{"id":"W3198793247","doi":"10.1002/rev3.3267","title":"A scoping review of research that examines El Sistema and Sistema‐inspired music education programmes","year":2021,"lang":"en","type":"review","venue":"Review of Education","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Faculty of Education, Queensland University of Technology","keywords":"Excellence; Inclusion (mineral); Context (archaeology); Curriculum; Psychology; Pedagogy; Musical; Sociology; Political science; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002629956,0.0005019326,0.00318877,0.000597482,0.0002462359,0.0001678144,0.0004787426,0.0001444603,0.002360728],"category_scores_gemma":[0.001665758,0.0004058399,0.000634521,0.0007064722,0.0005030223,0.0003586982,0.000153132,0.0003225041,0.00005319094],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00022093,"about_ca_system_score_gemma":0.009013521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002003929,"about_ca_topic_score_gemma":0.00009539389,"domain_scores_codex":[0.9945329,0.001432859,0.002134035,0.0007219776,0.0008571665,0.0003210968],"domain_scores_gemma":[0.992633,0.0007503583,0.002350822,0.00116895,0.002946405,0.0001504321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[2.287719e-7,0.0002998735,0.000001313406,0.5600954,0.00005409405,1.312243e-7,0.0008409692,3.894141e-10,2.915224e-8,0.01435959,0.01784325,0.4065051],"study_design_scores_gemma":[0.00001961096,0.00002367916,0.000001165225,0.5017897,0.0007120908,0.000009645734,0.001078734,1.267196e-8,4.480839e-7,0.00003451087,0.4961631,0.0001673047],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000589438,0.965431,3.078693e-7,0.0004275228,0.002608744,0.00702816,0.00002611623,0.00002722688,0.02444497],"genre_scores_gemma":[0.000007054914,0.989148,0.0001679053,0.0005482779,0.001127498,0.002781224,0.0009564065,0.00006613693,0.005197454],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4783199,"threshold_uncertainty_score":0.9998394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3607179369965599,"score_gpt":0.4660375770194682,"score_spread":0.1053196400229083,"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."}}