{"id":"W4409974892","doi":"10.58970/ijsb.2591","title":"Beyond Multiculturalism: Identity and Discrimination Challenges of Chinese Canadian Communities","year":2025,"lang":"en","type":"article","venue":"International Journal of Science and Business","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiculturalism; Identity (music); Sociology; Gender studies; Political science; Aesthetics; Art; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007339026,0.00003333293,0.00007796234,0.0009797449,0.000527382,0.0003471573,0.0003548104,0.00002347664,0.00001732112],"category_scores_gemma":[0.0003906401,0.00003078153,0.00001455286,0.0003689767,0.002204051,0.001495046,0.0000403931,0.00005568367,2.665117e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003067976,"about_ca_system_score_gemma":0.001194941,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7480373,"about_ca_topic_score_gemma":0.9832779,"domain_scores_codex":[0.9992714,0.00002312632,0.0001397518,0.00004549823,0.0004409996,0.00007921553],"domain_scores_gemma":[0.9977643,0.00003942645,0.0001057051,0.00003328542,0.001976154,0.00008111531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00004360317,0.0001199832,0.03866199,0.0001315252,0.0000927787,0.00004294102,0.2682104,0.00002349563,0.001580149,0.5879397,0.001408682,0.1017448],"study_design_scores_gemma":[0.0002801302,0.00001074585,0.9136479,0.0001959861,0.00001635906,0.00001979914,0.04513361,0.00003045115,0.00001144075,0.01354162,0.0270323,0.00007962758],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722798,0.001828079,0.00001136754,0.01453953,0.001096371,0.00003000974,0.000008073869,0.000001696572,0.01020502],"genre_scores_gemma":[0.9952621,0.004268517,0.00005207946,0.0001540118,0.00007270149,3.468002e-7,4.965299e-7,8.161139e-7,0.0001889678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8749859,"threshold_uncertainty_score":0.8120916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02347820054620702,"score_gpt":0.3068327928189541,"score_spread":0.2833545922727471,"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."}}