{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001444448,0.001003028,0.001635102,0.002165207,0.0007354188,0.0004972459,0.001020884,0.0008027071,0.002331274],"category_scores_gemma":[0.0002217965,0.001333337,0.0006561171,0.001984423,0.0004412443,0.001728233,0.000385189,0.0005816435,0.001042956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001722873,"about_ca_system_score_gemma":0.001084119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002244809,"about_ca_topic_score_gemma":0.001216452,"domain_scores_codex":[0.9936298,0.0001846381,0.002785821,0.001716828,0.0003107303,0.001372208],"domain_scores_gemma":[0.9952272,0.0003012332,0.001949645,0.001533634,0.0006161366,0.0003721087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00237512,0.00239363,0.5722225,0.002873888,0.002283858,0.00001871956,0.03029647,0.001488824,0.0006217833,0.3340589,0.03861205,0.01275417],"study_design_scores_gemma":[0.008589492,0.001441541,0.1725085,0.001221996,0.00136584,0.00002493638,0.01717823,0.0440385,0.004741262,0.08875751,0.6557024,0.00442982],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8669253,0.016617,0.00455821,0.01021661,0.00553414,0.001783707,0.0007943345,0.0001429603,0.09342773],"genre_scores_gemma":[0.9661641,0.00817197,0.000421112,0.001203226,0.0004029656,0.0000882787,0.0006255977,0.00009645798,0.02282626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6170903,"threshold_uncertainty_score":0.9997348,"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."}}