{"id":"W2945915100","doi":"10.1159/000499928","title":"Production of Vowels by Electrolaryngeal Speakers Using Clear Speech","year":2019,"lang":"en","type":"article","venue":"Folia Phoniatrica et Logopaedica","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Speech production; Speech recognition; Phonation; Audiology; Linguistics; Phonetics; Computer science; Psychology; Production (economics); Natural language processing; Medicine","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":[0.0007345463,0.000376987,0.0002394968,0.000196129,0.0001807001,0.0004559448,0.0001612197,0.0002750485,0.002116115],"category_scores_gemma":[0.004335679,0.000260651,0.000178511,0.00007385251,0.0003764977,0.0003772549,0.0005281692,0.0002235159,0.0004023747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000846099,"about_ca_system_score_gemma":0.0001440031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002508799,"about_ca_topic_score_gemma":0.0004675934,"domain_scores_codex":[0.9995537,0.0001256116,0.00006592095,0.00009253673,0.000129284,0.00003292018],"domain_scores_gemma":[0.9972222,0.001843117,0.0003809652,0.0001480647,0.0002923645,0.0001133022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003784066,0.0001487741,0.0358036,0.0004089856,0.00007275258,0.0007908068,0.002241147,0.0001453121,0.9308403,0.0000498336,0.00006882069,0.02564566],"study_design_scores_gemma":[0.0001708624,0.005949188,0.8107399,0.00009514825,0.0002527872,0.004160398,0.002625716,0.001127291,0.1730978,0.0001729075,0.001542294,0.00006571183],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988692,0.0001555833,0.0005854622,0.0000068664,0.000007845085,0.00001313182,0.00002281871,0.000007366115,0.0003317345],"genre_scores_gemma":[0.9975193,0.0001731054,0.001731443,0.00002973999,0.00001228066,0.00002277619,0.00009721079,0.00001488188,0.0003991526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002116115,"threshold_uncertainty_score":0.007079124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00912771355467955,"score_gpt":0.2676811668133138,"score_spread":0.2585534532586343,"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."}}