{"id":"W1534836089","doi":"","title":"Vibro-acoustic behaviour of multi-layer orthotropic panels","year":2002,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Orthotropic material; Shearing (physics); Transmission loss; Materials science; Modal; Acoustics; Acoustic radiation; Structural engineering; Eigenvalues and eigenvectors; Bending; Dispersion (optics); Radiation; Composite material; Finite element method; Optics; Physics; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009565642,0.0002651907,0.0003127288,0.0003882072,0.00008931672,0.00003650599,0.000381412,0.0001895332,0.001972051],"category_scores_gemma":[0.0001544335,0.0002989319,0.00007237448,0.000397704,0.0001320082,0.00008337318,0.00003473149,0.0003962969,0.0002643956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004927092,"about_ca_system_score_gemma":0.0001217526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003927792,"about_ca_topic_score_gemma":0.003087306,"domain_scores_codex":[0.9981526,0.00002475124,0.0003832685,0.0002401549,0.0003164223,0.0008828359],"domain_scores_gemma":[0.9983995,0.00008469567,0.00003893541,0.0005128106,0.0001582326,0.0008058074],"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":[0.000004518044,0.000132074,0.005385894,0.0006044568,0.0001920626,0.0005917298,0.001125185,0.5695817,0.3887016,0.0001386011,0.02524856,0.008293573],"study_design_scores_gemma":[0.0005574121,0.00006818148,0.039483,0.00004693338,0.0001150524,0.00003194479,0.0002902004,0.9576849,0.0006046526,0.00003569767,0.0005790591,0.0005029313],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8119962,0.001507475,0.1736308,0.0001123544,0.001322225,0.0008095005,0.0009668093,0.0004259943,0.009228561],"genre_scores_gemma":[0.9939564,0.0001402918,0.003926313,0.000067446,0.000146552,0.00002004694,0.00001580162,0.0001096928,0.001617497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3881032,"threshold_uncertainty_score":0.9999463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04709198911769178,"score_gpt":0.2413143617060876,"score_spread":0.1942223725883958,"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."}}