{"id":"W2080750190","doi":"10.1016/j.apm.2014.04.061","title":"Efficient modal dynamic analysis of flexible beam–fluid systems","year":2014,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fluid–structure interaction; Finite element method; Vibration; Modal; Beam (structure); Boundary value problem; Modal analysis; Boundary (topology); Natural frequency; Structural engineering; Normal mode; Computer science; Engineering; Mathematics; Mathematical analysis; Physics; Acoustics; Materials science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002808689,0.0001697291,0.0005557601,0.0003300609,0.00004388953,0.00003110168,0.0001432428,0.00009285769,0.0000920415],"category_scores_gemma":[0.000006664835,0.000155366,0.000186364,0.0007272746,0.00003575186,0.00001844755,0.00002274857,0.00009256255,0.00007428048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000429986,"about_ca_system_score_gemma":0.000005243131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005070157,"about_ca_topic_score_gemma":7.25265e-7,"domain_scores_codex":[0.9987351,0.00001132875,0.000530379,0.0002018121,0.0002880704,0.0002333688],"domain_scores_gemma":[0.999299,0.0001338543,0.00006163686,0.0003743551,0.0000364469,0.00009473573],"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":[0.00000243748,0.0000338544,0.000001616488,0.0001163067,0.0004398201,1.29115e-7,0.0001912895,0.8569524,0.000937635,0.1412148,0.000002560801,0.0001071988],"study_design_scores_gemma":[0.0001040711,0.000005497153,0.000003165065,0.00001723643,0.0007748699,3.904837e-7,0.0001254998,0.9947239,0.0002119183,0.003870902,0.000005257945,0.0001573601],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09588738,0.00005569662,0.8896409,0.000004462014,0.0000342312,0.0001281225,0.000005290047,0.0002137595,0.01403011],"genre_scores_gemma":[0.987838,0.000004772514,0.01195672,0.000008168277,0.00001468248,0.00003506782,0.000020454,0.00002953658,0.00009257034],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8919507,"threshold_uncertainty_score":0.6335642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009595852867634782,"score_gpt":0.2069901236346846,"score_spread":0.1973942707670499,"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."}}