{"id":"W4417122330","doi":"10.3390/en18246424","title":"An Equilibrium Analysis of Time-Varying and Flat Electricity Rates","year":2025,"lang":"en","type":"article","venue":"Energies","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Tariff; Electricity; Consumption (sociology); Service (business); Value (mathematics); Electricity price; Service provider; Electricity market","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001204817,0.0005450321,0.0004790209,0.0009107887,0.0004971374,0.00163251,0.001324629,0.0008040855,0.00687078],"category_scores_gemma":[0.004596537,0.0003148111,0.0009740805,0.0005895031,0.0008143185,0.00119007,0.0006527298,0.0007564905,0.0005408997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002654279,"about_ca_system_score_gemma":0.001270375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05712114,"about_ca_topic_score_gemma":0.02366162,"domain_scores_codex":[0.999386,0.0002002206,0.00001556964,0.00007180089,0.0001164873,0.0002098244],"domain_scores_gemma":[0.9989626,0.0005369502,0.0001361595,0.00005692329,0.0002312799,0.00007609975],"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":[0.0001490151,0.0001201324,0.00344253,0.00007427915,0.00004742649,0.0005838812,0.0003081288,0.6077181,0.00381226,0.3689914,0.00159347,0.01315946],"study_design_scores_gemma":[0.00001862471,0.00006251888,0.001653546,0.00001091615,0.00001477678,0.00006518977,0.0002582445,0.9742919,0.0004696046,0.02172334,0.001409031,0.0000223951],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5502992,0.0005806948,0.3449664,0.0005918817,0.00007262175,0.0002576814,0.0004892182,0.0001857956,0.1025564],"genre_scores_gemma":[0.9782536,0.0002690883,0.007239404,0.00004475871,0.00001383975,0.00004908924,0.0001109397,0.00002953451,0.01398976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05712114,"threshold_uncertainty_score":0.1135773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004547071209406096,"score_gpt":0.2206662495409721,"score_spread":0.216119178331566,"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."}}