{"id":"W3207058704","doi":"10.1029/2021gl095699","title":"Tropical Cyclone Winds and Inflow Angle Asymmetry From SAR Imagery","year":2021,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Tropical cyclone; Synthetic aperture radar; Inflow; Geology; Wind speed; Remote sensing; Eye; RADIUS; Radiometer; Cyclone (programming language); Meteorology; Maximum sustained wind; Microwave radiometer; Asymmetry; Environmental science; Geodesy; Wind direction; Climatology; Physics; Wind gradient","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001517552,0.0003179307,0.0001180054,0.0003440139,0.00007821702,0.0003479124,0.000103354,0.0001115193,0.000464652],"category_scores_gemma":[0.0004424867,0.000133476,0.0002158644,0.0002262283,0.0001193313,0.0002589485,0.0001220757,0.0001291939,0.0001011534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001712011,"about_ca_system_score_gemma":0.0001697396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006393281,"about_ca_topic_score_gemma":0.005114096,"domain_scores_codex":[0.9999584,0.000008631905,0.00000331149,0.0000131177,0.000010312,0.000006178647],"domain_scores_gemma":[0.9998921,0.00002885654,0.00002999765,0.00001612016,0.00002347932,0.000009413754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0001804112,0.00005590738,0.1730464,0.0000379341,0.00008011953,0.0001743485,0.00005028798,0.7636811,0.02966031,0.001190039,0.0006169441,0.03122609],"study_design_scores_gemma":[0.000007678002,0.00001777876,0.06141791,0.000004117785,0.000009529682,0.00004291992,0.00001515467,0.9366381,0.001476009,0.0001931875,0.0001718533,0.000005782316],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820259,0.00004205401,0.01600584,0.00002845761,0.000007797034,0.0000120187,0.0003594476,0.00009324102,0.001425145],"genre_scores_gemma":[0.9982408,0.00002965376,0.001351867,0.000002767578,0.000002897441,0.000002951074,0.0002071279,0.000005679529,0.0001562538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006393281,"threshold_uncertainty_score":0.01271212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02672367419325779,"score_gpt":0.2784953803660741,"score_spread":0.2517717061728164,"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."}}