{"id":"W4291916233","doi":"10.3390/rs14163915","title":"The Dynamic Sea Clutter Simulation of Shore-Based Radar Based on Stokes Waves","year":2022,"lang":"en","type":"article","venue":"Remote Sensing","topic":"Ocean Waves and Remote Sensing","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University","keywords":"Clutter; Radar; Geology; Acoustics; Wind wave; Computer science; Radar horizon; Remote sensing; Radar imaging; Physics; Continuous-wave radar; Telecommunications","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005039802,0.0001556768,0.0001746018,0.0001197991,0.0007979198,0.00005480409,0.0001194343,0.00004182672,0.00007138839],"category_scores_gemma":[0.00005245566,0.0001117447,0.0001234858,0.0002755435,0.0001131787,0.00004457562,0.00001440532,0.0002574009,0.000009295551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002489077,"about_ca_system_score_gemma":0.0000778544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003202208,"about_ca_topic_score_gemma":0.0001669554,"domain_scores_codex":[0.9983661,0.0003032874,0.0002428555,0.0002505856,0.0005223181,0.0003148783],"domain_scores_gemma":[0.9986399,0.0007840648,0.0001542464,0.0003148461,0.00004353494,0.00006334556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000898138,0.000003562797,0.00008345151,0.000008928487,0.000006336948,0.00001445951,0.00007416664,0.735368,0.0001775157,4.302834e-7,0.00002229773,0.264151],"study_design_scores_gemma":[0.0002682285,0.0001417894,0.002984519,0.0000374967,0.00001682555,0.000007283259,0.0002770454,0.9937534,0.0003278341,0.0001240328,0.001913156,0.0001483746],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887018,0.000203676,0.005496926,0.002199628,0.0007144656,0.0002567,0.00004714343,0.00006161895,0.002318078],"genre_scores_gemma":[0.9937681,0.000005060136,0.00533822,0.0006391393,0.00006724985,9.834809e-11,0.00009261271,0.00001089315,0.0000787305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2640026,"threshold_uncertainty_score":0.6137034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01037346464425984,"score_gpt":0.2201325786446489,"score_spread":0.2097591140003891,"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."}}