{"id":"W6986853583","doi":"","title":"Reliable Broadcast of Safety Messages in Vehicular Ad hoc Networks","year":2008,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Video Coding and Compression Technologies","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"AUTO21 Network of Centres of Excellence","keywords":"Protocol (science); Atomic broadcast; Vehicular ad hoc network; Coding (social sciences); Broadcast radiation; Wireless ad hoc network; Linear network coding; Broadcast communication network; Vehicular communication systems","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001756064,0.0002515895,0.0004598177,0.0002753492,0.00009497593,0.00003934756,0.001315457,0.0004445463,0.00001401375],"category_scores_gemma":[0.00006555594,0.0002348825,0.0001096956,0.0006729285,0.00004086398,0.0001291335,0.0001951904,0.0005523903,0.00001137891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004944087,"about_ca_system_score_gemma":0.0001068039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007629195,"about_ca_topic_score_gemma":0.0000504891,"domain_scores_codex":[0.9984621,0.00005052088,0.0003610021,0.0004796372,0.0003345551,0.0003121577],"domain_scores_gemma":[0.9985687,0.00006212488,0.0003107364,0.0009170768,0.000100643,0.00004077218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003592377,0.0004494582,0.0008221981,0.0006518411,0.000144851,0.0004232897,0.01669252,0.04121834,0.003868193,0.009536408,0.06522309,0.8606105],"study_design_scores_gemma":[0.005768943,0.001240228,0.0411537,0.01504445,0.0001528788,0.0001488187,0.01932534,0.2502917,0.1692522,0.008685531,0.4828171,0.006119022],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5554224,0.2850982,0.08694553,0.003230828,0.005157904,0.001568976,0.000007365541,0.003454137,0.05911465],"genre_scores_gemma":[0.8256817,0.07512911,0.02358082,0.00009612325,0.00008512226,0.0001188789,0.0001359556,0.00009050179,0.07508178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8544915,"threshold_uncertainty_score":0.9578232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01527709074589521,"score_gpt":0.2852251566346458,"score_spread":0.2699480658887505,"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."}}