{"id":"W7132980815","doi":"","title":"Children&apos;s Perception of Speaker Identity from Spectrally Degraded Input","year":2009,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Cochlear implant; Context (archaeology); Speech perception; Perception; Identity (music); Salient; Implant","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":[0.0007244353,0.0003634244,0.000422486,0.0003928972,0.000181465,0.001171785,0.0002235572,0.0004222311,0.002687272],"category_scores_gemma":[0.003097727,0.0002887584,0.0003022066,0.0001202657,0.0004434272,0.0006321709,0.0005394547,0.0004444522,0.0008264399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000186644,"about_ca_system_score_gemma":0.0003372018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002294429,"about_ca_topic_score_gemma":0.002466487,"domain_scores_codex":[0.9996588,0.00002960847,0.00004672089,0.00008472567,0.0001260454,0.00005407488],"domain_scores_gemma":[0.998208,0.0007498048,0.0004306728,0.0001543574,0.0002936639,0.0001634424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001295889,0.0003308162,0.4479276,0.0004706264,0.00007933601,0.003955066,0.01683855,0.0008869628,0.4352214,0.0006941995,0.001117039,0.09118252],"study_design_scores_gemma":[0.00004229882,0.002017671,0.9202509,0.00007520845,0.0001257231,0.005598105,0.008756772,0.001560378,0.05829772,0.0003487158,0.002845043,0.00008151516],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989668,0.00006421972,0.0002573622,0.00001752667,0.000004322841,0.000005864045,0.00006892162,0.00001556582,0.0005995266],"genre_scores_gemma":[0.9972982,0.0002735395,0.001081737,0.00003618249,0.000004230167,0.00001677256,0.0001856019,0.00001049041,0.001093249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002687272,"threshold_uncertainty_score":0.008989811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03506644970526363,"score_gpt":0.3634614889711634,"score_spread":0.3283950392658997,"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."}}