{"id":"W4417270862","doi":"10.5194/egusphere-2025-6055","title":"High-Latitude Eddy Statistics from SWOT assessed by in situ observations","year":2025,"lang":"en","type":"article","venue":"","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centre National de la Recherche Scientifique; HORIZON EUROPE European Research Council; Centre National d’Etudes Spatiales","keywords":"Mesoscale meteorology; Eddy; Boundary current; Anticyclone; Sea-surface height; Mediterranean sea; Satellite; Argo","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003808631,0.0003267472,0.0001877049,0.0007186391,0.0001228173,0.000565616,0.0001273606,0.0001599104,0.0005998525],"category_scores_gemma":[0.0009288767,0.0001060321,0.0002303099,0.0007613864,0.0001512968,0.0004965012,0.0003696305,0.0001307437,0.000258508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002027276,"about_ca_system_score_gemma":0.0001929885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008318555,"about_ca_topic_score_gemma":0.01667447,"domain_scores_codex":[0.9998809,0.00001811813,0.00001470992,0.00002857001,0.00003253808,0.00002517371],"domain_scores_gemma":[0.9994544,0.00009321021,0.0001690959,0.00008804504,0.0001481742,0.00004697294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001340938,0.00003866003,0.9612499,0.00004381257,0.0001041824,0.00008084567,0.0001445993,0.006609872,0.01356245,0.0001376462,0.0005116103,0.01738228],"study_design_scores_gemma":[0.000003699928,0.00002612343,0.9833211,0.0000100425,0.00001725605,0.00003240981,0.0001233372,0.01314661,0.002628165,0.00005452193,0.0006277282,0.000009090827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967161,0.00002685369,0.001044997,0.000008991109,0.000005228952,0.000005033268,0.00143655,0.00004030862,0.0007160181],"genre_scores_gemma":[0.9964876,0.00002713834,0.0008623592,0.000007375948,0.000005250626,0.000004880661,0.002455188,0.00001267607,0.0001375328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008318555,"threshold_uncertainty_score":0.01654023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01001235297553939,"score_gpt":0.2122103634137318,"score_spread":0.2021980104381924,"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."}}