{"id":"W4393282287","doi":"10.1016/j.gfj.2024.100962","title":"U.S. Political corruption and labor investment (in)efficiency","year":2024,"lang":"en","type":"article","venue":"Global Finance Journal","topic":"Corruption and Economic Development","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Social Sciences and Humanities Research Council of Canada; Memorial University of Newfoundland","keywords":"Economics; Language change; Politics; Investment (military); Labour economics; Monetary economics; Political science; Law; Art","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005181782,0.0001176772,0.0001870661,0.0006420791,0.0005655236,0.001939583,0.0001218891,0.0003943662,0.008279539],"category_scores_gemma":[0.002799606,0.00007926765,0.000146743,0.001922857,0.0003902335,0.0004768685,0.0005226033,0.0006619125,0.0007170396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002120343,"about_ca_system_score_gemma":0.002159117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.071109,"about_ca_topic_score_gemma":0.1351257,"domain_scores_codex":[0.9996328,0.00009926322,0.00001896223,0.0000262693,0.00006690397,0.0001558055],"domain_scores_gemma":[0.9976631,0.0005700554,0.0008395145,0.00006783819,0.0005906711,0.0002687291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002626966,0.000197065,0.5617564,0.0001719086,0.0001465184,0.0002635905,0.001318333,0.004086471,0.0002751748,0.1915273,0.1760037,0.06399077],"study_design_scores_gemma":[0.00003869685,0.00007718234,0.8893213,0.0003374045,0.0001187054,0.0001583014,0.002437012,0.003033132,0.0005186624,0.02012361,0.08381464,0.00002130377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6708148,0.01294688,0.0009530727,0.06909958,0.0004339078,0.00002464435,0.01062484,0.00005560597,0.2350467],"genre_scores_gemma":[0.9884076,0.001706734,0.00006120362,0.0007887703,0.00006473781,0.00000686355,0.0007319208,0.000007191691,0.008225033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.071109,"threshold_uncertainty_score":0.1413902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01764645162716345,"score_gpt":0.3146169488718971,"score_spread":0.2969704972447336,"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."}}