{"id":"W2605278298","doi":"10.1177/1746197917699219","title":"‘Don’t Even Think About Bringing That to School’: New Brunswick students’ understandings of ethnic diversity","year":2017,"lang":"en","type":"article","venue":"Education Citizenship and Social Justice","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of New Brunswick","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Diversity (politics); Ethnic group; Citizenship; Cultural diversity; Focus group; Immigration; Accommodation; Gender studies; Politics; Sociology; Pedagogy; Political science; Social science; Psychology; Law; Anthropology","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008900667,0.000114846,0.0002107692,0.0000936274,0.004955984,0.0002368172,0.0005724191,0.0001498397,0.0001962883],"category_scores_gemma":[0.001077253,0.0001373448,0.00006815731,0.0001243776,0.0004027198,0.0001747288,0.0001987929,0.0002281411,0.00002157987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004103813,"about_ca_system_score_gemma":0.00198515,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02536355,"about_ca_topic_score_gemma":0.004750215,"domain_scores_codex":[0.9986032,0.0001346484,0.0001624666,0.0002622606,0.0005193574,0.0003180154],"domain_scores_gemma":[0.9988284,0.0002300799,0.0002267346,0.0001874215,0.0001320537,0.0003953491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00003446053,0.00009572152,0.1722092,0.0001109669,0.00004949308,8.204477e-7,0.6143358,3.872387e-7,0.00001453205,0.1154645,0.09233338,0.005350735],"study_design_scores_gemma":[0.0002961205,0.0000287073,0.6237561,0.00007409162,0.000203713,3.633574e-7,0.353779,3.505403e-7,0.000004296537,0.0101268,0.01150974,0.0002207556],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9028552,0.0005974846,0.0002513819,0.01940844,0.003959621,0.0002450732,0.000004799421,0.00006894555,0.0726091],"genre_scores_gemma":[0.9810754,0.0001554125,0.0002263682,0.001030914,0.0020229,0.000001676211,0.000002783919,0.00001117866,0.01547338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4515469,"threshold_uncertainty_score":0.9963394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1967592260907638,"score_gpt":0.4283352684788808,"score_spread":0.2315760423881169,"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."}}