{"id":"W7028621569","doi":"","title":"The Financial Impact of Undocumented Workers on Kentucky's Economy","year":2023,"lang":"en","type":"article","venue":"UKnowledge (University of Kentucky)","topic":"Physics and Engineering Research Articles","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Commonwealth; Population; Census; State (computer science); Government (linguistics); Workforce; Local government; Scarcity","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":[0.0001487677,0.00009522897,0.0001435178,0.0001390181,0.0001092908,0.00001104491,0.0002707434,0.00003664606,0.00004643673],"category_scores_gemma":[0.00003487532,0.00009036227,0.0001557305,0.0004974154,0.00008984639,0.0001085362,0.00007149147,0.0001186754,0.0001434625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000113573,"about_ca_system_score_gemma":0.00004241268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004670491,"about_ca_topic_score_gemma":0.00005946857,"domain_scores_codex":[0.9994109,0.00001651063,0.0000936557,0.0001021896,0.0001022187,0.0002745355],"domain_scores_gemma":[0.9994694,0.0001186248,0.00002878131,0.0002378427,0.00005826274,0.00008708531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006826492,0.0003281357,0.01219899,0.0005729675,0.001311504,0.00007576036,0.004729047,0.3170274,0.01899124,0.01162174,0.3496082,0.2828524],"study_design_scores_gemma":[0.0038568,0.001024717,0.316468,0.000494756,0.00008716979,0.000002220123,0.002337129,0.5881085,0.00533353,0.02013454,0.06123549,0.0009171596],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885379,0.0001281876,0.0002303493,0.00007054202,0.0001254181,0.0001096182,0.00001111963,0.000134096,0.01065278],"genre_scores_gemma":[0.9993569,0.0002493979,0.00002992612,7.538274e-7,0.00002791154,5.048264e-7,0.000006126384,0.0000131824,0.0003153001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.304269,"threshold_uncertainty_score":0.3684866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007771550067789765,"score_gpt":0.2080278189856367,"score_spread":0.2002562689178469,"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."}}