{"id":"W3180411116","doi":"10.1016/j.bandc.2021.105772","title":"The effects of sleep on objective measures of gap detection using a time-efficient multi-deviant paradigm","year":2021,"lang":"en","type":"article","venue":"Brain and Cognition","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Eastern Ontario; Centre for Research on Brain Language and Music; Université de Montréal; McMaster University; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Psychology; Non-rapid eye movement sleep; P3a; Audiology; Sleep (system call); Perception; K-complex; Duration (music); Developmental psychology; Electroencephalography; Event-related potential; Neuroscience","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002040627,0.00005799599,0.00008673863,0.00004067777,0.0001613384,0.00001585919,0.0000224238,0.00003600088,0.000001428406],"category_scores_gemma":[0.002220423,0.00004204842,0.00004045805,0.0001622053,0.0001069665,0.00002754377,0.00001270977,0.00005770833,0.000002130829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001641576,"about_ca_system_score_gemma":0.00002240269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001158604,"about_ca_topic_score_gemma":0.000003328231,"domain_scores_codex":[0.999184,0.0002750284,0.0001298021,0.0001633209,0.0001606723,0.00008721828],"domain_scores_gemma":[0.9985837,0.001174765,0.00007392505,0.00007660602,0.00006762885,0.00002339099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004483616,0.0001087041,0.00001607343,0.00007133685,0.000004299295,0.000001945549,0.000463067,0.0001377667,0.969063,0.0003780063,6.991233e-7,0.0297102],"study_design_scores_gemma":[0.0004767745,0.0002298858,0.01954632,0.0001777847,0.00001640513,0.000009320183,0.0001109803,0.02586686,0.9527048,0.000797867,0.000009056355,0.00005394862],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960646,0.00008832807,0.00321509,0.0001089351,0.0001088318,0.0002371196,0.000003362955,0.00001142723,0.0001623023],"genre_scores_gemma":[0.9998009,0.00001806738,0.00005320778,0.00007452367,0.00001427875,0.00001043816,6.297452e-7,0.000005371041,0.00002254925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02965625,"threshold_uncertainty_score":0.2658214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04080063898154724,"score_gpt":0.2790425488129669,"score_spread":0.2382419098314197,"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."}}