{"id":"W7016187207","doi":"","title":"Wildfires offset the increasing but spatially heterogeneous Arctic–boreal CO2 uptake","year":2025,"lang":"en","type":"article","venue":"Flanders Marine Institute (Flanders Marine Institute)","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Centre for Earth Observation; Office of Polar Programs; Japan Society for the Promotion of Science; Natural Sciences and Engineering Research Council of Canada; Universität Bremen; Jet Propulsion Laboratory; Minderoo Foundation; Natural Environment Research Council; Norges Forskningsråd; ArcticNet; Vetenskapsrådet; U.S. Geological Survey; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Ministero dello Sviluppo Economico; National Aeronautics and Space Administration; Danmarks Grundforskningsfond; National Oceanic and Atmospheric Administration; Korea Polar Research Institute; Deutsche Forschungsgemeinschaft; Met Office; National Research Foundation; California Institute of Technology; Helsingin Yliopisto; European Commission; Environmental Restoration and Conservation Agency; Gordon and Betty Moore Foundation; National Science Foundation","keywords":"Tundra; Permafrost; Carbon sink; Ecosystem; Taiga; Terrestrial ecosystem; Carbon cycle; Sink (geography); Offset (computer science)","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":[0.0005166885,0.0005148116,0.0002616167,0.0004933218,0.0004372239,0.001067566,0.0003458135,0.0003189639,0.004127716],"category_scores_gemma":[0.0007975959,0.0002313622,0.0005309742,0.000660967,0.0002368088,0.0009685858,0.0003917758,0.0005077075,0.0009104559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006862411,"about_ca_system_score_gemma":0.0007416685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09807719,"about_ca_topic_score_gemma":0.1553496,"domain_scores_codex":[0.9997672,0.00002088955,0.00001113557,0.0001260091,0.00004112649,0.00003362888],"domain_scores_gemma":[0.9995843,0.00006287354,0.00006731196,0.00007672018,0.0001715139,0.00003732481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001034875,0.0002540081,0.6914656,0.0005021763,0.0007557326,0.0003591454,0.0005402311,0.05174718,0.05451195,0.005463283,0.04071959,0.1526462],"study_design_scores_gemma":[0.00005546788,0.00004811234,0.891289,0.00007278193,0.0001814062,0.0001427713,0.000401415,0.0451615,0.01620802,0.00160359,0.04478381,0.00005206135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9088978,0.001439159,0.01805924,0.001019502,0.0005432558,0.00003233467,0.02697623,0.003178824,0.03985363],"genre_scores_gemma":[0.9799774,0.0003171095,0.006136174,0.0001964394,0.00005600637,0.00002353271,0.009808375,0.00055965,0.002925328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09807719,"threshold_uncertainty_score":0.1950126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0232531193975871,"score_gpt":0.235303310790861,"score_spread":0.2120501913932739,"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."}}