{"id":"W2126926642","doi":"10.1061/9780784413623.020","title":"Effect of Cutting Slope Angle on Aerodynamic Performance of High-Speed Trains","year":2014,"lang":"en","type":"article","venue":"","topic":"Aerodynamics and Fluid Dynamics Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care","funders":"Central South University; National Natural Science Foundation of China","keywords":"Crosswind; Train; Aerodynamics; Computational fluid dynamics; Derailment; Detached eddy simulation; Work (physics); Flow (mathematics); Wind tunnel; Environmental science; Marine engineering; Geology; Structural engineering; Aerospace engineering; Engineering; Mechanics; Mechanical engineering; Physics; Reynolds-averaged Navier–Stokes equations","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":[],"consensus_categories":[],"category_scores_codex":[0.0006459336,0.0001634222,0.0003290614,0.0001502485,0.00003290865,0.0000092404,0.0002320926,0.00008361739,0.00005117941],"category_scores_gemma":[0.00005238181,0.0001354441,0.00007768112,0.0002368485,0.00006745926,0.0000620248,0.00004175841,0.0001838233,0.00002131899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005129359,"about_ca_system_score_gemma":0.000008644824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004282644,"about_ca_topic_score_gemma":0.00004273199,"domain_scores_codex":[0.9989359,0.00005519253,0.000290916,0.0001580206,0.0002726279,0.0002873208],"domain_scores_gemma":[0.9993123,0.0002148451,0.00003844969,0.0003204302,0.00005166819,0.00006225032],"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":[0.0001325621,0.00006810699,0.00311808,0.001231592,0.00009736787,0.000001521447,0.000148483,0.584639,0.3179086,0.01226173,0.00009284336,0.08030017],"study_design_scores_gemma":[0.0004971341,0.0008563611,0.01132112,0.00005578603,0.000008255884,0.00000104801,0.000004625195,0.9710199,0.01606715,0.00001877415,0.00002482738,0.0001250633],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784526,0.00001376113,0.002930164,0.00001490679,0.0001200916,0.000171317,0.00001161693,0.00008827393,0.01819724],"genre_scores_gemma":[0.9990365,0.0000418688,0.0005271198,0.000006730579,0.00002859235,0.000004286951,0.00001724955,0.00004069573,0.0002969584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3863809,"threshold_uncertainty_score":0.5523252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004348905180969514,"score_gpt":0.2185621196887135,"score_spread":0.214213214507744,"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."}}