{"id":"W7133028839","doi":"","title":"The Repertoire of John Beckwith for Solo Voice and Piano: An Interpretive and Pedagogical Guide","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"Musicology and Musical Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian University Music Society","funders":"","keywords":"Rubric; Repertoire; Singing; Style (visual arts); Grading (engineering); Key (lock)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001803315,0.001315353,0.0005749514,0.00228244,0.005206004,0.004401177,0.001045495,0.001503585,0.008747592],"category_scores_gemma":[0.003654481,0.0004732555,0.0003119483,0.0009820272,0.003627928,0.003281773,0.002423614,0.003628704,0.005355071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002460444,"about_ca_system_score_gemma":0.002392008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003922013,"about_ca_topic_score_gemma":0.01119928,"domain_scores_codex":[0.9984502,0.0008433015,0.00007823214,0.0001585161,0.0003814672,0.00008838482],"domain_scores_gemma":[0.9979995,0.001079025,0.0000995337,0.00008586095,0.0004780443,0.0002580096],"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":[0.00012338,0.0002276862,0.001579127,0.001231596,0.00001323147,0.001914651,0.29223,0.0005456006,0.006467889,0.1136403,0.376054,0.2059725],"study_design_scores_gemma":[0.000003723671,0.00003965542,0.0006141411,0.0006173673,0.000002934971,0.0008403476,0.0377682,0.0001756439,0.0006182985,0.004258614,0.9550413,0.00001983604],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1122848,0.03446002,0.1475304,0.09823271,0.01515872,0.002867288,0.002626787,0.002285562,0.5845537],"genre_scores_gemma":[0.2493406,0.03280925,0.2072544,0.01401082,0.003986361,0.002844134,0.001976209,0.002601444,0.4851767],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008747592,"threshold_uncertainty_score":0.02926356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09960768585859352,"score_gpt":0.399921867727124,"score_spread":0.3003141818685304,"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."}}