{"id":"W2058373502","doi":"10.1016/j.jsv.2007.01.012","title":"Modeling of perforated plates and screens using rigid frame porous models","year":2007,"lang":"en","type":"article","venue":"Journal of Sound and Vibration","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":228,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Tortuosity; Interfacing; Porous medium; Context (archaeology); Simple (philosophy); Computer science; Frame (networking); Acoustics; Porosity; Materials science; Physics; Geology; Composite material; Telecommunications","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":[0.0003934595,0.00006406634,0.0001315287,0.0001348436,0.00004806309,0.00003888443,0.00003114459,0.00005350421,0.000004032337],"category_scores_gemma":[0.0000192779,0.00005592241,0.00001521304,0.00007917306,0.00002520128,0.0004196962,0.00001143306,0.0001503041,1.108591e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003038476,"about_ca_system_score_gemma":0.00001640438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000012598,"about_ca_topic_score_gemma":0.000003388926,"domain_scores_codex":[0.9993828,0.000007601419,0.0002890729,0.00004566577,0.0001600328,0.0001148599],"domain_scores_gemma":[0.9996685,0.00004166163,0.00005937068,0.00003669193,0.0001295579,0.00006417184],"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":[0.0000323633,0.000007594663,0.0002398548,0.00004408481,0.00002200261,0.000003357765,0.0004269356,0.9416746,0.05693603,0.0001670699,0.00000180254,0.0004442829],"study_design_scores_gemma":[0.0002480853,0.00006672997,0.0001148564,0.00004185627,0.00001665178,0.00005542633,0.0004828417,0.9900521,0.001346321,0.007520179,4.413732e-7,0.00005450265],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5220511,0.0003508364,0.4774721,0.000005231257,0.0000191537,0.0000214932,0.000001186269,0.000004179473,0.00007475795],"genre_scores_gemma":[0.9880436,0.0001033162,0.01173388,0.00000532849,0.00009943096,5.586557e-8,0.000001041046,0.00001127131,0.0000020484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4659925,"threshold_uncertainty_score":0.228045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04186091455871725,"score_gpt":0.271500390709684,"score_spread":0.2296394761509668,"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."}}