{"id":"W1926552205","doi":"","title":"QoS multilayered multicast routing protocol for video transmission in heterogeneous wireless ad hoc networks","year":2008,"lang":"en","type":"article","venue":"","topic":"Mobile Ad Hoc Networks","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; École de Technologie Supérieure; Université du Québec à Montréal","funders":"","keywords":"Computer science; Computer network; Multicast; Protocol Independent Multicast; Distance Vector Multicast Routing Protocol; Xcast; Source-specific multicast; Distributed computing; Wireless ad hoc network; Pragmatic General Multicast; Wireless; Telecommunications","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003589449,0.0003301234,0.0003826676,0.00009982051,0.000258792,0.00009736489,0.000987922,0.0001899413,0.00003127644],"category_scores_gemma":[0.00002223382,0.0002878986,0.0001673368,0.0004394767,0.00006089624,0.0003944685,0.0001942069,0.0002896245,0.00001154067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009831906,"about_ca_system_score_gemma":0.00008470581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002498441,"about_ca_topic_score_gemma":0.00008563908,"domain_scores_codex":[0.9972072,0.0001234274,0.0006700038,0.0008521647,0.0003028808,0.000844278],"domain_scores_gemma":[0.9984701,0.0003198184,0.0001560609,0.0007205553,0.00009891669,0.0002344993],"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":[0.0004249997,0.0006679494,0.001314524,0.0001006064,0.00003191009,0.000316821,0.001586951,0.2442604,0.0009915117,0.0004775032,0.001357279,0.7484695],"study_design_scores_gemma":[0.003223195,0.0002024693,0.0003400606,0.0001334496,0.000002539904,0.00009706883,0.000008393496,0.9839092,0.002228138,0.00002779108,0.009464821,0.0003628786],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004907563,0.00003745293,0.8949715,0.000100347,0.0001470206,0.09938423,7.198632e-7,0.0003132367,0.0001378948],"genre_scores_gemma":[0.6042089,0.00001055367,0.1439372,0.0004448613,0.000206871,0.2509306,0.000002057891,0.00005325341,0.0002058048],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7510344,"threshold_uncertainty_score":0.9999573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03304268117457639,"score_gpt":0.2882879050405799,"score_spread":0.2552452238660036,"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."}}