{"id":"W2002752808","doi":"10.1002/atr.5670370105","title":"Discharge headway at signalized intersections in Hong Kong","year":2003,"lang":"en","type":"article","venue":"Journal of Advanced Transportation","topic":"Traffic Prediction and Management Techniques","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Headway; Queue; Transport engineering; Environmental science; Engineering; Simulation; Computer science","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":[0.0003962429,0.0002524795,0.0004518593,0.0008639202,0.0005548183,0.0009762089,0.0004730154,0.0002146011,0.000725947],"category_scores_gemma":[0.0008977986,0.0002136375,0.0002734269,0.001322019,0.0004939493,0.0003350251,0.0007045198,0.0001736443,0.0001468494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001930724,"about_ca_system_score_gemma":0.001113961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2663008,"about_ca_topic_score_gemma":0.2443029,"domain_scores_codex":[0.9995764,0.00007980252,0.00003452542,0.00009115421,0.0001048465,0.0001132582],"domain_scores_gemma":[0.9989765,0.0001924692,0.000181458,0.00007649635,0.0004605408,0.0001125547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004680618,0.00008348493,0.9755188,0.00005351036,0.0001591286,0.001012119,0.001311401,0.01059089,0.002019396,0.0001488002,0.0003456944,0.008288769],"study_design_scores_gemma":[0.00001032614,0.00008092543,0.9939866,0.000005567488,0.00002630574,0.00005072218,0.001080208,0.003792548,0.0006356362,0.0000178095,0.000299263,0.00001392992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995221,0.00001296394,0.000080846,0.000002303273,0.000001009945,0.000003168556,0.0002136354,0.000005331294,0.0001588863],"genre_scores_gemma":[0.9992429,0.00001745256,0.00007349195,0.000001691362,5.466367e-7,0.000004793136,0.0004131024,0.000001185683,0.0002448251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2663008,"threshold_uncertainty_score":0.5295014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006082149571807444,"score_gpt":0.2211868545018233,"score_spread":0.2151047049300159,"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."}}