{"id":"W7117302157","doi":"10.1177/87551233251395680","title":"“It’s Just Drilling the Skills for That Performance”: Music Educators, Social Justice, and the Performance Paradigm","year":2025,"lang":"en","type":"article","venue":"Update Applications of Research in Music Education","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Dominance (genetics); Music education; Social justice; Perception; Economic Justice; Focus (optics); Relation (database)","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002425419,0.0001434598,0.0001861154,0.0005055015,0.002048247,0.000289214,0.0006256496,0.00006326895,0.0002520055],"category_scores_gemma":[0.00007896478,0.00009904878,0.00005875707,0.0005503736,0.001718804,0.0002580757,0.0001070989,0.0003617695,0.00002698439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001765432,"about_ca_system_score_gemma":0.001286033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000215777,"about_ca_topic_score_gemma":0.0002609734,"domain_scores_codex":[0.9984189,0.0001916739,0.000370908,0.0003076319,0.0003295584,0.0003813328],"domain_scores_gemma":[0.9977958,0.000995708,0.0001653616,0.0005150384,0.0004799212,0.00004823664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003617446,0.0003085896,0.0005077391,0.0005113705,0.00002739496,1.199213e-8,0.06182102,0.00001116006,0.000004664608,0.7307652,0.174483,0.03152369],"study_design_scores_gemma":[0.0005406393,0.00001644291,0.002649367,0.0001357336,0.00009121702,8.509272e-7,0.07433315,0.0004679138,0.000105085,0.01528985,0.9062527,0.0001170574],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8379629,0.000755246,0.0002150653,0.08299465,0.001994597,0.004475017,0.00004080075,0.00003869972,0.071523],"genre_scores_gemma":[0.9846199,0.0006898782,0.0002077052,0.002275224,0.001270568,0.005884176,0.00006297825,0.00001684827,0.004972782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7317697,"threshold_uncertainty_score":0.9992509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1033794776348036,"score_gpt":0.3667570294254794,"score_spread":0.2633775517906759,"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."}}