{"id":"W4308544908","doi":"10.3390/su142114100","title":"A Review on Intelligent Energy Management Systems for Future Electric Vehicle Transportation","year":2022,"lang":"en","type":"review","venue":"Sustainability","topic":"Electric Vehicles and Infrastructure","field":"Engineering","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Intelligent transportation system; Smart grid; Computer security; Energy management; Electric vehicle; Computer science; Control (management); Order (exchange); Risk analysis (engineering); Systems engineering; Transport engineering; Energy (signal processing); Engineering; Business; Artificial intelligence; Electrical 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":[0.0005914808,0.0009077689,0.0007192526,0.00214111,0.0003607675,0.001433155,0.0008274809,0.001256798,0.009378665],"category_scores_gemma":[0.001175303,0.0003412841,0.0007165973,0.00308105,0.00028499,0.00207103,0.0006371199,0.001093145,0.003511248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000613759,"about_ca_system_score_gemma":0.0015729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001465479,"about_ca_topic_score_gemma":0.002014081,"domain_scores_codex":[0.9996496,0.00006235395,0.00005589415,0.0000597222,0.0001440955,0.00002834312],"domain_scores_gemma":[0.9992829,0.0003681708,0.00007219348,0.00002408533,0.0002236562,0.00002894946],"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":[0.00003140885,0.00005986655,0.000266265,0.01596941,0.00007115588,0.000179968,0.0001211972,0.00109462,0.001216053,0.0173945,0.04771451,0.915881],"study_design_scores_gemma":[0.000002630662,0.0000382966,0.0003780144,0.003883945,0.00006165842,0.0003043899,0.00006386191,0.0002799496,0.0002888846,0.00274483,0.9919392,0.00001429787],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003808056,0.9834117,0.002581989,0.0009595522,0.0008674831,0.00002856816,0.00008196244,0.00004225959,0.01164554],"genre_scores_gemma":[0.002960528,0.9900428,0.002279883,0.0004648752,0.0005162237,0.0000240137,0.0001356854,0.00001019955,0.003565908],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009378665,"threshold_uncertainty_score":0.03137475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01104592498799536,"score_gpt":0.2614171653857488,"score_spread":0.2503712403977534,"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."}}