{"id":"W7130711166","doi":"10.1109/oncon68412.2025.11384222","title":"Improved Linear Estimation of Battery Open-Circuit Voltage and RC Model Parameters from Pulse-Relaxation Data","year":2025,"lang":"","type":"article","venue":"","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Battery (electricity); Stability (learning theory); Nonlinear system; Voltage; Control theory (sociology); Estimation theory; State (computer science)","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":[0.0004314312,0.0007656165,0.0004114474,0.0003467853,0.0001723298,0.0004871148,0.0008072443,0.0005192668,0.001259841],"category_scores_gemma":[0.002054047,0.0003355794,0.0005016346,0.0003669114,0.0002677803,0.001135631,0.0004743155,0.0008878194,0.0006963587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003108558,"about_ca_system_score_gemma":0.0006922833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003770762,"about_ca_topic_score_gemma":0.005450231,"domain_scores_codex":[0.9997661,0.00004749524,0.00001306921,0.00006236954,0.00009433331,0.00001657063],"domain_scores_gemma":[0.9994761,0.0002352329,0.00006224659,0.00008247828,0.0001358247,0.000008147172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001229883,0.000109502,0.001639387,0.0003402681,0.00006433904,0.0001034459,0.00020255,0.6734989,0.105063,0.003211822,0.001432555,0.2142114],"study_design_scores_gemma":[0.000005199692,0.00003469333,0.0004562444,0.000006112873,0.000008341836,0.00002660561,0.00001092267,0.979845,0.01816079,0.0005770131,0.0008555353,0.00001353621],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01621291,0.00009513837,0.9816234,0.0000419969,0.000009375824,0.0000213306,0.00008173768,0.001063528,0.0008505447],"genre_scores_gemma":[0.6478382,0.0003958941,0.3455505,0.0001070577,0.00002491952,0.0002050963,0.0008151137,0.0002919847,0.00477119],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003770762,"threshold_uncertainty_score":0.007497668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05909017988165265,"score_gpt":0.3215470121758621,"score_spread":0.2624568322942094,"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."}}