{"id":"W2810313091","doi":"10.5194/essd-12-1561-2020","title":"Global Methane Budget 2000–2020","year":2016,"lang":"en","type":"article","venue":"Earth system science data","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"GDG Environnement; Université du Québec à Montréal; University of Toronto; Environment and Climate Change Canada","funders":"United Nations Environment Programme; Lawrence Berkeley National Laboratory; Biological and Environmental Research; Natural Environment Research Council; Natural Sciences and Engineering Research Council of Canada; University of California, Irvine; Office of Science; U.S. Department of Energy; Vetenskapsrådet; Bundesministerium für Bildung und Forschung; Swedish National Space Agency; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; European Commission; National Science Foundation; University of Minnesota; Belgian Federal Science Policy Office; Sight Research UK; National Aeronautics and Space Administration; Agence Nationale de la Recherche; Environmental Restoration and Conservation Agency; Svenska Forskningsrådet Formas; Horizon 2020 Framework Programme; Scheme for Promotion of Academic and Research Collaboration; Linköpings Universitet; Commonwealth Scientific and Industrial Research Organisation; Met Office; Horizon 2020; Fonds De La Recherche Scientifique - FNRS; Gordon and Betty Moore Foundation","keywords":"Methane; Environmental science; Chemistry","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":[0.001282166,0.0001772552,0.0001697705,0.000005603635,0.0002737958,0.00005863106,0.002392122,0.00004991865,0.001220926],"category_scores_gemma":[0.00008900944,0.0001139186,0.00002856895,0.0007563621,0.001272228,0.001360268,0.002205158,0.00005389718,0.003926925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005031999,"about_ca_system_score_gemma":0.00006392225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004818782,"about_ca_topic_score_gemma":0.0001368044,"domain_scores_codex":[0.997239,0.00006557302,0.0002570169,0.000924541,0.0009278472,0.0005860206],"domain_scores_gemma":[0.9978627,0.00003285963,0.0001071198,0.001670945,0.000004368833,0.0003219914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006590753,0.000222043,0.672932,0.00004203398,0.00003517812,0.0001988899,0.0004379557,0.006043823,0.03499204,0.001724183,0.01696285,0.2663431],"study_design_scores_gemma":[0.001590367,0.0002577126,0.7826634,0.0001857358,0.00005939674,0.0006257228,0.001894766,0.0598301,0.0008690926,0.0002139023,0.1503474,0.001462349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.896343,0.0000991143,0.06473448,0.0008214479,0.001127973,0.0005087488,0.0005762373,0.0002678525,0.03552115],"genre_scores_gemma":[0.9815906,0.00001648487,0.01636306,0.0001330638,0.00006083434,0.000005217649,0.00001357647,0.000009225401,0.001808001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2648808,"threshold_uncertainty_score":0.9996921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0116139975015524,"score_gpt":0.2309983555881162,"score_spread":0.2193843580865638,"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."}}