{"id":"W4240665566","doi":"10.1109/tap.2020.3039030","title":"2020 IEEE Electromagnetics Award","year":2020,"lang":"en","type":"article","venue":"IEEE Transactions on Antennas and Propagation","topic":"Precipitation Measurement and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Electromagnetics; Computer science; Computational electromagnetics; Electrical engineering; Physics; Engineering; Electromagnetic field; Engineering physics","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":[0.005265852,0.001338161,0.0009959514,0.002465297,0.001814517,0.005883316,0.001269147,0.004070031,0.2082508],"category_scores_gemma":[0.00774469,0.0003773731,0.0007548335,0.001273914,0.0008037967,0.002772785,0.003047392,0.003758673,0.2575353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002057357,"about_ca_system_score_gemma":0.005367648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00166098,"about_ca_topic_score_gemma":0.003510197,"domain_scores_codex":[0.9969459,0.000327555,0.0001131688,0.0002621592,0.001781551,0.0005696724],"domain_scores_gemma":[0.9902987,0.0003297034,0.0001972312,0.0003269904,0.005250746,0.003596481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002663314,0.00003255123,0.0001322082,0.00003582978,0.000004359935,0.0000543429,0.000009021925,0.00008636522,0.0001602253,0.005593887,0.9514729,0.04239149],"study_design_scores_gemma":[0.00000591533,0.00002165468,0.0002367756,0.00003080134,0.000002565762,0.00005049529,0.00001501985,0.0001445659,0.00008738611,0.001662486,0.9977373,0.000005088393],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001533239,0.007386689,0.006149252,0.08768994,0.1688939,0.0001872806,0.002113682,0.001204239,0.7248418],"genre_scores_gemma":[0.007346922,0.005494708,0.0022685,0.01031672,0.01797139,0.0001237254,0.002546597,0.0004107165,0.9535206],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2082508,"threshold_uncertainty_score":0.6966684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02282496003844812,"score_gpt":0.2135113317038627,"score_spread":0.1906863716654146,"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."}}