{"id":"W2137169884","doi":"10.1177/105708370001000103","title":"Developing Collaborative Partnerships for Student Teaching in Music","year":2000,"lang":"en","type":"article","venue":"Journal of Music Teacher Education","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Psychology; Mathematics education; Pedagogy; Student teaching; Music education; Student teacher; Teacher education","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008808133,0.0001433935,0.0002276946,0.0003059321,0.0002014153,0.0002245438,0.0002143605,0.00004576993,0.003999596],"category_scores_gemma":[0.0001005207,0.0001259931,0.00007983569,0.00009350493,0.00006967997,0.0006202151,0.000009985326,0.0002888005,0.00003025896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004101853,"about_ca_system_score_gemma":0.00109982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005175377,"about_ca_topic_score_gemma":0.0009793172,"domain_scores_codex":[0.9986371,0.0001781133,0.0005837687,0.000149622,0.0002609268,0.0001904893],"domain_scores_gemma":[0.9989705,0.0001258245,0.0003825665,0.0001275917,0.0003196633,0.00007385835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006096029,0.001173139,0.001367499,0.00003478593,0.00005621671,0.000001617535,0.6232333,0.00001921603,0.00002523525,0.1708961,0.1333703,0.0697616],"study_design_scores_gemma":[0.0005439862,0.00008526383,0.004306819,0.0001650537,0.00003881921,0.000005809837,0.1604036,0.000004608446,0.00001684245,0.00309358,0.8311769,0.0001586942],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9481947,0.000241781,0.0000424515,0.003555983,0.003160891,0.000357121,0.000003902941,0.00001494872,0.04442822],"genre_scores_gemma":[0.9794559,0.00001228056,0.001894578,0.001186488,0.003383529,0.00005114651,0.00001385934,0.00002159306,0.01398061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6978066,"threshold_uncertainty_score":0.9969109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1472922438931711,"score_gpt":0.3419412886626807,"score_spread":0.1946490447695096,"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."}}