{"id":"W1894710612","doi":"","title":"Validation of a finite element code for a continuum model of vocal fold vibration under the influence of a sessile polyp","year":2015,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Finite element method; Vibration; Vocal folds; Phonation; Parameterized complexity; Acoustics; Computer science; Structural engineering; Physics; Engineering; Algorithm; Larynx","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":[0.0001765062,0.00006312899,0.0001617774,0.0000838152,0.00002045029,0.000003943492,0.00006888237,0.00006084496,0.000005339808],"category_scores_gemma":[0.000283581,0.0000513547,0.00003956453,0.0001068577,0.00006915074,0.00004562156,0.000007149483,0.00004876014,5.603446e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007009624,"about_ca_system_score_gemma":0.001255134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004618265,"about_ca_topic_score_gemma":0.01408653,"domain_scores_codex":[0.9993597,0.00001227408,0.0002555275,0.0000759028,0.0001615299,0.0001350539],"domain_scores_gemma":[0.9990836,0.00006993186,0.0001343583,0.0001739604,0.0004022449,0.000135867],"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":[0.0002015848,0.0001202404,0.005355123,0.0003847854,0.0001252978,0.000001599129,0.002716195,0.7637385,0.2143683,0.002303093,0.0102047,0.0004805972],"study_design_scores_gemma":[0.003695545,0.0007807716,0.01587176,0.0002418385,0.0006191164,0.000003246389,0.005717181,0.9334233,0.0356904,0.00342514,0.0003341493,0.0001975207],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8856402,0.00003580616,0.1124951,0.0008796578,0.00003002294,0.000402454,0.0003412655,0.000003856694,0.0001716461],"genre_scores_gemma":[0.9971395,0.000006554959,0.001917299,0.0006761495,0.00002025744,0.00001492784,0.00004979617,0.000009595812,0.0001659042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1786779,"threshold_uncertainty_score":0.7860617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03997443130329954,"score_gpt":0.2833336313264486,"score_spread":0.2433592000231491,"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."}}