{"id":"W7132934179","doi":"","title":"Language, Culture, and Identity: Affirming Asian Canadian Identities in Mandarin Bilingual Classrooms","year":2025,"lang":"","type":"dissertation","venue":"TSpace","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vector Institute","funders":"","keywords":"Model minority; Mandarin Chinese; Pride; Racism; Stereotype (UML); Ethnic group; Chinese americans; Mythology; Stereotype threat; Minority language","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003698417,0.0006557098,0.0005790121,0.001382444,0.0330085,0.005225844,0.002325482,0.001289253,0.004194712],"category_scores_gemma":[0.003056134,0.0004600434,0.0003751806,0.00179926,0.01155131,0.001507722,0.00576161,0.002571873,0.0003050137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04787012,"about_ca_system_score_gemma":0.07015621,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8941762,"about_ca_topic_score_gemma":0.9670185,"domain_scores_codex":[0.9961712,0.001229482,0.00006331679,0.0003069705,0.0006208838,0.001608288],"domain_scores_gemma":[0.9968643,0.0006540391,0.0002143204,0.00007977567,0.0005950317,0.001592496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000451999,0.00004987985,0.008189814,0.0000497309,0.000003429325,0.0008207254,0.9832748,0.00002068844,0.0009038007,0.001460522,0.0009119214,0.004269574],"study_design_scores_gemma":[0.000001847333,0.00001625482,0.002466785,0.0000437974,0.000003780135,0.00007852558,0.9894978,0.00002086449,0.0001101618,0.00006582561,0.007683536,0.00001071024],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843897,0.0003621175,0.0001947239,0.001553633,0.00005651569,0.00005823267,0.00005466708,0.000008453944,0.01332181],"genre_scores_gemma":[0.9921794,0.0003024462,0.0003115022,0.0006775689,0.000008346564,0.0000332482,0.00003729418,0.00001550742,0.006434664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1058238,"threshold_uncertainty_score":0.3473237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03383502177540561,"score_gpt":0.4818978819352291,"score_spread":0.4480628601598235,"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."}}