{"id":"W2995153377","doi":"10.1142/s021884302040002x","title":"Distributing UAVs as Wireless Repeaters in Disaster Relief via Group Role Assignment","year":2019,"lang":"en","type":"article","venue":"International Journal of Cooperative Information Systems","topic":"UAV Applications and Optimization","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nipissing University","funders":"Science and Technology Planning Project of Guangdong Province; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Relay; Computer science; Software deployment; Computer network; Wireless; Python (programming language); Wireless network; Disaster area; Process (computing); Distributed computing; Emergency management; Telecommunications","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006786172,0.0005400404,0.0004825217,0.0003266197,0.000506459,0.0004357836,0.0008476804,0.000541624,0.001684452],"category_scores_gemma":[0.001204821,0.0002347008,0.0003795045,0.0003366274,0.0005349194,0.0008392204,0.0009245842,0.0004259313,0.0003290388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003715859,"about_ca_system_score_gemma":0.0004174139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002103909,"about_ca_topic_score_gemma":0.001866156,"domain_scores_codex":[0.9995456,0.0002284444,0.00001179398,0.00007789525,0.0000635477,0.00007270127],"domain_scores_gemma":[0.9996477,0.0001414736,0.00006786322,0.00005710113,0.00004166284,0.00004411032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001371101,0.00007975147,0.0006554473,0.00007278405,0.00002213763,0.0002510292,0.0001782489,0.9301033,0.009543003,0.01534135,0.001146696,0.04246909],"study_design_scores_gemma":[0.00002247151,0.0001139768,0.0001526089,0.000005053214,0.00001365584,0.000068776,0.0001027085,0.9899176,0.002172042,0.005569921,0.001852349,0.000008901222],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07103422,0.0001886638,0.9255921,0.000147338,0.00004153874,0.00009601741,0.00002673087,0.0002282802,0.002645195],"genre_scores_gemma":[0.8052427,0.0002646848,0.1907495,0.00005728957,0.00002521136,0.0001177502,0.00004486369,0.00005186042,0.003446191],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002103909,"threshold_uncertainty_score":0.005635083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002804212904444597,"score_gpt":0.2034267659681125,"score_spread":0.2006225530636679,"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."}}