{"id":"W2145927826","doi":"10.1029/2011jg001819","title":"Effects of permafrost and hydrology on the composition and transport of dissolved organic carbon in a subarctic peatland complex","year":2011,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":191,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; McGill University","funders":"","keywords":"Peat; Subarctic climate; Permafrost; Bog; Dissolved organic carbon; Environmental science; Hydrology (agriculture); Wetland; Drainage basin; Ombrotrophic; Geology; Ecology; Oceanography; Geography","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":[0.0004722085,0.00008579814,0.00029011,0.00002811932,0.00005491593,0.00000856059,0.0001393389,0.00004625916,0.0003965342],"category_scores_gemma":[0.00006547957,0.00005115122,0.00004408375,0.0001911202,0.0004044457,0.0000667889,0.00001401268,0.000322507,0.000001442126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004333581,"about_ca_system_score_gemma":0.00003223659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006125472,"about_ca_topic_score_gemma":0.006201208,"domain_scores_codex":[0.9987999,0.0002661081,0.0002584923,0.0001050855,0.0003497056,0.000220723],"domain_scores_gemma":[0.9983708,0.001236341,0.0001112927,0.00008052011,0.00009648601,0.0001045214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001114202,0.0001641908,0.9319484,0.0001785044,0.00002986261,0.00007821038,0.002131864,0.000003938629,0.06366713,0.00005714864,0.00001581013,0.0006107438],"study_design_scores_gemma":[0.0005718162,0.001674329,0.9918757,0.0001125534,0.0000210968,0.00001602274,0.0003409687,0.001034628,0.003437347,0.0008599355,0.000007095024,0.00004851963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988312,0.0004565332,8.472421e-7,0.0001927709,0.00002279194,0.0001443717,0.0000516012,0.000001071898,0.0002988183],"genre_scores_gemma":[0.9995074,0.000375012,0.00001713698,0.00002941138,0.00004792786,5.267913e-7,0.00001454715,0.000003293493,0.0000047597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06022979,"threshold_uncertainty_score":0.9259922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05271660900263752,"score_gpt":0.2750590488116875,"score_spread":0.2223424398090499,"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."}}