{"id":"W4392949883","doi":"10.7202/1110013ar","title":"Schools of Music as Social Institutions in Service to Society","year":2023,"lang":"en","type":"article","venue":"MUSICultures","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Service (business); Sociology; Social science; Political science; Business; Marketing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001377236,0.0002540442,0.0002400993,0.001516133,0.01900167,0.01304156,0.0008684046,0.001817888,0.009792514],"category_scores_gemma":[0.002550585,0.0001848295,0.0001765508,0.001650239,0.03198709,0.003897262,0.00914516,0.002583306,0.0008210239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03223863,"about_ca_system_score_gemma":0.082764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.379968,"about_ca_topic_score_gemma":0.7354577,"domain_scores_codex":[0.9974077,0.0009228106,0.00003226918,0.00009562966,0.0003135148,0.001228064],"domain_scores_gemma":[0.9962573,0.000350961,0.00026108,0.0001049537,0.0003542154,0.002671421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001947539,0.00006259084,0.006470209,0.00004783708,0.00000460263,0.0001779789,0.09310047,0.0002566457,0.0002510711,0.8391844,0.01710112,0.04332352],"study_design_scores_gemma":[0.00002108618,0.00003655223,0.01233729,0.0002504323,0.000009275059,0.00009136451,0.2604775,0.0003029181,0.0001844626,0.07092075,0.655349,0.00001944059],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1889579,0.004180981,0.003358506,0.04888796,0.000619375,0.0001596884,0.00005060714,0.0001999987,0.753585],"genre_scores_gemma":[0.9299847,0.001378666,0.001185686,0.00228691,0.00008321529,0.00003604231,0.00002109294,0.00002864039,0.06499504],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.379968,"threshold_uncertainty_score":0.7555128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1220717553426835,"score_gpt":0.297580025240833,"score_spread":0.1755082698981495,"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."}}