{"id":"W3041864671","doi":"10.1029/2019gb006430","title":"Hydrologic Export Is a Major Component of Coastal Wetland Carbon Budgets","year":2020,"lang":"en","type":"article","venue":"Global Biogeochemical Cycles","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Lethbridge","funders":"","keywords":"Wetland; Environmental science; Ecosystem; Productivity; Marsh; Carbon sequestration; Brackish water; Salt marsh; Ecosystem services; Terrestrial ecosystem; Ecology; Hydrology (agriculture); Carbon dioxide; Salinity; Biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001263044,0.0002483049,0.0001466035,0.0004141714,0.0001497441,0.0004442126,0.0001393508,0.00009926729,0.0016157],"category_scores_gemma":[0.0003802262,0.0001197188,0.0001706408,0.0004928781,0.0001081807,0.0004328082,0.0003028342,0.0001099833,0.0001856375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003448157,"about_ca_system_score_gemma":0.0002931662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01042899,"about_ca_topic_score_gemma":0.014969,"domain_scores_codex":[0.9999565,0.000004674223,0.000005692335,0.00001205923,0.0000119703,0.000009083383],"domain_scores_gemma":[0.999721,0.00004135411,0.0001154744,0.00002304585,0.0000683761,0.00003065525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001279533,0.00003597711,0.9180643,0.0001103939,0.0002497095,0.0001841529,0.00009497302,0.01141429,0.03790961,0.0005041027,0.0008541807,0.03045035],"study_design_scores_gemma":[0.000003670577,0.00001492795,0.9894728,0.000007134408,0.00002654708,0.00004778466,0.00004409684,0.007310296,0.001732759,0.0001993891,0.001132944,0.000007666111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954169,0.00008943031,0.0006844287,0.0000554481,0.000002049477,0.000004867342,0.002071757,0.00004354613,0.001631617],"genre_scores_gemma":[0.9973549,0.0001106397,0.000386619,0.00001483677,0.000004894655,0.000007127863,0.001375446,0.00001800582,0.0007276047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01042899,"threshold_uncertainty_score":0.02073658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009627228327274593,"score_gpt":0.2102449082505867,"score_spread":0.2006176799233121,"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."}}