{"id":"W2796780335","doi":"10.31274/itaa_proceedings-180814-731","title":"Sustainably Ever After: Extending the Life of Bridal Gowns &amp; Eliminating Fabric Waste through Zero Waste Pattern Cutting &amp; Modular Design","year":2013,"lang":"en","type":"report","venue":"","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Sustainability; Zero waste; Aesthetics; Modular design; White (mutation); Zero (linguistics); Value (mathematics); Art; Aesthetic value; Engineering; Architectural engineering; Sociology; Mathematics; Philosophy; Computer science; Chemistry; Waste management; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005752638,0.0002303217,0.00007948799,0.0003915178,0.003532583,0.002719861,0.0005373962,0.0005189731,0.02722883],"category_scores_gemma":[0.0009894978,0.0001563648,0.0001196052,0.0004624808,0.0009013033,0.001670193,0.002498744,0.001074856,0.003763277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001161606,"about_ca_system_score_gemma":0.003282882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01631785,"about_ca_topic_score_gemma":0.07250994,"domain_scores_codex":[0.9997694,0.00003657291,0.000005047666,0.00001805919,0.00009933805,0.0000715291],"domain_scores_gemma":[0.999607,0.00003044514,0.00003166464,0.00004614892,0.0001339784,0.0001507738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001770507,0.0008080667,0.03081552,0.0004159563,0.00001584502,0.001955045,0.0535001,0.0004062719,0.009550578,0.04312071,0.2797967,0.5794382],"study_design_scores_gemma":[0.000008364772,0.0003009156,0.04928418,0.0003116537,0.00001570553,0.001027642,0.09686466,0.0001747166,0.007110561,0.002849497,0.8420196,0.00003246472],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4553853,0.0007315791,0.002588992,0.007752492,0.0002800878,0.0002514125,0.0006788821,0.0002007754,0.5321304],"genre_scores_gemma":[0.5667878,0.001323872,0.005796983,0.001037529,0.00004653242,0.0001868642,0.0005658342,0.0001125635,0.424142],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02722883,"threshold_uncertainty_score":0.09108955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09905390138259607,"score_gpt":0.2832413241247516,"score_spread":0.1841874227421555,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}