{"id":"W2952959787","doi":"10.1093/oxfordhb/9780190248093.013.3","title":"Educational Policy and Assessmentin Music","year":2019,"lang":"en","type":"reference-entry","venue":"","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Framing (construction); Politics; Public policy; Policy analysis; Work (physics); Perception; Education policy; Political science; Sociology; Action (physics); Value (mathematics); Public relations; Public administration; Engineering ethics; Epistemology; Higher education; Law; Engineering; Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005639283,0.0002311117,0.0002488041,0.0003587544,0.0002002906,0.0005847271,0.0001787456,0.0001117155,0.1233833],"category_scores_gemma":[0.00003295809,0.0001902854,0.00006553554,0.0000346947,0.0001711399,0.0002032107,0.00009758849,0.0002267175,0.00242134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001212552,"about_ca_system_score_gemma":0.001769089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001477883,"about_ca_topic_score_gemma":0.0006764909,"domain_scores_codex":[0.9989328,0.00003188823,0.0002191521,0.0003283326,0.0002785514,0.0002093051],"domain_scores_gemma":[0.9991583,0.0001570962,0.0001534374,0.0002663429,0.0001818276,0.00008296407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[4.443533e-7,0.00003829157,0.00001552492,0.00007399011,0.00002982818,1.120373e-7,0.003036046,1.132019e-8,1.492681e-8,0.4822145,0.5122251,0.002366086],"study_design_scores_gemma":[0.0001180692,0.00001491747,0.0001958938,0.0001179466,0.00004029949,0.000001694719,0.00217347,0.000001205883,1.682438e-7,0.007245524,0.9898528,0.000238054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006287345,0.0005243814,0.000001047038,0.002812982,0.007936086,0.0002196046,0.0001645107,0.00004206341,0.9876706],"genre_scores_gemma":[0.002662233,0.001531425,0.00007009529,0.001685645,0.01218196,0.0000303995,0.0007381288,0.00002913845,0.981071],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4776277,"threshold_uncertainty_score":0.9983554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0892365219630887,"score_gpt":0.2993129001371136,"score_spread":0.2100763781740249,"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."}}