CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

id cf2015_323
authors Celani, Gabriela; Sedrez, Maycon; Lenz, Daniel and Macedo, Alessandra
year 2015
title The future of the architect’s employment: To which extent can architectural design be computerised?
source The next city - New technologies and the future of the built environment [16th International Conference CAAD Futures 2015. Sao Paulo, July 8-10, 2015. Electronic Proceedings/ ISBN 978-85-85783-53-2] Sao Paulo, Brazil, July 8-10, 2015, pp. 323.
summary This paper was motivated by Frey and Osborne’s [1] work about the probability of different occupations being computerised in the near future, titled “The Future of Employment”. In their study, the architect’s profession had a very low probability of being automated, which does not do justice to the past fifty years of research in the field of architectural design automation. After reviewing some concepts in economics and labor, and identifying three categories of tasks in regards to automation, we propose a new estimate, by looking independently at 30 architectural tasks. We also took into account the reported advances in the automation of these tasks through scientific research. We conclude that there is presently a change in skill requirements for architects, suggesting that we have to rethink architectural education, so architects will not need to compete against the computer in the near future.
keywords Computerisation, design automation, architectural profession, architectural education.
series CAAD Futures
email celani@fec.unicamp.br
full text file.pdf (204,436 bytes)
references Cumincad : CUMINCAD References : TOC for Robots

CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

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c46b, 6e2f, 75eb, sigradi2013_390u, d4f9, d278, ca99, 3337, ce6d, 7a41, 227b, 1928, bd64, caadria2017_074p23, 1ca4, acadia14projects_101ah, edb0, e28e, ef3a, 0d87, 89b1, dd1f, 9fe2, 13de, 78e6, 18b8, ecaade2016_136r38, 7d96, 99e6, d148, b2ea, 8e92, 85eb, b5cf, 0a44, 0644, 43e7, 6ac5, 05ed, sigradi2015_3.268h5, ijac201614201l7, d33f, sigradi2014_284a4, dcd9, ecaade2015_21l3, e684, 892a, dfc5, 6e93, 3ff7, d766, 6cec, 7648, 1e4d, 0c23, sigradi2014_263y9, 72eb, 0e92, 4616, 8886, ijac201614308w4, be85, 035e, 4fcb, d850, ecaade2015_164u34, 6cb5, ecaade2015_21o3, 9ed0, ab64, 2b2f, caadria2015_188c28, 9369, 3c4f, 5685, 206e, sigradi2015_11.142a25, 4705, 2053, a58a, b9fc, ijac201412305o2, c016, ab35, f9db, 4b83, 49ca, 6cf3, 2fd8, caadria2016_507s21, 3d04, 8e90, 4596, 3cb7, e50c, ecaade2016_230n62, 7600, 39ed, 255b, e27a, a1ea, 96d9, ecaade2014_173g43, 27fb, 9014, 4906, c1a9, c4a0, 7a93, efbd, acadia14_473ai, b1e6, 8d69, f96c, efd9, acadia14_479o, 1381, 36ae, 26ad, 98ca, 43c8, d153, 5df9, 4d53, 0ec6, ijac201412201i1, 29ae, 0693, c0f8, 411e, 579d, 72f5, 8d41, 9616, ecaade2014_215d55, c420, 3728, 3f0b, f0a5, bb76, e2b9, f780, fd55, ecaade2014_010e1, e901, 4176, 5a49, aa7e, af93, 0efc, acadia16_352h22, 0b7d, ecaade2014_204a53, f03a, 47f1, 5234, a2c0, ecaade2016_063t15, 9d61, 141c, 6037, caadria2015_203d29, 3127, 7e27, 1ddc, b469, 2c14, sigradi2013_95, 2308, 0d19, acadia16_140h10, 74b5, 3c02, 09f4, ecaade2014_112w25, bc56, 58ce, 8a81, c2a4, c8ad, 9caa, b799, aa9d, 83aa, 0857, sigradi2014_152t3, e3e4, a0b6, caadria2015_087h14, 0dda, 81f1, ecaade2015_199c43, ce25, 202b, 3f9a, 9d3f, 02a9, 8fd8, sigradi2013_386m, 9644, 8922, ijac201614204s9, 86f8, bdda, sigradi2013_111r, da6f, e082, faf0, caadria2015_043f5, 975d, 34f4, 47d8, d770, e33a, 5ed1, c77a, 8501, 42a3, ecaade2014_168v40, ecaade2016_013m3, 5106, caadria2016_373i16, sigradi2013_386f, caadria2016_003j1, 5232, 3594, bf34, 7f33, 2e42, sigradi2013_158v, 951d, 1a12, c336, 6e1a, 9331, 74c1, 9c8e, 7d2d, 81b9, a6d9, b8e7, c062, a141, bcc3, 4421, b76a, acadia16_344l21, 9913, b618, 1dce, 5328, 888c, 2f45, b82b, 8b9d, ae03, ecaade2013r_019l10, 0df5, a785, 11a0, ascaad2014_022m4, fa36, da8b, caadria2016_311x13, 3904, ecaade2013r_004u3, 83e8, 778f, 31d1, ecaade2016_046c13, ecaade2014_010i1, 7fd8, 297e, eeec, c394, 83ca, a82d, b54e, 15ec, 2956, cc77, 7b9e, 48bc, de71, bb6e, d07d, a778, ba4b, 5c2b, 90a1, ijac201614201r6, b2e3, b6aa, caadria2015_064p7, 1ae5, e411, 6e6e, ecaade2015_199e43, a858, a3e7, acadia14projects_661l, e917, fc60, 708f, 0791, 64a5, acadia15_297c12, 7c71, ascaad2014_033d1, ascaad2014_024r5, d01c, ijac201412401g4, 9b6b, 7dc1, ecaade2014_214t54, 5f12, c14d, 9da4, 9da3, sigradi2013_294u, e54f, 6e27, ecaade2015_215l47, 3491, acadia14_219ay, 4de1, 5e5f, 55e5, 8278, acadia14projects_189az, ijac201412402l5, 6cca, ecaade2014_055a14, 45dd, b339, 8951, b9e2, 6127, 9d6e, 1ac8, acadia14_101ak, acadia14_709al, 80d4, d8c2, 4937, fd13, b1bc, 1db5, b1cf, acadia16_318j19, 1e50, acadia14_497z, 4c40, 2f81, b638, f6ca, 256b, de0c, 47a0, 9041, 7455, 65af, ijac201513203d7, 4f52, ecaade2015_81s15, 5284, a2ea, bd2b, d2c1, ijac201614202m7, 5711, aad6, 46e5, 2a10, sigradi2014_082t7, 79f6, 3ec4, acadia14projects_517o, ecaade2014_133z29, 275d, d354, 4b2f, 2ec6, 6ddd, acadia16_124a9, 7408, 7260, f880, dc80, 8248, a99f, fd50, bf2e, fbf7, 7ee0, ecaade2014_010r1, acadia14projects_43at, e96b, ecaade2016_013k3, 688c, sigradi2013_189o, 21e6, 224c, 5d00, ecaade2015_155x32, 19e3, cd16, 619b, ab01, 869f, acadia14projects_589k, 6999, 1851, ascaad2014_017l9, ijac201412408t2, ascaad2016_001a1, ascaad2014_019h3, 1299, ecaade2016_104v28, 05c0, 1a13, 6789, ecaade2014_084o19, acadia14projects_579f, 8016, 3384, d83c, caadria2015_206i30, acadia15_161n6, 24a5, 3fea, ecaade2016_197x51, 1e74, 0eeb, 477e, e6ca, 5a89, 4ea6, e984, ea75, 9ef1, 53c1, 46d1, 9f7e, ascaad2014_007w3, 1951, 5c72, 4282, sigradi2014_176d5, fff9, 4e39, e959, 2a52, dca6, de9e, 3f46, a3c1, 0c7b, caa9, 0ab5, 6b21, 8569, 1e27, 1a5e, 0afa, acadia15_343v14, f601, 33a8, sigradi2014_015h1, ef0c, 801f, acadia14projects_219a, 73b8, dd0f, 07a5, 252d, 7cea, 05b4, 9335, caadria2016_507n21, 29d3, c8d7, c26d, 4bb6, caadria2017_009z4, 006e, 7d6f, b40e, 77fe, f0ae, 735a, 3e4a, 291a, 3aa3, 7a8a, ecaade2015_138d28, 0065, ba5a, 6f5e, 3486, ecaade2016_158m43, 881a, 2ae7, c5f7, caadria2016_033x2, b2cf, acadia14projects_135y, 9324, c8ff, acadia14_589a, ecaade2014_149m34, ijac201614105s5, 74e4, a015, f6ff, 72be, 2078, 3c5e, 2f59, 4819, 679e, 1769, caadria2016_797m33, 7ba4, 813f, 1674, cca6, ascaad2016_045o18, 407c, 6fea, bb7c, 83cc, 84b1, 8f00, ce71, 69b9, ecaade2014_024b7, ecaade2015_301t65, 8ca4, ecaade2016_048u13, a47d, ijac201513203f7, c614, 6315, 58e7, 1a58, dda0, sigradi2013_183c, ce2a, 9d5b, ecaade2014_050c12, bd43, d9f0, 2851, acadia16_244p15, 011a, ea4b, bb9b, 6dfb, 0062, c86c, 2f97, bf48, 94f1, ecaade2015_170p35, 1bc0, 54a4, 6054, 96de, 6cb7, 71ae, 9f4e, 61f3, 8807, 1547, caadria2017_005l3, 4dab, ad2c, 7a5b, 14ae, 6f84, ascaad2016_003y1, 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ecaade2015_48x7, 9161, f5ff, 075a, sigradi2015_9.141h16, sigradi2014_222j8, f06e, caadria2016_405k17, 883e, d492, edda, c3a4, 9ee9, 6f97, 7407, f384, 7e6d, 9dae, ecaade2013r_019d10, dcf5, d862, 0f8f, 8ae6, d603, 720b, 11d7, 6436, 1e5b, 6798, a0ac, 1ea0, b232, 9327, e827, 1022, 87aa, 0f91, 7fac, 40a5, 7516, 6289, 74b3, 230b, be10, f7f2, ca4a, 5ea5, 64df, b8a2, d225, ascaad2014_012h6, bcc6, 35c8, 44f2, 6152, fcb1, 0c4f, eca0, 124e, acadia14_63d, 0dd3, 3493, f30b, caadria2017_129t34, f826, 1980, 6747, 8fd5, 42fd, ascaad2014_021y3, 27fa, sigradi2014_263h1, 9a93, bfe9, f6fd, 66c8, 7e3f, 0b1b, caadria2015_164b25, e0ff, 5188, 7646, beab, 4df6, 44b6, fc2e, 2134, 6ecc, 4f23, caadria2015_102c16, f84a, 7cb5, dd80, acadia16_362m22, acadia16_244w15, 33a5, sigradi2013_158, 0cf5, e163, 7690, 13e0, 3584, caadria2017_041p13, 64cb, b081, a623, a073, acadia14projects_655ae, d713, cb58, caadria2017_009t4, 7caa, 22b2, f7be, 9f9b, 0a53, ascaad2014_012b6, sigradi2013_43u, 0894, b2e9, 8f07, 1089, ef24, ecaade2013r_012j7, c6e8, 146e, 3853, 3425, sigradi2015_8.47e11, 2da7, ascaad2016_042w16, 343b, f9a0, b06e, 9632, acadia14_637ag, 1718, c1e5, 8644, ijac201614102g2, 29b3, 52c8, c623, 91ef, a072, 8dad, sigradi2015_8.81s11, ecaade2016_158k43, 6662, 2284, 45d6, 1da4, c5ea, acadia16_270f17, f47d, ebb8, ascaad2016_013a6, ijac201412402l4, 8733, dfbf, 6b16, e985, fefa, 3b30, 9fff, 360a, c41b, ecaade2014_184l46, ijac201513103o2, ecaade2016_132l37, 6017, acadia16_308v18, 52d2, sigradi2015_4.52m6, ec73, ijac201513105f4, 464d, 6a8c, b448, e363, caadria2017_123i32, 88d3, dbd6, 27e9, 0fd0, 40d1, 3402, caadria2016_683v29, 0427, 7b3e, 3473, a17f, 74e1, c9de, 75e9, a28d, 2c70, 9ef5, dc70, 592f, e582, acadia15_407m17, acadia16_432o25, f92d, 5f8f, 0709, 0b1a, 6206, 2e1c, d4cc, bb82, 1171, 6e5a, fb79, acadia14_497ab, caadria2016_333c15, 51ba, b5f8, ecaade2015_21c4, 257e, 173b, 29bc, acadia14projects_619az, 6b8e, 65ae, d6da, a8ba, 35d8, 4dbd, 09b8, acadia16_280b18, e2a1, caadria2017_174e42, 90f4, de7e, 5394, fc72, ascaad2016_034i13, 3efe, 2f11, 99cc, 13b0, ccc6, 72f2, cc3b, 875c, 7bcc, a7f9, da8e, 1640, 40ef, f747, ecaade2016_113w30, 02a1, ijac201513205k8, 0af1, 5efb, 6ec0, 8634, f57e, ff5e, 6b62, 0a04, cd95, 6cfb, sigradi2013_407f, 9f06, 9607, 892b, 5e36, 25c8, 9d41, ijac201412302a7, ecaade2015_194d41, b72d, ad22, 2558, 0861, 1ccc, 5ede, 11ba, a9a3, ecaade2015_61o12, 13b7, 0a7c, ab0f, sigradi2014_330s7, 7d68, ad38, 30ab, fa5b, 2ae2, ca75, 47f0, 4e97, aca9, d4ae, caadria2017_051a17, sigradi2015_6.387l9, bbfd, c391, ab0b, ecaade2013r_007c5, 4688, 6221, edbe, fe5b, acadia14_609af, 81c8, 0b49, 3f8b, 03e9, ecaade2014_143t32, 66fb, 88d7, 3f21, e2dd, 439c, a3e4, b673, ae95, caadria2017_003s1, 60cf, 5674, 4209, d533, ed70, 3e94, 590f, bd99, 357e, 7d4e, fcc5, 9623, e310, f620, 8649, b50c, d179, 4d31, ecaade2013r_002h2, acadia14projects_463a, ecaade2014_182c46, cbe1, 7c58, 4b04, 4383, ac4b, ecaade2015_205c45, 0936, d7d5, ecaade2016_mrtj66, 5bc1, 107c, sigradi2015_11.136u24, d840, ebcf, 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880d, ecaade2015_116k23, 2297, 0d64, 7238, 901c, 086b, 5c43, acadia14projects_719k, d8f3, 8ef4, d143, e92a, a149, ecaade2013r_010p6, 3b2b, 7ad1, 16fa, 4875, 41fa, 9a53, a419, ecaade2014_072r17, a885, 7266, 901f, 9422, f6cf, dd88, 57a7, ecaade2013r_001r1, b6af, af0a, 2cb5, 8599, 925a, 874e, 3c1a, acadia16_140n10, 4e67, cbb5, 3d21, 4ae2, 1111, c1a4, 9f32, ijac201412303u8, ef9f, 0874, 29ba, 691d, 470b, 7bb5, acadia14_655w, 11ec, b261, 7eb6, c25b, f83b, c463, 10f6, d622, 49ce, 80ec, 1eaa, 8968, 6a94, d402, sigradi2015_8.289a15, cef4, 8703, 9b1d, acadia14projects_601aa, 4922, 569a, 6943, ecaade2016_025l7, ecaade2015_53c9, 3499, 8f8a, b5e2, sigradi2013_326d, 6030, ascaad2016_057y22, 5637, ijac201614407u4, 80bd, 3474, sigradi2013_271n, acadia14projects_627as, d55c, f039, 4f92, 5465, 7a85, 34c4, 3eb7, 736c, ecaade2016_130y36, b047, 9d9e, ecaade2015_13t1, 4168, 01de, 560d, 93fd, daaf, caadria2015_064m7, 86e0, 158b, 90cf, 4840, aaf7, ecaade2015_77b15, d3e0, b586, 0d9d, 0b6c, 129c, 71e2, e76b, 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acadia14projects_517n, 771c, 8394, 106b, acadia15_483j21, af7d, acadia14projects_189a, 0557, 00f1, 45b0, e077, 5fef, 959e, 6954, ecaade2016_223g58, d56b, 0652, a8ed, caadria2015_032y4, 280d, ae04, 069f, 68f7, 0e05, 4a5f, 5519, 2383, caadria2017_104z27, ecaade2016_162p44, 9b24, ce17, 1391, 5096, 4e4e, 6885, ddc6, 7167, sigradi2013_425o, 1ba2, 69c3, 56b3, 61e7, 7872, c5c7, ecaade2014_185z46, 63b7, 5361, b1ff, 1072, 8c54, 799f, de53, b296, cabe, 7fd0, acadia14_699d, sigradi2015_sp_8.284n30, 2171, c1bb, b6e5, f3d3, ascaad2016_049s20, 6131, ecaade2016_mrtb66, acadia15_81u2, 8ed8, a777, ijac201412303g9, 6811, 6fc7, ed76, e012, a9a1, ecaade2016_213k54, 8c24, ijac201614208r13, c300, a533, 7299, ecaade2015_193i40, 4434, dc7a, 73c2, 9269, d368, sigradi2015_12.297o28, 98ff, 0f13, 7b73, 26ba, 385f, c246, 3f53, acadia14_699i, a985, e740, aa4a, 02aa, caadria2017_094t25, c148, 9dfb, d2ff, 6fae, d9f3, cb2a, 3d11, c651, 8fe7, 868b, 6884, 6247, baaf, dfd1, c7a7, 3eea, ecaade2015_177c38, 7532, 6c6a, 1c8c, 3b20, cb95, 351b, 9198, e735, 1b98, e31a, caadria2015_030l4, ecaade2014_147x33, ecaade2015_302f66, sigradi2015_12.215r27, 2664, 7d0e, faf9, ecaade2015_113t21, acadia15_417c18, ecaade2015_333k72, 7482, acadia16_154d11, 7ce5, 7b13, afe1, ca2e, 11d4, sigradi2014_313t5, 0acd, f804, 19e4, ecaade2014_206u53, ee62, f4fb, 23b5, 0ac9, 660a, 3ea9, ea6e, f622, c778, b85b, c6ff, sigradi2015_12.107e27, 301b, 7ed1, acadia15_483b21, 316d, 42d6, ecaade2016_068m17, eccc, 4745, cdbe, c91c, caadria2015_092g15, af08, ef3e, 411f, 85a2, ecaade2015_195o41, 5627, 244a, ecaade2015_230m52, e76e, b38b, caadria2016_611n26, d934, 3b49, ascaad2014_033z9, 2cc2, 2f44, b594, 19d4, db1d, 2904, 2e68, 11c0, 7e29, e443, 38d0, 38dc, acadia15_483d22, 812a, 444a, 2ac9, e262, 433b, a343, 350a, 2fe4, 1092, ba6f, ijac201614104f4, 66da, a77c, ascaad2016_054c22, ecaade2016_006m1, e43d, fbb2, 2ce2, 9eb6, e1dd, 9585, 045d, 07c1, e018, ecaade2014_070o16, 2620, caadria2015_002c1, 157a, ecaade2016_215z54, 9d20, 01e8, ae90, 1dfd, 2bc2, ijac201412403p6, 717c, 44de, ecaade2015_155r32, 873d, acadia15_323a13, d676, 94d9, 4255, 001a, 3b79, caadria2016_405c17, 2bec, 14e2, ad3f, 974b, 2e9a, ascaad2016_011k5, a561, 8256, c383, 09af, 8b7f, acadia14_619av, acadia14projects_291as, 822e, ecaade2015_248v56, 4f39, ascaad2014_012j6, a5e1, 0ca6, 2cf6, eb6e, 2b27, ecaade2014_072h18, 306d, e2e7, c718, ecaade2015_248j56, ac67, acadia15_323j13, d638, 8744, 8647, b00c, caadria2017_081x24, a879, acadia14_601w, 0c4c, ecaade2016_210y53, sigradi2013_41j, 12da, bb68, acadia16_244j15, acadia15_443c19, caadria2017_018r7, d5ee, ijac201513205e8, 807a, caadria2015_237u35, a8c2, ecaade2015_217a48, ba33, c37c, e141, 1b62, 4a50, b0e8, b498, 9839, caadria2016_611k26, 04ec, caadria2015_090w14, a84c, ascaad2016_005v2, dd8c, 3df2, 4f90, a89a, 5300, a7ed, c81f, 9ebf, 1600, ascaad2016_004j2, 823b, caadria2016_477v19, 0172, 9ccc, caadria2016_135w5, acadia14projects_699t, 8d22, acadia14projects_681ag, acadia16_440a26, 4b35, caadria2016_651h28, acadia14_63az, 2a65, 2f2b, ca92, ecaade2014_168j42, ecaade2016_126n34, a20f, d18e, ijac201412203h2, 7413, dc0c, 8b40, aba8, 7c41, e975, 5bc9, acadia15_333d14, eb26, 5491, caadria2015_218p33, 732e, c8ec, 1b9f, 8df9, 06ac, bd1f, 7339, 7f70, 4feb, 24e0, sigradi2013_387d, 337f, e0ae, sigradi2015_7.203i10, 0206, 2320, cdf9, ef26, e78e, 8a18, 3b57, cb3c, fa2d, a07e, 71c0, 9650, caadria2017_081z24, 0205, ecaade2015_196z41, dd24, 6ab0, 3fd6, b201, 488e, 2a23, 5da2, ce60, c041, 7d97, ijac201614403p2, ascaad2014_020v3, fba5, ecaade2015_77e15, a016, 8365, 88fc, 7931, acadia14projects_531y, 5e2f, 9674, ijac201513102m2, 029e, d635, dd3c, 056d, acadia14projects_479au, 9df1, 7226, 203b, 37e1, 6cf0, 1173, ecaade2014_014w2, 7344, 3e2c, ecaade2015_48w7, 26e0, 8797, 3f2c, sigradi2013_386o, da81, a31c, d4c3, f962, 0631, 643a, b43b, 04c1, 41c4, cc06, 06fd, ceaf, caadria2017_147y38, 7f37, 5719, caadria2016_755n32, caadria2016_229n10, a674, f7a7, 3c1f, acadia15_381u16, 10ee, 3dd7, ijac201614308e5, 2feb, a8ff, 451a, 5747, 6d1d, 2adb, cb73, acadia14projects_473ai, a4e8, b35a, c1f5, 53e3, 49bb, f8b5, d901, 1807, 0fdf, 94c8, 9e60, 7ec5, 60a6, 9d2d, a448, 5926, d63c, ecaade2016_113u30, 1b4d, ecaade2014_149i34, b665, 412a, ecaade2015_185p39, 4384, ijac201513201v5, b70a, f654, 23d5, b28a, 6dbf, 76fd, e22c, 3527, 51ec, c334, 3e4f, sigradi2015_9.152m16, bbd6, f31b, 5254, ecaade2015_205y44, sigradi2015_10.307x20, e87b, c4c0, 7aaf, a710, caadria2015_203g29, 0227, caadria2016_611d26, ecaade2013r_014f8, ea8e, sigradi2015_6.329x8, 30ac, b950, 5b2e, 4b54, caadria2017_031f11, a697, ecaade2016_164n46, b438, e0b9, cd27, 564f, 240e, 845f, 7b09, a45f, 2679, acadia15_381o16, e8b2, 3e55, 23ce, cacd, ad41, c30e, 619a, e03a, 92fa, 503f, dc8d, ecaade2016_230j62, 1a22, db01, 1018, ca3f, ecaade2016_123d34, 95e1, fa8a, 5cde, 59e0, 5db8, 1a2c, c682, sigradi2014_281b3, ecaade2014_145g33, ae8c, 1441, 1c60, c65d, acadia14projects_33ao, bb60, c41f, 1edf, e631, 063c, acadia16_116x8, 81e6, ijac201614103s3, 862e, 766f, b932, 6896, 8057, 503e, 5680, 004e, 790c, 39b2, 7608, 7c7a, 6f40, 279e, 45d4, 789c, 2117, ecaade2015_13l1, 35bc, 79b4, ecaade2015_13o1, 1baf, ecaade2016_208r53, b18a, b5d0, 3f64, 1469, 07e1, a9fc, 8265, 9bc2, acadia14projects_339x, 4640, dea4, 82c9, 9fb9, 4808, a63d, ecaade2016_048y13, 0a90, acadia16_488z28, cfb9, f293, ijac201513206b9, c2dd, ecaade2015_22r4, 09e9, 23cc, ijac201412303h8, acadia14projects_247o, 4d43, 8aed, 9a52, caadria2017_054b18, feaa, 58d6, 3b4f, c73b, ecaade2015_53r8, 85e8, 1638, 9f05, b0d1, 156c, ecaade2014_230m59, 1a66, 0136, 7dbe, ijac201614307r4, 624e, 20b7, caadria2017_005e3, a635, c525, 6fc2, 14db, fa78, f0ca, sigradi2014_176g5, acadia15_95c3, 72e7, a645, b740, 2310, e14e, caadria2017_145g38, d884, d21c, 0391, b610, f758, 866f, 0d81, 735b, acadia14_153ak, 754a, d9ed, 71b8, 8f13, e94e, a85c, ecaade2016_071g19, b27b, de04, 39f7, aa79, 6930, 0440, f820, cb45, 7789, e8f8, b188, ecaade2016_110g30, ecaade2014_111l25, 02cd, f8cb, ijac201412402v4, 0f40, ijac201412201p1, 5f90, aa66, dce8, 33ac, dcbc, ecaade2016_075y21, bb20, 030e, 2f22, c889, c18b, dc3c, a7c2, cde8, caadria2015_178z26, bc10, 42c5, 8ad2, 4917, acadia14projects_479as, acadia15_407l17, 66c6, 1a2d, 7737, 2d6b, 87f7, 4a85, acadia14projects_463j, 9fc8, 9e37, 7667, dcaa, 48bb, ijac201614204i9, 0bff, 8695, d207, b9cb, acadia14_409m, b2ab, 498b, f19e, b0dd, 5cef, 5c17, 61cc, 0305, 8762, e2ea, b90b, 9c80, 7fe5, d965, b179, a127, a03e, 9b81, 5800, 111f, ba7a, 8249, 6d10, 93b3, 9f8b, ca80, b250, ecaade2015_209u46, 79f2, d2fd, 92ea, 6254, acadia16_164x11, 963a, fe2a, 0b17, acadia14_63ab, 554d, ecaade2016_045i12, 088b, acadia14_601z, 3e67, a912, a04d, ijac201412305i2, 762d, cfb8, acadia14projects_473au, 4c51, fbf5, 6834, sigradi2014_345h9, 891a, 9c34, e179, 11c2, d805, b811, d4e0, 7df8, 5760, c209, 1f1f, 9ad2, 5137, f120, 3624, 9216, d688, bdb6, 5951, 80e4, 4fdd, ascaad2014_025l6, c0d6, 36c4, 88b7, f934, dbe1, acadia16_124b9, 256d, ae63, 0389, acadia16_344g21, a47c, 23a6, 2d60, caadria2017_003g2, b0f0, aa74, 9c9d, 6d0f, fca1, 3a0e, 8669, caadria2016_683i29, 3f3b, 3a91, 73b3, 3794, 8f3f, caadria2015_067k8, 04e7, 2757, 5ac0, 8645, df0f, 68af, sigradi2013_359c, 2195, f942, de62, 1c01, 6ae6, 7c69, 588d, 0a1e, ecaade2015_59b11, 8633, c78f, 4a09, acadia14_647ax, e5cf, 306a, 4b02, 9de6, 3d50, c968, cb91, ecaade2015_307o67, sigradi2015_2.213w1, 9796, 7d13, 4ef2, ecaade2015_158y33, ijac201614403b2, 914a, e864, 198c, f073, db59, 53f9, 9054, 4efd, acadia14projects_681af, 1c9c, 1a6e, ecaade2015_155y32, f390, 904f, ecaade2014_153t37, 9cbd, 8845, 0b97, e738, da1c, 266b, 6a05, c5af, 6aa7, sigradi2014_313c6, 4980, 8862, 38c2, 9498, 4888, e8d9, ijac201412402h4, 8076, 4ce5, 0663, b8cd, 70d0, 01b8, 0ec4, e460, 91fc, 4e83, 42f2, ascaad2016_002i1, 987f, 0c69, da28, acadia14projects_23z, c4ea, 5bca, 4a27, f5d3, e5ea, 54c0, a9b2, a088, 979a, d0a8, f349, 0b52, 1f94, 16b1, 81cc, 979b, 7850, e65e, 5159, f2fd, sigradi2013_386k, f4e9, 3dd3, 445c, f368, d778, sigradi2013_303g, a748, 94db, d903, acadia15_137o5, 08a3, ba45, 27c8, efe6, c2a5, 3bf5, 0eca, 4b80, ff31, ijac201614207p11, 1514, 54bb, 9589, 82b0, acadia14projects_589g, d078, b414, 6dd1, 87a4, ascaad2014_037p2, 4db1, 2377, 8a30, 25da, e487, 71ab, a229, b5ad, 75de, acadia14_647az, 3bf7, 4898, 4063, 32ce, 70a7, 5f9e, 7164, 26e4, ascaad2016_039k15, sigradi2014_074t6, 00a3, f900, caadria2017_183a44, 2700, 5c71, 801e, 7ba1, 93a4, 191b, 787a, 42ae, 5952, 810e, e7de, ecaade2016_087p24, 75ae, c33e, 5af6, 71a8, 0813, 11c9, ecaade2014_011w1, 356a, 2e2d, 98c7, acadia14projects_497t, 286b, 4d48, acadia14_463f, 0991, ecaade2016_048a14, 5649, 07e3, d5c4, 2e6a, ascaad2014_008o4, 85b5, f1b2, 5e1f, 4edf, acadia14_339av, sigradi2014_232z8, 7310, 0d3a, 9cde, 9e69, 09a4, 2e74, c4f3, e23f, 1039, 8251, b3ef, 3e1d, af5e, sigradi2015_11.165u25, 137d, 0b27, e379, d1c1, 28ba, caadria2015_190k28, 5ed0, 60fa, 6a55, 6886, acadia14_291av, 9a2f, 6713, 605e, 5cf8, 54c6, 87f9, acadia14_671x, 31a0, 0241, acadia14projects_267m, c3bb, a83f, ae92, e186, 7fc0, ad2d, d663, e493, caadria2016_829e35, ac9d, sigradi2015_10.307f21, 8023, b196, 10ab, 99f8, 66b4, 97a3, 59a4, e6a8, ecaade2016_099g27, cbe3, sigradi2014_151n3, acadia15_451d19, 850d, ee53, 9e95, ecaade2014_153u36, fe0d, ijac201412404x7, 4ace, 4031, 13b5, ecaade2014_149r34, 4d2c, 5236, 31ee, d068, sigradi2014_345m9, fd5e, 9c8a, 3f9b, caadria2017_028c10, 51e3, 8598, 6ae1, sigradi2015_12.297m28, 4250, e947, 9935, acadia15_469g20, d608, 7a9b, 5dbf, ecaade2014_138h30, c85a, 23e4, 61d3, 36a8, 88eb, ccfa, 4006, d94b, 3156, 1c47, 9a78, 9311, 36b4, f3b2, c485, 8877, 7d70, ecaade2016_221r56, e973, 7f7e, c79a, 9966, c61e, a177, ecaade2016_102k28, d935, 02d1, bf87, 4e7c, 38f9, 0437, 9708, 69f2, 57fc, 923b, 9b74, acadia16_140u10, baf3, edce, f9a3, 2cb9, 610f, eb10, cebb, 421f, 266c, e808, 583b, 2230, 42ad, 0753, 6962, fb07, 71b6, df22, 632f, 4e3a, acadia14projects_619ai, 4ade, caadria2015_002b1, 97d2, 34cc, 4be0, db52, c45f, f8bf, ca60, caadria2015_014u2, ijac201614205j10, a54f, 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5d07, 5b11, 7062, caadria2016_517d22, d867, acadia16_440e26, a5c4, ecaade2016_075h22, d105, ecaade2015_55m10, 2268, 59a2, cd43, caadria2017_145y37, caadria2016_777x32, cf47, e11c, 7db6, 415e, fefc, acadia16_154k11, 8a75, 3081, 09b6, ecaade2014_144b33, 6328, ecaade2015_180w38, 3e63, ecaade2014_168f42, fe5f, ijac201614402o1, 744b, sigradi2014_339x7, d1ac, ijac201412304a1, ecaade2016_147v40, aa89, aad2, 6124, caadria2017_016e6, fbe9, acadia16_308t18, d466, acadia16_470n27, d516, 0d3d, 9e0e, 95c6, 2c7f, 60f0, da7a, 2c5f, ed83, b09c, 66ac, ijac201614203y8, ijac201614201g7, 8975, 6ba9, d376, 53cd, cd91, 97b9, 0b2e, 0d58, 7dfc, 9cbb, ecaade2015_221r48, ecaade2016_036t9, 3279, f66b, 14fb, 25d0, 1aa9, 4b61, 591c, caadria2017_063w20, 1432, 9c3b, 90d0, c0e3, 2e7a, 3410, cb27, e629, f181, ecaade2016_129d36, a263, 5388, 1759, b2d8, 5ecb, ba16, c89a, bdd0, 0118, e295, 46db, a0e8, 00d7, ac51, ec0f, ecaade2014_151a36, ecaade2016_104u28, d1f2, c432, cb05, 8731, d162, ecaade2013r_019e10, a7cb, af63, sigradi2014_178k5, 0109, ffc4, 24d2, 2bd1, ecaade2015_17i2, 942e, caadria2015_073y9, fe27, b22c, a9b7, f610, 52e4, 0c91, 8389, ecaade2016_222s57, 391b, 3f2f, 32e5, ea5d, b363, a9ff, 5d17, 6508, 6887, a413, caadria2017_057u19, b371, a70a, 5f39, aa9e, 7eaf, a3a5, ac34, 9012, 9bc5, 7640, 2b11, c81c, ca79, b68c, ecaade2016_158d43, 32e3, sigradi2015_2.162m1, 3554, acadia15_371b16, 4728, 9367, 388d, caadria2015_188z27, c3e7, bb54, 63d0, 390d, cb2c, ecaade2016_032s8, ecaade2014_198u51, caadria2017_015r5, ascaad2014_020s3, 3a20, 03fd, e1a3, caadria2015_213s32, ecaade2015_33e6, acadia16_24t2, 7ca9, ae2a, acadia14_699p, acadia14_661l, c969, e1f2, sigradi2013_52, 395a, acf2, 9bfe, 1ef4, 299d, 46af, e832, 240a, 4685, 0825, 2da3, ee78, 0caa, 4f6a, sigradi2015_8.143c12, 810d, 8017, 18ec, 6c2b, 7a39, 2d8d, c995, 4a10, 7fd7, d86e, 1846, f888, b1da, 3843, 4393, 25ea, ecaade2015_199b43, 8020, 35b6, 2418, 5e01, 9a68, 2d21, sigradi2014_284d4, a2a3, 4602, d099, ecaade2014_078r18, f160, 2d39, 385d, f5a9, 1ba5, a6bb, 29f5, acadia16_12u1, 5f77, 2572, ecaade2014_140v31, ecaade2015_84u16, 71c7, ef48, 1ec3, ef72, a842, e1ab, ad1e, 38f4, e9b4, 1543, 1743, 9bbb, 1863, 5b43, 680d, caadria2016_095l4, 478e, ecaade2016_113a31, e9bb, 8062, d554, 1d18, 5374, 11b9, afa3, b59a, 4914, 3e4c, ee33, f821, e1b2, d7c0, caadria2015_078f11, a934, 08fa, 8dde, bc73, cd48, 1888, 5fb0, 853a, 7400, 8ea4, e30e, a6b7, c92f, 67fb, 4874, acadia14projects_167x, 31d4, ccaf, 1237, 4e01, bbf9, eacb, ijac201513102j2, 3ee7, acadia14projects_699g, a2a2, 92e3, 13cb, e58a, 8ebb, 76f3, 743d, 0f15, 3dfc, ea36, 5e0a, 8ccd, 3eac, acadia16_12z1, dfa8, 6a6c, 5c7c, 8dfb, 2fd0, 0863, a1d7, f6d2, ea50, 9e51, 4535, b0c3, 2100, 7d5c, f2a7, 4809, fdda, 0053, 1901, 1596, d22c, 0090, 8224, 2e34, bc3a, 0e03, cc36, ecaade2014_215c55, c68e, d92c, 284c, 45f5, 9bef, c44a, 20a5, ecaade2016_224x59, 927e, 726f, 9e30, f18c, 2ee3, caadria2017_142l37, 222a, 21e4, a277, 7049, ascaad2016_057x22, b634, ebe7, 4d3b, b12f, 95fb, caadria2015_237p35, ascaad2014_017p1, 0f05, ac5a, b489, 063f, ad15, cb7f, 4e16, 8fb0, ijac201614206x10, 4e34, 69c6, ijac201513305l12, 957d, caadria2016_249j11, 3988, bd82, 8e21, df8d, acadia16_244z15, 642e, 6d28, 5d09, 7953, ecaade2015_21l4, ecaade2014_057r14, ecaade2013r_005n4, bacc, ecaade2014_167m40, 8348, 3088, a595, 058c, 6aac, ecaade2015_211x46, a617, bf8a, 965f, 871e, 24b9, 7592, 2c58, c9b4, 6f03, c63c, fdeb, b8f3, ffed, cab1, sigradi2013_135h, f323, 1577, sigradi2014_178j5, acadia14projects_627az, 8a76, 8d51, 5e3d, 1e5d, a23c, 8279, 6ef5, aa28, 1cf0, c49b, acadia14projects_301b, 3a52, fd7c, 3847, 1060, 4f77, 26dc, ec31, ijac201614208d13, 2c48, caadria2016_735r31, b742, 5bf8, 3707, 0423, dcad, 0f70, 3d90, a45b, 6bcb, 816b, sigradi2013_313s, c7c9, acb7, 37d3, 3c83, 95ff, f8d1, ecaade2016_075k22, 3cfe, 368b, e160, 4277, sigradi2014_048s4, 399c, acadia14_81l, 3eba, 58de, 84d8, 64e9, 5fe1, 190f, 398b, 0d8f, 3c8f, f557, b484, 0c41, d74c, d30f, sigradi2013_155, e9d3, 7acb, ecaade2016_108y29, c088, 3901, e4d6, acadia15_137f5, 352c, 7dc5, eebe, 7af6, 27bd, 34d5, 5b6b, caadria2015_124t19, 6922, ijac201614105c5, ecaade2014_132f29, ijac201513105l4, 0b7a, bc2f, f0fc, 48cd, e753, ijac201614402u1, 59a8, 474d, 1dc0, 6418, sigradi2013_189k, acadia16_450p26, 2c5d, 1dbb, 360f, 8232, bcc7, 6a08, 67c3, 3244, ec00, 8543, ad99, caadria2016_383r16, ccd7, faee, 29a3, 5f17, 5750, ecaade2014_072d18, 6ec4, b7cd, ede7, fa90, 8d62, 3dfb, ddd6, 2e84, ecaade2015_207f46, 697d, 9a67, caadria2015_164j25, d88b, 5315, feae, acadia15_123z4, 9e0a, 2109, sigradi2013_62t, b75a, d6d2, 67f3, 7351, ffb6, ecaade2014_070j16, 9786, a95e, 51b0, ef59, 2113, ecaade2014_096w22, 04ba, 2913, c755, 55da, b752, ccf8, efc7, bd01, c9d1, d70b, be0c, 0a5a, 8188, b8cc, 58bc, 7503, 7b78, 61f9, ed1d, a0c8, 6dca, sigradi2015_sp_3.85s29, 1b71, 49b7, c10e, 971f, 92d5, 4d92, caadria2017_003z1, 65e3, 533c, 49a0, 995b, 6729, 76b9, sigradi2013_294s, e49c, 686d, e739, cfe0, 8721, 06f4, 193b, c82c, 0ba4, 7630, 893a, f847, ecaade2015_329m71, fab9, 536a, 7248, 7942, 2cdb, ijac201513103p2, 3604, d7dd, sigradi2014_201j7, bee6, caadria2017_132h35, ecaade2016_087v24, ef38, ad76, 27c9, d512, 477c, 36fa, c3f9, e0ce, 3966, 5e81, 5505, acadia16_140b11, 6938, 3e3e, e441, 17e9, b707, f9b4, b0ec, 4e9d, df0a, 5a04, 95c8, 9351, 9ac0, 9d30, d214, 391c, 8c1d, f0aa, a517, a648, a6a6, ijac201412206b5, 9928, e0f9, 6143, 14eb, 7e39, 077a, 54c1, 2450, c228, c558, caadria2015_122m19, ijac201614208l13, 8f41, a516, 6cf8, 21db, f40f, 0c67, e693, 92e5, 7616, 3ef0, 2fae, ecaade2015_100l19, 3872, ecaade2016_217r55, caadria2015_176n26, 9541, 07e7, acadia16_116p8, 0eef, 1e67, 5126, 2a33, 8931, 7edc, acfe, 1354, ecaade2015_206i45, f20f, 68e3, afdd, f7a2, ijac201614306z3, 4983, afaf, 5634, 0ee6, ascaad2016_039j15, caadria2017_189d45, a18e, 1c1d, 1d45, 4376, 3bf0, caadria2016_425f18, 0171, 870e, 8a09, sigradi2014_314t6, ba07, sigradi2013_215e, 6333, b59f, b6bf, 60ef, 1026, 8a41, e79d, 5f4c, ecaade2015_122h24, sigradi2013_343k, 4f9c, 653f, bbbb, a723, 2e0e, 6622, a0d6, ef85, 693f, caadria2016_477b20, ecaade2015_138j28, 1256, caadria2017_070l22, acadia14_63ax, e649, 9231, 7a2b, eab8, 20b2, 88ff, 6e05, e88e, ascaad2014_028p7, bc8c, 12fd, ab80, d0ca, bf45, b0df, ecaade2016_068t17, d381, 2d7b, ecaade2014_180p45, acadia14projects_237ax, 0a9c, ascaad2014_017z9, dad3, e1c8, f0a1, 319a, caadria2016_755m32, d886, acadia16_196b13, ijac201412402k4, 7e1d, 769c, 8d42, caac, 9197, 76f6, 0337, 0e22, f5d7, eb66, a111, 2fb0, ec2b, sigradi2014_137g2, ecaade2015_61t12, ecaade2016_183v49, 2c8a, 2fbe, c22c, 2b6a, caadria2016_797w33, c7fd, d7e6, 0fb2, caadria2017_062y20, ecaade2014_180t45, e3c8, b580, ecaade2016_ws-dleadx67, acadia14projects_177p, caadria2017_052y17, 7677, 5e22, sigradi2013_173n, f1a7, 9502, dd6b, daee, 9a40, f76e, sigradi2013_243f, c906, 74ec, acadia14projects_531x, sigradi2015_11.222n26, e9be, 140e, 9223, ijac201513205d8, 1ccb, c264, ecaade2015_200p43, 8acd, 2491, f011, 10b6, 9eef, ff87, f311, ecaade2014_120j27, ecaade2013r_001h1, 971d, 5eb9, 12ce, acadia14_347au, ecaade2016_222b57, ef88, a8c8, b44d, ijac201614207j11, 778a, f776, eabc, ecaade2014_031v8, 55ad, ecaade2014_173i43, 987c, 6550, 4268, ascaad2016_022j9, c2de, 6cad, 0e1e, feb0, d917, b3fe, sigradi2013_389, acadia14_101z, 91b5, a3b4, cd19, a9a2, 9001, ebc5, 0a84, 49bf, ecaade2015_48g8, 6057, e6da, 31b8, sigradi2014_151h3, 902b, 3180, sigradi2014_128f1, 5ce1, be0a, 1e68, de9a, 30e0, acadia14_609ao, fc16, ecaade2015_302i66, ecaade2013r_003t2, ecaade2013r_018i9, 6acf, f5b6, d1f7, 74f5, bdc4, bb58, 7c0c, caadria2017_113b30, sigradi2015_6.42x7, 441c, f55e, f46b, ijac201614105d5, 4ac9, acadia14projects_281r, 1be2, ecaade2014_153v36, 1e38, be81, 5a59, 679d, 8d0f, caadria2015_014z2, 36b5, ascaad2016_057a23, 2413, e837, a57b, ecaade2014_157m38, 2455, b2bd, 840a, acadia14projects_479az, f4e4, aa95, 9d85, 62f2, 4c23, 553b, d0aa, 4cd5, f755, db7e, caadria2017_047d15, ec1e, e2c5, 9807, 059a, ijac201412406s9, df6d, d0ab, sigradi2015_1.288b1, eba1, 659e, c6bf, sigradi2014_128b1, 96b3, e4c8, acadia14projects_145z, 4b20, 7afb, ecaade2015_53y8, 8bc5, 99ff, 07ee, f743, 37ec, 6e17, a7ef, acadia14projects_281z, 64f6, fbb1, 77c1, ecaade2014_052d13, 656c, 8402, d050, e1c1, ecaade2016_072f20, bc5e, c7e7, ebc9, 2a28, e7b9, f6af, 77b8, f1ee, ijac201614308h5, 99f4, caadria2017_183k44, 8624, 1143, 43bb, sigradi2013_100c, 9adb, ecaade2016_163u45, ijac201614405b4, 5ca9, 066e, 7645, 15ad, d277, ijac201614102m2, ecaade2016_166l47, d414, ascaad2014_004b2, caadria2017_063c21, 58b7, 77c9, 6b3d, acadia15_95l3, fb32, 2ab9, 436b, 17cc, cd9b, c042, 3668, e9dc, 6f3b, ecaade2015_92k18, 7fa3, 62bf, aff6, caadria2017_003c2, ae0c, 5e1d, e7db, ecaade2014_024y6, 50b9, 777b, fcf5, 9a50, 520e, 7938, d4f6, acadia16_12m1, f56c, 4e80, ascaad2016_028f11, 4fcf, a146, b67c, f276, 85b0, 6ccf, sigradi2013_117u, 8557, 67eb, 3438, ecaade2016_045e12, ed6f, caadria2015_208v31, 4b99, 1d95, 8773, 6fdf, 17cb, 39df, cce9, 2e0f, 43bf, e532, 60a9, ca0c, 8fe1, 0987, ecaade2015_138o28, 6e9b, ecaade2014_226v58, 98df, ascaad2016_042x16, 120d, f522, a077, 449d, 333a, 503c, sigradi2015_8.339y15, 8db6, ef9c, 5e92, 386d, 7f40, 3890, 3e44, 8fa7, c46c, 23ee, 8c87, 4b77, 8406, acadia14_101af, acadia16_54y3, c11f, b68b, 7b46, 66c1, 9df2, ca84, 2caf, 145f, 75b5, 0192, 171b, acadia16_298h18, 48d4, ijac201513201c6, d8fe, a5a7, 13c9, 6092, 1dd2, ijac201614104l4, 492a, 4aa3, aa2d, ecaade2015_92t18, 496a, caadria2016_271x11, 3f77, 0fad, c24b, 3273, ecaade2015_237f54, 2a58, 7133, 4ab4, 65ab, bf83, 4528, 6314, ecaade2015_301p65, 330a, 2d47, 9659, 1428, e5e1, 46b3, caadria2017_096o26, 52e7, d68d, caadria2015_108y16, 07b8, db24, 5008, 24b1, 0e88, 9cf0, 0116, ecaade2016_123a34, 9983, 38e1, caadria2017_132n35, 61d4, 3a7f, sigradi2014_080n7, 8e35, ecaade2014_208e54, caadria2016_851e36, 82d7, 3788, 4c87, 864d, 9b1b, 38e4, a6ee, 54e9, 09cb, d813, 4218, caadria2016_301l13, caadria2017_058m20, a3f5, ecaade2014_147w33, ecaade2016_130e37, ae42, c6f4, 19a0, 6864, acadia14_681ar, 0353, 1a36, ijac201513206z8, 4aeb, caadria2016_003c1, d62f, ascaad2016_045y18, ecaade2016_057p14, 1b70, 564b, 344a, 4a80, e9c3, 9da2, a2d9, 74e3, 6088, c6ea, 8832, ijac201614305t3, 2f4f, dd06, 61a6, acadia14projects_339ar, caadria2015_102z15, 96ae, 8a9b, f4a4, 23a1, 70bd, ecaade2015_91i18, cd1c, 0b9e, caadria2015_119x18, 10d8, 3a75, 7fa7, 12db, e4ff, d71d, e3c0, b536, 95f8, 0ca9, c70a, caadria2017_118l31, 6fa5, 1b9e, d1bf, 340c, 091b, caadria2015_208a31, 5bfc, 58fb, 3206, ascaad2014_020u3, 0f89, ascaad2016_008c4, 5f94, ecaade2015_138j27, b7b7, 827b, a9fd, c571, c22a, 7b31, c85c, f0bf, 717d, 47dc, 4b5e, 1c3b, a6af, e4a6, 9496, 75e2, c198, c6a4, 3fc2, sigradi2015_11.136z24, 15a9, 698a, sigradi2015_10.140t19, 0c9e, 21f9, 36bb, ecaade2014_198s51, ecaade2014_224x57, cb5e, 7c63, 9fd6, 6175, acadia16_140l10, 710e, sigradi2014_267m2, acadia15_47k1, 708e, 0186, 479d, aae7, c753, sigradi2015_11.166a26, 6275, 25ec, cea0, 070a, ad86, caadria2016_259n11, 2b87, 7747, a925, 3895, 94e4, a2f3, 699d, 5068, b1c6, 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5314, afad, c442, a2f8, a876, d063, 3475, 0b94, cbf8, dc5f, f4d7, 4e8c, a6b4, 808e, 6056, ecaade2015_271c60, d504, 30d9, 7f02, ecaade2016_130l36, 2472, 2c68, bbcc, ff9b, d315, ea22, 4b41, 55cc, ecaade2015_138a27, acadia14_257ac, bfd2, 2fa0, ascaad2016_022d9, 4022, 00e3, 202d, acadia16_478w27, 41fc, ecaade2014_224w57, 4eb4, d4bb, 78d1, edd9, f06f, ijac201412303g8, 26c6, 6577, e056, cbc7, fc6f, caadria2017_023c9, 0839, d781, 4852, f583, 3889, d1c4, dbcf, 2938, 8002, f852, 3ba1, e9bd, fd6e, 1400, d3ec, 2e62, 3bd7, 16ec, e0fc, 989a, 5e74, f7d0, acadia14_389b, f131, 7088, 4ac4, ecaade2014_233o60, acadia16_478h28, sigradi2014_279y2, da77, ijac201412401x3, a0f9, bf91, 1c41, 89c4, ecaade2015_280c61, 8293, 3f03, acadia14_237as, 9283, 0a0f, fc10, cca3, ec98, d928, ba22, e002, 771e, 1355, 0832, bf6e, 4bda, d1e2, e007, ecaade2013r_014d8, e1b6, 4305, 6be6, 100a, 4f8d, ecaade2016_154t42, 723e, 3ab6, 895a, abc5, sigradi2014_074m6, f3d7, 72d1, 8dcf, ef14, caadria2015_126n20, 55c7, ijac201614303d2, 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