{"id":"W4282831053","doi":"10.1111/gcb.16298","title":"Global increase in methane production under future warming of lake bottom waters","year":2022,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Agencia Estatal de Investigación; Vetenskapsrådet; Svenska Forskningsrådet Formas; H2020 European Research Council; Higher Education Authority; Deutsche Forschungsgemeinschaft; Sight Research UK; European Regional Development Fund; Biodiversa+; European Space Agency; Ministerio de Ciencia, Innovación y Universidades; Horizon 2020 Framework Programme; FP7 Ideas: European Research Council; Knut och Alice Wallenbergs Stiftelse; Natural Environment Research Council; UK Research and Innovation","keywords":"Methane; Environmental science; Global warming; Latitude; Climate change; Sediment; Greenhouse gas; Representative Concentration Pathways; Atmospheric methane; Atmosphere (unit); Bottom water; Hydrology (agriculture); Atmospheric sciences; Physical geography; Climate model; Oceanography; Geology; Ecology; Meteorology; Geography","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":[0.0003029994,0.0003354159,0.0001612752,0.0004087534,0.0002467899,0.0005370539,0.0001690309,0.000283711,0.001870299],"category_scores_gemma":[0.0005789395,0.0001118996,0.0004930437,0.0008731984,0.0001837651,0.0008090601,0.0005840153,0.0002343087,0.000237662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000771459,"about_ca_system_score_gemma":0.0004535291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00829192,"about_ca_topic_score_gemma":0.00812793,"domain_scores_codex":[0.999861,0.00002767417,0.000007045342,0.00003744843,0.00003586539,0.00003099026],"domain_scores_gemma":[0.9998209,0.00001740703,0.00006878899,0.00001560194,0.0000549595,0.0000224334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003832043,0.00006655147,0.8804674,0.0002639884,0.0004073196,0.0003031741,0.0003163529,0.04453721,0.0268805,0.002851486,0.001834967,0.04168789],"study_design_scores_gemma":[0.00002367338,0.0001778876,0.9665897,0.00003188161,0.0001501953,0.0001672546,0.0003844743,0.01609189,0.007174461,0.001606236,0.007574299,0.00002797612],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904462,0.0001999207,0.001827968,0.0003045873,0.00001583078,0.00001206715,0.004011492,0.00009315085,0.00308885],"genre_scores_gemma":[0.994786,0.0003771176,0.001956708,0.00004827239,0.000008581279,0.00002877228,0.002224062,0.00001636905,0.000554132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00829192,"threshold_uncertainty_score":0.01648736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01354570453855919,"score_gpt":0.2362993835674264,"score_spread":0.2227536790288672,"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."}}