{"id":"W3033664353","doi":"10.5194/egusphere-egu2020-4244","title":"Burial and origin of permafrost organic carbon in the Arctic nearshore zone","year":2020,"lang":"en","type":"article","venue":"","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permafrost; Total organic carbon; Arctic; Organic matter; Carbon fibers; Sediment; Erosion; Oceanography; Isotopes of carbon; Carbon cycle; Geology; Environmental science; Sedimentary rock; Earth science; Environmental chemistry; Geomorphology; Geochemistry; Chemistry; Ecosystem; Ecology","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":[0.0001449718,0.0002961993,0.000218657,0.0006339021,0.001084196,0.0007632014,0.0005109602,0.0003105983,0.0006125359],"category_scores_gemma":[0.0002316818,0.0002119136,0.0002852676,0.0006873184,0.0004786704,0.000222272,0.0002851072,0.0001692369,0.0001093943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006000347,"about_ca_system_score_gemma":0.003353114,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8695999,"about_ca_topic_score_gemma":0.8870591,"domain_scores_codex":[0.999929,0.000005083939,0.000002103699,0.0000267896,0.00001766075,0.00001933476],"domain_scores_gemma":[0.9999199,0.000012269,0.00001389808,0.000003972063,0.00002740151,0.00002248797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003743668,0.00009225341,0.715024,0.0001012714,0.0001772709,0.0006182368,0.0007837936,0.1967654,0.0566684,0.002491737,0.0004903064,0.02641307],"study_design_scores_gemma":[0.0000186526,0.00005773287,0.848637,0.00003053348,0.00006952102,0.0001001273,0.0006715214,0.1410544,0.006779593,0.00053416,0.001980215,0.00006646622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984878,0.0001574893,0.0003765262,0.00002215585,0.000001975174,0.000002804759,0.0001483874,0.00001144576,0.0007913582],"genre_scores_gemma":[0.9987329,0.0001371484,0.0005503633,0.000007528064,7.684624e-7,0.000002299791,0.0001583093,0.000005771207,0.0004050473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8695999,"threshold_uncertainty_score":0.262336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0427581994359089,"score_gpt":0.2348668137239435,"score_spread":0.1921086142880346,"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."}}