{"id":"W4226469182","doi":"10.4271/2022-01-0697","title":"Microprocessor Execution Time and Memory Use for Battery State of Charge Estimation Algorithms","year":2022,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Microprocessor; Computer science; State (computer science); Battery (electricity); State of charge; Algorithm; Embedded system; Parallel computing; Power (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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005416207,0.0005323082,0.0007211063,0.0003796216,0.0003642548,0.00006517435,0.0007551694,0.000314028,0.0003389684],"category_scores_gemma":[0.0005882967,0.0005330764,0.0001972188,0.0007068786,0.0007085296,0.0006705051,0.0006441639,0.00108371,0.00002643125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004166967,"about_ca_system_score_gemma":0.00004461847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000108375,"about_ca_topic_score_gemma":0.0008351025,"domain_scores_codex":[0.9967537,0.00007518043,0.0008419317,0.0007981018,0.0007158166,0.0008152986],"domain_scores_gemma":[0.9980985,0.0005725155,0.000164182,0.0009025933,0.000101354,0.0001608492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002330743,0.0001391678,0.00001667549,0.0001703113,0.00004255118,0.00001437063,0.00002511812,0.002486497,0.9528953,0.0002368104,0.001966527,0.04177362],"study_design_scores_gemma":[0.002718264,0.004203732,0.9262038,0.0003195754,0.0001413757,0.0003000395,0.0001888902,0.0002627751,0.02441324,0.00653869,0.03256503,0.002144542],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881138,0.0005982013,0.0001407643,0.001629175,0.000199684,0.002354725,0.0009268287,0.004656885,0.001379926],"genre_scores_gemma":[0.9825823,0.0003430237,0.0147658,0.0002899815,0.00003098246,0.001146009,0.0001646187,0.0001557023,0.0005215504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9284821,"threshold_uncertainty_score":0.999712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01428195525144145,"score_gpt":0.2548789806663352,"score_spread":0.2405970254148938,"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."}}