{"id":"W4407821538","doi":"10.1111/jbfa.12860","title":"Corruption and Default Risk: Global Evidence","year":2025,"lang":"en","type":"article","venue":"Journal of Business Finance &amp Accounting","topic":"Corruption and Economic Development","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"RMIT University","keywords":"Language change; Business; Economics; Political science; Philosophy; Linguistics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001666945,0.0002129357,0.0004032466,0.002233193,0.0002437761,0.001063121,0.0002863412,0.0004708502,0.003602861],"category_scores_gemma":[0.007691024,0.0001131651,0.0004795883,0.003623054,0.001360982,0.0007508883,0.0009900683,0.0007759157,0.0003445038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002854989,"about_ca_system_score_gemma":0.0002334301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00345093,"about_ca_topic_score_gemma":0.002900203,"domain_scores_codex":[0.9989385,0.0005081782,0.00009926307,0.000164641,0.0001546718,0.0001346925],"domain_scores_gemma":[0.9703751,0.01079903,0.01455886,0.001556557,0.001575604,0.001134838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002113123,0.00003943777,0.9778686,0.0002111388,0.0004017679,0.0001940067,0.0002978483,0.0004015434,0.00004125377,0.001345367,0.001594414,0.01739328],"study_design_scores_gemma":[0.00002058761,0.00007607567,0.9927763,0.0005280731,0.0003407362,0.0003993766,0.0007739369,0.0007328364,0.0001312793,0.001255902,0.002952396,0.00001255228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9569427,0.02356526,0.000896712,0.003044403,0.0000535621,0.00001986959,0.002828018,0.00002193033,0.01262743],"genre_scores_gemma":[0.9961688,0.003187271,0.00005384998,0.00008749338,0.00005613038,0.000001942888,0.0003356184,0.000002636451,0.0001061867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003602861,"threshold_uncertainty_score":0.01205277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03027372922316632,"score_gpt":0.3258508508935843,"score_spread":0.2955771216704179,"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."}}