{"id":"W4312256773","doi":"10.1109/sefet55524.2022.9909078","title":"Integrated Utility-Transit Model for a Comprehensive Transition Plan for Battery-Electric Bus Fleets","year":2022,"lang":"en","type":"article","venue":"2022 IEEE 2nd International Conference on Sustainable Energy and Future Electric Transportation (SeFeT)","topic":"Electric Vehicles and Infrastructure","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Qatar National Research Fund","keywords":"Electrification; Purchasing; Public transport; Sizing; Plan (archaeology); Operations research; Battery (electricity); Computer science; Transit (satellite); Transport engineering; Electricity; Engineering; Operations management; 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":[0.00087516,0.001181161,0.001349367,0.0009108906,0.0007575733,0.001799372,0.001810219,0.002246609,0.01332493],"category_scores_gemma":[0.001278085,0.0009411313,0.001356905,0.001014224,0.0007120377,0.001105534,0.001214146,0.001801968,0.0007992614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002567935,"about_ca_system_score_gemma":0.002721005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0556313,"about_ca_topic_score_gemma":0.04049307,"domain_scores_codex":[0.9995327,0.0001416139,0.00001635593,0.00008528493,0.00007052174,0.0001535886],"domain_scores_gemma":[0.9995486,0.0002083566,0.00006537094,0.00001373907,0.0001047045,0.00005916275],"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":[0.00002604895,0.00001011008,0.0001109699,0.00000945936,0.000005777739,0.00005061196,0.000009809537,0.9969136,0.00008153799,0.002013453,0.0001632983,0.0006053688],"study_design_scores_gemma":[0.00001013981,0.00001331163,0.00005982531,0.000003251906,0.000006015619,0.000006600385,0.00001512857,0.9990861,0.00002793661,0.0005549784,0.000213454,0.000003198169],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2006905,0.0009252842,0.7237059,0.001348391,0.000184371,0.0004790924,0.002974561,0.0007952792,0.06889669],"genre_scores_gemma":[0.9552546,0.0002708541,0.02097548,0.00007753997,0.000025377,0.0003300001,0.0007555989,0.00006879179,0.02224188],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0556313,"threshold_uncertainty_score":0.110615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01397928039947408,"score_gpt":0.2192002905338626,"score_spread":0.2052210101343886,"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."}}