{"id":"W4410316069","doi":"10.1287/msom.2021.0106","title":"Capacity Rationing in Multiserver, Nonpreemptive Priority Queues","year":2025,"lang":"en","type":"article","venue":"Manufacturing & Service Operations Management","topic":"Advanced Queuing Theory Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Rationing; Queue; Computer science; Operations management; Priority queue; Business; Operations research; Economics; Computer network; Mathematics","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":[0.005430509,0.00109,0.001267611,0.001045542,0.0009359652,0.002641992,0.003416813,0.002277959,0.004576042],"category_scores_gemma":[0.02027902,0.0009234934,0.0009903952,0.001510447,0.002443576,0.003695837,0.001700179,0.002241159,0.0005299609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004045508,"about_ca_system_score_gemma":0.00370473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009107572,"about_ca_topic_score_gemma":0.004266642,"domain_scores_codex":[0.997362,0.001069073,0.0001151914,0.0005264725,0.0005538809,0.000373328],"domain_scores_gemma":[0.9917755,0.006298645,0.0006297921,0.0002513564,0.0007319734,0.0003127023],"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":[0.0002748453,0.0002615643,0.00189439,0.0005082129,0.00005410716,0.0004168138,0.0002768679,0.6506323,0.002485055,0.3106974,0.006995229,0.02550318],"study_design_scores_gemma":[0.00004866562,0.00004929139,0.0002940026,0.00003534784,0.00001645537,0.00009604976,0.00004365392,0.9447927,0.000448468,0.05295321,0.001199341,0.00002279844],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05153962,0.001933251,0.9314344,0.002191268,0.0003267947,0.0002444062,0.0003158553,0.0003079195,0.01170646],"genre_scores_gemma":[0.82726,0.002253993,0.1552984,0.0007520271,0.0004742919,0.0003501124,0.0002676863,0.000190564,0.01315304],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009107572,"threshold_uncertainty_score":0.02935231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01244903426395444,"score_gpt":0.2404265790976517,"score_spread":0.2279775448336972,"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."}}