{"id":"W1484806262","doi":"10.23919/oceans.2011.6107006","title":"Extraction of sea surface wind direction from bistatic high-frequency radar Doppler spectra","year":2011,"lang":"en","type":"article","venue":"","topic":"Ocean Waves and Remote Sensing","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Bistatic radar; Doppler effect; Doppler radar; Remote sensing; Radar engineering details; Radar; Ellipse; Spectral line; Geology; Continuous-wave radar; Physics; Optics; Acoustics; Radar imaging; Computer science; Telecommunications","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001062315,0.0001005813,0.0001382946,0.0000414537,0.00007319359,0.00001721368,0.00006265302,0.00005767539,0.006020193],"category_scores_gemma":[0.000009301732,0.00007575423,0.00004462169,0.0001405848,0.00005402853,0.0002218451,0.000002665326,0.00009166994,0.000134938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004496376,"about_ca_system_score_gemma":0.00002210543,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1106515,"about_ca_topic_score_gemma":0.003550598,"domain_scores_codex":[0.9992257,0.00004947081,0.0001997584,0.0001905043,0.0001693573,0.000165255],"domain_scores_gemma":[0.9995953,0.00006851865,0.00009492019,0.0001415058,0.00002874637,0.00007099405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004197971,0.0003154464,0.741348,0.0001276107,0.0003668398,0.0002360847,0.004196384,0.003588645,0.07040486,0.0006242415,0.002825723,0.1755464],"study_design_scores_gemma":[0.0002096173,0.0001004842,0.9710386,0.00001983813,0.00003200717,0.00002690527,0.0003117156,0.007013448,0.01764908,0.003274531,0.0001515735,0.0001722097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9541126,0.0001488605,0.0002195289,0.00004400965,0.0006543947,0.00008019479,0.00004499345,0.00004325807,0.04465218],"genre_scores_gemma":[0.9588114,0.00006550445,0.04038645,0.00002540218,0.00008575206,4.508097e-10,0.0000745966,0.00000371744,0.0005472071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2296906,"threshold_uncertainty_score":0.9948884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01947592401455,"score_gpt":0.2009817713074747,"score_spread":0.1815058472929247,"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."}}