{"id":"W1505385814","doi":"10.1109/34084poweri.2014.7117633","title":"Optimization of co-generation system operation","year":2014,"lang":"en","type":"article","venue":"","topic":"Electric Power System Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Cogeneration; Integer programming; Linear programming; Mathematical optimization; Computer science; Selection (genetic algorithm); Optimization problem; Electricity generation; Mathematics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001933022,0.00007557529,0.0001127264,0.00009124703,0.00002890874,0.00002266626,0.0000517721,0.00006150734,0.00003874124],"category_scores_gemma":[0.0000148983,0.0000748589,0.00001840712,0.000144932,0.000004930882,0.0001719994,0.00000286379,0.00002728737,0.00002161331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007164707,"about_ca_system_score_gemma":0.000007316181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006722673,"about_ca_topic_score_gemma":0.0000033786,"domain_scores_codex":[0.9994081,0.00004221924,0.0002580991,0.00008608645,0.0001203172,0.00008515391],"domain_scores_gemma":[0.9997154,0.00001441291,0.00003640581,0.0001408532,0.00006829901,0.00002462562],"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":[6.741298e-7,0.000003426215,0.00004932456,0.00005701162,0.000006934752,3.608261e-8,0.00003610761,0.9853057,0.009063818,0.00419462,0.0008023494,0.0004800486],"study_design_scores_gemma":[0.0001431902,0.00002279434,0.00001604604,0.00001169516,0.000006236285,0.000002555567,0.00001213226,0.9453403,0.05424171,7.553745e-7,0.0001304739,0.00007210918],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003811351,0.00003002762,0.9513962,0.000006729919,0.0002720642,0.0001519,0.000001168353,0.0003463812,0.04398417],"genre_scores_gemma":[0.9812315,0.000007886715,0.01844382,0.000006997455,0.0000974334,0.00001364878,0.00008055904,0.00001971954,0.00009839769],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9774202,"threshold_uncertainty_score":0.3052658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00669610139861456,"score_gpt":0.1885624692459835,"score_spread":0.181866367847369,"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."}}