{"id":"W1978287100","doi":"10.1145/2507924.2507962","title":"Traffic aware video dissemination over vehicular ad hoc networks","year":2013,"lang":"en","type":"preprint","venue":"","topic":"Vehicular Ad Hoc Networks (VANETs)","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Canada Research Chairs","keywords":"Computer science; Computer network; Overhead (engineering); Broadcast radiation; Wireless ad hoc network; Vehicular ad hoc network; Synchronization (alternating current); Channel (broadcasting); Process (computing); Focus (optics); Protocol (science); Broadcasting (networking); Dissemination; Atomic broadcast; Distributed computing; Telecommunications; Wireless","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002943125,0.000319583,0.000319954,0.0005805201,0.0002988107,0.0005430125,0.0003796134,0.0003536759,0.0003371013],"category_scores_gemma":[0.001280143,0.0001231031,0.0001336658,0.0005827542,0.0002012636,0.0007032751,0.0005062865,0.0002065697,0.0001154884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003003382,"about_ca_system_score_gemma":0.0003528768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001183313,"about_ca_topic_score_gemma":0.001147847,"domain_scores_codex":[0.9997575,0.00007315985,0.00001191362,0.00003018578,0.00009329255,0.00003394438],"domain_scores_gemma":[0.999638,0.0001552086,0.00005191218,0.00002814085,0.0001021357,0.00002457957],"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":[0.0004349423,0.00009301258,0.001899234,0.0003868418,0.00007050878,0.0007723456,0.0002814674,0.5104536,0.1529595,0.02883062,0.003239084,0.3005789],"study_design_scores_gemma":[0.00003400954,0.0001653222,0.0009407579,0.00002155495,0.00004411659,0.0003350817,0.0001419383,0.9497477,0.0266173,0.01154776,0.0103762,0.00002823979],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1916395,0.002830619,0.7951871,0.0002641425,0.0001349895,0.00008499536,0.00007838956,0.0009027752,0.008877519],"genre_scores_gemma":[0.9691667,0.001177156,0.02680633,0.00003544751,0.00005171777,0.00002461159,0.00009502807,0.00002612031,0.002616783],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001183313,"threshold_uncertainty_score":0.002352893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005869736480000681,"score_gpt":0.2172513556292626,"score_spread":0.211381619149262,"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."}}