{"id":"W1513041136","doi":"10.1002/0470018860.s00441","title":"Sleep Reduction, Cognitive Effects of","year":2005,"lang":"en","type":"other","venue":"Encyclopedia of Cognitive Science","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Vigilance (psychology); Sleep loss; Sleep (system call); Mood; Audiology; Cognition; Psychology; Effects of sleep deprivation on cognitive performance; Slow-wave sleep; Sleep deprivation; Medicine; Clinical psychology; Psychiatry; Cognitive psychology; Electroencephalography; 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":[0.0001513985,0.0002767568,0.0001452246,0.0002979809,0.000215922,0.0002687823,0.0002523536,0.0002197117,0.01628958],"category_scores_gemma":[0.0004654346,0.00003191792,0.0002386752,0.0002004377,0.0001677076,0.0001084122,0.0001764315,0.0004086237,0.001268808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002243802,"about_ca_system_score_gemma":0.0002873386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002132728,"about_ca_topic_score_gemma":0.004597893,"domain_scores_codex":[0.9999503,0.00001190461,0.000003859041,0.00001000646,0.00001339094,0.00001060814],"domain_scores_gemma":[0.9998863,0.00003082115,0.00001865403,0.00001057132,0.00002525175,0.00002840748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006536892,0.004414923,0.007371097,0.003657558,0.0003736958,0.0004791485,0.0002549935,0.000192679,0.03569999,0.001696369,0.01670045,0.9226223],"study_design_scores_gemma":[0.002898714,0.03078299,0.6007776,0.001869558,0.001397134,0.003896165,0.0007803534,0.0005936709,0.03380797,0.004269253,0.3188729,0.00005379472],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6180419,0.1838395,0.0008315876,0.004033534,0.001287344,0.0002996097,0.001931071,0.0002340964,0.1895013],"genre_scores_gemma":[0.9284792,0.0285662,0.0006700539,0.001724051,0.0004815173,0.00009622491,0.000848758,0.00002145242,0.03911265],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01628958,"threshold_uncertainty_score":0.05449402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007372452143491181,"score_gpt":0.2937948881827173,"score_spread":0.2864224360392261,"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."}}