{"id":"W6924993439","doi":"10.17605/osf.io/3tmpc","title":"MIDUS Cognitive Performance","year":2021,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cognition; Variety (cybernetics); Effects of sleep deprivation on cognitive performance; Cognitive systems; Elementary cognitive task","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001215111,0.0006564519,0.0007282676,0.0003944306,0.0001344614,0.00007182909,0.001053463,0.001526298,0.9829589],"category_scores_gemma":[0.0006412054,0.0007198246,0.0003648299,0.0003778251,0.000347298,0.00005426729,0.0009096273,0.001346963,0.9498843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000108366,"about_ca_system_score_gemma":0.0001726102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007016648,"about_ca_topic_score_gemma":0.0001165239,"domain_scores_codex":[0.9943287,0.0007082509,0.000568796,0.003206552,0.000426523,0.000761129],"domain_scores_gemma":[0.9950991,0.0003295278,0.0004542155,0.003727755,0.0001190132,0.0002703702],"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":[0.0001550629,0.0009525769,0.008570507,0.0002518198,0.003601343,0.0002185574,0.001940732,0.00001696814,0.00004698238,0.0005443185,0.9172353,0.06646584],"study_design_scores_gemma":[0.002110913,0.000001886801,0.003717466,0.001021266,0.00054254,0.0001068559,0.0008562439,0.00002495116,0.0002255773,0.0001491362,0.9903231,0.0009201218],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003190023,0.0001451077,0.0002013367,0.00007712197,0.002583972,0.001090207,0.00004609611,0.0004109925,0.9922552],"genre_scores_gemma":[0.005515977,0.001599176,0.000147743,0.0003157277,0.00029799,0.0004129381,0.0002196551,0.0005945342,0.9908963],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07308775,"threshold_uncertainty_score":0.9997699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01497332055341606,"score_gpt":0.2801213143311047,"score_spread":0.2651479937776886,"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."}}