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

authors Saunders, Rob
year 2002
title Curious Design Agents and Artificial Creativity - A Synthetic Approach to the Study of Creative Behaviour
source The University of Sydney, Faculty of Architecture
summary Creative products are generally recognised as satisfying two requirements: firstly they are useful, and secondly they are novel. Much effort in AI and design computing has been put into developing systems that can recognise the usefulness of the products that they generate. In contrast, the work presented in this thesis has concentrated on developing computational systems that are able to recognise the novelty of their work. The research has shown that when computational systems are given the ability to recognise both the novelty and the usefulness of their products they gain a level of autonomy that opens up new possibilities for the study of creative behaviour in single agents and the emergence of social creativity in multi-agent systems. The work presented in this thesis has developed a model of curiosity in design as the selection of design actions with the goal of generating novel artefacts. Agents that embody this model of curiosity are called “curious design agents”. The behaviour of curious design agents is demonstrated with a range of applications to visual and nonvisual design domains. Visual domains include rectilinear drawings, Spirograph patterns, and “genetic artworks” similar to the work of Karl Sims. Non-visual domains include an illustrative abstract design space useful for visualising the behaviour of curious agents and the design of doorways to accommodate the passage of large crowds. The design methods used in the different domains show that the model of curiosity is applicable to models of designing by direct manipulation, parametric configuration or by using a separate design tool that embodies the generative aspects of the design process. In addition, an approach to developing multi-agent systems with autonomous notions of creativity called artificial creativity is presented. The opportunities for studying social creativity in design are illustrated with an artificial creativity system used to study the emergence of social notions of whom and what are creative in a society of curious design agents. Developing similar artificial creativity systems promises to be a useful synthetic approach to the study of socially situated, creative design.
series thesis:PhD
email rob@arch.usyd.edu.au
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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ecaade2016_040o10, 9d7e, 4e5f, f87f, 4613, 145f, a6cc, 6c90, caadria2017_074i23, eb05, 05da, 23fb, ecaade2016_185h50, 8056, d0e3, 02a0, 8d94, 53d1, 408a, 46ee, 6dcb, acadia16_54w3, 0a8e, 1073, ecaade2014_052t12, fd3c, 3911, 9e75, 8dcd, ecaade2014_192f49, be3f, a03d, 86f4, 6043, 78ab, 50c0, d590, 7bf5, 8d31, e828, 8f62, 2506, 7c28, b759, d41a, ecaade2014_057b14, d45b, cb88, aaf9, d5d5, 8b4c, 07eb, 031a, e55b, e3b9, f487, 60d8, d76a, 9f7d, sigradi2013_202, ecaade2014_079w18, 9af1, ecaade2015_139z29, caadria2016_703k30, 6949, c877, ce10, 8809, 87a0, c8bd, acadia15_251k10, 2ad9, 9c6b, ecaade2015_217m48, d915, e07f, 7714, 7aa7, caadria2017_124v33, acadia14_189aj, caadria2015_067g8, caadria2017_055r18, sigradi2013_313s, 5a9d, caadria2017_182o43, c1dc, 054f, 3a41, ecaade2015_332s71, b439, 3d88, c0f8, ecaade2016_223r58, 1b76, ec45, dfa3, 4c3f, 40d5, caadria2015_206e30, b227, 5cde, ecaade2015_18x2, bda0, d2f4, 3ab4, d622, ijac201412405p8, ecaade2015_118z23, 0824, b827, 0bb4, e904, caadria2016_777x32, 94fa, e018, ecaade2015_285e62, ecaade2014_232v59, 088c, sigradi2013_425, d8a2, 7fc1, acadia14projects_339ax, caadria2016_725g31, ijac201513105i4, sigradi2014_213v7, ecaade2015_138e27, 62d0, 0cb3, 9543, b0a0, e628, ecaade2015_33m6, 97ba, 9536, db16, 4e83, be22, a80c, ecaade2015_306j67, ecaade2016_118n31, 1c46, 0a19, sigradi2013_268h, 8920, f3b5, d676, 2627, 9488, b13c, 3eee, ascaad2016_016v6, 86a2, 065c, 601e, a539, d972, 630e, ecaade2015_170v35, ecaade2016_mrtf66, 791c, b568, dd8a, 6c48, ecaade2015_139a30, e381, sigradi2015_13.181t28, 304f, 1387, 1d5c, 8d21, 7189, 0b06, 6ab7, 6c2e, 4f82, 4933, c9f9, 933f, c25e, fe8d, fbdd, sigradi2015_6.151c8, 6623, a57e, 5e65, b392, c7b2, 6277, 747b, acadia15_357l15, 7c88, 82bc, bec4, d4a0, acadia14projects_79x, cd54, ca24, 045e, 427c, 350c, 4cb6, ba80, 8498, 0e9c, 5957, ecaade2014_197g51, 1d7a, 16ba, ascaad2016_028m11, caadria2017_030z10, 7591, cdfc, 8a8b, 09d4, db99, b347, acadia15_357p15, e149, sigradi2013_259h, caadria2015_226j34, caadria2017_030y10, 3ebc, 8e05, 7f46, acadia16_88m6, 4870, 129a, 2ca6, 0755, 1a40, 76bc, ecaade2015_194o40, 5498, sigradi2013_267c, caadria2017_124p33, e5e6, sigradi2015_3.209a4, b68d, sigradi2013_303j, 0a32, 7722, 427d, f4b8, dbf6, 38cd, d18b, sigradi2014_339w7, caadria2016_219g10, d3dd, b96a, 872e, d7d9, d084, 3d90, ecaade2016_114i31, f7fc, 2420, d1a4, 4c36, ijac201412408x1, 9dbb, 9ac4, 39e8, 5899, 9e54, ascaad2014_001j1, 2dc2, 4d9f, 8dec, 4d05, 8223, 1baa, 0307, 25b1, acadia14_311u, 7ae3, acadia16_342c20, acadia14projects_33an, 93fb, caadria2016_333v14, 956c, b6ab, 4471, caadria2017_051e17, caadria2016_861c37, 9ba7, acadia14projects_699o, a90e, 4954, 3a0f, 2e25, da34, a668, acadia14_101s, a684, 895c, e4e7, be58, 0d1a, 454f, sigradi2015_sp_10.311k31, 2c95, aa2c, 7d79, 88b4, 1a9b, a478, 1943, c250, 120a, a434, 1d9b, 54ff, b4c0, 93c3, 2e8e, 9c3d, 5117, 95b2, b48d, sigradi2013_194n, d80d, 7739, 2609, 8d30, c860, af55, b1fd, 8240, 4a4c, ascaad2016_004h2, 2cbc, 3d23, b377, 5168, abbb, c551, acadia14projects_601ad, a8c3, ecaade2015_53p9, ijac201614404b3, acadia14projects_365am, 0471, 7539, acadia16_414w24, aa47, cd70, 1e2a, ecaade2015_48y7, sigradi2013_386p1, d15b, 5e02, b935, 6923, 7400, f3b2, 65a6, sigradi2013_189j, f996, b7ef, 25cf, dcc1, ecaade2014_214h54, 6fad, bd22, 7abd, acadia16_98i7, 861c, 2bbf, 72f4, 8ead, 7824, e1c6, 20d9, 6058, 45d9, 0a61, d33f, 627a, ecaade2016_062g15, ce4d, 09f7, ecaade2014_054t13, ijac201614306d4, 812b, 4adb, 1d9e, 23e5, ac24, 679e, 61d8, a5f7, acadia14projects_463ay, ascaad2016_035n13, cae3, ijac201614307j4, 7e61, 6d1c, acadia15_469o20, 6fbe, 0bd8, 6084, 623f, ijac201412303h9, ecaade2014_072o18, 4163, ijac201614102z1, b1d9, c371, 7d4e, ecaade2013r_018n9, 172d, 82c0, 1240, 37cb, ecaade2015_171l36, b253, 2a65, 4583, ecaade2015_180o38, 4ef7, 89cc, f4db, 6939, c93e, 4073, d4e7, ijac201513103a3, sigradi2014_132p1, acadia14_23u, 49b9, 2d65, sigradi2015_3.268j5, b801, 02c9, 926c, 7e00, acadia15_161d6, 66a3, 1ad0, bdab, d824, acadia14projects_189ax, sigradi2014_103x8, 2af4, 1a5b, acadia15_497h22, 59b5, 979f, 31e8, 3b6d, 667b, 8b2b, dfde, 32d4, sigradi2015_2.162r1, caadria2015_081y11, 0925, 047c, acadia16_124i9, bf4d, sigradi2013_117u, 25ba, 5b7a, d03d, 0c64, 38f6, 19e7, e7cc, 5972, ca7b, 6a28, ecaade2015_195g41, 1dd2, 855d, 796d, 26a5, ac7e, ecaade2016_068z17, acd5, 4b0a, 2b5c, e3b4, acadia14projects_339ae, c7ba, 5c23, e831, 5058, f06e, b51e, sigradi2014_032b2, 56a9, f88c, f9ab, c9bc, 83ac, ecaade2016_167s47, 1997, 10ca, 0f93, aa05, fdac, ijac201412303i9, a82f, sigradi2015_10.140s19, 3857, ecaade2015_227o50, a5ad, 9124, ijac201412201l1, ecaade2016_230l62, acadia14projects_479j, ijac201614402z1, ecaade2015_171i36, cb27, ecaade2015_333d72, a050, 17bf, 5e00, 32e1, c87a, db73, de78, 7e1d, caadria2017_070s22, b9c6, 1ddd, 4a68, 5cf4, bdd6, 0da2, a4c1, f199, 8fbd, fdc2, e0f8, aa7a, 6f43, 2fdd, 55f9, a43c, d3bb, 7297, bf7a, 2f17, eab3, acadia14_267k, 32e6, caadria2017_027o9, 10d9, acadia14_579aw, ecaade2014_149c35, ecaade2016_193p51, f230, 7266, d544, 9e0e, e954, c8fe, a9f2, af11, ecaade2014_192g49, 6eb7, 9d91, a873, caadria2017_110k29, f89c, 43c8, 52c7, ecaade2013r_004u3, f6f3, f65e, ec13, sigradi2013_155k, db07, 9ecd, a733, 2914, c42f, cb16, 82b3, aeba, 94a5, sigradi2013_414t, 1059, 070b, 3878, dde0, 8564, ce0b, 639f, d8e9, c52e, ecaade2016_222z57, daf8, c0b7, c452, d024, 12f9, sigradi2015_8.47i11, 84fa, 6717, 3a3f, d0e0, 6e9b, 3ad7, 25e8, dca8, 60ff, c6c5, ff05, 8740, acadia14projects_463h, 5262, 18d9, ea0a, 15df, 442f, ef9f, ecb0, 1980, 5e1b, 9e2a, f58f, 3d86, 4ffa, 261a, e7ee, 6dec, 7271, ecaade2015_304y66, 8222, 2798, acadia15_173u6, 70b5, dbcf, 6958, 7fc3, 8760, 39dc, 799e, 8e7e, ascaad2014_029i8, 6907, 087d, 5a88, 8b0d, 9076, 6995, 0d9f, 1f79, 81cb, 647b, b15e, bdfd, 6486, 80c1, ecaade2016_152r41, 2501, 8ff6, 525f, sigradi2015_sp_4.388a30, e0db, d2bc, acadia16_8e1, e24a, 9805, ecaade2014_038i9, 7de3, c900, 44d5, 2461, 4a4e, d31c, 8309, 5fa7, ecaade2013r_003t2, c1af, 0061, d7f6, caadria2016_797v33, b013, 4743, f707, 1d5a, f5c9, ijac201614402o1, 3e25, c66c, acadia16_478t27, 7a59, bb1d, a04f, dffe, aa9c, 1951, 61f6, e9f8, 8672, c75a, d2a7, 136b, 84a1, caadria2017_079z23, acadia14projects_153i, 3e24, caadria2017_005k3, ijac201513206c9, 2b31, ecaade2015_21n3, 3bac, 8855, 6257, acadia16_34j3, f8b7, 6ad9, sigradi2014_049i5, 5081, 5451, 6709, 0eb8, 2f93, 48ca, 469a, 236e, 2a68, 36e1, ecaade2016_025f7, ecaade2015_205b45, sigradi2013_381k, 0472, e1cd, c96e, 4f21, a458, 8374, ascaad2014_017b1, bff6, af2b, 7ba7, ef25, acadia14projects_111m, 3ce1, 4bc5, 110d, 878d, 35c9, ecaade2015_229n51, 2f84, b13b, fa46, ff24, d847, 44b3, 5d0a, e7bf, fad6, acadia14projects_609ah, ce62, 6725, 1af1, bae2, 1b32, 9fae, ecaade2016_213t54, acadia15_123r4, 699a, d13c, c8fa, aa1b, 34b9, e390, 8e63, 615c, acadia14_627av, df07, 87a8, ijac201412407g1, bd55, sigradi2013_375, 73be, 6cc0, 2c23, caadria2017_095d26, 886b, f5bc, d18e, 3392, c1b6, aab3, 13b4, 27ec, a71a, ac31, 568f, 0c82, ijac201614201o6, b384, b4ad, 22be, acadia15_211s8, ecaade2015_325y70, 3aad, 27b5, e44f, f7c3, 53df, feee, acadia15_123l4, 1cee, 9c14, 4d61, ab8f, ef2c, 276d, baea, 0e7c, 0fbc, a93f, 39e1, 2b4c, fd1d, 0e79, acadia14_229h, 9b19, 2029, c359, 91f3, sigradi2013_326n, 7457, 1d94, c386, 0c02, 0081, acadia16_270e17, 0b1f, 3c43, cf7c, e186, e8ff, b325, 37a7, 2415, 5a08, 9a21, dee7, b1d1, b92f, acadia14projects_463s, 040d, 30fb, 1298, d38c, 2d89, 0dc2, 2c09, 7038, a185, ba8e, 4f6b, acadia14projects_589l, 8807, c581, acadia14projects_627al, 52e9, 7b9f, b0c8, acadia15_357s15, acadia14_473ap, e2e8, aa5e, ecaade2015_284z61, ecaade2014_163b40, ecaade2013r_012r7, f830, 7a1c, d700, 3f79, 6e3e, 61f5, acadia16_244u15, 7159, 21a4, 429c, ecaade2015_53f9, ba0d, 9822, bf38, ca49, d5be, 1e7a, 2135, ijac201412407x9, a86b, 2a44, 32a4, ecaade2016_132y37, c74b, b4ce, ccd1, 966c, 7b9e, sigradi2013_400o, e1a3, acadia14projects_43ap, e0e2, 2ee8, 6efb, acadia14_101ae, 0957, e872, a737, 4894, acadia15_451f19, cdd2, ecaade2016_203e53, 0ff3, 1fb7, 6f69, 6636, a477, 2292, 4de3, ecaade2015_28z5, acadia14_555h, 193f, d75b, ijac201614206c11, aeec, 5ca8, ab7f, 7c80, 3a5e, e3e1, 06e0, c01f, aae3, 5f15, 14b1, 659c, c75c, 04d2, f555, caadria2016_881c38, 1615, b153, 1d90, f764, 02c0, 9213, acadia15_451c20, sigradi2013_243b, ecaade2014_156d38, 8baa, da70, d281, sigradi2015_sp_2.112e29, sigradi2013_400p, dff5, a7d5, 3f4c, 6318, 3b4b, 0cef, ijac201614302h1, a592, 9fd5, ecaade2015_296r64, sigradi2013_43a, 2dc8, 62bf, 2481, f528, 274e, 0406, 111c, 23c0, 3836, 157d, 3dcd, 26d6, c90a, 921e, 46dd, caadria2017_056y18, 10d3, 3e6f, 2cf8, 8ca0, 858b, f2cc, 2a5f, ecaade2014_202s52, 1ae4, 73b4, 45fd, ecaade2014_214l54, 9383, f897, 6e12, 91a5, cd90, 3418, ecaade2014_149v34, 2b53, 9eb8, 514b, 0f1d, ed47, 6441, 30ab, 5517, ecaade2016_123v33, da30, ccd0, caadria2015_069s8, ijac201513102m2, 23ed, b277, e997, cb25, 8a87, 01cd, 53f5, 3ac3, ecaade2014_182w45, 2e1b, ca06, 7165, baa7, 162c, 12fe, fbe3, e188, acadia14_627am, 8fca, b782, 3ecf, d152, 2425, fd92, bbfb, caadria2016_777c33, 3c75, 1b6b, 89b4, ecaade2015_109w20, 505d, 650a, e8e2, ecaade2016_222t57, 1635, 29e0, ecaade2016_019n5, 1a36, ascaad2014_033y9, 232a, acadia16_88u6, cb5d, a8c4, 6bd8, e1f5, f4aa, ijac201412303f8, 9906, 144c, 76ad, ecaade2016_241j64, 7ccc, aaae, d29f, 188f, acadia14projects_145l, 535e, 3d0d, 6c01, acadia14projects_63al, bdc0, b5cd, acadia16_224s14, acadia16_470r27, 4f06, 7712, 7558, ae93, 609c, 2b25, 6b79, 0674, 5fa4, aed8, d01d, 7990, ab23, acadia15_173t6, 7f8f, 3f7d, eb82, 48a5, 57e6, 6dc5, 50ce, ascaad2016_032v12, 01e3, 4762, 9318, a03c, ecaade2016_013l3, 9a72, 9c0c, a864, df01, 210f, bf28, 05a2, 967a, 7eb9, caadria2015_126z20, ecaade2014_156h38, 05b9, 16ef, a61b, 1733, d84b, f0a8, acadia14projects_135aa, caadria2015_070a9, ijac201412405d9, sigradi2014_263y9, caadria2017_052t17, 34c5, ascaad2014_019b3, 0170, sigradi2015_2.162p1, 599b, caadria2017_062y20, c8ce, caadria2016_383n16, cb71, acadia14_23aa, 7945, caadria2016_497a21, 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ecaade2014_195p50, 955b, ecaade2014_132i29, bb6a, f4dd, caadria2017_001d1, 0f70, d7a0, 0184, f013, 3d58, 922b, 8e1b, 82f0, 4148, 4dc5, 9057, ecaade2014_042j10, 2d7d, 0c58, 7135, 8750, 7df0, ecaade2016_ws-dleadf68, caadria2015_099p15, 91f0, 4fa7, ecaade2016_147r40, c2e1, sigradi2015_12.107f27, 6594, 3dd0, 549f, a73f, caadria2016_301o13, 19d1, 0def, 4f1b, d8ec, 8f95, 5cef, d478, a4bb, caadria2016_559x23, cb68, 9b5c, cadf, fba9, ebec, d8ac, 47ae, c576, bb69, e5cc, 6322, e482, caadria2015_203h29, bcde, ijac201614201w5, caadria2016_405f17, e313, 23cc, 3af9, 1587, caadria2015_096m15, 3a9b, 9056, 949f, 3d7b, 92c6, ijac201412408n2, 4097, 4fe5, 467c, ad54, 0b84, 2f1d, 3bf7, 7825, 70a3, f4b7, caadria2016_085g4, ecaade2016_065c16, e200, ascaad2016_003w1, 4044, 42e0, 0054, 4bd5, dfea, ecaade2015_109z20, 3e63, f439, b5d9, ecaade2016_217z55, 619a, acadia14projects_247n, dccd, ecaade2015_81o15, 5606, d760, ac63, a007, 111b, 0c5f, sigradi2015_sp_4.388y29, 532a, 5293, 93e3, d003, 0826, 06a3, 79ae, 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ijac201412306b3, 08d2, 9980, 3de8, a537, 2410, db03, ijac201614405d3, 2229, da8a, 6931, ascaad2014_016h9, acadia14_507ae, 24bf, 3d94, 877a, a695, 9c4f, d6ec, 778b, ca82, sigradi2013_243z, 5054, 03e6, 01a8, 0a23, 0638, daad, 446a, 7e3e, d7b3, 058a, 586e, ecaade2016_132v37, 9036, dc28, 6361, 5b0c, ddce, ijac201614203w8, 7a36, 6d7c, ascaad2014_005v2, 9ba6, ecaade2014_226h59, 6ba2, 8299, 8193, 624a, 3fda, ijac201614404y2, ascaad2016_041g16, ijac201412201e1, 885e, b0e8, f867, 1965, b6b0, ce4e, c3b6, 2da9, fcb5, ade1, ca67, 1888, 9fed, 099a, 2780, 406d, 7cea, 012d, 6060, ecaade2016_119z32, 9873, a38e, 46db, 39b1, 1171, 6aeb, ecaade2014_111d25, ecaade2015_241c55, 0137, 0a4d, 0d85, 0ec4, ecaade2015_13r1, 8347, 5f86, a0de, c215, 6840, 37dc, 3565, d015, 7f9b, 1a55, 9537, bffb, c6a4, 686d, acadia14projects_347at, 5738, 80c7, e65f, e871, 4b00, 4853, 432f, 6700, acadia15_81z2, bbc1, 4516, sigradi2015_8.81u11, sigradi2014_313j6, 4d1f, ecaade2014_175z43, bb8a, 7da3, eccf, be5d, bff7, 6809, aae5, acadia14_681al, f6e4, 205f, ijac201614405r3, 17b9, ijac201513206z8, ijac201614404z2, f218, 4fca, c50d, b3f6, sigradi2013_117a, 3ffb, 08bf, 338d, aa39, ecaade2015_27t5, 15c2, caadria2016_549s23, 2749, acadia14_375f, ecaade2014_029a8, 4267, b152, 0209, 128b, 5923, caadria2016_291o12, abb9, e58e, 5fe1, 26d2, 71eb, e7da, 09b0, e637, 01af, 6f02, 7e3f, 4d5d, c532, ecaade2014_071z16, 0b90, 08d6, caadria2016_157x6, 6974, 82bd, 2dda, ecaade2015_302f66, 5a91, bd6d, bebd, acadia14_33ak, 15f3, 99db, af8d, 53d8, e631, 9050, e36d, 6b74, 7534, 5949, ecaade2016_129w35, bace, a268, ecaade2015_22s4, ecaade2016_217i56, 4be0, 6ad7, cac6, 8158, 0084, a18b, c3ee, e70c, acadia14_435ar, ecaade2016_085m24, c152, 25dc, ee2d, ecaade2016_119s32, acadia14projects_333av, acadia15_483o21, ec40, ed1b, 4cb5, 4161, e593, 682c, bb8e, 617c, 0f17, 3f56, 7bf2, ijac201513303b11, 701b, acadia14projects_43ag, ecaade2016_072i20, c404, e2b3, ijac201614208j13, bd53, 2e42, 89cd, 3a76, 1285, c179, 9d70, ecaade2015_336e73, 3726, 1610, b7cd, 06af, 7f19, 5f89, cb28, 6721, 18db, ae3f, 2628, b05c, 94cc, 11ea, 16b5, ee67, 54ec, 2081, fd08, abe9, fc96, acadia14projects_531p, fc0a, 8719, 8e39, 4143, bb17, eb91, caadria2017_008e4, 7f4c, 5a87, 692d, caadria2015_023x3, 9dbf, 131f, 2746, 5b33, 1ef2, 1084, 17fd, ijac201412202u1, ad8d, b0de, b348, 33a6, 5836, ef50, 01be, f085, bbb0, bf0f, a532, bf34, 8080, 5c78, 89a8, ascaad2016_017c7, dff4, 9063, 122e, 4413, 160b, ascaad2014_023y4, ecaade2015_194a41, 0554, ascaad2016_023s9, 3d26, 69ee, caadria2017_113v29, abf5, 0b99, b4c3, e4f4, 3cf4, acadia16_352h22, da93, 6988, 330c, f03c, acadia15_395c17, 61a6, 79db, 193b, 4581, ecaade2015_158u33, 616c, a79d, d812, 0233, d044, 8e02, 8dc1, ecaade2015_61g12, 9791, 5eb4, 93f6, 991c, 5150, d93a, 46f6, 99a2, 7139, 8372, ae5d, 4b36, a243, sigradi2013_208, 1855, 5b4c, c639, a523, b43b, 9a81, bcf7, 1bd5, b177, b1fa, 7a91, ascaad2016_041k16, 4325, 6086, fefb, b33d, 77e8, 708d, ece2, 78a7, 1e48, 8a80, 34b3, fd5a, 4b75, ecaade2014_226z58, d17a, 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d846, cbec, 3f8b, f339, 7981, ijac201614405i3, a769, 3913, b8a1, c850, 482f, sigradi2014_276u2, 72d6, 5b4b, 8c1d, 18d4, a60f, cc97, 72a7, caadria2015_218s33, a3a1, acadia14projects_479ap, b5a8, b987, fe2a, 27c5, 5012, 41a2, f27f, 03dd, 055b, 9fde, 1c35, ecaade2016_011c3, 030b, 908b, 1bed, d0ac, a412, a2cf, 87f3, 3824, 2d2c, a443, 5cb3, acadia16_382f24, 73dc, ecaade2015_59p11, 2597, 84b1, 75bf, ecaade2015_211b47, 141b, d63c, 3c68, d056, 3c90, b877, 37ed, ecaade2015_144i31, 4006, 5459, sigradi2013_387e, b34f, ijac201513205o8, 9e82, ecaade2016_017s4, 2633, ijac201513206s9, e87f, 5528, 5129, 9591, 6b44, 8712, 8198, 7d3d, b231, 9758, a920, fbe5, acadia16_344m20, 2a7f, 9845, 1282, c76e, c542, ijac201513203c7, e34f, 7e9b, 4a17, acadia14_53p, 3713, 4996, 0c6d, 1114, 0a8c, 3f76, sigradi2015_6.42a8, feb4, ecaade2016_tkow66, 3ebb, 4ac3, b164, 1b24, caadria2015_014k2, ecaade2014_024l7, f44f, 14f0, af56, 56de, 6858, acadia14_267p, ddf8, b610, 45a0, a9cf, ecaade2015_269i59, ecaade2015_317i69, 3d2d, 9d40, 473c, d5ad, be08, a7cf, 2e3e, 502f, sigradi2015_8.289g15, 1f35, ece3, ecaade2016_230s62, c7a4, a614, a8f5, 2108, c31b, 87b3, caadria2017_174r42, acadia14_699l, 3307, 3675, bcae, 6efc, ecaade2015_227s49, 16e4, a427, 56d7, 4892, c4a8, c74e, caadria2017_029n10, 7f39, 6ed1, ced3, 906f, 68e7, 38f7, ecaade2014_233h60, 433a, 8367, ee6d, 8cad, 1463, 4c8d, c6ff, 5984, da5d, 7c41, caf5, f7ae, 152c, 8761, d08c, 6d31, ca6f, 71ae, 91a0, 65ff, ea2c, acadia14_281w, 79a1, a98d, 4c4b, 0e23, 79dc, 7a62, e921, 9a69, b1d7, 5b94, cbcd, 1348, 127f, 3768, 66b1, 990c, caadria2017_101n27, 9927, c9dd, e25e, 8c75, 5fa5, a88a, 62b5, 1f65, bf05, 9296, 1526, 54c0, 3e5b, f76c, f9c1, 56af, bb3f, 362d, a7e9, ijac201412201f1, 93ba, 91bf, 93f4, 40e7, 3b5f, 0788, a711, 6797, 4dbc, 9a20, 1ae8, d18c, ascaad2016_021h8, f763, ddf6, 68e3, 710e, a3a8, d04f, 9e48, 9078, sigradi2014_213b8, 7b9b, ecaade2016_025k7, bbe8, ecaade2014_138e30, e400, f045, 8698, ijac201614203a9, 3fb3, d440, ascaad2014_020p3, acadia14_637ah, sigradi2014_345m8, e44a, 0d75, 11a2, de59, d696, cbd6, acadia14_153al, 1e09, 5e52, cae8, acadia14_479j, ab86, caadria2015_156h24, 92ab, 9094, 8065, 8754, acadia14_619av, 9d4e, 24f5, bcf8, f698, acadia14_473ao, acadia16_270z16, f60e, f515, e262, 3853, fa41, 3efc, f480, d29b, 0c8c, 1e4a, 3004, f45b, 5103, acadia14_43ah, dd89, d1ab, 2f69, 46b7, 0a47, ascaad2014_035p1, d9a2, 0ad2, 3934, 6c9e, 7a1e, 8d29, 4451, cf35, db83, caadria2015_014y2, 1c96, 713d, 6c20, 6c13, ecaade2014_225j58, ea09, d878, 6fc7, acadia14projects_719b, f0b9, ascaad2016_001a1, 1e4f, 2fb9, bbcf, 264e, ecaade2015_115y22, 8fd1, 8331, 08b9, 3d18, caadria2017_094t25, ed58, 0314, c3c3, c5b0, 41fc, cdd8, caadria2015_081f12, acadia14_153am, 2b6e, 0b2e, 603a, 871b, b798, 52fa, c9eb, ecaade2015_118a24, bcea, caadria2017_113m29, eaf2, 64b7, acadia16_280x17, 8d54, 3a63, 5581, c8dd, 265f, ecaade2016_072o20, 415e, 53e3, 5c44, 1638, 6b6f, 0511, b528, caadria2017_029h10, ade5, 5913, 4026, 60ba, f567, eb32, acadia14projects_101ab, ecaade2015_329l71, ascaad2016_038e15, acadia14_435ag, ijac201412204n2, ad3b, c73f, ecaade2016_123g34, f151, 7956, 3a50, 16d6, 2417, c1f1, d9a6, 23d0, ecaade2014_195r50, 3c2a, cd77, de4f, 5aeb, acadia14projects_375b, fdbf, 7e87, 537d, acadia14projects_33af, cdba, e15a, sigradi2013_342n, 0b71, 0bf4, 0d8b, f93e, 28c3, acbd, 73e3, d979, 84b6, 3065, c170, 8b3e, ecaade2014_044a11, 6d0e, a228, d49a, eb04, 0b49, 6878, 9674, 0acc, 51c4, 1a63, df60, b902, da79, 0fac, a247, 4825, 2b36, 7f6b, 3f51, d237, f41f, 5155, acadia14_435au, 1b22, sigradi2015_4.219j7, 06ff, 8f93, d07b, 8add, ecaade2016_018f5, 027c, b4d9, 57fc, 7730, 57ed, 1822, cbe1, 445b, ecaade2014_044j11, d59a, 0a4f, 442c, a73c, fde5, 72bf, c65b, 056e, 2b71, a381, 9185, ascaad2016_038b15, ecaade2016_213n54, 416f, 04df, 44e8, 05f6, ascaad2014_011w5, 19dc, 2b9b, a48d, 643d, bca7, acadia14_301h, f2b8, 375a, 9fc6, 63ff, 3492, cdb0, c69f, a468, 2988, caadria2015_208z30, 5294, 227e, c3a0, 808e, 3f4b, d4e9, 8c24, a0d1, ijac201614203r8, 1c2a, acadia14_281u, acadia14projects_83ad, f7f5, acadia16_164v11, 932f, 0b2f, 91db, 1457, caadria2016_767v32, 0ff4, 4096, 5e83, 4729, e18c, 9ac2, 203b, 8135, a664, 4e15, bc78, ecaade2016_134e38, 3da7, acadia15_251g10, ascaad2016_007u3, caadria2017_057u19, caadria2017_096u26, ecaade2016_ws-intelligenta69, caadria2017_055m18, 4792, 9e11, ecaade2013r_013u7, ecaade2016_152w41, b5aa, 32d2, 1001, c2c0, c0cb, ecaade2014_078p18, de5e, ascaad2016_023r9, 81cf, d75a, ab10, 670e, 0378, caadria2016_787e33, 7f43, 3abb, c390, 7e0a, 896b, caadria2015_016i3, d796, ab84, acadia14projects_671p, 052c, 7ab3, 0d3e, f0cf, 95ee, 99a5, f638, b004, 5a65, dfa7, a49d, a913, 3faf, ca2e, 9419, sigradi2015_3.268m5, ecaade2016_191g51, e324, ecaade2015_175o37, 2d54, ee54, a74f, 7db3, 3fd1, 82fb, d2a6, fff4, 7ea6, 81f4, 6743, ecaade2014_139g31, d3d0, 5e16, 415f, 88dc, f41c, d10f, d73e, 2b50, 772b, 29e3, 72ed, 332b, 68eb, 67ed, ecaade2016_243b65, 492a, dae5, e694, be66, 66a8, caadria2015_126a21, 5d9a, bb36, 8cc3, df6b, 844a, 4e55, 7120, 634d, ecaade2015_268v58, ab47, ecaade2015_127f25, 35e6, 6ef0, 0ece, caadria2016_819p34, sigradi2015_1.305d1, 2120, df4c, d4ce, f776, e664, 1ddf, 7554, caadria2017_029k10, af58, ff80, 4eec, 63b7, 8d7e, 2b80, 9042, c3ae, 5a2e, 88c2, ijac201412405a9, sigradi2013_407g, ecaade2016_225d61, 741c, 257f, 18e9, 3295, fab7, 20f3, 6cce, b943, 268c, 6271, 77d0, ecaade2014_015t3, 1528, 646e, 295c, ijac201614205k10, sigradi2015_6.151f8, 2fab, df77, 83c7, d625, 85f4, cc7c, 5ecc, 568e, 7ccf, ijac201513201h5, 995e, ascaad2014_029g8, da76, 2a74, ff2d, 64c7, a7af, 3ea5, e34b, fcf6, 2ccc, 7ead, 8df1, acadia15_173v6, ecaade2015_59h11, fc63, 94c2, caadria2017_016i6, 0982, ecaade2015_48j8, e8a5, 582c, 72be, acadia14_117e, ecaade2015_202j44, 5ba6, ecaade2014_168y40, 518f, sigradi2014_132k1, 3de0, fa22, 5d61, 5060, f131, 925e, 5bf5, ecaade2016_042b11, efd4, 068e, 2ff3, e015, caadria2017_041z12, 2cd5, 99f8, f279, 3522, 14a6, fb01, 1a5c, 1f55, 8f98, ad59, 38dd, d186, 7873, 2ee6, 427a, sigradi2014_045f4, e719, 352e, 8de5, 9b2b, ecaade2016_062e15, 0782, 320d, ee03, eee8, 78ce, f419, ad84, ce48, 4c2c, c54e, ecaade2016_006w1, 6dfb, acadia16_106e8, 75ac, ecaade2016_032s8, 1f45, 9b79, c2be, ed45, acadia14_497y, c1f0, 6730, ecaade2015_269t59, e6df, 5e62, b0ce, ce7f, a06d, 4d33, caadria2017_057d20, 603b, 37f5, c589, b0bc, caadria2017_018x7, a4cd, caadria2017_129n34, ca1f, d817, 3ec2, fe05, 35f4, acadia14projects_671u, bcc5, 741f, 739b, 1c45, f47b, cd6c, c52d, b0f0, acadia14projects_115al, d956, acadia15_232r9, d446, b31f, sigradi2013_343d, 14a7, ecaade2014_149k35, 2a83, 9fb1, 115a, 55b1, d2c3, 208e, ascaad2016_017b7, a859, ace2, acadia14_81m, 8a88, 6f7f, sigradi2013_285a, 496e, 99e7, 9f0f, caadria2016_363d16, d50e, 959d, da80, ec6e, 4ee4, b435, fd09, eb66, 2247, f1b6, 6dc1, bee1, ecaade2016_110g30, ascaad2016_004l2, 4e74, 14c3, ecaade2015_201y43, c94c, dfcf, d119, c805, f4a1, ijac201412408i1, 4887, acadia14projects_101au, 74d2, 6daa, 494a, b950, sigradi2013_117r, 4cc8, 5023, f941, ecaade2015_13j1, caadria2015_172g26, sigradi2014_271o2, 41d6, 5711, 1cb3, 6638, bcce, c30b, 0464, fb57, ecaade2016_015z3, 84da, caadria2016_219i10, 6bd3, acadia15_431p18, 22f4, 9e83, c2ac, 55fd, 4ce6, ecaade2014_023r6, 9e8a, 0daa, 36ef, 895f, 5409, e229, 6a55, 3377, acadia14projects_579m, c40c, 32cf, ea1f, cfce, acadia14projects_647az, 7d03, caadria2016_777w32, c59e, sigradi2015_10.309l22, 99c6, bcd7, 3455, acadia15_137i5, ascaad2014_016f9, 2faa, caadria2017_086g25, 55be, fe20, cf99, 99f6, 1695, 81c7, a3be, cfc7, ef9d, 55d6, 513e, 8fb1, caadria2016_559b24, 17bb, 6aec, f95f, 6baa, 5587, 7118, ecaade2014_149o34, 90f5, 244b, a8a6, 9f8d, d953, bca9, 5de6, caadria2017_105l28, 1019, 5e3a, 2fee, 46af, 1e46, 2445, 18cd, 92b8, e829, 02c8, 0f1b, 6926, 0155, bd3f, c3a4, ecaade2016_070n18, ijac201513102l2, 91d0, b82b, b0fd, ascaad2014_035o1, acadia14_579ay, 45a6, a574, ecaade2014_153s37, ecaade2014_057k14, 8832, 65e8, 80e3, 7635, c56e, 9b7f, ecaade2015_268f59, ascaad2016_005x2, db1d, 273c, 02a1, a9d1, fc60, 7132, acadia14_135aa, aa5c, ecaade2014_071w16, sigradi2015_11.34a24, 606d, 2a52, 00da, be20, cfdc, f703, 7ed9, d26c, ba58, ijac201412207d5, 6c00, 547c, 729b, e360, 2cf6, 2721, 542a, 7e0f, 201b, 8177, 4211, 8304, 4f2a, c796, 65af, acadia16_154h11, 14ff, 4f0e, 31af, e06a, ecaade2014_232t59, ijac201614401a1, 0ea6, ecaade2015_280g61, ijac201412408f3, dda4, 0700, ijac201412303v7, 6e3a, 0f6a, c51d, ecaade2016_021u5, ijac201412304g1, ec33, acadia15_483b22, 7f97, acadia15_161m6, 62e9, c3cb, 290e, 1fd8, b3a8, 09ed, b99e, b5e6, 5c11, ddbc, ecaade2015_139c30, dee0, e724, 77d1, caadria2017_005j3, ecaade2015_87u17, 5f7b, 770f, c184, 55c3, 8663, ab6d, 9c3c, 86bb, acadia15_47i1, 6461, 491c, dab6, ecaade2014_067a16, 51e0, d00b, acadia16_308e19, 8e8a, ad9d, fd78, b886, 2a32, a032, 5785, ea36, 107e, e0ca, 9f96, 30b3, ecaade2015_332p71, b79b, eaff, 3109, 0c84, acadia14_517n, c443, 9ad9, 68f6, b318, ffe7, a156, caadria2017_123d32, 0345, e6f2, ecaade2015_271y59, ijac201614301d1, df3a, e7b2, 89f7, 734b, ab93, a629, 1818, 2a87, 5e0b, 5a17, ec03, 755c, a1a5, f2fd, b4b9, 2ae3, 3d0a, 677e, 4e63, 475e, ijac201614207m12, 3008, 71a9, e14d, f827, caadria2017_042z13, 5381, acadia14_661j, 1b6a, 17f3, 55a1, d690, ecaade2014_138s30, acadia16_352g22, ad99, ecaade2015_230d52, ecaade2016_225t60, f3a9, 8a00, a5e4, 3159, 258c, 8029, b70e, ecaade2014_230n59, caadria2017_016d6, 26fb, caadria2017_016h6, 5e38, 6a06, 51f8, 2d35, f205, 82e5, 5350, 2530, ecaade2014_224b57, ea66, c35f, c4f9, 39f5, eead, 5700, cead, sigradi2015_8.289h15, a331, 11b9, cfb3, 76ca, ecaade2014_052h12, e89a, fa0a, 3b92, sigradi2013_343h, 7660, sigradi2015_10.74u18, f430, a89d, b898, 7b93, 587f, 6dcf, a713, 0ea1, 3b39, ec72, 8a14, a2cc, c653, 8350, de49, caadria2017_047i15, 89ef, 493f, ecaade2016_077x22, db13, 1f39, 7d7c, d86c, ee72, 95a8, 6b08, 9832, caadria2016_167f7, fd94, 8369, 6e4f, caadria2015_181w26, 7ba6, 13b1, 5485, caadria2016_157y6, e91a, 4fce, 7b1a, 3786, b5f8, cd40, 14d5, b68b, 282b, 03ca, 0be1, 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caadria2015_014n2, 9737, eb20, ea9c, d216, 1b65, fe1b, 011b, caadria2015_206i30, c6b6, 9d41, ecaade2014_108d24, b879, 13df, ascaad2014_030x8, df9c, a1da, 5773, ecaade2016_072e20, 6b36, 462d, 74f2, a200, 6383, 4246, e999, c9c8, f77a, 2785, 9d53, ijac201412303t8, dbb1, d9a9, 5854, 7083, 2ee5, 9343, 9658, efce, 08dd, 960c, 3897, 72ec, 8042, 495b, caadria2015_218a34, ecaade2014_038y9, cd24, dba9, 50db, ecaade2014_012t2, ecaade2014_100e23, 8cce, 4a39, bcec, caadria2016_095r4, 4354, 7ac8, d615, 18aa, 05cf, 3725, f2be, acadia14_247k, 1e8b, 3570, 371f, b6c9, acadia14_53m, ecaade2015_171v36, ijac201412408u2, 55a5, 453f, 0bd9, fac7, cab9, 1a76, 572a, ecaade2014_239m61, 05e2, acadia14projects_565x, 7d1d, 506c, 42e2, a22f, e630, acadia14_531u, 066b, 6cc9, e8bb, acadia14_347ar, 79eb, dd9a, 12b8, 7b07, 72f0, d01a, 05f0, 180c, e4e5, c5ad, 3f17, caadria2017_134b36, e27c, caadria2015_213c33, d11a, caadria2016_507k21, af93, 5361, 0b09, ad21, c056, ba25, ccf6, 3d39, fe41, ecaade2015_256a58, 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acadia14_375j, 2254, b124, a1a9, 4570, 7465, 8447, c10d, ac7b, 09bb, 9652, sigradi2015_sp_8.6e30, ecaade2014_141g32, bba3, 8a02, ascaad2014_032v9, 458f, 50f4, b2bf, 3b02, f2df, c8b1, caff, 9824, caadria2016_353x15, b693, 643a, 3d95, sigradi2013_158f, ecaade2016_171f49, ecaade2013r_009x5, 5040, effa, 702e, 9f8f, f2b1, sigradi2015_3.201r3, f23a, 7b0b, dacc, ecaade2016_129x35, ecaade2014_139c31, 79b5, b268, 4ab1, e019, 988f, 5874, acadia14projects_23u, 70af, 99fe, 75fc, ecaade2016_021y5, 68cb, 5af1, 7c66, 451f, c050, 637e, 68a0, cbcf, 3a64, 1691, ecaade2016_065x15, df0a, aa69, dde8, c0d6, af5c, acadia14_189ar, d48e, ecaade2016_ws-dleadm68, e5e3, eb73, 6882, f2f5, acadia14projects_389a, ecaade2015_155o32, d0a8, 2c98, 2031, 26de, b119, 584e, e0b5, 7098, bc88, f51f, acadia14projects_301c, ecaade2015_17i2, caadria2016_073u3, b859, fc08, 42c1, 9fb0, e8ce, 8c9d, ecaade2016_152a42, 94a1, caadria2016_851c36, acadia14_339ax, c7af, 9648, 95e6, 310d, 9adc, 0adc, ccfa, caadria2016_013f2, 4840, 1b86, 3d12, e370, 9271, ijac201614305o3, 2f32, 379a, 24ad, c0ea, 44c0, 474c, 7b14, 3957, 112b, 69e3, c16c, e282, 9895, cc66, e613, aee4, 82c1, ae40, 51f0, 9468, aaac, 13de, ea18, 0fe1, 3acd, 653a, 2b8b, 4980, 8512, f39e, 6092, 78f1, 11a6, fbd5, ijac201614403f2, 6758, 64cc, 8772, sigradi2015_8.276y14, fab6, 8e6f, ascaad2016_045y18, acc8, 9a6d, 255b, 27ba, fb0a, b4bf, 723d, ecaade2014_186k47, 1b4d, a5c1, 7b24, 0911, a07d, 17c3, ecaade2016_bkos65, ecaade2016_139y38, 1256, sigradi2013_381l, 31d0, ecaade2015_158g33, 4090, 5a14, acadia14_153ak, b0d8, ab92, 5342, bb74, 5a5f, eebe, 987e, d903, 8589, 9016, caadria2015_124x19, a4aa, 8486, f3d2, 09f5, 5d52, 1faa, 2897, ecaade2016_140u39, 3c52, caadria2016_601i25, e602, 7c06, c0f6, c7ee, 4ef2, ecaade2014_239l61, 79e2, 892b, 8215, 664e, 237b, ecaade2016_106k29, 2763, feea, 38b0, 348b, bc9a, 74f0, bd59, cdc2, d837, db4a, d8f5, 2900, acadia16_98c7, faaa, f015, 1d31, 0801, dd28, 8bda, 9410, 0849, a03b, acadia14_189az, aa89, 6024, 7e15, a349, 54f2, cd85, eb18, caadria2016_045k3, 18b3, 7e7e, 11d6, d820, 329d, 800a, 7b50, ce77, 4344, ee94, 057f, cf64, c725, 231c, c766, b91e, ascaad2016_010u4, 3228, caadria2016_291x12, 96e7, 0a74, 3d60, 44ee, 29b3, sigradi2015_11.166w25, 641e, a297, b7eb, bce6, 8b97, ascaad2016_003y1, c012, 5850, 82ea, sigradi2014_047l4, 27ac, 844c, 7478, ascaad2016_013e6, ed89, 49d9, 834b, 35ed, 5519, d37b, 69c9, 2faf, acadia14projects_691av, 7df6, 7027, 6bde, 2ab3, c380, b7be, aece, 7c10, ecaade2016_228k61, 723a, dc8d, 54ad, 98cb, 5762, 3daf, cfb6, b2d3, ef8c, b301, 64fe, 2a69, 8b8f, cde8, 0f8b, ecaade2016_123l34, bbd9, f490, 0747, ijac201412407v9, e83c, 0c2b, caadria2016_861g37, c98b, 4510, 3892, c313, 30b0, 5abe, 570d, acadia14projects_189as, ffd1, 3bdd, sigradi2013_62u, 5f55, 54e8, e937, 5d70, 8eae, b371, 3810, f1c7, 5978, c3e1, 5754, 7853, 3076, sigradi2015_3.268e5, 9dc3, 1ef8, f2e5, ea8d, caadria2015_137o22, 71e3, ecaade2014_168f41, 5562, 786d, 1498, 9d0a, 8774, 182c, 0ee2, sigradi2014_176f5, 91a3, df4e, 983c, caadria2017_129z34, 814f, 544c, beb0, e23f, 2b92, ecaade2016_127w34, 5712, 33ce, 9ff1, 9f43, bbc0, 7b57, b4a4, 42cb, 5ce4, acdf, 46d1, ijac201412301t5, 8a61, e87a, fecb, 1970, 136d, eef7, 3b3d, 0bf7, 317f, 7e40, ecaade2016_234x62, 2168, 76ef, d45c, c094, 225e, 30bc, d0d2, 48d9, acadia16_106n8, 3e95, 30bb, fc27, 7679, 6b99, caadria2016_745x31, 20a8, 2aaf, ijac201614407u4, 8830, sigradi2014_043z3, ecaade2014_084d20, e54d, c54a, 07f8, a6fe, caadria2017_051y16, ecaade2016_021s5, 9345, a20a, bac2, 7319, ffce, a217, eb3c, 03c0, ca88, 94f7, 2d8c, 5ccf, 6e14, 1d70, 1cdf, sigradi2013_281, caadria2016_819l34, 8c7e, sigradi2013_311, 9fa1, 0d6b, ef83, caadria2015_162y24, bc8c, 4e6e, 5fd3, 8ae3, 57d3, dd00, 4c25, c683, ecaade2015_250b57, ijac201513202l6, da00, 0763, 9354, acadia14_549s, ecaade2015_206y45, ijac201513302k10, 8894, a431, acadia15_263d11, 98e7, ascaad2014_017n9, 53cc, f213, 1ed8, ijac201614203e9, ecaade2014_237y60, caadria2016_871t37, 6eca, f047, acadia14_63an, 6869, 9cb3, 4318, 11b5, 91d3, caadria2017_107m28, 3020, 18e1, 6e8d, a16b, 86ca, e99d, c164, 95a6, 4bae, c15b, 91cf, 0dc3, ecaade2013r_010v6, 61cf, 2c78, edc5, 2bc8, 299c, sigradi2013_326d, dce0, ae09, d7a3, e029, ecaade2015_225r49, ecaade2015_176t37, a926, 51c0, 2855, b1b9, 4155, 0e09, a22a, e910, 3e9e, 9847, caadria2017_118e31, 43c6, 9aef, sigradi2015_10.309u21, 9403, b74a, 34e1, sigradi2013_194u, 6b8f, 58d2, 7434, d65e, a157, f671, 9e77, a25c, d2ca, 1110, 52b0, acadia16_106h8, sigradi2014_305n5, af1b, 5732, da0c, 8d2f, 47a5, bb41, 0f04, ijac201513305t12, 320f, f645, ecaade2014_188p48, 0b0a, 9b2c, 2092, ecaade2014_140x31, 1a23, 28b9, ec8f, 64b5, 3d70, 2983, 0468, 1801, ecaade2015_233g53, 4fd2, 8c3c, 5e09, 9911, bbdf, f469, 7ae9, caadria2017_183i44, 8804, e031, e97a, 1716, f029, acadia14_199ab, 2b1d, acadia14projects_43at, 3593, 1f74, 6b0d, 8e4f, 1df8, 592f, ecaade2015_217y47, 3efd, f18a, 177a, 33d5, eeb2, ade9, f619, ecaade2016_170w48, acadia16_116y8, 90fa, 837c, a56c, 1eb1, 30a8, 0092, 04c9, ecaade2016_018a5, ascaad2016_022r8, 1c17, e57b, 6312, c856, ea60, ascaad2016_057r22, b716, 3d20, 8679, c8b9, sigradi2013_414b, 45e2, a736, b4ef, fc36, 0321, acadia14projects_375j, 02fb, fcc7, 954d, d528, 8cb6, da4a, f516, acadia16_224y14, 3102, 0f1a, ecaade2014_149j35, ecaade2014_201c52, sigradi2013_74f, 0632, e125, 115e, 4d6a, 58a8, 0c2d, 562a, ffe0, abf3, 2ed1, f186, c7d2, e9bc, 7cc4, 3856, acadia14projects_619y, c098, 739a, 1da4, b7e3, f6d0, 3452, 7815, b1fe, 2f18, c761, 942c, 76fb, 1d62, fade, 6393, 6ed0, eeab, ecaade2016_067s16, add3, 200c, ecaade2016_118z31, 1a11, 283a, c68f, sigradi2015_8.47g11, 063c, acadia16_270f17, f118, f9a7, 3393, 1841, 3481, ec9f, be7b, aa3d, 6450, d602, 5162, 0c0d, 3d99, 84f5, sigradi2015_3.268i5, 854c, 56d1, 9c75, ecaade2014_156i38, b97d, b83e, 1d07, be87, acadia15_483j21, c349, 12be, 639d, 5f32, 78df, 11ab, 1e7c, 39c3, 408f, 8934, bce1, 51ea, 542f, c8ba, acadia14projects_291ar, 1bb2, 44d8, caadria2015_176o26, 27f4, e844, 8763, sigradi2013_411n, 7432, 8a4f, d37c, e4d5, caadria2017_109w28, e32d, 50a4, 4e36, 7ac1, 31aa, ijac201614201i6, acadia16_98d7, aa8d, 362c, c249, d52b, 65bd, 1b8d, 9b73, 95c9, e148, d2a4, caadria2017_081t24, c8bc, acadia14_291h, cb0c, 1a46, 87bf, caadria2015_213e33, f50a, fda0, da66, 9ee2, bf06, 851f, 3bdb, f88d, de0f, 5887, 3807, ecaade2015_53t9, 7d9f, ecaade2015_246w55, 54d6, 7f77, caadria2015_142l23, 39f9, f30a, sigradi2014_032n2, sigradi2013_42p, d7a6, 05bd, c01d, 9a35, caadria2016_601k25, 8c62, eb7d, 7049, acadia14_479at, 3c57, sigradi2013_326e, 3ae7, 8695, 35f0, af3d, d87b, 44a5, cb77, 4a6a, f911, ecaade2015_171t36, 0ba0, 5296, 5421, df20, 05d8, 5122, b6e1, ecaade2016_037x9, 9559, a48e, b40b, 2ee1, 0dea, 4277, eaa9, b17f, 5553, sigradi2014_247l9, 9af2, 08b4, 9a50, 4f11, 456e, 2141, 10a2, cddf, 8ad6, 44fa, efa8, ba84, 784c, e56c, b188, 6cdc, 1684, sigradi2015_sp_8.284r30, d1d7, acadia14projects_435ak, a7a4, caadria2016_229x10, a7b1, c654, 168f, 243f, 4d1a, 3714, ecaade2014_225e58, 522b, caadria2016_003l1, 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d6b3, ab41, a423, 65cb, 4fda, 8652, caadria2017_123n32, b69f, sigradi2013_28n, 5983, ca01, ab34, 08ce, 90fd, b233, 4170, 1322, ecaade2015_82w15, 07d1, d55d, 1b39, 2913, e243, e985, 53f9, 4a95, 0729, 9368, c09c, c5da, ecaade2016_042k11, 6acc, ijac201412301r6, f060, acb0, ecaade2016_021g6, ijac201614206d11, ecaade2015_287g63, de98, a2a4, ecaade2015_194c41, 8308, ec8a, b803, a5f0, 670a, e290, feb8, 4b5b, a17f, 29dd, 6beb, ecaade2015_215o47, 83ec, aa4f, e410, d881, e9e7, 9435, 7379, caadria2015_014w2, caadria2016_239d11, 03b6, 39d2, dd29, 8ea9, f6d5, 3831, 270a, d9f5, dd4a, 0750, e840, e80b, 698d, aa14, 76f2, 5ffc, 7275, 199b, caadria2015_099u15, 0e01, dd81, a538, e0ec, f414, acadia14projects_637af, 1eee, b031, d7e0, 7099, 7c99, 0efe, ijac201513201e5, sigradi2013_28i, 197c, f00b, 152f, bb8c, 551d, 87f6, 07fe, 95ae, d343, 03bd, c951, 23e6, 6445, 23d9, sigradi2015_10.381h23, 5ac6, 5537, acadia15_110b4, 22d9, 63ba, 98d0, c274, ecaade2015_256b58, sigradi2014_084b8, 73fb, 54cd, def7, 7778, 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ijac201614202e8, 35ae, 9139, 1865, ecaade2016_021z5, a3b1, a5e1, da75, 6e08, 5564, ascaad2016_039n15, 3222, 4a47, 6bb7, 4aa7, 95fb, 1c74, 5ccd, 5442, aef8, ecaade2014_086l20, ijac201412408s1, 3f6b, 6ab5, ijac201614101h1, cfb0, 0036, 7849, 434c, f720, ca84, 1814, 1b4e, f05d, sigradi2013_342o, a6d4, e9cf, c0b3, fc66, caadria2017_189c45, 843e, 18c4, 0878, 86e2, c456, ijac201513204t7, 2f26, 95d7, b00b, 7cf4, 24a3, 9c51, 3175, e74f, 68ad, ecaade2015_233i53, 0f9b, ba04, 04fb, 8b31, 81ec, 5f04, dfb4, 55d4, 7fb6, caadria2017_163e41, 0f52, c047, ecaade2016_011e3, e0c6, sigradi2014_123r9, 1810, 4aef, acadia14_661, 95b7, ecaade2014_132b29, 08eb, 7880, ijac201412305a2, acadia14projects_33am, 0b16, f39c, ef88, eff5, 2f0f, 1195, 5434, 0889, 0c8f, 69ec, f809, 682b, 13fb, eea0, ascaad2014_023b5, 5886, ecaade2014_152f36, acadia14projects_661d, e460, a5aa, caadria2016_219f10, bc00, 7f47, ascaad2016_016t6, cfd4, 5815, ecaade2015_87t17, ijac201614105u5, 0d3f, f665, 9464, a7d4, 2949, 0310, 3f9e, e2b9, 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76a2, 2152, ecaade2015_207e46, 65f4, cf28, da38, 342f, b761, fe88, b842, caadria2015_124a20, 5169, 41f1, 64bc, a284, ecaade2013r_019f10, d5d0, 5185, 8f90, 5b73, 1ac5, 04c5, 556d, 5c5b, 63e8, 88d2, 5529, 4b2e, 94da, 806c, b08b, acadia16_140e10, be7e, b482, acadia15_357j15, d143, 96ef, 72aa, ecaade2014_218r55, 0e31, 05df, sigradi2014_049n5, c543, acadia14_117b, 058f, e055, 6446, cfba, 8d1c, 219d, f680, 5604, 8ff4, e4d8, 63f2, b8f2, bfb9, acadia14projects_339ag, ijac201412408r2, 8bed, ecaade2016_243t64, 94ae, 47cb, 553e, 61aa, 3b77, 14d0, 18e4, ecaade2015_333w71, 9246, 711e, aa82, a4ca, ecaade2015_307n67, ad98, 54e0, ijac201513105e4, 5233, 69d8, 242a, 5235, c81b, 7c39, d50a, 3cf2, 23ba, 80b0, ecaade2014_072z17, d7bb, ce5a, d3e5, e5d7, c0d3, ecaade2015_61i12, 8923, c28f, 3ecd, a715, e979, 5f81, ijac201412403c7, f5d6, e533, 0213, 748b, ecaade2014_111v25, 7b5d, 71f0, 9a9e, 04ac, caadria2015_090c15, e97c, e411, f60d, ascaad2016_043l17, 02df, 59e0, 1b62, 9f9e, ec1a, d24a, 022a, 5c64, 2492, c3f7, e62a, 9807, caadria2015_108s16, a0b5, 0377, 9e7e, 504b, 6e5f, 1519, e6e8, sigradi2013_401n, 8d50, 0ed4, bdb9, 9aaa, 1225, aafc, acadia14projects_135r, f1d2, c03f, 6d85, dfdb, 69c6, e0f7, 846a, ecaade2016_106h29, 1178, 36e4, e58a, 048c, caadria2017_033s11, 356d, bdeb, f309, sigradi2015_4.219z6, ab58, acadia14_177u, d542, sigradi2014_330e7, b3ec, ascaad2014_009e5, c33c, b050, efcd, 6efd, d0ec, 2862, 6106, 2f37, 5300, a775, acadia14projects_463z, 4b78, a840, 732e, 4c95, 9587, f1ad, 39bd, 09b4, 951b, c2eb, e682, dccf, ijac201412408l1, acadia15_483b21, 526a, 97bd, 8f6a, f91a, 956e, acadia14projects_219av, acadia14_219c, f2a3, b754, 6c85, sigradi2014_232o8, efbd, f5d7, 38b8, a3c4, 400c, 64a0, 9b3e, ecaade2015_130w25, d49c, 49fe, 4dce, b3f8, cda6, 47b8, c2f5, e5a8, 718b, 0de1, ecaade2016_188l50, ijac201412301i6, 8d8e, 0d71, ascaad2014_023z4, c49e, 00c5, eaf7, ac38, 675d, 1ac3, e4b6, 807c, 0bea, a1bc, 5ed6, f94b, f5fd, 0605, ijac201614302k1, 0a1a, ijac201614204l9, ecaade2014_186e47, a8a8, d3c5, 4c5c, 6359, a28f, a767, 50e0, ecaade2014_052e13, 27e0, df1e, ecaade2014_011i2, 04f3, 7eb0, bbe1, caadria2016_683i29, e809, ecaade2014_176b44, c4b6, sigradi2014_282n3, 5f0a, 6eaf, fb3b, f080, a0be, caadria2016_415v17, f6af, ecaade2014_218t55, cf9d, e69e, ijac201614201m6, 2d7e, e17d, 1d6e, 84c2, e1a9, e465, 01b8, 52d3, 8d76, f7fd, ecaade2015_196w41, 12ea, be94, sigradi2013_244p, 1100, 8bf2, ecaade2014_111i25, 5ef2, ecaade2015_138m28, 9a41, sigradi2014_164l4, ecaade2016_102i28, fec7, 77fb, sigradi2013_280n, 8a09, c43a, fd44, 4ad6, caadria2016_467t19, ecaade2015_175m37, ecaade2014_157s38, sigradi2013_234m, c19d, a199, 7a75, 89df, 3b74, sigradi2015_8.81x11, ascaad2016_044y17, db85, 8a58, 2c6a, b07c, 975f, ecaade2015_302n66, 6ab2, cc1f, e69c, 0f13, a4d4, ecaade2015_155v32, 03b2, 79da, c577, 2e5f, 606f, 4b32, 257a, 67c3, 9af8, 6484, 871d, 5d1d, fcc8, 40b0, 1fc0, 8d9f, ecaade2013r_009k6, 3573, 2f51, 6d7f, caadria2017_070l22, d92b, 5d68, ijac201513105v4, a3d1, 68dd, e472, e329, 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dd92, 64d5, e5d5, 848e, fc23, 69b7, 7216, a225, c323, 258f, caadria2016_281c12, b706, 0026, 56e9, f58c, e58d, 502a, sigradi2014_082t7, 824e, ee36, ecaade2015_194z40, 538c, ce89, f445, 5733, 4e0d, caadria2015_213g33, 6611, 43cb, bae1, 1cc7, ecaade2015_227p50, de22, 7d2f, e59d, 1f29, 1e33, c7c2, 2b90, ecaade2014_113o26, 2991, 94f3, 4260, ae78, 8023, ascaad2016_005w2, b749, 36ec, 7e6b, 0ef4, f697, 9cd7, 0028, 6d95, 71da, sigradi2013_195v, 4ce1, 58f3, bfec, a936, 0eb3, 20e2, 1a67, 952c, b470, acadia14_435ap, 15b1, 067a, dbd8, 7315, 3d84, acadia14_671r, 6408, d01c, 5e20, ijac201614402y1, 90a6, cb0a, f951, 0cfd, 80c4, fa67, eb99, 405b, dfc4, 1953, 6aa5, cca6, 5a6b, ecaade2015_82c16, 628d, 9a87, 4df2, 3b5a, 9d23, 61e9, bf44, ecaade2015_250k57, 0e39, 7441, ecaade2016_171b49, 5bff, 600d, sigradi2013_393l, c5ae, 958d, 3bbb, caadria2017_003t1, 2afe, 012a, 92ed, ascaad2014_003p1, 30be, ascaad2016_033b13, acadia14projects_647at, 81c6, 4610, 9426, 5c66, de2d, f2e7, caae, a689, sigradi2013_243e, 9088, e5ac, a9f7, ecaade2014_168b42, sigradi2014_239g9, 2b59, caadria2017_115i30, 74be, 5882, ecaade2014_186p47, 5407, 9ce1, dcaf, 17a8, 6f6a, 2a30, 0f4d, caadria2016_239f11, ecaade2016_037u9, 6afb, 2174, ecaade2015_21a4, 7944, 86b4, 5011, cc55, b7da, ecaade2014_038u9, 4145, ijac201412205e4, 6c39, ecaade2015_73i14, sigradi2015_8.189t13, 2df1, 301f, b53e, ijac201412303u8, sigradi2013_393o, f6ef, sigradi2015_8.41s10, ecaade2015_138n29, 9bc4, 029b, 2f74, 42c5, aebc, caadria2017_004v2, 91ec, 7c08, e3e6, fe81, 8c3d, f6d9, 7ab0, 67f9, b67d, 405e, ecaade2016_129d36, fa03, 14cf, 1fe0, 51d4, 4219, f10b, b3ca, aaee, 96c7, f3a0, 3310, ac23, 62fc, 3518, 3d1f, ecaade2015_241t55, ecaade2015_202i44, f61c, 5aaf, e11d, e598, 604a, 5714, caadria2017_101j27, 3ac7, de35, a138, a6be, ijac201614208i13, acadia14_479h, 73bd, ijac201614101c1, ecaade2014_149l34, 5514, cf8c, 18fb, cd57, 99b1, 1f7e, 4c14, 4eaa, 5ebc, 31fe, 8c74, 0613, da4b, 74b2, sigradi2014_305j5, 62fe, a440, 4d1b, ecaade2016_167e48, 8627, 635f, acadia14_399al, 9242, d319, acadia14_497r, d7cf, ecaade2014_144c33, e33a, sigradi2015_sp_12.402v31, d987, 067c, c191, 14f2, 4baa, 83d8, 8f77, 4a45, 8252, 1473, 277d, 87c0, 2541, c03d, a13c, bbfa, 7b69, f828, 9e6e, caadria2017_046l14, 16bd, 7b5f, ijac201412408v1, 5fad, ae4c, cc23, 6a12, 06b4, 57f8, 63a1, ecaade2015_195h41, ae71, ecaade2014_072h17, c2b1, acadia15_95i3, 5474, e272, 9a0a, 3996, 9735, 183b, 7893, 1d8f, 80b5, 047a, 51a4, 7f42, b12d, acadia14projects_549u, 44f5, b752, b25a, 345c, 089a, 9b87, b5b2, 1b05, caadria2016_611n26, cb51, ecaade2014_224c57, acadia14projects_111g, e525, 8676, 126c, 44e5, ecaade2016_098a27, c6ec, ecaade2015_155f32, 3039, a902, 82c3, 1753, 8d28, sigradi2014_282s3, acadia14_479d, ecaade2015_284w61, bc41, 330e, 7417, 590b, c9bd, 114f, ac2c, 23f6, caadria2015_130m21, 2329, 8bea, caadria2017_189j45, 913f, cc4a, 91f6, fcf2, bab4, 74e9, e254, 333c, 1427, cb8c, acadia14_579f, cff8, 1ba8, cf72, c332, 7311, 7124, 4799, f384, ecaade2014_137c30, b76a, 44c4, sigradi2015_3.11c2, 0eef, c043, caadria2017_051b17, acadia14projects_115ah, ecaade2016_ws-afuturek67, 3997, acd3, d3f1, 4281, 0cc1, 6c17, 632b, 0241, ecaade2016_095a26, 8f3b, a4ce, 8fbb, a4a1, edad, 5dcb, 0811, e1b6, b28c, d360, bbe6, 53d2, ea91, acadia15_451j19, 9597, sigradi2015_9.152t16, c852, ecaade2014_140j31, f748, 8b1e, c38e, acadia16_414y24, 37b4, e5a1, 4dfa, 1e62, 477b, be00, c671, f06d, acadia14_247j, 9111, acadia14projects_661b, c8b7, 4ea5, be67, 49dd, f65d, 9e04, c788, 6779, 4be4, ffb1, ecaade2016_ws-dheritager67, 8819, 2876, 4ff1, ijac201412402h4, 81a8, c1ce, c39c, d45f, 04e6, 9780, 390c, acadia14_427ar, 746a, ascaad2016_018i7, 9506, 1832, 3fcc, a85b, sigradi2015_6.327u8, acadia15_483d22, ed1a, 4a1d, ecaade2015_196c42, ebae, acadia14projects_53r, 849c, ecaade2014_122y27, 4e1b, 5b0a, fd29, 95d3, 9781, 9f73, 0b87, 4ea0, 161c, 5898, 63c5, 1da7, 3a3c, 63e1, c848, acadia16_12h2, 66d5, cbcc, caadria2017_003z1, 4ee3, sigradi2015_12.259y27, bc24, c487, c181, 1e65, 908a, 099d, 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