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 4362
authors Talbott K
year 2006
title Hand-Machine Conflict and the Ethics of Digital Fabrication
source Cheng R and Tripeny PJ (eds) Getting Real: Design Ethos Now, Proceedings of the 94th Annual Meeting of the Association of Collegiate Schools of Architecture, Salt Lake City, 2006, 207-214
summary The introduction of machines into human affairs produces tension between competing needs. We need to engage the world directly with the hand, and we need to augment the hand with mechanical power. What is the right balance between human autonomy and mechanical influence between direct and indirect control? With the rise of the computer age, we seem to resolve the matter in favor of machines, encouraging their unrestrained expansion. However, a Resistance Movement persists. It resurfaces with each wave of technological invention, rekindling the tension. This can be seen in the current debate over the appropriate use of digital fabrication technology. Some architects believe it yields unprecedented creative freedom by overcoming the restrictions of mass production. Others believe it alienates us from a vital source of inspiration by deemphasizing direct contact with material. This paper examines the hand-machine conflict in its current form, and argues that its polarized categories cloud our thinking with false moral alternatives such as: embrace technology and foster a new aesthetic age, or resist it and protect mankind from further alienation. Instead, we should seek a third alternative that frees us from this either-or thinking. One established way of doing this in architectural design is to use traditional media and computer media in oscillation. The paper critically evaluates this approach and presents a design studio experiment that moves beyond oscillation, seeking a higher degree of hand-machine unity.
keywords digital fabrication, 3D printing, design, hybrid media
series other
type normal paper
email ktalbott@uwm.edu
full text file.pdf (961,345 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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c83d, acadia16_440g26, 3e52, sigradi2014_213n7, 532c, caadria2016_797m33, acadia14_153az, dd6d, 129c, acadia14projects_43as, 2570, ef42, dd88, 8dd8, a5ac, b7e7, 5d32, 9e30, 1fd0, d20d, 08aa, 4f89, 5e28, 9856, c6f7, ff16, ab87, 553f, ascaad2014_028p7, 5a09, 23f9, 99d4, 0284, 2768, 9673, 4ed5, 2726, ecaade2016_215v54, 1c63, ijac201412304k1, b7e6, 7724, d34c, 64f8, sigradi2015_10.140k19, 8931, 5e47, acadia14projects_33ai, ace4, c0d1, 2f6e, 8398, ecaade2016_017s4, 04d5, 144a, 94c6, acadia16_224n14, 71eb, 6b6f, c6ac, sigradi2016_792o, 61c1, f062, c4ae, 525d, 9c04, 4b25, 6c57, c8c7, 6e71, 628f, sigradi2013_429i, 6c21, 2179, dd23, a096, 756a, b356, caadria2017_125z33, bee2, ab02, acadia15_263s10, 3437, 6ac2, 4309, 3acf, 5031, caadria2016_819x34, 9f23, de06, db6e, 942d, 1ef0, sigradi2013_295, a010, 67cb, sigradi2014_330s7, 67ae, abeb, c6ab, 66b7, ecaade2015_17n2, 4a6b, 6a3c, caadria2015_124z19, 31b8, 65e4, 8f2e, 4a99, 6f44, 3b1a, 429b, sigradi2015_4.219k7, sigradi2014_169r4, 4cd0, ecaade2015_122m24, a56a, f34d, 995c, dbbd, e031, c98d, 15a3, 0d86, 14fb, ff69, ef81, f20f, f07d, 9b49, 5dff, 5708, 3775, acadia14projects_619z, c19b, 28c3, 0984, 6703, sigradi2014_057r5, ccaf, 880c, 6960, c6d1, dfcb, ecaade2016_217j56, 5096, 04f5, 2789, 1744, 3508, 3b96, caadria2015_077x10, ea56, 481d, ef22, 17b2, ecaade2014_029x7, 9362, 4e32, ecaade2015_301y65, 60df, 6423, 4b82, ecaade2016_163s45, 3f61, ecaade2016_025p7, e368, ascaad2016_035y13, 60c0, dbfd, acadia14_339af, 8228, a60b, 390a, sigradi2016_446k, 212f, ijac201412403r6, 8ff5, f129, 166e, 72a9, 361d, f038, 71ea, 62a4, e577, 73f1, ecaade2014_149o34, 681a, 02f6, 1b77, 77ff, cb1c, 31f3, aece, ecaade2014_195l50, 35f1, ecaade2014_233l60, caadria2016_157n6, caadria2017_057r19, 5de3, 7b8c, fb24, caadria2015_043h5, acadia14projects_357aw, 290f, 0715, 093f, 84f5, bf1a, 2235, 0c01, sigradi2016_595ee, 1c70, ijac201614206y10, 9133, ebcf, 88a2, edfa, 71a2, e78f, 0f58, e63d, a5c2, ffd8, 3bf2, ecaade2015_33m6, 73c0, 09a7, ecaade2015_11i1, 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caadria2017_016p6, 3835, c556, 0320, ecaade2016_234y62, ba3d, 89d5, 205d, 0167, c5d4, edb2, 32be, d438, dc4c, 7a71, 536c, 8496, acadia15_357n15, 52e6, 6b75, a26f, 3308, ecaade2016_243d65, acadia15_431u18, 8d0f, b2d5, c37a, 676a, 787c, sigradi2016_636o, ecaade2015_215d47, sigradi2014_314m6, 77f6, ecaade2015_130g26, ecaade2016_203g53, caadria2017_009h4, caadria2017_047c15, e47b, b27d, d5c0, bd1f, dc09, aa82, 1288, 22b2, c319, 3789, 3896, b112, acadia16_154p11, 1fc3, ccfa, caadria2017_040j12, e9bf, ff65, caadria2015_194p28, dd90, a1d9, ecaade2015_318x69, a13e, ed65, acadia16_206k13, 2986, 3b79, bde2, 8869, ecaade2015_233u52, sigradi2013_315v, e5f3, 51f7, ecaade2015_17l2, 1dbc, ecaade2014_192d49, 23fa, 8a52, c3ce, 7ad5, b9a7, 5130, 1b63, e6f9, caadria2016_683r29, a688, bbd0, sigradi2015_11.166y25, 3163, ecaade2014_132j29, f161, 51ae, d69d, caadria2016_177l8, 9cfa, 4fe1, d1b4, db86, bb9b, a396, 7c6d, 6257, acadia14projects_531x, 85d0, f610, 295d, 35c5, ecaade2015_53b9, 3643, 02fc, caadria2015_130l21, 75aa, 18e5, f7b1, acadia15_371e16, 3310, e62f, 6236, 4a78, 71d9, c5ab, 189f, acadia15_57s1, ecaade2015_11f1, a410, c7f5, ijac201513103b3, 897a, ecaade2015_324u70, 86db, 5491, ecaade2014_176x43, ff47, ecaade2013r_014e8, 7fda, ecaade2016_075c22, aefa, acadia14_365ar, 92d1, sigradi2013_41v, 4250, 2038, 3f68, 3da5, 4bd0, 72a7, d17b, fab2, 2fae, ijac201614102s1, efab, 8395, 2308, 8673, caadria2016_683v29, ecaade2014_159k39, 978e, ca13, fe83, 4cdc, 84f6, sigradi2016_732t, 2d76, b049, 2c1a, 4849, c831, d3f6, a2a7, 6aed, d1b8, b255, acadia14_565af, d4eb, cbf9, 6c4e, ecaade2015_114d22, 6a62, ecaade2015_302f66, ac1b, ecaade2015_248a57, 6377, 4914, 852d, acadia14projects_671n, 1fa5, a063, b49f, caadria2017_094b26, ea90, 18ee, ecaade2016_163h45, 1473, f2bf, 601e, ecaade2016_091k25, 4652, 678b, 765f, 422a, ecaade2016_191y50, 29a6, ecaade2016_023m6, caadria2016_271v11, 047b, ecaade2015_138x27, 9081, 9549, ac00, 2c0e, 7d58, caadria2016_147l6, acadia14projects_375j, 21e4, a581, f724, e23b, cb9d, da66, 961f, 64e1, acadia14_327a, 44dd, f85e, 040a, e161, 9881, c73a, 6cf4, 18fd, ascaad2016_058d23, 8a56, sigradi2014_109g9, 2e02, sigradi2014_032g2, 3629, caadria2016_291t12, c0cc, 8189, 09d7, 601c, acadia14projects_311s, 3083, 967e, 52b7, 2c6d, 563a, aa65, 8b5e, sigradi2014_099r8, sigradi2013_157p, f85b, b102, sigradi2014_271o2, bb77, 5d25, a3fc, sigradi2013_189n, ecaade2016_047k13, f11a, d132, cbb7, 64ac, 3333, 4355, ecaade2014_188i48, ecaade2014_052t12, 8aa4, 96fc, a9bf, 3842, 1ff2, ecaade2015_303t66, 3820, 06d5, 322c, 1b87, 7d3b, bbb4, b099, 87b3, 25c9, 2a48, acadia14_291an, deb9, 9d49, ecaade2015_195o41, dbc7, acadia14projects_579aw, 60da, 5cf6, acadia16_12u1, 6819, 3548, b44f, 5cca, ecaade2016_208r53, 9b81, 2b48, 6265, c0a3, d83d, f96e, 92c6, e782, 3bc7, 3336, ijac201412403m5, dab1, acadia14_145l, ecaade2015_287u63, ascaad2016_024i10, ecaade2016_018t4, 22e9, 756e, 366e, ecaade2015_91i18, acadia16_470k27, 7cfe, 6d88, 405a, 0a40, 60b5, 6fe0, caadria2016_735n31, 08ee, da09, 6870, ecaade2016_170u48, a1ef, b0f6, 2dc9, ae3f, caadria2015_185i27, 83fa, ca67, caadria2017_080h24, 0a3a, d30d, acadia14projects_317v, 7454, f24b, 06b2, sigradi2013_391j, 0038, 71c1, 2105, ecaade2015_181k39, 5003, a1b3, 78f8, acadia15_371f16, 4dd9, 7ced, c6b4, 67a6, ecaade2016_119a33, caadria2017_027m9, b71d, 5c81, cc41, d27c, acadia16_344j21, ascaad2014_032r9, 037a, 1553, ecaade2015_248l56, 8718, 7b75, 7a6f, e5e9, ecaade2014_163z39, ijac201614207g11, sigradi2015_8.186j13, a6f6, 16ff, 4c77, b942, 111f, a0ef, 738c, e2c5, 8eef, a895, acadia14_445ac, sigradi2013_305, a5e7, 947c, a8b6, c07e, 6668, ede9, ijac201412304j1, a96e, bebc, 350c, sigradi2016_637cc, 818d, dfb6, bd31, 52f4, 02b3, 101a, 6eea, ijac201614308p5, b7d7, cdb5, abb2, 15c6, sigradi2014_114n9, 2061, d358, 9934, b3c4, f18e, ascaad2014_014p8, 5c39, 22cf, ijac201412403p5, 340d, 7f46, ecaade2014_065f15, 9a1d, caadria2016_187v8, 7fa4, fa1b, 9dda, e5ab, f31c, sigradi2016_732j, 3015, cd88, b792, a353, 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sigradi2014_232u8, 432e, sigradi2014_186e6, 73b6, 6ceb, b433, 1417, 526a, dff0, ascaad2016_043o17, bb25, ecaade2015_293a64, 0b63, 43de, sigradi2013_234k, 765e, 67f3, 75a9, 2eac, 09c8, 913d, 0b78, 8c0a, 847c, 3c30, ecaade2014_226d59, 47a3, 9436, d822, sigradi2014_303f5, ecaade2013r_008p5, 2778, b082, 574a, 957a, acadia14_247j, ecaade2016_106m29, dbb8, 8b33, 1095, caadria2015_061c7, ee9f, 0dbd, 1018, 27ec, ab26, ab13, 5a89, bd7e, ecaade2014_225h58, babf, 7481, f448, 9843, 5331, 6ec4, feea, aa0e, 0883, b5fb, 30b1, bec1, 02dc, afa0, a828, ascaad2016_038s14, 36bc, 0a9c, f108, b2b3, 4517, c870, 9cbf, caadria2015_172j26, db9c, bb70, 3b87, 123b, 1f45, b5a2, 3e85, a40f, c247, 27c0, 2097, 048e, c163, d0e5, c579, 57a8, sigradi2014_144y2, d342, 7c37, 878b, 28b4, 37af, d85c, sigradi2013_244, 5721, sigradi2016_375j, 4117, 0114, 5feb, acadia14_43ao, caadria2017_115j30, 9239, 9c5c, 09dd, 9769, 5de1, b13e, ccb7, e084, 6e86, ecaade2015_35n6, 34c2, 7770, 09b8, 901d, 0170, ecaade2016_223l59, 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acadia16_8b1, d235, fe8f, ecaade2013r_010x6, 735c, caadria2015_220d34, 65e9, 0c99, eac1, 8889, 2d92, e56f, dc17, 2eae, 3ffa, 5c0f, db77, 7bf1, ecaade2016_222e57, aa10, edf5, 4e6c, 1ab4, 35b9, 56f7, ecaade2015_138z26, ecaade2016_224y59, 57cc, c9f2, 7bd1, ascaad2016_002k1, caef, 079c, 9ed8, d8b4, 06bb, 7644, f669, 82cb, 3048, 12c0, a989, 9a33, 8111, d4c9, 2447, d1a2, caadria2016_651i28, ca1d, 92a0, ecaade2015_138o27, 63b8, 445b, 6729, 8f32, c0a2, dcdd, cb7a, db73, c3ec, 12fa, 5b7d, b9b7, c217, 77b3, 1be0, sigradi2016_737ff, bbc0, 582a, 3040, d155, e99b, sigradi2016_773v, cf70, acadia16_214z13, 1992, c963, f77f, sigradi2014_284y3, acadia16_88y5, c0ae, ccad, dc16, 89dd, 60aa, 2232, 8b49, 58ab, e10f, caadria2017_094x25, 1483, 975a, caadria2015_176u26, sigradi2013_96, 6735, ffc6, ee17, acadia14projects_473ad, b38a, a423, a2df, 788a, 8c3b, 4e1e, 7338, 32cb, 2039, 6f92, 0d96, acadia14_333az, acadia15_95j3, 3d03, 7766, caadria2017_004i2, b74a, 1cca, a98b, da7b, 1206, 4df9, sigradi2013_155, 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1007, badd, e869, d5ad, 7dfb, ecaade2014_113c27, 8a04, 083f, 4037, f44f, 00f0, 52ca, sigradi2015_9.347o17, 19fa, 18bd, ee09, ff8a, 0eff, cd65, ecaade2016_238l63, ea9c, bd07, aa8d, 1b0a, c93b, afe5, 99f4, 59a3, d80f, ecaade2016_224f60, d95a, 83b9, 3183, b8ce, ecaade2015_139z29, ecaade2016_140j39, 4742, acadia16_352r21, db98, 9323, 05e5, b4aa, 1377, ijac201513303j11, 2c9b, ecaade2015_94a19, caadria2016_673x28, 40ea, 43fa, sigradi2016_360p, 180d, 862b, 6378, 9250, bab1, c6d0, 2f3b, 7e58, 4563, ecaade2014_180o45, d0df, ca7c, 5fcf, ecaade2015_64m13, 8d77, 0300, 1718, caadria2017_163f41, ecaade2016_147v40, ecaade2016_147y40, 4427, 654a, c48e, 2baa, d49c, caadria2016_291w12, 03ce, 57c9, 5c22, 6bf2, 0471, df08, abae, f308, 9645, 9329, a7a8, 7641, f770, b50f, sigradi2016_710ff, 01c3, ecaade2015_22e5, 95b4, 4d97, 287c, d388, f8fb, caadria2017_147x38, 7591, daa7, 7388, fcd7, 44d5, f7d9, 75c3, af74, c889, acadia14_655x, 2e26, 44da, d7bb, f6f4, 2077, caadria2016_487t20, 2818, sigradi2015_7.203j10, cafe, ac0d, ijac201412304r9, 4e90, e995, acadia16_344o20, 3fc2, ijac201412408r1, 839e, 3c27, 4867, 3fbf, 3dab, f9cf, c937, 9263, 07e0, caadria2017_021h8, d934, 2715, a403, 6660, sigradi2014_222k8, a2f4, acadia14projects_655z, d364, 6b7c, ee0a, 9c5b, acadia16_372l23, a555, ecaade2016_224z59, eeaa, ecb5, e007, e7e4, f56d, 26ce, bfe8, 17ce, 4747, c7dc, 607e, sigradi2014_347r10, 62f9, 0081, ecaade2016_213p54, c53e, bdab, 9553, f827, 47ec, 4f78, acf5, 7132, 25be, 14f5, 3a9c, f292, 28b9, sigradi2015_3.11i2, 9253, d612, dcb7, 305b, 6a8a, b671, 8c6a, 1232, ijac201513202h6, d997, 3a7e, caadria2015_078p11, 2601, c864, acadia14_463u, e5a3, 66ec, caadria2017_047w14, d548, 1ce4, 5b1d, 1aa6, 229d, 5f09, ascaad2014_037p2, a1d4, acadia16_344e21, ba20, 7451, caadria2016_517g22, d50c, 2d6b, ecaade2016_158o43, 89c3, 53e8, ijac201513205p8, bbd1, a325, ead6, 6e7d, e32d, a236, 537b, 38a2, caadria2015_069s8, f7b6, 4335, ecaade2015_301a66, 9459, 35ca, 7dce, c759, 65d3, 4b48, ca84, 562e, 3c50, 4b80, 4148, 7778, d7de, 32e0, acadia16_352h22, sigradi2014_347j10, 8734, f41c, 1e86, 1434, 96b0, 8833, ijac201412404t7, e30f, d6da, e5f2, b222, 02bd, b639, f787, 9944, ed0e, ebf5, a209, 92f8, cbe3, 7085, d6cf, 607b, d357, 61b5, b463, caadria2016_105y4, cf33, 751a, sigradi2016_777dd, c06f, 6687, a0e9, sigradi2013_194t, d387, 8df3, 318d, c657, ba6f, 2f54, caadria2016_549r23, 0572, c1c4, 706a, 4676, e8f5, ffb5, acadia14_497ab, 7a69, faa1, 97f7, caadria2015_086n13, 1699, 54b3, 20d9, 81c4, caadria2017_072z22, 8802, ecaade2015_77b15, 7c13, 9dc8, 1aeb, ascaad2016_034l13, f5d8, 8071, 2a7e, ecaade2014_180a45, 068d, 1e5c, acadia14_375aw, c804, d3f8, b81f, a190, ecaade2015_336a73, ecaade2014_198r51, 1b30, 1a13, 6444, eb34, 14c3, caadria2016_819l34, 764a, 411d, ascaad2014_003t1, a19c, ecaade2016_040m10, d206, 1773, acadia16_308r18, b194, bb42, 3390, 34bf, 3cac, db66, 3853, 7c59, 5302, f589, b1ab, acadia14projects_627e, 540e, 38f8, d25b, 0a7a, 3518, 0dd9, sigradi2016_534oo, b4d3, caadria2016_343i15, 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bd87, ijac201412301v6, 5944, 587a, bfe9, 3ae0, 1697, ecaade2013r_004y3, 746d, 8634, e4fa, ecd7, 9705, 8f7f, e107, ecaade2014_208a54, 49e3, e45e, acadia16_140y9, 45bf, ce6d, 342a, dfbf, ecaade2014_153b37, 6664, 4f88, 66cb, 49fd, 4b8d, caadria2016_383r16, 5c6f, caadria2016_259s11, 533c, acadia16_326s19, 8e7a, 46dd, d020, 3637, a70d, 9e7c, b3de, cbd6, sigradi2016_420uu, f16a, 182c, 5f39, eece, 79f2, 4ac7, b1e7, c8ca, 87f0, 0999, 5e61, 69c0, 2887, 9643, 8069, 6ee5, 7d14, 376c, ijac201412408f2, 6d72, 3edc, cbe4, sigradi2014_281k3, 3d00, aa62, 798e, 6a42, caadria2015_065a8, ijac201614306w3, d6eb, 8c91, 0002, e5d1, sigradi2015_8.289b15, e18d, 29b4, 5625, a889, 3822, caadria2016_539z22, 6997, 9b86, 89fa, c2ee, 51c2, caadria2016_611c26, cf63, acadia15_417b18, 9a6e, 1d30, sigradi2013_112c, 3e31, 278a, acadia14projects_435aw, 85ae, acadia16_440a26, b10d, acadia15_95p3, ijac201513303m11, c2fe, a3f1, 783f, ddd5, e1b2, 6519, sigradi2016_490mm, caadria2016_353x15, 3fd3, ba13, sigradi2015_10.309l22, 1120, 1c74, 0e15, 9dd1, 3b85, 19ab, fdf8, a8e2, 9ba2, 8629, e728, sigradi2015_3.111i3, 0c14, dc11, edf4, ecaade2016_ws-dheritager67, b04f, 403a, sigradi2013_313n, 1f13, 5597, 10f7, ecaade2013r_003p2, d38b, aff8, c5bb, fd2c, 9c55, 9311, f366, 7406, acadia15_513u22, e165, 3c28, c141, 8d19, e642, 743e, 332e, 671b, e8dd, 2bd7, ecaade2015_87r17, a5aa, e317, caadria2016_549o23, e0e8, ecaade2014_071e17, b061, bf8d, 2223, 806c, 9d4e, 5126, 6bd1, 2ee2, caadria2016_353z15, f492, 3a74, 9461, 44b9, acadia14projects_145r, a76b, e2f6, 001b, 2f04, 3240, ecaade2016_168g48, sigradi2016_417kk, 866c, 5535, a7ea, ecaade2016_221t56, sigradi2016_801z, ad3b, 4efa, 6112, e53b, c808, 83c5, 573f, efb9, cba8, 8ea3, bef6, f5d7, acadia14_473am, ed79, 07fc, a45a, acadia14projects_497aa, 79d7, 649f, sigradi2016_673dd, 6b94, da10, 0fa8, 9b92, e5f8, 4f6a, caadria2017_163x40, 28d2, f307, 5ba8, 8aea, ascaad2016_045f19, dbb9, 8351, 6cbc, ecaade2014_186a48, ijac201412406j9, ecaade2014_112w25, 63d1, 6bd4, 3573, b55c, feb8, 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acadia14_291aj, 7b8f, 9f17, 8139, 531a, f8ad, 350b, 08ef, ascaad2016_018i7, 65d8, 959a, ecaade2015_194y40, a56e, acadia16_54a4, 9046, acadia15_95b3, c487, acadia16_98e7, e6bf, 5b7a, ecaade2014_088c21, ce33, ac39, ecaade2015_287i63, 698f, 7cf8, cb1b, 68e6, 9b6a, 8801, 8ada, caadria2015_206o30, 350f, abaf, ecaade2016_018e5, 769c, ecaade2015_138m27, e54b, 4264, a0ad, 2110, sigradi2016_803bb, 96a1, d99e, 68cc, c0ee, 8662, 0dec, ecaade2016_217p55, caadria2017_003z1, da7a, ad2f, 99ef, 1f55, ijac201614305e3, acadia16_214g14, ecaade2016_129f36, 9b3a, 72dd, 0e94, ecaade2014_225k58, ecaade2015_217y47, ecaade2014_089l21, cb80, a864, 2e04, 0210, acadia15_95l3, 7fc8, 6810, c3cb, ce3a, 398e, 5475, e81a, ijac201412204x2, d520, caadria2017_035t11, 07da, ijac201513203x6, a63c, sigradi2013_267v, dba8, bbc8, 9a4b, 16d5, be21, 61d2, 86c7, e565, 6216, ascaad2014_016c9, 26f3, 1eaf, 4084, 16bd, 96fd, a955, acadia16_352c22, b349, 6a9d, 89fb, e8d4, 1995, 44c3, d3ab, a86e, 9b5c, cac7, ee73, caadria2017_118w30, 97c9, 3208, 0b1c, 2949, 2028, 0ce5, 8a3b, 7216, 58de, 071e, cc6b, acadia15_483c21, 34a1, 4f30, 94bb, 0b42, ef33, cd9b, 54f0, 66f1, ecaade2015_215j47, sigradi2014_213w7, 4566, 6fba, 5b1c, e6f6, 3b47, 9607, 5711, 0daf, ijac201412306b3, 234b, a667, d432, caadria2017_165l41, 678f, ecaade2014_055v13, 709e, ea8c, df02, 1aa3, 8c06, df68, 1eb5, fa24, 941c, sigradi2015_3.65m2, 17da, 8bd5, b7da, 4143, ijac201412204r2, 9cd8, d880, ac7f, de31, 44e8, 3599, 1384, acadia16_424f25, 6f1d, ijac201513302n10, 79ce, a4f8, cd9e, 151f, acadia14_719d, 42be, sigradi2014_103z8, ecaade2014_168x40, 2a5e, ascaad2014_024f5, ascaad2016_028c11, ascaad2016_057r22, ecaade2014_024i7, ae76, 2799, ecaade2016_025b7, 8ae0, 8015, c1f3, dd51, 803a, 2bc7, 3fdc, 8741, 5517, 73ba, 5952, a2e2, deec, 5198, ecaade2015_180n38, 6b60, b93e, 4851, 47b6, 9756, 6a29, 186a, b6d5, b30e, 74cf, 45d2, 80e3, a233, 4be8, 438a, 0268, 6c6f, acadia16_184l12, 2c87, cb31, df39, ac2b, ecaade2014_239j61, 0a6f, e8a0, 07e3, 392e, ijac201513206w8, 7d31, 72a4, 6f9d, 3377, acadia14_409n, 2e03, afd9, 9b0f, 5742, caadria2015_070v8, e9c2, 2931, ab75, 06b8, acadia15_343f14, 6ebb, c41b, 383c, 60b2, ab9d, 7d5f, e69d, 1880, e235, 1820, 3750, 9117, e0db, ecd5, ecaade2016_042m11, sigradi2015_11.34e24, 014d, acadia15_110f4, 7ff7, sigradi2016_484j, acadia14projects_237at, fa89, ad77, 8b00, caadria2015_073a10, sigradi2013_152, 657e, fdc8, 80b7, 2d3a, 9b05, 234f, e63e, 12bc, 583b, 061f, ecaade2014_206z53, e00a, 51d5, 6008, 2b0d, 39eb, 3970, 2e32, 8c28, 9236, ecaade2016_067e17, ecaade2014_140x31, 63e1, ecaade2015_202o44, de23, c593, sigradi2015_9.152l16, 57c1, a610, 813e, 6171, d382, da5e, 0baa, d990, 6e0f, e6e5, d9c0, ijac201614208h14, sigradi2016_430n, 87c7, b171, 1e33, ecaade2013r_001l1, 8f89, 4c8b, f61b, 701d, b9fb, 5720, d1b2, b87f, b13f, 50e3, 3998, ecaade2015_211z46, acadia14_565u, 0ee6, 45a1, 8e9b, eeff, 2fa0, f964, a58d, 9071, sigradi2015_13.316u28, 8ed9, d94f, 7cae, b843, e2d3, 5458, 1e6f, ee0c, 7542, 8866, 632f, ecaade2015_227n50, ee53, 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caadria2017_063f21, 9fe5, ce43, 8568, ae72, ecaade2014_184h46, c800, b4ba, 3850, e2dc, 4738, e911, 6138, 30a6, c788, b3b0, ascaad2016_042v16, e281, 1df6, a67b, 9960, caadria2016_467s19, 45c5, acadia16_460t26, 6ccf, caadria2017_155t39, 32e2, c567, ef3d, 02f9, da1b, cfcf, dd0a, 2205, 471d, 7331, ddfb, caadria2015_164g25, ijac201412401n3, 1a73, 2a8f, ccca, e57a, 4b0c, 6152, acadia16_184n12, 0aed, afc3, 7ed9, 24da, 6937, b028, 34ea, 4d93, 1953, ascaad2014_015x8, ecaade2014_111z24, 0a83, acadia14_101m, df3a, 598d, d3fd, acadia15_483b21, 2771, 6853, ef97, d453, a91d, 91cb, bf85, ascaad2014_026c7, 8244, 8a30, c66f, 0f02, 5d3c, 2ed1, e275, 349f, sigradi2015_3.268p5, d307, 1b5b, b998, 652f, b3dd, 85dc, 093c, f345, a2e3, a362, 8d96, 5018, f262, ae1f, 3e41, 7498, ijac201513105a5, 4d8d, 0932, 1f1d, 1393, 4089, 89ba, 6631, ac56, 3149, 45bc, b49c, fcf5, ecaade2016_057t14, acadia14projects_247u, 55e4, 7eb9, 4bd2, 1531, 0070, f5c4, 759d, ijac201412402j5, 3869, acadia14projects_479w, a34c, ecaade2014_138n30, 06c0, caadria2017_183h44, 2de2, b0ab, acadia16_214a14, 87df, 9488, fc31, 5583, 1252, 0ebd, ff96, d1ff, cfc6, eb6c, e83f, acadia14_497t, 9c22, 73e2, caadria2015_237r35, cf4a, abff, b12b, ed6d, sigradi2015_8.41s10, 93c2, df96, 6357, 0dfc, caadria2015_108p16, sigradi2016_393ww, ijac201614101i1, 28ea, 7022, 81a4, ff39, 004d, 7c9d, 76b2, 1c8d, 3429, d21e, bfe1, 8ca7, ecaade2015_11h1, 5c67, c205, 8b21, fc03, 65ac, bc51, c79e, f464, efc8, d25c, 90f4, 7829, 5783, 620e, cb5c, ecaade2016_070n18, 73c3, 8ae1, ecaade2014_029e8, ea77, 991a, ff25, c7d0, 2fdc, 2641, 372a, 713b, acadia16_280j17, 1423, 2430, d4ac, 2a23, 703b, 5b0c, caadria2016_239e11, ecaade2015_86h17, 4807, acadia14projects_691at, e011, 351a, 596a, 8f3e, 0b0f, acbd, b04b, 1bbd, eaaf, a729, ba46, caadria2016_621a27, a97e, e1a7, a823, 9a3f, d5ce, 0384, 73e9, caadria2017_008d4, 114e, 8518, ecaade2015_250h57, 9774, a932, afaf, caadria2017_155u39, 1e7f, 2485, ecaade2015_248r56, 9613, caadria2017_029r10, ecaade2015_306h67, b15e, 863e, cb25, 2c6a, sigradi2015_6.366c9, 76bf, sigradi2016_590p, 555d, 6401, 4855, 3e4b, 00be, ascaad2016_007o3, caadria2015_073j10, d6a8, ascaad2016_011i5, 085e, 34bb, 711a, 6014, 3715, ecaade2014_149r34, 980f, 0830, 22ce, 1a2c, 9af5, 9d92, abb6, e6ad, acadia16_352s21, 27b9, b4c8, ec64, dcaa, bdf1, 7320, e87e, 4371, 78ad, acadia14projects_671s, 2962, 984a, 11a2, f65b, cc21, caadria2017_165t41, 136c, 932e, acadia16_78u5, d5bc, caadria2016_457f19, 481b, ecaade2014_132h29, 8f28, f457, a93d, 7f62, d9a1, ecaade2016_078a23, b7ee, 7f29, acde, ad08, e192, bba4, f9e1, e9d1, 0afa, a477, 89d3, 2b41, ijac201614203v8, caadria2015_048m5, 54e9, 3abd, 1fbd, 1a9d, caadria2017_183j44, caadria2017_183w43, 7acc, 756c, 4f49, a113, 2542, 2901, df87, 1674, acadia14_463h, caadria2017_127k34, 493b, a1de, d551, 9e1e, 8c6e, dd7a, e637, c242, 71e4, 5b3b, efbc, 68ed, acadia16_308y18, fc92, 77f8, d234, 17fd, 60c5, 7e6d, 28a5, sigradi2016_590a, sigradi2015_10.140r19, dbfe, caadria2015_030d4, 31a9, acadia16_344k20, 6594, 72aa, 8c9f, ascaad2014_013x6, caadria2017_040o12, sigradi2014_049f5, 8d4f, 9b3c, ed76, fb9b, 694f, edd2, 2f0d, dca4, 34e8, 8984, 733e, 3f5c, 71b1, 82b7, 3bb6, sigradi2014_140p2, a83d, 61b4, 427b, aef2, b0f9, ascaad2014_010n5, ee04, 2145, 6314, 2b23, ecaade2015_318s69, acadia14_153as, cd86, bc84, f842, 8fd8, a3c7, 0b29, e0e9, c5ca, 9cc0, b191, af76, e2c9, acf9, 19b4, ijac201412305s2, ac9e, c49b, adb6, 3e3a, 664b, ca30, ascaad2014_035n1, 3973, 6a56, d630, 6649, c450, a5c8, sigradi2016_488s, 4a9a, 9c18, b3d8, ad76, 8035, ecaade2016_073a21, bc4b, 27cb, 2a00, ecaade2016_203i53, 540c, fbec, acadia14_101au, sigradi2016_470z, ecaade2014_137c30, 258c, 1664, f3ea, 55f2, 939b, ed25, c863, 1713, 1d7f, ecaade2014_111o25, 4786, acadia14_219b, 5ce8, ade9, 5aa3, sigradi2016_625zz, 052e, c920, 9044, acadia14_619ag, c83a, 984b, 8462, 0a49, 5a6f, ecaade2014_112z25, bc0b, eced, 3396, 6eab, 12df, 20a0, ada0, 5956, caadria2016_457l19, e032, 8520, e480, 96e8, sigradi2014_145b3, a370, 5518, caadria2015_081d12, 0d64, db84, 08d6, acadia15_47k1, 1dda, e09e, sigradi2013_226v, sigradi2013_281, e048, 60cf, 29af, ecaade2015_248k56, d783, 4e30, acadia16_254b16, a736, faac, 5356, e217, acadia14projects_199ah, 79bd, 2903, 3931, sigradi2014_279a3, 3b37, 35b3, 2044, 6657, fe1b, caadria2017_021c8, b434, caadria2017_031l11, c83b, 8c7c, 084d, 5064, caadria2015_139e23, 95c9, 7826, bc83, sigradi2015_3.370a6, c36a, ascaad2016_011g5, 4c39, 0a29, cdb2, 0e2c, 64d2, f134, 1777, e049, 96ca, 18d9, 2f51, ac86, ecaade2014_224v56, 1f3c, 94a2, 8586, caadria2017_185o44, 396a, ecaade2015_180t38, ee1f, dcbd, d8ee, a595, 78d3, 18cf, 0ed0, cfc0, c248, 0aec, 51f1, 8782, d21a, 54a0, 8bb7, cd2d, sigradi2015_4.52o6, a008, sigradi2013_275a, f441, 674c, 2ffe, ff35, f1f2, 52d7, 981d, 77ee, 95e5, 6e3c, dac1, 74f9, sigradi2014_329a7, 27e9, 1e78, 39b1, 7723, ecf6, 9420, 6d34, 2d7a, ebe6, 9c44, ecaade2014_057s14, ecaade2016_225b61, ecaade2015_273h60, acadia16_12t1, 2681, ijac201412303r8, caadria2015_208g31, 9d86, 0a80, acadia15_232n9, 4d91, caadria2017_067s21, sigradi2015_3.268k5, 444b, a963, dd8a, 2cde, ecaade2015_91h18, 684d, b943, 44f9, dbb5, 362f, ijac201412303h8, ecaade2015_22b5, 8ef4, e624, 7384, bf0b, b568, 3d84, b9a1, 1973, 300a, ddf5, sigradi2016_522v, a0b0, 9833, d3e5, b1ae, caadria2015_061f7, 0397, 3782, 14e7, 529b, caadria2015_209d32, cf76, 159e, a91a, 781f, 5382, 80f3, 9dbb, e97d, 61c9, df48, 34d1, 811d, 8061, f216, 2823, acadia14_565i, 48b7, 81e4, 53df, 742a, sigradi2013_208l, c7b7, 38c6, ecaade2014_153m36, sigradi2014_197u6, 10cb, a06f, a26d, 3836, 94eb, 1f31, f642, ecaade2014_084l19, a9bc, ec93, 64cd, ded1, c0fd, 69b0, 9fd8, 3277, 755a, ecaade2015_180f39, 6063, ecaade2016_089b25, 6f67, caadria2016_529l22, ccb5, 9a4f, 0e66, 8768, 59b7, 9adb, bb39, acadia16_470b27, 4e0c, 6214, ecaade2014_180j45, 8012, ecaade2014_215f55, 9d95, c254, ecaade2014_201i52, 7936, ecaade2016_027a8, ecaade2015_324t70, 761c, 2286, 590c, ce68, 534b, 8ef3, 88fb, 7b68, ecaade2015_175m37, 63fc, ecaade2014_218w55, d57a, caadria2015_012b2, 222b, 9ca7, 562d, afe3, 8be3, acadia15_57k2, 4842, 4b85, 97bb, e321, 3d6b, a3c2, 157d, b1ca, 6f54, 247b, 4a0f, dd86, b10b, fc1a, 5f4d, 0642, 4229, 2994, caadria2017_080j24, acadia15_343g15, cc76, acadia16_280b18, 0a44, ecaade2013r_019h10, 7d45, 081f, ecaade2014_113s26, 7054, ddc7, eaae, b39b, d653, ascaad2016_057y22, b90d, d014, dec4, b317, 29c3, d5b3, 1284, d9f8, 8a81, f32c, 92d8, c7b5, 8a89, 7ff1, ecaade2014_224p57, ecaade2015_109z20, 0683, 3f01, ecaade2014_109p24, acadia14_555g, 8e3b, 20e4, 223d, sigradi2014_239c9, 953f, 7cbd, fd9e, ecaade2016_158i43, 5233, 5a2f, 8cde, 776c, ced0, f39c, 5030, 9fb5, b381, 1448, 3026, 5fb3, acadia14projects_135y, bb86, cb8d, ecaade2016_074t21, fa96, d184, 7330, 4c7d, 28c6, 1b58, f3ce, 3496, 2b97, 7f6d, ecaade2016_210y53, acadia14projects_445ae, ddea, 2e39, e2c3, 77f0, 9b50, d34f, 374a, ascaad2014_011a6, acadia15_395c17, 357a, sigradi2016_741hh, b6e2, a2ed, 2f1e, 5006, ijac201614305b3, c272, 80fe, f5ef, b5c2, acadia16_24r2, 59e7, b2c2, 8eee, 7bc3, 1997, 715f, 9c93, a967, ead5, cfec, ascaad2014_019r2, 48aa, sigradi2013_112d, a860, 20fe, a2d7, e97b, 1636, 120d, sigradi2015_9.141h16, a27a, 75bb, 9698, 107b, ecaade2016_102e28, 293b, d773, sigradi2016_484rr, 005c, 4fe2, 8df4, 4b5b, ijac201513303v10, 40a4, 2c66, caadria2016_321m14, b589, 664e, sigradi2013_429a, f7df, d37a, cf02, da34, bd7c, 6843, 02f2, e80e, 5d5d, 4272, 88dc, 834a, 6eac, a97b, caadria2017_163m40, dad6, 4071, 008f, c283, 10e0, 2cd2, 8103, 7a5b, 7cb1, 0282, sigradi2014_263g1, 1332, a52e, sigradi2016_805hh, ijac201614305r3, 9a36, acadia14_655aa, ijac201412303l8, 49b7, fa00, sigradi2015_11.136w24, 6aa5, ascaad2016_059j23, 66d3, ecaade2015_201z43, f44a, ac31, ecaade2016_002a1, bf7f, bdd8, acadia14projects_619au, d1fb, 92bd, 567d, 065d, ce75, acadia15_431p18, 6365, ecaade2016_074v21, b4fe, caadria2017_101n27, fa0a, 6a54, 0947, acadia15_311k12, 0e43, 2e4e, 3f55, acadia15_343s14, 9477, 2897, 9d1b, 3515, ba68, sigradi2013_280p, 2d6c, acadia14projects_655ac, acadia14projects_627ay, a778, b6a5, aa14, dd31, 30c0, 3a59, 5c0b, 0da2, 11d9, 7cac, f501, d59c, a520, 93d2, 827c, ece4, 8ddc, 3b53, 8be4, 8a80, a899, cda9, 1927, 1314, 6155, efe4, ijac201513203m7, 3620, d420, 70d0, 28cd, d86b, c55c, 1427, 3978, c379, c532, 20b3, ecaade2014_140r31, 86c5, caadria2017_113v29, 1da7, 895e, 1d46, 6650, cd58, ascaad2016_046m19, d932, 1ecf, 0b54, 38d6, ecaade2016_tkoi67, 1421, e14c, a625, 0c25, ded9, 6776, 79d2, 625c, c0b5, 728b, cccf, 1a77, 9e20, b343, 8ad6, 0dcf, ab7d, 7c02, ecaade2015_237h54, c0d7, e5c8, 8ceb, cf3d, 39c2, 4a72, 5327, ecaade2015_285g62, bbab, e325, ijac201614102v2, 3c63, 34a0, 2c3e, 3d31, cb4c, ee25, acadia16_244s15, 8863, 054f, 010e, 3327, d4a7, acadia14_531t, 3741, e85a, ecaade2015_73y13, 70ce, b25f, acadia14projects_135m, 7e94, 4dda, 42ce, c7c2, b26c, 2cb5, 4b5a, fd06, 14c2, caadria2015_124u19, sigradi2015_10.220f20, 40b2, 3154, 7fd2, bc3f, 45ba, 9cfd, 78d7, 6383, 8a58, d9a9, 2937, 28a4, cce8, 35fd, 1ae3, 754c, ijac201614208s13, 4ea5, 6afe, 7a64, 49d8, fc12, 17d4, 3e94, 9c6c, 443e, 4608, 346b, 9909, b64d, 385e, 29d7, caadria2015_004o1, e737, sigradi2015_8.186w12, df38, d6b1, a535, ab0f, 9d6b, caadria2017_040i12, 323d, 8de3, sigradi2015_8.81v11, 5c1d, c7f3, acadia16_44m3, d5fc, e849, 22da, b48a, ecaade2016_110c30, 5290, ac3b, caadria2015_087u13, b38d, ecaade2015_194t40, acadia14projects_671l, 0b9b, 5b96, aeee, 5e07, f875, c404, abdf, 81c9, caadria2017_005e3, acadia14_219d, ecaade2014_038a10, 0531, c74f, 89d4, caadria2015_126y20, 2294, sigradi2013_387f, f2be, 0b3a, 87e5, 0e13, cca1, 713c, b2ea, e2dd, cfa2, 8685, 2f8c, 9545, 404d, 65bc, abec, 1546, 4fbd, 6d30, bd76, 7e0d, d28a, 3ca7, sigradi2013_343g, c513, 9c0a, ee9c, acadia14projects_115al, 8e75, a41f, 3498, bf07, 29b7, 3dd4, 27e1, f496, 57a0, acadia14_291am, eaa8, fde4, 0abe, 4315, 9c12, 6913, bedb, sigradi2014_144z2, f6d4, 6a5c, ecaade2015_171b36, 54bd, 90a9, ad34, a8f7, 7350, 3fac, 81de, 9abb, 0e45, eb81, f2c7, aac0, f0d2, sigradi2013_183, 8d05, 1276, 3c34, 6b99, 44c8, f10f, 0e74, a691, 44fb, 8cfa, ijac201614407x4, 8ed1, ddde, 575c, 44b3, 8a57, 4266, a5e3, ecaade2014_186l47, caadria2016_851h36, 731e, 7b52, dcda, 8fec, 39cb, 9526, f3a7, 5d87, 32d9, d6c3, ecaade2014_105w23, 5640, eb58, ac8a, 07af, caadria2017_062x20, 097f, c968, 02c1, d87a, 6df1, acadia14_531n, c5dc, febb, ecaade2014_049x11, 6f71, 9063, 3131, sigradi2016_448t, 0d63, sigradi2014_084z7, a34a, e242, df7c, ddcb, a321, d2e3, 5df1, 2a14, 4fbc, 9968, bc7b, 8acc, sigradi2013_401o, 3c42, 1ad3, 4c0c, ecaade2016_136l38, 3948, ascaad2014_032p9, a859, 348b, d261, 4d04, ff60, 9123, caadria2017_069y21, c66a, 8c60, e691, fa91, ecaade2015_138j27, 859a, c126, a1c0, caaf, ecaade2014_084p19, 1764, 99aa, e508, e6e3, 6582, 82ed, ce26, c469, 4d61, 08da, dd09, sigradi2015_9.152s16, ecaade2016_158u43, ascaad2016_039z15, a6da, 334f, 5053, a6f2, 0400, 667f, c7c6, ec63, ecaade2016_068s17, ca04, 8a7c, 88d0, acadia16_24x2, 8a9e, 2d06, b517, 31d4, 2748, bd64, ef8b, f74b, 475a, 8752, 2331, f234, e8d2, ddbf, 836c, 147c, 790a, 981f, 6251, 3e0f, acadia16_260r16, d10e, 28c0, sigradi2014_329x6, ee60, b58e, acadia15_407i17, 12d1, 776b, 1a89, acdb, f349, 8c72, 71c7, 52dd, 0d55, 2ba7, 3ab6, 354d, 1ee9, 3104, 5125, 2399, adcf, 72a3, 264e, 6ea3, efcb, 7477, 151e, 2c84, ddba, 5628, acadia15_110c4, 526c, a0b5, 57be, 7c88, ac9b, 8223, ascaad2016_054a22, ascaad2016_028d11, 4c62, 9297, 3ff0, 0e3a, ijac201614208d13, 2e7a, 8a86, ascaad2016_057n22, 2ee5, bf9a, 1c1d, ecaade2015_304c67, dd67, ac40, e8b1, f881, 91c5, sigradi2014_144w2, 3fd9, a6e1, ecaade2016_171a49, 238f, 678c, sigradi2016_592y, 55fc, fc60, 7bdb, ca6d, c0e0, acadia15_381u16, cd80, 89e0, b947, 2024, 6016, b113, acadia14projects_135k, 273c, 3884, 3304, d238, b2c9, b3dc, sigradi2015_2.213u1, 887f, caadria2015_114i18, 353f, 434a, 7b61, 26d3, acadia14_619ae, 610e, 8cdc, sigradi2016_641hh, ecaade2014_168w41, d8b1, 354c, acadia14_479aw, caadria2016_085e4, d698, 60ae, 3c00, 42a7, 0e58, 6e95, 7bd5, b4f6, 3520, e6d6, 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24c7, d988, edc8, 7e0f, 889e, 271d, 1d86, d41b, 9897, ecaade2016_073z20, eca5, fcb8, 7296, 62f5, 6cff, 4952, sigradi2015_11.8r23, 1dc4, 1b3e, 4591, c7e2, sigradi2016_601vv, 695d, ecaade2016_157w42, 127e, 96cd, d9cd, 0216, c04e, ijac201614207n11, 3944, 9766, 34ed, 1875, caadria2016_281d12, 611c, 369f, 874f, da33, ba66, d20e, 43fb, ecaade2013r_015p8, ebe9, 1e68, ascaad2016_022u8, 9953, b897, 0cdf, 384c, 187e, c65c, ecaade2014_133t29, 5a9a, 70e7, ecaade2013r_005m4, 3e79, eb74, ecaade2014_239m61, 50ac, 513f, acadia14_145aj, dc93, addf, b44e, 814c, ecaade2014_186d48, ecaade2014_122c28, 8c04, 35b4, 67a2, c65a, 53fd, 57b9, 8b42, caadria2017_135i36, 211f, bdb3, ecaade2014_175t43, 79c4, 0e59, d266, a66e, acadia15_483n21, 8d4b, 6df4, 9617, db6c, 64d6, caadria2015_096o15, 5012, e08f, 0ec0, 6d65, sigradi2015_9.152w16, d301, 0102, 6d05, 6ca8, 4a8b, 71cb, ecaade2015_127a25, 917a, d2a8, 1ba2, caadria2017_015x5, 6002, 959c, 5a63, ascaad2016_009p4, caadria2017_096r26, 0ae3, ascaad2016_043e17, de2f, 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