{"id":"W2078854659","doi":"10.1287/opre.1110.0934","title":"TECHNICAL NOTE—Queueing Systems with Synergistic Servers","year":2011,"lang":"en","type":"article","venue":"Operations Research","topic":"Advanced Queuing Theory Analysis","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Division of Civil, Mechanical and Manufacturing Innovation; Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Server; Computer science; Throughput; Queueing theory; Distributed computing; Markov process; Computer network; Operating system; Mathematics; Wireless","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002525731,0.001707967,0.00139351,0.0007294491,0.001862876,0.003180911,0.00298955,0.00240043,0.008908781],"category_scores_gemma":[0.006750199,0.0009938821,0.001296197,0.001888626,0.003282296,0.00586923,0.003602639,0.003220374,0.00147567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00226095,"about_ca_system_score_gemma":0.002769521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003613665,"about_ca_topic_score_gemma":0.002109051,"domain_scores_codex":[0.9974592,0.0008110998,0.0001031889,0.0005449901,0.0005146817,0.0005669176],"domain_scores_gemma":[0.9962581,0.002006507,0.0005335227,0.000392396,0.0003996476,0.0004098568],"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":[0.0001580019,0.0001793642,0.001379961,0.0002085304,0.00007298443,0.0006509034,0.0002503521,0.4509733,0.003649949,0.5264809,0.005698066,0.01029769],"study_design_scores_gemma":[0.00005099028,0.00009053604,0.0002944705,0.00003747677,0.00003942979,0.000220197,0.0001113611,0.777306,0.0008102528,0.2142949,0.006704807,0.00003962944],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03474507,0.001183628,0.9420017,0.002325923,0.0003625585,0.0001551407,0.0002089421,0.0002416418,0.01877542],"genre_scores_gemma":[0.8920286,0.002178544,0.09057303,0.0007265944,0.001442338,0.0003021408,0.0002195638,0.0001017774,0.01242729],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008908781,"threshold_uncertainty_score":0.02980286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08291687160238158,"score_gpt":0.3335153141660165,"score_spread":0.2505984425636349,"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."}}