{"id":"W7105647093","doi":"10.24400/527896/a03-2018.2506","title":"Can fully-focused or unfocused SAR delay doppler altimeter range data provide enhanced detection of coastal currents?","year":2018,"lang":"","type":"article","venue":"Centre National d’Etudes Spatiales","topic":"Ocean Waves and Remote Sensing","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Altimeter; Acoustic Doppler current profiler; Hydrography; Current (fluid); Baseline (sea); Range (aeronautics); Geostrophic current; Geostrophic wind; Satellite altimetry; Advection","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006657281,0.0005573376,0.0006127749,0.0003539212,0.000565858,0.0002137933,0.0008071035,0.0003012817,0.003243072],"category_scores_gemma":[0.0006242742,0.0004447349,0.0001726071,0.000665279,0.000851567,0.0007256918,0.0002124935,0.0003372267,0.0002041469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006605376,"about_ca_system_score_gemma":0.0009346374,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004057492,"about_ca_topic_score_gemma":0.1017072,"domain_scores_codex":[0.9950947,0.0003704544,0.001083579,0.001070448,0.001587615,0.0007932366],"domain_scores_gemma":[0.996697,0.0005710833,0.0007502845,0.0006250606,0.001012079,0.0003444555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004696276,0.0008601726,0.02148426,0.0006866779,0.001138708,0.0000590007,0.004676752,0.001499221,0.0114335,0.00009109952,0.004089065,0.9492853],"study_design_scores_gemma":[0.008646769,0.002252383,0.07584893,0.001387514,0.0007528582,0.0001371357,0.001119833,0.7888541,0.06945554,0.0005562025,0.04847461,0.002514096],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771782,0.001147284,0.002748179,0.001365592,0.004282949,0.001578784,0.009537327,0.00009708161,0.002064636],"genre_scores_gemma":[0.9911407,0.000310145,0.003699949,0.000144926,0.001691397,7.482131e-8,0.002436621,0.00003100102,0.0005452214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9467712,"threshold_uncertainty_score":0.9998004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04568438074864892,"score_gpt":0.2661640452879908,"score_spread":0.2204796645393418,"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."}}