcTd3xCvoW79u7HGPVs43T4DrtgOgdeqjjmeecGcAW8pDkACnPIFyv5VAaUes/xmOAyC8JvVsbHA3mK/iyq9LfSwKYBECvQTYXNp12iSy1tzeph5wWpuXBDitmZPf8wmY0lUYvzMufFYm8Njiu8CcrKsKM5HNRYLoPKGtsWAvOk61y7oFCXAmGoUEOBNpVBAxARs8ijOvg/JnMkPEBr8BfyGusiYzMSmQLgQah7TYU+JT01qftiHo+qp7b05fcAg6Lq854FlvahLgWc+Q/OuPgA2ie373w4U79lcgJW/ZYnTT0utx4RNS4rHcHIpA1zPK62eHV5e2bXVrzuUusgVOAjxUJqZZSAI8Tdqqa3IEbOkR8O/GhdFFCtl6bPAw+NNwlfdnKzBFM0egc995x5ywUGWSgAQ4k2nNWVC2dA741+LCbTIZuS3+C5g/1lWFmcxuPaguvdnmMalZjjvfsUmA853/bERvg98C5+HCv89GQF2isMEmnH8zVC7MbIwKTARyRkACnLOEZy5cG6wFjseFW2YuttaATOlyDM/BlXfNdJwKTgRyREACnKNkZzJUG9wD/su4ylGZjK8ZVGkbrL8XZw6G8pXZjlXRiUA+CEiA85HnjEYZvAXLR3DhYzIaYHtYheBaPFvhwj1zEa+CFIGME5AAZzzBmQ7PBnfizffw5VdlOs5mcCv2xNrv4+zz4Lqb8xGzohSB7BKQAGc3txmPrPRKrL8Ut/lSuOaRjAc7F54NbsJwP9Vwv9zErEBFIKMEJMAZTWzmw7LBLXh+hQ/3z3ysbQEWD8aay3GbbwPX/CZfsStaEcgWAQlwtvKZk2iWL8cWNuLcMtj4o5wE3doLvgPPLfjwT3MXuwIWgQwRkABnKJm5CaUQlPHmsbjyXrmJuS3Q0lFY/3FdVZjP7Cvq7BCQAGcnlzmJZL8nYzf9HGdeBuX/yEnQ88OMryr0V+EqR+aWgQIXgZQTkACnPIG5c98Ur8SYXXHhM3MXe2vANng38B5cuDTXHBS8CKSYgAQ4xcnLpevxlYP+r6Dy6VzG3y7C0SKsC3Dh3+WehQCIQAoJSIBTmLR8u1zcGyo35JtBPXobvBMXflAsREAE0klAApzOvMlrERABERCBlBOQAKc8gXJfBERABEQgnQQkwOnMm7wWAREQARFIOQEJcMoTKPdFQAREQATSSUACnM68yWsREAEREIGUE5AApzyBcl8EREAERCCdBCTA6cybvB4HgUKwCk9tP7FjXwg3tJtdsS3GrMeYA4EbcYXDYcNt46h6LDYW9X/lMmz1YmBPvL8K71fBxvvGUreMiIAIjExAAjwyQhlIPQFbPAlnrp4nwJHARU81XD/TMfbyv9f3ZzoYOScC+SEgAc5Prmcr0ljc/JZ4c0zcQ8OfjKucXnMyWInl2vjLvntubb3VmhnDEbF4tvYU8efj7BooP9wEMhMC1hJzzbF6j9vdhXVngTm6LabWbHb1v7QF1p2KW3LBTPXaZ6sVyhsRSJSABDhR/DmuPBJF51fXhkUBa8/BFdbWvq6uxblja8OlkTD51fNEsxNdJELG3FHrrbaW8Xu1lY/F2O8yJ/ZRfR094DbBblTU+gFh3Hlbse1c/Btui/1pxNIWVyyqZ+HMurbeeqf/0f8xp7V52fgwMm7XZU8ERGBoAhLgodGp4EgE2oZ3W3tr1e2w/sVzAhmJkzkD509ccP6ylwAX/KGxn81h5Ghe9NGjcPaUZi848R5wLwE2l87rxXYbFlcPeKSmqMIikBQBCXBS5PNe77gFuL3XOrdgap5gzaIA13u2jWHm5jB51DvvGEaWAOf9N0fxZ4iABDhDyUxVKD0FuGMIujZkvN/CQ9ALzXd2DGHHw7PRqufGfHOXIegGyKktYuryoaDVh+bQen2e25vTFxyCjstqDjhVvw9yNpcEJMC5TPsMBN1TgDfc1rZoqt9FWPPnbed6wW1zoi2LsObPlbZvNZqaAHf2gKP8NPysLm3ZCjW3sCx6ZUH/JcAz0MrlgggsSEACrAaSAQJd5onb5oRnPcS4l94x791YlDZD+45nHaP8E4GUEZAApyxhcrcHgXm9wUmuWh53Frpsoep6MMi465U9ERCBJAlIgJOkr7pFQAREQARyS0ACnNvUK3AREAEREIEkCUiAk6SvukVABERABHJLQAKc29QrcBEQAREQgSQJSICTpK+6RUAEREAEcktAApzb1CtwERABERCBJAlIgJOkr7pFQAREQARyS0ACnNvUK3AREAEREIEkCUiAk6SvukVABERABHJLQAKc29QrcBEQAREQgSQJSICTpK+6RUAEREAEcktAApzb1CtwERABERCBJAlIgJOkr7pFQAREQARyS0ACnNvUK3AREAEREIEkCUiAk6SvukVABERABHJLQAKc29QrcBEQAREQgSQJSICTpK+6RUAEREAEcktAApzb1CtwERABERCBJAlIgJOkr7pFQAREQARyS0ACnNvUK3AREAEREIEkCUiAk6SvukVABERABHJLQAKc29QrcBEQAREQgSQJSICTpK+6RUAEREAEcktAApzb1CtwERABERCBJAlIgJOkr7pFQAREQARyS0ACnNvUK3AREAEREIEkCUiAk6SvukVABERABHJLQAKc29QrcBEQAREQgSQJSICTpK+6RUAEREAEcktAApzb1CtwERABERCBJAlIgJOkr7pFQAREQARyS0ACnNvUK3AREAEREIEkCUiAk6SvukVABERABHJLQAKc29QrcBEQAREQgSQJSICTpK+6RUAEREAEcktAApzb1CtwERABERCBJAlIgJOkr7pFQAREQARyS0ACnNvUK3AREAEREIEkCUiAk6SvukVABERABHJLQAKc29QrcBEQAREQgSQJSICTpK+6RUAEREAEcktAApzb1CtwERABERCBJAlIgJOkr7pFQAREQARyS0ACnNvUK3AREAEREIEkCUiAk6SvukVABERABHJLQAKc29QrcBEQAREQgSQJSICTpK+6RUAEREAEcktAApzb1CtwERABERCBJAlIgJOkr7pFQAREQARyS0ACnNvUK3AREAEREIEkCUiAk6SvukVABERABHJLQAKc29QrcBEQAREQgSQJSICTpK+6RUAEREAEcktAApzb1CtwERABERCBJAlIgJOkr7pFQAREQARyS0ACnNvUK3AREAEREIEkCUiAk6SvukVABERABHJLQAKc29QrcBEQAREQgSQJSICTpK+6RUAEREAEcktAApzb1CtwERABERCBJAlIgJOkr7pFQAREQARyS0ACnNvUK3AREAEREIEkCUiAk6SvukVABERABHJLQAKc29QrcBEQAREQgSQJSICTpK+6RUAEREAEcktAApzb1CtwERABERCBJAlIgJOkr7pFQAREQARyS0ACnNvUK3AREAEREIEkCUiAk6SvukVABERABHJLQAKc29QrcBEQAREQgSQJSICTpK+6RUAEREAEcktAApzb1CtwERABERCBJAlIgJOkr7pFQAREQARyS0ACnNvUK3AREAEREIEkCUiAk6SvukVABERABHJLQAKc29QrcBEQAREQgSQJSICTpK+6RUAEREAEcktAApzb1CtwERABERCBJAlIgJOkr7pFQAREQARyS0ACnNvUK3AREAEREIEkCUiAk6SvukVABERABHJLQAKc29QrcBEQAREQgSQJSICTpK+6RUAEREAEcktAApzb1CtwERABERCBJAlIgJOkr7pFQAREQARyS0ACnNvUK3AREAEREIEkCUiAk6SvukVABERABHJLQAKcgmlfKQAAABJJREFU29QrcBEQAREQgSQJ/H8XlorvGwjhZwAAAABJRU5ErkJggg==
20
model (internal)
false
-80
1
2noyeshigh,no,yes,hot,golflow,no,yes,hot,golfhigh,no,yes,cold,no golflow,no,yes,hot,golflow,no,yes,cold,golfhigh,no,yes,hot,golflow,no,yes,cold,golflow,no,yes,hot,golfhigh,no,yes,hot,golflow,no,yes,cold,golfhigh,no,yes,hot,golflow,no,yes,hot,golflow,yes,no,cold,no golflow,yes,no,hot,golflow,yes,no,cold,no golflow,yes,yes,cold,no golflow,yes,yes,hot,no golflow,yes,yes,hot,golfx-eyes,smiling,mouth,teeth,labelno,yes,open,yes,bitingno,no,open,yes,non-bitingno,no,open,yes,non-bitingno,no,closed,no,non-bitingno,no,closed,no,non-bitingyes,no,closed,no,non-bitingno,yes,closed,no,bitingno,no,closed,no,non-bitingno,no,closed,no,non-bitingyes,no,open,no,bitingno,yes,open,no,bitingno,no,open,no,non-bitingno,no,closed,no,non-bitingsmilingyesnobitingx-eyesnoyesnon-bitingmouth,closed,open,non-biting,bitingx-eyes,smiling,mouth,teeth,labelx-eyes,smiling,mouth,teeth,labelyes,no,open,yes,bitingyes,no,closed,no,non-bitingno,yes,closed,no,bitingno,no,open,no,non-bitingyes,no,open,no,bitingyes,no,open,yes,non-bitingno,yes,closed,no,bitingyes,yes,open,no,non-bitingHumidity,Rain,Windy,Temperature,play golf?high,no,yes,hot,golflow,no,yes,hot,golfhigh,no,yes,cold,no golflow,yes,no,cold,no golflow,no,yes,hot,golflow,yes,no,hot,golflow,yes,no,cold,no golflow,no,yes,cold,golfhigh,no,yes,hot,golflow,no,yes,cold,golflow,no,yes,hot,golflow,yes,yes,cold,no golfhigh,no,yes,hot,golflow,no,yes,cold,golflow,yes,yes,hot,no golfhigh,no,yes,hot,golflow,no,yes,hot,golflow,yes,yes,hot,golfRainnoyesTemperaturehotcoldgolfHumidity,high,low,no golf,golfTemperaturecoldhotno golfWindy,no,yes,golf,no golfHumidity,Rain,Windy,Temperature,play golf?Humidity,Rain,Windy,Temperature,play golf?low,yes,yes,cold,no golfhigh,yes,yes,hot,golflow,no,yes,cold,no golflow,no,yes,hot,golflow,yes,no,hot,golflow,yes,yes,cold,no golflow,no,yes,hot,golfhigh,yes,no,hot,golfgolf