{"id":"W1672751451","doi":"","title":"Finite element methods for sea ice modeling","year":2011,"lang":"en","type":"article","venue":"DIAL (Catholic University of Leuven)","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sea ice; Geology; Climatology; Archipelago; Arctic; Unstructured grid; Arctic ice pack; Meteorology; Grid; Geography; Oceanography; Geodesy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003489044,0.00008505696,0.0001440264,0.0000579079,0.0001762261,0.000005701383,0.0002233715,0.00005400903,0.0004537283],"category_scores_gemma":[0.00003481812,0.00009138102,0.00009942228,0.00008330794,0.00007921852,0.0001236336,0.00002331751,0.00007223267,0.00002382336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006232141,"about_ca_system_score_gemma":0.00005994792,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007107185,"about_ca_topic_score_gemma":0.0007033267,"domain_scores_codex":[0.9993814,0.00006278682,0.0001029463,0.000164645,0.00008534047,0.0002028769],"domain_scores_gemma":[0.9995455,0.0001156974,0.00006969662,0.0001309921,0.0000557429,0.00008237128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005210284,0.0001029534,0.04554763,0.00009554639,0.0001049361,0.00001625797,0.02481276,0.02473151,0.00003976415,0.0006387723,0.00005177127,0.9033371],"study_design_scores_gemma":[0.0006584907,0.0002500507,0.008555134,0.00001765666,0.00009110408,0.000004928028,0.002840258,0.954187,0.00003752963,0.001399094,0.03172399,0.0002348098],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4196362,0.00002507378,0.5744389,0.00007887618,0.0001597728,0.0001523192,0.000105788,0.00002249967,0.005380635],"genre_scores_gemma":[0.8131759,0.00004602995,0.1863662,0.00006803136,0.00003740685,5.811311e-8,0.00006976529,0.000002518583,0.0002340955],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9294555,"threshold_uncertainty_score":0.9995046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04967211970494402,"score_gpt":0.2487098254027991,"score_spread":0.1990377056978551,"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."}}