{"id":"W2904792324","doi":"10.1016/j.energy.2018.12.066","title":"Autonomous connected electric vehicle (ACEV)-based car-sharing system modeling and optimal planning: A unified two-stage multi-objective optimization methodology","year":2018,"lang":"en","type":"article","venue":"Energy","topic":"Transportation and Mobility Innovations","field":"Engineering","cited_by":73,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"China Scholarship Council; National Natural Science Foundation of China","keywords":"Flexibility (engineering); Electric vehicle; Service (business); Range (aeronautics); Computer science; Crowds; Transport engineering; Automotive engineering; Operations research; Engineering; Computer security; Business","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":[0.000195709,0.000164774,0.0002055931,0.0002487633,0.000140864,0.00003393821,0.00008834354,0.0001111573,0.00001732656],"category_scores_gemma":[0.0000381802,0.0001881173,0.00003038212,0.0004647942,0.00003135852,0.000107374,0.000009919216,0.0001220635,0.000001484426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001274379,"about_ca_system_score_gemma":0.00004899997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004127943,"about_ca_topic_score_gemma":0.0001658086,"domain_scores_codex":[0.9990356,0.00005891599,0.0003015778,0.0002772037,0.00007732853,0.0002493716],"domain_scores_gemma":[0.999445,0.00008997762,0.00004916836,0.0001796872,0.0001698494,0.00006633515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002381874,0.00001508359,0.0001758169,0.00002887323,0.00004527013,0.000004232571,0.000562244,0.9757231,0.01633948,0.006917146,0.000002643305,0.0001622713],"study_design_scores_gemma":[0.0009835631,0.00004935818,0.0002274701,0.00002341725,0.00002716295,0.000003394541,0.0004942773,0.9823506,0.01558074,0.000006139313,0.0000635188,0.0001903443],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3590967,0.00005250196,0.6398505,0.000008354601,0.0001645518,0.00007717209,0.000007897717,0.0004816927,0.0002605729],"genre_scores_gemma":[0.9443052,0.000002320723,0.05535949,0.00004252552,0.00006163755,0.00004932756,0.00007955635,0.00003773289,0.00006216171],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5852085,"threshold_uncertainty_score":0.7671199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0479837353548093,"score_gpt":0.2812157371039533,"score_spread":0.233232001749144,"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."}}