{"id":"W4403273058","doi":"10.3397/in_2024_3551","title":"Experimental validation of vibration similitude laws for stiffened panels excited by a turbulent boundary layer","year":2024,"lang":"en","type":"article","venue":"NOISE-CON proceedings","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Similitude; Orthotropic material; Vibration; Boundary layer; Structural engineering; Boundary value problem; Engineering; Scale (ratio); Turbulence; Mechanics; Mathematics; Computer science; Aerospace engineering; Mathematical analysis; Physics; Acoustics; Finite element method","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":[0.0001725654,0.0001705954,0.0001716401,0.00004020896,0.0001437745,0.0001071018,0.0001198277,0.00007136411,0.0003667664],"category_scores_gemma":[0.00002733727,0.000149152,0.00008493838,0.0001821518,0.0001257982,0.0005377747,0.00007440529,0.0000676255,0.00004690414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001215353,"about_ca_system_score_gemma":0.00001055068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003080871,"about_ca_topic_score_gemma":6.016562e-7,"domain_scores_codex":[0.9988582,0.000005578584,0.0002697659,0.0003829614,0.0002603538,0.0002231573],"domain_scores_gemma":[0.9997537,0.00003727877,0.00006711175,0.00005988742,0.00002364361,0.00005842567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005430264,0.0001037377,0.001137357,0.00009856927,0.00002592816,4.923861e-7,0.002827246,0.00002016882,0.9675758,0.0001267976,0.02710886,0.0009207085],"study_design_scores_gemma":[0.0004159292,0.0002109636,0.00240908,0.00006904961,0.00002914544,0.000002858793,0.0006177753,0.00261283,0.9591222,0.0004798667,0.03382146,0.0002088835],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958957,0.0003394447,0.0005750371,0.0008571954,0.0001634211,0.0005282103,0.00003323448,0.0001186563,0.001489068],"genre_scores_gemma":[0.9980387,0.000011918,0.0004889037,0.0001945673,0.00009332375,0.0001685971,0.00003769194,0.0000240312,0.0009422542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008453663,"threshold_uncertainty_score":0.6082241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01805089028303691,"score_gpt":0.2567920233166399,"score_spread":0.2387411330336029,"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."}}