{"id":"W1966290010","doi":"10.1063/1.3615726","title":"Nonlinear vocal fold dynamics resulting from asymmetric fluid loading on a two-mass model of speech","year":2011,"lang":"en","type":"article","venue":"Chaos An Interdisciplinary Journal of Nonlinear Science","topic":"Speech Recognition and Synthesis","field":"Computer Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Science Foundation","keywords":"Glottis; Bernoulli's principle; Inviscid flow; Nonlinear system; Vocal folds; Bifurcation; Fold (higher-order function); Flow (mathematics); Physics; Mechanics; Mathematics; Computer science; Larynx; Anatomy; Thermodynamics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00238253,0.0003050827,0.0005489461,0.001411731,0.0004288385,0.0002023129,0.003351765,0.0001052127,0.00004152292],"category_scores_gemma":[0.0004169673,0.0002520404,0.000299898,0.001781458,0.00046586,0.002033424,0.0009952273,0.000537675,0.00003576291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000254934,"about_ca_system_score_gemma":0.0004340773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002600885,"about_ca_topic_score_gemma":0.00001947166,"domain_scores_codex":[0.9962386,0.0001136896,0.001190725,0.0006524348,0.001264604,0.0005398685],"domain_scores_gemma":[0.9965655,0.0002707039,0.0009525215,0.0008099566,0.00093231,0.0004690436],"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":[0.001042821,0.002903729,0.001325984,0.00005964773,0.0001732881,0.0009209819,0.01654598,0.003183025,0.1540835,0.004629914,0.0001162178,0.8150148],"study_design_scores_gemma":[0.0005803967,0.0009295379,0.0002633458,0.0002775922,0.00002063925,0.000154204,0.0008499081,0.8813677,0.1112233,0.004069836,0.000004896842,0.0002586332],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6306203,0.00003456287,0.3636609,0.0002960757,0.0008191701,0.0001169183,0.0000542664,0.00004442329,0.004353361],"genre_scores_gemma":[0.5471434,0.00001197439,0.4524786,0.00007276124,0.0002467409,0.000001025446,0.000002115358,0.00001568476,0.00002775671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8781847,"threshold_uncertainty_score":0.9999932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05962507340745751,"score_gpt":0.3186379377445304,"score_spread":0.2590128643370728,"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."}}