{"id":"W2034361822","doi":"10.1115/imece2012-86888","title":"The Analysis of the Dynamic Behavior of the Nonlinear Oscillations of a Fluttering Plate Based on the Periodicity Ratio Method","year":2012,"lang":"en","type":"article","venue":"","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Nonlinear system; Diagram; Oscillation (cell signaling); Galerkin method; Motion (physics); Aspect ratio (aeronautics); Nonlinear dynamical systems; Runge–Kutta methods; Equations of motion; Mechanics; Mathematical analysis; Control theory (sociology); Computer science; Physics; Mathematics; Numerical analysis; Classical mechanics; Artificial intelligence","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":[0.0001700823,0.0003013349,0.0002544668,0.0003176656,0.0001609822,0.0001417804,0.000239204,0.0002332948,0.001039566],"category_scores_gemma":[0.0003743576,0.0001263079,0.0002866917,0.0001105052,0.000299477,0.0003039666,0.0001376987,0.0002238735,0.0001672721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001257191,"about_ca_system_score_gemma":0.0001866597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007655943,"about_ca_topic_score_gemma":0.0004713422,"domain_scores_codex":[0.9999175,0.00001508977,0.000003060964,0.0000142834,0.00004184709,0.000008166596],"domain_scores_gemma":[0.9999106,0.00004080723,0.00001599927,0.000008889346,0.00001920273,0.000004565922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001560159,0.00004667932,0.002763468,0.0002938893,0.00004742925,0.0006238725,0.0002755519,0.2918931,0.6028232,0.02217476,0.0003841401,0.07851794],"study_design_scores_gemma":[0.000003619361,0.0000616848,0.001950859,0.000007868435,0.000007605604,0.0001542783,0.00002189202,0.9811502,0.01524991,0.0008499364,0.0005296252,0.00001259163],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3045498,0.0005636799,0.687048,0.00007480628,0.00003428548,0.0000426385,0.0000308977,0.0001932833,0.007462719],"genre_scores_gemma":[0.9253288,0.000407032,0.07056481,0.0000167968,0.00001675508,0.0000432918,0.00004081984,0.0000455954,0.00353617],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001039566,"threshold_uncertainty_score":0.003477693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01096988584710296,"score_gpt":0.2544442450730201,"score_spread":0.2434743592259171,"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."}}