{"id":"W2048408640","doi":"10.1080/1369183x.2013.765654","title":"Does Transnationalism Trump Immigrant Integration? Evidence from Canada's Links with East Asia","year":2013,"lang":"en","type":"article","venue":"Journal of Ethnic and Migration Studies","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Transnationalism; Immigration; Ethnography; Gender studies; Odds; Sociology; Identity (music); Economic integration; Migration studies; Economic geography; Political science; Geography; Politics; Anthropology; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004620512,0.0001159754,0.000236103,0.00006782803,0.0003180013,0.000081235,0.0001080461,0.00008361297,0.0001600055],"category_scores_gemma":[0.0003128949,0.00006017766,0.00004669386,0.0001947758,0.0001944708,0.0006086737,0.000007999006,0.0002512258,0.000001426717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001171159,"about_ca_system_score_gemma":0.0005452425,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2682226,"about_ca_topic_score_gemma":0.9855654,"domain_scores_codex":[0.9986147,0.0001686679,0.0004069101,0.0001214467,0.0005564927,0.0001318357],"domain_scores_gemma":[0.99809,0.0003819682,0.0003340282,0.00006515485,0.001018933,0.000109909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002633499,0.0001652234,0.02721593,0.00005930696,0.001120473,0.00002751217,0.8261896,0.0003520896,0.004876269,0.02120554,0.05070205,0.06782272],"study_design_scores_gemma":[0.001213903,0.0003107568,0.3184129,0.0007277458,0.0002996962,0.00001153237,0.6435745,0.0009243974,0.0005885384,0.004380743,0.02902903,0.0005262513],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9098787,0.006287403,0.001895038,0.08122462,0.0003715885,0.0001944971,0.00001551239,0.00001075678,0.0001218293],"genre_scores_gemma":[0.9874092,0.009612002,0.0009032755,0.0005693573,0.0002550122,0.00001164823,0.000004108939,0.000005372677,0.001230035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7173428,"threshold_uncertainty_score":0.7366503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03809737598134753,"score_gpt":0.3194408722287418,"score_spread":0.2813434962473943,"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."}}