{"id":"W4408852971","doi":"10.11616/asbi.1586034","title":"Migration Policies and Labour Market Outcomes: Insights from Developed Countries","year":2025,"lang":"en","type":"article","venue":"Abant Sosyal Bilimler Dergisi","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Labour economics; Economics; Economic geography; Business","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":[0.0009933846,0.0002456797,0.0003819979,0.002200455,0.0009957952,0.002303403,0.0003216257,0.00044295,0.002288564],"category_scores_gemma":[0.001797798,0.0001432256,0.0005066668,0.004500206,0.000990733,0.001119096,0.002113631,0.0008911475,0.0002321984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001056723,"about_ca_system_score_gemma":0.0008958448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0248287,"about_ca_topic_score_gemma":0.03566675,"domain_scores_codex":[0.999595,0.0001523761,0.00002881497,0.0000402825,0.00003418477,0.0001493629],"domain_scores_gemma":[0.9988198,0.0003279269,0.0004679179,0.00006125106,0.0001326426,0.0001905053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003984009,0.0004906869,0.9074199,0.0004118837,0.0003104645,0.001591843,0.0136267,0.004571324,0.0003125981,0.02849214,0.002329829,0.04004412],"study_design_scores_gemma":[0.00002167556,0.0001846015,0.971069,0.0003028648,0.00008360326,0.000161698,0.01686492,0.0009101913,0.0001215452,0.003325519,0.006931073,0.00002334424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808558,0.003919531,0.0001821694,0.0008817991,0.00001636723,0.00002032579,0.0005941305,0.000004109967,0.01352577],"genre_scores_gemma":[0.9959369,0.002717554,0.0001072977,0.0001298637,0.00002002654,0.00001244912,0.0003641654,0.000002810161,0.0007088524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0248287,"threshold_uncertainty_score":0.04936838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01159724845323558,"score_gpt":0.2871724338932836,"score_spread":0.2755751854400481,"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."}}