{"id":"W4389120841","doi":"10.21432/cjlt28153","title":"Technology in Music Education","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Practicum; Bachelor; Music education; Teaching method; Psychology; Computer science; Mathematics education; Certificate; Transformational leadership; Multimedia; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001078981,0.0002565701,0.0002101606,0.001479772,0.002780452,0.007958873,0.0004330377,0.001298105,0.01949193],"category_scores_gemma":[0.003973079,0.0001479456,0.0002470465,0.001473119,0.003314252,0.003596207,0.002636457,0.001392609,0.001903933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002726648,"about_ca_system_score_gemma":0.003438597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004619314,"about_ca_topic_score_gemma":0.007769041,"domain_scores_codex":[0.99873,0.0004194611,0.00005684429,0.000130747,0.0004247645,0.0002382151],"domain_scores_gemma":[0.9984002,0.0009773936,0.0001403864,0.00006021711,0.0001370377,0.0002848178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000985908,0.0004176491,0.01766918,0.001048612,0.00002338318,0.001626379,0.0555451,0.0004203062,0.003791583,0.2505879,0.01272977,0.6560416],"study_design_scores_gemma":[0.0000399042,0.0003679559,0.0269698,0.001816706,0.00003066207,0.002765861,0.07652513,0.0006235297,0.001609136,0.04220589,0.8469898,0.00005560328],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.193801,0.03023555,0.007716207,0.01649668,0.001260108,0.0001408957,0.00005143699,0.0001013341,0.7501968],"genre_scores_gemma":[0.9101113,0.01947362,0.004347025,0.00253021,0.0003060455,0.00006552784,0.00003230878,0.00004329627,0.06309063],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01949193,"threshold_uncertainty_score":0.06520706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02562196205239525,"score_gpt":0.2274575518312763,"score_spread":0.201835589778881,"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."}}