{"id":"W2398233130","doi":"10.1002/2016gl068782","title":"The contribution of an overlooked transport process to a wetland's methane emissions","year":2016,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Philomathia Foundation; Department of Water Resources; U.S. Department of Energy","keywords":"Methane; Wetland; Environmental science; Greenhouse gas; Temperate climate; Atmosphere (unit); Atmospheric sciences; Atmospheric methane; Marsh; Convection; Methanogenesis; Hydrology (agriculture); Ecology; Geology; Meteorology; Physics; Oceanography","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":[0.0003173802,0.0003888368,0.0003240609,0.0002803347,0.000527298,0.0006811504,0.0003781271,0.0005478256,0.0007179525],"category_scores_gemma":[0.0008490887,0.0001892594,0.0005717076,0.000174464,0.0003498454,0.0008099882,0.0005376657,0.0003508892,0.00006681183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001238292,"about_ca_system_score_gemma":0.0008652861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03238612,"about_ca_topic_score_gemma":0.01654004,"domain_scores_codex":[0.9999063,0.00002185987,0.000005471897,0.000024941,0.00001172414,0.00002972924],"domain_scores_gemma":[0.9997278,0.0001227246,0.00004275209,0.0000252169,0.00004092994,0.00004055228],"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":[0.0003882704,0.0002662552,0.2852537,0.0001754766,0.0001918386,0.0006407797,0.0001945377,0.5934253,0.09963296,0.004700639,0.0004787701,0.01465143],"study_design_scores_gemma":[0.00002083261,0.0001257284,0.06594863,0.00001107789,0.00006888506,0.00008992432,0.0001823923,0.924226,0.007310049,0.001319093,0.0006629538,0.00003444133],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960927,0.0000509096,0.002851787,0.00009176609,0.00001102605,0.000006999285,0.00006784422,0.00002574521,0.000801124],"genre_scores_gemma":[0.999526,0.00002349973,0.0002647941,0.000005202062,0.000002392194,0.000002998132,0.00002242943,0.000005278921,0.0001474362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03238612,"threshold_uncertainty_score":0.06439525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01749225917949278,"score_gpt":0.3139254944682451,"score_spread":0.2964332352887523,"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."}}