{"id":"W4319345875","doi":"10.1038/s41467-023-36216-6","title":"Globally invariant metabolism but density-diversity mismatch in springtails","year":2023,"lang":"en","type":"article","venue":"Nature Communications","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":133,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service; Université du Québec en Outaouais; Western University; Université du Québec à Montréal","funders":"Fondo para la Investigación Científica y Tecnológica; Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada; Russian Science Foundation; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Vedecká Grantová Agentúra MŠVVaŠ SR a SAV; Office of Energy Research and Development; Latvijas Zinātnes Padome; Fundamental Research Funds for the Central Universities; European Commission; Eesti Teadusfondi; Ministerio de Ciencia e Innovación; Agencia Nacional de Promoción Científica y Tecnológica; Australian Government; Agence Nationale de la Recherche; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Carl Tryggers Stiftelse för Vetenskaplig Forskning; Massey University; National Natural Science Foundation of China; Qatar Petroleum; Russian Foundation for Basic Research; Deutsche Forschungsgemeinschaft; Fundação de Amparo à Pesquisa e Inovação do Estado de Santa Catarina; Deutscher Akademischer Austauschdienst; Higher Education Commision, Pakistan","keywords":"Springtail; Tundra; Ecology; Species richness; Biodiversity; Biology; Biomass (ecology); Terrestrial ecosystem; 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":[0.0002686705,0.0001703261,0.0003314568,0.0004575808,0.0002305454,0.0004712795,0.0002110848,0.0002625853,0.002294663],"category_scores_gemma":[0.0009354682,0.000154069,0.0002743696,0.0005642494,0.0002733936,0.0003970899,0.0004376439,0.0001536022,0.0004460512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002077286,"about_ca_system_score_gemma":0.0001417703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005301344,"about_ca_topic_score_gemma":0.009450055,"domain_scores_codex":[0.9998313,0.00002233066,0.000008292334,0.00009665305,0.0000150525,0.00002626251],"domain_scores_gemma":[0.9996397,0.00006253914,0.0001170581,0.00007133549,0.00004243815,0.00006692184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009627927,0.00001285662,0.9811739,0.00002288142,0.0001246128,0.00008020571,0.0001751338,0.0004488335,0.01390921,0.0001454672,0.0001938066,0.003616847],"study_design_scores_gemma":[0.000001408269,0.00001010313,0.9988443,0.000001619283,0.000006127274,0.00004823972,0.00005140035,0.0006104033,0.000148108,0.0001277386,0.0001481778,0.00000242616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986772,0.00005745271,0.0003650712,0.00001800066,0.000001606649,0.000001182003,0.0005929294,0.00000893335,0.0002776387],"genre_scores_gemma":[0.9987942,0.0000158939,0.0001216738,0.00001174422,0.000001870395,0.000002615614,0.0008869693,0.000003872959,0.0001611041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005301344,"threshold_uncertainty_score":0.01054102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02962151350092793,"score_gpt":0.2541543797204921,"score_spread":0.2245328662195642,"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."}}