{"id":"W4286375589","doi":"10.1177/23312165221103340","title":"The Effects of Hearing-Aid Amplification and Noise on Conversational Dynamics Between Normal-Hearing and Hearing-Impaired Talkers","year":2022,"lang":"en","type":"article","venue":"Trends in Hearing","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Hearing aid; Audiology; Articulation (sociology); Psychology; QUIET; Noise (video); Intelligibility (philosophy); Computer science; Medicine","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":[0.001244273,0.0006086001,0.0004021192,0.0004908232,0.0004611674,0.0007111033,0.0002953007,0.0004858253,0.001401632],"category_scores_gemma":[0.007685516,0.0002335085,0.0002975046,0.00008725186,0.0006839021,0.0004894184,0.00135262,0.0002914395,0.0003180553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002426654,"about_ca_system_score_gemma":0.0002644554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001096374,"about_ca_topic_score_gemma":0.00147274,"domain_scores_codex":[0.9988593,0.0004331929,0.0001357776,0.0001696523,0.0002722718,0.0001298085],"domain_scores_gemma":[0.9962847,0.002239628,0.000371325,0.0001293827,0.0003947374,0.0005800509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01906301,0.002010402,0.1905738,0.000855436,0.0003703933,0.002883423,0.02980287,0.001248435,0.6798951,0.0001772774,0.000194734,0.07292514],"study_design_scores_gemma":[0.0001205811,0.01388003,0.9080405,0.00005235785,0.0003721819,0.002730625,0.01807564,0.001827791,0.05360591,0.0002695522,0.0009348864,0.00008998455],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996042,0.00006274175,0.00006750655,0.000005150285,0.000001847163,0.000006351261,0.000007531585,0.000002495389,0.0002420995],"genre_scores_gemma":[0.9993089,0.00006132262,0.0003333575,0.0000114195,0.000004598429,0.00001886109,0.00002644165,0.000002211081,0.0002327641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001401632,"threshold_uncertainty_score":0.006580472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03794981752184101,"score_gpt":0.2889047770288233,"score_spread":0.2509549595069823,"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."}}