{"id":"W4416886738","doi":"10.34079/2518-1394-2025-15-29-5-25","title":"COUNTRIES OF PERMANENT IMMIGRATION AS A MODERN MIGRATION PHENOMENON","year":2025,"lang":"","type":"article","venue":"Vìsnik Marìupolʹsʹkogo deržavnogo unìversitetu Serìâ Ekonomìka","topic":"Labor Market and Education","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Phenomenon; Human migration; Government (linguistics); Immigration policy; Globalization; Competition (biology); Human resources; State (computer science)","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":[0.0007581266,0.0001707843,0.000159269,0.001242324,0.003514278,0.003293936,0.0002883416,0.0006225146,0.002937278],"category_scores_gemma":[0.0009894402,0.00009686966,0.0002935863,0.00194572,0.005715619,0.00206631,0.004357367,0.00110172,0.0001628154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001382338,"about_ca_system_score_gemma":0.0009657969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002474435,"about_ca_topic_score_gemma":0.002503467,"domain_scores_codex":[0.999324,0.0002928793,0.00003490187,0.0000698306,0.00008351303,0.0001948914],"domain_scores_gemma":[0.9994637,0.000126786,0.0002032069,0.0000687875,0.00005083206,0.00008655527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00005359512,0.0000511902,0.02819021,0.0002321565,0.00001778352,0.002247833,0.06030358,0.0005076475,0.0006241723,0.8491575,0.006750094,0.05186426],"study_design_scores_gemma":[0.00002612975,0.0002052575,0.1193864,0.001114138,0.00004753871,0.006857773,0.1432032,0.0008454933,0.0004751593,0.1076204,0.6201187,0.00009967054],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7505292,0.006535539,0.003872094,0.006473798,0.0005710127,0.00005256364,0.0001259448,0.0000564146,0.2317835],"genre_scores_gemma":[0.9916118,0.002295245,0.001245608,0.0003730642,0.0001536769,0.00002762027,0.00005433604,0.000008912868,0.004229662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003514278,"threshold_uncertainty_score":0.01002961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00845876230441853,"score_gpt":0.2105201719634565,"score_spread":0.202061409659038,"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."}}