{"id":"W2910778950","doi":"10.1109/apusncursinrsm.2018.8608440","title":"Comparative study of three Deterministic Radio Propagation Models in a Complex media","year":2018,"lang":"en","type":"article","venue":"","topic":"Millimeter-Wave Propagation and Modeling","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Radio propagation; Transmitter; Radio propagation model; Heuristic; Computer science; Diffraction; Radio signal; Uniform theory of diffraction; Radio frequency; Electronic engineering; Ray tracing (physics); Radio wave; SIGNAL (programming language); Acoustics; Optics; Telecommunications; Engineering; Physics; Artificial intelligence","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":[0.0001297146,0.0001066561,0.0002262407,0.0001372744,0.00002470353,0.00001106523,0.00008940629,0.00002980188,0.00008513778],"category_scores_gemma":[0.000009453689,0.00009598126,0.00001763422,0.0001563956,0.00003678953,0.0001068798,0.00002020011,0.0000662227,0.00001715774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003250077,"about_ca_system_score_gemma":0.00001056346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004425428,"about_ca_topic_score_gemma":0.002005148,"domain_scores_codex":[0.9992313,0.00002880996,0.0003342964,0.0001306193,0.0001476929,0.0001272361],"domain_scores_gemma":[0.9996549,0.00003904095,0.00003403024,0.0001501232,0.00008452099,0.00003738306],"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":[0.0001686015,0.001118212,0.002653539,0.0002274773,0.0002079009,0.00001251833,0.1066682,0.7216944,0.1503395,0.001518258,0.0004858905,0.01490548],"study_design_scores_gemma":[0.0006277105,0.0001706899,0.002309138,0.00001354781,0.000009753916,0.000001231066,0.0009203667,0.9864574,0.00836481,0.001013261,0.000002867717,0.0001092039],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6084027,0.000009656365,0.3879139,0.000002411173,0.00004548548,0.0002986696,0.000001682752,0.00005743026,0.003268005],"genre_scores_gemma":[0.9965855,0.000001790542,0.003312941,0.00000842671,0.00003726135,0.00002697908,0.000007195773,0.00001263764,0.000007244378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3881828,"threshold_uncertainty_score":0.3914002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1285276083801282,"score_gpt":0.2929609779563296,"score_spread":0.1644333695762015,"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."}}