{"id":"W2028006146","doi":"10.1504/ijams.2011.041320","title":"A note on a bulk arrivals quorum queuing system with an unreliable server","year":2011,"lang":"en","type":"article","venue":"International Journal of Applied Management Science","topic":"Advanced Queuing Theory Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University; Dalhousie University","funders":"","keywords":"Computer science; Service (business); Queueing theory; Function (biology); Work (physics); Operations research; Value (mathematics); Queueing system; Server; Epoch (astronomy); Mathematical optimization; Computer network; Distributed computing; Mathematics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001688894,0.000190658,0.0002226063,0.001108109,0.000212873,0.0003807577,0.001696081,0.00002518095,0.00009440452],"category_scores_gemma":[0.00003221209,0.0001479222,0.00007187052,0.000835258,0.0001923699,0.002342737,0.0002833791,0.0001592303,0.0001232341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002253105,"about_ca_system_score_gemma":0.00002864144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005027092,"about_ca_topic_score_gemma":0.00001498253,"domain_scores_codex":[0.9974676,0.000007127416,0.0004438508,0.0003579204,0.001414195,0.000309279],"domain_scores_gemma":[0.9982845,0.00002587019,0.000820581,0.0003234206,0.0005044689,0.00004113849],"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":[0.0009222983,0.0001760459,0.0002389054,0.00004729579,0.0001462326,0.0002183104,0.0001761556,0.02838593,0.0006637649,0.964872,0.00007619995,0.004076844],"study_design_scores_gemma":[0.02336301,0.00187901,0.02524197,0.009258868,0.003209437,0.0005109299,0.04138251,0.2735921,0.03379414,0.4744424,0.1061381,0.007187642],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4455951,0.000009853595,0.07545682,0.0005966076,0.001846282,0.000457763,0.000001764182,0.0002025416,0.4758332],"genre_scores_gemma":[0.9901487,0.000003442055,0.00818307,0.001077248,0.0004183676,0.000008817604,0.00000141214,0.00002077148,0.0001382063],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5445535,"threshold_uncertainty_score":0.6032093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01504230731194177,"score_gpt":0.2424780858687632,"score_spread":0.2274357785568214,"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."}}