{"id":"W4240609807","doi":"10.1006/jfls.2002.0447","title":"LINEAR AND NONLINEAR DYNAMICS OF CANTILEVERED CYLINDERS IN AXIAL FLOW. PART 1: PHYSICAL DYNAMICS","year":2002,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":87,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mechanics; Strouhal number; Flutter; Dynamics (music); Nonlinear system; Flow (mathematics); Classical mechanics; Physics; Work (physics); Cantilever; Equations of motion; Mathematics; Aerodynamics; Thermodynamics; Structural engineering; Engineering; Turbulence","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":[0.00006356618,0.0001121442,0.0003092374,0.0001461372,0.00002473122,0.00001919458,0.00006244607,0.00007313771,0.0000339333],"category_scores_gemma":[0.00002264398,0.00009180888,0.00007322071,0.0001200554,0.00005988529,0.000102391,0.00001308135,0.0001979814,1.839231e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003788141,"about_ca_system_score_gemma":0.000009948529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001393537,"about_ca_topic_score_gemma":0.0002097995,"domain_scores_codex":[0.9993062,0.00001697133,0.000340876,0.00007161203,0.0001537967,0.0001105471],"domain_scores_gemma":[0.9997153,0.00002745848,0.00006881289,0.00006724487,0.00004768536,0.00007351187],"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":[0.0001818803,0.000175879,0.0341957,0.000391899,0.0007768429,0.0001271517,0.004327124,0.8330664,0.002636846,0.005499345,0.001158388,0.1174625],"study_design_scores_gemma":[0.0005074219,0.00005902667,0.005041759,0.0000191464,0.00004132429,0.00003559799,0.0002292622,0.9932506,0.00007558386,0.0006059007,0.00004448322,0.0000898835],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869214,0.0003324225,0.01219319,0.0001214296,0.0001416669,0.00003025464,0.00003741598,0.000007778082,0.0002144967],"genre_scores_gemma":[0.9962118,0.0004862351,0.003094484,0.00001751837,0.0001491155,1.658873e-7,0.000007306998,0.00001112338,0.00002226327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1601842,"threshold_uncertainty_score":0.3743857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007525353092787021,"score_gpt":0.2107367629376425,"score_spread":0.2032114098448555,"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."}}