{"id":"W4281781233","doi":"10.26529/cepsj.965","title":"The Policy Efforts to Address Racism and Discrimination in Higher Education Institutions: The Case of Canada","year":2022,"lang":"en","type":"article","venue":"Center for Educational Policy Studies Journal","topic":"Academic Freedom and Politics","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Racism; Legislation; Equity (law); Inclusion (mineral); Political science; Higher education; Government (linguistics); Public relations; Ethnic group; Institutional racism; Sociology; Public administration; Law; Gender studies","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":[0.005279854,0.0002756991,0.0003410451,0.001982431,0.04403219,0.01003439,0.00217165,0.003374987,0.003022376],"category_scores_gemma":[0.01106198,0.0003056096,0.0005183496,0.004334514,0.01050771,0.001988503,0.0051684,0.004117194,0.0001604323],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.221187,"about_ca_system_score_gemma":0.3889061,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9945202,"about_ca_topic_score_gemma":0.996503,"domain_scores_codex":[0.9894941,0.001692678,0.0001835317,0.0003814141,0.002093354,0.006154775],"domain_scores_gemma":[0.9867583,0.003010037,0.0007910437,0.000315476,0.004038575,0.005086502],"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":[0.0001728475,0.0002446679,0.09705169,0.0008242797,0.0001039874,0.006605658,0.1735347,0.003458524,0.001780413,0.5612934,0.04683278,0.108097],"study_design_scores_gemma":[0.00006295008,0.00009492307,0.1084002,0.001254834,0.0001411747,0.001088838,0.3317392,0.002306683,0.001407734,0.01939857,0.5338584,0.0002466432],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6724918,0.009483784,0.001879217,0.1285708,0.0004580074,0.000176079,0.0002063299,0.00007192914,0.1866621],"genre_scores_gemma":[0.9769313,0.00228632,0.0006825397,0.005377796,0.00003016226,0.00001867753,0.000028519,0.00001409885,0.01463057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.778813,"threshold_uncertainty_score":0.9033127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08201619487998332,"score_gpt":0.4269963376468864,"score_spread":0.344980142766903,"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."}}