{"id":"W4391752214","doi":"10.1017/ytm.2023.18","title":"A History of Chinese Musical Instrument Education in Toronto","year":2023,"lang":"en","type":"article","venue":"Yearbook for Traditional Music","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Music education; Immigration; Diaspora; Chinese education; Variety (cybernetics); Bridge (graph theory); Musical; History; Sociology; Pedagogy; Visual arts; Gender studies; Art; Computer science; Medicine; Archaeology","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":[0.0006869265,0.0004753214,0.0003112247,0.001683878,0.01825804,0.00373379,0.0008632545,0.0008993226,0.0165272],"category_scores_gemma":[0.001052765,0.0002766394,0.0002242897,0.005681851,0.007744822,0.001134067,0.00396964,0.002238186,0.0006791697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1165245,"about_ca_system_score_gemma":0.09424177,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9809706,"about_ca_topic_score_gemma":0.9929053,"domain_scores_codex":[0.9988587,0.0001781733,0.00003993623,0.00009737715,0.0001772723,0.0006485724],"domain_scores_gemma":[0.9988343,0.0001662755,0.00007082281,0.00004360937,0.0002675699,0.0006174672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002560815,0.00009618,0.02045962,0.0009601051,0.00003930181,0.004231442,0.380755,0.0007776615,0.001603303,0.3953406,0.05387279,0.1416079],"study_design_scores_gemma":[0.00002863374,0.00008051166,0.07399468,0.0005955613,0.00003421987,0.0003590706,0.1479924,0.0003706769,0.0007731275,0.003336786,0.7723461,0.00008813926],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.380729,0.0221005,0.0008639176,0.0263077,0.0006850723,0.0001437107,0.0009059623,0.0001089385,0.5681552],"genre_scores_gemma":[0.9233632,0.008771873,0.0004350504,0.0008947677,0.00005903631,0.00004361433,0.0001960046,0.00003011483,0.06620634],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1165245,"threshold_uncertainty_score":0.8454482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1415438477895054,"score_gpt":0.2594691989572774,"score_spread":0.117925351167772,"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."}}