{"id":"W3167388779","doi":"10.1002/essoar.10501495.1","title":"Carbon accumulation in freshwater marsh soils: A synthesis for temperate North America","year":2019,"lang":"en","type":"article","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Marsh; Wetland; Environmental science; Soil carbon; Temperate climate; Carbon cycle; Soil water; Bog; Blue carbon; Peat; Total organic carbon; Ecology; Ecosystem; Carbon fibers; Carbon sequestration; Hydrology (agriculture); Soil science; Geology; Biology; Carbon dioxide","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":[0.0009029111,0.0009582087,0.001842111,0.009202871,0.0003930591,0.001427696,0.0005167713,0.0005989156,0.003024725],"category_scores_gemma":[0.001987982,0.0006166711,0.00128403,0.01029166,0.0006915567,0.002233369,0.0009057719,0.001121675,0.0004756616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00139703,"about_ca_system_score_gemma":0.001991314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01915237,"about_ca_topic_score_gemma":0.03450171,"domain_scores_codex":[0.9996471,0.00004015679,0.0001041759,0.0001263548,0.00005661552,0.00002562052],"domain_scores_gemma":[0.9983687,0.0006954229,0.0004047779,0.00004386853,0.0003766442,0.000110602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003041187,0.00007608954,0.0167647,0.1613605,0.001699923,0.0003725575,0.001849578,0.001065843,0.003022281,0.003018455,0.03069823,0.7797677],"study_design_scores_gemma":[0.00002311064,0.000243545,0.2130782,0.07832994,0.003114252,0.001462462,0.001290236,0.0003730844,0.0005003297,0.00251624,0.6989569,0.0001116402],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002107936,0.9959192,0.0002145397,0.0003635621,0.0002191564,0.000008530249,0.0004682862,0.000008955974,0.0006898326],"genre_scores_gemma":[0.008079425,0.9897562,0.0005591985,0.0004079725,0.0003893365,0.00002943748,0.0004875779,0.000007411343,0.0002834607],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01915237,"threshold_uncertainty_score":0.03808177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01071370255524381,"score_gpt":0.2183882104780444,"score_spread":0.2076745079228006,"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."}}