{"id":"W4408466863","doi":"10.5194/egusphere-egu25-17512","title":"Subpolar eddies from high-resolution, multi-platform experiments in the Labrador Sea","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Eddy; Oceanography; Geology; Resolution (logic); High resolution; Remote sensing; Geography; Meteorology; Computer science; Artificial intelligence; Turbulence","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":[0.0002813184,0.0004997032,0.0004717011,0.0004128515,0.0005527923,0.0004391592,0.0004417512,0.0004719016,0.0005462473],"category_scores_gemma":[0.0002162591,0.0002220617,0.0004282552,0.0005646325,0.000353225,0.0003415219,0.000533421,0.0005731349,0.00012999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005926679,"about_ca_system_score_gemma":0.000319604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02842216,"about_ca_topic_score_gemma":0.05130574,"domain_scores_codex":[0.9998609,0.00001420512,0.00001017869,0.00004776129,0.00002415292,0.00004279809],"domain_scores_gemma":[0.9998259,0.00002211161,0.00003528829,0.00002856019,0.00002848112,0.00005966327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004360844,0.00268258,0.3488986,0.0003164737,0.0007774657,0.001306619,0.001813846,0.02220126,0.5710419,0.0005693026,0.002209749,0.04382122],"study_design_scores_gemma":[0.0001358294,0.0006698232,0.9736699,0.00001179255,0.00008852623,0.00006214542,0.0005591048,0.0100727,0.01376166,0.00007258167,0.000860027,0.00003583885],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992125,0.00002193517,0.00007693486,0.00001069652,0.000003757802,0.000008130261,0.0004133754,0.00001329055,0.0002393283],"genre_scores_gemma":[0.9958428,0.00007902776,0.001183005,0.00005353265,0.000008248453,0.00003791598,0.002299398,0.00001289435,0.0004832614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02842216,"threshold_uncertainty_score":0.05651343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02593216450153896,"score_gpt":0.2464320557851052,"score_spread":0.2204998912835663,"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."}}