{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01780274,0.000413374,0.000508111,0.001990398,0.003836739,0.006935021,0.002384129,0.002672424,0.009765963],"category_scores_gemma":[0.05025857,0.0003867978,0.0007244532,0.003402525,0.005913072,0.005476012,0.004480178,0.002266294,0.0003813332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03396134,"about_ca_system_score_gemma":0.0226419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1355213,"about_ca_topic_score_gemma":0.08240365,"domain_scores_codex":[0.9837272,0.008744954,0.0004642906,0.00128497,0.001501459,0.00427703],"domain_scores_gemma":[0.969697,0.01536343,0.004194379,0.002511309,0.005662501,0.002571304],"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":[0.000173851,0.0003141072,0.03870374,0.0001697244,0.00009466668,0.0001942994,0.009834473,0.03150393,0.0003037312,0.871723,0.005263036,0.04172138],"study_design_scores_gemma":[0.0002658384,0.0005723889,0.1320449,0.0006694199,0.0001526905,0.0001358527,0.06894888,0.1218895,0.0009584764,0.5785618,0.09562946,0.0001707408],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.772208,0.0007423641,0.02204556,0.04688549,0.0001422108,0.0003763794,0.0007580889,0.000285149,0.1565567],"genre_scores_gemma":[0.9958816,0.00013209,0.001439598,0.0003533289,0.00001062637,0.000120348,0.00006721622,0.00001481121,0.001980427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1355213,"threshold_uncertainty_score":0.2694649,"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."}}