{"id":"W4407865720","doi":"10.18806/tesl.v41i2/1409","title":"Using a Book-Club Model to Support Racial Literacy Development among Teachers of Multilingual Learners","year":2024,"lang":"en","type":"article","venue":"TESL Canada Journal","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Club; Literacy; Pedagogy; Mathematics education; Psychology; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000925031,0.00008976446,0.0001391234,0.000151859,0.0004002729,0.0001727289,0.0001698332,0.00004799387,0.00269679],"category_scores_gemma":[0.000162859,0.00008557448,0.0000477445,0.0002196011,0.0000521888,0.0002464742,0.00001922241,0.0002255688,0.000005094446],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008883575,"about_ca_system_score_gemma":0.0177256,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3445825,"about_ca_topic_score_gemma":0.268752,"domain_scores_codex":[0.9985369,0.00008022518,0.0003789429,0.0001215896,0.0005733487,0.00030897],"domain_scores_gemma":[0.9992528,0.00005295955,0.000104252,0.00006429702,0.0001500322,0.0003756744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009724618,0.00002553619,0.002607133,0.00003606156,0.00008017878,0.00006184867,0.904857,0.003147821,0.0003773442,0.0008654446,0.05963701,0.02829494],"study_design_scores_gemma":[0.0001379171,0.00001975248,0.0005774723,0.0002023311,0.00002051903,0.00002547661,0.03228265,0.001571264,0.0002551926,0.00006984895,0.9645914,0.0002461767],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923425,0.001977699,0.0003498023,0.0008722449,0.001023454,0.0001189769,0.000007084108,0.00001822972,0.003289987],"genre_scores_gemma":[0.9887349,0.00000769171,0.002149423,0.003080865,0.0006962265,0.000002465757,0.000001021708,0.00001416772,0.005313233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9049544,"threshold_uncertainty_score":0.9982149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08069574611358547,"score_gpt":0.4147152992174832,"score_spread":0.3340195531038977,"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."}}