{"id":"W7133029647","doi":"","title":"The Cello Exercise Index: Considering Technique Resources for Cello Teachers and Students","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto","keywords":"Cello; Relevance (law); Resource (disambiguation); Value (mathematics); Selection (genetic algorithm); Filter (signal processing)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.006847366,0.000350377,0.0004907654,0.005366464,0.004211991,0.01687815,0.001479152,0.001196194,0.01084861],"category_scores_gemma":[0.0326617,0.000299658,0.0002612267,0.006314766,0.0020368,0.01422748,0.006601848,0.001968206,0.002732025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00309718,"about_ca_system_score_gemma":0.004463856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001487971,"about_ca_topic_score_gemma":0.005939464,"domain_scores_codex":[0.994463,0.002090546,0.0004221116,0.0004503457,0.002201607,0.0003723427],"domain_scores_gemma":[0.9850972,0.0089496,0.0007365448,0.0008910484,0.002569193,0.001756423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001700754,0.0003108256,0.02058147,0.001133986,0.00001644496,0.0009284167,0.1332866,0.000552962,0.003932302,0.09894431,0.07218716,0.6679555],"study_design_scores_gemma":[0.00001703758,0.0001825176,0.01422185,0.001508317,0.00002058899,0.0005396581,0.1334777,0.001343107,0.002202422,0.01766149,0.828756,0.00006928663],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4668881,0.006427571,0.09853303,0.02795892,0.001918582,0.001554321,0.002141719,0.002105207,0.3924724],"genre_scores_gemma":[0.6442401,0.007820145,0.2221318,0.003611726,0.0007333001,0.002409136,0.004272208,0.002103376,0.1126781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01687815,"threshold_uncertainty_score":0.0362922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04692001440520908,"score_gpt":0.3339716631603942,"score_spread":0.2870516487551851,"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."}}