{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002045066,0.0001359176,0.0001735421,0.000005472845,0.00006535645,0.000001900879,0.0002073869,0.00008112872,0.0007090192],"category_scores_gemma":[0.000006746193,0.0001269022,0.00004594671,0.0003784314,0.0001950962,0.00007414044,0.0005085594,0.0001035531,0.00001841267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000807219,"about_ca_system_score_gemma":0.000007008146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004120025,"about_ca_topic_score_gemma":0.001430302,"domain_scores_codex":[0.998862,0.0001434886,0.0001810744,0.0003508797,0.0001510931,0.0003114684],"domain_scores_gemma":[0.9996693,0.000004968124,0.00008592005,0.000174104,0.000001567157,0.00006411697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008621897,0.0001127189,0.9854208,0.000004154723,0.000009531029,0.00000877599,0.0001437224,0.00260702,0.000229025,0.0002139734,0.0001330319,0.01103104],"study_design_scores_gemma":[0.0004229765,0.0002240419,0.983405,0.00000283782,0.00001699636,0.00005698938,0.001476616,0.000423117,0.0000133155,0.00180239,0.01193755,0.0002181828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973713,0.0001448416,0.0002093863,0.0007807236,0.0006244333,0.0002256108,0.00008725232,0.00002257476,0.0005338372],"genre_scores_gemma":[0.9974115,0.00005749613,0.001731578,0.0004916955,0.000110585,0.00005547205,0.0000677909,0.000005689868,0.00006817258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01180452,"threshold_uncertainty_score":0.7763263,"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."}}