{"id":"W2101351882","doi":"10.1177/1048371309354432","title":"A Minds-On Approach to Active Learning in General Music","year":2009,"lang":"en","type":"article","venue":"General Music Today","topic":"Social Development and Education Research","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Psychology; Dismissal; Class (philosophy); Task (project management); Mathematics education; Active learning (machine learning); Pedagogy; Function (biology); Musical; Relation (database); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002153916,0.000514964,0.0002954091,0.001244344,0.00217604,0.006604525,0.00179387,0.001951806,0.003750413],"category_scores_gemma":[0.002609726,0.0002927132,0.0005160445,0.0006697422,0.01948797,0.004705895,0.007151123,0.002971179,0.0005083842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003496296,"about_ca_system_score_gemma":0.002262527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001290347,"about_ca_topic_score_gemma":0.003018334,"domain_scores_codex":[0.9976383,0.001606979,0.00004094357,0.0002488274,0.0002935388,0.0001713953],"domain_scores_gemma":[0.9980955,0.001166636,0.0001176115,0.000194824,0.00009936789,0.0003261266],"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":[0.00005239812,0.0001948292,0.001952718,0.0003583067,0.00001451047,0.0006066964,0.07674757,0.0008742853,0.001954181,0.8530335,0.002929306,0.06128161],"study_design_scores_gemma":[0.00005004725,0.0002822112,0.003609182,0.0004190377,0.00001905024,0.001187763,0.04022078,0.002521391,0.001418284,0.769043,0.1811988,0.00003048077],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0895428,0.00563599,0.177692,0.02247701,0.000671598,0.0003194272,0.00003628527,0.0002017316,0.7034231],"genre_scores_gemma":[0.8841332,0.002564242,0.05448414,0.002817864,0.0003043743,0.000411106,0.00004196231,0.00008116139,0.0551619],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006604525,"threshold_uncertainty_score":0.0253675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07152381014913785,"score_gpt":0.351742825879965,"score_spread":0.2802190157308272,"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."}}