{"id":"W6981887376","doi":"","title":"The forebrain dynamic and electrophysiological mark of sleep onset process","year":2023,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Electrophysiology; Process (computing); Sleep (system call); Forebrain; 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":[0.00007403648,0.0001125866,0.0001086818,0.0003044362,0.0001340302,0.0003176041,0.0001269768,0.0001792422,0.002155456],"category_scores_gemma":[0.0001057462,0.0000649034,0.0001190256,0.0001646095,0.0003001198,0.0002546476,0.0001950367,0.0002953764,0.0004900014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000278809,"about_ca_system_score_gemma":0.0001809684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00127482,"about_ca_topic_score_gemma":0.0024171,"domain_scores_codex":[0.9999788,0.000002915644,0.000001358024,0.000006840642,0.000005850291,0.000004289252],"domain_scores_gemma":[0.9999641,0.000003708877,0.000008661071,0.000003688165,0.00001033914,0.000009437751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000159661,0.0000173341,0.007620318,0.0001434525,0.00001990816,0.0003532765,0.0004721052,0.0001028246,0.9212193,0.007626607,0.0009761659,0.06128915],"study_design_scores_gemma":[0.00001771554,0.0004213228,0.8699014,0.000129098,0.0000395903,0.001113905,0.0005138635,0.0006195251,0.09337597,0.006700082,0.02713893,0.00002868411],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8508458,0.02024101,0.03928575,0.00113001,0.0002426049,0.0001717027,0.002374072,0.0004796908,0.08522934],"genre_scores_gemma":[0.9637228,0.00489567,0.009885107,0.000275033,0.00008260989,0.0001080936,0.0005362413,0.00004390702,0.02045047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002155456,"threshold_uncertainty_score":0.007210732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02186841015801115,"score_gpt":0.2931001271520216,"score_spread":0.2712317169940104,"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."}}