{"id":"W3147380357","doi":"10.1108/13590790910951821.html?utm_source=repec&utm_medium=feed&utm_campaign=repec","title":"Why Civil Actions Against Corruption","year":2008,"lang":"en","type":"article","venue":"RePEc: Research Papers in Economics","topic":"Corruption and Economic Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Language change; Civil society; Political science; Civil servants; Civil litigation; Civil law (Civil law); Public administration; Development economics; Economics; Law; Commercial law","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":[0.001348394,0.00009542512,0.0001588393,0.0003070561,0.000945206,0.00006563084,0.0002653666,0.0001242486,0.001070524],"category_scores_gemma":[0.0003078765,0.000115961,0.00006984041,0.0002049948,0.000423735,0.0002622294,0.00008590099,0.0003312526,0.0002029656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001423046,"about_ca_system_score_gemma":0.0006505813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004156983,"about_ca_topic_score_gemma":0.0112885,"domain_scores_codex":[0.998412,0.0001824665,0.000305017,0.0003393712,0.0001811226,0.0005800506],"domain_scores_gemma":[0.999186,0.0002204484,0.00006021166,0.0002463791,0.000069694,0.0002172155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006591198,0.0002741223,0.05668275,0.00001045337,0.00003543959,0.00003623329,0.01444113,0.00126802,0.0001994188,0.004934975,0.003731125,0.9183204],"study_design_scores_gemma":[0.0002920452,0.00001629356,0.01806195,0.00001246734,7.135976e-7,0.000004235419,0.004900194,0.0006620821,0.000009774708,0.00009795495,0.975785,0.0001572969],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4380178,0.00001005807,0.000004960836,0.001438001,0.0004177528,0.0001954971,0.000003108332,0.00004467523,0.5598681],"genre_scores_gemma":[0.9630914,0.01339315,0.000174373,0.0007739319,0.000236543,0.00007832688,0.00001224244,0.00001744287,0.02222264],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9720539,"threshold_uncertainty_score":0.9998426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08755923570355686,"score_gpt":0.3536484094011139,"score_spread":0.266089173697557,"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."}}