{"id":"W3169848101","doi":"10.3390/electronics10121446","title":"Recent Advances in Mobile Ad Hoc Networks","year":2021,"lang":"en","type":"article","venue":"Electronics","topic":"Cooperative Communication and Network Coding","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Mobile ad hoc network; Wireless ad hoc network; Computer network; Computer science; Vehicular ad hoc network; Ad hoc wireless distribution service; Adaptive quality of service multi-hop routing; Wireless network; Optimized Link State Routing Protocol; Distributed computing; Wireless; 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":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001251722,0.0007531084,0.0007812581,0.001604359,0.000502084,0.001871139,0.001454481,0.001483398,0.01636375],"category_scores_gemma":[0.003814072,0.0003017914,0.0003693906,0.003689246,0.0007416504,0.003909034,0.001211994,0.002112108,0.01171883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006194704,"about_ca_system_score_gemma":0.001135842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006322595,"about_ca_topic_score_gemma":0.0006908001,"domain_scores_codex":[0.9991493,0.0001529229,0.00006971282,0.0001520796,0.0004003272,0.0000757251],"domain_scores_gemma":[0.9969182,0.001272322,0.0002131979,0.0002102344,0.001131853,0.0002541886],"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":[0.00008211892,0.00007040044,0.0004571711,0.002551781,0.00003683325,0.0001549521,0.0001276565,0.0007343118,0.001440797,0.02721465,0.08668633,0.8804431],"study_design_scores_gemma":[0.000006580933,0.00006475647,0.0003712165,0.0005807921,0.00002686558,0.0004063383,0.00008249495,0.0005607078,0.0003639338,0.008405746,0.989113,0.00001753141],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001605416,0.9282171,0.01235634,0.007712027,0.00855876,0.0000457211,0.0001586116,0.0002488153,0.04109722],"genre_scores_gemma":[0.01447111,0.9294292,0.0134574,0.003791984,0.01104266,0.00005846427,0.0003972451,0.00006300778,0.0272889],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01636375,"threshold_uncertainty_score":0.05474216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01586472429319777,"score_gpt":0.2794776645151311,"score_spread":0.2636129402219333,"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."}}