{"id":"W2186505336","doi":"","title":"Battery Management System For Electric Vehicle Applications","year":2011,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Electric vehicle; Management system; Computer science; Business; Engineering; Operations management; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001399062,0.0004247212,0.0003273723,0.0004013113,0.0005414065,0.0008807397,0.0008256818,0.0005436174,0.02164633],"category_scores_gemma":[0.0003745961,0.000132125,0.0002155027,0.0004629494,0.0000967538,0.001104741,0.0003668222,0.0004082966,0.006915366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003930192,"about_ca_system_score_gemma":0.0004815393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001653845,"about_ca_topic_score_gemma":0.001798443,"domain_scores_codex":[0.9998736,0.00001914402,0.00001315236,0.00002152441,0.00006104578,0.00001150976],"domain_scores_gemma":[0.9998571,0.00001374228,0.000008358496,0.0000194742,0.00009492291,0.000006526573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004818425,0.0002803051,0.002819859,0.001276017,0.00006912665,0.0007082181,0.0003580084,0.03350586,0.0983761,0.0318688,0.1208428,0.709413],"study_design_scores_gemma":[0.0001397859,0.0006956853,0.003434187,0.0002815213,0.0001369276,0.001164418,0.0002349614,0.2914613,0.06387162,0.01258531,0.6258981,0.00009614274],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05948583,0.006492618,0.7135856,0.002323836,0.001910227,0.0007930391,0.002273013,0.02589645,0.1872393],"genre_scores_gemma":[0.816142,0.004103883,0.0500412,0.000811552,0.0004238857,0.0005454794,0.002484297,0.0003047427,0.1251431],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02164633,"threshold_uncertainty_score":0.07241416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02564053183951664,"score_gpt":0.2169175731409181,"score_spread":0.1912770413014015,"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."}}