{"id":"W6910759470","doi":"10.48620/84769","title":"Antenna Design for the Arctic Weather Satellite Microwave Sounder","year":2023,"lang":"en","type":"article","venue":"Open Access CRIS of the University of Bern","topic":"Soil Moisture and Remote Sensing","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Apollo Microwaves (Canada)","funders":"","keywords":"Radiometer; Microwave; Antenna (radio); Satellite; Calibration; Arctic; Microwave radiometer; Parabolic antenna; Focus (optics)","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":[0.0002754707,0.00006737564,0.0001113265,0.00001801821,0.0002854112,0.00005137386,0.001724971,0.00003514613,0.00008191034],"category_scores_gemma":[0.00002379189,0.00004283839,0.00009815664,0.0002421067,0.0003206213,0.0002703606,0.00145839,0.0000567813,0.00004943245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004145447,"about_ca_system_score_gemma":0.00001093746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006127049,"about_ca_topic_score_gemma":0.002196562,"domain_scores_codex":[0.9994542,0.00005406808,0.00007293809,0.0001472586,0.000137842,0.0001337053],"domain_scores_gemma":[0.9993419,0.00019475,0.0001106535,0.000313751,0.00001733521,0.00002163176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001385675,0.0003871495,0.29165,0.0002247222,0.0009040902,0.00003255051,0.02797474,0.01511192,0.191592,0.0003835568,0.1076657,0.3626878],"study_design_scores_gemma":[0.000906521,0.00004686119,0.9392736,0.0001105526,0.0002429791,0.00000569353,0.006098905,0.004345126,0.015885,0.006337236,0.0265073,0.0002402147],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8362586,0.0003000086,0.04352348,0.01922688,0.0008284525,0.003392967,0.0000171899,0.0000609552,0.09639141],"genre_scores_gemma":[0.9905908,0.0001077014,0.001201201,0.0001342193,0.000009069223,6.348208e-8,9.399059e-7,0.000007902635,0.007948108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6476236,"threshold_uncertainty_score":0.9262307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05903323806239365,"score_gpt":0.2846996109062263,"score_spread":0.2256663728438326,"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."}}