{"id":"W4414066911","doi":"10.1080/17447143.2025.2552791","title":"Dialogues about multicultural Canada: public education and engagement","year":2025,"lang":"en","type":"article","venue":"Journal of Multicultural Discourses","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Multiculturalism; Multicultural education; Public education; Public engagement; Cultural diversity; Cultural pluralism","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01292852,0.0005643398,0.0006735284,0.002121375,0.06639369,0.01625077,0.002581075,0.005306021,0.009587875],"category_scores_gemma":[0.01862837,0.0004560482,0.0005132718,0.003616735,0.02902221,0.005692351,0.0174924,0.0113564,0.0004482861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1102347,"about_ca_system_score_gemma":0.1725422,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9232095,"about_ca_topic_score_gemma":0.9435344,"domain_scores_codex":[0.9864581,0.006127274,0.0002013845,0.000767553,0.00215085,0.004294848],"domain_scores_gemma":[0.9809448,0.008715009,0.0008651148,0.0006205487,0.002385226,0.006469423],"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":[0.00003429221,0.00007279439,0.004128024,0.0000884322,0.00001323686,0.000898234,0.8790284,0.0002648917,0.0003780493,0.07647903,0.01296054,0.02565415],"study_design_scores_gemma":[0.000008475611,0.00001809455,0.003438976,0.0001989223,0.00001035715,0.0001454843,0.7641202,0.0002717951,0.0002270205,0.01049295,0.221015,0.00005282003],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.3985481,0.004809069,0.004984787,0.202103,0.0009443657,0.0001937806,0.0002160274,0.0001913815,0.3880095],"genre_scores_gemma":[0.9795466,0.0006962575,0.0005685983,0.004012251,0.00005656764,0.00003014858,0.00003694399,0.00004221189,0.01501044],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1102347,"threshold_uncertainty_score":0.7998123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03423108377548841,"score_gpt":0.3553435115312938,"score_spread":0.3211124277558054,"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."}}