{"id":"W2883955739","doi":"10.1177/0019793918775362","title":"Introduction to a Special Issue on the Impact of Immigrant Legalization Initiatives: International Perspectives on Immigration and the World of Work","year":2018,"lang":"en","type":"article","venue":"Industrial and Labor Relations Review","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legalization; Immigration; Scholarship; Political science; Globe; Immigration law; Immigration reform; Immigration policy; State (computer science); Economic growth; Development economics; Law; Economics; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001056791,0.00009231349,0.0001893175,0.000123507,0.0002985283,0.0000461307,0.0001034168,0.0000570525,0.002271008],"category_scores_gemma":[0.001753125,0.0000505894,0.00006552743,0.001173123,0.0004640108,0.0001590248,0.00001565629,0.000152934,0.00001755523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006790826,"about_ca_system_score_gemma":0.00009861037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005430932,"about_ca_topic_score_gemma":0.001886522,"domain_scores_codex":[0.9986715,0.0005081905,0.0003293963,0.0001575541,0.0002525005,0.00008083649],"domain_scores_gemma":[0.9988853,0.000303149,0.0002565881,0.0001314069,0.0003846159,0.00003895665],"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":[0.0004673011,0.00008989579,0.001243172,0.00001059237,0.00009631085,8.410152e-8,0.05095918,0.00009678134,0.000008610371,0.8260467,0.105376,0.01560531],"study_design_scores_gemma":[0.001233293,0.0004351557,0.01290477,0.001388957,0.0001293575,6.867492e-7,0.0155801,0.0002899395,0.00003764608,0.00114682,0.9666523,0.0002009576],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3895538,0.004848128,0.0002356334,0.5179248,0.001741035,0.00471021,0.0002138459,0.00004929805,0.08072327],"genre_scores_gemma":[0.9732592,0.01078754,0.00004962289,0.0004956301,0.01033505,0.00005012425,0.00002739948,0.000009455289,0.004985992],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8612763,"threshold_uncertainty_score":0.9986411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.027558935195364,"score_gpt":0.3381471172314646,"score_spread":0.3105881820361006,"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."}}