{"id":"W4319791882","doi":"10.5194/tc-17-457-2023","title":"Evolution of the dynamics, area, and ice production of the Amundsen Sea Polynya, Antarctica, 2016–2021","year":2023,"lang":"en","type":"article","venue":"˜The œcryosphere","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"NASA Headquarters; Norsk Polarinstitutt; Natural Sciences and Engineering Research Council of Canada; Universität Bremen; Nuclear Safety and Security Commission; European Space Agency; National Aeronautics and Space Administration","keywords":"Oceanography; Sea ice; Iceberg; Bathymetry; Climatology; Geology; Ice shelf; Cryosphere","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002440976,0.0003328333,0.0001139342,0.0008224369,0.0002887498,0.0007361479,0.0001429305,0.0002086371,0.0009684575],"category_scores_gemma":[0.0005132508,0.00009933083,0.0002520266,0.001329612,0.0002894171,0.000377863,0.000427629,0.0001817918,0.0002555587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008687521,"about_ca_system_score_gemma":0.0006200525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07966004,"about_ca_topic_score_gemma":0.1206614,"domain_scores_codex":[0.9999193,0.000008627633,0.000007135309,0.00002682058,0.00001859789,0.00001945417],"domain_scores_gemma":[0.9997402,0.00002030353,0.00008959774,0.00001304365,0.00007492556,0.00006182778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001003444,0.00002193125,0.979749,0.00006650088,0.0001532608,0.0003368078,0.0004071022,0.003466542,0.002357912,0.0001402531,0.00161465,0.01158563],"study_design_scores_gemma":[0.000002586312,0.00001121092,0.996138,0.00001209334,0.00001189644,0.00007371375,0.0004255428,0.001438995,0.0001467587,0.00002639452,0.001709006,0.000003624116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951409,0.0004455772,0.0001026382,0.0001237221,0.00001377647,0.000004549697,0.00317487,0.00001593843,0.0009779325],"genre_scores_gemma":[0.995024,0.0004637378,0.0002166048,0.00002857114,0.00001379168,0.00001046843,0.003423299,0.000005717394,0.0008138072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07966004,"threshold_uncertainty_score":0.1583928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006790308125387184,"score_gpt":0.185682043818265,"score_spread":0.1788917356928778,"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."}}