{"id":"W4400798876","doi":"10.2139/ssrn.4898178","title":"Multi-Rate Simulation of Integrated Electricity and Gas Systems: Formulation of Algorithm and Equivalent Circuit Model for Network Simulators","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Integrated Energy Systems Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer science; Electricity; Equivalent circuit; Algorithm; Engineering; Electrical engineering; Voltage","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001831472,0.0004324903,0.0007057206,0.0004306582,0.00008007415,0.00008836514,0.0001520937,0.0005311469,7.361398e-7],"category_scores_gemma":[0.0000819984,0.0004098451,0.000155887,0.0003057374,0.0000305607,0.0001442621,0.00007374053,0.00177357,2.502828e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001348055,"about_ca_system_score_gemma":0.0008497186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001281852,"about_ca_topic_score_gemma":0.0001042736,"domain_scores_codex":[0.9971021,0.0001066839,0.001116888,0.0003388916,0.0002370661,0.001098377],"domain_scores_gemma":[0.9984874,0.0001446754,0.0005126789,0.0002029111,0.0005750605,0.00007727052],"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":[0.00003527996,0.00001653514,0.00003321252,0.0008435242,0.0005921187,3.657283e-7,0.0002226853,0.9838981,0.0004400292,0.007054221,0.000006848476,0.006857104],"study_design_scores_gemma":[0.0005735662,0.0001285072,0.000008691255,0.0007495434,0.0002730128,0.00002253062,0.0001295102,0.9473686,0.0001779896,0.05025951,0.000007814522,0.0003006968],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08729244,0.01502241,0.8961775,0.00000552332,0.0005421132,0.0007529797,0.00007916716,0.0001094744,0.00001843916],"genre_scores_gemma":[0.9926223,0.003527807,0.003246367,0.000001792409,0.0002041523,0.0000373953,0.0001196999,0.0001221378,0.0001183779],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9053298,"threshold_uncertainty_score":0.9998353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01624432510340473,"score_gpt":0.2431232678879934,"score_spread":0.2268789427845886,"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."}}