{"id":"W1977973204","doi":"10.1115/pvp2011-58038","title":"Dynamics of a Free-Clamped Cylinder in Confined Axial Flow","year":2011,"lang":"en","type":"article","venue":"","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Mechanics; Flutter; Flow (mathematics); Cylinder; Dynamics (music); Vibration; Amplitude; Cantilever; Divergence (linguistics); Physics; Control theory (sociology); Aerodynamics; Engineering; Computer science; Structural engineering; Acoustics; Mechanical engineering; Optics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006230699,0.00007226215,0.0001377447,0.0001304276,0.000006520985,0.000005542352,0.0001059396,0.00006030712,0.001301376],"category_scores_gemma":[0.00001341177,0.00006920799,0.00005058278,0.0001870452,0.00001515048,0.00004604223,0.00001704585,0.0000595513,0.00001285663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002447377,"about_ca_system_score_gemma":0.000009810914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002686813,"about_ca_topic_score_gemma":0.006273171,"domain_scores_codex":[0.9995321,0.000007301539,0.0002168477,0.00007354163,0.00007090738,0.00009929209],"domain_scores_gemma":[0.9997324,0.00001110362,0.00001385232,0.0001872722,0.00002541413,0.00002993143],"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":[0.0001995258,0.0005555507,0.02958036,0.0002698089,0.0007465318,0.00003623085,0.005680836,0.2923386,0.01746878,0.6347725,0.002540768,0.01581055],"study_design_scores_gemma":[0.0003569257,0.00001101641,0.003129186,0.000003404841,0.00000839875,3.254417e-7,0.0000665707,0.9943173,0.0008334788,0.001180727,0.00001161468,0.00008107717],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3337094,0.00002573704,0.5172399,0.0001122598,0.0001995764,0.0001359712,0.00003232876,0.0001861185,0.1483587],"genre_scores_gemma":[0.9907138,0.00001088461,0.008878616,0.00002281287,0.000009240587,0.000003404941,0.000022683,0.00001235696,0.0003262272],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7019787,"threshold_uncertainty_score":0.9996116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01173580650795445,"score_gpt":0.1931303434739786,"score_spread":0.1813945369660242,"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."}}