{"id":"W1931726037","doi":"","title":"Finite element analysis of an earmuff-earcanal system","year":2007,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Speech and Audio Processing","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Finite element method; Acoustics; Displacement (psychology); Attenuation; Mechanics; Discretization; Sound pressure; Physics; Stiffness matrix; Mathematical analysis; Mathematics; Optics","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0005045593,0.00009548193,0.0001901537,0.0007954371,0.000113587,0.00008814856,0.0005713648,0.00005573073,0.00002504738],"category_scores_gemma":[0.00004507976,0.00009951596,0.00006221287,0.001588624,0.00003215768,0.0001460569,0.00003238483,0.00008809452,0.000009064976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002816872,"about_ca_system_score_gemma":0.0005545483,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01236037,"about_ca_topic_score_gemma":0.05120355,"domain_scores_codex":[0.9987814,0.00001753953,0.0002645155,0.0002278158,0.0002586808,0.0004500205],"domain_scores_gemma":[0.9986619,0.00005486699,0.00009739309,0.0004207927,0.0001576196,0.0006074018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003018787,0.0002228347,0.04682148,0.0005597655,0.002754729,0.003218344,0.004833572,0.3096218,0.05094548,0.02605718,0.003575504,0.5513591],"study_design_scores_gemma":[0.0002170061,0.00009850343,0.07747346,0.00004136428,0.0004158495,0.00001258685,0.0007175847,0.9107937,0.008730181,0.00008619976,0.001072942,0.000340645],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1281597,0.00005793058,0.8689129,0.0000673279,0.0001786087,0.00005458155,0.00003567458,0.00004648834,0.002486762],"genre_scores_gemma":[0.9524317,0.000001437144,0.04709126,0.0003148476,0.00006205216,7.902123e-7,0.00001181557,0.000006200942,0.00007994148],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.824272,"threshold_uncertainty_score":0.9942164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01179871873295802,"score_gpt":0.2395291149931509,"score_spread":0.2277303962601929,"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."}}