{"id":"W2028232312","doi":"10.1109/vppc.2011.6042973","title":"Introduction to advanced automotive batteries","year":2011,"lang":"en","type":"article","venue":"","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Chrysler (Canada)","funders":"","keywords":"Battery (electricity); Sizing; Automotive battery; Automotive industry; Durability; Automotive engineering; Computer science; Engineering; Manufacturing engineering; Aerospace engineering","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":[0.0003756414,0.0008838216,0.0004643974,0.001410297,0.0007221915,0.00138676,0.0008623411,0.001165841,0.03014053],"category_scores_gemma":[0.0006735165,0.0003775805,0.0005890488,0.001617953,0.0004677846,0.002183884,0.001108063,0.002639548,0.02560397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005172362,"about_ca_system_score_gemma":0.0004806978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005323371,"about_ca_topic_score_gemma":0.0008005137,"domain_scores_codex":[0.9997337,0.00003145012,0.00002512346,0.00005814845,0.0001239319,0.00002760162],"domain_scores_gemma":[0.9996355,0.00008149733,0.00001522185,0.0000278512,0.0002027916,0.00003708445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009517916,0.0001571707,0.0006227199,0.00193187,0.00003113045,0.0004848018,0.0002435532,0.001415084,0.008809672,0.152841,0.3768534,0.4565144],"study_design_scores_gemma":[0.00000141147,0.00002701624,0.000132066,0.000114076,0.000002256479,0.0002817437,0.00001727841,0.00009638923,0.0003360077,0.01122725,0.987758,0.000006359463],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.003431179,0.4573268,0.07046483,0.01298354,0.04478918,0.0002727427,0.002058107,0.0009850087,0.4076886],"genre_scores_gemma":[0.0263242,0.3738719,0.03018678,0.01234194,0.02485916,0.00031649,0.001977824,0.0004172337,0.5297046],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03014053,"threshold_uncertainty_score":0.1008301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01721133335811292,"score_gpt":0.2472751646040767,"score_spread":0.2300638312459638,"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."}}