{"id":"W2293526685","doi":"10.1007/978-1-4939-0413-6","title":"Security-aware Cooperation in Cognitive Radio Networks","year":2014,"lang":"en","type":"book","venue":"SpringerBriefs in computer science","topic":"Cognitive Radio Networks and Spectrum Sensing","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Cognitive radio; Cognition; Computer science; Psychology; Telecommunications; Neuroscience","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":[0.0003739386,0.0006292963,0.0005060302,0.0002794983,0.0002634485,0.0008830396,0.000774064,0.0006731042,0.001963681],"category_scores_gemma":[0.0008522523,0.0002433667,0.0002753741,0.0005173521,0.0006438583,0.000740524,0.0008351456,0.001077498,0.0005440348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003718077,"about_ca_system_score_gemma":0.0003745829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003683868,"about_ca_topic_score_gemma":0.0003526772,"domain_scores_codex":[0.9997148,0.00007114442,0.000007643918,0.00004135709,0.0001264195,0.00003863627],"domain_scores_gemma":[0.9996253,0.0002458989,0.00002248624,0.00003092338,0.0000547151,0.00002061765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001534122,0.0001135574,0.0002125319,0.0004493902,0.00007632776,0.0003503271,0.0002462169,0.290904,0.01854311,0.2950959,0.0232875,0.3705678],"study_design_scores_gemma":[0.00002873375,0.000155752,0.000395277,0.0001101311,0.00003993782,0.0005487736,0.00009197239,0.6041012,0.003652291,0.3406994,0.05013836,0.00003816425],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03576421,0.04627746,0.7549309,0.002182795,0.002045019,0.00005743933,0.00005100391,0.0004150191,0.1582762],"genre_scores_gemma":[0.8495498,0.02767871,0.05464297,0.000376817,0.001599662,0.0001167258,0.00008641172,0.00008222653,0.06586662],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001963681,"threshold_uncertainty_score":0.006569147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01101307308020883,"score_gpt":0.2384878116312125,"score_spread":0.2274747385510037,"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."}}