{"id":"W4243519830","doi":"10.1046/j.1440-1819.2000.054003255.x","title":"Preface","year":2000,"lang":"en","type":"article","venue":"Psychiatry and Clinical Neurosciences","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Arousal; Period (music); Sleep medicine; Sleep (system call); Vigilance (psychology); Non-rapid eye movement sleep; Psychophysiology; Psychiatry; Clinical psychology; Sleep disorder; Insomnia; Cognitive psychology; Neuroscience; Electroencephalography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001712663,0.001077066,0.0008833493,0.002363494,0.002873262,0.003571972,0.00161685,0.001506583,0.4712231],"category_scores_gemma":[0.01075949,0.0003306901,0.000675044,0.001644662,0.0006901628,0.002956448,0.002429024,0.002942375,0.3058889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001734443,"about_ca_system_score_gemma":0.002694969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002933417,"about_ca_topic_score_gemma":0.00302508,"domain_scores_codex":[0.9988066,0.0001888713,0.0001004779,0.0002376833,0.0005448149,0.0001215528],"domain_scores_gemma":[0.995003,0.0006870556,0.0001666733,0.000406475,0.002951117,0.0007857062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003623351,0.00001840908,0.0001332699,0.0001006785,0.000002455993,0.00006649461,0.0001304235,0.00003606334,0.0001000453,0.002906869,0.9571192,0.03934991],"study_design_scores_gemma":[0.000003997433,0.00001532367,0.0002788006,0.00009265889,0.000001432997,0.00008270628,0.0001325745,0.00002013891,0.00004923536,0.001118797,0.9982003,0.000004079413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002578936,0.01377848,0.00605737,0.04068365,0.2223408,0.0008494011,0.01330077,0.001939072,0.6984715],"genre_scores_gemma":[0.009091038,0.006939032,0.003316296,0.01027217,0.02653622,0.0004991721,0.01227095,0.0009719688,0.9301033],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4712231,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07175840700988285,"score_gpt":0.3917743712421438,"score_spread":0.3200159642322609,"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."}}