{"id":"W2109674816","doi":"","title":"QoS based Route Management in Cognitive Radio Networks","year":2012,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Cognitive Radio Networks and Spectrum Sensing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mitacs","keywords":"Cognitive radio; Computer network; Computer science; Quality of service; Robustness (evolution); Wireless network; Wireless ad hoc network; Routing protocol; Wireless; Telecommunications; Routing (electronic design automation)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006364732,0.0004644488,0.000368027,0.0006219406,0.0004829966,0.001592427,0.001372431,0.000608968,0.001279532],"category_scores_gemma":[0.001795243,0.0002315235,0.0003866863,0.0007150897,0.0004404883,0.001574137,0.0006555507,0.0006045045,0.0004927609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001041748,"about_ca_system_score_gemma":0.001066401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003199305,"about_ca_topic_score_gemma":0.002634064,"domain_scores_codex":[0.9994934,0.0001209546,0.00003089112,0.0001118896,0.0001662953,0.00007659186],"domain_scores_gemma":[0.9994085,0.0001917334,0.00009622138,0.00008837597,0.0001766502,0.00003849676],"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":[0.0001246211,0.0001304544,0.001003034,0.0002147579,0.00004733793,0.0002033025,0.0002525503,0.5010599,0.01438665,0.178587,0.006043376,0.297947],"study_design_scores_gemma":[0.00001098725,0.00005464295,0.0002051922,0.00002628562,0.00001545245,0.00009426189,0.00006625742,0.9580934,0.003167451,0.02599588,0.01224562,0.00002456465],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.0219977,0.002178012,0.9623067,0.0004921907,0.0002717658,0.0001009322,0.0001078752,0.0007463002,0.01179853],"genre_scores_gemma":[0.6632917,0.004191628,0.3204653,0.0002787655,0.0002744576,0.0002234303,0.0003712651,0.0001196787,0.01078389],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.003199305,"threshold_uncertainty_score":0.007558525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02661241895197473,"score_gpt":0.2765320085622079,"score_spread":0.2499195896102332,"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."}}