{"id":"W2980155922","doi":"10.1049/iet-its.2019.0289","title":"Development of platoon‐based actuated signal control systems to coordinated intersections: application in corridors in Houston","year":2019,"lang":"en","type":"article","venue":"IET Intelligent Transport Systems","topic":"Traffic control and management","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Texas Department of Transportation","keywords":"Platoon; SIGNAL (programming language); Traffic signal; Computer science; Control (management); Control system; Transport engineering; Highway system; Engineering; Control engineering; Real-time computing; Electrical engineering; 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":[0.0001841846,0.0003627482,0.0001845298,0.0001586191,0.0001975301,0.0002548936,0.0004808719,0.0002035975,0.001255187],"category_scores_gemma":[0.0002303264,0.0000907689,0.0001714365,0.0001023998,0.0002436462,0.0001918037,0.0002878771,0.000264418,0.0001280946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003219929,"about_ca_system_score_gemma":0.0005414003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003377468,"about_ca_topic_score_gemma":0.002807697,"domain_scores_codex":[0.9998775,0.00002064666,0.000004745677,0.00003032818,0.00004026042,0.00002646666],"domain_scores_gemma":[0.9998834,0.00001810433,0.0000179101,0.00002054518,0.00003933234,0.00002071594],"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":[0.0002541429,0.0002662493,0.003181836,0.0002075627,0.00005780091,0.0005198878,0.0003759594,0.5388697,0.2507184,0.007252583,0.001312262,0.1969837],"study_design_scores_gemma":[0.00003287767,0.0006960714,0.001580932,0.00000793885,0.00001462653,0.00007240994,0.00006391624,0.9279755,0.06383341,0.0003933942,0.005311326,0.00001762368],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.335707,0.0001263099,0.6563647,0.000104225,0.00007866188,0.0002115758,0.00007158107,0.00197335,0.005362569],"genre_scores_gemma":[0.933521,0.00005022729,0.06434799,0.00001984743,0.00000836141,0.00006453619,0.00003928618,0.00002178787,0.001927037],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003377468,"threshold_uncertainty_score":0.006715596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00923928534487795,"score_gpt":0.199087574341477,"score_spread":0.1898482889965991,"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."}}