{"id":"W2093847018","doi":"10.1044/1092-4388(2008/07-0005)","title":"Acoustic Correlates of Fatigue in Laryngeal Muscles: Findings for a Criterion-Based Prevention of Acquired Voice Pathologies","year":2008,"lang":"en","type":"article","venue":"Journal of Speech Language and Hearing Research","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Voice; Audiology; Electromyography; Muscle fatigue; Psychology; Medicine; Speech recognition; Physical medicine and rehabilitation; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007445567,0.0003352549,0.0003897344,0.001023494,0.000289073,0.0002818865,0.0002480063,0.0005387936,0.001299146],"category_scores_gemma":[0.005166219,0.00009391044,0.0001581105,0.0002682173,0.0002949419,0.0002659104,0.000324395,0.0002899336,0.0002473736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002351293,"about_ca_system_score_gemma":0.0004558233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001072663,"about_ca_topic_score_gemma":0.001482627,"domain_scores_codex":[0.9996225,0.00009793226,0.00005571095,0.00006422401,0.0001242967,0.00003530547],"domain_scores_gemma":[0.9979514,0.0006364087,0.0005765262,0.00006384542,0.0004696409,0.0003022001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005240318,0.0003018031,0.9745119,0.00007279139,0.00003592516,0.0002941233,0.000170072,0.0001610515,0.008057411,0.00003097268,0.0001370239,0.01570286],"study_design_scores_gemma":[0.00001461165,0.0007146679,0.996805,0.00001252029,0.00002418475,0.0007090167,0.00009129659,0.0005486122,0.0009462553,0.0000204481,0.0001097471,0.000003666041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986928,0.000207377,0.0004986315,0.00004864376,0.00000482361,0.00003387333,0.00004247581,0.00001495114,0.0004563056],"genre_scores_gemma":[0.9992893,0.00002857109,0.0005235541,0.00001252786,0.000005178281,0.00001217061,0.00004833698,0.000002813053,0.00007760289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001299146,"threshold_uncertainty_score":0.004346073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1157373843012177,"score_gpt":0.4102395846394498,"score_spread":0.294502200338232,"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."}}