{"id":"W2914023611","doi":"10.1038/s41586-019-0889-9","title":"Global environmental consequences of twenty-first-century ice-sheet melt","year":2019,"lang":"en","type":"article","venue":"Nature","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":511,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Natural Environment Research Council; Victoria University of Wellington; Sight Research UK; Victoria University; Deutsche Forschungsgemeinschaft; National Aeronautics and Space Administration; National Science Foundation","keywords":"Meltwater; Ice sheet; Future sea level; Greenland ice sheet; Lead (geology); Sea ice; Ice-sheet model; Cryosphere; Antarctic sea ice; Geology; Antarctic ice sheet; Climatology; Ice stream; Oceanography; Arctic ice pack; Climate model; Environmental science; Climate change; Glacier; Geomorphology","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":[0.00006150175,0.00009210626,0.0001342008,0.000008065916,0.00008233317,0.0000125419,0.0001659186,0.0002480621,0.005368992],"category_scores_gemma":[0.0000154299,0.00007078443,0.00005783864,0.0001500779,0.0001016408,0.0000888915,0.00001608688,0.0002550962,0.0001712399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008043975,"about_ca_system_score_gemma":0.00001989333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005497998,"about_ca_topic_score_gemma":0.001045338,"domain_scores_codex":[0.9992791,0.00001465765,0.0001268868,0.000171243,0.0002438271,0.0001643219],"domain_scores_gemma":[0.999678,0.00005954301,0.00006778042,0.0001370749,0.000010773,0.00004679446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001618477,0.00001382318,0.9926249,0.00001076307,0.00002387297,0.000002471589,0.0000730245,0.0004797976,0.00002692962,0.0002397884,0.003039902,0.003448572],"study_design_scores_gemma":[0.0001798141,0.00005589299,0.8902592,0.000009534022,0.00001107057,0.000003971347,0.0005445523,0.0002003447,0.000026638,0.000186143,0.1084374,0.00008548579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802336,0.01008747,0.000001828551,0.0006270668,0.0009100514,0.0001392207,0.0004451475,0.00001574634,0.007539868],"genre_scores_gemma":[0.9979917,0.0006866897,0.0003487916,0.0006327478,0.00005824778,3.937045e-7,0.00009698037,0.000001304152,0.0001830891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1053975,"threshold_uncertainty_score":0.9955403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007129878594062404,"score_gpt":0.2053295548848292,"score_spread":0.1981996762907667,"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."}}