{"id":"W3216340805","doi":"10.23885/2500-123x-2021-2-6-74-80","title":"MODERN SPACE RADAR SYSTEMS OF EARTH MONITORING","year":2021,"lang":"en","type":"article","venue":"ECOLOGY ECONOMY INFORMATICS GEOINFORMATION TECHNOLOGIES AND SPACE MONITORING","topic":"Planetary Science and Exploration","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Constellation; Spacecraft; Remote sensing; Radar; Aerospace; Synthetic aperture radar; Satellite; Aeronautics; Computer science; Geography; Aerospace engineering; Telecommunications; Engineering; Astronomy; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002333597,0.000180945,0.0003170091,0.0002035737,0.0002377412,0.0001583382,0.0001858948,0.0001325795,0.000008895466],"category_scores_gemma":[0.0000262996,0.0001828503,0.00004919609,0.0002151843,0.00009737213,0.002135603,0.0001663229,0.0002191876,0.00004970245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002449447,"about_ca_system_score_gemma":0.00008654157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002695489,"about_ca_topic_score_gemma":0.00000276541,"domain_scores_codex":[0.9988,0.00001312692,0.0006376688,0.0001136539,0.0001074546,0.0003280535],"domain_scores_gemma":[0.9989684,0.00007798607,0.0004667191,0.0002991133,0.0001383152,0.00004945396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001485643,0.00005367208,0.8808348,0.0003764536,0.0001872562,0.000003150141,0.006060307,0.02725523,0.0008015276,0.03802342,0.0001977415,0.04619155],"study_design_scores_gemma":[0.00238986,0.0003953165,0.04585971,0.0004036682,0.0001156645,0.00007645182,0.4917164,0.2315802,0.1911887,0.01224911,0.02247462,0.001550213],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783814,0.0002691634,0.0120312,0.000289402,0.0007249122,0.0002426673,0.00002047841,0.0001944627,0.007846327],"genre_scores_gemma":[0.9931136,0.0001752363,0.006367729,0.000004243817,0.00008221632,0.00003025274,0.00006391334,0.000005888538,0.0001569717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8349751,"threshold_uncertainty_score":0.7456418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01115328139280352,"score_gpt":0.2054795799641367,"score_spread":0.1943262985713332,"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."}}