{"id":"W4392501760","doi":"10.32920/25355839","title":"Fashion Studies","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":"Business","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":[],"consensus_categories":[],"category_scores_codex":[0.002559021,0.0004626688,0.0004867637,0.002209201,0.006078928,0.008370331,0.001058633,0.001745392,0.2573451],"category_scores_gemma":[0.007168937,0.0002905135,0.0004735701,0.00483314,0.002438883,0.004810318,0.004327247,0.002621714,0.07245784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003797045,"about_ca_system_score_gemma":0.003376524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005805102,"about_ca_topic_score_gemma":0.01449027,"domain_scores_codex":[0.9966719,0.001165794,0.0001619621,0.0004908851,0.0009288925,0.0005805354],"domain_scores_gemma":[0.9958953,0.0008319289,0.0002762608,0.0008048259,0.00112976,0.001061943],"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":[0.0001187739,0.0001792319,0.004241325,0.0005517988,0.00001569587,0.0003823909,0.01609151,0.00005346787,0.0003470123,0.2132189,0.6387665,0.1260335],"study_design_scores_gemma":[0.00000254918,0.0000177102,0.002321383,0.0001855982,0.000001663558,0.00008922653,0.004866946,0.000009920481,0.00004495372,0.001900582,0.9905551,0.00000436972],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007680562,0.004141492,0.0004830548,0.00832084,0.001581511,0.0000959921,0.001414097,0.00005745441,0.976225],"genre_scores_gemma":[0.07890828,0.00619832,0.0006853283,0.005703215,0.0007637818,0.0001735767,0.001834389,0.0001997478,0.9055334],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2573451,"threshold_uncertainty_score":0.8609052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.15490488653953,"score_gpt":0.3229246678112723,"score_spread":0.1680197812717423,"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."}}