{"id":"W1949337222","doi":"10.1109/igarss.2002.1026469","title":"Capability of Radarsat-1 for estimation of ocean surface current on the Scotian Shelf","year":2003,"lang":"en","type":"article","venue":"","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Current (fluid); Oceanography; Remote sensing; Estimation; Sea surface temperature; Environmental science; Geology; Climatology; Meteorology; Geography; Engineering; Systems engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003992875,0.0001905063,0.00009160645,0.000523249,0.000110553,0.000266409,0.0001394031,0.00009075781,0.0005779344],"category_scores_gemma":[0.0007982646,0.0000976868,0.00008606702,0.0003436944,0.00008918854,0.0001847671,0.0001384121,0.00006851297,0.0002521699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003139401,"about_ca_system_score_gemma":0.0004112902,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09495435,"about_ca_topic_score_gemma":0.1447539,"domain_scores_codex":[0.9999194,0.00001451785,0.000004487708,0.00001475095,0.00003355759,0.00001320449],"domain_scores_gemma":[0.9997301,0.00005138174,0.00003649782,0.00002562514,0.0001374099,0.00001903329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009522735,0.00006483056,0.5671409,0.0001918475,0.0000987086,0.0003189256,0.0004451112,0.04390795,0.1306893,0.000761833,0.002084757,0.2533436],"study_design_scores_gemma":[0.00005919145,0.0001671001,0.8802696,0.00003613266,0.00006673899,0.000199916,0.0001727311,0.1027021,0.01352755,0.0002095409,0.002562192,0.00002710623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893296,0.0002759091,0.005068287,0.00006158618,0.00001112821,0.00002245037,0.0006608005,0.000259986,0.004310411],"genre_scores_gemma":[0.9948151,0.00008026616,0.004251406,0.00001120377,0.000003414154,0.00000428451,0.0004667034,0.000006434371,0.000361149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9050456,"threshold_uncertainty_score":0.1888033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03936623719164213,"score_gpt":0.2807723820772469,"score_spread":0.2414061448856048,"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."}}