{"id":"W7037470015","doi":"","title":"Educational Reform in Québec: opinions from selected music teachers","year":2008,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Theme (computing); Perception; Sample (material); Music education; Transversal (combinatorics); Discipline","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00295847,0.0001665514,0.0002932171,0.001074012,0.009172335,0.003163046,0.0005308836,0.001347854,0.003465718],"category_scores_gemma":[0.005748224,0.0001876093,0.0001712633,0.001811425,0.002333006,0.0008237918,0.0009495341,0.001753811,0.0001818743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03179104,"about_ca_system_score_gemma":0.01760529,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9282988,"about_ca_topic_score_gemma":0.9679621,"domain_scores_codex":[0.99735,0.0008671172,0.00008396509,0.0001527808,0.000655998,0.0008901782],"domain_scores_gemma":[0.9926926,0.002175496,0.000782153,0.00007824033,0.002765713,0.001505868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001839822,0.0001741957,0.1667508,0.0002903385,0.00002322589,0.002570002,0.7782124,0.0001881896,0.002978954,0.00176771,0.01116783,0.0356923],"study_design_scores_gemma":[0.00001173356,0.00009972509,0.1498846,0.0001529982,0.00001401184,0.0002040255,0.8179119,0.000198495,0.000298104,0.00005596407,0.03114072,0.00002763867],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981431,0.001238071,0.0001176261,0.007752581,0.00005016187,0.00004756737,0.000102475,0.000006630938,0.009253942],"genre_scores_gemma":[0.9920478,0.0008865489,0.0000837882,0.001842701,0.00002877592,0.00002497391,0.00005817671,0.000004886621,0.005022328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07170123,"threshold_uncertainty_score":0.2306612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3620096956895214,"score_gpt":0.4875578253347395,"score_spread":0.1255481296452181,"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."}}