{"id":"W4408486671","doi":"10.5194/egusphere-egu25-17242","title":"Characteristics of ocean mesoscale vortices in the Amerasian Basin from a high resolution pan-Arctic model","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Geological Studies and Exploration","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Mesoscale meteorology; The arctic; Climatology; Arctic; Vortex; Oceanography; Geography; Meteorology; Geology","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":[0.000228231,0.0004235868,0.0002231832,0.0002599687,0.0003271234,0.0006494181,0.0006897762,0.0004937226,0.001103602],"category_scores_gemma":[0.0004814707,0.0002717988,0.0004775683,0.0002776061,0.0002419083,0.0002398556,0.0002895189,0.0003425489,0.000109237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009478182,"about_ca_system_score_gemma":0.001034483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2219079,"about_ca_topic_score_gemma":0.1446325,"domain_scores_codex":[0.9999601,0.000008463784,0.000002863517,0.00001242593,0.00000643455,0.000009707756],"domain_scores_gemma":[0.9998685,0.00003556447,0.00002138924,0.00001241153,0.00003723301,0.00002499804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001161731,0.00008685121,0.02764933,0.00002442745,0.00008250691,0.0001301727,0.00007651425,0.9656825,0.002309083,0.0004556352,0.0005702307,0.002816625],"study_design_scores_gemma":[0.00002721868,0.00002829309,0.01126614,0.000005447079,0.00001945522,0.00001253245,0.00003607227,0.9879519,0.0002284488,0.0001155527,0.0003006159,0.000008170151],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960758,0.00005725198,0.001193999,0.00007594825,0.00001060112,0.000008028456,0.0005405497,0.0000597624,0.001978038],"genre_scores_gemma":[0.9969422,0.00005972085,0.001365004,0.00001256346,0.000004312923,0.00001308714,0.0009156227,0.00001386997,0.0006736033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2219079,"threshold_uncertainty_score":0.4412325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02817261070203406,"score_gpt":0.2245179869323246,"score_spread":0.1963453762302906,"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."}}