{"id":"W7117237933","doi":"10.29173/af29557","title":"Performance in \"Noir et Blanc\": Le Chevalier de Saint-Georges in Theatre","year":2025,"lang":"en","type":"article","venue":"ALTERNATIVE FRANCOPHONE","topic":"Musicology and Musical Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"HERO; Character (mathematics); Romance; Surprise; Filmography; MOZART","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003108313,0.0001317769,0.0002607749,0.0002517686,0.00009629348,0.0000297708,0.0001766567,0.00005138347,0.001329034],"category_scores_gemma":[0.00003212102,0.0001129604,0.00006378455,0.0001833701,0.0001863877,0.0001424776,0.00005677143,0.0002625074,0.0000884672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009564651,"about_ca_system_score_gemma":0.00009157741,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006373054,"about_ca_topic_score_gemma":0.03841133,"domain_scores_codex":[0.9990886,0.0001155487,0.0002260132,0.0002257899,0.00008572672,0.0002583206],"domain_scores_gemma":[0.9996045,0.0001256082,0.00004863823,0.000143334,0.00005030907,0.00002764337],"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":[0.0005737641,0.001889222,0.3040936,0.0002846063,0.0005414117,0.0001776893,0.1372542,0.00339504,0.002317297,0.4483973,0.01846875,0.08260713],"study_design_scores_gemma":[0.004308793,0.0001541672,0.4613176,0.0004246841,0.00003700236,0.000001919497,0.006998076,0.008922298,0.00465737,0.02622993,0.4863559,0.000592291],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8670389,0.0002778075,0.00004044301,0.002998361,0.0007443754,0.00010969,0.000009016139,0.0000202719,0.1287611],"genre_scores_gemma":[0.9871661,0.000121295,0.00003277401,0.003834233,0.0003186024,0.00005329316,0.000008275639,0.00000817326,0.008457229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4678871,"threshold_uncertainty_score":0.9995839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01427950685107657,"score_gpt":0.2434762851841772,"score_spread":0.2291967783331006,"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."}}