{"id":"W2952878511","doi":"10.1037/edu0000376","title":"A population-level analysis of associations between school music participation and academic achievement.","year":2019,"lang":"en","type":"article","venue":"Journal of Educational Psychology","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":141,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; Academic achievement; Population; Mathematics education; Developmental psychology; Demography; Sociology","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":[0.002340373,0.0003202412,0.0005890853,0.002303863,0.001183722,0.0008779693,0.0009325547,0.0004673933,0.004191562],"category_scores_gemma":[0.007511374,0.0004160598,0.0009808994,0.00633675,0.0003817222,0.0004460987,0.0008664184,0.001203734,0.0005773462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002921542,"about_ca_system_score_gemma":0.004948549,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7876809,"about_ca_topic_score_gemma":0.8270809,"domain_scores_codex":[0.9983978,0.000356324,0.0001650197,0.0003819229,0.000483925,0.000214997],"domain_scores_gemma":[0.9950118,0.0007620711,0.0007824391,0.0007829433,0.002101347,0.000559427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001406856,0.00003077028,0.9910138,0.00006757068,0.0005452899,0.00006138151,0.0002334039,0.00005795611,0.0001899833,0.00005739799,0.003271944,0.004329658],"study_design_scores_gemma":[0.000006307007,0.00002853921,0.9990534,0.000006342128,0.00008277641,0.00001475834,0.000147788,0.00007418388,0.00002054593,0.000007913051,0.0005547068,0.000002617353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701177,0.0007468981,0.001310587,0.0002813614,0.00009672657,0.0001701045,0.024358,0.0001088878,0.002809773],"genre_scores_gemma":[0.9863572,0.0002701205,0.001108406,0.00009246563,0.00002121866,0.0001914294,0.009226049,0.0000256918,0.002707435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7876809,"threshold_uncertainty_score":0.4271389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1837669516313107,"score_gpt":0.3986457316588702,"score_spread":0.2148787800275595,"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."}}