{"id":"W2968567220","doi":"10.1038/s41467-019-11394-4","title":"Ice sheets matter for the global carbon cycle","year":2019,"lang":"en","type":"review","venue":"Nature Communications","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":225,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Memorial University of Newfoundland","funders":"H2020 Marie Skłodowska-Curie Actions; University of Bristol; Natural Environment Research Council; European Commission; Sight Research UK; Leverhulme Trust","keywords":"Carbon cycle; Biogeochemical cycle; Greenhouse gas; Earth science; Weathering; Environmental science; Carbon fibers; Global warming; Cycling; Ice sheet; Atmosphere (unit); Carbon sequestration; Atmospheric sciences; Nutrient cycle; Greenhouse effect; Climate change; Carbon dioxide; Ecology; Oceanography; Nutrient; Environmental chemistry; Geology; Chemistry; Ecosystem; Materials science; Geography; Meteorology; Geomorphology; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003196973,0.0001591167,0.0003470019,0.00001743767,0.0002925949,0.00003794538,0.003205333,0.0004525564,0.0005930844],"category_scores_gemma":[0.000131068,0.00010146,0.0002208488,0.0002564107,0.0002301074,0.00004761788,0.001506502,0.001076572,0.002118405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003944427,"about_ca_system_score_gemma":0.00006132369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001891798,"about_ca_topic_score_gemma":0.0019523,"domain_scores_codex":[0.9989252,0.0002098582,0.0001898057,0.0002166752,0.0001497612,0.0003087197],"domain_scores_gemma":[0.9964597,0.0008318147,0.0001096727,0.002524456,0.00001028156,0.0000641394],"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":[0.000004494336,0.0001275823,0.001753289,0.0007692793,0.0001735136,5.313177e-7,0.00003085609,0.000007920295,3.1624e-7,0.001625669,0.09364967,0.9018569],"study_design_scores_gemma":[0.0000476251,0.000009045279,0.0009635985,0.0001047761,0.0001427703,0.000009621004,0.000003540394,0.000143475,3.20658e-8,0.0001386246,0.9983293,0.0001076349],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001079347,0.9330118,0.000007468871,0.002131994,0.0001698578,0.001098792,0.000146633,0.0000160934,0.06341632],"genre_scores_gemma":[0.0004449972,0.9972171,0.0005392664,0.0005354818,0.00004064755,0.0003859008,0.0001454499,0.00001865041,0.0006725224],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9046796,"threshold_uncertainty_score":0.9986585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04946825440837697,"score_gpt":0.3938040719310936,"score_spread":0.3443358175227166,"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."}}