{"id":"W3200377900","doi":"10.1093/sleep/zsab235","title":"Identification of ultrastructural signatures of sleep and wake in the fly brain","year":2021,"lang":"en","type":"article","venue":"SLEEP","topic":"Neurobiology and Insect Physiology Research","field":"Neuroscience","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"National Institute of Neurological Disorders and Stroke; National Institute of Mental Health; National Institutes of Health; U.S. Department of Defense","keywords":"Sleep (system call); Biology; Cytoplasm; Sleep restriction; Golgi apparatus; Sleep deprivation; Ultrastructure; Neuroscience; Nucleus; Anatomy; Cell biology; Pathology; Endocrinology; Circadian rhythm; Medicine; Endoplasmic reticulum","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":[0.0001166664,0.0001725146,0.0001714213,0.0004412155,0.0001953829,0.0002942782,0.0001200656,0.0002379153,0.0004018808],"category_scores_gemma":[0.0001924248,0.000181216,0.0001585654,0.000159895,0.0002618593,0.0002328713,0.0002498735,0.0002520264,0.0001041201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002414017,"about_ca_system_score_gemma":0.0001597801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002371932,"about_ca_topic_score_gemma":0.007699471,"domain_scores_codex":[0.9999342,0.000006350765,0.000007205871,0.00002154442,0.00001925056,0.00001150941],"domain_scores_gemma":[0.9998434,0.00002315102,0.00006791211,0.00001721705,0.0000253184,0.00002300001],"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":[0.00006343795,0.000006711175,0.01006948,0.00004240198,0.00002160505,0.00005967565,0.00006902101,0.0001397139,0.9872823,0.00004938121,0.00002335733,0.002172872],"study_design_scores_gemma":[0.000004345132,0.0001175299,0.854479,0.00001231674,0.00003307947,0.0005685408,0.0001551842,0.003281638,0.1407827,0.0001181612,0.0004354445,0.00001214005],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970943,0.0002503469,0.002153883,0.00001117084,0.000001796889,0.000007303587,0.0002709168,0.00002837336,0.0001819615],"genre_scores_gemma":[0.9957903,0.0002057544,0.00319518,0.00001825044,0.00000166008,0.00001412667,0.0004228019,0.00001836691,0.0003335328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002371932,"threshold_uncertainty_score":0.004716218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01709648856290619,"score_gpt":0.2874853988276084,"score_spread":0.2703889102647022,"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."}}