{"id":"W3017279827","doi":"","title":"Arctic Tundra Fire Promotes Increased Greenhouse Gas Emissions from Freshwaters and Changes Methane Hotspot Locations across the Landscape in the Yukon-Kuskokwim Delta","year":2018,"lang":"en","type":"article","venue":"AGUFM","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Tundra; Hotspot (geology); Environmental science; Delta; Arctic; Methane; Greenhouse gas; The arctic; Methane emissions; Ecology; Earth science; Physical geography; Geography; Oceanography; Geology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001258157,0.000131422,0.0001865083,0.0004923236,0.0006093043,0.00048648,0.0002977693,0.0002369705,0.001169859],"category_scores_gemma":[0.0002244292,0.0001426198,0.0002993146,0.0008922818,0.0003341327,0.0002609765,0.0004732168,0.000168631,0.0001041633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001088661,"about_ca_system_score_gemma":0.001217966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2740451,"about_ca_topic_score_gemma":0.5005313,"domain_scores_codex":[0.999895,0.00001574375,0.000007572269,0.00003093654,0.000008986686,0.00004179917],"domain_scores_gemma":[0.9998409,0.00001587179,0.00004835319,0.00001207432,0.00004428539,0.00003849946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001957745,0.00003251563,0.989059,0.00003409914,0.0001230191,0.0001859098,0.0007485795,0.0004281549,0.003498862,0.0001923591,0.0003026012,0.005199161],"study_design_scores_gemma":[0.000002039696,0.00000505304,0.9986448,0.000005190135,0.00001250734,0.00002391306,0.0008696422,0.0001881825,0.00007417461,0.00002203042,0.0001505156,0.000002094869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995543,0.00003757275,0.00001825453,0.0000266416,0.000001268601,8.700234e-7,0.0001306927,0.000001864361,0.000228476],"genre_scores_gemma":[0.9996787,0.00002851514,0.0000228946,0.000009565239,5.887504e-7,0.000001382543,0.0001170824,0.000001050789,0.0001400902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2740451,"threshold_uncertainty_score":0.5448998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03561706232243485,"score_gpt":0.2629206919993434,"score_spread":0.2273036296769086,"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."}}