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Ns3LQZe9tCc+moJXIyxUYBSis3Hla\/HOq5VFfPHfuGwy+KL0J+qSqWANQ+SDuDXXJ\/oqQVmsk2+W9o0iLjbNrOO2I2bCvCjMD1vf1RKJhOtJE9JBTSmZNyVeQkRVDbh+z+AMa4Oej1W7ZDl5+ZTrvYSHib4bCK7cRw0EUwMGZcp\/hdrWz30ZpKE5qUDT9u2D+PkU6Tv4vSph1wFWYQhgyb3Cw3WeqeJKoK7RAfdX3nRfZPnFtcPruRkdsJ8cVxwLfvEOA6lz5Oqim\/UraMVJu0\/9mHDG9wRdK1i8o1t\/rZCiDTcbDGLTzh+GoxwGtXwT297kLbyKB9eV4BU5V8IYgukOlHt9pz4O4HIQZsGA4siSuJD6DpB4CIUpkE3RfxlfmutsuniApXRPJkgE5uNfrsKMO9sOP2ffCNzmmF8l6FiXwqEwANfW+flqcppdyWkOVhMjxoyFIZGUU7PJ43IEv8uxQCBbXmR6iid7dA27dELDLu2nSLK+3hS1zIqqSm3T+YcGwBxDYK5rAMx4maaBvWqJseI8uTTZ3U73QVFFeT+yW066c8HUzpVVOoc+urOJRVXHeXsn9sGdOufNK2iP\/HRAkpidCPzi3GMP366md5XLc4SNs56ETkSs4vODg6oFcN+7M753Jd97M773xO+Pc773Jd8H6ynsrNvj6izZVFkQAhZ8Ke1XsNMJvvOFK12OeO4Ty1zG0CX+VIhEY6zt94+JVOfTNrYg+fbw9cNSH+L4hEE\/7YbLso\/IBy0mR7wxq96WMY0Gk1n17pTn2nB2X7isJNYHd8Vmp7s97+TCaV61poQPnzLu2P3ojvX5E9m0ifYHDUbMheuydVDccGYOW\/O+xfSfnSHoDt2di7z9QArH+lNseaIR3InkkVlMJy++Q1+o3vDDXP9mPoLE3Ntm\/HKiBtndpvajbjv3jttx98vOAG8\/5n5TzOcDrjddTx98uxlO8s6X28wJ3+1u0\/U752pz\/I86MR94weRlA1uTA\/pBfXW1QUY3Ffc+14CqL9NSzdsPGoOYLTmckS25q\/MJkUPH++eHpDqdQdKq6v347px6PyawFYkUSYZd36VzGfsz7g+TriUrF9yph7NJxYzOUnrtFCT7Ryd2Ez947hQe+0fX87db0P329o9uFoLY6377+8cg3SUw7H4H+0cQJWkWkd9HZ\/\/oxW7ipN1vd\/8YJr7nOt1vD70fALeDf\/T3j9Debr3+\/WD\/mGWxu4Xkd4Lg7aIt7MaXuPvHdBfs3K7\/xNs\/OrsdxFUp0W9\/\/5jsImQcJL+D\/WMaBE7U9Z+E+8edHQVwR37Htr1\/dGM3dmHfgFYk82Hg9g1oSUAEoqRrcOz9Y7D1bD\/rG5z9ox\/78TbqG9z9owe2GeiBuvb+cZf4IwzX2T9GXhCBtG9w94\/bNEqybuANBPtHe2vv7O4TpEzfPzqRAxw4trj7R8d2XKdfHmR\/3D8GceiFfd8k+vjRC73E90nboQbt\/tFxndCJn0d97f7RB1EYpz34bxC95HpejwxHkHKFPrfuunsb0xv8zA0Cq\/8\/FJrbvXEERbV\/tGM7sbuhYS3eXlY3pdeG7hW+RoO2dK\/0hxqVWHtpuM3gjrNX+58P77j7Sba5V3AOb+bSFL1k4lUzAiT300vfHbLvjA8TcEE0o3tWwgP1qM7bPAHFsBpZNT5Ev7oHPT86wzEcf4f8cffJJc6TTQx\/z2H9yX5y8bY7iEftSSdRC\/69j8tFtOdZEoTAOx4RVfesqvPSvGpj4IaKgnaVcDGC9mWGKOqXxnCXhSP1A2ESw2ikfojapf5I\/VwQpnE0Uj879bIoHKlflsJdTy0R9cviOAvTkfplXhT70Uj90l3guNlI\/UDo+m48Uj8XbKM0HKkfjMPI8ynqF4Osp9aI+sEUODT1g9E2Bv5I\/UI3sHt4mPrBCP2jqB9IoA99ivoFIImSiKJ+aRaPMBD1AwFIU4+ifkG4i+IdRf1iGPqAoX5J6AJAUT8v9nc7n6J+EGZuFtDUL0uyJIsZ6pe5mdvTzI76RfEuAA5L\/ZIwSfoBEuoHHRhClvqFGQj7aRHqlwYwyFyB+rmR5UVW4KIojSn6tw0Y+kemcFPBZ6a081\/4\/Bc+\/wnwWclmrjrn+s8PjYMLkfcXpNY6x3znCt+5Rt95wnee0Xe+8J1v9F0gfBeYfHcU1uVotC5HYV2ORutyFNblaLQuR2FdjkbrchTW5Wi0LomwLonRuiTCuiRG65II65IYrUsirEtitC6JsC6J2bqEwnehyXexbfMfxrZt9qUjfumYfemKXxrtRuyIo3XMRuuIo3XMRuuIo3XMRuuKo3XNRuuKo3XNRuuKo3WNRnuuGv7Lc9WYfImEE\/5T7JBm8G0JD\/ynGodd+kskzPCfYgHH4FuQJPynyAvFqNdvYqffDL8Utkbr+01\/jMRN\/mMsgpp8XBCbEfMxZizMNreFtbi7GkdL9PWcghKI9iOV7Iy4Gyr3o1G2GhSI41LZ3UcLmD+dqn56qfH4UTlYOrwYzwCpsp2V79oanVun+hszAUjk31FiZ6Rf1zZIO+bKo9yEEqm9Ky4dM2bLrMpDEMklHkZNyt+ypX89aZByoAg3ovvdavv9ds77cGizVQoNVslRxrVLF2lx5vxu\/JfrjeFeHZw7xnvdPKeucOmhqsb6I3xX2itFhJKBopGB0d4RNJg0rz8\/XM4PXyWFC\/\/TDf7J\/U\/b\/m\/2A71IKLHcC6yxGq2vWeTozi\/fXVq9lsoO\/\/kOHZ7zoliQInoa44j+zTyZYzeWL3mfMSCkEgaEYqrPwP5J4klAYSAmmfq7AnVIFhtZ7uDnhxOyQn3JLfMvKuRVl1+lI9EjqAAKlaqc2Tthl1T96xknyQCqubPHLJeqe\/3BEmARJkwFTM+OSfYlywRgVHpaZc5UA1p5BiUs2PuZi8U3KlvTB+tOdDSboYlBA9EpNmJnoj7SuDPPD4N1tUQDD2w5r+EEpslgHMWlqeEkxHBUihsQQlKpGmddSolJm4G2b5KeYkxLoSdAwwe35LPwl+RBJp13vPnp8wPymXj4KjrCk3hys6gWHiZ4yxsVTHcpUOTvLfqhL8\/1ewunwgwMpz\/Tj4zmnAyh1gqwlHmrv4aNYb5Mw5xTLOp+K5iXcBiVJNIksRgaoIwr4yI05XGUs8bUcWSgOQ7cqDQi1Ti4UdfN6+eH9piXYx9j+IkpOFBDwO2vsHgmUVM83M5l1BhuKC+jFI15mTo78HrWAMjPYzWUwLXmf12Vw1bSkW2mK\/EycynsyBDwbxcwC+52xsrNIFHGxOQE6m9Iq4NrrV+VBxbpxNaLj8dJTbGWEiya8ziDvGw3HUdIxmgYvozu3llx4fzMUsRzq3abXrSpkZgi7lnTX+OvZ8RtT5ZI68+2Ye1T2Uj5s2rN\/ZQiEleTcHHTZUxAUVSXVoeSjJ7kz4RzqOywKRW4YZyeMQ0pIEixZnh+ZK4x9asn0N4UmU3Z1BrI+NQJiY9FsaosZVgrXwhpsK0pNqc5OJhz6rPiy4VZwaLQbIVz\/614Afe9ObSs7nNH4zbwBZZtYyAAcgMlv\/Ly2+BRdp2TA4eHeezWexkJ7r7mqTC\/m9YCaMmlVoG7K6FmOqVug0WdmpKbuno1XpWkumF\/8hE\/KO2W6VGsq6aRc26K6d9EZPrukrxOCqjncO\/L86AUCXfjepbtFEp\/bijbEqIrST4Q0Ix\/OKvj\/sy1GvnVW3l0B\/6MxT0sxuDua83xJJtnLQAnI1gdKhhRGGPxhAAV7AKmWTkaX9xs0+0tjfVDNzNzKvXK0hsvzU8yEdw1lZRT5Nm6iGmUMjDGFwp8q8T1Jk4Qz\/fVdZKuOmR+HRUWdN+D7\/+mqbJ2bZQTxVzwvpSJOFdpOhbbLB3LbcwjvlfVh7tXllqzoUkpTz2pdaAEOpMZYCPqsIugzE99YYE3AnfluSKbu4qrVuPC8ErKoPJHXZ8rfjwaOGSlsxQTK+\/3f3yD7zj1ZTMM7JrV1Yk6pd\/biipgrfbO3RTwAMt0aSJc5AqC\/Wqk1TOEGhucOlxuk54a64bN6uKqnRw6m9lYfkdj14fvC6zsTOlHn84HbA8GTJuxguNl6Iabl0dY5y1elfGXmUU+vrRtVVKD5253XQFJqmSuPCUOD7yrSmpo5xO+vtmA5hiN8hck9m3ONWwaqHEnUVqPzeB9yRl1tBajvuQCTrH5d4XaZJpdE63uFEtKJmXmVIGmRjihIzjD3rTxJb8OmCwOxJk4OwxAdHMwANk6Omjf0SswVQkXwoHhRmPPGAtxmeh9ViJqwSOpz4o56DovDzRs5Hk47qY97RFDTQ1f+dx54JfFfGRx9Sb4VszsbBYCJNWlbK+zlTUf4Jo25qfmfQr4fNXPTVJXRRGDun8N2fQmIF\/5gta9xtentjupigKcG4iLoOC\/JN5YN09y1R6ZxAZ58u2dlJyzn3\/f5GWKHVJpWo89YyOSpl7qDUXEClMPWeEyFzToBgwN8eud5YTWz74rMnY5TZseuk9S4ZMrPRao08\/3vXa3xExe4U6sgbEEz4123v2tgPHHlAOXDEQowfjwPPh5CTcOW9bHo+ie6GzG1IeceBWfNH94I7nU6Ok\/oxWmdTQ6h4ABkTGf0VR1+\/kBNAksU3yxcNOl+xXqTEwNxJk3ihQqhzEDZDqm78BebBT5MaySIXdZ5d1nT3maFvD7gtM\/68ZSyCtr045jMEqWvQIrYm6RrVZC6aGtmhOgXYIJR3ljoY8RPs4s09ZXfRU9iRRsLbMEsd2SpSIszQyNpQaItmKY4lPaJq0vHzZvSCZmctl3lClGPh5awbR0SKs23Wd5jep1H\/MiXTxCDs41rt5wpDHy4MRphPCVYa\/slVk8lrQ\/hWoyDE3B3KlK2eRpnbWkR2bh5JXpQl2vNaCrfjMiJ0VnkA\/08524dY1W7XVC+BXEpU5dQ9\/C0R1kYv6+2EzIMid0019n10xFafy6EkgeXwJJ4P8n+\/\/yS10VsFOBjoPpmJ5m8vsV\/f2Xv41X8ba7hbezbmKDWpqqvjuSOhzXHq07TsZUamBGuuFfmgra04zs7gzBMydU3CTraQae9nG88+Ku9BBJjO68ECyTbR8qLH6dUorxKhoJVQhnUwXN6NNi7llHJx2rELjQCrMDnhZf0vxlzpFOi1XasicYId\/MIzyXfqNeU1nN6u38Snd\/qiPV5mdKcwLipiouLRyVJlGvRilghkVJ+uoMbC4Xc2TTsn0v6OjClzr1ySwEHtUzmjRa1CJyxiUvmGkEbvO+KqQYq8PEIfkmip8JMSk\/r244hCTFr2CHmupv7iHEX7UKa8LzbNPRVEfGKuvlhA93lOrjw+ZGF3\/EYV2dhzGGXeS5TnNsGMNTy2hAf8ppzpRCKsQ5UvFoJPHBc1Lk5w0qoNHJN58C+6eZgbUJOE9YYEdrqyuztnZpe11p5K9pVL52fF9QuUlGPplpvEUwevG6hE37\/vV6x1MjQpfEZA+KQpPQ5cn409tKI2ffVn9TCoSM6wFSCxtUPr7i0\/p62lQJBOX+0QZO6KIcZ6S1yx6auqHnjo15i\/KxeQHOC0raSFYwlFQ0dLKhFdfJ2z96ydYHI1BEpfePTuD6OEMoaezSfLLdo1Sej3AHYTb2lPRpyrw0ynCasr69hsmlRjnXYh\/nae3bcakplB\/Wz3aAai8rtPX7xzDehtE4vd829v4x8aMdNbrfNs7+EYZJEmVUG0qT5wGSBq9v8\/aP2yx1ki3VhtLlZQDu6G\/Rfghd1yAvUe9O6pNkelQzyoGXbLNkxza7+0c\/iz2c+41qRvlyd7s4y9hmHyXegxHV3JTVawaKAnXrxZ6\/tcVHzv4xDIIgljxy9487P\/LSWHzk7R8TLw4zV3yE8vNlcEcPo8rxECIQANdmmx20HTvgA7YZZb7NAKTWCTd7KGct8GKXbfb3jwhd4NjlEYIWdenHjuvbbLOD8u66W99hm1EW4TgAOOkv1YzTGQLfD9lmH2dBDAG7AHih\/SDYJmwzWuR45yU+24xxLPFhyDZ7+8c0hFG2ZZtRl\/h\/Y3Nb1RD1mUbACwDXjhIQghBQh5u049zFnu2FXDtO67xNtz7X7u8fQz8Nk\/EkNA1e3DCLPQiYVoTIaUDjN2pFPYZu4nlMq4fG59PEB7WiWbqRH4wreChA05C0g45tkf9nP0XRmiFQ1SubhdgPqOff3jvyQ+0i+B3uH13H90KKbvS5krd2tKMpFZpC7MZZkg6tfdrFrR+FYESxrDrsH+3MyejZ4jv\/0fbs0E7YVgTYTp2YQjscQ9BgVAIuoBaie+DsH7eeF24z\/oGLzlLghgH\/AOFwsAN+xD8gKOVQ9PsFHvC5AT5wE6YV4XAWZX7AtOKDGmfUGqJWlFM0iO2tw7T6+8ddBm36tjif8TxTpjfU6uwfA9Qb24oyh7txRKEoavUwmcyoTUCtqLcYeunYCmDdzc322Nb+qACmFVEEl5kxakWLaYMoZCHglUx31BjSCzklPvAyj2tG\/dmhT92xuBltoL2zQ+5tD+VDj+2Ia0ZdRmkSU4sBOrTxgsBmWvFyBiACTKuL6GbkJywEb\/8Y7wCkqBJqRWQ9TGFGE2rErJMFdamLnbTjJd369OnG7S6mVr6XcO1oWf04C3j4eGGhRy1sUlSXFPXrZh4Nh7SjvOtJ4AWQa0eI6m3jKOLa0WXqgh21iqQdpa0NUwCpfo8FuVJcQJOMI77EfBACCrFRq4s5gx11RaBWxEO4aUihMGol1wmgUA1JumRxEcazzWg34Q5QqI2bcWbf1E8B24xWNky9CLLNJMu+TS14lpPbJMvSMAzZZpT1NwM2hbG4GWWnzULgpWwzxlgv8jjYeC938S6mGbiqhojm+llshxn1oDnWlxhl7mfYgGTTgBdQlmD\/mKbJjuJoEpT0tmn2j7GfRjuGp4Qt4XVDN6aRPdkkdXVGtDGOKGqdbC51jPjlLNtmLs1UnqoG5Mn+EXo7kFDbuskReU+yNIJ0awyQ5X3\/GMEoojmCFjkQ4r3Nwpi5bvEDxBLtYj+I+Acupjy2J4DCJCmUPMAL7sU+pBf8AotNVjVNXhDeawv4p+UlKSCoJRPFj4\/vaV3JeHH0EJ9ayZrih6852gYvQ93yz+K8wrvtUTde9+gAK8lukO7aqgYHiDliSB9W8rhqj\/iOBlt2mgCLKUEahP6IjGdYnQvY0WxA0ezugUNYWF94gGiaHdFHqXtA7gp7Kzwg14Ud+2YZ6nlJLgnSkKLPXeboMPMhZCU5nmEkklwapU7i8ZJcACJIbTaR5NCBSUNOkuOgYknOid3Ac0RJzo3DJLbNJbk0cuLQlkhyEdiFwGMluSgJHJuT5NIo9igWiEhyIPbihJXkAhCTbN2UJGc7YUjdHL0kx3XdS3I7mADoCJKcD3ZR6gmSnOuEIdVfL8n5sQd2UJDktsDJgCuV5NJdEmVySS72dzGUS3JRGmYJlEpyIfBj6oqhJTk\/8OxIlOTiaBtQHGsvyaXb2A9FSW6XJMEOiJJctoN8s4\/k4yCNEkGSy1Loga0gyWVbsKPOXS\/JQSRXZIIkF0cu8BJBkgsyJ6Su3l6SS3ZpAjNBktt5cQJdQZIL4l2QZIIk52bhlhOu8Sxjj5GSekmOw+hBkuOwepDkYALDNBElOQ67B0mOw\/BOkuNws5Pkdm4SpJCX5CDMHEpl00lymQ+CSJDkYteJ3FgmybmBbfX\/Ny3MOS4nzMEtzLKIE+YSP93ChBfmtiDaURxHJ8z5YeAGmSDM4ZMesMJcmsGIVnQQYS7zs20Wi8JcuoNB5kiEOTd2EkrNMQpzAWIooUSYA5HvBZlEmINJRKMxJczF0IsAL8xlLoRJzAtzSZgmFE\/YC3NJHIc7Xpjz\/Aj6GS\/M2WlA69E6YQ6CzE1CXpgDYepGgBfmgggkIeCFOdeL7DDmhTnH9SHFGnTCXBZnXhrwwlzmJinF6ffCXLaL\/B0vzMVhaLuAF+a2kec5oSDMZSHcpY4gzMEwCXZbUZhLd1GQCsIcsMPQ2wnCXOh7CaVf7YQ5mME0C3hhLvHjlDr2nTC3c6IosXlhLsgCe5fwwpznu06QicJclmVhkojCXJamWRSJwlwWxR61qIMwB70tdHeiMBfbPqkwxQlzmZ8FlMZrEObSKE2oS3YQ5mI\/jpNAFOaieOfTIlcvzIV2uNtuBWHOt53A54U5Lw7cKBaEOWfnUBdTJ8wFMNmFrkSY27qiMOcmHqRA9MKch0hJIAhzUZY4lEp4EObsJKRm0gtziR94XiwKc2HiU3dbL8zBLKJVLr0wl+4C+jD0whywncRJBGEuSGxgA4kw58Rh7AFRmANhBEJfJsxxEs8gzO2SxGE490GY87Io22WCMAfDXWbbojCXBgFk2nthLkm2O4qx6IQ5bJjwJMJcEiVu7EuEuV0WJ4lMmMvc1N2COcIctwujMAc813WUwlwIfeD5SmFOmCgtzNn21o1dhTAnrCklzNn2Dm49qTAXJWHKiASjMCfsBivMbeMwi1XC3A7\/TxDmoJ8mlHp2FOayNLMpCjIKc1mY0JzBKMzBaEdfvKMwlwQB8GKJMIdEU9e7XwmnvwS+vwS+vwS+vwS+vwS+vwS+vwS+vwS+vwS+vwS+vwS+vwS+vwS+P5fAJ3E\/7TLCnzbN6+eHGrxyEZrIrRXUCNvTHJbtJ8cLUngYa2530t2aacFS4JCCQ3RBVdcgnxpgC2skgUwNMrKFQeYtO0Ysan7IGAmRUUW6UnRoEhKmSlpA+I1pOISK6SGRdyZhYbqnhYTfmITT0UktpO6dSViIsmoBoRcmoWBCrAWD35iEQwi3FhB5ZRJSnkAtmDyBkzDIvaAFQ16Zxmt8Y2sgkRfWZjmJRNDOFGhnMWh3CrS7GLQ3BdpbDNqfAu0vAd1zBBrg\/StrQ1jONCzHFJY7Dcs1heVNw\/JMYfnTsPxJWIDUQFIfRfTCve+k8u3zQ\/x6hx3vAd283T2gm\/e6B3TzRveAbt5lBAgc6vssNgJ0l8VGgO6y2AjQXRYbAbrLYhP9qwYSecEMjjMFxzGD407Bcc3geFNwPDM4\/hScadJFSXJ61nZ8b9HFR4mE0\/10Ly7uCAuX093g1xZ3goXU6U7wa4s7QcLudB\/orcVdxLnBUsX58oU6QIMODvCGnSDyu8FekBcXd4Q1AdPd4NcWdYJskXr46I3JQ41tnVo4+I1pYa6ru07DIcbkU\/72KS9XTX2ILU64w2XZV0Hwk0Wlp5vsiphbZ\/ZFPlqvPJvtjOG0mJSu3JdTo\/pNewX9ZsBK\/6a9fH4zYKB\/0147vxmwzb9pL5zfDJjl37RXzW8G9wyxaXNAJnK\/0tZwSQdXOnUqCnZXebGn1QnkJfFmSLHbAINY1bcCjJiVbuL1KnB\/GlENpw041\/kJ1O9rKryaJK5AWArqRhlPjR0qNm11OBR9KucrnZ7bQ3HepgHn3w3S8KHfRV5+u5onmu++HVKvoVxpixO6gbquXmW1FZgUkGJ5FGmxTeN6ZcRVBaC87hDsH23o+E6nrEWNRHfv2q7XB1+i1qTFUX+uv6PbNifwa4VcReLQ6a2E6EldgXT\/mLjJYKjCrQDpwDM7c3tzGWqNixQ5agC3j8bqGjfYThGAIA09qk9YFMgIHGU7anSdJ8s2i72UHiBKaoyU9bHbB1+i5nNVvCMnkCCgIeOsKigMKtr1pk0Mo2g2gMQ2BoBtJsFOUZCwzcn+cQfQP7Y5xf47WZzNiSAZdgn6MMk8fpcyN3Ngyu5Ssku2vYmR3SWwA9tdxu+Sl\/meD\/hdchIHui63SyHcOr1di9mleBfHTJ94l7ZgC6NA2CU3CzN6GN0uAS8MnJTfpSRKklTcpTjygSvukpdth5hQapdAFIW9Mwy1S3SQEbVLZHz3dg37ayf\/sJ1UUF+UIBdSKWRqWIA2f4FMSYhTXn6KQvv8ZiWgSD45tv1yXG1WKFk4KhLLJ5JRpRpNQPkCmsnM3KJ6a\/2cI7GIjJD8CXXz2eRlW1fa5FhulxULZWHyh5mhqf202qwcD812vfr7CtXHwjlpUFLbPu0KWg+fWQ\/0UUSWY0aCKmqwK2BNv9OxA3wP6IQZ9IB+w3cYo+uWTYal\/Ril+eKTZ\/VJw3wq\/8yYz6dL4oMT0qiZgrW2V\/LOkDDJcWUZk3pmi0qbhDkX\/PrfnadAmv2pgC1aPeQKRfKYP9k+PGlH0+ZtAcfB+LrB9JwfNZykAKfzJw8hjPfkv7xafkiwy3my+TE2oGzEMW7sJ9uDJ5KSiqRTikEBygSSpj4xLUpHi3ZFdu60MyxgSk2wz09FJYgL3OQon3ADk6pMhyn3OZskGZtCcbAoh6tssBaeyYKJjLgOEnT4myuNlGhthkuNKa2Anqh4ckIkJYmt0ryGCSExJLUbQzbtWTQK1XPLk+dOunH7M4Zzww15+fDeku15nk0GaCyWJ9pCKMru0ST1wogjfjIuMpV00HaDqUXmr52t6toxWFuKWgeYxvv2T2vVRQgbyQhs9cukC4N8sghwfjDDnj47mhZUn9CQO4x5RzMtns6KJcTIFmMNSFbVp\/3qcj7DOgENlBBHx4Unw5Lt\/Rp2RVzQn8hX462lU\/8apUXcorSIw68gIwkjL6dyg5coQHcLI++i\/HxjZk9EONCn6LhobvaVHy2Zy\/Qhps8uRWUwMtMFNGYcYbPx4CNu3QJBcZ5ng9yXVftpfwTNpxE2Wp1mvb6aJMW8a4\/CjlGbEiG+TXYn7GxbTa10qK6YnpPVz3X1SjDYjWhMQEodQtZR+xSJ4pkzGZOlpgYyyryzHelUyewONTidUNUH0Bag6bBFtwB9MseRxZYcRJxxFh\/E1c+r0Ce8c\/dhV+nO5Et8byupekMILBlkl7rz88MBc07jQPeYEKxsTFcWQaJf2aDU\/CzXoSUzWX5g7hGaYkSuPfEp\/hMZdKpXGqvlh5ZI4efDnneV2zGecnADhr\/Pm6RAORzhBqzX1Bsx9UadN9828Vp6Ke9z+jwifLXIz\/HvTijZ1NUrns3wIDuS5Mty3eJZlcu72VzKfJNWyTch6S+tSHWpWleEG5oWRKe5ji+8Ele8HZbJbwJgJokpl87Y8acQGYNDKUVBXsJaHDUPUIrCfabSpt3glLGfH9CRl9yQnLA9rO\/4qYXOtOaunsW1G49LXpsCjRNRY+U41532AO\/cd3NFvpD73JCxUmlp9K\/TKXXdwNZD1+HtoD4hx2SHxP6aqhY6aFXCKd3PrBGs\/tfqb+Q8V2dYWjM\/HT68DvobGQ5hnkwrkxic6CGPMZJow6ltZFId+7P3hZHSiSyo9uhGdDLhilV4cuJAf0D9vTnl5dcvmLl6Ig0xqNcjZVWwhzpookGLLaYxA1xSVA1Mv04OBw39eEKWq4acThBfJRUZNDd1RzfRfdaRl9NXaxhKeqmGX82mAO\/Vpf38EF\/yIkUmcYS8m2N1ghv4di6qmlRyIi0Z+G09UoaAbOgPGcN6MduClj0vDyxeBfRO9hcHZqn+MVw0KwSBOX+u7vz9mDVHZ1B+iJSDMITd1deLJAvjR2a8ZgzKdLCicAyr4nv0yZcOy1Ht6qtQNJRKy05yus8qI8rDH06UebL4boo9tM0ZlLC4snoumyu4K5aZnAP8F2KdMCMVUggsy8Rz289yXsLm2zGdsef0u+KY5OUzYM47UQdSDAi+y\/ly7sFi+CI98WWkgNYP2tO04Jc8\/X8+P5DfSNf+ApL3jbIQneyjFtanZt4nBTyAYkOfP8+dJtOKobJotGDgiwH00+AQeZ5qzmdUcxGvmsO0jlHN4YOwaKUEdFqwWLfA6NdLj9b27XPTqe2MJzcXiHR2IlGQleH5\/n2OqsiAmA5FLiZIm6KXx25KZb05gBa+gndmUkcIUp6IfqF+s+UKdcpcoebzHzHEvobtjGsAMy\/95uNVT1pEAsc29JNnW3wZ2+IbccjTfd10qEz76L3crHtCO7LLtJOs0k7NOR\/zszXn9KAPrspiSfjxWicwxQWE6Vf6ZzoU7h0ldPTS5nX9zDM13Z4QdQf3erHuH9dctep+nFz56nmiHZYU6cPX9YL\/7he6+\/E2Za3oFrhA79VQcfc3it0hz+JWpYNIYdNuDpV5HaBfL02bZ++boaQPXR+IFMd6Q\/QXsxqDu8wbq79kbUlEnTQ\/ZMy0DhddO3za70FRfos4N4iVnQQDJXvhyIpQ8UXkCWlOYVLVqoJD2vLPiNTi8s\/demjeUD+aRjxdGWeCfvo34rbUVoLuUJG8M1H0+Zmeqmo7v2uGSmqtn1GIFkz1lZ07cJv4oOyWfkX1TFGBj19kpiiydrGN3kSLfnOdZUWZ5TMyypx7h6e9gTUfv448qoWXcasldb7uPqtK6qOqtCQq2u7NvHzZO+TPBNTp5nVPSkSOLce9wzqjGxc8JHTONnInQtoZolSVOHQRemLmb6gjiqhCyKVotcRwdHNEsQMmnCDaXHlxNNTes7zq54TLk18Fit72r0dYw09H1zp61tG3zlZVWJfCSgsrTa0sP1xquJYVQ7X1ADGU9RUpezZN+15ANdN5hqvm5fCUX3s9CCH02BsQGeHoBqmrvxAKsNTrH2u5tAPtZkesMxaw8vJ8aa1fWhBjg8bXtemxHw7wjHOPeX6Z6+3SAzVga+OtqR\/BWiKPjztPv6j6MWYYIFuIdVgmx0lxMptLnQF51gq8MOibM7YSMEhk80vDztpRwTPTdLFcSGhP+XfKmBLBFxp\/MrbCosjPTd4oBtpcEP\/\/fqUIn6\/xZJ1yhtUXK\/3ACaziqwGPOBFrhM8UceHUHRLMZAv4b8Z2k3SIMWxfISS+myy+6YfVFeoESfv5AY0FFV4fKA5X77vTBqtM\/We4+RWtfwfAWTmd85jmCOCJC1PCmn1yxPm9VHVcXeoSvjdy8YWZ0Rs7GGSnv9PtOnWHj5aB89tQKnliQr3VfV55Vpqe4PWnby3abWsQascv3JHZsJ8nZPZ50pXAFWE3dw8TB1fKFfHykaFtRlw\/c8OJ+G0nh+iJgV5KMRykuShC3T8TFJ7WK2DnD2zgtzGq80iuzsCCR3uqajlf5PN8ka\/G6xMsLzK3DDy2Hk8JoRkDU35mMHrdvcwYo2gHDskNiyM7eELkYmuvQBJwaAyyAVioc6JPoqcX2i9HijCx3u3M0ZumKzM1GFIEoLd47B434FuvAO9r3Xb0h8PSvLPoHFEf8l5sIg2WrKCMFLF30cjD0tTnY6kWxdL4UqoliFU8HTNYL7WChH+R5e4ntCWz1ST8\/mMSlRxh8o0iUTP4JMSSSnaSVaSMkohiSHFb3klRySAbf1N6UqqBW9X3p7\/+YHbCkPDzV6zRBbtAATmATS\/1JgNNu55WKHZ7aKTh03yOeNgXNc53N6kOQpo3yB6SylG4f6rei05Q6ZexrNDBL6pXmKo77bdIMm5KBJcpGKnHfHtVrqd71Kx33t1EouaNXFA66M3pKj05Oh5TAS7\/M59sV3ayje6d+zHKZqf4pvNq3Xauc9ODvegyym8\/9\/nSg8\/sm\/GJT\/Mmuaf4Zo6k9p8FITUr83HCFYJO2BX4dgZlasqvKMDNEn6YEzjEKC4+Uqhv+VS6EVFhkHXVghZ2eaOlAJtaLn\/Rk+LndH4TtWrIhLA5A6TVxvLYpwAJSzIRfU76IHKnWLrbxlKfa0uNC5aRDG7AcQuXHfYxES4T7GSiUuaCuLlqtX\/O2oTFvLMq+1nwsR0a3odtN3ay7ea5+qWuChRXB2I6hJYmhOJ9LSON0mVXL5InIYTUcsklxz5iaHxv43ApICaJpZjJwTe+uc0VXMLSmlBSU1iE2DSwgElrLOfxazxTpsM5Z2bpF\/AXAkZhnc+5QEpxEX9Y9Y+tRSDnPoJcp3Og0MGR6g4mzSGKVSBe5\/zhsHVvz1rlMzLwyQxtekPWYLEbDRVqCzPyGjsfr\/ONhn1aErSVlhu+vFpehMLpmNuLvBPgLAxb9+VokXgplfmnBQdpNiFNjiDBD4S23I9v5SdUcmOFcAQUY+BqktdJAS0VaiHso1M9IjsfnuIIeLQIErNgT1YONYif2+qSHDt7z351BuXm\/XkwAms2Hi\/EU94gnClRoAwNNc7Lg+K716pmXFDZyDu7Czu0nwemZVPVeR969vyaF8UmOYISrdTwiq4rNMRDkSMEvRrwXQUSZ1m+i7Qp+ihACQ0V1oKroCwXZ6\/4vcRtAdV3MizgC8AXic6fA6W4aN\/3q6etYvQo9rg2Hj6tV8fToa9bm46SdI0zZM3iUIQzZpqJqtso3h9BP10tB9ZpDTjLpV7w4pdLxsbI10WBJcPCCHmhXOn1YZ4U5ckO4WlS2jMxr09tB7JQl9cbjfIjNM4sT+nEDA3yMD3ARokjaJPHUXVq9TloiMDLUoGqNAyif9ALTNqq3sAsg0mLoWyaBBQI7cjLjHjZ0QCGyAkqHfKd9h3NdLpciO9n+PnhgBan7HJPdGNHyAvqGp2kcOUbAsLZGKEKDnIX0UFCRL8qr+ziUrjArqo7ASmtSniVb5SW9xq+z0\/XkRarxk1niZ1nesVfdlOmv59kqmEBYhSTKLmMRyKB\/0RM1qdNYP9kof+sVwjj4Kehm7x8Wa9pV20jPlnUZxvZ5G6zdujy5sno2YyzXVaplBcwT4wlk\/CVXm\/MD3fN6miGFSaureztwz48\/ihL9NR1IlpGyb7l5RHWeatVZBvROcbxfVrTfTdjFkKMXumtcUgfl0IDRyQooeZthdNIn4JPcyBl1ifsZz3iJfbAYPBxgzBobfzA7R9oZrB6OqacMsxAMy4x6mB5fkI\/LU+fibNnPi\/fstVT03LSq0wDwepYI17JihooV7XbhoM0w9fpDrVQyupq4IK5RONE4H9Lr2qG1VwVRoAdiqvSXZFdecyaMwvhGqz8wLFNjAIv\/KS3C9M9apjpRq4dRNvSjsLYS52Pfp3rKDxMaPMK4295i0O5+r8xcKxl2bvP1AtIsMcBIbBu8wQUong36JdJHgdQvmNvdt5jkznlTyE8aad\/YqfvSaYf3EXyUckwk0773UCz9soonGmMXUIQhwhOGprENMi+oGEJOh0F5ffkaYTPWwgWYoyJ27BM6jZe+LlEI680FgkmdS\/i12S7YEAgKVawaGtT5MgrCQl3ZZRrdgSKNPosrz8\/1G2BInapMUjsYXuUSOwT9cGaXVCKmmMh4j8+oXKXlzJPqhRu4jzNtQnQR64A1qaKt42DSDrjFSpgv\/cnEl84pUXHr9gawWWmYke7sOeqbg0XNrB\/Yi8vnoeIxozp7I74RpG8CqEDdbsgCxszw6e8vMowYhNMcD344+rSXkUv44lviXrjW46SHaEECQMj3sebES2fIQQ83hEE4y7ZneVxkTXelDNYMrp7SKqw8Ua9rmdv7Hl81s+yusQFNOwmhUne5FXJ98XMU+iNPF3UH2hBA9sHlbezsAvVpU6gfhs8Y6w4VSkkJBadwfkZEWQwQd3CDCTmU6qRfyfaXMqDA5X2OFTlJ3tlMwUh0AWzXtnYEx7\/6P6y7Z8sG\/9\/xvj0Buskb8SlnL2ITQsQR5EaTzgpwIXuWIbNk33jeL6vfUTrYNV8eHhWq5KRQQ7RDPIfM5Jo4ho8mGE2ztL4xHFiKEUM\/PyQ4lplWJK9jXx08PLy3+rqgPQS48LP8wjQghQHOh\/eK8jbvDwQYJbhR4iwpxP98yWHapheEphuTlXvVb05D\/pvlRvU5PQxfwhKlNmYmHYR55uXorlzcwJv6xXJl7zKyywv8xaVN\/gG37ManGDTf3ptK5kvWXupy7XKl+n3qjpNcROQQU7kv6Tn1fz18zyPSZsNrvtBDvjDMfQ0azP6NUsD8USvlMjMK2XutYHHUl3a88VEVSW6s0WDcs0ftOxLxEADiUnlBpmX+Y2YJnvMRPjzqqFd+Eegk6AIN7S5ohWSSI1ShdN0+aQe4NNpUyrMVv28pz5fYrtiPsYWOm4M0\/a5HsQL3zPRcxtaD51pi6wqCUBemkpanKFHRx3dtTzccCpU4UOQlicJ8\/3apskoMmJpncPq6lVIJyF4xMkjCD8uAwQ2veW054MqUpT2pZthQfQnev7yt+ukrql7FR2x5hWcR6OTPTGrKdPcHOsZMVJelyXGQB+vjh6j8o1u13gr\/VCQPV2wNnsf542jJXCIM7w0ssJMRKGO1dbCSk77WvP6cyG52ZK1O1eNxkQjEBLvA\/KFqFN+MPgjSa0SLFRvd+dl6OZjDCkGnaMgEpKj0si3eqQLqP6AOHxi2JIMHKucBQ+qGd1IBooIgiY2hrwt2kO4LZ2EYNrflRyZBhYZk6xEpgjFypSNs\/obM7S1PLWK4mXVUGALroJt5l5+5ehONfPIRjwyd\/kusjNpBrJKVfI5eTq4qJMudVavCVdU2ualsSD6+sGKN0R48w3h628IaY52g5DbfgH19l+NUY6z3Sq6+fYyy70f4ZSFTL+dom2NSo8pQavRAz3TIIcjbLSuj+sHLD8S2Wdf4BpY5qGmojOWQe4gn07YyhpI3bvGyyzP22rCRJikPdAs8ixXr4Xhq1XSLOSIi7z81lhKsLiahjxFjg7gClyn\/OVNovZIfIrCGCpPP2F2QrtBzvM2l7p5GOdQ67ok2EA6FmZwKVOIkxWTIQw\/h9yKT67SXDtMyTTseN4tfykojFgV+dVsoRHPVoKX+S57zvpZ6e7yQa4rKn5\/SFKnOn2dVfIqzUqkzvbChHGYuA9MRNEZM7H1pZx3iSiO65RLsj93I27VotSXcsXlKHQXhvC3NUi+ySL7xoSFRAHMbolkmTRjxelXf+lCHFAU28NXiTa2S66iooPydCV9xluVOADqb+q4FiqqS9CX+xKnjhle8bjjlZlq3mYV7q7anYTz2uDDsOdIMpeyN3zcxYAht43Q7JSxb5iSPkGYGg1WdXNUB3PSNdcdcI5O2Jub+pVbZ+YUhCryRwjEWwti4r2WVVVrpOZgX1RQ4Cll+w+niWjUqILhXLFhBinru7g132MBD7BM1QPtWC5Bs\/3MiWw2uyVCogppVgq2SoOKP9I7\/WrnNZE5EcTVZV5KAwKWsJImqTJUTqlTav++n3ts7uqpeZ1KlO7e4g0429lycri3OerJ4Wjc9bCDET9nI2uDtCe5Zx7phPjCzQwvlHej9cy7f2+9X94yRzvFSi32OZPDQ\/qtSW+mHn372NPJPopy4vjY8vsFlZ2RYpWWGxp7VYb1alwtTc4FC5mO89X5cLatEjCmo1PKkIkbQ8jyu3WTo1LCPSM+VogiWWoBwtBW8VVTVYhwRHcxs5VVyxQKUN98E6ZFeG6+FPl1SSIHHczeWPvRBlTqRCr1v\/7aREdLhp3CFuRFc72rIgJD7ksmGCnIcaFfFOqINOKE+TGrHCDkz4qoTDG9JpSvjvKssauYzGm\/702E3fJhadGk8J8A6YZksQygIa6RRsA7Gc24jvpAvFu9Djiw38yGrz49Syf2hM2kVBiNzZ4lbL\/ECPozQdGfVy5jzPTWEwovT0KpI1tJqdv8BNGbsqODjsamq3bU+c8Mzby5ybVxundpGRpR2GCVlaaWnlfwAidlTVnOrCnlqCeXP90pPlszzi+jr4t2so4OiJD6nU3HP6Wf8P4kibRVSQvCMQ+8d0MWVGql7pFBgAJHxMjb\/WqUZy\/5xlsuJ6rTyLXbt9Dh53vZ\/Sc4F1w29aqqHIP2qgDnBmJSg\/8y1Nv35Vgt7eP0anBYRDxd4vfQuxj1kNrqPDF0lJSpPf4BPnHz5tfrFqbyrelnmz4lV5WmV8PZa4F2ZBIgD+ULUpgLXNm8AgsGnXWURm2tNIHxkXXl4OncvivyTioNbrOS2WgRayGSoEV9yeGrGSdfwzME7SfCp+RFYXXMCDZCYWZkbezyixxBjSVkTYj0RJUVQ9d9NJpO3iX3pEdIwgzyzmL3EiNKAVN4lYr9CwV5WNdVvSQXqjtGhFG1qR3b9Z5wttKrLimqAnmcrH4WTZk6B3p1mCLCQFIWilE7BeP9xuKDPddwNJzG6UJFYzSAr5mMQqkuW+ZtuDVYZXreW\/vlqAtBMhddGXmJX0RNRU1rMhWvNCu4tnQkZ9uoT6C4T1YXbS1ATW0\/bYUwzmbdVRKUFe\/7PhltSX4r9l9V3FaXWxbFN3QXpt08UxGYDBKeaxT9o0E6S2muVnODKr+urpyjZWownLQNWUaqWLSb2kzTRBEMYmQfgeeGzgCviztjNG5fniTe2d9NE5PQ3iPoXidFE6wln6NRKT\/nMqgYd6v5buxPnlRl0t\/BmgwFVVRuJoOoPz9gTwS8a0wOG9NsLopcMZ0LWV\/zvDJcG\/l3s9YG00JLW\/hV\/dRSOltYWtW\/pVbU673aLW3Ik0GtCrOiF1hRYOkziln6jFvWRHInFmHOBUCCzZviDtjnzad9AcrDJ1CvLfLXpV6vr6yGZc8yk6AGMSr8TjOXslcUfeJeMjDRSQYmusjA2nxSGaCnt0KvDIo3i0l7bNFZ8yw6daLFZkyy6JCJ0Tuetr5YMpWyJYr01qDlWQt5+rBtgJfYVQXY4zS\/zsn\/dAbpl7PKgRnfCdc55rzukymmf+Ad85Ji0TWcI77h9mWFCNxwzeGb\/eHr+ipNx4o\/2RwtxM6s+Rqi6CfxY9nE8AhecjRcTbVlAuyNE\/sMQ8O6j788NScyeniKYZrC9OtVEjnLB4\/Lwm+xFMGEAc3uevXUnEgoFt3jUEWaLXCxSKbS7xnfibBvuG6ESjxEqhouHwduW7mufWpWySXOk00Mf89h\/enJtWzLtpz1Kq7aI5eKg0DK6opKAmtLMzb\/35\/QXL+31fii88wd0+\/zk1+LofBUMtqZubVL+NYa5+l+FjOB+6twXgqbq6zk8Qa5q9hzMsUMY5d5Bj0vTmizekJAW3BYntqOs8EYJrab7Zp+98Tc98xvd5cMOwyKsgcXUVBUaKWZSpuDXkRpcyjE7bWbG9f+rnPwPehzT35AShvtaCjPY7NMNd6YG2VuMhq+xz956XNtnRlMY2\/SQYhXh45uvx6hPKW\/Mn+jmEwEtU9UAKALqg+hB+ZG21mWWL7YjRGa85m+VVZYLY7Iwhye+UuXS3OBqAJKZ6HbH3IvVeVX6mK+EUnIvguYp+C5SfG2a6+3A+czBDXy79sj8RC5+TxTbYTHEktV4eWgmonJApNX8qc07JUkuhsP32Su2+pVqp7kgvZQusI7JaLmorndmcHMWLfZ6UhAXny9LiqcOGRK4Jh+BATpS4GyriLf\/+hlNXRipOrj4TDKAVHGItGYvPP+Eti9zZPK823uey+HjBMzjFSxQYLru4Rxsg0qV42ou4kw3xgxV8ZUEtpfGwjq5KgaDVeFaqCzjiRPvCwGRlKlUl5WxP5DMkIZR2iry2LiHch\/x5PoTU3Vm361Tc3RuKfk0ojWaEdpjf4VJ\/+cFzRNvpmIEPkVof6sCJFfD33SeO4OtleThaGFGpR\/VNoiPO3rBFfBe9Bo+5Eob7ZhpNYD4DpxRhUmMTnXhMqKnkee3hBHTQv5SH7XKqMNY7I784\/C3AbLVP\/dFy7C9uGrPFGTUp6hSPI5T7597Qi7vXLY63AqHxAPh72QRsJGl\/aVJ4qY1QG+OxSklrsDvYmqsX8Wr0VD\/ku9HrcnUpjdpaJcu8If0khyEytQC27wtjbTwSaXWkaaE36qeIRTbIzexl16wjGbjbQs++m62TSnTi8zWBXyrmEsD9spbhQlFZ4xEJTfUgCBW3k4JBWm4MBiQBmNEr12V30oVf10l71RIdFbj5MckWl3SfmmyP0DUPt+H8OsqqH6OUkVbs7MNKfVHosdn46udfSso2+drUthVYWV5YdLDdeyO9PWg8Lfr698YIf+o856CCyczsAiwqT1SwtizKt+XZtyWwNCGzv\/NSdyOc\/MZsFGD0\/4IRtmvmCig4KFJW2XBKuiNSAs55iaglw8kjxcC5IENSc5L3JzmahbqiYpBkozQkuTCnRunR83Or4qrSrt9UR12ua0Qe6jzQ9XDC+pttIPVn+9TqQzp8RS+745wYSLSFkT0DhaQzrjzpV6ghubHbUm7YswSIQa\/+n05IioVFXRfFQeIvcPpMYZON0jRx\/iGpU5+pblU\/Nc0\/P1Byflu8vxo5PvLTlS6HvO1pSBAicI0Bd9fDbND9F1snoqb0g2pFaeoCsHFrcg0I2ho3dRAZFZdDYKS\/UC1qHq8P1Pr+FUovt37ZypfGQ7V6aEcKNIzgsq02trcEkKRuZoPbWRRpBc11fy\/aKbr5EgusIWn0+YQbbc8OXV8rALEOO2RN4JcGjNNnw5WhESSlUbgf19JI5QJs5V\/efmal20ii04QFluOsH1akpc7gnpoQbxc1tdkmOn5duvzqDcvD8PstrUcO4g423UQh7uYkVGPb9ergIo9pxsNKEutsLia7avUrN7W+ECRAXMMHyZkPGaF8UmOaJ0gN3FiciqqpNZiFM8wXLQCmw8H5ur7N5yjU4NKlto\/8RoDMzKX97IINzmLOSpNUaalUA+GhhrpUpDClHnRVRK5tUp2dSDKV6u1BbYeBOef0SQLDXLKVqhwAjlnA71VUSrHxn4q4\/RQ7xXW3xkMbIZfNZg1nXVQ93oXMD+kJpmirHi+mXGmcUF7ZsqF\/SSAmj\/1TQGaOmMRJb5mWGakzSDn5B9L1xSJLpvQZAThI944HTrrxW6c0izPuNgc0KSVHKdV9RPm4neXO61Tc\/DH4QgaGU+TomEoCvsagvwDYO7KW1kc\/rTlFDphiJfnW6SkmqYkZ3CA1Xjk2wuctkCdSP33uvIgKVeU0utSrAW6159X0ZfUet3lQT2EWSeZK8WvIf1B9j\/U0nzgd5faXE9CbLkt2i04racJS\/EbdlP7irlarm4AEMGOt9UpSVhMVXD\/lFOzH95Lpt6Lvebcm\/P5WGzjTyXkeXToGjm7DKvxgUzl1jH7lEE0zTffnPalNWhmF1V1JsSc7z1fTKyGaTeuY0kf1e742g1dnevvvlDC4p2M5ys6dm9t6ycZvfxDyqnScznNxdefP5xJRW79RnLFXZT4NSXRt6OzQnDUDDCOv3mojpMfyotTfFyNUiPh19cxfzqLsGzM+gy1E13mSl9vWVFIX5EwaJhUF96X5jJrL2yqltGoJfn65WAIv5vg3jw8PPDs77+qzY59nwbIxnPL+iYfVWP6j9d13EfVHftdTr\/2IKRoepuK6BPME4x23PkCQJ6UYK\/YclWl2Lh9dF9X+Tzqz164U9rme997\/akoXExaHAaYJNScfQgn85VY029U8KDQdIi\/hOVRxibVlZTKW58NObIv6jvktrQK8BRu5VwplvB4c5bUsVHMdxDdb98l3OWUu9EPrdGH56I\/KipBGc1mI\/0qK0L4o5ODt5+5a7+vvJvElsmd7ipk+ssemZyeAtRPSWxGLu+UQENV1E+g1bzanntvtBFBk6fH3pGcmH9DAbWsarz31EEqAJar6Uf4++X95XUVdMsrM2BNKigrfM3nOtPcFWYlr38tRbsVUiv3MAzqFGYQ39wh9xDhrSfAF71JT7EpMkLkrsLYCWsOk6t1CcEe+7+\/02Tp1CZY3kE22dk2md53bRIK1ykV5k4b0+bHU9NUp3hXZw0B+UaYz\/2DCP36EpvptmchvGPVklzvdvUGlv65+l1ST5tVkdg9pEZMswPLzZQYjIWHLR1fD7wuGrb6iTXp5mNW17djJDx1zpv0eE7VehcDH3XxbPSECNKtu6iaoOGAWzUfJC7mmYfhJy5U1ovJS3SaS1l7kYMg+QrQw1GxBbt73KrvGC8F1OhT\/V1i62DW\/iekZSjkuh5iCL9nm+qDM0fhlOepkqOXIr2omclXsdbolBSuoSlmimKlKVWaUZCSp0mNSxp1dLcSw5r5Mf6rgpNmAmP5qyWW6wMxi3hunr1dSB3OWQBcKzUNPtUy9X4NHrwZnUZsqDEKFjF1cVvfEKmr++a0NQFnNpUjvNAXrtGMwqkZZ4nJJGv\/Jk1lRifAmVha0fbqbT2102XOQbb6\/NkMcmLnM7MPE7oKRmoep4VBZ\/4wuCG+tX\/eiV3u1F\/ZMldtCt\/qlK55uzQD6lZO\/YjLZep\/USXgwXRnHlVevsvrtpll375inWJxqVye8iySqtmFtFFZSxnSWOamhjKGMFLbWTex55cDLX5eRW4KK6DLQ7ASJ6DtOOZZTQQk9ZKSyryxMcwZNFbz\/Vouof13KTMhmZzZh0F9MGmvP5Yv3bdWFoG3UNje\/LEWcKwY73l1VnPrj\/Snwd1kRedk4zJBiGHeP6W0meT\/a6GNPgImt8OyD\/NPLknH5isLoQ3vCRo9Meg9dkJovsYNE3NHT4xtTaey6SqTO+6cpdKOwObg6ZM9x6qex81uLpsNjxAPJ0l+K6qb9OHjy\/LtmNpmM25JXPEQHbzUETZ5eHqosoZs4yz+vtq4zzPqR7mWswA1vMC0SVmv8kMchSjog2Abm9KHiWxSGp7m8EV9vHZC4Jl+0hX0+BYjEdfuo877X2V4croV+MJaoD04xkjhrXjx9HFMoxTp\/o0iFoVw2w9xKdZoftytAIfh+JKrCqBBoHa4irWJlP5m4sykjyf4I+VGOnrctwe+3nmkdN6O3I0mQtl1TufjZ4axoRtCtLgiCBBMUPDtPblhTdVQN9UizyYV38TvJefTbJ1N6cfX8qmOX1wKRv5pGSlbHorqNXRLquPjLX6cFJrlCEs0YPslrIzzWle2Zk+JZalzfOkfmppZXBL62xraeUZ89JJTLmsfqnNinJJQpY36F7DQb6q2MP\/AinGkZX4dNr8OqEDQu\/At7w1eI0WkTWvJUXVwDmiNLEj5KcTrJv8BX6ldCRZ\/gbTMYPBWCGTSv4mT5zw8spnTkhfjpPhDGau0PyAJSk8yKB02RjMxClpVyRHhwb4XFi37JaCHcLGFTojhyG0nnxSN15\/v63FDqR8wMADOYjRwj5RK8f2GfvRjBXvR4QkKqvXQKwXLxU6RaQMU7foa9lOUiUoVAFggtoQp8aRhYX9xycSEsackVNefgqRucXC6kZ8ZFYbHJyoil3rDH7N16vZaROkoKnjpyyupVBWTgxzTlGtGbjRQ1akyjH5VHFexPhRlKJ3gTJnqrct2p\/vMwu\/CUXLqGpiI5Kvqdas6W5YYROItORHNP6lL8fVhjgrrK1taCuTFC0ehlGklIqflfbC3npmCY+QsK\/S2jSTQU5K+kSKJQ7KpE4SswYVEjNSPdEJ7hKBbAU4FZVB\/Khaa39K1\/J4Ti8gAZ3WQPDGthnUmE24O1Pb1YvlnTWEeC7JDCQS9zSsoJeR9u4BR6l9FaWmbjsb3XPomsOKMFS4Q62pUi7Glx6dMPNojQl51+biqhI4k9ZWUvdmDjg+S7CrKimguof5NMDOdtb3eH2G\/G9Sl6tZXAFSuxrhCXG+kKboR5gSuQKm+IgzoFEl7JEE\/TGrcoJu+KxylfeYWwxt9aQQIie+bWDxhTXNz+bUECh0Hrp0jaMqcX2\/KTKZD1HZCCe0x0o3fBWKxVuizxdk+ROXrQT5kdR47a6J3W7Gx4OOk2ZeXVtBD4UcCPh1TH81id4YDDcq3KQeLJWzakbJDRU8xILIzjnOCiLn6RXHXzj6OPmj\/pJwbUEMWhzMLRc1+u5\/Wv3c907lZjAP9udXj\/w+gi7NHbWavJaMKgjLdzdT0B4ZO9mO+fL6pDgGhy4hqMkLjk\/8vJsCpz2k8RCbgTen\/O1TXq6a+hBbUjZrFdo\/WRTOrmf1WbyocJ+Ytnr+DWfPds1rhqn2OU+LSdZ2fb0jYpEOR2mpV10wNS7Njb1qZlNymF0VK8iTBLpdbrga8Aqzf7dyRMF9eBhMZQTStuU5G+3ERFOX4N4nZ2Q0zrhmN\/NS9kF6zQl73TVRVxmersLit\/Ti2hdgiJ5aPJ\/h5mJsk8xWEd0Kp5QLAqx61YqJwm9bWffbsYOf1vci4nLUxHcYHjbinm3e827cynsoNUcBDl2XhHriu+VG0929FAWm2Ytm5uNSkGHl75GCihLvHXsgRIzmI+8IHOdovRm0NG32tIFhQlluK8Prm0vRNnRqdhw30emHJqvw3Cm3EhtUeMcEr938Zvl+dt+Qv0uqNNXt6bAmerwU0kJYYh6Umd76Jp4X9KwP1VXP1wppK\/4kxTj8ydxzRoEk7Fr0oX0GXptm8G6u6DpP8defcQPcl6vBZfn7jf3O53Q0qCeRRcHqzXIzdJMaNT57uXAlZtUV13QF2by1jis1VUzoxkyrQW2tF5wGisj5Ky8nDRRZ4dYJPJyw4dBT\/NHxgrrlwjzCZICSO333+Ws15swalpy3W1+XlIpSBbzQIVoL8uyo819NOVvi4CfCYSrsZufqvImv4vrPzJ3NJXDwZkWD9aPEuRlmZAK+OY0D3fGMiIP4gMujvEBLDEOfLpy2sDBt5wARz2K3ztVZdsFM4s25GhPHmVUBpT+5KSHcueKyr5nV8l2W6VzojKTwpoV+dTZv9YE6a23EkUwzRSt\/fUFsHkI7poJgJTkYbJq5\/IGlr4zN1LqFFCvpjRNX+4KPn2ILjo6RkJQNYtBt0lbBdaZnaM3IEgtxSdgBglDCF1gvyvs5dfcitm5ZqkohZHhRnjAdJ8VWFhMvEiGXxs5dwrAhh3XT9IZ5mcqIsHHO\/JFFxYXQxDPuqA34uPeuLoEygJZFq0i1LfOzTuPOKYWweNjkKmtBUOeG6NkL9kzvZtpvy2ywxJfNrNaYBgzWEetuDZ++NXRZuoXgTIm5M6Q9HX5abVa8n8MPLKpg7s7EWV\/5xPWCQRVX65MnvccKgrzAn\/eBZprk97SvVN80gljZDWqes+dI6uDtshZpwKm4MVNCYQZlmeWNtjJLLTO\/Thkyd4L3cOajSZvebU7FEnHB\/JHcoqB8dXlp6Q+L8jJZwTlM\/gRR2RyvsmCI7ZJrjzPMcWkLKIuQpmCAIlM+c\/E1bQ3b5GgaFKsf8eZwVfQ5SZGWdLdIkp20JfRRJOZR9Dq9EEoEwJpSkROQ3KLHbJ7oN3SH4zJeADeVItGxa7g06UhyYXH+alHvw\/IADjD9uibcO7VKVD2TuZ2SOHIN0fMmFnvyKEm9GAPhbsdu6XRGJrrM2Ry3rInJ7o+g+TQE8eE0OtaQ+mbNRm6sr3cxbt2F71g0WZzYqRufuxjCWOZOelHds4LQAl3tpb4aZdjxfTHDTjhhXM4aheb6qgxlMTB9TMAe5YAbwtWQNvdmH1OiJWKXjLiG3Fg3SZPzAhM00SdhQZCM0c7J\/f\/vaVtirAGcRgIjq32zBYXq3ADwHMsHnXRgRpoRcxGyaUGbJxIvI40sIRMbpPIFR29t1hV2L98NIfr2eTF7O1d+YtRgN0g2wvL2ukVSjAeW6aC80KBqFy013zlyEsFumydWVcndVYLZwJR0UpduBPG1K9PYAxNJhfG44+WAunqd5y84W9Koq9dljKNw8YZLdF7UHS612YlelratrPQ5hXx9upnJQLwpQNrMOYvM9BRiYz2qHS1aTDQ28qz+\/FDAF4iy\/ooq5XAm9I5rwZ4rv11y2NJXkl4ddBfV14eNdVZ4p9x5b86q3C2s4m4s0fw5sAulzqXCd2VxAbvEy7GtLskRG6snKkCJlYGJPZycwNsM4vStjwkOocZYZtEWy6bzNSuLtJV9+VH85+eHcwHKh69cngCTYo2qHgpQ4lIlbL6sZ9OykaKq7P9v71l0HLeR\/BWdggXGs1Kv7bY7M210gJnkkuwGkwt27g5YJH0H2qItjWVJkeR+jLD77YciqQfFp\/zo7hwmQdKyHmSRLFYV6zk1Fgc9KAthA6g8mdGAs0ndkDIdhGqq4ADQs9Ty+gn0UPNZzWz3jTSKsAZ17TfqjsgXL6I\/c1gdVZWTbImAS5D69gPcYLNVmic4F0s6KBQ9jS1fbuHn\/fE6YE+MWKOAjx5ilNBN5dApp88Ix+J0Gc8zOP5bwG49iVNb4E9RfCXT5K2Uj0y9sVTNxHcyHSMhudFnsnnr1UgfbOuVZpucV\/OPe07RQyq7q4+4E4s6LJqq1h1mIZYUGZI28p\/qqeVFZ5tpMGWh7xUQEFNlalMiS6ajW9utjuuiGgaUPN6HOMf6YreyurbSQrjS6qWapP1ZzGgpIdfgprXFmjWkLzTcrpXRLmZzZQ8XQbRrheGL8Rv1m2FaVjwQnZnrdX5xtTAp\/v0sqewc3rPEWUX5CtyElaxFMT2N12Afvpm6L\/iwm1t7AogkRaMeOL1S8ZAyzmeHf9q9CGSHbPIQgv8nuwM49CmNyFl4nwRD3EeyhNpj2PypSGACtZXDqKyn2XKVlWIAaY\/I7LKFE9qzzjWeJT10vVSVIEjvs9MWW7MPJRpWqWxgmQDNeIdnkM+kWWk5g2tbFqFWVE6VVhV+YJackgLiRH2RVchP1cveqq1J1FXRd75zJm\/GO2YAPc5G0EBtEaBITwhoMnn8141blGnmN0lMC\/fW0JwhE2gY1fk\/l0l9tWuygya4vvrU5An9HNZX27S+KsOXkTu09Xarg4LO5QQs+BCAeQU+84i3r8IwPCPpbd6O7+7NHrlD05vZK+m7ycU6apGRQnkvKDA7VkidJ5vzZ17meu1MR0dky5CkHjQY3mn6oBkBRnv4Jq0n+MaNQdfhdlNVWIUKvJiloqd\/XuN\/xGLpdAwUgATleXp\/2wjrXWYEMUwSKfZSfxyRi7hq51rqV6IIOTTlQOe\/E2vMu9okqB1CUvsAaKo+DxG6FBq1bySFeBoTY2NoMVm\/LkeLIXVLJCLf60pejKq9q98wBjeX123wStNixfoBl4y6KEzfPWN4q8BnVtvq2EbC\/W5ZaUUaU3kgGhts2yHTdg1wHAI5EC1VFTcyDE8LcVVVONo2JwFP04NsYU3CJiM0pEdgBfSqGp6Rw7rtoQHMrcad7XXriObkwQ8wzkDkB71nTfvKNOu5ydLyvepEbU1DhjMLd0JZogIDlG3KRa5PAgUtdEbnmt5QHkhCFOXQ3Eg\/0rCXcUChQKa5Bvr8hDNJzMdjUTC8mEzxTlOxamD2ggZuruCi+jzYzKJVogN9j6gaWpCb\/A7wKs1ZiYN9EmCyKP1HKgpdL2JDssh3TTMNQkvOdRbUrDs4FqU1ON9At4ln2Kjb6lAM8h\/kvhiXNV538PzgPuS1aWuhtMM8lRHmcHJdla+ofXBsXWA7xpXvx5jNbFOSImI3JFM\/PHGtEf87WTKuiPJ2LtW6WZTiO4XXq40CI8bOa09x\/\/p6iddpjtXPqbwqtzQoersm+uhX4dQLL73MS2NvH3tx5AWxF5ReEHjrCMdBgUuPug+PpClb9I2TRkdWUcsxduoOq9Yl2q7GUowde5VVC91yX5Zp4iEvSrJ96bH0qHWlkF9LtCRi\/e3Ilrw0WG9NTmIszd1sk4FhPlL9kLsrxtjHSzkG+ZtY8SBU3McxUrUVbC2rScqBbDVSuNFDrRs9FC7qq6DRSEVlfZU1V0lc66HosNkg6ZAolKKCyVDNUjmpPCNokUDxgZCmhASS9qpcThfDimQr+lIUtoHZAJ91Qa4QlFVvx\/LSsTHhWuW+OE433kieVgJOpyK4PZiAqkIQHIs4bXwqhqd5sjzJmTJQGAzg1jyXDJP5UhO9641bJCgrwrQUC9qjIpQXtIdVPWdN+wHjCdN7I1XsFoYXg3KmI3XTThpXQ6o0gjrFX0dlXayRpGmXF2zUdhtHdt0S9x5e5DHsJJpB4dkDeWrE7e\/nHnmbzQ8iZ6FYoZzMYhajFRaqFXCJ7Hs4S2\/w44Mc3eK4Oky9B3Lkp4knGXwtfl41Sdrs2d\/wGvWXvBzAYwX4wJvqWs9HvXrlZ4q2jTEUBjHlWbSV+PxNXJlOAfbUBmj1QFZmkW2QNVxZZ5ewSP10xafd5tZ0fC4mZjwnmXMWcszd7KvBpq7O4DI4nxD73iGifS\/XxZs+\/+LVNHS3+wqhbhDwqHhFACDWm+tViFdbHIxGRsQdwK+1HVGOfl+Z\/HegHVoE3uTmG2M\/TsTSt9NVKGYNvbTPGqrwH1OU74BBSWpWqffGaTbDSfYBm6GZycPOL1Yh3uFrh5ginQDlW8VUBKjEg8VwVVvlwcRqMhomxKv4X5nYg6Dyc5Rihhjtf2VKo\/dykGbeII1NutcBnG9ZJvAnWgpl1sfcer5RKjCWZQJJjcTy3TyRvdI1cAydh8+DqEDLGAdyylo\/NWX8sxZvmvlmXyiJ1EaKy+rXmy3Qj+k0f8IKi9NEeQ12orxk\/5eiJn0NJ4H6JYueOxn6uI6hXUO3qlekCnJ\/klnM3YDkkVbpIPmXBNQxCr18riv74mysFDsEAXqX47t77\/KNqphgjP0dihJtL706lPaC9t3gI0k\/t7AV6SbEyl\/i8h7jxCLl7KkiGwB5wvQ+qaz8J036tl4++ybBHCoyvIL9VUbptTN1\/uJMJFFLxsK+XX8WS7MChYmqhnZpgG\/cTZwuYUt069ou+Oi0DCX+o669E6jEfbVOnHTh0FFXhhLJf1rY5HsjOyQb3tZiXwD6ENMAm\/bac6H7RG1sgG4ZhUISp3NNuFDn202OSq0DvxWa163FktCqvhTeOTFMVc1tuUbgDDEa4JY+sT4I7rbfkHMN0QBFJdXiozgdVXd4Vaa5j9frenn8YoVikGJoZ8oWmb9fiDJ84+ZRsnFvv6EO5oqulLNPxy1Cou7bYa2zNru5\/+umtd9TYUk1J\/roBWWj4GdP4sX5JdWbMprPzgPMSRdJPxL43ubzftxC9rA4GAnBMKGN+9BtJnVMiBDlYYzOFExNti6KhJgscVxoS7hII98tmZe0QDzxPwKXn3XZRN13EqH5k5ksmykpQ31AaY\/O4j+hnuyy7+QE6yI51omWF0W0nWKCP6fpTuscLw1J5SZOl\/F0OjJV1tHA1TkNqV3kYaQx0klkpcJxwk\/SEh+eFW5qygo3lRgquVxwzmtevIUatyRVhDFu8cVoJjroqlsARsnh8saNUxQQYi4mVhHSHqrKp3buC9t\/rhIBr4Mof5WX8cgIWKdNfZOSVnCep7l7K7pmi+7YcyXWRgG2Pc3xZkL+QNE\/YnSTqg+tlKpSGZKyAkZbLT0Dtqc9lbny8ohTnlF\/o5e2w+qAkDkigyTlUA\/NfyqdZ8xhzeLkHthZGfer5fTttJcD3VBUYc8qCGJFLQGBFQr2Y1WLuZ2q5e0qNNnXlT04QXkgpsC3QXXKGSzylb26XMhrKSBqR9bpI7SACGqHYJWLyl1xGE2TW4l5SicNFzIVIqJAsc0\/NP8fSKdRUVb9TOh3OKdBDf4Sh+gugtkFuoeiRIRbBdUuKx8rC\/J4CpMLIEmF4ByyBxarSlhhta+AiBgdVySlB3rzAllMB+sArQtf2KkdYFpqA6rM00iN6NFyqqJr1lpX6P0Yqwh8b68Jr72z\/SJdl5aJoy6zB+IabnfC5mUvDXRCP\/6wjujMnVU9GZWCrdzk8HQ5PynjVHl1FtUxtTuN\/ItoLPqRN4eQnMZZkfkqlqlzh\/No\/QiytzJ2xQnSslR7Lt53kh0uzNbIhUl7Se+15J1hk7J7ibqqo1JSfJaD+\/cwMmYQyKFFp67XZZYm9aR3zDuK9e3MFgdE1SaZK7cXDMBf2vvEj9WO8ItjHJzjvOuDag6jU\/lFWMjqhu1C09cb\/fiO4Y3N2al\/qh+c\/q42eR6agbo+\/oqVn0V7mewkO16cdDsRGa+fxo\/kb5AmDZ6\/faudGlUaMub6eYAQKsYTjNXBJtT1+Yil4YzB1sZsFV7vamcuVTBJqXzQuIEJ0qSdn5RWil3n8hh4wUnKWAGvNqDr\/IyGGm55YzIk25notLta\/e1Er7+djEyj4xS10soJkjqIvRP+lRZh46hS5u+c2HBBT8dnPDPJle\/GYxL\/QNSekKJn0WTzUWecbQLV1\/s47uoY19EDDiQpKaaT2dezN5dXsyvh2HV33zd334X9O8FdaFsXTpJ2VXsWHq6k4wd\/Df8vVjnGSWUzNEW87Dob5nNItsOVfU3dpgviJKeUUPsBCiSZ39Ck9J2+IG37EwfyyEaP08r3cfolGnhYNDBO5dHAcF8XDUyfD40GxqkqGtg+6LdtY0DQL04HBO62PfQDdw+P2G0w0zpiF6dnidhdnKrEOU4VYb44VYT5wogU91VhvjgFXdoRcb44PXWcLx03GyUdEwPzJIG+pHlec9\/ijuKDJwv0JePcqRb9uEBfhgWmCNrxHzp+lg3y6PhZaTsgu8cxDtxbz\/YTXJQgCcI3\/b6VGjBA+TPFzNKmnzxmlnX7JWb28JhZmMJniJntsNWzx8zi9EvM0FPGDNH5Ptg0xT5\/gQE7wEUHBOzQ1xv8swnY4T95yoCdXs\/PHbDDg\/OiAnYApPMH7OB0cMAO1ahI3ajsjMo4PSiUx7aywpnCcxjUTPeDVuWNm+MCl6TY14CCdoByquAcfhVkjJHXuLZMLvfeOH9xLkdPEstTD6GrEi5KtNqKKuEr0AmPZUE9i27Uj64XFn4Dvy+DXr5lnbf3ScJ1cOqvY1Qaqw+RBusRrfK0KCBvoaLFc7qqQ\/PDXNXHjj+Zjv90VBIis9R5esf0qSz7pr3soPTHxqnZH3v6pP7Y\/58cseuZP62nMk6hdtISG7O6DHX0tXbl6tPd+ZV6\/HY+1c\/pTk3kotULc5KkQH1DzpKD7dMa5aI5gY+K0J7F65LpNM2Yyk\/yYUMgLpcKF8FzuT1qQKFUIU2MlSXbwmx6b0CTbrTjDagEweQIaNS\/FvcHOdMLioCpXaQq6ZElHFKa+Q7IPdRVplhBEZUHj7tXGmeg87\/JB1IBb452ihxZnWm0F4Y0vThL3lIsrIba6KNSrxdVXziyVNsZacSuR2z5wjSQX\/zPvLii2eCEehee4YU1BPKcplPSVH9mDlFfQkOt0LIvbly4A5pxvR1U8uEqTQqclO2XnQIfv02v3o0dx9VAcU2d8i3slH6a2ekPRDbuzFfhoIJiGr+egSu5ODoBBtllyQZX+kPfdHZ6mpdmTrovCentGSWl7s8WScZA0OiqA3t+\/CeefBUEmwMDpC4PMxbEG87cYs891O1Fw3xejif00Cczp8GG7QgU1ka8eOMsrdLhAcaf1oGbtfjHdeBmA3h2B24wwC\/j++ag4D9olYPlMu4U+YpRVmBSjJxcnYQ0lsvYWaEMDtpVl\/5wVkilauMwGQL6BPeIMvTKYFRZ6zOGVZ4UR1NXr63vlmmmgbAMuhaJHm021oZRKybuRP2hSLUFfdash+dTi3orAlbO3iix8g\/lzF+bQw518q71Li\/BmV9UHdQRPYMd+WsvsAPUIdbu+q3XxRGTf5Dv+QBDg8r3vMfGPB2j8Mz75PQe2OApeZAH9kXyEPrraCPzjOwUybIqkHWMTlgFGu+dSKQGQ649bbVihzrNdpk1laybjckqkh1cDyz0wTHaaDYSSexs3JMfuaKH41YxaAzfY0B063XPVPW6WT0ySd4mXVmmtv2LMtNmfTJ+L4ZgmrvcVT3JTTThHAoT8b6EH7FH\/0zpX7Ra0QuQtOkVxES2V+0bUPOOXhW\/jwwhk7QnxQNotlIlxxMqmvXy0Sl7mxqbtG4L5kKRFI1iT7+h+jd8iPIcNsilc6lqHmZUMzXwXOidfCVWtZ+r+iAFCgcMQQlsmMaShIiNyUufOs4e3iAtDckONV+SGeO\/pvOl3BG\/VwMBn6qbUva+sFxEZdvbJF1tbWZftw2X6YOnfkRxfcgCH7lPmz7FLTNTYyF8JU6zFtDhOyavhvMLqL46FPtWKJOdurv6NpKgY8wJLVN2Z2B1T5MK6iC9N0H8fCUwYSFkR5PGwMCHn7rAkTRSThHapYzroiInt2ZK4bRI47QSxCVSEl0nzzbodd0PyhK\/Yt5Yk8njv8AfCwXgrkkWRublrnvbIa5Fxd3GA2HitbdKA+xlOfa2y8Ar0C7zmM2x4vQA\/43zACXIc9+V2ygp0sT58THDeYw3IOO53n+iMN0h710eodgDf1e\/gPwSzr9FuyzNSySrjsyBGTwWMX6IkN2gem8fOCj3PzKcfEebWrlePcbDB1HvUJKLgkhqGSnxGECJxzLwytAjeP77Pi2xt442TD\/lhROPhoKFMy+ce+EViGd+jANMLvAjXubpvUc8qur4qxEtPnKSTviGndejCsKM640OoyMz7U1MuNmhSb0Z0EFWwwFRbB2aRrX3F1d413gKEVDgJW8yGtkvDB93dOzaoN7Ejap+XBMFtt56uc8\/98YX4zneDYCfHhnBq60Hu2ZN29GMOB0ftDK0Z3pKPb5v2s7Q3nMJOh3QOWnGvu8w2oSkGAxVIRUMAKHjkTrcsUUAwjg70beAxjuUbzkkFmIiZzIOogAyjpItwIjOBw5oITTZgg6YWRI2ChNLy0Qf9pkYdnp5+oEfMjoSlcHQBnksiraJns3TGN+49K57W\/8u0dK9HbFwD24lqQXtdCMSh1HxLVx\/tV4HSKbu4HkxyrdE1ZWjAtzEed+l66\/G5J9FT8zv3edl3et8s0SvpvO5V\/83vpjPRwvheAcgwj8LibzLP2MB8WxIvZpP8mpPPcYGK6oZZrez7jC5+7Jhjj3y78WVdHzdWeqPr\/usHh\/cWa1kNa0MAyzKNPMbfSzsrtfe4C\/UPiLmL2kUfU8j3MXhvva4+0zwRSSuHgP2bID9aIc2DZmPdhsvi1blPsfeXRRgqH4AZCaKSZkGeig5tINfiVH89Y3bKp3pQ84VkN4Sxio5UzCdoB\/inBk8CDcsVjjBnd852vnhhFzeh\/Q+45A0IGWJYpSssKEDkvaiRBsihbXdNMIq9NL8uA+ZYCecj65mq3DR6TzLcVk+Gvpu+2sHhPN01LxEYy+K5in7LelfEQpxkt6+gRtQ6Yv+qSSufkYD3UxqfSeq+V52nslYzI6S71AsJhcWDMeHTgAbGPmLcsjb1jqdPNWkClYWElp11LAGgsCqcNRzAIfPkWytZWtjnX+yTdzQpmZo0zW0KRxk6RryfX1Vtu8FLIVDLUlLTz2jKnzMQlw7zTVFeOq75Cb9ATbSONpF4E+A8uLauZKrzM82kI5E3gF7h5K9OM\/LHKOtf5\/mwcKG8J0NZiYMlmEjD7KTpBJeO+C4Tke1L0pXhwDX22i1xTk9MckPsOOL8UyWmeMsE0IZyrI\/drZTeisqgamGhwz3d+78R\/4UxOF0PPl3l\/79lv19x\/6+cVWNgoeortHx+N3736bj6fe0pen3v43H79\/3uvnO1c1jO3vcnJn7dclfu97q+R\/aaDtjuiFI8FuzCi2g9ezTv29d1YkkDolTzPXkYj5f1HfA7g6oCildyD1qXG3uX9WSMbtPrRvXUsdCCjzKRxL7yq\/w7FbzBsMUZPpY+gZ9tDf2vM9HFZ9Q4Nr96\/sPzi8xfnA+oqRw3uVoCVpM\/rbruT+nZdp75SPepNj5r782elv3B4w\/I+eXPHU7is9F22Nt5XjSTsHm8GQ9tkj2RoJjs7kUyeZyJJs3Lm2PSRniIioa0z9xe+k962Ttoo\/uIEI\/Kf1kv8N5tIIDXAICX7LfFZRvMeEHbCFAtxUMokZaIqd89b8yJLN4p0FfYzPadxpENjbTeUdkTIt+dimVzNkMLCpeEYNAYwwAy8Adyj04oBEmSB7DxT6JyN9kv\/Oa7Ifw9Lb+ud\/der+uYlQUr29c8sjt3tgnEfc72e\/cW+lInx8qR0f22gX9Mn3a6ZMT\/haRv0yfdvp4xtaj+B\/SJO2T+oa87yPyOjlWee7H7+Fl\/+94s49R7nrfpkmRxqjwmndEr+N9EgGw\/jIKomsngvdLIykRDQ9Uc8tYwq1xMx3ewN4SAt5hrVEN87zLm4\/HI15F0LzZsj4PWN\/INCdLjzI+OM8EbYLIGG9wEhgn5MCv9zZ966eCfQkzYRqi\/rRsGuKBX+9t+q6UawjyjDe5eGMc3EWICr9VDtXShdfoKbuKI\/YQtrTkcecpuXHjNnfs5IcXBM7+WWanstDSUfg+h6Zjw+dQPDb8jB\/2hfMLpJz5+K1AXcVbruf+EiWb71GyoU9\/jHK0iRImbf\/w3vXcDxEkg0nXpfMP9COOOHH827\/9RL\/7mO7zFXZ+REnblf6w8fJBpQzrRcPZHmy+lh1sBh6ez3euoWlOQd9FCuxGq5Lpq\/dlyulONdvBuKU77xx7tICmvgh3WuGOJz82wh0g8FMLdmwhTyRWXdmKVaOFnemtC+MJhJ0rnbDDujlS4Pja2MGLZamfjGq8T8ikifvbLxJ6z1H47u+f0Hbv\/JCWYbQCxdTPruf+o77heh9wlD+mfdoPPQxR0z0jRDId3vOAcwgffA79njUfXIDWr36TZH\/OwhyyrA+xIdU4beScnXeO5ZyfvmiVTJyTpzI2nBNQ\/qk55yf0LAoJGedUbQYT7OdWH3xCZ+aon9DL5qjb1MRRt6mJo\/70dwnDeJdlMXY+flfzhp8xbIoPKN7sk4Y99PgCNDSEcZ6\/Yxl\/PGuvf2A22N3iW4wzH8XxcGa3Tc3MrvPOscwOmvrC7LTMjicANswOEPupmR1byJfA7EwwnpupsW7Ox9RYBy+WqYWRiamFkYmpfYfvUII2KI+03gzcaz+lYZSkac7f\/TmC4wAing5DuNsTQiBjc0\/TfYffzV+0Y4cG14z8qvPOsfwKmvrCr7T8it\/bNvyqi61PzbfYgr4gqzGD6NxcinVzLJeSDY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:where([role=\"tablist\"],[role=\"toolbar\"],[hidden],button,.nx-theme-toggle,.nx-live-slot){display:none}#nxe-n2aj1v0u.nxe img{max-width:100%;height:auto}<\/style><svg class=\"nx-defs\" aria-hidden=\"true\" focusable=\"false\" width=\"0\" height=\"0\"><defs><linearGradient id=\"nx-gi\" x1=\"0\" y1=\"0\" x2=\"1\" y2=\"1\"><stop offset=\"0\" class=\"nx-gi-a\"\/><stop offset=\"0.55\" class=\"nx-gi-b\"\/><stop offset=\"1\" class=\"nx-gi-c\"\/><\/linearGradient><linearGradient id=\"nx-giu\" gradientUnits=\"userSpaceOnUse\" x1=\"0\" y1=\"0\" x2=\"800\" y2=\"0\"><stop offset=\"0\" class=\"nx-gi-a\"\/><stop offset=\"0.55\" class=\"nx-gi-b\"\/><stop offset=\"1\" class=\"nx-gi-c\"\/><\/linearGradient><linearGradient id=\"nx-gp\" x1=\"0\" y1=\"0\" x2=\"1\" y2=\"1\"><stop offset=\"0\" class=\"nx-gp-a\"\/><stop offset=\"1\" class=\"nx-gp-b\"\/><\/linearGradient><\/defs><\/svg><section class=\"nx-scene nx-es-scene\" data-scene=\"text\" data-ground=\"none\" data-es-org=\"gra\" aria-labelledby=\"nx-scene-title\"><div class=\"nx-scene-intro nx-es-intro\"><p class=\"nx-eyebrow\"><abbr title=\"The Global Risks Alliance\">GRA<\/abbr> \u00b7 Banking Nexus<\/p><span class=\"nx-scene-rule\" aria-hidden=\"true\"><\/span><p class=\"nx-scene-accent nx-es-sig\"><strong>Spatial finance<\/strong><span>Where capital meets hazard, exposure and transition<\/span><\/p><h1 id=\"nx-scene-title\" class=\"nx-scene-title\">STEM foundation of Banking Nexus<\/h1><p class=\"nx-scene-lede\">The science, technology, engineering and mathematics Banking Nexus rests on. Each method has a canonical page in the STEM Commons, hosted by the Global Centre for Risk and Innovation (GCRI), and a page here on how it is applied in this field.<\/p><div class=\"nx-actions\"><a class=\"nx-btn\" data-variant=\"primary\" href=\"https:\/\/globalriskalliance.com\/banking-nexus\/stem\/financial-economics\/\">Open Financial economics for banking risk <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a class=\"nx-btn\" data-variant=\"secondary\" href=\"https:\/\/globalriskalliance.com\/banking-nexus\/\">Back to Banking Nexus<\/a><\/div><\/div><\/section><section id=\"nx-s-1-sec\" class=\"nx-section\" data-hue=\"finance\" data-tone=\"alt\" aria-labelledby=\"nx-s-1\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">01<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Workspace<\/span><\/div><h2 id=\"nx-s-1\" class=\"nx-section-title\">The workspace for STEM foundation of Banking Nexus.<\/h2><\/div><div class=\"nx-section-body\"><div class=\"nx-es-fig\" data-es-layout=\"split\"><div><div class=\"nx-window\"><div class=\"nx-window-bar\" aria-hidden=\"true\"><span class=\"nx-window-dots\"><span><\/span><span><\/span><span><\/span><\/span><span><strong>GRA<\/strong> \u00b7 Banking Nexus \u00b7 Method registry<\/span><span class=\"nx-window-note\">Illustrative<\/span><\/div><div class=\"nx-figure-frame\" data-scene=\"true\"><figure class=\"nx-fk nx-cx\" data-fk=\"cx-banking-method-registry\" data-cx=\"banking.method-registry\" data-variant=\"hero\" aria-label=\"Method registry: illustrative console with example names and values\"><div class=\"nx-fk-head\"><div class=\"nx-fk-heading\"><h3 class=\"nx-fk-title\">Method registry<\/h3><p class=\"nx-fk-sub\">Banking \u00b7 6 methods in use \u00b7 Example interface, not a record<\/p><\/div><\/div><div class=\"nx-cx-status\"><span class=\"nx-fk-pill\" data-state=\"met\"><i aria-hidden=\"true\"><\/i>Reviews current<\/span><span class=\"nx-cx-prod\">GRA \u00b7 Banking Nexus<\/span><\/div><div class=\"nx-cx-grid\"><div class=\"nx-fk-panel nx-cx-p\" data-w=\"4\" data-t=\"table\"><div class=\"nx-fk-panel-head\"><div><h4 class=\"nx-fk-panel-title\">Methods in use<\/h4><\/div><\/div><div class=\"nx-fk-tablewrap\" data-fk-view=\"table:cx-banking-method-registry-t0\"><table class=\"nx-fk-table\" data-fk-table=\"cx-banking-method-registry-t0\" aria-label=\"Methods in use\"><thead><tr><th scope=\"col\" data-col=\"c0\" aria-sort=\"none\"><button type=\"button\" data-fk-sort=\"c0\">Method<\/button><\/th><th scope=\"col\" data-col=\"c1\" aria-sort=\"none\"><button type=\"button\" data-fk-sort=\"c1\">Pages<\/button><\/th><th scope=\"col\" data-col=\"c2\" aria-sort=\"none\"><button type=\"button\" data-fk-sort=\"c2\">Validation<\/button><\/th><th scope=\"col\" data-col=\"c3\" aria-sort=\"none\"><button type=\"button\" data-fk-sort=\"c3\">Last review<\/button><\/th><th scope=\"col\" data-col=\"c4\" aria-sort=\"none\"><button type=\"button\" data-fk-sort=\"c4\">State<\/button><\/th><\/tr><\/thead><tbody><tr data-fk-key=\"cx-banking-method-registry:r0-0\" tabindex=\"0\" role=\"row\" aria-selected=\"false\" aria-current=\"true\" data-cur=\"true\"><td>Financial economics<\/td><td data-sv=\"14\">14<\/td><td>Hindcast<\/td><td>Q2<\/td><td><span class=\"nx-fk-pill\" data-state=\"met\"><i aria-hidden=\"true\"><\/i>Current<\/span><\/td><\/tr><tr data-fk-key=\"cx-banking-method-registry:r0-1\" tabindex=\"0\" role=\"row\" aria-selected=\"false\"><td>Probability and statistics<\/td><td data-sv=\"5\">5<\/td><td>Cross-validation<\/td><td>Q3<\/td><td><span class=\"nx-fk-pill\" data-state=\"near\"><i aria-hidden=\"true\"><\/i>Review due<\/span><\/td><\/tr><tr data-fk-key=\"cx-banking-method-registry:r0-2\" tabindex=\"0\" role=\"row\" aria-selected=\"false\"><td>Network science and contagion<\/td><td data-sv=\"12\">12<\/td><td>Hindcast<\/td><td>Q2<\/td><td><span class=\"nx-fk-pill\" data-state=\"met\"><i aria-hidden=\"true\"><\/i>Current<\/span><\/td><\/tr><tr data-fk-key=\"cx-banking-method-registry:r0-3\" tabindex=\"0\" role=\"row\" aria-selected=\"false\"><td>Financial and risk engineering<\/td><td data-sv=\"8\">8<\/td><td>Benchmark<\/td><td>Q2<\/td><td><span class=\"nx-fk-pill\" data-state=\"met\"><i aria-hidden=\"true\"><\/i>Current<\/span><\/td><\/tr><tr data-fk-key=\"cx-banking-method-registry:r0-4\" tabindex=\"0\" role=\"row\" aria-selected=\"false\"><td>Artificial intelligence<\/td><td data-sv=\"7\">7<\/td><td>Cross-validation<\/td><td>Q2<\/td><td><span class=\"nx-fk-pill\" data-state=\"met\"><i aria-hidden=\"true\"><\/i>Current<\/span><\/td><\/tr><\/tbody><\/table><\/div><\/div><div class=\"nx-fk-panel nx-cx-p\" data-w=\"2\" data-t=\"kv\"><div class=\"nx-fk-panel-head\"><div><h4 class=\"nx-fk-panel-title\">Selected method<\/h4><\/div><\/div><dl class=\"nx-fk-dl\"><div><dt>Method<\/dt><dd>Financial economics and macro-finance<\/dd><\/div><div><dt>Steward<\/dt><dd>Chief risk officer<\/dd><\/div><div><dt>Assumptions<\/dt><dd>stated on its page<\/dd><\/div><div><dt>Limits<\/dt><dd>what it cannot say, published<\/dd><\/div><\/dl><\/div><div class=\"nx-fk-panel nx-cx-p\" data-w=\"6\" data-t=\"chart\"><div class=\"nx-fk-panel-head\"><div><h4 class=\"nx-fk-panel-title\">Skill on held-out data<\/h4><\/div><\/div><svg class=\"nx-fk-svg\" viewBox=\"0 0 520 210\" width=\"520\" height=\"210\" role=\"img\" focusable=\"false\" preserveAspectRatio=\"xMidYMid meet\" aria-label=\"Skill on held-out data\" data-fk-chart=\"cx-banking-method-registry-c2\"><g data-m=\"axes\"><line data-m=\"grid\" x1=\"40\" x2=\"510\" y1=\"180\" y2=\"180\"\/><text data-m=\"tick\" x=\"34\" y=\"183.5\" text-anchor=\"end\">0<\/text><line data-m=\"grid\" x1=\"40\" x2=\"510\" y1=\"98\" y2=\"98\"\/><text data-m=\"tick\" x=\"34\" y=\"101.5\" text-anchor=\"end\">50<\/text><line data-m=\"grid\" x1=\"40\" x2=\"510\" y1=\"16\" y2=\"16\"\/><text data-m=\"tick\" x=\"34\" y=\"19.5\" text-anchor=\"end\">100<\/text><text data-m=\"label\" x=\"40\" y=\"6\" text-anchor=\"start\">score 0 to 1 by method, illustrative<\/text><\/g><line data-m=\"axis\" x1=\"40\" x2=\"510\" y1=\"180\" y2=\"180\"\/><g data-m=\"col\" data-k=\"c-b0\"><rect data-m=\"bar\" data-k=\"b-b0\" data-c=\"s4\" x=\"53.2\" y=\"32.4\" width=\"67.7\" height=\"147.6\"\/><text data-m=\"tick\" x=\"87\" y=\"194\" text-anchor=\"middle\">Financial<\/text><rect data-m=\"hit\" x=\"40\" y=\"16\" width=\"94\" height=\"164\"\/><\/g><g data-m=\"col\" data-k=\"c-b1\"><rect data-m=\"bar\" data-k=\"b-b1\" data-c=\"s4\" x=\"147.2\" y=\"83.2\" width=\"67.7\" height=\"96.8\"\/><text data-m=\"tick\" x=\"181\" y=\"194\" text-anchor=\"middle\">Probability<\/text><rect data-m=\"hit\" x=\"134\" y=\"16\" width=\"94\" height=\"164\"\/><\/g><g data-m=\"col\" data-k=\"c-b2\"><rect data-m=\"bar\" data-k=\"b-b2\" data-c=\"s4\" x=\"241.2\" y=\"80\" width=\"67.7\" height=\"100\"\/><text data-m=\"tick\" x=\"275\" y=\"194\" text-anchor=\"middle\">Network<\/text><rect data-m=\"hit\" x=\"228\" y=\"16\" width=\"94\" height=\"164\"\/><\/g><g data-m=\"col\" data-k=\"c-b3\"><rect data-m=\"bar\" data-k=\"b-b3\" data-c=\"s4\" x=\"335.2\" y=\"55.4\" width=\"67.7\" height=\"124.6\"\/><text data-m=\"tick\" x=\"369\" y=\"194\" text-anchor=\"middle\">Financial<\/text><rect data-m=\"hit\" x=\"322\" y=\"16\" width=\"94\" height=\"164\"\/><\/g><g data-m=\"col\" data-k=\"c-b4\"><rect data-m=\"bar\" data-k=\"b-b4\" data-c=\"neg\" x=\"429.2\" y=\"111.1\" width=\"67.7\" height=\"68.9\"\/><text data-m=\"tick\" x=\"463\" y=\"194\" text-anchor=\"middle\">Artificial<\/text><rect data-m=\"hit\" x=\"416\" y=\"16\" width=\"94\" height=\"164\"\/><\/g><\/svg><\/div><\/div><div class=\"nx-fk-tip\" aria-hidden=\"true\" hidden><\/div><figcaption class=\"nx-fk-cap\"><span>Method registry.<\/span><span data-honesty=\"true\">Illustrative interface; not live data.<\/span><\/figcaption><\/figure><\/div><\/div><p class=\"nx-caption\"><strong>Banking Nexus \u00b7 Method registry.<\/strong> <span>Method registry: example names and illustrative values, not a record.<\/span><\/p><\/div><\/div><\/div><\/div><\/section><section class=\"nx-section\" data-band=\"auto\" data-band-id=\"nx-band-1\" data-hue=\"climate\" aria-label=\"Methods, Methods, Why it matters\"><div class=\"nx-container\"><div class=\"nx-hm-band nx-band\" data-nx-tabs=\"true\" data-active=\"p1\"><div class=\"nx-tablist nx-hm-tabs\" role=\"tablist\" aria-label=\"Methods, Methods, Why it matters\"><button class=\"nx-tab\" type=\"button\" role=\"tab\" id=\"nx-band-1-tab-1\" aria-controls=\"nx-sec-methods\" aria-selected=\"true\" data-key=\"p1\">Methods<\/button><button class=\"nx-tab\" type=\"button\" role=\"tab\" id=\"nx-band-1-tab-2\" aria-controls=\"nx-sec-pg-nx-gra-a02-st\" aria-selected=\"false\" data-key=\"p2\">Methods<\/button><button class=\"nx-tab\" type=\"button\" role=\"tab\" id=\"nx-band-1-tab-3\" aria-controls=\"nx-sec-why-it-matters\" aria-selected=\"false\" data-key=\"p3\">Why it matters<\/button><\/div><section id=\"nx-sec-methods\" class=\"nx-section nx-band-panel\" data-hue=\"climate\" aria-labelledby=\"nx-s-2\" role=\"tabpanel\" data-band-tab=\"nx-band-1-tab-1\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">02<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Methods<\/span><\/div><h2 id=\"nx-s-2\" class=\"nx-section-title\">The methods behind the field.<\/h2><\/div><div class=\"nx-section-body\"><div class=\"nx-methods\"><ol class=\"nx-mledger\" aria-label=\"Methods\"><li><a class=\"nx-mledger-main\" href=\"https:\/\/globalriskalliance.com\/banking-nexus\/stem\/financial-economics\/\"><span class=\"nx-mledger-n\" aria-hidden=\"true\">01<\/span><span class=\"nx-mledger-body\"><span class=\"nx-mledger-name\">Financial economics and macro-finance<\/span><span class=\"nx-mledger-role\">Macro-financial stress scenarios \u00b7 Credit cycle and buffer calibration<\/span><span class=\"nx-mledger-meta\">Steward \u00b7 Financial Stability<\/span><\/span><span class=\"nx-mledger-go\"><span class=\"nx-mledger-go-label\">Applied here<\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/span><\/a><div class=\"nx-mledger-aside\"><a class=\"nx-mledger-canon\" href=\"https:\/\/therisk.global\/stem\/science\/financial-economics\/\" aria-label=\"Canonical \u00b7 STEM Commons: Financial economics and macro-finance\">Canonical \u00b7 STEM Commons <span aria-hidden=\"true\">\u2197<\/span><\/a><\/div><\/li><li><a class=\"nx-mledger-main\" href=\"https:\/\/globalriskalliance.com\/banking-nexus\/stem\/probability-statistics\/\"><span class=\"nx-mledger-n\" aria-hidden=\"true\">02<\/span><span class=\"nx-mledger-body\"><span class=\"nx-mledger-name\">Probability and statistics<\/span><span class=\"nx-mledger-role\">Estimating default and loss parameters \u00b7 Operational loss modelling<\/span><span class=\"nx-mledger-meta\">Steward \u00b7 Systems Science and Modelling<\/span><\/span><span class=\"nx-mledger-go\"><span class=\"nx-mledger-go-label\">Applied here<\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/span><\/a><div class=\"nx-mledger-aside\"><a class=\"nx-mledger-canon\" href=\"https:\/\/therisk.global\/stem\/mathematics\/probability-statistics\/\" aria-label=\"Canonical \u00b7 STEM Commons: Probability and statistics\">Canonical \u00b7 STEM Commons <span aria-hidden=\"true\">\u2197<\/span><\/a><\/div><\/li><li><a class=\"nx-mledger-main\" href=\"https:\/\/globalriskalliance.com\/banking-nexus\/stem\/network-science\/\"><span class=\"nx-mledger-n\" aria-hidden=\"true\">03<\/span><span class=\"nx-mledger-body\"><span class=\"nx-mledger-name\">Network science and contagion<\/span><span class=\"nx-mledger-role\">Interbank and counterparty contagion \u00b7 Overlapping portfolios and fire sales<\/span><span class=\"nx-mledger-meta\">Steward \u00b7 Systems Science and Modelling<\/span><\/span><span class=\"nx-mledger-go\"><span class=\"nx-mledger-go-label\">Applied here<\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/span><\/a><div class=\"nx-mledger-aside\"><a class=\"nx-mledger-canon\" href=\"https:\/\/therisk.global\/stem\/mathematics\/network-science\/\" aria-label=\"Canonical \u00b7 STEM Commons: Network science and contagion\">Canonical \u00b7 STEM Commons <span aria-hidden=\"true\">\u2197<\/span><\/a><\/div><\/li><li><a class=\"nx-mledger-main\" href=\"https:\/\/globalriskalliance.com\/banking-nexus\/stem\/financial-engineering\/\"><span class=\"nx-mledger-n\" aria-hidden=\"true\">04<\/span><span class=\"nx-mledger-body\"><span class=\"nx-mledger-name\">Financial and risk engineering<\/span><span class=\"nx-mledger-role\">Expected credit loss modelling \u00b7 Counterparty exposure and valuation adjustments<\/span><span class=\"nx-mledger-meta\">Steward \u00b7 Actuarial and Quantitative Risk<\/span><\/span><span class=\"nx-mledger-go\"><span class=\"nx-mledger-go-label\">Applied here<\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/span><\/a><div class=\"nx-mledger-aside\"><a class=\"nx-mledger-canon\" href=\"https:\/\/therisk.global\/stem\/engineering\/financial-engineering\/\" aria-label=\"Canonical \u00b7 STEM Commons: Financial and risk engineering\">Canonical \u00b7 STEM Commons <span aria-hidden=\"true\">\u2197<\/span><\/a><\/div><\/li><li><a class=\"nx-mledger-main\" href=\"https:\/\/globalriskalliance.com\/banking-nexus\/stem\/ai-ml\/\"><span class=\"nx-mledger-n\" aria-hidden=\"true\">05<\/span><span class=\"nx-mledger-body\"><span class=\"nx-mledger-name\">Artificial intelligence and machine learning<\/span><span class=\"nx-mledger-role\">Credit decisioning with explainability \u00b7 Early warning and transaction monitoring<\/span><span class=\"nx-mledger-meta\">Steward \u00b7 Artificial Intelligence and Autonomous Systems<\/span><\/span><span class=\"nx-mledger-go\"><span class=\"nx-mledger-go-label\">Applied here<\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/span><\/a><div class=\"nx-mledger-aside\"><a class=\"nx-mledger-canon\" href=\"https:\/\/therisk.global\/stem\/technology\/ai-ml\/\" aria-label=\"Canonical \u00b7 STEM Commons: Artificial intelligence and machine learning\">Canonical \u00b7 STEM Commons <span aria-hidden=\"true\">\u2197<\/span><\/a><\/div><\/li><\/ol><\/div><\/div><\/div><\/section><section id=\"nx-sec-pg-nx-gra-a02-st\" class=\"nx-section nx-band-panel\" data-hue=\"finance\" data-variant=\"split\" aria-labelledby=\"nx-s-3\" role=\"tabpanel\" data-band-tab=\"nx-band-1-tab-2\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">03<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">The STEM methods Banking<\/span><\/div><h2 id=\"nx-s-3\" class=\"nx-section-title\">The STEM methods Banking Nexus applies, and why.<\/h2><\/div><div class=\"nx-section-body\"><div class=\"nx-table-wrap\"><ul class=\"nx-dir\" data-cols=\"2\" aria-label=\"Method\"><li><a class=\"nx-dir-row\" href=\"https:\/\/globalriskalliance.com\/banking-nexus\/stem\/financial-economics\/\"><span class=\"nx-dir-name\">Macro-financial stress scenarios for banks<\/span><span class=\"nx-dir-fact\"><span class=\"nx-dir-k\">Role in Banking Nexus<\/span><span class=\"nx-dir-v\">Financial economics and macro-finance explain how bank balance sheets, credit and asset prices interact with output, employment and public finances.<\/span><\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/li><li><a class=\"nx-dir-row\" href=\"https:\/\/globalriskalliance.com\/banking-nexus\/stem\/probability-statistics\/\"><span class=\"nx-dir-name\">PD and LGD estimation and back-testing<\/span><span class=\"nx-dir-fact\"><span class=\"nx-dir-k\">Role in Banking Nexus<\/span><span class=\"nx-dir-v\">Probability and statistics underlie every credit, market and operational risk measure in banking.<\/span><\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/li><li><a class=\"nx-dir-row\" href=\"https:\/\/globalriskalliance.com\/banking-nexus\/stem\/network-science\/\"><span class=\"nx-dir-name\">Interbank contagion and network risk<\/span><span class=\"nx-dir-fact\"><span class=\"nx-dir-k\">Role in Banking Nexus<\/span><span class=\"nx-dir-v\">Network science maps how banks are linked through interbank lending, derivatives, common asset holdings, payment flows and shared service providers.<\/span><\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/li><li><a class=\"nx-dir-row\" href=\"https:\/\/globalriskalliance.com\/banking-nexus\/stem\/financial-engineering\/\"><span class=\"nx-dir-name\">Expected credit loss modelling and XVA<\/span><span class=\"nx-dir-fact\"><span class=\"nx-dir-k\">Role in Banking Nexus<\/span><span class=\"nx-dir-v\">Financial and risk engineering supplies the instruments and models banks use to measure, price, hedge and transfer risk, from expected credit loss and counterparty exposure to value at risk and capital allocation.<\/span><\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/li><li><a class=\"nx-dir-row\" href=\"https:\/\/globalriskalliance.com\/banking-nexus\/stem\/ai-ml\/\"><span class=\"nx-dir-name\">Machine learning in banking: credit, fraud<\/span><span class=\"nx-dir-fact\"><span class=\"nx-dir-k\">Role in Banking Nexus<\/span><span class=\"nx-dir-v\">Artificial intelligence and machine learning now support credit underwriting, fraud and financial crime detection, early warning of borrower stress and supervisory analysis.<\/span><\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/li><\/ul><\/div><p class=\"nx-p\">Each Banking Nexus method is described once in the STEM Commons at GCRI and applied here to credit, collateral, liquidity and operational channels from physical and transition shocks.<\/p><\/div><\/div><\/section><section id=\"nx-sec-why-it-matters\" class=\"nx-section nx-band-panel\" data-hue=\"climate\" data-variant=\"band\" aria-labelledby=\"nx-s-4\" role=\"tabpanel\" data-band-tab=\"nx-band-1-tab-3\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">04<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Why it matters<\/span><\/div><h2 id=\"nx-s-4\" class=\"nx-section-title\">Grounding makes claims checkable.<\/h2><p class=\"nx-lede\">When a finding names the methods it depends on, a reader can see its assumptions and limits, and an expert in that method can challenge it.<\/p><\/div><\/div><\/section><\/div><\/div><\/section><section class=\"nx-section\" data-band=\"auto\" data-band-id=\"nx-band-2\" data-tone=\"alt\" data-hue=\"finance\" aria-label=\"Sources, Pages, Questions\"><div class=\"nx-container\"><div class=\"nx-hm-band nx-band\" data-nx-tabs=\"true\" data-active=\"p1\"><div class=\"nx-tablist nx-hm-tabs\" role=\"tablist\" aria-label=\"Sources, Pages, Questions\"><button class=\"nx-tab\" type=\"button\" role=\"tab\" id=\"nx-band-2-tab-1\" aria-controls=\"nx-sec-pg-sources\" aria-selected=\"true\" data-key=\"p1\">Sources<\/button><button class=\"nx-tab\" type=\"button\" role=\"tab\" id=\"nx-band-2-tab-2\" aria-controls=\"nx-s-6-sec\" aria-selected=\"false\" data-key=\"p2\">Pages<\/button><button class=\"nx-tab\" type=\"button\" role=\"tab\" id=\"nx-band-2-tab-3\" aria-controls=\"nx-s-7-sec\" aria-selected=\"false\" data-key=\"p3\">Questions<\/button><\/div><section id=\"nx-sec-pg-sources\" class=\"nx-section nx-band-panel\" data-hue=\"finance\" aria-labelledby=\"nx-s-5\" role=\"tabpanel\" data-band-tab=\"nx-band-2-tab-1\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">05<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Sources<\/span><\/div><h2 id=\"nx-s-5\" class=\"nx-section-title\">Where this page&#8217;s references lead.<\/h2><p class=\"nx-lede\">The bodies and documents this page is read against. Status and editions change; each link goes to the issuing body.<\/p><\/div><div class=\"nx-section-body\"><ul class=\"nx-list\" data-nav=\"true\"><li><a class=\"nx-link\" href=\"https:\/\/www.bis.org\/basel_framework\/\"><span>Basel Framework (consolidated standards)<\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/li><li><a class=\"nx-link\" href=\"https:\/\/www.bis.org\/bcbs\/publ\/d532.htm\"><span>BCBS Principles for the effective management and supervision of climate-related financial risks (2022)<\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/li><li><a class=\"nx-link\" href=\"https:\/\/www.bis.org\/bcbs\/publ\/d573.htm\"><span>BCBS Core Principles for Effective Banking Supervision (2024 revision)<\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/li><\/ul><\/div><\/div><\/section><section id=\"nx-s-6-sec\" class=\"nx-section nx-band-panel\" data-hue=\"climate\" aria-labelledby=\"nx-s-6\" role=\"tabpanel\" data-band-tab=\"nx-band-2-tab-2\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">06<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Pages<\/span><\/div><h2 id=\"nx-s-6\" class=\"nx-section-title\">Pages in STEM foundation of Banking Nexus.<\/h2><\/div><div class=\"nx-section-body\"><div class=\"nx-cards\" data-cols=\"3\"><a class=\"nx-card\" href=\"https:\/\/globalriskalliance.com\/banking-nexus\/stem\/financial-economics\/\"><span class=\"nx-eyebrow\">Method<\/span><h3 class=\"nx-h4 nx-mt-2\">Financial economics for banking risk<\/h3><\/a><a class=\"nx-card\" href=\"https:\/\/globalriskalliance.com\/banking-nexus\/stem\/probability-statistics\/\"><span class=\"nx-eyebrow\">Method<\/span><h3 class=\"nx-h4 nx-mt-2\">Statistics for bank risk measurement<\/h3><\/a><a class=\"nx-card\" href=\"https:\/\/globalriskalliance.com\/banking-nexus\/stem\/network-science\/\"><span class=\"nx-eyebrow\">Method<\/span><h3 class=\"nx-h4 nx-mt-2\">Network science for banking contagion<\/h3><\/a><a class=\"nx-card\" href=\"https:\/\/globalriskalliance.com\/banking-nexus\/stem\/financial-engineering\/\"><span class=\"nx-eyebrow\">Method<\/span><h3 class=\"nx-h4 nx-mt-2\">Financial and risk engineering in banks<\/h3><\/a><a class=\"nx-card\" href=\"https:\/\/globalriskalliance.com\/banking-nexus\/stem\/ai-ml\/\"><span class=\"nx-eyebrow\">Method<\/span><h3 class=\"nx-h4 nx-mt-2\">Machine learning in banking<\/h3><\/a><\/div><\/div><\/div><\/section><section id=\"nx-s-7-sec\" class=\"nx-section nx-band-panel\" data-hue=\"finance\" aria-labelledby=\"nx-s-7\" role=\"tabpanel\" data-band-tab=\"nx-band-2-tab-3\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">07<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Questions<\/span><\/div><h2 id=\"nx-s-7\" class=\"nx-section-title\">Questions and answers.<\/h2><\/div><div class=\"nx-section-body\"><div class=\"nx-faq\"><details><summary>What is a steward platform?<\/summary><div class=\"nx-answer\">The platform that maintains the canonical description of a method and reviews how it is applied across the Consortium.<\/div><\/details><\/div><\/div><\/div><\/section><\/div><\/div><\/section><section id=\"nx-sec-nr-gateway\" class=\"nx-section\" data-hue=\"climate\" data-tone=\"alt\" aria-labelledby=\"nx-nr-gateway-h\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">Reports<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Contribute<\/span><\/div><h2 id=\"nx-nr-gateway-h\" class=\"nx-section-title\">Contribute evidence from this page.<\/h2><p class=\"nx-lede\"><a class=\"nx-link\" href=\"https:\/\/docs.therisk.global\/organization\/programme\/reports\">Reports<\/a> is the Consortium&#8217;s quarterly publication. What you know about this subject can become evidence, a case or a correction in the next edition, credited to you and published under CC BY 4.0 where it is your own work.<\/p><div class=\"nx-chips\"><span class=\"nx-chip\">Global Risks Alliance<\/span><span class=\"nx-chip\">Banking Nexus<\/span><span class=\"nx-chip\">Finance and Insurance Readiness<\/span><span class=\"nx-chip\">Scenario and Stress-Test<\/span><\/div><\/div><div class=\"nx-section-body\"><ul class=\"nx-dest\"><li><a class=\"nx-dest-card\" href=\"https:\/\/globalriskalliance.com\/banking-nexus\/write-to-us\/contact\/\"><span class=\"nx-dest-top\"><span class=\"nx-dest-rel\">Email<\/span><span class=\"nx-dest-host\">Gateway GW-GRA<\/span><\/span><span class=\"nx-dest-title\">Send it from this page<\/span><span class=\"nx-dest-why\">Evidence, a correction, a case, a method, a review, a translation or profile input. It arrives tagged with this page, so the editor who owns it receives it.<\/span><span class=\"nx-dest-go\" aria-hidden=\"true\"><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/span><\/a><\/li><li><a class=\"nx-dest-card\" href=\"https:\/\/globalriskalliance.com\/nexus-reports\/open-science\/#nx-sec-zenodo\"><span class=\"nx-dest-top\"><span class=\"nx-dest-rel\">Zenodo<\/span><span class=\"nx-dest-host\">Open deposit<\/span><\/span><span class=\"nx-dest-title\">Deposit it and submit to the community<\/span><span class=\"nx-dest-why\">Publish your own record on Zenodo with your ORCID iD, then submit it to the Reports community there. Curators review it; the DOI stays yours.<\/span><span class=\"nx-dest-go\" aria-hidden=\"true\"><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/span><\/a><\/li><li><a class=\"nx-dest-card\" href=\"https:\/\/globalriskalliance.com\/nexus-reports\/contribute\/\"><span class=\"nx-dest-top\"><span class=\"nx-dest-rel\">Reports<\/span><span class=\"nx-dest-host\">Global Risks Alliance<\/span><\/span><span class=\"nx-dest-title\">See every way to contribute<\/span><span class=\"nx-dest-why\">The contribution types, how each is reviewed, what credit you receive, the licence and what is never accepted.<\/span><span class=\"nx-dest-go\" aria-hidden=\"true\"><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/span><\/a><\/li><\/ul><div class=\"nx-live-slot\" data-nxf-slot=\"contribute\" data-nxf-kind=\"workflow\" data-nxf-resource=\"nexus:\/\/gra\/banking-nexus\/stem#contribute\" data-nxf-title=\"Contribute evidence\" data-nxf-height=\"480\" hidden><\/div><p class=\"nx-note nx-mt-3\">Never send personal data, sensitive infrastructure detail or anything you have no right to share. A contribution is reviewed before use; sending it confers no authorship or editorial rights, and sponsorship never buys a finding.<\/p><\/div><\/div><\/section><section class=\"nx-section nx-deeper-band\" aria-labelledby=\"nx-deeper-globalriskalliance-com-banking-nexus-stem-h\"><div class=\"nx-container\"><nav class=\"nx-deeper\" aria-labelledby=\"nx-deeper-globalriskalliance-com-banking-nexus-stem-h\" data-nx-deeper=\"3\" data-nx-resources=\"1 1 1\"><h2 class=\"nx-deeper-h\" id=\"nx-deeper-globalriskalliance-com-banking-nexus-stem-h\">Go deeper<\/h2><ul><li><a href=\"https:\/\/docs.therisk.global\/organization\/systems\/nxs-ews\" data-ext><span class=\"nx-deeper-k\">Documentation:<\/span> Nxs-ews<span class=\"nx-deeper-x\" aria-hidden=\"true\">\u2197<\/span><span class=\"nx-deeper-sr\"> (opens another site)<\/span><\/a><\/li><li><a href=\"https:\/\/risksacademy.com\/finance-economics\/climate-nature-finance\/\" data-ext><span class=\"nx-deeper-k\">Academy:<\/span> Climate and nature financial risk<span class=\"nx-deeper-x\" aria-hidden=\"true\">\u2197<\/span><span class=\"nx-deeper-sr\"> (opens another site)<\/span><\/a><\/li><li><a href=\"https:\/\/nexustandards.com\/finance\/financial-and-economic-risk-standards\/\" data-ext><span class=\"nx-deeper-k\">Standards:<\/span> Financial and economic risk standards<span class=\"nx-deeper-x\" aria-hidden=\"true\">\u2197<\/span><span class=\"nx-deeper-sr\"> (opens another site)<\/span><\/a><\/li><\/ul><\/nav><\/div><\/section><section class=\"nx-closing\" aria-labelledby=\"nx-close-8\"><div class=\"nx-container\"><span class=\"nx-eyebrow\">Banking Nexus<\/span><h2 id=\"nx-close-8\" class=\"nx-section-title\">Bring an exposure or capital question to the Alliance.<\/h2><p class=\"nx-lede\">Information and enquiries are open today. An enquiry receives a reference and names the next step; applications, payments, compute allocations and registrations open only when their team, terms and review capacity exist.<\/p><div class=\"nx-actions\"><a class=\"nx-btn\" data-variant=\"primary\" href=\"https:\/\/globalriskalliance.com\/banking-nexus\/write-to-us\/readiness-request\/\">Propose a readiness pilot <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a class=\"nx-btn\" data-variant=\"secondary\" href=\"https:\/\/globalriskalliance.com\/banking-nexus\/contact\/\">See all contact routes<\/a><\/div><\/div><\/section><section class=\"nx-section\" data-tone=\"alt\" aria-labelledby=\"nx-legal-9\"><div class=\"nx-container\"><span class=\"nx-eyebrow\">Legal<\/span><h2 id=\"nx-legal-9\" class=\"nx-h3 nx-mt-2\">Legal documents.<\/h2><nav class=\"nx-related nx-mt-3\" aria-label=\"Legal documents\"><a href=\"https:\/\/globalriskalliance.com\/legal\/terms\/\">Platform Terms of Use <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/globalriskalliance.com\/legal\/privacy\/\">Platform Privacy Notice <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/globalriskalliance.com\/legal\/cookies\/\">Platform Cookie and Storage Notice <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/globalriskalliance.com\/legal\/legal-notice\/\">Legal Notice <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/globalriskalliance.com\/legal\/acceptable-use\/\">Acceptable Use Policy <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/globalriskalliance.com\/legal\/participation-terms\/\">Participation and Events Terms <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/globalriskalliance.com\/legal\/contribution-terms\/\">Contribution Terms <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/globalriskalliance.com\/legal\/research-and-data-terms\/\">Research and Data Terms <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/globalriskalliance.com\/legal\/ai-use\/\">AI-use Statement <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/globalriskalliance.com\/legal\/intellectual-property\/\">Intellectual Property and Licensing <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/globalriskalliance.com\/legal\/trademark-policy\/\">Trademark and Name Use Policy <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/globalriskalliance.com\/legal\/disclaimer\/\">Disclaimers and Data Notices <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/globalriskalliance.com\/legal\/corrections\/\">Corrections and Right of Reply Policy <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/globalriskalliance.com\/legal\/complaints-and-integrity\/\">Complaints and integrity reporting <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/globalriskalliance.com\/legal\/security\/\">Security and responsible disclosure <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/globalriskalliance.com\/legal\/code-of-conduct\/\">Code of Conduct <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/globalriskalliance.com\/trust\/accessibility\/\">Accessibility Statement <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/globalriskalliance.com\/legal\/third-party-notices\/\">Third-party notices and attributions <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/nav><p class=\"nx-note nx-mt-3\">Maps, data and figures on this site are shown for context and general information. They are not advice, forecasts or warnings; the limits of the information are set out in the Disclaimers and Data Notices.<\/p><\/div><\/section><\/div><\/div><script class=\"_iub_cs_skip\">window.__nxMount ? window.__nxMount(document.currentScript) : null;<\/script>\n\n\n<script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"DefinedTermSet\",\"@id\":\"https:\/\/globalriskalliance.com\/banking-nexus\/stem\/#terms\",\"name\":\"Key terms: STEM foundation of Banking Nexus\",\"inLanguage\":\"en\",\"isPartOf\":{\"@id\":\"https:\/\/globalriskalliance.com\/banking-nexus\/stem\/#webpage\"},\"hasDefinedTerm\":[{\"@type\":\"DefinedTerm\",\"name\":\"Steward platform\",\"description\":\"The platform that maintains the canonical description of a method in the STEM Commons and reviews how other platforms apply it.\",\"inDefinedTermSet\":{\"@id\":\"https:\/\/globalriskalliance.com\/banking-nexus\/stem\/#terms\"}},{\"@type\":\"DefinedTerm\",\"name\":\"Financial economics and macro-finance\",\"description\":\"Financial economics and macro-finance study how asset prices, credit and financial institutions interact with the real economy.\",\"inDefinedTermSet\":{\"@id\":\"https:\/\/globalriskalliance.com\/banking-nexus\/stem\/#terms\"}}]}]}<\/script>\n\n<!-- nx-rev:213d3628411c2d68 -->\n<!-- nx-shared:70f4b94a8522 -->\n<!-- nx-path:\/stem\/ -->","protected":false},"excerpt":{"rendered":"<p>The science, technology, engineering and mathematics Banking Nexus rests on. 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