{"id":"W3185532362","doi":"10.3389/ffgc.2021.678480","title":"Effects of Climate and Atmospheric Nitrogen Deposition on Early to Mid-Term Stage Litter Decomposition Across Biomes","year":2021,"lang":"en","type":"article","venue":"Frontiers in Forests and Global Change","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Northern Research Station; Yugra State University; Institute of Botany of the Czech Academy of Sciences; School of Life and Environmental Sciences, Deakin University; Consejo Superior de Investigaciones Científicas; Centro de Estudos Ambientais e Marinhos, Universidade de Aveiro; International Institute of Tropical Forestry; Hawkesbury Institute for the Environment, Western Sydney University; Advanced Research Projects Agency; U.S. Forest Service; Directorate for Biological Sciences; Université de Paris; Sorbonne Université; Deutsches Zentrum für integrative Biodiversitätsforschung Halle-Jena-Leipzig; Tartu Ülikool; Western Sydney University; Universidade Estadual de Maringá; Université de Franche-Comté; Universität Rostock; Johns Hopkins University; Universität Innsbruck; International Institute for Applied Systems Analysis; Université de Lyon; Deakin University; Université Paris-Est Créteil Val-de-Marne; Universidad Nacional de la Patagonia Austral; University of Minnesota; Universidade Federal do Rio Grande do Norte; Universidade Federal de Mato Grosso do Sul; Institut National de la Recherche Agronomique; Universität Duisburg-Essen; Université Claude Bernard Lyon 1; Université de Genève; Fundação para a Ciência e a Tecnologia; Tomsk State University; Université de Bordeaux; Deutsche Forschungsgemeinschaft; Fundación Charles Darwin; Universität Leipzig; Ministério da Ciência, Tecnologia e Ensino Superior; Hokkaido University; Universidade de Lisboa; Universidad Nacional Autónoma de México; Latvijas Universitate; Oulun Yliopisto; Universität Wien; Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement; Centre National de la Recherche Scientifique; Universidad de Buenos Aires; Université de Toulouse; Universitat de Barcelona; Université de Moncton; Bjerknessenteret for klimaforskning, Universitetet i Bergen; Instituto de Ciencias del Mar y Limnología, Universidad Nacional Autónoma de México; Bureau de Recherches Géologiques et Minières; University of Tokyo; Slovenská Akadémia Vied; KU Leuven; Akademie Věd České Republiky; Pontificia Universidad Católica de Chile; Natural Environment Research Council; Justus Liebig Universität Gießen; Rheinische Friedrich-Wilhelms-Universität Bonn; Qatar University; Universität Greifswald; Swiss Federal Institute for Forest, Snow and Landscape Research; Université de Lorraine; Universitat Autònoma de Barcelona; Eidgenössische Technische Hochschule Zürich; Helsingin Yliopisto; U.S. Department of Agriculture; Forestry and Forest Products Research Institute; Česká geologická služba; Georg-August-Universität Göttingen; Universität für Bodenkultur Wien; Université d'Orléans; Akita Prefectural University; Université Savoie Mont Blanc; WSL-Institut für Schnee- und Lawinenforschung SLF; Albert-Ludwigs-Universität Freiburg; Rubenstein School of Environment and Natural Resources, University of Vermont; Université Grenoble Alpes; Université de Rennes 1; Universiteit Gent; Oregon State University; University of Alberta; Université du Québec à Montréal; Arizona State University; Virginia Commonwealth University; Instituto Nacional de Tecnología Agropecuaria; Österreichischen Akademie der Wissenschaften; Universidade Federal do Rio de Janeiro; Helmholtz-Zentrum für Umweltforschung; Jihočeská Univerzita v Českých Budějovicích; Università degli Studi di Parma; Tomsk Polytechnic University; Universidad de Alicante; Syracuse University; Southern Federal University; Sveriges Lantbruksuniversitet; Università degli Studi dell'Aquila; Edna Bailey Sussman Foundation; Instituto de Ecología y Biodiversidad; Boise State University; Vedecká Grantová Agentúra MŠVVaŠ SR a SAV; Universidade de Aveiro; Philipps-Universität Marburg; State University of New York; European Commission; Eberhard Karls Universität Tübingen; Sight Research UK; Université du Québec à Trois-Rivières","keywords":"Biome; Deposition (geology); Environmental science; Litter; Cycling; Nitrogen; Terrestrial ecosystem; Temperate climate; Nutrient cycle; Plant litter; Ecosystem; Nutrient; Environmental chemistry; Decomposition; Chemistry; Ecology; Animal science; Biology; Geography; Forestry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005497788,0.000113868,0.0001703361,0.00000438804,0.00006912542,0.00005194955,0.00005220582,0.00008207216,0.000002800205],"category_scores_gemma":[0.000007105034,0.00005825526,0.00004199481,0.0002622392,0.00003930077,0.00007745882,0.00007643279,0.00003915211,9.44631e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000038547,"about_ca_system_score_gemma":0.000001717321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004081431,"about_ca_topic_score_gemma":0.001788715,"domain_scores_codex":[0.9992666,0.000042403,0.000117054,0.0002282555,0.000105323,0.0002403795],"domain_scores_gemma":[0.9997811,0.0000225449,0.00004130527,0.00003444503,0.00002636452,0.00009427479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001270334,0.00005855587,0.9393467,0.00005080248,0.00001279062,0.000039492,0.0001839763,4.174067e-7,0.002905702,0.00004605715,0.0000270679,0.05720137],"study_design_scores_gemma":[0.0002880873,0.0003564091,0.9948512,0.00007169299,0.00001135497,0.000006855409,0.0001238158,0.0002647434,0.003485198,0.00037266,0.00004961183,0.000118354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978187,0.001405761,0.00001463882,0.0001663228,0.0001896397,0.000210997,0.0001429593,0.00001504467,0.00003593802],"genre_scores_gemma":[0.998606,0.0003750771,0.0005393202,0.0003386688,0.00005929128,0.00002357438,0.0000510125,0.000001140017,0.000005944833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05708302,"threshold_uncertainty_score":0.2375581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00907658936479223,"score_gpt":0.2451111138161637,"score_spread":0.2360345244513715,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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