{"id":"W4251072609","doi":"10.32920/ryerson.14663187","title":"Essence Electrical Power System Modelling &amp; Simulation","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Spacecraft Design and Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Battery (electricity); Photovoltaic system; Power (physics); Electric power system; State of charge; Solar irradiance; Electric power; Electrical engineering; Computer science; Automotive engineering; Aerospace engineering; Environmental science; Engineering; Meteorology; 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":[0.00007908206,0.0002249035,0.000302726,0.0001652603,0.00002955583,0.0000683427,0.0001891285,0.0006373819,0.00008580661],"category_scores_gemma":[0.0000166518,0.0002374768,0.00009251802,0.0001861344,0.00001130988,0.00003894106,0.0001135016,0.000667813,0.00007328752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001987772,"about_ca_system_score_gemma":0.00003231276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002440249,"about_ca_topic_score_gemma":0.000005538822,"domain_scores_codex":[0.9990034,0.00001941619,0.0002401479,0.0003254062,0.0001559168,0.0002557707],"domain_scores_gemma":[0.9992785,0.00007086929,0.00002980379,0.0005004907,0.00007089003,0.00004938487],"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":[0.000001361635,0.000006096655,0.00002406872,0.00009717738,0.00003914238,0.00001376927,0.00004509596,0.9934483,0.001064484,0.00497909,0.0001568453,0.0001245242],"study_design_scores_gemma":[0.00005478364,0.000003811491,0.000005073617,0.00009189291,0.00001690156,0.000009120864,0.00003593245,0.9974524,0.001034922,0.0003061674,0.0007401423,0.0002488404],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04430005,0.0008403748,0.9447716,0.00002201177,0.0005727294,0.0001680115,0.000001164565,0.002386887,0.006937207],"genre_scores_gemma":[0.982092,0.00004351282,0.01747867,0.000008924456,0.00004825074,0.00002600335,0.00002335681,0.00004817922,0.0002310596],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.937792,"threshold_uncertainty_score":0.9684023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02278518257702368,"score_gpt":0.234041546670604,"score_spread":0.2112563640935803,"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."}}