{"id":"W2141519022","doi":"","title":"COMPETING FOR SKILLS: US IMMIGRATION POLICY SINCE 1990","year":2004,"lang":"en","type":"article","venue":"SMU Scholar (Southern Methodist University)","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Presentation (obstetrics); Suite; Political science; Library science; Media studies; Public administration; Economic history; Sociology; History; Law; Medicine; Computer science","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":[0.002400714,0.0003562971,0.0002684619,0.001538406,0.004353388,0.004451282,0.0008653685,0.004785996,0.006227702],"category_scores_gemma":[0.005775092,0.0003327438,0.0004171477,0.003096529,0.001576261,0.002513655,0.003582976,0.004539606,0.0007926917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0153781,"about_ca_system_score_gemma":0.02151987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3358335,"about_ca_topic_score_gemma":0.4588209,"domain_scores_codex":[0.9979625,0.0003532758,0.0001362066,0.0001650312,0.0004802143,0.0009027879],"domain_scores_gemma":[0.9980452,0.0004585677,0.0003893399,0.00005607529,0.0004823421,0.0005684702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001979983,0.0005374136,0.04778641,0.0007505431,0.00004400443,0.001003328,0.0130624,0.001312301,0.0008115933,0.2854139,0.379743,0.2693372],"study_design_scores_gemma":[0.00003437934,0.0000982604,0.05183154,0.001051788,0.00003377531,0.0002280963,0.007982297,0.0003903345,0.0003928471,0.005578896,0.932344,0.00003365306],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2191033,0.04498893,0.0006215356,0.4014982,0.003880491,0.0001249725,0.002357411,0.0001335215,0.3272916],"genre_scores_gemma":[0.5672963,0.03801809,0.001464624,0.2724807,0.001449145,0.0002612747,0.002217063,0.00006517917,0.1167476],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3358335,"threshold_uncertainty_score":0.6677575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0149025975889648,"score_gpt":0.2953544447012909,"score_spread":0.2804518471123261,"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."}}