{"id":"W2563071244","doi":"10.1109/imoc.1999.867116","title":"Characteristics of rain fading on Ka-band satellite-Earth links in a Pacific maritime climate","year":2003,"lang":"en","type":"article","venue":"","topic":"Precipitation Measurement and Analysis","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Communications Research Centre Canada","funders":"","keywords":"Fading; Attenuation; Rain rate; Ka band; Rain gauge; Environmental science; Communications satellite; Satellite; Meteorology; Remote sensing; Frequency scaling; Fade; Climatology; Telecommunications; Geology; Computer science; Geography; Precipitation; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007237241,0.00009160552,0.0001853853,0.0001733719,0.00004873912,0.00003741348,0.00006839909,0.0000691417,0.003189477],"category_scores_gemma":[0.00009503759,0.00007562,0.00005349189,0.000281765,0.00002753597,0.00009483317,0.000001488759,0.0001275823,0.000199392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002200651,"about_ca_system_score_gemma":0.00001688368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007429626,"about_ca_topic_score_gemma":0.0006410184,"domain_scores_codex":[0.999008,0.0001242225,0.0002857937,0.0001593901,0.0002088804,0.0002137376],"domain_scores_gemma":[0.9995953,0.0001319536,0.00007724639,0.0001057551,0.00003037003,0.00005938578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003024385,0.00002108537,0.9832121,0.00001859014,0.00001034111,0.000004419966,0.0001715389,0.0001166923,0.0002564377,0.0003944386,0.00002226225,0.01574191],"study_design_scores_gemma":[0.0003235614,0.00008437179,0.9917532,0.00004605599,0.0000147169,8.798817e-7,0.0002358571,0.001938286,0.002178453,0.0003296185,0.002939278,0.000155731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8276967,0.0001436539,0.0001012359,0.0001154559,0.0001034462,0.00009975484,0.00004576516,0.00002006115,0.171674],"genre_scores_gemma":[0.9983774,0.000307571,0.0005132072,0.00009799973,0.0000159404,4.055426e-7,0.00008694782,0.000002031742,0.0005984596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1710755,"threshold_uncertainty_score":0.9977217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02155658192679276,"score_gpt":0.2163088509537859,"score_spread":0.1947522690269931,"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."}}