{"id":"W3033628866","doi":"10.30775/kmes.49.2.69","title":"A Comparative Study on Music Teacher Training Programs of Ontario, Quebec, British Columbia in Canada","year":2020,"lang":"en","type":"article","venue":"Korean Music Education Society","topic":"Educational Systems and Policies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Certificate; Training (meteorology); Music education; Mathematics education; Teacher education; Certificate in Education; Pedagogy; Medical education; Training system; Dual (grammatical number); Psychology; Political science; Computer science; Higher education; Geography; Medicine; Education; Education policy; Art","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002163016,0.0001123256,0.0002958864,0.00001342563,0.0001090077,0.0002180666,0.0004087347,0.00003599433,0.0001508703],"category_scores_gemma":[0.00001481141,0.0001566974,0.00007816025,0.0005260051,0.00004367042,0.0001921908,0.00005341237,0.0002169538,0.000003226594],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001196972,"about_ca_system_score_gemma":0.01477464,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9997042,"about_ca_topic_score_gemma":0.9999571,"domain_scores_codex":[0.9985681,0.0001114181,0.000380319,0.0003547116,0.000366077,0.0002193765],"domain_scores_gemma":[0.9992308,0.00006045086,0.0001928308,0.0002473037,0.0001282597,0.000140376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[6.661814e-7,0.0005139615,0.2124678,0.00001280805,0.0000295532,5.571064e-7,0.6008208,0.00002038875,0.000007523031,0.0001395268,0.1809812,0.005005202],"study_design_scores_gemma":[0.0002539737,0.0000930098,0.7998673,0.00007503122,0.00000654837,0.000002290478,0.1877477,0.0001504857,0.000002974387,0.00006993702,0.01156356,0.000167148],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954081,0.0000340925,0.00006350123,0.00104262,0.0004742717,0.000637782,0.000004034434,0.00002609995,0.002309476],"genre_scores_gemma":[0.9943987,3.983845e-7,0.0009813278,0.001796985,0.0002030804,0.0001316072,0.00001922164,0.00000796767,0.002460701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5873995,"threshold_uncertainty_score":0.9908107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07095423957840179,"score_gpt":0.273002659196504,"score_spread":0.2020484196181022,"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."}}