{"id":"W7092499391","doi":"10.12751/g-node.xzmv31","title":"Dataset for Findlay et al., 2025, Nature Neuroscience","year":2025,"lang":"en","type":"dataset","venue":"German Neuroinformatics Node","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Session (web analytics); Key (lock); Sleep (system call); Sleep deprivation","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":[0.001858398,0.00240896,0.00168388,0.004656074,0.0009338675,0.003109512,0.003001288,0.002822284,0.125357],"category_scores_gemma":[0.01422922,0.0005713353,0.001897737,0.005646289,0.0004785898,0.001451313,0.002044962,0.001750487,0.1068078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001568579,"about_ca_system_score_gemma":0.003590433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01010207,"about_ca_topic_score_gemma":0.02538073,"domain_scores_codex":[0.9986849,0.0002367107,0.0001883883,0.0004433399,0.0002765563,0.0001700914],"domain_scores_gemma":[0.9962206,0.001776616,0.0004070625,0.0006637173,0.0006139776,0.000317998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001230623,0.00002377225,0.0007381779,0.002236064,0.0001055152,0.00004521762,0.00002503595,0.0003712216,0.0001632761,0.000752083,0.9919057,0.003510792],"study_design_scores_gemma":[0.0004479332,0.00003127556,0.002975128,0.0009543066,0.0001631477,0.0001404544,0.00004700398,0.0005539783,0.0003533062,0.003373336,0.990921,0.00003904884],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00009099905,0.0001701601,0.0001157379,0.00007474392,0.00002821978,0.00001516752,0.9986575,0.0002898988,0.0005575495],"genre_scores_gemma":[0.000457599,0.0001253548,0.0005063851,0.0001005972,0.00001088118,0.000158567,0.9979544,0.0001222177,0.0005639178],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.125357,"threshold_uncertainty_score":0.4193608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04617786346018508,"score_gpt":0.3941162048864725,"score_spread":0.3479383414262874,"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."}}