{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002896418,0.0003967098,0.0002401453,0.0008176395,0.002389902,0.002261486,0.0008280389,0.0004883545,0.006127289],"category_scores_gemma":[0.0007811342,0.000195529,0.0005293862,0.002092714,0.0005271274,0.0007540887,0.0008606415,0.0006737704,0.0003570227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05305683,"about_ca_system_score_gemma":0.04888322,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9971686,"about_ca_topic_score_gemma":0.9989109,"domain_scores_codex":[0.9994261,0.00002963757,0.00001066148,0.00004524023,0.0001896635,0.0002987989],"domain_scores_gemma":[0.9993206,0.00003080918,0.00003173313,0.00001528461,0.0004964943,0.0001051241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009092129,0.0003231413,0.5504124,0.0006091538,0.0004515167,0.003598638,0.002158979,0.1569016,0.006631656,0.05013805,0.06225234,0.1656134],"study_design_scores_gemma":[0.00007453538,0.0001575084,0.7829605,0.0003664819,0.0002301683,0.0006048365,0.01790822,0.08164801,0.002954853,0.004996304,0.1078757,0.000222903],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.932055,0.001745621,0.0009417927,0.002829535,0.00004287041,0.00005475011,0.008853874,0.00005808138,0.05341852],"genre_scores_gemma":[0.9827334,0.001000353,0.0003908034,0.0001208667,0.000003507836,0.00001295805,0.002166024,0.00001139592,0.01356065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05305683,"threshold_uncertainty_score":0.3849561,"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."}}