{"id":"W4382932329","doi":"10.1038/s41467-023-39559-2","title":"Stratospheric water vapor affecting atmospheric circulation","year":2023,"lang":"en","type":"article","venue":"Nature Communications","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"Goddard Space Flight Center; Centro Svizzero di Calcolo Scientifico; Serono Symposia International Foundation; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Scheme for Promotion of Academic and Research Collaboration; Commonwealth Scientific and Industrial Research Organisation; Met Office; National Supercomputing Centre Singapore; Environment and Climate Change Canada; Universidad Complutense de Madrid; Natural Environment Research Council; New Zealand Government; Helmholtz Association; National Aeronautics and Space Administration; National Institute of Water and Atmospheric Research; Deutsche Forschungsgemeinschaft; Morgan State University; National Science Foundation","keywords":"Environmental science; Atmospheric sciences; Water vapor; Circulation (fluid dynamics); Meteorology; Astrobiology; Physics; Mechanics","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003026838,0.0001265738,0.0001293826,0.000006162047,0.0005673848,0.00007470002,0.0006214555,0.0001888014,0.001079307],"category_scores_gemma":[0.00004712443,0.00009529748,0.00006999214,0.0008169811,0.00007171991,0.0002253209,0.0000663953,0.0005194751,0.002080861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007846829,"about_ca_system_score_gemma":0.00002754743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002709484,"about_ca_topic_score_gemma":0.00151605,"domain_scores_codex":[0.9989725,0.0001116522,0.0001969903,0.0001963169,0.0001927072,0.0003298557],"domain_scores_gemma":[0.9986834,0.000216596,0.00005964612,0.0009078836,0.00005454188,0.00007793798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001396238,0.0000480414,0.892385,0.00002811561,0.00007488174,0.00001241662,0.001245905,0.01240154,0.0007631194,0.0009591431,0.004558207,0.08750965],"study_design_scores_gemma":[0.0001760188,0.00003173221,0.8840751,0.00001198692,0.00002788617,0.00001204603,0.0007691901,0.07696155,0.00007419761,0.0006774307,0.03693868,0.0002441838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9545107,0.002243425,0.00009692048,0.001813763,0.0004406548,0.0002552788,0.00001897305,0.0005727458,0.04004753],"genre_scores_gemma":[0.9931962,0.0003957385,0.005134163,0.0002771101,0.00006757704,0.000004363413,0.0005923482,0.000008263499,0.0003242028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08726547,"threshold_uncertainty_score":0.9998338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02020467075596492,"score_gpt":0.2625618141506205,"score_spread":0.2423571433946556,"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."}}