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 ga9908
authors Senagala, Mahesh
year 1999
title Artistic Process, Cybernetics of Self and the Epistemology of Digital Technology
source International Conference on Generative Art
summary From the viewpoint of Batesonian cybernetics, ‘conscious purpose’ and artistic process are distinct ends of a spectrum of the functioning of self. Artistic activities— by which I mean art, poetry, play, design, etc.— involve processes that are beneath the stratum of consciousness. By definition, consciousness is selective awareness and is linear in execution and limited in its capability to synthesize complex parameters. As Heidegger pointed out, technology is a special form of knowledge (episteme). A machine is a manifestation of such a knowledge. A machine is a result of conscious purpose and is normally task-driven to accomplish a specific purpose(s). The questions this paper raises are to do with the connections between conscious purpose, artistic process and digital technology. One of the central questions of the paper is "if artistic process requires an abandonment or relinquishment of conscious purpose at the time of the generation of the work of art, and if the artistic process is a result of vast number of ‘unconscious’ forces and impulses, then could we say that the computer would ever be able to ‘generate’ or ‘create’ a work of art?" In what capacity and what role would the computer be a part of the generative process of art? Would a computer be able to ‘generate’ and ‘know’ a work of art, which, according to Bateson, requires the abandonment of conscious purpose? The ultimate goal of the paper is to unearth and examine the potential of the computers to be a part of the generative process of what Bateson has called "total self as a cybernetic model". On another plane of discourse, Deleuze and Guattari have added a critical dimension to the discourse of cybernetics and models of human mind and the global computer networks. Their notion of ‘rhizome’ has its roots in Batesonian cybernetics and the cybernetic couplings between the ‘complex systems’ such as human mind, biological and computational systems. Deleuze and Guattari call such systems as human brain and the neural networks as rhizomatic. Given the fact that the computer is the first known cybernetic machine to lay claims to artificial intelligence, the aforementioned questions become even more significant. The paper will explore how, cybernetically, the computer could be ‘coupled’ with ‘self’ and the artistic process — the ultimate expression of human condition. These philosophical and artistic explorations will take place through a series of generative artistic projects (See the figure below for an example) that aim at understanding the couplings and ‘ecology’ of digital technology and the cybernetics of self.
series other
email msenagala@iname.com
more http://www.generativeart.com/
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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sigradi2016_534xx, caadria2015_126z20, 228d, ea0d, 1bc2, 43e2, 49ef, ecaade2014_018s4, 3641, 447e, 4d2c, 4ee4, b0b0, 5e7c, 560f, a1df, afd8, ff4f, sigradi2016_507uu, fe43, f20d, 3c22, c358, bcfd, ascaad2014_012i6, aa84, acadia16_362o22, eefd, 6c66, sigradi2014_345c9, a003, acadia14_189av, caadria2015_102w15, a601, 2d86, 63d4, 060a, 2707, 7e05, 2d07, cbd0, ecaade2014_080g19, caadria2017_047b15, ecaade2013r_004s3, c39e, 3374, ecaade2015_301c66, 141d, 5b19, caadria2017_132s35, caadria2015_150e24, 0ae4, 635f, aff7, sigradi2016_382cc, b2e1, 9202, 222e, 5ce2, 0945, 3ca5, 64d8, ascaad2016_029y11, ecaade2016_019m5, db78, 9709, 6140, sigradi2016_614t, 9468, 2bc3, sigradi2015_3.201u3, caadria2017_135d36, ac25, 9341, 1d97, 95ea, 1278, ecaade2014_225j58, 66a3, 4fa0, b381, faf8, 3177, acadia16_244r15, 015b, 9728, d104, 37f2, acadia15_137w4, 1002, c933, 2c9e, b126, 59bc, 886b, 54b2, ijac201412405w8, 9225, 42e2, 8516, caadria2017_124v33, 6749, ecaade2016_042g11, c220, 03f0, 8538, f549, ffc0, a6f6, 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9861, 2d90, caadria2017_095h26, afad, ecad, 7c0c, 0071, 35a5, b563, 365d, 0dca, 216f, 6437, ecaade2015_17i2, 188b, 1baf, c390, 228b, 9290, b541, 0362, sigradi2016_792h, c529, 897e, 2fbd, 0fea, 63fb, 519f, c462, 5e0b, c6b5, de62, 7ad0, ijac201513303t11, ecaade2015_127f25, 5d32, sigradi2013_212r, ascaad2014_024x5, ebb6, d914, 26ab, ee9f, 6e86, f8a6, sigradi2014_041d3, a5ae, 874d, acadia14projects_23x, f5ce, 55ea, ecaade2015_206a46, 74f6, 0283, caadria2015_194r28, 2f43, a1c8, 5291, c059, f04b, ed07, 1b77, 1e52, b081, 88ca, 58df, b36c, ba06, 0251, ed97, b621, daf2, ascaad2014_019p2, ecaade2015_138d28, 4d3d, 5373, 63e1, d584, acadia14_579c, sigradi2013_263r, 2c60, 966c, 3aee, cf0c, d5b6, 1326, a70d, 9ebf, acadia14_63am, e9cd, 77ba, a0a9, ded5, 7582, 567c, d56c, 2179, 2930, ea40, 82a4, 8da2, 0b37, 5f59, sigradi2013_414s, e072, 31f8, 9148, 1cfa, 7bdf, eace, a401, 3ecc, 7341, de3a, ecaade2014_233m60, 647f, 4478, d905, acadia16_440a26, 2962, c5a0, a0e4, sigradi2016_360z, ijac201412207g5, ce66, 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sigradi2014_032d2, d477, beab, 8a91, ecaade2016_191a51, caadria2015_087d14, 4f64, d360, 78de, caadria2015_111g17, f3aa, 9175, ecaade2015_55p10, efd3, 1c21, 114b, 1611, 8de7, bc6c, 1223, 0662, 1a63, 1fbd, caaa, 8c14, ijac201614201e7, b12a, 3116, 4e2d, ijac201614102w1, 6b9c, ec9b, 3d5c, 22c7, fd64, f046, acadia14projects_655aj, 741f, sigradi2013_275, 15b7, ecaade2015_138y26, 688d, 1ac0, 85c9, 0480, acadia16_54r3, 53f9, 882b, f5cc, 347a, 76d7, 1f92, ea80, dc2a, e184, 4668, acadia14projects_189ax, 3a3e, 6caa, sigradi2016_426d, ef66, 0750, 03ab, 9f40, 3039, bdb6, add9, c8b5, 880e, cecf, fd1d, ecaade2014_163k40, ecaade2013r_012m7, 13db, ijac201412408o2, ijac201614105r5, acadia14projects_565s, 28b9, bd0d, 940b, acadia15_95l3, 961b, 6ddf, c928, 1906, ffdf, 57cf, a90f, 63e2, 7f77, c2a3, 5238, 60a5, 7765, 608a, e454, 8db7, 275f, sigradi2014_178h5, 8306, eb76, 8891, 7cdc, b187, 059c, 4fc3, ecaade2015_314l68, ef4a, 0eaa, adc7, 8589, 0b6b, aab2, a174, 2741, 18d5, sigradi2014_307p5, adbf, sigradi2015_6.42w7, 1e89, fc3d, 2579, 0bde, ed52, 580f, 8e71, 27fa, 7a6f, 51f0, 36e8, ecaade2014_143s32, dd41, be1e, 4fe1, 3290, 9c3c, a046, ef72, 822a, 922e, 5255, 1bef, 8acf, 12fc, sigradi2015_8.186v12, e625, 38db, 5f6a, sigradi2013_189g, d199, f90d, 9912, sigradi2016_571pp, 9868, 0b18, 3016, sigradi2013_100b, a537, sigradi2016_803dd, caadria2016_797w33, 860f, ascaad2014_017p1, 1ad6, 29b9, b3a9, sigradi2015_sp_3.85s29, 44bd, c7ac, da5b, 6ca7, ascaad2016_039k15, ecaade2014_038u9, d990, 49ad, b034, 2aa4, 1c6a, a831, 86f9, ecac, 8710, 5e95, 524e, 7fe9, 481b, e088, 4372, 2e73, fd09, 1491, dd14, e78a, ed6a, dec4, d2c6, ecaade2015_317w68, 3104, 5116, 6c28, 4504, 2165, ecaade2015_318p69, 1b3e, b605, 51de, sigradi2016_779tt, 0ebe, 1ebb, 772d, a4b1, 4b63, d6cd, acadia16_206k13, 014d, 507b, e67d, a586, d76b, a3bb, ecaade2014_188p48, 74ef, sigradi2016_803aa, 0feb, 53db, 22c0, bc05, 3b3e, 916e, 33c9, 056a, 354f, 68f5, caadria2016_683j29, 098e, 54ad, 2b27, ecaade2015_53i9, faf2, 7c82, 1250, 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ecaade2015_240z54, 69e0, eeef, 336e, 89e3, 57c9, 07f8, 3d87, 56a8, 4753, 9078, 57df, acadia15_443c19, e391, 8ebe, 35bd, 8a13, 8e3c, 89b6, 8d37, 3585, ecaade2016_210f54, b18f, 6fe4, 0c1e, 0070, caadria2015_114b18, f67e, ba45, ecaade2015_53l9, ecaade2014_070l16, ecaade2016_106k29, fb8d, 4bce, ccec, f698, f46a, 80f5, 5908, d139, ca1b, 04a1, ce87, 5252, bf66, a103, 1891, f242, 7ab3, f247, 3f69, 433c, 3c41, afdc, a562, 26bd, f1cd, 8a7f, 6865, bd27, 5bd3, ecaade2015_103k20, 12c2, ed93, 2050, 9512, a0ad, acadia16_470l27, 0811, dfbe, 2244, b021, 9c68, 1c32, 4339, 5e1e, ijac201614102s1, 5aaf, a050, 3893, a305, b1c4, 3a0e, ebbf, ijac201614207g11, 63bb, 784c, caadria2017_155p39, 5aa7, 2574, c6bd, ascaad2016_039n15, 0c9a, dab2, caadria2017_174i42, caadria2015_108o16, 5507, 2811, caadria2017_145o38, ecaade2015_196c42, 67f3, b6e7, 3bb6, ecaade2016_140j39, 8ec9, 2db5, 3b50, dfa4, b1f4, a07b, acadia14projects_117av, 0401, ed51, 10f1, acadia14_153b, e9e9, 54f6, ecaade2014_139a31, f953, bd77, 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sigradi2015_6.387j9, ecaade2014_122y27, ecaade2015_122l24, 90df, 626d, ecaade2014_024h7, 6d00, a3e9, 38d5, b474, 84f1, ca32, 93ee, b29d, 830f, cab2, 93f0, adaa, c4a9, caadria2017_123i32, af39, 8771, 774d, c8ba, acadia14projects_435at, caadria2015_087t13, 0e68, 59b4, 16cc, 3457, cdb4, 253c, 1f07, 17cd, 1d39, 9fa1, 3bff, d2f6, 32a5, 0c0c, 682a, 581b, 3e46, 9cff, 6d36, caadria2016_787g33, c88a, d99d, sigradi2014_284e4, 2737, ecaade2015_158c33, ascaad2016_035r13, 507a, d0ad, 29c1, 1012, 8d26, 416d, ed90, 03b6, d81f, 1158, 3aa4, a071, acadia15_110f4, d5bc, bad6, 360a, 5261, 94ec, c03d, sigradi2015_sp_2.112f29, 402b, 7a74, afd9, acadia16_140z10, d38e, 19c4, caadria2017_086o25, 9c8e, ijac201614405u3, f6cc, 0ad3, 4594, 9de8, sigradi2016_515i, a03d, ff57, d0a6, 9245, d3d5, 47f7, 40c5, 790f, ecaade2013r_018m9, caadria2017_074l23, acadia16_62v4, a6c8, 3b5a, f55d, 484c, ijac201513306f13, 7947, 3b2f, accc, 2ae7, 61f5, bd9a, 5a50, 04c0, 8926, sigradi2014_239d9, 57ac, 6a29, 39cd, a2e5, 9576, aa3b, 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ecaade2016_169l48, ijac201513201u5, 3f62, 33c3, 0f75, f3ca, ecaade2016_018j5, caadria2017_004o2, acadia16_432t25, 73c4, b0c7, 749f, 6fa9, 8dc6, 2818, e649, 2d16, b06c, bd8d, ef23, f068, 0019, c865, 949d, 87a3, sigradi2014_074i6, e2c3, 7427, 323d, 724a, 6fa4, f5f5, 781c, 1981, a065, acadia14_479w, 9673, b452, ecaade2016_191l51, 910a, 289a, 169f, aed0, 9224, ecaade2015_61t12, 0899, 4fe8, sigradi2013_390, 07ee, 7dd5, e8a1, ab92, 1ec6, 4ddc, 5c2c, acadia14_375d, 203d, acadia14projects_681av, 86c4, ebc1, e82b, 8198, ecaade2016_072k20, 9ec6, 968f, dff9, 1fcf, 9a2d, 233d, 45d7, 08d3, sigradi2015_12.297g28, acadia14_699d, 8876, 6ff7, 03e7, a519, 9a65, 8561, 9d0a, 0fac, d278, df9c, 776d, 2fe7, 156a, 5f8d, 1bfc, ecaade2015_302l66, 32b5, 40aa, 4a97, acadia15_469g20, caadria2016_641m27, b3fd, 5ea4, 05fe, sigradi2013_195v, a678, ijac201513101n1, 79ca, caadria2016_611j26, 364d, 9a37, 0b2c, f3dd, ijac201513206k9, acadia14_281y, ee5c, 323c, ecaade2016_057n14, 1d42, 6eb7, c5af, 987e, 7a1e, 2885, ef7e, 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9619, 7a29, 2200, 6c7c, 4f63, 48fe, 5402, c22d, acadia16_98l7, ecaade2015_22u4, ijac201513203t6, e80a, 7679, 9c00, da23, c009, b4bf, acadia16_12g1, 2946, 1b7b, 46ac, 9782, caadria2015_087l14, ff69, 9743, 1e1f, acadia14_291f, 8b40, ac6c, ijac201614404x2, ecaade2015_280f61, cea3, ascaad2016_059i23, c064, sigradi2016_534uu, acadia16_116z8, c752, 9895, cd50, 1694, 40b3, 9108, 0a44, 4811, 41ad, 9c7c, 4bb3, 1947, 59f1, ecaade2014_217g55, df2f, 7fa0, 465e, 36c4, ecaade2015_109y20, 7fab, d8e7, 10e3, a217, b319, 971e, e5a7, b56e, sigradi2016_690a, ac97, 64df, ad95, a7b3, caadria2017_033r11, 2844, b861, ijac201614403g2, f66f, a811, 4d52, 74cd, ascaad2016_007l3, 5b80, 3d0f, c3c1, f117, 4e06, da73, acadia16_34i3, 1fa6, 99c0, ecaade2014_084s19, ee25, cea7, 0de9, 03d6, f217, 3825, sigradi2014_128w9, 198e, ee20, c14c, f0da, 4d0b, b705, 192c, faa2, 602b, 2ec1, ecaade2014_182d46, 428f, ff75, 3afe, eabe, c27a, f7c3, ecaade2016_132s37, caadria2017_023r8, cdea, a682, ecaade2014_011h2, 7374, 9b16, 02ff, 56f1, sigradi2014_305j5, 5be7, 7225, ca96, 5446, f7bc, sigradi2016_534ii, 8297, 230e, 8175, 3709, eeff, 005d, 2a18, 7d22, ascaad2016_003u1, caadria2015_078g11, a320, e181, 4745, 0892, aa7d, fed9, ijac201614203f9, 13d4, a175, c794, 71e9, c3a8, ecaade2015_301v65, b13d, 5511, ecaade2014_024e7, 0c84, 571a, 7a03, a6fa, c812, 210f, 5c21, 8298, 118e, 0fa5, 568c, 69de, b365, b9c5, 96b2, 6c26, eb85, 592d, 5fbc, acadia14_135ac, a739, 0da5, sigradi2015_10.138b19, b558, 02b7, 2134, caadria2015_081j12, 295e, 0d39, 27a0, f9d3, ecaade2016_028g8, bdf6, 3ecb, b383, 4d2e, ac8c, d6ea, caadria2017_015l5, ecaade2016_230w61, 2d14, caadria2015_114y17, ca91, f1ea, f367, 5f20, 4719, dc57, 22a1, ecaade2014_224w57, 741b, 1c96, a4dc, b9ad, 6011, 65de, bf48, 9095, 7142, a73f, 9ea2, cbf0, 8db9, 6182, 2b90, d7cb, 6414, ascaad2014_026y6, 16a0, 3ce4, 17e3, e509, acadia16_116t8, 83a7, e020, 01d6, c8ce, 809f, b630, f974, 6007, 9a5f, e213, a526, d78c, 5741, ecaade2015_173l37, cc04, sigradi2014_015i1, c6c4, ecaade2014_186b47, acadia14projects_43af, ecaade2015_303x66, 7fae, b0e0, 759e, 2b36, f98e, 45f3, 1d1c, c3e3, e824, 558f, 2565, ecaade2015_225n49, 2cd1, ecaade2014_086y20, caadria2015_172c26, 5737, b662, caadria2017_142d37, 4f55, 065f, d7b1, f837, 78b4, 2824, 2e7a, b997, 9cc1, 15ae, sigradi2013_101, 42ab, c191, sigradi2014_045a4, cd0f, ecaade2014_156e38, 0269, 706b, 5d4e, 2d31, a23d, f034, e049, sigradi2013_281, acadia14projects_619v, 706a, 8d1a, 41ae, e47d, 3a9c, caadria2017_122o31, 4c90, ascaad2016_023u9, 45c1, a5a3, e276, ecaade2015_317s68, add4, c9a8, ascaad2014_025i6, fc56, f4a3, 4bea, d581, d54f, caadria2017_110e29, ef1d, 2f87, 0bad, ecaade2014_030j8, 7c90, c8c4, 67dc, 4e99, edff, 94e6, 4ac9, ee76, fff8, ecaade2014_168s40, a029, caadria2015_070d9, 0a81, acadia15_185r7, 5e6f, 1df5, 3e66, acadia14_627an, caadria2016_425f18, 85ee, 235a, 0f80, b974, 2022, b69a, 9926, a492, ecaade2014_100j23, 6d5d, 876c, ecaade2016_006v1, dd49, caadria2017_057z19, 90f5, sigradi2015_10.138z18, 85ff, b41c, c93c, fa36, 2e01, acadia14_539g, b61e, 2b6c, 8307, ecaade2016_132j37, 4e6f, sigradi2013_387, 823e, ecaade2016_123b34, 6b31, 277c, caadria2016_517z21, 9288, 4721, 7120, c433, f2ff, 2c91, b970, a03c, 81fa, sigradi2013_158s, 7485, 8e5f, ijac201412204v2, ccfe, 5fb2, 57b2, ecaade2016_158i43, 494f, 0fc1, 720e, f382, 2719, 0a7e, bb40, e4dd, 77e6, caaf, ecaade2016_162y44, 9a72, d83c, f4cc, da14, 1816, 2a44, 7269, e5b8, 51b3, a451, a92c, 6068, afa7, dd72, dd6f, 5ec6, 658b, d4c8, ecaade2015_53e9, ceda, acadia14projects_627av, ecaade2015_138v26, 36aa, 1205, caadria2015_086n13, 3cda, 05db, 314d, 62b1, 182a, ea3f, sigradi2016_814s, 1a18, 3c83, 2db0, 0507, badd, 090d, bea6, 4846, 7056, 478f, 34e2, ecaade2014_140c32, e3a4, 4b5a, 47c8, 10f0, acadia14projects_199al, 51c0, 2f1d, c7f2, ffd0, 007e, b82b, 1d90, 8643, ec4e, 357b, f907, 56fa, 0f6c, 0c53, ijac201513205f8, fca9, 55c2, 1907, f8ef, 366e, ecaade2016_068o17, 9118, 489c, e445, 6017, caadria2015_032x4, 7af7, 0e7c, 4d87, 3d7a, acadia14projects_81m, 0c5e, fe62, e500, 80bb, 1e64, abe3, 538b, b54f, acadia14projects_601y, 4711, ecea, 71ec, e9c6, eac2, ab70, 28ae, 650e, 2943, 7548, caadria2016_301i13, acadia16_174w11, 5d8c, sigradi2016_534zz, eaf5, bcf1, e401, acadia16_184m12, 6b1c, 6142, ecaade2014_044f11, f5fe, 6d27, 9ecc, acadia14projects_409m, 0a32, 34db, bd46, acadia14_145p, 2d94, 4565, caadria2017_016p6, e1ec, 4148, ecaade2014_149e34, 37ae, fed8, a457, ecaade2015_287t63, d137, 77c5, d9a4, ijac201513103w2, ecaade2014_163y39, ijac201614206v10, 4fb7, 8dd5, d45e, 562a, c5aa, 7602, 726b, 1873, a448, edfe, ijac201412306z2, abfa, caadria2015_099r15, 7f35, 89eb, d49a, b973, 0b0a, 8074, 813c, 8f6a, 16d0, 2cbe, 1510, sigradi2015_3.209f4, ecaade2016_087z24, 2745, ba2d, ecaade2014_215d55, dcb0, c43c, dede, acadia15_110c4, 8963, ijac201513105s4, f00f, 8c02, 6efa, ccc0, 08fc, d84c, fffe, d337, 03a4, fc52, 4d28, 3830, 9420, fdbd, sigradi2014_186d6, 0140, c19c, cfd8, 6428, c6f0, df69, sigradi2016_615w, ce74, 484f, 5a2c, ecaade2015_279x60, bc50, 8c81, 0f6f, e81d, e4ff, c567, 6bfa, sigradi2014_197a7, adb5, 133d, f947, ascaad2016_048k20, acadia14_453e, cec1, 0f71, ecaade2015_140f30, ecaade2014_023d6, 8ef4, cdc3, ecaade2014_151w35, 2eaf, ecaade2015_230m52, ascaad2016_003b2, 23ab, 947a, ecaade2015_170j35, caadria2016_229y10, 6409, 6055, a11f, cc73, acadia15_417b18, 9250, 75ac, 4803, 1c0b, 509b, 7ddc, 393f, ecaade2016_224w59, caadria2015_077x10, 5816, d9e7, 9e41, ecaade2015_138l27, c4a1, ijac201412405s8, ecaade2013r_004e4, acadia14_609an, 26dd, ecaade2016_171d49, b211, acadia14_681ai, 224e, sigradi2015_sp_8.284n30, 85a5, f07e, 4db1, c88c, ascaad2014_012f6, caadria2016_457j19, aae7, dde4, b0b8, 3f71, 8435, 3be1, a358, 2884, a892, a91f, 5b06, a209, sigradi2015_7.203g10, 4d37, a3ee, 789b, 0733, acee, cffc, b094, 83e9, acadia16_270g17, ijac201614302l1, 2227, 006d, 2bec, d323, c51f, ascaad2014_006v3, 2467, e95a, ee2d, 27c3, acadia16_88x6, 7d87, ecaade2015_27u5, b5f6, 93ba, 72b4, 3792, sigradi2015_3.43k2, d783, 97b7, ascaad2014_012j6, 1f72, 6db4, 599a, 9f07, 4f06, 9197, acadia14projects_479ax, c5a3, 9a32, ecaade2014_153c37, 4acf, 206e, 3a40, 0bb4, d3da, c959, 7545, c8dc, 7f8d, e546, a50f, ebd3, ijac201513305l12, b81d, 8f73, sigradi2015_10.74m18, 670e, ecaade2016_162f44, 1552, ecaade2014_096z22, 86f5, cd27, 36e3, 8ef7, 0fd4, sigradi2014_281k3, 22e7, ascaad2016_007k3, 3062, ecaade2014_052r12, f20a, 4893, sigradi2015_3.268p5, b5b4, 89c4, afe7, d288, 1a1c, 64c1, 44be, b9eb, c26d, d5a1, 0290, 3917, e2c6, 0788, 5ac3, 5c7d, caadria2016_187r8, 81b0, 283f, b082, b5dd, ecaade2016_230c62, 57d6, ac66, 2218, 34f5, 034d, cc8c, 1797, sigradi2014_213m7, 080c, 3f28, 7f7d, cbb2, cc95, 8a0b, 1f7f, 2db4, 3902, b9d5, 530f, 2142, 2b05, 37e5, caadria2016_291n12, 8197, 3df1, sigradi2013_429e, bc37, sigradi2016_356h, acadia16_478f28, 3976, 054c, caadria2016_333u14, 8ac6, 8cdc, e382, ecaade2015_230c52, ecaade2015_129t25, 649b, 96d4, 99a2, acadia14_125s, 32f0, sigradi2013_366c, acadia16_78u5, f32a, ba9b, 4d85, 11cf, d7b5, 9fdb, 83c9, 063f, 9582, 0fb5, 0508, 2409, 547d, 293b, dfe9, 3d49, 5f3f, 965d, ecaade2015_194w40, 9147, 2ebe, acadia14_153at, 5a26, ecaade2015_227t49, f727, 548c, 3d7d, 1dd4, 05c8, sigradi2015_6.387o9, 22f8, efe0, b0d1, 86ae, ecaade2014_067e16, 270e, 60cf, ecaade2016_106m29, d057, sigradi2016_695o, caadria2017_046j14, 1ee8, c3aa, b4cc, a12a, 4d00, f725, 9184, b0a6, 0989, 21be, caadria2016_487u20, 2dcc, b69d, acadia14projects_177y, 195a, 8fa0, ecaade2015_138g27, 7895, fc96, cf38, c3e9, f175, 6746, ijac201513101j1, ef34, eb90, 4cef, sigradi2015_10.250j20, 9c76, 0b7a, dadf, 5b11, b47e, 3336, 6424, d306, 7ce6, 1422, ecaade2015_205t44, 90d4, 0b95, 3ea2, ecaade2016_222h57, c336, acadia14projects_565v, ecaade2015_180x38, acadia14projects_637af, acadia15_110s3, caadria2016_013t1, 919e, ad43, 5da5, 4347, 2e1c, af94, 20ac, f6ba, 3a46, d665, ff5e, ecaade2015_138o29, 07ea, sigradi2014_047l4, ecaade2015_87y17, ecaade2014_086z20, a25a, cf0a, ecaade2014_072r17, 3f0e, f82d, 0773, adb9, ecaade2016_123w33, 73ec, 730d, 1473, sigradi2016_770p, caadria2017_174l42, 6cb6, ecaade2016_110c30, 72c9, 9aad, 8c0b, ecaade2015_294l64, 913f, 20cb, c633, a5e9, ecaade2014_111i25, 8a29, sigradi2013_386m, bc97, f165, acadia16_236h15, ecaade2014_224p57, acadia14_301d, b223, 6488, 2c44, 7d5e, 8fb9, acadia14projects_619az, 9339, 8bc9, c1b4, a03f, 5875, 5942, dc9a, 34c4, 940a, ec45, 1919, a394, 1b93, ecaade2016_197z51, caadria2016_735o31, 52f0, acadia14_23ad, caadria2017_051t16, 825a, d645, a2e4, ede2, 6e28, ecaade2016_217k55, c56e, ecaade2015_329i71, 71e0, 916c, 9d91, ac0c, c548, 95c4, 2e4b, ce0e, f29a, 1023, 7069, 62d0, 0329, 1800, 0d57, 2505, ecaade2014_153o37, 255c, 19a8, b512, 1eba, c778, 2ac9, 1a53, 5b68, 8587, f2ba, 983e, 8f16, ce4f, acadia14projects_145w, a248, 3d63, a90c, 1ba4, f31d, 883f, c954, 30e7, acadia14projects_327a, dc9e, afc7, a2dd, 48aa, 8e74, 116a, 1e6a, 430a, 763b, eade, 1668, a716, 3bb1, be44, a1b1, b86d, 8fcd, 7ef3, 98fc, ac38, acadia16_98g7, 23c9, 2922, 0df2, c449, 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acadia14_691ay, afd3, df25, 2a92, f477, b2af, e167, da24, ee86, 654b, caadria2015_070f9, ecaade2014_224v57, 5c24, ecaade2015_229y51, 1028, b218, 314f, ae58, 4b0c, 6ca6, 7cd5, ebc5, a17f, 1168, f73a, ecaade2016_132x37, c95f, 17fb, 3015, 3a35, db06, 1d4b, 1635, 6246, 6ea2, sigradi2014_232n8, ecaade2016_021b6, 39aa, 8f37, 7558, 3108, e305, 5f5f, 3e52, 6d88, 9264, 802c, caadria2015_170o25, 9f96, sigradi2014_284b4, ecaade2015_284k61, sigradi2016_732i, 6f7a, 2ecd, caadria2015_206o30, ba95, 8af0, ecaade2015_92t18, 914d, ecaade2014_024o7, sigradi2015_sp_2.112h29, acadia14projects_23w, caadria2016_819w34, 6bf2, db04, da8b, ecaade2013r_005k4, ecaade2016_210a54, cf5b, sigradi2016_449kk, 0623, caadria2015_109w16, b453, sigradi2015_10.7j18, ddcc, 4f81, 67ce, ecaade2014_153r36, 61c5, ecaade2016_119l32, caadria2015_114p18, 02fd, 6250, 4730, d464, sigradi2013_313r, 7e0a, 45b2, ecaade2014_080c19, 4a02, f229, 5eaa, 1cbd, 2d7d, 0716, ea4d, acf1, ijac201412406o9, 6a19, b697, ecaade2015_301s65, 8de5, 784a, 2be9, f4a6, 3ae6, ecaade2015_87x17, 2ed6, ecaade2015_81o15, ca10, 0412, 2563, ecaade2015_284l61, cc7e, a9cb, ff23, bac3, 5453, sigradi2013_390s, 0ab5, sigradi2014_214e8, 40ff, 8ae9, 6505, 3704, fa1d, ecaade2015_333k72, ecaade2014_151u35, ecaade2014_111g25, 79ce, 9846, 16c4, f199, 6af7, 412e, 4ab7, 87fe, caadria2017_041p13, 99d4, 61de, 4b2c, 4d7f, 266d, 953c, 9037, c351, acadia14_153ap, 91e5, caadria2017_016e6, 462d, 0fd1, 2b9a, 0b27, a169, caf2, ecaade2015_225o49, 90bc, ecaade2016_067b17, sigradi2015_6.387x9, f6c8, b5a3, 7641, 672e, 4b5e, 31c3, f150, 04a7, 49a2, 53a6, ecaade2016_203k53, d65c, 7662, b32a, d6a5, 1a11, 874c, 25c5, dabd, b58f, a406, 07dc, 3696, caadria2015_086h13, 0e6e, sigradi2015_2.137l1, d72d, caadria2015_178z26, 9150, 57d9, 9053, 3d3b, 4289, d824, ac2d, acadia16_298o18, acadia14projects_565l, ecaade2014_010g1, be9b, 0bcd, f86c, 0d67, a167, 9947, 6d46, ecaade2015_306h67, e321, 57c8, 2c7c, 9b71, ecaade2015_230f52, 9062, 5f1b, b7d1, c8e6, 7400, sigradi2015_6.387s9, b2ab, ca92, 44d7, d547, sigradi2015_10.140i19, cfa4, e4e0, 7893, acadia14_339w, c13d, 66a1, e5bb, ee68, 572b, 6b2d, daf6, ecaade2013r_020u10, 0dc3, ecaade2013r_003k2, 9f54, dd79, f6f4, 4842, 659d, sigradi2013_390a, 5985, a263, b20d, 646e, 734a, ascaad2014_009f5, 19b6, 1634, 1cc7, b7f4, 30f5, ef1c, 65f5, 0222, sigradi2015_3.111g3, 5bbf, ec5a, 31c5, fa09, 8c2a, 44d8, 02c1, 1731, 7221, fdb2, 4e2c, caadria2016_281l12, 2d48, ijac201614408g5, 9fc9, sigradi2016_461j, sigradi2014_263k1, 6fee, ecaade2015_155r32, 1889, 54e2, 102d, 33e7, f91b, 3d79, 87f6, 5d6b, fd67, caa8, da7f, caadria2017_165n41, ascaad2016_028m11, 7ea3, e4bd, f314, 68d9, 46c8, 1466, b09a, 6910, acadia14_445ae, ec3b, 3a04, 9fe2, caadria2017_094x25, ecaade2016_208u53, ecaade2016_163y45, 3349, acadia15_251l10, a3da, c8b1, c62e, 8154, ecaade2015_193c40, 2182, 9df1, 6a5e, 5b20, acc1, e799, 7fa7, sigradi2013_10a, ecaade2016_tkow66, 7cbf, 3a8b, d611, acadia16_164v11, 6400, 347b, ccea, 29f1, fd59, 7aff, caadria2015_087n14, 4d21, ecaade2016_048z13, 043c, sigradi2016_550m, 5c15, 2606, c01b, cdc4, 297e, 8623, 2e90, b8af, 0f98, 666a, bf63, c11a, 3097, 18a4, 84af, acadia16_332v19, 4b92, 0bc1, 47b5, d59b, 45e9, 717c, d681, 75a7, 0405, acadia16_140v10, ba08, 1b0e, 3e2f, 2fb0, caadria2017_015o5, d863, fcc7, 7391, 20c0, a74c, ecaade2016_047f13, caadria2016_777b33, f6da, e6e5, aeaa, 0d60, c75d, 30a8, 796b, 4399, 1ff4, cd98, 8c33, 6ece, d299, eca7, 1325, caadria2016_673y28, d63b, db1c, f198, acadia14projects_497w, f89c, 8e1a, 399a, ebc3, acadia16_362s22, fde3, ascaad2016_047a20, ecaade2015_196o42, ea9a, acadia14projects_479as, 7bf7, ecaade2016_238z63, 33ee, sigradi2014_329w6, 3a33, acadia14_237at, 3829, dd17, a97d, 2e23, af44, ff79, b2ae, 52aa, 81cd, efaa, eb0e, cccc, ecaade2015_199a43, sigradi2016_729xx, 4e79, e3bb, b7bf, f401, ecaade2016_164j46, a410, 93b9, ecaade2015_138f29, 4fea, 26f4, sigradi2014_132t1, 0bb8, 9cf9, 6acc, 74f8, e123, 1f0d, ba6a, 44ab, ecaade2014_180b45, fcee, 2bd9, edad, 1bf9, 54be, sigradi2016_816yy, 571c, 1242, sigradi2015_4.219g7, 2d45, e2b3, 30c5, 767a, 62c6, 0c45, 82ba, 4e36, 234c, ecaade2015_268f59, caadria2015_237s35, a446, 6d1f, 6bb1, acadia16_332x19, bc1a, b243, 57e1, abc1, 27d5, 89b3, 6788, 2c7e, 9203, 732f, sigradi2015_11.136s24, 6c38, abd2, d830, 3b6b, a9e2, ecaade2016_191h51, 6ce3, ascaad2014_035n1, 08c8, acadia16_450n26, 8b65, c4a2, e33a, 89f6, ecaade2014_140t31, 7937, 8a7b, db19, ee69, 9545, caadria2015_156l24, ecaade2014_151o35, 9e92, ascaad2016_046t19, 245d, ae9c, sigradi2016_690b, c5cc, 88a5, e357, 5235, ecaade2016_013p3, 2d84, 3763, a1b8, 0dc7, e37e, ecaade2016_021x5, sigradi2014_151n3, 76ce, 4c40, c303, fbf4, d6dc, 51e0, e984, 94be, 735d, 003d, 9b9a, 0779, 99bb, 8274, d80e, 8c5d, a0b8, 62a5, bb83, 59d6, dbb3, bb62, 4b94, 1a5d, df06, caadria2015_030g4, f0e7, 9291, 552b, d243, 6bd0, 62af, 2905, 809d, 1d94, deac, 286b, ecaade2015_285z62, caa3, acadia14_479f, fb44, c7c8, 86cc, 75c2, 015d, bd38, 0dba, 4d1b, ac85, 756c, d6c3, 4026, 670a, 1ed9, 0024, 7cec, d8b5, 03c2, 93b4, ascaad2014_014p7, 62c7, 2d5a, ecaade2014_233g60, 1ea0, 1370, 6aef, c37a, 4938, e609, ijac201513104g3, 4dc9, 7daa, 0e6c, 4894, 5662, sigradi2014_048x4, b6d4, 187e, ecbf, e2df, 51dc, 6267, 9feb, 9bdb, d63a, 60c6, 2a4f, b3ee, ascaad2014_009h5, d9d4, caadria2015_087e14, 08dd, 8cdd, 7a9a, 7e89, acadia14projects_301c, 818c, f609, 611b, d262, 4316, d0b6, 3987, 6791, 4c58, b8ec, sigradi2016_484a, ijac201513105x4, 3e82, 78e4, 3344, 1841, 5072, 9522, 3f68, cdd4, c438, sigradi2013_315v, 5f62, e3a3, 437c, caadria2016_683s29, fcac, sigradi2016_595dd, 062e, 7c4e, caadria2017_005j3, 2ce9, 6e14, 27a4, acadia16_98b7, 45f4, caadria2016_549l23, ijac201614402m1, 1d84, 8839, 5933, 8d5c, 758d, acadia16_154e11, 2c79, 39f0, sigradi2014_155x3, 12bd, 3c77, 1a39, ascaad2014_022i4, 80a4, caadria2016_851r35, c062, efcc, 51fd, acadia15_123k4, 40ae, ebbc, 7a23, abae, 7408, 263f, a48e, a535, 9466, 831f, ff19, 9f24, ijac201412405n8, 930f, 0b28, 2035, 51e5, 0a03, 0b5c, a767, ecb0, 4857, 63ce, 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acadia15_57c2, 51fa, 50b5, 6365, bace, ascaad2016_005f3, d73d, b71d, 2bc6, b99c, ecaade2016_129z35, 9b23, 09fe, caadria2016_415v17, c3fa, acadia14_327a, ecaade2014_233x59, 9c38, 3115, 07c2, 53bc, acadia14projects_619ag, bc32, b346, 55a1, 369c, 69be, 4984, 46af, ecaade2016_075e22, 7ccf, ascaad2016_054z21, 2c1e, f50c, e236, 0c8f, 5af8, acadia14_619ak, 3fb4, ascaad2014_035z1, e107, 8986, ecaade2014_057n14, d59e, 5381, 313b, 4a3e, 0bd5, 79f7, 9703, ea35, 246c, d683, 4c54, 5817, c7e4, 63b7, 09bd, sigradi2013_208l, ecaade2014_163h40, e3e8, 84fd, b516, ecaade2016_163e46, 62d3, be2e, ecaade2015_152y31, 0d19, acadia14_101w, 6a08, 902b, acadia16_130l9, ba1b, 2652, a04e, 6346, ijac201412301i5, ecaade2016_225s60, c23b, 9735, 48e1, 5328, 34ef, sigradi2015_11.136v24, 6406, c81b, d55c, 9e84, 4a21, e871, f45b, ca68, 77a7, 831b, 4af8, f07b, 8746, d9ca, ascaad2014_033f1, e502, 0b78, cc5b, 593f, acadia14_267i, 4427, 9c6d, acadia15_343r14, 6030, f267, acadia14projects_699r, sigradi2016_448ee, acadia14projects_681ao, 15fc, 9b59, 0ad1, 6126, 9a02, 7006, 51aa, ecaade2014_066n15, 2d71, a067, f37c, a9e3, 2b26, fbd8, c040, 7ec1, 1718, 42d2, 43e0, acadia14projects_627ay, 44cb, 209e, 5184, ecaade2016_241d64, ecaade2016_068c18, ecaade2014_035b9, 0165, c7b6, 7112, acadia16_318o19, e918, 3f87, ecaade2015_286y62, 21f2, ca4b, c7a5, 9607, sigradi2015_11.222s26, caadria2016_507t21, cc77, 9fc4, ce4b, 4ab6, aab3, 8bd3, b41b, 02fa, e983, 3503, a45d, b8ef, 6f12, 0f67, sigradi2013_195a, 13b1, 9fc5, 1f3e, c76c, ijac201412403a6, 928b, 7c21, e20a, 63af, 2530, ascaad2016_014h6, a243, 1f9e, f704, d4b9, ascaad2016_008g4, b858, acadia14_399ai, 5852, b8e9, a91d, 780a, 797a, sigradi2015_11.165n25, sigradi2016_534vv, 7fb2, 9d19, c61f, 42b9, 5185, acadia16_470j27, 55b2, ijac201614407w4, 18a7, caadria2016_851w35, b5d2, cc51, fbfe, ecaade2014_153i37, acadia15_357r15, b181, c5c7, e45e, 394f, 7567, caadria2017_190w45, cb53, f27b, 7297, ec0d, 38a8, b663, 11ec, 8c82, 5cfb, c88f, 0863, 7be7, 067d, ijac201412205r4, 5bd0, sigradi2015_10.309w21, 0440, caadria2017_021f8, 9d14, 771e, 7969, 6824, d2c2, 8f86, ea3c, eb1d, e552, acadia14_311y, 17e0, 000b, dcea, ffdb, 82dc, ijac201412402k5, ecaade2014_177t44, 02fb, da7c, 2d3d, b494, ecaade2013r_007d5, 3329, dd36, 223e, b362, a461, e0f1, ecaade2015_138g29, sigradi2013_294t, 9168, 0b1c, acadia14projects_539g, ac1f, 5343, 6754, 9e15, e5a4, 8ce2, c63e, caadria2017_147a39, 6181, ecaade2016_111l30, fa93, 4325, 55b0, e6dd, c411, 8336, 5f4a, 3782, 9ccb, 300c, 8f59, dd9b, fe03, 317e, 8fcb, f855, e843, e8b5, 65f0, 3137, 2131, dfeb, 955f, 6cda, fba0, ascaad2016_004m2, e5c4, 3505, 7c50, 8ee0, 1f5e, 10c8, 10c5, 0050, bfa2, ijac201513206j9, 9ade, 8db6, ef85, 1555, 1487, af0f, 161c, 5c48, 952c, sigradi2016_615x, 5cd9, 3ca8, 2bfe, 5615, ecaade2015_15b2, ecaade2014_066z15, 4922, 0f1d, e80e, 7d7e, 362c, ccd7, d9df, a08a, a4f1, 681d, f5e4, ecaade2015_158a33, 9993, 9ad9, 5b93, 753e, ascaad2016_004o2, 06d4, 3621, c412, 7a7f, 4df0, caadria2017_021b8, d1b7, 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ecaade2015_114f22, 9585, 520c, 46ef, 5044, 5137, 5442, b1fb, 4eef, 86eb, b917, f2fd, 06f4, 5a86, 19be, ascaad2016_054m21, 502a, eaef, 0dcb, 9952, caadria2017_054e18, ecaade2014_180y44, baaa, aa59, 4bff, 2815, ac51, 74d0, dfc5, ecaade2015_170m35, 90a1, sigradi2015_6.327p8, 01f9, c413, acadia14projects_565j, 266e, caadria2016_177c8, 83ba, 70a9, caadria2016_601o25, e4a7, 1aa3, 337b, a5fc, caadria2016_755k32, sigradi2013_117c, 14f5, aa21, acadia14projects_101y, 17be, ac7c, 3b45, 6593, 2c95, af28, e706, 9123, 31ea, 9efc, f02e, 8436, e177, ddf6, 7438, c8ed, ecaade2014_175z43, 12c4, 9ba5, dcb6, daa6, 2520, 3901, 60ed, 2aa9, a73b, caadria2016_125p5, 869b, 3b96, sigradi2013_366, e4a4, 88bc, abe0, ea76, 2825, 7eeb, 59dd, 1932, 3e6e, ijac201412405b9, sigradi2014_178n5, ecaade2015_138i28, 2461, f95c, 61a1, e3db, ca1c, ijac201614403r2, ecaade2014_138u30, 2d29, e8bf, 5993, 7d70, 1e12, 41f3, 9c82, 5e36, 7c25, acadia14_699u, a520, 1d54, acadia15_161k6, 2fca, 349d, 2de2, 8bb3, ef51, 97f5, a17c, ecaade2015_55j10, 9cdf, 551e, 3192, 6718, acadia14projects_601ab, c36e, a1d2, db4f, d88f, a7df, de87, 8424, ecaade2013r_007f5, sigradi2013_401l, e45c, ecaade2015_229o51, cba3, 10b6, d1bd, 5391, ecaade2013r_018n9, sigradi2016_517s, acadia14projects_375j, 70f9, 6e46, ecaade2016_099h27, 76ae, d4af, ecaade2014_202m52, ecaade2015_317d69, 2729, ecaade2016_055e14, c81e, ijac201614407e5, sigradi2013_100g, 17c6, 4c32, acadia14_435aj, 2d52, 331a, 9722, 2a30, 553f, d0fe, sigradi2013_347, e5df, cd2d, caadria2015_172w25, f334, fac6, 5001, ecaade2014_109p24, be2a, 773b, 63e3, 44a1, sigradi2013_397j, 1fef, sigradi2014_045d4, 1459, sigradi2015_13.181t28, 13d1, 58ce, cc5f, 50fb, 864a, 5dbd, acadia14_339au, b16e, 0f99, 80f8, a62f, acadia14projects_145y, 57a2, ea9d, ead5, 0b83, f125, 4f3f, 0d9a, cd69, 6558, d3b2, ac7d, 63d5, 2fba, fa0d, eb9e, b590, 8dfa, ecaade2015_285m62, caadria2017_016d7, acadia14_43as, ijac201412405j8, acadia14_101af, d2eb, cd77, 1688, b6de, d2ba, bfd8, b4d5, 878a, 0397, d789, 4a47, 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