{"id":"W4307440246","doi":"10.25071/28169344.11","title":"Dismantling Racism in Schools through Anti-Oppressive Frameworks: The Pivotal Role of Leadership in Achieving Racial Equity","year":2022,"lang":"en","type":"article","venue":"YU-WRITE Journal of Graduate Student Research in Education","topic":"Peace and Human Rights Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Racism; Privilege (computing); Sociology; Equity (law); Critical race theory; Human rights; Power (physics); Identity (music); Public relations; Political science; Pedagogy; Engineering ethics; Law; Gender studies","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0122813,0.0001200424,0.0002973313,0.000905716,0.0008534812,0.0002250496,0.0011063,0.0001032195,0.00006633104],"category_scores_gemma":[0.0009617893,0.00009955555,0.00009824189,0.001481541,0.0003263684,0.0009196242,0.0002852905,0.003366849,0.000003263351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001394986,"about_ca_system_score_gemma":0.002245646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003771638,"about_ca_topic_score_gemma":0.004808532,"domain_scores_codex":[0.9930771,0.002806767,0.0008277898,0.0002323671,0.002346362,0.0007096094],"domain_scores_gemma":[0.9980973,0.0006723146,0.0004877223,0.0002152927,0.0004212112,0.0001061364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001920271,0.003463719,0.2149373,0.00006699393,0.00003448154,0.00002197424,0.7127488,0.001081487,0.0009779519,0.02730774,0.001031225,0.03813626],"study_design_scores_gemma":[0.0003622478,0.0001103009,0.3902948,0.000376507,0.000007454224,0.000003884541,0.5737473,0.00001784683,0.00006752242,0.03353755,0.001377169,0.00009746946],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736935,0.002921386,0.00000746235,0.02025243,0.0008423458,0.0005635223,0.000001849817,0.000003950389,0.001713494],"genre_scores_gemma":[0.9971616,0.001656288,0.00008364098,0.0001000133,0.0007795701,0.00006656863,0.000004529953,0.00001170614,0.0001360962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1753574,"threshold_uncertainty_score":0.9989324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4275025198721636,"score_gpt":0.5305923029077947,"score_spread":0.103089783035631,"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."}}