{"id":"W4206969593","doi":"10.1109/lwc.2021.3105859","title":"IEEE Wireless Communications Letters","year":2021,"lang":"en","type":"article","venue":"IEEE Wireless Communications Letters","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Standards Association","funders":"","keywords":"Computer science; Wireless; Computer network; Telecommunications","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":[0.0008853581,0.0008564065,0.0006690242,0.001247234,0.00137174,0.004278132,0.0007440598,0.003105189,0.07588483],"category_scores_gemma":[0.004069252,0.0004906785,0.0003812881,0.00121901,0.0009003682,0.001660757,0.001037119,0.00304337,0.06490147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001396992,"about_ca_system_score_gemma":0.00110975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002076438,"about_ca_topic_score_gemma":0.004558177,"domain_scores_codex":[0.999108,0.0001413239,0.00003819261,0.0001368509,0.0004504868,0.0001251289],"domain_scores_gemma":[0.9982326,0.0004168224,0.00006935231,0.0002405335,0.0008811139,0.0001596215],"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":[0.00005750652,0.00004992148,0.0002719561,0.00008572248,0.00001467507,0.000104371,0.00004264586,0.0004706466,0.001294096,0.02453484,0.8688033,0.1042704],"study_design_scores_gemma":[0.00001097302,0.00002511096,0.0004155234,0.0000561892,0.00001115753,0.00008144623,0.0000405682,0.001743034,0.0008152947,0.01066627,0.9861231,0.00001131666],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004066121,0.0136606,0.02803988,0.07847509,0.09802614,0.0001056802,0.0007711664,0.001022692,0.7758327],"genre_scores_gemma":[0.04224523,0.0133651,0.004319384,0.01475536,0.02435749,0.000120957,0.0009755897,0.0003172136,0.8995436],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9241152,"threshold_uncertainty_score":0.25386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07237867976110617,"score_gpt":0.2488396143861099,"score_spread":0.1764609346250038,"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."}}