{"id":"W4402483174","doi":"10.18254/s207054760032143-4","title":"The Transnational Nature of Canadian Immigration","year":2024,"lang":"en","type":"article","venue":"Russia and America in the 21st Century","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Political science; Sociology; Economic geography; Gender studies; Geography; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001306077,0.0003429636,0.0003273261,0.002452908,0.02832708,0.00934657,0.000964987,0.0008924876,0.004952174],"category_scores_gemma":[0.002619143,0.0002204102,0.0003015981,0.004825614,0.01242218,0.002420401,0.005766216,0.002282504,0.0002529802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1068195,"about_ca_system_score_gemma":0.1133554,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9906986,"about_ca_topic_score_gemma":0.9944037,"domain_scores_codex":[0.9973974,0.0003407601,0.00005612848,0.0002235109,0.0006502362,0.001331915],"domain_scores_gemma":[0.9984643,0.0001722085,0.0001237646,0.00007177826,0.0006746658,0.0004932329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003325154,0.00001644662,0.01109682,0.000106701,0.00001724751,0.0008603988,0.2178524,0.00032591,0.000309115,0.698829,0.01921596,0.05133678],"study_design_scores_gemma":[0.000008149782,0.00002054075,0.03813059,0.0004231777,0.00004376058,0.0006437811,0.2750525,0.0004934173,0.000226979,0.02267112,0.6621941,0.00009199406],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2447144,0.0133956,0.001479131,0.04343634,0.0008635251,0.00005372819,0.0002369035,0.00005678114,0.6957635],"genre_scores_gemma":[0.9530846,0.007082165,0.0005936583,0.001633644,0.0000732944,0.00001586781,0.00008438659,0.00003085519,0.03740146],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1068195,"threshold_uncertainty_score":0.7750337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004602598828883401,"score_gpt":0.2217876032547396,"score_spread":0.2171850044258562,"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."}}