{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008299007,0.0002972902,0.0003365712,0.0007043986,0.0005621947,0.0008395015,0.0006437353,0.0006414372,0.0005556849],"category_scores_gemma":[0.002259823,0.0002349892,0.0002270832,0.0004763088,0.000410863,0.0008931095,0.0002901808,0.0005371177,0.0001860084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008980484,"about_ca_system_score_gemma":0.0007961554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003183617,"about_ca_topic_score_gemma":0.001850409,"domain_scores_codex":[0.999492,0.0001330254,0.00002416476,0.0001088679,0.0001929585,0.00004889015],"domain_scores_gemma":[0.9992363,0.0002102629,0.0001391562,0.00009638104,0.0002831762,0.00003472428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001122535,0.00009291367,0.004399381,0.00004074068,0.00002634935,0.0001114986,0.0001087163,0.6810222,0.02786096,0.02458591,0.0025918,0.2590473],"study_design_scores_gemma":[0.000003591157,0.00001735428,0.0004851214,0.000002580832,0.000003518894,0.00004105771,0.00001028465,0.9933255,0.002249184,0.002339799,0.001514648,0.000007368203],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1375445,0.0005208143,0.8546781,0.0004065524,0.0001343351,0.00004867714,0.00003978231,0.001117405,0.005509894],"genre_scores_gemma":[0.7607285,0.0002744954,0.2362943,0.0001035156,0.00008977738,0.00006034022,0.0001498447,0.00005157059,0.002247754],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003183617,"threshold_uncertainty_score":0.006515801,"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."}}