{"id":"W2028513462","doi":"10.1061/9780784413623.017","title":"Aerodynamic Effects of Ravine Wind to Pantograph of High-Speed Train Arriving and Leaving a Tunnel","year":2014,"lang":"en","type":"article","venue":"","topic":"Aerodynamics and Fluid Dynamics Research","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care","funders":"","keywords":"Pantograph; Aerodynamics; Aerodynamic force; Wind tunnel; Lift (data mining); Engineering; Marine engineering; High speed train; Crosswind; Structural engineering; Aerospace engineering; Mechanical engineering; Computer science","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":[0.0002322387,0.0003043805,0.0003598563,0.0002875882,0.0005898513,0.0004879118,0.0003028767,0.0006392883,0.001971249],"category_scores_gemma":[0.0005371204,0.0001639589,0.0005940135,0.0001745009,0.0003943502,0.0003562153,0.0003919978,0.0004153651,0.0001612754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002464569,"about_ca_system_score_gemma":0.0004511145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01029291,"about_ca_topic_score_gemma":0.006392375,"domain_scores_codex":[0.9998848,0.00001829573,0.000005221468,0.00001370595,0.00002730958,0.00005060393],"domain_scores_gemma":[0.9997843,0.00007536179,0.00002197971,0.00001642511,0.00003912591,0.00006288528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0006535218,0.0002669216,0.04305735,0.0001589981,0.00008040283,0.001473815,0.0004530778,0.8922764,0.05046123,0.00114518,0.0007745856,0.00919845],"study_design_scores_gemma":[0.00005748308,0.0006252361,0.04080876,0.0000158515,0.00003494764,0.0001124123,0.0006382929,0.9519599,0.00494286,0.0002218961,0.0005356342,0.00004684582],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957312,0.0000294232,0.002266756,0.00002846126,0.00002819936,0.00001452141,0.0000713019,0.00004355926,0.001786517],"genre_scores_gemma":[0.9988317,0.00002357079,0.0003696354,0.0000057907,0.000002714427,0.000007077991,0.00007738463,0.000006927733,0.000675281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01029291,"threshold_uncertainty_score":0.02046603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002843710706739273,"score_gpt":0.1918019051273186,"score_spread":0.1889581944205793,"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."}}