{"id":"W4286321376","doi":"10.1029/2021jf006501","title":"Seasonal and Multiyear Flow Variability on the Prince of Wales Icefield, Ellesmere Island: 2009–2019","year":2022,"lang":"en","type":"article","venue":"Journal of Geophysical Research Earth Surface","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Natural Resources Canada; University of Waterloo","funders":"","keywords":"Ice field; Glacier; Geology; Surge; Glacier mass balance; Climatology; Physical geography; Glacier morphology; Oceanography; Geomorphology; Geography; Ice stream; Sea ice; Cryosphere","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":[0.002418311,0.00008544407,0.0002127942,0.00002208925,0.0005409169,0.00003392364,0.00030442,0.00002471637,0.001870483],"category_scores_gemma":[0.0006266269,0.00005249103,0.00009375997,0.0003845662,0.0002349807,0.00008645175,0.00009958456,0.000800731,0.00001818008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006412576,"about_ca_system_score_gemma":0.0001646195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009143612,"about_ca_topic_score_gemma":0.0004488035,"domain_scores_codex":[0.9975947,0.0005839511,0.0002526904,0.0001519883,0.001135904,0.0002807913],"domain_scores_gemma":[0.9957755,0.00354894,0.0001284072,0.0001833207,0.0002470318,0.0001168104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001767812,0.0007475276,0.7822119,0.00007753922,0.0002972597,0.00007488618,0.00230935,0.091213,0.000745645,0.001390787,0.04515475,0.07400952],"study_design_scores_gemma":[0.0003006257,0.0008424564,0.9441535,0.00001691467,0.000008163388,0.000007285345,0.0009208951,0.0229422,0.00005851747,0.0006686024,0.03000757,0.00007325881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947349,0.0004062722,0.00002540498,0.003795367,0.000135784,0.000144519,0.0001976203,0.00000274754,0.0005573924],"genre_scores_gemma":[0.998202,0.0002905419,0.000542075,0.0001267456,0.0001290929,5.694639e-7,0.000004308577,0.000002712526,0.0007019415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1619416,"threshold_uncertainty_score":0.9990419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03864792751956179,"score_gpt":0.2827335764033191,"score_spread":0.2440856488837573,"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."}}