{"id":"W1987590959","doi":"10.1029/2007jc004647","title":"Antarctic Circumpolar Current frontal system in the South Atlantic: Monitoring using merged Argo and animal‐borne sensor data","year":2008,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Argo; Circumpolar star; Geology; Oceanography; Ridge; Climatology; Mid-Atlantic Ridge; Sea surface temperature; Front (military); Ocean current; Nova scotia; Paleontology","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":[0.001448388,0.0001797752,0.0003749367,0.00002139213,0.0004793443,0.0001421166,0.0008282785,0.00005635023,0.00003832292],"category_scores_gemma":[0.0003490608,0.000109929,0.00007968925,0.0007650985,0.0003876397,0.0006700692,0.00009449414,0.0009907424,0.00001431756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001885656,"about_ca_system_score_gemma":0.0002745679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003070453,"about_ca_topic_score_gemma":0.0001898485,"domain_scores_codex":[0.9968197,0.0004682093,0.0004600107,0.0003087683,0.001351902,0.0005914446],"domain_scores_gemma":[0.9983452,0.0006714822,0.0002005094,0.0003366396,0.0002079152,0.0002382754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002459578,0.00009250445,0.9940298,0.0001619916,0.00005259841,0.0005124277,0.001173111,0.0000920421,0.0001549407,0.00001771063,0.000180705,0.003286189],"study_design_scores_gemma":[0.0005162554,0.0003099442,0.9786689,0.0003612896,0.00003328612,0.0003260152,0.007876814,0.01100982,0.00003477156,0.0001328375,0.0005721553,0.0001579089],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901064,0.009267299,0.00006180945,0.0001070178,0.0001968328,0.0001430406,0.00002126498,0.000009510642,0.00008679506],"genre_scores_gemma":[0.9964123,0.001110111,0.001600879,0.000006641639,0.0008498579,3.167436e-7,0.000004970026,0.000007295202,0.000007679099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01536092,"threshold_uncertainty_score":0.4641627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.102786922819021,"score_gpt":0.3217477824867976,"score_spread":0.2189608596677766,"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."}}