{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006661679,0.0007429544,0.0005545885,0.0006948076,0.0003322817,0.0009826041,0.0006365369,0.0009181122,0.0007027693],"category_scores_gemma":[0.00336403,0.0003845842,0.000670764,0.0005215632,0.0004983663,0.0005443383,0.0003079896,0.0003695114,0.0001678402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008478492,"about_ca_system_score_gemma":0.0007101711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006353941,"about_ca_topic_score_gemma":0.004198448,"domain_scores_codex":[0.9995197,0.0001629356,0.0000228814,0.0000540274,0.0001663425,0.000074071],"domain_scores_gemma":[0.9968527,0.00233329,0.0003162597,0.0002045685,0.0002421554,0.00005100872],"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":[0.00007717712,0.00003247151,0.001364763,0.00006072659,0.00002211598,0.00005900756,0.00007312594,0.9879364,0.002766627,0.002769185,0.00007817269,0.004760116],"study_design_scores_gemma":[0.000005873585,0.00004187093,0.0003650179,0.000005028061,0.00001486932,0.00002207598,0.00001639869,0.9979361,0.001183149,0.0002581627,0.0001429161,0.000008513762],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6076615,0.0007546477,0.3777224,0.0002918164,0.0000510804,0.00007940483,0.0003088251,0.0006659674,0.01246437],"genre_scores_gemma":[0.9862509,0.00038765,0.01223898,0.00001762173,0.000009795031,0.00005512404,0.00007707306,0.00002539824,0.0009375513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006353941,"threshold_uncertainty_score":0.01263392,"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."}}