{"id":"W2134031337","doi":"10.1080/14015430050175860","title":"Formal perceptual evaluation of voice quality in the United Kingdom","year":2000,"lang":"en","type":"article","venue":"Logopedics Phoniatrics Vocology","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Terminology; Perception; Quality (philosophy); Reliability (semiconductor); Computer science; Variety (cybernetics); Position statement; Scheme (mathematics); Statement (logic); Speech recognition; Sound quality; Problem statement; Voice analysis; Psychology; Artificial intelligence; Medicine; Linguistics; Management science; Engineering; Mathematics","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":[0.007886614,0.0003193479,0.0004750553,0.002084086,0.0004965854,0.002760488,0.0004898954,0.0004546953,0.005660225],"category_scores_gemma":[0.02720531,0.0001958918,0.0003092112,0.001025916,0.001167674,0.00104058,0.002975448,0.0005349569,0.001778109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002002238,"about_ca_system_score_gemma":0.002567357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01171285,"about_ca_topic_score_gemma":0.009275942,"domain_scores_codex":[0.9883226,0.003717327,0.002319296,0.0003823472,0.004904494,0.0003539521],"domain_scores_gemma":[0.9806088,0.003833514,0.002622195,0.001385776,0.0108926,0.000657073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001214795,0.0002126008,0.08343873,0.0023791,0.00005666515,0.001413789,0.01289159,0.001645944,0.02974437,0.01214337,0.03272089,0.8221382],"study_design_scores_gemma":[0.0002745237,0.004537351,0.6112738,0.004999759,0.0001433758,0.0107691,0.02467937,0.007397164,0.02535279,0.006406791,0.303563,0.0006028721],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6829503,0.02353581,0.08530168,0.007821887,0.002429078,0.002722809,0.005128503,0.001958299,0.1881516],"genre_scores_gemma":[0.9532599,0.003697584,0.0303556,0.0005336516,0.0001201519,0.000604816,0.001258265,0.0001271433,0.01004297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01171285,"threshold_uncertainty_score":0.04170895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1094597481985031,"score_gpt":0.3964742525050625,"score_spread":0.2870145043065594,"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."}}