{"id":"W4312440122","doi":"10.1109/comst.2022.3219349","title":"Editorial: Fourth Quarter 2022 IEEE Communications Surveys and Tutorials","year":2022,"lang":"en","type":"editorial","venue":"IEEE Communications Surveys & Tutorials","topic":"E-commerce and Technology Innovations","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Telecommunications; Quarter (Canadian coin); Wireless; The Internet; Wireless network; Computer network; Telecommunications network; Computer security; World Wide Web","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":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.03807466,0.001389687,0.002235387,0.001944595,0.004415327,0.001643654,0.0111789,0.002539773,0.0006337425],"category_scores_gemma":[0.008254522,0.001591424,0.0004960945,0.003556173,0.002233035,0.0021755,0.00514949,0.005265462,0.0006657442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005645582,"about_ca_system_score_gemma":0.0008716228,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01361316,"about_ca_topic_score_gemma":0.009636367,"domain_scores_codex":[0.9840779,0.007438177,0.003220184,0.001618401,0.002341016,0.001304291],"domain_scores_gemma":[0.9657282,0.01286387,0.003173461,0.01477142,0.003364202,0.00009888041],"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":[0.00001786938,0.0006072552,0.000583123,0.0001345576,0.0004693174,0.000002666153,0.0001359564,0.000005962748,0.000340772,0.008451896,0.9873313,0.001919325],"study_design_scores_gemma":[0.001538645,0.00006440237,0.0002799389,0.0001247634,0.0005976466,0.000002132162,0.0004477809,0.00007000147,0.00001388448,0.004651368,0.9906801,0.001529314],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000221668,0.001417525,0.0007137947,0.00529271,0.9797356,0.001874704,0.002019912,0.001257297,0.007466831],"genre_scores_gemma":[0.00625141,0.004174304,0.0007742931,0.0003209064,0.9697685,0.002212158,0.01453108,0.0003854951,0.001581807],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02982014,"threshold_uncertainty_score":0.9998854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0420950554897035,"score_gpt":0.302159132214822,"score_spread":0.2600640767251186,"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."}}