{"id":"W236455485","doi":"","title":"Performance-Based Regulation of Utilities","year":2002,"lang":"en","type":"article","venue":"Energy law journal","topic":"Electric Power System Optimization","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commission; Incentive; Service (business); Deregulation; Economics; Energy law; Public economics; Business; Finance; Law; Political science; Economy; Microeconomics","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":[],"consensus_categories":[],"category_scores_codex":[0.00007946256,0.00006243856,0.00008751046,0.00007585798,0.00006664177,0.00001558453,0.00006129155,0.00004096356,0.0003121789],"category_scores_gemma":[0.00000399691,0.00006023487,0.00003352821,0.0001168106,0.00001584077,0.0001578154,0.000002355388,0.00006432631,0.000003782256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005353383,"about_ca_system_score_gemma":0.000004284115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001069049,"about_ca_topic_score_gemma":0.00001316619,"domain_scores_codex":[0.9994739,0.00002054453,0.0002089499,0.00003735843,0.0001441856,0.0001150135],"domain_scores_gemma":[0.9997678,0.00001586872,0.00005012651,0.00008179575,0.00005007409,0.00003437941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000003718188,0.00001134374,0.0002359951,0.00002811694,0.000020908,0.000001076138,0.00007301707,0.9849313,0.001130455,0.005213706,0.001163633,0.007186663],"study_design_scores_gemma":[0.0002309271,0.00003692934,0.0004250345,0.00004404732,0.000006619031,0.00003636835,0.000006064221,0.9687392,0.02335197,0.00005843531,0.006992636,0.00007179813],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.238973,0.003616149,0.2650787,0.00009763616,0.00190906,0.0000741421,0.000003436694,0.000376012,0.4898719],"genre_scores_gemma":[0.9985664,0.0001064072,0.0008754022,0.00001166492,0.0001022678,0.000001456895,0.000001793479,0.00001409463,0.0003204905],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7595934,"threshold_uncertainty_score":0.341814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008057371707353957,"score_gpt":0.1564940778776822,"score_spread":0.1484367061703282,"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."}}