{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002013377,0.00008080094,0.0001077563,0.00003340887,0.0000885073,0.00007212325,0.0005077586,0.00003552734,0.00005370538],"category_scores_gemma":[0.00002793359,0.00008427184,0.00002702858,0.0008109249,0.00001335157,0.0002870512,0.000251663,0.0002807414,0.0000142866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001267241,"about_ca_system_score_gemma":0.0001761309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.032935e-9,"about_ca_topic_score_gemma":0.0003386712,"domain_scores_codex":[0.9990734,0.0001355057,0.0001529513,0.000237039,0.00009848193,0.000302563],"domain_scores_gemma":[0.9992118,0.00007330308,0.00003680621,0.0005403957,0.00009783707,0.00003988133],"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":[0.000001749256,0.00003537515,0.000044016,8.791645e-7,0.000002163615,0.000004668269,0.0001143501,0.002421387,0.0000745705,0.00916182,0.0002813259,0.9878577],"study_design_scores_gemma":[0.000159019,0.00004694074,0.00009346967,0.00001314921,7.424266e-7,0.000006288448,0.00001142762,0.0299289,0.0004986083,0.0006445696,0.9684971,0.00009981005],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001679124,0.937301,0.05781001,0.0009085658,0.0001549918,0.00007490031,1.058345e-7,0.00006241613,0.002008838],"genre_scores_gemma":[0.01874551,0.9774047,0.002922253,0.0005594612,0.00002611883,0.00003316697,0.000005434676,0.000005501808,0.0002978814],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9877579,"threshold_uncertainty_score":0.3436506,"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."}}