{"id":"W1578848349","doi":"","title":"Acoustic response of multi-Fluid shell systems with structural enhancement","year":2011,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Killam Trusts; Dalhousie University","keywords":"Shell (structure); Wavefront; RADIUS; Materials science; Reflection (computer programming); Acoustics; Acoustic wave; Structural acoustics; Spherical shell; Mechanics; Optics; Physics; Composite material; Vibration; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004193589,0.0002170698,0.0002535042,0.0003497723,0.0001658057,0.00005935641,0.0004447303,0.0001168016,0.002075656],"category_scores_gemma":[0.0001129023,0.0001734442,0.00003314474,0.0003079099,0.0002799164,0.0001139606,0.00001355217,0.0002090564,0.0001693965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008008413,"about_ca_system_score_gemma":0.001134227,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1689277,"about_ca_topic_score_gemma":0.09828747,"domain_scores_codex":[0.9980214,0.0001350782,0.000319242,0.000309479,0.0004434728,0.0007713633],"domain_scores_gemma":[0.9983051,0.0001628851,0.00008557234,0.0004095801,0.0002510592,0.0007858126],"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":[0.002252127,0.00007361415,0.1588351,0.0006216795,0.0003371906,0.001514192,0.004794593,0.7242305,0.1015174,0.00002761793,0.002189593,0.003606441],"study_design_scores_gemma":[0.0006135277,0.0007516203,0.2313872,0.00007066003,0.00008212966,0.00007516309,0.0009606503,0.7640911,0.001400607,0.00002498931,0.0001377929,0.0004045568],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9207904,0.0003275907,0.07441486,0.00002037576,0.000541498,0.0005914327,0.0008021366,0.00003528826,0.002476371],"genre_scores_gemma":[0.990679,0.00002135383,0.007933583,0.0000650295,0.00005187504,0.000002574487,0.00005450402,0.00001433973,0.001177759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1001168,"threshold_uncertainty_score":0.9988366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03958256506428093,"score_gpt":0.2320377422645988,"score_spread":0.1924551772003179,"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."}}