{"id":"W2032559499","doi":"10.1177/0255761404047398","title":"Musical contracts: fostering student participation in the instructional process","year":2004,"lang":"en","type":"article","venue":"International Journal of Music Education","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Process (computing); Psychology; Music education; Musical; Pedagogy; Mathematics education; 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":[],"consensus_categories":[],"category_scores_codex":[0.000397776,0.00009684931,0.0001087451,0.0002925607,0.00009345425,0.0003024318,0.0004467567,0.00002761808,0.0007193757],"category_scores_gemma":[0.0001373423,0.00007139331,0.00006732159,0.00006793223,0.0001054118,0.0008265565,0.00002481117,0.0002048835,0.00002990763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002709134,"about_ca_system_score_gemma":0.0005734877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009766626,"about_ca_topic_score_gemma":0.0003717158,"domain_scores_codex":[0.9984552,0.00005683439,0.0005321231,0.0001096686,0.0007351165,0.0001110531],"domain_scores_gemma":[0.9984117,0.0000829486,0.000420599,0.00009347394,0.000946783,0.00004447046],"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":[0.0001002268,0.003153767,0.001604761,0.00001475127,0.0001235905,0.0000219384,0.4065419,0.00125719,0.0001297904,0.5433425,0.002999574,0.04070994],"study_design_scores_gemma":[0.004882032,0.0004085823,0.1966199,0.0008229554,0.0001451679,0.0005475249,0.282779,0.00003298134,0.000324165,0.1286602,0.3842195,0.0005580136],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9652862,0.00003913663,0.00006006438,0.007177818,0.01158904,0.000143324,0.000003313226,0.000007693195,0.0156934],"genre_scores_gemma":[0.9930257,0.000006887737,0.000148402,0.002088691,0.004592588,0.00002873755,0.00001283129,0.000007832688,0.00008835341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4146824,"threshold_uncertainty_score":0.787666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07960167504794685,"score_gpt":0.3556971776123544,"score_spread":0.2760955025644076,"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."}}