{"id":"W4385269653","doi":"10.1109/wimob58348.2023.10187830","title":"A Review of AI-based MANET Routing Protocols","year":2023,"lang":"en","type":"review","venue":"","topic":"Mobile Ad Hoc Networks","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Computer science; Link-state routing protocol; Routing protocol; Distributed computing; Scalability; Computer network; Optimized Link State Routing Protocol; Mobile ad hoc network; Dynamic Source Routing; Static routing; Wireless Routing Protocol; Adaptive quality of service multi-hop routing; Policy-based routing; Routing (electronic design automation)","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":[0.001442143,0.0004134231,0.002327999,0.0001348488,0.00003721593,0.00008109007,0.002633471,0.0002081656,0.0001167772],"category_scores_gemma":[0.0001283631,0.0003019673,0.0006511328,0.001647945,0.00003065223,0.0001187387,0.0006307532,0.0004969451,0.0004797223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007008766,"about_ca_system_score_gemma":0.0008237723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001152355,"about_ca_topic_score_gemma":0.000002708835,"domain_scores_codex":[0.9967346,0.0003680164,0.001366627,0.0006998526,0.0004244522,0.0004065077],"domain_scores_gemma":[0.9965732,0.0004372692,0.0008302291,0.001940891,0.0001184544,0.000100015],"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":[7.992023e-8,0.00001159546,9.023797e-8,0.3057971,0.00001894726,0.000008896434,9.258071e-7,0.000002016252,1.757223e-9,0.005138539,0.01487062,0.6741512],"study_design_scores_gemma":[0.00003392236,0.00002653171,2.219205e-8,0.3966082,0.00005001261,0.000006637611,4.846409e-8,0.001774589,1.640498e-7,0.00004166471,0.6012834,0.0001747943],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[3.839503e-11,0.8686419,0.09079609,0.00006149471,0.00009595242,0.03814445,0.000004548401,0.0003333732,0.001922223],"genre_scores_gemma":[1.945776e-9,0.9471169,0.00911391,0.001059571,0.0001016373,0.04193257,0.00002440645,0.00004627653,0.0006048014],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6739764,"threshold_uncertainty_score":0.9999433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.109082800006717,"score_gpt":0.4051500801979426,"score_spread":0.2960672801912256,"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."}}