{"id":"W2948432976","doi":"10.1088/1748-9326/ab2653","title":"Permafrost-carbon mobilization in Beringia caused by deglacial meltwater runoff, sea-level rise and warming","year":2019,"lang":"en","type":"article","venue":"Environmental Research Letters","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bundesministerium für Bildung und Forschung","keywords":"Deglaciation; Permafrost; Meltwater; Beringia; Geology; Oceanography; Physical geography; Holocene; Arctic; Geomorphology; Glacial period","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":[0.0001900401,0.0003176586,0.0002291422,0.0008136922,0.0004319403,0.0005798648,0.0001837788,0.0002310123,0.0007793813],"category_scores_gemma":[0.0003295735,0.0001820638,0.0001849527,0.0005900858,0.0003739902,0.0004179564,0.0003935428,0.0001927756,0.0001501743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001079255,"about_ca_system_score_gemma":0.0003392641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03092845,"about_ca_topic_score_gemma":0.05477147,"domain_scores_codex":[0.9999183,0.000004837721,0.000009210038,0.00003599461,0.000008996809,0.00002268405],"domain_scores_gemma":[0.9997124,0.00002264932,0.0001606182,0.00001699202,0.0000452405,0.00004202414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009719816,0.00001154531,0.9708053,0.00003984191,0.00007443336,0.0002529536,0.0005070783,0.0004726269,0.02376515,0.00003231038,0.00005774116,0.0038838],"study_design_scores_gemma":[5.33318e-7,0.000006451201,0.999328,0.000002084892,0.000005031829,0.00002341466,0.00006313769,0.00008500116,0.0003853152,0.000004691505,0.00009542785,9.876183e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999443,0.000116445,0.0000255567,0.000006702641,0.00000136382,0.000001322392,0.0001265137,0.000004085162,0.0002750638],"genre_scores_gemma":[0.9994794,0.0001023239,0.00007061993,0.000007773961,0.000002079967,0.000001981922,0.0001776445,0.000002125405,0.0001561122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03092845,"threshold_uncertainty_score":0.06149685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0214370367123806,"score_gpt":0.2491993711756968,"score_spread":0.2277623344633162,"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."}}