{"id":"W3144070601","doi":"10.1109/mcom.2008.4539478","title":"Guest editorial - Topics in ad hoc and sensor networks","year":2008,"lang":"en","type":"editorial","venue":"IEEE Communications Magazine","topic":"Mobile Ad Hoc Networks","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Wireless ad hoc network; Computer science; Computer network; Wireless sensor network; Vehicular ad hoc network; Ad hoc wireless distribution service; Cover (algebra); Mobile ad hoc network; Focus (optics); Optimized Link State Routing Protocol; Adaptive quality of service multi-hop routing; Wireless; Telecommunications; 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":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0006193532,0.0004744617,0.0006639676,0.0002515447,0.0003170626,0.0002774753,0.005140775,0.001302696,0.000003641374],"category_scores_gemma":[0.0003840238,0.0005248174,0.000107268,0.0007776748,0.0003535364,0.0004194713,0.002011773,0.002828805,0.00008454049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002245052,"about_ca_system_score_gemma":0.000367354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004325075,"about_ca_topic_score_gemma":0.0008124951,"domain_scores_codex":[0.9967068,0.000471797,0.0007955707,0.0007594539,0.0007081749,0.0005582091],"domain_scores_gemma":[0.9909719,0.001893721,0.0003861984,0.006118661,0.0004468057,0.0001827073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001018887,0.0001116002,0.00001295694,0.00001601767,0.00002084984,0.00001561285,0.0001378845,0.0003083135,0.000002324012,0.0001223049,0.9950267,0.00421524],"study_design_scores_gemma":[0.000705334,0.00008388977,0.00005066983,0.0001340038,0.00001789275,0.00001063188,0.0000024846,0.02063243,7.988643e-7,0.00009808757,0.9777963,0.0004674363],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000007369149,0.008648185,0.007380612,0.0008926063,0.9808019,0.0004925961,0.00003145161,0.0002279111,0.001517315],"genre_scores_gemma":[0.00004623251,0.04912062,0.01761388,0.00005813507,0.9310293,0.0001785491,0.000291017,0.00005417374,0.001608056],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04977262,"threshold_uncertainty_score":0.9999938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01682147393498764,"score_gpt":0.2687733076911893,"score_spread":0.2519518337562017,"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."}}