{"id":"W4415959727","doi":"10.1002/dvr2.70044","title":"Engaging Critical Equity, Diversity, and Inclusion: Insights From Art, Activism, and Scholarship","year":2025,"lang":"en","type":"article","venue":"Diversity & Inclusion Research","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Scholarship; Racism; Police brutality; Mainstream; Grassroots; Inclusion (mineral); Audit; Institutional racism; White (mutation)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0187999,0.001002324,0.0009212875,0.005477601,0.02848544,0.02829654,0.0030934,0.008302588,0.00517872],"category_scores_gemma":[0.01414208,0.000542414,0.0005836541,0.003981438,0.1372792,0.0192043,0.01606908,0.01130269,0.0006669638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01413931,"about_ca_system_score_gemma":0.01063402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00519022,"about_ca_topic_score_gemma":0.007517643,"domain_scores_codex":[0.983909,0.01148458,0.0002882826,0.0009867847,0.001636729,0.00169469],"domain_scores_gemma":[0.9785822,0.01778369,0.0008506877,0.000849447,0.0007181324,0.001215926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001713232,0.00006624756,0.000345897,0.0002161167,0.000004813708,0.0002834985,0.3688091,0.00008017944,0.0001153569,0.610391,0.005335314,0.01433544],"study_design_scores_gemma":[0.00002472081,0.00003812809,0.0006665936,0.002369271,0.000009802866,0.0004169402,0.3275399,0.0002818641,0.0002866493,0.3899477,0.2783903,0.00002828662],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09062749,0.06289707,0.0134031,0.1421525,0.002177016,0.0001473947,0.00005449949,0.0000761651,0.6884647],"genre_scores_gemma":[0.9479907,0.0154336,0.002801565,0.01253777,0.00122805,0.000236411,0.00003752131,0.0001478548,0.01958649],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02848544,"threshold_uncertainty_score":0.1025884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3014149088130928,"score_gpt":0.4551399728857501,"score_spread":0.1537250640726573,"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."}}