{"id":"W4283009657","doi":"10.5194/tc-16-2373-2022","title":"Snowfall and snow accumulation during the MOSAiC winter and spring seasons","year":2022,"lang":"en","type":"article","venue":"˜The œcryosphere","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Global Ocean Monitoring and Observing Program; Biological and Environmental Research; Natural Environment Research Council; Swiss Polar Institute; Norges Forskningsråd; Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research; Sight Research UK; National Oceanic and Atmospheric Administration; Deutsche Forschungsgemeinschaft; U.S. Department of Energy; European Commission; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Office of Science; WSL-Institut für Schnee- und Lawinenforschung SLF; National Science Foundation","keywords":"Snow; Environmental science; Snow line; Precipitation; Atmospheric sciences; Climatology; Transect; Wind speed; Arctic; Geology; Meteorology; Snow cover; Geography; Oceanography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002290811,0.0001912514,0.0001732882,0.0006946801,0.000297683,0.0003486855,0.0001323994,0.0001245462,0.0006847059],"category_scores_gemma":[0.0002583528,0.00009131819,0.0001958829,0.0007172897,0.0001215892,0.0002261274,0.0002384805,0.0001021659,0.0001388371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003782324,"about_ca_system_score_gemma":0.0003239077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02500262,"about_ca_topic_score_gemma":0.07699309,"domain_scores_codex":[0.9999129,0.000008267441,0.00000701389,0.00002781762,0.00002565663,0.00001844354],"domain_scores_gemma":[0.9998381,0.00001236197,0.00005688934,0.00001144614,0.00004439107,0.00003685417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000412998,0.00003483406,0.9814944,0.00005160572,0.00007770213,0.0001689672,0.0002386925,0.001416857,0.006674978,0.00006080304,0.0005947474,0.008773458],"study_design_scores_gemma":[0.000001990217,0.00001634659,0.9986097,0.000002945569,0.000005117936,0.00002322402,0.00003748222,0.0006268373,0.0002601437,0.000007782108,0.0004070429,0.000001443521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965982,0.00007523262,0.0001794826,0.000006977492,0.000005480217,0.000006615411,0.002488553,0.00001736054,0.0006221171],"genre_scores_gemma":[0.9937701,0.00005279337,0.0005392241,0.00000646327,0.000008059924,0.00001124479,0.005171639,0.000006716181,0.0004337192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02500262,"threshold_uncertainty_score":0.04971421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01984614060215676,"score_gpt":0.2186373330937768,"score_spread":0.1987911924916201,"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."}}