{"id":"W2033970758","doi":"10.1109/icc.2012.6364692","title":"Traffic provisioning in a Future Internet","year":2012,"lang":"en","type":"article","venue":"","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Quality of service; Computer science; Computer network; Router; The Internet; Internet traffic; Mobile QoS; Service provider; Service (business)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002162997,0.00007018413,0.00007967078,0.0000577603,0.00001816148,0.00005509058,0.0003188311,0.00004014148,0.00005694],"category_scores_gemma":[0.000005512291,0.00005477425,0.00002677914,0.0002124292,0.000008071552,0.0004329944,0.00006152905,0.0001078527,0.0001204659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001793653,"about_ca_system_score_gemma":0.00001841956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003330338,"about_ca_topic_score_gemma":0.0000188477,"domain_scores_codex":[0.9993429,0.00003546372,0.0001195202,0.0001397808,0.0001006643,0.0002617063],"domain_scores_gemma":[0.9996815,0.00003411412,0.00002205178,0.0001698645,0.00001282319,0.0000796791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002569287,0.00004764544,0.0009398599,0.000001428889,0.000002446706,0.000002341369,0.0007818407,0.0002310443,0.000004848523,0.1486249,0.00247292,0.8468882],"study_design_scores_gemma":[0.0008650541,0.00006323759,0.009503032,0.00003071781,0.000002979639,0.00003077943,0.0001997541,0.8941507,0.00004269806,0.0001525797,0.09466302,0.0002954309],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3569753,0.001479835,0.6168812,0.004880899,0.002310703,0.0003009083,1.534617e-7,0.000617016,0.01655396],"genre_scores_gemma":[0.9858925,0.000004615775,0.01239509,0.0004986031,0.0003462514,0.00001218765,3.482604e-7,0.000003279242,0.0008470751],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8939196,"threshold_uncertainty_score":0.2233629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007325409636214439,"score_gpt":0.2123536047655582,"score_spread":0.2050281951293437,"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."}}