{"id":"W4388945709","doi":"10.1007/s12134-023-01099-5","title":"Stay a While: the Retention of Immigrants in Rural Canada","year":2023,"lang":"en","type":"article","venue":"Journal of International Migration and Integration / Revue de l integration et de la migration internationale","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Immigration; Destinations; Metropolitan area; Odds; Census; Demographic economics; Geography; Demography; Sociology; Logistic regression; Economics; Medicine; Population; Tourism","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":[0.001017809,0.0003143906,0.0006356485,0.00174401,0.01320308,0.004975152,0.003449625,0.002013108,0.00515723],"category_scores_gemma":[0.005764962,0.0003548209,0.0004883603,0.004119322,0.002680403,0.001449791,0.003294288,0.002937622,0.0005054158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02664517,"about_ca_system_score_gemma":0.07458977,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9839435,"about_ca_topic_score_gemma":0.9941974,"domain_scores_codex":[0.9976358,0.0001992281,0.00009063708,0.0001576409,0.0003589689,0.001557777],"domain_scores_gemma":[0.992751,0.0003240918,0.001107784,0.0001162564,0.002320483,0.003380333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002504478,0.0003263113,0.903138,0.00008418322,0.00005687843,0.0007713066,0.0746887,0.00008455125,0.0002648492,0.0005603191,0.003766196,0.01600814],"study_design_scores_gemma":[0.00001248257,0.0001035698,0.6359902,0.0001514149,0.00003394756,0.0002003176,0.3588413,0.0001705141,0.00006955576,0.0001093906,0.004263689,0.00005366412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965075,0.0003469659,0.00002309275,0.001076548,0.00003703326,0.00002692483,0.0002768651,0.000002857161,0.001702187],"genre_scores_gemma":[0.9957437,0.000418906,0.00004199753,0.0003876631,0.00001270953,0.0000148187,0.000180946,0.00000513173,0.003194105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02664517,"threshold_uncertainty_score":0.1933252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01631073294421445,"score_gpt":0.2984885080123885,"score_spread":0.2821777750681741,"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."}}