{"id":"W1893009149","doi":"","title":"Analysis of fade dynamics and cloud absorption using beacon data and atmospheric profiles","year":2009,"lang":"en","type":"article","venue":"European Conference on Antennas and Propagation","topic":"Precipitation Measurement and Analysis","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Communications Research Centre Canada","funders":"","keywords":"Fade; Attenuation; Radiometer; Environmental science; Fading; Satellite; Liquid water path; Remote sensing; Brightness; Meteorology; Statistics; Physics; Optics; Aerosol; Geology; Mathematics; Acoustics","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":[0.0008040372,0.0003814644,0.0002630471,0.001322089,0.0001865081,0.0003629631,0.0002829841,0.000291929,0.0003207808],"category_scores_gemma":[0.003714011,0.0001597715,0.0002335441,0.001128421,0.0001817436,0.0004597665,0.0001897042,0.0002727885,0.0001333914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000505571,"about_ca_system_score_gemma":0.0002564457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01456157,"about_ca_topic_score_gemma":0.01228062,"domain_scores_codex":[0.999727,0.00004899234,0.00001312695,0.00005034445,0.0001032061,0.000057322],"domain_scores_gemma":[0.9977643,0.001124206,0.0003275273,0.0001960999,0.0004847229,0.0001030997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001254869,0.0001517088,0.5682619,0.0002418364,0.0001841242,0.0007343145,0.0006672337,0.283455,0.05455872,0.0007744639,0.0007195243,0.08899619],"study_design_scores_gemma":[0.00002864276,0.0003638915,0.4097752,0.00002316031,0.00009031424,0.0003990099,0.0001892897,0.5709102,0.01726329,0.0001948843,0.000712541,0.0000495395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910755,0.00007049908,0.007663171,0.00001836628,0.000003488998,0.00001008971,0.000310478,0.0003082085,0.0005401142],"genre_scores_gemma":[0.9984248,0.00003458059,0.001200383,0.000002165508,0.000001988081,0.00000285186,0.0002375125,0.00001570066,0.0000799257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01456157,"threshold_uncertainty_score":0.02895361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05772718716040887,"score_gpt":0.2568798109185436,"score_spread":0.1991526237581347,"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."}}