{"id":"W4220975189","doi":"10.1016/j.jvoice.2022.02.015","title":"The Relationship Between Pitch Discrimination and Acoustic Voice Measures in a Cohort of Female Speakers","year":2022,"lang":"en","type":"article","venue":"Journal of Voice","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"University of Sydney","keywords":"Audiology; Standard deviation; Vowel; Cepstrum; Psychology; Cohort; Population; Quality (philosophy); Voice Disorder; Fundamental frequency; Correlation; Speech recognition; Acoustics; Medicine; Statistics; Mathematics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001558182,0.00006933368,0.0002200518,0.000166469,0.0001533941,0.00001248473,0.0001010177,0.00003115644,0.000009122429],"category_scores_gemma":[0.001406046,0.00005007526,0.00006495581,0.000274857,0.00006055435,0.0001114672,0.00003397786,0.0004450969,0.000001340961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009361569,"about_ca_system_score_gemma":0.0001320663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007448836,"about_ca_topic_score_gemma":0.0001761818,"domain_scores_codex":[0.9986736,0.0001409872,0.0004433508,0.00007845248,0.0005434282,0.0001202221],"domain_scores_gemma":[0.998522,0.0008508721,0.0003214755,0.0001134491,0.0001321671,0.00005996411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001470812,0.00006701575,0.9953439,0.00004828511,0.0000536098,0.00001755378,0.001449168,0.0001746768,0.0006207311,0.00004444962,0.0004630646,0.001570492],"study_design_scores_gemma":[0.0009884647,0.0003165281,0.9895729,0.00007348868,0.0002465772,0.00008920031,0.006803169,0.00005800534,0.0000558711,0.0004147476,0.001332153,0.00004892214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939898,0.001145005,0.0002269212,0.003805423,0.00009255645,0.0001715199,0.000003919627,0.000003263889,0.0005616503],"genre_scores_gemma":[0.9993088,0.0001201397,0.000109387,0.00008605751,0.00008144756,0.000004017786,0.000002872277,0.000009290124,0.0002779763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005770999,"threshold_uncertainty_score":0.204201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04985134907679269,"score_gpt":0.3155588409410959,"score_spread":0.2657074918643033,"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."}}