{"id":"W2162181979","doi":"10.1002/2015jc011149","title":"Global <scp>C</scp>‐<scp>B</scp>and <scp>E</scp>nvisat, <scp>RADARSAT</scp>‐2 and <scp>S</scp>entinel‐1 <scp>SAR</scp> measurements in copolarization and cross‐polarization","year":2015,"lang":"en","type":"article","venue":"Journal of Geophysical Research Oceans","topic":"Ocean Waves and Remote Sensing","field":"Earth and Planetary Sciences","cited_by":140,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Space Agency; Genome Institute of Singapore","keywords":"Crosswind; Azimuth; Polarization (electrochemistry); Wind speed; Physics; Wind direction; Computational physics; Meteorology; Optics; Chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00697289,0.001516439,0.002111358,0.001479268,0.001878838,0.003011844,0.001494807,0.00116216,0.00001147009],"category_scores_gemma":[0.03302922,0.001340294,0.0005611042,0.003343054,0.002020492,0.003320119,0.0006510927,0.003489435,0.0002110613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003604783,"about_ca_system_score_gemma":0.0014476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002280025,"about_ca_topic_score_gemma":0.00078183,"domain_scores_codex":[0.9830134,0.002112394,0.00257612,0.00204434,0.006354261,0.003899469],"domain_scores_gemma":[0.9812585,0.009986182,0.001631379,0.0009862888,0.002606628,0.003531001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006675603,0.001354459,0.8965952,0.0007734519,0.0008878827,0.0009047862,0.01027983,0.003114111,0.004257218,0.000512668,0.07231649,0.008937099],"study_design_scores_gemma":[0.008131277,0.003153285,0.8171847,0.001131149,0.0004197674,0.0009603168,0.01498598,0.05079193,0.002471212,0.008997332,0.09153727,0.0002357196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804334,0.006185807,0.000694697,0.0002420355,0.001178551,0.00151675,0.0003541015,0.000131806,0.009262856],"genre_scores_gemma":[0.9813189,0.002900506,0.002306736,0.000534779,0.002650448,0.000001144373,0.0004510611,0.0001771795,0.009659233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07941049,"threshold_uncertainty_score":0.9997584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05161395574540664,"score_gpt":0.3070642489557193,"score_spread":0.2554502932103127,"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."}}