{"id":"W4367048711","doi":"10.1007/s11113-023-09784-0","title":"Differences in Skill Requirements Between Jobs Held by Immigrant and Native Women Across Five European Destinations","year":2023,"lang":"en","type":"article","venue":"Population Research and Policy Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Universidad de Alcalá","keywords":"Immigration; Destinations; Earnings; Wage; European union; Demographic economics; Distribution (mathematics); Recession; Proxy (statistics); Labour economics; Net migration rate; Economics; Business; Geography; Population; Demography; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00186536,0.0001728888,0.0004442897,0.00174674,0.0002062637,0.0006020674,0.0003896236,0.0003134458,0.001894305],"category_scores_gemma":[0.003119176,0.0001144686,0.0005939682,0.002057595,0.000199577,0.0003219315,0.0006208778,0.0002713607,0.0002120571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004131936,"about_ca_system_score_gemma":0.000847458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02516875,"about_ca_topic_score_gemma":0.04065342,"domain_scores_codex":[0.999481,0.0001718272,0.00007875675,0.00009340971,0.0000841177,0.00009086535],"domain_scores_gemma":[0.9986401,0.0004428652,0.0004913017,0.00003262207,0.0002667442,0.0001262433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007226867,0.0001978019,0.8600993,0.00594775,0.001892776,0.0003558015,0.004097803,0.0005512123,0.0007062932,0.0011896,0.002437117,0.121802],"study_design_scores_gemma":[0.0000209038,0.0001145352,0.9904952,0.001119549,0.000222134,0.000110767,0.00349805,0.00008715591,0.00007302721,0.0001556771,0.004093839,0.000009160977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9478149,0.04652471,0.0002222632,0.0004660894,0.00004906724,0.00002851923,0.001470336,0.000004436554,0.003419844],"genre_scores_gemma":[0.9716552,0.02546834,0.000236229,0.0001911848,0.00003118702,0.0000449694,0.00168056,0.000002367818,0.0006899593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02516875,"threshold_uncertainty_score":0.05004448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3231814078600735,"score_gpt":0.5809837743445682,"score_spread":0.2578023664844947,"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."}}