{"id":"W4405909216","doi":"10.1109/wf-iot62078.2024.10811306","title":"Cascaded Shadowed UAV-to-Ground Channels","year":2024,"lang":"en","type":"article","venue":"","topic":"UAV Applications and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003180354,0.00005944643,0.00004559962,0.00007021036,0.00002126296,0.00008827698,0.00005192678,0.00003438956,0.0003958297],"category_scores_gemma":[0.000001946153,0.00005426252,0.00001885604,0.0002841831,0.000003443868,0.00007444721,0.00001003721,0.00004394812,0.000826236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003085878,"about_ca_system_score_gemma":0.000004311211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001836876,"about_ca_topic_score_gemma":0.000008398397,"domain_scores_codex":[0.999677,0.000001685861,0.00007622658,0.00009706745,0.00004767445,0.0001003291],"domain_scores_gemma":[0.9998259,0.00001158015,0.000001603073,0.000103761,0.00001083068,0.00004635872],"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":[0.000002847271,0.0000252188,0.00001678692,0.0001406729,0.00009368078,0.00001050169,0.001507427,0.7286832,0.01489075,0.07055169,0.1212646,0.06281258],"study_design_scores_gemma":[0.0000412882,0.000007755471,0.0001205414,0.00001354059,0.000007071585,0.000004096614,0.00003106437,0.8979923,0.00344097,0.0003247097,0.09788988,0.0001267639],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02545959,0.0003965125,0.9118635,0.0006440699,0.0006281238,0.0002614736,0.000006263367,0.001718114,0.05902233],"genre_scores_gemma":[0.9902544,0.00002970319,0.005089021,0.0000916684,0.0001394298,0.00006224241,0.00001294846,0.00002552943,0.004295033],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9647948,"threshold_uncertainty_score":0.9999517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008590635330222657,"score_gpt":0.2190534802695534,"score_spread":0.2104628449393308,"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."}}