{"id":"W4382929299","doi":"10.1016/j.tej.2023.107288","title":"Impact of multiyear rate plans on power distributor productivity: Evidence from Alberta","year":2023,"lang":"en","type":"article","venue":"The Electricity Journal","topic":"Electric Power System Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Productivity; Revenue; Economics; Incentive; Attrition; Empirical evidence; Industrial organization; Operations management; Natural resource economics; Microeconomics; Macroeconomics; Finance","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":[0.0008080049,0.0001826748,0.0002535493,0.0001899423,0.0001254879,0.00006554174,0.0003495668,0.00006950191,0.0000577215],"category_scores_gemma":[0.000880228,0.0001226422,0.0001386262,0.001225171,0.00002022456,0.0002252118,0.0000206521,0.0005105171,0.0001070174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003034886,"about_ca_system_score_gemma":0.00008880151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003833588,"about_ca_topic_score_gemma":0.00004538713,"domain_scores_codex":[0.9985759,0.0002168647,0.0003245282,0.0001565893,0.0003152471,0.0004108176],"domain_scores_gemma":[0.9984779,0.0008715743,0.0001452786,0.0003235714,0.00009655783,0.00008509783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.000504849,0.0001690869,0.04072668,0.00003824808,0.001061518,0.00005097798,0.003161882,0.7343106,0.1738298,0.00004537126,0.04176389,0.004337156],"study_design_scores_gemma":[0.001308106,0.001442879,0.4807764,0.0005170459,0.0001677694,0.0002209541,0.00003646886,0.436193,0.07759084,0.0005344434,0.0004145177,0.0007975501],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873856,0.0002690554,0.01118078,0.0002266482,0.0003722454,0.0002173272,0.00003374988,0.0001305545,0.0001840052],"genre_scores_gemma":[0.9993369,0.0002137461,0.0000292174,0.000006238061,0.0001701216,0.000005387282,0.000008932464,0.00003465475,0.0001948192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4400497,"threshold_uncertainty_score":0.5001205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01461743408252965,"score_gpt":0.249633774204101,"score_spread":0.2350163401215714,"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."}}