{"id":"W2107697863","doi":"10.1017/s0265051706257310","title":"<b>Cultural Diversity in Music Education: Directions and Challenges for the 21st Century</b> by Patricia Shehan Campbell, John Drummond, Peter Dunbar-Hall, Keith Howard, Huib Schippers &amp; Trevor Wiggins (Eds). Brisbane: Australian Academic Press, 2005. 206 pp, no price given, paperback. ISBN 1875378596","year":2007,"lang":"en","type":"article","venue":"British Journal of Music Education","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Diversity (politics); Sociology; Performance art; Art history; Media studies; Environmental ethics; Art; Anthropology; Philosophy","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009530815,0.0003777741,0.000424034,0.0002406748,0.001426666,0.0005597746,0.0005377274,0.0002115676,0.001341835],"category_scores_gemma":[0.000239597,0.000357856,0.0002250723,0.0001924166,0.0004384945,0.001588312,0.0001225585,0.0008568153,0.00003439482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003738129,"about_ca_system_score_gemma":0.000650202,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004309482,"about_ca_topic_score_gemma":0.0308635,"domain_scores_codex":[0.9972332,0.0001811844,0.0008822952,0.0004967252,0.0005736132,0.0006329681],"domain_scores_gemma":[0.9971091,0.0003245328,0.0008791524,0.0002942935,0.001032533,0.0003604617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009800526,0.001184761,0.0009971304,0.0001959056,0.0001507187,0.000004525516,0.04636747,0.000004476512,0.0000629304,0.001945048,0.8246193,0.1243697],"study_design_scores_gemma":[0.0008134655,0.00008463475,0.02912091,0.0004434723,0.0002237023,0.0002339429,0.04992174,0.000001083261,0.00001173433,0.0001223187,0.9186206,0.0004023687],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6978913,0.220297,0.00001259519,0.01861802,0.02248085,0.002834882,0.0004912716,0.0001175628,0.03725654],"genre_scores_gemma":[0.6521256,0.2904987,0.0006409623,0.002444816,0.01168405,0.0001774388,0.0003703064,0.0001206374,0.04193749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1239673,"threshold_uncertainty_score":0.9998873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05867091949623277,"score_gpt":0.2613254576867416,"score_spread":0.2026545381905088,"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."}}