{"id":"W3012272775","doi":"10.1038/s41467-020-15014-4","title":"Global plant trait relationships extend to the climatic extremes of the tundra biome","year":2020,"lang":"en","type":"article","venue":"Nature Communications","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Victoria; Algoma University; Université du Québec à Trois-Rivières; Center for Northern Studies; Université de Sherbrooke; Queen's University; Memorial University of Newfoundland; University of British Columbia; University of Saskatchewan","funders":"Biological and Environmental Research; Division of Environmental Biology; Organismo Autónomo Parques Nacionales; Natural Sciences and Engineering Research Council of Canada; Office of Science; Deutsches Zentrum für integrative Biodiversitätsforschung Halle-Jena-Leipzig; Natural Environment Research Council; Norges Forskningsråd; Aard- en Levenswetenschappen, Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Russian Science Foundation; Qatar Petroleum; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Carl Tryggers Stiftelse för Vetenskaplig Forskning; Biotechnology and Biological Sciences Research Council; National Aeronautics and Space Administration; World Health Organization; Danmarks Grundforskningsfond; Sight Research UK; Deutsche Forschungsgemeinschaft; National Research Foundation; ArcticNet; U.S. Department of Energy; Vetenskapsrådet; Villum Fonden; Aarhus Universitet; Universität Zürich; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Danmarks Frie Forskningsfond; National Science Foundation","keywords":"Tundra; Trait; Biome; Biology; Ecology; Variation (astronomy); Interspecific competition; Plant community; Ecosystem","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":[0.0003921521,0.0001547406,0.0002049471,0.0006244834,0.0002236404,0.0004672051,0.00007931286,0.0001615626,0.001567491],"category_scores_gemma":[0.0009076206,0.00005986138,0.0002001424,0.0008285247,0.000266831,0.0003341291,0.0005208771,0.0002958144,0.0001447242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001427111,"about_ca_system_score_gemma":0.00009256154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003063513,"about_ca_topic_score_gemma":0.00634409,"domain_scores_codex":[0.9998261,0.00003638403,0.000009710881,0.00008196781,0.00001900769,0.00002694251],"domain_scores_gemma":[0.9992861,0.0002085091,0.00025548,0.0001165935,0.00006451069,0.00006874381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001074311,0.00001191639,0.9700359,0.00002830745,0.0003104848,0.00006022904,0.0004787546,0.0004215162,0.01503685,0.0003295838,0.0001851526,0.01299396],"study_design_scores_gemma":[7.271444e-7,0.000009270764,0.9992443,0.000001975445,0.00001010183,0.00002906294,0.0000925854,0.0001265739,0.0001238321,0.0001221498,0.0002375778,0.000002018249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977154,0.0002243789,0.0004089619,0.00005083511,0.000001785356,0.000001201543,0.0004645746,0.000012114,0.001120789],"genre_scores_gemma":[0.9995459,0.00004587501,0.00009632138,0.0000179848,0.000002319512,0.000001026117,0.0002266479,0.000002418085,0.00006156554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003063513,"threshold_uncertainty_score":0.006091356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1223342315518526,"score_gpt":0.2916700006462012,"score_spread":0.1693357690943486,"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."}}