{"id":"W2791439180","doi":"10.1002/2017jg004166","title":"Coastal Erosion of Permafrost Soils Along the Yukon Coastal Plain and Fluxes of Organic Carbon to the Canadian Beaufort Sea","year":2018,"lang":"en","type":"article","venue":"Journal of Geophysical Research Biogeosciences","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Geological Survey of Canada; Natural Resources Canada","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada; Aurora Research Institute; Daimler und Benz Stiftung; ArcticNet; Fonds Québécois de la Recherche sur la Nature et les Technologies; Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research; Deutsche Bundesstiftung Umwelt","keywords":"Permafrost; Soil water; Total organic carbon; Hydrology (agriculture); Soil carbon; Environmental science; Arctic; Geology; Erosion; Sediment; Shore; Oceanography; Geomorphology; Soil science; Environmental chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0001527841,0.000243987,0.0001854417,0.0009336976,0.0009706421,0.0007271529,0.0002087955,0.0001987593,0.0009405494],"category_scores_gemma":[0.0003454501,0.0001696599,0.0002708717,0.001182863,0.0003670804,0.0002296341,0.0003945767,0.000140003,0.00007636207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004008763,"about_ca_system_score_gemma":0.003553139,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8989408,"about_ca_topic_score_gemma":0.9430664,"domain_scores_codex":[0.9998863,0.00000803138,0.000006893518,0.00002630807,0.00002826056,0.00004420213],"domain_scores_gemma":[0.9996628,0.00002555796,0.00006913277,0.0000115146,0.0001770595,0.00005397776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006348523,0.000007339991,0.9920204,0.00001848923,0.00006530761,0.0001349882,0.0002558462,0.0005817192,0.00275911,0.00005672146,0.0001373333,0.003899389],"study_design_scores_gemma":[0.000001290393,0.000002505964,0.999312,0.000002724862,0.000004178255,0.00001562839,0.0001968778,0.0002382592,0.00009563294,0.000004741898,0.0001240441,0.000002020483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993367,0.00005872432,0.00003094209,0.00001522836,9.09246e-7,0.000001681969,0.0002207279,0.000003112827,0.0003318638],"genre_scores_gemma":[0.9993525,0.00006482859,0.00006443381,0.000008308765,5.919526e-7,0.000001719612,0.0002385628,0.000001607059,0.0002674857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1010592,"threshold_uncertainty_score":0.2033086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0497489325869831,"score_gpt":0.299520406218201,"score_spread":0.2497714736312179,"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."}}