{"id":"W2807421415","doi":"10.3390/rs10060875","title":"Dual-Polarized Backscatter Features of Surface Currents in the Open Ocean during Typhoon Lan (2017)","year":2018,"lang":"en","type":"article","venue":"Remote Sensing","topic":"Ocean Waves and Remote Sensing","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"Canadian Space Agency; National Natural Science Foundation of China","keywords":"Typhoon; Remote sensing; Synthetic aperture radar; Backscatter (email); Geology; Altimeter; Ocean current; Current (fluid); Oceanography; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001322697,0.0002406807,0.0001774278,0.000640458,0.0001584953,0.0003366104,0.0001418339,0.0002117147,0.0003511366],"category_scores_gemma":[0.000201602,0.0001293065,0.0002269352,0.0004470428,0.000276199,0.0003022291,0.0002989532,0.0002063522,0.00008290014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001313326,"about_ca_system_score_gemma":0.0002428334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004639656,"about_ca_topic_score_gemma":0.00892738,"domain_scores_codex":[0.9999518,0.000005858441,0.000002592033,0.000009914506,0.00001105849,0.00001871218],"domain_scores_gemma":[0.9998758,0.00001930391,0.00003234686,0.000008542423,0.00004036358,0.00002368119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009517536,0.0003036562,0.6281983,0.0002048925,0.0001318502,0.001644731,0.0008231205,0.02530475,0.2607037,0.0006298259,0.001627677,0.07947586],"study_design_scores_gemma":[0.00008885482,0.000215109,0.8628203,0.00003011755,0.0001471488,0.0005285011,0.001121312,0.1112946,0.02243173,0.0003695074,0.0009068029,0.0000459558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980267,0.00003727788,0.001253528,0.0000281976,0.000006880277,0.000005082898,0.0001746663,0.00002487675,0.0004428277],"genre_scores_gemma":[0.9968985,0.00004471699,0.002575529,0.00001005763,0.00001008678,0.000005741214,0.0003521944,0.000005028978,0.00009799362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004639656,"threshold_uncertainty_score":0.009225309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02156740697171066,"score_gpt":0.2581877728576153,"score_spread":0.2366203658859046,"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."}}