{"id":"W2008619006","doi":"10.1145/1080754.1080761","title":"Assignment of dynamic transmission range based on estimation of vehicle density","year":2005,"lang":"en","type":"article","venue":"","topic":"Vehicular Ad Hoc Networks (VANETs)","field":"Engineering","cited_by":139,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Vehicular ad hoc network; Computer science; Range (aeronautics); Wireless ad hoc network; Cell Transmission Model; Transmission (telecommunications); Vehicle dynamics; Topology (electrical circuits); Network topology; Power (physics); Computer network; Telecommunications; Engineering; Automotive engineering; Transport engineering; Traffic congestion; Wireless; Electrical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0001316708,0.0000907633,0.0001457812,0.0000533006,0.00001290371,0.000002943619,0.00006050691,0.00006207122,0.0001458454],"category_scores_gemma":[0.000004390809,0.00008340416,0.00005604829,0.00008860698,0.00001381177,0.00005310983,0.000004140314,0.0000726426,0.00001271017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008424741,"about_ca_system_score_gemma":0.00000881531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007684001,"about_ca_topic_score_gemma":0.00001415437,"domain_scores_codex":[0.9993662,0.0000203874,0.0002019703,0.00008846755,0.0002004775,0.0001224917],"domain_scores_gemma":[0.9996974,0.00004052931,0.0000276152,0.000170118,0.00001764486,0.00004668895],"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":[0.00001695193,0.00004669238,0.0000617151,0.00005338149,0.000008450202,6.381316e-7,0.00003099135,0.9123485,0.02134582,0.00002579993,0.0001198829,0.06594113],"study_design_scores_gemma":[0.0004544944,0.00004588918,0.004405153,0.00006136973,0.00001383234,4.825628e-7,0.000002948796,0.9336215,0.06119073,0.00001638733,0.0001122273,0.00007495474],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5418124,0.00005691052,0.4563921,0.00008786297,0.00002715394,0.0001331161,0.000001925548,0.00008872898,0.001399855],"genre_scores_gemma":[0.9842368,0.000008468889,0.01565101,0.00002721534,0.000009579996,0.000003281027,0.000009247,0.00001614659,0.00003824586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4424244,"threshold_uncertainty_score":0.3401123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004370098425422218,"score_gpt":0.2011080495825575,"score_spread":0.1967379511571353,"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."}}