{"id":"W4393903023","doi":"10.32920/19904998","title":"Undressing fashion metadata: Ryerson University Fashion Research Collection","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metadata; Fashion design; World Wide Web; Data collection; Computer science; Database; Clothing; Sociology; History; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.008054022,0.0002985536,0.0005459295,0.007665201,0.00675578,0.00939141,0.0009039768,0.0007385763,0.04145306],"category_scores_gemma":[0.01370308,0.0006646414,0.0003916346,0.01376311,0.001658459,0.005291685,0.008228109,0.002072349,0.02465494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003534964,"about_ca_system_score_gemma":0.007594178,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02905929,"about_ca_topic_score_gemma":0.07986045,"domain_scores_codex":[0.9944323,0.001440202,0.0004544641,0.0006233335,0.002593923,0.0004558192],"domain_scores_gemma":[0.9858981,0.001570682,0.0006048228,0.006326803,0.003910006,0.001689579],"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":[0.0002744274,0.000152749,0.006608741,0.0004682359,0.00001969362,0.0004648941,0.01686535,0.0002636823,0.009446383,0.0312954,0.6381131,0.2960274],"study_design_scores_gemma":[0.000007709855,0.00002166398,0.006808616,0.00009406984,0.000004918356,0.00006450035,0.00362752,0.0000946638,0.002218647,0.0007483416,0.9862838,0.00002551599],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1121332,0.003168113,0.03014349,0.01814053,0.004065359,0.002201385,0.08274677,0.01465839,0.7327427],"genre_scores_gemma":[0.1595402,0.003217785,0.09997004,0.002481923,0.001434165,0.001824104,0.08529122,0.01125637,0.6349842],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9906086,"threshold_uncertainty_score":0.1386743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2039363577953474,"score_gpt":0.3322132317733192,"score_spread":0.1282768739779718,"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."}}