{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001689349,0.002521204,0.0006018325,0.00264899,0.0003763707,0.001401187,0.0010488,0.001305814,0.02006635],"category_scores_gemma":[0.002274932,0.0004260401,0.0006871641,0.003675101,0.0003162656,0.002601867,0.001362174,0.001176565,0.01232726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003764023,"about_ca_system_score_gemma":0.004927546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04843402,"about_ca_topic_score_gemma":0.02640129,"domain_scores_codex":[0.9993593,0.0001475977,0.00004092008,0.00009331099,0.0002588111,0.0001001424],"domain_scores_gemma":[0.9991941,0.00004890812,0.00008315426,0.00003576707,0.0005543805,0.00008380413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001088926,0.000073838,0.004957037,0.006451447,0.0004550648,0.0002428005,0.0001300828,0.01259098,0.004061858,0.02741123,0.6772489,0.2652878],"study_design_scores_gemma":[0.00008590709,0.00009859757,0.01118023,0.0009693504,0.0001050032,0.000093733,0.00009754855,0.002229586,0.001648514,0.004849864,0.9786034,0.00003821433],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.01744698,0.07362283,0.008357718,0.02384466,0.01091819,0.0003938125,0.6700767,0.00269459,0.1926445],"genre_scores_gemma":[0.2371165,0.08069114,0.02065727,0.009321972,0.002090071,0.002403421,0.5619513,0.001084117,0.08468419],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04843402,"threshold_uncertainty_score":0.09630418,"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."}}