{"id":"W2040345216","doi":"10.1177/0255761407088487","title":"Educating professional musicians: lessons learned from school music","year":2008,"lang":"en","type":"article","venue":"International Journal of Music Education","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Music education; Curriculum; Singing; Relevance (law); Pedagogy; Psychology; Limiting; Management; Engineering; Political science","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":[0.002748779,0.0005570719,0.0004596497,0.0009800993,0.006961805,0.00304662,0.001650301,0.001339771,0.002200191],"category_scores_gemma":[0.003491299,0.0002086532,0.0003062585,0.001544662,0.003841432,0.001879524,0.002175028,0.002475076,0.0003529127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0221243,"about_ca_system_score_gemma":0.03767863,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7735558,"about_ca_topic_score_gemma":0.9416695,"domain_scores_codex":[0.9986191,0.0004297702,0.00003719156,0.0001087033,0.000387361,0.0004179397],"domain_scores_gemma":[0.9985325,0.00059465,0.00003847424,0.00004680968,0.0003650498,0.0004224289],"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":[0.0001306932,0.0008201196,0.008738144,0.001792882,0.00002796066,0.001740343,0.2572735,0.0006918941,0.0008665667,0.02204869,0.06520993,0.6406593],"study_design_scores_gemma":[0.00005245881,0.0002252022,0.035026,0.002744513,0.00007658327,0.0005840862,0.4098352,0.0005001403,0.001433948,0.008787008,0.5406606,0.00007429446],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5853543,0.09664639,0.003820511,0.1126667,0.002659416,0.0005540194,0.0003163499,0.0001616643,0.1978206],"genre_scores_gemma":[0.8129382,0.1007448,0.01169556,0.009504527,0.0004883074,0.0001279328,0.0002221321,0.000102513,0.06417601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7735558,"threshold_uncertainty_score":0.4555556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1644231954508351,"score_gpt":0.3344939263721185,"score_spread":0.1700707309212834,"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."}}