{"id":"W4399878057","doi":"10.55016/ojs/ajer.v50i4.55070","title":"Multicultural Education in Canadian Preservice Programs: Teacher Candidates' Perspectives","year":2004,"lang":"en","type":"article","venue":"Alberta Journal of Educational Research","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multicultural education; Multiculturalism; Teacher education; Pedagogy; Psychology; Mathematics education; Educational research; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000549691,0.0001049893,0.0001276862,0.000217252,0.0003062694,0.0001104838,0.0004369059,0.00006326895,0.00384919],"category_scores_gemma":[0.003581348,0.00004898976,0.00005506855,0.001264962,0.0001745172,0.0004573217,0.00004392799,0.000367266,0.000212304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001150725,"about_ca_system_score_gemma":0.003340061,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6491595,"about_ca_topic_score_gemma":0.8893846,"domain_scores_codex":[0.9984585,0.0001155193,0.000331087,0.0001911292,0.0004736971,0.0004300403],"domain_scores_gemma":[0.9961725,0.001489802,0.0001160936,0.00005773297,0.001895168,0.0002686687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001273406,0.005576406,0.8215987,0.00003121534,0.0001454187,0.000001859048,0.02504469,0.0001074081,0.004881343,0.1053645,0.03029058,0.00683051],"study_design_scores_gemma":[0.0002504679,0.0001852612,0.8671412,0.0001416761,0.000009055594,0.0000444477,0.05961159,0.000004146681,0.00007008573,0.002510419,0.06986535,0.0001663323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9065619,0.0007687096,1.041837e-8,0.06470504,0.0002200894,0.0002278763,0.000004055677,6.039045e-7,0.02751179],"genre_scores_gemma":[0.9850057,0.00006338223,0.0001741368,0.0001080052,0.0007055547,0.00004417564,0.00006123466,0.000001487442,0.01383636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2402251,"threshold_uncertainty_score":0.9970614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06317692164067819,"score_gpt":0.3693173754747391,"score_spread":0.306140453834061,"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."}}