{"id":"W2767447169","doi":"10.1002/2017gl075135","title":"Snow Accumulation Variability Over the West Antarctic Ice Sheet Since 1900: A Comparison of Ice Core Records With ERA‐20C Reanalysis","year":2017,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China; Natural Environment Research Council; Sight Research UK; Multiple Sclerosis Scientific Research Foundation","keywords":"Firn; Snow; Ice core; Antarctic ice sheet; Climatology; Ice sheet; Precipitation; Geology; Peninsula; Physical geography; Sea ice; Snow field; Cryosphere; Oceanography; Geography; Snow cover; Meteorology; Geomorphology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0005172631,0.000235672,0.0001599623,0.001382216,0.0001382036,0.0004427491,0.0001510296,0.000139142,0.0003915829],"category_scores_gemma":[0.000744529,0.00009655665,0.0002667898,0.001574202,0.0001089823,0.0003520952,0.0002525101,0.0001129517,0.000208181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003525462,"about_ca_system_score_gemma":0.0002375365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02371,"about_ca_topic_score_gemma":0.0312266,"domain_scores_codex":[0.9998815,0.00001869841,0.00001735086,0.00003224295,0.00002999183,0.00002014096],"domain_scores_gemma":[0.9995137,0.00006066462,0.0001439481,0.00005395391,0.0001845307,0.00004310944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008941541,0.00002522219,0.9898161,0.00002481227,0.0001432682,0.00004657513,0.0001448888,0.0008308273,0.001225782,0.00003527141,0.0004887038,0.007129118],"study_design_scores_gemma":[0.000001583807,0.00001167141,0.9988576,0.000004141685,0.00001462435,0.00002023005,0.00003644674,0.0004403947,0.0001735555,0.000004477691,0.0004336419,0.000001614515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99672,0.0001368691,0.00009052477,0.00001432268,0.000006942235,0.000003037935,0.00254135,0.0000125087,0.0004745872],"genre_scores_gemma":[0.9925626,0.0001846225,0.0002091586,0.00001373048,0.00001302675,0.000007236159,0.006838812,0.00000612159,0.0001647118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02371,"threshold_uncertainty_score":0.04714394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1032255059084522,"score_gpt":0.3606191426191709,"score_spread":0.2573936367107187,"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."}}