{"id":"W1971506432","doi":"10.2307/3399901","title":"Learning across Disciplines: An Approach to West African Music","year":2003,"lang":"en","type":"article","venue":"Music Educators Journal","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Music education; Psychology; Musicology; Pedagogy; Visual arts; Sociology; Mathematics education; Art","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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008074438,0.0003272726,0.0003145489,0.0003084182,0.002309871,0.001620958,0.0004741881,0.00006348304,0.01199107],"category_scores_gemma":[0.0001833649,0.0002753434,0.0001538656,0.0002593354,0.0002867337,0.000782098,0.00006616597,0.0007031821,0.0006108422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002068389,"about_ca_system_score_gemma":0.0004537293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001362484,"about_ca_topic_score_gemma":0.0003469187,"domain_scores_codex":[0.9975674,0.0002649946,0.0004996781,0.0004436529,0.0004818673,0.000742389],"domain_scores_gemma":[0.998212,0.00006557516,0.0002633097,0.0003820612,0.0003258912,0.0007511737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001163092,0.0009480282,0.002185716,0.00001863642,0.00005713927,0.000006832636,0.8576165,0.000152284,0.0000265343,0.08205929,0.05457744,0.002339964],"study_design_scores_gemma":[0.0002149728,0.0001000133,0.001119687,0.00002301109,0.00002393258,0.00008147246,0.4161229,0.000006410584,0.00001170163,0.0006871748,0.5813014,0.0003073409],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7787901,0.00004589662,0.00008925831,0.0003512906,0.008420153,0.0001659548,0.0000073743,0.00007977245,0.2120502],"genre_scores_gemma":[0.9763116,0.000003222206,0.0008391856,0.001084004,0.005842223,0.00003820533,0.00001402917,0.00006651907,0.01580097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5267239,"threshold_uncertainty_score":0.9999699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08341830712165135,"score_gpt":0.2871828489299805,"score_spread":0.2037645418083292,"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."}}