{"id":"W4289781874","doi":"10.1044/2022_jslhr-21-00209","title":"Recognizing Voices Through a Cochlear Implant: A Systematic Review of Voice Perception, Talker Discrimination, and Talker Identification","year":2022,"lang":"en","type":"review","venue":"Journal of Speech Language and Hearing Research","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cochlear implant; Speech perception; Audiology; Perception; Psychology; Identification (biology); Noise (video); Medicine; Computer science","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":[0.006163101,0.001529079,0.006478996,0.01485331,0.0008418166,0.002793255,0.002345743,0.002210806,0.003505429],"category_scores_gemma":[0.0331005,0.001043737,0.005197989,0.01315079,0.001118718,0.002907922,0.001691896,0.00123466,0.0004190549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002821427,"about_ca_system_score_gemma":0.01280764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008928093,"about_ca_topic_score_gemma":0.02922166,"domain_scores_codex":[0.9943538,0.001240262,0.002647235,0.0004792871,0.001112151,0.000167363],"domain_scores_gemma":[0.9649506,0.02668105,0.004526175,0.0003802966,0.003143075,0.0003187862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001024875,0.00001660877,0.0005978316,0.9479476,0.002430634,0.0001244802,0.0002857611,0.00004921522,0.0002100714,0.0001596775,0.001092043,0.04698355],"study_design_scores_gemma":[0.00007140604,0.0002275061,0.003965197,0.9429088,0.02913629,0.0006113747,0.0004623797,0.00005401646,0.0002197105,0.0002152229,0.02208577,0.00004223243],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000629765,0.9987954,0.00007931417,0.0001143544,0.00005835401,0.00006582923,0.0001204262,0.000004289576,0.0001323272],"genre_scores_gemma":[0.005268468,0.9936962,0.0003851514,0.0002507266,0.00004922962,0.0001560643,0.0001209115,0.000003616442,0.0000697143],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01485331,"threshold_uncertainty_score":0.03259403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1724205993810705,"score_gpt":0.455035704884273,"score_spread":0.2826151055032025,"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."}}