{"id":"W2043656798","doi":"10.1145/2460625.2460679","title":"Wo.Defy","year":2013,"lang":"en","type":"article","venue":"","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Combing; Wearable computer; Embodied cognition; Fashion design; Process (computing); Human–computer interaction; Computer science; Aesthetics; Visual arts; Architectural engineering; Multimedia; Engineering; Art; Clothing; History; Materials science; Artificial intelligence","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":[0.0005721843,0.0005817832,0.0001980444,0.0008851695,0.001934228,0.00191433,0.000426643,0.000737522,0.1146781],"category_scores_gemma":[0.001530006,0.0002493392,0.0002800043,0.0004687195,0.000838785,0.002231862,0.003076583,0.0006780574,0.0178814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006101959,"about_ca_system_score_gemma":0.0006694832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002589076,"about_ca_topic_score_gemma":0.006105772,"domain_scores_codex":[0.9996285,0.00005985859,0.00001388361,0.00007091888,0.0001564469,0.00007030668],"domain_scores_gemma":[0.9997101,0.00006249633,0.00001979889,0.00006559122,0.00008416459,0.00005784156],"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":[0.0003664838,0.0001169099,0.003525541,0.0007695131,0.00001246005,0.001563189,0.01853162,0.0005488562,0.01789557,0.09586075,0.3003433,0.5604658],"study_design_scores_gemma":[0.000007249053,0.00002912861,0.0008276871,0.00005486946,0.00000236672,0.0002351227,0.0007285464,0.0002394708,0.001150223,0.001231973,0.9954849,0.000008423929],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04201037,0.001468503,0.03212185,0.004932587,0.001744401,0.0006652147,0.001583092,0.003559823,0.9119142],"genre_scores_gemma":[0.1377266,0.001178877,0.03237251,0.002043957,0.0002659331,0.0005418465,0.001473221,0.001952444,0.8224447],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1146781,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02905761222299619,"score_gpt":0.1807416757276862,"score_spread":0.15168406350469,"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."}}