{"id":"W2886126392","doi":"","title":"The Benefits of Musical Creation: Improving Education and Encouraging Innovation","year":2014,"lang":"en","type":"article","venue":"","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Creativity; Vocabulary; Psychology; Musical; Musicality; Realm; Value (mathematics); Music education; Active listening; Pedagogy; Mathematics education; Visual arts; Computer science; Linguistics; Social psychology; Political science; Art; Communication","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01316942,0.0003988108,0.000382845,0.00312342,0.003412542,0.01034198,0.001152558,0.002710005,0.01083901],"category_scores_gemma":[0.02070533,0.0002608181,0.0005636082,0.00206194,0.006680629,0.008967299,0.0111703,0.001945804,0.001103863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003951415,"about_ca_system_score_gemma":0.008455824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003116393,"about_ca_topic_score_gemma":0.006677706,"domain_scores_codex":[0.9897592,0.005778408,0.0003233426,0.0004426482,0.002648323,0.001048118],"domain_scores_gemma":[0.9767449,0.01639336,0.001720764,0.001475781,0.001512276,0.00215289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001398217,0.000319865,0.007508027,0.002848893,0.00004805428,0.0005485174,0.02090553,0.0007092307,0.001988721,0.2388776,0.0285584,0.6975474],"study_design_scores_gemma":[0.0002162698,0.0005865148,0.03077994,0.004202402,0.0001357998,0.0006827621,0.02496994,0.00086397,0.003924998,0.1902836,0.7432675,0.0000862077],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1505865,0.03469751,0.02161293,0.1852193,0.001596679,0.0004338681,0.0002217383,0.0005676494,0.6050639],"genre_scores_gemma":[0.9364699,0.01661982,0.02269727,0.006594363,0.0008604629,0.0002119526,0.00006138122,0.00009187045,0.01639295],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01316942,"threshold_uncertainty_score":0.06964737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0290909721180709,"score_gpt":0.2358475704871449,"score_spread":0.206756598369074,"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."}}