{"id":"W2085386129","doi":"10.1111/imig.12136","title":"Selective Migration Policy Models and Changing Realities of Implementation","year":2013,"lang":"en","type":"article","venue":"International Migration","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"John D. and Catherine T. MacArthur Foundation","keywords":"Human capital; Immigration; Government (linguistics); Immigration policy; Point (geometry); Economics; Public policy; State (computer science); Business; Political science; Economic growth","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":[],"consensus_categories":[],"category_scores_codex":[0.0002375151,0.00006910178,0.00007269529,0.0003156323,0.0001562722,0.000102899,0.00007973176,0.00005305267,0.000170888],"category_scores_gemma":[0.00008461822,0.00007200183,0.00002811224,0.0002694151,0.00006821618,0.0009670511,0.00001581476,0.00004232474,0.000006306697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001414233,"about_ca_system_score_gemma":0.0001139291,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03536866,"about_ca_topic_score_gemma":0.09752203,"domain_scores_codex":[0.9991286,0.00008122718,0.0002298827,0.0001257939,0.0003047307,0.0001297253],"domain_scores_gemma":[0.999217,0.00005161665,0.0001558867,0.00005202702,0.0004802141,0.00004319834],"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":[0.000008062861,0.00002484598,0.005461269,0.000006889132,0.00003276373,7.251685e-8,0.09856191,0.0004291478,0.003129033,0.879009,0.001397951,0.01193906],"study_design_scores_gemma":[0.001350406,0.0001995045,0.0538444,0.0001011358,0.00005397887,0.000004078477,0.2073827,0.3406987,0.007931422,0.3571227,0.03060742,0.0007034305],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9611287,0.0000376579,0.01339815,0.01409008,0.0001632957,0.0003940214,0.00003495259,0.00004998885,0.01070317],"genre_scores_gemma":[0.9969795,0.0003963982,0.0006802715,0.0002092041,0.0002275309,0.00005855326,0.0001329877,0.000006031708,0.001309567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5218863,"threshold_uncertainty_score":0.9710549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0224326140803989,"score_gpt":0.3535024582002009,"score_spread":0.331069844119802,"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."}}