{"id":"W2374198409","doi":"10.1007/s00343-015-4147-1","title":"A new modulation transfer function for ocean wave spectra retrieval from X-band marine radar imagery","year":2015,"lang":"en","type":"article","venue":"Chinese Journal of Oceanology and Limnology","topic":"Ocean Waves and Remote Sensing","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bedford Institute of Oceanography","funders":"","keywords":"Buoy; Optical transfer function; Radar; Remote sensing; Optics; Geology; Wind wave; Physics; Significant wave height; Telecommunications; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0003371856,0.0001812733,0.0004165252,0.0002020342,0.000100046,0.00002891256,0.00008709668,0.0002491446,0.0001874429],"category_scores_gemma":[0.0001585921,0.0001205714,0.0001127034,0.0001391147,0.0001271253,0.0002572335,0.000007737608,0.0003203003,0.000005010478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007988901,"about_ca_system_score_gemma":0.0001292005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008954136,"about_ca_topic_score_gemma":0.0001014278,"domain_scores_codex":[0.9989107,0.00009080076,0.0004162086,0.0002034492,0.0001245803,0.0002542497],"domain_scores_gemma":[0.9991711,0.0002287023,0.0001548222,0.0001042935,0.0001275374,0.0002135694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02547893,0.0001504357,0.6659264,0.00007611296,0.00118585,0.0006392272,0.003065491,0.002207035,0.005854813,0.0005229479,0.007019446,0.2878733],"study_design_scores_gemma":[0.005157663,0.002862466,0.8606047,0.00002362526,0.0002091716,0.001967321,0.0003146887,0.01559966,0.000453568,0.1107367,0.001770779,0.0002996627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855927,0.001541526,0.009119586,0.001458608,0.00175271,0.0001023961,0.0000201111,0.00001593707,0.0003964847],"genre_scores_gemma":[0.9940655,0.0002108086,0.004009374,0.0002026343,0.001250357,1.402409e-9,0.00006812948,0.000007235531,0.0001859226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2875737,"threshold_uncertainty_score":0.4916757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01713563587228301,"score_gpt":0.2111567101632355,"score_spread":0.1940210742909524,"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."}}