{"id":"W2013955542","doi":"10.1080/07055900.2012.742420","title":"Ocean Responses to Typhoon Namtheun Explored with Argo Floats and Multiplatform Satellites","year":2012,"lang":"en","type":"article","venue":"ATMOSPHERE-OCEAN","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Goddard Space Flight Center; Woods Hole Oceanographic Institution","keywords":"Argo; Thermocline; Typhoon; Upwelling; Geology; Climatology; Barotropic fluid; Oceanography; Sea surface temperature; Precipitation; Temperature salinity diagrams; Baroclinity; Environmental science; Salinity; Meteorology; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001977216,0.0002591363,0.000273342,0.00001465773,0.0002552689,0.00009864799,0.0002570474,0.0001057565,0.001399183],"category_scores_gemma":[0.000117847,0.000168786,0.00005248689,0.0003405486,0.0001640496,0.0004948165,0.00004434384,0.0002464409,0.000624539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000948365,"about_ca_system_score_gemma":0.00003482773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00162982,"about_ca_topic_score_gemma":0.001116463,"domain_scores_codex":[0.9979702,0.00008522096,0.0002429642,0.0003764794,0.0004514529,0.000873684],"domain_scores_gemma":[0.9983999,0.0003593248,0.00004246281,0.0002903663,0.00005346581,0.0008545083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009581912,0.00004153558,0.9663215,0.00002300779,0.00002612129,0.00002175257,0.0005489723,0.000114652,0.00005205588,0.00009507039,0.0009120803,0.03088506],"study_design_scores_gemma":[0.0005081539,0.000645678,0.9736765,0.00002974969,0.00001461455,0.0000357593,0.0005593591,0.0004651707,0.0005279371,0.0002932538,0.02292072,0.0003230839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995261,0.002141658,0.00004741666,0.0004021515,0.0001412752,0.0002884425,0.0000352575,0.0001010374,0.001581828],"genre_scores_gemma":[0.9932363,0.0001887512,0.004999739,0.0003584043,0.0002574502,5.495056e-7,0.00003533085,0.00001452919,0.0009089534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03056197,"threshold_uncertainty_score":0.9995137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02387719779180742,"score_gpt":0.2380521009031381,"score_spread":0.2141749031113306,"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."}}