{"id":"W4416133221","doi":"10.1111/gcb.70582","title":"Warming‐Induced Effects on Microbial Communities and Nitrogen Cycling Capacity in Tundra Litter Are Modulated by Herb Abundance and Litter Quality","year":2025,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Vetenskapsrådet; Science for Life Laboratory; Háskóli Íslands; Natural Sciences and Engineering Research Council of Canada; Knut och Alice Wallenbergs Stiftelse; Sveriges Lantbruksuniversitet; Norges Forskningsråd; Academy of Finland; Uppsala Multidisciplinary Center for Advanced Computational Science; Svenska Forskningsrådet Formas; ArcticNet; Aurora Research Institute; National Science Foundation","keywords":"Tundra; Litter; Cycling; Nitrogen cycle; Ecosystem; Abundance (ecology); Dominance (genetics); Nutrient cycle","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":[0.0002838346,0.0002092214,0.0002485406,0.0002039265,0.0002188566,0.0003372395,0.0001479873,0.0002135393,0.0007423925],"category_scores_gemma":[0.0002194446,0.0001404587,0.0002080033,0.0001758046,0.0002990077,0.0002255116,0.0003207105,0.0002848493,0.00009339541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003358412,"about_ca_system_score_gemma":0.000159082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00457432,"about_ca_topic_score_gemma":0.006319611,"domain_scores_codex":[0.9998375,0.00004022155,0.00001099151,0.0000605572,0.00002025903,0.00003043112],"domain_scores_gemma":[0.9997107,0.00003849074,0.00009322665,0.00004140942,0.00004508602,0.00007108588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000587439,0.00006936426,0.07179833,0.00004659939,0.00007468701,0.00002150395,0.000118482,0.0002600348,0.9249958,0.00003475482,0.00002019832,0.001972781],"study_design_scores_gemma":[0.000005521476,0.0002118936,0.9747036,0.000004706088,0.00002166149,0.00002995132,0.0001084946,0.0005598353,0.02412467,0.00003519251,0.000189468,0.000004899067],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995328,0.0001063709,0.0001354669,0.000005603414,0.000001364463,0.000002834266,0.0001085808,0.000003839589,0.0001031299],"genre_scores_gemma":[0.9993989,0.00005693881,0.0002013918,0.00002109577,0.000001940325,0.000008016082,0.0001691901,0.000002575462,0.0001398568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00457432,"threshold_uncertainty_score":0.00909543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08965123680677943,"score_gpt":0.294660458308573,"score_spread":0.2050092215017935,"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."}}