{"id":"W4207035560","doi":"10.1109/tccn.2021.3105790","title":"IEEE Communications Society","year":2021,"lang":"en","type":"article","venue":"IEEE Transactions on Cognitive Communications and Networking","topic":"Cognitive Radio Networks and Spectrum Sensing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Canadian Standards Association; University of Windsor","funders":"","keywords":"Computer science; Telecommunications; Computer network","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009091595,0.001053827,0.0006791946,0.001430094,0.0009692716,0.003823189,0.0009963856,0.00252958,0.2743213],"category_scores_gemma":[0.003106841,0.0003370428,0.0004377133,0.001944396,0.0006698626,0.002080281,0.002195514,0.003184128,0.2985661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008521712,"about_ca_system_score_gemma":0.001947369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002685641,"about_ca_topic_score_gemma":0.002101414,"domain_scores_codex":[0.9988517,0.0001709131,0.00007710404,0.0003046013,0.0004800334,0.0001156819],"domain_scores_gemma":[0.9975975,0.0003110188,0.0001110847,0.0004676837,0.00129531,0.0002174349],"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":[0.00005637596,0.00004121165,0.0004640694,0.0002001677,0.0000217408,0.0001727019,0.00006145597,0.0005153547,0.001619991,0.01331942,0.6718324,0.3116951],"study_design_scores_gemma":[0.000007255057,0.00001970756,0.0002364535,0.00009739809,0.000005221487,0.0001661487,0.00003050772,0.0005670866,0.0002402469,0.002940869,0.9956787,0.00001041995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001579244,0.01186264,0.03192775,0.01191834,0.01821217,0.0002149305,0.003133705,0.002550119,0.9186011],"genre_scores_gemma":[0.01477818,0.01370629,0.008243917,0.004294399,0.003489835,0.0002470899,0.005705136,0.0003482302,0.9491869],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7256787,"threshold_uncertainty_score":0.9176962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05066990834832397,"score_gpt":0.2885660561707359,"score_spread":0.237896147822412,"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."}}