{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003029523,0.0005515979,0.0005796247,0.0005044076,0.000476924,0.001307399,0.001276033,0.0009578956,0.01397385],"category_scores_gemma":[0.001022378,0.0003587595,0.0006962838,0.000649902,0.0003705838,0.001073825,0.0009684616,0.0008749077,0.002493877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006817244,"about_ca_system_score_gemma":0.0008323847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0072704,"about_ca_topic_score_gemma":0.00396669,"domain_scores_codex":[0.9996699,0.00007061177,0.00002016089,0.00004743572,0.0001553429,0.00003650547],"domain_scores_gemma":[0.999714,0.00008824446,0.00002767603,0.00006228973,0.00009483116,0.00001296158],"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":[0.00003154871,0.00001505133,0.0004534618,0.00007660685,0.00001288086,0.00006403965,0.00005426202,0.9775357,0.001668897,0.01105898,0.002150003,0.006878533],"study_design_scores_gemma":[0.00001992373,0.0000289544,0.0002883787,0.00001229254,0.000007744207,0.00005318358,0.00002159627,0.9806347,0.001467755,0.003933759,0.01352182,0.000009964758],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07334204,0.0004202765,0.7119356,0.000714607,0.0002693078,0.0005026101,0.006194535,0.005816679,0.2008045],"genre_scores_gemma":[0.8163261,0.0008403747,0.1028572,0.0002700209,0.00007106581,0.0008704696,0.003984536,0.0006642189,0.07411604],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01397385,"threshold_uncertainty_score":0.04674721,"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."}}