{"id":"W3047627873","doi":"10.1097/aud.0000000000000892","title":"The Accuracy of Envelope Following Responses in Predicting Speech Audibility","year":2020,"lang":"en","type":"article","venue":"Ear and Hearing","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Center for Advancing Translational Sciences; Canadian Institutes of Health Research","keywords":"Formant; Audiology; Stimulus (psychology); Mathematics; Correlation; Speech recognition; Acoustics; Vowel; Statistics; Psychology; Medicine; Computer science; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00195556,0.0004063763,0.0002255464,0.0004606447,0.00008032993,0.0005402206,0.00020402,0.0005399563,0.001194099],"category_scores_gemma":[0.0170129,0.0001535921,0.0001762591,0.0001333527,0.000231895,0.0005197035,0.000317303,0.0002494275,0.0006278002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008798679,"about_ca_system_score_gemma":0.0001292539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005198335,"about_ca_topic_score_gemma":0.000494856,"domain_scores_codex":[0.9992205,0.0002901425,0.00008487651,0.0001819895,0.00017073,0.00005179987],"domain_scores_gemma":[0.9920283,0.005740187,0.0008179863,0.0003787853,0.0008591295,0.0001756098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005503079,0.0002176118,0.5417488,0.0003883928,0.0002856327,0.0002706609,0.0005361738,0.005667132,0.2816269,0.0001462638,0.0002710386,0.1633383],"study_design_scores_gemma":[0.00005001991,0.002104133,0.9091717,0.00004800684,0.0001457137,0.001158911,0.0002611552,0.03075942,0.05560482,0.0001720326,0.0004648106,0.0000592625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877036,0.0002008264,0.01089169,0.00002662701,0.00001360806,0.00002190007,0.000115768,0.0001418569,0.0008839931],"genre_scores_gemma":[0.9970822,0.00006141185,0.002543447,0.00001377189,0.000007715385,0.000008294572,0.0001056536,0.00001313093,0.0001643296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00195556,"threshold_uncertainty_score":0.01034206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07880111059795442,"score_gpt":0.3287515868204577,"score_spread":0.2499504762225033,"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."}}