{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008206485,0.0002843108,0.0003530779,0.002019004,0.008255923,0.001583782,0.001075371,0.0004446448,0.004602882],"category_scores_gemma":[0.002648263,0.0003977933,0.000262464,0.005273977,0.001185979,0.0005465054,0.0008659525,0.0006206539,0.0003470724],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07279292,"about_ca_system_score_gemma":0.08552342,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9972216,"about_ca_topic_score_gemma":0.9994782,"domain_scores_codex":[0.9983966,0.0001544778,0.0000679612,0.0001806085,0.0004124884,0.0007878726],"domain_scores_gemma":[0.9944207,0.0003631697,0.0004630467,0.00007088723,0.002380145,0.002302013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003196083,0.000359029,0.8794928,0.0003246428,0.00005743351,0.0009714502,0.05370863,0.0003075243,0.002068525,0.00151755,0.009035913,0.05183679],"study_design_scores_gemma":[0.00001291166,0.00006606687,0.9570278,0.0000991472,0.00001360949,0.00007564895,0.03351068,0.000149158,0.0001653441,0.00001730901,0.00884371,0.0000185443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898538,0.0007327803,0.00008985488,0.0006030684,0.00002567332,0.0000730602,0.0006463712,0.00001305189,0.0079623],"genre_scores_gemma":[0.9914301,0.0007445531,0.000197831,0.0002586222,0.000006270531,0.00004704177,0.0004699032,0.000009291606,0.006836367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9272071,"threshold_uncertainty_score":0.528152,"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."}}