{"id":"W4386234258","doi":"10.3102/2010942","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":"","funders":"","keywords":"Racism; Sociology; Mathematics education; Computer science; Gender studies; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001089261,0.00007065672,0.00008513808,0.00003537633,0.0001196042,0.00005758204,0.00008291972,0.00003099478,0.0002709046],"category_scores_gemma":[0.00008688537,0.0000271056,0.00001696679,0.0008917526,0.00004742917,0.0001484034,0.0001051589,0.00005300844,0.0001922712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001080148,"about_ca_system_score_gemma":0.00003067176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00137486,"about_ca_topic_score_gemma":0.00671888,"domain_scores_codex":[0.9993984,0.00001060822,0.0001228105,0.0001710647,0.000105765,0.0001914024],"domain_scores_gemma":[0.9996942,0.00018829,0.00002516629,0.00002292138,0.00003289064,0.00003656845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001194609,0.00008816738,0.5854532,0.00001063974,0.00002420392,0.000008858851,0.001845679,0.00002215256,0.01320314,0.1955266,0.06323175,0.1405736],"study_design_scores_gemma":[0.00006322146,0.00002093023,0.9543978,0.000006280037,0.000001932847,9.448747e-7,0.01067431,0.0000552381,0.00008063782,0.00427345,0.03033391,0.00009136978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974458,0.0001005319,0.000001747894,0.01184549,0.0001399509,0.00007638241,0.000003060296,0.00009644373,0.01327835],"genre_scores_gemma":[0.9775962,0.0003221417,0.0001841203,0.0002780203,0.0001478074,0.000001849077,0.00003425351,4.84024e-7,0.02143518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3689445,"threshold_uncertainty_score":0.3749293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06057391689619821,"score_gpt":0.2902576731266843,"score_spread":0.2296837562304861,"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."}}