{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001253563,0.001136051,0.0006049011,0.001880006,0.0009584178,0.001827018,0.001228909,0.0009865011,0.01682312],"category_scores_gemma":[0.004509602,0.0003242031,0.001018591,0.0009391772,0.0002796265,0.001029445,0.001464385,0.001022818,0.006266386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007916703,"about_ca_system_score_gemma":0.0007039849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01325019,"about_ca_topic_score_gemma":0.02321671,"domain_scores_codex":[0.9994671,0.0000766263,0.00005352353,0.0001732136,0.0001379839,0.00009165503],"domain_scores_gemma":[0.9972714,0.0003076344,0.0006691624,0.0003458407,0.0007873232,0.0006185324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00494782,0.002636648,0.8225204,0.0004128235,0.001042918,0.0001563584,0.001076209,0.0006742411,0.001674249,0.002145269,0.07804751,0.08466547],"study_design_scores_gemma":[0.00008671993,0.0007629793,0.9873787,0.00002705998,0.00009982935,0.0001071127,0.0001256598,0.0004290969,0.0005262045,0.0005492427,0.009877278,0.00003018194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8962871,0.0005188088,0.001289105,0.0005407462,0.0002984618,0.0006544621,0.05726943,0.0007357676,0.04240619],"genre_scores_gemma":[0.8756688,0.0004808963,0.00500307,0.0007044612,0.0003088771,0.002493234,0.06616607,0.0002133517,0.04896131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01682312,"threshold_uncertainty_score":0.05627894,"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."}}