{"id":"W4387935353","doi":"10.3138/topia-2023-0013","title":"White Obstructions; Barriers to the Implementation of Black Studies","year":2023,"lang":"en","type":"article","venue":"TOPIA Canadian Journal of Cultural Studies","topic":"Critical Race Theory in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Bureaucracy; Denial; Deliberation; Politics; White (mutation); Diversity (politics); Inclusion (mineral); Equity (law); Sociology; Public administration; Political science; Gender studies; Citizen journalism; Criminology; Public relations; Law; Psychology; Psychoanalysis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008513122,0.00006775111,0.0001705286,0.000115604,0.0008232732,0.00003941646,0.0001945147,0.00002040311,0.0001853462],"category_scores_gemma":[0.002697423,0.00004374218,0.00006732163,0.00057048,0.000605175,0.0001885175,0.00001658957,0.00008536601,0.00002297511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000340102,"about_ca_system_score_gemma":0.0005746279,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005798686,"about_ca_topic_score_gemma":0.5054906,"domain_scores_codex":[0.9989848,0.0001581828,0.0002957529,0.0000656172,0.000245573,0.0002501183],"domain_scores_gemma":[0.998381,0.0001907955,0.0001221162,0.00006642994,0.000921166,0.000318453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000004747978,0.000001421672,0.008559354,0.00001504714,0.0002162361,0.000004054036,0.8840178,0.0001625535,0.00002522181,0.04518399,0.0577842,0.004025406],"study_design_scores_gemma":[0.00006363034,0.00003802726,0.01972272,0.00002904247,0.00004221738,0.000001939506,0.9182084,2.151559e-7,0.00005275441,0.007027464,0.05476157,0.00005200223],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8963006,0.0008094773,0.00000113869,0.1007815,0.001370424,0.0001326998,0.00001129506,0.000007071376,0.000585799],"genre_scores_gemma":[0.9973409,0.0005743624,0.00006259752,0.0002548975,0.0004763711,0.000005940663,6.589087e-7,0.000003505178,0.001280768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4996919,"threshold_uncertainty_score":0.8765918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06351643396255119,"score_gpt":0.4435533464660261,"score_spread":0.3800369125034749,"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."}}