{"id":"W4250366964","doi":"10.2979/philmusieducrevi.24.2.06","title":"","year":2016,"lang":"","type":"article","venue":"Philosophy of Music Education Review","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Pedagogy; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00190286,0.001424797,0.002710373,0.0009358364,0.001068942,0.0002390054,0.001976657,0.0002386635,0.04865701],"category_scores_gemma":[0.00136586,0.001006555,0.001466889,0.0008130312,0.003469747,0.002935053,0.0003367585,0.0003822042,0.001012036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005258311,"about_ca_system_score_gemma":0.004846132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004511176,"about_ca_topic_score_gemma":0.0000827014,"domain_scores_codex":[0.9891492,0.001180667,0.004909471,0.00184896,0.001826482,0.00108526],"domain_scores_gemma":[0.984905,0.001158539,0.004985021,0.00320735,0.004830587,0.0009134802],"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":[0.00004101418,0.003919505,0.0002308154,0.02885401,0.0003348029,0.000001146503,0.017554,6.734348e-8,0.0001225576,0.7116774,0.103527,0.1337377],"study_design_scores_gemma":[0.001075351,0.0003892533,0.0005467785,0.1586471,0.001465857,0.00001744099,0.002989032,1.640979e-7,0.000135974,0.08744169,0.7461059,0.001185449],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02194879,0.5055315,0.000031939,0.3131892,0.02156497,0.005135849,0.0004034322,0.0001425534,0.1320517],"genre_scores_gemma":[0.6214738,0.3229123,0.0002328308,0.03715171,0.009506041,0.0008725474,0.00006416347,0.0001371179,0.007649434],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6425789,"threshold_uncertainty_score":0.9998502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1104691973532729,"score_gpt":0.2927212428623271,"score_spread":0.1822520455090542,"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."}}