{"id":"W3174554340","doi":"10.4236/oja.2021.112002","title":"On the Simulation of the Influence of Defects on Immersed Plane Periodic Multilayer Viscoelastic Media","year":2021,"lang":"en","type":"article","venue":"Open Journal of Acoustics","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Materials science; Composite material; Polyethylene; Stack (abstract data type); Viscoelasticity; Isotropy; Homogenization (climate); Stacking; Transverse plane; Acoustic impedance; Stiffness; Acoustics; Optics; Ultrasonic sensor; Structural engineering","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":[0.0004701977,0.0001248162,0.0002647029,0.00006956539,0.00006649799,0.00004471531,0.0006324316,0.00005725972,0.0001292214],"category_scores_gemma":[0.002512283,0.00007367197,0.00007549553,0.0002445997,0.0001028435,0.00008886121,0.0001319588,0.000468901,0.000007733088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000827249,"about_ca_system_score_gemma":0.0001809023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003189765,"about_ca_topic_score_gemma":0.00000207016,"domain_scores_codex":[0.9985401,0.0001062107,0.0004519958,0.0000819216,0.0006409005,0.0001788824],"domain_scores_gemma":[0.9965664,0.002396514,0.0002362516,0.000319845,0.0004118884,0.000069063],"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":[0.00007704942,0.00004982438,0.0001252733,0.00005236577,0.00005796787,0.00001878394,0.0005526569,0.8685786,0.1301155,0.00007104062,0.0001392741,0.000161661],"study_design_scores_gemma":[0.001843493,0.0005501417,0.05499019,0.001203706,0.0002369567,0.000045453,0.001810385,0.8945829,0.04364451,0.0007723493,0.00006244922,0.000257429],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927045,0.00006007875,0.006209533,0.0000826323,0.0002580436,0.0001786352,0.00002687531,0.000003063354,0.0004766569],"genre_scores_gemma":[0.9994553,0.00003377235,0.000338737,0.00005645168,0.00006146278,0.000001386287,0.000001045732,0.0000236098,0.00002822155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08647098,"threshold_uncertainty_score":0.3007619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02393567741375187,"score_gpt":0.27534298113012,"score_spread":0.2514073037163682,"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."}}