{"id":"W3033923481","doi":"10.1155/2020/8498561","title":"Traffic Equilibrium for Mixed Traffic Flows of Human-Driven Vehicles and Connected and Autonomous Vehicles in Transportation Networks under Tradable Credit Scheme","year":2020,"lang":"en","type":"article","venue":"Journal of Advanced Transportation","topic":"Traffic control and management","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Software deployment; Variational inequality; Penetration rate; Penetration (warfare); Computer science; Mathematical optimization; Simulation; Operations research; Automotive engineering; Engineering; Mathematics","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":[0.001209536,0.0006895485,0.0006593016,0.0007855885,0.0006274442,0.001666405,0.001212042,0.001366336,0.003582237],"category_scores_gemma":[0.00465401,0.0004407949,0.001083306,0.0005375815,0.001427173,0.002358668,0.001152715,0.001177904,0.0001803586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002347787,"about_ca_system_score_gemma":0.001409882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01785071,"about_ca_topic_score_gemma":0.01032004,"domain_scores_codex":[0.9993405,0.0002392615,0.00002003146,0.0001218803,0.0001006028,0.0001778507],"domain_scores_gemma":[0.9986915,0.0006984344,0.0002192287,0.00003631295,0.0002358906,0.0001187544],"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":[0.00008329377,0.00004588628,0.001706701,0.00006001903,0.00002792028,0.0002827043,0.00007911519,0.8758625,0.001044103,0.1159034,0.0007008903,0.004203448],"study_design_scores_gemma":[0.00000690055,0.00001635398,0.0001570461,0.000004558141,0.000004981593,0.00001743953,0.00003717865,0.9872209,0.00008147792,0.01226635,0.0001809231,0.000005760503],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3103599,0.0006311371,0.6731799,0.0008607854,0.0001041607,0.0001100275,0.0002707626,0.000107898,0.0143754],"genre_scores_gemma":[0.9836839,0.0002356503,0.01050011,0.00004439459,0.00002336902,0.00007021132,0.00009036815,0.00001910533,0.005332856],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01785071,"threshold_uncertainty_score":0.03549361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01108347030994073,"score_gpt":0.2162893207942495,"score_spread":0.2052058504843088,"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."}}