{"id":"W2485893990","doi":"10.1002/wcm.2717","title":"Wireless resource virtualization: opportunities, challenges, and solutions","year":2016,"lang":"en","type":"article","venue":"Wireless Communications and Mobile Computing","topic":"Advanced Wireless Network Optimization","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sheridan College; Western University","funders":"","keywords":"Computer science; Virtualization; Computer network; Cellular network; Wireless network; Network virtualization; Base station; Quality of service; Wireless; Telecommunications; Cloud computing; Operating system","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":[],"consensus_categories":[],"category_scores_codex":[0.002624486,0.0005871075,0.0005646158,0.0006730218,0.0008457055,0.005095625,0.001752676,0.001849407,0.001782784],"category_scores_gemma":[0.002093293,0.0004000099,0.0003956649,0.000912093,0.001359041,0.003974687,0.0040197,0.002659545,0.0003999334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009462815,"about_ca_system_score_gemma":0.001388083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007612503,"about_ca_topic_score_gemma":0.0008492295,"domain_scores_codex":[0.9987271,0.0004614725,0.00006949945,0.0001668201,0.000337578,0.0002374721],"domain_scores_gemma":[0.9990344,0.0004386923,0.0000963736,0.00008971372,0.0001815954,0.0001592918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000095729,0.0001844042,0.001918393,0.001174098,0.00006929235,0.0004352095,0.0003813537,0.06432484,0.003862293,0.5309365,0.02514951,0.3714683],"study_design_scores_gemma":[0.00002899589,0.0001501527,0.001033693,0.0009519111,0.00003632847,0.000960658,0.001963435,0.3648539,0.002496873,0.483043,0.1443973,0.00008375951],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.04777597,0.2417666,0.57201,0.08207095,0.003324281,0.0001856029,0.000116484,0.0006804356,0.05206973],"genre_scores_gemma":[0.7451035,0.1033417,0.1389033,0.002338971,0.002721546,0.0001710796,0.0001726112,0.00008498301,0.007162327],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.005095625,"threshold_uncertainty_score":0.01387978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05286904696165944,"score_gpt":0.2437449143888111,"score_spread":0.1908758674271517,"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."}}