{"id":"W1601823778","doi":"","title":"Effect of Structural Enhancement on the Acoustic Response of a Submerged Fluid-Filled Cylindrical Shell","year":2010,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Killam Trusts; Dalhousie University","keywords":"Shell (structure); Materials science; Acoustics; Fluid–structure interaction; Composite material; Structural engineering; Finite element method; Engineering; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001052422,0.0002606047,0.0003647845,0.0002888034,0.00009595719,0.00001907006,0.0005159254,0.000174323,0.0007233971],"category_scores_gemma":[0.002111118,0.0001929178,0.00009092251,0.0003748168,0.0002460046,0.00002906515,0.00004182859,0.0006719612,0.00004258296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002900306,"about_ca_system_score_gemma":0.0003543567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008771105,"about_ca_topic_score_gemma":0.0009793937,"domain_scores_codex":[0.9981218,0.0001732805,0.0003979033,0.0002049126,0.0004587947,0.000643282],"domain_scores_gemma":[0.9971722,0.001506288,0.00005700314,0.0006738418,0.0001482616,0.0004423686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002811184,0.000008481181,0.0001022663,0.0001570478,0.00006731235,0.00002187922,0.0001728793,0.0374817,0.9589949,0.0001221104,0.001833639,0.0007566879],"study_design_scores_gemma":[0.001352576,0.001390407,0.01448224,0.00009122527,0.0002070694,0.00001746519,0.0001705379,0.7323505,0.2490539,0.0001303802,0.0001899054,0.0005638282],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953132,0.00005013303,0.001920464,0.00009603816,0.0007112436,0.0005696481,0.0001680203,0.00003570764,0.001135571],"genre_scores_gemma":[0.9992796,0.000008393923,0.0002538309,0.00004306369,0.0001194609,0.00003236805,0.000009896617,0.00005892034,0.0001944256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.709941,"threshold_uncertainty_score":0.7920691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007616070530893518,"score_gpt":0.2352513129096428,"score_spread":0.2276352423787492,"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."}}