{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003148225,0.0001193778,0.0002471352,0.0002661383,0.000683209,0.0001418381,0.0007630027,0.00005831894,0.0003041983],"category_scores_gemma":[0.000447785,0.00005837921,0.00007791915,0.001075159,0.002313173,0.0002080027,0.00008635078,0.0003527566,0.00001850339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001260963,"about_ca_system_score_gemma":0.0007319802,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7577398,"about_ca_topic_score_gemma":0.9815469,"domain_scores_codex":[0.9971883,0.0002853699,0.0003698689,0.0001891968,0.001426995,0.0005402742],"domain_scores_gemma":[0.9978796,0.0007527218,0.0001723207,0.0001929166,0.0005742164,0.0004282882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001238579,0.00004153156,0.9668922,0.00001701926,0.00001306917,0.00001280828,0.002647188,0.000003341008,0.02533898,0.00005291988,0.001038552,0.003818489],"study_design_scores_gemma":[0.0001355127,0.001782914,0.9869198,0.0001063199,0.00001183141,0.00003827943,0.003112997,0.001612067,0.005208496,0.0003342431,0.0006546237,0.00008295507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935681,0.0002123219,0.000002233825,0.003279959,0.0002355068,0.0001723114,0.001829001,0.000001574695,0.0006990209],"genre_scores_gemma":[0.9991249,0.0001793278,0.00001674311,0.0001029968,0.0004755708,4.288056e-7,0.00003649208,0.000003221265,0.00006033415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2238071,"threshold_uncertainty_score":0.8522983,"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."}}