{"id":"W4416087984","doi":"10.33137/taj.v2i1.46166","title":"Caste and Culture in Canadian Multiculturalism: Dismantling Perceived Homogeneity of Tamil Identity","year":2025,"lang":"","type":"article","venue":"Tamil Academic Journal","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiculturalism; Caste; Tamil; Cultural identity; Immigration; Legislation; Oppression; Refugee","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":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003278636,0.0003647119,0.0006219337,0.0007499711,0.001335833,0.0003316341,0.0009052975,0.0008158777,0.0001758649],"category_scores_gemma":[0.0009505486,0.0003594874,0.0002229937,0.001635164,0.0008641521,0.002550282,0.00009723494,0.002311008,0.000009934445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001560252,"about_ca_system_score_gemma":0.002514207,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5500523,"about_ca_topic_score_gemma":0.9360276,"domain_scores_codex":[0.9954292,0.000677855,0.001393851,0.0004968853,0.001041509,0.0009607316],"domain_scores_gemma":[0.9975883,0.0001547753,0.0005680969,0.0001599123,0.0007988554,0.0007300645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005905432,0.0001548593,0.7249574,0.0002594971,0.0002890939,0.00006794416,0.2344821,0.0006815527,0.009243476,0.02472341,0.002754951,0.002326678],"study_design_scores_gemma":[0.001140711,0.00002475841,0.9501244,0.0006840107,0.0002189947,0.00004386408,0.03318702,0.0007906288,0.0001416619,0.008701028,0.004539345,0.0004035447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844267,0.007050574,0.0000823818,0.005192893,0.001268109,0.0004234655,0.0001394834,0.00001352252,0.001402857],"genre_scores_gemma":[0.9758002,0.02126148,0.0001733709,0.000403264,0.0003500431,0.00000532209,0.00001561045,0.0000141071,0.001976571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3859752,"threshold_uncertainty_score":0.9999907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02215475189792462,"score_gpt":0.3405148753459259,"score_spread":0.3183601234480014,"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."}}