{"id":"W2088732063","doi":"10.1109/vetecf.2010.5594255","title":"Beacon Transmitter Placement Effect on Aggregate Interference and Capacity-Outage Performance in a Cognitive Radio Network","year":2010,"lang":"en","type":"article","venue":"","topic":"Cognitive Radio Networks and Spectrum Sensing","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Transmitter; Interference (communication); Transmitter power output; Cognitive radio; Computer science; Electronic engineering; Telecommunications; Electrical engineering; Engineering; Wireless; Channel (broadcasting)","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":[0.0005627431,0.0002562042,0.0002837915,0.0001209781,0.0001337442,0.0001803222,0.0002306846,0.00008786701,0.00003179931],"category_scores_gemma":[0.00002381285,0.0002088688,0.00005026643,0.0002929064,0.0001117081,0.0003250387,0.00008246539,0.0006616956,0.00001656384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002980511,"about_ca_system_score_gemma":0.00001898993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002782155,"about_ca_topic_score_gemma":0.0003653838,"domain_scores_codex":[0.9984178,0.0001161486,0.0002293976,0.0005537403,0.0001782327,0.0005047148],"domain_scores_gemma":[0.9990727,0.0004828543,0.00006137001,0.0002296198,0.00003332062,0.0001201354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004934205,0.0001621177,0.04734883,0.00007329199,0.00008395847,0.0001665968,0.004010027,0.000373585,0.003401582,0.007541547,0.0001456159,0.9361994],"study_design_scores_gemma":[0.006920499,0.004718241,0.2012278,0.00197911,0.00005269982,0.0003362052,0.00008643117,0.7458376,0.03528583,0.00107326,0.0008565614,0.001625748],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9300935,0.00004723853,0.0628608,0.0002492183,0.0003986852,0.0003650112,0.000001056794,0.00007889776,0.005905601],"genre_scores_gemma":[0.9974073,0.00003967315,0.001611588,0.000648428,0.0001587932,0.00001660568,0.000001668066,0.00001152703,0.0001043759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9345737,"threshold_uncertainty_score":0.8517424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01131347965641643,"score_gpt":0.2240271643226191,"score_spread":0.2127136846662026,"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."}}