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</div><h2>HL Paper 3</h2><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline how variations in specific molecules can lead to phylogeny.</p>
<div class="marks">[3]</div>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the value of classifying organisms.</p>
<div class="marks">[2]</div>
<div class="question_part_label">d.</div>
</div>
<br><hr><br><div class="specification">
<p>The diagram below is a cladogram.</p>
<p><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAV4AAAEICAIAAACYngunAAAgAElEQVR4nO2dz2si/5rv578owSZ9SZNmzFwzhjHg3DQkl4I0x4z5jgEhDQZkzOAlfTEgpMFFwICQBheCAcFAGgQDtQgYvi68uBDsg+cQyMIZc3BRYMCFUAsXBbUoTi2eu3hOf059TXW++WGsHz4velGprlRXd6feVj3v9+d5/gEIgiDu8Q9mXwBBEFaEpIEgCANIGgiCMICkgSAIA0gaCIIwgKSBIAgDSBoIgjCApIEgCANIGgiCMICkgSAIA0gaCIIwgKSBIAgDSBoIgjCApIEgCANIGgiCMICkgSAIA0ga7I0kSYPBALdHo5G5F0M4CZIGu1IsFlOpVC6X+3Z+nkqlUqnUQTJp9kURzoGkwZYcHR3xPK+qKtvTbDYjkYiJl0Q4DJIG+3FWKrk4jr1HMHK5nCnXQzgSkgb7sb62tuzz3d/Pag2iKH49OflyeJhIJHq9HgAoivLt/DwWi0mSdJBMbgaDV9WqpmnHmQzP88ViEQBUVb2oVDaDwdFo9OXwkOd5QRAAIJ/Pf9zYyOfz7A+6ubn5enJykEweJJPD4RD/6NNC4SCZFEUxFotFIpG7fn8K/xTE60HSYDNGo9H/ePs2/h//8bMDJEmKRCKSJAFArVZ7Nz/f6/UkScpms4seT7lcliTpOJN5Nz//7fy81+tdXl66OO622x2NRsVi0cVxp4WCJEn5fP7t3FyxWOx0OvV63cVxnU4HAERR/LSzoygKAGSz2SWvV5Kk4XD4eX//w+qqIAi9Xm8rFNqNRqf2b0K8BiQNNkOSJBfHPVBxzOVysViMfflhdTWRSACAIAgrfj/u7PV6+lcSF8ddVasA0G63XRyHO+/6ff0xS14vPkQcJJNHR0e4U1XV9wsL2WwW/9ztcBj3n5VKgUBgYn9nwgxIGmzGX//6V98//3P43//9ZwfsRqOoBQh+mANAvV5/v7CAOweDgf62f7+wgLe9XhpkWcanCfxyxe/HY9bX1lALkK1Q6NPODvxWGvQyRNgUkgb7cZBMvnG78ZFez2g00jQtlUrpb8uDZBIfIiYlDZFIhEkAAGyHw/gQQdLgMEga7Mddv/9ufl7/1gAAiqLUajUAwLoAVgcBYDcavahUAEAQhCWvF3eOSYOL4+5LAx4jiiJ+yaThrFR6OzenaRruX19b+95qAUmD4yBpsCWiKK74/bvRaLlcbrfb387Pz0ol/C1VVSORyKedHVEUz0qlVCqF+7+enDA5aDabLo67vLyEHxKAxmc+n3dx3PX1NfyQCZQDSZLeLyx8OTzUNG00GvE8j2bE15MT/EZVVXej0SWvF12Srycnb9zu+/YqYSNIGuyKoijX19dnpdJVtYp+BEPTtEajcVYqoacAAJIktX8gyzLb1u//y1/+Yrh/7Hj8o+v1+lmpxJ4pBoMBHnBzc6PfnvK/CTFBSBoIgjCApIEgCANIGgiCMICkgSAIA0gaCIIwgKTB0qiq2m63a7UaWgMYQBoMBtlsloWR9GSzWfIFiIlA0mBRNE07SCZ3o9GravW2272oVD7t7GwGg6qqfjs/d3Fcu92+/12JRKLZbE7/agnnQdJgUb4cHm4Ggyx0CACSJG0Gg7j9M2kgiElB0mBFLioVF8dhqwU9LPL4gDTo11bcX2dxH32rqId5zNkIx0DSYEW2QqF38/MPHODiuEajkUql3i8ssMUUp4UCdkxg29/Oz78cHr6bn+d5Xpbl40xmxe9f8npvu11VVYvF4ofV1e+tViwWe+N2b4VCWNHQNO3o6EgQhL14/CCZ1DRtMBjgeURR3AwG387NsY5S62tr2KIyl8t9WF39vL8PAKPRKJvNfj05icViuIIDAAaDwXEmk81md6NRzGgTVoakwYr4/+Vf9Ksb7+PiuONMRlGU4XDIVj1omrbo8aA04Pbn/X1FUWRZXvJ6Y7HYXb+vadqnnR28gXFtZSqVkiSpXq+/m5/H1dzfzs+xzSQur8DHk0ajgW0dNE3DYge+7JwWCnhJZ6XS+4UFXDexG41ihloURbbWazMYlGUZAJrN5tu5Oep/bXFIGqzI+4UFVlYwRP9CweQAdOsjx7a3w2H2Of/15ITpjv48u9Ho27k5ABgOh71eT1XVq2qVHaBflDnWCQYAOp3OG7e7Xq/jt79fWMj9YDscrtfrt93uit+Pe7LZ7HY4jOs1CctC0mBFPm5ssN4Khuhv6Z/JgX47Foux1kz61dP685TLZRfH4TuFIAjHmQxKwH1pGFvTLcvyit/Pzn99fX2/ncRVtcqWhBO2gKTBimDPaLZukiFJEj6TT1AaGo0GbguCgAWOcrnMGsw9RhpisdjHjQ18v1BVFV8i9NWEXq+Hy8DxxQcANE0zzGUQ1oGkwYqoqroVCmFHVrZzNBrhEzv8XBqWfT7DbdaLCe5JQ7lcxu1EIoHHRCIR3Ljtdl0c973VkiTpe6tlKA36EgMAXF5eqqr6YXV1fW0Ni51npdJdvz8ajRY9nu1w+K7fVxQll8uhxhGWhaTBoqiq+nl/f8nrTSQSxWLx6Ojo2/k57hcEwcVx6XQay4dv5+b24nFJkrBSqN8+SCaxe8Kyz7cVComiKIpiJBJ5v7CAjyQujtsMBmu12lmpFIvF8C0AHx82g8F8Pv9hdXUrFLq+vj5IJl0cd1GpSJJ0Wii4OC6fz//5z39+43ZjISOXy309OcFG0p1OZ8Xvd3EcaxIDAM1mc9HjcXHcG7eb2RaEZSFpsDSapnU6ndd79saHgk6nMzY2QpZllAlZlh8ffNCDrwysDx2iqmqn0yFvwhaQNMw0Lo6jYDVhCEnD7IK5BnxPIYgxSBpmFFmWr6pVQRAEQRhrLUkQQNJAEIQhJA0EKIqyHQ5TdZDQQ9JAAAAcZzJ78bjZV0FYCJIGAgBA0zSe51lEynZgOyw9vV5v4qkqWZa/nZ8Xi8XJntaakDQQf6PX6y16PPYdOTUajbbD4UWPp16vf2+1zkqlFb8/n8/r2+G8kNtudzMYfGBMuZMgaSD+zlmptBUKTfBemjIHyaR+1iaO/5xsb4iDZJKkgZhFIpEIa8FgO8akAQDezc9/OTzU71FVdSzfqWka7jF8ARnbyaRBUZT7OdH7J7cvJA3EbxgOh4sej02XRY5JA2s/g1/KspxKpbABLza5UVU1n88vejysZRbP8+zevqpWTwuFrycn62trbH0qSsNxJvN2bk6/GERRlHQ6jSffi8cd0CyPpIEYp1arfVhdteOn30Ey+W5+Hu/eSCTyxu3WF1a3QiGWCt8Oh7FxnqqqLo7LZrOapsmyzBrSNJvNrVAID26322/cblyQdpBM8jzf6/UkSUokEm/cblx+YnhyW0PSQBjweX8/nU6bfRVPhj01KIrS6XT24vElrxdvdewiwd4OsAyBq78MV7izJeoIz/OpVAp+W2u46/dxVfsDJ7cvJA2EAdi4yXYrr+7XGj5ubAQCAU3TcCU7u12xFQU+CLxfWGCNMHiex7bdK34/agESi8VwvflYGXLJ6y0Wiw+c3L6QNBDGtNvtFb/f+hFJfZnwvjR82tl543bLsoyf8LVaDfe32+23c3PoxRhKw2YwuL62xs6zHQ7n83n4rTQoivLG7f7eamEPK8OT2xeSBuKnWDwiKcvy5/19fevtz/v7emm4vr7G3jb45fraGnMrcrkce2NycRyThhW/H6UBHwRw4ZmqqkteL9YUDpJJ7McNAI1GA8cIaZoWCAQMT25fSBqIn2LliCQ+1KRSKfQCFEU5K5WWvN63c3OxWOwgmVxfW1v2+Y4zGfbpLYri+tracSZzWiiw/fl83sVxiUTirt+/qFTezs1FIhE0aPL5/MeNDZzlwbpaNhqNQCBwkEzilA2WELvr93meHzu5rSFpIB7CghFJTdOOMxlWX3wqkiQ93nxRVdVwxfpwODQMQTzp5BaHpIH4HSwVkez1ejzP70aj1GPitSFpsCL4+sq+ND0/Y5GI5FmptOjxUFuq6UDSMAGur6/z+fzXkxOc6fi91Xpqx2RBEHCCi6qqp4XCkteLz/D1ev3jxgZrymwWpkckh8NhJBLZDAbH2tsSrwdJw0u5qFQ+bmwwT1uSpEgk8vXk5EknGY1GbNAb5mfY6z3P86ZLA5gakazVaoseTy6Xs8hLzYxA0vAiarXaktc79sCPc6Wffc6x2VD6cZXmMv2IJNqTgUDg5uZmmn8uASQNL0HTtHfz84YPCPqSvqIojUajVqvp40M3Nze33S5OfIMfTVzxt7DRM3t610uDpmk3NzeXl5e9Xu+V/lIPMOWIJNqTXw4PTS+1zCYkDc/nbwv7rq4eOEYUxUQiIUlSuVxe9vnQHkcv/TiTSSQS7+bn//u//mszGGRZnZ9JA6YMvrdaaCgyKZkm04lIMnuSrXckpg9Jw/PBO5ytzAEAnOb4xu1+OzeHhfQVv58dkMvlln0+fF3Xj5YGAEEQflcaRFFkx8RisZe8s7yE145IMnvS+hltZ0PS8Hy+nZ8bjnj5uLGxGQwCAA6hZy8XnU7HxXH42qyfYQuPkwbkttvN5XLra2tm9Rp61Ygk2pNsQi9hIiQNzwfvfJaoZ2yHwxjsr9Vq+scKrC/igrznScNxJoPNDs1tQ/YaEUmyJ60GScOLwGLBWFGQSQPakKwBcbvdfjc/jw7cM6QB7UPcaXqHwslGJMmetCAkDS9CUZS9eHzZ59N/hG4Gg2w54JfDQ57nscaezWZZFGrZ58MVfoggCIseD27jwwVbz4OLdgDg8vLyjdvdbDYFQVhfW/u0s6Mvc0yfiUQk0Z78sLpq9+4GzoOkYQIIgvB5fx9bBh4kk7lcjiWgNE07LRT24vHTQoGt57+8vMSDRVEEgMFgkM/nD5LJ762WqqoXlcpBMvnt/FyW5U6nk0qlstmsKIqKohxnMp92dq6q1VqtthuN4rebxcsjkuh3pNNpsictCEkD8XyeHZFEe3LZ5yN70rKQNBAv4hkRSbQnY7EY2ZNWhqSBeBFPjUiiPfnU5WfE9CFpIF7KIyOSzJ60VGMY4meQNBAT4HcjkmhPTnYCJfGqkDSYyUEyaa7LMCkeiEiSPWlTSBrM5KJS4XneGR+khhFJZk86pmPi7EDSYDKxWCybzZp9FZNBH5FEe9KOc24IhKTBZEajEVus7QAwIon25F48TvakfSFpMJ9Go7Hi9zsjEYgRyUWPx5rTK4jHQ9JgCdLptLnLpSaIfQdtE3pIGiyBoigfVlfZIgu7Y9NB24Qekgar0Ol0lrxeu09eR2w6aFuPLMvfzs9x8TsudQOAq2o1lUrhCjrHz8ghabAQp4XCp50ds69iMthl0PbDfNzY+Lixod9znMm4OM4ZhaGHIWmwEJqmbYVCjpnOZPFB24+BdeVh5HI5F8eZdT3ThKTBWgwGg0WPx/ERSbsQi8V+Jg2yLLfb7Xa7raqqqqq4je8dqqpiv+9Op3NVreKj012/LwiCvr2FLMv1er1Wq7G3SFmWLy8vAeD6+rpcLpv7zEXSYDkEQXB2RNJGPCANAPC91WJtgW+7XewDOhwO9+JxF8ddVavZbHYrFAoEArVaLZvNxmKxd/PzqPudTofneUmS8vn8ktcry/JgMNgKhVb8/mKxmM1m19fWIpHI9P/KDJIGK7IXjzsyImk7tsPhJa8Xi5H4i+d5Jg1jXTzfLyzU63UAaLfbLo7DZ4G7fh9lAo9hiY9cLof/xZIksT7j2AcQC5zYc3jaf2EdJA1WZDQarfj9DotImn0Vz+Hhp4aHpYF9i76ruL5dsKZp+GTBDtB3Dx47yfSxujRomtbr9WawAXmz2XRYRNLEQdvP5mFpGJtOyu5wfLnAugP8Vhp4nsd2wTg2GR8W2AH1ev39wgIeOXaS6WNdaVBVFUvc5XL5rFSKRCL6FsyzQDqdvj/kwqbYNCL5sEOhqqq+9/eTpOHTzg57kiJpeBrb4bB+dhsae6akie/6fVOe7VVVpYjkNMFCoN4e+rixsb62pj/my+Ghi+NY6WTF7z9IJu/6/WKx6OK4fD4vSZK+1gD3Xijy+TwAYMMrnEWGM9B6vV65XH7jduORYyeZPhaVhm/n52/n5sYCZ1gQnnLGTtO0SCRi1sSH22530eOhiOQUuKhUFj0eFiqRZVkQBCw9XlWr+Oldr9cxDXlWKuEPZ6PR2AwGD5LJ0WjE8/y38/PhcHhWKrHvwtEBKBmNRgOHDNz1+51OZy8e/7y/f9fvp1Kpo6Oj4XD49eTkIJms1WqSJJ0WCgfJpCAIZj1qWVQafvnll9C//dvYTkVR3s3P/9/PnxVFKZfLW6HQYDCIRCI4HuqsVLqoVD7v7+NzmqIogiBshUKKohwdHX3c2NC3KsWp9qeFwnEmk8vl6vX6VbUaiUSwRFSv13ejUTwPVonwpwEAbrvd00Ihl8t93t9nLtSXw8OzUqnRaGyFQrvR6GQLBKeFgrkm1gSxZkRyNBrFYjGe550RJ5kUVpQGSZI8//iP/7m3d/+3/te//usf/vAHlAYXx5XL5atqVRCEer2OE2jRCsIgiiAI+Kg2HA6LxeIbtxt/KEVRXPb58IQfVldTqRRWyPTTJfficfbywirPmqYFAgH83DtIJvGOHQ6HH1ZXd6PRZrOJZ55sNR7fpBxTZ7FaRLLRaCz7fNls1qb26uthRWlQFMXFcYY/QCt+P859xDcx9vksiiK+kw8Gg/cLC/jhr7d/0F7GYnI2m0UdAYAvh4ds2YJeGvRDJZk0AMBZqaQoiqqqB8kkK1DpvzEWi028IIIRybHJmjbFOhFJRVHS6bSTTOLJYkVpAID/vb7+yy+/jO3UNO1//tM//Z9EAozqt51O5ziTuahUln2++9Kg95kuKpW3c3MoK3vxOPtAfow0KIqSz+dxDp2hNLzSoFqKSE6WTqeDD4zOsIdfA4tKQzqdfjc/P+bc4Cc/hszHpKHRaEQiEfxvZqkS/TFj6ZREIoE1nnw+z8o8vysNiqJshUI4iy2XyzFpiMViR0dH979xsuzF4zgX1wGYGJHUNA2zyUzuCUMsKg2yLC95vexGRQ6Syd1oFLfHXij24vFUKgUAqqoueb2CIGiahsfgnY9PDVhnuu122Z2sJ5FIJBIJ+OFK6KWhVqtpmvanP/3JxXFYsMDSJv5wb4fDLNf8etKAFX5zp2NPEFMikoPBYDMY3I1GHd9t4eVYVBrgx//iaaEgiuJtt5tOpxOJBGoBK0PWajW887+dn79xuw+SSRx5sBUK/fGPf0SrudlsKorSaDRcHHdRqaiqigev+P1bodB2OHycyeDdLgjC27m5VCqVSqU+7ewsejz4wRKJRHiez+VyqqouejxboRAWFN7OzWWz2cFgEAgEPu3sjEYjjLjxPP9KRfjvrdaK329iDGaCTD8iWS6Xl7xex6x5f22sKw0AoGna9fU1upL6nyFMleiXwQLAzc0N1pNuu91er8fWzLbb7bHjr6+vTwuFy8tLfKFIpVLsQf17q1Wv11VVvb6+ZlbWaDRqNpuoQbIsNxoNWZZVVW00Gqqq3na7eGaUMLb9Sv8mR0dHFJF8KqPRaDca/bixQfbk47G0NLwGiqIEAgH9W+5wOGQL46yPqqrra2sUkXw8jUZjyev9enLijCLu1Jg5aVBVdcXv/7ixcZzJCILw7fz8y+GhvbL9FJF8JIqifDk8XPH7cRUT8SRmThoAQNO0m5ubYrFYLBYtm9t9mGKxSBHJh7m5uQkEAmRPPptZlAYHoGnadjhMEUlDNE3L5XJkT74Qkga7MhgMlrxeOzZBuM8EI5J3/T7ak1ZbqWE7SBpszOXlJc/z9iqU/IyJRCTRniyXy5O6qllmFqXhrFRyTIWfIpII2pObweAMNgR7JWZRGtrttpPmRC37fDMekazX65idJXtygsyiNADAcSbjmDlR31utZZ9vNiOSiqKkUqlAIED25MSZUWnAupdjMrNHR0e4+sMBPD4ieXNzs+L3fzk8JHvyNZhRaQCAXq/3fmHBGclZjEjaKNP5ML8bkdQ07evJyZLXi6tgiddgdqUBAM5KJcc0Qbjtdp1UQHkgIimK4seNDbInX5uZlgYAiEQijpkTVSwWxzqj25efRSS/nZ8veb36Np/EKzHr0oB1L8e0ANsOh7GJrgMYi0hKkoT2pH0naNqLWZcGAKjVak6aE+XIiCTak/l83hlvf7aApAEA4PP+vinDb16Dq2rVYRFJbM/T6XTMvpzZgqQB4EfdyzERyUQi4YyI5M3NzZLXm06nnfFMZy9IGv4GRSQtBdqTyz4f2ZNmQdLwd5wUkWy32/aNSKI9GYvFyJ40EZKGv+OwiKTV5kQ9ErInLQJJw29wWESS53kc22ELyJ60FCQN4zgvImmLO43sSavxZGlgjRVzudz3VkvTNOYqtdttfIIdjUbFYvHL4eHY94qieJzJWP+J/dPOjsMikla+33D1JNmTVuNp0nB9ff1hdbVWq8myrChKrVZDpcffve120TMTRXEvHr8f2sVOnmMzqSwIBocoIjkFcPUk2ZMW5AnSIIriit8/9h7ebDYNF8npR0Lq0c+VtDIOi0hOeU7UYyB70uI8Vho0TVvyeg1HRer/a1kugEkDPl+wA5g0SJJ0/ylXkqSxu1GSJAz2TT9x8HrTK6fPVbW6vrZmnYgk2ZPW57HS0Gq1XBz366+//uwAURRjsdiK349fojQcZzLv5uffuN1fT05wP+6MRCJv5+b0w+lFUUylUuVy+ePGBs4OkGU5nU6/cbubzSYeH4lEpvnOrCiKkyKSn/f3DZV9+pA9aQseKw2nhYKL4/QBO0VRvp6cbIfD2+EwVhYvKhW9NODbB97hOJYWALbDYZx2j5Nj3y8sSJI0Go2WvF78ANE0DSeLAIAoijjDFgBubm7YqOupcX197aSI5Irf/73VMvEayJ60EY+VBpw6fd8k/7C6+nFjA7cFQRh7asDtu7u7Ja8Xa/76WsOvv/7q4rj/V6/X6/Vln4+dM5fLvXG7NU0bDAYujsMfI1VVx7RpOmSzWSdFJE0ctE32pL14rDR8b7VcHHe/4rgdDrPBzfV6/f3CAm6PlSE3g0F8mtVLA97t9Xr968nJu/l59hMjCIKL42RZ1ksDAJgiDRSRfDlkT9qRJzgUPM8v+3xjZcLtcJjV6h6QBp7n8b1ALw2yLLs47q7fR91hJXRBEHieBwArSAMAiKLomIgkKt00I5JkT9qUJ0jDbbe74vd/2tnRPxDqpUEQhHfz87idy+W2QiHc7nQ6rDy+HQ6zkmSxWMSagqZpix4Pk4x0Oo06grUGNnTExXFmvSp/Oz93TESy1+tNJyJJ9qSteVrkSZblg2Ty085OLpe7qFQOkslYLIaf5JIkpdNpVtK/7Xa3QqHdaPSsVEqlUuwHsVarBQKBL4eHxWLxOJNhnyQoH9lsNpvNokaoqoq1zGKxKEkSFjKy2axZr8pOikielUqvHZGk5q5255lrKLAQ8LuHKYpi6KX/7MfFyouIHRaRfN6cqEeC9iTNnrQ1tLzqCVBE8ndh9iTNnrQ7JA1Pw0kRycfPiXokNHvSSZA0PA3nRSQfnhP1SGj2pPMgaXgy2MvUSRHJn82JeiQ0e9KRTE8avrdaOFPAAXw9OXFYRPJ5PgLNnnQw05OGu35/yet1THDo48bGjEckyZ50NlN9ocCFlc6oUYmiuOjxOEbp2JyoR0L2pOOZdq1hNxplaUi746SIJCrdY7IqZE/OCNOWBlx/7Zg69m406piI5Lfz861Q6GGlI3tydjDBoWg0Go4JDkmS5KSI5KednZ9FJMmenDXMMS+/HB7iwioHUK/XHaN0Pxu0TfbkDGKONCiKEggEWPc3u5NKpZwakSR7cmYxLfLU6XSWvF5Jksy6gAnisIjkQTKJEUmyJ2cZM9OQ+Xx+Nxo18QImiJMikqh06XSa7MlZxkxp0DRtMxh0THDIMRHJ0Wi0FQqRPTnjmLyGYjAYUETSUjQaDbInCTBdGgDgolKhiKQVUBTly+Eh2ZMEYr40AEAsFnNMRLJcLtsxIonjSMmeJBiWkIbRaLTs8znmw8peEUlN03K5HNmTxBiWkAZwVkQSw+C2iEje9fubwSDZk8R9rCINAJBOpx0THLKF0pXLZbIniZ9hIWlQFOXD6qpjgkNfDg8tq3Sj0YhWTxIPYyFpgB8RSccEhwKBgAWVjuxJ4jFYSxoAIJ/POyM4BNaLSJI9STwey0mDwyKSuVzOIkpH9iTxJCwnDQAwGAzsGxwawwpKR/Yk8QysKA0AcFGp2DE4ZMhdv2+i0pE9STwPi0oDAOzF4zYKDj2MWRFJsieJZ2NdaRiNRit+vy2CQ49hyhFJsieJF2JdaQCAZrNp/eDQI5lmRJLsSeLlWFoagCKSTwTtyRW/n+xJ4oVYXRpUVaWI5CNBezKVSjnjOYswF6tLAwDcdruWCg69hFcKgzN70jGdeAnTsYE0AMBpoWCR4NDLmXgYnNmTzujBS1gEe0iDpmlbodBZqWT2hUyGCYbB0Z50THiUsA72kAb4EZHs9XpmX8gEmEhEEu3JjxsbzoiNElbDNtIAAIIgOCYi+cIwONqTX09OnPGvQVgQO0kDAOzF48eZjNlXMRmeFwYne5KYDjaTBoxIttttsy9kMsRisSdFJMmeJKaGzaQBfkQkZVk2+0ImAPbLfUxEkuxJYsrYTxoAIJ1Of97fN/sqJsNjIpJkTxLTx5bSoKrq+tqaYyKSD4fByZ4kTMGW0gAAt93uosfj7Igk2ZOEidhVGgCgWCxGIhGzr2Iy3I9Ikj1JmIuNpUHTtO1w2HkRSbInCStgY2mAH4O2nRSRPDo6InuSsAL2lgYAuLy8dEZEUtO0o6OjRY+H7EnCCtheGsAREcnBYED2JGEpnCANsizbOiJ5UamQPUlYDSdIAwB8b7WWfT7bRSRHo1EsFiN7krAgDpEGADg6OkokEmZfxRNoNBrLPh/Zk4Q1cY40YETyqlo1+0J+H0VR0uk02ZOElXGONIBNIpKdTl3zazIAAAMFSURBVOfD6irZk4TFcZQ0AECxWNwOh82+CmM0Tcvn87R6krAFTpMGjEgWi0WzL2QcsicJe+E0aYAfEcnbbtfsC/k7ZE8StsOB0gAAV9Uqz/Oqqpp9IWRPEnbFmdIAAIlEwvSIJNmThH1xrDTIsrzs85kVkSR7krA7jpUGAGi326ZEJMmeJByAk6UBAI4zmWlGJMmeJByDw6VBVVWe56cTkUR78tPODtmThANwuDTAtAZtX1Qqix4P2ZOEY3C+NMCPiOQr2QRoT/I8T/Yk4SRmQhoA4JUikmhPZrNZsicJhzEr0jAcDhc9nglGJJk9+ZjZUwRhO2ZFGgDgqlpdX1ubSEQS7cmDZJLsScKpzJA0AEAikTg6OnrJGZg96ZjZWQRhyGxJA0Ykv7daz/t2Zk9avCUEQbyc2ZIGeEFEkuxJYqaYOWkAgONMZi8ef/zxZE8SM8gsSoOmaTzPX15ePuZgsieJ2WQWpQEAer3ektc7GAweOIbsSWKWmVFpAICzUumBiCTZk8SMM7vSAACRSOR+RJLsSYKAGZeG+xFJsicJAplpaQCAWq3GIpJkTxIEY9alAQA+7++nUqm9eJzsSYJgkDTAVbX6xu0me5Ig9My0NKiqSvYkQRgyu9Jw2+2SPUkQP2MWpUHTtNNCgexJgniAmZOGwWCwFQqRPUkQDzNb0iAIAtmTBPEYZkUaRqMR2ZME8XhmQhqazeaK30/2JEE8HodLA9mTBPE8nCwNZE8SxLNxpjSQPUkQL8SB0kD2JEG8HKdJA9mTBDERnCMNZE8SxARxiDS0222yJwligjhEGm67XbInCWKCOEQaCIKYLCQNBEEYQNJAEIQBJA0EQRhA0kAQhAEkDQRBGEDSQBCEASQNBEEYQNJAEIQBJA0EQRhA0kAQhAEkDQRBGEDSQBCEASQNBEEYQNJAEIQBJA0EQRhA0kAQhAEkDQRBGEDSQBCEASQNBEEYQNJAEIQBJA0EQRhA0kAQhAEkDQRBGEDSQBCEASQNBEEYQNJAEIQBJA0EQRjw/wEEkojRhwdfigAAAABJRU5ErkJggg==" alt></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State a function of each of the following parts of the human brain.</p>
<p>(i) Cerebellum</p>
<p> </p>
<p>(ii) Hypothalamus</p>
<p> </p>
<p> </p>
<div class="marks">[2]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Identify the <strong>two</strong> most closely related organisms.</p>
<div class="marks">[1]</div>
<div class="question_part_label">b (i).</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Identify the species to which the Bonobo is most distantly related.</p>
<div class="marks">[1]</div>
<div class="question_part_label">b (ii).</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Describe <strong>one</strong> type of barrier that may exist between gene pools.</p>
<div class="marks">[3]</div>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Define analogous characteristics using <strong>one</strong> example to illustrate your answer.</p>
<div class="marks">[1]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline <strong>two</strong> pieces of evidence that support the endosymbiotic theory for the origin of eukaryotes.</p>
<div class="marks">[2]</div>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>List <strong>two</strong> anatomical features that define humans as primates.</p>
<div class="marks">[2]</div>
<div class="question_part_label">d.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Distinguish between innate and learned behaviour.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Distinguish between analogous and homologous structures.</p>
<p><img src="data:image/png;base64,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" alt></p>
<div class="marks">[2]</div>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="question">
<p>Discuss the relationship between cladograms and the classification of living organisms.</p>
</div>
<br><hr><br><div class="question">
<p>State <strong>two</strong> characteristics that permit the classification of microbes into domains.</p>
</div>
<br><hr><br><div class="question">
<p>Explain cladistics as a method of classifying organisms.</p>
</div>
<br><hr><br><div class="question">
<p>Explain the biochemical evidence for the common ancestry of living organisms.</p>
</div>
<br><hr><br><div class="question">
<p>Discuss the use of cladograms in phylogenetic studies.</p>
</div>
<br><hr><br><div class="question">
<p class="p1">Explain the biochemical evidence for the common ancestry of organisms on Earth.</p>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>The table shows certain characteristics present (+) or absent (–) in six organisms.</p>
<p><img src="data:image/png;base64,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" alt></p>
<p>Using the data, label the cladogram with the names of the organisms.</p>
<p> </p>
<p><img src="data:image/png;base64,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" alt></p>
<div class="marks">[3]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>A species is often defined as a group of similar individuals that interbreed in nature and produce fertile offspring. Discuss some problems with the use of this definition.</p>
<div class="marks">[2]</div>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Define the term <em>clade</em>.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Distinguish between analogous and homologous structures, giving an example of each.</p>
<div class="marks">[2]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>The table below lists five animals along with four morphological characteristics. A plus sign (+) indicates that the animal has this characteristic while a minus sign (–) indicates that the characteristic is absent.</p>
<p><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAksAAADfCAIAAABptwApAAAZpklEQVR4nO3dv7Pc5L3H8fwX2j8iN9jG2iIEJuAMsY9jZ2xrMTEziQPOGBgSrK1yCG64DRmjLXIpcisXLlDHDLegSqGZGK4rcyFNRh1d/oN0usUzPPNY+4P17ufZ5yud93tUHPZo98g6Onrt80jn8IOOiIhojP0g9QYQERFFCeGIiGicIRwREY0zhCMionGGcERENM4QjoiIxhnCERHROEM4IiIaZwhHRETjbJNw//73vx9SzP73yy9Tb8II+5K9qu7Ro0epN4FodW3b7ijc48ePf/Lcc1evXGGJtFy8ePHi0VHyzRjT8vOXXz46fz75ZoxsOTp//vKlS8k3Y0zLuZdeOvfSS8k3Y+jLxaOj3926taNw//jmm3Pnzm1Ygfbs5s2bn3/+eeqtGFWff/75zZs3U2/F2MrPnv32229Tb8Wounfv3r1791JvxeB7+PDh1StXNqyAcClDOHkIFyOEk4dwkhDOdAgnD+FihHDyEE4SwpkO4eQhXIwQTh7CSUI40yGcPISLEcLJQzhJCGc6hJOHcDFCOHkIJwnhTIdw8hAuRggnD+EkDU+4tm0nWdY0zfZPqet6kmWLqtr/q8/LcpJlkyyr63r/V/vekgvn/rF+mRVFwo2RdEjh3IEXLsvH7awoJlm2+ZdSw5qmMfi9SCjc8k5efmTzz777oX6qU8oB0gq3qKrePnGLO/D8ZyUnSVMNTzj3zZiXZdSnbGia5ydHuC44g1g7BezW4cdw7oBZB5L77FPtW3c8I1zY8k72b0a/97nuTcZhfqK3L8YYLnx37lVz/+l2wsGEq+t6+3d1+zQ84dyhvM2BG3UDEG6gWRNuhxBuuX2Es1ls4bond9qBhXuqeYt9GphwTdP4AzfVgBrhBh3CxQjh5I1YOPd1EW5FbqbR7aBpnvvH3cU592Bv9O1P0O657hvpztf+KV0wNPT7PZy5Dr8Wwvl96Peq3/9uz/idOSsKv5+74KST0EtTwoVHY3gM+32+qKrlC29eOP90f2IKL0Ed8i3gIIRb+RPdu7LuV/AfpzpQDzZL6f6BPeH8j3DvQPJHY/h4+OPvHgn3am+Hh6/svl/rzrSSBilc73vjCk8K7uPeQeyvw4XfjBC2cDX3PXOvsPJ7f2KFc//p9lL4eChZ9+TPklvZreBWnpclwrmW963bvT3YwtV6x394QPoDta7rEyjcysWtsOVPdHgGD4/YwxdPuOWd0z25T9wBtqgqT5d73+92SPiz7x/0A8Flybo1e9i95obvi6QhCVfXtTva/H4Pbx4JVdtGuPDs4PZpbzUfwq17M9t73O1A920Kd2ZvnJd2ttO+cO647Z0IloVbHtJ1Tx7Ph8yIcFvOUm4j3GHm0DZ0gFnKsJW69IRbeUuO28/hKXT5jVf4ce81v3cb9mxIwq18m+Y/G0k4/4X84ydEuN7O7B2R4Vtdvyv88C5899c0jSctnIg7/L/INW7hulXz7QdoQMJt/onuTUUkLLlw4Yz3Mlq9J4bLsmrbCLf8fZE0GOGaplm593unV6Fw/heV3AcnSjh/FHarhPP7dvkHJnzE7bflM7t7wVQ3ShgRrmma8MLPPsKFb6Jd4bfvMA1CuG1+ohGu++74mRVFb96lt99c66a+thdu3fdF0mCEWz7mer82oBUufAW3zokSruu6aZ6HVz2Xd6Y/UsNd4Y7R5St2Xde1betfxN0lcdB/z3dZEC78qwU7C+eP/PDOtGmeh7/De7B/o33htvyJRrjwY783eteJ/dX0tm1774Dds7rthJuX5Ybvi6QBCNe7T8892BsX/+1vf/Mf9+70C8fadV33PrvyWe63EZdXq+s6fMoBZoHSXofz/9JwUjG8OcrvNL8r3I2U7uPeX5/x9/KkPYOk/Zsm4eLftPr/XHlkTvM8nJ/vus7dSxW+uP+K87L0Kx/yeqf9v2my5U90eEJI8s/xRf2bJr3LBOFn3WyZ3wm9gUS4Zm/+zO/q7sm7pnsHeffkm4913xfVP3wAwp3kLNxpMrL4u5QxSj6GG1/8XUpJCGc6hJOHcDFCOHkIJwnhTIdw8hAuRggnD+EkIZzpEE4ewsUI4eQhnCSEMx3CyUO4GCGcPISThHCmQzh5CBcjhJOHcJL2Eu7vf//7hQsXaorWLy5e/POHH6beilF1/Mc/vnbjRuqtGFvP/fjH//3Xv6beilH11ptvvvXmm6m3YvD9+cMPi42/+LFJuK+//vrypUvv/uEPLJGWX7366q033ki+GWNafvPrX79240byzRjZMiuKt996K/lmjGn51auv/urVV5NvxtCXW2+8cefdd3cUjlnK2DFLKY9ZyhgxSymPWUpJXIczHcLJQ7gYIZw8hJOEcKZDOHkIFyOEk4dwkhDOdAgnD+FihHDyEE4SwpkO4eQhXIwQTh7CSUI40yGcPISLEcLJQzhJCGc6hJOHcDFCOHkIJwnhTIdw8hAuRggnD+EkIZzpEE4ewsUI4eQhnCSEMx3CyUO4GCGcPISThHCmQzh5CBcjhJOHcJIQznQDEm6a56k3YasGJNyiquq6Tr0VW4Vw8hBOUmLh5mU5ybJJls3Lsm3bRVVtWLlpmkmWNU2zz1fcp7quJ1nWtu3BviLCyUO4GCGcPISTlFK4RVVNssx97PDYIJzjLaFwbgsRbl0IJw/hTnIIJymlcNM8D0lrmoYxXC+Ek4dwMUI4eQgnKaVws6LwY7htQjjLIZw8hDvJIZyklML5icd5WfY+5SYw3eIHdj3hpnnu1/HqTLKsrmt/eS98KX+y8PON4ZdeVNU0z9u2Xd4k/wruA/+1/FeZfff/kPVzreGD+2RZuHA3Li+bh+MJMy7chl1q+T0EwslDOEnp76VcPic6Zpxk4bW6UDgHknt8mucOJP9SDrPwZedl6df3K/gxmTfMrROO1XpfyD8+L0tPptsAf8YXntwtC9fL8vk3zLhwYYzhTnIIJym9cN36wVw4FOvWzFL2nhiO1WZF0RuihU/0qi1L5r6Qezz8iqF8K99fuxX23yE+hJOHcDGyLJw/jaxczO5hm8JtnrlZno1LXkrhersjvCznDsq6rkMzesJ5/ELJthHO2baoqlCylcKFo8kuEM49vvwvQjj7IVyMLAs30GwKN7gS32kS3rXhXQmdWCdcqNdTCReqtqVwvQt4y2M7H8LZD+FihHDyEE6SoXspZ0Xh7s4IIXGDObdCTzh/K8dTzVL2LuZ97yxluJHuY/epcMO678ajCGc/hIsRwslDOEmJf+O7Cy5ohTcf+vsk/Rz6J5984tdsmsZfuvPrhLdWOq78y4YT8V0AlX88fG440ewg7G2MH3f613Frhvd/qn6jYEDCDaUBCTegEE4ewkkycacJrQvh5CFcjBBOHsJJQjjTIZw8hIsRwslDOEkIZzqEk4dwMUI4eQgnCeFMh3DyEC5GCCcP4SQhnOkQTh7CxQjh5CGcJIQzHcLJQ7gYIZw8hJOEcKZDOHkIFyOEk4dwkhDOdAgnD+FihHDyEE4SwpkO4eQhXIwQTh7CSUI40yGcPISLEcLJQzhJCGc6hJOHcDFCOHkIJ2kv4R4/fvyT5567euUKS6Tl4tHRxaOj5JsxpuXnL798dOFC8s0Y2XJ04cLly5eTb8aYlnPnzp07dy75Zgx9uXh09Ltbt3YU7ssvv7x27dpDitasKO7fv596K0bVRx99dPv27dRbMbZefPHFzz77LPVWjKrj4+Pj4+PUWzH47t+//9qNGzsKxyxl7JillMcsZYyYpZTHLKWkh1yHsxzCyUO4GCGcPISThHCmQzh5CBcjhJOHcJIQznQIJw/hYoRw8hBOEsKZDuHkIVyMEE4ewklCONMhnDyEixHCyUM4SQhnOoSTh3AxQjh5CCcJ4UyHcPIQLkYIJw/hJCGc6RBOHsLFCOHkIZwkhDMdwslDuBghnDyEk4RwpkM4eQgXI4STh3CSkgk3K4pJlk2ybFFVy59t29Z9dpJlTdPs9iVG0ICEm+Z56k3YqgEJt6iquq5Tb8VWDUW4tm1nRZF6K7ZqEMLNiqJt29RbsamUY7imaZxhy59aVNUky4ZyLMYL4eQhXIwQTh7CSUos3LwsVw7jHG9DORbjhXDyEC5GCCcP4SQlFm5RVQ658PG6rhdVhXAdwkUI4WKEcPIQTlJ64dxcZfiTPM1zdyCGx2Jd170rc24m0+noJzzdp/xlPPcl/Jfzr2D8u+JDOHkIFyOEk4dwktIL13XdrCj8+bFpGncIhsLVde1XcLA5yRx77nGnmnvc7/dpnrsv4V/Wv8LOm33ILAsXvudYXlbeQGQh48Jt2KWW30NYFs7NEq1bzN7IZlO4cJywvMzLMvUG9jMhXDiMmxWFV8qbNM3z8M2s/9QG4Xrv1JaPcrNHdphl4XpZPv+GGRcujDGcPMZw2hjDbSqcQpzmuZuc9CfKUKneNOa8LN1q64RbnpCcFcVQThZhCCcP4WKEcPIQTpIV4ZxV4VitJ1w4/p2X5eYxXPiIW2FelgZH0N8bwslDuBghnDyEk2RFuK7rpnkeXh4LhXNXzvxPe+86nNvFfh7SXXJzDzrkuicnQt0TmaXUhnDyEE4ewmlDuLX5v2niVXO/JNAtXczs3TnZG6g5F92tDeHK/nG/cnhnxFDGcwgnD+FihHDyEE4Sf5fSdAMSbigNSLgBNRThBtQghLMfwpkO4eQhXIwQTh7CSUI40yGcPISLEcLJQzhJCGc6hJOHcDFCOHkIJwnhTIdw8hAuRggnD+EkIZzpEE4ewsUI4eQhnCSEMx3CyUO4GCGcPISThHCmQzh5CBcjhJOHcJIQznQIJw/hYoRw8hBOEsKZDuHkIVyMEE4ewklCONMhnDyEixHCyUM4SXsJ939fffXC889/S9G6fv36gwcPUm/FqHrw4MH169dTb8XYOnP69KNHj1Jvxai6+/77d99/P/VWDL5PP/300i9+saNw//jmm//44Q/zs2dZIi0v/+xnZ06fTr4ZY1pOnzr1wvPPJ9+MkS3nz59/9syZ5JsxpuXUM8+ceuaZ5Jsx9OXM6dO/u3Vrd+GYpYwas5TymKWMUc4spTpmKSVxHc50CCcP4WKEcPIQThLCmQ7h5CFcjBBOHsJJQjjTIZw8hIsRwslDOEkIZzqEk4dwMUI4eQgnCeFMh3DyEC5GCCcP4SQhnOkQTh7CxQjh5CGcJIQzHcLJQ7gYIZw8hJOEcKZDOHkIFyOEk4dwkhDOdAgnD+FihHDyEE4SwpkO4eQhXIwQTh7CSUI40yGcPISLEcLJQzhJKYVr23aSZX5pmmbdmtM8n5el+3hRVZMs2+b152XpXnlWFBtWa5pmkmVt2z7Vxh8mhJOHcDFCOHkIJyn9GG5elpsFmub5JMuccI63bYTzL+sAW8en+yzCnZwQLkYIJw/hJA1AuG6nMdzmQWEYY7gTFcLFCOHkIZykcQrn5j8RjpZDuBghnDyEk2ROOD8POc1z/+BK4XqX2fxVvff/9Kfw8p5b/NP9tGTTNHVdd4Fwbjo0/LrJQzh5CBcjhJOHcJJsCbeoqkVVuY9nReEfXzeGq+s6HM/Ny9INxXpjuFlR+Kd7wCZZFgrnkHuqwd8BQjh5CBcjhJOHcJJsCedGUeHiH183SznNc4+iX2ezcP5jV2+W0stnIYSTh3AxQjh5CCfJlnDrrodtEM4P4+q69qRtEM6tH/KJcLsV7skN08LWMi7chl265S/JJMmycP5yxsrFzg97L5vCDe6n3oRw4QBr5QG3+U4TN4wLd+4G4VxONTdjiXAnKuPCDTTLwg00m8INrmTCOajatp0VhRfFP+j+c+XU4rJw7m2Fn6vstrsO1zQNwp3AEC5GCCcP4SQlE87f3xHK1D05peCk8Rfn5mXp77RcHsb5j8N16rr2T3dzoeFn27YNB93hx72tShXCyUO4GCGcPISTlH6WUpLB+V9JCCcP4WKEcPIQTtIYhFtUlZ37+7UhnDyEixHCyUM4SQMWbt0855hCOHkIFyOEk4dwkgYs3EkI4eQhXIwQTh7CSUI40yGcPISLEcLJQzhJCGc6hJOHcDFCOHkIJwnhTIdw8hAuRggnD+EkIZzpEE4ewsUI4eQhnCSEMx3CyUO4GCGcPISThHCmQzh5CBcjhJOHcJIQznQIJw/hYoRw8hBO0l7CPX78eFYU9yhar9248d7xceqtGFXlnTuv//a3qbdibF27cuU/P/gg9VaMqtu3b9++fTv1Vgy+946Pf//OO3sIN5ul/ieMuddu3DhGOGl37tx5/fXXU2/F2Lp69eoHCCcN4SQdHx+/s7NwzFLGjllKecxSxohZSnnuBJ16KwYf1+FMh3DyEC5GCCcP4SQhnOkQTh7CxQjh5CGcJIQzHcLJQ7gYIZw8hJOEcKZDOHkIFyOEk4dwkhDOdAgnD+FihHDyEE4SwpkO4eQhXIwQTh7CSUI40yGcPISLEcLJQzhJCGc6hJOHcDFCOHkIJwnhTIdw8hAuRggnD+EkIZzpEE4ewsUI4eQhnKRkws2KYpJlbpkVRdd187L0j9R1vcNrLqpqkmW7bY/NBiTcNM9Tb8JWDUi4RVXt9oNw+IYiXNu27mxjP4STlHIM1zTNJMuapvGPzMty5xOl4w3hUoVw8hBOHsKdtAwJ1zTNvCx3frWOMVzSEE4ewslDuJOWFeGaptn/yEO4hCGcPISTh3AnLRPC1XW94bDzF+fCEV54Gc+PAkPh3IuH1/mGGMLJQ7gYIZw8hJOUXrhZUWw4OXrA2rb1yNV17SWbFYU/ZEPhpnm+qKpu1dW+AWVZOPddWLe4nW8w48Jt2KWW30NYFi68hW15MXtmQDhJ6YXzx9/yobaoqvANlzultm3rH5nmeThEW56l9Gdhs8fx5iwL18vy+TfMuHBhjOHkMYY7aaUXztnjrOq98Z+XZXg4Lq/ftm24Tiics21elm7wh3CxQzh5CCcP4fZs88zNnrcKxsiKcN13kwnh8ece6a3fU22lcKFqCHeYEE4ewslDuJOWIeG6pd9pcziFmLn3COGvzU3zfJ1w7uzg3nQgXOwQTh7CyUO4k5ahv2nSG/+6GUtnVW8I3HvQXYT3Ojrk/OU9/8FQThZhCCcP4WKEcPIQThJ/l9J0AxJuKA1IuAE1FOEGFMJJQjjTIZw8hIsRwslDOEkIZzqEk4dwMUI4eQgnCeFMh3DyEC5GCCcP4SQhnOkQTh7CxQjh5CGcJIQzHcLJQ7gYIZw8hJOEcKZDOHkIFyOEk4dwkhDOdAgnD+FihHDyEE4SwpkO4eQhXIwQTh7CSUI40yGcPISLEcLJQzhJCGc6hJOHcDFCOHkIJwnhTIdw8hAuRggnD+Ek7SXcP//5z1M/+lF+9ixLpOXi0dGzZ84k34wxLWdOn37xpz9NvhkjW355+fLZZ59NvhljWk6fOnX61KnkmzH05dkzZ37/zjs7CvfVV1+98Pzz31K0rr/yyoMHD1Jvxah68ODB9VdeSb0VY+v0qVOPHj1KvRWj6u7du3fv3k29FYPv008/vXTp0o7CMUsZO2Yp5TFLGaOcWUp1zFJK4jqc6RBOHsLFCOHkIZwkhDMdwslDuBghnDyEk4RwpkM4eQgXI4STh3CSEM50CCcP4WKEcPIQThLCmQ7h5CFcjBBOHsJJQjjTIZw8hIsRwslDOEkIZzqEk4dwMUI4eQgnCeFMh3DyEC5GCCcP4SQhnOkQTh7CxQjh5CGcJIQzHcLJQ7gYIZw8hJOUWLh5WU6ybJJl87Js23ZRVRtWbppmkmVN0+zzFYfVgISb5nnqTdgqhIsRwslDOEkphVtU1STL3Md1XU+ybINwjjeEMxvCneQQTh7CSUop3DTPQ9KapmEM1wvh5CFcjBBOHsJJSincrCj8GG6bEM5yCHeSQzh5CCcppXB+4nFelr1PuQlMt/iBXShc27buY8ekO736q3qhgm4Fv45/cF6Wbmp0kmV1Xe/8r4gawslDuBghnDyEk5T+Xsplybxe3ZPX6rxwbgWPmf9PB9WsKGZF4Z4yKwr/stM8d2dhb56TdV6WZs/OloXz7w9WLpsnnBOGcDFCOHkIJym9cN36wZwfk4Wr9cZw7lPhJb15WTrh3Pr+1dxTvIL+ay2qCuH2z+w+7IVwMUI4eQgnKaVwPc/Cy3LOtrqu3UDBPfi0woXPdfmxBcLJM7sPexkXbsOw+KkuWh84y8L5N8orF7NXKGwKt3nmZvl6U/IS32nStq3/TwdY27ahTPsLF16TYwwXL7P7sJdx4QaaZeEGmk3hBpeheyn99TMnk8PPvf9yKzytcO7xEEt/FkY4eWb3YS+EixHCyUM4SYl/47sLpmU8S913Mrlhr/vgk08+8Wt+/PHH4SRDOEZevnPSv9TyI845y1NACCcP4WKEcPIQTpKJO01oXQMSbighXIwQTh7CSUI40yGcPISLEcLJQzhJCGc6hJOHcDFCOHkIJwnhTIdw8hAuRggnD+EkIZzpEE4ewsUI4eQhnCSEMx3CyUO4GCGcPISThHCmQzh5CBcjhJOHcJIQznQIJw/hYoRw8hBOEsKZDuHkIVyMEE4ewklCONMhnDyEixHCyUM4SQhnOoSTh3AxQjh5CCdpL+G++OKLa9euPaRoFUVx//791Fsxqj766KM3b99OvRVj66UXX/yfzz5LvRWj6r3j4/eOj1NvxeC7f//+azdu7Cjcv/71r6tXrrDEW95+++3k2zC+5eZvfpN8G0a23Hn33eTbwMKycvmvv/xlR+GIiIiGG8IREdE4QzgiIhpnCEdEROMM4YiIaJwhHBERjTOEIyKicfb/bMtv405Hmy0AAAAASUVORK5CYII=" alt></p>
<p>Based on the features above, a student constructed a cladogram. State the names of the organisms missing in the following cladogram.</p>
<p><img src="data:image/png;base64,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" alt></p>
<div class="marks">[2]</div>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="specification">
<p>A study of two populations of Darwin’s finches, medium ground finch (<em>Geospiza fortis</em>) and cactus finch (<em>Geospiza scandens</em>), was undertaken between 1973 and 1998 on the Galápagos Islands. The graphs below show the mean beak size in each year from 1973 to 1998 compared with the long-term mean size.</p>
<p><img 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" alt></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State the year in which <em>G. fortis</em> had the greatest change in relative beak size.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Compare the trends in relative beak size of <em>G. fortis</em> and <em>G. scandens</em>.</p>
<div class="marks">[3]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline possible reasons for the trends in relative beak size in finches.</p>
<div class="marks">[2]</div>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="specification">
<p>Antibiotics are sometimes given orally to poultry to prevent disease that may lead to reduced growth. Antibiotic resistance of bacteria from turkeys and chickens bred for meat and from egg laying hens was measured.</p>
<p>Excrement was collected and <em>Escherichia coli</em> bacteria were isolated. These bacteria were tested for resistance to a range of antibiotics and the results are shown below.</p>
<p><img 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" alt></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Calculate the percentage risk of bacteria becoming resistant to more than five kinds of antibiotics in turkeys and egg laying hens.</p>
<p>Turkeys:</p>
<p> </p>
<p>Egg laying hens:</p>
<div class="marks">[1]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Compare the incidence of drug resistance in bacteria from chickens and egg laying hens.</p>
<div class="marks">[2]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Discuss the hypothesis that giving antibiotics increases antibiotic resistance in poultry bacteria.</p>
<div class="marks">[2]</div>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Suggest how antibiotic-resistant bacteria are passed from animals to humans.</p>
<div class="marks">[1]</div>
<div class="question_part_label">d.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the mechanism of the action of antibiotics.</p>
<div class="marks">[2]</div>
<div class="question_part_label">e.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the mechanism of the action of antibiotics.</p>
<div class="marks">[2]</div>
<div class="question_part_label">e.</div>
</div>
<br><hr><br><div class="specification">
<p>Butterflies have evolved different methods of defence against bird attacks. The relative escaping ability and unpalatability (distastefulness) of different tropical butterfly families and subfamilies was investigated in the presence of wild kingbirds, <em>Tyrannus melancholicus</em>, a natural predator of butterflies. Each symbol on the graph represents a different species within a (sub)family.</p>
<p><img 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" alt></p>
<p> </p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State which butterfly (sub)family contains the species with the greatest escaping ability.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Suggest one feature of butterfly wings that might help a butterfly to escape from a predator.</p>
<div class="marks">[1]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Explain how the ability of a butterfly to escape from predators could increase by natural selection.</p>
<div class="marks">[3]</div>
<div class="question_part_label">c (i).</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>The graph shows that distasteful butterflies tend to have a lower ability to escape from predators than palatable butterflies. Suggest reasons for this trend.</p>
<div class="marks">[2]</div>
<div class="question_part_label">c (ii).</div>
</div>
<br><hr><br><div class="specification">
<p>A study of the changing frequencies of the melanic (dark) and non-melanic (light) forms of three moth species <em>Biston betularia</em>, <em>Odontoptera bidentata</em> and <em>Apamea crenata</em> was carried out in the north of England. Moths were captured using mercury vapour light traps throughout the flying season. All three of the moth species fly at night and rest in the day, when they would be vulnerable to predation by birds, if visible. <em>B. betularia</em> rests on tree branches and there is evidence that the change from melanic to non-melanic forms was associated with black soot disappearing from these branches as air pollution was reduced and pale coloured lichens started to grow. <em>O. bidentata</em> rests under the leaves of trees or in cracks in tree bark. <em>A. crenata</em> rests in long grasses. The graph shows the percentage of melanic moths caught between 1969 and 2002.</p>
<p><img 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" alt></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Identify the year with the highest frequency of the melanic form of <em>O. bidentata</em>.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Estimate the percentage of <strong>non-melanic</strong> forms of <em>A. crenata</em> in 1978.</p>
<div class="marks">[1]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Compare the trends for the three moth species during the study.</p>
<div class="marks">[3]</div>
<div class="question_part_label">c (i).</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Suggest reasons for the differences in trends.</p>
<div class="marks">[2]</div>
<div class="question_part_label">c (ii).</div>
</div>
<br><hr><br><div class="specification">
<p align="LEFT">Researchers investigating human evolution recorded energy use for the brain, gastrointestinal tract (gut), liver, kidneys and heart as a percentage of total energy used in the human body. They found that these organs use around 70 % of the body’s energy although they account for only about 7 % of body mass. They also compared the mass of each of these organs in humans with other modern primates, each with a body mass of 65 kg as shown in the bar chart.</p>
<p align="LEFT"><img 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" alt></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Calculate the percentage of the total body mass made up by the human brain.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Compare the mass of human organs with the mass of other primate organs.</p>
<div class="marks">[2]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p align="LEFT">Using information from the table and the graph, identify the human organ which uses the greatest amount of energy per kilogram of body tissue.</p>
<div class="marks">[1]</div>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p align="LEFT">Explain the differences between the organ size of humans and other primates in terms of trends in human evolution and their causes.</p>
<div class="marks">[4]</div>
<div class="question_part_label">d.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>The diagram below represents the human eye. State the names of structures I, II, III and IV.</p>
<p><img src="data:image/png;base64,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" alt></p>
<p>I. ..................................................................</p>
<p> </p>
<p>II. ..................................................................</p>
<p> </p>
<p>III. ..................................................................</p>
<p> </p>
<p>IV. ..................................................................</p>
<div class="marks">[2]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the evidence provided by DNA for the common ancestry of living organisms.</p>
<div class="marks">[2]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>The cladogram below shows the classification of species A to D. Deduce how similar species A is to species B, C and D.</p>
<p><img src="data:image/png;base64,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" alt></p>
<div class="marks">[2]</div>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Suggest <strong>two</strong> reasons for using cladograms for the classification of organisms.</p>
<div class="marks">[2]</div>
<div class="question_part_label">d.</div>
</div>
<br><hr><br><div class="specification">
<p>Cooperative breeding in birds occurs when more than two birds of the same species help to rear the young from one nest. For the Australian superb fairy-wren (<em>Malurus cyaneus</em>), mature non-breeding birds help to protect and rear the young, although they are not parents of any of them.</p>
<p>The bar charts below show the effect of the presence of helpers on mean egg volume, mean mass of six-day-old chicks and the probability of survival of the breeding females until the next breeding season.</p>
<p><img src="data:image/png;base64,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" alt></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State the effect of the presence of the helpers on mean chick mass.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a(i).</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Calculate the percentage decrease in mean egg volume found in the presence of helpers as compared to the parents only. Show your working.</p>
<div class="marks">[2]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>With reference to the data, suggest why the activity of the helper affects the probability of survival of the breeding female until the next breeding season.</p>
<div class="marks">[2]</div>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Cooperative breeding is an altruistic behaviour. Outline the evolution of altruistic behaviour.</p>
<div class="marks">[2]</div>
<div class="question_part_label">d.</div>
</div>
<br><hr><br><div class="specification">
<p>The cladogram is based on a comparison of open reading frames in DNA taken from fungi. It is an example of how open reading frames can be used in phylogenetic studies.</p>
<p style="text-align: center;"><img 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RH/mbJRoX9IZ+c6HzvDslFPz85oEf8ZPYVLTJQj0Je2iLGJ6uY+Uri8hX7aMlm9erXXG10SOnnyBTc9HU7yPbM16e8iJEkfQdkvBFKOALtQ3n23snTunLS7HCJBHpNr13Jn2nR0fM6FlPk1OtxM8OyugSzk3kfuiaWIli/2eWpqygeLRgNkKXfnzh1f3GI3LGaDmAvbXmwEwCZwdEEM7NraYzKHMBlpQrcRISZ8hNiNQhu4b6SFvrKzCDGS4i8+/GO2RO9BNqw+JCIqxQJlsYHyZhPlITFgOzJyzsfP0HdIiyR+BERI4sdUGoWAEIgRgcnJyaq0Xbt2tap6VomtuRcuXPI7YZ56amsQpISgTAsSNTvtnYkTMjAzk/No2P1S70zCTU0P3VOMyR8SgE4mYcrhIcEzwATNC+G5eT4gGYWkwjwUEAK2J/NOXZv0ra4Rh0JDihEV2iwUSEJh2xbUil2FJKLQE4I+8/AUEiqwpe/sbKIMY1Cor9AeXVeOgAhJ5ZiphhAQAnVEgCRi1cjt25V5VYq1QQp6SAm7YDZu7Mrv5ClWth738AzMzeU8F4XtMekyqdtSS+Hzxa6pU6gTEsGEa0sjOXKyMk880MXzQrLAvXXrPlruoBxeE6RwaQSPA8TCJn88MdgSFXa60C8jLUZECsvhgeFeT09u6zM6ICPYg/eIepcv55ZoeMZ9yhsp4h7X2ERb1l4hAUSPLUeZtyZqrz4vDwERkuXhp9pCQAikHAFICTlDtm7d5nOGLNfzshy4+vqe9RMn22GZVE34zASMhyAaJ2HPF3uHUDARU89iJNCFRwSiYLogQsSSWJu8Hz582Ks1ksA9dNm1tWkEybbRUgb7IRpR2byZLcvj+e225lmhjBEH4kAgCydOnPBt8Qy7sZdnRnq4R328MfSDZ7RP20jhe64/h7xNRpAo19nZ6fts2HCPpR575j/oT2wIiJDEBqUUCQEhUAsEVqy41z1fTjvNzc3lFCu7DKRkYIAcKGvLrhN3QSbjsbErflLm17vFZUBGmDzHxt7IN8k9nhuJyD+IfLAlCpZQWOqhPHrxjOBZMOE5pMXahIzgjYiSD9MVndCpb8GkkAb0kx8EL4qRB2sD8sOLHB+UI8gVAoaYx4LPo6Pf9tfEslAOzwfEgxcSJSi0jZieoaGX/LWRFLOJtiBEiJEfPtNvXtSjLV70szApna+oP8tG4D426ixbixQIASEgBGqEAEGtpFivVK5fn6xr5tVK7QuhPJM/Xono7pkQ7EqKDffddx+pM5JibvB2ykMS/BDJQCGQbQSI3/jEJz5REQgsrxCUKlkagcIYkKVL66kQqC0CIiS1xVfahYAQWCYC3/rWf3X/9E//VLYWDsnjXBrJ0ggQw8ErukSxdA09FQK1RUBLNrXFV9qFgBBYBgJf+9pX3Wuvfc/HbqCm1NIN59IMD5915BGRCIFaI6Alm3gRlockXjylTQgIgRgQIKnZ3r1/kCcjnITLi7gQlmMKBa8IB9WRzKwRZIStyRz4V23OlML+6FoIZBEBeUiyOOrqsxAIGAHIyBNPbHbvvfee+853vrcowSB7KmVbWpqXjBexjK1s362V0EZ//1FHhlh24kCeJOlHQB6SeMf4gXjVSZsQEAJCoHoEIBl4Rv7u7/5uSTJCC+V6Qnp7d3niQoKzWpESy1WCXSwrQVB27+6tHgjVTAQC2mET7zDJQxIvntImBIRAlQhARr70pSfdI4884l5//XJs5AG9djhfPeJLbJsyS0vkLpEIASFQHgKKISkPJ5USAkKghgiQ/fSLX9wSOxnBZDsor6lphT+9F4JSS2G5hmUblm8OHNi/rEP+ammndAuB0BAQIQltRGSPEMgYAngU9uzp9efF/OAHP4rNMxKFkSUVlmzIsspBebRZS4GUXLlyzUG0iC2RCAEhUBoBLdmUxkglhIAQqBECpO4m1ffOnV92x4+fqFErC9XitahX8Cm7b0h9X6vYlYU905UQSDYCIiTJHj9ZLwQSi0A0x0i9d6WcOjXoeCm9fGK/PjI8hQiIkKRwUNUlIRAyAuxA2bNnt3vrrbfc888fb9gWWbwXSi8f8jdFtmUNARGSrI24+isEGogAZKScHCMNNFFNCwEh0CAEFNTaIODVrBDIGgLsbunu3ujm5uZK5hjJAjZ4aJYjxN+0t69yra3N/sVn7tVbaHffvr35Znfs2O46O9fmr6v9MDo64uOLqq2veslDQIQkeWMmi4VA4hCwHCP333+/++EPx8tOapa4jlZgcFfXer8tuIIq+aLd3ZvcxMSEGx191c3O3vavI0eec2Njlx3P6inT0++406dfzjc5PT3lOjvX5a+r+cApxIcPH3JNTU3VVFedhCIgQpLQgZPZQiApCFiOkU996tOxJjxLSv8Xs5MTiavJVcJkzaTf19fn2ttX59Xv2NHj+vqe9c8gJo0QbMMDttwThDmFGGltbW1EN9RmgxAQIWkQ8GpWCGQBgWiOkbGxNxKx/dUOygs1VwkTPmKTdvR71N292U1MXHe8VyJ4I1h6gVDgYWEZiHfagPzYPcpEyQ5LRJQ1m6anp32z5iGhLnVMFw+5x7KOLTWxvMPyjAnPsAfhM9vCEdpgacjq8W7PfIEP/xTqRwf3JAlAYF4iBISAEKgBAsePPz/f0vLo/JEjh2ugvbYq9+//Q2/7hQvna9vQ/Pz8rVuz83NzcxW1s2nTxvnHH++Yv3PnTkX1FiuMLl57937F60TvY4+1zdPO9u3PzM/MzPiqVs708Ix7JtHry5e/73Vwz2R8/Ece10OHvm635u17QnkT2sYWE+yhHXRZnynP94v6JqY/2iaf0Wf1rKzew0NAHpIEkEaZKASShgA5Rvj1Sgr1eiU8ixMjzqDZv/+APyiv1plW2XpcaeI0YkdaW1d67wMegGLeknLxoC6vpqaHfCwIcRvR2I1cW8WXTvA8mDeE9uwaLwreDDw11DcZGhryyzAnT75gt9zmzTlvjvWB98JlHzwo3Kee2YZuPls9FOY8PasXtEkd9EW9MPnG9SEoBHTab1DDIWOEQLIRYFvv9u3PuL/5m//pyUi9E57FiR6EpLm5OX96b0gH5TER5wJaZ93IyDk/EbPcQhxJdLIvBw/qIcSkmFgsiJEFu8/EbstBkA+uV65c6R9bHe5BRohvKbQlSk6oxJKPEQojGmZPe3u7Nev27evzL7sB2b1z545v3+oZaTlyZKcV8+/EoVCG8pKwERAhCXt8ZJ0QSAwC0Rwj3/3ua6nYSQOhwntBuvkNG97x5+FU6s2o5QAy2bK7BmGSZoKHIDCBlytTU1N+wjaiQT2LBYmSAiMcFrBaWMau8Y5ARmZnZxYQBvRCVHgOQYA8IRAYxDwtMzMz/joasGt94wH1qG9ExuyhHwgY8JIkDwERkuSNmSwWAsEhwLbenTt3uF/6pV9KXY6Rrq4N7sKFFn8oX2/vLk9KGjUABIciBAgXCiRkaOglZxN64fPFriEa0cmfcuPj437SN5LAPSMcds+IjF1bHbwgkAyWkvBaGDmCJNAWQbfR3TOUg2DYPdoxrwbtQmCoi7fFSAz3ISk8s3q0iR62IUuSiYBiSJI5brJaCASDgOUYYTIYG7uSCs9IIbirVq1y16696Y4ePVb4qK7XeCzm5oovPeAxYFK2JZRyDKMOr3XrFuYNYTmmGElh8jcCkCMOueUa2qIO246pB0mhHMtJJuRNIe7F6ludQkJkcShWzzwfUQ8Oz9DNd84IkXlKzONi9SE8RuTsnt7DRECEJMxxkVVCIBEIsDX2i1/c4n7913899TlGCD6FmDRSmPDN+8DEbcJni9swj4Q9W+odMoAUW5opRlJs8qcOSzJWDz3YZdc87+nZ6ckOXgxrgzpmN++HDx/2zyAWCDp4cc07YgTLglK5XyyQ1wiLbRm2crRz8uRJr0t/wkZAhCTs8ZF1QiBYBCAjBw8ecCxpnD9/seKdIsF2LGDD8C7gheLdcoOQjwMy0tnZuWAph3s8MwJQrFuFyy6UsaWZKLkwwmFeiMJrq4MHxMRiPS5fzhESYl3wnpjdkJGenlw8iNWBiEAsWI7hmAEEPZAslm3oD3lLIEtGQKwumNhyEeXIf4KAV6G3x+roPSwEdLheWOMha4RAIhB47rkj7ty5b/mJwoIqE2G4jBQCQiBYBBTUGuzQyDAhECYC5Bh57bXvJX5bb5joyiohkF0EtGST3bFXz4VARQiwrRd3O2fTnDkz7JKcY6SijpdRmOUrtgZLhIAQqB4BEZLqsVNNIZAZBCzHyN/+7d84cowQNyL5CAECXiFqGzasd2AlEQJCoHIEREgqx0w1hECmEGBb7+c/v879/Oc/T12OkbgGsqOjw+cnuXXrls9XIlISF7LSkyUEREiyNNrqqxCoEIEs5BipEJJFi1uuEgp0dHzOgZ1ECAiB8hEQISkfK5UUAplCgLiIjRu7MpFjJK6BZenmwoVLrqUll9lVpCQuZKUnCwiIkGRhlNVHIVAhApZjZMuWJ5VjpELsOOsGUkKcDYSO2BKJEBACpRHQtt/SGKmEEMgUAratl2RUyjFS3dBDSjgdGE9JR8fa6pSolhDIGAJKjJaxAVd3hcBSCBgZGRgY1LbepYDSMyEgBGJHQB6S2CGVQiGQPARsW+/PfvYzv0TDrhGJEBACQqCeCIiQ1BNttSUEAkTAyMh7773nc4w0+gC5ACGSSUJACNQBAQW11gFkNSEEQkWAXSC//du/5XOM/Nmf/beGn2YbKk6ySwgIgdojIEJSe4zVghAIEgHLMfLII4/4E1HZsiqpHwL9/UeVq6R+cKulBCAgQpKAQZKJQiBuBCzHyBe+8AX3+uuXHbtCJPVF4MaNSZ/VdXJysr4NqzUhECgCIiSBDozMEgK1QiCaY+Tll/9UZKRWQJfQe/Xqmz5XydNPb3OMiUQIZB0BEZKsfwPU/0whwLbegwcPuEOHDrsXX/xmpvoeYmfJVbJr1+6qTDtx4rhrb1/lWlub/YvP3KtGZmdnvY7Dhw9VU111hEAsCGiXTSwwSokQCB8B5RgJc4z6+49VbFh39yZfZ3T0VdfevvrDzyNuaOglNzEx4cbG3qhI5+zsjC+/enVOV0WVVVgIxISACElMQEqNEAgVAdvWqxwjoY5QZXZNTIy76ekpd/r0y3kygoYdO3q8IrwcY2OXXXf35rIVT09P+7KdnevKrqOCQiBuBLRkEzei0icEAkLg9u1b7oknNjvLMaKEZwENTpWmzM3N+ZossxQKJGRi4npFZAQd4+PjrqmpyY2MnMsvAe3Ysd1ZW9YORIj7tkzU2bnWjY6O2GN3+vSQf0a5qFCGOhAlpJQeykCs0E8da5NlKdNh+inD86iYHVGM0Gd2o4cykrAQECEJazxkjRCIDQG29f77f/+/K8dIbIiGoQjSwTIN5KGQMEAqWltbKzYUgoAuXrOzt/2SD/eiMSV4ZlgqQj9leGGLeWRotL293bcdJQLcYCkJ70uOMJXWQx3aQ0ZGRrw3iPbod9Qm2uG1bt1Czw4ECzsNi3379np9kDX09PU96+NtREo8xMH8ESEJZihkiBCIDwG2kn7xi1uccozEh2lImogdaW1d6YNa8Q4UEoBKbKUuRATCcPLkC74qEz/kAW+EkZ6hIbwfrfkyFNy8ObcsZO1jE2LXfGbS5/rIkSP+WTl6KM+rqekhR18hWogRDH8RIS1GhOw+ZCq6/AS5wTarz8GRfIa4SMJBQDEk4YyFLBECJREgHoQtohxpf+PGDV9+zZo1rq1tlevt7XUkN4tu69VOmpKQJrIAEzQTNZM2nhK8Bky6xJEYqSi3Y+aJ6OnJxaBYPSMBBLxCUGgvKuzooX3EyjLJ83lmJhckC5nBO4Jd6EDK0WM29fX1+Tr2h/vWFvfME1JIPmg3GqDLc8gV9a0s3hJJWAiIkIQ1HrJGCCyKACTkwIH97u7duwvKQEx4vfLKWff4453uz/98wm3Z8qS29S5AKZ0XEIAjR57zncMTAUlYuXKlwwNQrrognNEAACAASURBVExNTflJHo9IVMwzYl4Plj2Y1CEEFkBrZWySpz7ljahARhCzkc/l6ClmEzp5WdvogmAU2l0sQJcAYLDBm0R5cGPZJkpuvKH601AEREgaCr8aFwLlIQAZ2bOnt2RhyMi6db8jMlISqWQWsO2+xbb1QkIgAOadKLeHTOpGOqJ1cvdzHg8mc67xKjCZmzDBM6lH77F8QlmWTSBJ2GUTf7l6qG8eFWuLe4jFi3Bd6AnhuXlNojZxH1LEC7uMFMlL4iEN5o9iSIIZChkiBIojwDINnpFyZXz8R07pyMtFK1nlmOzn5u4UNRrvARM0HpJKhDqFOvGEoK+nZ6dXRW6TaAwGN5nYixEH2qfuiRMnPFGJekfK0UNdXkY8rC+FXpNinhDs4WUeG/rGzhqIkAlEh37RBn2QhIOACEk4YyFLhEBRBM6eHb5nmaZowcjNU6cGIlf6mBYEWGZgksUzEZ1M7Vc/k20lyzXmZQAf23GCLiZwJnXTBREilsTa5P3w4cMeVvN+GMbmmUC3ERp7Vo4e6iGUjQr3C70mPLekbmwthgQhFj+CbdSBYPEyMS9KMX1WRu/1R0CEpP6Yq0UhUBECLNdUKsSU4FmRpAsBJvuxsSve85DbgptLG88SRGdn54IMrdzDO2AkohgSeBmYtEdHv/3hUkez39oLkYgGn+LlYPK2NiEjBMEWkhHasEmedyM01nY5eswTYl4O6hbzmhBLQhnIGXlFIGq26ydal37kyFUODzCxPptdeg8Dgfvm5+fnwzBFVggBIVAMAf4DrUbOn7/olAitGuRUZzkI4Klg1w+BpIUBp8vRq7rpR0AekvSPsXooBISAEKgLAngybJuvyEhdIE9VI9plk6rhVGfSiMCDDz5YcQwJOKxYsSKNcKhPgSJgyyYQkUpzoQTaJZlVZwS0ZFNnwNWcEKgUgd7e3e7NN69VVA0S8847f1lRHRUWAkJACDQSAS3ZNBJ9tS0EykBg9+7S+UcK1fT27im8pWshIASEQNAIiJAEPTwyLusIsFPmG98YrAiGtrY2Vw2JqagRFRYCQkAIxIyACEnMgEqdEIgLAcjIE09sdj/+8Y/dpUv/j+PMmlICGRkYOKX4kVJA6bkQEALBIaAYkuCGRAYJAefeeecdt3fvH7gPPvjAnTs36latWuVhIUna8PCwe/fd2wtgImZk27an3IEDB0VGFiCjCyEgBJKCgAhJUkZKdmYGAcjIl770pHvkkUfc669fLkowKBNNfLZYvhHK3bz5jicrmQFQHRUCQiCRCGjbbyKHTUanFQGysn7ta191n/70Z9yrr367KBmh7+YxKYXDxYsX/CnAkBfFlZRCS8+FgBBoJALykDQSfbUtBCIIQB4OHjzgtmx5MtbTek3v1q3b3ODgqUiL+igEhIAQCAcBeUjCGQtZkmEEOMyMw8127vyyO348d0BYXHAQW4JAdpD+/mOLel58Af0RAkJACDQAAXlIGgC6mhQCUQRYonntte+5gYHBmsZ6EE/y1FNbXUtLi7tw4ZJISXQQ9FkICIGGI6Btvw0fAhmQVQSI63j66W2OuJFakxEwJu4EInLr1i3X27srq7Cr30JACASKgDwkgQ6MzEo3ApZj5L333nPf+c73yg5SjQMV2oaUlBsYG0eb0iEEhIAQKIWACEkphPRcCMSMAEsnxXKMxNyM1AkBISAEEoWAgloTNVwyNukIQEYsx8gPfziuOI6kD6jsFwJCIDYEFEMSG5RSJASWRoDtt1/84hb3qU99etGEZ0tr0FMhIASEQHoRECFJ79iqZwEhYLlAuro2uLGxN4L1jGCnRAgIASHQCARESBqButrMFALPPXfE5wAhx8iLL34z2L6znNTff9T19u5ekJY+WINlmBAQAqlCQEGtqRpOdSY0BOqVYySufitXSVxISo8QEAKVIiAPSaWIqbwQKAMBttZ2d2/yOUbOnBmuacKzMswpu4jlKpmbe98nUYOgSISAEBAC9UBAHpJ6oKw2MoVAI3OMxAU0fSCrK/lKSKamnCVxISs9QkAILIaAPCSLIaP7QqAKBPAofP7z69zPf/7zuic8q8LcRausWLEiT0QgJrdv31q0rB4IASEgBOJAQB6SOFCUDiHgnIOMWI6R11+/HOxOmkoHi503dkBfpXVVXggIASFQLgIiJOUipXJCYAkEmLT/6I+ec7/xG7/hzpw5mxoyskSX9UgICAEhECsCWrKJFU4pyyIC0Rwj589fFBnJ4pdAfRYCQmDZCCh1/LIhlIIsI0COkXPnvuX27etzR448l2Uo1HchIASEwLIQECFZFnyqnGUEkpZjJO6xImampaVFHqG4gZU+IZBRBBRDktGBV7erR4Atsdu3P+P+5m/+p8+8Sjr4LMqGDesd+UqGh89qW3AWvwDqsxCIGQERkpgBlbp0I5CGHCNxjZBylcSFpPQIASEAAgpq1fdACJSJAEsUv/3bv5X4HCNldrdkMctV0tGx1idR08F8JSFTASEgBJZAQB6SJcDRIyFgCKQ1x4j1b7nvBw7sd5cuXXQDA4PKWbJcMFVfCGQUAXlIMjrw6nb5CPDLf+PGLveFL3zBpSnhWfkIlC45OHjK7d9/wJ9qfOrUYOkKKiEEhIAQKEBAHpICQHQpBKIIWI6RLVue9AGs0Wf6fC8C4NXWtkpBrvdCoztCQAiUQECEpARAepxdBGxb76FDh92zz341u0Co50JACAiBOiCgPCR1AFlNJA8BIyOKiUje2MliISAEkomACEkyx01W1wgB29b7s5/9zJEGvqOjo0YtSa0QEAJCQAhEEVBQaxQNfc40AkZG3nvvPffd774mMhLzt+H27Vsxa5Q6ISAE0oSACEmaRlN9qRqBaI6RP/uz/6agzKqRLF6RYNeurvWOd4kQEAJCoBgCWrIphoruZQoB5Rip/XBv2/aUm5yc9NuCaY1riRAQAkIgioA8JFE09DlzCPCLXTlG6jPs0Vwl/f1H69OoWhECQiAxCMhDkpihkqFxI3D27LA7dqzfKcdI3Mguro/kac3Nzd5TQswOJEUiBISAEAAB5SHR9yCVCBBAeevW7XzfVq1a5Th7xcS29SrHiCFS3/dr16460s23tLS4q1ffrG/jak0ICIEgEZCHJMhhkVHVIkCcwrFjR93NmzfvUbF+fZc7ePD/dH/yJ6fcG2+8oXNX7kGofje6uja4CxdaFORaP8jVkhAIHgF5SIIfIhlYLgKcoVLqHJWPfexj7v7773fnzo1qW2+5wKqcEBACQqAOCCiotQ4gq4naI0BwaikyghX/9m//5n7xF39xwfJN7a1TC0JACAgBIVAKAXlISiGk58EjQHBkR8fn3N27d8u2dc2aNe7ChUtll1dBISAEhIAQqC0C8pDUFl9prwMCeEcqISOYdOPGDUf+EUmYCEAyJUJACGQLARGSbI13KntLIGs1cuNGdfWqaUt1ykfAPF7swpEIASGQHQRESLIz1qnt6fvvz1XVN/0Krwq2mldie3Z//zF36dJFvzW45g2qASEgBIJAQIQkiGGQEUJACEQRILU8py2Tr2TDhvVO5DGKjj4LgXQiIEKSznHNVK/a2lZV1d+2traq6qlSfRDo6Ojwgce3bt1yTz21VaSkPrCrFSHQMARESBoGvRqOCwGSbFUqDz74oOvoWFtpNZWvMwJk2L12LZfJlZ1UCkSu8wCoOSFQRwRESOoItpqqDQItLc3uE5/4REXKe3v3KBdJRYg1rnBzc4v3lIhANm4M1LIQqAcCykNSD5TVRs0Q4Bfzl770pPuVX/mk+4d/+Af3wQelc5GwVKPzU2o2JFIsBISAEKgKAXlIqoJNlUJAgIDHL35xi3vkkUfclStX3cWLl1ypuBDOs1FCtBBGTzYIASEgBBYiIA/JQjx0lRAESIZ28OABt2XLk+7FF7+5wGqeXbt2zccbvPvubffoo83+3Bp2bhAoWSicDMyygEQICAEhIAQah4AISeOwV8tVInDixHF3+vSQ27nzy+748RNVaslVw8tCAi68JgRQSoSAEBACQqAxCGjJpjG4q9UqEfja177qycjAwOCyyQgmECjZ0tLit5VWm/G1yq6oWkwI9PcfVa6SmLCUGiHQSARESBqJvtouGwESYz399DafKAsywvJLHEJWUAJc2TqMfpZ7JMlCgO+C5Sph+U0iBIRAMhHQkk0yxy1TVkNGnnhis3vvvffcd77zvZotrbB0Q7ryo0f73e7dvZnCOOmd5TtC8jSIiZbfkj6asj+rCIiQZHXkE9JvtvXu3fsH7oMPPnDnzo3WjIwYHBYsu3XrNjc4eMpu6z0BCERJyfDwK0UDmBPQDZkoBDKLgJZsMjv04Xfccozcf//97oc/HK85GQER3P8sCUmSh4CW35I3ZrJYCEQRkIckioY+B4MAu18IYP30pz/jXn3128qqGszIJMMQlt8QebmSMV6yUgiAgAiJvgfBIWDLJsVyjARnrAwSAkJACAiBWBDQkk0sMEpJXAiQY4SEZ+QYKUx4Flcb0iMEhIAQEALhIfBAeCbJoqwiwBLNa699z8dwxLWtN6tYqt9CQAgIgaQhIA9J0kYshfayO6K7e1PsOUbihoocF6tW/ZpylcQNrPQJASEgBJxzIiT6GjQUAcsx8rd/+zfuu999LbaEZ7XoFOfd4LlhSenUKe3EqQXGtdYJqezoWOPPOap1W9IvBIRAZQiIkFSGl0rHiADbej//+XXu/ffv1jThWYwmu/7+Y35JCUJiOzni1C9dtUVgxYom19S0QkcF1BZmaRcCVSEgQlIVbKq0XAQsx0hTU5P7wQ9+WJccI8u12epbrhK2Jvf27nZ4eSTJQEC5SpIxTrIymwho2282x71mvWZyhmzcuDHp22hra/MH2DERmLCt94/+6Dn3G7/xG+7MmbOJzTFCP0lXzuF8pCuP9tH6qvdwEbCjAvbvP+B4SYSAEGgsAiIkjcU/Na1DRM6eHXbDw2fc3bt37+kXqdhZ7sCrQAxGWnKMQEoOHtzvhofPOmJMJMlCwHLe6KiAZI2brE0nAiIk6RzXuvYKMoKn4ObNm0u2+wu/8AvuX/7lX9y+fX3uyJHnliyrh0KgXghASgYHB93FixdFKusFutoRAkUQECEpAopuVYYAZOTGjRtlVfrlX/5lNz7+51reKAstFRICQkAIZAcBBbVmZ6xr0lN+XZZLRjDgH/7hH/zSTk2MkVIhIASEgBBILAIiJIkdujAMv3btWsWGEGciEQJCQAgIASEQRUCEJIqGPleMwJtvVk5ICHolGDTtsmHDeuUqSfsgq39CQAjEhoAISWxQSlElCGQhd8fu3b1+V5FylVTyzQirbH//UR0VENaQyJoUIyBCkuLBVdcaiwAJ1MhPMjl53e9CygIJayzitWldRwXUBldpFQKFCGiXTSEiuq4IAc4Feffd2xXVofDsbOV1Km4kkAosT+ElQchXsmrVqkAskxnlIKBcJeWgpDJCYPkIyEOyfAwzreGpp56quP/r13dVXCfJFSAg1669mT9DJQvxM0ker0LbdVRAISK6FgK1QUAektrgmhmtLEP8+q+vdv/6r/9adp+vXLmWSS8BWPX27vInBjPJSZKFAERSRwUka8xkbbIQECFJ1ngFZS0T7BNPbHa3bt3yGVjLMW5gYNBPyOWUVRkhEBoCtvyGZ1Dn34Q2OrIn6QiIkCR9BBtkv5GR9957z33nO9/zJ95yWNli8SQPPvigP8tGnoEGDZiajQ0Bvvs6SDE2OKVICOQRECHJQ6EP5SLAr8QvfelJ9/DDD7tXX/12/vwP/qPm8DySpb3//lxeXVfXBu8V0X/ieUj0QQgIASEgBAoQECEpAESXSyNgZOSRRx5xr79+eVm/FNHFSblsjRVZWRp3PRUCQkAIpB0B7bJJ+wjH2D+2P27c2OW+8IUvLJuMRM3q6lqficyt0T4XfsazRGZXvEwSISAEhEAWERAhyeKoV9Fny8WwZcuT7uWX/zQWjwbbYfGONDWt8LsX8JhkVZqbW3zXRc6S+w3g+0tmV4kQEALVISBCUh1umar1ta991ZGt8tChw+7FF78Za99ZqoGUdHSs9aQE4pNFETlL/qjj3eL7y9ZgebqSP57qQf0RUAxJ/TEPpkV+0d24MZn/z7Otrc0Tg2g8B2Tktde+5+qxXZddOpcuXaxLW8EMQoEhTGTgQLr5/v5j2iJdgE/ol/ybUq6S0EdJ9oWKgAhJqCNTQ7v4T/PYsaPuxo0b97TC9tze3j2OPAs9PTvcz372M/df/su3XEdHxz1la3Hj1KlBx+vMmWHH7pysishZckeef18Ea8/Nva+jApI7jLK8AQiIkDQA9EY2OTk56bOF3r17d0kzfvEXf9F97GMfc9/97mt1z6rKf+g678V5YkbSucHBU0uOlR6GhwCeLjwljB9Lkvo+hzdGsig8BERIwhuTmll0+/YtR9BkKTJiBqxb9ztuZGTULvUuBIRABQjY8hsEe3LyXm9kBapUVAhkAgERkkwMc66TtgxQSZfPn79Yt+WaSuxSWSGQFAT4IWC7qJJis+wUAo1AQLtsGoF6A9rk1xoBo5VKVne9VIqTyguBxRAQGVkMGd0XAgsRECFZiEdqr3AbVyPEnIQk/NqUCAEhIASEQPoQECFJ35jG2qPFDsuLtZEyleGtWbu2w+d6KLNKKotByjo61mQ+u20qB7eCTp04cdy1t69yra3N/sVn7oUuc3Nzbt++vW52drYiU6enp3w/R0dHfL3Tp4f8telBJxhIkouACElyx64ulrMNOBThpOCtW7f5JG1ZXkpasaLJx/WQxj/LOITyvazWjrNnh/M5gCrV0d29yU1MTLjR0Vfd7Oxt/zpy5Dk3NnbZ8SxkgTjkyEVrRWZOT0/78q2tuXozMzOuqanJ2fXp0y+76enqPMEVGaLCNUNAhKRm0IaluKWluSqDyKAakrAF9ujRfk9KCNLNopC4DhxEzpI9+pDJao4KmJgY9xN6X1+fa29fnQdhx44e19f3rH8GMQlVZmdnXGvryorNm5qa8gSks3OdrwsO0f5XrFAVgkNAhCS4IamNQQTWrVmzpmLlXV1dFdepdYXdu3t9NleCdLNKSsBY5KzW37Ta6q/2HCeWPBBbqoha2d292U1MXHe8VyosgUSXgLiOCl6NHTu255eIOjvXOls+sXLYFC2Dt8bIEQSC5SXK5MjER8sr6KGsLT/hRbF+mm48JEZAeIaedety5IQ2qGttWR29JwsBEZJkjdeyrP3iF3+/ovqkkmeZJETBLrYkZ/2UXJGzEL+d5dkUPceJIxzKFcgGE/PIyLl7Ju3oEka5+igHiUCfLQGx/EM8ipESCESOMLTml4iw4/DhQwtIwI4dz/hmbRmJ5RRbosGzgV5kbOyN/PIKbaBn8+bNXjeEyoiNL/zhn5xnJbdcAzlC6C9CecQIi7/Qn8QhIEKSuCGrzmB2yxw9+n+5T37yk2UpIHZkYCDsDKGks+dXJim6338/96uxrM6lrJCRM8ZYu5CSNbiQkuHhsw5iWYlAHFj2wKMBmbAJuRIdVhZCAOE4efKF/IS+b1+fj80YHx/3xYaGCCBt9WWsHgQCsbYhCXw2rwXPjIAQ74JY3IcRB+pAfFhuok2Ednp6evzSE3YhvOMVWb06t0Rl8SS2fIOd1OMlSS4CIiTJHbuyLWet+umnt/mzYf7H/3jLL3csFazK0s61a28mIt01KbnJgpn1XA+QM+FQ9j+JxBfEMwApwZvQ3t7uPQwsWeBpqFRsMrfJ3eqjmzYQa8ueQSIgKYh5KSAZEIKo54ZrvCVGNiAWRkaoOzKS2zEDAYkKfUJs2aYUAYHYRPVGdelzchB4IDmmytJqEHjppW+6F1446bZsedK9+OI3vQp+UXNwHUSFX9XmXWhrW+Xv1+sgvWr6ozpCQAh8hAATvnkh8HRAFFauXJknAB+VXPwTk3mpmBOWXYjPgHzgzUCMLESJzOjot70NeG4gIQ899FDeFov7iLZlHpBSO4PMs2IekGhgLF6ZqPdk8Z7qSegIiJCEPkLLsO9rX/uqe+2173mPSGEsCK5i3MTluor7+4/6LYo66G0ZA6KqQmCZCNjETQxGoUAAhoZe8ssihc8Wu2Yi52VejmLlIDkQBzwmRggox1IR9aL3+Mz2W4RAVTw27I7JbcnNxX1AmExoG4Jidex+4XvUswIB4dXTs9MXM1JjXpXCurpODgJasknOWJVtKWnie3p2LEpGylYUKYhHJesBpBE49FEINAQBJt25uTtF2zZPQXTCL1owchNCwQtiEBU8IuyiQYj/IF4lSjzwqkRJQrFdLnhS8J4YYShcdkE3yyzYHRVsoW2IEGIExGJTTJ8RELwniJZsPAyJ/iNCkujhu9d4yMgTT2x2//2//7/uypVrse2SsQBSjlPnWPUkBE+SLh/PTtZlw4b1SqCWki8BeUaYsPFOQApM+AyJYFK2eA17VuodDwWTvBEDiAAEg7YQJn6WSKw93g8fPuyfmWcF4sFnYkJMT45IzHhSQuE7d3JEinJWhsBY9NluHj7nPC8P5dunbcQIkZEnIyAQHZ6ZLb6w/iQSARGSRA5bcaOZgLu7N7r33nvPfec734s9KJUAUoJdkWoSOhW3unZ3IU2vvHI207lKQJfluoMHD2Qeh9p90+qnmYl3bOyKn4AL83Z0dnb67bRmDQSFQFcjEna/8N121+CVoDweEZZQLFaEGBUmf2sPMkIQapQA8NkCYE0P79HlGMgH5YgvMS8HbdA+gbC0TRsQIJakTL95VoyAWBDuR8+n8qSnsG+6ThYC983Pz88ny2RZWwwByMiXvvSke+SRR9zrr192xIjUSvDC4CXBWzI8/IpPY16rtparl6Dd3t5drqWlxW8RriUuy7W1lvUJYIaUkN21v/9YTb8fteyHdAsBIZBeBERIUjC2xHYQwPrpT3/Gvfrqt+s22ZAl9ebNd9zVqzmvSahQQtYgUJAScj5kdYuwyFmo31DZJQSEAAiIkCT8e2C/fKPbeuvZJZZFkjDBY2dv727v1SGZGstPWRSRsyyOuvosBJKBgGJIkjFORa0k+Aw3/M6dX87nGClasIY3k0BG6D52QkTwkiQlKLcWwxaNA4KcSISAEBACoSAgD0koI1GhHUvlGKlQVaaKE//CEldhXpZMgaDOCgEhIAQCRECEJMBBWcokJtQ9e3a7t956yz3//HFNrEuBpWdCQAgIASGQGASUqTUxQ+V8plRyjLCt97vffS3oOAi8ECwPJGVJJ0FfA5kqBISAEEglAvKQBDCsBFzmTmq97a1pa2tzHR1rF+yWYb1/794/cB988IE7d240aDJCJ0jGxbbgLAeQBvDVkglCQAgIgcQgIELSwKFi+YVMopcuXbzHCk7j7e3d48+aYWKvV46Rewyp8kaScpVU2cVUVrMDF5WrJJXDq04JgaARECFp0PDY9su7d+8uaQFLHv/rf/2d+8xnPlvXHCNLGlXBQ3KVQLgGBgaDj3eBHN64MZnpXCX2vcx6IrkKvuIqKgSEQEwIiJDEBGQlavAekHr93XdzSzSl6v67f/cr7q23flyqWLDPjZQcPdpf9unCjehM1KuT5aWmKCnJciK5RnwH1aYQyDICykPSgNE/e3a4bDKCeX//9/9fog9HGxw85T0kx471B33YHWnlo7lKiOvJohCMPDn5F77rSTizKItjdPjwoQ/PnRlf0P3R0RF/n3NkOCCv0cKheZxRY4fpcTAeZ+zYNfblDgX8KFEhZ91wT5I9BOQhacCYr1r1a67UUk2hWevXd/mlhML7SbomPgFJQg4Q8+okYampVt+BqMco9DOLaoVBqHohHEzu09MfJbcjUSIEgJN3ORzPDp9rZB8gThAjs5OTfDm9d2LieiPNUtuBIqBtv3UeGNzhlZIRTHzzzWt1tjT+5pJARKzXeHUQMuEyMe/e3WuPMvOOx4hziiBnbOPu6OjITN9D7ijeBV4QDxMmek7QtdNz7X6j37HJTunFFshIa+vKRpul9gNFQEs2dR4YJjdJMhCwpabBwQHH1uysCjiw60YSBgJM8si6deu8l8TIyJEjz7mTJ1+o2MjCJRMUdHdvWrDUwj08MCyn4JlBWB7CU8OSDC/smJ6e8s/4QzmIE3Zisy3d5EhKbokG7wn3bXmJNri2NvLK9CETCIiQZGKY1clqEcCrc+3am0rwVi2Aqhc7AlNTuUm/tbXVdXdv9CSAJZp9+/qqaqtwaWchqbiT1wlpwANDeZaGWI7p63vWzc7e9i8KQkqMTJgeyuPNgTAhY2Nv5JdwLJbEvCjT09OOfhXalDdCH1KNgAhJnYe3Wrf3o48219lSNWcIKNusIaH3EBDAw8CEDSFgQocALGcCX7lypddhRGJkZMRt3rzZd9XuQUD4DAFBhoZe8uQEgmJiHhuWZRDIBWJLSzMzM95OIx88Gx/Hc9LqX7k6U/nyvrL+ZAoBEZIGDDcBqpXKU089VWmVxJRnOYRAXwt6TYzhMlQI1BkBCIiREGIxRkdf9ZP8iRMnlm0JRALSYZ4QFBohuXz5I+8I9wlSteUh7GGpBXKBNDU95N8LyUZuqWa1f2Z/8KIYQeEz7UGQJNlEQISkAeO+f/+Bilola2uagyrxQLA0QgDpqVODFWGjwo1DwPKV8C6pDwJM6gheB5Y+eMdrwWSOF6MawUNhQlxId/dmT3LwukAQaBOyYt4RCAhLM8R6EGsyMnLOV88FrH7k7chd58gFeqjX3t5uTeWJ1erVOZJiHpVomXxhfcgEAiIkDRhm+wdcbtNsuWTHQ5qFoEm22EJI2NWRBMGzw+6TrArZXG1rsEhJfb4FFj9i3glaJXYEUsEyink0KrHGCAmEgf+bbLkGHehjCcdiR3Lt7fX3iR2BFBEbwouytoMGXbxYxkEsniTq/TByZQSEvkGCbInHV9SfTCEgQlLn4f7a177qzp37lp98mYDxfiwmI2IIFgAAIABJREFUxI1cuXItM9st8ZKACZN8b+9uP9kthk0I9y9evOj27OnN7FKTJZIjkdpTT23NNDmr1/eRSTwac2HtGiFg6aRSiZIIllsKCQFtGkmBdEAuOjs7FzRjMSZGQArJhnk/orqJKUE+WrIhoFXLNQuAzdiFCEmdBpxfkrg3mWzPnBn2SxRMwGTEJKX6mjVr8i9iTJiYJydvBH+qb9zwgQnZUicnr/tJLuRt0iy97dq1O9NLTUZKuro2ZJqcxf3voJg+iABeh+ikbuVYZuE+Sy7mjbBnpd7xSvAiTsSIB3UgB9xDr5EGykGIJiYm8t4Y2sQ7ExXz1Fi9O3dyu3WoTx+Qwh01LPGYtySqS58zhMC8pOYIzM3NzX/+8+vmP/OZT82//fbby2rv6NH/OL979655dKZZwGnNms/NDw4OBN/NCxfOz7e0PDq/f/8fBm9rLQ3kuwkOSRizWuJQie5bt2b9v+dy/l8YGnrJ4zsycq5oEzMzM/OPPdY2v2nTRv98796v+PJTUz8pWj568/HHO3zdO3fu5G+jh/EsrM+1PeP59u3PzGMTn7ER4R46TaiDbZQx+7k+dOjrvsj4+I8WPLN6es8WAkodX2Pyydr6l770pHv44Yfdyy//6bI9HhZImIXTWPGOJCV2hh1CnBbc0bHWkUgsKXbH/fU3HJS7pTSynGlF0r0VK5r8sRAsfUmEQJYRECGp4egbGXnkkUfc669fjm2SQi8xFk1NK9zAwKllk5waQpAp1Vkii5ka2Bp0FuLGrjKW/dhBl1UCWwNopTLBCIiQVDl4TD78gm9paS6axdP+w1m37nf8QVdx/4dD2wQS3rp1y8dc6NdVlQMZczW+F+wUGh4+G7NmqUsTAvz7ff/9uaL/d6Spn+qLEKgEARGSCtBim+fg4KC7dOniglrshiFxmf3SMTKyZcuT7sUXv7mgbJwX/KfW27vLMQmyTEBgoUQICAEhIASEQBIRECEpc9SMZCxVvK2tzceK/OAHP3CHDh12zz771aWKx/aMvB14YLJyABpEjPFIc7K42L4cUiQEhIAQSAgCIiRlDBRbdck3Ua788R8/7/7Df/g/yi2uchUiMDk56T1DLFNlIWlchfAEW5wlRkikPHnBDpEMEwINRUB5SErAz6/xSjOH/vjHPy6hVY+XgwAHFJKrxIJIGSNJ+AhwREAWEsnxfWTHFcRZIgSEQPkIiJCUwIqlgbt375YotfAxMSaaJBdiEvcV3hFICdLVtd6Tk7jbiFsf36VKyW3cNjRSH3FOlkiOCTuNAgnh+8hYS4SAEKgMARGSEnhV+yuHTKOS2iJgpITtzywH4DEJXVj+w9asElY7s+iVV86mipwxnpDNp5/e5rfhk4EZT55ECAiB8hEQISmBFVvzqpGbN29WUy3WOvwnSb6SJEzU1XacYF48JSQkY6Jnwg9VLC1+1peaomcWpYGc8Z3r6Phc/lgItnzHvc0/1O+07BICcSIgQhInmgHqYqtyUrwH1cLHf/5MAr29ezwxqVZPPeqZV2du7v3ELDXVApcoOUuqN9EIP3ExBOriFVHAbi2+LdKZFQRESEqMNGmdqxG2ADdaCr0HaV/XJutlEn6ZQkpIrZ6kpaZafJfB4Z13/jKxkzhLNHi7zp+/mOnjAmrx3ZDObCKgbb8lxp1JnBTPlcrbb98ManLkP0+CbTlFmF+nksYjYHEHeAh09kvjx6NSC/A+8oMlCSS40r6pvBBoBAIiJCVQZ9Igav7dd2+XKPnRY3YShJikjJTmvEK17yMEs/WJwGkFQGZrzNVbISAE7kVAhOReTO65w4RB9Hw5wlINQZah/moyjw9uZk2C5YyoyggBISAEhEA9EFAMSRkoM3GfOTPsHnzwwSVLh05GMJ7lmitXrmWKjOR2QaxJ9W6jJb+YCXwIcU5rrpI4huPw4UOutbXZTUyML1A3Ojri73d2rnVjY5cXPFvqYnp6ytejftxy+vSQi+rdt2+va29fFXcz0pcCBERIyhxEi6JnuYPD9KICESE24+rVN4P1jETtJZgwS8KW4KwHkCZxvBuZq4RgVbbMs2QbokBEmpqaXGfnurx5J04cdxAV7o2NXXHd3Zvzz0p9mJ6e9kVaW1tLFa3oOWQEu6J2nj79spueDj9nUEUdVeFYEBAhqQBGlmGIDZmcvOFmZ2/nXxCRYoGiti0wzXlAKoCvYUUZt2iukqTsNuL7E+qEWOvB5N8TXsl6J5IDbzwzGzd2uWpzENUam9nZWcervX11vqkdO7Y7Jv8dO3rc6OirnqzkH5bxYWpq6h6CU0a1kkVmZma83riJTsmGVSCRCIiQ1HjYspAHpMYQxqIeUkKuEjxd7JpKAilhYkxKWvxYBqlACWMFkaxXIrlo2vejR/uDjQWzZZp169a5ubk5Bxnh3pEjz7mTJ18oQLG8SzwkUYKDXpZWWBayF4SnUFiK6e7elC9DHROWZXiOLlteYhmJz9HlJPRS1trByyPJKALzkpoiMDc3N7979675lpZH5y9cOF/Ttpar/O23356/evXKctUEX39wcMCPx/79fxi0rXx3urp+b76t7VfnGZusCn0HhzVrPlcTHMD56NH/6L8T/Fu9dWs2aKgPHfq6t/Xy5e/PP/54x/xjj7XN83k5gg70Infu3PF6t29/xn/mHvr5P+z48efzzQwNveTvjYyc8/empn7ibdm79yv5a+pQzsTqzMzM+Ft2bfYX6rB6es8GAi4b3Wx8L5n8+Mc5PHym8cYsYoH9pxw6cVrE/Ipu00cm+tAnHyO02JqFcVlsEI2c8R2NUyDgEB3wTQoZNxICieD/FF7j4z+qGhbqosOIhZEEIw2mmPaWIhuUg9RQDkFfoW2QHOw3QZ+Vt3tRHXZP79lAQISkjuPMhMI/0JB/mSfFexDHsDHJJUWM0GadlMQ9ZhARvCJx663V9wqSwP8hvDZt2uiJCBM6n6uVxQiI6eM5nhHaNC9KqTrULUYsoqSGMqaHd4kQeCCjK1UN6bYFvhIbcOpUiyPVeWiCTc3NzfnstBwZn1YJNVdMMbwZh5aWFj8uxDqkeVyK9Z97tRgvzp+phd7F+rDc+xY/wq4VgleRvr5n/U4WYjH27euruInCwFP0sDMGIUiW3TwE0SKrV+cCacfHxx2BqksFqxKX0tq60tfjDzqIJzEd3DN7R0bOOXS2t7e7zZs3L4hnySvQh/QjIE5WfwRYEw/9F9n169e9G5u1+9Btrf8INq5FPCSMiSSbCOB1wFNRuJxiyzjEf1Qq1GUpBbFYEVu+MV3mybClITwypbwyeEPMo4KeYks4pp93bMcO+kcsiSR7CGiXTQM4J3lAQv9VRjI4djjcupU7LbgBMKnJIgjgZWObuSSbCOAhKeaZYIcN3gfzbJSLjm0hZscOwvZfpDCHCR6MaN4TPs/N3fFl7Q+eFXbKkGQNOwu9IXhiENvNw+4cXibo7OvLeXgmJibstt4zhIAISYYGu9Ku2qm0IS4tVdqXSsqzzTQJ24Ir6VOay4aexCwu7JnoIRDRJGOmGwKRW8YZ8YTA7pd6n53NkQRbelm5MrfEYplVIRVsK7YlG9PHsgr3bPsu5YeGXvJLPBAO6iHR5Z7cEk6rv8ezzs5ObytExoRlG3tm9/SeIQSy5xRSj4XA0ghkabfR0kgk4ylLoASnFi4vEqC9bdvvJ6MTZVhpyyaFyylWlWWcaIArO1hKLX+YzugSkAWwUhd9lCm2G8bqRsuZLSy/sKTDM1u2KVzCoSw6uE85XizZ2BZg06X37CCgw/UCI59kpiQhlKSxCJw9O+yOHet3W7duy2QAaWPRr7x1EhCS6p0lRpKDvfTSN93Nmzd94HjWPHyVo6caQiAMBERIwhgHbwX/qa5d26FJMJAxYdmGrK5JISW2zGS7uQKBsW5mkPb9qae2ur/6q79yq1Y95v7zf/6/XdbObaob2GpICNQAAcWQ1ADUalU2N7fkz+/YsGF98OeYpP2MHib28+cv+vNUkjIeSUmLX+2/kaXqEShOIPaGDRt8bMLNmzrAbSm89EwIhIaAPCShjYhz+bM7yDvB+SsQldAkS94cO0uF8Qh9h4uWmnL/Ug4c2O+J5Dvv/GVo/3RkjxAQAosgIEKyCDCNvh1dE+dXX4iuZxJ09fbu8gm7sDH0rczLGVPGg/4mYTkkaUtNyxmXpeoyZiGS+ajNLDMNDg44ttkrdiyKjD5nEQERkoBH3dbECdQbHn7F/6cVmrlR70Go3pzQMKuHPVkii/XAsxZtMEZ4ct5/f84HTouQ1AJl6UwSAoohCXi08DiwRMCv8lC9D5arBBi7utb75aaAIc2MaUpsF/ZQs5vu6ae3ec8n6etFRsIeL1lXHwTkIakPzqlvJerNCXWJKfWDUKSDLFvgxdKEVwScBt/SFv8GD4CaDw4BeUiCG5JkGmQ7HJIQYxE3wpCxUIUYCpGRhaNDvpIQdohpXBaOi66EgDwk+g4IgWUiwJbgtrZVrr//WLBLa8vsYmqqRz15ocZlpQZsdUQIVIiAPCQVAqbiQqAQgYGBU36LKUm5QvaWFNqdxWvz5OGdIIbDksnVAguWy/hOsDQjEQJCoDQCIiSlMQq2BP/hdXSsCcL9HCxIdTCMwF7iZuxkZMZFEi4CkJLBwVM+Ay+J5MjdEregkyDvW7duB7/1OO6+S58QqBYBEZJqkQug3ooVTT5Kn19htfylF0BXgzcBUsJuCSQpu4343uS2nYYbA1PLgYeUDAwM+jOLwCEOsW3wnIPU27vHTU7eCDKHUBx9lQ4hEDcCIiRxI1pHffzSI/cH7ufQU4ZDmIi1SLP3wJYDyOjKZE+eiZDl6NFjmV9qIggbUnLp0sVlj9epU4Nu48Yuv2x35co1f7BfyOMv24RAaAgoqDW0EanSntBThkeDCbOwLZhf3JAv+hqy2C/6kI8pqAd+fD8hlMsRdu/gKdPpwstBUXWzjIAISYpG31KGr1/f5dfIl/sfbNzQREmJdjjEjW71+qLjkgWyWD1SqikEhEAtEdCSTS3RrbNu3M+4iicnrwcZUwJBIvNsPXY41Bn6RDeXtKWmRIMt44WAEFgUAXlIFoUmuQ9YKgj9UDGWNFi3P3q03+3e3ZtcsFNmOeNC7AvBmJJ7EcCbxG4qlmYkQkAIxIuACEm8eEpbBQiwxETsC14TSTgIJIHQ1gst272G95F8Iv39/b5pEbZ6jYDayRICIiRZGm31NQgE2I2xbdu24L1YQYDVYCPMk/fZz37W/fVf/7ULNT6rwTCpeSEQCwIiJLHAKCVCoHwE2P6M218BpOVj1siSFiy+du1a9+1vX2ikKWpbCKQaAQW1pnp47+1cLbJS3tuK7iyFAETEcpUorfhSSIXxzHKVXL9+PdOJ5MIYDVmRZgRESNI8ugV9I+fE4OCAT9pFcJ6kMQhEdxvt2dMb5I6oYsjw/UlzYrtifbZ7toMNAknSO/37MWT0LgTiQ0CEJD4sg9dkZ65YMqyQ/1Pt7z+a+kPJSF2+a9dun2WXuJLQ5dixo4lJi18LLO3fD8tt8jTWAmHpzDoCIiQZ+wbwn+q1a7ldLR0dnwv2YD7IUpK8B9V+jfr7j/nU5RASSFjIQjK7rC818e+HM4u0VT3kb6psSyoC9/fbPrak9kB2V4wAh/I98cQW9+ab1/wvvd/8zd/yE03FimpYgeRpc3Nz7oUXTvpWOjo6athaY1UzybW1tbmOjrXu4YcfbqwxS7T+8Y9/3O3c+WX305/+1I9Lc3NzJvNxgAMviRAQAvEiIEISL56J0RadXP7Tf+r3E+KnPvWpoOz/3d/9gmPS4+RU3OSQlLQK2IdMRqK4Mw6Mxze+ccrfTjNZjPZbn4WAEKgtAiIktcU3eO1MLgRZ8h7irz68B5AS1uzfeustB0kJ0c7gBzpmA/m+ZIUsxgyd1AkBIbAIAoohWQSYLN1mPRxSEqqww4GtspzRo2DCcEbJtsOG/N2pJ1oEi4ceB1RPPNSWEKgUASVGqxQxlW8YAllNaZ7Vfjfsi1Zlw2wJJrMrsUDsoBJRqxJIVcssAvKQZHbok9fx0A8MrAWikJG1azsSk6ukFhgkRSfLWObJU66SpIya7AwJARGSkEYjQFtCzlUSIFyxmwQJS1KuktgBSJhCYp4gJXNz7/sEaizjSISAECgPARGS8nDKZCmOoSdXiZ14mkkQAuh0NFcJSwKSsBGAlFiuHzwlIiVhj5esCwcBEZJwxiI4S9jOiRv64MEDQZMSvDhpD3a1AFLiFHp7dycidTnkKatklvgRPCWQE8ZLIgSEQGkEREhKY5TpEgTn7d9/wJOSUH+ds/uGXCWh2hfXFyi62ygJMQpMypDZJKTFj2uMonqMlFy8eDF6O9bPJA/s7FzrWlub3b59e2PVnRZl7e2r8thMT095rE6fHkpL99LVj3mJECgDgQsXzs+3tDw6v3//H87Pzc2VUaO+Ra5evTLf1var89u2/X6Q9sWJxttvvz2/Zs3n5ulz6BL93oRuaxLtO378ef/vctOmjfOPP96RxC7IZiGQR0DbftPFL2vaG2JKent3+TTzuKND29ZohwZy3kqI9tV0cAJWzrIN+Tm0HTbeQZqdnXXd3RtdZ+c619TU5MbGLrvpaQXRxouytNUTAS3Z1BPthLdFTIntIGCZJDSxHQ7Y1dW1XsGEgQxQ0paaAoGtpBknThz3ZU6efMGtXLnSn/3EkkS1gj6Wfnjt2LHdQXhYDjp8+FBeJaSHZ1auu3uTJ0L5As75eqXKsGTCUorpibbBM+4X9mV0dMTfxwaE+tjMUpXpMUzMHusTS1sI9vKShImACEmY4xKsVUz6k5M3gj1XxkhJU9MKv+2SPB6SxiNg48J2WLxsWRcCsYl5qnZb/cTEuCcCO3b0eO9Ia2urh3R6eroqaCEQExMTbmLiupudve3a29u99wVSsnr1aq8TIsDkjzeGMrxol3tR8rBjxzO+/GJlIBwQBYgUZcbG3vB9sRgY2kZoOypDQy95b1B392ZH/yEZkJTNmzd7PUeOPOfQzcsEPLARm5HZ2RnfN3uu97AQECEJazxkTQwIWDDhgQMHXRaTqcUAYU1UQErYDnv06LGa6E+S0vffn3MsgVbryTtx4oSfZPv6nvXdNkJinoBKsIAcQChOn37ZT97UZXK3SRzd6MWLARmgnAmfKTcyMuJvoQcisW7dOividXEB4UGmpqZ8HXQh7e2rvV5IBtLautK/RwkJJIPrI0eO+GdGvOi/6dm3r8/bf/lyzoNCQexhSQsxEmMEy9/Un6AQECEJajhkTFwIQEo4oydrwi/ukHe1MC4Qk6wLRBlyZp68SnKV4BVgojXvCFgyqUMMmOwrFfQxaRupsfqmk2eUgZT09PTY4wXvRoSog56RkXO+PIW4xhMCYUAgBJSPejLwllj8C+Xpy8zMjC9PWbwj9Bf9CM8oZzr9zQ9xwAuCgBF1Wc7KXee8R+aB8Tf1JygEREiCGg4ZIwSWhwAT2/DwGb9cVe1ywPIsUO1yETBPHrl+KhEmZ4QJ3WIneGfyjXoVytG5lNcAfUYAzKth3oaldI+OftvXsxiPKPGgHiQCDwykhaUi89BEdeIlsb5Yf6ljgt3FbKGOeVjMi2IEBBID0bE+mS69h4OACEk4Y5F4S4jXWM66eOIBCKADFnhsO45ESgIYlCVMgJSQ66dcr5EtXVj8hcVp8M4Ebd6BJZpc8AjSUUy4j4fBJvNiZbhXjNDguWApB5vwTkA4LD7E9EBKiFehHMSBQFPaM6Fd+sI9+hz1BkE6eEEuopIjZB/FiBSSKGwVGYkiFt5nEZLwxiSxFhGwSCbR0JN2QZzSPFFbAClfpGpjFBrxJVQA8tKoM+HiLWBSZYIuFCbx3KS8MBi0sFz0erEJ2pZobLmjcPI3HUNDQ54YYA9Br3hqbBcMZbgPUYIMIIW7XNDb15dbyrEYE8rRLqSDWBkITtQ7YqSLvkYFbLhny0q5gNbcco3hUopgRfXpc/0RECGpP+apbTEpE+G2bduCJ03L/ZLYWFQTo7Dctqutn4VxqRYb6uFpYGK1CbxQl5GHqKehsEzhNZM9hIHJ3OrhkaAtxJZFmORpO+rp4DNEwwJgKQvBIMAVMoHkvBkzeT2dnZ15r4cv4JwbH8+RFZ6ZYBeC/p6enXbbv0M0aAd7jPxAoLAbW4xkQVyMgFjfDKMFCnURDgL5FGn6IARiQoBMrl1dv+czp16/fj0mrfGpIdOp2cfnNAtjsXv3Lj8WofcV+8i2y9iEmA24kd+Tqamf+Iyse/d+ZVEzxsd/5MsMDb3ky1CW7MrUXUru3Lkzb2Upf+jQ1+e3b39m/rHH2hZUu3z5+/4+ZXhRplA319y3MryTTTYq2IduK0N5dEdlZmbGPycDbaFQnqy02G1tcT0yci5f1LCwe7RJe+iVhIuAC9c0WZZkBJhQSDPPfwKkDw9NoqQp9Ik6DuxCHINi/WIsICSkxs/CuBTDIIR7EAaISaMEIsH/HYVEBXsgH420rVGYZKFdLdmE46xKlSUWrLd16zZ/wBo5F0KS6A6HjRu7Un8qLdlSkyBJXGpKAq6L2cjSDHEfFuNBOZZiWA6xWIzF6tbqPss8LCERf2I5Rqyt3BLQbH4rr93XezoQeCAd3VAvQkWAHQRMhuz+CE2MNGEXp9IiSZm4Q8MyTnuMLLJjiwDp/v5jGpc4AY7oIrEY5IPttybEgpA91WIx7H493tkqjD0QEXYSFYoRJ4sNKXyu62QjoMP1kj1+sj4mBM6eHfaHBYqQxARoTGogJRAUSIlECAiBdCMgQpLu8VXvhEBJBNgCzaQvEQJCQAg0EgHFkDQSfbUtBBqMAGnmOzo+p5ORGzwOal4ICAHnREj0LWgoApWc4dFQQ1PaOOf9tLS0+FgNjUVKB1ndEgIJQUCEJCEDlUYzL1684LKwwyXksbMAUs5T0ViEPFKyTQikH4H7+/v7+9PfTfUwRATY4klE/QsvnPTvv/u7XwjOTNKZd3Sscdj28MMPB2dfHAZ9/OMfdxCSW7duuW9845Rrbm4u+2yVONqvVkd//1H3yU8+nNpxqRYX1RMCSUVAhCSpI5cSu5nomQAhJUyIlZ58WnsY7nO3b992f/RHRxIzUVeLCdjjMXnuuSOBjsXCnp08ecKxOyrNZHFhj3UlBNKNgJZs0j2+iegdW23Pn7/oD+bbsGF9UAffMUGTS8USvDEBplmIKRkYGHQksgv9AMILFy65jo61mVxqOnz4kE9oRlKz6IukZnaOTKXf02KH41WqI+TynGcDVpx5gxReh2x7VmzTtt+sjHQC+klQJYmwCLIcHj7rmptbgrIaMnLsWL8nJ5AUSRgIkKvk0qWLnkhlJY9MZ+dav8w5Pf1OfhBY/swRkhk3Ovptf0pu/mEZH+xQvYmJ6xXXLUO9igiBkgjIQ1ISIhWoFwLElExO/oUnIitWNNWr2bLbMe8Bkx+TYOgehLI7lvCCkMOjR/t9tl3GJe1i6dMLM6lyAu7o6Ku++6Rer1Q4dZdTdu2k3Urrq7wQWC4CIiTLRVD1Y0WAJRK8I7yHKPwCv3Ll2odLGnMhmphJm6JkkWDXNIulT1+3bl3RbkJUWH6pVFjCIG08nhI8MCxvdHdvumcJaHR0JP+cMqSdp25UWFJCB3bwnHKkhS+0i7a4z3Ne1CuUwjJcRwWCRl3ssrN5uI6mw6c8feFlUnht9/XeOARESBqHvVpOKAI5T86N4JaUEgpnbGZbLFLal22mpnKTf2dnZ1Hs8HCwfMOrXGFSpzyE4c6dO45lG5aD5ubuLCAJkAFIA2fgzM7e9i/aYPKPtmekaWRkxJ0+/bIvB1GKEg50QSA4swZdnJ9D+yw7maAXb4+VQRfX1DOJtrVy5UqvC08R96PkZXZ2xkXPwCm8Nn16bxwCIiSNw14tC4HEIUDuGF6hCoc4QhjTLEy0kI7CJZvl9NkmdU7YPXLkOa+KJaBCsVN4KWeCpwYywgSP2JJSU9NDfgnJ9BQuBUGseGYn+tIfPpstkAk+Y4+V4Z0X3hATI2h9fX3+hGDut7autMf+HT3YuHr16qLXCwrromEIiJA0DHo1LASShwCBx5yMHDIpSR6q5Vtskz1LK4vJ9PS0JyxGBBYrF71vk3pPz878bWsrSiTwmtgpvDzHU0HsCQIBQYxQQBCiwv2oTZADSELUi4FuC9QdGTnn+xElP+jDC0I9Xgh6jcxYe2aDtQcmiHlICq+tnt4bi8ADjW1erQuB8hG4du2q4+wVtnuGGmNSfm+SWZJTd9kFBSlha7B2Gy1/HCF3lgOmlDabaO2XfrHyxHOYR6HY82L3jMREyYd5PKwtCAhLLkYAbMmIctSzuoWeD9ozchMlF/v25QgLxANSA1nYvHmzJxdWnrrEgywmVu7IkY+IFGWNYBlxm5mZ8WTIvEqF14vp1/36IiBCUl+81doyEGAb8Nzc+66ra70PfA3RNc/kwu4bgizTKvQNQggpQSApIoiVjzZZgNkVdOPGDV+5nNiXwom2sFW8DXgOeno+WlIpLFPsGlJRSGLMi2CTusV2EO8RFZZPbKLnvhGWaBkjUoWBuJASXtiMfuwnlsSE5RojLnYv+m5Bsub5sGdmg5Ekuy58btd6DwMBLdmEMQ6yogwEICDXrr3pmppWBH0YHLlK0r791AJI8VqROyYJW6A5AiCUpSZwg1iDG7u2yiEj/BNhYo16I6L/bPAW4G1gEo8ShGiZYp/RCSEwT4iViW4D5nluF87CQFojQEY0zGNh16ar0GtSuMOFpRVb4pmYmPD2c48A26jk+t+c361jeo00UdZswNuCYDv3jLQUXkf163NjERAhaSz+ar1CBPglHnKGTiYWMp1mIVcJAaSMBSn/ISWhS29vbzC5SiDXvb173NWrb5YdhGsTbXTyNczxFOzY8YzftruUR8HKR9/NE2ITtj2DgFhwKOQAIgRZYEJH8IwU5juBMCCFurhObHi2AAAgAElEQVQfJUks96A/Gj9isSi2FGTBq5Sz9vCicN+8OYV6KVdog9Un9gQpvPY39ScMBOYlQiChCOzf/4fzLS2Pzg8PnwmuB2+//fZ8W9uvznd1/d783NxccPbFaRD9u3r1Spwqa6brwoXz/jvDdydp4zIycs7bzne+8LV371fmL1/+/j24cZ+yU1M/ueeZ3Th06Ovzjz3WZpf+fWZmxtcbGnopfx8dmzZtzLe9ffsz82aTlStXF0qpQ7vWF/QV9oEy9pyy1g71i9nI/UIbTAflrV102rW/qT9BIKDU8WHwQllRJQK44IllwO0dWkxJ6Knwq4Q88dUIxu3t3eWDcxUgnfjhVAdShIAISYoGM6tdITgwtHNvbCyIEWA5w5aa7L7eG4tAPcgiYz84OOCJcrkxIo1FRa0LgcYioBiSxuKv1mNAIFQyQteMiAwPvxJDT6UiLgQsQBp9/f39canN68ELQ9BqKEG0ecP0QQgEjIA8JAEPjkwTAklHIGTvFdja7qC4ti2jj7N0CGpev77L52mJS3fSvwuyXwiUQkCEpBRCei4EhEDVCKxa9Ws+6VcWcpVYbApgkTCOZGcSISAEykdASzblY6WSCUOAX6vke5A0DgGCRpOUq2Q5SOEJgYRMTv6FyMhygFTdzCIgQpLZoU9/x5kI9+zp9enmQ+3t2bPD+WWDUG1cjl3EakRzlbCEk1ahr3hGtEST1hFWv2qNgAhJrRGW/oYhYEnKOP8mxMypTM7swkhKptNqB5KJGq8BQqAnO1ySICzBWIxJEuyVjUIg6QiIkCR9BGX/kghASs6cGfbLBhs25FJ1L1mhjg/ZHYT3gPN5ICVJmairgQivAX3lYD76ymQfskBEyFVSjCzi1dJSYMijJ9uSioAISVJHTnaXjQDr+qEuG0S3n2aBlJAqnfEIfUI3AmVp8fFmWe4Sziq6fXvhAXNlfxlVUAgIgUUR0C6bRaHRg7QhwKTS27vbn73CIX0h5S+xX+RMetqhEc43j3GBKHJc/T/+4z+6trY2NzBwKriswOEgJkuEQPUIyENSPXaqmTAEbImEZZyQyAgw2i9yvAcE4oa+pJGwoa/aXBsXDmb7xCc+4Y4ePSYyUjWaqigElkZAHpKl8dFTIVB3BIhRgDQxGUrCQYDAaBKecZoz4yMRAkIgXgQeiFedtAkBIbBcBHbv7l2uCtWvAQLa0lsDUKVSCEQQkIckAoY+CgEh0FgE8EJAyAj2lQgBIZAtBBRDkq3xVm9LIKC8EyUAquFjsL95853Ub4GuIYRSLQQSjYAISaKHT8bHiQCHooW89ZYJO82ZTi2AFO8I4xD61uA4v3vSJQSEgHMiJPoWCIEPEThw4KD/FCopgTAlKdNpNV8sIyW22+jixQvVqFEdISAEEojA/f39/f0JtFsmC4HYEfj4xz/unnhii7t586Y7dWrAPfzww0HFMnR0rA3WtrgHA0IyNzfnXnjhpFfd0dERdxOx6sN79eUv97i2tlX+exOrcikTAhlBQIQkIwOtbpaHgJGSn/70p+4b38gdlPabv/mb5VWucalC25qbm4MiTHF3/3d/9wuOPpIZFc9JKONQrJ///M//7F5//TU3NPSS+9SnPuVfxcrpnhAQAosjIEKyODZ6kmEE+IXOJMhkSPpwrkMRswXb8CIwcadViCchOyp9hpCFKthGbhKILF6dtJPFUMdBdiUbARGSZI+frK8hAvwiZ2IhUdmWLVvcihVNNWytMtUsYWAbk19ohKmynpQujcchZDIS7QHEKUlLTVHb9VkINBoB5SFp9AiofSGwDATYiUKa+f7+Y8vQoqpxI0Aw7sGDB9zWrdv82URx65c+IZBGBERI0jiq6pMQEAINRwBSws6o3t49bv/+Aw23RwYIgdARECEJfYRknxAQAosiQF6W0A5KjBrL6c0tLS06lygKij4LgUUQUB6SRYDRbSEgBMJGgKWqtWs7XMi5SgjKJThaIgSEQGkEREhKY6QSQqAoAsRvnDo1WPSZbtYeAQJ7d+3a7WM1WBqRCAEhkGwEREiSPX6yvoEIkAwLQsKBcKEJtq1a9WtBew/iwIxg3oGBQffKK2eDHIc4+riYDnbznDhx3LW3r3Ktrc3+tWPHdjc6OrJYlVju097hw4fyujo71zpeS8np00PevunpqaWK6VnGERAhyfgXQN2vHgHyTjAZ4ikh3TwkIBRhmYBgSnZ6hEiY4sSJcThzZjjIcViqn8s5l4iJHRIwPT3tTp58wc3O3vav9vZ2TxYgALWQ2dlZv6155cqVefUQo87OdfnrYh/27ev70L7VxR7rnhDwCIiQ6IsgBJaBAJPhhQuXHMGLoZESdnZAmC5duph6UkL+j1DHodjXCzJC/Es1S02QAjwh7e2r3ejoq667e3O+iSNHnvPXZIyFKMQtExPjXiXEB+GadlavFtGIG+ss6hMhyeKoq8+xIkDg4rVrb3qdHR2f8+Qk1gaWoQzCdP78Re892LBhfVBenGV0q2hVxgFSgneIZHEhCzuDql1qYpkGOX365aJd7Onp8SRhbOxy0eeL3YRY7Nu3N7/8wzJQoadlZmbGNTU15T0ieGiQqamcx4Y63d2bXHRpBr3cN7spz3NIVXSpCaIVFVvmsTLYVkiy8BKxfERZPlv7hbooY3pYcirsV7RdfW4gAvMSISAEYkFgbm5uvqvr9+bb2n51ns8hydtvv+3twr7QbAsJp3rbcuHCeT8uvJcjMzMz8y0tj84fP/58OcXLLnPnzp35xx/vmN++/Zl5PiOXL3//nrZ4TjkTrrHH6lF306aNC8qMj//IlxkZOeer2fWhQ1/318XqWDtTUz/xZeg37aLbxLDgvuER7YeV27v3K74u5ZGhoZe8PbxLwkJAHpIGkkE1nS4E+GV+9eqbbnj4leC2eka9OJOT19MFfIJ7gwcL7xrv5Ygtmaxbt3TMRjm6omUIhMWrQDwKHhCEpSA+R70NudiVj9qenZ1xra2t3ltDWV54aKhjHhrzolicCd4KPtMWEq1D/+zV1/esX5aiDG2wREV7JoYFdrJUhaCrUCjX2rrS6+AZ8SzoGx/PLT8Vltd14xB4oHFNq2UhkE4E2I4aorBMAGGShIVAJYndbMmi2MS7nF4xSfMyYUnjzp07fonE2mJip32LF4F08KKelaG+fTYiw3IO9yAB6OA+ZCMqO3b0OF4mBOmaQGzQARky3TwzvVFdZpORH8rxGR20bfcnJkTKDd+Q3uUhCWk0ZIsQEAJCoAEIROM18GBARoxQRAkIpkEsECZ4pNBbY6TJykEk8G4ghd4Sf7PgD+TB4kGIM4F4INhjhIJr2kdvlKSYTWYz5Yi1gTShizgUYlnMRq9Yf4JBQIQkmKGQIUJACNQSAXZCVbOrpZY2VarbJvmlJlQmcybecgUCwCRt24d5ZwnEJnVr0zwSRgqMKBjZsPai981jYaQFooNESYTV451+2ZIOXhJ2EWGL1bftxoV6TYfZGN15xDN0oK+vr897S7q7N1oVvQeEgAhJQIMhU9KNAHlKlpN7It3o1L534E+a+dC2Z1fSc4vrGBkpnvwMTweTusVUlKPbCEThJD4ycs4TByMg5pEwneZBiZIjPkNw0AWRwTuCGKl56KGH/HW0DmXYAYPttMEzIyDWlvU3ut2YZ3Zt5cxGCA960Bvd3QN56unZ6b0tZpvV1XvjERAhafwYyIKMIMCv866u9UFtCzbo0+A9sL4s9k5sT5JylSzWD8gGk350GyyTry1H4OEwArCYjuh98zpYhld0sbxhhMPKcj9KAHJEojWftdVsgAxYwKrpMC/KR4TqnFeLjsOHD/ulF5ZVrNzlyx9tWYZQ0F/EPCvmCTGyxLNCrwll0Uddq085glnBx9ryivUnCARESIIYBhmRBQRIc85uF36hh3ggHDZlJVcJ37dQyWGpfwsEfxIXkSMIubTx5NZgAiZYM+rpgKTgJVjKG4A+yAATP2VZ8sFDEdVjngsjL3YN8YCkUM9sGBu7kicONvkbQeKdOhAE6pCzhPpjY2/4bttz9POcF/0s9PiYJySKFfeQKGliyQfSYjigD5xGR78drarPgSBwH7uQA7FFZgiBTCBAKneyp5IYq9ztnvUAxrLNtrS0uOHhs66S3R/1sC/ONli+gRiSQA2vCURRIgSEQGMRkIeksfir9QwiMDh4ypHWPbRzZqK5SpLqPSj360TOGIhIR8dat3Fjl2J7ygVO5YRADRGQh6SG4Eq1EFgKAZZIICVbt25zLOcwSYYgUe8BSd5CzasSF1YcjshZOBIhIAQai4AISWPxV+sZR4BlklOnBv0SSWhQsLTEZP3OO38ZmmmyRwgIgRQiIEKSwkFVl4RAXAiwTTnNsSRx4SQ9QkAILB8BEZLlYygNQkAICAEhIASEwDIRUFDrMgFUdSEgBNKJALE0vCRCQAjUBwERkvrgrFaEgBBIGAIksuvo+FyQiewSBqXMFQJlISBCUhZMKiQE6o8AEyKBpSEKwa5pT4PPzidyspCvhOBjiRAQArVFQISktvhKuxCoGoFcXpCrrrd3d3BLB+wMykquErYEk6skxOy6VX+5VFEIBIiAgloDHBSZJAQMgWj2VBJ5KVeJIVPf91Cz69YXBbUmBGqLgDwktcVX2oXAshDASwIRQUKKZ4AYXb36pk8o9vTT21LvPSC77tGj/cFl113Wl0uVhUBgCMhDEtiAyBwhUAyBkLOnmveAdPi80iws25w9O+zJWJr7qb4JgUYgIELSCNTVphCoAgFICYGuIWZPtTT4WSAlVQydqggBIVAGAiIkZYCkIkIgJARCzZ4KUWKJSZldQ/q2yBYhkBwEREiSM1ayVAgIASEgBIRAahFQUGtqh1YdEwJCQAgIASGQHARESJIzVrJUCAiBgBEgvke5SgIeIJkWPAIiJMEPkQwUAuUhQM6SUDOKhmpXeciWV4qg44MHD/hdOOXVUCkhIASiCIiQRNHQZyGQYATInkqac4JLQxK8BlnIdEqukoGBQXfsWH+wKf9D+l7IFiFQiMD9/f39/YU3dS0EhEDyEHjiiS3upz/9qXvhhZOuubnZ73gJoRfsvJmbm/N2YU9HR0cIZtXEhtwuo2b3jW+ccrdu3XIdHWvdxz/+8Zq0JaVCIG0IaJdN2kZU/ck8AnhKeO3atdtxQFwoYrlKtm7d5vAmpFlCTfmfZszVt+QjIEKS/DFUD4TAPQiEOvljF8GfeA4gJaGczXMPgDHcMFISTf8fg1qpEAKpRUCEJLVDq45lHYHJyUnX27vLtbS0BJXq3CZq7ArpwMBafF8IdGXpBlIiEQJCYGkEFNS6ND56KgQSiwCxGkz4XV0bguqDeQyykNEVD1DcZKSzc63jRVxOMRkbu+xaW5vdjh3biz2+5157+yp3+PAhf396esrXPX166J5yy71hukdHR8pWRR/37dvrZmdn83Wwl3uS9CHwQPq6pB4JASFgCDAZxj0hmu7lvGPT8PDZ5ajIbN0jR57zE/LQ0EuOz1Fh4oZctLa2utOnX44+KvqZ8kz6K1eu9M/b21e72dnbRcsu9+b09LRXgW3lSo6MzPj+WJ3p6Xfso95ThoA8JCkbUHVHCAiBdCPQ3b3ZQRzwNBR6SZjAuXfy5AuuqampJBATE+O+THt7e8myyy0wNTXlbersXFe2qtlZyEiOLJVdSQUTi4AISWKHToYLASGQZASWkyyur6/PEw+8JCZ4RlgWwWtS7qQ/MzOzgCR0d29yvExY9uHFEg7LQLYUVEiEWCainJVBB/eigocEIoVAnFh6KRT6wH1bdsKDA2mysidOHPdtRNvHNp5b24XLTWAStY3lrkqWjQpt1HXtEBAhqR220iwEgkaAgEtJ4xAgid2BA/tdNeNQ6CVhguUFEdm3r6/sTkESop4UPBJRbwmTuXlRWMoZG3vDkx6LOaEhyAMEAz2U4cWyDPeob5LzduSWa1avXu0JVZRYUJY+9PU96+ifLUfl2swt02Avus1miMbIyDk3Ovqqb5c6kBYjJdgOOaKO2YZu7C8kTGbn/9/eufzYcVxpPo3WwDsXlwbMx3ZGUnHbTakIuDeiJBI9ixnaJkuzsWi0SK9EAi3KvTC1aFFeiFqpaKClRg/gop+rMdkitWwWRPSySUh7lvkHVHndRg1+kfxunYrKzJv3nffe7wD3ZmY8Tpz4TjxOnsiM9HF2CNggmR32LtkIzBQBJsRLl94eakKcpOCaqCdZRhd488Axu+pS32GMEnlJmIBLz0G750Zi3TEC5E1h8sZAwFiAdM0ELiMHDwfXTOak5cfkTlh8ZoVzjIbNzfIBVvESbxkU0WC5efPmc0OmNKjkvZFXBZmivBgd8GV5SmmQE+Pj4cNyKWpjA8/O8ZRG9T537lw6jQ/KKs7H2SJgg2S2+Lt0IzAzBD7++JPi0aOvhp4QJyX4229fGmminpRc4+bLg70YJbwW/Pnnnw3MHiOAiRivAoZB2+dGVFBuJOihU3lINGFj+ETSA7B4PFT2+vp6TNI7Ry5IvGX8YCRAKgMDB3nwjoi4lqFBGMYI/FQ+Rgd8xHM/31fJY8I1npOtra8UlQw3jBRIRlEv0iczR8AGycxVYAGMwGwQ0IS4u/vn4syZ1zrzYT5eU2ai1n4lw3gPZoPo4KWig0eP/qPACBuGZAjgGcgn5n78ZAzIOMg9EjyESlw0CuC5s7OTWPOwadsHVcVbZYmnDBaMBMIuXiwNG8KRT8YRBcqoUVj0ltTVlWUjni3hGRO8SJDKHBSvujIcPj4EbJCMD0tzMgJzhwAT4oMHXxYrK99JnpJRHrQcZ+VlLMGzS8bSOOsoXuxVMuyOtZpcT59u/+aKys2NidwjwfXKyhEl7x23traSodLkYSAvsmmJJudNXowTDBWWXjAuoieGa0jeEM6jvPDm1yQDBgjl4iHhVWGeL9FzKSq/VymfdAIBGySdUIOFMAKzQ4DJEI8E27l36au8Mkq6ZizNTlOHS2bZgsl1mLv9aCQwueceiXLSL70hKpmlFYyF9fW3UlCdQYDHgzg8HvDllxtNeFjwevBQKstP/ETyhsR6EaZXgOHNDxkj4RHhLRqoNJxOJMNHaZA91lvhPnYDARsk3dCDpTACM0UAo4SNyvjw3TDPM0xK+Ggs8R0c00EEmGC1/HEwpv8Vk3lc/iCHPBJM2mX8yd4bK5SF1wEjQQ+5smREOgwBEefkxxuB0cCzJpCWa5SOsuGJsRK9I8RrWajMX+7Smr8BhAFDOeSHkA2DSc+hwJ88lAFxvH79ejqHr6l7CNgg6Z5OLJERmBkCfPDu/v0vZ1Z+VcEylrr05eIqOacdJqMh9zww8fLcRDQSctmUVwZI7pHQNUYFyyrw4/VZPCM8KCrCGOKNGowS7QPCOa/q6nkQ8coNJ5WNcZPH8SYMRgPPfiCr5NUSEOXr7Ro8IpSNRwRZVC6yw7d87fdoMkYwoGyMSHvdO/rjet3TiSUyAkbACMwUAV7lLQ2B/TdUxi2Q9gLhGQ8bCeNGdz75+Vs286k3S20EjIARmBgCGCO512KchbG0wivDg76qPE4ZzKt7CHjJpns6sURGwAgYgZkhoIdQ4/LIuITB0NFyEksqWl4ZF3/zmW8EvGQz3/qz9EZgagjwsOuLL75UnDp1ampl9iuIPUpu3Ph5wfMlPGtiMgJGYH4RsIdkfnVnyY3AVBFgj5If/vB80aW3Xf78593im2++Lk6d+uvObOw2VaW4MCOwQAjYQ7JAynRVjMCkEcAb8S//8nnx7rtX02/S5bXhj5eE78GwBTv7qbB/ickIGIH5Q+Cvbty4cWP+xLbERsAIzAKB73//b4ujR48WH3xwIxkAbPM+a/r2t79d/N3f/c/i2bNnxT/+4/tJPhsls9aKyzcCgyPgJZvBMXMOI7DUCJw//4Pin//5s/QBvNdff22oL9WOG0CeH2EPFTZ2u3btaqeWlcZd18iPPT+0D0fTviMxzyjnlMHeIE3E2zPlviDlF3eb0sY4+PIqsGl5EbBBsry6d82NwNAI6AN4LJNcuvTjofmMOyNGyc9/fiMZJV35Ls+46xj5bWx8mnYq5RVd7Uga48d9zsZjfBemiTCSIG3z3pRWcbzZQz5tlqZwH5cLAe9Dslz6dm2NwNgQYFmED/PxteAuEV/OPXPmTHH06LEuiTV2WZjE8UawhTobi7G3RxeI7+uwTXy+VXyTbLwODGkr+6a0jltcBOwhWVzdumZGYOIIMOl38XmNRTdGUCzfboHYXAzPAh6GYb0kLJWw9INRc/HihbTkwhJKNHI4ZykmhvGlXtIRTj5k4Psx0TsC73yZR/uRYFBBbE+PURU/pgdv+OrHcpG8LylTUSSZ4U9aLV2xVby+b6N0pBEfZCG9qXsI2CDpnk4skREwAkuEwLNnfxr4ORwm9NJ4KL/NIm+EvhszKHzyUGxubqbvwWxvP0s7tTKRizTJawdXDCKWjDCISM93YjAaSBe/rwNv5REvySkDhOu4fTzGDV8B5ps48GZ7eYwtwkWUww/+fIyvTPN1sbu7c+BZFGQiDfHw4uN7yG6jREh252iDpDu6sCRGwAgsGQKffHKreOWVU8WtWx8PVPObN2+mCVxftpVBknsQ2jDVxL6yciR9OE+GgXiKR1yKwThgQqd8lowgHTkXD/GOBgrxkRfX8JNxUhoPDxNvGTLIwrm+HEwe0kGUy66vkMpNF8//SIfHRvXhY36cI4OpWwj4GZJu6cPSGIGFQYA7/+98Z6VTO6jqQddZLzMhx7Vr7xbffPPNwHu6sMzBBM7EqgmYyZrzx48fD9x+NLFfuXLlQF7CxZ+IaDTgSSEOGSLxDAj5ZFxoeScaK+KlMNJjSGmrevLiyRDBg3pRfpSHMK5llJFeBpDKJ4xzeES58JaYuoeAPSTd04klMgILgcD58+fThmVsXNYVYpfZN944M/PXgldWvpMeuv3qq0cDbzDHMgmEh0LPRXAsn9/YHhhqTewyEGCQT+xcR6OByV3ei1ggaTAS5I3IPSGkzQ0QeEPKg/Gg50FYopGRRbpoaEiGaKQQBsm44Zw3gzCc4MXyDcs1yGnqHgI2SLqnE0tkBBYCgc8++zy9gcMuqvJMzLpifPNGe5XwbZ5ZEQ/dgs+gD99ihDAx67kNPAn6lZ6FpwNXSRN7zKiJXUstutZbMDI8Yh7Oc17Rq6K0+fMjMoiQH748t1LW5VlaQmI5RnLotWAw4Kdw8RavaFwRB4/y+ZEryVty9uwbyuJjhxCwQdIhZVgUI7BICOi1YOrUJaNEe5Ww2+zVq+/ODeRM1nhH8ExUfSUXY4E0TNRtqe3EzlswkLwiPJNBWZFYSoKfPB0YI6SJ3gqueViVNEoXjRjOSZMbGiwRleWvpmNuIEkO8cJrAh88R3obqcx/slhffyvJiXymbiFgg6Rb+rA0RmChEGAHVb4vc+rUK8ko6cqH+dir5OOPbxV/+MPvk1EyqWWlR48ejW15SEsN+bMeajDyHgwy0fab2MUbrwYGhJZHzp07l7whem2XZRZN/DJAMAggHZEL7wdGS1x6IV6eFxk8d+/u76kCX/hDKl+ekMgnN65ICz/yKj88tIykshJj/3UCARsknVCDhTACi4sARgnLE+zuyrbus1wqiSizBf4XXzxIW+CPe7dZDJxLl95OX0cex3IVkzmTP0sR+XKE6iSPAxMzxPMSeAiaDJQ2Ezu84BEnf57J4Kf9PfBg6OFSyUF6PDkYFMhBGgwZSEaLPCIypsjLchTh5OGHwaK3aFLmiqUhwquMqzt3fp3kFhbww1C5c+c3YuVjhxDw1347pAyLYgQWHQGMESZolk26QsiDAXHq1KmxiPTgwf3eUhD17MIHCMdSMTMxAhNGwAbJhAE2eyNgBJYDAV5z5uPpX375oPjxj98url691qlXnpdDC67lPCPgfUjmWXuW3QgYgc4ggKeF329/+/uxeVs6UzkLYgSmgIA9JFMA2UUYASNgBIyAETACzQj4odZmfBxrBIzAEiOAx8NkBIzAdBCwQTIdnF2KETACfRBgr5KuvBaMqDwTwq6u+V4lWprpUx1HGwEjMCACNkgGBMzJjYARmAwC7FrKa8F8cK4LhDz5XiXIhpHSlVeXu4CTZTAC40LAz5CMC0nzMQJGYGQE8JBglLC9e1deDcYjcv78/yr+67/+q3jhhf9WXLt2rWBjNZMRMALjRcAekvHiaW5GwAiMgACbleGVYC8PlnAmtYPqICKyBf6//uv/Lf7yl78U3/3ud4u/+Zvx7FcyiAxOawSWAQF7SJZBy66jEZgzBPBKYJAcO3YsbT3Pbq+zJowjZPrTn/6UZMJQMRkBIzA+BOwhGR+W5mQEjMCYEIgf5ssfKh1TEQOzid/lGTizMxgBI9AXAXtI+kLkBEbACMwKAS3ZdMFDMisMXK4RWBYEbJAsi6ZdTyNgBIyAETACHUbASzYdVo5FMwJGwAgYASOwLAjYIFkWTbueRsAIGAEjYAQ6jIANkg4rx6IZASNQjwCvBusZk/pU04u5cePnxeuvv9YpmaZXe5dkBEZHwAbJ6BiagxEwAjNAgLdveA2XLd67QOyhsrtbvhrsb+B0QSOWYd4QsEEybxqzvEbACCQEHj36j3Q8c+a1ogsGQHxVGUOpCzK5qRiBeULABsk8acuyGgEj0ENA+4JgCGAAdOHDfLlMLCuZjIARaIeADZJ2ODmVETACHURABsCZM6+nb+B0yShBpp/85FInDKUOqs4iGYFDCPzVjRs3bhwKdYARMAJGYI4QYPKHPvjgRrG7u1t8//t/O3PpkQlZ/vjH/1e89db/mbk8FsAIdB0Bb4zWdQ1ZPiNgBFojIA8JD5iajIARmC8EbJDMl74srREwAkbACBiBhUTAz5AspFpdKSNgBIyAETAC84WADZL50pelNQJGwAgUa2uvFMePHy0uX36nEg3i+ZmMwDwhYINknrRlWY2AEVgYBNjYbbXQ6sMAACAASURBVJi9Sra3twt+0NbWw0o8eJh2dfVkZZwDjUBXEbBB0lXNWC4jYATGhgC7ub700v8oPv/8s7HxHJUR294Ps3+KjJCzZ8+lt3ju3Nk8IArxGCQnT9ogOQCMLzqPgA2SzqvIAhoBIzAqAkePHiuuXr2WXgvGM9EF+uyzz4th9k/B2IDef/9nyQty9+7dA9V58uRJul5dXT0Q3u8Cvtevv5eWglgOYsnn3r193hg6hGMAXbx4oXcO39u3N3r5tJQkOVUuvM6efbOXDh7y9ChNLH919aXEV3Ec4ckyFWXoR9mmBUFgz2QEjIARWBIEfve73+69+OJ/33v77R/v7e7udqLWt259vHf//hetZblw4Ud7L7/8Ykq/sfHp3rFj39t7+vRpL3+M7wX2OdnZ2dl79dVTe+TlHHrnnb9PvB8//s90rbJIpzAiyBPDkIXrN998I+Xjj/TI+eGH/5TCKIN40okoj2vVReVxhKpkvHv3jwf4ipeP84mAPSQLYli6GkbACPRHgP1Jfve7PxSPHn2Vlku68LXgd9+9mjwl/aUvUzx58rj3fMjFi+vFysrKAU/G9vbTFNaWH+nwTEC3b/+ylxcPDLS1tZWOjx8/TsePPvpFr3y8JvyuXPlpL+z48ePpHDlE4nH69OkUhMzr6+vJQ0J+qPTAnCjID12+fCWdP3xYxuOZwaNC+eSHWLbiPPe0pEj/zR0CNkjmTmUW2AgYgVEQ4Ns3GCXQqVN/PdSDpaOUP0pejBGWLeLEzsOrWrZhYua3tlZO/G3LwhggjyZ68mEYbG8/S4YB15RNmsibc9JgGEEsy9y8+WFKG3mtra2l+I2N/eUV8pBX/DgihwwUMmxtfVXcufPrlBcDhfQyWFiqoSzwiGWlxP6bSwRskMyl2iy0ETACoyAgo+TYsWNz9a0ZPR+iSRkMzp07lwwADBFN5oM80EoeJvWmPDJ0ZAgJewwQvYLMMyHyouRGEUYT3heI9BgS+cO4xGN0wIfnRGRsqKz4nAoenZ2dnZ5npEl25fex+wjYIOm+jiyhETACE0CAD/Pdv/9lcePGBxPgPhmWmvDjK71atsA4wLCABnmgVXmavAxafol8yYdhIC8JngyWeWS0nDhx4gAIyEkavB7Kmz+QSn68IFeuXEnelrNn30g85HlhuYZ4jqSVIRINtAOF+mKuELBBMlfqsrBGwAgsMwJ4M5h84wSMIYGBwrMW/HTdFicZIjJMlA9PhjZewzNDOi2vkEaeFRkgyre5Wb6GLOMFTwdvxET+eg4EA4tw4kknoj7r628lDwhLRTLEMGoibW7+6pBcMd7n84WADZL50pelNQJGYEkRYOJmKSR6RwSFlm3iA6+K63fEyICnnkOhHJZNOOrBVgwCGS7iJzmUj3CMCrwZkNLLi6EHZ4mTN4c40sGLMOUlDcYVhhdx8rZomUcygodpcRCwQbI4unRNjIARWGAEMDYgTfCxqvIcMFFHj4X27FDemCee6/kOPBXs/wHdu/dFzxND/ugdIR5jAU9H6bUp9wWJRoz4I1u51LLd2zsEwwVjh2dGIJZy4C95kQND5c6d36R4HoAlrbwteG+op+qtsnycbwT8td/51p+lNwJGYEIIfPLJreL8+fMFm6qZjIARmDwC9pBMHmOXYASMwJwhwP4kDx7cL86ceW2uXgueM5gtrhE4gIANkgNw+MIIGAEjUBS8gcNeJbwWzPdmME5MRsAITBYBGySTxdfcjYARmFME9Fow35v5yU8uzdV+JXMKucVecgReWPL6u/pGwAgYgUYEbt36JHlKrl27mpZv5mnfksaKOdIIdAwBGyQdU4jFMQJGoHsI8L2Zo0ePFhglvP3BtckIGIHxIuC3bMaLp7kZASOwwAg8evSoOHbsqN+8WWAdu2qzQ8AGyeywd8lGwAgYASNgBIzAcwT8UKubghEwAkbACBgBIzBzBGyQzFwFFsAIGAEjYASMgBGwQeI2YASMgBEYAwLPnv1pDFzMwggsLwI2SJZX9665ETACY0IAY+SVV04VV6++OyaOZmMElg8BGyTLp3PX2AgYgTEjwPduPv74VvGHP/y+uHTp7YKt501GwAgMhoDfshkML6c2AkbACNQi8PXXX6et5tlynq3n2e3VZASMQDsE7CFph5NTGQEjYAT6IvDSSy8lQ2R398/+MF9ftJzACBxEwAbJQTx8ZQSMgBEYCQGMkgcPvixWVr6TvCV4TUxGwAj0R8AGSX+MnMIIGAEjMBAC+lowH+b75hsbJAOB58RLi4CfIVla1bviRsAIGAEjYAS6g4A9JN3RhSUxAkbACBgBI7C0CNggWVrVu+JGwAgYASNgBLqDgA2S7ujCkhgBI2AEjIARWFoEbJAsrepdcSNgBGaFABunvf76a4XfwJmVBlxuFxGwQdJFrVgmI2AElgKBH/zgfxePHj0aqq43b35YrK6+VBw/fjT9OCdsnmlt7ZWCn2k5EbBBspx6d62NgBGYIQK8Fnz//pcFrwX/8IfniwcP7g8kzdmzbxZbW1vFnTu/Lra3n6Xf++//rLh3725B3LzS7u5usbZ2el7Ft9wjIvDCiPmd3QgYASNgBIZE4NatT9L28nwLpy1tbT0snjx5XNy+/ctidfVkL9vFi+vp/Pr1954bJud6cfNwQr0wSE6e3K/TPMhtGceHgD0k48PSnIyAETACAyNw48YHBbu7tiUmbWh7e/tQlrNnzxVbW18VHAehixcvFPxu397oLQFxrbLECw8M4VomwhtDWCQMIpaPMDCIJy1H5MWQUhhpYt4nT54kNo8fP07LNspHnkjIRBmSgSWeO3c2YxKfzykCNkjmVHEW2wgYgeVEAGMDz8jm5q8OGQwrKyvF8ePHBwaGSR8DAmIJ6N69f0vGAxO/COPh8uV3CsrQMhFlERaNBviQZnNzMy0pPXnydbG9/TSlu3nzZvLskJ808ZmXhw9V/nZx794XBfkg+IswRs6efaPAeMHwgs/6+lvJQInGjdL7OF8I2CCZL31ZWiNgBIxAmuiPHz+RPBF4LKq8JW1h0lIJhs7ly1dSNgwerpnkMQLklSCMpSIR5zI+CEMOfisrR1I64viJeOalzmDCaCFOPMm3vr6e+MnYwEBCFtKIDzJzjgFkmm8EbJDMt/4svREwAkuIAJM1kztegtXV1d4SRvRotIVFxsyVK6UxonwnTpxIpxgKLIlgCGAgVBFxkLwskZcMnnPnDi4jkUcPsMqQweCJBozOFY9hQh4ZI5IFA0oyKMzH+UPAD7XOn84ssREwAkYgIcDEzNs1EM9/sASCISFPRxuYeGYDPvEBWfLt7Oyk7HhiHj/eSIaCDIg6vvDCiMCwEOnZEAwnkYwUPcAqQ+b06YNv2MjIQD6lwSjh+ZGccvnzeF93HwEbJN3XkSU0AkbACCQEeCAU4hmPnDBCNjY+LZ4+fZpHNV4z0bPEkhOvFWMIyEuRx3NdZVjkhgHPhsAjGjMyUhSGIQPleWO4lm2oe56uSjaHzR8CXrKZP51ZYiNgBJYUAbwMu7ul5yKHgGUNPApaasnj667Jk/Nk8udBVR4YheqMko2N0nPCK8daVsm9HPDJDQiMFIwdfhB5IXlEdI4ceFtIJw+L0qYMzz1DvLET8yrOx/lCwAbJfOnL0hoBI7DECFy58tM08fIga3yzhXPeRmHiH2S5Rh4O8rHkA8GLpR+8F+LFsyNM+PGNF87Jz5IRBgvnkAwHzsW/ykiRd0RlYnToGRiVBd+PPvpF4kt65MQIkvGBnPzApc5oSpn9NxcI2CCZCzVZSCNgBIxAkTwFvBLL5K39PHieAuNgbW3twFIOYcRFwyXHUEsnGBUs9ZAevnhGeGhWVBosv0yGAGn4YRSwfKIN2fT8yEFDo9xbpMpIic+PwAvDg3TwxuOBgUFdo6Ght3SIJx3LSrxxI8NJ8vo4nwh8a29vb28+RbfURsAIGAEjMAoCeCTwYvC2jskIzBoBe0hmrQGXbwSMgBGYEQIYI3g/TEagCwjYIOmCFiyDETACRmDKCOghVC2dTLl4F2cEDiHgJZtDkDjACBgBI2AEjIARmDYC9pBMG3GXZwSMgBEwAkbACBxCwAbJIUgcYASMgBEwAkbACEwbARsk00bc5RkBI2AEjIARMAKHELBBcggSBxgBI2AEjIARMALTRsAGybQRd3lGwAgYASNgBIzAIQRskByCxAFGwAgYASNgBIzAtBGwQTJtxF2eETACRsAIGAEjcAgBGySHIHGAETACRsAIGAEjMG0EbJBMG3GXZwSMgBEwAkbACBxCwAbJIUgcYASMgBEwAkbACEwbARsk00bc5RkBI2AEjIARMAKHELBBcggSBxgBI2AEjIARMALTRsAGybQRd3lGwAgYASNgBIzAIQRskByCxAFGwAgYASNgBIzAtBGwQTJtxGdc3u3bGzOWwMUbASOwLAhsbT0stre3l6W6rueICEzVIKFxHj9+NP0uXryQRN/d3S0uX36nF048cU+ePB6xatPPrrrlx7Nn35xYfYQpx36EMXLz5of9ktXGk5+6VRE6k06r4ucljPqNYrQNoo9BMRFvZKTPTJOuX38v6Z62nBMTjtp8m3aY5x/2WnhwrDsflnddPtq46hqPhDOW9aMoZ1Xa2I+a+lvMG/PE8Gmcr629UtvvqSuybW8/rRVlUNmFSdU4trr6Uqt+QXul3Hv37tbKNYkIsKrrt3fubKZ21WS89Ws7dTLTLimbPiwiDAzUhuMcJYwVF4/IMEmaqkGiinz00S+KO3d+nS5REErY2vqq2N5+Vjx58nXq2IDVpoOLZ1eO77//s1QP6sKPekF1DXFUudfWTqdyOJpGRwCdXb58ZWhGk9TH3bt3i+PHjyd93779y6FlHCUjNwr5zcK0B3bJP0msVUbVUeXGPs6kO+4+TjukDNM+Ao8flzeqTOCRmCv4nTx5MgZXntNemVinPWaur7+VjKCqeY2+ffbsudS/K4UeIXBj49NDXioMOtqs2vDq6mqv/ardKY45mXEH+SaN2UwMEmFbGiIPi/X19Z4iVlZWio8++ig1Lg10NB4sOFlq0ViRNSeeHKPVTp6Yl8ZAuTEsDiQ0dPKrrGiJy4odxEpEkdSPMjWQc4zlV9UnWq9Rvrw+YEQYMvHjnPSSn3IoD9lVF6UHK+FHGHcYsaPDT1hwfPiwv3VMfvjAD94QMlCfSMhNurxzSp66+sNDaapkJixiq7QRE+4UFK70kiPKTRrVhfB4h8E5YfxIQ1pIOuCo6yhPla6jbDE+MXj+RzjY0o4oU+WIN0colyvqk3zwiTpFD+JBfEwfy9f56urJYmtrS5fpyGCaD1Q5dpQZeUf8iRNeki+XKWIkPQgD5T0gVLhokkVyRP51OggsD5yWffytXh3AEb4i6i2dKYz2RjmEU1f0mpNkI5x4pVeeWG8ml4iZ+jp5KSvWj3Qai4Sh8nIkTNeURblV8uXyxmvJSxj5hYfqpDpE74nabuSTn5eynUvBsT0Ji7W1tRQXy6Es4cFR5xp/wEbykVljKhhRD+UXFlF3+/U4rL9c9osX1wvmtyg3aSgH+TVP5HqWrnJ+ba7JS3mUG4nyYp/FkKOuVXoGL+qMI2HSNFODhI4MUJubm73OTIUZ9LDOUCAA0WBIR9i9e/+WLDuU1pZo9Hgq8MrAB367uzvJG8OdJg2QBony6BRYspRFepSpxlrK8+yAItvIgDJFGhxUH+RSmNJwJAzLFBkkn+Lz+ihcRzCDb8l7p7h+/XrCEu8NRN1ojNQL65kyCLty5aep/jRW4U46xanTq5z8SLzkpiwaMmHnzp1Lx9ixdEcADlUkPnn9m2QWn4iPwoQ3cqHTzc1fJXxoT+q0SsuR+iM/mFB/2gn54q9si2U7JS15IglDlV3XdqkrZVBX8EInORFH+6PPkDYS1++//36St5Sv1Cd3NLRn2o+IulIXeSLpC+gHHqTX4KP0+ZG06E5EHeFJuIg6ROxohxBhEPJwLm/iysqR532y7CfwLAfnsp1SB2Ek/VFGG+oni3iIf5MOlHYcR+rPAL/fR/fd6VX8y7vcp0lv0j+4iMBMegQj+on0TjriKYu8tEfGT+ocSe2I9Gpn5EG/VW0y5s3PyQ+WEEfuuqV36k1Z3JUjl0jhus6PpEVmJk/aamyH8pwcP37i0LhGewcP+gbYUH95ATinjSCvSDLBi7pDGOH0GXidPftGkqPE5usUH3UhPvmxxH09jT0xjnow5zHW0h81flEehK4kU8zX5hx+4ErZkSgr9iHwA4OIA+lJE3GLPCZxPlODhAqhYIwDWYUcUa46C42Yc9JBKI5JgoaixtIPGMAHaI7Kh9GBkmjYdA4a6MYGd8Qney570jMJDNoZozyUx+QHX34ol8al+iDXlStXkuJjfYhHvioZYn1iWTpnYFLjIi0NvIqoF/UjDQQGyIiBKNzpwBDpwKqJKBMeEEeu4UVeSAMI+qShnz5dv8xUV/8mmVMhyUO2r2+FMcFBuoNC/8hHfTk+fXoQoxwztRPqorYp3mBEG4JPJGEoXVNWVdvFmICk10EGHxkC5KVtgbv0yUCETMJdZSCH2hZH6Qx9ULe8frFO1F99iHDqKAyVjvLVpwhDBsLEF3liuaVR+HUKIz1xajNqI8JIbbAtRv1kkcziT3rkbcuf/Orjklk8m460A8rhxzn9Ifb/PG8uD5gxIYoinhEjeKIjxhjKgmiP6IL2IortKJZFHiZG2tKopIlXOFVNlE1lCB/6MPKCmWTlqHZNe0ZmdAkRDqltczxy5EgKgyfXSksgk7N4wRdsMarK4/74DTaESRb49KPyZhfjsDSoyYMeGJ+QhR/jiXhLV+hwUMLopR5qDzE/ZVA2Hh5+yKBxKqZj/KaO0lmMm8T5C5NgOghPGoKscCpPAwAcFHDv3hdpopByxFeN58mTJwpqPMZ1ReWBZ040BspHQcMSjYBfJORVh9bEh7swJzVoGkCU78SJE73ORJ5Yn5wH19x5RBLfGEY9CefOgV8kykfOHHfKbeoY0ot40RnUoWnQ6JWOoM5Y1VHIW1d/DR51MqvcKnw0KHE3rjKUvupIXfhJn8jPwEMYcmNklm7tcrLVBBN5VWEojNQOSS/ZlLdKX4rLj9K19ElbiUR5wpvwiA048xuESF/y3EpyM8loMot8qIP6AXVFdyLOufuso4iH5JPe6vI0hTfJonyxTMKadACe+RhB+6BttyW1A9JHHdblx6DgZo1xA1mZlGN5ufzio3bGnXITSQbSwBfdUUfaOm1GRmsTj35x6D3Wm/R1clfxil4Q2gXjE+MRsqETTZqUw1wCoUeNWaRXX9CNCZ6PfJyLvCgTDNQOZdyzzDgMURYYwIejZKMMnUdMSM+PsSTqqF/ZYFDOo19UJqUtUb6MEMZUwphzKQ9iTEGm2M4qmY0xcOYeEtUFJTBply7T0vJn0J820TC4u8t/beVAecqrzseALSXDh8atNPGo9Gr8bcscJV2UV7LI1ToK3zwvGDA40EnojBo88nRc96v/tGQGB+5EkbUcpC48H6gZ2L5K7RWdUScGKA0oVXVapDB0iQ4ZsBj4cl0SxsSpyZD0eZpp4TEJWdC5+oqOg97tD1p/lUnbZyxhAgFjdNCGyuXCg+NanZEhDwM6gz/GCcb3rAnjgXlC4wNjNXMEOmZswevBObIiN+mYcMEMIq/wkkG8s7NzwCiKvMjDtbx0XOM5LXE5iCXtQHKlwhr+MC4ZM5CZfsTNTNu8DWwPRLFMr7ZyIOJ5nagX/VJEnaLxRrjGMxlvSjvJ40wNEjoVVrgaiSpKh6PBABB3fMRzLpKVGy3GGB/PlUdH5cnLJJ4GK95KP8qRCY1OwxKUlCtvBw2ijvL6ltbxfkesyzdIOBjTCXTXkeetwr0urfJqAtq/LtcluWZApUw6IBjHTq70OtbVX4NRPznEZxxHymSywQCJdzHwphMTp8Eof+i3CkO1L7XDccgID+mTthKJ8qjDOKk02p+myQC95oMpOiaMSRB8mOBif0OefElsnPJFXv1kiWnHec5EJ6oaj2L/V79Bh/0ILJlkwRa+ak91+dTO8geR69IrHP2hO8phYkPeqEOlG+SI3lVX5Ys4KKzuSJuJkyMTKjKpbsTpPBoi9EvqA76MHcihNkv66DVUfniBL/yjXshXpc86mavCNRay/Iz+6E+QdBUxoXx+jCVtifTwYN5hftUcqxsn8REGus6Pwmrc40deTryeqUHCgA4ouBNjx8JQAVAaHMpSGgQHbBQJSPzUWAAbIm9Tg1E+LGs1OO40kIF1PMJQpMrC2saVNSzRqZGRuwx4q85YsJJTrlhdU5ZcrOBC3aI1O6wsyqdysMwxlIQdZYEFGErOKIeMKvHJj+iMvBBHdMXdgIj1U8pAn3TKJorlxvo3ydzEb9A46kpHFjbq5MiNLksPgB54Kx/mjQMb5fVru4PK1C89OgN39SXpYJxtBxmkP/hX8eZOlTamgRW8JBP5yUM8+SHiwVrpU+CY/vrJMqZiDrBhjKH9UEfaTZWnl+fViOPHeEZbIV8dMQ7xU9/dnzib+xE8abOUIXzBHbyjTlQu/InTGEg4EzpjmMZape13pJ1AklnPSUjvHBXXjxeykzZOzBrLqRtlRfxUN+rBuWQBb52Xsu0bjshDWxQvytS55GMMQ7c5lv3GRuXXET6Uh96Fq+qDDMgJIT8ykK4twU+eOx0JY3zgxopyuNayFnwZ5/JyqKNka1v2qOlmapAAgNasmJTpCPy4q8G7IEsSa1cdBdc4gGpZAUUBtAY1Ok9smFUAwY81aSYV8cNwoLzyrqCcjIhDRsIglFbXkavKIUz5aWBMslxLdsqHH3UrZTq4nk8cuHBXxG9UAivKp1w6kPjS6FUWaQiXnNyVEIfs4NNENF50R3oGCXCLukBPUNvOJZkkJ3l1XiVzk2yDxiEjd4Yqh7aA144wfmDBBBFlVP1UFng0tV2lG9cRuZBBfYmJEB20xXsQOWSIVPFGBvQufJg8hQ2DnLBVn6Vf5W1lEFma0vaTpSnvsHFsWwDRz3gjo6rf0L9oU2pXGmPqyqQdiWfsX20mDPJGfdA31Ybz8tTvmcQph5/GpzytrmNa5aHfUCY/xg50rfFVei/Hin2vkPqa+MajDDB5ERQn41ZLMIwPlEOZyIJHBhlEpRelfK2ZMAwDyYNHgLYpXuTVufLDnzRq29Qh9rGmOogHR9olWOthe8WhK8os20WJPfNFlZ5JQ18fhu7c+U1vTgUn6lGWva8P5qyqcoeZB9vK+K29vb29tolHTUfDBUAUqAFqVJ6Lll9WOpbtohEDG52IDhYHiVjPRa5/rKfPjYARWDwEmMQxQvXK7uLVsKwR47gM3XHWcaYeknFWxLy6j4DcgnXGSPdrYAmNgBEwAvUI4Hle9JvtcgmMFYZ9z1M9IoPFzOS1X9xauIi0dDGYyE49jwjgvsZDYp3Po/YssxEwAm0QYEln0YklsXv3mpfvh8Vgqks2wwrpfEbACBgBI2AEjMBiI+Alm8XWr2tnBIyAETACRmAuELBBMhdqspBGwAgYASNgBBYbARski61f126JEOANJZMRWHQEeJOFBytNi4fATA2ScuOV8vPts4S26j16vU/P++w8jNk1Qr5xTkDUUe/Qq+68ok3n7xoh17Dv3/erC5gOy5u3iHh4tx8J3/zIfgjDkl6XHjb/MuYDM3TQlkg7zj7XttxFS9ev//bDmVdOteProDqcJpblnjvlXkXUifFVxHXVT2NPnpd9Txhf2pL2VqEM8sqAa5rr8ratbRqi3G3LHzbdTA0S3rRhcxgqPuhOd8NWuCkfb4BoZzuOXKPAUSaKpvK6Erf/7vyTtFU0dWdHP/TCO/VdM0rQy6Te1mHTqHzzpbZ6Ytv2qk2wqvKzMVXe1hgQ8kGhKq/DjMAiI0C/mPe3VRg7uZllftNcgkGh/h37PueMB5C+On3z5s10zThMPHzazkMaRzSfkVc31oxPednlZnDlTq6xXTEWTnvsn5lBgsJQkL6SinESCcsOaxFrmHPuPGUhysrTbnyyArEqRSiF8Dyv4tscUR7KkrEknjEv8iEnikNGZBJhWRJGHDJrdz/JpcbZpj6xrrEMylL9xRdsc28HZUd8JCNHGh5EA9a75ezQp0lfW1831YG6UFfpS0fyiCgfGcGTo+pflr2/C24/POIdFthyrbrHuwGVG4/5nYewBDN4cESuqs5PXNRDbJOUwW6S+fbxseymc9oaP30PB1lie5FclKm6Skb6hc6JA78qXOr0L7li3YSpdJTjRjwyQaSh3Dy/4nPc8rYY2yr1U5mSKx5jWmGkenGNXGp7h/XzsBdHGmEd+cfzWB/OIzXhEdNxLpmiPqUv4ut0BW7UKceDeik/cVVtIpdB5UQZpGP1UdqRsKNcldGmDv10XCUP5Un2WMdYZ86jzMgHIRvyi6KuCFfbU3zVUeOMcFBZ6ANCJsJifN4OqvgSpj4oA4O+zdha1eYoj/pglJAG2cnPLq7aKVWfNVFbryuXcOZS5i3KhJryogPGYzYrxXARUQ5xMUxxEz2yU+ssaHPzV3vHjn1v7+nTp3sbG5+m852dnZ4oxL388ot7Dx/+ewq7cOFHvTSEEf/mm2+k/PB49dVT6ZrE8It5xV+8eoU8PxG/qvh33vn7xEt8KTcS5SIbpDrdvfvHJDdpKZt6IQ+8RKrP48f/2UtbV58PP/ynlJ+08CKdeMOPc/iDA3VQfUkPqX6xfMnBkbyU0UT96qAy4UNays75qh6UE+XnWtghq+StwwPshPl77/1D0j1lQuRBJ1WETJSrvJIR2SHVQbxyHuSTTMRRH/iBO3k4R/f9KK+70sd6kSbqFL4xn/CS3iS7eAkHyca1+ClNPEo3YEJdSK/yuI7tHJ7EC0eVrWvpT7LR7khPPoh0yAJf1YNyoYhpCgh/KkdpVY7atTAjHKIcwiiHsimT9gKpXOKr1A5kdAAAEvRJREFUaBQ8cn6SA/kh1UNtBWzAt0pXwk481Q7AQOfiqzoJd+XRkXL4gQf5KZP6gxfXnIsXYeCl6351kJxVOlb5Otbxkt6iHJyr3VbFC0t4QqpHHQaSgSP84A8O5EP22M7FW5gpvTCJvPqdSzccc0J2yhWpDqov4ciGrFX5la/qiK7VvvJ44mKfiPHIQ/viqD4T4yd1PjMPCVYcFhwWINYchEUWiXhZefp2RvxKKGHk50c6xXHHz255yov7D8szfkwollN3Luux7c57KhNrlzs5yqdsrEy2EmarXZHqEy35uvogB7ypA7z0rQzx4khZwoEyccuRPsbFspQX65zw+NEqxcXjIHUgLWWj16hTLHHpOvKuO6/DI6bX3YzC+Dopbs4q4oNmYCTPDzKCm7xzfKEV2flVEfngDw9ImO3u7vS8T2pzVfmbwsCJuyK1C9JGnSIj8sqVTXvgF/EVf+5u+HHHhazUh7aHnuXtU1odm9oYceCs9gtPPpqIvPGOLd4NkoY8xFMm6YWbZIFv3ia1lKW0ko9jm3YNZtKBsGRcQAbKkmsc7Jra4jjwiLKjA+lO5QqfJl3xVWzihTN32GBDWximTaAHZCE/33ER0Tdi+wJDMJL3lHRNdWjSscqIR+ogPDhyXTc+x34QecRztT3qAC89YxLT1J3jpVc+zvN2TXul7lWY1PGM4XhZmA8oQ21T8ei19Ibs6yLvE0o76FHeM8qIuhYf9b/8ezrMX8iqdqr00zjOZKdWOiJK0Ael1MFYGlAjpfJV7u+orHytnzh4c0QZ0Q0IPxpVE0UXoNLRKTWIKazpSJ3kVuQDRpGQh+cMkK9qYmiqjyY/+NFYcsqxohGqg4M1uOQfisp5tLnuX4d92RhMafSUD/bIQFhbqsIjz8sAi95w/ZYdfq1SXxFzBohIwpMll3zAiOmoCx/gghjwNEmAK3Hw6dfGxI9Oz09EPtoZ7U0UdUpZuWzEUy64RtJgrHoRRx/jR/vLSX2mro0pDxjnBK6iWB5hxEmWOlc3gx79vnTLlzcWWsYV33js164jZsqHHNSB+kf9kLaqH44LD5XPMcdGccInxkdd0SaYzGibpEFetZF+bQI+oqpyYv+CF/XO+4byc4wyxnDxrtNxTKvzvC3DO2/HSlulU8XpWCeb4puOEQedSxbaS8SRPkJ74hfbUhN/bg4hxqmLF3+UPiirvIzRnEunTXwGjWMu5cf4q7ktzq/0O/QQsaMdMKbw0dtZ0Ew8JBoE6Gh0AH7qEIA3DqIj5w/vcIfLhKoyOSKDiHjyxE8059aj0tYd5aUhnjvn8lh+VE53GzTAQYycurLqwqkjA7w6VdMAr0Fak07Ok8YJPzoghtYgdWCyoa7c1XE3x/m4rW46FDoDT+qCrEycqrvqI71gMObtAq8HRJo4+CgvR/iqrTAokYe6CD8MFb4k2pby9okHLQ4WbfkMky62f87bELrLceM6n1jqeIFXnp/6gh/9rTTkSwOWdqYxIvIbpF3HfJM4HxWPtjKpz9B/wIR+KM9PWx5t09Gecx1x3ZbqdNw2/6zS8eX3OgL/cRE3T4xLzHUidEofiuXEc6WLx7z/xmuNUTE9/PnF51c03+Y3iNevX++NpZHHtM5nYpBgmWERxsbPgIwi6HijUJwgqvgwCMZy5aWJaeEhtz6WZT65MSiI4jlhNAgsTn4oF5KHAp6UV1Wm+OVH1ScaDLFB5+m5BkMGF5XHeS5nzEe8BrsYTh4MEBrysHWgI8BbHS/yZ4lE1CSf0jQd0SuuVQZFeOWGrQadunLAlLi6uzEwQKfojrJUhu4uKC96GJpkHSaOcnQnqvwYQfQZ2kgk3eXFdkIb5oeMsf1z3q+N6a4w8ovlNZ1LFn0+vi4t4wHYIg91ioOn8gzarpWPY1nv0nuqcHm7dK3jJPFQGToKn4ht1BXpaJPE625abW7UNhHbE7zyPiMZ+x1Vh346jnxi2YRTv7wdx/STPI/YSy7GLQhdxDGDcRis+hkNGM8YCjGvzpWXcgnLDUx5siVLKUfp2QTrvP/Ga/oQN2TR+0p+ylG5XEtX0TNDXZGJOUxGDmHclMrrT95J0tQNEiYmKpkrAbDqJsZBAcAjQDkACdHRUBKNpC0hj9a6pVx1GPGFnxoZfElH3cjHcx4ot2yY5YShRkB+eRrayEN94KMBQ6+E1eVFTjV25MOVGuXM88GfeIwv8kHUg2vCaeSq+6B1QM/wynVOp0ZH8CcOI3UYwhPET/WTfBpQxBP5CaMc0vIDF3lTkAGKnVZ5FY4HhXTkFTakF9YamGO+cZ2Do9oTPGkLtKM4oBCObGDLT+2RcAYZ9bEqmeADP+k/tjHiyIuBDX+I+oOdrqt4EoYc4E57F++yT5RvAyEjfBRHveBZZRgO2q6jTKqDlhUoh/ZXR019TryGwSMvr42uKA9CZp1z3bZNkFbl8KwI+OZ9Tm9i0E4g4ulX6Lkf9dNxVf7YlmkPlIcHoQ3RFuPNTJs8TWnAhPL50U6ZhyhDFNsMfSSfu5QuHsWD9CIMSumBMBkcGluVjrLpMxjg6l/ISDj5+xFtRGMraWk34B3lxrCCX6wnckTjhnPC4Ff3XF4/WQaNn7pBAshqwLmw6hRNA0Wep+qaO1h+svToVDQQwgYh5MS1jjx0GnigHAZRLEjdNcNTHUxLB+QlLQ2cu/OYjzCuy3xP+oqE3KSnHpTbj9SxGej5qYFr0M/z0+hYM+TIIEQZWMTkw8tCuOqjuretAx1LDZ9zkR7MRT72OolxStPmiPEHwQe5kSsaUJEH4ehCuNDZY/2QE4yr2l+p1xMJl7Ks/ecRGMjIC0aQ2l0se9Rz2h4yUD/qiZxc84M0ACJb2V5/mZ4ZQo+kj3WtkgU+6ED6j2nUDggTzvADe+L6EenARrypg8rTUXHUS+095ztou475VYdyWa58RbmpzUmGqj4nXvAfBo8oF+fgw11xna4oT7JGF3u/NlFVjmQuyzrRSwJ/+gdtJ/Z/wtpQk46r8jOmMBfEPqv+U5U+hjEWluPxmzG48rxNXyzxfeU5/icSDjkz9TnaBT+oiTf1AxPVkfyx3ZBfxoY8IrFMHtJlyV/ti3YLvzakPqW8yIkeaS8ixqyqchVfd8TAoi4YOROhSb2+Y75GwAjMLwLDvmY4vzVePsn1Kqpe1V1EBKgbr7ZWkV7jja/XxnR67TeG+Xyv95r0JLCYuodkIlaVmRoBIzASAtxN4aUQ4cWId+YK93E+EcA7yp0tHk6Iu3MtIXA3v6iEx0fe6EWt4zTrhWek9DL3XzoaRi4bJMOg5jxGYMEQkDuYSYsf69uELfJktWAqbKwOyyG48uVyxwDF4JTeGzPPcSTLK9TbNB4EWNrjxYFJ0bdwu0yKufkaASNgBIyAETACRqANAvaQtEHJaYyAETACRsAIGIGJImCDZKLwmvmiIsBT/stIPJ0fn7DnnDDTYQRyrA6ncIgRMAIRARskEQ2fLywCTJxtX1fD2CBtHfEqaNXGXTE9DxGyTs/Dg/zYy0DPZxAeDRrS6rVX0nAe9y8QX72SGQ2AfryRNZYlXnVH0vOrI14X1f4JYEpaXkkclpCfOnOEqGN8uHZYvl3IF7HqgjzjlAEdoXu16ar2Os7yzGs5ELBBshx6Xvpa8jAWG/1oP4dJA4IBwsN0PDjImw1M3tpam023FIYc2oSMzYeQUXmijAz42qAphotPHW/2M+CNmWjExPyzPqdePHBJnSH2bRhkC/5Zy7+M5WNA8+OB2GltmLWMOC9jnW2QLKPWZ1BneR24o+LOkQkaYqKMd1rceTHYQfJq5PHkYSKWByIlfv4qI/x15w4v3cHJu6ByOZabQx1NfFSGeHGMXg3iuYtnkyHy8oN3FTHJklavG3LNuTZ+0sZKeFlIBy82BdQbLdogUDhQJhN11SZVTbyRjTL5YZS0JTweETuwhsAL4ho8+EEc0a90zLVwj0ZU1UZS+TeAwOLIkSMpPzqDwAh+koMwyUD4uNJFWSlD9alqB8Qja8QJWcgD5ViJV4p8/keaiGHkRZ3QfwwjLVjUkcpADngjH9Smj8U6Uiblw0O81Bbhx27I0Yisk8fhRmBQBGyQDIqY0w+MAIMbEwgeg9IDcCRN9gyuDIRMgNxp8T0jiIE33tETjweANOxeyMTGNsjkZ0IWcc6kLi8Igyh3cflravCmXHlNkEuDt3hxhD/ylmU/7O0CSz7ljel1zv4OB3dFLD/+p/g4qWi5Q8YIaWS4aGmE77Cwo2wVIV98rTHyVnp290QHVXFKE4/gA77izURHft0NUx7ySCaOMrLgQznoknDyaZLGoIJnJHDXltaa9OCFx0TfmpFu9FkA8nNOvcaZrmq7etUHuakPsmDcUcdyEt/fbps2QTunHjlWsc5157G9wgv+1I+yy7ZfllmVf/Q+xndMSp0hB2WjL/VJefEoG71IZ1WyOMwIDIuADZJhkXO+1ghwd8/AqkmLCZ6BjsmYwY8JjgmZNBgQDPYMsCKWOJikScO5JijC4C3C4xANAfhxnd/NwZsyNJHjvYj5xI/lDkhly0BQfNWxnIwfV36LRellRK2vv5XkUHjdUbjVxcfwyFvhLIEgl3BTeN0x6kq4RAOxLp/C0SE8mFTBts47Ix2DL1Qu15SfFyCvDBAmQHRPW6EeyMI5vMedTnWIR7UDykIOyqd+tGHqKtIkjYzDUGyv6JFyxL9s++Wn5Kl7TqP2MWSXziQH9VWYDGfqht68rJZrwNfjQMAGyThQNI9GBBhAq76boAleExJMGHj5xa8bx4/W6ZzBmqUNePPThKtJAV6RbxQQ3pTBYCuqujuuy688VUdNFvCvIgZz7qK5+6xLU5WvTVgdb9UDzNqQ0rdJm6cB01gvfSm4apIul2v2v2+EASI94P3Y1+tWgfEGb4wq6omMXI87XV4frnM8Yl3w/uCxw6PAcRSK5aj9syzJsgk/yoBi+SoPrMbVx8CVXxWBP3FR1qp0DjMCwyBgg2QY1JxnqgiwVXEVcffO4MgSCXeUDJJdHigZzJlU8Mxwdw/VDfxV9W0Kq+LdlH5ScYPUBwNEBiSTLJOqcJFnBuODcO7IuWPHiIlLBuNO1xYX5OUZC3l/qLc8bm159EsHT5Zr8h84zIrAXjqalQwud3ERsEGyuLrtTM0wEuTyjULJ28GEI+Iunh931qIYL6+K3MlMSExaLNdoclO+uiO8KSPeaTLQTpK4e+bZGCatuASju1rVCxmElfDpJ1cd7375JhGf48qdPvrPDRV0Whoa5eQqg1LpOJJPEz7neE/QNcaXlgzGna4tJshAXXmuBG8XvzYU21w8z/PKsxTbfp4mXo/axyKvpnP0JC9WUzrHGYFhELBBMgxqzjMQAhgKDL56uJElC1zQEAMp1wzuEJMrk4zufAnb2NhI8aRhgiJOE5d4M0HEPIlZzZ/yUy5EXia6tkTZdZMJ9YGigYFXhIGcSSsaI6SDF8YVzwCIJ/UlXLya5GrirXya1OJSiuIGPSLXzs5OysY5JLnFS0sL4Eq9qwxFvCPUTzwwCGVkiA/X6Fw46BojTmGkVbjCdD1sOpXfdBSWes6Fesp4Ur6IldKTDqIv5LgpH0e8EOS/fv16Lx0Gbf5mmfKoHwzbx8Sn6Ug7QuZZemia5HPc/CNgg2T+ddj5GmAA4BmQIaLJmQmEh/aYOPSKIQMed50awKkcAzPxZZoTB+5GGRzhwy/maQKFdJTLhKm1+UEGWQZ/Bmfy5pNKKWu5tIAMpJOxg7FFHv2YYCAemuTtIT0vgIdEDzM21aMNb/IzaUouJnjK18TVxL8qjomSvLwaKtwxQGTcKQ9lUD8MMBlhqj9p4rIL1+giN1x0J46BAVFeWY/yOgUWRe+OfdR0g2CDLGChNo0xoqUMGaMRK/pATI9HDx51RD3pB5DaBW2NdkFcLuuofaxOjhhOO5IxH8N9bgTGhgAf1zMZgS4i8PDhv+8dO/a9PY5NdOHCj/Y2Nj5tStI37r33/mHv1VdP9U3XJsHm5q/2Xn75xb2dnZ02ySeeBnyon4jzUfESr3iEJ/oyLQ8CT58+TTqnzZuMwKgI2EMyNtPOjGaBAF4C7q65c2tL3OFzBy/PhTwNg/BoKos74fIOd3+PlKb0k4wTPrwuDXGXPShek5TPvI2AETACQuAFnfhoBOYNAZYKMCpYDmq7XEMdWULgYUs960AYRsQ435LAtc6ShYyTWWHLhlYRHwwlbdo1K5lc7mIgwBKcnolZjBq5FrNG4Fu4WGYthMs3AkbACBgBI2AElhsBL9kst/5deyNgBIyAETACnUDABkkn1GAhjIARMAJGwAgsNwI2SJZb/669ETACRsAIGIFOIGCDpBNqsBBGwAgYASNgBJYbARsky61/194IGAEjYASMQCcQsEHSCTVYCCNgBIyAETACy42ADZLl1r9rbwSMgBEwAkagEwjYIOmEGiyEETACRsAIGIHlRsAGyXLr37U3AkbACBgBI9AJBP4/dlbOMFhAVvAAAAAASUVORK5CYII="></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline how open reading frames are identified in DNA. </p>
<div class="marks">[2]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Explain what the branching off points represent in the cladogram of these fungi.</p>
<div class="marks">[1]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>There are several methods of introducing DNA into a cell in the laboratory. Outline the introduction of recombinant DNA in plant cell protoplasts.</p>
<div class="marks">[2]</div>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="specification">
<p align="LEFT">The diagram shows part of a cladogram for invertebrate species from the Cambrian age.</p>
<p align="LEFT"><img src="data:image/png;base64,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" alt></p>
<p> </p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p align="LEFT">On the cladogram, label with the letter C the point that shows the most recent common ancestor of <em>Pambdelurion </em>and <em>Fuxianhuia</em>.</p>
<div class="marks">[1]</div>
<div class="question_part_label">b(i).</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Identify which <strong>two </strong>species evolved most recently.</p>
<div class="marks">[1]</div>
<div class="question_part_label">b(ii).</div>
</div>
<br><hr><br><div class="specification">
<p>The soapberry bug (<em>Jadera haematoloma</em>) feeds on the seeds of plants from the soapberry family (Sapindaceae). It does this by penetrating the fruit containing the seeds with mouthparts called the proboscis.</p>
<p>The diagrams below show sections through the fruits taken from four members of the Sapindaceae family.</p>
<p><img src="data:image/png;base64,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" alt></p>
<p>In Florida, <em>Cardiospermum corindum</em> is native to the area while <em>Koelreuteria elegans</em> is a species that was introduced in the 1890s and is now common in Florida. In the South Central United States, <em>Sapindus saponaria</em> is native while <em>Koelreuteria paniculata</em> is an introduced species which has become more common over the past 70 years.</p>
<p>The graph below shows proboscis lengths of samples of adult female soapberry bugs in Florida between 1880 and 1980.</p>
<p><img src="data:image/png;base64,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" alt></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the trends in proboscis length in soapberry bugs shown in the graph.</p>
<div class="marks">[2]</div>
<div class="question_part_label">a(i).</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Suggest, giving a reason, the expected trend in the proboscis length of the soapberry bug in the South Central United States over the past 70 years.</p>
<div class="marks">[2]</div>
<div class="question_part_label">b.</div>
</div>
<br><hr><br><div class="specification">
<p><em>Drosophila subobscura</em> (shown in photograph below) is a species of fruit fly native to Europe. The sample on the left is from Spain, latitude 39°, and the one on the right is from Denmark, latitude 56°. The species was introduced into both South America and North America approximately 20 years ago. The graph below shows the wing size in arbitrary units of <em>D. subobscura</em> at different latitudes in the three locations.</p>
<p><img 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" alt></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Identify the relationship between wing size and latitude shown by <em>D. subobscura</em> in Europe.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Compare the data for wing size of <em>D. subobscura</em> in North and South America with wing size in Europe.</p>
<div class="marks">[2]</div>
<div class="question_part_label">b (i).</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Suggest <strong>one</strong> reason for the differences.</p>
<div class="marks">[1]</div>
<div class="question_part_label">b (ii).</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Predict, with a reason, what might happen to <em>D. subobscura</em> in the future as a result of its introduction to new areas.</p>
<div class="marks">[2]</div>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="specification">
<p>A study was undertaken of the evolution of two species of wasps, one the parasite of the other. The parasite queen, <em>Vespula squamosa</em>, kills the host queen, <em>Vespula maculifrons</em>, and takes over her role in the colony. Data was compiled for 13 colonies of <em>V. squamosa</em> and 37 colonies of <em>V. maculifrons</em> to analyse the genetic structure of the two species.</p>
<p>Each point on the graphs represents the genetic distance and geographic distance between a pair of colonies. The genetic distance indicates the number of differences in specific DNA markers between a pair of colonies. The results are shown below.</p>
<p><img src="data:image/png;base64,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" alt></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Determine the greatest genetic distance between any pair of colonies of <em>V. squamosa.</em></p>
<div class="marks">[1]</div>
<div class="question_part_label">a (i).</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Identify the greatest geographic distance between any pair of colonies of <em>V. maculifrons</em>.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a (ii).</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Describe the relationship between the geographic distance and genetic distance in the two species.</p>
<div class="marks">[1]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Compare the two species in terms of genetic distance between the pairs of colonies.</p>
<div class="marks">[2]</div>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="specification">
<p>Corals can be male, female or hermaphrodite (both male and female) and the release of their gametes is called spawning. Data was collected to study the spawning behaviour in the Gulf of Mexico of three genera of coral: <em>Montastraea</em>, <em>Stephanocoenia</em> and <em>Diploria</em>. The spawning behaviour is expressed in minutes post-sunset. Peak spawning windows are shown as grey bars and the range as black bars.</p>
<p><img 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" alt></p>
</div>
<div class="specification">
<p>Superoxide dismutase is an enzyme used by cells to protect themselves against oxidative damage. These enzymes can have different metals as part of their structure.</p>
<p>A study to compare two dismutases from <em>Escherichia coli</em> bacteria and two dismutases from eukaryotic cells was undertaken. The following enzymes were used:</p>
<ul>
<li><em>E. coli</em> dismutase with iron (Fe)</li>
<li><em>E. coli</em> dismutase with manganese (Mn)</li>
<li>eukaryotic mitochondrial dismutase with manganese (Mn)</li>
<li>eukaryotic cytoplasmic dismutase with copper-zinc (Cu-Zn).</li>
</ul>
<p>The following shows part of the amino acid sequences of these enzymes. Boxes enclose identical amino acids in the sequence of the two <em>E. coli</em> and mitochondrial dismutases.</p>
<p><img 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" alt></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State the range of the time of spawning for the male <em>M. cavernosa</em>.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State how many amino acids are in the same position in the <em>E. coli</em> (Fe), <em>E. coli</em> (Mn) and the mitochondrial dismutase sequences shown.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State the amino acids which are present in the same position in at <strong>least one</strong> bacterial dismutase and in <strong>both</strong> eukaryotic dismutases.</p>
<div class="marks">[1]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Compare the <em>E. coli</em> (Mn) and the mitochondrial dismutases.</p>
<div class="marks">[2]</div>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>The sequences of the two bacterial dismutases and the mitochondrial dismutase show a high degree of homology. Discuss how this supports the endosymbiotic theory for the origin of mitochondria.</p>
<div class="marks">[2]</div>
<div class="question_part_label">e.</div>
</div>
<br><hr><br><div class="specification">
<p>Bone tools found in the Swartkrans site in South Africa were thought to be used by <em>Australopithecus robustus</em> when digging for food. Using replica tools, researchers dug around plants for bulbs, dug in soil for larvae and dug in termite mounds for termites. They compared the scratch marks found on the replica tools with those on the original Swartkrans tool to predict the food eaten by <em>A. robustus</em>.</p>
<p><img 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mvxBAKurq4Uiy0pLS0uKYmLj4+IjExITAwJDQ0NC4tPSEhKTo6Ni4uMispCoysqK3u4PXv7ezLhhydcvmGTfcdFDnxLmgr50jfiVPK007fJJ1j29PSETqe7uLpq62ira6irqqooK79UVn6ppKT48qWSqqqKpqaGppamrp6ulraWurqaqpqqqpqqmpqqmpqqioqymrqapqaGpqaGhoa6lpamuoa6hqaGhqaGppamnr6ehaVFaFgYvaNjbXUVBB6/nVjiU7TXJ1n2/l4qvbvd3NigUKmZWVmY7Oyi4uKWlpbGxsai4uJSLLa8ogKTnZ2bl1eLw5VisXHx8cEhIYlJSalpaekZGZmZmSmpqUBoi4qLh4eGTk9OpNK7J2++b9Vk33eRA9+Ypl6cne68erXz6tX56QnSLD55PvYWXV5csLu6XFxdtLW1VFSUFRUVXrx4/uLFc0UlRTV1NT09XWNjI11dHW1tLSCrunq6hkaGevp65hbmVtZW+gb66hrqamqqmlqaqqoqKirKqmqqKqoqf+ixmqqaupq2jraZuZmnp2dDQ8PGxvq3M2Z9Kvb61HsFzYxKJGJyW1tNbS22rCw9IyM3Lw+NwVTX1DQ1N5disdU1NY1NTdk5OfkFBc3NzbU4XHRMTHxCQklpaVl5eUtray0OV1RcnJaeHhwS4uvn5x8QkJySwmZ3HR0dQiH9x7bRIxru0b/m36zIgaeuqX94pvROIhE34PG+fn62dra2drbe3t7FJSVMJrN/oF8iFp+dnpyfnhzs752dnUphA5Gn0W5+t3yUfa+uLvk8HsoLpaWl+fKl0osXz58/f/bs2e/Pnz/T0FB3dHLy9fNzcHR0dXN19/Bwc3eztbN1cXVx93D39vEBM6yeKJSDo4OZmamGpoaSkqKy8ktFRQUlJUVQwGBXRUVZT0/X0MjQxNTE18+PQqGcHB/Bk2Ueu5I8hcrzAUu9yz3f+vr7e+nW1iaNTs8vKCgrL6+sqqqqrsaWlYHS0tpKpVLpdDqLxWpoaAAD1pra2rLy8vCIiIzMzA4Go629ndDYWFdf39TUVFNbm5ySEhoWBoweERlZ39CwMD93eXH++l762DZ6RMM9+tf8nAKlnoGG+u7u9ury4ujwYGV5eWBwoKm5qai4GI3BpKWnFxQW1jc08Pn8V1tb11eXMtltX8Bt5cDT1VQgpWurq4TGxvCICGsba0MjQx1dHU0tTVD09fVMzUxdXF39AwKCgoJ8fHz8AwL8/P3xBMLg4MDZnwNZyACP912+Wz5s4qury95egY+vj6aWppKS4vPnz3777V+//favly+VtHW0dfV0zS3MfXx9AwIDg0NCgkNCAoOCfHx9w8LDIyIjI6OiUtPSkpKTw8LDg4KDA4OCHJ2cDI0MDY0MtXW0tbQ0wXhXUVFBUVFBQeHFy5dKKirK6upqWlqaZuZmUdHRQ0ND99I7MNx59Ar/BCrPB4z1ScdXVpZxOFxObm5uXl5hUVFefn5RcTG2rKyxqammtpbc1kaj0TgcztDQEIlMrqqurm9o6GAw6hsaIiIjk1NS6hvq29vbyWQylUptbmkpr6gAg1pMdjaoDNiyMk4PZ31t9fbm+rFt9IiGe/Sv+TkFapMPDvYnpyZbWltz8/Kqa2pYLBa7m93R0dHf3z84ONDU3IzJzo6Kjvb28UZ5oSIiIzOzsnB1dQMDA8dHR4imfvJNvzg/q6uvd3B0NDI20tLW0tBQV1FRVlJSVFRUUFZ+qaWtZWpmamtn6+jkGJ+QkJCYGBMbGxIaWlBYGBsX5+DokJKa2kokNjU3s7vZhwf7cH396oOS75YPmPj66krA53t5e2lqaigpKf7++2+///7b8+fPXrx4rq2tZWNrY+9g7+fvD+QzNi4OJLDExMamZ2Tk5ObW1NZWVFbm5uVlZGbGxcdHRkWFhYcHBgWFhoUFBgV5eXtbWJirqCiDE4KfCgovlJQUVVVVNDTUdXR1XN1cm5qbt7Y2n/Bo9anY611GlOmOgFyk2bnZUiw2Lz8/OyenqLg4OycHk52Nyc6urqlpJRJ7uFxhv5DP51NpNFZnJw6Hy87JKSgsJDQ2VlVXR0VHR8fEZGRmYrKzCwoLS0pLSSRSZVVVcUlJY1MTtqwsC41OSU3FZGdjy8qKS0r6+nrPz8+enu2eqMkeq/z3Kinp3dHhwdT0FJPFamxqotJofAGfL+DPz88dHx1uv9paXVk5PjoSiUR8Pr+3r5fBZGCx2LT09NS0tPCICJSXF8oLlZubOz83B7LB5TqPIweenKbe30vvbm+WJJLsnBxDI0NNLU0wwQbNsT179ruiooKWtpahkaGbu3tAYGBiUlJ8QkJUdDS2rGxxYYHNZjs5Ozm7OPv4+gYGBYFGViDgHx4e3N3ePEbr+d3yvtsild4NDw/5+vqqq6sBsz5//kxB4cXz58+UlBSh4WliUlIWGo3Jzs5Co2NiY1PT0giNjSQyuZVIbG5pyS8oyM7JycvPLygszMvPz8zKSkhMTEtPT05JASrr6uaqo6vz8qUSpKnPnz97/vyZioqyuoa6lraWsYmxf4A/q7Nzf2/34Wj1sSMcX7nyvPMy3uUyD4/f30t5fB4ag8nIzCwoLMzMyspCo3Pz8srKy7FlZeS2to6ODqFQKBT29XB7OD2ckZFhMpkMRrGlWGxaenpgUFBUdHRySkpGZmZlVVUpFkuhUhvw+PyCglocrqq6uqS0tKCwMCk5OSY2NjYuLiU1taen5/z87FHN9FiGe/Sv+VEFivFubKwLhX1CYZ9ItLgwPz8xMb4wP7+zs316fLS0JJmfn3u1uXlyfLSz/YrL5XYwOsbGxyYnJwYGB9jd3UwWqwGPR2Mw2Tk5ScnJEZGRVdVVIrEIKCuiqQ/uuFS6ub5Oo9OLS0oiIiNt7Wz19PVU1VTBOAMUJSVFA0MDcERJSVFPXw/l5RUdE5Obl5eckpKZldXD7ZFIxNPT0/kFBWHh4W7u7tY2Ni6uLoFBgR6eHn7+/llodGNTk1i0eH199ebr7QPw3fJui99LV1ZW0Bi0lpamgsKL33//7dmz31XVVPX09V6+VNLR0XZzdw8KDo5PSMjJzc0vKCgoLCwrL6+orGynUMbGRkfHRicnJ/h8Xi0OV1lVRaXRqFQqkUisxeHAGse8/PwsNDo9IyM6JiYgMMDd3d3c3BxEg58/f/b777+9ePH85UslBYUXIOZhZGzk4+vbwei4ub6C1wpEUz94H2Q2ahgcHExNSwOrYjDZ2SB9Ny09HZOdXYvDsTo7qTRa/0D/8PDQ4NAghUoFk6bYsjJcXV0rkYirq4uJjQ2PiCgsKqquqWlqaiouKWlpaamuqcnNy6usqqrF4XB1dYVFRTm5ucUlJRWVleUVFbl5eSwWE2QtPZkB6yOb7NELfMuOm+urubnZDkYHk8Xi8rjCfiGnh8Nms8fHx15tbV6cnd3d3tze3hzs76+tri4uLExNTTIYDBKZJJGIr6+vdna2h4eH+Hwek8XEEwhkMplAIMTExtrZ2/kHBNTX14+Pj+/u7EDWf6vEftyaETnwVTUVfpeBE95eXx0e7LPZ7PT0dCdnJwtLCxNTE109XQ0NdXV1NV1dHVs7W0VFBRAVfPbsdz19PV1dnWfPfn/x4rmllVV4RARw1/yCAhKZTKFSu7q6hP3CiYlxkGRo72Bva2fr4ekZEhrq6+cXHBLi4enh5u5WVFy8JJHc3d58lbm075Z31oGL83MalWpqZqqoqPDs2e/Pnv2uoPBCTU1VQ1NDW0fbzt4uIDAwJjY2Lz+/Fodrbmlpb2/v7Oxks9msThaXy93c2NjcWJ+YmBgZHmZ1smamp0WLi5OTEyMjwwwmg0KhEInEisrK6pqanNzchMTEuPj4hMTE8IgIV1dXI2MjkA+srKIMKhJYq6OhqWFhYZGUnEwkkZaXl+7ubh9bTb9+5fmA877LmlBMb3hkOD4hITgkJDQsLDEpKSc3NyMzMzUtLSU1NTMrq6a2lkgitbW3t7W1cXm8ycmJublZJpPJYrEIjY0MJkPQK6DR6bl5eUXFxeUVFXX19TQarbyigtDYSGhsLK+oqK6pqaisrKiszEKjM7Oy8vLz8/LzQRcqLT2dRCbv7Gw/mRj+45vscQt8bEqj0xrw+HYKpa29vZVI7OjoGBgYWF9bvTg/u7m5vru9kUrv7qV3p8fHqysry8tLYrGoq6urg9GxsbEuld5dX12KxSJhv7CD0cFgMkZGhilUak5urrePt6mZqbmFua2dna+fX1l5+dTUJHwPtUex2iNo6t3d7d7ODpfHzS8oCAwKcnB0sLC0MDI2Qnl5RUZFpaWn2zvYg5X7FpYWdvZ2YGAKxhYWlhYqKspa2lqaWpoaGupu7u6xcXH5BQUguFTf0EChUJpbWvAEQk5ubhYaHRQc7OPr64lCuXt4+Pn7BwYFOTg6GhoZmZmb+QcEtLe372y/+vJbtHy3vL0OSKV3ExPjoWFhKqoqz579DuZQVVSUQUaSq5ubn79/ZFRUXn4+obERTLl1dnUNDg329vUKhcK93Z2To6OD/b3zs9P93d3NjfWry4vbm+vTk5OV5eW5udnJyYmhocFuTjeDwSCSSNiyssysrPSMjMKiIjQGExIaam1jbWRspKmlqampAWZYQRKTmpqqnr6eiamJo5NjQWHh5sbGE2igH9lecMO9x6mvLi/oHfTQsDAfX9/gkJCIyMio6OjUtLTMrKzUtLQsNLqwqKipuZnc1sZkMvF4PJFEYnWyhkeGhf3CwcEBEolEoVD4Aj6FSi0uKcETCG1tbaCXXIvDVVVV1Tc04AmE+oaGyqqqktLS/IKC9IyMLDS6uKQEBCdi4+KioqMb8PiNjfXHNtnXNNyjf813FundrUgsApnboFdEoVJHR0Z2tl8dHexLxOKtzY3L87Obm+t76R1I/V1bXRGLRBvr6wsL81wud3ho6Pj46F56d3d7c356uiSRdHZ1trW3czgcege9uqamvKICW1YWFR3t4+vr5+/v5+8fHhFRU1vzF+qAHPjimgrPe76/lx4fHzXg8R6enpZWloZGhvoG+mA3HB1dnZjY2KLi4v5+YWJSUkBgoH9AgH9AgImpCUgHBYNUVzc3FRVlewd7O3t7TxTK2cXFz98/PiEhv6AAzMdUVlU1NjVVVFbGxMZGRUdHRkWlpKb6BwTEJySEhIaaW5jrG+jrG+jr6ekaGBrY2NokJSdJxGLpnyna37J3PUHeUhnu76Wrqys5OTm6ujrQ7KaikqKWlqahkaGjk1NQcDBIUamtrSWRSEwmc3hkeGh4qLevl8fjbW1uXl9dXl9d3lxf3UvvpNK725trMKC8v5fe3lxfX11eXpwfHexvbW4szM/PzswMDg32cHtaW1uJJBKFQqmsqoqMikJ5eTm7uOjq6aprqEOLWdXUVEHOsI6ujompSVBwEKeHI5NA/rdOcPvMi7y/l5LJZB9fXydnJ08UKiw8PCExMT4hITUtDUyLZqHRdfX1FAqllUjs5nS3tbe3tbfT6fT+fmEPt4fL45Lb2lidrN6+XhKZVFZRAYIT5La2dgqlFocrKy9vwOObW1rA7yWlpSABCgSoSrHYUiwWW1YG4sBd7K693Z0nEGN40iaTe4FHLK4uL2ZnZmpqazMyMwmNjb29Ah6fx+nh8AX8mZnpvZ3t66vLm5vr25vr3Z3t/b1d6d2tVHp3dnoiEi0uLMwf7O2triyzu7uFfX3br7aury6vLi8uzs82NtZ7enp6e3v7+/spFAqYXKfT6bU4XFp6enxCQmxcXEBggL2DQ3JKyvjE+Ge16nLga2iq9O72+OhwYmK8qro6IDAQjEr1DfSNjI2gSVM1NdXAoKDk5GQikRgbFweWRsTGxZmamSorvwQtr6GRoaubq4mpiSfK09HJMSAwMDsnxxPlGRcfD1IhioqLU1JTo6Kj09LTM7OyiktKsnNyEhITvX18wiMi3D08dPV0wed6eXu7uLrY2dt5eHqmpKaKRSKpPCe6H8W7niBvuRunp3JpkN8AACAASURBVCetra0mJsYgb0hRSVFZRVlVVcXC0sLB0dHP3z8uPj4+IQGTnY3H4+l0ehe7a2p6amR0ZGJyQiIRHx0eADUFjSZYcAVZDXLs29ubi/Ozm+ur48MDiUQyOzvTP9BPoVJBdBFPICSnpPj6+dnZ2+sb6IOJBjV1NX0DfVMzUzNzMz19PT19PQNDA1MzU0+UZ0NDw9bmplR69+YR9uJ/ZHt9TJFIxPEJCa5ubtY21m7u7uEREWHh4VHR0fEJCfEJCckpKTm5uRQKhUajNTY19XB7ZmamB4cG5+fnRaLFkdGRvr6+Hm7P6OjIxMQ4hUqtqq7G1dUxGAw2m81gMBrw+IrKypLS0sKiosamJjCDXllVVVRcDGLLWWh0TW1tY1NTWXl5TW1tZVUVjU7b3tn+umZ6LMM97nf8t/L6Xrq/t8tisVLT0kAyRHVNzejIyNDg4OzMjFgsWllePjo8eLW1eXR0CMamW5sbEon49OT4YH9fIhYvLMyvLC/t7+5srK/1cLnDw8MnR0cX52dnJ8drq6sg/tQn7GN1dpJIpMamplIstr6hoaW1tbCoCOQkeqJQ+gb6ZuZmERERfD7v9vbm76Opf0ybXZzz+LwsNDogMNDH1ycsPNzbxyc0LCwyKgqNwSQkJhYVF9s7OKipqSopKWppaVpZW4GFg45OTn7+/mnp6U7OzoZGhr/88vMvv/xsYmpiamaqb6Dv7ePj7eMTFBxcWVXl7ePj7uGenJISGxfn7eNjaGTo7OJcXFLS1NwM1r2lpqW5uLr4+fu7e7gbmxhbWVs5uzhHx8SEhYeDsLC3j09Obq5ELP5iQeDvFtkq8ebN68XFhfj4eDU11efPnykrv9TQ1FBXV7OwtHR0cnJxdQ2PiEhKTs7MyioqLiaRSF1dXd2cbmG/cGpqcmf71e7O9tHhwdXFOXy+BBqqSqV30PG725vrq0vp3e3tzfXRwf7WxoZYJJqamhSLRMPDQ0wmk8FkFBYVBYeEuHu4m5mbgX6ejq6OvYO9s4uLtY21vYO9gaEB2PLQxMTYy9sLi8VOT0/JZZuIT0l9ejR7fUy5l95J725xdXX+AQFOzk7mFuaOTk5e3t6xcXFZaHRObm5aenp5RUVFZSWDwRgY6O8T9g0ND22srw0NDQl6BQsL86+2Nk9PjhcW5qenp2ZnZ0gkUnVNTV19PY1OFwr76B30xqam5paWqurqqupqQmNjLQ7X1NxcWVVVUFiILSsDCcNUGo3BZOIJhJLS0uycnMKiIiqNtrW58ajbQTxRk8mxwGOQOzvbFAolPSMjJTU1JjY2MCgoIjISk53d1dXZ398/Pze3MD+/MD+/t7Oztra6s/0KRJt2tl+tr6292tqcnp7q7esdHx/b2tw4PT6SSMSszk4ul7u5sX5ydHh8eHiwt7e1sTE3N9s/0N/F7molEhvw+Lz8/IrKyvb2dmxZWWpaWkhoqJOzk6amhpa2lompSXBIMJvNvr25/hRvlQPy11TQWNzd3S4vSQoKChwcHVxcXXPz8rhc7uDgwMz09PDw0Pj4mFi02N7enl9QEBkVpW+gr6DwQl1dDcySWllb2drZeaJQIGyrqqry44//9c9//icYUugb6IeGhTk4OoSGheXk5np4eppbmLu4ujq7OKekpto7OISGheXm5YGIUHpGRmBQkLOLs6ubq5Ozk529nYenB8rLKyw8PDomxtXNLSY21sfXx9fPD4PBcLnck+Ojp7mO+NtE1gNvrq8YHR3m5uYgS+iPjY1MTLy8vcGi0pjY2MSkJDQGU1NbS6FSwZNJ+AL+5OTE6sry3Nzs0pLk+ury7u5WencLKejt7c3B/t7KyvLV5YX07vbm+grsMQvmbm9vrm+vr06Pj06Pjy7OTo+PDmdnZwYGB5gsVkFhIVjxZu9g7+bubmJqYmJqYmNrY2ZuZmpmamBooKWtpaqmqqGhrv/nPGtZWdne7ltW3XxGe/T0Ks/nNKlisSggMNAThXJ1c7N3cEB5eYWEhqZnZIBRY0FhYXFJSWVVFYlM5vF5vX29y0tLErF4cHCgu7t7Znp6d3v77OR4fn6OzWZPTU62tbXV1de3tLR0dHRMTIwzWUyQGIwnEIgkUgMeD9ImCouK8gsKiouLMdnZaAymtbWVy+W2EolV1dXZOTlx8fExsbF4An5zc0PevvzUvP6xvt0fFQBEegcHB0ux2Cw0OiMzMzMrKy4+PjomJjYuLik5ua6+XtDbOzo2OjIyLJGI9/d2N9fXFxcW1tdWX21tSsRisVgkEYuHhgbpdHoXm724uLC/uzM/P9fZ2clkMqenpl5tbW6/2gI/JRJxX18fk8msr68H654rq6poNFpNbW0WGh0VHe3q5qqioqys/FJTU8Pc3DwuPr5/oP9TBktyQJ6a+vrPp08cHuy3tbcFBga6urkmJCbW1df3CfsO9/d3trcvzk7Pz05vb66vLi/2drZ5fF5JaaknCqWlraWmphoSGgriBm7u7qC3GxwSoq2j/c9//uePP/6XsvJLLS1NDU2NmNhYUzNTlJdXRmamJwoVGhYaERnp7uFuZ2/n4+vr4+sLnmsRFBwcEhrqHxBga2fr4Ojg5u4eGhYWHRPj5+8fEhoaFh4eHBIChs7guWD9/f0b6+s319fyltXvFtnqIZGIU1JT1NRUFRRemJqaODk76erqOjk7gzlUsIgiKjoa7JbSTqF0sdk8Po/L4/YJ+8bGxkZHRg72ds9PT85OTi4vL06Oj/54+qb0DkzJwB/GCdXGu9sbmRdcX18dHR6IFhd7uD24ujrQdfPy9nZ0cnR2cXFxdbWxtUF5eVnbWDs6OdnY2lhZWWrraINtRhwcHZKSkigUysH+3leZYX00e32Mv9/eXBcVFTk5O3n7+NjZ21tZW/sHBISFhyclJ+fm5YG1pEBcKRRKD7dH0CsYGR3h8rgcDqehoWF1dWVrc3N9bW1sfKy3t1co7CO3kRkMRmdXV3d3t7BfSKPTqDRaXX19V1cXl8slk8n1DQ0UKhVkKpHIpLb2ttLS0lIsli/gM1nMisrKnNxcTHZ2Tm5uekZGe3v7/v7eI6UsPUWTyatAzrWwuFDf0JBfkA+yxhISE9FoNMj0BmH/6pqabg6nnUJpJbb29fWtra1ubW5OTIxPTk6srq6Mj48NDg0uzM+Pjo72cHsGBweWlyTbW1vzc3NMFpNGp01MTGxurC8vL83MTItFoiWJWCgUUqjU+oaGsvLynNzc8ooKKpVai8NlZmWFR0S4uLoqqygrKiq8VH6pqaVpZW2VmZU1OzsDrTf5ClaTm6be30tvrq/W19c6GIy09HSwK29ySgqnh9PX17e4uHC4v7/96hXU6t3e3oAnS6+vrQoEguqamoTExFIsNjsnp76hwcvbOyQ0NCg42NnFxdTM9Oeff/rppx9/++1fv/76i4GhQVBw8MuXSkHBwSmpqb5+fukZGU3NzbFxcbZ2tiC519fPz8fX19DQwN7B3svb287e3t3DAwSc4xMSvLy9I6OiEhITMzIzi4qLo6Kj/fz9PVGoqOjoLDRaIOCfnZ3K1Q+/W/7NCS8vL+g0mrm5+cuXSmrqaoZGhpZWls4uLmCQCqbAwWZJScnJFZWVzS0tjU1NrUQivaOD3tHB6uxkMJlra6vbr16trqwc7O8dHR5cXV7c/TkehZZ+//eKSend7c016MNd/hkxBvn9lxfnq6srY2OjXV1dLS0taAwmIjLS188vIDAQ5YVydHJKSU1FeXmBzYTt7O3NLcyNTUw8USj/gICQ0FAXV5eY2FihsO/LL8d6HHt9ZBkeGQ4MCnJ1c/Xw9ASrGry8vYJDQqJjYtLS03F1dQWFheUVFQWFhUQikcVi0ej0Hm4PX8Dv7u5ubGpaXFhYXV6em5sVi0QDAwPj42NMJpNMJjOZTAqFwmQyeTweg8Gg0emszs6uri4KhcJgMnk8XktrS1l5eVNzc3NzMxibtlMoDCazAY/HlpXl5ObW19fjCYS8/HwOp/vicbaDeKIm+ysFvhB5b3eXTqfX1ddXVVfTaDQKlVpXX19SWlpZVYUnEMorKtLS02NiYxMSE/F4PIfDYbPZo6Mjc3OziwsLMzPTM9PT26+2dne2RaJFiVg8NDQ0PDy8JJHsbm9fnp+trix3MDqaW1rAA3QnJsanpiYX5ufnZmcFAkFnVyeJTAYj45LS0lYisbKqKi09PTQszM3dXUNDHWz0raqqoqOj7eTsVF1dvbO9/XE9YDkgB00FLdrW1mZxSYknytPO3s7dwz0LnRUTG1tcUtLN6e4VCI4PD85Ojq8uzu//nPSSSu9AxtfN9dXN9dXmxjpfICCRyVwet4vdFRYeHhsX5+Pr6+zioqKi/MsvP//66y+//PLzP//5n0pKio5Oji9fKkVGRcXExnqiUPEJCbl5eXHx8U7OzmHh4WAM6ububmxibGxibGhkqKuni/JCZWRmZufkJKekBIeEpKSmojGYLDQabBgL5mLByDg1La2zk3V8dCg/Wf1u+bdKsr6+npOTra6u9vKlkrGJsbWNjaWlZVx8fFR0dFR0dCkWW1dfDybhklNSCgoLKyor6+rr6xsaqqqra2prq6qrSWTy8PDQ9PQUj8fj8/lisej87PTq8gII6vXVJSSZIDPu9ub65ub68vzs9uYaSt+9v5fe3FyDLt2rrc2Z6Wkuj0sgEDDZ2alpaRmZmUHBwf4BAWAtFsrLy8zcDFQkE1MTK2sreweHgMDAoOBgB0cHD0/P/IJ8iUQM32rgWw5yfNq1XV9dZufk2NnbgewkRycnO3s7bx+fxKQksCC4pra2uqamuaWlqKioorKSRCK1UygDA/0jI8Pj42MdjA4ujyuRiFdXlsUiEYfDGRkZFotFPB6vh9tDo9NaWlr4Ar5AIOBwOFwel81mUygUHo8LukHlFRUtra00Gq0Bj89CowsKC6k0GpVGwxMIZeXlhMbGLnYXrg6Xl5fXLxTeXF99Bcl5DMN95S/1+vXr+5ury+Hh4fKKiqLi4lYiUdArWFlZnp2dmZyc3H61tba2KhaJtjY2BgcGsGVlQcHBScnJLS0tPB6PL+CPj4/Nz88NDg7Mzc3t7myvr6/Nzc2KRIujIyNjo6NTU5PjE+ML83P9/cKW1lYqjTYwONA/0N8/0D80PDQxMT4yMsLhcFgsFplMLisvR2MwBYWFdfX14PfIqKioqCgvb29tbS3w8AwNTQ1DQwM/f//Ork6wnctT11RwiTfXV/NzcwWFhWHh4aFhYX7+fplZWVXV1bl5eeUVFTweb2Nj/ebm+vzsFEx0QXGDq4vz16/v/5jzurne29lZXVnp4fYwGAyw9ZSPr6+VtdWLF8//9a9fgaz++ON//fLLzyBF093Dwz8gwNnFJSIyEkyMe3l7gyU0QcHBhoYG1jbWOro6SkqKCgovUF5eiUlJhUVFmOxsoKnFJSWY7OyU1NS4+HjwdgdHB28fn+ycnNy8vAZ8g1i0KLOrztP2ricIrKrcS/v7hW7u7soqympqqqZmpubmZrZ2tkHBwV7e3gmJieXl5fX19WgMBpOdnZScXIrFgpgh2DQH9H+bW1rIZHJ3dzdwsOWlpb2dnfW1tYP9/dvbm7u7Wyh7HgSE7/+YTr26vbk+OTo6Oz0BVwL+3NrcODrY39nenp+b6+H2VFVXFxUX19XXgypU39BQV18fGhbmiULZ2NpYWFrY2tlaWlkaGRuZW1iAyIefvz/IVW5uadnf3YVHnr+1plnWXh90/HvpHYfD8fP3MzM3s7WztbK28kShbO3sUF5e6RkZ6RkZqWlptThcXX09vYNeVV2dmZVVXVPDYDCYTGZjU1N/v3BxcWFoeGh2ZmZvZ3tlaYnd3T0/N7e/uzszOzMwONBOobS2tlJpNFYnq6enh8fnTUxM9A/0j4wM9/T0tFMo5La2+vr6trY28Kg4THY2m82m0+mgquDq6nq4PUwWE1dXV1VdzWazD/b377/qU1eflsn+YoECP6srywQCAey5QSKTujndKyvLItHi4sLCxvr63u7OyfHR2cnxydHhyPBwTU1NcEhISGhoTW0tj88bHR2Znp4C6+Lm5+aWl5YkEvHU1OTwyPDMzMzmxvrC/Pzo2OjExDinh0MikzsYjLGx0enpKZBXMTA40MFgNDU1tbW3NzU3l5SWgkXnNbW1RcXFIDUnPCIiNCzM0clJV09XW0fb0MhQU1PDxNQkPiFhbGzsG4j9Xl9fiUWLbW1tWCw2Lz8frMJGYzC4ujoSiVRVXd3W3i4Ri89Ojm9vrg/39y7OTu//XJAAVhPCgwnXV5fbr7b4fH5XV1dBYSFYP25lbfX777+BQerz58+ArP766y929nb2DvYurq5u7u7BISEJiYlR0dHePj5h4eExsbGZWVmGRobOLi46OtogqdjN3S05JSU7Jwfst56ekQEXVEx2dkxsLMrLKzAoKAuNxpaVJSQm5ublzUxPy+OpF98t/30Tzs5O8Q0N2tpa4OEwOro6evp6tra24FFCqWlpIIETbCiIxmCKS0pKsVjQKIPtcioqK7FlZTW1te0UCpVK7e3tnZubXV5e2trY2NrcPDzYv768uLm5lt7dgiSmu9ub1/dSsGD86vLi9OQYzIDeXF+tr68LhcLR0ZGb66uL87ON9TWRSETroIO5maLi4qLi4locrqW1NSExESRP+fr5BQUHo7y8rKytLa0sLa0svby9Xd3cnF1cfP38QJp6RUXFxOTEp6fvP53K8wkt7MH+XkJiIsilt7C0cHZxtnew9/D09PXzy8zKArkqYM0ouY3c0toKdv1tbGpqam4GP+l0OrSERiwS9fT0LEskF+dnRwcHw0NDHQxGN6ebQqX0cLm9fb0DAwObG+tisWhsbLSzq6u9vZ1EJjc2NVGoVCqNBhbRUSjtfD6vAY8vLikBpuRwOK1EIp5AwOFwrE7W3t4uoqmfV16/vr84O+Xz+ZB3MJjMubm5leXl1ZUV0eLi6Njowvz81ubm1ubm3s7O9qtXXV1dpVgsyIkpLCrqYDDAWuRuTvfAwMDs7Mz09NTiwsLk5MTg0ODk1KRYLAJb+/b19dLodCqVymKxBgcHZmam+/r6WJ2szs5OGp1OJJHIbW31DQ0FhYUZmZmFRUXlFRVgsXJMbGxEZGR4RIQnCmVpaWFubu7o6KimpqqhoW5ja1NZWXl8dPQVrPaZmgrWyfT2CtIzMsorKsrKy/MLCkC+e35BQXVNTWVVVU1trVDYd7i/t7ezA5Y0rCwvQ8vzZXJJQL7DkkQyMDhApVJz8/JCQkMDAgPdPTygceovv/ysoPDiv/7rnz///JOrm5uurk5IaKiJqUlAYGBgUBDINgoLD0/PyEhKTgb5w6ARf/78mYOjY2JSUl5+fkZmJhihgqcchEdExMTGZufkREZF+fn7h4WHg/WRkVFRiUlJmVlZU5OT0M77T9u7niD/XVskEkliUhL0OARVVRUtbS1rGxuwYWRySgrojYG9O1JSU8Eev7U4HIvFwuPxqWlpYKus8oqKBjy+r693fHxsenpKIhEvLUnW1laPjw73dnYO9vZ2tl8dHR78kZckvZNK766uLo8OD06Pj15tbd7eXJ+dHB8d7K+vrYLtI85OT0DnWiQSERob6+vrSWQyg8lgdXYODAwUFRenZ2TEJySER0RgsrNDw8I8PD19fH3dPTzMLSzMLcytbWzAyi5TM1NLK0tHJ8fCoqKN9XX5jVYfwV4fLPfSOwaTGR4R4ezibGpmamRsZO9gb25h7ufvD1bKJaekFBUXg6RfIolUVV0NwrN5+fmgq1RSWtqAx7e0tvL4PDab3dvXOzY2ury0NDM9vbAwv7a6OjU1NTk52cFgtLS29nC5szMz+3u7O9uvJicnevt6hf1CVmdnK5EItiOtra1NSk4mNDbOzs6w2Wzw0bU4XF9fX3d3NxiqgufbrK2tfq0nmT8tk31GgW/jIBIt1uJqU9PSiktKWJ2s7u7ukZHhnVdbCwvzExPjYP+ylZXltdXVsbFR0eLC6soylUrFlpXFJyT4+PpmZGa2tLZ2MBhAFFmdrImJiZXlpYX5ud5eAV/AHxgcGBsbFQgEXV1d3d3dJDKZ0NhIpVJHRkbm5mZ7+3o7Ojo6uzoZTAahsbGpubm6pgbspA9yYsC4GWxsEBAYCFLQnZydXFxdVdVUlZVf6uho+/j6sLvZHzK9HPgcTX39+v7k+IjJYiWnpNTicHQ6HVdXhy0ra25paadQGAyGQMAH8ygLC/Onx0fnpyfXV5eHB/vnpyeQOIEBK3TC25vr25vr5aWl4eGhHm5PYVEReG6Xj6+vnr6eoqLCr7/+8uuvvygqKvz880//+tevenq6uro6VtZWOjra9g4ONrY20ErzgsLC1LQ0bW1tI2MjUzNTXT1dYxNjD08PsFlaRmYmeEIy6EOBxRtgpwj/gIDEpCQQtQ4IDPTx9QUbBQ8M9IO5uqftXU+QP4x7fy8dGBhwc3cDGycpKLxQVVXR09N1dHIEmgo2BwCdmPyCAkhcq2tqiCRSZVVValoa2D2norKyFocjkojdnG42m90/0D83NytaXNh5tbW/t7u1ubG3u3O4v39yfHRzc311eQFW0ZwcHR4dHJwcHV6cn93e3pyeHM/MTC/Mz12cnYJEp6ury63Njf5+IaGxcWR0hMvljo+PTUyMk9vampqbgbKCfflDw8LCIyJA9fD28QGrbnz9/ELDwszMzYyMjaysrT1RqFZi69nJsTzSl762vT6m7O3spKSmBgQGOjk7W1pZmpmbOTg6gOU0gUFB/gEBGZmZIDOzoLCQ3NZWi8OlpqVhy8paiUQwyIB2wye3kWl0OoPBEPQK5uZm+/uFExPjw8PD/f1C8DhVMpk8MNA/Nj4mEAhAC8vn84eGBvv7hRQqlcli8fi85paWtPT0ktLSmZnp6akpPB5fWFSEq6ujUqkkMhnMtxUUFmKys0ux2JGRYWhL2C+pSU/LZJ9aoFy/09MTFosF9pgsKS2lUCirqytz83MzMzP7e3tTU5O9fb0SiXhqamp6empiYnxwaHBxcWF9bY1Go1VVV6elp4N1jwQCgclkNjY2NjY20mg0Ho87NjY6ODjAZDFBTAJMlHZ3d3d2dTU2NVVWVbW2tg4PD09MTLDZbAqVymAywFKr+oaGUiw2IzMTNOmFRUWpaWmg7wuesuzi6mprZ+fg6Ojs4gISOMAWaalpqcvLS+8dIMmBT9NUcDWnpyecHk4WGo3FYoVCIZVKBZpaVV1N76DzBfx2CqWxqamzs3NvZ+fu9ubm+urq8uL66lJmYAp9MendLdDdk+OjublZvoAP0nH9AwLAgzDB+AbsEgC2h3VydlZUUtTW0dbV1bGwsLC1sw0MCgSPpw4LD7extQELCt3c3TxRnq5ubvYO9j6+vimpqdk5Odk5OeUVFTW1tdiyMjQGA+wREBjo6OQYHhFeWVVFJpMTk5K8fXxQXl5u7u4ZmZkSsfgvOOF3yx915vLinEwmGRoagP3/dHR1tLS19A30wdqn8IgIkKkEntsF8g6KS0oKCgurqqsbm5rq6uuLiosb8PgGPL6+oaGishKPx3d0dDCYTL6APzg02CfsW5KId3e2V1aWd3e2d3e2Ly/Or68uz89Oz06OX21tTk1Nzs3OHh8enh4fv76XXpyfLSzMi0SLU1OTU9NTIDd4b2dnfm6Oy+Wura6Ojo6MT4yLRIs8Po/BZDa3tFRWVVVVVzfg8Tm5ufEJCWB9c0RkpCcK5eDoANKAff18QTcOaEx8QsLY+Nj9X9328mvb64NN7evX9/39/eDhUWbmZrp6utraWlZWVv4BAR6enuDpiknJyTW1teUVFYVFRWXl5aBTAvqy4OEzIH0JxIHxBAKFSuXxeX3Cvt7e3vHxMT6fLxQKu7u7qVTqyMiwRCweHh4mEol0On1ycoJCpQqFwsWFBR6Py+fz2Gx2W3s7GoNJS0/v6uoUCoXNLS1gGSuYjwc7RVRUVhYUFqIxmLz8fDabfSTPJMS/p6ZKpXdiibiuvg7sTFdSWkpua5ufnz8+PFhbXVlfW9tYW+PxeBQKZWVpaX5+bmx8bHFxYWJiYnZ2dmF+nkQm4+rqiktKwHLHBjy+t693cHCgi93FYDA6Ojo4HI6gV9DV1dXZ1QXCFd3d3XwBv53S3kokEhobwbx7f39/O4XSSiR2MBjtFApoBEpKS9EYTExsbFJyMljNAWYcIqOigkNCHBwdwDS/q5urhoY69JAMVzdXKpX63ml1OfBpmnp/Lz07PREIBBmZmaVYbFdXF8gXaMDjcXV1eAKB0NjI7mYzGAywA9nJ0ZH07hZMa8GnTkFaJrS48Ori/Ori/Obq8uToUCIWDw0P5RcUgE4HWEWqpaX54sVzLW0tLW0tZeWXiooKJqYm4EFdYNteYxNjD0/PyKioyKgodw8PA0MDfQN9K2srN3d3bx+fhMTEoOBgJ2en2LjYyqqq+oaG4pIS8BAxEE7MzcuLT0hwdXNFeXmBdcTpGRkenh4oL5Srm5utnW1Nbc3u7mdPxny3/OGcS0tLaWlp6upq2tpaZuZm+gb6Gpoauro6xibGYCs7kFwQGRUVn5AAnrsJRQ7BgKa4pKQBj8fj8eBRbhWVlW1tbUwmk8PhdHR0dDAYAoFgZHRkempqeWlpf2/37OQYbLyytCRZW10dGByYnJw4Ozm+ubm+ub46OjyYnJyYmBifn5sDeryz/er48GB6ekosEonFosXFhampybm52bXV1anpKUGvgNXJAhEnMOIBneL4hAQwPeHu4e7m7u7g6GhpZWlhaWFsYmxnb2dja+Ph6VFZVQX24v/cAevXtteHm9q7WzqdDsYf4BFSJibGYHQOnlicmJSUnZMDpoHKKypAsBc8Uzo9I6MWhyM0NpLb2vAEAogEYsvKCI2NTCazo6ODTqdzejiCXsH4xPjA4MDIyPDMzPTSkkS0uMjn84XCVeFGAAAAIABJREFUvt7eXhqdPjExPjEx3tnZyWAw6HR6Z1dnWXlZckpKZ2fn8NBQU3MzyHEDH93S2komk0E+cHFJCRqDQWMwHYyOg4N9RFPfauLXr+9PT445HE5VdXVBYWFaenopFstmswW9gt3dHdABXVxcGBgYwOFwZeXlkxMTi4sLgl5B/0D/8MjwxMT4zMx0e3s7iUwiNDZGRkUGBQdVVFT09PSA6C6Hw6HRaCA+ATZ/BoVCodA7OshtbTQajUAglJWXt1MoHR0dra2teAKBRCaTyeS6+noQZczLz49PSAAJMXHx8Zjs7OycnOiYmKDgYDt7OxNTExtbWwdHRxVVlZcvlTQ01MFQNSUlZWl56Yta7dM0VSq9E4tFYFcwIokEpis4HE4Xm92AxzOZTCaT2dXVNTk5uTA/v7Wxsbe7C9dRsCz17u727u725OgILHuQ3t1K727Pz073dnfPTk+2NjZ6uD2NTU1R0dHhEREg+UhTU0PfQN/A0MDYxPjlSyVtbS1zC3MdXZ1ff/0F7NEKnmATEhoaHBJiZ29vYmpqbWNta2fr5e0NQosxsbGhYWHgEVT5BQUZmZlgBxY0BpOYlJSWnh4RGRkQGBAQGAhmVcFzsH18faxtrE3NTL28vfg83uXlxWfJ6nfLH3VGIOA7OTupqanqgEw8LU3QGTIxNbG1s4O24IiMioqLj09LT8/Lzy8sKsrNywOaWllVlZuXB+bp6xsawEOJq6uriSQSlUaj0+lMFpPH54EVGqLFxeUlCdh1ZWlJsrAwPz8/z+VxZ2dnXm1tXV9dHh8ezExPTU9NCXoFezvbU1OTvb29ItHi9tbW5sbG/Pzc7OyMaHFhfW1tbm72YG9vY30NLKHu5nTjCQRcXR2RRKquqckvKACh4MCgIG8fH2cXFzd3d0cnJxNTEwNDAytrKzBgtbaxDgoO7uzsvL25ecJN83/b6/3lXnq3urpSVl6ehUZ7olDA9cAcDZjKio6Jyc7JyS8o6O0V1OJqG/B4sJtgeUUF2DWwsamppbWV/GcQD2yOX11TA/bNZ7FYfAFf2C+UiEW9AsHQ0JBQKJydmenr6wNGnJyc4HA4YDsIQmMjWK4q6BWA8HIrkTg0PESj07FlZWAztfKKiqamJiKJBPYKzs3LA4n9+QUF/f1C6d0toqkPTby8vFRVXV1YVFRZVZWTm1tUXCwUCldXlvf3dk+Oj85OT/Z2dsbHx8F2HKVY7EB//8z0NJfL7WJ3DQ0NDg0NzsxMc7lcML5MSk72DwgoKS1lslhsNruzqxOslWolEokkUltbW3t7O5VKZTKZ9I6OdgqFSCK1t7fX4nBgcTPYVwtUm1Yisa6+HnTU8vLzE5OSklNSklNSgKYmJSeDjeJBBMXG1tbcwgKshtfT0335UklLW8vN3a29vV0Km3l8NE0FnZed3R0wv8VgMjk9PcMjw9PTU6Njo6xOVi0O106hcDgcsUi0v7t7uL93fHhweXEuld5dnp+BjN+bm+ujg4Ozk+Ory4ujg4PLi/Pbm5vzs9OTo8PD/f2tzY39vb1XW1s93B4KhQLmR1NSU8PCwy0sLaysrd3c3c3MzdTV1czMzaysrVRVVRQUXjg6OZqYmoAj3j4+Nra25hbmNrY21jbWrm5u3j4+IaGhgUFBwSEhMbGxIaGhUdHRINnazNwsMCgoJDQU5YUKCw8Pj4hITUtLTEoKDApycXUFG0GgvLxcXF3AyZNTkicnJqDlQE/Pu54coM7s7u6UlpZoampoampoaWmqa6jr6emqq6sZGhmCFtnD0wM8cRPkbKdnZGTn5OTk5oImGFtWVlJaCoQWjG/IbeT8goLKqqqm5ua29nbQ+e3h9nQwGEAd5+fnFhcXVpaXFxcXZmdnpqYmeXzewOCASLS4tbm5ubE+PT01NDTY29c7OzM9MjIs6O2l0ek8Pn9JIhkeHhodHdlYWxOJFtdWV68uL85PT/Z3d0Aqf1dXFwgn0un0mtraUiw2LT09OiYmJDTUydn5z92XbFzd3FxcXcH0qqmZqaOTo5Ozcy0Od3158XDi4ylVno9qcFtaW3Nyc+Pi4y0sLcCUSkRkJBRSQmMwVdXVFZWVbe3teAIBTyC0t7fXNzTg6upAWCi/oACsPMbV1dXicEwmk93dTSSRaDQaiUwGWxiOjI4MjwyDtcgSsXhmZhoswwDPLREKhWw2m0gk1tXX1+JwHYyOgcEBJosJzi8UChkMBnh8Ddh5vxaHI5HJRBIJPPwc1Kv8ggJcXZ1ItPjF9ut4Kib7mAIFEW+ur3q4Pbl5uZjsbDyBQKPRysrKmEzm9tbm0cHB8eHB7s724f7ewd7u+Pg4eExQfkEBp4fT29vLYrEYDMbQ0ODw8NDIyPDc3BybzSaTyWgMxtvHB5Od3Uok0uj0jo4ONptNo9HIbW0kMplEIoEnDjU1NwNBJTQ2thKJYNIUSqoA2z63Eom1OFwpFgtWRYLIB9i2KSc3Nzomxsvb2z8gwNbOzs7e3sHRwdDIUElJUUVFWVNTQ1FRQV1dzcjYKDU1dXV15R0+KAc+QVPPzk4FAn5hURGDwRAIBAKBAMTHFhcXmpqb8QSCsF84Ojq6vLS0uLgwMzN9dnJ8d3tzc3N9eXEOpOjy8mJmZnp3e/vo4GB7a+vV1tYfD/FZX1+SSJYkkpHRkdWVFbDOLCk5OSo6OjklJSEx0dbOFkRxXd3cDI0MzczNvLy9lZVfKikpGhkb2drZGRgamFuYe3l7BwQGGhjo29hY29rZOjk7g+fq+fr5+fn7+wcE+Pr5BQYFpaalxcTGpqalxSfEx8TGgoEsGLmCkYeVtbW1jY2BoaGdvb2zi7ODo4O9g4Ozi3NEZCSDyTg42P9EP/xuef369f3Y2Jh/QAB4+pCCwgtFRQVtHW0QdTA1NbGxtXF0cgSdm+iYmOSUlLT0dDQGAyLzefn5uXl5YL6ksKiovb29o6ODz+fx+LzKqqq6+vpWIhEsmRgdHZmampyZmV6YnwdxXfAIi+HhIXY3GzxZjMvlgho7OzszMNDfw+0ZHhmenpkW9guHR4YFvYL29nYejzc6OrK4sDAxMb4kkdze3lxfXR4dHPT09IyMjExNTZHI5FYicXZ2hkang1Vxaenp4RERIBkY1EAvb28vb28nZ2d7B3sLSwsTUxN7Bwd3D/e8/Lzd7U99aPZXtdcHy/HhYUZmJhh5gHRfP39/8EQK8DM7JwekkoEnWNTU1gJ5q8XhQIwXV1cHzAp25K6uqQHLBFpbW7s5nO7u7q6uLjab3cXuWlxYWF1Z2X61tb396uBg/+Li/PzsdHdne2V5eWF+fmx8bHBocHJyoq+vVyAQsDpZpVhsTm4uj8fr6Ogor6ggkUhNzc1gCVZzc/MfS1obGgoKCwsKC4HcUmnULxYBfiom+3hZ3d3ZaW5uTklNBWvBOzs7B4cGu7u7lyXi3e1t8Fy2V1ubZ6ene7u7QqGQSCI1t7QUFRc3t7Q0NTc34PEcDmd6enp0bLS3t3dhfq6np6exqSm/oMDP3w9EEbq6ukAiEquzk9XJotPpbW1tNbW1aAwGT8AzWUwSiQRmEuvxeDAFXldXB4anYKgKUrhLSkvB9pNJyclgg5EsNDokNNTVzdXL28vC0tLG1sbO3k5LW0tB4YWWtpaevh5IjdTR1XFzd6dQqdK3z6rKgQ9rKrTQZWpyMr+ggNBIGBkZ7h/o5wv4o2Oja6urosVFVidrampyaHhofHwMbD01PTN9enwkvbu9u705PT4Cz+e6vDgXLS5ubmzsbG+vr61OTk7s7e4eHx4sLy1NT0/t7+5KxGKRaJHTw2klEsHegXHx8UnJyZ4olJu7u4+vL9it287ezj8gAAx3lJVfmluYq6urmZqa2NjahoWHe6JQTs5OXt7eHp6eoWFhQcHBIBkYTJ1iy8pAJifYByQ7Jyc9IwPMwOMJBPDMPydnJ2sbazNzc5CNDTYKBtstRUZF/f/sveV7nOe59f1PvQ06cWJmitkWWUy2JFuymNFiZhhpJA0zMzPPSDNiGDFaYLbT98NqdOzunbR93jfbbZ/0PvwhSVMn0T1zndd5nmv9Vkdnx+zszM//B93qH/T5+edPu7s7RCLx2vXrJ0+d/O67Y19//dX33393/sL5m7duhoWHR8dER8dERzyKePzkSWpaGsJuX1RXNzU34xRua29/UV2NT0JDYyNhcJDP56vUKrlcTiaT2zs6mCyWSq1SqVRarVahkFusFgxvrTarRqORyWQsNpswONjb1zdEJFKoVLFEYrFYIIERiUR6vd7hdDgcdqfTMTExAae5zWadmZ42W8xrqysYqGxvbrhcTofDPjU5aTQa2Gx2cGFBrpADE9HQ2JiTm5vx/HlWdvaTlJTikpKc3Nyo6OiQ0FAo0i9cvHDjpxt3792NjYsrKi4+4i79Y8X1s76xv/vL5Xbl5uUlJSeHhoWGR4Q/inz0LD0dw7fSsrKKysqCwsKu7u6u7m5USvwBGlYanY5kLkDwMVTEfrqzqwuIO6VSKRKJpFKpXC63WC1Go3F+bvbwYH9na+vV4eH+3svd7a29l7s+r9dqtTqcjqmpSYPBIJPLxGLxAIFQU1srEonGxnw8Ho/D5QpFQsLgYHNLC3F4WCgSQd4yPDKCXnmUROofGNDptFD1/3sCsH6HUooOdW5ulkAg1NbVdff0MFkstUaj0Wg0Ws2Yz7e1ufHm1atXhwf7ey831tY219eXgsHJiQmj0ajVaUdJJBKJNEQkEoeHNRr12JjP5XKaLWar1arX6xkMRv/AQH5BQXlFBYSrYolEoVTK5XKJRKJUKRUKBZfLHRkZIVModDqdTKGQKZSR0VE6g8HhcBhMJoVKxW9OoVKxRGhrb29qbq6uqamsqiopLYV3AzrTqOjopOSk+w/uP3j4ICw87PyF81C2Xrx08eTJEyDG3713t76+fm1t9Z/Zp3788H58zIcEYKVSubmxHlxYmJyYMFvMFotlfn7ObDH7x8ctVsuYzzc9NRUI+H0+78H+HoRI796++fjxw+HBvsfj9vvHAwG/1+OZnJwwW8xej2dudnZszGezWZeXglNTkz6f1+v1DI+MlJWXYw9a39CQ8fw5mvqnz55lZWdHRkXm5uU+DHmI7LY7d++cPHkCM/So6Khn6emFRUWFRUWNTU0NjY04kXE1hkG4u6dniEgcGR0lDA42NDb29fdjtgDl4QCBkJefHxIaeuv2LTQcEY8eJSYlPUtPx6o1PSOjp7cXRrd/7Hv4B31+/vlTYCJQWFR47tzZH3/84dtvv/nqqy+/+ebrH0/8ePnK5YchIfjxPop8lJCY+CQlJSs7u6y8HOtSzPHaOzpw/SwsKuru6ekfGOBwOEwmE7JtjAp5fJ5YIubx+XK5XK1RI/pYq9Oq1CqhSAgAbEdnZ1d3N0SnSqVSr9drdVqZTKbVaW02q0ajcXvcOp3O7XbpdLrFhQWv1+P1epaXlvZ2d9bXVudmZ1wup81u83o9Doddq9NaLBaBQIBDuam5GVt/qJZwZX6SkpKYlJSSmhoeEREaFnbv/r07d+/cun0r4lFEZlYWi81+dbD/jzltPusb+7u/WGx2Tm7u4ydPHoaEPIqMBHEFS5Pyioqe3t7SsjLcfvoHBjq7uo7U2kNE4hCRyOZwMDzv7etrbGoCPQAr1VESaYg4BPMM1L9Wm9XusM/Pze5sbS4Hg/t7e+/evllfW9t7+TIwEbDZrDqdzmDQ6/V6u92m1Wr7+vubW1o4XO7c3KxcLmex2SqVikQigePPF/A5XG5ff39Pb29dfX13Tw+dwejp7R0ZGZmYmPhfsNb8q7yyf6Sger3elpaW2rq6AQKBw+VqtNqF+TmfzxsI+FeWl1+/Onz7+tX7d2+3Njfm52bnZmdmpqdXlpcXFxaCCwtajQYLUZFYZLNZUVMtVotKpTKZTCw2a4hILCsvzy8oIAwOYqWqUCjUarVCoZDKpHK5XK6Qq9VqoUjEZLE4HA6DwaDSaHyBQCaT8Xg8MoUC8gFaYSgtamprK6uqamprMc4sr6goKy9/kvIkOiY6KTn5wcOH9+7ffxT56OrVKzDvnTp18ocfjp88eeL8hfMgxpvMpn9aTf308cPiwsIAgVBbV8fj8yYnAvNzsyazyaDXu9wur8+7srw8OTk5Pj5md9inJif9/vHp6an1tbW/Ms98+vj61aHL5bTbbTab1Wq1wOGAUD29Qe/1eTEx9no9NpttlERCykFBYWFrWxscgbCT5xcUIDA1PiEB+i5oly5cvHDv/v2w8DBoRvLy81vb2opLStIzMhqbmqprarp7ehqbmgiDg8ThYRaLNTI6SiKT4TvEF57H5yuUCg6Xk5WdffvOnTt370THRCc/fhwVHRWfEA9rP7QYT1JS2GzWy5e7/3qtxr/Q8+nTR5VaFfHo0YUL50+eOnns2Ldgd3z33bEzZ07fvHkzPiEh+fHj2Li4+ISEhMREKFww+61vaOjq7oawBe8dLv4BAgF/XaVSqdVqsVjMZLG4XC6EDwajwWA06HQ6lUplMBrEEsng0BCUn1QqFee1RCIxmoy4gwtFQrfbhSw5uM6R4ulyOZ0uJ/7Y6/VYrBaT2WQwGExmE6w7BoNBJBJxOBx4fjo6O6GVaGlthVwiOyfnWXp6Tm4uTJw/3fzpzt070TExd+/dvXf/XkxsTFFxsVQqPfI9//YH6XM+f+f8/fTpY0NjI9rxiEePYmJjs3NykHlQXlFRUVnZ1t4+SiLByEgYHCQMDsL2AKEmZkVAYmF/RiKT0ae2tbfTaDS5QsHn84eIRIFQGAgEJiYCZovZZrcF/H6n07G2uvL2zeu11dWNtbXd7a2D/b1gcNFqtcgVcoVSqdPrwFUnDA5aLRaj0UihUkViEYfLxfoNeijEpwCdBgVTS2srg8lYW135r6G8f5CaitRhl8vZ2NRUVl7e2dXF5nBkMpnT6dhYW52dmV5aCm5vbh7u7795/Wrv5e7O9tbCwvzKyvLC/HxwceFgf+/Nq8P11VXkBYnFYqfTEQj43W6XwWiQyqQarYZGp1MolOqampzc3AECgcvj8fl8mUwmFArZHA6Hy+Xz+UAaaLVaHp8PxhaTyRQKhSKRiMliUahUWKGwg2/v6ICFverFC+TKgc9TXFKCKWZScvLDkJB79+/HJyREPIq4cPHC8ePfHz/+PWrq6dOnLly8EBkVyWAwPv2KUul3eP5OTf3550+LCwudnZ0FhYW9fb0ms2lxYWFxYSHg91utFpfbtbQU9Ho9DqdjbMyHtdbU1CTi7na2t/8Kk/T+3crKssViVqlUVps1uLjgcNjnZmdXlpddLqfX65mampycnDAY9EaTEUGJFZWVuPXnFxSAwgoxcHxCAiaxcfHxD0NC4hMSQkJDT506ee3atcioSHznY2JjSstKsU8tr6goLimpevGisalpcGholETCFodGp8M5hwsaSHgdnZ3ZOTkPQ0LCwsPu3b8PNlNcfBxEUmiUQdv3ej3/2PX2D/rs7b0kEoeuXrt65uyZEyd+/O67Y0c19eTJE5cuX4p49Cg2Lg65fknJyRgDlJaV1dXXg6Hf2dVVUVkJwTZeU1Nz8/DICIlM5vP5Wq1Wp9PxBQIqjUal0UQikVqj1uq0EolEqVTo9Xo2my0QCMwWs81mNZqMEqkENHY0QGqNms/nm8wmgVCAdYbRZHS5nBgmA9s9PTVlsVqEQqHRaORyuZCkqtQqiVQiloihrOkfGBglkRqbmhqbmkZJJLSqRcXFBYWF2Tk5CLG5d/9eZFRUbFxcWHj4/Qf3o6KjYuPi4uLji0tKjEbj34xN/pzP3zl/Xx0eZGZlAScJE1RxSQk8DGACIH8GC8u+/n5YDAcIBJyD9Q0NQ0QiHMaDQ0NQneBPh4hEDIo7OjqaW1oEQkEg4J+ZmR4b82m1GrVGrTfovV7P9ubGy53t3e0t4CffvXsbDC46nA6jyeRxu9VqNVQtcrnM5XIKBAIej8fl8fBBggWrrb09v6CgoLAQMb0DBALKqkQiQRrVH6Sm/vwLdN3pctbU1pZXVLS1t8sVcrFEotVpl4KL66urWxsb21ubrw4O3r17e7C3t7u9vf9ydym4uLa6ury0tLWx8XJn+2Bv7/Bg3+N2C0UiHo+n1qj9fv/k5ITb7YKpxma3KRSK/oGBF9XVAwQCj8/nCwQyuVxv0MvkMh6PJxAKuTyeVCZVKpVsDoc4PAzAFpPFAnFlZHS0f2AAALWRkZGOzk7gO4CVxnAIJ/yz9PSExITEpKSw8LCHIQ/jExLCIyKwdUK3+uOPP5w8eeLcubP37t/r7Or6tcCi3+H5WzUVAEK5XP48M7Ouvp7NZi8vLcFKvxwMLszPBxcWFubnRSKRWCLW6XU6nc5isczOzmysr62trCDa5S/UpE8fP7x/t7a6otVpFUqFXq8DJXIpuLgwP48L6dTUpMfjRnAxi8WCg6KishIS0Nq6uty8PEhDQYitratLTUuLjIoCI+3ChfNXr129dPlSUnLys/R0MPETk5KysrOPxJkVlZX4rVpaWzG4p9HpoyRSZVVV1YsXAwQCh8ORSqXVNTXwtt5/8OBhyMOIRxGPIh+lpqU+z8wE+ArE1yHi0OY/lM74B30Wg4t19XXnz5/74Yfj33137Nixb5HWhz712vVrYeHhuEvGxccnP378JCUFfc+L6uoX1dWNTU0dnZ3tHR1l5eVgRra0tkIsivsQh8uVSqVqtZpOp6Ml4vJ4Go1GJpfx+HyxWCyVyWx22/zc3MbaWnBxcWxszOGwj4353G4XuC1Y4DFZLKVSqdVqEX6iUqmAyvN6PSqVCugfhVLJYDIFAgGfz1coFIgkozMYWp0WV7H2jg7w9mrr6qpraqprakpKS1FZC4uKfsmMC7vx043rN66npqUlP34cHRN9997d6Jjotvb2pWDwN+gQn/P5OzXV43Hn5uU9fvIkKTn5SUpKaVkZTPe4rYKmMkQkslispubmltZWwuAg1qjQlXR2dQ0RiTQ6HbWWSqMBC9Db10en0ykUyhHSWSKVWKwWp8s5Nubzj4/b7Darzer1eqanp3a2Nl8fHrx/+wZajdXVlYmJgMfjDgYXAwE/XgSPz7daLRKJBNt3MoV8lF9NplCwoa+pra1vaMBNuqOzc4hIdLtdv+sE+J//yv52Tf308YPNam1uaSkoLCQQCCwWy+V2eTxut8e9vra6s7W5/3J3Y33tzZvXHz9+ONzf29rc2Fhf94+Pr62tLi8tra2uLgWDU1OTY2M+n8+L1alOp5udnQEK32qzOl1Om92mN+hZbFZ7R8coiSSWSHg8Ho/Pw6SXRCYzWSyhUKhUKaUyGYfLZXM4LBaLQqVC3Yb7FpTkI6OjxOHh3r4+JKeCR1hcUoJLUkFh4dNnzxKTEh8/eQIRfkxsTHh4+A8/HAcm6KhbPXXq5NVrV4uKi2ZmZj5rTf3508ePHz9MT0/X1dcXFBZSqFSv1/v61eGnjx8+fHh/sL+HH6jT6XC6nFqdVqPRiMRisUTs9XrGx8eWgkHAxMHKf/f2zeHBfnBxwWQ2yeQyo8k4Mz3t83lnZ2aCi4s+n1en183OzEBaIhKJ0P43NTdDRtjc0tLV3Z2Tm1tQWJibl5f29CnSbp9nZubm5TU1N8fGxV2+fOnUqZPnzp0NCQ1JSU0tKCx8+uxp8uPHT589g3g4+fFjGFKR70alUllsNnYwL6qre/v6ECvG5XL7+vqepKQkP3588+ZPYeHhmCcApB4bFxcTG5uSmgpljdFo/PD+7/oO/6CP0+VMz8i4eu3q2bNnjh37FrfF77//7gj5+zDk4eMnT6JjYuLi4yFAQ/5BfUNDRWVldU1NbV0dcBxpT58WFRe3tbcTBgdJZDLAHZglkilkwuAg/opEIpFKpTK5TKlSAiBgtpjX11Zfvzrc2thYXJgHudtqtWi0GqVSKRKLmEymSCQyGA06ndbjcRtNRqPJqNPr1Gq1RqORSCVDRCKXx4Nvh8ViDQ0N8QUCkNkFAoHBaADMfXBoCByD3r4+QL07u7ry8vOhpEhKTn785El0THTEo0f37t+7e+9udExMfEICguQePHyQkpIyPDI8Pzd3FK3zy+H+OZ+/WVM/fujt68t4/jw6JuZJSkpCYiJcTwWFhS+qqzs6O8srKpqamwH6RhANusbunh4cjqivLDZ7ZHSUxWJxOBwanT5EJHZ0dtJoNJ1Oy+fzSGQyjU6XyWVYabtcTiyVjCaj1WrR63Uz01NLweDiwsLm+vrh/v7mxvr83Jzb456YmJiemtJo1DQ6XSgUarVahUIhEonMZrNUKu3q7gbtcpREGhgYwCq3rr5+iDgkFAr7+/vr6usFAgFS7v/vrqlHwAC/fxz7yM6uLhaL5fP5nC6n3z++urK8v/fy7ds3ey9frq2sIKL4zetXrw8PEB22ubG+vBScnZ3xj49DuGsymeQKOYvN1mg1Ho/b6XK6XM6x8TGv12MyGU1mk1giGR4ZYbFZMrmMz+cLRUKjyajX68QSiUgsVigVCoUCZiouj8dksaBPhNKFw+GQyWTC4CB280fABzjuKior0aoWFBYidiUpOTkqOioyKiosPOzWrZs//HD822+/OXbs2+PHvz86f85fOJ+alma2mP/HLfZ3eH67pv78aXd3h8VmPUlJKa+okMlkB/t77969ffvmNcrq4f7e5sb6xERgKRjk8ngI3GEwmZMTEw6HfX11FS8Dx9n+3su11ZWxMZ/BaJBIJOBR8QV8rVYbCPgdDrtCocDWymgy6g16+Jawlenr7wemrrqmBmDeZ+npJaWlFCo1JzcXW5z4hIRr167++OMPp0+fingUEZ8QHx4RHhkVef/B/eTHydk5OV3d3Whzs7KzEWYOUhqcjq1tbcThYT6fL5fL+QIBcXi4orIyPSMD2hn4IhISE9FqPAwJgVD7/oP7Xd1dq6u/qh/7T039s1QqDQkNxTIVs5fjx7/HR1+CAAAgAElEQVQ/duxb1NRTp07euHE94tGj6JiY5MePAeqEJaOyqupFdXXVixd419imFxQW1jc0tHd0DBAIJDKZMDh4FEzR3dNTWVVVWVUFCweZQpFIJWqNBiaZQMC/vBScmpwMBPyzMzMul9NsNkmlUi6XSxweZnM4RpNRrVErlUq1Wi0SiSxWi06vQ8+KHovOYAgEAg6Xi0kUi83GVEqtUfP4fBabzWAwhkdGNFoNemjUD5hGCouKampr4YqOi4+Pjom5/+D+5SuXHzx88Cw9/fGTJ7AV3bp9Kzwi/PGTx8Th4e3Nzf/SMH3O52+dxasrKzizYuPiwOIuKi5uaW0FHWVwaKipuRlpQpBtIwWhuKQEY6Gu7m7i8DCNTh8ZHR0gELq7u/sHBvr6+9s7Orq6u0dGR7E5I5HJTCZTKpVaLGaL1WJ32DUaDUyrE4GA0Wh0Oh1jY76JicDO9tbrV4dTU5PLy0sry8vra2tTU5NSmZRCpbpczu3NTZPJyOfzLRaz1WqhMxht7e3IO0JidmNTU9WLFw2NjZCV4n9yOB1/hJr688+fpqanqmtqMrOyWlpbxRKxxWqZm50FDX9na2tvd+f9u7cf3r/b3tp8+/bNx48fNjfW9/de7u5sLy8tbW9uBhcXEMqm0WpUKpXdbtNoNTK5DDZiaBGmp6f8/nGT2eR0OqxWC5VGY7HZ+L6w2WyhUCgWi/kCwV+gzRqNQqEQCARisVilVsnkMi6XS6XTKVQqk8Wi0mhDRCIwlj29ve0dHdCcoh3CqgVBF8mPH8cnJKCggmV28uSJY8e+xZ0ev44f//7s2TMxsbFCkeiz1tRPnz4G/P6S0lKk301OTgBK/vrV4adPH9HF7u/veb0elVpFZzCwU2EymdADb21svH3z+t3bN7vbW2srKztbW3OzszqdTqPViMVih8OOQbF/fNzn82q1Wp1ehzx36CrFYjGXyz3Seo2SSBgDwuGb8fx5dU0NmUKBFLm9owNA85u3bl69dhVY85u3bj6KfPTTzZ+w+GlobCwoLEx7+vRJSkra06elZWW4t/b09vb19/f29REGB9kcjkqtQnBja2sr1njlFRXY3ebm5SUkJkZFRyOZ5PGTJ/fu34uJjVUqFW/+jhb/D/owGfQbP904efLEiRM/njjxI+6J3313DOOXU6dOXrt+LSo6Oi4+Pu3p08ysrOycnIrKShzKMNXAl1JcUpKSmopw47b2dkCAh0dG0PdweTyVWiWVShlMJpZzcNdxuFypTGYwGORyudVqgRbdYrVAvq9Sq9gcTl9/P5vDgVoYLg6RSKTVaZVKpUKpEIlEGFTy+DyjyahUKvkCwSiJBJEqPHmQ+BMIhAECAfnYXd3d6MaAVASGFK6w7JycJykpN2/dvP/gQXRMNGR30TExV69dDQ0Lu3nr5v0H98MjwgsKC9VqNTjvn/eN/a2DWCqVJiYlJiUnx8bFQokN/WBdfT2kf0Ai9/X31zc0NDU342IEj01dfX3/wMDg0BAWOr19fXX19dU1Na1tba1tbcBmweNOplB4PJ5ILNbpdVwe7y+8OoHA6XTYbFYItt0ul8/rhYlgempqe2vr3ds3W5ubfv+4WqMWCARjPt/62qrT6WQymUql0ul0SGVS/NNR6Xv7+vBv3tTcDBJQeUVFSWnpEHFofn7u/xDK8e9UU9Gkrq+ttba2ZmVnl5SWKpVKk9m0vBR0OB3zc3OvXh3u7e4uzM293Nn58P7d/suX7968+fTxw6vDg7WVlc319dmZmeWl4PLyUsDvd7tdOp3WaDR4PG67wy6WiJUqJbR+Ho/b5/OOjfn0Br3VapmbnVEqlRwuVyKRcLlcmMvhGMYSRygScXk8kVisUqvEEgmKKI1OZzAYFCoVRlgGk0mj04nDw4TBwY7OzvqGBvTZRcXFcKmCPZKQmBASGhIeER7x6FFYePiVq1dOnz713XfHvv32m6OG9fTpU3fv3esfGPgf4Si/w/ObNXVv76VAKHiemVlZVSWXy/Z2dw7397Y2No5sPZAdbW1tjo2NCUWi1ra2ltbWAQJBKpVaLJaXOzvzc3Pra2vzc3Mz09NOl9NgMCiVCofTIZfLzRazTq8zW8xKldJkNun0OkTAmy1mtVqtVCo1Gg2XxxsiEv8yYWezq168YLJYOGfhN8VdGOJ4wJLguI+JjUFvdPfe3fCIiMSkpCcpKUd4wty8vMKiorz8fGxu8P2n0+lDv+A5Ghobh4eHkVCfmJSUnZNTWVVVXlEB0A90+dU1NekZGUnJyWHhYTm5uW6369ckZH/0mtrY1Hj5yuVTp05imYqaihzcs2fPnDlz+tq1qyGhofEJ8U9SUlLT0jKzstDWIKMR1kbQUsDowBqsq7sbfsee3l4SmczmcEDS1+v1ZrMJ01rC4CCZQqEzGHw+XyKVCoRCTHeVKqVILObz+VjYEwYHEUElk8l0eh2Pz5fJZGqNWiyRiCViOp1OZzBodDpqJJPFwqFgNBm1Oq1MLqPR6VKplMfjcblcDKyGiEQqjYa0DRKZDGc6zOm5eXnxCfFAQ9y5eyfi0aMnKSmFRUVPnz0LCQ1Nfvw4NCz09p3b129cv3f/Xlx8XF19/dJS8PO+sd88i9+/e1tWVhYXH49vU3ZOTklpKU403H4wPwBJGz6HsvJygFhBA6XT6aheQ0Qim81ms9kkMpk4PCyRSuUKeVd3F0h4FCoVA3wM2NHUcrhcq9Wi1WkVCoVEIlEqlUql0mIxezzugN+/vLT06tXh61eHqysrE4GA2WIO+P2rK8t2m43OYLA5HJVarVKrRkmkzq4uiH5hcMT3GqpjzMDKystJJNLy8tL/xTV1b+9lX18f2oz2jo5AwO/1eWG/3t3Z3t3def3qcG11ZX/v5ZtXhztbW68ODz5+eL+7s726sjw1OTE5ObG6urIUDE5PTY2Pjzkcdsx17HabRCpVqlR2u83r9bjcLrvdZrFaZHK5Tqf1+bwKpVIml2u0GsgRuDwevlxcLlcul9vtdpvdpjcY0FOBeEUcHmaz2Sw2m06nU6hU3GIhZ0NNrayqQreD2W96Rkby48eIHbx77+5PN3+KeBRx+cplOA6wUv3222++//67kydP3Lhxvamp6dXhwV+/69/h+fWa+unTx0DAj+8MYXDQ6/W+3N2Znp5aWgpi9nskG3t1eLC4ME+j0xBBPEoiaTQaMAt1Ot3ERGB8bEyr1ZrMJo1Go1KpbHabUqW0WC1YXOkNepvdZjQaIAnR6rSQUEskEplchuUKn8+HBF+pUlVXV2dmZWFe1NXdDRFv/8BAUXHx02fPEhIT8/LzI6MiL1++dPz49zdv3YyOifnp5s3kx4/Tnj6tqa1Nz8jIzcsrLSvLyc1t7+jo7eurrqkpLSsbJZFa29pS01Lz8vMbGhtpNBqFSn2W/uzatat3795JTUt9+uxZYlJSXn4+jU5nMBmdXV3IWE1KTg4JDW1pbVkMLv6zv13/ck9+Qf658+dOnT71/fffffPN199++80333z99ddfHTv27YWLF27dvnXr9q2w8PC4+LiExISExISnz57l5eeXlpWVlZe/qK4G7bKvvx+xiGB7NjQ2dnZ1UWk0BoPR09uLYa9UKpVIJAKBQKVSmc0mkViMWR/W5CQyGcAzPp+vUCr+8k3m8UZGR+sbGqhUKojBcrkcOmE2h40bNIVK5fH5SpVSKpPy+XwOh8Pn8wUCAXRMfD6fRCaDUCoSiRhMZk9vr0gkkslkRpMR//fWtra29vbOri5wUzHzSE1Li46JeRT5COMWXM7AYLp3/96Nn278dPMnUPhLSks/7xv7zYN4fm4uKTkZricIAMEuRyQqXkr/wEB3Tw/UmLCo1dXXA4zV1Nw8PDw8SiLB38Jis3A4ikQinK2jJBJs/lweDwkcQqEQfFckpKo1ao1WA2opm8ORSKUqtSrg98/Nzq6trLx+dQgDwsz0FLx5Yz7f3MyMz+s1Go0Gg14ul6OiV714kV9QgN4aNozunh4Wm93a1oYPXtWLFyOjI8Hg4v/vbvWf+cp+69fHjx9oNFp2Tk5ZeTlAClMTE263W6PRTAQCB/t7B3svDw/2t7c2Dw/2MZhcW119/epwf+8lILLBxcXFhYW52Vmn0zEzPRXw++UKOS6aEokEogSv14MpgtfrMRgNeoMezm++QCAWi8H0EIpEIpFI/ZfAeZPdbsNICagJMpnc2dXF4XJUKiUKMCKMSGQylEpgTL6ors4vKED2RmFREbZ1EY8ioPsFU/b8hfNff/3VN998jcEvhsA//HD80qWLZeVl62trn6NP/fnnT5ubG1QataCwsKOzk8FkWiyW5aXg2JhvbXX1iDX4+tXhwd7Lrc2N4OKCUCiEKY3FYimVykDAv7ay4h8fh70P+yooLc0Ws0ajcTodUIJYrBaX26U36D0et8vllMqkHC5Xb9CDskEcHgYkHXtppVLZ0tqam5c3QCA0NTfDFwz4UUVlZWZWVtrTp9k5OUnJyRGPIs6dPxcaFpqalnbl6hUMGGtqa8G7KSktTc/IQLQOIqJGRkdfVFcDFoH9GYVKLS4pQVINPB69vb0isdhoMsrkcoywoHuCNUImk757++Y/NfW/Ptk52SdPnkBm6tdff/Xtt98cP/49RsEXL128fef27Tt3wiMiomNiHkVGxsXHP332rKCwEJ4ZLEqHiMSRkZGy8vKU1NSk5CREDNU3NHT39AC20tTcjPfFZrMZTKZQKJRKpVKp1GA0IC6KODwMNxtw/DQ6nUyhoEBSabTmlhYGk8lkMnF2QzJDoVKhNhoiEvl8Po/PFwgFqMR0Op3P54+MjECIRCKTqTQan8/ncrkYJ46NjSF2g8fng3XQ198PJzQoB4TBwbz8/OTHjzOeZ+A/trGp6cj0HBMbe/3G9atXr1y7fu3W7VtpT59+3jf2mzVVLpfHxcfHxsWFhoWlZ2RU19SgaiIeFZluUPZCkwVnESQkNbW1nV1deBdHWBwEvYnEoqMfO5bQTCaTTKFwuVwOhwPoK6bBfIFAIBRabVaDQa9QKHQ6nVar9fm8iwsLS8Hg2srK1sbG8lIQQQhej2dxceHw4GB7axPibYVSwWAyOzo7S8vKnmdmYmdfUFiYmZUFRw2OAtwDSkpLR0mkhYX538DX/VvWVLRAKrU6Lz8fNwmxRMzn810up81mdbtdMzPTK8tLS8Hg+trqq1eHb16/evPq8N27t+/evX3//t362tr25sbB/t7K8vLc7OzC/LzfP47prt1uM5qMJrNJIpUYDAa/fxxKYPwNOp1OKBTCFSIUCsUSiUKpkEqlQqEQeQlanValUhmNRrPFrDfo9Xq9VqulUCiDQ0MyuUxv0KvVar6AfxR9hi8mst5g4igpLYXu93lmZnxCQmhYWFh4WGRU5MOQkJu3bp47dxa63xMnfkRxPXbs2x9+OH7hwvmc3JzJqcnPUVPfv3trMZuLS0oaGhvJFIpCqVxeCm6sr7ndrtnZmdevDjc31vd2d5aDwYmAf3ZmZm5uVq6Q5xcU1NbVMVksg9EwMRGYnZkxGPQWq8Vms+Knhu4T8UxardZms2IKb7VZTWaT2+0yW8y47BhNRoVCIZVKicPDUqlUJBZjgC5XyJtbWhoaG7u6u6trakhkskajwZoEUl4MATKzsqJjYm7dvpX8+HFkVOTNWzdj42IvXb70LD09Lz8/Kzv7eWZmSmpqQ2NjR2dn1YsXFRUVoKMhNZ5EIsFljIstQAFMFstoNAD5ZLfboJ+CejslNTUkNLSktCQQ8P/86wKHP+iTnZ194sSPP/xwHNK7b775+ptvvobz+scTP56/cP7qtavgzqempSUlJyckJoL6i5a0uqamr79/iEhEM5edk5OSmhoXH5+ZlVVZVdXe0UEgEJDaOzI6itEQSibO7uGRkfr6ejqdfqQtQiAJ/lcsShEmxeXx+AIBi81GSwQ9Ko/H4/P5CJJDcCObwxGJRBwuF40pjU4HQ3yISARtgMPhGAwGgVAokUggXILoRiaTkSkUGo3W3NICEXtZeXl2Tk5NbW1mVtYoiZSTm5uXnw/l863bt65dv3b12tVbt289SUn5vG/s18/iT58+9vb1xcXHR0VHh4WHZWVno6DCoAIA8iiJ1NLa2trWBjVmW3s7dqXw5nd0dsKwj7Vrb19fb18fg8mEtximVcLgIGLgsPXsHxig0emYJ3M4HKVKKZPLNBqNf3wcdEmD0WAym7xeTyDgn5me3t3defvm9cb6+sb62ubG+sH+3ocP71/u7FjMZgwYSSRSQ2NjSWlpZlYWdkBIwC0qLq6prX1RXV1RWYkB2FEgktlkevfm9f81NdXn88LEWd/QMDg05HI6DUbDcnDRbDYhJDG4uDA/Nzs9NbW7swMS4eHB/utXh4f7ewvz85vrawd7L3e3txfm5mampwMB/0QggE5UpVZhpWKxWqanp+bmZmemp6cmJ70ej0arEYpEao3abDHL5DK5Qq5UKTkcjlAklMnlKrVab9CrNWqguQ1GA4oFhUql0qgA2ymUCg6HA+wdgUA4isKtevHiRXV1dU0NkLGY/cbGxT54+CDiUURcfNz9B/evXrt6/sJ5DMmOHfv2q6++xOUe66eU1BSr1frXh/bv8PxKTV1cXOjq7s4vKCAMEnQ63dzs7PbW5lJwUaFQBPzj62urTqfDarM6HA6j0ej1eux2m0AoyC8oqKyqQiCXzWYbHx9XKpUarQbQKaFQiN2GVCZjslhYZeOXzWZ1e9x2u02n07pcTrFEDMmlSCweHBqSyWTQXvb29fX09pRXVHR0dkJc0D8woFKp4OPGmgRAjdKysqjoqITEhJzc3ITExJDQ0Hv375048WNYeNiz9PSi4uK4+PgnKSnYpmD+09DYiICFzq4uRFBBf8jhcCAf1eq0LrdrYX5udWV5eWnJYDAAw5aZlfUsPR1zhiHi0Nav21X/oE9WdhaS5P9rn4oL46nTp86dP3fx0sWHIQ9B+oXxMTMrq6CwEKPFsvJyHG0VlZXYiIMbAOV2aVlZV3c3TmdsMTFaJFMoff39wHq0t7ezWCwuj6tSq6g0GpfHo9JoIBIQh4chdoCIl8VmszlsTEfoDAaZQhGLxTK5nMFkIitDLBZLJBK5Qs5gMpkslkwmw5QSFix0aQKBgMlk8vl8OoMxQCCMjIzgH8pis+kMBtriIz5UTW1ta1sbWtXunp66+np8lkLDQh+GPHwY8jA6Jjo1Le3zvrHf6G8+vC8pLUlITIyLj4+JjQVktbWtrb2jAzmpcBCCfgyVL8wqEB8MEYk9vb3IHsFUCYHkNBqNw+Eguquvv3+AQEAjAtxj/8AAcXiYQqEgOEFv0Ov0OpfLOT83NzbmA7XDbrfZ7TadTqfRqBcX5t+9eb2zvTU/N7u5vvb+3duPHz+sra1aLGadTisQCHp6e9HTZGVnp2dk4AMGjQWG8LgNMJjMISKxrr6+q7ubzmDY7bZ3b9/8/P8FsfRPe2X/8w3+/POnrc2NpqYmoMraOzr4Av7ERMDhcCwFFy0Wi9Pp2N7cXFtdWV1enp+b29vd2Vhff3V4sLO9vbW58XJneykY3N7cPNh7ubK8PD01tRRcdLmcUMPY7DajyWi1WZVKpc1m8/vHJyYCSFJxOB1KlVKuUKjVaiRBIWMVxdVitVhtVkgTNBqNwWhQqVQarQZ3ULFEbLNZzRazVqfl/TL7RbeKHLraujqQH7BSzcvPT01Li42LQyxHTGzs3bt3L12+dOnSRbSnYKMe1dTTp0/FxsbIFYrP0aeq1er8goKa2loenz8xEcClb3lpaW52Zv/l7vr6mlAoZDCZFqtFpVbx+fyenh7ctTHz6e3rQ7gHvPMymUwskWAOxmKzlSoln89Xa9QgvZnMJrPFjEQRrU6rVqsACBQKhSw2e4BAwJUfiRY4Lnv7+v7SpgwOCoVCBGoCN1pQWIhVXGpaWnpGBrYjjyIfxcXHXb586e69u5FRkQWFhVDEIMA87elT6N9qamvxkjCsGyWRuFwuKLJ6vd7j9djtdp1ONzkRWFtZ8fl8Q8ShsvJyRMI9ePjg2rWrT589dTjs/61V/fnnT7/Le/p3fLKysxAg//3334H2gMHLmTOnz547C6MYJpz5BQXQiD5LTy8oLCwuKSkuKcEVra29vai4+ElKSkFhIXb26PNS09Kw/EYe3NERDBIWZrPE4eEja43JbFJr1CwWa3BoCMA8gNRJZDKHy+Xx+WwOByZ0THTx3RaKhACD8Hg8EL3R12LbJ5VKmSzW8MhIdU0NKIkMJhNFl8li8Xg8sUSMMHP8baidg0NDqMEYM+I/qr2jA3ol0I9T09Igh/68b+zXT+TVlZXEpKSY2Jjkx48Tk5JqamuLiov7+vubmpu7e3rw8+zu6Wlrbwe0AeIshPZgrNre0QHzN2CtEEPA8oslGbhmIDCMjI4i66Knt1cqlZpMJrVabTQZ7Xab2+2amAhYrVatViuTyzRajVQm5XK5Mrlsenpq7+VucHFhfX3t/ft3nz59/PTxw/7ey7nZGY/HzRfwMZwH8TQnNxfZjlivZjx/nl9QgKMD//Sm5mYanc7j8wmDg0wmM7i4ANbVv2lN/fjxA4lMfpKSkvH8OZbfCqXS6/W43a6lYNBmszqdjtWV5Z2tzfXV1Z2trUDAv766+gau7vn5tdWVmZnptdWVzY0NqJMmJgJGowGT3kAgYLPbLFYL6NkBv39qcnJmenp6aspoNKrUKqVSqVQp4ahBZqJcoVCqlBaL2Wwxq9QqsVisVCnRsOoNeqlMxmQy1WoVZpxyuZzH41EoFNzGYFdra2+HiQvjyazs7PyCgrSnT9GnhoWHR8fE3Lt378LFC5cuX8KE7L/V1FOnToZHhHO53M9RUwcIhOKSkt6+Po1WMz09tbO99fb1q4OD/a3NjXdv36ysLHN5PAaTIVcosOxs7+gYIhIBvgGhHh4jkUikVCplMplMJoNki81mS6VSFpuNK79Gq7FYLWaLeXx8zO12yeQyoVAIepxCoUCeLZiuHZ2dEomEyWTK5DLi8HBtXV1HZ2f/wIBcLocjoqi4GCykyqoqQCChIG1uaYmKjgLFJiQ05MaN64lJSRAcPX327OmzZ2DJQvVXXlEB2ArgWMMjI2hQ8FmxWMw2m3V+fg6ZDAQCASCCp8+eRsfE3L5z5/ad26OjI7u7O/+pqXiysrPOnDl99uyZU7+E0uDDff78uRs/3Thz5vSJEz/evHkzKTkZoomy8vKS0lJcOcvKy/Fxau/oyC8oONIoNTY1dff0oJvBFRVIvO6eHlB7gMVBkjm2LwwmU6lS6vQ6gCDEEjFWrRgfwZfM4XIFAoFQKEQ55HC5EB9Bx49BLlpbLFBZLBbEMuBgU6hUkVjMZLFg7yFTKEwWSyQS4VoGJwAKD9y08JxAGdfW3l5RWSkSiWpqa/HJhH/6SUrK88zMz/vGfv1E1uv1kVGRR/gkXFUhvERpJJHJaFLRa8JHBGYh+lfsnmGNOLKuHtFA0cgCWEin00F5xaCYx+MJhUK1Rm00GS0WM7ZCOAoYTOZRgo1Wq5UrFG6Xa3x8bGV56cP7d69eHe7vvdzcWJ+cmICkA7I18K1ycnMRS9fb19fc0oIMgNKysqzsbJArILdkczj9AwMlpaUvqqu5PO7U1OSH9+/+4QTcf9or+2+/Pn366HQ6n2dmRkZFFZeUwN6t1qj1er3H456bnTUaDW63K7i4uLmxPjszvbG+tra6ur/3cmd7a2NtbWF+HrOB6amp2dmZubnZxYWFpeCiyWQ0m03TU1PT01NwqWm0GrvdNjkxEfD7AwG/y+V0uV1mi1kqk8pkMtRXnU7rdDpcbpfT6cDiT6vTqtVqs9mMWmCxWnBbcjqdRpNRrVaLxCI2mw373PDIyACBQBgcxIi+obERw4a8/Pyi4uL0jIyY2Ni79+6GhoXGxcffu3/v6rWrFy5egDTy66+/QoYHZEonT54ICwtjMBifY/bb39/f1NzM5fEcDjtyKOdmZzY31tdWV3a2tqYmJwUCAZfL5XC5AJ8idicvP7+5pYVCpXb39MjkMqVKhfMIuGTYDHh8vt6gp9KoOOBgE7TarMilUaqUMplMIpXgLgOXgkKpgFFVp9fx+Xyv1zNAIKA7aWltlcvlJpOxt68Ps18MBGrr6sAHgDiluKQkPCI8ITExJjbmYUhIdExMSWnps/T0+IQETEKO6jFqMAzF7R0dGElhUi1XKMCKUiqVXq/XarUODg1l5+QUFRfhRd6+c/vK1Su5eXk+n+8/NRVPZmbmyZMnIFPCPhVXxVOnT4VHhEdFRyMBLSw8LCU1tai4GC8RWI/SsrL6hgZc0Z5nZoIwAFUw/IXDw8N0Or2vv/+I5NzV3Q3/DBarEJSy2GyxWIzrmkgkEggEOIgFAkFnV1dNbS2mlDDVoFWF9k0kErE5HAqFAsY3KOE46CG3YTKZxOHhmtrajs5Os9lEZzCQuILRsVQqhV4RiH/Ag8BWRN+GFWNrWxuCzUdGR9s7OgoKC4EAKy0rS8/IKCgs/Lxv7NdrKpVGC48IR3pxdExMZlZWQ2MjRugUCgXXZYyRsNsmkcmInob4C50fiUweHhmh0mgA2cN7cxSwir0p0nAhye7p7R0eGaFQqXQGg85g6PU6j8dtMpv0Br3FapHJpAqFAj5Im80KGqVGq/F6vctLwVevDj+8f/f+/bvdne3FhYWV5aXNjXWTyTg4NATcKfgApWVlff39vb29SISFuiolNfV5ZmZjUxOFSlUoFWwOB3MRXAUYTEYwuPjhw/t/gGL4T3tl/+3X68ODxsZGlJnGpqa+/n6pTLa8FLTbbbMz05sb61arxeNxT01NzsxM+3zemZnpudnZ7c2N5aWltdWVtdVVqI3m5mYXFxeWg8HFhYXp6Sm9Xm+xWCYnJwIB/9iYz+lySmUyvUHv83mdTofeoNfpdGaL2WQ2KRQKjUYDULZarXZ73GNjPgQVRLUAACAASURBVIvFbDabHA673W5zOBxut8tqsxpNRoPBIJFKtTotWME6vU4ikTCYTOLwMIjQ2Phgl19XXw/Sb35BAeJSoKQJCQ2Njom5fv3a+fPnAHH75puvv/zyiy+//OJIA/zjjz/cuXtngDDw1yC83+H5lZo6Mjo6ODQILa7dbnM6HSvLS1sbGwvz8x6PW6fTkkgkDofD4XLZHLbeYBgiEguLinLz8hoaG4HPpTMYJpNJIBAwmEypTCoUCoH35AsEdruNwWTqDXqlSikWizUazVGwsEqtMhqNBqPBYrW4XE6xWKxQKORyOYfDGRwa0uq0DCZTKBIhugubGxqNZraY+wcG8PPF8La9o6OktBShxzW1td09PVnZ2SmpqSmpqXfu3kEYamZWVmRUVNrTp0jVeFFdXVlVVVFZWVFZiYYbPvS29nYKhSIUCiVSCba8EonEZrNpNBoyhYIQuoznz+HeuXDhfEJCgsn0VxFCf+iampUJjRI4JseOffv111/hY33x0sVHkY9CQkNu37l9/8H9yKgoODQqq6rwHssrKjCNR29XUFgICxpaVQx7R0kkoVBIZ9CbmpuPmDi/xE6JeXy+RCLhCwRyuVwsFgtFIoFQKBKJeDyeQCCAwhyXJ2xlOjo7UR6wl0VxPdLu9/X3Y+gEmAtM6wilIZHJqN/E4WGhUCiVydD4isRiNofD/KVJBQSczeF0dXd39/RA/ob2urOrC/Ic2FhzcnOzc3Iys7Kqa2o+7xv79Zra2NQEuW9cfHxcfHxqWhoQ3GhDUSkh8gKUFQWSTCZjWk6l0bBAxVyXyWIRh4fRv6KaQsGA5qOjowPp5a1tbaMkEkbufIEAOULYt+kNeovFYrGYx8bGHHa7TqeVyWVcHs9kMvn944uLC8Hg4trqyt7u7vbW5vLS0u7O9t7urtfrFQiFWN8iQDAvPx9Q4p7e3sqqKgR1gEJa39DA4XKtViuFSq2pra168QL1GPYhiUSyt7v771JTJVJJ8uNkRCtCfyBXyBfm5ywWs06vGxvzSaVSvUE/Pzc3OREYG/Mhy2RmZnp7a3NrcwMraqfLGVxcmJ+bm5uZmZ+bm5mZNpqMZrNpYiKwvBScnp7yej1oPScCAb9/HBXR5/PZ7DbIkYwmI2KjvD6v1+sxmUxGo9H1S/pTIOB3Oh3oUw0Gg8lkcjjsLpfTYDBIJBIOlws/OoS+SERAywSBUl5+fmFREfDvt27fCo+ISEhMvHb92unTp06fOY0h2Rdf/OnLL784Gv/+8MPxGz/d6OzsfPtXfo3f4fmVmgpE3+zMzOTEhMfj9njcszMzExMBs9kkEgk5HA4+61QaraPzL3ET2Tk5BYWFTc3NPB6PxWbL5XK9Qc/n86VSqUAoQDQ0ZilWq4XJYmGTCpeq3WH3ej1yhRxSILfbhTw4sVis0+uEQiGPxxslkeAIdDjs/QMDXd3dLa2tDY2NI6OjZrMJ30bC4CAOVpySTc3Ng0NDLa2t8PlkPH+emZUVHhEREhr6KDIyMSnpYcjDyKioxKSk3Lw8gM4RffM8MxPmLYz7kNPJ5/ORVaLWqGUyqU6nFUvEwyMj5RUVaU+f3r139+zZM2fOnrn/4IFELPrw4f1/auqf//znnJycM2dOnzx54oj5gNvi119/debM6QcPH4SGhd66fethyMOY2FhAhcrKyuobGkpKS3HFeVFdXd/QcOTQr3rxAncmFNr2jg5sTLGtbGpurq2rGyISyWSyQCAQCARI9GMymWKxmMVmQ2gKvD5GshjAwuWCDw8ipbD+R7Fks9lofIGAEAqFPD5fKBRyOByBUGA0GgEWFkskUqlUqVKqNWoOh0OhUuESodHpmEXLFXKpTEqmUHp6e8GU7+7pGRkdJVMoUMbBYYJGqrqmJjcvr76h4fO+sV85kT9+eF9aVhYeEf74yZP4hARMpPsHBto7OiAmQhwFJNOgpnR2dWF2SqFQKBQKbDNkCqW3rw81eIhIxHigqbkZ3SqiY/BmYWupq68nk8k4Z9gcjkQigRlPLpcDjGUymTRajUAoRNCbQqEwGA0ul3MpuLi+thpcXFiYm9tcX9/e3DzY23v/7t3C4oLBaBAIBSBZFhUV5ebllZSWDgwMcDicxqYmiIEznj/HUr+vv5/H52HA2NnVBeQkgDOVlZUMBmN7a+tfgJ72t9aoP//8aWVluaCwID4hPiY2Nr+gADVVrVEHFxcNBgObw3E47FKZzO1yTU9POZwO35hvfn5ucWFhfm5ufW0VS9bg4oLfPz41OTk9NeX3j8MtYzKbDEaD3WGfm52BaszlcrpczpnpqcnJCa/X7Xa73G63w+lQqdUKpcJkMjqdDpPZ5PN5fT6vWCIWi8XYkY+PjwX8fqPRCK0TqoPRaDAajQqlAhI/EpmMPXdzS8sRnhBAGHhpSsvKMp4/fxQZef3G9YchIXHxcSAonTl75vvvv/vyyy/+W009fvz7y1cuNzY2/nU6ze/w/EpNBSbwAAP1zY35ubnpqSmv1yOWiIeIRAaTyeVyWSxWZ1dXQ2PjESu8pLS0vqEBR4lKpZJIpaMkEm7rUqmUSqPh+BMIhVQazWg0+nxer8+LH6LL5eQLBA6H3WazTkwE3G6Xy+2SyqRQXTOYTC6Pp9Fq5HJ5wO8XCAQDBEJ9YyNQSiw2GyY2rIEBgsA3lkan9/T2CgQCVH1Y0+Li40PDwhISEx88fBAXHxcZFZXx/Hl2Tg4GjABHlJaVjYyMsDmcv/xr/2JhlMllOr2OL+ArVUoOl4NI85TUlOs3rmNxeP36NRJp9GB//z819c9//nNuXu7Zs2cw+0VNhe365MkTN2/dDI+IeBjy8MHDB/cf3H/85El6RgYyyevq63ElAu0SkmygfQuLiiqrqtra25FOA+wOAtf4fD6NTm/+JVcZKjOE1aBVQi4jGk02m00mk8lkcltbG4vFwtASEZI1tbWDQ0PIqIflBrIjNocDMzQaWSaLxWKx2Gw2XyBQqVUsFgtbPbFEIpFIxGLxyOgom8sFV6i7p0ehVBiMBgqVCqVMW3t7e0cH+jaxRAKpDsAxSPmtqKzELuPzvrFfOZpfHR5kPM+IiY0FPT8xKamktBQCJejkkYQqEAgEQiGaie6eHjKVymAyGQzGyMgI8mthPUJTDuQCtqroOfDTQPPa29fX3tGBbTrk3IA8SKVSLo8HF7JcLlcoFUKRSCKVarQaLN5AbB7z+Rbm52empxcXFvb3Xr57++bD+3cfP7w/2N+bm50xm00UKgV9NrJU2zs62Gx2c0vL02fPsnNyEChZXVMD7TGIxEfu24LCwqzs7OycnMKiIiaTeXhw8Bv2uX9+Tf3zn3/+8P4diUwGpywpObmxqQlTAb1BPzU5aTQap6YmtzbWHU7H+Ph4IOA3GA1Op8PvHw8uLMxOT8/Pza0sLS0tLk4EAgif8Pm8ExOBQMDvcDrMFrPVavH5fB6PWyKVqNRqoJgnJycmJycwLvb5vL4xn9FoNBgMHo8bWAKPx+PxeKxWi9lsOlIt2ew2iVTK4XDkCjn+itlslisUoyRSc0sLRgXgh+CSjRwkpNSVlJZi9vs8MzM6JvphyMOExMTYuLgrVy6fPXvm6tUrFy9d/OqrL7/44k9HZRUypXPnz5WWlm5ubPyv11SbzRqYCLx/9/Zgf29vd3dna2tubtZoMrI5nMGhIR6ff8Q1hfW+vaOjuKSkorKyuaWFzeGIJRKlUsnj8QYIBECTEYxFplD+gnBkMtVqdSDg9/vH9Qa93WF3Op1sDsfpdNjstsnJCbvDDmc3MCtUGk0mk2k0GrVGHQj4qTQawL8onHQ6HUpLjHwhym9obOzp7eXxeF3d3Vwul0AgvKiu7ururqisLCgsRA42woAioyLBWnv67FlsXCy0MDW1tbgrwAjV2dUFtQuYk1qtxmg0cnk8nCy5eXl37t45feb0xYsXrly9kl+QPzbmO/qm/ZFralFx0ZUrl0+fPvXjjz8glAbqgK+//urkyRO3bt16GBJy5+6dkNAQxAdlZmXhhw+tWUdnJ1QJR0RWfHOaW1qgNYWajEKl4heJTB4lkWCsQi+IQHI6nQ4JPnpBGG8wvG1rb8fGji/gQ5ja1t5eWVWF/R+JTGax2Vwul8/n83g8MoUCQiF0T/hTsJagHIZEQCgU8gUCqAeAMlBr1DK5DB47NpuNPFEmiyWRSjGXZnM4WEMCQA1KX21d3b9CTd3b3cEJVVxSkpef/yw9/XlmJgoM9FZICwEoAz9eDI0wP8eaBtISbJERhAAB5/DICKjIkC909/TgVEFN7e3rY7PZDAaDwWBAw4HCzOFw5HK5VqcViUXIolcoFCA2qzVqbI48HveYzzc1Obmzvf3u3dv3796+ffvm5e7OUnBRLpejTKLXaWpuHhoa6uruzs7JycrOhq2rr69PoVSQyGQqjcpisxAVAMFzxvPnzzMzYSvQ6XW/zYX4p72yIwnV9PRUZlZmZFRk8uPkmNhYLBoGCASVWjU5OWGxmMfHxw7292ZnZyYnJ3w+L4BHHo97empqbnZ2ZmY6uLgwNzvr8XrsDrvH47ZYLbOzM7OzMyaTyeNxT05OTE5MuFxOiVRqMpnGx8c8Xs9EIDA1OTk1OTk+PjY+Pub3j+v1ejA6pFKpWqP2/oKDcLmcRpNRqVKCrGcwGGQyGTijZotZo9UgovyImw3uOjZELa2toGCCjgndHK59UdHRz9LTsU89e/bM5SuXL1y88NVXX6JV/eKLPx0plU6fPpWbl7u0FPxfr6l6vV4kEi0tBQ8P9rc3N5aXgrMz0yqVSiaTCYQCJpPJYrOpVCqmND29vRA019TWtrS2InCALxBwuFwSmSyRSvBZl8llFCoV21YanW40GTF/B8hQb9AzmEyv12O2mJ0up9FkVKlUiApBTVUqlXqDXqPRsDlsoCAB5u3q7maxWOAXEgYHS0pLIe7Htx0LHgqV2tXd3dTczGKx2trbW1pbK6uqCosKI6MiH0VGhoaFYvAInkDG8+dY2lXX1DS3tGAHXl5RgW4JxzR0FnX19eiZysrLQ8NCz549c/HSxStXr9y5e4dKpRy1qn/smlr8082fLly88MMPxyFQQiAw/vjcubN37929d/9eWHhYQmJi8uPHqWlpwOhD0IsUKjSFg0ND9Q0NuKs2NDaCBYFL95E5FXFvEPsAktU/MIA1HqDQUMRgc4lkG/z+AwQCmUIGHq+ruxtiwqbmZiz/MHpCL6vWqNkcjlQqVSiVoyQSpsQcLhcUPVRH6NXpDAbaMplczuFyqTSaXC5Hd4tFLC6XGGr19vVhTI3uHGdfTW1te0fH531jv3JAb26sJyUnxyckwHDS0toK7QKW0LgcwOCLbMsBAgHJjL19fVQabYBAwDUXjFZoZKg0GqRkWFH39PYChQHYAnQorW1tWNPS6HTwIBGryWQylSqlRqsxGo1anVaj1RgMBoVSaTAaXC6Xx+vx+8edTofP53U47A6nY2115WDv5dvXrz5+eP/+3duXuzsOux3z5yEisaW1tbaurn+gf3hkJDsnJzUtDckZNbW1NDpdJpNZLBarxUIcHi4tK8vOycnOyXmWnp6ekfEsPT0zK6u5pSUQCPxTSS+/WVM/ffowPDwcFR0VGhYaGRUZExtLHB6mMxj9AwNanXZqatLn866trrw6PNja3FiYn7fb7QqlYnIisLgwD7lvcHFxYX5+eWlpcWHB4bCjMUW4ExIpPB43WiO7w+50OZ1Oh8vlnJycAGjJ4/U4nA6fz2s0GoRCIZ/Ph/ze7XEHAv7JyQmv1wvHGgwgKKtmixmeY61Wa7PbzBYzoKFIJu/q7kZ6ID4hCO4EXLqyqgpjyJjYmNS01IhHETduXD9x4scrV69cuXIZW6cvvvjTn/70/xy1qidPnsjMfD4/P/e/XlMnAgGfzzs5ObG0FNxYX8P2GMRUiUTCZLHYbDbAMbjrtbS2lpSWVr140dLaKhKJjCYjVlmjJBJ0RjqdTq1R4/ggDA7CpWOzWfUGvVanNZlNSqVSKBR6PG6D0WC1WW12m06nQ3YNvkgKhcJms6rVKthV4T6sb2hoaW3lcrlwNQyPjOAuefQFhqsB8v36hgatTjs0NEShUsFnLysvT01LTUpOTk1Lg/cOJ3t8QkJiUhKKK+ADefn56JBAWcP1FoHM2I3HxsVdvHTxzJnT586dvXzlcltb69ra6n9qanZ29vnz5y5evHD69CmQH86cOX3z1s2bt26ev3D+1KmTJ078eObM6Vu3b0XHRIOm9DwzE2Z8EK8QHzREJDKZTBKJ1NLaCmQuRKE4keFPBS0Shsie3l5EFiNi7GiiiL8NHw/YIru6u3G2YkNDGBwkkUg43MHWQRRob18fvFs8Hm94ZEQgECgUChROhH2C93tUXeB27evv53A4gl/8OWKxGPPnURKp6sUL7i+FFtVFJBKBOltXX4/utrmlZXhk5PO+sV85oBfm5xOTkqDsKywqAiUUK09ksGPzgv776IePtTdeEPIMoIHoHxg4EjSh6cQPv6u7G78tdAw0Oh3yJeTSIBP3KKYGjalKpRIIhTK5DLgYICEdDjuu5nBrBPz+8fGx+fm5/b2Xr18dfvz44f27t/t7L7UaDXF4eHR0tKW1tbSsrLautrmlJeN5Bk6AJykpJaWloDQzGAwejwdDV3FJCXw46RkZT1JSnqWnp6am9vb17e7s/PNIL79ZU+fmZjOeZ8QnJERFR9+5eycuPp7JZBoM+lESyWAwzMxMe7ye9dXVvd2d/5e99/yO4s62v/+i515nj21yMDmjSJBEVCRnRAYhkFBGAVDOUufu6qrqVJ1zbqlbqXNQTmR7jNfvxYa+c+/yS5uZWfP04oUXyEh0ddX5nnP2/uwRnzcWjVgsFp1OFwj4Y9Ho/NzsxPg4FqjBQGB0dMRqtWg0GkS5TUyMh4LBYCAQCgWDgcD4+BiMpA6HPRQMhILBgN+fiMcnJsZBkzCZTAKBQEQQDofDaDDY7bbR0RGfz4s+VcEo9HqdzWbVaDV6vR6F2Wg0WizmoSGP2WySK+SEWIyUcggRknFGIMuC3lP66NGly5cLCguOnziem5eXlZ21Z++eNWtW79q1c9fuXT/++MO3337z9ddfff31V2hVUVMvXLwwNj72l9fUxYX5N29ev3q5vLy0CF6Gw2FXMAzDMBRND7JYLBYLpgJwF5tbWp5UVGBeyuFyNVqNTCaDWEsml2PDRIjFff39wKbUPX0qJsWg6qs1ap1Op1Ao1Bq1zW5Ta9ROlxNV1mazMgwDEKtUKnU6HUBM0DSNOR52HlKplM/niwiCw+FgcIebAXNpDoeDnejzFy9g6aElNAZTeHLVPX0KRDsCN06fOZOXn59fUIDlClTB8BQX37hR8vDhk4oK+NggNjt77tyZs2fPX7iQlp4Gku3Pm36+eeumz+f7/2vq5SuX8Z6sWbMaMiWMfLNzsrdt2wocxLp1a3fu3JGdk4O0PoSIgWZ++86dy1euAAcBHA8y4O7euwfMDWYSIAlARYK5IgonuiK4HuHK6OntZbPZMI9jhPv8xYukZ2NgcBADXvRbgATdun27orLy+YsXjU1NHA4HgibACnCTD7JYfD4fAxicNbHskMqkPb29HR0dGIp2dXejiKIIPXr8GE0z0uL6BwbEYnFvXx9WqigzOBR+3iv2Bw9orU579ty502fOXLl69UFJSVd3d9KNinsfO2ZMzhEZ3dffD3lgbV0dBvgNjY31DQ2ooPiH9w8M9A8MtHd04IGAphx/A8yIGAgPslhisVjy6RkiEArxrFAwCrVardVp1Rq1WqMWESKCIAwG/ejoyNjYKM7loWBgdGTEaDKGw6G52ZmZ6al3b98gFjQej5lMRjFJPnv+HJNDJHFeLy6urqlpbGqC3wa4qN7e3oaGBpBNEeiL9eSJkyezsrPu3L3jdrv/1Wrqhw9/HxwcPH7i+KXLl8+dP79//76TublsDsfn9YoIQm/Qj46MTExMLC7MJ+Ixs9kcDPjNZvPQkCcYCISCwXgs6nI5oTkaHx8fHh5yu10ul3NkxDc2OurxeKKR8GQiMT01GY/FhoeGhjyeifFx/8REKBQcGhryeoejkUgoGMAwUq/XyWQyiqIcDofZbLZYzHa7zWq1Dg8Peb3DkCNhXwv6hMfjRhNsd9gZpTLZMuHghSMvQJjYp0LMWPro0dlz5/Ly80/m5hYWFeUcObJn756VK1ds2bJ569Yt33//XbKgwlQDTurZs2d8I76/vKYiePz1q5fLi4vxWCzg9yMGj5ZIADsVCIUsFgsuPSjR0VvU1NZSNA1nPUVRIoKQyWUKRsEoGYqi8FiRyqStbW1cLhddv4JRaLVamUwGoJLBaHA6HVqdFuFBMpkMzm5GybjdLp1OJxQK+Xy+QCDo6+9HI8IoGT6fjwYaOTOY7z17/hwjQQz6enp78X9JJBJMAju7upBYktS/gFz46PHje/fvQ7WEOc/Zc+ew8Lt46dLNW7ewU0Hc1Sdwc96evXsgxlm/YX12TrZMJoXt6T+6pl6+DIgSXDQ//fTjhg3r9+7bm3kgc+u2revXr/v5541bt27ZvmN7RmZGXn7e2XPnYLrHdgTUoZKHD6FUwpju3v37AKAjogtsBzx/oaSFSA2XOFlrk1QzbE/RTjW3tGB9gHUgGk1sB+GigV4fiC54r9GzIh4ZChqoBLg8nlAk+rhz5fEGWSwWm9XR2fmiuVkoEmGbiAFyX38/NBd8gUAoEmFdxOZwuDwe9LEo/DiS8wWCz3vF/uABLZVKcXAsvnHjQUkJwvU6u7ow7MH9xRcIYD8F3xxSXgzesd7GwKCjs5PL4+GJkcSiQcxZVl5eXVPzkQvB5XZ0dlZVV7e1t2OZzePzcZiWSqVqtRq5QIipUSqVarVaJpcRYrHBaEiqUkd8vhGfz2QyGo3GQMA/mUjMz86+ef3ql/fvPvz298XFBZ/PxyiZtvZ23O9l5eUPSkquFxdXVlW1tbeXPynPLyhIUr1wqsBG/8bNm5cuX87Lzz+cdTgtPa2gsEAoFP6RXfWfdsl+//3D1GQCCR+Y9xw8dPD4iRNsDttut4lJ0mgyut0un9c7NzM9MzWJztLhsI+OjNjttpERXyDg9/m8WKB6h4ddTic8rMPDQw6Hw+fzhkLBaCQyPTUZCgYn4/FEPBYM+EdHRpAc5/N5R0Z8Xu+w1Wa1WC1Go9FsNul0OrfLhSkCwmq83uFwKOQdHoYwyuV2mS1mh8OOVtXusNvsNqVKyefzwVFqevYMh+DGpiYshtHhwFv8sLT01OnTiE4qOnUqKzsbNXXjxg0bN2747rtvv/nm62+//eYfa+rq1asKCwvcHvdfXlPfv3+3OD+/OD8/MzXp83rtDrvZYibEYsggocgA3hoKxhfNzWjpyp88EYpEKrVKKpXyBQIFOAlA/pJkd08PtAZIGqdoSqFQYGIjl8vNFjMugN1uU6lVCJGXK+QgwOHOYRgGDz6JVIK7rrqmhi8QwNoPvX5VdTUhJnD+pWgaKJzunh4xSQI3KiZJsEbxOEBqGGZZSB1BlqpQJGR/+v3LV648Livr7e2trKy8/+DBw9JSnCEAbDp/4cLRY0d37tzxsaauX7dz187GpkaMf//DayoCC4F6+P7779atX5cMYALGeuu2rZs2b8rIzMgvKED+D5Ju792/39DYiNXmw9JSdA9P6+tLHj5Eu1D+5Amyb+FUaWtvB00pSefBbhUJu+AuYUqJkxZGwTiWvWhuhlMCJRPyJaFQiG4J/S6q79P6+rb2dpRh6JswrWGx2Rjq4rvjhsehDUA1iFc5HE5zS0vJw4ccLtdoMqJXQz4ofjDYNAdZLBRjmVz2ea/YHzygaZrOL8jPy88vvnHjYWkpyl5Pb29jUxM2yp1dXbD8YqkMHT4uCrIoYBDAJhUXAlZgNKyNTU3JlBtI0qAsw5UVCAQMwwhFQpqmFYyCpmmVWgXyAxAxMplMqVTqdDrkwSE63mw2j46MBAOBRDw2lUiEwyGX2+VyOWempyAD/vuvv7x+9XIykbBYLBwOp6q6+sLFi9euX79eXPygpGSQxWpta8VJ4srVq9euXz91+nTxjRstra1ImEeyZEFhYXZOTlZ2dm1tzcvl5X+dmvrhw28IkL97715ZefnVa9cAfBAKhU6ng6QotUbtdru83uHZ6aloJBwJh/3+CZfbFQoGJxPxaCQMydKIz4cJMIa0LrfL6x0eHR35aKrxekPBYCgYnJpMJOKxUDAIWyqC4j0et8VittltCFi1WC1mi3l4aCjg96tUKhFBKFVKr3c4EYsFAwHEw+GL7XZ7UqZksZjNZpOYFGMMCTIBdgQwNyOh4f6DB1A1njl7FiPG02fOZGVnpaSmrFu/btv2bevWrf3uu2+/+urL/9Onrl696sSJEwaD4S/PT33z+vXM9NTS4kIwGECanUarwQ2PMzWeBXAFQE9RfOMGYL9cHk+r1TJKRq6Q63Q6o8lot9vUarVAIEAmF0VRKHiDLBZN01qt9uNtYDG7XE6ozlwuJ/y/hJjgcLkKhQJUDpIkxSRJkqRCoQDWtay8HA8jJIRAOQnX+SCLheEzi8VqbWuDGRHYub7+fqlM2tffj2BkUO5eNDe7XS6SolhsNlJolEoGoRkPS0srKiv5fH5TUxPG97du38YcGLzftPQ0qFtXrVq5Zs3qLVs237x10+v1ft6761/udenypWRNRSjEjz/+sHXrltS01O07tq9cuWLTpp937d61efOmzAOZ+QUFsKgiiwrEaUzkgIvDLzByr12/jplwdU0NiFofFUltbYJPPRO4PN3d3Vjs9Q8MQJ2LAWxHZyeLxapvaIA0Cf7I6pqaisrKpIWjr78fcW9Nz57VNzRUVFaWlZc3NDY2PXvW09s7ODiIISc2ssh0xHIXRVcoFNI03drWhk+aTCYjCKKltbX00SOlUknRNPrj5y9eiAhCJBIBzAQdXE9v+DzzKAAAIABJREFUr96gF4vFn/eK/cEDmqKoCxcvnj13DufI5y9ecHk8kiQRHoBHASKn+vr64Jnp6u4GTAMYPIFQ2N3TU1FZCaMn9jIQauERCbAzm83u6+tDg97a1sZisXp6e4UioYJRCEUimVz+Efxr0NvsNjw0lColRVNyuRzWCyAF1Bo18M7RSBgx2kNDHpvNajab4vHY33/95f27t7+8f/f3v//6+tWrgN/vdDj4fD5opg9KSm7dvt3W3t7f319ZVXXn7t0TJ0/u278vJTXlxs2bySQ78PDOX7hw7PixnCM5l69c0Wq1/zo19d27tzU1Ndk52aAqXrx0KSs7+9Tp0wRBjI2OqtVqo9HgcjlHfL6F+blQMBgOhSLhsNPphE9mxOeLhsNoNMdGR8fHxoAeNJlNLpdzYmLc758YGfFZrRbv8LB/YmIyEUdIXCDgHx8bCwT8oWDQZDQajQa7w57slBwOu39iYiqRMBqNSpXS43b7JyZi0Ug4FLKYzQaDwfypf8WG1Wgy2uw2u90ukUrEYjGPz8dpDN0qJA4gr6HPAc6z6FQRRL8HDh7IyEjfsmXz9u3bVq1aiZr65ZdfJLvVH37428qVK44dO6rWqP/ymjo7Mz0xPpaIxxBCKSIIRqlMxh+KRCKMdzDghgbh6rVrt+/cqaquZnM4ABaSJKnRaAwGg8VikSvkPB6vuaWFLxBIZdLevr7+/n6CIJCWp1KrVCoVJul2uw2oQkSqsTkckJgcDrtCoZBIJRCGUBTV09uL2SCmeVjGwF8BWCiHyxUIBGq1Gk9YBDfK5DIWm8XmcBAwQtO0XCGnaZrN4VA0HY2EGYZBLw45vkAobG5pKX/yBCxTaGRKHz0CJqL00SNAJtPT09avX7d27ZrVq1etXr3q55835ubl6nS6T5fqP/R16fIlOFNXrlyxbt3aVatXfffdt2vXrtmzZ/fuT9iwzZs3bd26JT0j/fiJ40iMh6UBbEKYOx89fvywtBS9TvmTJ1D6IQq75OFD7Dux2q9vaBhksXD+Y7PZsNaAlQ8DDI/Pxy6Aw+EgfK25pQUEia7ubjRVEBJ3dXejqQKudpDFAhoCkFvMPJpbWrhc7vMXL3DcRHva3tGhUCgIsZggCA6Xm5T4iggC0+PKqiqE1SDjrLGpiaZpSIghUC9/8oTH54tJcmBw8PNesT+uqRcvXbr/4MGdu3fxD2RzOARB9Pb1IRQPulyJRIK4PexHwfZD+84XCPr6+jByByQLdytKLO7iuqdP+/r6enp7WSwW3pOu7u629nbwy0iSVKqUNrvNaDQiwMRoMmIGlmTJ6g36TxMyfld3t1AkHBoaGhoaApfNbDFrNJrx8bFf3r+bn5ubSiTevn797u2b6cnJSDhsNpsqKisRfHT33t0HJSUtra2VVVUIkM/Ozj5x8mRTU1NXd3dFZeXjsjLozy9fuXL02NEDBw/kHDlSV1e7vLT0+/+aAP8TLhnUSQH/xKXLl7OysxEWkpefd+z4sfsPHkBbMDAwABdNwO9fWpiH2ijg90M0hO5zajIBGdHE+LjXO+xw2I1Gg9ls8njcQaiQAv6xsdHx8TGX2xUMBGLRaCQcBhk4EY9NT00Bc2ixWjxut9c7PDQ8NDw8FAoGpxIJp9OJmhoKBsOh4PDwMKoA5NyIe0s2qUaTUa3RqDVqgiCgnMDst6q6uqq6+v6DB/fu30fexqPHj8F1v3T5cnZOzsFDhw5nZW3bvm3rtq2rVq388ccfvvnm6y+//OLrr7+C9PeHH/62atXK7OxsBaP4y2tqPB7zeofjsajdYZfJZSRFqtRqbJjgooFNGz340/r6svLyK1evQnA7yGLJ5DKpVCqRSiAigBZJJBK1trXhhAtCDVhLOp0O5GWr1WIwfoylNVvMDqfDarXw+HyRSCSVSf0TEzq9jhATA4ODUplMrpBjdoRviocRHpo9vb0SiQTfItnRgifH4/NlchkUJRKpFFQd/JAyuWxifGx2ZlqlUlE0rdfrQ8GAy+WUSqXYxqG3rqmtxXbt9p079+7fr6isxOw3JSVlzZrVmzdvgsB13bq1GZkZYjHx66+//CfPfi9euohl6ooVP0Hl+9133/744w+bt2zet3/fli2b165ds337tu3bt6WlpwG/fOXqVSywi2/cePT4MRJPsVWtqq5+UlGBtANQdqFZQJ+KxSrskvis4hdUP0m4IOwxfIEAS7uOzg65QiEQCAwGvUajBiMMU1wQgCFke9HcjCRzOC+xiMVCF2c7zHgxfQGlBIc/nD4xBYUcCRUFEj/4RnAIAOAGfw8Uv+inP+8V+4OaSpJkYVEROp7GpiaKpuBeg4kIJlQEzQ6yWIiQQowdFitJBqGIEOEg29jUhKALWMax9kZUM9QoA4ODAwMDOH/weLyPXguzyeVyms1mvUEvVygUCoVWp1UqlVKpFFNfpUqpYBS05H+AWUaT0e6wI5vZ43EzSkYul+v1+pER38Lc3JvXr2amp3w+b8A/MTTkQVb87Tt3bty8cf7CBaQsXy8uflhaevfePey2rhcXwzRcWVWFTKq8/PzMA5lp6WmnTp+SSOjf/v7rP72mfvjwG5/PP3b8eF5+/omTJ5EbePHSxYbGRpKihEIhh8sFJzkaDs/OTMNFarfbfT6vx+MeHxuLhMORcBiz3/GxMbvD7nK7LFaLy+XERD0WjczNTM/Pzs5MTwX8E5A1+f0T/okJOHDmZmbmZqb9/gm/f2IyHg8GA5Aj+f0T0XB4bGzUaDJ6PB7scW12m1anValUwL8jDw5VwGwxo3NVa9RcHg/GZQyEHpeVIfEeZRVZqoVFhWfPnb1x82bOkSNZ2dnZOdm7du/auWtnsqb+4/gXNfXgoYMkRf3l+9RIOGSz2ybGxx0OO6NkaImEltB4VOGs3dbejpEvVCHoHp7W1+OALybFIpFIIBSo1CqVWqXRaoBuYH0CvGGtQogJuUKu0WoMRgMmvTa7DbG0er1+eHjI4bCLxWKBUECSpNc7LFfI4cbR6/UKRoFBWd3TpzjyJydRSOPCmgeZFRCkdHZ1SaQSMUlCY6lSq2gJrdPr9Ab92Njo6OgIVOMSqVREEMBg2mxWuVwOXUlnV1dPb2/5kyfFN25U19TgcFRbVweScFpa2rbt23bs3LFx44bVq1etWbN667atT5/WTU4m/pNr6oWLFwBOWrVqJd4WeK43/rwxNS112/Ztq1ev2rpt6969e1JS9qOmgsKKsGgIgLHyxMoNk7c7d+/izceYBLQHzG+hBAagAx/Uvv7+ZD3DhBZyJIFAALqvSqUCgkcqkxFiMZyvXB4PoMGkDBi+ZIjJEbWLH6y1rQ3zTOj1xGKxQCDg8XgoJBC4YjSNr8Ff2PTsGYSLXd3d0AyjJKNz5fF4QM//K+h+xWLx0WPHIHpvevYMs1xE3SGnHaw0pCPz+HyI7ZMJbnADYz9N0RRN0zRNd/f0VFVXQ6JfU1sL6XVbezubzRYKhchyBzadw+EIBAKpTGqxWvz+iXAoaHfYaQktlUoZhoEhWPRJHSYQCiiaEpMkjH9isRgUCI1GzSgZlUql0+uGh4fm52ZfLi+9erkciYQdTofT6WAYBZx4t27fxpjk3PnzyNq7Xlx88dLF3Ly80kePoAave/oUNmJEEB48dCg1LfXgoYOPHj+e8E/802vq+7dvqqqrjxw9cvrMmaJTp1LT0g4dPoxJG5fHczmdRpNxeHjIarOi/rk97pERH2aw4+NjsWg0HouFQ0GfzxuNRCbjcQh6rVbr6OiI1zs8MT6eiMWmJyej4XA0EolGIvFoNB6NBgMBPEIX5ufevnn9ankJm9qpRCISCk2Mj+NPx0ZHgfrR6nRg06JqyuQy1FSSJEmKRPa2Xv9xmK9UKTkcTt3Tp8jixLkNvFI4U59UVKCmFhYVnj5zJis7OzsnB5zCHTu2Y/H0jzUVe6hVq1ZmZmYKBIK/vE8Nh4Jul8vn81qsFohyaQmNMziLzYZUD5ktLa2tmGUBTNjW3t7R0QGZFofLlcvlgHBqdVoFoxCJREKhkMvlAvolFoshCTaajGBWOZyOkRGf2WJWKpU2m1WtVvMFAhabTdO02+0iSZLL43Z2dWm0GoVCAZxbbV0dcKA4F6PDwNToRXMzlli9fX14kCkYRkQQbe3tMrlMo9UwDDM6OuLxuKOR8FQiYTIa7XYbiKwyuczj8YCPiLUcWuGShw+vXb9eUVmJFNwHJSVnzp4tKCyE6Gbjxg0bNm5Yu3bNmjWrf/55473798Ynxv+Ta+rFixdXrlwBDNjq1avWrVu7bt3ajwSTnzeuX79uxYqfNmzcsHvP7vT0tKJTRcDTXL5yBVGpaONgw6iuqYFf63FZGYpuVXU1RC447aFqotuDQAbqX0wsBsAjHBjA9hStIXw4BEEIRSKxWAyYUU9vL1S4QJewORyBUCiRSEQiERKKFAyDMRSQIBWVlfCBoH5gEQupEZa1+F5Nz55xeTyBQIA8VyxioUiAsgnNNNpi3GjPX7zgcLmf94r9cU2Fh/vuvXuIE2Cz2bjXUEqBO+7s6iIpEl0m71MyV3tHB7TN3T09IC2zORyJVNrX3/+0vr62rq6svPzO3btl5eXwreL0w+FycSJpbmlBIgJJkqCWjo2O2B12vUFvsZhBrYK8C3lEfIFARIigpsSBhqJptUYtEAqRMkmIxXqDfmoy8frVy7dvXk9MjHvc7oX5+WAwoFarWCwWFBLXi4vPnjtXWFQEtf/J3NwDBw88ePAAZGZ8rpI1NSs7+9Dhw5kHDpw6fbq3r/eX/wGy/xMu2e+/fwiHQ9eLi3OO5Jw+cwbqpLz8fKQh9Q8MOJ0ObNmsVovH48auzT8xEY9Fx8fGgoFAMBCIhMMT4+NDQ55IOLQ4Px8OhWKRiM1qHfH5wKl1OBzDQ0ORcGgykUjEYoAqTybiM9NTM1NTi/Nz79+9ffv6FfxLU5OJcCgEYCF0TEaTUSaTCYRCWkKbTEaDQa/GoUetUmvU6MS0Wi3DMFqt1mz+eKF5fD5yU1B6sPqBQaCsvBxPhty83GPHjxcUFhw6fPjI0SN5+fkpqSmbN28CQP8fN6n4tWrVyszMDB6f95fX1NHREYvFbLFacEYA+xvbESh6gE/C/pLL5cJ4W/f0KRJpxJ9eMrlMqVJqNBq9Xq/VabFh4vH5+FyC7ohvhMAmm80K+TWkfVKpFHIhhmGGh4dg4GtuaaFpGmD9QRar/MkTUIWbnj0DCBSRlp2dnfUNDVqtVqvTJjHlYlLM4/MHWSwenyeRSm02azAQwKwjFokolUq73YbvQkskyFWArRb9cU1tLWT0wEtiUoRZ5YEDBzZv3rRt29b9Kfu3bNmyatXK9RvWnzl71maz/SfvUy9euoSpC+bhmzb9nJaetnfvntWrV61Y8RPMqVu2bE5LTzucdfjU6dPnL1w4d/782XPn8CZXVFYm00ZxSALhEwE1gFhBmoQxKWydEPGi3ELygyEwihYkRQgnwdQRFRTq8YHBQWjaMT3G+BHLQiASB1ksVA54QgCRf1pfX11dDboeOlpwhvEz47vj50QoL34AODif1tfz+Hw0x1Avd3V319bVwTMgkUg+7xX7g5pKEMTJ3NyLly49evwYpwSRSITZAEboEolEp9Ox2Gwej8fl8UiKRIuJykqIxejvu7u7CbEYfhucxZN2JgQQgZuPfNzaujq8sVweT6FQSKRSmVym0WiMJqPNZoVMFIEWSpWKpCi+QIAumSAImUyGRzA6aRRyvkDAMIxCoWAYZmx0dH52Nh6LJhLx6anJRDyeiMcDfr9Wq31aX3+9uPh6cfHJ3NzsnOxDhw7t27d337692TnZWLI2NjVBzt3f31/66NG169fzCwpyjuQgC+X+/fs+32dWJv7fmkpL6Ny8vCNHj4JdU1BYeL24GG84i8WyWi1Go9FqtQwNeaLRyNCQx+6wj4yMzM3MJOKxeCyaiMWQlorolJnpqVAwEAoGnE7HiM+HzWsiFp2fm12cn3u5tLg4P78wNxcJh4PBQDwWjUWjsWh0eWnp5fJSwD8RDoVi0Wg0Esb+NRwKTSUSY6OjMrm8pbW1v7/fbrd5PB6H02E0GjVaDaNkoFqFMBYKG4ZhpFIpj8fDTBT7F1CjEbbxuKwMQNOCwsITJ0+eOHky80DmkaNHCosKU1JT1q1bC9hv0p+ajFNduXJFSmrKwMDAX15TXW5Xcootk8sIgqBomsvlwhuK1RSgM41NTXVPn965exdHdeD1pVKpRqMRi8VyhVyn12GwxjAMpArYxLS1t0PHwRcIAHs0mU1GkwHMZbVG7XQ6kGbD5XJlMhnyKWH4w0RXJpdxebyy8nIQuhubmqDjTxoSGpuacPBJ7rEGBgZ6enqg58TJ12IxO52OWDQ6lUio1WqQWVCkTSaTSq3CgxXewYrKypu3bl25ejUZml1848bFS5fOnT+fkpqyfcf2nTt3pKTs37Zt6+rVq9avX1dQWGA0Gf+Ta+qlS5dAJYRGadPmTekZ6UePHd2zZ/eqVSvhT92wcQOAjrl5eUWnToH8cPbcuRs3bz4sLYVhBmxPWDJgZCq+cePuvXuI5MNeH1Q8OGHQ3YJIgKUAiis2o/gjhBdhTQvbBihLeNa3tbdDBlxTW9ve3g5VuVAoFAgEfD6fIAihUIgPklAkRKIqoF3JegmWIb41Fr2gRiSlTGjUauvqsHFExjJWs719fUiIYxjm816xP6ipIpHowMED+QUFUES3tbdLpVLc6f0DAzjgIid8YGCApCjkB/T190P69zHXncOBDh9CejabjWa9p7dXRIhgWsO7jeEqlGUYVLS1tyNUlc/nS2VSm83qdDoMBr3RaMShWaVWYd6LkT5EyFKpVCqTyhVyQkzwBQKKplUqlVKlJMRiBaPw+Xxjo6MjI75IOOTz+ZD66Z+YYHPYN2/dQrDgufPnr12/fvrMmcwDmefOn8MnEHN7jPEhYrp0+fLxE8f37N2TnpFRUFjY3dP9/v27zzid+l8X69dff6mvrz9x8kTmgcx9+/cdPHSwsKjwcVkZ6xOZBIwdq9XidDljkcjw8NDQkGd0ZMTlcoZDIViPAn6/1ztsd9jHx8YS8fiIz+efmBjx+UZHRhLxGAbCL5eW3r55jU40Fo3EotHJRAKj4Eg4vDg//2p5KRjw+/0TsWgUYXDj42PTU5MLc7Ne77BEIgEN3uf1Dg0NOV1Os9lss1kNBgOjVGL9Z7aYPR631WpJptA/f/ECcfEoQGXl5VAnPS4rw+w3v6AgLz+vsKjocNbh7JycolOnMjIzYD34/vvvvvrqy6+++hICpaTud9++fb29vf9Al/wTXn9QUz0et8lkNJqMjJKRyWXIsQIVTCgS9fb1dXR2wvENU3zxjRtPKio6OjsJsVgikSCZViaTSWVSvUGPQblcLocYOukN1+l1iKuVSqUGo0Gn06lUKo/H7XI5dTqd2WImSRKVmKZp8JThE4fzValUEmJxRWVle0eHQChE3wylJUJLGhob5Qq5SqUC9ammtpbP5yNDAztXu90OIX44FJxMxCmapmgaR2mCIPQGvVwhR8JlY1NT+ZMnAOaB0AaOM2KhCgoLd+3etXnL5h07d6SkpmzbthUFIys7Wy6X//7htz/lOv07vsB8gEYJciR4z/fu3bt+w3pMy1es+Gn9hvW7du3Mys4uKCw8dfr06TNnkqYauLkrq6qqqqtr6+oelpaev3ABRffK1au4l6BjQjvb0tqKwokPJ56DMEZzebz+/n4Oh0OICZIkxaS4t7cX2S/dPT0UTSHmExURje/A4CBFUQgbx3ZTRBA4t6GO8vh8gVAIe4lQKARZGjlo+EmwKIG7BkdsPBEgUa5vaHhaX4/CX9/QwGKxFAyDzg+4JalM+nmv2B/UVKFIlJ6Rnl9Q8LisDM20WCzWaLXYBwFzJhAIPkqEaFryKWaHw+UODAygNefx+SRFCUUigVAIehTuQfCQNRoN/hIMonCgedHc3NfXh5xHHJIaGhufAV7I5TJKxmazGgx6iUQiJkmBUAipFE3TMpkMLAiVSoXHDqLioCwFQMZqtZhMJqAPhoY8UN/EYzHv8HBLa8uly5cvXrp46vTpq9eunT5z5szZs9U1NYRYDOC5RCqRSCQigmhta3tSUXHz1q38goLMA5kpqSmHsw4/KCn5tFX9J1yy5aXFkocPYc3csWN7SmrKqdOn6hsaSIqSSCVanTYQ8IdCQavNarPbIuHQ6OhIJBwKBgI6nW5sdDQSDoPx63A4DEZDwO9/9XI5Fo0GAwGvd9g/MZGIxQL+iUDAv7gwj+F5KBiYmZpaXlxcXlyIhsPhUCjg98/Nzrx+uTw9NYkSG4tGpiYT8GdOT03a7Tab3ebzeoGGcDodNrvNbDZbrVaVSknTNEQ2drvNbrdhmYpPCLiwUPPUNzSgpoIJ86Si4kFJSX5BQW5ebl5+/oGDB7NzsguLijIyMjAq++GHv6GmfvPN10mS/ooVP+3bt6+7u/sfxGV/wusPauqQx6PVai1WCwSxuBOSx0CkK+PRACAZiELdPT1SqVSj1UilUsgBcISUy+UUTYMyA3c83KI6vU4ikUC/h++l0WpsNqvRZDQYDSq1iqIotUYNHwLDMGKxGOMmQiwGT18oEiEklSRJCClFIhFBEFCLND17hu8OHAQa2ecvXvT29UEzZTQZcbMNDQ0NDw/x+HwOh8MXCF40N4MwJxSJuru70SQ9LiuDfgHwvDt37z4oKUHqU9GpU7t379q4ccOWrVvSM9J37NiOmrpr967e3p63b9/8Kdfp3/F18eJFjHmxUt24ccO+fXtzjuSkpqZu2LB+x47t27dv+/HHH9avX3fw4AEE7Z07f76wqAgLPIgt8VZDAwzDw8VLl06fOX3q9CnQmBFMAT0tlnDgMOAORG8BjlJSCoR5fnd3N0w4YrFYqVLSNG02mwwGPcYqBoOex+NJJBKYNFwup06vczodJrNJJpd19/SoNWq+QIAxMra2cJdhbNvS2lrf0IA/RRNcVl5eVl4OAjgMrzh31z19Cota/8DA4OBgR2cn2lnYaT7vFfuDmioQCtMz0k+fOVP+5Akmujwej1EymIdDETYwOAhwt1wuJ0lSJpNJP0Um44CCMDiapimKgh6Yx+ez2Wzca1KplCRJxGwgMqG/v7+3r0/BKLQ6rUQqkcllUpmMoiiSJFEjWWx2T29PV3d3V3cXn8+nKAr5tQqFwuFwjIz43G6XxWIGeY3FZkO3odPrlColRdMyuQz/BL5AQFGUSqVCz6BQKAYGBjAa6e3thdvqYWkpOqpwMBgKBkPBgMPhUKvVbDa7samporKyoLAwLT1t9+5daelp165fs9ps/6yaOjExfvbcuX379+1P2Z+WnpZ5IPPipUvNLS1Go8FgNLhcTlRHm81qt9uQiu2fGA/4/cgyGRryjIz4QsHgyIjP43FHwuE3r1/Nz82GgkGXyzk2OpqIx0dHR8Lh0Pzc3Mz0lFartVjM0UhkdmZ6bnYmEPB7h4eHhjyxaOTl8tKr5aXlpcWZqampyUmADJcWF2ZnpsfHx8ZGR0PB4NDQkNVqMRoNRqPR4bC7XE6NRiMFu8NgQJC2glHI5DJg9KHgwz2F63Lv3j1Ms1Bf8/LzEUeYnZN9/MSJc+fPH846DIESaiq8NEmS/o8//rBnz+6Ojo4P/xMu9Ce8/pihr9PrMLYViUQsNhsRV0AOsVgsEGcwdH3R3Hzh4kXkJ4tJUiaTiUQitUZtMpusNotKrVIwCqiFOVwulkktra08Pl9v0NM0zSgZpUqp1WlNZhOOJwATMgzD5fFaWls5XK6YJM1mE1gNA4ODyKrEF9Q9fdrX34/DbE9vL/ap6FfAURKLxcAi4oAD+z+bwxEKhWqNGiMsi8WsVqugdIC6DP9AWGheNDe3d3TANnP12rVLly8/KCm5d/8+Zr+Xr1w5feZMalrqlq1bdu3edfDQoV27d61atXLt2jVbtm55/PhxKBT6U67Tv+Pr8pXLa9asTjIfcNTYsWP7tu3b1q5ds3vP7v0p+1es+GndurVp6WkgysKfCuYDaEqAbABfDsJzVXX1jZs3C4uK4L3Byabk4cMkEQltZWtbG2AdmK/i91taWwc/aYA7u7rgvWFzOF3d3dDX4LSn1qiRnQIvh1wupyUSEMQGBgefv3iOr8fzGjMSSPbQm4ImD4oh9AdgQsGJAQsQtFcVlZUgD/f392MCjP8RdVogFH7eK/bHNTUtPa2wqKj00aPOri6bzYoFs9FowE4EkA2KprRarYgQQRVMkmR/fz+W1qiUbA4HxDQRQSBUoK2tDSokmVyGtB8ej4e5FMIJ7Dab1WqVSCQmk8njcdtsVpVKJSZJrVbrdDrUGjWPx+NwuUkWG0VRDMM4nA5w9dxul9FooCW0TqdzuZx2h12n12HdS0tom91mMhlRhrHAMxqNoyMjZouZy+OxOezh4SH/xLjJZJRIJWazaXlpETldk4l4MOA3GA18AR+asvMXLuQcObJ3397UtNTTZ04LhcLffvv7P+WSqdWqEydP7Ny5Y9fuXUeOHs3OybleXNzc0mI0GXU6nc1uCwYCHrfbarOazSan04mMAb9/wmAw6HQ6hmHcblc8HvN5h8fHxhKx2OL8/NRkIuD3O50Or3c4kYiHQ8GpRGJhbm4ykTAYDFqtdnx8HGtUr3fYYrUMDXlmZ6Zfv1yenpqaSiRCwUA4FJyemkzEY5PxeDwaDYdC0Ug4EY97PG4xKSZJUqlU2h12v3/CYbfDoooSazIZNVqNSqXCpg8Gs/aODuiu7z94cPvOHTjUIbPILyg4euzoydzcAwcPQqV1OCtr5coVaElRU9GtfvfdtytW/PTjjz/s2LG96dmzv7xPdbldGq1Go9Wo1Co0qVBFYtIFTgqoYxhzXbl6tfTRo/r6epqmCbEYUzIFo9BoNQAKUjSNSGGapvGoEopEGq2GpCjou3R6ndvt0mriN446AAAgAElEQVQ11k8h75j6KhjFIIulVCltNiuLzYaiD3gakiR7+/rAM+vr62Oz2Vwej8Pldnd3YyuG4zCfz5fKZFjE4mKgqLPZbNzbbA6HUTJSqRTqRKiZIDvEcxlPxrLy8uIbN65cvXrl6tVHjx8/evz47r17V69du3jpUtGpU5kHDuzeszsjMyMtPe3nTT/DPbJ+/bqCggKj0fCnXKd/x9fNWze3bt2CfQbkvkinAW1q3/59hw4fQsAh4t4uX7mS5MM9Lit7XFaGAAqEz4PJjhxpvPl37t5FatDVa9du3b79sLQ0GZSGQQVQhRC/1D19Wvf0aVVVFQJVksNhHo8nEongwYBigMfn8wV8Lo/H5XK5PB7YloODg8ilh1iXlkg4XC5EBljY4zOGHhRFEVE2MNXBgplMt8ZOt7GpCfFNGP+iycZCF3VaKBJ93iv2BzWVzeGkpqXm5uUhCl7BKNAm4sCKktne0cHj8zEnJymKIAgIL5IDrf6BAUxcKYoiCILL5QIFnOQaKhiFVCpFSCpJkjweTygUGo1G7G4pigLhAfhfhmGGhjwulwtaSITAazQam832SZlh1Go1NpvVYrUwDKPVae12m1anFYlEHC6HpCiGYXQ6nd1us1otjFIplUkNBv3w8BBQfCajkZbQdrvNarNarRafzxuLRl6/XP7l/bvFxYVwKBiPRX0+n0KhgFH17r175y9cOJyVtT9lf3ZOdktLy/vPN536XwIlNoedlZ21deuWffv3HTl6NDcvD/GXOp1Or9cbjIZYLIpB4MT4mM/nNZtNNrvNPzFhs9tMZpPT6QgFgwtzs/6J8dHREcx4Y9Goz+fV6/WjIyPTU5PTU5OxaHRudmZ5aTERj8ei0UQ8Fgj4HQ67w+HweNwjPt/87MzS4kIkFJqenJydmU7E47PT07Mz07MzM3MzM+FQMBIOz0xPjY+N6nRak8mo1WrtNlssGnW73WqNWqfX2WxWl8sJ26RMLoNpisVmo1tN8tSSdrvSR49wzj567Fhefv7BQ4eyc7JPnT596NAhgFF/+OFvyYL6v2vqjobGxl9/ef/X1lTQHQ0GvU6nw35CrpAjllkqk7E5HJw64UyAUq6svLytvZ2kKIFQyOPzxWIxo2Q0Wo1UJlOqlHKFXKFQSGVSRsmQFIUEVplcJiZJIH/xJup0WofDbjQZkdUKH05Xdzc610EWSyKVkBRJUpRKrZJIJVwer6a2FjJC6EdQ8iG5hNwX9jVssFpaW+uePgWIFc1BR2cnj8dTqpQymYzNZkPJAj0npoJ4SmLUcPvOnevFxVevXcPj/sbNm1euXr185UrRqVM5R45kHshMz0jfs3fPps2b1qxZjVY1MzOT+tzju3+h1/Xi67t279q06WcEpsKrit3GqlUr9+zdc/Lkyazs7NS01GPHj6FPvXnr1vXi4lu3b8MBjE0qNEQoV3A0AWQKhj5WmzW1tbDcIPENX49Rf29fH0S5CLVoaGzEtGNgYKCltRXNqFwhl8lkmCJi39HV3Y02CHpgJLIB+97Y1ISVYf/AQGtrK5am+NhAf4SCipqKxEcAmPAzNDY1tbW3EwSB2NTGpiZ4SHCqA6AfUTnkv8Ds12Ixp6alnszNramtHWSxaAlNUlR7RwfUFe0dHbC+iEQiLDVFBCFXyJHSQ0vont4eiBjEJMkoGVpC423Eu/T8xQs2hwNQmkwmw8FdLBYPslgkRSlVSrVGDUA3n8/ncLkQOolJ0mw2azQfj+xY09A0DYmGSqVSa9QGo8HlclmtFtzdYrFYIBTiZE9SlFarsVqtABaqNRpGyUD0pNfrPUOesbFRp8MBd59KrbLb7fNzs3OzM7/+8v71q5fxWCwRi8VjUY/bXd/QcPvOnUePHxffuHH02LF9+/dlZGaUlJR4PO7PfMlAe2hsasrIzNi5c0dqasqRo0fPnD376PHjltZWq9WKQeDY2KiCURiNxnAoCPbC8PBQJBwaGvIgFC8ei87OTEcjEfhNF+fn47EYElL9/onpqcmpycT42OjM1OTC/Nyb16/ev3s7PTXl8bgJsVir0zocdq93eH525vXL5YW52dmZ6XAoGPD7JybGo5Hw0sLC8uLC9ORkPBaLRSM+n9dqtVitFplcplarQsGAy+nE3hAcRJvNqtVpcfngOQbVB6kneETcf/AAcKsbN2+eOn3q6LGjefl5mQcyDx0+XHTqVGZm5vfffwcXzddff/XNN19//fVXUCp9QqVuramp+eWjrOwv1Ch59AY91MxyuRzbDhwJKYoaGBzs7+8XCIVwZ1dWVV2+cqWispLH433U+HG5JEmKCEKhUKjUKq1OC3ufXC4nxGKNVoOjvYggZHI5FLyomnqD3uVyGowGbGQRS87l8dAxI3yGIAhaIpHL5XK5nMVm19TW4jgsFAqxsMFeCmkkvX19ILMg+QtHY5jQMdfFskev10kkEiiYgJ3D/8vhcl80N0NIUlNbi2kkKIxQ/F4vLr5w8WJefv6Bgwd27d61d9/eQ4cPpaSmbNiwfuXKFevXr9uxc0d7W9ufcp3+HV9Xrl7ZtOnnDRvWr1q1EnUUo2Ao7nbv2X3i5EmQOTMPZJ7MzT13/jwGubfv3AGpCsixqupqJFHAaoy87oelpTW1tRjnwjKI9jRJPsJ0FzpznJC6ursHBgZQdKEWRhJZT28vUh9gGOPyeCRFAcdDURSkqmD2ouYlecJo0VAbkkadJNgLcw6s3O4/eIDAbfTcbA6n49OAGjB66Abwr0gqh0X/An2qgmEw+4Xth6ZpgiD4AgFBEHDc9vb1UTSlN+hVajVN01KZDKcTkUgEVgybw0H3D6NaV3c3IRZ3dnVhCAFelUaroWkaTSpN03w+X6VWDQ0NuVxOq9WiYBRCobCnp4eiKYvVYrVazGYTwygkUgk2rwRByOVyOAXEJEnRFEVRUpns46NDIODx+Sq12u126fQ67LBkMhkgbtjXKpVKk9lksVh0eh0Gj0ajwWwxyxVylUrp8bhdblckGnn/7u383OzS4sKrly/j0ajRaOQLBM0tLbfv3Dl1+nRaelpaetrpM6e7urs/8yX7/fcPb9++efDgwb79+1JS9mdkZuQcyblw8WJZeTkCU40mo1an9fm8CobRaDUejxschvHxsUQs5nG7I+FQLBpF1QwFg5FwOBDwz0xPxaLR8fExt9sVDgUXF+bnZ2eCAX8iFguHQi+Xl3795f3M9LTZbObyeAaDYXxsLBgM4PffvX3zcmlxMhGfTMSnJhOz09Pzc7OzMzPRcDgSDodDwfHxMb1ep1QqJVKJgmFGRnwOh0On02k0arVG7fF4xkZH7Xa7UqWkJRJQRXl8PjDdgOYjORV4tVu3b1+5evXU6dPYpx48dLCwqCg1LRUumm+++fqbb75G4huUSkApbd68qaKi4i+vqS6XU6vTAhMFXa5YLBaJRCRFIXwNqgSBQDAwOIi0nYbGRhQ8/CZ8fiKCAKhIKpWKRCJIDHDo4PP5JElC0ySRSCRSCcMweoPeZDLiZIo2V6VWCQQCjVaj1WoFAoFUKhUKhTKZDIo+FptdVV2NXhObVDabzfsUvgjBJ18gEAgEyBKBDR96TgRyQTNstVrAk0MQ9EeEN5vN5/MxcsQyDGZw4MpgVL19586169dP5uYezjqM5Nv0jPT0jPTNWzajpm7duqWysvJPuU7/jq8rV65s2LAeBCUU1I0/b8Qo5qeffty6beuhw4eOHD2SX1CQlZ2FWc35CxcuXb589do12H/v3ruHUJr6hobWtjZUrIbGRmiwHz1+jMkw9LSwqaBBhEUVlRUHWxRgoVCoUqkGBwchxIVE6Nnz583Nzfh6nIWTQTEikaivvx+LUmw6UYNB5sMdDhICzmFQ7SXRS7DuPCwtfVha+qSiorauDqgKrCegaapvaMBdA7E6BMzYOPD4/M97xf6v2RG635TU1HPnz9fW1QlFItjzlSoVRVEIooHIi1EyoOFIZVIMeGkJLRAIent7OVyuWCwWikTAX8AtCpYyDKwsNhsaMRFB4GTM4XDUajVQeV7vsMFgYJSMQCiQSCUej9vlcqk1aoVCQdM0RvfgJSHXXSwW0xJaKBKJCIKiKC6Xy+fzjQaD0+m0O+wKhsHqSqFQWK0Wl8tpsVqAk+ULBGJSrFQqnU6H3W6HylIgFJIUabPbzBbz+PjY29evXr1cXlpc+OX9u+XFxYB/QqPVcLjcqurq68XXDx46uHff3qzs7OIbNz7zJfvw4belxYUrV69C7pualno46/C169cfl5X19vVhoabT6YaGPEAUBQP+UDCYiMUmxscW5+fisejiwvzM9PTM9NRkIg7EEqbciVgsEYuFAoHpycmFudn5udl4LLYwPzc7M/369av3b9/Mzcz4fF6X0+nzesOhYDgUWpife//u7ZvXr968frW0uDAzPT03MzM3MxOJfNQVAy4RDocsFovFYtFqtQKhwGgyms1mBM5rtRqv1+v1eW12m8FgwHyUxWbjEoMRCx4hvDQPS0vR8CADO+fIkfSMjPyCgv0pKXDRYPAL8sM/1tSNGzc8elT67u2bv7hPdbsZJSORSlVqlVgslsvlFE0hGFyj1SI9EcrJ1ra2kocPIQ8Bm5eiKSg+BlksCHSBwGZzOBwORygUMkoG3G0kTmh1WgiO4CVlGAYnVjA8aZruHxjQ6XRanZbNZkOnR9O0Wq0GIOlJRUV3Tw/EI/AIwsYEJQhmv2wOB3sdkFqBVh9ksXg8Xl9/P0EQWq0WtBd4FvFo7h8Y4PP5wMni+QvOAwwet27fRi91vbi4oLAw88CBnbt27tq9a9/+fekZ6du2b1uzZvWGDeu3bd/26FHpn3Kd/h1fly5fgpcGGqV169Zu3rJ5zZrVyFJdv37dzp07UtNSi06dOpl7Mis7KzcvFxj9e/fvwySTZPw+qajAdBf9ZUNjI5TASUgWVqcoUfiCp/X1qJq1dXWVVVVP6+vRBcISQ1JkslWC4xAbzaT1BSvPZ8+e4U9fNDdjqsH/JH3H4Qw8EFiuoU6CfC8524Q5FQ0uUHzIt8GUGNxsmqYhmEICXTIOlsPhfN4r9n9r6ocPv7W1t6ekplwvLm5obORyuSw2WyaXSyQSpVKJNRDqE2IwzGaTTq+jKEoqlbpcThabjSB3kiTlCjlJkQKhEOsxRslweTxsQ7k8nlar0em0SpVSKpNhZqBUKc1mk8ViRsYGBMBGo8E7PKzRaPAzoFQjn5xhPka/SaQSLpcrJsWo3Cw2myAILJJMZpNKrYKFgWEYl8vp9XodDrvRaNTpdE6Hw2AwUBSl1WrAGEJNRfYGTvzBgH9pceHl8tJvv/399atXk4l4PBY1GAwdnZ0PS0uPnziRkpqSnpGelZ31mS/Zhw+/RSLhwqKiLVu37E/Zv2fvnqzsrFu3b1dUVvb29eG6GE3G2dkZ8F8nE/FwKIgZ78Lc7GQiMTM9NTM9tTA3Oz87Oz01OT01hfo6NZmYSiRCweD01FQiHsd/z83OvH3z+t3bN9NTkyi6gEWMjY16vcPTU5NLC/Pzc7NvXr96/erlzPRUNBKemkzMz84sLy7Mz83GY1Gw++0Ou3d4GNFAWHJrtVqVSgXgAzJt9Aa9XC7n8ng8Pl+tVkkkEjyNH5eVITYVcW/ocwoKCyEZS01LzS8oSE1N+dvfvv/qqy+/+OK/v/zyC0yAkzX1xx9/2LBh/d27dxYX5v/ammq1WgEcUSgUIoKQSCQSiYRhGAWjwCAFWh4obKG8etHcDBmkQCiAd+VFczOPz8cIF3TQ/oEBBMVgQUVSlFKp1Gg0EomElkgIMSGTyxiGMRgNFE3Dry2VSgdZLI1Go1Qqu7q7CYIYZLFgHoW1prqmBn0DBrzoGDDcQ12ECunZ8+eYBAIAi3BNJGDgCQuZCeQkSbxc/8AAmh7UVIzvb92+/aCk5P6DB0nd78nck+kZ6YezDqdnpCMcdOfOHRs3boBd5NHjR3/Kdfp3fF26fHndurXQAqxdu2bHzh1bt25Zt24tHGNr1qzetOlnTIDPnD2bl593/MTxM2fPXr127UFJScnDh2jvEFEOlyoYv8+eP4dS6XFZWXNLC7BHmABjlY7Lh3U4fFAVlZWNTU3Pnz/v6+vDnrWzq7O7p6fu6VOElVbX1CRNOEADDrJYhJhgsdk4Y3V2dWFyi2r9/MULFFSkiEPij8A4CHrxc2K8jO/Y0NiIT2b5kyclDx/WNzRgcI19MCx3UE7h9vlX6FN///1DycOHKakpN2/devb8OdDEoAzy+DySovAcgEfAarPaHXYMk0iSNJlNIoJQMMzA4GCSGMPl8SBHQs9KEASPxwN12WwxYzwG6CsoDRaLRalUUhRltVqcTofBYADpV6lUQvxIiMWDg4NCoVCpUkqlUtgTcKe3d3Tgj4RCoVQmBY9JKpMJhEIej6dgFHqDXqlS6Q16xFMajAalUmmzWsfHxkZGfDabTaVSSaUSFpsN7bdEKhka8iTisUQ89usv73/77e9vXr9anJ+LRSMGo6Gvv+/CxYsnTp7MOXLk+IkTn/OS4UoNDw8dO35s85bNhw4fTktPO5l7EndNd0+PwaDX6/UBv//1y2WAbmZnpn0+7/j4WDwWXV5ceLW89HJpCcojVNaXS4uz01PRSCQWjcRjUf/ERCIRj0YiU5OJYCAwPzv76/t3v/76SyIR909MjI6OABTsn5gYHRmZmZ5aXlxIxGOLC/OvXy7PzUwnYrHpqcnJRGJhfm55cXFmejoRj0fCIZCHMSowGg12u23I43E4HGazCcGrcIIwDMPj8Xg8nlQqRZ965+5dtKe3bt++dfv2jZs3b92+ffXatYLCwjNnzx45ciQ1LbWgsDAjM2PFip++/vqrL77476+//irZs+K/f/jhb+s3rL977+7y0uJfW1PdbjfmHoySEQgENE1jAkzRtEKh4HA4kGkglhkCpda2NpIkKYqCl4bL4zU0Nvb09qpUH/PJwcUGPgJdPEEQyCJQKBQyuRyjYJwlQRiWyWQCgUAqk8G+3dHZKRAKEfQGBWBff39VdTXWoiKCQHMMEOuTigoknwOTBoUhbjPgb9BkYLEqEArBXIXqksfjQSSCaTAei08qKvBwB2MlyVG6dPlybl5uRmbGgYMHMzIzjhw9kpWdtXff3q1bt6zfsH77ju2PHv3n1tQLFy+sWbMayN+VK1ds2bpl166dW7Zs3rlr5+bNm1atWrll65a9+/YezsrKLygoLCo6fuJEfkHB6TNnIFMqvnHj5q1bd+7eRX199PgxaIVYcgOohM8ezkmoTwifSbKTXjQ3Q3CLxPK+/n4RIUIaIITEHA6HpmkRIULIWm1dXXNrKzw5iCoDLxAZNZDjAvqDxhczXhCUMOyFwA1UB6gn4EZFAhrMNuhWMdDuHxhAKQUFAqUdvs9/rkbpw4fffv/9w81bt/an7L9eXFxbV8dis7U6HWSAff39DMP0DwxIpFKHw67RaJCRCaoRIRYLRSIOl0tLJABBEATB5nAEAgFmtj29vViaikSi7u5uBaMwmoxarVYml4P/MMhigc8Axa/VZrXZrODqQV6k1+uFQqGYJEUEQZKkXC4nKRI4SWRJ8fl8qLVpiYSWSKQyqUaj0Wo1hJgQiUQyuYykKLFYLJVJGYaRSKWEWCyVSnV6ndVm9XqHhzwenV4nk8vxCSEIgqRIh9MxPDzkdDqmpiZfvVyenExEo5HF+flYNGIyGUsfPbpy9WpuXm7OkSOf+ZJ9+PCbWq0+cCBz2/ZtaelpoAgBLt/b1weCbiIeW15cMBj0w97hxYX5SDgc8PvjsSh6yuWlxVfLS1OTCeTSxKPRmampeCw2GY9HI+FQMDg3Mz03O7O0uIBcmjevXy0tLY6Pj/l8Xp/PC0nw+PhYLBp59XJ5ZnrK43FjDrwwNzs9NTmVSMxMTy0tzM/Pzs7PzkxPTkbCIY/HzSiVn6wf7uHhIQTM2W02g8GQtFYqlUo2h83msAEKhtu7sqqq5OHDq9euXbh4ETKXS5cvn8zNPXX69NFjx1JSUnLz8tIz0n/88Ycvv/ziv/7r//vqqy9B0v/ii//GHBh96r17d1++XP7LOUqAKtA0DZg4+LokSQI309HZCXNqTW3t5StXSh4+7Ovvl8lkFEWJxWIuj8fn81taWwcGBlQqFfavgJMhmInD5aIPEBEEj8cTEQTDMDK5jCRJtVptMptoiQQYJoqi5HK5UqmUyqQdnZ0gkKHGI7So/MkTUJkIgkia+uFeam1rg60eW1Ien49VHDgsg5/WYIDs4HGJTC7MrtH7oiWqqa0tKy9/UFKCNd714mIA9GGmPH3mDAKVMjIzcvNyAf/ct3/fzl07d+zcUVJS8qdcp3/H17nz57FGTYq29u3ft237to0/b9y+fdvGnzfu2btnf8r+tPT04ydOFJ06lV9QcPzEiZO5uWfOnr1w8WJysYpJOyRLcA8joQK/iXQXCJGgAEIpRV+IjXtnVxdixZBjwxcIeDweKhlqIYvNYrHZvb29qL5P6+vrGxpeNDcneRGYzSJG99nz5xjSYkYCUTEmvc+eP0fxRoYJBG5l5eU451VWVQE9hj67sqoKJzYQFjEHRkmAouqfy/tFyElhUdH+lP1Xr12rrasTCoVanVbBMNiGIq9JLpebLWaZXA6YnFanpSUSgiCgrgdbTa1RA3SKQktSHzWPdrtNLpf39feTFAXdxseBLYslFovxuCApUqVWIQbV43EPeTxGo8FqtYC6IBSJkE8OxBucwZjSS6VSzIdJilJr1BarxWg0CIQCHJdR9QVCIUlRMrmclkgIsVipVEqkUh6fbzAYvN5hnV6HUEgej0dRFEVTer0O2WQOh31iYjwUDM7Pzb57++bVy+VIONze0VF848bJ3NyDhw5+zkuGKb2IIFJTU/bt37dn7568/Lyr164hdXiQxZLJ5UqVEvnhcrnc5XIuLsyHw6GA35+Ix2emp6enpgAanJuZCQb8Xu9wJByeTMSnEonZ6eloJILqOz05uTA3FwmFpiYTb9++SSTiw8NDfv/E7Mz08uJCKBQcHxtLxGPLS4svl5disejszAw2r9FIJBDwRyMRiH6nJyejkbB/YsLpdMjkcplMZrGYvd5hxKgkYrF4NOr1DhuMBqvVAotwX38/X8DX63UkSSLrraKy8kFJydlz5/ILClBTL166BBZbzpGcPXv3HD12NC097W9/+/6///u/UFO///67b7/9Jrlb/eGHv61du6a4+Prs7MxfXFOHPHqDHqoB7B4gixUKhUgwRas3MDgINSyMNNAxgYM6MDiIBHIFoxgYHGSxWDAeoBmFNJcgCJxDhSIRqiZsrDjnQjCsVCoVjEKv1wPDq1QqYZbVG/TYrVZVVwPthMhxOGRq6+qwBC1/8gSQs8qqKsSYg/wgEokgF8SUDzhDDOg+GiTa2hDADlshOhjUVEwYIJ+5fOXKlatXsRI/cvTowUMH8/Lzs3Ny9qfsB2wzJSWlpOTBn3Kd/h1f586fB5Vw69Yta9asXrNmdWpaKqjWGzduWLt2DZTSBw8dPHb8eH5BftGpU7l5eUeOHsnNy0tmWF69dg3wB2zun9bXQytb39AA/C9aVeiGkvanltZWFLPqmhrsOPFJwMmprb0dU2IQZVFBMcNgs9nAG2GbmyQwYAWQZEdgcQtqEoBiNbW1GO1i74u9bG1dXX1DA0opGIpAw0OshN/Hzh6Y4uSgGLAnBaP4vFfs/9bU2enprOzsPXv33Lx1q6a2VvjJyKtgGLzn3T09jJLR6rTAIaGmWq0WHH+RQgOAjNliRmY4i80GNNRsNtlsVvDU0Mgiz6qzq4vL5VI0rdZoGIYB8Eir1TocdrPZBBgTn88XCARCkUhMknKFnKZpHp8PHTXsPeg+jUajSqWSK+Q2m3VoyOP2uJ1OJ8MwMGZArCSTy5UqlYggkkxgtUZtsZitVqtKrRaLxegHlCqlRCKhJbTBaIDZA4bDQMD/9vWrN69eLszPaTSah6WlZ86ePZx1+HNeMsx+O7u69uzZsz9l/44d27NzssHErqmt7evvRys/MTG+tLigYBQ+r3dmegpngrmZmcX5+dERH6S5sWh0ZMQ3PDyUiMeXFubfvHn95tXL+bnZsdGRcCgY8E94PJ7RkZGpycT7d28nEwm32xUM+JcW5pcXF2PRyMT4+OzM9MulxeXFhZdLi29evVxaXEBVDgWDM1NTy0uLS4sLC3Ozo6MjXq93Ynzc7XKp1SqT2eR2u/R6ncfjxnTd4/EAJwlOCI5oeoOeltAvmptxQr3/4EHRqVPZOdnnL1y4e+8edL+FRUVZWVkpKfuPHjuWlvY/NfWLL/4bdfTrr7/68ssvvvvu259++nHt2jVXrlxOJOJ/bU11OOxKpVKpUsrlctD+IHPHC4xv7Eiev3hRWVUFGIpWqxGTJJBGQCYBcdI/MIBAG6FQKJFIhEIhJm9AhDNKhqZpOHYoioK/DWB9lVqlVqtlcplOr8MiR6FQgLys0WgIsRiqY0hU4AjGjwd7ImZoSV45LaE7OjvRlwiFQjwO/h955/0V1d2u/X/ofcp5n8TEmkTTjabZKwIqFrq9xYaKKEhTsdJhgOlt7z2zp/fe+8B0ht4VsLzvD5fOyTnr/Jj4rKwzi5VFCkjYe/b9ve/7uj4XUnT475mi6FN7enthN+zu6QEuAJ5irFGh9YVMCalkJ0+dOlxUdOjwod17dh86fCjvQB50CgWFhTt37bxx839xn1pRkYP9rlmzGikQ+/P2f/3N16vXrF67ds133327c9fO/Xn79+7bW3TkyPHi4sNFRQfyDxQdKQLRF3EFl3777XpVFdiE9Q0NuVav7t497FxxvXKJaWgfnz57Vt/QAGhlT29vd3d3f38/qHgDAwMolo1NTZgko49sbGxEmXz0+HFDY+PtmhrMeOFqzemEcx0wKmguRAU8wjt379Y3NID8gPswR8bGt8JAGAGQUNLBKQsGxlgAACAASURBVARZE6TFQMZQkn9zn5rNZOATO3X6dG1dXc41K5VK+Xw+XLYKpUKtUcNfa7NZJRIJGK0kRUHSZbGYYRjVG/Q56gtBEKipueEeWBCARXC5XBjtUHoNBoNKrVKrVZg24QlDURSbw+7s6mKxWQKBADqPzq4uHp8vkUhoGS0QCkQiUS5HiKQom80aDAYCfr9er2ez2QwGY2BgAEhCmVyOZlosFg8wB3h8vkqt1uv1mNUx+voIkkBanNlssjvseoPeZDYhqXt0ZOTlwvz83Gw0Eu7q6rpVXV1aVvYhLxn61Mamph9/3PzLr79s3Pj9nr17YONuam7GzlsikcRjsbGREYIgfF7v2MhIMBB4z7UfT8Rig9FoPBbLpFLpVOpd/ZuaXJife/li4eWLhexwZjSbjYRDwWAwHA7FYkPzc7PZ4eFgIDCcTr+Yn5uenBwbHUnE4xPjY3Mz07Mz09NTk3OzMzNTk6PZbDwWi0Yjw5k0Am3m52aHM5nY0FAqmUzEYlar1Wq1OJwOlUrldDjSqWQ6lfR6PaAGSaVSZIwyWUyVWiUmiGfPn0Pod+369VOnT586fRqJVaAFHC8uzsvL27Z9OyRjoD38/e9/+/vf//Z7O80nn6xYs2b1559/dvr0qVQq+efWVJvNqlAoAF6QSqUGg14ml/F4PC6Ph9kv4qu6urtr6+puVVd3dXXRNA3M/bvcCRaLy+NBF8B7T2PQ6XQymQyc8faODhabrVAoDEaDSqV6P+R5p86nJBK5Qk5JKEoikUglSqUSXYhEKsF7BioD9AHdPT0QInV1d/MFAhROtBG5fM0HDx+C/NDY1NTe0YGijvJMSST9/f3oZcExxxQRy7lb1dX36utv19SgSYJM6fyFCwiXB5D23PnzJaWlhQcLd+zckXfgQN6BvLwDeYUHDyIEqqam5g+5Tn/FF2oqgA8IV/ph0w/79u8D5hcypR9/+jHvQF5BYUFFZSW6f+xQr12/nhMoXbl69XpV1a3qajSCmOKilYRqrL6hAYtM9JGYQMC0CvgXLIlwSYLegH9b39CAbSibw0H4Wt29e3h/NjY14U/HH42kzxyMourGjbp795CGgS+pvn0bKTq5wNecCxatc2NTE8LJkTEHuypQi9Ae33/wAHFP+NkYfX0ikejDXrH/vk+12ay7du/as3fvpd9+gwuIxWbj4AvUA9pWiUTC4/PVGrXDYRcKhaAmkRTZ39/fy2Do9DoIHikJxeFyOVwuVIFKlRJ6VJlcBrIgj88Hr5vL5cIOQJAkm8NGjk1/f3/OH8zlcmGkwaqbzeGwWCwWm83o66NpGqBygiBIksSDS6lU6nQ6u90eDAaGBgcHoxGj0SgmCACb1GoVkOM0TUukEjzKlSql3qCXSKVcLndgYABmXKxpxQQBVrlSqdRoNCaTMZmIL75YmJqaNJvN3T09586f/5CX7O3bN0tLi5cvX/7+++83b960+cfN+QUF4PtjM8Jis1VqVTw2lIzHORxOJBKeHB/3+33BYGBibDQ7PDycTqeS7+RIoyPZbCYzOz31Yn5u8cXC0tLi8vLS9NTkzNTk+OjoSHZ4fGx0ZHh4fm4ulUqCvD89OZFMxIHjx2p2cmJ8anJienIyO5xJp1KJeDwSCadTydmZ6anJiZmpyZFsNh6LpVOpkWzW5XSazSan04HxfigUDAT8docdxi2apgeYA+0dHSKxyGg0KJXKtvZ20F2ATzp/4ULdvXu3a2oqT5w4dvw4Hry79+w5Xly8fceOFSs+/uc///H3v//tH//4O2oqUEorV366Zs3qzz5bV1FRjtiDP4rS/D/UVGTGItmBpChKIiEpEu+EXOgE+rlc7BFJkkqlErxAAHVFYhHYx2AFszkciVQKHRM8bTw+n35/FFUoFBgBYWVL0zRcrVwul5bROr2up7cXtlRYBtkcjkAgQO0E77e7p6e9o0MkEuXkHrdrapqam589f45pcEdHx+MnT/BcYLJYaFP4AgESUoERqG9owPdBs3L/wYNr16/DAnWruhorcYx/AW7OSc6OFxfv279/1+7dhw4fPlxUdOjw4aIjR44eO5ZfkH/37t0/5Dr9FV+VlZXr1q0FmPCTT1Z88smK9eu/+PGnH3/Y9MN33327YcP6DRvWb9q0afuO7fvz9h8vLga89/yFCxcvXbpy9SoA+qhn6PwwSoXM52FLS31Dw9Vr106eOnW9qgpUB6zTMARGpK5arTYajVJaCnwPJOiIGwMFDE0h8Nw4pdXcuYOgY9ROwOdQROGRReiKQCCAdBxjZPB+MfWF+heSN4yIsR9FzNHz1tZ79fW4waBdzOGiILDCgbWvv1+hVHzYK/bf+1SpVLpl65aCwsIzZ882NjUB1SIQCIQiEZpFWiZTKJUCgYDH45nMJqfTIZVKOeC0KJXANyoUCmRNgw+MjBpEWcjlcrVarVAq3lXNgQHIsN+lAAkEkCyx2GwER9IyGlQHuBjZbDYcepA94pqSFKXRasxms16v53K5+DmVSqXNZnW7XcheHYxGw6GgXC5ns9kCgeDd4R5ePrUaUQpYoIrEYkoioWUyvkCATrq3t7eruxtPIRaLhRIeCgUXX75YXlqcGB9XqVTVt29/yEv29u2bF/NzJ06e/Pbbb4DRLisvb75///KVKw9bWnoZDDaHQ9O02WK2O+y9DIbP652ZmnJ73H6/b3JiPJmIp5PJ7HBmbHRkbm4WzeX46Oj05MSL+blXr5bfvHk9NTExms2mk8mxUaAbRhbm5xKJeCQcBrw3HAoNRqPhUGhifGxyYnxibHR2empyfHx8bDQRj8VjQ7GhoexwZn52ZmpyYnJiPJNOxYaG4rFYIh53u90Go8FkNhkMekTWBAMBu90GA5VILMb11ev1brdLo1G3d3Q0NDY2NDZC9wtmwLXr18vKy48eO1Z05EhBYcGu3bsOHjr0408/fvTRv3KzX8h9gYAAh3zdurWlZaXBUPDPral2h12hUGDuKhaLxQSBeSxBkjj3MRgM5Dti/dPZ2YnoYIlUgsRTLo/HF/Bxg4p/F23Y1t4OCMOTp0+ZLBbUTzKZTK1WWa0WkiRJkpTSUpKitDqtQqHg8/n4vLunR61RwyuG5GExQQDF0Mtg8Ph8LETZHA70KQ2NjQACgKTa0NjY/V5+Av0w5Jowp0PZdLumJhckAtti3b17Fy9dulVdjRB5PGTRrMDdAaDSmbNnDx0+nF9QAM3q4aIiaM+OHT+eX1BQW1v7h1ynv+KrvKJ83bq1aFU//fQTiNfXrl3zxfovNv6w8dvvvv3qqy+3bN0CrGPhwYM55sO58+eROYO/4reNKStavZZHj5qam+/V11fduHH+wgVYUzBagGsFsnPEAqrVapVaJZFKkdkJJgk+enp60GNhSgmUEmwwgDxgGkmQhEAoJClSKBTK5DKxWCyRSmia5vF42Eqw38vuQOlCoYVhGsxCuFSxmsVPCLADlqyoxODmQ3PX09srJsQ6ve7DXrH/3qe2trVu3bb10OHDl69cefrsGZ/Pp2maLxBwuNy29naRSATjJoarOr3O43FDXWiz21QqFd5fXo/H4bCrVEqNRt0/0M/j8dRqNUmSIpFIKpVqtBpw7aHSwLEDvwE40bU6rd6gx/6SkkjEYrFWqzGbTQajgSAILo8nEong38P8TCaXWa0Wq81KkCSPz4PKF2d3o9Hg9/u8Ho/X6wn4/Sq1is3hILo8B5lRq9U6vU4mk+Hk/ejxYyyboItEL9Hd0wOAVE9PD2DFHo97empy8eWLublZt9vN/XAmqHcXa2Js7Oixo9988zWSPM6eO3f/wQOENaGmkhTlcbvD4RCPx4uEw7PTU0aDwefzzs3NYsE5OT4+MTb2YmF+YW52amJ8amJifnbmxfzcq6XFN69fTU5MRMKh0ZHs5MT4+Njo1MT4/OxMLDaEJPNoNOLzeUFlmpgYnxgbmxwfm5qcGB8bHRsZyQ5nssOZVDI5kn335ZMT47CoJuLxocFBh8OOgaVOp3U6HYGAP+D3Oxx2m90mk8tEYjGHyxlgMrU6rdVqpWm6rb0dsJcbN2+C+I3Hcll5+dFjR48cPZpfULBt+7Y9e/ds3Pj9ihUf/8d//BP+1BUrPl67dg0IhStXfrpq1cp169YWFx/3+rx/bk212W0KpQIFks/ng3+EssrhcIBHYLHZXB6vu6cHeyMMRnCfMfr6QCNDZhYYZrDxtTx6hCyn+w8eIPpbJBIpVUqJVKJSqzAXgpBBo9UgTlyhUMgVcnh1EPRGURSPz6coCgsqWNzQHPQyGFhN1Tc03K6pQegbTPS9DAbaVlh6sLUC0QnvnLu1tWDuoAZjY1d140ZtXR1WqtW3byOaBmvUGzdvYttXXlFx6PBhlIQTJ08eLy6G77iktHR/3v47d+/8Idfpr/gqLS1dufJTAKwxAc6lAWPq8uWXG3766ccD+fn79u/LLyhAyltJaSnAv9erqpCfCk83Et9Aw8dsH+8rKIFRsTq7ugYGBiApAmhQJBJBGUfTtEQqJSkKRimRSERJJAwGA/c2ih9y1gQCAUVRBElCH6fRarDUQeSqUCQSCAQ8Pg8KPhgisU3ENhcqd4jboSSAHhUKGmiX8M8RQfHo8WOIEnDLofqin6Nl9Ie9Yv+9pt68dWvL1i2Hi4quXL0KhTxsdTDmCoVCoUgkl8uFIhGbw5Er5KipUlrqdDrsdpvb5SIpyu/3ez0euVxOEERHRweCZSiKYrHZGo3GZrNqNBrYTPGUaG1rQ8NKUiQqFi2jVWoVQZLghOsNepVaBYExXyDgCwRisdhgMBgMBh6fT5AEnKZiQiwSiwBtlstler1epVJarZZYbGhoMOp0OfUGPY/P7+ruZrPZmOWKCTG6Z4ie+gcG+vv7BUIhNsHIiIQRHwkc6DRUKpXdbjObzYl4bGJiPBQKhkOhD3zJEvF43oG8r7/+6scfNxcePHj6zBkEdzc1N8OCKJVKzWazx+PmCwSRcDgSDink8kg4DNHyxNjozNTU5PjY+Ojo5MR4MpkYzqRnZ6YX5mZfLS+9Wl4aHRlJJhLjo6OT4+PZ4eGRbHZudiaZTEyMjY6Pjfr9PuAbQ6HQ1OTESDYLiMRwJgM3zvjoSDqVTCYS2eFhTINjQ4ORSDgSDvv9Po/HYzQaVCqV1WpBbfb7fQ6H3Wq1qFQqiqKYTCaLzdJoNSaziZbJEOD94OFDWBxhxLhw8WJZefnhosN4Gu/ctXPnrl1ff/0VhL7wz3z00b9yoW+ffLJi7do1n3/+WUlpicfr+XP9qSaTSSKV4FkjEomgx2NzOHyBAOLynGqXw+XiZA0YIxyrHZ2d746ZFCmTySD/gx3wYUsLtHYPW1qAVujr6wPhE3kXmPtrtBqrzWowGtgctl6vl9JS5I3zBQKwV/gCAcJQm+/fRwQ8NJnoAzA+ampuhuIfkqX+/v6cRJPH4z14+BBZWhwut72jo/n+/bu1tb29vaDFgnje1Nx8vaqq+vbtu7W1d2trwZbEAu96VdXNW7dgpykrLz9cVHTk6NGy8vKTp04dOXr0cFFR5YkTx4uP5x3Iq6+v/0Ou01/xVVJSgvYUuOp169auXbsGZRXCpbVr13zxxefbtm87eOjQocOHS8vKjhcfP1xUdOr06QsXL2KuXnXjxp27dx+2tMAeg1Hq89ZWXDKMWIH6g2YbVxNg546ODuwdMG4BBRPkkK6uLsSUcrlc3MwkRWJ5Q0koYNxzxCXkBwNm+fTZs+6eHgaDIRSJoIwDSgmeHDhW+/r7MexFW8xiswcGBmDpwXfAebSntxf38K3qanTGuYLa19/P5XIlkn9nJvnC/FxpWdnPv/x87Pjxmjt38BsQi8U8Hq+9o4PP5+M9i4EwQRJiQuz3+SiKkkqlXq8HEEGKogxGg0wmwwiX0dcHTZNao+ZwuVqd1uP1uN1uPFVwDMLCWyQSKVWqd1ZXPh8D3v6BAaPR6PN5tVotl8dj9DGwT6VlNNoavkAgEAo0Wg0tkxEEIX6/o4WaVyqVqlQql8sZDocCAT8MDgKhQCgSwqLK4/MFAgFBkuiwAYvmCwQKpQLuVZlchhEaEu4oCaVWq+FOcbtdkUjEZrNazOZsJvOBL5nf79u9Z/dXX325ceP3RUeOnD13DoETjU1NTBaLyWKp1KpAIOByOYUikd1uGxyMKpXKeCy2tLS4tLQ4Pzc7Pzc7NTkxNzMzNzON5JnhTDoYCs5MTy0vLc5MTWaHM5lUKpvJpJLJyYnx2ekpEA3nZ2cikXA0Ek6nkpl0em5mZnpqMhGPh0JBv98Xj8fSqdT46GgmnYb6NxmPx4aGvF5PIOAPBPx+n29oMOr2uNVqtVarDfj9iXjc5/M6HHaTySgUid6rULk6vc5gNFASCd7+LY8egYwLd8CFixfLKyqKjhw5XFRUUFiwc9euA/n5mzZtwrAX/hmEp6JP/fTTT2BGOHb8mNPl/HNrql6vw+ITU1+oPNhstpgQa3VahFFgvZp7mkCw0Nbe3tTc3Nffj8O+XC6XSKU42TGZTBzV+/r7+wcGHj1+jNFKa1ubWCzGUBfvKLFYLJPL9Aa9TCbrHxgQicU8Pr+7pwcCvM6uLplchkKIUz9fIMAmrKOzE4eXnHa3q7sbOpQHDx8ymUzs5LBLg20RRho00LV1de3t7eh4wBa4/+ABQg/w+MYOFbDfy1euYM/32+XLJ06eLCgshKuyorKy6MiRQ4cPV1RWVp44UXTkSFNz8x9ynf6Kr9LS0lWrVq5Y8TGWqaijq1evWrHi4/Xrv9i8eRN8q199/dX2HTvyCwoqKitPnzmT61Nh/8VKGxh9nLvRp2K8n4uggc0ftKNcmmlOU4PDk0AoRGMkJsQQ5bY8esQXCCgJBYkcrNWURAKaDyWhcKyEeQOjY8gFBAIBbkgsPkFuwlAE1RQ/DxCekEHh0QDvKcKUwEtqvn8fQmJMiXNMTUxrPuwV+y81dWpi4uChQwfyD1RUVj5saUFFhH+0vaMDhnU06zg9dPf0yGUykiQlEonD4fD7fTabFbp9rU6LoReTxcIs1+Vy0TSt1qidLieIS5DSwLgCgjd8ByKx+H0IeQ+LzdYb9GaLWSKVYPrVy2AQJAk7qdvjJkhCIpUgigPyY0pCIc7ZZre53S673e5w2L1ej9VqtVqtHo9bqVSi4+z/HVgNeEWCIAYGBoD+7u/v5/H5fIEAj34enz8wMICSD+CiyWRyuV12u81sMUci4Q98yaxWy85dO7/66stvv/3meHExhHtwciPdxGA0RiJhr9dDEITRZPT7fUqlMpmILy8vvX61vPjyxfzszNzszNzszGg2i9ZTpVJ5PJ652dnXr5YX5mbnZmdGstlAwB+PxSbGxobT6WQiMTqSHRsdGYxGo9FIPBZLJZOzMzNzszOZdNrv9/l83mQinnqPj0gmEuFwKBGPDQ0NejzuYDDgdrscDns4FPL7fDqdzmQyRSORRCzmdruMJqNGo0FEsVAkhBNEoVSIxCLIKR4/eYIF3ImTJ7EtqqisPFxUlF9QkF+Qv3vP7oOHDv38889r1qxGNA0qK2D6qKlwzx85UmSz2f7cmmo0GcWEGLeUQCgUikQ56j2SlXBziwmCz+fjYSEUCqHXQJ4ik8nETYn1MujYQO8i4fz+gwfIN2159IjJZPL5fJVKBUQwjn4WqwXhqUwWC0oEmqZx33N5PLhf4PSHL63l0aOcVQZzPMDqoASBlR5xb5j63quvx9dy3sfR1Dc04EmH5zWWXlevXYPArLauDg0rJvgI+Lxx8+al3347dfo0JpYnT506cfIkDFKIgTt67Gjz/ft/yHX6K77+W01dt27tl19uWLNmNYKWvvji86+/+XrDlxu+WP/Fps2bdu3edeToESxTkflz/sKFU6dPX/rttxs3b4KUfefu3ZyA6OatW1euXq2tqwOzEHpabFUxNcnRfRGAClk4knfFhFiuUAhFIhhgOO9zxBh9fRwuFylMXB5PTBBqjVomlwEdACvFu+waNpvL5SJLGO0pbjDsAkHSR+cKrD9GvpiUYFiCWxSLCXgD8BC8/+AB2F5CkUilVn3YK/Zfamoykdiftx9hQfcfPHh3tn5vhJPJZQRJ6vU6hVKB/+Vnz5/r9TqVWmWxmM1mk8VqwbQJFQ4Pk56eHoIk1Rq10WTU6XVaIBQ0GqFQCLRkW3s78/34XSqVYsQKmxyuC4/Hk0glTBazq7ubyWSSFKU3GMwWMwi9IpFIIBRKpBIgDAVCIQMuPglls9kS8VgoFLQ77Da7zWg0GI1Gp9OhUqvYbDYeRxjU488SCARcLjcn4IAVUPSeFIEL1NfX19Tc/Ly1VSAU5ijBRpMxGAx84Esml8u3btuKmnrk6NHrVVV3a2sRjygQCkmS1Gq18aGhQMAvEon8fl84FLLbbYPR6OLLl69eLc/OTL9YmF9aWpyanMikUz6fV6FQOByOZCKxMDe3tPgS5F4UyEQ87vf53G4XJEtjoyPJRDzg9wcDgXQqNTc7MzszPToyEo1EfD5vPBYbzWYnx8fTqeTQ4GAkEs4OZyLhkMNhDwT8NpvN5XQm4vFkPO5yuRwOB1bddrvNaDJarBalUsnj8wmSxE6QpCg2hwNk7NNnz2ru3EEpPXP2LDKVjxw9mncgb9/+/bv37C4oLPzp55+QSY4mFX/NeWlWr1712WfrDh4sNBgMf7pGCZthiVQqfM9FwggL4nWEcogJAjz9vv5+7FS6ursRDM7n84UiEUlR2H3iQQYpAYQbD1taoOuDLIjD5arUqgEmk6IoKS21220ulxP0TuylehkMkiSxUAFZAjvdru5usVgMFCLElohNBSMJkVs5Hjr6Whjqa+vqYMIBtRhSYYDNAAFAHwNbJFwTN27eRBo5PB5wrIL8UFpWVnnixImTJ8srKsorKvAYOnX69NFjxx48fPCHXKe/4qu4pOTTTz9BTV27bu3XX3+Fjw1fbsghf9dvWL9q9aoNX27YsnVLQWFBeUVF5YkTJ0+dOn3mzOkzZ8orKs5fuICUxKobNzBvRxQ5BGI3b92CixS6JIz0YbfoZTCwmUPQL5PFMhqNDofDYrFIpVK73WYw6DE1aW1rg5Kcoiigu2RymUwuo2UypUqJxEM8T9GlgRiQ4yvh7Y10XhTy1rY2TN6A7c2ZpHNpdCA6ITUdLqCHLS23a2qwCca5k8li/Xs5SgaDYc/ePceOH79eVQU2L5PF4gsEHZ2dXB4P726NVkNSJNYuDx4+1Om0BqPBbreZzSYQgA1Gg9VqQfgaVEhisZikSJPZpFQqOFwOaPsKhQJ+OTxDOBwORVFmswkBke8KWH9/d08Pn8/P4R2YLBbESgaDARHWQpEIzx/sPrHh5nC5PB5PqVT6/e8EpXqDXqfXmS1mh8NusVgwee4fGIArj8li9ff3d3Z2IncPzxySJKFexiMRI4r2jg4gUZHqiuaYIAi1Wv2BL5lAKPx1y5YNG9Z/9923hQcLb966dau6+h23VSBAsx6NRAIBv1QqTSUT0UjY5XJmhzPLy0uvX7+ampxYmJtdXl7KpNPxWCw7nAGAcHpycm5mehEpM7MziXhsYmwsNjSk1+scDvvE2NjU5ATi4Qaj0WAwkE6npqcmJ8bGRoaHM6lUOBSKx2JTkxPTU5PDmXQyER8ajKZTKafDodPp7Habw2GPRiLZ4eFkIu5w2D2ed7Bfs9mk1qiBHkI0EElRXB5PJBZzuFw4Plrb2m7X1KBPRU29eOlScUlJfkEBSDL5BQW//vrrF198/umnn2ClCqXS7zlK69atLSws0On1IHH+IZfkf/bSYA4mFIkw8mKxWEwmE0c2Rl8fjodIRWWx2RAWIaEJ+xXue+MNpjccDgcLWqlUCu07CPtIG37y9CkEDlCUcLhcvUFvs1kpioIkr7Ori83hoGHGP2Gx2Zjcdvf0yBVygVBQ39CA1RSEl6C/on/Frh5PLqzi2trba+7c6WUwMFN69uwZqOggP+DRjMwQhPOB+XDl6lU81lFN8cn1qiqU0lOnT1dUVpZXVBSXlJSUlp46fRp6pYctD/+Q6/RXfBWXFAMG9sknKz77bN0PP2zc+MPGb775+rvvv/vm229QUzf/uBkf+QX5pWVlFZWVpWVlx4uLIQCuqKy8eOkShsDnzp/HkhUaP3wC2j4oS0AsodRBnPns+XP0H61tbQwGQyAQKJVKtVpFkiTs15idQHSKIbDRZPR43HaHHeJ+nV6HPZxILMboEkAJRDLkPkeXhqUpTnXoUMHHR34LHtBt7e1gCON5h/qKEFac3oDWw1ZCSks/7BX7L0aaru7uPXv3FB05cvXaNXjYNBq1QqFo7+gQE4RSpTSZTE6nQ6FUoLQ8e/5coVSYLWajyRjw+/1+v8Nhd7tdCqUSts6+/n5UOwGERQRhNBocDkcwGNDr9Tm1F0ESmLdrtVqZTIa0cylNY0OEbpLR1yelpSqVCmJGi8Vsd9jh3unv7xeLxSKxmKQogVCoVCq9Xq/X6/W43Ta7DZNnq9ViNpuQn4rQDvzaO7u63p0YSBLMYUBCQOHXaDVqjRrpzhaLWa6Qs1gsaJW7e3oYfQxwEJkslkAo/JCX7O3bN70Mxk8//7Rhw/off9x85OhR+OnxXkA/o1AqAn5/Op1yu1zp1DtY0uTE+NLiy+XlJZTM2NAgqIRzszPYsKJDfbW8hKI6NjKSSaei0UgwEMikUi8W5udnZ6KRSGxocGhoMBQKxuOxZCKB7NWhwWgwEBgajE5PTk5NTKSTyWg04vG4k4l4MBiwO+zRSNjpdDidjmQiHgmHjUaDwWiw2+1Wq0Wr1apUKoPRoNNpRWIx7gcOl0uQhFAkgia/o6MDrvGTp06dOXsWNoHSstJ9+/fv279v3/59BYWFoLatXPlpzqKKspqLplmzZnVBQb5Gq/1z+1S9Xk+QJDYTJEliYIs7Hoc4vkBA07RMJoOQXSgUyuVyWMdwFGWz2QhgktJS6O7eLUv6PAAAIABJREFUNb4SCVRzDx4+ZLJYEokEJ1McS/v6+6VSaXdPj1AkUqtVBEmCczQwMCAWi4UiESC9iLhBG8rmcJRKJYfLrbt3Dx0DzILYWjH6+jBnQ0IIkmdQWe/V1+Oxxejra21rw/CwvaMD+1TM6Jqam69euwYIVs2dO7hNsUZFKArGvyDTnj5zpqy8HAapY8ePnz5z5sTJk6VlZS2PHv0h1+mv+IJG6eOPP1qx4uPPPlu3adMPv275deu2rVu2btmxc8dPP//0ww8bd+/ZfbioCGq90rKy8oqKsvLy0rIycB/LKyquXrsGxfWl3367VlV19dq1a9evX6uqQvQefu2lZWWXr1ypratDol/OpYqNJrLoIY7j8fl4c7I5nGfPn7M5HJVKpVAoAH2VSqUYS5rNJqPRqNPr1Go1HGUQ0PUyGOg+cy0m9MaAJXV0dgLDCfIJQF34GSBnxc/W0dmJHQS6W7ASAVqqb2hAmDnedP/GPvX161cXLl7ctn3b6TNnsE9hczh6vU4qlXZ1dyNcWUpLsd8BoYKW0UKhkCBJvcEQDoWcToff59NqtfgS1B4ujwfmEUESUlrqcDqcLqfL7dLptHDcQdkrFov7BwaktFT6ngUBVjCOLO0dHXyBwGw2mUxGPGdMJiP+9P6BAR6PR1IkQRA8Ho/N4RgMhlAoGI/FYkNDQ4NRj9ej1WnNFrPNbjNbzFicS6QSyBtxQsJuCzaH/v5+DpcLOKLBaMBKz2QyRqMRh8Ou1Wr1ej14isiCBXSJ+eFC+t7V1KfPnm3avGn9+i+279hRWlYGY/c7VAWfLxAK9Xq90+mIxYb8fl8yEff7vB6PeziTmZ+bXV5eWnz5Ymnx5fzc7OBgdGhwcGZ66sXC/OKLheXlpZcvFrBwnZuZHskOo5EdGhwcHx2B8WZkeHh0JBsKBR0OezAYCIWCwUAgEgmHgkGPxz04GB0bHRnNDgeDAZ/XG/D7M6nUYDQSDAYGB6MWq0Wn1/l8Xo/HEwj4XS6nz+v1+306nc5oNNjtNp1OR1GURCIhSILL44kJMUVROVR73b17VTdu5Bj65y9cKC0rKygsPJB/4ED+gYOHDu3evfuHHzauWbMafSpqKgrqRx/969NPP1mzZnV+fr5ao/5zaypYFVDBYSEKviCWUgNMppgQgwaMfT7eSFASPXv+HDMipUoJbTqeYgKhAJsqTJJR/DBpAZ9TqVT29PbSNA0ME03T+IZCobC1rY1+f0rt6OwE+xE6FHDFkAmMPJDc+hqPVHyCTWp7RweAO8DcYIjX09uLTT6KLpoGTImbmpvBba+tq7tbW1t14wa8qrlET2z1Ll66dObsWXSl+Dh67NjJU6dOnT5dWlbW8qjlD7lOf8UXaipuX/hnPv/8sy1bt+QX5O/dt/dwUdG27ds3bvx+77690P0eO34c8umKykqYgE+fOYN9Kj4weL9y9SryhyFMOHf+fNXNmzV37gCbABETrjiKK4pfrkeECh3Dw/6BAaQtGQx6IEfEBCGlpbSMJkiSy+OB4Y4ygLslt6bFHBitDAbOSOvEfwZ9L8Q7aElzPwxOeLnjXQ5QjAEJRsQowwRBfNgr9p9N6nAmXXiwcNv2bTdu3uzs6mp59GiAybRaLRi+GY0G6fuIC4FQ+PjJk4GBAdjexGIxg8GwWi0ul9NisZAkCXYuvKQCgYDFYuHXhdUpTjOIjUMBAP8I41aZTCYWizu7urq6uyCHbG1rY7JYGq3GarUolEqapgEKkNJSWJhIksxxG1D7XS5nIOB3uV1Dg9HY0CB6I6fTYbPb1Bq1RCqFrx2MNrRECqVCpVIRJMlkMvF0AoPJZreZTEaofGFjRUS0RqMGowa7MDaH8yEv2Zs3r+/V1/+w6Ydvvvl63759J06evHb9em1dXV9/P8xjPB7PZrN6PO5UMhmLDY1msx6P22gyarXa0ZGR5aVFRNfNz876fD6fzwuv7etXy69eLYP5sLy8NDc7MzE+ls1kwqFgbGhocnxsfnZmZmpqenJyfnbG7/cZjQaH0zEYjQQDgUDAb7NZDUZDJBJOJhLIiQsFg5gGj2SHR0eyiVjM4XCYzCaPx+3zeYELdjoddofdZDJaLBaD0aDXv6PvIbNBIpVIpBI8nzs6O+sbGm7cvFl54gT61LPnzpWVlx85erTwYOGB/AP78/Zv2brl+43fr1q1EhGq//jH3yFTwvwMMqW8vP20TPbnzn51ep1cIUdsIVwrOLXBFcPmcEiS1Gg0qHNg/ApFInjecf3a2tuRUcPn83k8HklRmJ9QFAVs4f0HD5gsFsa5OcwHDubw/xEEgUOrUCh8/OQJBMboEuCiwZMIc6S29va6e/egUUJXiqUpNFCdXV14ikFdCVdPQ2Mjo6+PLxD09fVhaIzQaahG4X2sb2gAlw77VODaIZOpuXMH1Fa4ozCxLCsvLyktRbhKWXk5RpePnzz+Q67TX/FVUlICEhgk7FAqffXVl7t279q1ezd4+j/+9OP3G7/fsnVrfkFBcUkJev2Tp07Bx423yp27d+/cvXv12rXLV65cr6rC34K3jINOzZ07t2tq7tbWQr50r74e2TKAreDAhCqV6wvRLHI4HB6PR1GUXCGXK+QSqQQWLyzM4DrFoRhCJ/QxGH6gCegfGEByalt7O+aEUADkJEs5dj/qKEop/hbnQmzuEQmAUUoOpv8B0QF4/WdNdTode/bu2bd//736eh6fLxaLVWqVwWjoZTBomg6HQkqFopfBoChKb9Bj3sPj8QDvlSvkGo3aaDIqlUqapl0uZygUVKvVlESi0WjMZhOyMdQatVwhNxj0Gq1GKBLCvISqhkECVFEYGhMkif0ok8lUqZQqlUqr1ULHBKK9UqVE1o1CoXC5nH6fz2DQKxQKBNo4HHaDwWC1WpKJODh8kXAIaCfkUD1+8qStvV0gFChVSqPRGAoFLRYLhM0SicRsMQcC/lQymUmnIpGwzWZFKQXCUCKVcnk8DpcDpRuGeR/ykr15/epWdfXGjd9/9dWXe/fugbGkobGRx+NhMk9JKJSuTCo1GI1OjI06nA6b3eb1emdnZ5aWFnPNaCIeT8Rjs9NTqKnLS4uvlpdeLMy/mJ+bm5mempgYHRlJJZND0SjC3ZxO51A0Oj87OzgYtdqsZrMpGAhk0ql4bMhmt5nNpqHBwXgsFosNjQwPx4YGnU5nKBTE18JR4/f5BqPRcDiUSibjsZjDYTeajIBeYTEPL+W9+vqOjg6czMBmR490vaoKocvQKJWUlh4uKkKrum///j179/7yyy+rVq386KN/5Ua+eBytWPHxp59+snbtmr379pIU9afXVJlcRlLUu+M5iwUgGZPFwrhVLpfr9XpEpSJDBpMZKU3TMplQJMQQDMZwFosFHiFM3BgBPXr8GNRQ5FRg6M/j8wxGg0arGRgYALWfx+P19fUB4AJXK1aY586fv11T87y1VUwQqJd37t6FkwFaSnhmBphMvFUQpwU7Y3tHx93a2samJpwoO7u6Hjx8iCKNXExMhvGBRzb8qcC159i/sKteu3794qVLIDygphYdOVJ48GBpWRn2rP+bZ7+lpaU5xV2upq5atXLT5k0FhQUFhYU7du7cvHnTjz9u3r5jx569ew/k55eWlZWUlh47fgxzYJxAz1+4cOXq1QsXL549dw7PC/ALUV/rGxpQZcEkgkMGNSknx71bWws4CSCCz58/RyHEc5zJZIrFYpFYxOFyAA3GKhSaXqjZEbYKkBOCThHMgp3ou2/b2tra2govDQ5q0JxD2YsfACokfI47FhUU5R9qc7hrHra0MPr6PuwV+8+QEy6Pt3vP7rwDB5rv36dp2mw2W21WpVLZ0dlpMOhTiUQkHDYY9AKBQKVWURSF8yuLzTYYDS6X02gykhQJXY/VZjW+J/95PZ5AwO92u0xmk8fjsVqtDqfDYDBA4cjj8xEZCaaVSCwiSAIbJYFQwGKxenp7RSKRXC6TSqUURQG0ZDQZjSYjsuQoijIaDfFYLJlIaLVakE1tNqvP5w34/W632+Gwu1xOTD61Wg0loYQiYWtbW0NjI0zzKpXKZDbZ7XajyajX66xWC3w4gUAgnUqFQkGD0YCJN0VRSpXSZrO6XC6DwaDVapFwBxnah7xkr5aXLl669M2336xf/8XOXTsvXrp49ty5puZmFotlMhl7GQwpLQ0E/KFgMJNOBwOB8dERMBrHRkcWX75YfPli8cUCamc6lRwfHZ0YH5uenMC/mp+bXZibXZibRUs6PTk5nEnHh4bGR0eH02mJRKLT6ZCc6ngH7HWPZoeHMxlEuQUCAa/X4/G4w6GQzWbzejzxWAwBc7HYkMfjDgaDqWQynUpmUqnhTNpoNFISicPhCIdCHo/barVghf/g4UN0QTha4WzafP8+tm+QViAlDBj9gsLCvAN5+QX5v275NRebCo4SCiqwbmvWrN6zdw9BEH/u7Fer0wIwBtdzL4PBYrEgo88tU7U6LezzYrFYrpDzBXwen49YJbFYDPkPo68P1igk+vL5fCQM8Pl8qNFysqPnra1sNruvv1+j1ShVSkZfH0EQud63o7NTLpdj1IYp0736+qfPnqHlxebsdk0N+o+caQHzPTD00Zjera1F0QWNHf1HR2cnlE0IlMbjD0RmENLRlaKCosRW3biRI7xDbFZ54gT6VOhrio4UgalUUVn5+PH/3j4VXpqPP/7oX//6v5i0QAa8Zs3qn3/5Ge7sXbt3/fzLz9u2b9+9Z/fOXTth8z156hSgj6iml69cAf733PnzlSdOnDt//uKlSxcvXYIeGDPhe/X1tXV16EoxwM/p1EAy6+zqwt3b/x7Siy0gUAPg7SExEAUScwvMihEIQUkoDoeDgS1YE6BGY3kBqBCKNJw8CLTHqvX+gwdw1OTSVSH9xQ8JCw0CCuHawhGhp7f3w16xdzX19etXt2tqwGFuvn9fJpNB0YPxuMvlHBsZcTgctEzG5nB6Gb09vb1AZ+h0WpPZpFar9Aa9QCikZTKVSqXRaHBMV6lUfp/Pbre5PW6Px+3xuN1ul16vNxoNBEkgpVwgEBAkQctooUhEkqRSpSQpks1m51JrlColDvFSqRSeRZPZZDQZYYUHfiEaidhsNjgF9HqdWqMWioRardbtdpnNJpvdFgoF3W632WK2223gxzbfv9/T2ysUiTRajclkNJlNcoVCKpVqNJp3elSHPRwKpZIJv9+n0WpAhzAYDVab1eVyOhx2jVYDViWbwxaKPqhG6eWLhfLy8q++/urLLzds274Nm5HGpiYWi2WxWrhcLklRXq/XbrdhZzmazQYC/nAoNDI8/K6mvnyxvLw0NTERj8Uy6dRgNJJKJl6+WHgxPzc1Mf7yxcLiy4WZqanZ6empifFYbCidSk5PTWbSab1BbzabMunUxNioz+dVKpU6vW4wGkklk5Fw2Ol0ut0uo9GAQAJcGiCCAWayWCx6gz4ajSSB789mtVotftpIOIyTjUKpyGl6WGw2lgsY87Q8enSruhpJsbeqq7FPBRf2QH7+/rz9u/fs3rR504oVH+eeQvDHg/S7evWqNWtW79mzR/xn11SZXI7ZFwRHOHdjvIMoPplchlkZXyBgs9k8Ph+8GIADuVxuW3s7YskHmEwsSzhcLiWhZDIZQRAEQXR2dckVcqFIBBrw02fP4MwBhAz6YR6f//jJE1RNaIzhw8GsBs4z/Irb2tvv1deDoIS8J0gGMC6G8ghcJDzLoBFF9YU18Nnz57nY6idPn2Kum5v03qqurr59GxEluayS39fUk6dOVVRWQvcL5mRpWemJkycrT5x4+uzpH3Kd/oqv4pLilSs/BTgJNKWVKz/F/b1mzeqNG7/PO5BXUVl5vLgYoe779u87eOjQ/rz9h4uKUFZv3rx5t7YWUTBXrl69cfPm7ZqahsZGrB5hHUYEG7pSALxQR2HwQB8JkjhK4LPnz7u6uthsdi6UsLe3F1NcmJ4h083VS0hO8MHlcoUiIYvF6u/vh+AIUxBIY3K+L7Adcp0uUCSo+hiKILocHE24bhC/ihaZw+EwWay+vj7hh5OP4vVu9ru0+LK0rGzb9m2nTp/u6+uTyWTIkMEb1mq1GPR6JotFy2haJpPJ5aA/SmmpxWrR6rTYMoIkStO00WSUy+VyhcJsNjmdTiAXQqGgz+dFB4O8VSykodOGf4aSSDRajZSmgXJ75z19H1oF9KmUllqtFrPFTBAEm81GuLLFajFbzLSMRva4VCqFWNdsMWu1WplcbjDoDQaD2Wzyej02u00kFg8wmTweTyaTGY0G+TsnFS1XyKU0jWRslVolk8tMJpPX63E4HJREwuXxgLPQajVWq0Uul8PHzxfwDQb9h7xkszPTRUWH16//4ssvN/z8y8+Y6DQ1N3O5XJPZhLBOl8tptVrcbpfBoPd5vQ6H3e/3JeJxFNSlxZdLiy+nJifSqdRwJuPzeUPB4ML83NLiy8WXL16+WHi5MD8+Njo+NjozPZVIxNOp5NjoSHZ4ODY0NBiNjmazLxbmBwejWq2WpmmP2z06kk3E4y6X02w2GY0Gg0HvdDpyVzyTTk2MjbldLtiQgsFAPBZLJROjIyPBQMBoMjqdDq/XYzQacqRl/vumDhUBS7qHLS03b906f+FC9e3buZpaXFJy6PDhXbt3bd229fuN38NLk4ujweMI1RR96s5dO/kCwZ9bUwmShJm95dEjaCYh8ccdLxQKkfcrpaVYOKH6QqDB5XKZTCY49b29ve8ommIxQZI0TcPDQBDE89ZWhVLB5XJ5fP4Ak9nU3MzmsFlstlAkxNiHoihwsUmSvP/gAcBgUA9C2wmRHoytbe3tjU1NT589gzYEmngmk4n/Ho0CEL4YC9+uqYFrGKbVO3fvYv+KQtvy6FFO6Pt7QyoiStCq4lh0u6bmelUVsA+ooBWVlSWlpQcPHSwuKTl1+vTJU6eePXv2h1ynv+KrpKQEKW+oozmT9dq1a4Aq/PGnH48eO3r+woUjR49u2bply9Yte/ft3bp1y/Yd2w8XFR07fhz0jN8uX0YsOXi/d2trGxobc1cKtAT0ecgfzS1Nc4UNkyKIYgCgZnM4kHdi7w6q18OWFkhgkLGKXenvk+O6urtxw2NCA5En2A7QH4Hvj0kJpriIVsUsGkgKzIHhqH785Elu7drQ2AiaJsgDvQzGvyvrLZmI5x3I27V7V/Xt21wuVyaT0TRtt9tyCFIuj0dJKJ/Ph8ESMqkUSgVkO+Dfcnk8WiZTa9QarUYkFlss5qHBqFqjVioVOp3O6XLq9Xo4l0xmk5SW5k7MUCpJpFKFQqFUKlUqFZwtbA4HPldYErRarVKp1Gg16BEFQgEto9VqlVwhJ0hCrVHrdFocpLC94gsEWq0Gq1CTyehyOb1ej81mValUNE0jaFIsFmt1WpqmRWJxDhNN07SUloJYSdM0JKkajYYv4BuMBmTd6A16/J8qlAoxITaZjB/ykmXS6YOHDn7xxefr13/xy6+/INzp/oMH/QMDJElyuVyJVOL3+bxej9/vUygUXq/X7/cNRqNTk5NLiy+XF1++WJhfWnw5MTaWzWQmxsYGo5FoJAIXDbaqS4svx0ZHhjPp8bFRgO9BwE/EY9FoJJVMvFiYTybidrtNp9MGA4GpyYloNGI0GrhcLkmRHo87Eg67XE6L1eLxuMdGR6anJrVaLXxZg9FIJBKORiPZ4UxsaAiSJZ/PqzfodTqtUqkgCEIkFkEPyOZwQB+DHPVWdfWFixfhqTt/4UJ5RUVpWdnhosM7d+3csXPHzl07t2zdkrOo5jhKOOt/+uknq1ev2rp1a19//5+7T6UkFPBgMOSBMYQ5FYvFEovFSqXSYNDTMhlqKkRZz1tb4VVHlhafz8c8DWgkHHWRTYglM4fDgbeBz+eDodrLYGDki8hiNocDjn9jUxNY/HjQPHj4EDFz7R0d3d3dQpGos6sLvDrMbzH6w0+FByVCp3OAcrQLmMVB34SHKRrZBw8fok9FxNvNW7eqb99GTf29hQYfiH47eeoUhL5A6+3Zu+fQ4UOgQDx5+r+3T0VNxbwXgxfA9FetWokT4vfff7c/b3/ubbBr9+5du3ft3LVry9Ytu/fsPpCfD/Yvxr8wpIK3jAyDmjt3wIJAzkFtXR32l8gihTEc5Q0TV+y6YN9CxQXmHvojrPSQWz7AZMIVg5YX5CBMQQDRzCnhsRPFn4gb6WFLC+bPORLCg4cPcfvdq6+vuXMHnplcTgOKblNzM/rU3LGgo7OTLxB82Cv2XqDkcsKZWnfvHg6mNE3rDXoulwv7nNPhsFgt0Wg04Pej7FESiiRJiBA5XK5Op+PxeQqlQm/Qq1QqvkDg9XrjsZhSqZRKpXa7PRqJeDxurU6r1+t1ep2Upt+ting8WiaDxQWOdo1GA1U2k8VCEKRKpaJltFQqRSgk9KVqjdpkMhpNRohFdTqdVCplczh8Pp+W0TRN9/X3EwSRE/2CKqBUKeE6hSJETBAwLqPjhHuq7/0qSigUKhQK0AcBgdJoNE6nI+D3W6wWu8PucrloGc3j8Wj6g4UfvP1//+/t0NDgvv37UFN//uXns+fOXrh4EdxpgGbxawwFg4GA32Ixj42OhsOhcCgELVJu9js9OTk6kp2emoyEQ5l0amnx5Zs3r1+9r6lzszPIpQmHgol4LJVMjGaziXgsGomkUsn5ubmJ8bGA36fVad1ud3Y4E4mEtVqNSqV0uVzxWMzv99EymVgsdjmd42Ojk+Pjdru9s6uLklDJRCIWG0olE9lMZiQ7HImEXS5nwO+3Wa1arRaA5XeeER5PIBQ8b23FA//Bw4fVt29fuHgR+9Rz58+XlZeXV1QcPXZ01+5dID9s/nEzMONIJv+///c/sIfCKX/VqpW//vprT2/vn1tTJRIJHhxdXV1YZzY1Nzc3N7e2tUGqLpPJVGqVXKHgvWeI42mFGoaairM8XKQymYyiKJxh1Rp1X3//89bnEqmEy+NJaalcLkcT0NrWxhcIkCfM5/N7GQw2h83o62u+f1+hVHA4HJBWQFKFkhMbL0ZfH3QfjL4+rKkg7MTAHbEz8M/gAVdbVwf2zfPWVqiF0TFA4YKo2xwAD+Cea9evo09C2woNMGrt5StXUE3BIzxeXLx9x/b8ggKsVx8/efKHXKe/4uv48eO4dyFex9kQ4YUrVny8atXKb779Zt/+fcUlJceOHy8tKyspLSk8eHDvvn379u/fs3dP3oG80rKys+fO/Xb58tVr11BNL166BP8MDqfITcSUvu7evd83hW3t7TkML2oqJrH4V4DgwBIDxzNJklweb2BgADtUgiAA8kWMILYbEABjGgxtXWtbG/TAuBvb2tvRnmIji3KLut58/z4K/63qavwfXbl69eatW1DHQAqA3So+f/rsmeDfVFN5fP6OnTsqT5zAr6itvb2/vx8JIVwuV6fXOZwOqVTqdrncbpdarR5gMkmKRGQ0qhE2jhKJRKVWKRQKgUCgUavDoZDJbCJJ0mQygZsjl8tVKhWeD319fb0MBoD1SP4SCIVoEEHn4Av4uXBlvUGv1+uQW261WX0+r8fr8fm8JrMJieIKpaJ/oL+np0cgECiUSqPRKJVKNRq1x+N2uZyIv8Z/RstoZASxORy0p0A1gcEE2w+XxyMpUqvTqtUqm82qUqvAyZPL5S6XU6PVcLlc5JOD6vohZ79v374JBgO79+zesGH9559/9tPPP0E4ib4iEPBLpFKj0Wiz2zwet81mtdttc7MzYD5MT068WJh/uTA/Pzf7anlpcmICcMHhTHpudub161dv3755/Wr5xfzc5Pj42OhIJp0eHckODQ0OZ9KT42MzU5OhUHAwGh0fG335YmFhfi6TTjmdDoPBYLaYKYqSSCVmsxm55aFQ0GAwaLWa2NDg9NTk9OTE0NCgVCo1m0wjw8PZTAZ5NZl0GkyJcChkt9sRr0vLaIIg+Hw+hDs4qkKjdOXqVTjuUFNLSkvLKyqKS4rzDuTt279v566d3377zcqVn3788Uf//Oc//va3//PPf/4DjyP8ddWqlb/8+kt3T8+fPPsliJzUAtWrvqGhqbkZiYngt0mkUlpGs9lsSIGwNKqtq2tsasIWE6NguPRydlWCIGQyGZfLffz4MUTqFEUhZw1BIr9PsXjw8CFyb+B5RT+BIRtfIGh59Ai4MuxCcjpJdMyol13d3Xi65YSgiDK4W1sL8zhUJC2PHgFGiDia2rq66poaFE5Mem/cvInPr1dVAeID/wZmwpd+++3EyZPIRjhz9uzx4mJwDAABfvb8+R9ynf6KL9TU3OAXn2OrgSZ12/ZtRUeOYP8B2O/Zc+eOHjt2ID9/z949e/ftLS4pgVIJWUC5xDecbHKHHviG79y9C/wvDkw9vb1MJhOzSuCKcrEnfD4f41zMctF0it6JYlRI8EWGIGJJIFxC7cR+ASNlIMawvEdhRk419rIwyeCGhKuVwWDcf/AAymHkkCPvCIr0nDAY3eqTp0//LfvUN29eNzY17dy187fLl589fw4iqZSWIlu0u7sbYlq9Xuf1ekwmo16vV6lVKrUKWV02m00sFmNqB1oycggkUonJbNJoNQiKTyTig9GoWq1WKpU5tgyOyBKpVKVS6Q16kVhEUZRWq8Wqks/nkyQpV8jVarXJbNLr9SRJCkUik8no9XpgmLHZrGqNWqVW6XQ6uUKuUilpGQ32L7JabXabRquhZfTvB8tIQhUTYpVapdPreHxeV3c3JhMAycHmZzKZdDqtUqm02W2YIRtNRqvNChQtpMUymYykKL3+A9XUt2/fvHnz2mQ27dix/fPPP/vss3Xbtm+7VV19+coVLOBCwSBJUTabLR6PBQJ+s9lktpinJieikUg0Gpmfn3v5YmFpaXFsdHR2ZnpifGx0ZOTFi4Xh4czc7MyrV8uvX79aWnzpcNgj4fDk+NjI8PBIdjgRj8djsYmx0bmZacyTs8OZhYX5FwvzM1P6ij6qAAAgAElEQVSTbreLpCjIGjRajcfjHhoczKRS6VTSarWo1erBaGRibHR6anI4k7HZrOFwaGJsLBGPJxPxZCKRTqWGBqPYuPv9PrPZjMk/hbckl8NksTB3hFob4BfY2c+cPVtcUgJA7MFDBwsKC/bn7f/uu29xss+hlHKOGtTUn37+qb29/c/tU2mZDOgNGNhxiHv8+DGbzRYIhTwejyAIyNah7Mg9syCzxKOKxWZz38eoYWXV2dUlEAiUKiWHw2lobASWUyQSdXV31zc03Kuvb2lpIQgilz3efP8+iBAw8HC4XC6PB4Eui82GcL+zq0tMEJ1dXbD3wbSKMz7UmA8ePoQ/FZ3Kk6dPkW4Nl+GTp0/Rm8K9AEUSRL/oJKpu3IDr8VZ1NfyR+ICpBkyfi5cuYZl6/sIFlIT8goKS0tKKysoTJ08+b239Q67TX/FVXPyfGiXcxLl0iPUb1m/fsT2/IB945MKDB8EmvHL16pWrV8vKyw8eOrg/Ly+/oOBA/oFjx4+dOXsWO2ykA6Ga3rx1q6amBmoyXCZ8Du1PV3f3kydPIEPDXrOXwYCDEDIiyJdy6TEkScrkckTCIegQgkNEsYIogmAlJosFFgqGxvDkQG2UC55rbWtDNc0xv1C/YdRms9l4asMkgPNobV1dzZ07CLFC9Bvn3+FPffli4dTp03kH8m5VV3d0dkpp2mq1xoaGFEqFXC7HQtrlcvp8XrPZpNPpJBKJ2WxSq1XBYCCZiAcCfoVCkRuuQkpNkqRGqyFIAvNzZDiCkE6QJLwDUFrASMPj8WgZLRAKeXy+TC4TiUQsFquzs1MoEilVSo/H7fN6NRo1kjkUSoXRZFSr1aANG4wGr9cTGxp0OOxKpRLhWkKhUEwQKrUKJkChSKRUKuUKOc4KCEgHqJ2WyfgCAV/AB12Wy+NxuFySorQ6rdls1ul0ZovZ6/UEg0GbzeZyuYB6t1qtLpfTarPSMhrDtg90wd6+efv2jU6n27pt62efrfvqqy8PHDiAHuDJ06disTgQCFAUZbGYJ8fH4/GYyWyy2azZ4Uw4HBrJDi8vLwGWND42Nj42OjY6MpzJzM/OJBOJ2ZnpV8tLSy9fLC2+tFqtkXB4fHRkdCQ7NTkxnMlkh4dnpqbm52ZdbpfDYU8mE7Mz00uLLxdfLIRDQY1WQ0kopUppMBisNmsiHp8YG8ukUzarVaPVDEYjE2NjSLlBcM1oNptMJJAiNzI8nEomfD5vKBQMhYIul1OpVOI0jFwgRl/fnbt3GxobIaO5dv36mbNnMfLBmBBy0cKDhYeLDu/Py/v6669wlP/73//2t7/9H9RUkPQxLdu8efPTp09fvVr+U/epEqyCUTJ7GYwnT58+ePAAu0nQi5A3yeZw0JIi2gVBqpjQIoCQ+T7qGcYVgVAI6ljz/ft8gaC9vR2CyV4GAwUPCJX+gQHspdCYAsfPFwg473EnmEhDqCkUiVC5b1VXowmA7qO9o4PH4+Gnann0CKClJ0+fYjwI7RX+OeyG9+rrL1+5cuPmzdq6upu3bsFEfPPWLTysge+5XlWFdBRsVYGZhUapvKLizNmzp06fPnL06JGjRysqKwGCb/1fXFPPnD3z5Vdfrlq1EsuMHL36P/7jn2vWrP7u+++2bt169Nix48XFe/fu/eXXXwoKCy799tvNW7d+u3z51OnTx4uPFx4szDuQV3iwsLyi4tz581evXcMaO1dZc8X1dk0NOleMUkHpAj0fs19YU6DIRWwcSiAggrhFu3t6ent7BwYGuDwejnFsNhu4aWgLBgYG0PgymUy0LwD/4hNs7jEywfwDOwgo5yGpEwqFCE/FN4GuHm+BxqYmzD+AsEDMw4e9Ym/fvn0Tj8WQllV37x6Xy0VQWiQc0mo1WCtyuVy9Xud2u1DAEO7kcDjSqdTYyIjf77NYLHCgyuQyHLi5PJ5cIUcKKeZYA0wmJaHAfJDJZRqtBgB6mqY5HA5++bnkc6lUiq9SKJUmsykcDrlcLrVGjQhxrU6rUqvEBKHT6+wOOzSrQ4ODQ4ODcOnI5fJcmIdMJpPL5eC+ISoO6bYcDkdMEFwuFw80BDmr1CqIZpVKJazzJEnqtFq/3+fxuC1Wi96gh5nEarO63C6IrVhstk6v+1AX7M3bt29kMtmvv/7y2WfrNm78/siRIyDV9PT2ignC5/XiNzM5OTE2OmJ32N0ed3Y4MzQYHc6kl5YWAVFamJ+DUjeVTM5OTw8ORqenJjH1XVp8OTE+hhzydCo1MTYWiw3FhoaymczoSNZsMmm1mlAwODU58XJhPhGPQcCl1qhdLtdgNDoYjY6PjS3MzY5ks1AAJ+Lx6cmJ2empTDrt9Xp8Pu9wJj2SzU6Mj2WHM8lEYmhw0Ov1RCPhocGo2+3S6rQCoQCCcDEh7uzqunzlSvP9+1gL3rh5EwD9W9XVJ06ePHb8OMAA+QX5R44eOXDgwJdfbgDw4R//+Ds4Slip5vapmzZvevzkCXBRf8hF+R9qqkgshhYjFyeOhwUWk0+ePOnr7+/r78OTAsd8tAWIAQHzCHSx7u5u2BUYfX0kRXK53K6uLuSEY2PBZrPFYjFFUV3d3a2trUCCCQQCWGK4XG5rWxtBEFhysFisR48fY+MFzA2Xy+Xz+Rj23q6pwRQXk140H2AwgT4I6fK9+vrm+/fRXjxvbQUktrGpqfn+fexQa+vqrl67VnnixMVLl+7cvQtdCZokzBihYEKVrbpx49Jvv4FMi24VvF/U1HPnz7d3dPwh1+mv+Prt8uVff/113bq1K1Z8nMuFAMMa9OoNG9Zv3boVIZ1bt23du2/v8eJi2E9hW7p67erZc+eQVIOURNAic5BIjN9RVlGQQIF4+uwZ+FwcDgc3MIjQQKVj4w7xLQS6uAEwtIClCrt2rDaBI+DxeCjSeF9gfoO5bu4bNjQ2YtnT2NSEqQk2DtiA4K7Gz4AvRHXJKftyUsbrVVVXr117+mFF4xgkisTiPXv3FJeUIIoYRQsVlKZptJJKlZIv4FMSSqFUINLH6XSMj45k0ul4bCgSDkejkXAo5PF4VGoVrOrQJ1ISSS+DISYIgiA0GrVao5YrFJREYrfbnE4HeMJisRi/XkoiQQgVRVF9/X3dPT1Smtbr9WazmaQorVarVCnfRc1TFJ/P12q1fr8PHU8mnR4aHDSZTRKJRCaTCYVC/KoJgiApCgbH1tZWJO5BaMkDi5jLVSgUBr1eLpdLJBKCJOUKhUarUSqVwJVrNJpwOBQJh71ej8GgV2vUWq1Wo9UolQqtVismCCD0PtxFe/uGz+f/8svPn3/+2ddff3Xw0CGc9bu6uwmSCAYClERitphHssPjY6MulzMYDExOjCcTiZFsdnlp8c2b169fLaNwZlKp2Znphfm57PAwVqQvF+ZfLS8tLy2OZLMj2eFkIj45Pp5Jp1LJZDaTmZma8vm8ao3a5/OOjY4MDkYlUgn2g2Kx2G6zxQYHI5FwOpWcnpyYnZmORiN+vy+TTk9OjE+Oj41kh70ej8vlTKeSI9nhsdGRdCoZCgbht4mEw8FgwOGwm80muVyOialQKGSxWU3Nzb29veDxVd24cfLUKcwOwbM7cfJkaVnpgfwDR44eyS8o2LBhPcypOTYhOtRcTf3hhx9aWlpevVr+E/NTOVwuyE+dXV3wAP1/8t7zO8ozS/f+g86Znp62u22D2yCMu40z7QS2sQ1CoETOQWQQKAtJSEiAcqqcc84551ylClKpqlTKmXM+XLhm1vt+HWudWWaxWBoGubX0PLr3vfe+rt8F1EvpHCkBS6EBGR0bGxoaIhKJwyMjbA6HyWLBuw0oNoPJHBoeJpJIUqkUpw8UQ2QKBdhCLpcLOjYIZAKhAAQlOp2OMwuSAQqFAnIvHIRInSOTySiZL1+9gqwXxnkEZk0SCJjL4e+f9/Yikab96VNoVXD2QdiMSo+Dtf7xY8xyUUGhL61//Pje/ftgQdx/8ADq0/rHj0EnuHDx4rXr1y9dvnyy8mRlVdXZc+eQQDQwOPjf8pz+J/66dfv2z7/8fODAxzCH4YXGbfGvf31716739n24719f/+t4xXF4tH/+5eeKExXId+vs6oK7qbml5dbt2zdu3rxz9+6dO3cw5MEtB3cgDBIePHx4/8ED3NARKwS9LtRzXc+eNTU3Y/c/OjZGp9NL01cikYjBBl6htvZ2FFpA7Z92dEDdBiFxad+JuyOmOBANwKNV//hxaZsAkRQmzNA0jU9MwHsDCzU0TaWFBWo5mub+gQGAY3byeYH20NzS8uNPP16/cePlq1ckMlmpVCLIBatHNps9OjaGlYpKrRYKhSC3+Hze3Gy2WMjPF+emEol0MglThMlsgpVTLBZLZVKjyUihUnl8vkajNpmMZrNJLBbDweLxuC0Wi1giFggELDabQCQqlApwlErzW5FIZDQaHQ67VCqFalcgFIglYuRoyeQys8UcDARSyanZmZnszLTdbhMIhVwej8Fg0Gg0NofDF/ChnXze2zs6Ogo6x8Dg4MTkJAbOSqVCq9XabFalSikQCoQiodVmNZtMPB6Py+PyBXyZXOZwOPw+X0msJJPJzGaT2WxSqVQcLndkdHTHTFC4Bo2Mjn755Zcf7Plg//4Pjx47dvvOnScNDdiR+X0+oUhkMhnjsVgmnTJbzAG/H8j7dDK5urqCjSkixxPxeCgULORzU4n4XCG/sb6GJLitrU1sW5F+GgwGUslksVBYWVrMzkzb7DbECUgkErVajeQJJpOpVCpgSM2kU6sryyvLSzPTGYfDHgoFpzMZhJlDNpVOJQv5XDqV8vt9Xq8nGg4HAwG32+V2uxCkqlAo2Gw2tIEsNhtaGRKZ3NHZ+fDRo/MXLtysq7t3/35Nbe2Zs2euXrt26vSpIz8fqayqLD9+vGxfGdZP2Kf++c//jk1qqaZ+8smBpx1PN9ZWf8fZL5B+gKjBn44qBczQyOjoxMQExBcYr8FUAFEGhJSAA8MCD1YDNhOP6uv7XrxobWtDp8jlckViEYbMdAYD7ezw8DBwcTQaDYPcUqeL2FTk3qA9RaMMhwxkvU3NzdBYk0ikUpNRUvYivq396VMgy2GBQADc2Pg4js629naM5m/dvl0KekMFvXP3Lhg3sKVi4AAZKu5KV69dg7ESqqWr1679kfep5y+c//qbr7/66isQChEK8ac//duf/vRvSKr54ssvampr8Q2sqq6urKqqPXXq1OnTFy5efPDwIcannV1dmAaDR3izrg7U30f19UgjB9q3sakJfKvmlhZ4onAvxIK/s6sLNRUB1zBBkslk1FQqlQpcgEgs4vF5crkcJhCJRIy73fj4eFt7O2oqTC/QvkEVjMoKJOn9Bw8g6INZFq8fiUweGxtDKYWNFVYZfG0lpuYbBDGdTqFQsHbd4Uzy7e2t+eLcqdOnj/x85Oq1a6/6++UKuU6v02g0ZosZMWeIa8TPo0arZXM4MrlMIpW43a5CbnZlaTGfm42Ew9FIJBGP+30+h93O4/PVapVKpUQ0ilQmValVPp8XB65WpxWJRfC24lwuefxxkjBZLHyA3Semu1KpBHElQpFQrVap1CoWm83j8YxGQzAQ8Pt9kXDI7/drNGqxRMwX8HHUCIQCOoNBJJHoDDqdQe8fGBifmODyuLh/c7hcuVwuV8hVKpXH7YpGI6FQ0O1yuVxOs9kskUqYLJZAKNTqtGaL2WgyqtQqiVSCIAGdTqc36CVSCZfLHR0b2zETFGa//QMDn3/+2Z49H+zf/+HxiuM36+oaGhtHRkeZLJbH7RaJRGazKeD3x2NRnU7rcNiTUwm/35dOJZeXFldXlldXV9bXVjc31mezM+lUcq6Qj4RDxbnC+trqwsL86sry9tbm8uJCITcbi0Yz6VQmnSrkcwvFuaWF+alEXKlS8ng8tVrlcNiTiUQoFHS7XXyBgM1hWyxmv983m51ZX19bWV7KZWe0Go1er0vEY0izcToc6FMjkbBWp5UrFC6nM51MxmNRGH+B/5VKpbg24ScXECUajdb34kX948cXL126WVd36/btEydPnqysPH/hQmVV1c+//HyysrK8vHz//g/hQ33nnb9hmfr/8dIcOPBxa2vL6sry71hTaXQ6XChgkeMIKN2poXgE9ARwGWiF0IwSiESAxGh0OpPFglQP3LJX/f3Xb9zArLWzqwuyNB6fr1QpoZWH0Ak+ZSKJRKVS4TfF93FkdBTFm0gikclkgUCAkolgGRBTu3t6kAsNlQouBFinYXv6rLu7sakJc2xcEdDXoqxCfoz48dt37jQ0Nnb39DQ2Nd27fx/PDLchWFfv3L2LGcvde/eAUrpx8+aFixdPVlZW19SgSb1y9erA4B+3ptbU1nz44b4Dnxz4+wd/hzQJfeqf//zv77+/+7PPP/vxpx9ramuv37gB+DViUy9eunSysvL0mdP37t9vbGpCAu6Thobbd+5cvXYNE3UsVoHdwAISO2+ECKHmwfRMIBKHh4eHh4db29pwf5qYnKTT6VjXwfGM0R8udmKxWCQScXk8Pp/P5fG4XC6NRhMKhWQKhUwms1is0dFRpCLj3EegW4n5gGVqCQ4MY8+r/n4YMzBpLE2MQWvC0mRoeBiUEjKFwmKxEJBuNBl38nltb2/5/T5QUu/cvctkMt0uF5Q+RpORz+cj4RHBZ1KZlEAkIpZcrVFrNOqpRCIWjYSCQawb3W6X1WZVa9RqjQYkQsSrQS7r9/ki4bDH49Yb9EqVki/gi8ViuVzO5rDBe5mcnBSKhGqNmsVms9gsPp8vlUolUonJZDKZjCKRUCwRC4QCuVxuNps0Wg2TxWIwGHq9zufzms1mCFy1Oi2i3NgcNofL4XA5SOKDShkySbFYzOaweXy+RquRK+SY9OoNervDbrFY7HYbAMU6nY7D4UikUrvdZrGYNVqNUqXkcDkkEonNZisUCofDrlAqmCzWxMQEh8vdqYf2Rqf96aeflJXt/egfHx2vqKi7detJQwOiIJhMJpfHC/h96VQqOTWl0WoCfn8qORUKBiOR8MJ8cW11ZWV5aW11ZXtrc2lxIZfNLi0uxGOx+eIcbKlQ/+K2NJ1Jz2ZnCrlcfjY7OzPtcjoFAoFMJjWbTYl4LJfNLi7MJ6cS05m0w2Hn8fkGgz7g92enp+G0mc3ORMJhk8kUDPinM+npdNputzkdjnA4pNNptTpdMBhITiWmM5lQKIhAe4NBbzDo8dbxeDwg+To6OweHBukM+rPu7nv371+8dAn37Jra2uMVx0+fOQ0rQU1t7eHDh8Eg3Lev7O9/fx9Bb6Dn48/du3d98uknT58+/Z1rKo1GJJE4HM7ExATqEH7yIS7HXBsTKtyvMeOChJJKozEYDMSGk8hkKpXK5/PhauXyeO1Pn7a0tqJa9/b1QSMAMjIkvr19fYi3pNHpiKbp7evD+YgjqTS+E4nFEHpg/ozi19HZidMNkzo0FjDJYP0GPhxQNUhIRc+KlgIGR8B6Oru62trbn/f2Iu7gytWrkKSWBo/Xrl9HdkrdrVuXr1xBoMqZs2crTpyoqq6GY/XylSuDf+DZb3VN9a5d732w54O///19pBXu3r0LegHU1B9+/LGmtgYotTNnz544ebKmtubCxYsVJ06crDx55erVGzdvPqqvB36oqbkZEYmIS8Ri9UlDA8xR+BgCcgxCSvogOJVxQcTrCrkAkK10Oh2uKizwcCNmsVgIRYHeHLc6DoejUqnkchmZQunv74cOQCwRi8RiKo1GpVIBOXnx8iVitLF5HRwaQi1/1t3d9+IFVioYAuGLwaSXwWTCMDYyOkqj0Wh0OuJQdvJ5bW1tUqnUn478dObs2ZbWVrVabbNZLVYLnC0yuUypVCqVSpPJ6PV6kAFuMOjhXVGqlKDf6XQ6qIJNZpNWq5Ur5Ha7zWAwIAhMq9UA1Wu3250up8/n9ft8KpVKpVZJJBK4XHg8nkIhZ7FZCAwXCIUCoUCtUQtFIiaLCYWwUChUKpVisVir1ep0OrlcJhAKeDyeQqkQS8QsNksskRgMep1ep1AqVGqVRqMBRAInFZPJFAj4ZDIZaZU4qUQikUAoFIlEwD6IxGKpTKrTar1ej8lsQjq6UCQ06PVOp0OLoBE+H9tiNpuNywGOTe5O1VTMflvb2g4c+HjPng8OfHKguqam/vHj1rY25HrJZFKJRDKdSS8tzMdjUbVGnUml0qkkMAtgPqwsL83l8xvra/ncbHJqKp+bnUokFhcXVpaXsHDd3NxYWpjPzkyj4BULBa/HA8iUVqv1eb3J5NRcIb+4MA/cUm42G4tG4IuNhMMzmczy0uLK8tJsdiafm53NzsxmZ2YymUw65XI5rVar1Wo1GA2hUDA7PZ3LZqfT6VAo6PV6jUajWq3WG/RSmZTP5/P5fJFIxGSxMCUlEAitbW337t+HRun+gwfVNTUgmyIfrLqm5quDX+3a9d777+/et6/s/fd3Q8wBZ+p/1tRPDrS1t62trvzufSqXx+VwODgCWGw26JcsNhvHxBugDIGAJRCM8HCpllIqQclnsdk0Oh3SO+xiiSRSU3Pzs+5uaPl6nj+HYB0qj1JMDSJrMLDt7unByUgikTBMRxQGg8FAWg4URt09PZDtwRsDslIpZ+Z5b29La2vXs2dw6GOOh94UcWDwp0I7CiHx044O0B4wdbxZV4feqO7WrbPnzl29dg0KmrPnzqHBAr329JkzICtdvHSpf6D/v+U5/U/8VV1TjdTf3bt3QRfw3nvvQsi+b1/Zt999+/MvP9eeOgXL79lz5yqrKo9XVFRWVR0rLz91+hTkBhj24sEBGHnl6lVsuzF7x9gANCVQc7EE7fvNSIOmEEtWVDXo1yCu4XK5HA6HwWBQKBTgk3ApxKCJQqEQiMRSvDmbw35z56PRkCwGtj6bzcYwBlYQ2FsFQqFEKkGmJlIcQM9HdBL8NljmAa0AmevQ8DCKMYPJVGvUO/m8NjbWnzQ0/PDjD9dv3Hjx8qVOr7NYzGazSSgUYuqrUquMRqPRaIjHYyDdZFLJSDgciYQ1Wo1CoQCTSCwW4yjUaDRKldJqtcjlMvSOCoVCKpUqlIqA3280GZUqpVqlMhgMWq0WdEO5XC6TyWw2m0qtkisUQpEQoVg6nQ6htkqVUqlSIpQGuZMWiwWuUwyQIV3pe9H3htKgUmq0Gp1eh3qv0+mEQiGdQedwOYC4waw8MTnJYrGUSqVOp4VS0mIx+30+l8up0WpgcmVzOGwOx2KxeL1eeFKNJqPNauXxeUwWS6PRaLQawCt2LEz+9evtjY31Bw8fHDjwcVnZ3i+/+vLCxYuQYYK3bDQa1GpVbja7vLgwM50xmYwIWZvJZKYSiRJHCcyHVHIqlZyaKxQy6dTS4sLSwjxyVTc21pcWF1JTU8GA3263abQaHp9HpVLVanUwEAgFg7FodC6fX11eWl9bnc5kwHAQCoVQ+aaSyeJcYWVpMT+bLRYKy0uL83Nz05k0PDNOpyPg90fC4UQ8DuVUPjebSadCoSCsSrjP8fh8VHEmi4UWa3xioqm5+f6DBzdu3oTA5XjF8W+++ebwDz8gJaz2VO3nX3wOPGrJfVAS/aKy7t6968CBj5ubm5eXFn/HmspgMp91d4PqiUrJZLH4AgGonszfNOhgLWEnQSaTxycmME2FFIhIJOJagXWpWCIWS8QAQXB5XMzoMFUeGBzEsYV+ESslnHfjExMcLlcoEoJlMzwywuVygebn/oa9Bl6u5/lziInQzuJIRROAmoojFV0y1JsDg4MdnZ0YCZaUSm+csr29be3tj+rr4X+CrRj2U1yIACD8+ZefT585g2UqqIRnzp49f+HCqdOnz1+4cOXq1UuXL/+RNUqoqbColt5mCPB27Xrvy6++PHT40E9Hfrp0+TKuJkj1AQUbk/Nz58+jJW1qbkbYePvTp3APX712re7WrVKwweMnT3BzKpXVpx0dqKnAaqJ0gdgF0i+cYJj6Mlks6G+JJNLg4OD4xARe76GhIUCU8Bup10wm8z9pOyMj4+Pj+BgzZAKRODY2hn4I5ZxAJLLYLBabhUEL7D34MtAiw06NGQxGJljTyuSynXxeSwvz586fP/zD4Zt1dcMjIzq9DpITiIbQlFttVr1BHwoGk1OJaCQSj0Wn0+lUMhmNRgN+P+JoyGQyjU7H3lQul2s0aoFA4Ha5FAoFj8cD5tftdqGJRDFGgeTyuGKxWKVWKZVKjUaj0+uEIiGoC+iJMQ9Ua9RSqRSYQ4lUEgoGnE6HSqUymYw+n89ut2EvbjKZvF6Pw2GHu8NoMiLozWQywTepUqnwHAETBgxVqVRgm46pr9frgXhYKBSKxGKhSOhwOIDZ4wv4TqfD7/NpNBp01XKFnMVmjY2NiUSinXpor1dXluvq6j7++J979+759ttvrt+40f706eDQEJPFEoqETqdDo1EnpxIL88W5fN5qtUxn0ulkMjszHY1E8rOzi/NF/N5YX1tcmJ8vzs3Pzc1kMgvF4urqyubG+vra6sbG+uryUigUBD5Po9Eg7z3g96eSyWRyKp1MLizMr62trq2uZGemszPTM9MZoUio0+mSU1PRSCSVTGJ0nMtmF+aLC8ViITebnJryejxejycei4IhHA6H0qlkLpudSsSB/DWbTVKZVCwWw8fM4/PJFApEghMTE+hTkV51/caNY+Xl33737fGK4zixq2tqvvjic/DG8RsX+pJjHjX1nx//8/Hj+vni3O+o++XyeND6gmE0ODgIhzuDweBwOFweDxk1BCIRqgoqlYqcLExiAZdhMBmYxmAEwWAwRGIR1JIw7eKIREOJaopC2PP8OZ1OhwubQCRCTVCCJlOoVOxcUXcRU0Cj01ERW9vaSlAn6DZf9fc/6+6GcIlEJmObi2E1Mt2ednRABAgjBL6q7p4ebFVb29pKmCR4Zu7eu3fj5s2fjhz5/tD3xysqak+dghbpUX399Rs3wM0HywN21cGhof+W5/Q/8Vd1deznv6AAACAASURBVDVeX0BM8BKDEPbOO387cODjzz7/7PMvPj9eUYGe/szZs1XV1ais586fR6Db5StXsFjFvhyvZf/AwMNHj27W1d25c+fho0fQcnd0dsIeWko2LWHrh4aHn/f2dnR24i6FaxkmImhhUeSw3cBeHzI9qAQoVCo2ryXrS8m9DdMzFrfQyYP20NvXh+saFg0Ak0H0Ozg09PLlSwxLsN6DswuFv7evD6JlApEokUp28nnNzkyfOHnyx59+evjo0cTkpMPpALpBJpch6xsbRzRAAO3aHfbkVCIWjaIC+XxenU6rUColUgmbzWaz2TK5zGQyWixmrUbD5XK5XK7NZvW43civNpmMSqUC7Bc+ny+WSJB5pdVqjCajSqVEIs0kgaBSKXU6HWIlORwOIs2BIXQ6nTa7zWgyInclHA7Bg+Fxu0PBYDQctlqtCoXCaDTCmKHWqDVajVarBa8NEwUGgwEomxqCZIvZbrc5nQ6b3Wa1WnQ6rcViNhgMYokY/SikSS6X0+f16nRaJouF2TWw5DLZDl2GXr/enivkr9+48dFH+/fu3XPo8OE7d+9CrYIvCVvtaCQyX5yby+fdblcmk04lk7FYNBDwT2fSi/PF1ZXl/Gx2dWV5fW21OFfIZWeSU1O52Szyagr53PLyUnZmWq/X6/S6aCRcyOfyudl4LJpJp2YymUIul8tmF+fnV5YWV1eWwY5Ip1I8Hk+pVEbCYYfDHgmH06lkLBpNTU3lstlCPpfLZhPxuM1qtdttoVDQ5XY5nA6X2xUI+DGadrtdPp/XYbeLRCK+QACZvVQmZTAY/QMDFCp1bGwMNRU7uGvXrx+vOH702LHLV67Ai4HZL2Zjb7/9Fk6hUjRNSaP0j3989ODB/Xw+9zvWVLFYDLUFukMIdBkMBpvD4XC5yFTC0QC9ErrMpx0dz3t7cU/HXZ7BZA4ODQG6jT/hlx8ZHW1uaSn1qRAilXRGrW1tTBZrcnKSQCTSGQzolZAriXFxyQULHCs+wCHY2dWFRS+6UpxTnV1dDY2NACsi8Q1naHdPDzh2gELAMoFOCJ+CEvukoQFejtt37ly5erXu1q3aU6eO/Hzk16O/Hj12rKa29mZd3fUbNx4/eQLyJDxSCNP+g2uUqqur8e6+/fZbUNz97W9//fd//9Of/vRvb731l7///f2yfWX7P9r/9TdfV5yoQKoPiBkVJ05UVlWeOXsGuMfzFy5cv3Gj/vHjtvb2js5OTFDhaALnEwSl5pYWLOyfdXfDJgFnKu5JuFqhXA0NDw+PjuJtHB0bw5uDBSd40SXFALgiEOJNEggQ8QITD2FByabV3dODzy1V35HRUYRB8vg8JpMJLwebzSaSSM+6u7FVhc2aTKFQqVQyhQIrF95wNoezw7Nfq8368y+/HCsvf/zkCZ1OV6vVJrMJNgmhUIgsbiDioA3k8XhCkTAei3rcbo/Hk4jFYpGIzWZzOOxer9dht0NZLZVKAaUTCAQcDkcul7tdLrfbbTAaQGYwGg08Pl+n04HRJpFItFqNWq2GV5XJZI5PTEikEqVSiXxyCpXKYrO5PJ5QKISzBRpRp9PhcjkjkXAw4Pd6POgyw6GQz+s1GPROpzMUDOj1eoS8KhQKEIxRofkCPvRKWp3WZDY5nQ6zxWww6FFcLVaL1WY1GAzw8Gi1Gg6HIxKJzGYzXDdUGk0gEIjFYg6HA+LNzjyy16+3Z7Mz169f/+ij/WVle7/7/ruHjx7CJE1nMCQSSSQcstltwUBgYb5YyOW8Xk86lYxGI9OZNKrX4sL8xvpaOpVcWV7a2tyYLxYXinPzxbmlxQXgIFZXllOppFarNZlMU4n4fHFufW11Yb44lUjkZrOL88WlxYV8Ljc/VyjkcovzxdxsdjqdjkejDAZDLpcFAn6bzRqPRYPBgMGg93o8M5lMJp1Op1LBYFCj1RiNRo/HrdVqLBZzKBQMBPyZdDqTTjudDp/3TU2VyqQsNotIIiEzbWx8HBbKltbW23fuXLt+/dbt21euXi0/Xn684viNmzevXL168dKl2lOnvvn2m1IiDSZk//Eff/7rX99G2/ruu+/s2vXeRx/tv3fv7uxs9nec/SoUCoS0YHSGqzRu3yiiMPzB5YnjY2x8HOSEUnYpVBtoQ8HqhBgEGVvdPT39/f0Tk5NADCIPr+SLgLoEINbx8XEAVKGiRA3Gfx/EfDqdjoQs9LIYrCE4E0UXTScyvJqam0G3gTAEs9+SKx+NDjAOV65ebWhsRHEFhxYY9/rHjy9dvgSwA5pXWEHgXr12/frZc2dPnzlz4eJFzH532Lb//9SvquqqEpWwZAtD1hJ61rKyvf/85z8++fSTb7/7Ft0qePonKysrTpwoP15eXVNz4+bNBw8f3rl7F6LrJw0NQEP3vXgBWyqcqaBIllD1kJ4RSSQ2h02mUF719z/t6Ghrb4ftClgGVNASC7p/YABEJKiN8M4TiESJVCoUCeG4QElGqCo6Xaw8oO/Fe4tRDYlMFkvEEomYzeFAyyqVSYlEIp3BwIBneGSk69mzyclJDIHx09HR2YlhD7YbSqVyJ58XlUb78acfy4+XNzY1sVgsHo+nUqkgedVoNBaLWS6X6/U6p9Op02m5XC44fDqdVq1W2+y2eCzmdrtCoVAwGAiHQsFAQKfT6nRam80KmD7CpnR6XTAQCIWC6VRycX5+rpCfTqd1ep3dbpNKpUql0mDQa7QamUwGvim0GmKxWKlUQqIySSBQqFScKjw+32QyGY0Gu90WDocQ0un1etxuF2JY3G6XXq/n8XhyuRwp6EajwWKxmEwmlVollUqhJhWKRBjwGowGt8vl9XiMRoNYLBaJxVqtxmwx6w16kUiEjD+hUMjl8fQGvdlscjgdKpWKyWTCqCqXyyd3dp86nUlfuHDho48+Kivb++2338CxjUkMOmmn0+H1evK52bl8zuNxx2NRj8edz80Gg/5wOFTIza6vr81MT6+urmxvbS4vLS4U54BPWl1Z3txY397eWl5eymTS6VSykMstFOfW1lYX5ouzMzPFQn5xvggiUnZmOjs9PZfPzWQyiXg8HAoxWSyFQhEI+O12ezQSsdtsQqHQYjHDpJScmkolp2w2q8Ggt9msKpXKbrMlEnG/z4cUOYvF7HQ6bDYb0FfgUKJJHRkZIZJIuFjX3bp19do1nNhHjx49duzYzbq6Cxcvnjt/vqa29l//Ovjuu++UwKil4vpf+9QP939461Zddmbmd6ypMplseGQENaxkZSFTKHyBAEwGJJ72PH+OKznK2CSB8F//nJiYoFAoDx89unf/fndPD4FAeP78OTARQMQxmUzYeIkkEo5C1NGW1tYbN2/CEd/Q2PikoQEuGpRADNMYDAaDwQBVGMBhTPA6OjuRFI0tGiAVYOjAzIqZc4kJgPUt6EsYBT/r7saM99bt2ziaodW+dv16iSpw4+bNGzdvXr9x4+GjR03NzYhGAVbp+o0bSC7Dp1y+cuWPzND/rzUVr/Lbb78Fhv67776zd++eTz458MWXXxw8+NW/vv7X1998XVlVVVNbc6z82NFjx06cPImIiStXr5bYSbi+PH7yBA6ormfPkLWHbXdDY2Np0gu/FuLHx8fHyWTyyMgIUMDY+uP1RnM5NDQEFD72CBKJBAnbNBoN+EAOl8tms/sHBvgCAe7LFAoFfTCKNDRHpYvgm4wwIpHwmxKex+ORKZTB4WHI1HH1xL9/s0AdHoblBlNr3FZ3uE/te/Hi0OFDv/z6S1NzMw4yUOlhFAn4/fgNyUk4FBQKhcC6wg7n9/ucTkc0EkkmEpFwOBgIIFXN5/M6nU6FQoE7rtFoBIEoHosuFOeSU1PpVNLn80INJJPLDAaDxWLWajVMFguppWQymS8QSKQSkUiE5DgiiUQgEMgUCpPFVCgVCLyy220Op8NkMvL5fLlC7vV6ADzy+/1KpVIqkxmNRrPZDCMs8tokUilm1AKBAHNgjVZjNpsA7oexCn8jlUlpNBqMT5jGicQipLdClmUyGfV6HYJgaTTazjyy16+3gwH/iZMn9u//cN++ssM/HG5rb3/S0IDkTbVGg+8/cIDLiws+nxdj1fniXCwWDQWDsNMU5wrLS4tbW5sQ6CKKvJSfurmxvrS4kM/Nzs8VVpYWNzfWl5cWF+fnlxbm5+cKhXwuEY+n06ns9PR0Oj2VSMSi0UDAz2QyRSIRdqIet1utVnO5XIvFHA6HIuHwbDabz836/T7Mz+02m9fjScTjwUAgEg6HQ0GdTmsymaxWi1gihtuVzWZTKBQwtCFEbWhsvHHzJo7rq9eulR8vP3Hy5N1795Bjfbyi4osvPt+16z1UUMx+0aqiT31TUz/cd/3G9VQq+TvWVKVSSSAQoNwppaLS6HQuj8vl8QRCAaRJYOWXdECwgQMLDgwvk8lEq0en01lsNq7hcOZg3sVgMrFVggcGn4jWkEwmDwwONjU3o/ftevYMZBmIJyG8HBsfx/ailAHS3dMDxQfknRhKg8WDmXNrWxuIEOhlS7gc2HU6Ojt7nj+/fecOHJBPOzpaWlsfPnqEfLE7d++ePnPm1OnTDx4+hN4McGCgBuBYvXL16tlz5xBIDu3SH5n5UFVdhdXFO+/8Db/ffvstvNbvvvvOR//46KuDX/3404/Hyst/OnLkyM9Hyo8fr6yqPHrsGLaqmAYDSXjr9u0HDx82NjVB4gvYL4gcDx89wrTnzt27jU1N0LIRCAT4UkpE+57nz+sfP4aGDtKhUsAqxOqv+vuxnoe7nMPlMphMIok0SSCIRCKpTEYkkUQikUQikcllEE0A8SMSi7m/5WtSKBRc8kpK+Ff9/RQKBerfUmwcINVoeUtWLiyDX7x8iXsqkUSSK+Q7+bzqbtV9f+j7mtqa5729EAoFAwG1Ri2Xy41Gg9/vA/E8HA7FYtFEPA7tq0AoAPnBarOaLWabzWq2mBEq4nQ67Hab3WHX63RgHAINaDAaHA4HFEORcDidStlsVr6Aj62q1Woxm03gPKg1apVaBZUvmEoGgwEIQDqdjirI5XIB9TWajAajgUyhIGLZZrNGo5FgMBAMBqw2q8FoMJvNAPer1WqT0YiqyeFyGQwGh8uFjpLD5UhlMoPRYDabzBYz8mfghdVo1DqdTqFQoHPg8nhqjRqDcb5AIFcogDhGPNzOPLLXr7cdDvvJypP7939YVrb3pyNHEEDZ29dHoVKlUqnRaJiaSswV8stLi0sL8wAhRSLhhWIxOZVIJhLFQmF9bRXwh62tTYx8Nzc3lhYWFufn32iU1tdWlpcWF+aXFxdWQCtcW0Uju7y4UCzkM+nUzHQmOzOdnJqaSiTisVgwGEDgisNuN1vMdrtdqVCwORy73YY2tDg3V5wr4B4WCYfj8VgiHkslk5l0KpfNRiNhJPppNBq+gC8QCrgAyFMoUMOgSX3S0IDDGf1MVXX16TNnHjx8eO78+ZramooTFT/+9CPYqCVVB34jbhI1dd++sitXLkejkd81l0Y8PDICHgIuBWQKBc4BGp3O5rDRmMJFA+s6DojxiQmoH1+8fMlkMkEe4XC5KrVKoVRguoV6Vvpv0ul09IugHb14+bKzq+vxkyf9AwONjY0QEJVYaCXhCZTGA4ODw8PD0H2gUUApBSUAKkp869va28lk8stXr9ra23Gu9Q8MoOVFDYZvFQUbJELUS7ShdbduYfYIkwwiRJA+hpp69969h/X1EJuhT4Vw6dLly4NDf2jdL2rqrl3v7d69CxdGEArfe+/dvWV7P/3s04MHD/7444/Hysvh662pra2sqqyuqSnVVEAesFjF9xxDeIiBcUMCohlQjgcPH2IrAXX60PAwLk8dnZ0tra2AGT3r7n7x8iU0QYNDQ6XZLyoZtqeQJjEYDBgtILjD1o3D5eAQh/GDLxBIJBIOlwsLHT6dRqNRKBSkmk8SCAMDA1APtD99ilUrNFAYPmPrAaEc8DcIyVGqdnT2e7Ky8vAPh+/dvz8yOipXyE1mUzAYgD7WYDRodVrokswWs8Nhn5nOWCxmZLnwBQKRWORyOmG0kCvkkOnabFaXy6nRqEkkEoVCsdttWp0WLFK9QR+LRtKpZDQSMRqNUOrqdDoImowmI5PFZLFYWp1Oq9OyORwY8xgMhl6v1+t1sNJxOByFQgHyvlwhdzjsSqUSGUECgSARj6VTqVgs6nDYtTqtw2H3+3w+nxe6X3AEOVwutGZSqdTtclksFg6XA/SH1WrFLlAoElKoVKlMajQaHA67RqNBd+5yOl0uJ2qqUCSSSCU2u01v0GMdtjOP7PXrbavNeuLkiX37ysrK9v7y6y/Io3ze28tksaDcjkYixUIePtRYNJqdmc7NZleWlxbmi/NzBRhmlhcXYEVdXJhfW1udLxYLudxcPr+2tgo8IeCCy4sLi/PFtdUVJMShrM4X53LZ7PxcYXFhPjebTSWT0UgkEPBzuBwGg2G32202m9FktFqtJpMxHovmZ2exlF1aXIhFIza7LRwOQS2cn50t5HPFuUJyKmGzWa02q1KpZHM4yJ9nMpk43nFVbW1re1RfX3frFlY/V65eraquxrYIzU9Nbe2PP/34/vu7IffFzAzYGaiWEOpcVrb34sUL4XDod9X9crt7ejq6utqfPsW1mkKlCoVCEJFodDpudoCoEYhE6DVKa1Twdak0mlwhh5cGoXcA9sJCOkkgMJhMNocjFAoxJSOTyb19feMTE087Oi5fudLz/Pnde/fQVgKI87y3F3pLjKPBMsTYDU4YcOxQgOECxOnZ1Nzc9ewZgUCAUAVQCNTUEi6uuaWlZEt92tHxqL4egN/7Dx7cuXv30uXLt+/cgbum7tathsZGjBfwMf7N/QcPbtbVoU+FAwQQ4D9yTa2trYWQHTUVycDgKL377jsffrjvq4NffXXwq6+/+fr7Q4dOnDyJ4MNTp09X11RXVVcDUnj9xg20oQhSRcOKdBpQPlCTMPJCEl9zSwvWFtgIwGPT2tbW2tYG2D1YlZD1QiuEJHAUYIQrlEosjUbD0BJgWyaTCc4RrGICgQDxZ8jxBY8U0CUMY1BW8cqBTIIvqaOzEyNocPYhXGAwGbCAM1ksCpWqVu/o7PfosWNHfj7ytKNDIpUIhAJEY4ZDIZ1eJ5VKLFYLh8sVCoXwmUyn01qtlsPlKhQK4PWtVis4OAG/H0ZVjVajUqnUajWPx1MqFYl4zO/3abQamVyuVCkxLBUIBUKhkMViaTRqv98P94tWq1UolUKRUKvVanVaiVQik8vUGrVer/d4PEqlksPhkEgkHppaixlQX51Op9VqxBKxRCoxmU3T6fRsdgZ8QbB5Aea1WCw6vU6pUorEIja+20ymWq3CBFIml/EFAj6fbzDorVaL0WhQqVQ0Ok0kFul0Orvdhow5oUio0WhcLqfBoBeKREwWi8vlajRqiUQyMTm5kxols8Vcfry8rGzvvn1lFRUVyLrHMM9sMeNbEYtGUQtTyeRUIpGfncV0F/6ZQj63tLiwtbkBOOXq6srifDGXzS4U51aWlzY21jc3N1aWFhcX5leWl+aLc6srKwvzRfy/5otzhVxuHv9yfW2+OJecmopFo7FoVCgUcnlcm82KFcBUIp6Ixwv5HDDCCMOZmc54vZ5YLDqXz6VTyUw6VSzk5wr5RCLu8bi9Ho9KpWKz2RKJBOwgCH2QJQVqKfI2Hjx8eOny5ZrammPl5adOnwYkoKa29utvvt616z3sm9Cq/v9r6t69e85fOB8KBX/Hmspms3F/x489AFd8Pl8gECCa402XyeUwmEwqlYrNJQ4CJouFjhN7KalUCgsB1EmwFsGWR6XRRGIxX8BHs/js2bPOrq5JAqGxqenCxYvtT5+CrNv+9On9Bw/u3b+P6CvcU0AVxgSmxELqevYMM2TIT7CRQmeAkBB0oti2ljj7pbkxBr/47yPQDc3Q7Tt3Ll2+/KShATNk6GUuXb5cXVNTU1sD8sDDR48A+0Xo24WLFyEGvnDx4h/Zn1pbWwvMJgLJcUlEOgRiyf/xz3/885//OHjwq+++/+7Hn34ETL+6pubEyZPVNTXnzp+/fOUKqGMolgA7NLe0NDQ2QsKN/xN26qHh4abmZgwVOru6kIqMfTk03tA3lTwzo2NjsNZA0YbwJShagZtGwgYiTfDeMn77xeVyWSwWXJsAjwC3JBAIQNl8k+ZGoSBkArMTTES6e3qgUu569gy3QBKZjK9ndGx0eHi4hAwTS8Q7+bx++fWXY+XlvX19BqNBIBCAyRcMBrDdTMTjKDPQE4WCAYfDLhaLsXZFWE08Gl0ozkUjYWwrzWaT3qC32awoP9i0WW1WRGOaLWZA+ZGL6bDbvV6Px+PW6bRCoVAqk0LWq9VpVWqVSCxSKpVQh0qkUolUKhaLlSol9FNCkVAqk+J/y+12ez2egN+fTiYT8bjZbNJqtXa7HdQIgVAAzKFCqeALBCQymcliYrYskUhgeDUY9G6XCz26Tq/TG/QKpUKn0+oNeqPJKJPLwCKm0mhGo8HusAtFQuh+VWoVXyCYmJiQSHbIBPX69bZCqTzy85Gysr37P9pfU1sLsSRshxqtRq5QOJ2OUDAIyFF2ejoeixVyuU0kp66vpVOpXHYGot/X21sLxSK6z9nszFw+P1fIr66ubG5urK2uwHWD2ol6vLG+tlCcm8vn0OZubqyDxAREvlqlUiqVoVDQ5XL6fN7pdDoaCefzOQTdrK2uzGZnMulUJBJOp5KL80XsYoFhmkokHA6H3W5Xq9UMBkMsFgsEAhaLRSASn/f2ohfq7OqCgxGk0mvXr9eeOnX4hx9++fXXyqoq2NwPHT60Z+8epKWCmw+jPGoqrvt79+45e+6s3+/7HWe/HC6XSCROTE4+6+5GMDiDycQVlcFkImoNskA+ny8QCmCER0QMXKp9L16QyWShSKRQKGh0+pvISQplcGiopbUVmjRc4ZHsDWIRYkDa2ttPnzlz+84dYI8gGrpw8eLjJ09IZPLg0NDExAToqWAhQcZJIpMB+0WV7Xr2DLEMQ8PD7U+fYqr2qL4eZRtNbc/z5zjIsHLDoHticvJlf39be3v706dgEMIlCVrhk4YGVNCbdXXI6jt77tzNujoQCtGbgvR76/ZtcAz+0F6amupdu94D8+Gvf337L3/5j5JG4C9/+Y/du3d9+OG+jw98fOjwofLj5cfKj504eaL2VG3tqVM1tbWnTp9Gtg8M3bjfwIcK5Rr+5lF9fXNLy9OODgKRKBAKSGQSrj4NjY2YsoBQ3ffiRUtrK3YKAIlIJBLgk2h0+ujYGJlMxsQC0l86nQ7IDhIgcC8cGR19E7XEYAAQJhaLWSwWgUCAAxU7VDqdTvmNJAxFHhYlWOHDsYMVb29fH7Yb4KhAl1eKoiORyXL5ju5Tf/7l5zNnz46Nj8tkMq1WA4NgKBS02axer2ehOJeIx8KhkNFocDodPp/XZrOCMRQOBfUGvUwuS8RixUIhOzMdCYd9Xq/f7/P5vKFgEEtQj8cNCLvf7/f5fG63C7AFApEol8visVgsGo3FohaLWSgUlhRJFqsFY2eDQQ8woVwhN5mMJpNRrVbJZDKFUiESidRqlc1mDQb8mVQqHoshMl2r1SoUcnhJEUIulclkcplMLpMr5HwBn0KlcnlcvkAgFApNJqPdbnc4HDa7zWK12GxWeF7tDrvH7fb7/W63y2q1yuVygUAgkUhkMplGo/F6vRarRSQWi8Rio8nIF/AHh4aIJNLOPLLXr7cFQuHhw4fKyvZ+8cXnl69c7ujsfPDwIbZvUG/5vN6ZTGZhvri6spxJpVLJ5Fw+hxK4ubFus1mnEvGlxYX1tVVolDbX11ZXljGJzedmlxcXlpcW5/K5uXwefera6gogwBvra9mZmflicX19bWtrc2tzY3FhYTqTyWWzs9kZu90ORZLH7Y6EQ8mpKZ/XCxpwoZBfXV1ZmC/OZmcw24AJJxGPpVPJVHLK5XJarRYEkoPTyePzWSwWVniwwKGmgv3y4OHDa9evnzp96tDhQ78ePYoD5NTp0999/x32qehKca3HKLik+y0r23v27Bm3x/071lQul4ux1bPu7ta2Nix4wF2j0d/8otHpsKsCB0H7TfIOUiB0Flwul8Pl4M6O6tU/MHD33j2wFHr7+tBtPKqvRwIzwDcTk5MILp0kEFrb2mg02sDgIIiOGPbSaDTkZwFniMo6SSAA84s8OMBr4KMF5wFRqa/6+xlMJg411FTY83HY4aTDTrejsxNjOihOm1ta4C9+VF9//8ED9KBnz507f+ECrKsovdAlXbt+/cbNm5evXPmD96lV1VWggr377jtvvfUXpJGDpvTee+/u/2j/Vwe/+ubbb44eO3r+woWa2toTJ09WVlUhLK+yqhJKpctXrkCDgKlvc2srPEuXLl++fOXK/QcPSsI3gVCI7C1wfPh8vlAkZDCZDCZDJBbR6LSOzk4uj6vRaIAvkEqlTBaLSqNBE0CmULg8LpvNhiKdx+MJhPh0Jp3BIOHGSKNhGEOmUPgCvlgi5vP5JDIZFEy84Vg6ACqCGQw2/bCioStFqQaQBNI8qIhhvoTKicFk7vA+9eixo7fv3OHz+dATmS3mZCKRiMc9HncwEIDCJRwK6Q16IPIj4ZBOr+PyeAG/X2/QOxz2cCgUj0VnpqejkTd+iUDA73a5TCajVCrVaDSBQKA4V5gr5LVaLZvNJlPIo2NjY+PjKrUKMt1YNOp0OlxOp9frcTocNpvV7/N5PR6f12s2m+UKuVQqNRgMKHtCkYjBZEplUolEotaoLVaLx+OOx2J2uw3iKaPR6Ha51CqVQqHQ6XRqjVqr0wqEAr5AoFAq2Bw2g8lEjCtyAixWi9fr8Xg9NrtNp9cZjAav1zM9ncnNZuOxmM1mFYlFJDKZzeHoDXqn02m2mM1mk9PhUCjkVBqNxWbBLs9gMHbmkb1+vc1gMr/99pu9e/ccOnwIExpkOgmEQrlcLhaLGUoLVAAAIABJREFUg4FAIZfLzc4uLS5EIuFwKDhXyK+vr0HQm8/nFopF2GY2NtazMzNLC/NLiwuz2ZniXKGQzy3OF5eXFouFPOLzZrMzy0uLC/NFRNnk8zkIhhEUuLmxPl+cKxYKxUI+Fo2GQsFwOBSNhGPRqNPp1Ol08VhsYb64srIMQH9udtZus/m8ntnsTHZmeioRh31WpVJJJBKj0SCXy5lMplAk4nA5TCaTTCa/6u+Hd7zr2bOH9fWQWTx+8gQk8FOnT2HWVVlVVVVdffDgV7t37yqRCGFAwBFU8qfu3bvn9JnTTqfjd6ypfAEfNbXn+fPGpqaXr17hYs7hcJBaNTQ0NDg0RCKTcdyU6KlgUiNdGcZnNIVwPjzv7R0dG8PCEvtLjGShDHr46FFrWxuDwWAymbCsIEGawWC86u+/cfMm/sHTjg6ok0bHxvh8Pr6Mko4XoZUIniQQiSQyGcbEl69egRoxMjrK5XEhiO978QLTY/gLQXECqQc72kf19W3t7VD5YgqNISRysK/fuIGxA/7y9p070MhcvHQJqMKLly5dvHTpj7xPrap+wyYEbBPjXyww9u0rO/DJAVhofj36K+IHamprj5WXHz12tPx4efnx8ooTJ06dPn3p8mWIru/euwfdL1QY8ArD7wQyycTEBI/PYzCZExMTLBZLrpDLFXJkiSDFs6GxsX9gANIhiABQzFD5BoeGSGQSk8mkUql0BoPBZNIZdDKZDBAYXuzSJ4LHy2QyWWw2YnPuP3jQ29c3MjqKaBpYa0AZLF0raTQaflggCYZgHoZp3O0Gh4bgwwO2TKVS7eTzOl5R0dDYKJPL0IdZrZZoNAIFr8GgT05N+XzeVDIZDAZtdlswGMzOTHu9HuDstTqtzW6LRiMzmUw0EnG6nGq1OhwOh8Mhg0EPbjAMo7PZmblCXqlUwCkwMjpKoVAAIfJ5vS6XU6vTRsLh2ZnpQj7ndrv8Pl8wGLBaLVar1eVyWi0WOHxA/WUwGXKFXCKRyBVyg9FgsZhlchmDweBwOUqlQq1Wg+2g1+sMRgPwvyD3wqHB5fEUCoVcIdfr9Ta7zWQyYvlnNpuQDeB0Oacz6ezMtN1mYzKZED8SSSQGk2k2mx0Ou0gslkgkSIEFYRG0y515ZK9fbxOIxH99/a99+8q+//67m3V1La2t9x886O7pkcqkKpVKqVROJRKYxy4tzHs87mAwCIkQlprbW5vbW5vQ+i4vLcZjseJcASqk1ZXlUmrNQrGIsodp8HyxuLa6ij3r+voaIufQ+64uL68sLwGjn0pORcLheCyGV8VkMk5PZ1aWliKRcCIRX11ZXlyYD/j9kXCokJudnZlB9Q0G/GqN2mAwOOx2uVzOYrMRFYq0A3RQmP2ilCIrDP7Gq9eu1dTWHq+oqKqurj1Ve/DgV++/v7tkiMfUt7RMRZ+6d++e2lO1Vqv1d9ynisQiXMxfvHzZ3NLy4uVLBoPBYrHYHA7cL6WqCeMdyi2NTieTyVQqFblssGmTKRQoM7GYxDaLQqWiiKL5g1sGeF4eny8QCCDjBC71aUcHckyhwu3o7IRlsH9ggM/nj4+PM5hMEIbRemLOBukd9lg9z5/DxtPd00OlUkViEWoqJr3jExOl0HXYKqBnbmltvXX7NrQwDY2NN+vqYN5obmnBOdjQ2Piovh7C4Fu3byNgFXjCq9euAaJ05erVP3ifWvLS4KqIdJo9ez74xz//8a+v//XTkZ8OHvzqyy+/OHrs6JmzZy9dvnz+woUTJ08cPXb0WPmxyqqq02fOAKOPxhS70obGxlJyeGtbW0trK2pYd0/P8PAwhhmDQ0MMBkMqk4klErVGbTabWGwWAsOJJBJERhwOB7o5AECwaMcaHqGqRBKpJNAtsYJL4MBSThw2C6AKI/RwYHCQwWRgEYu7HUAlkwQCxFD4l9g7AKYIABMaWawtpFJpwO/fyedVXVPT0toqV8h1Op1arfb5vNFIJDmVmE6nM5l0cmoqHApFo5F4LJZOJUOhYCqZLORzXo9Hp9fJZDK1Ru12u+YKeWRN2+22SDjs9/kCfr/Dbvd43FnQ26enU8kktDwjo6NkCsVus8lkMplMptfrpVKpwaCPx2LT6XRuNutyu7xebyIWC/j9LqczGAyAl+R0OlDA2Gy2Wq0SSyQCoZAvEDBZTDqDwRfwlSqV0WQEJkKukKvUKoVCLhAI2BwOJg0YJ4olYqxLVWqV3WF3uZxwziBkxmg0eDzuUDCYiMdNJtPE5GTfixcQc1BpNIlEolQojEaDzWZzOhw6vU4ul5N/u3vtzCN7/Xp7cGjoiy8+37//w8+/+Pz0mTNYizzv7eUL+AqlwmazZqenA34/IEeRcCgRjy0vLaKIbqyvvd7eev16e2tzY2trc319LZ1OLS8tbf1WaNfXVvF7Lp9Pp1Kp5FRxrrCxsV7KKscH29tb29tb6HTX19fW19cy6XQwEJhKxLEuTU4l9Hq90WjI5WaXFhfisWgiFltaXFxeWkxOJWamM3P5/EwmEwz4/T6f3+8r7ReUSmVJD4v+DYqH0bGx3r6+xqYmrN6eNDRAwnLp8uWTlZXHKyrOnD176vQp1FSMeZHiDIv8W2/9Bdf93bt37d27p6q6Sm8w/J41VSRCqPjQ8DB0ichDpdJo4xMTIyMjjN96UyaTyeVxeTyeQCDAlIzD5cKjzWKxeHwel8cjk8n9AwN37t49f+FCS2sr+kJocWF173n+HDw2lEBInECf7+jsfPnq1aP6eghJQPRFLiCBQBCJRGALd/f0YMIOKwJ+UHHk4cBiMpntT5+CJMxksXB0wpwDvw2eEIwNGAU3t7TAogrV6N1795AW19nVBZloW3t7Q2NjQ2Pjg4cPUVABmcR8HzXgD+5Pra6pLgGs/yvtYd+H+z77/LNvvv3m16O/fvvddwhSrayqOn/hAr5viGoCNvnylSsIBbp46dKt27dBwnrW3Q1yJIRpkJ5h+I+LEbKSuDwuRC5KpRLr/OGRkTcphDQai8WCkhB1FEZyMoXC4/FwbtIZjPGJCb6Az+Pz2Gw2lUolEAhQD6ATotHpcJHRaDSVWiUUCnG5pNFoQpEQwGpEzcDPjfoN1SJETxQKBbMs7E3YbLZAKMB9nMfjmcymnXxeFy5exFXV6XKqNepAwK/X60sy0Znp6alEAsA/QNKRC5afzRqNRqVSSSQRZTLZ7MzMQnHO5XJiFByLRqYzaY/bFY2EZzLpfG42GPArlUp8GycmJ5ksVjQSDodCcrlcIpGw2WyV6j/nwHa7PRDw52azmXTK7/cF/H6dTqfVaq1WC5PFGp+YoFKpEqmEw+Vg6EqhUpE1JBQKFQqFWqM2Gg3QBlssZqPxjdKYyWJhFwvQvEQiEQiFWq3W5XKaTEajyWi1WS1WCxprq9WiVCrpDAbu60QiEVQmp8NhsZgNRoNSpbTZbDabjcvjoqmgUqk788i2tzYRSP7hh/sOHPj4xMmTgKQ+7+1ls9lmsykYCMRjMavNWsjnioVCdmZmZjqzMF/c3Fjf3toEJml7e+v19tb29tb21iaiyN+sSzfW4U9dXV7K52ZTyWQmncbnlmoq+t2tzQ1U5c3Njc3Nja3NjeWlxelMOp1KxmPR7Mx0OBwymYzBQGBxfn51eXlxYR4aqMWFeYwBCvlcKpl0uVw+rzcUDFgsZqfT6Xa7lEoli8VisVnID8UjoFCpYBOi28E+8WZdHaSjx8rLT1ZWXr5ypaa29uC/DiJoEhJfiJVKKCXU1LKyvSdPnlCr1b/nPpXHw+UaDpbunh4WmwW9O2rPxMQEhmCjo6PYa+IqgQBINoczPjHBZDIFQoFYIuZwuWNjY9Bt1j9+/OLly8amplJQzMDAADBGIMt0PXs2MTnZ2dV15erV+sePX756RaVS4ecBBO7Fy5cUCgUD4ZGREexBu549I/wmqhoYHIRVH9sp0ArJFEpzS8vz3l4Ol8NiswEyBFkJ3lb4caH/xCmJaoqIcgipoFe6dft2W3s72Ez1jx8DFIVN6vUbN5AHh5hP2Ctf9f9x2YTVNTWY+kLFjrf57bff2rPngy+++Pz7Q98frzh+vKLi0OFDID/UnjqFOgoMCpy+SPiBi+ZJQwNC0yD3RYgQbkslY8zY2Bjy5xGTCQC3UCgElIfP57PYLLjyWWw2g8kEsJrFYvEFAhaLRWcwmCwWXgw6gyGWiKUymUAoZHM4XC6XRqe/Yd//BtOn0elUKpVAJEqlUqPRaLGY4a7BHRT1G+TOV/39eI3xJ8otg8lEiWWxWCKxSCwWI94EMNsd5ijdun17kkDg8ngej1uj1fh8XqfDkU4mM+kU9mqZVMrv97ndruJcYXlxYTY7k5+dDYdDsM1QaTS1RoOMTJfL6fV6vF5PJp1KJacS8Vg0Eo6EQ8ghh2KDy+VyeTyZXKbT6QJ+v9fr1Wg1fD5foVRaLGaPxxOLRt1uVzAQiIRDgYDf6XT4/X6TySQQChE3Bgwkj8fD0QTEo0wms9tsLqfT6XDo9XqNVmN32N1ul9PpMJlNOp0WflORWCyXy4gkEp1O5wv4LBYLGmap7A07QqfXIUddb9AzmEzY9iYJBAaDIZPJXC5nMBAAMAj6Kb1eD6olncFgMpk788jWVle6u7s/++zTffvKPvnkwPGKisdPnty7f7+3r4/NZlssZo/HbbfbfF7vdDqdn52dnyvkc7MLxbmtzQ1sQPHn9vbW69fb21ubwP8i4g0QpblCfnl5KZ+bTaeS0+l0ca6AmfDm5sbmxvrK0uLG2ioK8/b2FsowlL1zhXw4FIxGwgvzRTy+7Mz08uIibDnJqURyKlEsFEr84VQy6fV6wqFgKBTU6bRms9npdKjUKtyQkPoHugCbw6HT6S9evmxobLx2/frtO3cAfjl/4cLxiopffv219tSpq9euVVZVHjz4FTRKGPPiZo+Vaik/taxsb8WJCqVS+fvqfglEIoQSoClRqVRUx0kCAbsrCHdR/6BRZLHZIrEI0adEIpHNYfP4PJlMxmAwBoeGmlta+gcGIKZ92tEBz0NTczMMLWgUkO8xOjYG/0zfixfwJ6DnYDAYyP2AAgX+woHBQXxJoClhzEulUqEKw2AZxtnGpqb+gQEOl8vmsGFJxA8hll6lCTDaCPiIwFd6/OQJhFSNTU2379wByR2D6AcPH979DTWAgnrr9u26W7dQZVFT/9C63+pqiH537971wQd/f/vtt/70p39DLkRZ2d7Pv/j816NHz547V3HixKHDhw4dPvTr0V9PVlZCs1ddUwOTGQJqHjx8iK0qvvOAxTQ1N+Peg7IEcRzuUn0vXrx48YJMJqs1apvVqlKp0BTyBQK8xnjK4xMTuFEBIggKEl7IkdFRNpsN7JxQJELeGZvNRtnm8flandZqtep0OpVapVIpfwvWFlMoFEQfIk4OPybw0sAkAxLn+MQEg8lksdl0Oh0WcCRGSKQS2NtZbLZWq93J5/W0o0Mqk8oV8nAo5PN5g8HAVCIejURSyamF4lwmnY6EwwG/3+Gw43BMJ5PBYEAgFPJ4PNBxrVbrdCYdjYSRDONyOeOxqN/vS01NYR2LbSWHy+FyuRwuF34bo9EIs43DYXe5XHa7zWq1WKwWl8vpcjndLpff5wPU3u/32+w2sUSsUqu4PC5Ykiw2m0ajkUgkiUSiUMj1eh3KudvtQjynyWwCPFYikYyNjxFJRKw8GQwGNlkMJlMoEimVSixZlSqlSq3S6XQet1uj1cjlchKJhPE+X8CHMNNoNOp0Oq/HEwj4gYAHtFIsFvP5/B2b/a6vrXZ0dn766Sf79pV99tmnx48fx0W/t6+PxWKpNWqHwx4OBTPpdHIqkZ2Znp2Zmc6kS6qi7e2t//N/Xm9ubmxsrGOxCnnw5ubGm1nu+lo6lZwvzqWSyWQiMZVIzGQyy4uLEAlvbm6sra0CFrG9vYWOFp+1srxUyOVi0ehUIrG4MG+1WpwOBziIhXxuJpMBInhxvphJp9xuVyQczqRT4XAoGo14vR6VWgVnlFargRhQKpVyudyR0dHevj4qjYbVZENjIzRKELicPXfu16NHfz169Nz585cuX66sqvr2u+/27PmgVFP/q53mr399u6RRKj9+XCaX/46zX9AHUVORoYY7O+jVCHvBbZ1KpWKBxOPzFUqFXKFgslhisRjTYC6XC+Xk4NAQgUAAUv/lq1eNTU337t+/c/fu4ydPJiYmQA+GCAgGVpyJnV1dBAIBi9v/vPhTKBQKZXx8/OWrV0DVMFmsF78lZ8GZipgaNCtYrY2OjTU2NQ2PjEADBUETGgj48ScmJ0F/RZP64uXL1ra2tvZ2hJZjOt3S2oqwGsTANTY13X/wAC4atKeYAN+6fRvLY+h+/9Aapao3+9SyfWUHDnz87rvv/O///b/+/Od//9vf/vr3v7+/b1/Z119/jSCaX4/+eviHw0d+PlJxogLps+cvXDh77hxEv/B036yrwz2sFDmOTSc+huwWkwa8pVh/ThIIXC6XyWKWRkZ0BgM1DwYqVDs4sjBAhmoXOnYWm83n84VCIWDrIpEIulyz2WSxmPV6PaaLUpkM+zlUZSBQkE5V4lGDIAEBPJVKhRuHTqeTSCTIXuh0Ora8IpFIKBKJxWK9Qb+Tz4tIIukNeovFHI/FUslkIhGPx2KRcDg5NbW8uBCPxWazM9OZTDQSmZ2ZWVleys/Oul1OlUppNptNJiOHy3W5nLFoNBQMBgJ+uULucbsDfj+Px5NKpWaz2eVyWixmGCTkCrlILLbZrDC9IP07GAjMFfJTiYTBoMeaE6tTdLdWq8XtdmHlqVAqsNSkUqmIiuPx+RqtxuN2+7xeh9Ph9XrDodBUImG32ZRKpdvlstttVBqt78ULOoNhMBjMZpNarRKKREASKpQKvUGvN+jlCjmbw6bR6QwmUyQSyeQysUSMew+RROIL+Cw2m0AkCAQCpUppMpuQWCeXy1lslkgsksvlVCq1t69vZx7Z8uJCV1fXp59+sv+j/V9+9WVVdXX943qIUbg8nk6nBQuwkH9T3tKpJNyobxpT1NSN9dIQeGlhHvTB7e2trc2N1ZVlzN5TU1NTiXg4FEzE40tLixv4B1ubpanv9tbmyvISss23NjfW19fmCoXk1NRMJlPIzTocjkgkjPxzBNfMZmcKuVyxUEjE41qt1uV0Ar4/lUigphoMervdptVqhSKhRCqRSqUcLndkZARZZwQi8eWrV4+fPLl2/frde/cePnp0+cqV6prqH3784eixo+AEHCsvP3jw4N69e9CSvv/+7l273oOpD14a+FP37Pngl19/4QsEvydDXy6DJBJ36sampq5nz0ZGRrg8HhyiCExFgDPsz1wuVy6XC4VCMoUiFAph7JNKpRwOZ3JycmBw8P+S955fUpXruvd/dNbaZ++lLiWoiCBGUNClLiNZEMkICCo559CEBjqHynHWrDRrVo5zVs4556rOAfB8uKC273nXR1ePfYaM/tC23Q2jn+p5P/d9X9fvQtwdruqY1508derqtWvQFt24efPwTz+dv3BhaHi4o0c/dPgwOglwtIEDlUgkEBsLhUKlUjkwMAAEP6RPmCdzuVzAzfGURNDHpcuXsQPm8XiwN2CnBZIiLDcgdGAtd/7CBRjzsUO9dPky6LKXLl8+d/48jJK/HjsGbB60M7gooKkC2H3P3r1/co3SSy+9+OKLL7yx/I2169auXLkC18NXX126YsWbK1auWL1mNdzZm7ds2bR5MxrTHT/8gPTZ3/MIgalCTb11+za4uBgtXLl6tVNWMVmFgAhlEh6Vm7duXbx0CT0oqhrsXkNDQ4iFAfMSREOBQEAQBKWjSCWJnE6j0WC324KBQDAYtNttClLBF/B7envlcrnRZKQoLfQHyErqHxiAbB6tM9hMmItwuFypVMoXCIAwhAEMij85QaDbRZ6a1WZ1OOwM41rI8zIYDdFoFEO5WqXSbjVTySRa1cnxsXKpODkxDoZOo1YDuw4BXg6HnWEZi9USCYfD4VA2m4GNNRgIgE0IDS3LMl6fNxQMmi1mlmFMZpPT5URwTalYwLp0fHys0agHAwGb3WYwGiLhMMMwqLgM42JZhnWz4AYD5tzb14fz0uv1brcbHa3JZPR6PPFYLBQM2O02q83q9XrsDjuhIHp6e3k8nsPhcLtZm92G6g7Ekt6gpygt9krAafEFfLvDrjfoZXK5RCpVazRqtVqtUcOa7HA4vB4PpsS0niZJEmIoLpd74+bNhTmy8XbrytWrb7+9avnyNz786MPt339/8tSpI0ePcnk8tVrtdDqCwUAmk56cGK9WKqViod1qwnLaqanPBErzc0//vzUV/zkzPZVIxOu1arlUzOeyyWSiXCqikcU+Fa3n/Pwc5sbNRn12Zhotb7VSKeRzrUY9nU65Pe5iIT83Nzs7Mz3WatZr1WqlUioWG7VaNpM2m01+n69UKCTisVQy4fN5dbTOZrMGgwGL2axQKNQaNfRlAwMDwyMjWC9C6Hrw0CEw77BAxb38wI8/bv/++8//+fk7776DmoquFLHkEEt2mtelS5d8/vlnUpns35v1JhKLkbH8qKcH60+kqGKsimGLRCIRCIW0nlaQCr5AIJFKRzmchw8fIvWQy+PReppUkrAP4uIP9ydmtnfv3cMdE2iM8xcu3O/uhsYdocd79u6FfAMuQIlUgr9RLJGoNWqpVCoUCpHRhu/J4XKRt8Xn86HGRIo1+s5bt2937gFoTfCwwwyhp7cXoTToU1FTARPAug47POR0Xrl6FQQcNE+Y+mJhfPinn8AowMJ87759vb29f8g5/b/4Z8uWZzX11VeXrvt43bp160AoXLbs9VWr3nr3vXf/8ek/Nm3ejO0pCA+7du9G9Czm54cOH/75l1+gvu5osDHSv3rt2rnz52FrxgE9SyMfGICPDe1m/8AAnKDXb9yAYQZaJGwWZHI55q6EgkDQPRRwBEHoDXqL1YIIa1pP2+y2eDyWy2ZZN6s36Hv7+i5dvjzK4XC4zzpR1HJMoVFQux88wMust69PKBLiPjc0NNQ/MACR/Mjo6O2urqHhYQDZDUaD3WFnGBdN66w2q9FotNltC3le8XgsEg63W810KjXebreaDVgM7XZbPBYF42ZqcmJqcqLdbKaTyUQ8VsjnrFarzW6LRaPxWCweiyXi8WKhAEySx+vxeNwOp8NgMMgJuV6vD4dCkUjY4bD7fD6WZaw2q0arScbjjVqt0ai3mo2xdqvdbBbzeZZljSaj2WwGCN7tZo1GI7C9TpdTpVLhhzkwOKjT6bTPIRUej5tlGasVQCWf282Gw6FYNBKNRNKppNPpVKqUtJ6GrDQYCLAsQ1HU8MgwNJIcLhevHLwYlCql3WHXUlqpVKpUKc0WM7BKGo1GS2kdTofP543HY/F4jGFcJrPJ4bBbbVYej7dgN+lGvXb+/HnMftd8uOaHnTvBSeVwOIjKSSUTxXx+ZnoapzY9NTkxPhaNRqanpzo19enTJ0+fD28nxtqY62LPOjc7U62Ux8fHAGdIxGPVcrnD+8W2FQymJ08eT01OjLWaszMzKNLlUimXzdarFbeb9Xo8jVoVmMOJ8bF2s9luNpqNervZzKRTkC9VK+VMJp2Ix11OJ6WjbDarz+9Dmo1KpVIoFHK5fHBwcHBoSCKVwLR2+swZ9DOnTp8+8OOPW7Zu+fyf//xu2zbU1398+o+VK1csXbrk739/qRMxCYESNEqY/S5Zsvizzz6VSCVPnjz+Qw7lX9VUPS2RSDpjKzhKOVyuSq3mCwT9AwOI7JDKZHyBQKPV4JOVSiW2EbSepnQ6mUyGnf/o6CjaU2xGoSpCMROKREqVEgrp0dFRmVymVqtJJQlYxM+//HL12jVE3PQ8N8tj+aFSqQYHB/EN0YJgyI5cdFgggKPDqvX6jRsPHj7EUpbP56OmYtA39DzAEnmxcBPe7upC23r33r0rV6/CwHrh4sXTZ86cOXsWq1YYWEF7+P3gF/X14KFDMKr2LVRCxf/AP5s3bwa75IUX/rbq7VVr1360ePGil156cfHiRYuXLF7+5vK169Z+9fVX27Zv37tvH7bR4OMfOnwYP1VcUIBfPn7ixNlz5zAkwBz+5KlTcGQB+HXl6lVk2vf398MkMzI6ihA30JQ4HA5WFfAlY5rXPzAwyuFIpNLh57lstJ7GxA+gAKvVolarpTKZwWgwGAwqtdpgNGgprVargZN7eGQE3fDAwAC2FY8ePerECGLxj9cVTKjQB+DpAPXv3Xv35ARBEIRGqzGbTRRFqTVqkHUX8rzisWgkEp4Yayfi8fGxdrvZqJRK4XCIYRiv11ss5EuFwni7Va9WquUyYmryuSwWn4l43OP1uN1sLBYt5PNujxuZM8lkAuZULCn9fh9iVsOhUCDgRyhpPPaMnNdqNtrN5lirmc/lWJYllSSUtJgeA0ZoMplomiYUCqFIJCfkpJJ0u1mLxeJwODBb9vt9mBIHgwG3xw2Wk9friUYijMvlcjlZhjGZjMFgIBoJsyzrcNhBHR8aHlapVGazGU85sURis9mg5uXyeHK5nGFcoVDQ5XJarBbQJ+x2eywWhfcDjCeT2QQR3MIcWSGfO3nq1KpVb73++mvvvfcu4rDOnjs3MjpqNBqMJmMwGCjm83MzM4/n59CDzs5Mx2JRjH+xCn1WVp8X0cfzc3OzM4/n52G2adRrU1OTtWoFm/V2szE3OzM1MQ5DDlCFkBAjHg4Sp6nJiWIhn0mnE4m4Vqv1+33tZmN6anJ8fKxRr7VbzVazgfi5dDpld9ghakPqrcvlAnLE7XHTNC2Xy1VqFeoCZj8SybOaCvQ6eAZ79+3bsHHjF19+ifjqbdu3ff7Pz99+e9WSJYuBfYDvADUVGiVY51FTxRLxvzc/VSQWQ4U0MjqKKMpRDkelVvF4vN7eXkKhkBNyrFeRPjjK4UikEq1WiyBDHa0jSVJBkiRJ8vj8a9evnz13Dj+O211g8POvAAAgAElEQVRdIAgilIZUkiKRSCAQQNyF6EqJRMLn8293dZ08daqntxcUflgRBoeGJFKpUqkcHh5GftblK1dOnT59u6traGjo3Pnz12/cgGsCpHKImCCkwqQX7WwnqxKes+GREeh+UfUBkMKA8eq1a6jc4FQA0wrpFmoq6ijqAWa/CPN7VlP7+/+Qc/p/8Q9qKpCEyH8ARn/x4kWvvrr0lVdeXv7m8o8++vDrb76GEOnXY8eA1/jx4EF0rj8ePNjhaWBxAhjhpcuXQSiEPAHdKryqJ06exLwB1zi+QPDw0aPLV64AZgnJN25RoDcMDw9LpVJSqQSwmtJRePobjAapTCYUiWQymVAk5AsEUpmMUCh0NG00G6H+MJlNUpkMa1GwORH0ixBfuJwx5rly9Spm1CBCYNeLgorXIdifXB5PJpdDyCqVShdY96tWq1LJ5MRYu1Qs1KqVZynfHjcKYSqVTKdShVwun82GQyFkuoXDoUQizrCM3+9jWMbpdCBtJhQKoqxmM+lgMJBKJoBTsFgt6VQqFo3GolFkZ+r1tNPpqNeq7Vaz2aiPtZq1aiWRiHs8boqiaFpnMBq8Hk8kHLY77Ha7DfUMmyC1Wm02m0LBoM1qdbMsy7IGg4FlGYfDAfg+dGR4XodCQYZlgsFAKBhgWSYWi/p8Po1G43Q6QqGgWqNB6qrD4TAajSKxmCAIk8lktVpEYjGI5aSS9Hg9yDy32qxmi9lut6EhDgYDZovZYrGwLKOltAODgwtzZLls9sTJkytWrFi27PU1a1Yjb/j8hQsjo6NuN6vX6wMBfzGfn52ZfvLk8Xi7NTk+hti2/0vx+/Tpk99+e/rsI4/nkQ03Pz83PTlRKZemp6eajXoiHs+k02OtJrRI5WKxWCg0G3WYXCFNQkmemphIJZOYW7Aso1KpWJZJJRPNZqNeq+VzWZiYS8XCWLuVSafsDjvLMlh2RCMRZNx6vR6Px6PWqGUymUajUaqU6FMHBgYkEglKCSJMgFvf8cMPX3391YaNGyDF+H7Hji+/+vK9995dunTJ4sWLMPXtZJLDgIDZ75Iliz/97FOxWPzv7FNpGohw4K0RBo4qiE0VqVSiE+fxeHKCkMlkYolEThBQoutoHUEQcJ7BnAdS7tDwEKkkHz56JBAIOFwuoVAAqArZCIId0LY+evRolMPhcDiHf/oJi1JSScLDx+FyZTKZUqmES+He/ftnzp49c/Ys9h9Iqx4aHkZ8wfUbN/Akhf/1wcOH2Hh10L7gQsCrgwp689YtmHNQUxFfg8khpsHoiiDdhMfm4KFDmD+A9YN34D7eu29fX/+ft0/dsmULpi5//etfOrkQ//mf/3vp0iWr3l61dOmSV19dunr1B198+cWu3bsPHjq0/8ABdPkHfvzxh507gX5EHA3cSpgDnzl7FhYm9KmnTp8GEgRXN3AugQEBewScI0gbIPkGB0cmkwlFov7+foFAgKwZqVQKbjtC3AiFQiyRSGUyBanAHlSt0cDrQutprVarUCjEEkmHiELr9VqKIhQEwquxQThx8uS169ehcQP3v7evD2AvyOgwsxEIBHyBADphyKAkUqndYV/I8yKVZLVSbjcb1Uo5nUphUQrYbyAQCAYDKIehUBDghWgkEo/HIEoKBPxmi9nlcobDoWQikUwkvF4PTdNOp7NYyJeLRZPJhA4vHA7HYtFcNpNMxFOpJMsyhIJwOp0+v7dULOZzWUiFEQxHP9+rxeMxi9XidrvtdpvBaDCZTRiDmS3mUChksVhsNpvX4wmFgrFoxOl0UhRF6SiT2WR32K1Wi9lsZp4XPyDdkUeGjjkYDFgsZovVwjBMOBx2u93gFxqNRoqiOFxuT0/PyOgooSAoSmsymSwWi5aitBSlIEmdTqfTUQzjikYjsVgsGolYrdYF4/0mE/Fffv115coVb7218vN/fr5l61bQabg8ns/nVSqVdrstn82OtZqtVrPVqE9PTqCVRBGFJ/X3NRUfmZ6emhwfQ+/ZqNdmZqabzUY2k85mM5l0ulIqwUPldDpi0Wi71YIndR78h8fz9VrN4/HEopFwOKSjdaSSZBhXPpednJwoFgrRaKRaraTTqXQq2WrU06mkzWZ1OB3RSDiXzWTSKYZx2Wy2cCjk8bhVahUk2YimGRwa6u3tBaMbmD9wv48cPbpt+3a4aHbv2bP9++93/LDjm2+/ff+D95cuXYLbfKdPhTSpo1FasmTxJ598zOVy/4011WA0EAQB5wBwpoALymQyIPIBTkIUMKkkJRKJUqVEpAPQ0hKJBOsrBNfw+Hz0iEPDwzweTy6Xj3I4coKAqBLhiOhHZTIZAL8yuZzP5/948CB6SpRz/CiVSqWO1kGJd/fePeiGHjx8CALA5StX0IuAVgGKFT7Y09srEAp7+/pAK0QsCeQqvX19mP2iAQVvHQGriLBGUjpmjzdu3kSY+aXLl5Fag9kv6gGylg7/9NO+/fv/5DV169ateO12DGGoqQh6W778jVdfXfrOO29/9vln27///seDB/ft34+yivdxL/lh587f/4R/PXbs3PnzuJniOnX6zBlMfRFZD+sq3KvIYMDxARYI7wSuVngHpVcoEpEkCd66yWwymU0mk0lH6xQKBalU4o4MapiW0j7j2z0PZcOdUqVW0TStIEmVSiUWi0EfhHQcl7Cbt26hYb1z9y7uZDB6oZ8WCIX3u7shbkLmhEAoZFlmIc/LaDKWi4VatZKIx/LZrMfjBlooEPCzLMOyTDwWczgckXA4GAyEw6FCLpeIx1k36/N6zWYzhMrRSARpNvjkRDzWrNeq5XI2m3F73CazyWg0+ny+fDaL0M16rYoQcqfLmc1mwuEQFEl2u81mszqdDuiBw+EQRVEsw6CmPtME6XQ2u83n8xoMBovV8oyMmEywLGO1WpxOBzj4er2eVCopHeV0Otxu1mq1uFk2EY/n87lapZLLZv0+n8lsYlkmEY8nE3G/34c9usVipnQUxnUSqVSj0VhtVpvNajQZ3W42HAqxLMuyjM1m01GU0+mMRMKxWBTEpYU5smAw8NORI6tWrfrkH59s2bp146ZNv/z66+UrVwgF4fV6VCqV3qDPZTJjrVYhn2/Wa0gtnf1dTZ2fn3v65PFvvz3t9KkAJyGQfGZqstVozExP12u1dDoVCYfC4VC5VJwYG8tls5l0qlF/FlwzPz83PTWJPnWs3Srm88B0aDQak8kUDocb9RoGwslEolQsIig+Eg55vR7AorOZdLlUBLLKaDQEg0G/30/pKKVKSekotVotk8n6+/sh6+vp7cWdFXOsg4cObdu+fcPGjbv37Nnxww8QPH67/ltQG5cte/2VV17GGrXDG4dG6ZVXXl66dMnHn3zM4XL/jbNfHU0TBCGXy6VSKVAyaN24XC6yUQVCISLKCYIgFAqZTEbpKAjnSJJEacSaCrZ3kVispSgwIhQKBf6vUCSSSqUURcHOdePmTYFQSCgILo/X198vk8n6+voOHT586vTpW7dvi8RivkCgo+mh4WGxWKyltAKBAO0/IMCIozl/4QJYl7Di3Lt/n8/nA3CI59TI6Gj3gwfXbtx48OgR4HBYtuGEuh88wOwXuWDQlwKrhJoKnj6YD/irMeY9dPjwocOHfzx4EB7KTp+6/8CB/oE/7+z3u+++W7ToFaxUMWlB9Nvf/vZfr7zy8htvLHv99ddWrHjzH5/+49v163f88MOPBw9C3IvUvBMnT549d+6nI0f27tuHQTqYSsdPnEB7ijTAq9euIdToxs2byGtDNcXO9fSZM+cvXDh3/jwUwpcuX3706BG8ziOjo4DjjIyOIgxVr6chYNHROqR1WiwWq81qMBpUKpVYIhEKhWKxWKPVKEgFUEpSmQyQh1EOB6BgoUgkEAhAHcFLqOvOHQ6HA4n7CHIP+XwMWhQKxdDwMPa4SHXt6enpwPQXWPeLWthq1EvFQrNe83o96RQYR1Gfz+v1ejDgDYdDHq8nEgkXC4VwOEQqlXqD3u1m7Xabz+uNx2IoLYl4nGEZgNHLpWIhn2fdLE3TQqFQrVbHotFatVKvVsbH2pVyKRwOxeOxfC6bSMQT8TgicSA4isdj2UwmEgkjVNzv91ltVlKplMlkWkrr8Xh8Xq9arbZaLalkMp1KBoOBcCiYTCbisajf77NaLTar1WwxK5VKk8nodrN6PW232zPpdLVcLhby+M4Oh51hGLebxSzX5/O5GJfD4cDKnMfny+Vyq8USDoecTofdYXd73MFQEPi9Qi4XiYQZhgn4/bFoVK/XL9js1+F0HDx0aM2Ha7786quNmzZu/e47JD0bDPpkIuFw2F2Mq5DPNRt1n99XLZfmZmfG262554TejkypU1OfAI00O9PpUyeer7oT8VgoGMznskh2KxTytWpldmZ6cmJiZnpqdmZ6cmJ8bnZ6bnZmrN1qt5q5XJZhXIjA8/t9tWplZnqqkM9nM5l6rVos5OGBDoWCNrstEPDXKuVKuRSNRoxGo1QqdTgc4XBIS2mlMllnGgqsLIZPl69cQZ969OefEUqz9bvvdu/ZvXHTxo2bNn63bdtXX3/94UcfLlv2+rJlr3f61I6R5qWXXoTB5rXXXl27du3A4MC/sU/FRbuDqodeFzuqnt5ejM4wtsUlXSaXGU1GRBMjlRB0Q4lUiohyQqEwGA14yiDxA3tmqVTK4/H6+/uxZMX2C6tQ8JsgURkYHCQUxNDwsMlkglhAR+u4PN7de/eQL83hcvoHBwAU/OXXXyHvhF6Xz+d3AEm9fX0IsQHrHHIV8NMxqUNNffDwISi+UCwDBYwNK3S/165fR2grmIWIy4bx46cjR3759VcYafbu23fgxx8HFkqt8D/wz7Zt2xYvXgRWNRQBr766dNGiV/A+Zr/Ll7/x0dqPvvr662/Xr0cCeScv78TJk6iax0+c2H/gwO49e4D8xRu0CadOn8alCvI0tIA4HcxaOznzAqGw+8GD02fO3Lp9Gy9OcJG6HzyA8UAgFAwPD8M8gzRNkHSgXDWbTUqlksPlwpZNKAiNVqOltBKpdHR0FHMLJLNCkQ6FOZfLBXEJeXAjo6MEQQiFQrh6hCIRtiRIiBsYHLxy9WqHssThchdYo5TLZLKZdKvRaNbr+VzO7rCbzSa3261Wq9VqtdFkVKvV0N/SNO1wODKpVDweQwoywzI+n7eQz2EXm0jE/T5fMBgol4qNeq3ZqOey2UDAr9fTClKhVCkDgUCpWMhm0u1ms1Gv1WvVVqPu9XqDwaBer9fraYZlAgE/TdM+nw/5X36/z2q1AuGLjCAtpQ2FgmiGrFZLPBZDyxsKBaORMMiCLpfL5XLZ7DYtpfX5vJl0yuPxuN1sMhHP53JIhbNYLXa7Hd8KDploJOx0OhjGRVEUaipJkjab1efzMizDsIzZYgaUwOfzlgqFRq2WSac8Xk8gENBS2gXTKJnMpv0HDqxes/rjTz7+5ttvd/zww6HDhy9eumQwGlKJhNvjjoTD1XK5Wi77/b5KqTQ3N9uo1TrU+yfPO9Tf11TAHKD+fTw/B1lTvVb1ej2BgL9YyKMfLZdL1Up5dma6UinXa1UsWbFSbbea7VazWCgYTUapTGqxmMPhUL1anZwYz2TShUK+3Wy2Go16rdZqNvK5rNls8ng8rUaj2ahHoxGTyUiSpMNuDwYCNE3LCUJBkoRCIRAKYeKADfLa9esXLl48cfIkHsI/7NyJRJpv13+L68Vnn3/+zrvvLF26BNJfVFOglHDFB3t85coVH3744aNHj548nv9DDuVf5tKQwCag/4MuF/IKEFOhkATODY54vV6PbAqz2YzZN4D7IHVptBqpTIZ0noePHvX29qJ0AR+hIBXDw8NAKWH5jGVnX38/OhLY9geHhtDRiiUSuHfww8W/EGJO7DiBU7985QpYE4j76CRt3e/uhsMB02CQhO93dyNp7uKlSydPnfr12LErV68+6unppNZcv3EDgN8zZ8929KWXr1w5dvz4/gMHMLSEmfLXY8eOHD2K1urHgwcHBv+8NbXTp+JK2AEqLV68aNGiVxYvXrT8zeUfrP7gw48+/OLLLzZu2rR33z5Ye9GSHv35Z2Sm4lA6IwFIrH86cgS7VdiIwQyByBaDVgQqgDJ4u6ur85K+dfs2yhvCHu7dvy+VSqUyGY/PHxkdlcpkKrVaKpPRNG22mG1227OoTpNRq9UqVSrEHWIFiyvj3Xv3uu7c6entFYqEao0GAkWxRCIQCikdRRCETC7H2EYoEmk0GoPBQOl0MPlIJBKxRIKxEIfL7bpzZ2BwEEiKgcHBBc4kDwQC5WKx3WxMjI95vR6gVimKkkiluAHLCSIRj7lZNhgIuD3uaCSSzWTcblatVtsdDrvDns9lK+VypVxKJZNuN4tNarFQqJRKpWIxmUwAqqA36DEyjYTDyFtFv0jrabfbDbyDxWKOx2N2u93v9weDgWQiEY/FDAYDoVCAIs7j8wGF8Pt9NE2bzKZYLBoMBjyeZ9nmXq8HVyK7ww7cYCwWbTbqiUQcHTkSAgBCymYz6VQqEY95PR6n0xkOh4KBAMMylI6CYHuUM6qltGBWsCxjMBgsFgv+ulwuO9ZuFfI5hmWsVqtUJnvU07MwR0br6V27d4Oe/fU333y/Y8ehw4cvXLyopaiA3+90OYPBQDadHmu3y6VitVyem52plssw0nTWqL/fqj79nWMVk+HZ2Zm5udlWs+H1ejwedzqdGh9rz0xNjrVbE+Nj8/Nz42PtVqOBJPPpyQlQHZqNeiGfV6pUSpUylUzUa9XxdmtirJ3LZqrlcqtRH2+38SW1StloNNrt9nqt2mo2opGIy+W0WCwms8lutxuMBqQjqFQq3ICBfEGrgyUdAsn37N37/Y4d3+/YsXnLlo2bNm397rvP//n5qrdXLVv2emefig61E+bx97+/tGTJ4jffXL7mwzUPHjx4PD/3hxzKv6ipSqVylMOBba6/vx9WmdtdXahSHSseYsmlMhkWnJTuWQYITdMUReF/EQqFzWaDXgDh5EqVSiqTSqQScAFhy6MoSigSwY0K1S5Ux8j2un7jBoyDUqn0WeiHSASeMmgP4DagXl66fPl2VxcY/dB63Lh5E6B8RH8AlH/v/v07d++iJKfT6d+ePvnt6ZNUKoVDunL1KgRK97u7b92+jZb3xs2bGCdevHQJizHwHzB5QGU9+vPPICsB+LBv//4Fu7H+D/yzdevWRYteAah6yZLFixa9AkPY3//+Et6WL3/js88/W79hw/oNG77btu3Q4cM48c4+FdFAZ86evXzlSnd3N355kO6ElL0zZ89CWNtZoyJ3Adc1mMEQbt9ZYeLcgc5/+OhR1507coIQicWkUqlSqZADodPpsFEzGAxarVaj1ZIkiURVOUFAlyQUCjs3S0yGQdIBPV+tVqtUKjkhVygUUqkUeFuJRKJUqZxOB03TQpEIgj5gTJBADCEeHD79AwOUjlrI87I77LVKpVGv5bJZt5t1OBw+r9fn84GaSygILaXNZTK5bDaTTrNu1u/3FfI5v8+rVqtZN+vz+xjG5fa49Xp9OBzyeNy5TCYSDmfS6Xq1UizkETnudrORSDgUCjqdToyFA4GAwWi0WC1QQnm9nlgsGotFS8VCIOAPhYIOpwPQWp/P52ZZg9HAFwgEQqHJZAoFg243i2CZRDyWz+UK+Rx64kgkHA6HGMYVCPo9Xg+YheiJscaLx2LJRDwQ8CcT8Xaz0ajXatVqrVrBF+ZzWbfbLZPL+vr7R0dHRzkcmUym01EOp8NsNssJwmw2h8OhRDxeq1bqtarX66V0lN5gEAgEC8ZRIpXktu3b3n7n7dVrVm/avPn7HTuOHD168dIlUkk6nQ6NRmOz21LJBCLbGrXa3Nxss16fmZn+/9fUJ08ez8/Pg0o4NzszPTkBqsOTx/OIgYvHY243m0wmEHEzMdaemhjHgnZ6cuLx/Nz05MTs9FS1WkkmEpVSKRGPw5RcyOfazcbkxPjk+FipWGjUaiifM9NTzXq9XCo5nQ6P292s10rFgtfrYd2s3W7T6/W0nqb1NKlUyuRySkfxBfzrN25ABwo7xuUrV7CPw3xr7759u/fs2bZ9+5atW8F/WPX2qpUrVyxb9jqCJv/rv/4TNRWzX9TUZcteX736gwcP/501Va1R8/l8mUzG5/OHhocJggDT69r162gHBwYHEc0hFosFQqFMLrNYzDqdTkGSOlpHURRWU0ajASwPo9FoNBn1er2W0trsNlpPEwqFRCrFIFelUvH4PLj0MIiD1aH7wQMUyIuXLmFf9ejRI3hgUPKBTjx3/jwYhPgqjHZBEkbdvXrtGqFQoEkFte7O3bsI9hocGgoFgyioeLNYLdCVIJUTs8QrV69iXQeLKpwbV65ehdwU21OEu6GFOnT48IEff9y9Z8/uPXt6/8T+1C1btyxevGjx4kVLlix+/fXX3nhj2eLFi0AAxjR42bLX//HpP9ZvWL9h48ZNmzfvP3AAFRQtKTRfJ06exAf7+vsHBwfPX7gAEARmPr8eO4bE+A7rCnt0pKeNjI6i57t77x4glF137giEQplcjpUqBhhqjQYGLZqmVWq1jtYBLGAym/R6vU6no3Q6ZGRC8SuWSMRiMQQHeLhLpVKxRMLj8zFSHhoeVqvVWkorJwiVWgXzq1wuF4vFIrFYr6fxhdDFGE1GqUw2yuHArvqot7eDC9ZqtQt5XvFYtF6rptMpF+OCxbNRr/l8Ph6fp1Ao9Ho9wzLlUjGVSrIME4mEk4l4IZ8Lh0MA+zldToZlAHFMp5KhUNDtdpvNpkwqlUzE0TaZTCaj0ZCIx6PRSDIRz2ezqVRSQSoGBgcJhSKRiGczGeAjEok4GPper4dhXD6fNxZ9FnLu9XqVSqVILDabTZl0KhIJOxwOj8ddzOfHx9pTU5PVSiUcDmGtGwj4k4mEz+vVaDUsy1TK5WajnkomgsFgMpFIJuLRSCQQ8KfTqXazUa1UsABOxOO5bIZlGIlEMjwyAiCw0WgElclsNun1eoPB4HQ5A4FAB6dHkiRJkphMLsyRSSSSzZs3v7XqrXffe3fzli0/7NyJfSoIFSRJYngwPTUJgtLc3Oz4WHt+brZjm3n65DGI+c8qKOAPszNYkT7jKz2en5qcSCYTLsYFjVKr0ahXK61GfbzdGms1Z6anJsbHwFTClD4ej7mcTolUotfrU8lks16bnpyYmhgvFQvVSrlSKjUbjamJ8XarWS6VGJfL5/U26rVKueTzeT0ej9PptNlsJpMJ1CqxRIyu7MLFi5CtXL12DQB5MAMQBbb/wIGdu3Z9t23blq1bt3733Weff7byrZVvvbXy9ddfe+mlF//2t/9CQe0AH+CVf+21V9//4P07d+/Mzc78IYfyr/2pfIEAzx0sEoAOh3iSz+dzuFwMrJCWRSpJrVaLaF/4smk9jawGlVptd9hNZhNN6zBAQ6IToVDgqYdVVoeBjm8OIH5Pby/4umfOnuXxeEC4DQ8PQ/okEAi4PF5Pb++x48cRknrr9m0en4+lGjI1BUIhpLx6Pd37PMASSsuBwUG4/sfaLZTk6anJ354+sTvsYPRcu34dsCdkzEFUDNIvbBuwSJ6/cAEFYN/+/YcOHz5+4gQAQD8ePIhYlZ7eBZoC/Q/889227159dSneli17/fXXXwPzAQX1hRf+tnTpkg9Wf/DPL/65ZesWOLUP//QTNL1IzUMyIpgPt27dEggEEqnkdlcXfs4nTp48fuIEaiouPRgKAegBSDVBEDKZjMvjaimtUCjsHxiQyWRwgsHx0tfXR5IkrFw6HcWyDBZpVpsVMSlyglCr1UCa0DSt0WpwHeRwONDrIuQce1AOlysUCvv7+7k8nsFooHQUcsQ4XK5YLB4cGkILi3+V3qA3W8xqjVqtVsOBMzg0NDg0BOawUCTSG/QLeV5oDVPJZCIeD4WC5VKxXCqp1CoEXDudDtbNejwe+E/y2SzEL/F4jKIog9FgMpncbpYkSZlMlk4lsd20Wi3BgN/n8+p0OgRVOR2OeDwejUSq5XK71Wy1mnqDHgC1TDpVKZfSqVQsFs1m0vl8LhaNBIOBUDBosVhcLlciEY/HYuFQCJMwi8WSTMR9Pq/FaonHoq1GHUnajVotmYh7vV6GZViWSaeS+WzWbrMF/H7IZ1LJRDAYiMdigC/msplSsdBuNoCiTSeTSJpzOBwEQYieR8QLhAKlSqmltHq93mazgTgBF43X67FarbDXC0XCBdMo8QWC9RvWv/3O2ytWvLl+w/qdu3ahh1MoFGaLWafTgd7cbjWrlUq1Up6bnZkYa6MZnRgfn3+O7YU0CWE1T56nooLci0/AptPFuLxeTzKRKBeL+Vw2l82Cdzg3OzM5MT4+1p6ensrlsh6vx+PxaLVaqVRK6+loNFKvVifHx9qtZiQcioTD6VSy2WygDNerlUg4nEokKuVSPpeNRiPJZCLg9zscDpvNCsCZSCyiKEoilVy8dAlKC3B7zl+40Kmp0GFg8Ltx06b1GzasW7d2xYo333n3neXL3wCYEAW1A9DvaJTee++9211dc3Ozf8ih/GsvjUQqVZAKqUzKFwiwIh4ZHYWjBvoLkViMbCypTKrRaiCbpHSUwWhwOOwms1mtUWsprVKptFgtBqNBp6OwZ1UqlQRBiMXiGzdv9vb1gZgqEok6aBsURUyGL12+3HXnzuGffnr06NHg0FBvXx9EIgqSlMvlyHO9eu0aOtpr168Dx48u88HDh1KpFL21ltJCgc3hcrFgQwAOIACwOiQTid+ePgFe/9bt26Vi4benT7Ab+O3pk2ajrjfo0csODQ9fu3692aj/9vRJo17DJ6RTSYvZjE8AoAAOyz8zm3Dnrp1vvrl86dIlr7zy8ssv/70TpIqIYDjDVq1669PPPv3m229AzEd7iiTavfv2HTx06NTp02fPnTtx8uT5CxcePHxIKAiVWg0tN2iFmCtAiwSh2X9Hi3M4EDik4N0AACAASURBVPtwuBwtpR0aHr7d1YUEN7VGA9CmUCjUarWEQqGjdaFgMBaLwktD0zTkMCqVSqVWqVQqLaUlSRLKXrlcrgQvjSDw4ieVSqlMyuPzpTIZiJtyghCKhABiC0UiJD7y+Hw5QcgJQiwW4wulUqmckEtl0sGhITlBSKVS7P77+vtJklzI8/L7feVSsVoptxqNZr1WKhYZlrnf3X3x0iW9QW932A0GQyqZrFTKuWw2Fo0A/Vos5A0Gg0arUSqVZrMJyn8Id0OhIHgLLMt4vV6Xy2UwGJA71qjXECvWbjYDAT8eweFQqF6txmMxNJeYqaaSSZfLabGYvR6Px+PJZTPhcIjSUTRNm0wm1s0ajUaXy1nI5xr12sT42NTkRKNeCwYDOMdoNNJuNcdazXAo6HDYo9FIPpfLpNNYo/r9/mg0UsjlUOCb9TpUx243a7Va1Wo1SZIKhUIkFiMRhFSSFEXBs6vVaiVSqcPpCIWCTqfDZDbpDXq9Xm8wGggFsTBHNjI6+vU337z/wftvrnjzq6+/2rlr14mTJ2/cvDk0NKQ36MEijkWj9Wq11WxAUoSa+vjx/NTExOP558yHJ49RaPE+IIKostiqlopFh8NOUZTD4QiFgslEPBIO4y7SqNWmpyYnxsYmJ8anJifKpaI/4MftSk7I9Qa91+tBuE2tWoHfzO/3Nxv1WrVaKhZLhUIiHi/m89VyCbRICLbNZjNN66RSKZfLlcnlOlonk8tv3Lx57PhxQAjgVQOK56cjR8DNX79hwzfffrNh44Zv169fu24tdqWr3l4Fu0FH+tvRKCHM44MP3r9z586/t6ZKZTKCIOSEnMfnC0VCOUEA6QfNJFAvkE2KJRKkdqjUaolUqlQpbXab0WSSSKUqlUpH6yxWi96g11JanU5H62mz2YwbK1I4JFKpTC4H9R5YBnBc4SW9eOnS/e7uQ4cPX7p8+VFPj0AohDxKrVHL5XKRWIyEOJB773d3Q6aEbSi4dFevXRMIBApSAWc9JmydTPJHPT1Ib71z926xWPD5fHiWQZeEAhmPxcql4m9Pn7SaDZVK+dvTJ7FY7OatW6McDj6BJBUoq9lM2uFw/Pb0icVsPvDjj8gB/TOzCXfu2tmZ94L80NEIvPzy31977dUVK95cu27tF19+sX7Dhp27doHqAIwGRF779u8/dvw4hEjILRgcGoQxWiqV3rl7F9MCnCA23HCkQIkGzvO169cRKYgIv4HBQbws5YS8p7cXN3qDwWAym4LBgMfrsdltNrvNZDaRSqWO1un1epiwociDf4wgCHSuAESAHabRasAkIQgCnSt2Foh1kxME7oViiYRUKoEYw6QHprWh4WGUXjTBfIFApVIt5HmBXgs5yezMNDaLMrl8cGjIbDEzjCsQCDRqtfGxNuNyBYOBUrFQrVTG2q1kIq7WaFRqtd1uQyp7NpPOZtLJRNzpctrtdoZxmc0m+CJ8Pi8KW6tRn5oYb9RqwWAwk077vF6v14MkHLvDHomEs+l0q9GAoYJlGIiDSqUiyzLAl2q0WofDLhaLjUZjPB5LpZLZbKZYLMTjMYfToSBJkVgcCPibjUYmnXIxLlpPO53OUCjo9/uCgUA4FMJbNpPGhi+TSYeCwWgkwrpZitKifxBLJDRN2+02nU6nUqt0tM5iMVstForSkkolTev0Br1Gq7FYLSzLOhwOJNsszJE96un59LNP3//g/fc/eH/Dxo27du8+e+4cfPlmi5llGbebRaTa1MR4sVCoVMqtRv1ZPOr83O8dNb9nKsGiirBxTImr1Yrdbqdp2mazAtociYSr5VKxkC8Vi8hDrVXK4+1WMhF3uVwuzPlNRovVEgoGq+Vyu9ko5PNmi5mmaZZlioV8s1FvNerVSiWZSKRTKcxIfF4vBNsOh91qtapUKoFAQCpJSkcRCuLhw4c3bt5EtsrDR4+ATkMy+f4DB5Cf+u369Rs2bvx2/fp169atXLli3cfr3nn3nc6FHi7V39fU11579Z133r5y5crkxPgfcij/mvcrk8uwGxBLJAAHiiUSSGR5fL7sWcUlsFVSKBRarRafgExjiqKUKpWO1mGsT+tpvV5vMpued7EmtUat0+mMJqPBoCeVJKlUSqVScDK7Hzy4eetW/8CAnCCgNzl77tzPv/wCPPrg0JBIJIIFFlhORD339fdjfwbWxL3792E9vN/dDSshXmcId8PyFdu1rjt3rt+4IZZIUskkguGw1rrd1YU+lcPlVsql354+MZlNSiX529MnhXzu+o0bo6Oj6FNPnDyJmtrd3W232397+iQYCBw8dAj5qb19f94+dfv27WhSX3zxhf/4j7/+9a9/6WgEXnnlZZhTP/7k442bNm7bvn3X7t0/HjwI2dGZs2ePHT8OTypghIA5nL9wATGW0NCKxeKh4WEYaXCXAqjo5q1bnSHw3Xv3IGcQi8U8Pu/mrVujnFGjyYi57p27dzkcDtb8dofdxbhYltEb9Nj3S6RStUat0WhEIhHSD6EzkhPEc9yrzW63mcwmqI0UpALCpVEOB78swyMjI6Oj0PQhoApXQ7x6gXlCGZbJZBKpdGR0VCwW8/l8uVwulcksVstCnlchnysXC9CSzM3OVMqlTDptd9gtFrPZbAZ+qFIqJeIxzD9pmg4E/O1WM+D3gxqYiMctFrNKrYYNMRjwI2TNarVoNJr+gYG+/n6dTme1WU0mYzAQiEUjlVIpn8+VCoV4LIa+p1ouwwSSTacLuZzL5VQqlaA6MCyTSiZpmubz+VweTyQW22w2kUikVqtj0UgykfD5vB0woUaj0el0yUS8VCj4/f5QMODzed1uN7CIXq/H6XS4XC6r1QrWfDaTyaRTxXwebEW9QY/5GaJs8A+w2awWixkBf1arxWQ2mS1mWq9XazQWizkQ8DtdTlJJLtjs98HDh+vWrX3//fc++OD9jZs27du/H3wbmUyGQPJEIj45MT4zNTk9OZHJpKvl8vhYe35+bm5m+snj+Y6LZnpqEkvWZ+SH+bn55x0qJsONes3rfRbCE41GfD5fLBZtNRvFQqGQz7dbzVKx0GzUm/V6Lptxupx2u80NE5rFHI/FapXKWLtVrZRTyUQoFGQYJpGItxqNifExqMQz6XS5WEylkrFoJJ/LgiXCulmz2QStq0arIRQEGGR47MM1d+HixY6iZdfu3Rs3bdq0efPW77775ttv1q5bu+rtVR9/8jFqKmQc2KriPzs19a23Vp47d7bVqP8hh/IvaqpGq0ETSRCE6PlvuEQq5XC597u7BwYHMQ1GoZUTcqVSqaW0hIKAgIjH51M66lmCkk5nsVowqHE4HXaH3WazqjVqXPcoHWWxmNEWazQaqUz6TPo4PIxcOQDHb3d1Xbh48VFPD8Z6g0NDGD4j/QP/JPhNeXz+latXIfEVCAQ3b9161NODGox5cgdZjm+Fmnr12rV2u4USGwoGQdW/dfs2aurQ8DBqqtliVqqUvz19Uijkf19Tjxw9Wq2UUVNtVitqKnJp/uQ1det3WxcvXgSU0l//+pe//OV/QR3wwgt/W7TolTfeWLZ8+RurV3+wafPmHT/8sHvPHoi8jh0/fvrMGbi5Dx469OuxYxcvXYKd6dr164jIhdsYPmlgP0GOvHjpEkBFsCDzBQKxRIxIXbil79+/TygUNE1TOh3cNVwuF4MWBUmq1Cpch8HaBPuX0lFKlUoilQgEAqVSCf+i1+tlGJfJZDQYDWqNGpMbXDHBJxkcGupkzyHsCCo5mLzxDoR+hEJBPv9tGhkdJRQKHp9PKBSEQuH3+xbyvMbH2pPjY1OTE5l0qlqpuD1um83KMC64NhOJeDgcisei6AJJklSQCoPBEAwGZHKZ1WoB/jcYDGg0mlAomEomC7lcvVrN53LoETlcbveDBxaLJRwOmc0mDNtbzcbU5EQum3G5nPlcrlIq5XNZhnGxLAsMXigUhMjR5XKybtZsNitIEnxTgUBgtVpJkjQY9KlkIpNOezwem81qtVq8Ho/f73e73ZFIOB6LIZobZAaMdu12G8MyLMuaLWaT2eR2s7lstl6rZjOZWCzq9/koihIKhfe7u3Gz12q18VgsFAw6nQ632w34A6kkzWYzol6dLicSeCRSyYJlkt+9d++jjz5cvWb1u++9u2Xr1n3791+8dOlRTw9Jkl6vJxaNFvL56emp+bnZ6cmJTDqdTCYA+0VlfYbOn59rt5rTU5P/7ajpxMA9ngciv1Qs2uw2XEbxSkjE48D2lktFqKbbrWYxn08m4larhdbTRpNRo9Wq1WqPx51MxPP5XD6Xe55tni7kc9VyqVGrYjKRTqVymQwcU+lUCvJvv8/ncDgoitJotdjOgoY2MjoCsxw4eocOH8a26PsdOzZu2rj9++3f79jx1ddfffTRh2+teqvTp/5fNRUyJVgSVq5ccebM6Wb931lTxRIJAIR8Pp/D4cieg8LxOFMqlSqVSiaTqdQqjVaDaZiW0iIQhi8Q0Hpao9WQStJoMtpsVh2tUzyPhNTpdCqVSkEqtJQWwkgdrevt64PiA9wGoUikUquwOgWO/MLFixjVYswLLBwgEoj0whOWLxDcuHkTdReY304WDaLO73d3Y/YLrwIKdrPZ6Oh+c9ksnDnXrl9HTe3p7cXs12qzqjVq1NSbt26NPK+pvx47hpp67/59K2pqMIiaumfv3j8zm3Dzls1YowKz+de//gWwTajYoQRe+dbKr7/5eu++fWBRHTp8+MjRoydOnjx95szPv/xy5OjRn44cOXHyJOgNECJB3Yb7Vv/AADpUgMpATUKHCpACXyAYHBoEcl0mk3G5XJ1Op9frNVoNhOKY4iqVSpVaTSgUSqVSoVAoVSqNRgMRO6kkAf+yWMw6Wme3251Op91u1+tpjUaD7zw8MsLj8QQCARjCEomEw+WiScXrDR5W/PpAggSSwMjIiEKhAO+aLxAIhUIen69UKfUGA03Tbje7kOdVq1SQKOJ0ObOZTDAYjITDGo2GYRjIa5H0UioW9Ho9yBg0TXu9HqfT6WJcDMvY7bZEPO5w2IOBQCgULORzrUYDUl6fz6tWq0c5HIZhQD00mUzpVHJmempudqZWrTCMK5VMZNPpSCQMFXEoGIQB1O6w+3y+eDwWjURw/7BarQiTUalUMrnMaDR6vR6WZTweTygU9Pt8yUQilUy4XE6b3QaIP5DuwWDAxbicTgdKTiwWi0TC0WgkHo+h5MDb6nQ6jSajVqsZGhoaGRnR6XQBvz+ZTHg8bkQLZDMZlmURU08qlQ6nw+vzmswmjVaD8d7CHNm169fXrFn90dqP3v/g/R927tx/4MDFS5d6envVajU8uMVCYWZ66vH83Oz0VCGfLxbyMzPT8/NzU5MTqKlPnjx+PD+PXKDpqcnHzwvtM0nw3CxIDrVqhdJRmOVms5lsJpPNZGqVSrGQz2YyEEsnE/F4PBYOhwxGg0arofW0ltKqNWq3253NZnLZbDqVyqTT6VSqVq1MjI81G41KuVQqFirlUiGXSyWTmXQqnUqxLGMyGTEXsdttiGYB8vb+gwdDw8MCoQBZFF137pw8dWr/gQNHjh7df+DAd9u2bdq8efeePd/v2PHlV199tPajt95a+dHajzo1FUE08NVApvTKKy8vXrxo5coVp0//O2sqpaOI5zGwfD5/aGhILpeTJCkWi+8/eHD33r1nzw6hUEtptVqtSq0ilUq9Xi8UiZDeoNVqVSqVWq02GA1Gk1FH63DrN5lNWq0Wd3+VWgXFh0gsRv/R0daOjI4ODQ/BRwga4oWLF7Ft7X7w4HZXF5IiQKjq5NWgyoImiK+6fOUK/v1QtyPEGH1Dh7M4Mz31ey9NMBjs6++/391dLOTxETSpqK+dT6N0VKNew/v5XBbvTE6Mdz6h686d3Xv27Nm798+8T924adOLL77wn//5v8HQx/WwYwt799131q5bt3r1B59+9imWqYj0+fXYMfSdP//yy/4DBzAQ/j0u//KVK5evXAE4CbCFwcFB0CVPnzlz7PhxLNTx4oFhX0Eq4BDj8/mgTIvE4ttdXaMcjl6vRyQDREMKksSDEpMYiVRKkiRuhxjz0noaQ0VgNQHZh94N31woEsFgiosdLnyPenrg4MJMGFZp9LJcLhdMJdhyhEKhRqPRarVWqzUcCi3keY21WyCh2+22YqEw1m6PtZputzuVTESjEZjx47FoJp12Op3o2FiWtdvtML1YLBatVptJpRLxeCgYZFgGrUyr2Wi3mvFY1O12swyTTCZyuWw4HLLarMlEAonWrUbD5XLCMxoKBgMBv4tx2Ww2k8kIAoDDYU+nUwG/X61Rk0pSr9dLpFIEdYglEqvVajabaT3NMEw0EgkFg6lkMh6LulxOWk9brJZkIpFKJNKpVLlULBULyUQcvtKxdrteq1Yr5WqlnEmnI+EwSrjZbLJaLQ6Hw2DQg00RjUTcHjfDMj6vF9+fYRiNVmMyGT0eTzQa8XjcEItYLGaj0bAwR3b5ypU1a9Z8/MnHaz5cs2v37kOHDyOsWq1We7yeeCxWLhYnJ8bn5mbn52arlTKaVOB5sUCdnBhHpMzjx/Pj7XYn/a0DxH+WQlMqkiQJylghn6uUSoV8rlIupdOpRDxeyOdTqWQyEQ8EA16vB4tztUZDUZRGowEJq1wqlorFSrmE2N3ZmempiYlqpVwpl6rlcqVUKhULxXw+nUo5HA7QLoGWJElSqVLReloqk967f39kdEQileCSevPWrV9+/XXP3r1Hjh7ds3fvlq1btm3fvv/AgW3bt3/19VfrPl6Hmvr+B+9D5YuaCnlHp09dvHjRmyvePH7ieK1S+UMO5V/yfnXQX8jkcr5AAE+CUqkkFAQWjf0DAxwOZ2BwEB80W8xIioDsQk7IYc7T6XQGo0Gj0SAbUq1Wg6+E7lZv0KvUKqlUOjg0BPkWOE2dyJebt27xeDwen9/b14eiC1Ppnbt3RWLx4NDQKIcDSVGnpoKg1HXnDsRK12/cgHkGTzGAk55N5Pv7e3p7YcIBLqCTmYqnHiLK73d3w5iL2HNEC4Hsc/rMGRB8Tp0+ffDQod8DH7Aw37N37+49e/7Mut+Nmza+8MLf/uM//vqXv/yv//iPv/7tb/8Fre+SJYvfWP7G2nVrv13/7bfr13/19Vdbtm79fseOffv3/3jw4OkzZzDtB+IREW/Hjh9H2/r7HPKe3l7MeOFX7untvXL1KkrymbNnEVAPOzLYvEKRaHhkpLe3l8fn8/j8GzdvDg4NabVaCIXAyyQUBF8gwPxWLpdrNBrIT5wup8VqgeBOIBAQBKFQKEDIGxwawuuWLxBQOuq5S10mFoshcoHOfHhkRCwWc3m8DvJ3ZHT07r17wI/cvXcPAXD9/f2YuGg0moDfv5DnNTs7A6lnKploNuoTY+35udnxsbHx8bFkMpFJp3PZTL1WRSJpIZ/LpFPFQj4ejVZKpWqlnMtmHA5HLBqt12rJRCIYDDidzkI+NzHWHmu3yqViIh4D0K5Rr5WLBZvNGgmHa9XKxNhYs1H3ej1KldJgMHg87kDAj121i3EFgwGr1Wo0GbGtdDEuPHB0Oh2hIDAPUKvVVqvV43GnkolquVzI5+KxGJi9cEYl4vFcNlsqFMbarUq5FAmH/H5/MploNRsT42OFQh55O16vJxQM+nxesGsAIAwFg+ViMZfNJhMJeGcDAb/f72NZ5pmDyOMOBPzY0QaDAbvd5nQ6FubILl66tHrN6q+/+fqTf3yCqAk8NrVarc/nzeeyjXqtWinPzEw/np+rVsrP+tHpqc7GFF0smA+/71PnZmegUXo8PwfXqUajkRNyUqnMZTMwveRzWbCrIFmKx6I+n9dut8vl8pHRUQVJarVag8EQ8Psz6XS9VgXhOZNOl4oFhK3WKuVSsVirVCrlUq1aKebzkXCYYVwajUatUSN5V6vV6mid2WKWyWV3790b5YzKCTl+r69eu4a0kiNHjwKdj8iN77Zt++LLLz/5xyfvvPvO2nVrV6/+AJAZVFZso7BPRU1dvvyNn3/5uVjI/yGH8q/9qQqFQqPVKhQKxE/yeDxIloaGh58BE7q7b966NTA4KBKLXS7nM/uBnsbwCm6BTpaqgiSlUimfz1eqVBwul8PhEASBbpUgiL7+fhDjMCI7c/bshYsXux88GBoagqQIf+mFixd7+/qwB4VIEogcbKpATITgE3PdK1ev9vb18QUC7GX7+vvxFMYF58HDh3fv3QNtHwAHiEhvd3WhnQXsFw9lzJMRhwloO3bjly5fxrzx2PHjWASiph46fHjf/v179u7ds3fvn3mfunnz5pdeehFphZDbvfjiC6+99uq7776zZs3qNR+u+eLLLzZt3rRp86adu3bt2bt31+7du3bvhuEYemx4VY+fOIElK6j6ly5fvnHzZk9vr0gsArQBJiuQolFxQSzrIJZA0B0eGRGJRKMcDo/Ph6+Gw+U+a0zVahDwuTyuQCiUSKUardZsNnu9HrvDHo/HcAF3u1mbzQrfNp7m4BRKJBIujyeRSCDEI5WkRCpFYRZLJEPDwzw+H0NmkVgMla9AKCSVJJ/Pl0glfIEAJO3uBw84XC6fz0dZNRoXND91bm52bnZmdmZ6fKxdLZdmpiaxS5uenBhrt8ba7dmZ6cnxsUI+n4jH0du1m41EPF4uFhF9GgoF87lsu9UsFYvlUtHn95WLRVTcdqsZjUZareZYq1mtlCcnxuOxGEpdLpNJJRPhcEggFIpEIovV4nA6jKZnO9RQKMQwDMMyrJuF2Njr9TicDq/Xo9aocc/m8/kM48pmMvVqdXpyYmpiAtimaCScTqdKxUI+l6tWKuNj7Wa9nkomI+GwxWKBNWis1arXqpl0KhwOORx2h9Ph83kjkXA4FGRZ1mazuVzObCadSacL+Xw6lcpmMhGgC/1+q9Xi8/mw/Q0GA7FYNBqJGI1GvZ5emCM7d/786jWrN2zc+OVXXwGXfenyZT6fT1GU3+8r5vMT42OtZgNXpVqlMjHWnp6aBPbhWYTq/NyT51Hkjx/PP30u/QVcCf93amI8n8upVKrR0VGRWJzNZvK5XCgUTKdTsWgE6uJgMBDw+0OhoM1mEwgFAoEAmBSj0ejzeTOZdL1WrZRKtUqlkM+Bpz/WahXzeeAwa5VKrVKplErxWMzn82opLZfHIwjCbDHrDXqtVms0GmVy+f3ubh6fp1KrAPa5cPEiUiB/OnJk2/btm7ds2blr185duzZv2fLPL7747PPPV69Zve7jde+//x5obhj8YiGFdxYtegV4wsM/HY7HY3/IofzrPhWjWuxKBwYHe3p7pTKZVCYTCoUQ9aAO3e7qGhgcpGmdyWTCnU5v0Gu0WgyvDEYD9H5yuRx9LSZjMAyIJWKMZLG8hCr68pUryMPrunNnZHT01u3b6ELwEwTp/t79+9BP4oPQLmFBhSH7KIcDk6tUKlWpVWKxGNs1yJKxQwV38M7du5gZdt2509vXh5IsEovx2xsMBKLRaCQSCYaC0WgEaYuIvgoGA36fz+/zgYHpdrMM4+LyuKdOn0afivDU/QcO9P+JM8m3PM96g4UGEvZXXnn5nXfe/vSzz7748otv16/ftHnzlq1bwcf/fseOvfv2Hf35Z4TU3rl7FyYZAJIgQbp67RpC9x4+eqRSq0CivnvvHtTa12/cAMHj4qVLx44fR67t4Z9+wgsVFQt6IjDCRGKxWqPRarUms4nS6eQEQSpJeCdcLufziBIvOjOXy2Uw6NVqtUKhoHQUwmRUKpXZbDYYDTKZTCqVmswmlUolk8u5PB408ABESCQSrVaLXSAQ2RKplNJRJpMJcAlaT8MbhoBFBakA02AhzwtOf8wGJ8bH8DCdmZ6aGGs36/Xxsfb42NjszHStUkkk4rVqpVwsjrdbz1rAYiGbzfj9vlQyWSmXgV9o1GtIOI/HoslkIhaNNhv1ZqOOZ3qxUIjFoslEIhIOuxiXz+8jSVIkFmNtBKeAw+lgWQa5JelUKpfNlIrFTCadz2U9HjdSfYZHRoaGhiiKwqh5bnZmZnqqkM8VC/lKuVSvVcdarWqlUsjnGvV6rVoJBAKw5biczmg0kstmARwOhYIulxMNcblYjEWjLsaFptPv97Fu1uFwOBz2QMDv8bhZlo3HYn6/P51K5bOZVDKRSiUxOjabzSazaWGO7OSpU6tXf7B5y7OZ5/4DBy5cvMjl8Ywmo8fryaTTU5MTM9NTrVYTP/BKuTQ1OTE1Mf7MOfPk8ezMNE75v/2pv3vDiHh2ZjqTTpEk+X/a++7fKM9t3X/pHt29j05CSwLZ2bknpBBIOQdIstOoJgkktFASaowBU1ywwZhi4zae3r6Zb3rv1dN7733Gjej+8MAoupdztHVlobu1v0dWpEiIMq/9rnet9RTorfG88Ho94VBoYcGt02nNFnMg4Pf7fG63W6vTstgsGOQJBAKJVGIym6KRSKVUKpeKuWwmFo0U8rl2q1mtlPGuwiQZY/lQMOjzeQ1GwzydPjE5yWKzCREhJkm1Rs3hcEZGR8FRQMjjlb6+s7/8Ao7SwZ6enkOHfjh8+NB3332759vPv/h81+5d2z7ctuOjHe9sfefVV19Zt+7VdetexQS4u1vt1tTjJ457PAtrcigvqKmIbAN3GfZ+Q8PDsDcaf/AAi0/MYMFgFAqFOr1Oo9UgcVAgFGLSJZVJ1Rq1SCTi8/kY4YKvKxKJ0C5ANgMJBHrTu/fuQXEIau6dkRFkhmPPiktz7P59XLWjd+9evXYN6WyYAKMozs7NXe/vv3vvHmZ3cNiHOHWeTn88MQF3pPvj46ABI1Gku/EiRESxWOh6YP53X88NvfCl0WigPv751CnEaB8/ceKfuaYeOnRow4b1INqhpqJVfe21TVu3vvPpf3z67Z49B3t6kD3+w+HDGP8izQ0PrL6rV5EmNDI62k32vvzbb5cuXx4cGmSxWVwe9+atW/03biDUFuvVySdP8FC7x+OQFQAAH6dJREFUdPnyufPnjx0/funy5bv37kEoxWKzOVzu/Pw8k8Wap9PFpBghEDq9DpI+vV6vVCmRBkGICEJECIRCHp8Pgq7RaFCqlGKxGEJSiVSi1WkFz2JWxTKZjMvjMVksGIwQImKeTsfUl8fnw5JMIpWQJIk4a4mEBAVDTJJsDpvBZBIiEV/A53K5WIm9zPPCUq3boyx22slkolIuFXLZYiFfr1aa9dpip53LZBLxGDq2Qj6XiMcz6XS5VAz4fS6X02K1RMLharm0urKMlJJGrer1eux2W7FYWOy0q+Vyu9XstFuFfM7v98FYWEyKjUaDSqXEkgg/uRqtBpNbpVKpVqsX3O5QKBiPx0qFfDKZMBqNPB6PEBF4NIvEokDAXyoWlpcWa9VqMBBwOOxGo9Fqs6aSiUIuV8jnm81GJp1yu12hYBCUGaSsh0JBv89ntVntDrvT5UwmErFoxGw2abUavUEPywKfz2sw6EFQCgUDMCWG5xTizcvFYiqRsFoter3e7XpJhO3zFy5s+3Dbvv37jx0/fuLkyRMnT966fZvL4yF3NhIOQxkFq6NkIoFxNwhKuMSajXq1XG43G91N6urzRNXff3+K8e/SYicQ8EMhCclvLBp1OOwej8fhdODaR2+h1WqlMimbw5FKJaSEZHM4EonE4XBkMulysVgs5KGlSSUSpWKhXCyGgkGv1xOLRkOhYCadSqeSDofd5XSazSaJVIJIlTkajSAIkiQhPHkyNTUwMHD6zBk8shFW/fOpU/AD+P6HHw729Hy759u/ffnl7s92v/f+ex99/PH7H7y/bt2r69evg/04hsB/rKlvvrnl6LGjzjX6cfsvaypJkvBMgMMtElqwgHwmVKDT8TYXEkK9Qa/VabU6rUwum56ZQebozOysVCqdp9Nx+0w+ecJkMul0+vz8POoi4i0R8DL+4AESy7tbVbSPmAbDrf7OyMiNmzfhkggzdLStSJ6BGGZ+fn5icvJ6fz8892VyGYfDASuYRqPB4KbLE8HEGBNgTJXvj4/zBYJCsYD9fPfr//jf//trdXVFrVajpqI3guvvP3N+6g8//LBx44au2ho0JTgobdq08a233vrPnTsP9vScOHkSnxXcHLGZvnDxIqwHERAEN/zBoaGr166dv3DhSl8fguiZLBZCDpAkjwnEo8eP8dq7Pz5+7fp1FGkIlyG4wu4A6bksNhukJIlUApNbJHkJCSHSlkRisUAoFAgFUpnMarWaTCaD0aDT6aD0t1gseoMelEitViOVSmVyuUQqJSWkkCAUSoVILGYymeDxyWQyJGmbzSbsPhQKBZ/PJyUknPQhTuNwODCIX1h4qfvUleWlpU67W1Y77RYkm3a7LRwOYQeWy2aCAX8hl4PVUTaTLpdKsWi0Xq0U87lwKOTxLLjdrnwuu/Lci2dpsZNMxGOxaLNRbzUb1XI5Fotm0ulSseByObEcFYvFFovFZrOJxWI09zK5DEoBj2fBbDLJ5TKTyRgMBOAJHI9FPZ4FhVIhJIQTk5Pj4+MKhSIYCMB2IJtJ2+028ELUGrXP502nko16Da5PgUAgEgmDg5pJp2Cjj9VdIOAPh0LBQMBsNmk0arPZ7PEsBAL+UrGYSiY8CwvBQCAei4XDIZfLaTIZ7Tab3++LhELhYDAei0bCIb/f5/f5kvH4yzmy02fOfPzJx/sPHMD8EyMZqUzqdDq8Xo/f7yvkcuVSsdVsrKwsQx6aSibhjw+pTKlYiMdiiCt/Zva72OmKapYWOyvLS61mIxIOKZUK7DhsNls0EkHmnUarEYlFYlKMnoogCA6Hw2QypVIJ5NpyuSzg91cr5XwuhzjecCiERS8iibLpdD6bDQYD0Ug4Fov6vN5gIGAymYxGo1qthqZ5dnaWwWTOzMyM3r07R6ONj4//1tt76/ZtJIOhpmJ59N333x/s6dmzd+/nX3zxnzt3bt36zseffLx9xw4Yj69fv66b4YGCCjfyLVs2//TTj5Y1iit+sY8SKBhzc3P9N26AGILEGKTCQrDFYDBg3MXlck0mI8xLCYKYnZ3FMHbs/hiaXQ6XOzE5CfcZbDcHBgfHxsZgdgMf5Lv37k1NT2OSMz0zMzg0hPHy0PAwgtV+6+29eesWutWh4WGsM8FVAYcI0TF0Oh0tLI/P5/F48K+YmJxkMBh0BoPD5cKRDk0wVDe3Bwb+2KpOTU8LhAKBUCAUCp+JgghCJpM9D9vhwjBWIBQQBIEunM1ms1iskdHRc+fPI4wMEeXHjh//Z856Q58Kd1/YbKKgghewceOG999/b9/+/efOn0cOIj63Iz/+eOLkyTNnz/586tSZs2cvXb4MD5DHjx8jFhePPCxcu8+vgcFBRBgNDA5iHTv+4MGDhw8Hh4ZQgxFGBItp9DdMJnNubg5mRkKhUK6Qm0wmr8fjcDqMRoNYLFZr1Gq1SiQSkRKJ2WJGlKFarUIGC4bDNpsV7tbYfegNesxsuDyeUChUqVRCQjg3N8fj89kctkAoIEQELguZXMbj8zlcLo/HE4lFAoEAcnAE4wgJQiaTrdUP+d8JRHuVSyVMaJaWFmGV7nI6XS5nLpNZ7LSjkYjJbMplMn6fz+fzJuLxUrGYzWTarVar2chmMsFgwGazhsMhBHAuLnZWlpcq5RIUkJ1Ws1GrBYOBUCgYDgV1Oi0+LqVKCRELWGBQrms0aqlUqlap4Gxltpjdbpfb7cKlnIjHbTYrnU4fu3+fzeG43S632w2b4ngs6na7VSoVm8OWyqRWmzWZiLdbzVazkc2kI+FwMBgIBYORcBgZ5jabNeD3JROJYiGfTiadTqder7dYLNjsulzObCYDISY8aV0ul8Vihvi1UMjD/DYaiWDunc9mk4nEyzmy4ydObN+x/etvvoGe5MTJk4NDQ1KZ1OGwBwJ+h9MRDocK+Vy9WikW8plMOpNOpVOpxU67m0hTrZThEwnv36dPV+vVCkrp09WVerVar1bzuazf75NIJLT5+TkazWazuVxOpVKhVCnFJMlkMrEEEYlFmNDMzs4SIoLJYtLm5xUKeTQSrteq2UwmGomgqOcymVql0mrUm/Vaq9lo1Ko+r9fv80WjkVg0kkomrRaLzWazmM1zNBp4Blwej81hY8szMzuLrLfr/f3gssB0HX3qd99/f+DgQdTUd99796OPP/ro44+Qi7Vu3avdUCzcQriINm/ZfPjIYYPRsCaH8oKaajDohUIhi8V6MjUFNuzA4CCdwSBJUqVS0ebnb9y8+eDBA76AT0pIpNYoFAo8CaHMhfkIjAxtNhshEj16/JgkSZlcJiZJLo/L5XH5Av7M7Oy9sbG+q1cxu3syNTUyOopNJ0Lyeq9cQR74jZs3b9y8eeny5St9fWhPQRW+3t8/MjoK65Ch4WGY7N+6fRthqxwOR65QcHlcqGY5XC5S0KFqvTc2Nj09PTU9jWyAx8+ZwA8ePhy+cwc743tjY9gfY0GL6t7NpcEN3nf1Kob7v547h+E+6gHar+npqTU5p39E7D+wH3QAOG1CnPrGG6+/9de3Nm3auGHD+g8++OBgz8Gzv/zSd/Xqlb6+S5cvoz2Fx++Zs2eRQXvu/Pm+q1dv3b49Pj7+8OFDfPKY2yMt9cbNmzgFaGzg+Tx85w6Or/fKlbH790EIevjo0ezsLDJ9eXy+VCqFIJXD5cpkMqlUajQabXabw2GXy+VSmZTH53N5PKVKpdFqSIlEq9NC8mG2mMHIcP1BlYjUQkIk4jwPdyNJkjY/D4tpXP0ymQyRy1weF3bEJElKpBK+QEBnMGZmZ0GsQ4m1WMwv87xQSmuVcqfVRKu6vLzUqFVNJmMqmUglk9lMJhIOu93uVDKRy2SwDItFI81GfWV5qVGrtlpN8HuLhfzK8tLvT1dXV1cW261cNpNOJZuNRqfdymYzVpsVC1SJVIoNkVKlNJmMVqtFp9cplAqz2WS324xGI2RLNpvVZDLqDXqb3RYJh/LZTCgY8HgWPJ4FtVrN4/G0Wm08HguHQ36fL5NORaORZCIeCYftNpvBaLBYLbFopF6rtpuNZCIei0Zj0YjdbrM77OFQ0O/3QexRLDxTW3o9HovFbDQapDIpSZImkymfy9Yq5UqpmEomopEwksnRji8udmrVaiGfq5RLMIHKZTK2lyUsPnrs2LZtH3z51ZfIn8DslyAIh8OOiHWv11MuFWuVcjaTTsTjpUK+Xq0uP88k//33p+1mo91sQFEDh8J2q7myvAx2Ur1WbdRrmXQ6Fouq1Wp4BiiUCpVKxeXxIOgAdQC0O3xLT01P8wX8ORptZnZWq9NmMulqpRyJhEPBQCgYzGbSuWy2WMi3W81KuVSrlBu1KuyXg4FAOBRKxGMWi8VmtTqdTjaHg5kij8/n8fnwhAdzFp3VhYsXEVuCQdeBgwf3Hziwb/8+1NR3tr7z4fYPP/7kkw0b1v+Ro9RtUjdsWL9p08Y339zy3fffKdaIWfaCmgpVDCEiuDwums679+6B3C+TyxhMBvpCkUgEW2AOhyMSiwiCQNowDCIgvwN3kcliCYQCSICVKiUhEpEkyeVy7z94cOv27QsXL6KkddvHoeHh6/3998bGMOtDJRsaHj5z9uxvvb0gIsE5HR3ztevXH09MDA4NIblwcGgIfm8cDkcml7E5HKxyBUIhm82enZubnZuDthXk4dG7d0EVhtMvFBoDg4P9N25gIIzWB86xMMkDARgWBJhgX7x0CZIPFFRElJ/8+eeZl+Wo8v8h9u3b98or//av//pnfCv/y7/8jz/96X9u2rSxa6z/9v96+6uvvzp+4sSZs2fPX7gAfi+Sf8BF+uno0R8OHz5x8iQ+4d7e3tHRUXg7P3r8GKvW2bm52wMDsDDE+wzvIbyEbty82XvlytjYmFQqlclkXC4XpQ55qKiaiA3XaDQEQfAFArlcDr9fuVzO4/EQFyGRSjRajdFkVKmUarVKqVJqNBqNWi2XyzGtIQiClJCwj1AoFHyBgCAIFouFNIjxBw/oDIZWq5HL5SqVSq/XCwQCNofD4/PBURKJRIisIAihUqlksVk8Hu+lSTIAGKm3/rBae/p0NRaNOBz2dqtZq1XLpVIhn4uEwwsL7ngsCiFpKBhcWlxcWV5CmHmlVEJfsrq6srqy3Gm3ctlsNBIpFgrlUqnZqFfKJbfbhf4PAV4Y+bBYLNRXmUxmsZjhaKjVajRajUaj1ul0oIwl4rFysRAMBuAJEA6FELYaj8VSyWQmnS6XSpl0OhgIxCD1CQZDwUAsGikW8p1WMx6LhkPBRDy2sOD2LCxEI+FkIp5OJdGuIXsVNv0Go0GlUmk0GovFksmkG7VquVhIp1KxaMTtdtkddrfbVS2XFzvtZr1eKZXKpVI6lUynUjDnezlHduz48e07tn/xxRfYp546ffrOyAhBEC6X02azwuOiWMgjjQcey0uLnT86/S522rVqpVapLC0tok9dXV2Bh/7K8hJG97lsNptOq9QqvkAwT6dLpBK1Wo1vYOjTYG+CL/DhafPzT6amWGzWwoK7VCzkslm/zxcKBiLhcD6XzWWzhVyu3WyUS0XQff0+XygUjEejAb8/HArZ7XaLxeJyOaVS6dTU1PCdO+MPxufp83M0Gp3BoNFoCCe/0tfXe+XKpcuXoagBJ2PP3r1fff31zl07P/n007ff/uv7H7y/fcd2NKnoU19YU3sO9ayVvfaLaqpGLRAIhISQJElCRExMTvzW2/vw0SORWIRwgNG7d4fv3GEymaA7kxIS4neSJEkJyWAweHw+ISJAA4YjklQmFZMk4p3naLRHjx4NDg7CiPXJkyezc3OwVJ2YnEQAzu2BAfwp0IBiVXbh4sUrfX2otTdu3kQWGyQuiJeZnp6GjHWeTkd6l0KpgPqQyWSy2Gz8EbjmRu/ehUswLmhIXe+NjUEmiHI+Mjp6Z2Tk1u3byFIdGh4GWwrUU1zfOFSoPqChPHrs2OEjR57X1Ok1Oad/ROzZuwcUO6wxEAexfv26N9/c8vrrr73yyr+9/vprO3Zs7znUc/TYMUx6UVyv9PVhrnv12jWkpV7p6wN1/np//927d+fm5jBEgXQKstRuKlzf1at49Fy7fh2l+uatWxMTE3QGA5UPgTOIDUeV5fP5eoNeIpF0MyGMJqPT6ZTJZEKCYLPZfAFfo1Hr9DoMY2QyGbi7LDabicGXSCSVSeG+ZDQZlSqlUqVUa9QSqQSLUqlMCu9co8kIw04snwiRSEyKeXze7NwcnU43m00mk1GhVEil0rUaRv2dwIKt027hbl1ZWX66uhII+NOp5PLSYqNer1bKnXYrlUz6fN5wOIROKBmPLy8vFfI5h/1ZmbHarJVyaWV5Ce1pPBbLpNOddgv5mu1WMx6LOZwOt9ulUCimp6ehYkJSHpJ5tDotfB/Rm9psVq/HEwoF3S4XgsexUo2EQ6lkol6rNhv1UrFQrVQa9VqzUS8WCplMulQslgqFbCadSiaSiXilXGo1G5l0KhwORSNhmAEF/L5gwB+NhFPJRKVcyudzmXSqkM9FIxG3222z2RbcbqfTEQmHkol4MhEvFvKxaMRqs1osZpPJ6Pf7opEwwnyikYjX6wkE/AG/T6N5SSKow0eObN+xffdnu2Hkeer06bH790ViMdyMXU5nKBSsVSv1WrXVqOdzWdh6dHNSf//9aaNRj0Yi5VLxjw+p5aXFlZVl6JVXlpfKpWIiHiMIAuZZSqVSb9CLxGKw/J5MTc3OzuJ1C+U3OtQHDx8yGAyf11Ms5BOJuM/rxWAjm0lnMxnU1GqlnM9lkbabSiZy2UwkHA6HQjabzel0hMMhvV7PYDCQPDYyMgLt+ByNhvDUbjI52hjYwe7bv/9vX365c9fOXbt3//s7//7e++9t+3AbOEobN27o1tTu7Bc19cDBA8I1ioF6cU2F9SiDyRQIBBMTE7/8+uvtgQHaPI3FZs/OzcH54eGjR7T5eewaMQGWSCQisQibSKVSAYWJmBQzWSy5QoE7iMvjjd2/D9rRw0ePCBFBEAQhEpESCZ3BmJqehikocrugL0QNGxkdhXT1wcOHGO6BEnxnZKT/xg0wm1AUZ2ZmCBEBo3+1Rk1n0CEonKfTZ2ZnkfIGex38F4zQ++Pj+A2xjr09MIBiiQYITngoq/j7/NbbC3fZ7tDyl19/PXP27KnTp4/8+GPXGGhm9p+3T927dy8odl2Hwj//+U/r16/7y1/e3LxlMyzBdny0Y8/evYePHDl+4gSIi7+eOwctDdbb1/v7L12+jE8b/HCsV59MTQ0ND+NZA5UwSIBIXcV448bNm1DUoOKCvg4zOR6fLxKJIIxhslh0Bl2hUKjUKpVKZTDozWZTLBr1+bwup1OlVnG5XB6fT5KkzWZ1Oh34ZTAw4fH5BOyChUI1yoBep9PrSAlpMBpsNqtGq0HNVmvUJpNRp9M6nA6T2WSxmKUyKZPFgiEin8+n0+k8Pl8iIUVikUQiUSqVL22ECKBHWVpaxMW62G61mo1IJJxMJOq1WqvRaLeaK8tLzUY9l82kU6lIONx16A0GAxaL2e12N5sNi8Xscrt8Pq/H6/F4FrLpdCGXw+28urpSq1b8fp/NZnW5nAqFHB6NdAYDnQ2dTmcwGEqV0maz+f2+YMCfiMcwEvT5vBaLGZnYyLVOxOP5bBZOBZ12a2mx0241a5VyKpkolYrLy0utZqNWrUBKW8znE/FYKBhAd5vNpPPZbCwaDfj98Vgsk0qVCoVquVQpFUsF/Mqgy+VEaB1s92PRSD6X9fl8SqVCoZCr1CoomDPpdLlYhBNCMhF3Oh1yhfzlHNmh77779D8+/ebbb37r7T167NiJkydHRke5PJ7VajWbTQG/L5VMtpqNUiFfr1YqpWKrUUcDuvpcOZPP54LBQLlUXFleaj3nA2Pw2+m0Fxc7T1dXKuVyKBhEl8XhcBQKhdlsIkkSfSou7ZnZWQaDweVymc+B3sbr9aRSyWg0EotGI+EwJg2FfL5SKtVr1WqlXCzkU8lkwO9Pp5LZTNrr9fh9Prvd7nQ5g8EAfJTmaDQQ/hHrhCUr2DawN4Drzo8//XT4yJH9Bw6A9PvZ559tfXfru++9C97vhg3rX3ttEwoqair8ZzZt2rhly+Z9+/ax2Ow1OZQX11Q+n89kMekMBpfLZTAZqFt3792DSAaLz4ePHtHpdPB0BAIBh8uVK+SkhISqVaVWwVRaLBYzWSypTMblcmE6g98NbqtCQigWixUKhUqtZjCZYE4/npjA9BWZ5GjwYegK5we4UoGKjE31zVu3Hk9MgDbM4XKEhJDNZmPRgng47FPxHdDlfMJ8H2Sl++PjSG9F9wOju5M//9z1cEdNhcUPFqj4+1y9dg12BBcvXcJkHww0EIDn5ubW5Jz+EbH/wAF0qOvWvQotDXLI3377r5s3v7F58xvbPty2a/eu/QcOoKZCgITtKdL6oIO6PTBwvb8fBfXipUtdNw8GgzEwOHjt+nU8fUBkw7MGHW3/jRu9V678eu7c6TNnLl66BNIg9KM8Pp/N4eAtODE5yRfwtVqNWqM2m03BQCAWjeQymYDf73I5DUaDVquRyeVKldJms8KOAKwiNocDSYxSpXyWs6RWKZVKqVQKjY1KpXpmfMjhSCQSlUollUmtVovBoIeYnc5gwPNdoVRgDgTSn1Qm1Wq1fr/vZZ7XMwnNYgc6inazYbVaTCZTOpXC9Ye8GtQtlK5MOpXNpOHNazKZ0L/qDXqv15NOp0qlolKljEUjyXi8024j5rrTboFGFAj41WoVcq7AGqMzGGw2m83hiMRik9m0sOC2Wi2RcCgaCceiUUR/e71eyEzTqWQxn6tWyoudNtwJwFCtVyvJRDwajdTrNRjbNhv1WrWSTad9Pi/yXCORcCGfi4RDnoWFeCwWj8XSySTUtNVyKZtJx2JRLCORgp6Ix3LZTLVSLpWKLpcLpy8mxXq9PhqN5HO5VqNRKhSSiUTA71cqlS9twNBz6NDOXTsPHDxw9dq1n44ePXHy5NDwcDfoLZ1O5bKZZqMOA6lKudRuNTGTB8t3dXUlFAymEolqubS8vNTptBv12vLyEmJqMPhd7LQL+Vw4FMLrc55Ox8QF2UpMFotGo8GsA58Jn8/n8XhCQjgxOUGj0Vwup8/rRdx9MpGwWi0+rxdeWvlctlwqloqFUrEAL2KvZ4GUkAaD3mK14DUDxgNfwB++c+eXX3+93t8/NT396NEjtD34x/bfuAHfuh8OHz585MiBgwe//Oqrnbt27v5s9wfbPnj//ffefXcrJr1YOeFr/fp1mzZt7NbUb/d8O0+nr8mhvKCmWq0WXA1CoVAkFsnlciEhROAok8USicVcLnfyyRMmiyWVSRVKhUajMZmMOp3O4XBgBYKC6nK5PB6PxWKRymRqtZrFZms0aqlMim3r9MwMl8fV6/V2u91sNqnUKuQdcrncORoN1Q52vih40MCM3b/PYDJBLWOxWAwmkwbO0ePHHC6XJMnJJ0/0Br1KpRKLxSqVyu6wc7lckVhMSkhYonO5XIFQyGAykVuJMJx5Oh3SIER6dXnbA4ODkGc8ePiwa+qE1hYiV1CX0b92yVPYsCKATCgUrsk5/SPi3Pnzf/vyy88+/+zzzz/ftXsXpjFff/31/gMHvvn2mz179/7400+nTp+C4RE8fkHkHhoeRrIpBqTT09OwyoK/1Z2RESwddHodh8vBEBjC5UePH4+MjoIVDCI3iMEQVU9OTkKKjpUEIRJptVqDwcAXCFRqlcFo0Oq0C54FXKPBYKB7BQcDfpPJqFKrlColclpczxO2NRr1M9KvXq/VafV6HbzDsJTFoJjN4TCYTLlcbrVarFaL2Wwym01ul8tqtQgJwuGwh0NBl9Op1WpQhrHx1eq0noW1EaH/nYDGv9VsPNP7Ly+Fg0GL1RKPxyrlUrPZaLeai+0W1KWtRr2Qz8WikYUFt9PpyKRT4MXksplIJJxNp1uN+vLyUiDgj0YilXLpWQO0uoI/olYpZzLpBbdbpVJpdVq1Wi1XyNkcDimRSGVSo9GIEE2pTGq1WsOhUCqZhHonlUw06vVioZDPZSvlEnLL0aqiYDdq1WIhHwoGCoX8M7vadqtRr5WKhVQymUwkYrFoMhEvFwvhcMjv9yEWO5vJVMrlTqvZrNcKuWwiHgfRCQ5K+Wy2XCwW8vlsJrPgdmu1WpvNZrNavR4PtpWddqtULAQDAaPRqNPpXlr4Qc+hQ1/87W8He3p6r1yBXwoMWbU6rdfrrVbKlVKpVqlEIuFioVCrlNut5jNyb62KkUMkEkb/Cq+lTqe9urrSatSXOu2V5aXnHKVUPBYTCoXgH4nEIp1ex+FyMezFqYH9bjQaJBIJ6DiTk5NsNtvlciFqJpfNYL2dTqVqlXKlXCoXC81GHc+1aqVcKhQsFjOTxTIYDDa7DXaPPD6PL+DL5PKp6Wm8j+GhNjE5OXznzvCdOzQa7dr16yiokKge7On5+puvd+3etfuzzxDa8+67W9GSvvbapo0bN3RHvpu3bH7jjddff/21v7z1l7379s7RaGtyKC+oqRQoUKBAgQKF/wdQNZUCBQoUKFBYG1A1lQIFChQoUFgbUDWVAgUKFChQWBtQNZUCBQoUKFBYG1A1lQIFChQoUFgbUDWVAgUKFChQWBtQNZUCBQoUKFBYG1A1lQIFChQoUFgbUDWVAgUKFChQWBtQNZUCBQoUKFBYG1A1lQIFChQoUFgbUDWVAgUKFChQWBtQNZUCBQoUKFBYG1A1lQIFChQoUFgbUDWVAgUKFChQWBtQNZUCBQoUKFBYG1A1lQIFChQoUFgbUDWVAgUKFChQWBtQNZUCBQoUKFBYG1A1lQIFChQoUFgb/G/ySrMDFv8USAAAAABJRU5ErkJggg==" alt></p>
<p>The graphs below show the ranges of angles from the vertical position of the scratch marks and the ranges of widths of the scratch marks on each tool. The solid line on each bar represents the mean value for the range.</p>
<p><img src="data:image/png;base64,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" alt></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State the greatest angle from the vertical of the scratch marks on the tool used on termite mounds.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Calculate the difference in the angle between the mean values for the Swartkrans tool and the tool used to dig for plant bulbs.</p>
<div class="marks">[1]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Compare the width of scratch marks on the tool used to dig for larvae with the Swartkrans tool.</p>
<div class="marks">[2]</div>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Using evidence from the photographs and the graphs, suggest what the researchers’ main conclusion was.</p>
<div class="marks">[2]</div>
<div class="question_part_label">d.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p><em>A. robustus</em> was thought to have coexisted with <em>Homo habilis</em>, both becoming extinct at the same time. State approximately how many years ago <em>A. robustus</em> became extinct.</p>
<div class="marks">[1]</div>
<div class="question_part_label">e.</div>
</div>
<br><hr><br>