{"id":"W4366598884","doi":"10.5194/essd-15-1597-2023","title":"Mass balance of the Greenland and Antarctic ice sheets from 1992 to 2020","year":2023,"lang":"en","type":"article","venue":"Earth system science data","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":289,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Memorial University of Newfoundland","funders":"Helmholtz Association; Università di Bologna; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; National Aeronautics and Space Administration; European Space Agency; Lancaster University; Aarhus Universitet","keywords":"Geology; Glacier mass balance; Greenland ice sheet; Ice sheet; Climatology; Balance (ability); Oceanography; Environmental science; 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":[],"consensus_categories":[],"category_scores_codex":[0.0006915074,0.00007956653,0.0001412441,0.00002345262,0.0004259827,0.00008288182,0.001086702,0.00001672175,0.0001051784],"category_scores_gemma":[0.0001762437,0.00005043073,0.00001383188,0.001569512,0.0002161505,0.0003175583,0.0002558404,0.00005159667,0.0001380298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002437969,"about_ca_system_score_gemma":0.00006553528,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01215599,"about_ca_topic_score_gemma":0.006541902,"domain_scores_codex":[0.9986711,0.00003593438,0.000182672,0.0004047513,0.0004541585,0.0002514003],"domain_scores_gemma":[0.9988209,0.0001809948,0.00007050726,0.0007870526,0.00003400535,0.0001065356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004716986,0.00000147691,0.9925882,0.00002233072,0.000005983664,0.000003770803,0.0002770485,0.0004984856,0.000218167,0.00001973075,0.003378006,0.002982118],"study_design_scores_gemma":[0.00007083439,0.00001743483,0.9292346,0.0000560441,0.000006986575,0.00000277616,0.0009696978,0.06406088,0.00001578568,0.00001431369,0.005483851,0.00006675199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935842,0.0003395494,0.0001116333,0.001295268,0.0007238543,0.0002401975,0.002949715,0.00003713308,0.0007185148],"genre_scores_gemma":[0.9986495,0.00004958567,0.0009003333,0.0001339236,0.00008101088,8.222406e-7,0.0001122952,0.000001524974,0.00007098239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0635624,"threshold_uncertainty_score":0.9944221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03556515225820785,"score_gpt":0.236804623841435,"score_spread":0.2012394715832272,"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."}}