{"id":"W4390908051","doi":"10.1109/tcomm.2023.3348311","title":"IEEE Transactions on Communications Publication Information","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Communications","topic":"Technology and Education Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Beijing Jiaotong University; Chinese University of Hong Kong; National and Kapodistrian University of Athens; Tsinghua University; Queen's University; Queen's University Belfast","keywords":"Computer science; Telecommunications; Computer network","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001106493,0.00107273,0.0008805576,0.001831886,0.0006726355,0.002637271,0.0006877453,0.001633832,0.2856983],"category_scores_gemma":[0.003563625,0.0003708677,0.0003536536,0.002129645,0.0004299269,0.002229469,0.001127788,0.001966398,0.15412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001162953,"about_ca_system_score_gemma":0.001616688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001988132,"about_ca_topic_score_gemma":0.003272363,"domain_scores_codex":[0.9993225,0.0001004787,0.00004473288,0.00008786416,0.0003685585,0.00007574971],"domain_scores_gemma":[0.99737,0.000604394,0.000113838,0.0003289722,0.00138312,0.000199687],"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":[0.0001367903,0.00007812818,0.0005908799,0.0003821806,0.00002810692,0.00008768159,0.00004481516,0.0005766224,0.001460359,0.01500963,0.7422255,0.2393793],"study_design_scores_gemma":[0.00001873163,0.00005155247,0.0008135081,0.000210865,0.00002582425,0.0001869618,0.00004444601,0.001322428,0.0008033245,0.004257292,0.9922512,0.00001386578],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005114772,0.03792548,0.04053936,0.01656114,0.04390094,0.0004492836,0.008030233,0.001926854,0.845552],"genre_scores_gemma":[0.02656306,0.03982572,0.007129054,0.002290741,0.007339413,0.0001785695,0.01055494,0.0004072052,0.9057114],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7143017,"threshold_uncertainty_score":0.9557561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04577397546185246,"score_gpt":0.3001926099905355,"score_spread":0.254418634528683,"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."}}