{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007010153,0.0003773552,0.0004484237,0.0004592562,0.0004034317,0.0007150678,0.0003071167,0.0003424607,0.000605378],"category_scores_gemma":[0.0006447444,0.0001498251,0.0006279105,0.0004820511,0.0003061996,0.000455978,0.0005285026,0.0002969237,0.0001367543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004999018,"about_ca_system_score_gemma":0.0002396494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01254894,"about_ca_topic_score_gemma":0.01750241,"domain_scores_codex":[0.9996917,0.00006555062,0.00002458083,0.0001447223,0.00002944893,0.00004403077],"domain_scores_gemma":[0.9993908,0.0001580543,0.0001750534,0.00006025289,0.0001014874,0.0001143595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009410285,0.00008736704,0.9220095,0.00008309119,0.0005778694,0.0002212504,0.0003769621,0.001192971,0.06963981,0.00006220365,0.0001023105,0.004705542],"study_design_scores_gemma":[0.000001981045,0.00003010515,0.9989108,0.000001845167,0.00002272424,0.00002746551,0.00008113986,0.0004377427,0.0003784631,0.00001250033,0.00009292836,0.000002405276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993284,0.0001687192,0.0001155637,0.00001256091,0.000002649834,0.000002118451,0.0001857404,0.000004726075,0.0001796531],"genre_scores_gemma":[0.9991754,0.00007712041,0.0001846712,0.00001808595,0.000003040582,0.000007774147,0.0004343577,0.000005636305,0.00009383124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01254894,"threshold_uncertainty_score":0.02495176,"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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