{"id":"W1992192336","doi":"10.1111/j.1747-7093.2003.tb00421.x","title":"Who Should Get in? The Ethics of Immigration Admissions","year":2003,"lang":"en","type":"article","venue":"Ethics & International Affairs","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":140,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Normative; Citizenship; Immigration; Democracy; Economic Justice; Political science; Law; Law and economics; Sociology; Politics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005977645,0.0001131321,0.0001240575,0.0001548785,0.0004574166,0.00009866024,0.0004657932,0.0004267604,0.0007077036],"category_scores_gemma":[0.01195984,0.00008592557,0.0001022973,0.000354503,0.0002274807,0.0003780361,0.00001646382,0.001306367,0.00001942091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001407584,"about_ca_system_score_gemma":0.001034913,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001996612,"about_ca_topic_score_gemma":0.06343831,"domain_scores_codex":[0.9964871,0.001340678,0.000411066,0.0002040011,0.001376646,0.0001805211],"domain_scores_gemma":[0.9972318,0.001614408,0.00019185,0.0001812468,0.0007087045,0.00007194649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007273138,0.00006979041,0.001604695,0.000005616041,0.00001083175,7.04642e-7,0.1633748,0.00005392604,0.0001535968,0.8317425,0.002771583,0.000204683],"study_design_scores_gemma":[0.0002895143,0.00007306371,0.003277858,0.0001386259,0.00001802758,0.000002898516,0.1282026,0.000522629,0.001258267,0.1006771,0.7653139,0.0002255932],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07469896,0.0004819937,0.01143366,0.2269406,0.002898107,0.0008788104,0.00005478087,0.00009969248,0.6825134],"genre_scores_gemma":[0.9937544,0.0008130644,0.0005339072,0.001365262,0.0002060858,0.00002658346,0.00003972434,0.000008742878,0.003252255],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9190554,"threshold_uncertainty_score":0.9963629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0841957473265344,"score_gpt":0.4050725676948303,"score_spread":0.3208768203682959,"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."}}