{"id":"W4387338993","doi":"10.26522/ssj.v17i3.2632","title":"The Perils and Strains of Teaching Race and Racism to Predominantly White Teacher Candidates","year":2023,"lang":"en","type":"article","venue":"Studies in Social Justice","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University; University of British Columbia","funders":"","keywords":"Racism; Covert; Mainstream; Resistance (ecology); Sociology; Curriculum; Context (archaeology); Race (biology); Pedagogy; White (mutation); Higher education; Gender studies; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008730392,0.0002818446,0.0004156735,0.001509981,0.04109734,0.01183161,0.001290095,0.001602795,0.005269148],"category_scores_gemma":[0.01715347,0.0003919175,0.0002660529,0.001577632,0.02148972,0.00292642,0.01211156,0.004472747,0.0004640135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01690307,"about_ca_system_score_gemma":0.03655558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.383191,"about_ca_topic_score_gemma":0.7343746,"domain_scores_codex":[0.9852259,0.005806939,0.0001821887,0.0007277333,0.004292033,0.003765246],"domain_scores_gemma":[0.9877851,0.003505059,0.001874854,0.0004502332,0.001466433,0.004918316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007495054,0.00007775813,0.02379889,0.00008741423,0.00001481129,0.0009285617,0.8977853,0.00004137078,0.001002895,0.02849887,0.007653593,0.04003555],"study_design_scores_gemma":[0.000004731766,0.0000481292,0.0226087,0.0002090599,0.00001363118,0.0003527407,0.9262394,0.00004312789,0.0002727607,0.002191455,0.04799112,0.00002521368],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9000322,0.0009368805,0.0007775453,0.03758093,0.0004727193,0.00002509677,0.00002669476,0.00002165652,0.06012623],"genre_scores_gemma":[0.9880398,0.0005756875,0.0001929329,0.003471266,0.00009119503,0.00001449873,0.000008541523,0.00002728061,0.007578814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.383191,"threshold_uncertainty_score":0.761921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1310626146119506,"score_gpt":0.4631579958088794,"score_spread":0.3320953811969288,"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."}}