{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004739155,0.0001214938,0.0001579152,0.00009869065,0.0002788052,0.0001421648,0.0003168675,0.00004417418,0.00007156299],"category_scores_gemma":[0.0001547373,0.00009229139,0.00003049592,0.0004371148,0.0003510605,0.0005192847,0.0000800672,0.00005731338,0.000005809895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009500324,"about_ca_system_score_gemma":0.00004415826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002224234,"about_ca_topic_score_gemma":0.0001033128,"domain_scores_codex":[0.9986867,0.00005612832,0.0002603292,0.0004327206,0.0002943782,0.0002697785],"domain_scores_gemma":[0.9993147,0.0002782686,0.0001347795,0.0001122745,0.00009763533,0.00006228751],"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":[0.00002120877,0.0002165812,0.003567256,0.00002514534,0.000001482276,4.202018e-7,0.0009810991,0.00006479354,0.9313065,0.002462164,0.00144516,0.05990816],"study_design_scores_gemma":[0.000343511,0.0006712069,0.001445136,0.00003112919,0.000009410589,0.000007180749,0.0002165264,0.00213565,0.9876727,0.0002947213,0.007006173,0.0001666084],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935832,0.00007040184,0.0007534878,0.004458848,0.0001800556,0.0002700032,0.00003857842,0.00003036926,0.0006150397],"genre_scores_gemma":[0.9966505,0.00001629472,0.002346546,0.0004440571,0.00007124967,0.00002416328,0.000002783978,0.000004566117,0.0004398331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05974155,"threshold_uncertainty_score":0.3763534,"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."}}