{"id":"W3206894356","doi":"10.5465/ambpp.2021.13813abstract","title":"Dark Side Case: Layers of Corruption in the Car Wash Scheme","year":2021,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Corruption and Economic Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Language change; Corporate governance; Stock exchange; Shareholder; Business; Foreign Corrupt Practices Act; Political corruption; Petroleum industry; Stock (firearms); Accounting; Public administration; Politics; Finance; Law; Political science; Enforcement; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001390028,0.00007337057,0.0001366047,0.0001034695,0.0001120153,0.00003076294,0.0002465156,0.00007157814,0.0001291874],"category_scores_gemma":[0.00006288219,0.00006929474,0.0000467238,0.0004099915,0.000102707,0.0002269999,0.0001031099,0.0001274596,0.00001449452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009123571,"about_ca_system_score_gemma":0.00002904411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001126016,"about_ca_topic_score_gemma":0.0000513103,"domain_scores_codex":[0.9989921,0.00002186273,0.0003211219,0.0001910656,0.0002766781,0.000197189],"domain_scores_gemma":[0.9996881,0.00003531905,0.0001583198,0.00004065309,0.00004351123,0.00003408593],"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":[0.00005609547,0.0002863182,0.04617422,0.0006848701,0.0001661055,0.0001050087,0.07902697,0.00002543806,0.002930445,0.6757052,0.01680198,0.1780374],"study_design_scores_gemma":[0.001312053,0.00003221507,0.1152361,0.0002680538,0.00007832669,0.00005113008,0.3411809,0.0001241648,0.001738482,0.00422885,0.5353359,0.0004137767],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8308828,0.00006376296,0.000006387148,0.00569774,0.00007019163,0.0002342473,0.000001065485,0.00001502337,0.1630287],"genre_scores_gemma":[0.9948879,0.0005586246,0.0006840544,0.0007224604,0.00003863305,0.00002278382,0.000001304631,0.000004884761,0.003079314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6714763,"threshold_uncertainty_score":0.2825758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.042741363161648,"score_gpt":0.3159115823428224,"score_spread":0.2731702191811744,"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."}}