{"id":"W4250244332","doi":"10.1109/twc.2014.2386193","title":"IEEE Communications Society Information","year":2015,"lang":"en","type":"article","venue":"IEEE Transactions on Wireless Communications","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; Institut National de la Recherche Scientifique","funders":"","keywords":"Computer science; Wireless; 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":["insufficient_payload"],"category_scores_codex":[0.0007562682,0.001616502,0.001296452,0.00280456,0.001006786,0.003324018,0.0008743694,0.00225733,0.320756],"category_scores_gemma":[0.003771472,0.000618594,0.0003532314,0.003571608,0.0005612337,0.002643483,0.001677132,0.002562765,0.3449041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001002469,"about_ca_system_score_gemma":0.002121226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003685781,"about_ca_topic_score_gemma":0.003068254,"domain_scores_codex":[0.9993919,0.0000908433,0.00003689514,0.0001123627,0.0002973452,0.00007053111],"domain_scores_gemma":[0.9978647,0.0003882478,0.0001184188,0.0005800452,0.0008874754,0.0001611711],"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":[0.00004953832,0.00004672413,0.0001620695,0.0001488015,0.00001165552,0.00006964704,0.00002367137,0.001129898,0.001077727,0.0111888,0.74345,0.2426413],"study_design_scores_gemma":[0.00001475756,0.00002844764,0.0003908458,0.0001249169,0.00001741504,0.00009517609,0.00002347353,0.002773826,0.0008700489,0.00708029,0.9885638,0.0000170572],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002078848,0.00691078,0.04073477,0.007870084,0.008605552,0.000291686,0.009901913,0.004573066,0.9190333],"genre_scores_gemma":[0.01122129,0.007969274,0.004639395,0.001333223,0.001470445,0.0002192386,0.01058233,0.0006626732,0.9619021],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.679244,"threshold_uncertainty_score":0.9688591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1012385148355934,"score_gpt":0.2570194947087726,"score_spread":0.1557809798731792,"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."}}