{"id":"W2976428074","doi":"10.1159/000501908","title":"Influence of Voice Focus Adjustments on Oral-Nasal Balance in Speech and Song","year":2019,"lang":"en","type":"article","venue":"Folia Phoniatrica et Logopaedica","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Toronto","keywords":"Nasality; Audiology; Focus (optics); Voice Training; Singing; Phonation; Psychology; Stimulus (psychology); Balance (ability); Tongue; Medicine; Speech recognition; Vowel; Cognitive psychology; Acoustics; Computer science; Pathology; Neuroscience","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006361861,0.0002267144,0.0004454971,0.0003720998,0.00003682058,0.00001487994,0.0004466371,0.000279996,0.0005877238],"category_scores_gemma":[0.0001378444,0.0002106591,0.00006225986,0.0006022485,0.0001747314,0.0000797411,0.0002008043,0.0006909728,0.001123482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005141055,"about_ca_system_score_gemma":0.0001129142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001290336,"about_ca_topic_score_gemma":0.00009578424,"domain_scores_codex":[0.9977029,0.0003000268,0.0004155954,0.0005748457,0.0003846258,0.0006220292],"domain_scores_gemma":[0.9985902,0.0004249136,0.0001657673,0.0005782274,0.00007625882,0.0001646703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001706294,0.001192409,0.9593375,0.0001166342,0.0001732633,0.0002888939,0.002919818,0.0001985909,0.006169576,0.003591266,0.01444147,0.00986432],"study_design_scores_gemma":[0.002867638,0.001122319,0.98983,0.0000507899,0.00001697944,0.00003141199,0.000066063,0.000104578,0.0007485724,0.001865793,0.00306687,0.0002289489],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851402,0.0009932773,0.000004365885,0.0007192994,0.0002937237,0.0004431842,0.00004743934,0.00003056938,0.01232794],"genre_scores_gemma":[0.997953,0.0003519163,0.0001663501,0.000469931,0.00005478936,0.00003734862,0.000007140336,0.00002957984,0.0009299474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03049257,"threshold_uncertainty_score":0.9996542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0151817090850644,"score_gpt":0.3243776754069161,"score_spread":0.3091959663218517,"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."}}