{"id":"W2069328937","doi":"10.1007/s10980-014-0067-2","title":"Errors in greenhouse forcing and soil carbon sequestration estimates in freshwater wetlands: a comment on Mitsch et al. (2013)","year":2014,"lang":"en","type":"article","venue":"Landscape Ecology","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Radiative forcing; Wetland; Environmental science; Carbon sequestration; Greenhouse gas; Forcing (mathematics); Ecosystem; Climate change; Soil carbon; Global warming; Atmospheric sciences; Radiative transfer; Hydrology (agriculture); Ecology; Soil water; Carbon dioxide; Soil science; Geology; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0005629612,0.0001832937,0.0002961311,0.0001258281,0.00005108152,0.00002104474,0.0001204904,0.0001498599,0.0002997757],"category_scores_gemma":[0.00004951071,0.000151755,0.00002172077,0.0001059279,0.00006638844,0.0000911936,0.0001185303,0.0002326001,0.00003832161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007857152,"about_ca_system_score_gemma":0.000008949743,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002288178,"about_ca_topic_score_gemma":0.3016057,"domain_scores_codex":[0.9986127,0.000170292,0.0002814034,0.0004022644,0.0001014377,0.0004319201],"domain_scores_gemma":[0.9994396,0.00022669,0.0000742638,0.0001776232,0.000003611676,0.0000782373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006136735,0.00009945154,0.9898906,0.000005731144,0.000004427638,0.00002671634,0.0002986389,0.003099402,0.0003541213,0.00008485518,0.005674349,0.000400276],"study_design_scores_gemma":[0.001968379,0.000587079,0.9125988,0.00001861928,0.00000670609,0.00001968005,0.00004219975,0.07208435,0.0001595826,0.0008711261,0.01142509,0.0002183636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795749,0.00001004818,0.00001470912,0.01335028,0.0001295204,0.0001987831,0.000003753851,0.0000309162,0.006687088],"genre_scores_gemma":[0.9910957,0.00009945011,0.0002230568,0.008373502,0.00002025087,0.00006540242,0.0000487761,0.0000161763,0.00005763747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2993175,"threshold_uncertainty_score":0.7111381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00829872909940915,"score_gpt":0.2283904133850042,"score_spread":0.2200916842855951,"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."}}