{"id":"W2979924676","doi":"10.1002/eco.2162","title":"Controls on soil carbon dioxide and methane fluxes from a peat swamp vary by hydrogeomorphic setting","year":2019,"lang":"en","type":"article","venue":"Ecohydrology","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre; McMaster University; Environment and Climate Change Canada; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Swamp; Peat; Environmental science; Water table; Wetland; Hydrology (agriculture); Carbon dioxide; Carbon cycle; Ecosystem; Soil carbon; Methane; Soil water; Ecology; Soil science; Groundwater; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0001176721,0.0001857705,0.0003394006,0.0003380232,0.000824719,0.0005940531,0.0003614131,0.0001771303,0.0006535798],"category_scores_gemma":[0.0003073252,0.0002170135,0.0001848283,0.0002907701,0.0007411265,0.0001888198,0.0004529138,0.0001629757,0.00008317364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002696492,"about_ca_system_score_gemma":0.001146497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3257194,"about_ca_topic_score_gemma":0.7077011,"domain_scores_codex":[0.9998584,0.00001314411,0.000007441146,0.00004783726,0.00002827792,0.0000450143],"domain_scores_gemma":[0.9996656,0.00003558711,0.00006908069,0.00001924987,0.00009454051,0.0001159309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006167016,0.0001249732,0.6588466,0.00006636302,0.00008435427,0.0005511931,0.001596479,0.000702921,0.3314597,0.0000854039,0.0001701859,0.005695062],"study_design_scores_gemma":[0.000001943281,0.00003488251,0.9983115,0.000001705212,0.00000511635,0.00003182234,0.0003317191,0.0002081549,0.0009099833,0.000007326904,0.0001526673,0.000003166204],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997496,0.000009779691,0.00002878004,0.000002344582,2.652148e-7,0.000003879519,0.00005406937,0.000001746608,0.0001495552],"genre_scores_gemma":[0.9995046,0.00001428082,0.0001242827,0.00000542554,3.470188e-7,0.000006565348,0.0001048793,0.000002438319,0.0002372396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3257194,"threshold_uncertainty_score":0.647647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00351329206815988,"score_gpt":0.1857881247624797,"score_spread":0.1822748326943198,"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."}}