{"id":"W4206601630","doi":"10.1155/2021/2958647","title":"Evolutionary Dynamics of Mandatory Lane Changing for Bus Exiting","year":2021,"lang":"en","type":"article","venue":"Journal of Advanced Transportation","topic":"Traffic control and management","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities; Ministry of Education of the People's Republic of China; National Natural Science Foundation of China","keywords":"Local bus; Public transport; Computer science; Vehicle dynamics; Transport engineering; Engineering; Automotive engineering; System bus; Control bus","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":[0.000613326,0.0002688358,0.0003660657,0.000449814,0.0007997451,0.0009464975,0.0006501423,0.0008262832,0.003792166],"category_scores_gemma":[0.003893829,0.0001888146,0.0004732181,0.0002520636,0.0008065035,0.00100571,0.0007847415,0.0006091537,0.0001758547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008852159,"about_ca_system_score_gemma":0.0006512143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008266893,"about_ca_topic_score_gemma":0.006699435,"domain_scores_codex":[0.9996409,0.0001373597,0.000008918099,0.00006521172,0.00005174725,0.00009580657],"domain_scores_gemma":[0.9992218,0.0003233476,0.0001590147,0.00003024032,0.00009895573,0.0001666345],"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":[0.0001939031,0.0001817782,0.0427387,0.0001194521,0.0001377529,0.001576702,0.00194056,0.6561884,0.01038531,0.2566493,0.002914385,0.02697369],"study_design_scores_gemma":[0.00001836491,0.0000645277,0.006722014,0.00001241317,0.0000287979,0.0001592043,0.0008295765,0.9585214,0.0003556017,0.03186603,0.001391851,0.00003031563],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9293478,0.0001539535,0.05606422,0.0006561092,0.00002647686,0.00003386674,0.00008830948,0.00003035587,0.01359884],"genre_scores_gemma":[0.994247,0.0000625723,0.002877997,0.0000313747,0.000003340853,0.0000197376,0.00003589601,0.000004639196,0.002717539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008266893,"threshold_uncertainty_score":0.01643753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004615097952843121,"score_gpt":0.2037620417788652,"score_spread":0.1991469438260221,"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."}}