{"id":"W4396816238","doi":"10.1093/sleepadvances/zpae025","title":"From pole to pole, life-long research of sleep in extreme environments","year":2024,"lang":"en","type":"article","venue":"SLEEP Advances","topic":"High Altitude and Hypoxia","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université de Strasbourg; University of Toronto","keywords":"Adventure; Sleep (system call); Sleep deprivation; Geography; Psychology; Medicine; Demography; History; Psychiatry; Sociology","routes":{"ca_aff":false,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001933555,0.0001085498,0.0001335595,0.000119042,0.00003582764,0.00002143825,0.0002294133,0.00008392135,0.0001011376],"category_scores_gemma":[0.00006347415,0.0001028425,0.00004992027,0.0001919116,0.00007758322,0.00001090646,0.0001654054,0.0001249253,0.0001286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000188078,"about_ca_system_score_gemma":0.0000286404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001993992,"about_ca_topic_score_gemma":0.0005001471,"domain_scores_codex":[0.9987979,0.00006456966,0.0002015635,0.0003997506,0.0002414661,0.0002947445],"domain_scores_gemma":[0.9995342,0.00002788938,0.00002017869,0.0002877817,0.00001583206,0.0001140816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001219561,0.0001344797,0.01829242,0.00004477716,0.00008778168,0.00003816075,0.0003338668,0.0004417988,0.9453529,0.0001729453,0.0009763699,0.03400253],"study_design_scores_gemma":[0.0005577271,0.0004393322,0.02647148,0.0001306486,0.00001991802,0.000001860479,0.0004200542,0.0001527817,0.4716809,0.001038791,0.4987451,0.0003413906],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9694126,0.02679374,0.001157619,0.0003853933,0.0002629292,0.0001813502,0.00004804525,0.000008689164,0.001749683],"genre_scores_gemma":[0.9972445,0.0007602469,0.000646438,0.0001127817,0.0003277225,0.00002818168,0.00006270887,0.00001934502,0.000798014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4977688,"threshold_uncertainty_score":0.4193794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0397254526377596,"score_gpt":0.3234707791201904,"score_spread":0.2837453264824308,"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."}}