{"id":"W4390939535","doi":"10.1109/mcom.2024.10401869","title":"Series Editorial: Mobile Communications and Networks","year":2024,"lang":"en","type":"article","venue":"IEEE Communications Magazine","topic":"Telecommunications and Broadcasting Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science; Telecommunications; Software deployment; Computer network; Standardization; Cover (algebra)","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":[0.004294086,0.004148489,0.00347355,0.004668633,0.003359802,0.01132242,0.002910821,0.008062007,0.05388649],"category_scores_gemma":[0.01331656,0.0008419184,0.002229326,0.002501405,0.002371094,0.006358884,0.001889402,0.01369433,0.04939127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002854855,"about_ca_system_score_gemma":0.003196771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001319495,"about_ca_topic_score_gemma":0.003150644,"domain_scores_codex":[0.9946157,0.0005969059,0.0004410342,0.0008000581,0.003133651,0.0004126225],"domain_scores_gemma":[0.984974,0.003960566,0.001018411,0.0006818385,0.006643681,0.002721625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000150987,0.0000128867,0.00002702875,0.0001066087,0.000005835448,0.00003359257,0.000007668445,0.00002773847,0.00006885828,0.0007360605,0.9913316,0.007627015],"study_design_scores_gemma":[0.000009195262,0.00002509135,0.0001305267,0.0001708723,0.000009929372,0.00006168707,0.00002155236,0.00008748074,0.00004878504,0.0008100046,0.9986168,0.000008111029],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002781229,0.005200396,0.0001683321,0.01269126,0.9749457,0.00001655504,0.00007285491,0.00005947101,0.006817725],"genre_scores_gemma":[0.00033293,0.006081321,0.0001173215,0.008951568,0.9531023,0.00002167046,0.00008709758,0.00007626598,0.03122951],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.05388649,"threshold_uncertainty_score":0.1802683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02033703618199803,"score_gpt":0.2662189010254646,"score_spread":0.2458818648434666,"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."}}