{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002824434,0.0008090247,0.000701307,0.0001902799,0.00008343324,0.0003107728,0.000627576,0.001281479,0.001324987],"category_scores_gemma":[0.00002353409,0.0008133696,0.0003980997,0.0002450697,0.00005062002,0.000221194,0.0004204356,0.001753886,0.0003184878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000385839,"about_ca_system_score_gemma":0.00003794909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001097707,"about_ca_topic_score_gemma":0.00009049263,"domain_scores_codex":[0.9971342,0.00007642041,0.0006399772,0.0007810481,0.0005114847,0.0008568847],"domain_scores_gemma":[0.9981354,0.0001274427,0.0001223017,0.001191319,0.0001245653,0.0002989055],"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":[0.000003366672,0.00002357937,0.00002056871,0.0001991158,0.000184047,0.00002842077,0.00008405155,0.8936889,0.00004640508,0.00003139432,0.07381566,0.03187451],"study_design_scores_gemma":[0.0002077276,0.00001748946,0.001102966,0.0004812231,0.0001097056,0.00001219876,0.0000233157,0.9784361,0.00005044161,0.00008553459,0.01855021,0.0009231466],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8564814,0.03191596,0.09612575,0.0002022122,0.004901874,0.002265671,0.0000414789,0.004327373,0.003738226],"genre_scores_gemma":[0.990912,0.003758332,0.001126234,0.00008520619,0.0008650293,0.0003521468,0.0009333243,0.0002947053,0.001673021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1344305,"threshold_uncertainty_score":0.999588,"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."}}