{"id":"W4367054207","doi":"10.1029/2022gb007658","title":"Inland Water Greenhouse Gas Budgets for RECCAP2: 2. Regionalization and Homogenization of Estimates","year":2023,"lang":"en","type":"article","venue":"Global Biogeochemical Cycles","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Key Research and Development Program of China; Natural Environment Research Council; HORIZON EUROPE Framework Programme; Svenska Forskningsrådet Formas; European Commission; Sight Research UK; European Resuscitation Council; Agence Nationale de la Recherche; National Aeronautics and Space Administration; National Science Foundation","keywords":"Greenhouse gas; Environmental science; Nitrous oxide; Carbon dioxide; Methane; STREAMS; Hydrology (agriculture); Atmospheric sciences; Global warming; Carbon dioxide equivalent; Climate change; Oceanography; Chemistry; Geology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000615664,0.0006390394,0.0003066495,0.001126838,0.0001449551,0.0006242099,0.000469222,0.0002741963,0.001446819],"category_scores_gemma":[0.0007810925,0.0002818459,0.0006630364,0.00268981,0.0001468996,0.0006919737,0.0004914531,0.0001846843,0.0004579609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001143279,"about_ca_system_score_gemma":0.00056256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03032921,"about_ca_topic_score_gemma":0.02986081,"domain_scores_codex":[0.999741,0.00007360808,0.00001725802,0.00007836907,0.00005809195,0.00003172306],"domain_scores_gemma":[0.9996676,0.00004111632,0.00006716289,0.00005368489,0.0001546999,0.00001563653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00071571,0.000198121,0.2351033,0.001000271,0.00175125,0.0003016551,0.0004616567,0.550901,0.04193056,0.01062428,0.01123439,0.1457778],"study_design_scores_gemma":[0.0002321709,0.000189869,0.5996024,0.0002063492,0.0009097702,0.0001884897,0.0005434778,0.2574036,0.04631866,0.00604093,0.08824243,0.0001219351],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8670201,0.001492891,0.02980926,0.0005699501,0.0000360522,0.0001745028,0.07182173,0.0007958837,0.02827962],"genre_scores_gemma":[0.9320808,0.0006788783,0.0272673,0.0001074463,0.00002685537,0.0002521545,0.03723007,0.0002907037,0.002065782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03032921,"threshold_uncertainty_score":0.0603053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008402186887283586,"score_gpt":0.2214747238301547,"score_spread":0.2130725369428711,"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."}}