{"id":"W2036188741","doi":"10.1115/imece2014-37039","title":"Vibration Modelling of String-Harnessed Beam Structures Using Homogenization Techniques","year":2014,"lang":"en","type":"article","venue":"","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Vibration; Homogenization (climate); Boundary value problem; Displacement field; Partial differential equation; Physics; Beam (structure); Mathematical analysis; Finite element method; Classical mechanics; Structural engineering; Mathematics; Mechanics; Engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001484607,0.0002629168,0.0002062403,0.0002788874,0.0001376637,0.0003542013,0.0004908972,0.0006451796,0.00132751],"category_scores_gemma":[0.0003124844,0.0001893312,0.0003269238,0.0002123072,0.0004719041,0.0003984478,0.0003060227,0.0002582008,0.0003102867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002366644,"about_ca_system_score_gemma":0.000218163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001360233,"about_ca_topic_score_gemma":0.001021168,"domain_scores_codex":[0.999926,0.00002125253,0.000004361315,0.0000151552,0.00002321165,0.000009969982],"domain_scores_gemma":[0.9999098,0.00004585627,0.00001710236,0.00001296422,0.00001028724,0.000004069525],"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":[0.00001800486,0.0000258788,0.0005221247,0.00003077858,0.00001122515,0.00009561456,0.00009661826,0.9638232,0.0228634,0.006075516,0.0001434072,0.006294294],"study_design_scores_gemma":[0.000001939757,0.00001106457,0.0002149758,0.000002146157,0.000001562873,0.00001358256,0.00001213549,0.9976211,0.001197251,0.0006782218,0.000243719,0.000002254088],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2331695,0.0002086494,0.7550039,0.00013536,0.00002051404,0.00005228681,0.0001359197,0.0002496385,0.0110242],"genre_scores_gemma":[0.9583584,0.0002696208,0.03320115,0.0000291436,0.00001248659,0.00009186692,0.0001189844,0.00005804427,0.007860426],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001360233,"threshold_uncertainty_score":0.004440963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01381501353665272,"score_gpt":0.2072674175333405,"score_spread":0.1934524039966877,"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."}}