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 a54a
authors M Kavakli and JS Gero
year 2003
title DIFFERENCE BETWEEN EXPERT AND NOVICE DESIGNERS: AN EXPERIMENTAL STUD
source Human Behaviour in Design, edited by U Lindemann, Springer, Berlin, pp 42-51.
summary This chapter investigates the differences in performance between an expert and a novice in terms of their respective strategic knowledge. We examined conceptual design protocols of an expert and a novice, and found that the expertís cognitive activity and productivity in the design process were almost three times as high as the novice's. The possible reason for this is the difference in their strategic knowledge. The expertís cognitive processing is structured such that it stays within the limits of human short term memory. This provides empirical evidence for a different strategic knowledge that may be developed with experience. The expert's strategic knowledge allows him to use a smaller number of processes and to form different groupings of processes.
keywords design cognition, strategic knowledge, experts, novices
type normal paper
email john@arch.usyd.edu.au
full text file.pdf (292,844 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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1cf0, 3651, acadia14projects_23z, caadria2017_005j3, c66a, 4c11, a84d, 8c19, d7f0, acadia14projects_101p, 7b46, acadia14projects_661d, d6ac, 134c, 951c, c921, 559e, 9a5d, 2e8a, 4384, d8c9, 9ea2, ed14, f500, sigradi2016_639gg, caadria2017_027r9, 027c, ecaade2016_165v46, caadria2017_155t39, f3e2, 4b28, 0412, 9a09, 146b, 3f21, 9edd, edde, sigradi2013_244t, ecaade2015_115a23, cb8b, 6963, af74, 8e42, e6b7, cfcb, 6b36, 654e, d57e, 6cb2, sigradi2015_9.152u16, 053b, 630c, ecaade2016_130m36, acadia14_153a, 8051, 9212, sigradi2013_158z, 5ed3, 35e2, 4789, 345b, 23d6, 2175, 80e7, 3ad9, caadria2015_070a9, sigradi2016_430m, ecaade2014_041f10, ijac201412301m6, 8ad7, ecaade2015_240v54, 0f6a, acadia14projects_81n, 43de, 386e, ascaad2016_045j18, 953c, ecaade2016_119t32, a5a1, 758a, 97e0, b5ec, 07fa, ecaade2014_089z21, d555, fe56, a415, 754a, 9cc5, sigradi2013_429, 8eb4, 12c1, 3d5c, ijac201513201w5, 8605, 8d0d, 2f01, sigradi2015_11.8k23, ecaade2016_170v48, 54b4, 8d15, 3c3f, e563, 8b10, acadia14_291ap, e5e6, 8655, 5239, 3d86, 2671, 4427, ascaad2016_003b2, aec2, 9a24, 545e, caadria2015_016p3, bc9a, 2337, caadria2017_009v4, acadia15_469g20, sigradi2016_534pp, 2f81, fff1, c3e5, ecaade2014_225s58, 2065, 4414, sigradi2014_189j6, b172, ecaade2016_162u44, 4c4d, a997, a642, 12ce, 32ea, 2697, ab85, f89b, bb7f, 0d12, 2d25, 2eb2, c3d8, c821, 7dd1, b5af, ecaade2016_089g25, acadia14projects_435at, caadria2016_425c18, acadia14projects_589b, bc97, ebb0, ijac201614407y4, caadria2016_291s12, 1833, ecaade2015_193c40, 7d62, a236, ijac201614204j9, bc76, 0d27, ae41, 511c, 72f5, 924d, 86e3, 7e7a, sigradi2014_103a9, 6f76, 8493, dd73, ecaade2015_72u13, ascaad2014_014s8, 4fb4, sigradi2015_3.201z3, 074f, 369b, 9a57, c628, 439d, c25f, 74f6, 63c1, 474b, a775, 4a27, bd5c, d4e5, ascaad2014_020r3, cf66, d592, 87b1, 2f62, 865e, f5b2, 7afc, d0be, 3363, fee2, eccc, 0834, 1c4c, b46e, f016, 2455, 6ebd, 6509, db93, ecaade2015_196k42, ef50, 83eb, 74c7, 5d57, 6a4b, cc36, c881, 5d91, 79ca, 5487, acadia14projects_235r, 98b9, be58, a0bb, c295, fcd9, 1ade, 9510, 34d1, ecea, ecaade2014_182d46, 5e8a, 2720, f4c1, 1dec, sigradi2014_266e2, sigradi2016_524q, f15c, 3387, e2c1, 6d4c, caadria2017_124u32, 27b3, 226f, 4301, abc5, sigradi2015_8.186o12, 77f7, de49, daa9, ea77, 9d26, 05d4, 1d1f, e2ba, caadria2017_127j34, c5c7, 7953, 8875, 36c1, 61ac, ijac201614306a4, b57e, 2504, 6ffe, ee40, ea48, e626, bece, 7072, d3e0, e4a1, ef36, e7f5, 34a2, d6de, a90b, bc71, 61df, acadia14projects_199ak, ecaade2016_048d14, 899d, 7f33, ad62, 565f, 0852, f5cc, 3aa7, sigradi2016_803bb, e88e, ca3b, 1971, 75b9, 73da, 5fbd, ijac201614204n9, 60a2, fd5a, acadia14_589k, 175f, a9f5, d786, ecaade2015_138x28, 81aa, 29c6, 2100, 3290, 18c6, ecaade2016_072f20, abdf, ecaade2016_bkos65, ecaade2015_309v67, a2a2, f13f, ecaade2016_032o8, aa25, acadia15_161h6, a759, 0c25, a303, 281d, 929c, ecaade2015_269j59, 478c, ecaade2015_196h42, ecaade2014_153o37, b289, 0fdb, dbda, 8842, ecaade2014_052m12, 85b4, acadia14_199ad, d2fe, 126e, 282c, 3376, caadria2017_155u39, a25a, 6fb7, 0536, cd1f, caadria2017_125w33, ecc1, 5cf1, ecaade2014_168v40, 1fde, 6e9a, 32e2, 05a0, 2ea4, 8712, fc18, 8392, ceff, 186c, ff10, 70be, fafd, ijac201412408z2, 46ad, a3b8, caadria2015_130b22, ecaade2015_87y17, ac1f, df1e, dcb5, 2177, ecaade2016_095e26, 875a, sigradi2014_239e9, sigradi2013_397c, 661b, 042e, 8559, caadria2016_013u1, 732c, 1eab, 4f76, 9e13, 2ecd, 9745, 7469, ea52, 04c4, b7fb, 0c10, 2e27, 674b, ecaade2014_086p20, d7cf, ijac201412204a3, 29a1, c810, 26dd, 0f99, 4c99, 087c, 4e6e, cb6f, f715, f5f4, 3df8, 546b, 512c, b6ab, 2b1e, b418, 9995, caadria2016_589x24, 0edd, af53, 6363, abf2, bfa7, ijac201513306w12, ecaade2014_168k41, 237f, caadria2015_130e22, 0628, 250d, a5f5, 5f18, 3155, 30c4, dc51, ecaade2014_132j29, c413, ecaade2015_180h39, d3d9, 76a4, 791c, 54eb, sigradi2013_295c, fd61, 5257, 1005, 648a, 8432, caadria2015_065a8, ecaade2016_185a50, 8f23, fe91, a584, 8a59, 7de7, 65bf, cefd, bac5, cfdd, ijac201614205l10, 7fd1, 6bec, 46f0, 63a4, 4c76, a2ea, ec37, 3383, 9c70, 362c, 3c24, b962, 5393, 88a6, 292e, 717d, 8ec0, sigradi2016_385rr, 9949, sigradi2013_194k, sigradi2015_12.215z27, 4e64, 40cd, 8d14, ecaade2015_158w33, ijac201614203x8, f91f, 549c, a72e, bb04, 4881, a767, acadia14_435ag, fe10, 4890, d951, 3e66, dfcd, 150f, cdfc, 6812, aff2, sigradi2015_7.146b10, c63b, 3689, sigradi2013_54m, faa4, ecaade2016_130v36, a526, 6b13, 90c6, 07ce, sigradi2014_108e9, b5ba, eec2, 8903, ecaade2015_314n68, 011d, c5c4, b1ea, b166, 7bd3, 1cef, 3be3, 8096, 2b86, 7a59, ecaade2015_229j51, b51c, dc78, f607, ijac201513105b4, acadia14projects_145ae, 3836, acadia14_463b, e586, caadria2017_001g1, 4584, ijac201513206i9, aff9, 7157, sigradi2013_138t, b51b, 3481, b5fb, 2d3a, 24f4, 0723, a495, 036e, ijac201614407w4, 47f8, caadria2015_032z4, e359, 497f, c267, c6d2, fc82, 4a29, 27a2, ceba, c195, 5e22, 9bd6, b51d, acadia16_184x12, 401f, 840f, b60a, 66ce, aaab, ascaad2014_029l8, 2092, ecaade2014_204w52, 5bab, a2ef, 06dd, 16d5, 268e, 7eb9, 9476, 2df6, ecaade2014_052j13, bc36, sigradi2015_8.289b15, 31fd, 336b, 54a1, b64b, 41af, 0f02, bd19, 7f87, fecd, 7f3f, 5f0d, 4a44, 0672, 7a6f, ijac201513203b7, 9374, a89f, acadia14projects_33af, sigradi2013_62t, 22fe, 2a3b, f6d7, sigradi2014_151f3, caadria2016_073c4, 19a1, ascaad2016_010r4, 0584, 6d54, ecaade2015_248o56, 81ca, caadria2016_683f29, e106, d2dc, caadria2015_218v33, 7169, d54b, ascaad2014_019j2, f3c3, 2186, 4e4b, 3bcb, 39af, b279, a830, 81ea, 9081, ijac201513104o3, dee3, 0fc9, 758e, a6a9, 9f3e, ascaad2014_017k9, 4526, 5abe, efe2, ijac201513201u5, 9698, 72f0, 2403, f1b7, acadia15_57a2, 7aa2, acadia16_224s14, e6b1, 524f, 2e77, ascaad2016_009l4, 92e4, ecaade2016_243b65, caadria2015_126n20, 4a69, 958c, c399, 9527, fffe, 2a5f, 74bd, 98ca, sigradi2016_448s, 729b, f254, 5f7a, ef80, f11b, 90a8, 8c93, acadia14projects_339al, 5a9e, ecaade2015_138w26, f905, fc53, 3cfe, bd8c, feed, 4634, sigradi2016_592w, f4aa, 55ec, 7f41, f0ee, caadria2015_190i28, dcbc, ijac201412403p5, 21f6, 7298, 537e, b8c8, ecaade2014_138l30, 8cd2, f299, c1ad, b8ee, ijac201513205c8, b342, d788, 20db, 55cd, 93b4, e81f, acd1, 184b, ijac201412401x3, d0de, 64f5, caadria2017_015o5, a901, ecaade2015_205c45, 100d, acadia14projects_719j, e495, fbf3, 8d83, ecaade2015_296o64, 13e3, 6479, 209b, f49d, 28bf, a35b, a9d5, d5bf, 76bd, 7300, ijac201513205w7, a441, ijac201614104d4, b54c, 2d8c, sigradi2015_3.221s4, f458, 2ae5, 4c3b, 09e7, 0c67, ec72, fab6, 9da0, 7658, a42a, 6f6c, 0f63, caadria2015_096i15, ijac201412205n4, acadia14projects_389c, 9372, f1b6, 7aa5, cfba, 9a22, a6a8, a7f6, 2b43, a051, aaed, ecaade2016_063l15, 74dc, f8b3, ecaade2014_038z9, 2982, 500b, e370, 4e05, cf7b, 0c9c, ascaad2016_057a23, e4ff, e1f4, sigradi2014_042o3, 0b77, b1f6, 9dfe, 6637, 5ded, ascaad2016_041f16, cd83, 1cbc, b5d9, acadia14_681aj, e4ea, 5fd6, ea5e, 17c7, e289, 2156, 7854, 4f73, ecaade2015_118b24, ecaade2014_226f59, acadia14projects_435aj, 5ef3, 242c, 047d, 0579, 16f7, acadia15_343j14, acadia16_382e24, e1c9, e774, ef7d, 54db, a237, 2b22, a0d7, 1742, sigradi2013_305, e307, sigradi2013_347r, 7d69, 3c15, 7a09, 366c, 84a4, 5efd, ecaade2014_100g23, 4be7, 10c3, 92fe, 8282, 4493, 6374, eff9, b6f1, 2184, c923, 52a3, fe2e, 8877, 037d, ijac201614102w2, fce3, ecaade2014_157e39, 851e, 6eb9, cb1a, f039, ecaade2014_011f2, 09df, 7f16, 847a, 85fe, ecaade2016_089f25, 1d8d, 1922, ecaade2015_35c7, 0582, 8c20, 5c07, 1fba, 849f, 864a, 2a3a, 45ad, 8b16, f250, e7b8, caadria2017_115p30, 2936, f831, 3a6d, ee94, b182, d325, cd9f, d424, acadia14projects_153al, d4f6, 5d87, acadia14projects_699h, 2a5a, ascaad2016_007o3, 0221, 8f46, c638, ac1e, 3c96, e6a1, 37fe, 4ddd, 105f, 759a, 3a42, 4691, f692, 2d61, bf25, d883, acadia14projects_229f, 19a9, 5c7c, e311, ecaade2015_171k36, 1a38, dfc4, 37bb, e7e2, e214, 9ef0, acadia16_12y1, cade, 9377, ecaade2013r_010r6, acadia15_123x4, 1e39, da65, 19b6, sigradi2015_sp_2.112n29, 3876, a66f, bb30, 26d3, e179, ecaade2015_114n22, ac70, 6d35, ecaade2014_177r44, d5b2, 9f2a, 761f, ecaade2015_287k63, 9621, 5389, 65ed, sigradi2015_6.151e8, ascaad2014_005p3, 4f97, 02e8, 14ce, 6d70, 01f5, ef2f, 8bd2, 2691, 9e98, 0d8e, 85eb, 0b3a, ijac201412408v2, c06a, 7596, 1e2e, ecaade2016_027b8, 327b, acadia16_214k14, caadria2015_156m24, d68e, 74e0, 9659, 89c3, 6bf5, caadria2017_074g23, b6e6, c5ed, 1c72, 72c1, 1b53, b7ec, 18ee, c31b, 9257, cd25, 6a70, 1c46, sigradi2015_10.317p22, 9e77, 0cee, 3d99, 1dab, 57a1, 8670, b159, sigradi2015_2.213y1, 4d7c, caadria2017_101k27, abfa, fa73, acadia14_531s, ff78, e34a, cfd8, ecaade2016_058b15, 73de, 99bb, 81e6, sigradi2016_809pp, 3d53, a5eb, e6be, a9d1, d4bb, a58a, caadria2017_136n36, 12ab, 59ec, ecaade2016_104z28, f65b, 4372, 7ce1, 895a, caadria2017_043h14, ecaade2013r_020o10, a85a, ijac201412303h8, e18b, 5412, 3f9a, d995, f60d, 561c, ecaade2014_186y47, 3b77, 9808, 8967, sigradi2015_8.47l11, c4c7, d7fe, 401d, 0dac, caadria2015_081j12, 8e15, 1944, 125f, 13a0, 231c, a582, c8ee, ecaade2016_067z16, 7e9b, ascaad2016_002n1, 9fc2, ee5f, 3a8a, 8c4a, c0d7, 22e0, 592a, 4541, 3928, f39e, 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acadia14_219f, c91f, 54d1, 84d5, b6b4, ec93, a6e4, bb81, 12d9, ecaade2015_129j25, 4b38, 610e, 031c, ff13, 4791, ecaade2015_22c5, a370, fed9, 387e, bc9d, 7535, b1ef, 6508, dae8, eafd, 318a, f991, ca1b, cb91, a78c, sigradi2013_117k, 4081, ecaade2016_147p40, 500000000, c8aa, daf1, ijac201614105o4, caadria2017_147x38, ca41, ecaade2015_127s24, 283f, 4f9d, d53e, sigradi2015_11.166w25, sigradi2016_779uu, acadia14_177ai, 69ce, cc9f, 0d13, 3f05, a2bf, 41b5, acadia14projects_579m, 0309, d19c, 3eec, e15d, acadia14projects_311t, b398, acadia14projects_199am, sigradi2014_169p4, aa8f, aca5, 28ad, 0419, 3045, 4e49, sigradi2016_507rr, 90ea, 5278, 768a, acadia15_57s1, ecaade2013r_001t1, fb79, 6695, 692c, sigradi2013_311, 7c96, ijac201614307o4, 800f, f258, f725, 1b87, 67ae, 3e9b, 8dd4, 5eba, 346d, 9f8e, 0f96, acadia14projects_487h, 5b19, f617, acadia16_140o10, f7f1, 74d3, 6db9, sigradi2014_345z8, 2b41, e110, 6463, 189d, b87f, acadia14projects_375ax, 35b9, b152, 3921, 0849, c23b, c639, c996, 7c68, 998a, 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1665, 158c, c214, 3aa9, 0ecc, db25, 0cb6, d476, 1446, d432, cd74, ecaade2014_055x13, 665c, ecaade2014_239m61, 6c32, 912a, acadia14projects_301h, 89a4, 4840, 5d99, acadia15_343e15, 730d, e0a3, f1b9, acadia14_365al, a176, 9324, d94d, ascaad2016_034h13, 6f3a, 4f3e, 1520, 0147, bb6d, f546, 7495, 7c0d, ceaa, fee6, 090e, aeb0, acadia16_308v18, f636, dcd7, acadia14projects_479aw, 5d26, 84e8, b8bc, 3e2b, 7ed0, 8a81, de62, e8d6, ascaad2016_033g13, acadia14_53n, 43a3, a565, ijac201412405r8, caadria2016_871p37, ac5f, 349b, 7ba7, 67fd, 0231, 353e, a117, 87a2, 1b60, c229, 7788, 4ab8, 7bf0, ecaade2016_102y27, fc5f, b071, b95b, 5714, b9ac, 0ff1, b2f3, ecaade2015_55g10, 6c6e, 81b8, e557, 7b0f, ecaade2016_bkog65, 3556, cd82, 57ab, 3a05, 9a9d, 914d, fdc4, c8a3, 68df, ecaade2015_138o27, caadria2015_194s28, 6199, ca32, acadia14projects_291d, 62dd, 11b3, acadia14_199af, ijac201412304t1, 5e03, f83b, 35a0, 28a0, 9d20, 8962, b09b, 3753, caadria2017_122t31, bcee, 471c, b798, 4989, 2746, ce37, ecaade2015_170v35, 3587, ba9d, 1af3, ac46, 983e, fc62, 5e8e, 14d8, 7bcf, 8bad, db85, 1704, eba6, e426, e532, b535, 5ff8, 87f8, caadria2016_239d11, 2e78, acadia14_125t, ecaade2015_241d55, 1c1f, 347b, f4ed, ad5e, cdd4, 1a7e, 263a, 2c79, acadia15_343v14, 7efa, sigradi2015_8.186k12, 8ddc, f88e, 3027, 7d35, ff75, c83e, ffaa, ad01, cb68, 17d6, caadria2016_549o23, 039e, 94ea, 8e1e, 96e0, fa1d, bea9, 9d8a, 93b7, 3eb3, 50c3, 5821, caadria2017_189i45, 50ba, 2c8f, caadria2016_819v34, 5991, 9d4a, a59e, 6061, 184d, e941, 1d20, a224, ascaad2014_014e7, 0208, 3c5c, 1290, 0183, 46e5, acadia14_91s, ce04, 373a, 51fe, 47d8, 7aca, 8ef3, 25a8, 27b5, e399, ijac201614204d10, 2bfd, 764b, 87e7, 2c5e, e6c2, cc62, sigradi2015_10.220c20, ddfc, f3d0, 4a6a, b5f9, ec68, 0ac5, bec3, edbe, 5561, 989e, 39f9, 512a, ecaade2015_261f58, ecaade2015_21y3, 93b8, 079d, caadria2016_725k31, b42e, sigradi2014_137h2, 3aae, 8f0f, ecaade2016_048v13, d0bc, 8638, sigradi2016_450pp, 0641, acadia14_339an, acadia15_110z3, acadia15_451w19, 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52ac, 80ce, 1d8a, ecaade2016_158h43, 8dc2, 4772, a209, f088, f589, 4063, c1c2, 1124, 4d89, 2f20, c539, 14ab, 311b, 9665, 3862, f521, af71, 6656, 9e0d, f461, 410c, 7a06, 28a9, 0bb3, 8d86, 3961, 2e1d, sigradi2015_3.209g4, 6ab0, 8c21, dac2, ijac201513305h12, ecaade2014_151z35, c47a, d009, 8702, ecaade2016_077u22, 1e3e, 3d00, c24f, 4848, 3dec, 4ef7, be2b, e742, ecaade2015_129o25, caadria2016_819s34, 480c, 1489, 4151, 0fb4, f89f, cd9e, 4476, 72ca, 2cf2, 1895, e1a1, bd50, acadia15_123j4, 63fd, b5fe, adea, bf7b, 4957, 8934, cb11, 8595, fe4e, bd4b, b056, f470, abd7, fb7b, b987, 97bc, sigradi2016_381k, 3cc4, 40d7, f56e, acadia14_101ao, 0222, d1ed, 9f3d, 4905, 63fe, 4c6a, ecaade2015_171z36, 87d1, 68a1, 7f0a, 539c, 959f, 0dee, d115, 34fc, 3f00, 08c0, 79d0, acadia14_63ao, b29b, f853, ecaade2014_086s20, b355, feb3, ecaade2014_156h38, 4240, e28e, dcc2, 43ad, sigradi2013_343j, c61a, 55e4, ascaad2016_002o1, acadia15_195x7, d78b, 74c6, 8ae1, b12c, f000, e561, ecaade2015_138h29, 2a8d, f28f, acadia14_479aw, c8fb, c4e4, 39be, 744f, 0f80, 6b8d, c0d8, caadria2015_065b8, caadria2015_081z11, a80b, fc98, acadia15_483h21, ecaade2015_59p11, ascaad2014_004h2, ecaade2016_068v17, ijac201614405e3, 76fe, e5c3, 1d58, b7d2, 10d9, 7ae7, ecaade2016_074v21, 61f9, 9d68, 1b05, ecaade2014_079v18, acadia15_395d17, a87c, 392a, sigradi2016_534tt, d018, a6e3, 0e31, bf6f, 9958, 2b84, 6830, 6629, 0d50, f073, b72c, db43, e407, 4d9b, 12da, acadia16_224e15, sigradi2015_10.7g18, 151c, acadia16_332z19, ijac201614407k4, 54ab, 19bb, 588f, 0948, ee44, 5705, daee, fae8, d211, b997, e9ea, ea3e, sigradi2016_479aa, 10bc, caadria2015_117z18, sigradi2013_366z, da62, 1278, 810d, 3419, 6c25, dfa0, 5566, e7eb, 3f10, 3dfa, 20fb, dd6b, 6131, e8bc, ddcd, cad4, fcfe, 53d6, 6319, 5288, a5a2, 5562, 6068, sigradi2015_10.177y19, ef2b, ascaad2014_005e3, 7728, 5c7f, 3a3b, 57f6, 5ecc, 872b, a70c, 6017, f1f3, 21dc, 6033, b81e, 6c43, 325f, ijac201614404a3, 4367, 64e6, c8e9, 3bde, ad99, 2774, a57c, acadia16_478l28, 8838, 7b90, 1f7a, fdee, 65ad, 5222, c2a3, 1566, ecaade2014_080j19, e5b6, e53e, ecaade2015_333b72, eb3f, 47ca, 2a45, 6b32, 3f54, ijac201614305s3, 2ddb, 41e4, e0d6, d9b1, 782b, d10b, 363d, 5abb, ae6a, acadia14projects_281x, 9c8c, b45e, ascaad2016_023c10, ijac201614402v1, 7f46, d9f1, 9229, ecaade2015_25k5, 1953, ab70, d3c5, e20f, 2081, sigradi2014_345d10, 6f5a, caadria2017_070s22, a6a1, ea6a, a8c9, 580b, e072, 748f, b6dc, caadria2015_168k25, 2957, 8d61, c16d, 688d, ecaade2015_196t41, c4a0, caadria2016_713z30, a86a, 8753, 01b7, 405f, ecaade2015_130c26, sigradi2015_10.307a21, c7de, e51f, c3ba, ecaade2014_167m40, 8088, 2b4f, ce8c, 5b2b, db29, 879e, caadria2015_206u29, 6b73, ijac201614305m3, sigradi2013_244n, c8cf, ecaade2015_196z41, 2d91, acadia14projects_333az, 01ee, acadia16_270x16, 366a, 8e2b, 1c80, b86d, ascaad2016_020x7, sigradi2013_263n, ecaade2014_239a62, dd50, 984e, 4f7e, 952e, 6a32, ecaade2015_227y50, b02f, 5f4c, a712, f7ad, d27c, 352e, 54c9, 7265, 9a1d, ascaad2016_045f18, 974e, caadria2016_105d5, ecaade2014_070f16, b03b, dddb, ecaade2014_226e59, ecaade2015_25h5, 833f, ba45, d02a, 37cf, 0c3c, 58dc, 3303, 2c83, 5633, 285c, ecaade2016_080y23, d6ab, caadria2015_105h16, b10a, sigradi2014_335t7, c3a8, 259f, f005, eb75, ijac201513104v3, 96bf, f3b6, 59e4, f8c7, 39fc, 4ef4, 6b60, a1f6, 17bd, f3d4, 2437, 13ea, 313a, 48d7, eb9d, acadia14_75d, acadia14projects_167ac, a534, ijac201614404x2, 142b, ecaade2014_206h53, ijac201412407g1, sigradi2014_159g4, 1109, cf77, 7343, acadia16_140v10, ce5f, acadia14_463av, d645, ecaade2014_049a12, caadria2017_096u26, 63a3, fa4e, caadria2015_126y20, ijac201412405l8, sigradi2014_282m3, 0ce2, sigradi2016_751mm, 2e71, 9807, cd64, 6560, caadria2015_203l29, 622b, e896, d581, 5743, a8ac, acadia15_137e5, aa46, f1ef, 11f6, 229d, 99af, 4f04, c883, 9ad7, ecaade2014_113d27, caadria2016_829b35, ecaade2016_068u17, 5013, ecaade2016_075h22, 9258, 7e7b, 8a94, caadria2016_311c14, sigradi2016_814j, bfbd, d7c2, a8e9, 18bd, 0b6f, 2d13, fc02, 8715, a5dd, 12b6, 10c7, ecaade2014_168s41, sigradi2016_659l, 1826, 6ee9, 5504, acadia14projects_627c, 7e73, 7a91, 5be0, f4ec, b2ba, f4b2, ec27, 7cf7, 714f, 2a50, a58c, cbfb, fbd7, acadia14projects_177u, 1c0c, 674f, 7207, ec65, 38f7, bf35, 532c, 21f3, 0caa, f2fd, 475e, 6d64, 5080, 939b, 9729, 5985, 7dc7, cb32, e4fc, 805a, e752, 7c7e, d5f3, c983, c752, sigradi2016_764j, ijac201614402t1, 10c1, sigradi2015_sp_8.284o30, dafd, ecaade2016_223c59, ascaad2016_044u17, d4ba, c0b4, e953, 6ccc, 74be, 9f52, caadria2017_165z41, c6f9, a0ef, 4c9c, a924, 5ca0, 8ed5, a027, ffdf, 03b5, c2a9, 70a7, 1a21, 92cb, acadia14_375h, 0779, 6cae, caadria2017_129a35, 61c8, ecaade2015_118s23, caadria2015_031n4, 8f88, cb55, 86d0, c616, 3c0b, 2acf, acadia16_98d7, 3378, f052, 818c, cab6, 8800, d0e7, ffe5, sigradi2013_101m, d63e, ascaad2016_028d11, 9952, 8b63, ascaad2014_008k4, d935, bd01, 07a4, 8c58, a3e3, 7c29, 0fc4, ecaade2016_027e8, 1db8, ead1, 0abe, 60ee, e124, 55a8, dbd2, bd1d, 8f3f, sigradi2015_11.166f26, ac15, cb3c, d1e9, ijac201614305g3, 9646, 8735, 479a, 6a6b, ece2, a714, sigradi2016_590j, 95e1, 76af, f3c1, acadia15_195y7, 035c, 6c8c, e149, 1d7b, caadria2015_102x15, 19c0, 3e6a, 09c2, 48fa, 24f7, e1ab, caadria2016_755r32, 1f1f, 1fce, f775, caadria2017_018y7, e6f7, 3da0, 30c8, 4d08, e835, 3c57, 219f, d72f, 76f0, 8e08, 53ac, 4554, ca84, ff19, 0166, sigradi2015_sp_11.303s31, 75d9, 5d94, 4682, 7cae, 434f, 8053, 6ec9, 2396, 6e72, 3bbb, a54e, d03d, caadria2017_110g29, 5418, 034f, d6e6, d4f4, caadria2015_181c27, 40b0, 84c4, b336, c1fa, edb4, 46f3, ijac201614203w8, 8b39, 5b67, cfb0, b319, c429, cac2, 3033, 3e1a, acadia14projects_317v, 4e71, ea76, 7c3b, 153a, e505, a896, 2bdf, 6e95, acadia14_647as, ac32, 1e16, fa8e, ijac201513203c7, 49dc, 0434, sigradi2016_732u, 06c0, fa22, a02c, caadria2015_090z14, 775f, ijac201614206v10, 61ef, d2c5, acadia14_579d, c49b, cf2d, c20c, fc01, acadia14projects_199an, 4529, dc01, 6d8e, 459a, dbed, eadc, f13e, 6472, 2716, ascaad2014_032r9, 13d1, f6fe, c07c, 2cb3, 3d69, ab80, c789, 8a1f, caadria2017_030e11, caadria2017_047j15, sigradi2015_9.152o16, 36a6, 6436, caadria2017_017j7, d6cb, fc0a, d003, 25c3, sigradi2013_222j, 4ab3, a16d, ecaade2014_024p7, ecaade2014_104z23, 53d2, 7fab, 6bed, 4f70, 3b8e, 03a4, be73, afe0, 427b, 8015, ecaade2015_87x17, f697, acadia16_488y28, acadia14_167v, a18a, ec3a, 510d, 3bd6, cb18, e3a0, ijac201614303f2, 7357, 0e8f, ascaad2014_008p4, e80d, 351d, 4efd, ecaade2016_234v62, d3fd, acadia15_483w20, sigradi2014_247j9, 9aa4, 37f2, sigradi2016_710ff, a39f, 4f87, 59a2, 4e66, 366b, fc2d, caadria2017_122y31, 0f3d, caadria2016_477c20, c555, 9190, 1ed6, 65a2, ecaade2014_143s32, sigradi2015_2.213t1, 4d87, acadia14_53j, c625, d930, 163d, adee, f465, sigradi2013_243b, e03f, 032d, 1b23, 40a0, 011a, e766, acadia14projects_555e, ijac201412201e1, e1a2, 7486, 385c, 58b3, 5459, 2370, 9173, 9b6b, edd5, e401, ecaade2014_111m25, ascaad2016_013f6, sigradi2015_8.189r13, 0fd9, a8b5, 2f19, 30e8, a3da, 779d, 3d61, 15ea, b26f, dbe6, ecaade2013r_004s3, d4b5, 81fc, f41d, sigradi2016_595nn, ecaade2015_229u51, caadria2017_033s11, 569c, fc49, 703f, cf73, a14d, 0d60, 4290, 06b0, 64db, 3bc0, c45e, bb92, sigradi2015_9.152c17, eb8d, e34d, 4754, 0446, 51ba, ecaade2015_241r55, a05a, dc7a, 7a30, 0496, sigradi2013_52e, f899, 092a, 1243, ecaade2014_137c30, 1600, b7b7, a273, 0c66, 9c22, ecaade2014_182c46, 8885, ijac201614203d9, 0ef3, 307a, b1db, 3687, 981e, 3302, 70ac, 83ec, be22, caadria2017_118f31, c424, sigradi2014_345g10, caadria2017_058e20, 0f8a, 0018, 6543, 8168, 0b10, 7079, 9a20, ascaad2016_034k13, b56a, 0fab, 57fc, 57a5, bfa3, ea44, ecaade2015_334v72, 5fcd, ecaade2014_199w51, 0370, ba50, fe72, 0255, 79ad, c038, 8551, 12e0, 85cb, acadia14projects_589g, 5e34, a97a, 5b37, 7b72, 7f95, 1886, ecaade2016_078w22, d76b, ecaade2015_215s47, 0a50, 0a00, 3d1e, 4b29, f483, e221, 938d, ecaade2016_129f36, bcd7, 9b6e, c0bd, 945c, c9f9, 1256, e2f9, 4174, e628, 0b42, 6156, a6df, d6a6, 731f, 2e76, c7b0, 32cd, ijac201412403z6, f790, b23d, 93af, 8a87, 68f9, caadria2017_175e43, b482, c750, 6b77, 0a9e, 7ad0, 900b, 140e, c096, 87ae, c42c, 64d0, 78a7, c2af, f163, sigradi2014_335u7, 3ce8, 0a11, 150d, 138f, acadia14_579g, 8fb1, 6341, 726a, e8b1, ecaade2015_194e41, 4f30, aa03, 00f1, 5900, c95d, fa97, 07d8, 3a24, 3ca6, fb47, 1e7d, 8156, ecaade2015_201w43, 665d, 8d10, c0b8, fe25, ecaade2015_246x55, 136a, ebe0, 0a64, fe6f, afa0, 7bc9, 7325, 158b, 4258, f7c5, 2918, c931, e468, d440, c4ec, 7615, 4250, ca57, 6ed6, 9cd9, 8a34, 67b2, ebe7, 52da, bbcc, d7dc, acadia16_130j9, 9080, ascaad2016_018g7, sigradi2016_375j, ceca, aa1c, 9b76, 33dc, 5bd2, 65a4, 9009, f96c, 6f6f, 3b3a, 09b2, d8a3, dd34, ca93, sigradi2013_30z, bf5d, 7a05, 2248, a4cb, caadria2016_651e28, acadia14projects_531u, d162, 6d80, caadria2016_085e4, 00a1, c00d, 44dc, sigradi2013_194z, 4ec9, ab0e, 41a6, ecaade2014_143o32, f4bb, 426d, bf3c, 073f, 0cb0, ec2a, 0a1a, caadria2016_839m35, ecaade2015_130d26, 6dfa, 0f89, 38fb, 08ba, 1876, 96c6, 3ff0, 99d1, 5a7c, ascaad2014_013y6, sigradi2015_sp_2.112f29, sigradi2015_6.183m8, 9797, 29f5, 61ae, acadia16_62r4, 310b, 98d9, 6153, d524, f266, 8d95, 1113, 3a15, 9eff, 8893, ab33, 27fb, c026, ef1f, e196, sigradi2014_164m4, 1679, 5992, ecaade2016_127g35, b02e, 10f2, 733b, b849, 3157, caadria2016_445a19, d551, acadia14projects_135w, 73e9, 3663, c735, 2cca, 3e47, 999e, e084, sigradi2015_3.394e6, 6523, 496a, 96ea, ccbb, caadria2016_135y5, sigradi2015_sp_4.275v29, ecaade2016_045m12, 2dd1, 304b, 89dd, 2194, ecaade2015_15z1, 6119, 4c8e, 13f5, a331, 7459, 029d, 61a3, 6d34, ecaade2016_157a43, 57a8, sigradi2014_048c5, 41c8, 155c, ca8c, f498, f9e2, 7727, ce49, d9a9, acadia14_199ar, d578, 1f8d, b2e5, ce94, 8ed3, fd5f, 872a, 664b, 87b3, sigradi2015_sp_8.284r30, 8167, 3ab0, ecaade2016_136r38, 63ee, 91ce, 4392, bb15, edea, 077e, 08a7, 6d38, 0b5a, e4a0, a364, 4730, 31e1, sigradi2014_155z3, 29df, 3546, ecaade2013r_018e9, e486, f5e3, ce68, 4934, 97cf, 187e, 151d, 75ab, ijac201513302w9, 6683, e966, 464b, c223, ad4d, 1458, f290, 5799, 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