{"id":"W2580212955","doi":"10.1007/s13280-016-0872-8","title":"A synthesis of the arctic terrestrial and marine carbon cycles under pressure from a dwindling cryosphere","year":2017,"lang":"en","type":"review","venue":"AMBIO","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Manitoba","funders":"European Commission","keywords":"Cryosphere; Environmental science; Arctic; The arctic; Carbon cycle; Oceanography; Earth science; Astrobiology; Sea ice; Ecology; Geology; Ecosystem; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001667334,0.0002484123,0.0007841612,0.00001124179,0.0001135878,0.00004066601,0.0004875402,0.0002641742,0.0005273574],"category_scores_gemma":[0.00008340728,0.0001395034,0.0002032914,0.0000632294,0.0002652751,0.00003600736,0.0006241587,0.0003064124,0.00001787464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003723965,"about_ca_system_score_gemma":0.00002548785,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01629965,"about_ca_topic_score_gemma":0.0004472072,"domain_scores_codex":[0.9987692,0.0001805784,0.0003172273,0.0003509258,0.0002029629,0.0001791039],"domain_scores_gemma":[0.9986035,0.0002296316,0.0004629586,0.0006432978,0.000001554946,0.0000590125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009494276,0.00003860977,0.00183943,0.000979781,0.0003870104,0.00000412609,0.00006508117,0.00003518121,0.000009703419,0.000006028248,0.00004445196,0.9965811],"study_design_scores_gemma":[0.0002754274,0.00002950587,0.003885025,0.008302857,0.003572081,0.00001227243,0.0000184848,0.0001248636,0.00003182369,0.001131374,0.9821458,0.0004704975],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006086078,0.9873937,4.36376e-7,0.00003706801,0.000328257,0.0004579207,0.00003098918,0.00000957804,0.005655921],"genre_scores_gemma":[0.02033945,0.9783545,0.00007242983,0.000008977595,0.0001177,0.00002503976,0.000007370023,0.00003049643,0.001044067],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9961106,"threshold_uncertainty_score":0.9902509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03537622970176391,"score_gpt":0.2721703085603969,"score_spread":0.236794078858633,"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."}}