{"id":"W2134222349","doi":"10.3390/rs70607753","title":"An Algorithm for Surface Current Retrieval from X-band Marine Radar Images","year":2015,"lang":"en","type":"article","venue":"Remote Sensing","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Radar; Algorithm; Amplitude; Geology; Fast Fourier transform; Computer science; Remote sensing; Optics; Physics; 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":[0.000557074,0.0001417459,0.0001832273,0.00005724202,0.0001302982,0.0001897367,0.0001522745,0.00006117708,0.00007224276],"category_scores_gemma":[0.00007867566,0.0001236118,0.00004122695,0.0001503841,0.00007544242,0.0001910443,0.00001708377,0.0001882012,0.00007714477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002150055,"about_ca_system_score_gemma":0.0001349018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004846625,"about_ca_topic_score_gemma":0.0004625059,"domain_scores_codex":[0.998485,0.000115792,0.0001776866,0.0003398641,0.0004589304,0.0004227155],"domain_scores_gemma":[0.9989536,0.0002137354,0.0000461027,0.0002599754,0.0001888741,0.0003376642],"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":[0.0000782615,0.000007284727,0.0005681809,0.000008887564,0.0000135051,0.0000286478,0.000136515,0.004516458,0.004401516,4.25661e-8,0.0004741253,0.9897666],"study_design_scores_gemma":[0.0005252824,0.0001304634,0.0008206507,0.00001665199,0.00001677648,0.00001519951,0.00009071463,0.9813836,0.01248828,0.001999595,0.002336989,0.0001758276],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3679955,0.0004492403,0.629134,0.0001482901,0.0006904168,0.0002827423,0.0002535125,0.00007838901,0.0009678554],"genre_scores_gemma":[0.4802575,0.00007117292,0.5181697,0.00003756453,0.0006204942,9.157546e-10,0.0006471213,0.00001342997,0.0001830317],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9895908,"threshold_uncertainty_score":0.7326679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0468149700268991,"score_gpt":0.2978126841310185,"score_spread":0.2509977141041194,"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."}}