{"id":"W2040968748","doi":"10.1007/s11433-010-0158-2","title":"Analysis theory of random energy of train derailment in wind","year":2010,"lang":"en","type":"article","venue":"Science China Physics Mechanics and Astronomy","topic":"Aerodynamics and Fluid Dynamics Research","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Amec Foster Wheeler (Canada)","funders":"","keywords":"Derailment; Train; Engineering; Structural engineering; Wind speed; Track (disk drive); Meteorology; Mechanical engineering; Physics","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":[0.001203194,0.0006917564,0.0009888517,0.00151491,0.0008709253,0.001582415,0.001756384,0.001273144,0.004877813],"category_scores_gemma":[0.003634075,0.0005401027,0.001282998,0.001021084,0.001600707,0.003989905,0.001243707,0.001285994,0.0002970848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001637589,"about_ca_system_score_gemma":0.000774334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004799586,"about_ca_topic_score_gemma":0.003090569,"domain_scores_codex":[0.9995089,0.0001770559,0.00002450205,0.00009357815,0.0001062581,0.00008968565],"domain_scores_gemma":[0.9985781,0.0007424903,0.0001866447,0.00007989674,0.0002893132,0.000123648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002773852,0.00002772897,0.001175666,0.00008303089,0.0000627211,0.0001284044,0.0001067466,0.157747,0.0009426132,0.834222,0.001977802,0.003498441],"study_design_scores_gemma":[0.000006172951,0.0000136624,0.0008842496,0.00001318334,0.0000206568,0.00005464946,0.00006905967,0.7560285,0.0001187135,0.2418428,0.0009278884,0.00002044254],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1466985,0.004006618,0.8127881,0.002765401,0.0004636155,0.00005097456,0.0003365515,0.0001526948,0.03273748],"genre_scores_gemma":[0.9593858,0.001710186,0.01066417,0.0002852295,0.0003536906,0.00007071819,0.0002197637,0.0001104362,0.02720008],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004877813,"threshold_uncertainty_score":0.0163179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004003876536598954,"score_gpt":0.207339260180205,"score_spread":0.203335383643606,"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."}}