{"id":"W2478246558","doi":"10.1049/pbpo074e_ch14","title":"Automotive energy systems","year":2015,"lang":"en","type":"book-chapter","venue":"Institution of Engineering and Technology eBooks","topic":"Electric Vehicles and Infrastructure","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Renewable energy; Wind power; Market penetration; Grid; Automotive engineering; Predictability; Computer science; Environmental economics; Electrical engineering; Business; Reliability engineering; Engineering; Economics","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":[0.0005713116,0.001016439,0.0005675725,0.00191486,0.001241997,0.002983717,0.001341926,0.001268781,0.2276355],"category_scores_gemma":[0.000906989,0.0003029405,0.0007026296,0.002073916,0.0002205689,0.001734147,0.002084606,0.0007504162,0.1589628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001146085,"about_ca_system_score_gemma":0.001347809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006029798,"about_ca_topic_score_gemma":0.004829627,"domain_scores_codex":[0.9992172,0.00007059299,0.00004074068,0.000136132,0.0004302256,0.0001051732],"domain_scores_gemma":[0.9994485,0.00002450179,0.0000167974,0.00008156987,0.0003931499,0.00003552072],"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":[0.0002627565,0.0001321693,0.002239215,0.0006206083,0.00005532836,0.0002968762,0.0001431447,0.004697451,0.005158484,0.039969,0.4605545,0.4858706],"study_design_scores_gemma":[0.00002382725,0.00006260707,0.001225544,0.00008272862,0.00001290451,0.0001253311,0.00008747555,0.003020976,0.001938353,0.003523332,0.9898791,0.00001773569],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0067823,0.004584042,0.02953745,0.001987882,0.003015314,0.0004466911,0.01248147,0.005777493,0.9353874],"genre_scores_gemma":[0.127996,0.005373055,0.01103763,0.001370624,0.0005601186,0.00038647,0.03050621,0.0007296147,0.8220403],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2276355,"threshold_uncertainty_score":0.7615166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006615504651486607,"score_gpt":0.1691401184798344,"score_spread":0.1625246138283478,"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."}}