{"id":"W302612597","doi":"","title":"Statistical and Prediction modeling of the Ka Band Using Experimental Results from ACTS Propagation Terminals at 20.185 and 27.505 GHZ","year":2004,"lang":"en","type":"article","venue":"","topic":"Precipitation Measurement and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ka band; Radio spectrum; Attenuation; Communications satellite; Telecommunications; Frequency band; Wireless; Extremely high frequency; Computer science; Bandwidth (computing); Radio propagation; Radio frequency; Satellite; Remote sensing; Electronic engineering; Physics; Engineering; Geography; Optics","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":[0.0001867039,0.00006475032,0.00008859022,0.0000307468,0.0001438146,0.00003719861,0.00003591532,0.00002977862,0.0001229702],"category_scores_gemma":[0.00004571422,0.00004229987,0.0000152551,0.00006151703,0.00005550886,0.0002046151,0.000008708514,0.00003425573,0.000001762885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007892173,"about_ca_system_score_gemma":0.00002056886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001369609,"about_ca_topic_score_gemma":0.0008713734,"domain_scores_codex":[0.9992958,0.0000447753,0.0001987294,0.0001618313,0.0002166052,0.00008222758],"domain_scores_gemma":[0.9997452,0.0000463646,0.00006573715,0.00006654803,0.00002606242,0.00005006729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006815055,0.00008768289,0.3798913,0.00003948717,0.0001223716,0.000005108845,0.004991398,0.4298896,0.1801401,0.00008528314,0.0001337406,0.003932452],"study_design_scores_gemma":[0.0009402923,0.00006750494,0.08314773,0.00005363161,0.00006486578,0.00000403835,0.000459721,0.8821115,0.0323315,0.0007171136,0.000008207068,0.00009387381],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956964,0.0001961758,0.002992669,0.0000930603,0.00005675177,0.00009837006,0.0002428672,0.000008076752,0.0006156479],"genre_scores_gemma":[0.9973391,0.0000166741,0.002402785,0.00002092223,0.00003142056,2.408098e-7,0.0001496379,0.000001277563,0.00003796182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4522219,"threshold_uncertainty_score":0.2070448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04539352364517563,"score_gpt":0.246400617467242,"score_spread":0.2010070938220663,"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."}}