{"id":"W4386298702","doi":"10.3102/ip.23.2010942","title":"Dismantling Antiblack Racism Pedagogies in New Brunswick's Classrooms and Beyond","year":2023,"lang":"en","type":"article","venue":"","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Racism; Sociology; Mathematics education; Computer science; Gender studies; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001588002,0.0001101986,0.0001294038,0.00005306498,0.0001833386,0.00009146133,0.0001257082,0.00004861114,0.0005983438],"category_scores_gemma":[0.0001798317,0.00004482338,0.00002828959,0.001173166,0.00007629706,0.0001969456,0.0001564766,0.00008253662,0.0007281366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001837556,"about_ca_system_score_gemma":0.00004641083,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00183769,"about_ca_topic_score_gemma":0.02068716,"domain_scores_codex":[0.999117,0.00001826582,0.0001860386,0.0002466012,0.0001596445,0.0002724337],"domain_scores_gemma":[0.9995141,0.000287299,0.00004172488,0.00004335654,0.00005772882,0.00005575821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002207974,0.0001619818,0.6074386,0.00002055522,0.00004527347,0.000004975603,0.003007161,0.0000369485,0.0295329,0.1130015,0.1640896,0.08263835],"study_design_scores_gemma":[0.00008078321,0.00001347859,0.8066265,0.000009927054,0.000003555258,0.000001648539,0.00573951,0.0000120137,0.00004448149,0.004266306,0.1830635,0.0001382377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764109,0.0001518197,0.000006390254,0.01178454,0.0002074537,0.0001109277,0.000006564448,0.000131541,0.01118982],"genre_scores_gemma":[0.9257747,0.0006257921,0.0008067165,0.0005133964,0.0002887432,0.000004461017,0.0001348114,0.000001282082,0.07185013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1991879,"threshold_uncertainty_score":0.9971827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1066158510118333,"score_gpt":0.3202394424774456,"score_spread":0.2136235914656123,"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."}}