{"id":"W2170858013","doi":"10.1109/vppc.2011.6043173","title":"Advanced design approach of power split device of plug-in hybrid electric vehicles using Dynamic Programming","year":2011,"lang":"en","type":"article","venue":"","topic":"Electric Vehicles and Infrastructure","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Plug-in; Automotive engineering; Computer science; Power (physics); Electric vehicle; Vehicle dynamics; Dynamic programming; Engineering; Algorithm","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":[],"consensus_categories":[],"category_scores_codex":[0.0001545767,0.0001723385,0.0002939048,0.0002136735,0.00001702173,0.000005901953,0.0001808621,0.00007414603,0.00002861323],"category_scores_gemma":[0.00001138059,0.0001597382,0.00005997343,0.0006292604,0.00002188873,0.0001512552,0.00001904836,0.0001762543,8.346054e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007637536,"about_ca_system_score_gemma":0.0000321133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005547051,"about_ca_topic_score_gemma":0.000003303619,"domain_scores_codex":[0.9989219,0.00002557185,0.0003879039,0.000175086,0.0001384446,0.0003510428],"domain_scores_gemma":[0.9996037,0.00002867906,0.00007775897,0.0001930307,0.00005280367,0.00004402002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001468875,0.0002693313,0.008755762,0.0006744144,0.0001469378,0.00001482561,0.0009646417,0.1429105,0.5486711,0.001764752,0.00002202936,0.2956589],"study_design_scores_gemma":[0.0004681071,0.0001607353,0.01305776,0.0000526099,0.00002512847,0.00002687812,0.0001067538,0.6600654,0.3252807,0.0004510818,0.00002823652,0.0002765469],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8631835,0.0007685532,0.1338409,7.419181e-7,0.00002501365,0.0002802124,0.000001104407,0.00008175319,0.001818252],"genre_scores_gemma":[0.8091875,0.00002369364,0.1907324,0.000004451856,0.000004055499,0.000006529204,0.000001440099,0.00003075247,0.000009191677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.517155,"threshold_uncertainty_score":0.6513934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01561389854405259,"score_gpt":0.2121222827946623,"score_spread":0.1965083842506097,"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."}}