{"id":"W2308310070","doi":"10.14288/1.0108948","title":"Beauty is as beauty does: The ethics and \"Physick\" of opera","year":2011,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Musicology and Musical Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Beauty; Aesthetics; Opera; Art; Literature","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":[0.002471009,0.0002276186,0.0001829457,0.0003991357,0.007411775,0.006605151,0.000385721,0.001320783,0.005196009],"category_scores_gemma":[0.004299277,0.0001939663,0.0001019862,0.0004532252,0.03641731,0.00335396,0.002481284,0.003865526,0.0009342979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002681891,"about_ca_system_score_gemma":0.002444308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0149037,"about_ca_topic_score_gemma":0.03570353,"domain_scores_codex":[0.9976527,0.001521965,0.00004063727,0.0001346997,0.0004502821,0.0001997242],"domain_scores_gemma":[0.9988647,0.0004756739,0.00008576263,0.0001749047,0.0001966102,0.0002024774],"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":[0.00006106723,0.00001465911,0.0008511309,0.00004542067,0.000006126705,0.0002079967,0.06608216,0.00008457825,0.0003228591,0.8365678,0.06889987,0.0268563],"study_design_scores_gemma":[0.0000109425,0.00002870549,0.003699339,0.0003130518,0.000009126454,0.000416215,0.0473579,0.0001486987,0.0003459548,0.1900392,0.7576037,0.000027181],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04183573,0.01155854,0.00381603,0.09652039,0.002052576,0.00001522012,0.00003337395,0.00004968547,0.8441185],"genre_scores_gemma":[0.8596785,0.003127199,0.00130067,0.006979554,0.0009133935,0.00002142126,0.00001710662,0.0001200858,0.1278419],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0149037,"threshold_uncertainty_score":0.02963388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03224102174201287,"score_gpt":0.1832560701999076,"score_spread":0.1510150484578947,"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."}}