{"id":"W2316011585","doi":"10.3357/asem.2570.2011","title":"Sleep Stability and Cognitive Function in an Arctic Martian Analogue","year":2011,"lang":"en","type":"article","venue":"Aviation Space and Environmental Medicine","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kennedy Space Center; University of Limerick; University College Dublin","keywords":"Alertness; Sleep (system call); Actigraphy; Effects of sleep deprivation on cognitive performance; Sleep deprivation; Martian; Cognition; Mars Exploration Program; Psychology; Sleep inertia; Sleep diary; Spaceflight; Medicine; Circadian rhythm; Audiology; Sleep debt; Psychiatry; Engineering; Computer science; Neuroscience","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002061588,0.0001110636,0.0001304473,0.00008304397,0.00005246935,0.000003551687,0.00002482405,0.0001006751,0.00247118],"category_scores_gemma":[0.00001624904,0.00009729412,0.000009896131,0.00008252222,0.0002150771,0.0001453794,0.00001610469,0.0001453809,0.00003950552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002555125,"about_ca_system_score_gemma":0.000001192864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007254795,"about_ca_topic_score_gemma":0.0003433934,"domain_scores_codex":[0.9991965,0.0001093799,0.0001683452,0.0002820032,0.0000946411,0.0001490735],"domain_scores_gemma":[0.9996455,0.00005807086,0.00005979465,0.0001250388,0.000004162986,0.0001074609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002227504,0.0001703148,0.9454806,0.000002469035,0.00003645183,0.000008470495,0.01015919,1.604885e-7,0.0004018585,0.0004530587,0.00001623073,0.0430484],"study_design_scores_gemma":[0.001644538,0.0006996811,0.9833193,0.00004598002,0.0001087898,0.000004601684,0.01369925,0.00003127886,0.00008435968,0.0002467595,0.00001436931,0.0001010926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959897,0.0007176427,0.0005747624,0.0003040066,0.0001728134,0.0002019957,0.000006671218,0.00001585384,0.002016523],"genre_scores_gemma":[0.9993129,0.00006112218,0.00002361621,0.0003850657,0.00005190719,0.00002256849,0.0001105647,0.00000983423,0.00002239767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04294731,"threshold_uncertainty_score":0.9984407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02990732004703282,"score_gpt":0.2556443948656559,"score_spread":0.2257370748186231,"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."}}