{"id":"W3106681573","doi":"","title":"6th International Conference on Queueing Theory and Network Applications, QTNA 2011 - Proceedings: Preface","year":2011,"lang":"en","type":"article","venue":"","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Queueing theory; Computer science; G-network; Layered queueing network; Computer network; Operations research; Engineering","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":[0.004091735,0.001579863,0.002041926,0.002168089,0.001829477,0.00610104,0.002202136,0.002262161,0.08779275],"category_scores_gemma":[0.005617718,0.0005824493,0.001415313,0.002217978,0.001213485,0.004031945,0.002812419,0.004072369,0.04229208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002540092,"about_ca_system_score_gemma":0.003903909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004629143,"about_ca_topic_score_gemma":0.005135641,"domain_scores_codex":[0.998695,0.000242099,0.00009241456,0.0003025969,0.0005215478,0.0001464637],"domain_scores_gemma":[0.9948332,0.0006050479,0.0001077259,0.0006860493,0.002985168,0.0007829185],"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":[0.0002193499,0.0002081656,0.0004056108,0.0004383992,0.00004003555,0.0001289152,0.0001097253,0.003499194,0.00226812,0.0185023,0.7472932,0.226887],"study_design_scores_gemma":[0.00005036511,0.0002272959,0.001327112,0.0004985236,0.00006441629,0.0003430407,0.0001443614,0.01917902,0.002043409,0.03270654,0.9433532,0.00006271513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.007446114,0.06889876,0.29556,0.02964387,0.4166726,0.0006250735,0.002254637,0.003485258,0.1754137],"genre_scores_gemma":[0.0436467,0.04814056,0.08160722,0.002971917,0.0656359,0.0005137397,0.005388031,0.00237256,0.7497233],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.08779275,"threshold_uncertainty_score":0.293696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02459217209613337,"score_gpt":0.2465015250127614,"score_spread":0.221909352916628,"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."}}