{"id":"W2105245482","doi":"10.1111/caje.12027","title":"The political economy of naturalization","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Naturalization; Citizenship; Immigration; Politics; Productivity; Voting; Population; Political economy; Immigration policy; Economics; Political science; Demographic economics; Sociology; Economic growth; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005799871,0.0001066978,0.0002390512,0.000221668,0.0003708958,0.0001995246,0.0004652727,0.0001304519,0.0003810655],"category_scores_gemma":[0.0003723153,0.0001014896,0.0001259515,0.0001014092,0.0004155067,0.0004664687,0.000007086189,0.0001821907,0.0000154579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00127457,"about_ca_system_score_gemma":0.003326182,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3269983,"about_ca_topic_score_gemma":0.9964371,"domain_scores_codex":[0.9986017,0.0001050256,0.0006093504,0.0001139257,0.000002622929,0.0005673954],"domain_scores_gemma":[0.9973192,0.0002306583,0.0004459689,0.0001802891,0.0004593253,0.001364601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00000342228,0.000002189161,0.00196342,0.000004161838,0.00002763901,0.000001934455,0.002063631,0.0001889342,0.000001820943,0.9935676,0.001131798,0.001043396],"study_design_scores_gemma":[0.0002070124,0.00006738832,0.0007285877,0.00002154664,0.00001501537,0.0000231225,0.009464292,0.002192948,0.00002830816,0.7790905,0.2079911,0.0001702629],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9470055,0.0001198446,0.00003886951,0.02885827,0.0008320955,0.0002024793,0.00002373203,0.000003058283,0.02291612],"genre_scores_gemma":[0.9972498,0.00006663934,0.0001094513,0.001337273,0.0004143582,0.000006760334,0.000004442932,0.0000140737,0.0007971517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6694387,"threshold_uncertainty_score":0.6774833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06806058649982709,"score_gpt":0.2038556664388919,"score_spread":0.1357950799390649,"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."}}