{"id":"W4313437802","doi":"10.4218/etr2.12551","title":"Special issue on 6G and satellite communications","year":2022,"lang":"en","type":"article","venue":"ETRI Journal","topic":"Satellite Communication Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Electronics and Telecommunications Research Institute","keywords":"Computer science; Software deployment; Communications satellite; Low latency (capital markets); Telecommunications; Broadband; Broadband networks; Service (business); Computer network; Engineering; Satellite","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004883342,0.00008339638,0.0001129902,0.0001818534,0.0004632318,0.00008876928,0.0005880455,0.0000249918,0.0008853842],"category_scores_gemma":[0.00002932079,0.00009005634,0.00003862452,0.0002583383,0.00003393522,0.00007836393,0.0001834494,0.0007028545,0.0001359574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001498435,"about_ca_system_score_gemma":0.00001473325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002297011,"about_ca_topic_score_gemma":0.00000336895,"domain_scores_codex":[0.9991299,0.0001902099,0.0002593622,0.00006280709,0.0002221166,0.0001355861],"domain_scores_gemma":[0.9990001,0.0001885089,0.00005601426,0.0006400143,0.0000303127,0.00008508578],"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":[0.00003832779,0.0001303253,0.004360329,0.00003053083,0.0001555321,0.0000302646,0.007413255,0.002727615,0.0009828038,0.003240342,0.09060255,0.8902881],"study_design_scores_gemma":[0.0002143762,0.00003522632,0.002337846,0.00001071401,0.000004313473,0.0002490758,0.0005999323,0.0004194878,0.00005760231,0.0001126383,0.9958652,0.0000935952],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03068008,0.1017028,0.0001742954,0.005883963,0.007967269,0.0005238098,0.00005715186,0.0004899764,0.8525206],"genre_scores_gemma":[0.915459,0.06687674,0.002445258,0.0005813016,0.01119662,0.00004404395,0.00002999698,0.000106148,0.003260878],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9052626,"threshold_uncertainty_score":0.9694335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03637286848757677,"score_gpt":0.2669812577301119,"score_spread":0.2306083892425352,"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."}}