{"id":"W4220902789","doi":"10.18280/isi.270101","title":"A Survey on 6G Networks: Vision, Requirements, Architecture, Technologies and Challenges","year":2022,"lang":"en","type":"article","venue":"Ingénierie des systèmes d information","topic":"Satellite Communication Systems","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Digitization; Computer science; Network architecture; Telecommunications; Architecture; The Internet; Telecommunications network; Key (lock); Systems engineering; Computer security; Engineering; World Wide Web; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0008774102,0.0001688576,0.0001850334,0.0003274083,0.0003067364,0.0001144599,0.0003347524,0.00007663901,0.0000133589],"category_scores_gemma":[0.0001442207,0.00017266,0.00002718274,0.0003686041,0.00007988536,0.0005930245,0.0002234873,0.0002615961,0.00001865879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002502545,"about_ca_system_score_gemma":0.00001098694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000321721,"about_ca_topic_score_gemma":0.00002871917,"domain_scores_codex":[0.9987964,0.0001603421,0.0004579767,0.0001049862,0.0002553592,0.0002249232],"domain_scores_gemma":[0.9990885,0.000177805,0.0001250645,0.0005072558,0.00006895656,0.0000323971],"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":[0.00003266129,0.00001583351,0.001128098,0.0002979741,0.00005848994,9.174061e-7,0.004557616,0.07203081,0.0000253824,0.001497768,0.0008276782,0.9195268],"study_design_scores_gemma":[0.001769347,0.0009221315,0.1825258,0.0006499495,0.00002931153,0.0001404699,0.02377113,0.188655,0.0005471217,0.005699605,0.5935428,0.001747425],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5068471,0.3024843,0.07333325,0.001360259,0.005179273,0.005705349,0.0005881937,0.01777229,0.08672997],"genre_scores_gemma":[0.9932069,0.006111757,0.000247328,0.0000428778,0.00001530049,0.0001863248,0.000158074,0.00002104828,0.00001038496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9177793,"threshold_uncertainty_score":0.7040872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0405243331923329,"score_gpt":0.2458115926471219,"score_spread":0.205287259454789,"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."}}