{"id":"W4377972228","doi":"10.1109/oncon56984.2022.10126732","title":"Tabular Open Circuit Voltage Modelling of Li-ion Batteries for Robust SOC Estimation","year":2022,"lang":"en","type":"article","venue":"","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"State of charge; Parametric statistics; Voltage; Robustness (evolution); Equivalent circuit; Computer science; Polynomial; System on a chip; Battery (electricity); Polynomial and rational function modeling; Rounding; Parametric equation; Engineering; Mathematics; Electrical engineering; Embedded system; Power (physics)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004759741,0.0006439087,0.0004938805,0.0006951185,0.0002610148,0.00139694,0.001255577,0.0006784678,0.005111177],"category_scores_gemma":[0.002481058,0.0002197614,0.0005846223,0.0009314771,0.0003153596,0.001071854,0.0003963443,0.0005614065,0.001101446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006862787,"about_ca_system_score_gemma":0.0006557126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004654814,"about_ca_topic_score_gemma":0.003867115,"domain_scores_codex":[0.9996547,0.00008716347,0.00003157105,0.0000583899,0.0001309628,0.00003724661],"domain_scores_gemma":[0.9992599,0.0003038088,0.0001046661,0.0001006651,0.0002205758,0.00001033745],"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":[0.00006388632,0.00001533479,0.0005382031,0.0001152066,0.00001220839,0.00005822465,0.00005118734,0.9582703,0.003426246,0.006181006,0.0008767542,0.03039135],"study_design_scores_gemma":[0.000001531005,0.00001736427,0.00008743016,0.000008584429,0.000003054049,0.0000185823,0.000007933917,0.9963591,0.001199152,0.00123178,0.001061076,0.000004426857],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02468115,0.0006309174,0.9642857,0.0001050584,0.00007898059,0.00007600996,0.0006663257,0.001680704,0.007795008],"genre_scores_gemma":[0.896898,0.0007751651,0.09560241,0.00008555793,0.00003389054,0.0002075398,0.0009661108,0.000171258,0.005260113],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005111177,"threshold_uncertainty_score":0.01709861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08000891175954272,"score_gpt":0.2833432901108549,"score_spread":0.2033343783513121,"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."}}