{"id":"W4253165268","doi":"10.1109/comst.2021.3096677","title":"Editorial: Third Quarter 2021 IEEE Communications Surveys and Tutorials","year":2021,"lang":"en","type":"editorial","venue":"IEEE Communications Surveys & Tutorials","topic":"E-commerce and Technology Innovations","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Telecommunications; Computer network; Virtualization; The Internet; Quarter (Canadian coin); Wireless; Telecommunications network; Wireless network; Computer security; World Wide Web; Cloud computing","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","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","research_integrity"],"category_scores_codex":[0.02975785,0.001431223,0.00250361,0.001428685,0.00279513,0.002425643,0.008638045,0.003858094,0.00021322],"category_scores_gemma":[0.01118526,0.001593772,0.0005313656,0.003359536,0.002440048,0.002265719,0.003571421,0.004317435,0.001047468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003776668,"about_ca_system_score_gemma":0.00119051,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01102983,"about_ca_topic_score_gemma":0.01295404,"domain_scores_codex":[0.9855912,0.006367185,0.003274624,0.00162826,0.001884643,0.001254082],"domain_scores_gemma":[0.9625819,0.01249082,0.002761932,0.01514187,0.006918464,0.0001049777],"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":[0.00001057944,0.0005856988,0.0004566545,0.0001671208,0.0005360169,0.000003967533,0.0001154978,0.000002195518,0.0007085039,0.007758291,0.98768,0.001975492],"study_design_scores_gemma":[0.001391226,0.00003531277,0.0002716987,0.0003899188,0.0006596799,0.000001942406,0.00035991,0.00004116561,0.00005734933,0.003479926,0.9917805,0.001531374],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001940741,0.002392068,0.0009076379,0.006237521,0.9753178,0.001402976,0.001125656,0.0008024375,0.0116198],"genre_scores_gemma":[0.005381674,0.006321545,0.001197414,0.0002800814,0.9709088,0.001022767,0.01292708,0.0002986934,0.001661921],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02300927,"threshold_uncertainty_score":0.9998438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04130396268655399,"score_gpt":0.30519331062465,"score_spread":0.263889347938096,"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."}}