{"id":"W2618792136","doi":"","title":"Energy Pricing Problems for Demand Sideand Revenue Management","year":2015,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Energy, Environment, and Transportation Policies","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Revenue management; Energy management; Revenue; Demand management; Yield management; Environmental economics; Energy (signal processing); Business; Computer science; Economics; Finance; Macroeconomics","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":[0.004696179,0.002227558,0.003742358,0.001508278,0.001612095,0.006994396,0.003508571,0.007226025,0.01979952],"category_scores_gemma":[0.01958771,0.001836717,0.002256097,0.002723407,0.002581833,0.008204659,0.002560848,0.006498969,0.0007999776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004823963,"about_ca_system_score_gemma":0.002798375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008265756,"about_ca_topic_score_gemma":0.004550021,"domain_scores_codex":[0.9976906,0.001326003,0.00007817463,0.000219149,0.0003144512,0.0003717072],"domain_scores_gemma":[0.9902984,0.008136864,0.0003377527,0.0002162851,0.0005978884,0.0004127089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000228069,0.0002839634,0.0005907085,0.0003887586,0.0001050307,0.0003825102,0.0001627452,0.3752107,0.0005286595,0.5875469,0.01909135,0.01548059],"study_design_scores_gemma":[0.000071268,0.00003130997,0.0002726266,0.00005232768,0.00003421292,0.00007921593,0.0001017071,0.6573041,0.0001629439,0.3383973,0.00345912,0.00003376426],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1420862,0.01497151,0.6289923,0.04578212,0.002417698,0.000437392,0.001955552,0.0003597505,0.1629975],"genre_scores_gemma":[0.8650658,0.005885344,0.03857694,0.001322007,0.002487878,0.0003319874,0.000892125,0.0002786953,0.08515934],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01979952,"threshold_uncertainty_score":0.06623602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01680488785786413,"score_gpt":0.224375561444656,"score_spread":0.2075706735867918,"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."}}