{"id":"W4224211060","doi":"10.3389/frsen.2022.860284","title":"Mind the Gap - Part 3: Doppler Velocity Measurements From Space","year":2022,"lang":"en","type":"article","venue":"Frontiers in Remote Sensing","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Convective storm detection; Doppler radar; Doppler effect; Remote sensing; Meteorology; Radar; Convection; Geology; Environmental science; Aerospace engineering; Computer science; Physics; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006804444,0.0003686441,0.0004016839,0.0006432759,0.0003661436,0.001431092,0.0004718146,0.0008891319,0.003520291],"category_scores_gemma":[0.001056257,0.0001829823,0.0002607778,0.0008373472,0.0004214897,0.001559735,0.001080415,0.000750487,0.00191588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002597609,"about_ca_system_score_gemma":0.0005750034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001121809,"about_ca_topic_score_gemma":0.0009603863,"domain_scores_codex":[0.9996035,0.00006621937,0.00001487275,0.00008862136,0.0001819544,0.00004482507],"domain_scores_gemma":[0.9995824,0.0001014619,0.00004655001,0.0001389207,0.00009517671,0.0000354657],"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":[0.0006713101,0.0002258579,0.05434336,0.000843038,0.0001065825,0.0002864863,0.001443063,0.02358929,0.1240145,0.03101884,0.0231107,0.7403469],"study_design_scores_gemma":[0.0001643831,0.001434262,0.1470336,0.000892151,0.0001874123,0.001506843,0.002015746,0.1191105,0.2167741,0.05347942,0.4571917,0.0002098436],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5301841,0.01986474,0.328835,0.001996152,0.001504357,0.0003240072,0.006467322,0.004869673,0.1059546],"genre_scores_gemma":[0.9190631,0.003237035,0.06323022,0.0004338912,0.0002293016,0.0001139844,0.003353366,0.0003404066,0.009998632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003520291,"threshold_uncertainty_score":0.01177651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06469348743098825,"score_gpt":0.2353841999461916,"score_spread":0.1706907125152033,"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."}}