{"id":"W7132926651","doi":"","title":"Racialized Faculty and Administrators in Ontario Colleges: A Case Study of Three Ontario Colleges","year":2024,"lang":"","type":"dissertation","venue":"TSpace","topic":"Critical Race Theory in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Critical race theory; Racism; Higher education; Operationalization; Equity (law); Diversification (marketing strategy); Race (biology); Affirmative action; Ethnic studies; Conceptual framework","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":[0.004256541,0.0005166489,0.0005495313,0.002220877,0.04599395,0.004031267,0.00250106,0.002309347,0.002875874],"category_scores_gemma":[0.008468875,0.0007591021,0.0004560007,0.004721707,0.01035988,0.001369318,0.005108516,0.002561875,0.0002577446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1063981,"about_ca_system_score_gemma":0.09730086,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9327721,"about_ca_topic_score_gemma":0.986992,"domain_scores_codex":[0.9909292,0.002281684,0.0002257719,0.0004340355,0.002360945,0.003768413],"domain_scores_gemma":[0.9882318,0.002617467,0.001919138,0.0004090942,0.00244445,0.004377882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008360194,0.0001993301,0.08389464,0.0001214065,0.00002045983,0.0151205,0.8821179,0.0001909691,0.0008675044,0.00314923,0.003391723,0.01084276],"study_design_scores_gemma":[0.000008305191,0.00007047929,0.04412702,0.0001060894,0.00001357006,0.000981693,0.9383937,0.0001891005,0.0002223092,0.0002001969,0.0156633,0.00002424115],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916428,0.0003285396,0.0002292789,0.00227983,0.00002845499,0.0001450201,0.00005105688,0.000004707491,0.005290289],"genre_scores_gemma":[0.9939337,0.0006457729,0.0004695608,0.000675178,0.0000169945,0.00006407893,0.0000332518,0.000008880902,0.004152533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1063981,"threshold_uncertainty_score":0.7719761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06500506708503957,"score_gpt":0.4466197276032807,"score_spread":0.3816146605182412,"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."}}