{"id":"W1963974930","doi":"10.1109/lcn.2014.6925814","title":"Modelling vegetation effects on RF propagation","year":2014,"lang":"en","type":"article","venue":"","topic":"Millimeter-Wave Propagation and Modeling","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Vegetation (pathology); Path loss; Remote sensing; SIGNAL (programming language); Radio propagation; Traverse; Path (computing); Environmental science; Computer science; Geology; Geodesy; Telecommunications","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":[0.0001350155,0.0000905718,0.00007499001,0.00007639554,0.00003971061,0.00002602913,0.00003763093,0.00004293141,0.00001065557],"category_scores_gemma":[0.00001512455,0.00008197921,0.00002633288,0.00006078034,0.000003400156,0.00009112585,0.000004180223,0.00007370336,0.0001863507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002651148,"about_ca_system_score_gemma":0.000002525612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002651061,"about_ca_topic_score_gemma":0.000001190144,"domain_scores_codex":[0.9995123,0.00001809548,0.0001264858,0.0001111137,0.0001158191,0.0001161669],"domain_scores_gemma":[0.9997602,0.00004670821,0.00001412481,0.0001094982,0.00002899153,0.00004046976],"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":[0.000001710138,0.000003815317,0.000003128884,0.00008089982,0.000004441531,1.151717e-7,0.00006201439,0.9392042,0.03432677,0.0009185763,0.0000345765,0.02535976],"study_design_scores_gemma":[0.0001244083,0.00002648121,0.000005863107,0.00003093386,0.000003942738,3.148437e-7,0.000001904167,0.715754,0.2830354,0.0008068263,0.0001326898,0.00007723965],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1853059,0.00001959952,0.794248,0.00002268644,0.0001734768,0.0001236979,7.586378e-8,0.0003220837,0.0197845],"genre_scores_gemma":[0.9920241,0.000009956231,0.007571462,0.0001313339,0.0001132824,0.00001942342,0.000007737862,0.00002292987,0.00009983942],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8067181,"threshold_uncertainty_score":0.3343015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01430485145851789,"score_gpt":0.2022260748949789,"score_spread":0.187921223436461,"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."}}