{"id":"W2891494901","doi":"10.1155/2018/9876598","title":"Effects of Users’ Bounded Rationality on a Traffic Network Performance: A Simulation Study","year":2018,"lang":"en","type":"article","venue":"Journal of Advanced Transportation","topic":"Transportation Planning and Optimization","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"H2020 European Research Council; National Natural Science Foundation of China; European Commission","keywords":"Bounded rationality; Bounded function; Benchmark (surveying); Inflow; Computer science; Monte Carlo method; Mathematical optimization; Mathematics; Physics","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":[0.002731107,0.0005463452,0.000632327,0.0007863246,0.000581167,0.0009862826,0.001085598,0.001043616,0.001558175],"category_scores_gemma":[0.01276413,0.0003218787,0.0006537882,0.0007657384,0.001421337,0.001329459,0.0009951058,0.001231842,0.00008295185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001766166,"about_ca_system_score_gemma":0.001080243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01890157,"about_ca_topic_score_gemma":0.009908448,"domain_scores_codex":[0.9984213,0.0009159341,0.00004600445,0.0001236093,0.0001747366,0.0003183314],"domain_scores_gemma":[0.9820128,0.0140173,0.001396341,0.001068694,0.001006737,0.0004980035],"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":[0.0001160924,0.0001438823,0.004196272,0.00002463334,0.00003055961,0.00008831085,0.00008422566,0.9868471,0.0007354211,0.006128659,0.0001766794,0.001428153],"study_design_scores_gemma":[0.0000230145,0.0001016594,0.001058597,0.000006228162,0.00001534976,0.00001737283,0.00009489404,0.9966686,0.0004919172,0.001406047,0.000105034,0.00001118351],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834748,0.00009453554,0.01255482,0.0001959209,0.00001118675,0.00005440739,0.0001136624,0.00004247763,0.003458196],"genre_scores_gemma":[0.9980215,0.00003692165,0.001667157,0.00001344636,0.00000188458,0.00002238847,0.00002820552,0.000004398524,0.0002040057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01890157,"threshold_uncertainty_score":0.03758305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01422949992796271,"score_gpt":0.3107424478704727,"score_spread":0.2965129479425099,"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."}}