{"id":"W240940002","doi":"","title":"Language Effects on Ethnic Identity in Canada","year":2005,"lang":"en","type":"article","venue":"Canadian ethnic studies","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Sociology; First language; Humanities; French; Ethnology; Identity (music); Linguistics; Anthropology; Art; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.0004406808,0.0001109043,0.0002222513,0.000562896,0.000424523,0.00002344535,0.0002805617,0.00007504044,0.0003427438],"category_scores_gemma":[0.0007241245,0.0001481575,0.00004844044,0.0008212422,0.0002647757,0.0002041124,0.00002023888,0.0002676738,0.0002033264],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02125227,"about_ca_system_score_gemma":0.009404736,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9999875,"about_ca_topic_score_gemma":1,"domain_scores_codex":[0.9984648,0.0001626469,0.0001653584,0.0002355827,0.0003342351,0.0006373552],"domain_scores_gemma":[0.998953,0.0002620311,0.00004117227,0.0001928755,0.00004911315,0.0005018167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000003400803,0.000007918923,0.0003643634,0.00004072984,0.00005002045,0.0003728875,0.06258609,0.00002946341,0.000007130532,0.005853455,0.1104124,0.8202722],"study_design_scores_gemma":[0.0004097272,0.00002173631,0.5729806,0.0001393495,0.0000268927,0.00000126289,0.04895517,0.00000375008,0.00001928001,0.0003075314,0.3766955,0.0004392104],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5564964,0.3469446,4.979199e-7,0.01331523,0.002503332,0.0005208924,0.00006847916,0.00005231151,0.08009821],"genre_scores_gemma":[0.9625154,0.01375651,0.00001461908,0.007986206,0.0007798154,0.00004986659,0.000003680599,0.00002043182,0.01487349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.819833,"threshold_uncertainty_score":0.996211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05375765957232242,"score_gpt":0.3503210235032681,"score_spread":0.2965633639309457,"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."}}