{"id":"W2790391945","doi":"10.4218/etrij.18.2918.2067","title":"Special Issue on 5G Communications and Experimental Trials with Heterogeneous and Agile Mobile networks","year":2018,"lang":"en","type":"article","venue":"ETRI Journal","topic":"Telecommunications and Broadcasting Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Korea Advanced Institute of Science and Technology; Air Force Research Laboratory; Electronics and Telecommunications Research Institute; Inha University; University of Minnesota; Yonsei University; Samsung; Ministerio de Economía y Competitividad; Korea University; International Council for Canadian Studies; University of Missouri; Samsung Advanced Institute of Technology; University of Missouri-Kansas City; Texas A and M University; U.S. Department of Defense; Defense Acquisition Program Administration; Pennsylvania State University; Oklahoma State University; Cisco Systems","keywords":"Telecommunications; Backhaul (telecommunications); Mobile broadband; Cellular network; Mobile telephony; Agile software development; Communications satellite; Computer science; Engineering; Computer network; Wireless; Mobile radio; Satellite","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002814663,0.00009912803,0.0001739284,0.00009726125,0.000325806,0.0001188514,0.0002549785,0.00006499863,0.0001108917],"category_scores_gemma":[0.00004061464,0.00007717883,0.00002234293,0.0001113829,0.0002034769,0.00006690495,0.00008454909,0.0003028985,0.000006695132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003274116,"about_ca_system_score_gemma":0.000006237713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002441815,"about_ca_topic_score_gemma":0.00001029301,"domain_scores_codex":[0.9994513,0.0000621794,0.0002102955,0.0000721525,0.00006727082,0.0001367504],"domain_scores_gemma":[0.9992999,0.0001733363,0.00006476208,0.0003778923,0.00003166738,0.00005241232],"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":[0.0002151326,0.0003051224,0.001184691,0.00001457559,0.0003594552,0.00002628909,0.002227752,0.01001664,0.004775403,0.000331233,0.06409671,0.916447],"study_design_scores_gemma":[0.00252515,0.003354583,0.0007623744,0.0002283799,0.00006791128,0.001962436,0.001976704,0.03274368,0.03249534,0.0002249358,0.923034,0.0006244961],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727837,0.0148079,0.001111969,0.0003863689,0.0006125323,0.0003322026,0.00001047986,0.0003717345,0.009583103],"genre_scores_gemma":[0.9902864,0.002234898,0.005516607,0.00002410105,0.001870957,0.00001413787,0.000001886762,0.00001690476,0.00003418026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9158225,"threshold_uncertainty_score":0.3147261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03484986393021582,"score_gpt":0.2985178279049958,"score_spread":0.26366796397478,"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."}}