{"id":"W2178774972","doi":"10.1061/9780784479292.305","title":"An Eco-Driving Speed Guidance Strategy for Buses with Bus Only Lane: Validated by Both Simulator and Field Experiments","year":2015,"lang":"en","type":"article","venue":"","topic":"Vehicle emissions and performance","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care","funders":"","keywords":"Driving simulator; Intersection (aeronautics); Fuel efficiency; Simulation; Automotive engineering; Computer science; Field (mathematics); Engineering; Transport engineering","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":[0.0003350874,0.0007239559,0.0003391113,0.0004397282,0.0002317925,0.000278964,0.0006015004,0.0004451582,0.0009447131],"category_scores_gemma":[0.0004842976,0.0001245013,0.0001983979,0.0001887534,0.0002462798,0.0003615383,0.0002891121,0.0002684475,0.0002108262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000284333,"about_ca_system_score_gemma":0.0004869693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006106258,"about_ca_topic_score_gemma":0.007285208,"domain_scores_codex":[0.9997789,0.00003902716,0.00001102989,0.00003745897,0.00008406136,0.00004952096],"domain_scores_gemma":[0.9995553,0.00007462657,0.00005358832,0.00005072595,0.0002198513,0.0000458694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001620829,0.002970539,0.02963201,0.001180873,0.0001319335,0.0004750033,0.0008312782,0.4180859,0.426593,0.001927313,0.002640751,0.1139107],"study_design_scores_gemma":[0.0002070765,0.008504932,0.02333592,0.00003619492,0.0001212013,0.0001376113,0.0007435692,0.7837417,0.1791357,0.0004365727,0.003512551,0.00008698051],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699798,0.00007942446,0.02700544,0.0000459546,0.00002930371,0.0001237276,0.0001634183,0.0004175309,0.002155486],"genre_scores_gemma":[0.9940047,0.00004853556,0.005046111,0.00000648014,0.000002168043,0.00005125712,0.00009961511,0.000007209697,0.0007339094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006106258,"threshold_uncertainty_score":0.01214141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02797996992717573,"score_gpt":0.2879157478478915,"score_spread":0.2599357779207158,"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."}}