{"id":"W2149679804","doi":"10.1109/vppc.2009.5289796","title":"A simulation study of the impact of driving patterns and driver behavior on fuel economy of hybrid transit buses","year":2009,"lang":"en","type":"article","venue":"","topic":"Electric and Hybrid Vehicle Technologies","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Automotive engineering; Fuel efficiency; Transit (satellite); Hybrid vehicle; Vehicle dynamics; Computer science; Engineering; Power (physics); Simulation; Public transport; Transport 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":[0.0003295791,0.0005214715,0.000421799,0.000360919,0.0003277652,0.0003875825,0.0004873305,0.000619116,0.001889272],"category_scores_gemma":[0.001240709,0.0002650349,0.0005353821,0.0003357867,0.0003082546,0.0004488602,0.0002583343,0.0004493941,0.0001289178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007140933,"about_ca_system_score_gemma":0.0006434917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02315947,"about_ca_topic_score_gemma":0.01430071,"domain_scores_codex":[0.9998696,0.0000502787,0.00000555157,0.00001745874,0.00002393538,0.00003314515],"domain_scores_gemma":[0.9990939,0.0006134631,0.00007073887,0.00005029242,0.0001161545,0.00005544193],"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":[0.0001582851,0.0001873611,0.005522392,0.00002084722,0.00002964231,0.00007686212,0.0000418211,0.9906768,0.001116953,0.0004269324,0.0001383848,0.00160386],"study_design_scores_gemma":[0.00003924527,0.0002447579,0.002154366,0.000002982292,0.00001738046,0.00001672944,0.00004346568,0.9962041,0.0009473354,0.0001590227,0.0001627241,0.000007967096],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934324,0.000025604,0.004137657,0.00005021456,0.000006788327,0.00003234859,0.0002307831,0.00004796206,0.002036362],"genre_scores_gemma":[0.9977466,0.00003970821,0.001344777,0.000008958342,0.000002231369,0.00002939555,0.0001902752,0.00000721112,0.0006307861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02315947,"threshold_uncertainty_score":0.04604936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01121751719018999,"score_gpt":0.2451878445554996,"score_spread":0.2339703273653096,"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."}}