{"id":"W2126761450","doi":"10.1109/vtcf.2006.431","title":"On Link Reliability in Wireless Mobile Ad Hoc Networks","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Mobile Ad Hoc Networks","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Computer network; Mobile ad hoc network; Reliability (semiconductor); Wireless ad hoc network; Network packet; Packet forwarding; Optimized Link State Routing Protocol; Geocast; Vehicular ad hoc network; Wireless; Distributed computing; Routing protocol; 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":[0.0005117477,0.0003793876,0.0004948642,0.0004109275,0.0001262778,0.000110841,0.002254179,0.000882162,0.00002068549],"category_scores_gemma":[0.00004168267,0.0003742046,0.0001010388,0.001723133,0.0004037399,0.0002569082,0.0003473048,0.001261189,0.0001094244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001685708,"about_ca_system_score_gemma":0.0001363734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000317713,"about_ca_topic_score_gemma":0.0002224756,"domain_scores_codex":[0.9968724,0.0001527097,0.000583248,0.00121469,0.0003363245,0.0008406172],"domain_scores_gemma":[0.9971607,0.000203771,0.0001963358,0.002159828,0.0001988138,0.00008052499],"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":[0.0000418019,0.0006218575,0.006431191,0.0000319886,0.00002404142,0.0005889088,0.00007609099,0.156364,0.003128815,0.3066302,0.001489048,0.524572],"study_design_scores_gemma":[0.001139765,0.0006012002,0.002788505,0.000221309,0.00001035506,0.00005081713,0.00001773645,0.8873916,0.008214594,0.08989447,0.008815097,0.000854525],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6270368,0.00115328,0.3676323,0.001400308,0.0005635862,0.0006612515,0.000001628151,0.0009545776,0.0005962806],"genre_scores_gemma":[0.9944358,0.0003010246,0.004366644,0.000214601,0.000080622,0.0004523312,0.000005886725,0.00002456716,0.0001185632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7310276,"threshold_uncertainty_score":0.999871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006428539356868657,"score_gpt":0.2158778843784581,"score_spread":0.2094493450215895,"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."}}