{"id":"W2058768269","doi":"10.1023/b:ques.0000027996.28824.89","title":"Mean Waiting Time Approximations in the G/G/1 Queue","year":2004,"lang":"en","type":"article","venue":"Queueing Systems","topic":"Advanced Queuing Theory Analysis","field":"Business, Management and Accounting","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of New Brunswick","funders":"National Science Foundation","keywords":"Queue; Renewal theory; Burke's theorem; Poisson distribution; Computer science; Dispersion (optics); Markovian arrival process; Markov chain; Mathematics; Applied mathematics; Algorithm; Statistics; Real-time computing; Queue management system; Fork–join queue; Physics; Computer network","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":[0.006420237,0.001086542,0.001774976,0.001850865,0.001296686,0.00304922,0.004665039,0.002592994,0.003339306],"category_scores_gemma":[0.02968859,0.0009111175,0.001128771,0.002102926,0.002784587,0.004920862,0.002164223,0.004770695,0.0007794957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00588876,"about_ca_system_score_gemma":0.003690931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02808917,"about_ca_topic_score_gemma":0.01259398,"domain_scores_codex":[0.9983171,0.0005804867,0.00004428289,0.0001827148,0.0004448402,0.0004305219],"domain_scores_gemma":[0.988418,0.008386371,0.0006690611,0.0008129631,0.001205662,0.0005080146],"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":[0.0002197939,0.00007236336,0.001157559,0.0001132618,0.0000355203,0.0001808771,0.0004038712,0.4048093,0.001086528,0.5773978,0.006324255,0.008198857],"study_design_scores_gemma":[0.00001398088,0.00000790653,0.0001533965,0.00001186072,0.000009046279,0.00001667546,0.00002548373,0.9441466,0.000101141,0.05509701,0.0004059827,0.00001087972],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1623624,0.005369955,0.7914943,0.007402769,0.001125891,0.0001009893,0.0004204201,0.001075168,0.03064818],"genre_scores_gemma":[0.9067727,0.001953772,0.07136369,0.001055105,0.001023434,0.0001340357,0.0002658497,0.000514432,0.01691702],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02808917,"threshold_uncertainty_score":0.05585134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01297710120152964,"score_gpt":0.219790643586509,"score_spread":0.2068135423849793,"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."}}