{"id":"W2588908043","doi":"10.1088/1748-9326/aa5b04","title":"Mass budget of the glaciers and ice caps of the Queen Elizabeth Islands, Canada, from 1991 to 2015","year":2017,"lang":"en","type":"article","venue":"Environmental Research Letters","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ice field; Glacier; Ice stream; Glacier mass balance; Cryosphere; Climatology; Sea ice; Geology; Environmental science; Atmospheric sciences; Physical geography; Geography; Geomorphology","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":[0.00014135,0.0003821043,0.000202417,0.0009660181,0.0009842775,0.0007028955,0.0006067479,0.0002109281,0.001210369],"category_scores_gemma":[0.0004268936,0.0002343163,0.000251612,0.001574773,0.0003229823,0.0003095643,0.0005080899,0.0002419263,0.0002400587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01898118,"about_ca_system_score_gemma":0.01476714,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9936857,"about_ca_topic_score_gemma":0.9953566,"domain_scores_codex":[0.9998896,0.000004108478,0.000005635909,0.00001780785,0.0000468603,0.0000359673],"domain_scores_gemma":[0.9996271,0.00001057323,0.00005035776,0.00001004438,0.0002238709,0.00007798761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002500883,0.00005446442,0.948204,0.0002454882,0.0002810641,0.0003456511,0.001161061,0.006958075,0.004623074,0.0007228836,0.01105481,0.0260993],"study_design_scores_gemma":[0.000008927439,0.000008214145,0.990027,0.00004201943,0.00002419164,0.00004245628,0.0005329348,0.002143265,0.0003737452,0.00003378176,0.006751043,0.00001237447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724842,0.001080381,0.0001481072,0.0003672928,0.00001321064,0.00002668606,0.02106497,0.000034461,0.004780735],"genre_scores_gemma":[0.9822531,0.001016186,0.0004992615,0.00008601787,0.000007613362,0.00001767872,0.0107171,0.00001598488,0.005387152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01898118,"threshold_uncertainty_score":0.1377187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0187758304841281,"score_gpt":0.2416507930313565,"score_spread":0.2228749625472284,"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."}}