{"id":"W6901517136","doi":"10.60692/esdv6-gvh41","title":"A Cognitive Radio Enabled RF/FSO Communication Model for Aerial Relay Networks: Possible Configurations and Opportunities","year":2020,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Optical Wireless Communication Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Relay; Cognitive radio; Low altitude; Key (lock); Remote radio head; Communications system; Radio-frequency engineering","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":[0.0001704171,0.0001743988,0.0002447455,0.0001148926,0.0002269722,0.000244655,0.0002507208,0.0001674553,0.000005174106],"category_scores_gemma":[0.00006969281,0.0001719073,0.00004547831,0.0001298399,0.00008823608,0.0008684366,0.00008559188,0.0001601269,0.00002623382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005930268,"about_ca_system_score_gemma":0.00002715791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001038134,"about_ca_topic_score_gemma":2.009555e-7,"domain_scores_codex":[0.9990127,0.00003519838,0.0005513941,0.00009427864,0.0001119005,0.0001944926],"domain_scores_gemma":[0.9991373,0.00005774389,0.0001418127,0.000346433,0.0002195597,0.00009709629],"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":[0.0004718739,0.00001018369,0.00129177,0.002278102,0.0005398317,0.000001611681,0.2474156,0.6607862,0.00004743644,0.07336044,0.002448532,0.01134848],"study_design_scores_gemma":[0.0009265208,0.0000296176,0.0001425696,0.0001143615,0.00003029579,0.000004713947,0.0157925,0.9822735,0.0002840944,0.000009888617,0.0002013969,0.000190513],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08435246,0.0001231189,0.9081643,0.0006746513,0.0000866406,0.001000963,0.0002608512,0.001793186,0.003543854],"genre_scores_gemma":[0.996339,0.00003507455,0.002805541,0.000154853,0.00002786699,0.0004214415,0.0001659234,0.00002087191,0.00002939649],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9119866,"threshold_uncertainty_score":0.7010176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0780380548442187,"score_gpt":0.2250041316997252,"score_spread":0.1469660768555066,"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."}}