{"id":"W4417180391","doi":"10.1111/glob.70042","title":"Refugee Integration Goes Transnational: Afghans and Ukrainians Prepare for Integration in Canada Before and After Arrival","year":2025,"lang":"en","type":"article","venue":"Global Networks","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Refugee; Immigration; Socioeconomic status; Social integration; Digital divide; Economic integration; Social capital","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":[0.001420204,0.0003539802,0.000510319,0.001010127,0.01813204,0.007357233,0.0009970507,0.0009071905,0.004898186],"category_scores_gemma":[0.003058896,0.0002499822,0.0003691725,0.001963808,0.005960885,0.002433642,0.007293858,0.002581417,0.0003368526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03239892,"about_ca_system_score_gemma":0.05846487,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9472548,"about_ca_topic_score_gemma":0.9769657,"domain_scores_codex":[0.9981021,0.0003050053,0.00003638342,0.0001067862,0.0001737339,0.001275981],"domain_scores_gemma":[0.998255,0.0001690003,0.0001640597,0.00004698453,0.000475674,0.0008892538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001711835,0.000108837,0.1107702,0.0001024042,0.00002633247,0.001603253,0.8587772,0.0001163293,0.0007489433,0.004302742,0.003898567,0.01937403],"study_design_scores_gemma":[0.000002048916,0.0000103073,0.02129486,0.00005642618,0.00000435636,0.00003715988,0.9733686,0.00002271516,0.00005423266,0.00009855825,0.005036792,0.00001395328],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878389,0.0003923374,0.00009251115,0.002160922,0.00004830732,0.00003266403,0.0001037526,0.000005593509,0.009325025],"genre_scores_gemma":[0.9956797,0.0004025816,0.0001045401,0.0003885023,0.000004303992,0.00001522036,0.00008430806,0.000007108207,0.00331377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05274522,"threshold_uncertainty_score":0.2350717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006969785021630435,"score_gpt":0.2764362019142734,"score_spread":0.2694664168926429,"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."}}