{"id":"W2754998392","doi":"10.1155/2017/4695975","title":"Differences in Energy Consumption in Electric Vehicles: An Exploratory Real-World Study in Beijing","year":2017,"lang":"en","type":"article","venue":"Journal of Advanced Transportation","topic":"Vehicle emissions and performance","field":"Engineering","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Oxford","keywords":"Beijing; Energy consumption; Context (archaeology); Transport engineering; Efficient energy use; Driving cycle; Driving range; Consumption (sociology); Automotive engineering; Range (aeronautics); Environmental economics; Energy (signal processing); Environmental science; Computer science; Electric vehicle; Engineering; China; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003360618,0.0003458961,0.000451931,0.0007814212,0.0006198068,0.0005445298,0.0004349795,0.0004970349,0.0007767696],"category_scores_gemma":[0.0005770219,0.0002903969,0.0003894397,0.001380822,0.0005901322,0.00062432,0.0005985789,0.0002833139,0.0002412652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001591567,"about_ca_system_score_gemma":0.0003261359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04651995,"about_ca_topic_score_gemma":0.08105662,"domain_scores_codex":[0.9996892,0.00008292971,0.00002323301,0.0000839271,0.00004924414,0.00007152923],"domain_scores_gemma":[0.9996885,0.00006281453,0.00007672452,0.00004114177,0.0000517429,0.00007906466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001859428,0.0004968526,0.9844525,0.00002844889,0.0001237197,0.0006983,0.004977207,0.0007461412,0.003124932,0.00007787897,0.000186657,0.004901342],"study_design_scores_gemma":[0.00000269799,0.00007917725,0.9968507,0.000001387905,0.000009339343,0.00005577348,0.002245362,0.000520216,0.0001117053,0.00001167123,0.0001067219,0.000005374889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998411,0.000005568252,0.00002179107,0.000005100932,2.165768e-7,0.000003585451,0.00004760383,9.213741e-7,0.0000741832],"genre_scores_gemma":[0.9995591,0.00001797932,0.00004339375,0.000005321271,0.000001007201,0.00001028269,0.0002014798,0.00000138929,0.0001600459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04651995,"threshold_uncertainty_score":0.09249836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02540546487221877,"score_gpt":0.2790238891713138,"score_spread":0.253618424299095,"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."}}