{"id":"W4415555235","doi":"10.1007/978-3-031-95115-2_14","title":"Impact of Freight Signal Priority on Left Turning Movements in Urban Movements in Urban Arterial Roads","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Traffic and Road Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brampton Civic Hospital; York University","funders":"","keywords":"VisSim; Travel time; Baseline (sea); Traffic speed; Traffic congestion; Arrival time; SIGNAL (programming language)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002264554,0.0008834624,0.001059625,0.001207638,0.00002344758,0.00002995059,0.0003888261,0.0008441395,0.0002796462],"category_scores_gemma":[0.00006992505,0.0009099173,0.0002887773,0.000227199,0.00002714663,0.0001091276,0.0001012607,0.001791967,0.000005684803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00113911,"about_ca_system_score_gemma":0.00009895026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000114445,"about_ca_topic_score_gemma":0.0009284302,"domain_scores_codex":[0.9972932,0.00002094936,0.0009850941,0.0005660416,0.0004209177,0.0007138257],"domain_scores_gemma":[0.999052,0.0002397499,0.0001205178,0.0004550407,0.00002829438,0.0001043749],"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":[0.00007079414,0.00005990875,0.0111782,0.0003973389,0.0001899404,0.00007046434,0.001262204,0.9816661,0.002051414,0.0001906406,0.00007622733,0.002786747],"study_design_scores_gemma":[0.01067959,0.0008281528,0.3183185,0.01784263,0.00009802432,0.00001337971,0.00001506101,0.6326945,0.005187279,0.002284914,0.006615596,0.005422312],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7043343,0.008716607,0.1130435,0.00005193126,0.009915907,0.005253623,0.0009778052,0.001938418,0.155768],"genre_scores_gemma":[0.9982971,0.0001050461,0.0002930711,0.00002050686,0.0003638697,0.00001639733,0.00009978587,0.0001525635,0.0006516416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3489716,"threshold_uncertainty_score":0.9993352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005692202969292335,"score_gpt":0.2060594920107301,"score_spread":0.2003672890414377,"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."}}