{"id":"W2105455905","doi":"10.1029/2005rs003268","title":"Introduction to special section on Mitigation of Radio Frequency Interference in Radio Astronomy","year":2005,"lang":"en","type":"article","venue":"Radio Science","topic":"Radio Astronomy Observations and Technology","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Radio astronomy; Section (typography); Special section; Electromagnetic interference; Interference (communication); Radio telescope; Physics; High frequency; Radio frequency; Astronomy; Radio Science; Telecommunications; Astrophysics; Computer science; Ionosphere; Engineering physics; Channel (broadcasting)","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":[0.0004215046,0.0001682112,0.0002281932,0.0006236081,0.0001470263,0.0000525811,0.0004388603,0.00004532191,0.0004137526],"category_scores_gemma":[0.00002936735,0.0001781066,0.00005763205,0.001374514,0.0003022265,0.0007143407,0.00004041845,0.0002451171,0.00005859955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003883981,"about_ca_system_score_gemma":0.000200152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001401038,"about_ca_topic_score_gemma":0.00004180463,"domain_scores_codex":[0.9984138,0.00003315191,0.0004110977,0.0005444274,0.0002183023,0.0003792411],"domain_scores_gemma":[0.9991966,0.00002587845,0.0001625257,0.0004147539,0.00009975587,0.0001004415],"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":[0.00006080522,0.0004825118,0.1641344,0.000008372343,0.00002653405,6.800997e-7,0.001182597,0.01626623,0.07190927,0.2068102,0.004025848,0.5350925],"study_design_scores_gemma":[0.002801991,0.001527237,0.5403414,0.000184459,0.0000405732,0.00001753821,0.00166524,0.006580837,0.3471491,0.00541589,0.09299251,0.001283204],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9398592,0.000008654125,0.05228201,0.002076599,0.001006572,0.0003227548,0.000009290877,0.00003480136,0.004400176],"genre_scores_gemma":[0.9725789,7.717737e-7,0.0208916,0.00001745648,0.006297305,0.00004748072,0.00001050966,0.000009604158,0.0001463543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5338094,"threshold_uncertainty_score":0.7262976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007307924908536053,"score_gpt":0.2280395422919249,"score_spread":0.2207316173833888,"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."}}