{"id":"W2903285127","doi":"10.3390/rs10121938","title":"Ocean Wind Retrieval Models for RADARSAT Constellation Mission Compact Polarimetry SAR","year":2018,"lang":"en","type":"article","venue":"Remote Sensing","topic":"Ocean Waves and Remote Sensing","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography; Environment and Climate Change Canada; Fisheries and Oceans Canada","funders":"Canadian Space Agency; National Oceanic and Atmospheric Administration; China Scholarship Council; Natural Science Foundation of Jiangsu Province; National Natural Science Foundation of China","keywords":"Remote sensing; Buoy; Synthetic aperture radar; Polarimetry; Wind direction; Radar; Wind speed; Geology; Geodesy; Computer science; Environmental science; Meteorology; Physics; Optics; Telecommunications","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004236382,0.0002163177,0.0002742077,0.0001470249,0.0005484267,0.0001247187,0.00008441017,0.0001694356,0.00005279174],"category_scores_gemma":[0.00006583684,0.0001827957,0.0001275094,0.0002773995,0.0001930326,0.0002351886,0.000009442129,0.0001682293,0.0000419067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001886996,"about_ca_system_score_gemma":0.00007951812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006430216,"about_ca_topic_score_gemma":0.000005322619,"domain_scores_codex":[0.9984387,0.00009135241,0.0003154766,0.0003830797,0.000301745,0.0004696484],"domain_scores_gemma":[0.9990238,0.0002205675,0.0001534485,0.0002541207,0.0001401421,0.0002079153],"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":[0.00102228,0.00001529005,0.0006960615,0.0001098924,0.0001142434,0.00004943957,0.001164044,0.2970997,0.005414395,0.00002455628,0.002955059,0.691335],"study_design_scores_gemma":[0.0004320767,0.0001583202,0.0002845087,0.0001333725,0.00003518072,0.0001429619,0.0001491991,0.9842968,0.005997108,0.002555899,0.005553015,0.0002615794],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762453,0.0003390468,0.004937902,0.0003676166,0.000967318,0.0003226345,0.00002675732,0.00009813504,0.0166953],"genre_scores_gemma":[0.9710081,0.00002027039,0.02743813,0.0002732368,0.000941039,3.997936e-15,0.00009017958,0.00001508002,0.000213987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6910734,"threshold_uncertainty_score":0.7454194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03036198835186239,"score_gpt":0.2512688871894196,"score_spread":0.2209068988375572,"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."}}