{"id":"W3207210464","doi":"10.1109/icra48506.2021.9561464","title":"The Effect of Input Signals Time-Delay on Stabilizing Traffic with Autonomous Vehicles","year":2021,"lang":"en","type":"article","venue":"","topic":"Traffic control and management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; University of Waterloo","funders":"","keywords":"String (physics); Stability (learning theory); Control theory (sociology); Computer science; Vehicle dynamics; Simulation; Engineering; Automotive engineering; Control (management); Mathematics; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0003371165,0.0004890176,0.0002115955,0.0002305397,0.0003021173,0.0004918149,0.0003913446,0.0004274391,0.0009339819],"category_scores_gemma":[0.002417012,0.0001337012,0.000196169,0.0001446213,0.0004953846,0.0006187288,0.0004290649,0.0003312193,0.00006064001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004535292,"about_ca_system_score_gemma":0.0003892326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002908796,"about_ca_topic_score_gemma":0.001908681,"domain_scores_codex":[0.9997923,0.00004187475,0.000008231108,0.00004633967,0.00005958377,0.00005176481],"domain_scores_gemma":[0.9983504,0.001091709,0.0002419664,0.00007120945,0.0001920223,0.00005277046],"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":[0.0003395851,0.00005939451,0.002216631,0.0001948617,0.00003271888,0.0003156018,0.0001635095,0.9299256,0.0353809,0.01430422,0.0001689024,0.01689805],"study_design_scores_gemma":[0.00001582621,0.0003327301,0.001273661,0.00001006611,0.00002716348,0.00005393481,0.00007555435,0.9806767,0.01392113,0.003148229,0.0004543978,0.00001064845],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7606811,0.0004891154,0.2322551,0.0001479158,0.00006894919,0.00002676227,0.00005966703,0.0001273412,0.006144106],"genre_scores_gemma":[0.9981225,0.00008812179,0.001476262,0.000005529105,0.000005393452,0.000004863344,0.000006970565,0.00000338028,0.0002869885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002908796,"threshold_uncertainty_score":0.005783796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003546574973692944,"score_gpt":0.1787737111788548,"score_spread":0.1752271362051618,"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."}}