{"id":"W2618402634","doi":"10.5194/gmd-11-2009-2018","title":"Soil Methanotrophy Model (MeMo v1.0): a process-based model to quantify global uptake of atmospheric methane by soil","year":2018,"lang":"en","type":"article","venue":"Geoscientific model development","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":130,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Environment Research Council; European Commission; Sight Research UK","keywords":"Sink (geography); Environmental science; Atmospheric sciences; Soil water; Atmospheric methane; Methane; Water content; Soil science; Hydrology (agriculture); Ecology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008228938,0.0006704311,0.0006019311,0.00001700287,0.0004466304,0.00007399052,0.001151789,0.0002442096,0.0003975838],"category_scores_gemma":[0.00003770583,0.0006462419,0.0001791298,0.001199763,0.0008508507,0.0003307126,0.0006968548,0.0001954416,0.0004983989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00106273,"about_ca_system_score_gemma":0.0004516619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002310789,"about_ca_topic_score_gemma":0.0003413555,"domain_scores_codex":[0.9942719,0.00004815829,0.00104902,0.001637619,0.001760072,0.001233217],"domain_scores_gemma":[0.9980109,0.00001503944,0.000347407,0.00093363,0.00006563245,0.0006273934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001224182,0.0004489532,0.0009054937,0.00003659298,0.00003004711,0.000001960264,0.001108566,0.9698561,0.01476502,0.00004869282,0.002362326,0.01031383],"study_design_scores_gemma":[0.0006165792,0.0000959803,0.0005015163,0.0000313308,0.0000449777,0.000002478717,0.0001091972,0.9861712,0.009499029,0.001282634,0.0009140714,0.000730989],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4863064,0.00002147694,0.5114984,0.00008053799,0.0001642072,0.0003649633,0.00007022349,0.00006905216,0.001424777],"genre_scores_gemma":[0.5740715,0.000005761312,0.4184365,0.0005619877,0.00001076133,0.000114003,0.00005156015,0.00004852058,0.006699388],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09306186,"threshold_uncertainty_score":0.9995989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01574259687135489,"score_gpt":0.2466193680649062,"score_spread":0.2308767711935513,"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."}}