{"id":"W4225299131","doi":"10.24908/iqurcp15528","title":"The Wardrobe of Cinema","year":2022,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Movie theater; Popularity; Storytelling; Character (mathematics); Art; Period (music); Literature; Key (lock); Visual arts; Aesthetics; Psychology; Computer science; Narrative; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0007422178,0.0003600894,0.0001767829,0.0008640318,0.003273712,0.005006062,0.0004381368,0.0007042865,0.01530548],"category_scores_gemma":[0.00245098,0.0001904987,0.0001660521,0.0005194715,0.002953217,0.003835192,0.002576616,0.001588203,0.002189975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001315635,"about_ca_system_score_gemma":0.0007643838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00243975,"about_ca_topic_score_gemma":0.004444139,"domain_scores_codex":[0.9991297,0.0004424067,0.0000298884,0.0000952035,0.00018483,0.0001179524],"domain_scores_gemma":[0.9990674,0.0002283954,0.00006437932,0.0001422072,0.0002152333,0.0002823695],"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":[0.0001082671,0.00003749432,0.002343974,0.0004570048,0.00001624858,0.0007178673,0.05609874,0.0001100858,0.006523214,0.5027938,0.2442313,0.186562],"study_design_scores_gemma":[0.000002801982,0.00002569647,0.001472767,0.0001271825,0.000002978917,0.0003161022,0.005566005,0.00009326977,0.0004499672,0.004335897,0.9875984,0.000009004621],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04310285,0.01495348,0.01009537,0.01508921,0.005141064,0.0001175288,0.0002651608,0.0004224279,0.9108129],"genre_scores_gemma":[0.7202294,0.007328806,0.006600352,0.003364364,0.002197004,0.00009138286,0.0001989969,0.0003390871,0.2596505],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01530548,"threshold_uncertainty_score":0.05120194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1553100413325605,"score_gpt":0.3472857942857089,"score_spread":0.1919757529531484,"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."}}