{"id":"W4416342200","doi":"10.1109/epec65543.2025.11230399","title":"Reliability Assessment of Deregulated Power Systems Considering Demand Response and Energy Storage","year":2025,"lang":"","type":"article","venue":"","topic":"Power System Reliability and Maintenance","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hydro One (Canada)","funders":"","keywords":"Reliability (semiconductor); Electric power system; Demand response; Energy storage; Energy (signal processing); Power (physics)","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":[0.0008216567,0.0006909608,0.0004925674,0.0005382411,0.0001915551,0.0005170528,0.0004622794,0.0004416578,0.0009289808],"category_scores_gemma":[0.001994409,0.0002594564,0.0003699402,0.0003665143,0.0003205882,0.00075463,0.0003090774,0.0003966329,0.0001440178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007085925,"about_ca_system_score_gemma":0.0004736148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002922342,"about_ca_topic_score_gemma":0.002874211,"domain_scores_codex":[0.9995453,0.0002151119,0.00002036247,0.0000523618,0.0001225081,0.00004435573],"domain_scores_gemma":[0.9989327,0.0006044977,0.0001122329,0.00006533034,0.0002567102,0.00002861018],"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":[0.0002636863,0.00004494093,0.003443065,0.00006649996,0.00004297313,0.0002894881,0.00006260871,0.9727427,0.01255907,0.0008599241,0.0001437332,0.009481311],"study_design_scores_gemma":[0.00001473949,0.0002808417,0.003292809,0.000006247112,0.00002636476,0.00007409823,0.00004885726,0.989281,0.006176685,0.0005604027,0.0002290583,0.000008853654],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9439391,0.0002929961,0.05169759,0.0001000857,0.00001580224,0.00005510475,0.0002396661,0.0001750134,0.003484645],"genre_scores_gemma":[0.9970373,0.00007826894,0.002424053,0.000003531343,0.000003286013,0.00001121888,0.00007175741,0.000009829504,0.0003607626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002922342,"threshold_uncertainty_score":0.005810678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005795351854148393,"score_gpt":0.232720553845787,"score_spread":0.2269252019916387,"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."}}