{"id":"W4244609513","doi":"10.32920/ryerson.14651835","title":"The re-collection of the Ryerson fashion research collection","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McCord Museum; Seneca Polytechnic; University of Waterloo","funders":"","keywords":"Clothing; Data collection; Feeling; Nothing; Visual arts; Identification (biology); Art; Sociology; History; Psychology; Archaeology; Social psychology; Social science; Epistemology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01717881,0.000479083,0.0006761911,0.005533065,0.005995804,0.01019687,0.001593816,0.0009554574,0.0226528],"category_scores_gemma":[0.02932796,0.0006058262,0.0005212471,0.004977055,0.005154505,0.005175022,0.006822036,0.003495685,0.01143959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003889727,"about_ca_system_score_gemma":0.006758686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008266523,"about_ca_topic_score_gemma":0.01574122,"domain_scores_codex":[0.9916324,0.003107879,0.0007925413,0.0009859832,0.003062608,0.0004186342],"domain_scores_gemma":[0.9762073,0.004364075,0.001122161,0.009440292,0.007332423,0.001533747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001305083,0.00004037473,0.001460645,0.0008267451,0.00002325075,0.0004388256,0.04729016,0.0001292773,0.003256814,0.06658882,0.7264314,0.1533832],"study_design_scores_gemma":[0.000001225088,0.000009425044,0.0007683292,0.0001702822,0.000003536215,0.00009058787,0.002410941,0.000008171551,0.0003961152,0.0003781228,0.9957553,0.000007957722],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1087374,0.03247564,0.06441804,0.08332753,0.06578255,0.002981976,0.02861422,0.004751008,0.6089116],"genre_scores_gemma":[0.1421092,0.01467585,0.06312325,0.008393169,0.010035,0.002146677,0.01123673,0.006679249,0.7416009],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0226528,"threshold_uncertainty_score":0.09085131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1498555081034484,"score_gpt":0.3226849696399792,"score_spread":0.1728294615365308,"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."}}