{"id":"W2092726342","doi":"10.1109/jstars.2012.2208179","title":"Surface Current Measurement Under Low Sea State Using Dual Polarized X-Band Nautical Radar","year":2012,"lang":"en","type":"article","venue":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","topic":"Ocean Waves and Remote Sensing","field":"Earth and Planetary Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Buoy; Sea state; Radar; Algorithm; Iterative method; Polarization (electrochemistry); C band; Dual-polarization interferometry; Computer science; Remote sensing; Geology; Geodesy; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001052925,0.0002158452,0.0003706575,0.0001714754,0.0002684583,0.0001074495,0.00006387306,0.0001106476,0.000009226775],"category_scores_gemma":[0.00006256645,0.0001762121,0.00006271819,0.0005711722,0.00009708384,0.0002193183,0.000008231808,0.0006223206,0.000001656758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004760162,"about_ca_system_score_gemma":0.0002729572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003396212,"about_ca_topic_score_gemma":0.000409687,"domain_scores_codex":[0.9978245,0.0001312093,0.0006634973,0.0001788178,0.0006756809,0.0005262154],"domain_scores_gemma":[0.9988389,0.0000992744,0.0003048297,0.0001225373,0.0003847273,0.0002497121],"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":[0.0004797133,0.0002232109,0.02131746,0.0003034427,0.0003591529,0.00009541668,0.002431419,0.06516558,0.1602261,0.0001168214,0.0001015678,0.7491801],"study_design_scores_gemma":[0.00239537,0.000121655,0.4601616,0.0006426443,0.0001512902,0.0006545653,0.0003358272,0.5215091,0.009925776,0.001706561,0.001701427,0.0006941913],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837314,0.001365218,0.01329338,0.0002659998,0.001014922,0.0001650366,0.000008461958,0.00001454428,0.0001410234],"genre_scores_gemma":[0.9104183,0.0003264768,0.08856999,0.000100944,0.0005538802,2.335945e-10,0.000006872674,0.00001042307,0.00001313576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7484859,"threshold_uncertainty_score":0.7185721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05642677136731011,"score_gpt":0.2490740079655569,"score_spread":0.1926472365982468,"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."}}