{"id":"W4402031772","doi":"10.32920/26871502.v1","title":"A Serious Comedy of Fashion and Beauty","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":"Toronto Metropolitan University","funders":"","keywords":"Beauty; Comedy; Art; Aesthetics; Literature","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":[0.001895387,0.0003724188,0.0002096427,0.0004607176,0.00457083,0.007825668,0.0004181592,0.001388516,0.01299395],"category_scores_gemma":[0.001954762,0.0001867576,0.0002197903,0.0005403784,0.01852726,0.005304591,0.003587964,0.003327013,0.001123063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001522688,"about_ca_system_score_gemma":0.001565977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001996644,"about_ca_topic_score_gemma":0.004523391,"domain_scores_codex":[0.9988407,0.0006285008,0.00001595655,0.0001606521,0.0002712263,0.00008289877],"domain_scores_gemma":[0.9989974,0.0005612707,0.0000574106,0.0001943686,0.00007851934,0.0001111157],"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":[0.00006368536,0.00005540414,0.001540667,0.0001603671,0.000008803951,0.0004103353,0.1184169,0.0001338101,0.002360974,0.7725725,0.02889776,0.07537887],"study_design_scores_gemma":[0.00001176564,0.0001155953,0.0028283,0.0003277529,0.00001207676,0.0008761853,0.1194877,0.0003856104,0.002382494,0.1420916,0.7314576,0.00002324934],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1430819,0.008514828,0.01953422,0.0769207,0.002534329,0.00005499694,0.00008042855,0.0002085432,0.7490699],"genre_scores_gemma":[0.8033479,0.003478647,0.006620945,0.006017976,0.0006710232,0.00004733125,0.00003673977,0.000269791,0.1795096],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01299395,"threshold_uncertainty_score":0.04346913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03449870279837939,"score_gpt":0.2454818199083205,"score_spread":0.2109831171099411,"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."}}