{"id":"W6907510945","doi":"10.24400/527896/a03-2023.3857","title":"First look at SWOT nadir and KaRIn data in regional seas with 1-day sampling","year":2023,"lang":"en","type":"article","venue":"Centre National d’Etudes Spatiales","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nadir; Altimeter; SWOT analysis; Ocean surface topography; Sea-surface height; Satellite; Sampling (signal processing); Geostrophic wind","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":[0.0002994952,0.0001376288,0.0001322957,0.00005972588,0.0002238606,0.00006264769,0.0002756241,0.00005263439,0.0005028177],"category_scores_gemma":[0.0001309821,0.0001104057,0.00001637263,0.0005142297,0.0001639444,0.000295252,0.0000711722,0.00008744729,0.000077067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001300101,"about_ca_system_score_gemma":0.0001479893,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001010063,"about_ca_topic_score_gemma":0.07838806,"domain_scores_codex":[0.9986525,0.00003102803,0.0001641222,0.00039023,0.0004987979,0.0002633663],"domain_scores_gemma":[0.9991159,0.0005089183,0.00006448995,0.000139748,0.00006775152,0.0001031465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003679474,0.00001637457,0.9881537,0.0000509147,0.0000222802,0.0000157912,0.0001811353,0.006178454,0.000001253129,0.0003895877,0.001756213,0.00319751],"study_design_scores_gemma":[0.0003335099,0.00002136628,0.9386646,0.00008383951,0.000008348656,0.00001023808,0.0001665527,0.03107486,0.000003104678,0.001020341,0.02844239,0.0001709243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916822,0.002139611,0.0001510909,0.003177887,0.0001162235,0.0002021238,0.0004921724,0.0001093682,0.001929314],"genre_scores_gemma":[0.995184,0.0006783462,0.001450454,0.0001935049,0.0001235306,8.903636e-7,0.002068211,0.000005550884,0.0002955004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.077378,"threshold_uncertainty_score":0.9384289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05158265443485217,"score_gpt":0.245920107738686,"score_spread":0.1943374533038338,"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."}}