{"id":"W2084602284","doi":"10.1109/pmaps.2010.5529011","title":"Effects of demand side management on bulk system adequacy evaluation","year":2010,"lang":"en","type":"article","venue":"","topic":"Power System Reliability and Maintenance","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Demand side; Reliability (semiconductor); Load management; Reliability engineering; Electric power system; Electricity; Computer science; Point (geometry); Variety (cybernetics); Demand response; Wind power; Load balancing (electrical power); Power (physics); Engineering; Electrical engineering; Environmental economics; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004898738,0.00008669189,0.0001346278,0.00005107249,0.00001601662,0.000008314747,0.00009091634,0.00005209436,0.00001563052],"category_scores_gemma":[0.00003933705,0.00007119929,0.00004005012,0.00006789369,0.0000112894,0.00004620611,0.00001407724,0.00007895382,0.0000812338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005127453,"about_ca_system_score_gemma":0.000004361392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001153059,"about_ca_topic_score_gemma":0.00001184817,"domain_scores_codex":[0.999332,0.00002760028,0.0001793439,0.0001148978,0.0002188035,0.0001273933],"domain_scores_gemma":[0.9995648,0.00008923975,0.0000242035,0.0002450454,0.00003988731,0.00003686818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009719398,0.0003432359,0.0003557755,0.04295009,0.0006322508,0.00005223391,0.001048731,0.1048634,0.2718203,0.4961444,0.007058979,0.07463335],"study_design_scores_gemma":[0.003111996,0.0002191911,0.0199383,0.001803449,0.0002790522,0.00001666191,0.0002887049,0.3868185,0.5722014,0.0007984457,0.01388775,0.0006365153],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6567603,0.0001861542,0.04659269,0.00003660263,0.002919479,0.00155866,0.000001903637,0.0004543157,0.2914899],"genre_scores_gemma":[0.999146,0.000004739588,0.0004553455,0.00001015909,0.00003294616,0.00007957063,0.000001075492,0.00001082059,0.0002593879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.495346,"threshold_uncertainty_score":0.2903423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004013684645255827,"score_gpt":0.2029991788457289,"score_spread":0.1989854942004731,"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."}}