{"id":"W1991164506","doi":"10.1017/s0140525x0541002x","title":"Consolidation enhancement: Which stages of sleep for which tasks?","year":2005,"lang":"en","type":"article","venue":"Behavioral and Brain Sciences","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Consolidation (business); Sleep (system call); Psychology; Memory consolidation; Cognitive psychology; Sleep Stages; Developmental psychology; Neuroscience; Polysomnography; Computer science; Business; Electroencephalography","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":[0.0008610614,0.0005152588,0.0006331239,0.0005159053,0.0002383892,0.001200251,0.0008776978,0.0008641273,0.004911829],"category_scores_gemma":[0.002438921,0.0003115791,0.0007691969,0.000370885,0.0007675161,0.003587488,0.0008202482,0.0009327604,0.001346995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004269706,"about_ca_system_score_gemma":0.0006847313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001296787,"about_ca_topic_score_gemma":0.001793194,"domain_scores_codex":[0.999745,0.00005381822,0.00002716255,0.00007586488,0.00004305959,0.00005520062],"domain_scores_gemma":[0.9991359,0.0002290989,0.0002186509,0.0001399486,0.0001409797,0.0001353886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004063095,0.000921787,0.0594164,0.001466541,0.0003095921,0.00107213,0.001224069,0.01332657,0.2582029,0.1853156,0.009711399,0.4649698],"study_design_scores_gemma":[0.0004859348,0.003259123,0.2107188,0.0007099572,0.0003983859,0.003659045,0.00171475,0.1470429,0.06416675,0.5482524,0.01936369,0.0002283259],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6098998,0.006719898,0.3101946,0.01272446,0.0006697384,0.0006596062,0.001070326,0.0009903043,0.05707125],"genre_scores_gemma":[0.9551291,0.002863894,0.03156825,0.0008068953,0.0001372867,0.0002548422,0.0003319113,0.0001212291,0.008786617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004911829,"threshold_uncertainty_score":0.01643175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06902034922348985,"score_gpt":0.3542293790507688,"score_spread":0.2852090298272789,"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."}}