{"id":"W4407356695","doi":"10.3390/axioms14020130","title":"Optimal Control Problems for Erlang Loss Systems","year":2025,"lang":"en","type":"article","venue":"Axioms","topic":"Advanced Queuing Theory Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Erlang (programming language); Erlang distribution; Computer science; Mathematics; Statistics; Programming language; Gamma distribution; Functional programming","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":[0.00243468,0.001222265,0.001091797,0.001003768,0.0006866434,0.002447929,0.001115176,0.001665327,0.003553681],"category_scores_gemma":[0.00650267,0.0005721134,0.0005826292,0.0008940056,0.002229928,0.001505901,0.001341037,0.001742232,0.0002242446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003506756,"about_ca_system_score_gemma":0.002367803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01807684,"about_ca_topic_score_gemma":0.006303187,"domain_scores_codex":[0.9986748,0.0004928637,0.00006157962,0.0002270746,0.0002980173,0.0002457879],"domain_scores_gemma":[0.997083,0.00216196,0.0002187759,0.00004101514,0.0003761111,0.0001191121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006773793,0.00007586571,0.0002868437,0.0001306088,0.00002941303,0.00008389811,0.000150656,0.766581,0.0005947558,0.2198569,0.001739515,0.01040283],"study_design_scores_gemma":[0.00003593504,0.00002948205,0.0001484089,0.00001462806,0.000006687149,0.00001041592,0.00004712278,0.9120768,0.0001487701,0.08658054,0.0008893503,0.00001174339],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05716031,0.003867622,0.8977288,0.002328159,0.0002623556,0.0001750666,0.0002452865,0.0001886896,0.03804374],"genre_scores_gemma":[0.9437,0.001919368,0.03320558,0.0002888553,0.0002223002,0.00030151,0.0001944047,0.0000599066,0.02010795],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01807684,"threshold_uncertainty_score":0.03594321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008572182346576097,"score_gpt":0.2326388202721803,"score_spread":0.2240666379256042,"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."}}