{"id":"W1936029624","doi":"10.21083/csieci.v3i2.307","title":"Schooling the future: Perceptions of Selected Experts on Jazz Education","year":2007,"lang":"en","type":"article","venue":"Critical Studies in Improvisation / Études critiques en improvisation","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Jazz; Improvisation; Pedagogy; Sociology; Curriculum; Music education; Interpretation (philosophy); Negotiation; Construct (python library); Situated; Perception; Mathematics education; Psychology; Social science; Visual arts; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001326457,0.0003177779,0.0003394356,0.0004503455,0.0006818987,0.0001971063,0.0002844935,0.0001430046,0.0003146071],"category_scores_gemma":[0.002743723,0.0002529118,0.0001083733,0.0003088434,0.001028358,0.0008361486,0.00007816966,0.0003653032,0.00002716044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007722435,"about_ca_system_score_gemma":0.0003660269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000342492,"about_ca_topic_score_gemma":0.001456479,"domain_scores_codex":[0.9972365,0.0002794224,0.0009417227,0.0004690693,0.0005485133,0.0005246958],"domain_scores_gemma":[0.9960502,0.001482772,0.0001925706,0.000389687,0.001765356,0.0001193777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006476347,0.0005481992,0.0007564143,0.0002051988,0.00004262161,0.000001238062,0.111007,0.00000458657,0.001560497,0.8578197,0.005114706,0.02287508],"study_design_scores_gemma":[0.0007940919,0.0006999614,0.01699968,0.0004714175,0.0001461404,0.000008339432,0.8869157,0.0001611413,0.003651855,0.02146277,0.06791618,0.0007727084],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9353888,0.00150629,0.001028793,0.0166804,0.01020914,0.001897936,0.00004377373,0.0003904345,0.03285443],"genre_scores_gemma":[0.9934549,0.0002276718,0.0007212116,0.001547447,0.003287102,0.0002477405,0.00006014467,0.00003883821,0.0004150004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8363569,"threshold_uncertainty_score":0.9999923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05964473069420205,"score_gpt":0.370667905648592,"score_spread":0.31102317495439,"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."}}