{"id":"W2592332948","doi":"","title":"Peatland carbon cycling and the implications of permafrost thaw; a chronosequence study.","year":2015,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Permafrost; Chronosequence; Peat; Cycling; Carbon cycle; Carbon fibers; Environmental science; Earth science; Geology; Physical geography; Forestry; Geography; Soil science; Ecology; Soil water; Ecosystem; Oceanography; Archaeology; Computer science","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":[0.0004858767,0.0001571682,0.0001325631,0.0004090013,0.0004969614,0.0004723647,0.0002305287,0.0002791569,0.000861503],"category_scores_gemma":[0.0005618637,0.0001270661,0.0001646335,0.0004766658,0.0002917473,0.0004606149,0.0003249026,0.0002477678,0.0001442755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005292834,"about_ca_system_score_gemma":0.0006545491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0541807,"about_ca_topic_score_gemma":0.1783067,"domain_scores_codex":[0.9999433,0.00001627065,0.000003534947,0.00001457235,0.000009094462,0.00001324446],"domain_scores_gemma":[0.9997523,0.00004164949,0.00008490225,0.00002395431,0.00003260792,0.00006454564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003892445,0.0001445737,0.9878232,0.00002375985,0.00008252303,0.0004083459,0.0009533422,0.0002884452,0.002609694,0.0002759288,0.0005254353,0.006475362],"study_design_scores_gemma":[0.000007008461,0.00005653678,0.9982559,0.000006427407,0.00002095777,0.00008024867,0.0002912742,0.0001575842,0.000175532,0.00004784059,0.000897786,0.000002888821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987774,0.0001751849,0.00005730848,0.00001780281,0.000003388691,0.000005761115,0.0004771661,0.000002490219,0.0004835691],"genre_scores_gemma":[0.9986556,0.0001702182,0.0002395083,0.00002120296,0.000006179207,0.00001253636,0.0004308865,0.000002812825,0.0004611108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0541807,"threshold_uncertainty_score":0.1077306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.021439257616066,"score_gpt":0.2542481834194018,"score_spread":0.2328089258033358,"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."}}