{"id":"W1528851339","doi":"","title":"Corruption, Inequality, and Environmental Regulation","year":2007,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Energy, Environment, Economic Growth","field":"Economics, Econometrics and Finance","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Environmental regulation; Language change; Environmental quality; Inequality; Economics; Economic inequality; Environmental policy; Public economics; Environmental standard; Econometrics; Natural resource economics; Ecology; Biology; Mathematics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004448508,0.0004728275,0.0009301199,0.001142384,0.0001864305,0.0001932508,0.0006098614,0.0008287971,0.0006307967],"category_scores_gemma":[0.000215708,0.0006820663,0.0001876759,0.0001005671,0.0005702805,0.0002667871,0.001621688,0.001475376,0.000166572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002377161,"about_ca_system_score_gemma":0.00006341509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002185991,"about_ca_topic_score_gemma":0.0001817126,"domain_scores_codex":[0.9952728,0.0001231771,0.001776082,0.001782754,0.00010288,0.000942269],"domain_scores_gemma":[0.9972602,0.0002981784,0.0007879276,0.001350459,0.00001133001,0.0002919121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001605778,0.0006404088,0.8254646,0.0003290087,0.0002909899,0.00003190694,0.001019288,0.02237193,0.0002062187,0.06672839,0.0001711515,0.08258554],"study_design_scores_gemma":[0.002016663,0.0001664966,0.7584766,0.0001445608,0.00001271811,0.0000259429,0.0006671101,0.03976769,0.0001932632,0.1254961,0.07125718,0.001775682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9071106,0.001039351,0.0001230698,0.0002880066,0.000595842,0.0007196909,0.0004607644,0.00004339476,0.0896193],"genre_scores_gemma":[0.9778483,0.01720177,0.0008381033,0.0001586336,0.0003196748,0.0001440417,0.0004605257,0.0001238941,0.002905055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08671425,"threshold_uncertainty_score":0.999563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04837938291936341,"score_gpt":0.2815059627283904,"score_spread":0.233126579809027,"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."}}