{"id":"W2086328886","doi":"10.1007/s11127-006-4317-y","title":"Consumer capture of regulatory institutions: The creation of public utility consumer advocates in the United States","year":2006,"lang":"en","type":"article","venue":"Public Choice","topic":"Political Influence and Corporate Strategies","field":"Business, Management and Accounting","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Legislature; Public finance; Politics; Public economics; State (computer science); Public administration; Campaign finance; Public choice; Economics; Consumer Advocacy; Business; Political science; Public relations; Law","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":[0.007805179,0.0001719244,0.0002065912,0.001311938,0.0123403,0.007186803,0.0007438177,0.00481123,0.004558169],"category_scores_gemma":[0.0135503,0.0002866302,0.000237699,0.0009691142,0.007463663,0.002623506,0.00403238,0.004639313,0.0002387913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005374319,"about_ca_system_score_gemma":0.008701569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02029067,"about_ca_topic_score_gemma":0.06726076,"domain_scores_codex":[0.9962462,0.002106884,0.00004097184,0.0002165578,0.0005034168,0.0008859283],"domain_scores_gemma":[0.9886084,0.007437302,0.0009672496,0.0003122461,0.001000471,0.001674375],"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":[0.0003177556,0.0009846041,0.1073942,0.0000989341,0.00003419019,0.001787111,0.2161278,0.0004956811,0.001705452,0.515287,0.04469119,0.1110761],"study_design_scores_gemma":[0.0001609042,0.0003911389,0.07304426,0.0003619234,0.000132581,0.0008178522,0.3628415,0.005028803,0.005143761,0.06020437,0.4917474,0.000125461],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8366022,0.000730267,0.0008467005,0.0361391,0.0001769383,0.00005193668,0.00001410119,0.00001512964,0.1254237],"genre_scores_gemma":[0.9888074,0.0002103218,0.0001808891,0.003253464,0.00003745944,0.00001794084,0.000005852053,0.000006447851,0.00748021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02029067,"threshold_uncertainty_score":0.04127824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06428062172181144,"score_gpt":0.2774111828260766,"score_spread":0.2131305611042651,"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."}}