{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002321583,0.0002692016,0.0001525808,0.0003315074,0.0005402224,0.000312928,0.0001925594,0.0001848533,0.0008617016],"category_scores_gemma":[0.0004178727,0.00007721772,0.0001688494,0.0001768105,0.0002310581,0.0001219869,0.0002685461,0.0002479654,0.0001164689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004765886,"about_ca_system_score_gemma":0.0004246787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02468758,"about_ca_topic_score_gemma":0.03844448,"domain_scores_codex":[0.9999226,0.0000135082,0.000005384471,0.0000165713,0.00002263978,0.00001925912],"domain_scores_gemma":[0.9997818,0.00001699005,0.00005739823,0.00001074392,0.00004787987,0.00008508024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004860766,0.0005285356,0.9778314,0.0000252235,0.00005979705,0.0006412673,0.001512644,0.0001913944,0.01098964,0.00001620862,0.0001543309,0.007563415],"study_design_scores_gemma":[0.000003405079,0.000817735,0.9975235,0.000003102341,0.000006860269,0.0002638974,0.0006626431,0.0001670285,0.000393026,0.000008805073,0.0001473398,0.000002748213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998133,0.00002230727,0.00002009136,0.000007630184,0.000001243193,0.000004092588,0.00003032857,7.392568e-7,0.0001003275],"genre_scores_gemma":[0.9995178,0.00002364599,0.00008365247,0.00001393789,0.000002474833,0.000006873138,0.00009420633,4.197815e-7,0.0002568434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02468758,"threshold_uncertainty_score":0.04908776,"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."}}