{"id":"W4413207188","doi":"10.1080/01488376.2025.2545306","title":"A Narrative Inquiry-Informed Exploration of Practices Meant to Enhance Diversity Literacy: Challenges and Recommendations for Social Work","year":2025,"lang":"en","type":"article","venue":"Journal of Social Service Research","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diversity (politics); Social work; Narrative; Literacy; Work (physics); Psychology; Sociology; Pedagogy; Social justice; Engineering ethics; Public relations; Medical education; Political science; Medicine; Social science; Engineering","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":[0.1053589,0.001809648,0.00256423,0.005860233,0.02015733,0.03161287,0.007011703,0.00758694,0.007454082],"category_scores_gemma":[0.06668436,0.001439739,0.001913216,0.005675212,0.03300821,0.04564369,0.02279548,0.01028575,0.001407378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01194354,"about_ca_system_score_gemma":0.05181925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008662307,"about_ca_topic_score_gemma":0.02300566,"domain_scores_codex":[0.918012,0.07227233,0.002243031,0.001606761,0.002990324,0.002875577],"domain_scores_gemma":[0.857594,0.1112866,0.00453214,0.006846091,0.009117628,0.01062353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005195983,0.0003999958,0.003328958,0.003265096,0.00004399272,0.001292387,0.7731664,0.0002798461,0.0006175519,0.09157716,0.0155653,0.1104114],"study_design_scores_gemma":[0.0000284214,0.00006981707,0.0005805882,0.005230566,0.00001901897,0.0003808612,0.8750988,0.0002782485,0.000209538,0.04360947,0.07444812,0.00004647507],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1041298,0.04649084,0.1244384,0.6122739,0.00438413,0.007093318,0.0005061489,0.0005463911,0.1001371],"genre_scores_gemma":[0.6118047,0.05616449,0.2777038,0.02463076,0.0008923229,0.01220581,0.0004532914,0.0002866813,0.01585811],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1053589,"threshold_uncertainty_score":0.5571976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4061935808025707,"score_gpt":0.5861620884991187,"score_spread":0.1799685076965479,"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."}}