{"id":"W4308161078","doi":"","title":"Oscillations of Continuous Elastic Cylindrical Structures in Cross-Flow","year":2010,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Geotechnical and Geomechanical Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Flow (mathematics); Mechanics; Materials science; 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":[0.0002150242,0.000445725,0.0002727874,0.0003628726,0.0003664568,0.0006987373,0.0005984548,0.001003194,0.001094269],"category_scores_gemma":[0.0004488092,0.0002673146,0.000349075,0.0002348293,0.001057366,0.000420352,0.0008872109,0.0003748344,0.0001509236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004376568,"about_ca_system_score_gemma":0.0004021442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003037849,"about_ca_topic_score_gemma":0.001555052,"domain_scores_codex":[0.9999063,0.00002256234,0.000004491074,0.00001905263,0.00002378521,0.00002368846],"domain_scores_gemma":[0.9998977,0.00003164179,0.00002825585,0.000009736718,0.00001454154,0.0000180903],"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":[0.00006373778,0.0000576275,0.001614421,0.00003409286,0.00001055836,0.0002505142,0.0002015372,0.9583994,0.01334092,0.02219499,0.0002597811,0.003572445],"study_design_scores_gemma":[0.00001110551,0.00003610869,0.000491717,0.000004288767,0.000001838995,0.00002488079,0.00003472657,0.9974323,0.0005723913,0.001070441,0.0003133515,0.000006744417],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8897606,0.000298869,0.09696417,0.0002095957,0.00005786325,0.00005748484,0.0001096145,0.0001426726,0.01239911],"genre_scores_gemma":[0.9877607,0.0001401393,0.007640152,0.00004220023,0.00001462987,0.00005880176,0.000059476,0.0000191165,0.004264865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003037849,"threshold_uncertainty_score":0.006040335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00718937917588911,"score_gpt":0.2093893506536872,"score_spread":0.2021999714777981,"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."}}