{"id":"W7161975422","doi":"10.82308/35475","title":"Dynamics of information processing and spontaneous activity during sleep","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hippocampal formation; Population; Oscillation (cell signaling); Sensory system; Sleep (system call); Dynamics (music); Nerve net; Information processing; Cognition; Neural activity","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":[0.00009893644,0.0001083039,0.0001343266,0.0002097347,0.0001506692,0.0003026423,0.0001496429,0.0001723994,0.0007363303],"category_scores_gemma":[0.0007608986,0.0001046459,0.0001373744,0.000166966,0.0002827891,0.0002581403,0.0001944323,0.000268046,0.0001595587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001778467,"about_ca_system_score_gemma":0.0001113882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000744231,"about_ca_topic_score_gemma":0.0007261567,"domain_scores_codex":[0.9999521,0.000006296013,0.000003858606,0.00001482536,0.00001524499,0.000007695117],"domain_scores_gemma":[0.9998639,0.00004425847,0.00003380301,0.00001398671,0.00002661272,0.00001743135],"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":[0.0006088238,0.00006691297,0.05256234,0.0001733658,0.00009916805,0.0006564733,0.001335656,0.008725109,0.8873801,0.007491194,0.0008939335,0.04000705],"study_design_scores_gemma":[0.0001052784,0.0007739913,0.7521816,0.00007601296,0.00007167146,0.000889267,0.0008903065,0.1396458,0.08603283,0.01295088,0.006305994,0.00007640382],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857841,0.0005714949,0.01071302,0.0001303664,0.00001872844,0.00002267763,0.0002888461,0.00008377177,0.002387105],"genre_scores_gemma":[0.9980516,0.0001768816,0.001115155,0.00001307731,0.0000125565,0.00002048606,0.0001735779,0.00001590531,0.0004207217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000744231,"threshold_uncertainty_score":0.002463281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01387515948263388,"score_gpt":0.2863492026682049,"score_spread":0.272474043185571,"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."}}