{"id":"W2046330977","doi":"10.1177/0958928711418852","title":"The effect of integration and social democratic welfare states on immigrants’ educational attainment: a multilevel estimate","year":2011,"lang":"en","type":"article","venue":"Journal of European Social Policy","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Welfare state; Argument (complex analysis); Welfare; Democracy; Multilevel model; Educational attainment; Demographic economics; Inequality; European Social Survey; Social integration; Sociology; Social stratification; Politics; Economics; Political science; Development economics; Economic growth; Social science; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001679756,0.0001367923,0.0002131784,0.0001328394,0.001393824,0.00008662399,0.0002181699,0.00005318448,0.00004017208],"category_scores_gemma":[0.0007563934,0.00008632463,0.0001444666,0.0001572934,0.0003802699,0.0002635466,0.00001837491,0.0001976532,0.000007999104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001334817,"about_ca_system_score_gemma":0.000174613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001024561,"about_ca_topic_score_gemma":0.0007593278,"domain_scores_codex":[0.9976836,0.001094782,0.0005065184,0.00009808646,0.0004164613,0.0002004902],"domain_scores_gemma":[0.9987167,0.0002005677,0.0006751018,0.00005618373,0.0002827762,0.00006869787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0007826676,0.0002599269,0.003269274,0.00006581449,0.0002114658,0.000004959373,0.4321074,0.000005211838,0.001457507,0.3329919,0.0186705,0.2101734],"study_design_scores_gemma":[0.003267783,0.003225713,0.8807483,0.0002707512,0.0003299178,0.0000162757,0.03898809,0.0002697103,0.003284028,0.02867173,0.0402515,0.000676216],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742756,0.00008357139,0.0001742041,0.008390554,0.0002677988,0.0002447608,0.00001880729,0.00001185655,0.01653287],"genre_scores_gemma":[0.9969724,0.0001107601,0.0001041664,0.0001169642,0.002183738,0.000002969334,0.000006466883,0.00001562941,0.000486901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.877479,"threshold_uncertainty_score":0.9999062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02108936188368634,"score_gpt":0.3279214555890526,"score_spread":0.3068320937053662,"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."}}