{"id":"W4210590506","doi":"10.3390/vehicles4010007","title":"Shared Automated Electric Vehicle Prospects for Low Carbon Road Transportation in British Columbia, Canada","year":2022,"lang":"en","type":"article","venue":"Vehicles","topic":"Transportation and Mobility Innovations","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Electrification; Automation; Transport engineering; Environmental economics; Electric vehicle; Energy (signal processing); Engineering; Electricity; Economics; Electrical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007826535,0.00006692734,0.0001225339,0.00005942432,0.0001142372,0.00004694062,0.00008775844,0.00003157704,0.00005644731],"category_scores_gemma":[0.00000759709,0.0001341247,0.00002638296,0.0007081835,0.000006644151,0.00006562749,0.000001569755,0.0001288182,2.605786e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002835056,"about_ca_system_score_gemma":0.0002018008,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6889305,"about_ca_topic_score_gemma":0.992393,"domain_scores_codex":[0.9991543,0.00001071722,0.0002847071,0.0001623626,0.0001736895,0.0002142572],"domain_scores_gemma":[0.9997765,0.00001986803,0.0000281279,0.0000909922,0.00004786191,0.0000365847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004436038,0.0004492087,0.5849717,0.0006744186,0.0001312874,0.0001480417,0.00161942,0.2477049,0.1102698,0.0002279503,0.0152972,0.03846171],"study_design_scores_gemma":[0.0006435948,0.0000266684,0.8392045,0.00001122883,0.000007823223,0.000001334238,0.0001303742,0.1582355,0.0007313616,0.00005616889,0.0008019005,0.0001495921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980426,0.0001010315,0.00002017603,0.000062873,0.000152796,0.0005606734,0.0004692643,0.0005303848,0.00006018084],"genre_scores_gemma":[0.9986346,0.000003787588,0.00007729376,0.00007555972,0.00001364971,0.0005864672,0.0005094816,0.0000279773,0.000071152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3034625,"threshold_uncertainty_score":0.5469446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004715734943976558,"score_gpt":0.1817848947327948,"score_spread":0.1770691597888183,"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."}}