{"id":"W2008966031","doi":"10.3233/sav-2012-00746","title":"Vibration Analysis of Thin Plates Resting on Pasternak Foundations by Element free Galerkin Method","year":2018,"lang":"en","type":"article","venue":"TSpace (University of Toronto)","topic":"Numerical methods in engineering","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Galerkin method; Vibration; Structural engineering; Finite element method; Element (criminal law); Mathematics; Mathematical analysis; Engineering; Physics; Acoustics; Law; Political science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002548458,0.0001084396,0.0002543324,0.000104674,0.00006446389,0.000007296349,0.0002526504,0.0000591112,0.002167361],"category_scores_gemma":[0.00007973539,0.0001387239,0.00009160604,0.0002562441,0.0000453342,0.0002352779,0.00006276746,0.00007388596,0.000003754021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001885725,"about_ca_system_score_gemma":0.000006471301,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008579684,"about_ca_topic_score_gemma":0.004573409,"domain_scores_codex":[0.99933,0.00006037511,0.0001263425,0.0001512763,0.0001859451,0.0001460712],"domain_scores_gemma":[0.9992574,0.0002098653,0.00009143462,0.0003270517,0.00006103357,0.00005323564],"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":[0.0001209471,0.0001502629,0.002047211,0.000203219,0.003644971,0.000005004001,0.01944484,0.528394,0.2684354,0.003059275,0.003827272,0.1706676],"study_design_scores_gemma":[0.0003737086,0.0001775534,0.0425898,0.00005241181,0.0004768907,2.887377e-7,0.002156646,0.9411305,0.01172209,0.00006861224,0.001021133,0.0002303597],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06885223,0.00008415712,0.9127871,0.00009257894,0.0001352016,0.00008700332,0.000027316,0.0001224741,0.01781187],"genre_scores_gemma":[0.5891083,0.00002148064,0.410643,0.000005237809,0.00002548292,2.677275e-7,0.00000912848,0.00001195414,0.0001750584],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5202561,"threshold_uncertainty_score":0.9987448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01893562915248994,"score_gpt":0.2796906192065711,"score_spread":0.2607549900540811,"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."}}