{"id":"W2332043682","doi":"10.2514/6.2009-4614","title":"Advanced EPS Component Models for Accurate Satellite EPS Simulation","year":2009,"lang":"en","type":"article","venue":"7th International Energy Conversion Engineering Conference","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Component (thermodynamics); Battery (electricity); Satellite; Photovoltaic system; Aerospace; Computer science; Reliability engineering; Sizing; State of charge; Voltage; Power (physics); Transient (computer programming); Automotive engineering; Engineering; Simulation; Aerospace engineering; Electrical engineering","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":[0.0003596274,0.0008665592,0.0006750353,0.0006783169,0.0004526581,0.0009874273,0.001408441,0.001023407,0.01241015],"category_scores_gemma":[0.001600055,0.0005904118,0.001071529,0.0008535197,0.0002674861,0.001177807,0.0006922246,0.001314085,0.003004534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000946157,"about_ca_system_score_gemma":0.001181612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01246385,"about_ca_topic_score_gemma":0.009295067,"domain_scores_codex":[0.9997154,0.00004682466,0.00001242081,0.00002212927,0.0001692685,0.00003406862],"domain_scores_gemma":[0.9994512,0.000156336,0.00003758128,0.00007858424,0.0002513482,0.00002487892],"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":[0.00001779117,0.00001353189,0.0003750543,0.00004553009,0.000009850472,0.00004813268,0.00002757687,0.9770429,0.001090188,0.009353536,0.003618943,0.008357006],"study_design_scores_gemma":[0.000006738278,0.000007519394,0.00009424848,0.000009746916,0.000003964132,0.00001433771,0.000005958329,0.9912299,0.0004348136,0.002055959,0.006132346,0.000004573099],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03180672,0.0004571531,0.9016663,0.0003058161,0.0002111046,0.0002172101,0.003501022,0.005508438,0.05632617],"genre_scores_gemma":[0.6218407,0.001546519,0.3146937,0.0002312007,0.0001061698,0.001295486,0.008052751,0.00243691,0.04979657],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01246385,"threshold_uncertainty_score":0.04151601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02794523309801443,"score_gpt":0.2708217169778316,"score_spread":0.2428764838798172,"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."}}