{"id":"W4387753206","doi":"10.46328/ijonest.166","title":"Cultural Awareness Through Music Study: Fostering Diversity, Equity, and Inclusion in Higher Education Vocal Music Curriculum","year":2023,"lang":"en","type":"article","venue":"International Journal on Engineering Science and Technology","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Music education; Curriculum; Inclusion (mineral); Narrative; Musical; Diversity (politics); The arts; Equity (law); Sociology; Visual arts; Cultural diversity; Pedagogy; History; Gender studies; Political science; Art; Anthropology; Literature; Law","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":[0.005189752,0.0002800259,0.0003428073,0.001798141,0.01585208,0.009458249,0.001259279,0.0009716132,0.002863309],"category_scores_gemma":[0.004889116,0.0002302067,0.0002293177,0.001208721,0.01744518,0.003572264,0.01809894,0.002036736,0.0001971833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009359334,"about_ca_system_score_gemma":0.03012943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07606129,"about_ca_topic_score_gemma":0.2500954,"domain_scores_codex":[0.9960349,0.002140777,0.00006889074,0.0002396051,0.0006020778,0.0009137301],"domain_scores_gemma":[0.9971529,0.001064009,0.0002525043,0.0001600384,0.0002607847,0.001109732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004617379,0.0003899401,0.01313404,0.0002221319,0.00001112925,0.0004882414,0.8416372,0.00007090039,0.001986699,0.02586981,0.002030348,0.1141133],"study_design_scores_gemma":[0.00001707405,0.0001561352,0.02550975,0.0003884662,0.00002557831,0.0001708386,0.8827158,0.00009709187,0.001055199,0.008211832,0.08162901,0.00002325215],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9048819,0.001019263,0.001108295,0.009794771,0.0001014948,0.000103184,0.00001276156,0.00002173581,0.08295662],"genre_scores_gemma":[0.9934278,0.0004774728,0.0007508746,0.0006264018,0.00002650119,0.00004305089,0.000006838685,0.000005633955,0.004635387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07606129,"threshold_uncertainty_score":0.1512371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1121091741425273,"score_gpt":0.3290393859457699,"score_spread":0.2169302118032426,"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."}}