{"id":"W1758019206","doi":"10.2139/ssrn.1923310","title":"A Lobbying Approach to Evaluating the Whistleblower Provisions of the Dodd-Frank Reform Act of 2010","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Law and economics; Consumer Protection Act; Political science; Reform Act; Public administration; Law; Economics","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":[0.05145081,0.001319111,0.001835427,0.008630765,0.01287918,0.02665315,0.004470788,0.01971593,0.007808629],"category_scores_gemma":[0.127456,0.0009574563,0.001484686,0.005747853,0.0177546,0.01180032,0.005633074,0.01597785,0.001100544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02785682,"about_ca_system_score_gemma":0.05297785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1107363,"about_ca_topic_score_gemma":0.2350371,"domain_scores_codex":[0.9252006,0.03339206,0.002075721,0.003272448,0.02289564,0.0131635],"domain_scores_gemma":[0.9263288,0.04907122,0.004955999,0.002520382,0.01459235,0.002531237],"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":[0.00007631943,0.0001192059,0.001348465,0.00005078164,0.00002437495,0.00008926441,0.001368626,0.0007941715,0.0001382131,0.9716564,0.02041593,0.003918211],"study_design_scores_gemma":[0.0004126815,0.0004566576,0.010457,0.001148178,0.000445631,0.00009407454,0.0185556,0.01303109,0.003316071,0.7883406,0.1634621,0.0002803583],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08964163,0.002086587,0.01690234,0.1000057,0.001583281,0.001181651,0.0008745592,0.00009815877,0.787626],"genre_scores_gemma":[0.8885858,0.0009668912,0.01002636,0.03836936,0.0007962291,0.001258109,0.0002267893,0.00008786237,0.05968248],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1107363,"threshold_uncertainty_score":0.2721011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03905270402053945,"score_gpt":0.2441136198096479,"score_spread":0.2050609157891084,"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."}}