{"id":"W4417145197","doi":"10.1097/aud.0000000000001767","title":"Importance of Vowel Harmonic Phase and Fundamental Frequency for Envelope Following Responses","year":2025,"lang":"en","type":"article","venue":"Ear and Hearing","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Western University","funders":"","keywords":"Fundamental frequency; Amplitude; Stimulus (psychology); Vowel; Spectral envelope; Cochlea; Harmonic","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":[0.0002895982,0.0000599237,0.000136791,0.00008462399,0.0001067626,0.000015538,0.00005398869,0.00005135369,0.00005620887],"category_scores_gemma":[0.00004291519,0.00005955433,0.00003356191,0.00006841125,0.00007103124,0.0000267498,0.0000508921,0.0001030169,0.000001993752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009158419,"about_ca_system_score_gemma":0.00003775665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001533693,"about_ca_topic_score_gemma":0.00004122142,"domain_scores_codex":[0.9994237,0.00003118269,0.0001392913,0.0001812458,0.00004015339,0.0001844175],"domain_scores_gemma":[0.9996593,0.0001502986,0.00002300464,0.0001154865,0.00001366857,0.00003822187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009106702,0.0001979643,0.7922462,0.0001368809,0.0003044023,0.0000348569,0.008065222,1.134176e-7,0.1679934,0.006358733,0.001331301,0.0224203],"study_design_scores_gemma":[0.002246303,0.0002512647,0.9881685,0.00004468706,0.00002029037,0.000007189564,0.000341804,0.00002646727,0.003553442,0.004038199,0.001219698,0.000082175],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939766,0.003529736,0.0001236306,0.0003778114,0.0001751677,0.0001669519,0.00001621184,0.000009400783,0.001624526],"genre_scores_gemma":[0.9968028,0.00007451288,0.0005697645,0.00009088864,0.00001654797,0.00002200751,0.00000319787,0.000006286919,0.002413998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1959223,"threshold_uncertainty_score":0.2428555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07333675671892924,"score_gpt":0.4297419942776053,"score_spread":0.3564052375586761,"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."}}