{"id":"W4383422248","doi":"10.1353/fam.2023.a901183","title":"Canada: Assessing the Music Score Collection at the University of Toronto","year":2023,"lang":"en","type":"article","venue":"Fontes artis musicae","topic":"Diverse Musicological Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Special collections; Diversity (politics); Sociology; Public relations; Political science; Computer science; Law","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01700368,0.0007187339,0.001029892,0.01040773,0.01728822,0.01089367,0.005006943,0.000989716,0.005290432],"category_scores_gemma":[0.05209323,0.0009602837,0.0009478037,0.02074423,0.004767186,0.00348041,0.007506693,0.001838441,0.000844869],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.163321,"about_ca_system_score_gemma":0.2977123,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9941228,"about_ca_topic_score_gemma":0.9971717,"domain_scores_codex":[0.974905,0.003190913,0.00168493,0.001270262,0.01677826,0.002170712],"domain_scores_gemma":[0.9058345,0.007012721,0.004626483,0.001419382,0.07539991,0.005706954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002150255,0.0002366274,0.3304226,0.00556923,0.0004051521,0.001032464,0.2886521,0.0009636362,0.0009844535,0.008755464,0.1040841,0.2586791],"study_design_scores_gemma":[0.00001391008,0.0001276167,0.4879532,0.002642105,0.0001968448,0.0001607354,0.3330787,0.000786681,0.001020504,0.0005096854,0.1732777,0.0002322651],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.73546,0.01644277,0.006071617,0.01380783,0.0007884447,0.00446415,0.01602007,0.0005731027,0.206372],"genre_scores_gemma":[0.9393591,0.0144563,0.01287168,0.001279703,0.00007283051,0.001309719,0.006507131,0.0001886021,0.02395504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9891064,"threshold_uncertainty_score":0.9704291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09516422254850292,"score_gpt":0.2113738856815265,"score_spread":0.1162096631330236,"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."}}