{"id":"W2948395899","doi":"10.71781/2972","title":"Feminist contributions to industrial design and design for sustainability theories and practices","year":2018,"lang":"en","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Sustainability; Sociology; Engineering; Engineering ethics; Environmental ethics; Architectural engineering; Ecology; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0006704084,0.0003563018,0.0003897588,0.0002218609,0.009283273,0.0003907246,0.0001931111,0.0003283727,0.00005397517],"category_scores_gemma":[0.001047636,0.0003631375,0.0001121446,0.00007125716,0.0006276278,0.000322958,0.00006808576,0.0002406118,0.000006698771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001584909,"about_ca_system_score_gemma":0.002045301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005520105,"about_ca_topic_score_gemma":0.004367532,"domain_scores_codex":[0.9982479,0.000216884,0.0003201955,0.0005704363,0.0002830619,0.0003615636],"domain_scores_gemma":[0.9973423,0.0007898536,0.0004801081,0.0002414404,0.0008762763,0.0002699961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008031706,0.0001836263,0.0002665975,0.0002146149,0.0003651171,0.000139124,0.1795522,0.0000712361,0.0003096356,0.7924625,0.0150383,0.003365294],"study_design_scores_gemma":[0.002036669,0.001059098,0.0004399632,0.0001762592,0.0008288111,0.0001229766,0.2296843,0.0004704433,0.002137927,0.03261181,0.729567,0.0008647179],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6999534,0.03396356,0.06078348,0.0051581,0.01178825,0.02335045,0.003941423,0.001201998,0.1598594],"genre_scores_gemma":[0.8999882,0.0001850542,0.002841288,0.0001864789,0.001878487,0.0003865712,0.0004626685,0.0000588833,0.09401236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7598507,"threshold_uncertainty_score":0.999882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02468484845776514,"score_gpt":0.2425169353408042,"score_spread":0.217832086883039,"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."}}