{"id":"W2619629697","doi":"10.1142/s1758825117500545","title":"Nonlinear Dynamics of Functionally Graded Material Plates Under Dynamic Liquid Load and with Longitudinal Speed","year":2017,"lang":"en","type":"article","venue":"International Journal of Applied Mechanics","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Galerkin method; Nonlinear system; Mechanics; Multiple-scale analysis; Harmonic balance; Vibration; Partial differential equation; Conservative vector field; Inviscid flow; Ordinary differential equation; Discretization; Functionally graded material; Material properties; Physics; Differential equation; Mathematical analysis; Compressibility; Mathematics; Acoustics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001717086,0.0001453001,0.0002507234,0.0001523324,0.00006404977,0.0001108826,0.0003406309,0.00007934486,0.00008510786],"category_scores_gemma":[0.00001450868,0.000124411,0.00007116498,0.00003849268,0.00004591194,0.0002132379,0.00005617117,0.0001562392,0.000002870312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001693048,"about_ca_system_score_gemma":0.00007753438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009650021,"about_ca_topic_score_gemma":0.0001599261,"domain_scores_codex":[0.9988581,0.000004755997,0.0004031299,0.0001094546,0.0005173958,0.0001071981],"domain_scores_gemma":[0.9989944,0.00002276936,0.0003974948,0.0001469841,0.0003694317,0.00006889006],"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":[0.009290594,0.0004542744,0.0005031091,0.0001731917,0.006759764,0.0002126636,0.0006152323,0.6321251,0.1303808,0.2126285,0.0001715338,0.006685237],"study_design_scores_gemma":[0.001966348,0.0002743209,0.000678515,0.00008533568,0.000192335,0.0002233737,0.0003151882,0.9772459,0.00859509,0.01008818,0.00007847646,0.0002569073],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7346573,0.00002537876,0.2631541,0.0003223934,0.0008522008,0.00006899903,0.00005654735,0.00002593667,0.0008371154],"genre_scores_gemma":[0.9944195,0.0001177259,0.005191732,0.00002786115,0.0001426852,8.37788e-7,0.00003447152,0.00002335591,0.00004186677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3451208,"threshold_uncertainty_score":0.5073333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007769700610694995,"score_gpt":0.2232674879623172,"score_spread":0.2154977873516222,"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."}}