{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004603696,0.0002458545,0.0005324446,0.0002581115,0.00005983303,0.00001460794,0.0001710897,0.0001984242,0.0005585365],"category_scores_gemma":[0.0001822143,0.0002249437,0.0002284883,0.0006843639,0.00008798782,0.0001897161,0.00005494609,0.0004896585,0.0002754946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001198363,"about_ca_system_score_gemma":0.0003401999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002376147,"about_ca_topic_score_gemma":0.0000105441,"domain_scores_codex":[0.9977766,0.0000876195,0.0004568826,0.0004994807,0.0006726829,0.0005067658],"domain_scores_gemma":[0.9988694,0.0000422817,0.0002332998,0.0005124047,0.000153308,0.000189313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002602891,0.001701013,0.1129121,0.0008172327,0.0005650709,0.00009036467,0.0008774053,0.00008120053,0.5627441,0.0002455198,0.3079596,0.009403457],"study_design_scores_gemma":[0.02167247,0.0127862,0.09523671,0.0007785487,0.003105717,0.001853077,0.002025354,0.003776063,0.2854681,0.001232786,0.5691926,0.002872366],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874278,0.001338505,0.00008915283,0.003587169,0.0005591937,0.0007523193,0.00001280411,0.0001094335,0.006123562],"genre_scores_gemma":[0.9935472,0.0005131055,0.002042834,0.001113051,0.0003205889,0.000005320981,0.00005786627,0.00006272857,0.002337286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.277276,"threshold_uncertainty_score":0.9172937,"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."}}