{"id":"W2785248261","doi":"","title":"Social justice and equity : exploring the perspectives of senior administrators on whiteness and racism in postsecondary education","year":2015,"lang":"en","type":"dissertation","venue":"Knowledge Commons (Lakehead University)","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Brock University; Lakehead University; University of Windsor","keywords":"Social justice; Racism; Equity (law); Postsecondary education; Sociology; Economic Justice; Pedagogy; Higher education; Political science; Medical education; Gender studies; Criminology; Medicine; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005104201,0.0001625679,0.0002684918,0.0004779143,0.0006795436,0.00006327189,0.0002605895,0.0001876552,0.00001457501],"category_scores_gemma":[0.0001487644,0.0001635558,0.0000492592,0.0006504777,0.0002693072,0.0002486493,0.00005791103,0.0003003313,0.000003693279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003291879,"about_ca_system_score_gemma":0.002654182,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00115385,"about_ca_topic_score_gemma":0.2780493,"domain_scores_codex":[0.9987047,0.0004860224,0.0001809696,0.0002552636,0.0001832287,0.0001898476],"domain_scores_gemma":[0.9988258,0.0002776594,0.0001965445,0.0001466594,0.0004258999,0.0001274546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009822147,0.000272031,0.004639909,0.0003235963,0.00003009665,0.000001943719,0.8018585,1.512612e-7,0.00002233604,0.1703728,0.002204237,0.02017615],"study_design_scores_gemma":[0.0002414903,0.0000459301,0.09362257,0.0002250723,0.0001263604,8.073854e-7,0.8125718,3.336979e-7,0.00001732377,0.0004689048,0.0924885,0.0001908683],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7648256,0.0007981674,2.083974e-7,0.0007120132,0.0006846549,0.00023342,0.00002077095,0.00001421876,0.2327109],"genre_scores_gemma":[0.9874437,0.00003684602,0.000001745359,0.00000340684,0.0003638358,0.000006553037,0.0000345229,0.00001198789,0.01209734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2768955,"threshold_uncertainty_score":0.7351244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08749869783423948,"score_gpt":0.3883740241834998,"score_spread":0.3008753263492603,"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."}}