{"id":"W4297973913","doi":"10.1002/spy2.271","title":"Security in<scp>5G</scp>and beyond recent advances and future challenges","year":2022,"lang":"en","type":"article","venue":"Security and Privacy","topic":"Advanced Wireless Communication Technologies","field":"Engineering","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Enabling; Computer science; Computer network; Computer security; Cloud computing; Radio access network; Cellular network; Cloud computing security; Base station","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002700864,0.000469305,0.0003737888,0.00103277,0.001304549,0.004813392,0.0007732566,0.00222898,0.002933479],"category_scores_gemma":[0.002380208,0.0002905085,0.0004091685,0.0012103,0.003183066,0.008468539,0.001763902,0.002677663,0.0006455665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002140821,"about_ca_system_score_gemma":0.001868766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00206867,"about_ca_topic_score_gemma":0.001465432,"domain_scores_codex":[0.9985896,0.0003582592,0.00007395875,0.0001624011,0.000549274,0.0002665985],"domain_scores_gemma":[0.9964783,0.001812758,0.0003442926,0.0003032588,0.0008505136,0.0002109864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004635283,0.00004663973,0.002509956,0.0007055554,0.00003047428,0.0004703837,0.0007604822,0.007623775,0.004680269,0.796846,0.01611399,0.1701661],"study_design_scores_gemma":[0.00001023229,0.0001915232,0.003432099,0.001790554,0.00004173789,0.001755539,0.003402851,0.03771311,0.006376693,0.5143494,0.4308046,0.0001316534],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.09249987,0.364548,0.1632914,0.1457342,0.004794946,0.0001719792,0.0003120766,0.0004496284,0.2281979],"genre_scores_gemma":[0.7289742,0.2124744,0.02939183,0.007451298,0.004080376,0.00008808179,0.0001816292,0.00006114096,0.01729707],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004813392,"threshold_uncertainty_score":0.01553279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01256789043639068,"score_gpt":0.2352007547411444,"score_spread":0.2226328643047537,"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."}}