{"id":"W7055181107","doi":"","title":"Community music as a transformative and liberating tool for North American music educators","year":2023,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Centre for Interdisciplinary Research in Music Media and Technology","funders":"McGill University","keywords":"Transformative learning; Music education; Key (lock); Narrative; Identity (music); Ethnography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003362875,0.0002431236,0.0002038909,0.0009534018,0.01414094,0.006789591,0.001186348,0.001922994,0.01693157],"category_scores_gemma":[0.00325923,0.0001892832,0.0001846234,0.0005013933,0.009219761,0.003915495,0.01217086,0.003091891,0.001517802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00269803,"about_ca_system_score_gemma":0.01079331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00750696,"about_ca_topic_score_gemma":0.05841917,"domain_scores_codex":[0.9983329,0.0009631094,0.00002082343,0.00009356643,0.0002416593,0.0003478607],"domain_scores_gemma":[0.9966162,0.0006902005,0.0001691803,0.0001765768,0.0002330263,0.002114849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001026048,0.0006182661,0.004260474,0.0002765824,0.00001191601,0.0006439105,0.3022186,0.0001584178,0.002470386,0.2621933,0.09288891,0.3341566],"study_design_scores_gemma":[0.00003664999,0.0001162521,0.002936123,0.0004399761,0.000007129352,0.0002240248,0.2592907,0.0001811281,0.0003611747,0.02758383,0.7088044,0.00001862004],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2080402,0.005299102,0.00575438,0.1728324,0.002067036,0.0001783674,0.00003802176,0.0002879115,0.6055026],"genre_scores_gemma":[0.8470187,0.00385033,0.009461763,0.01737528,0.0006626711,0.0002092323,0.00003229248,0.0001124646,0.1212773],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01693157,"threshold_uncertainty_score":0.0566417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02256125942346874,"score_gpt":0.2770858275123382,"score_spread":0.2545245680888694,"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."}}