{"id":"W598722581","doi":"","title":"Optimize Signal Priority Strategy to Improve Transit Mobility","year":2011,"lang":"en","type":"article","venue":"18th ITS World CongressTransCoreITS AmericaERTICO - ITS EuropeITS Asia-Pacific","topic":"Transportation Planning and Optimization","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transit (satellite); Preemption; Intersection (aeronautics); VisSim; Transport engineering; Bus priority; SIGNAL (programming language); Public transport; Computer science; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003372605,0.0007028774,0.0004046221,0.0004536934,0.0001781203,0.0005690872,0.0004770106,0.0003409598,0.002935937],"category_scores_gemma":[0.001112883,0.0001654228,0.0002437257,0.0002860738,0.0001593626,0.0005981213,0.0003433789,0.0003105551,0.000285427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003827465,"about_ca_system_score_gemma":0.0007013271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001864246,"about_ca_topic_score_gemma":0.001835999,"domain_scores_codex":[0.9998185,0.00004585585,0.000007035294,0.00003727094,0.00003609441,0.00005520289],"domain_scores_gemma":[0.9997061,0.0001258952,0.00006132523,0.00001563065,0.00005571327,0.00003532005],"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":[0.0003867224,0.0002935595,0.001415701,0.0001759658,0.00004866187,0.0001160556,0.0000743245,0.8658661,0.01788155,0.009492381,0.001007694,0.1032412],"study_design_scores_gemma":[0.00003960184,0.0003538066,0.0004039257,0.000006930261,0.00002176645,0.00002738429,0.00003082507,0.9934412,0.003239884,0.001629932,0.0007997827,0.000004965126],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3463956,0.0005987677,0.637233,0.000292974,0.000073574,0.0001748088,0.00008132583,0.0006514541,0.01449851],"genre_scores_gemma":[0.9664699,0.000145445,0.0313929,0.00004037037,0.00001056055,0.00003025436,0.00004050029,0.00002946374,0.001840507],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002935937,"threshold_uncertainty_score":0.009821713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04111377852644457,"score_gpt":0.2841937372130507,"score_spread":0.2430799586866062,"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."}}