{"id":"W1966279539","doi":"10.1371/journal.pone.0022791","title":"Auditory Feedback Control of Vocal Pitch during Sustained Vocalization: A Cross-Sectional Study of Adult Aging","year":2011,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"Natural Science Foundation of Guangdong Province; National Natural Science Foundation of China; Northwestern University","keywords":"Auditory feedback; Audiology; Vowel; Young adult; Psychology; Age groups; Medicine; Developmental psychology; Speech recognition; 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":[0.0001249674,0.0001132468,0.0003613906,0.0001267643,0.00006157945,0.000005821518,0.00008415744,0.0000755358,0.0002986582],"category_scores_gemma":[0.0002307451,0.0001089291,0.00006699218,0.0001843129,0.00008981798,0.00009387291,0.00002826068,0.0001369231,0.00001134504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004409492,"about_ca_system_score_gemma":0.00007839875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000174395,"about_ca_topic_score_gemma":0.00005011406,"domain_scores_codex":[0.9986077,0.00003838576,0.0004429708,0.0002017921,0.0005234194,0.0001857254],"domain_scores_gemma":[0.9987848,0.00003713454,0.0001645553,0.0002352822,0.0007022808,0.00007593154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008284569,0.006989898,0.9721747,0.0005651825,0.0005967451,0.00001742907,0.002199689,0.00001122522,0.01651574,0.00005789905,0.00002160269,0.00002140133],"study_design_scores_gemma":[0.008742097,0.0008315038,0.9700959,0.0001448207,0.0002625971,0.000003410081,0.002783529,0.0003542991,0.01664199,0.00003698602,0.000001793243,0.0001010331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978631,0.00004859941,0.0002422941,0.00006080195,0.00006457642,0.0005805426,0.000006072109,0.0000442153,0.001089828],"genre_scores_gemma":[0.9988989,0.00001151041,0.000153994,0.00005810592,0.0002337201,0.00002549145,0.00000714117,0.00002096694,0.0005902215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00791364,"threshold_uncertainty_score":0.4441999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03576929128024231,"score_gpt":0.2599168967359459,"score_spread":0.2241476054557036,"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."}}