{"id":"W6889692677","doi":"10.26092/elib/1175","title":"Response and feedback of sea ice, terrestrial organic carbon, and meltwater discharge to last deglacial climate change (Beaufort Sea, Arctic Ocean)","year":2021,"lang":"en","type":"article","venue":"Media (https://www.suub.uni-bremen.de/)","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meltwater; Permafrost; Arctic; Forcing (mathematics); Climate change; Radiative forcing; Glacial period; Orbital forcing; Carbon cycle; Sea ice","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":[0.0002162286,0.0004175038,0.0002830909,0.0005677476,0.000626952,0.0007146857,0.0003148924,0.0004401919,0.0009039806],"category_scores_gemma":[0.000473596,0.0001957381,0.0004115049,0.0005112455,0.0003608387,0.000248874,0.0004421344,0.0002357208,0.0001177109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002223884,"about_ca_system_score_gemma":0.001760193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4356353,"about_ca_topic_score_gemma":0.4223378,"domain_scores_codex":[0.9998485,0.00001139384,0.000006931069,0.00004669964,0.00002958098,0.00005692641],"domain_scores_gemma":[0.9997998,0.00002350289,0.00004505543,0.000009727606,0.00006354615,0.00005843136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006401067,0.0001351842,0.846473,0.0001040693,0.0003827231,0.0006101676,0.0003990419,0.01032858,0.1269445,0.0002907164,0.001016655,0.01267523],"study_design_scores_gemma":[0.000004777808,0.00003104154,0.9955935,0.000002381183,0.00002422718,0.00002435066,0.0001041848,0.002411568,0.001316051,0.00002735246,0.0004512781,0.000009366903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988217,0.0001528571,0.00007832127,0.00006798469,0.000008350317,0.00000484823,0.0004592493,0.00001929785,0.0003873869],"genre_scores_gemma":[0.9987503,0.000132665,0.0001108086,0.00005022174,0.000006263214,0.000005139093,0.0005321237,0.000005890533,0.0004064663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4356353,"threshold_uncertainty_score":0.8661993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03209436420688337,"score_gpt":0.2396685049635363,"score_spread":0.2075741407566529,"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."}}