{"id":"W7115059627","doi":"10.1002/nav.70038","title":"Strategic Joining and Optimal Pricing in a Single‐Server Batch Arrival Queue With Different Information of Batch Size","year":2025,"lang":"en","type":"article","venue":"Naval Research Logistics (NRL)","topic":"Advanced Queuing Theory Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Central University of Finance and Economics; National Natural Science Foundation of China","keywords":"Unobservable; Key (lock); Queue; Nash equilibrium; Bridge (graph theory); Variance (accounting); Batch production; Queueing theory","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017742,0.0001997532,0.0003684325,0.0007284856,0.0001927596,0.0003292995,0.0002959312,0.0001045034,0.00004895855],"category_scores_gemma":[0.003157472,0.0001644589,0.00004454201,0.001444368,0.0003150058,0.000924929,0.0003977235,0.0005670651,0.000008800002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001599729,"about_ca_system_score_gemma":0.00009504541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008363749,"about_ca_topic_score_gemma":0.0004678605,"domain_scores_codex":[0.9979299,0.00009078198,0.0004973746,0.0002845316,0.000690892,0.0005065302],"domain_scores_gemma":[0.9978985,0.0009610535,0.0002043328,0.0003029805,0.0006069778,0.00002613964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003011684,0.0007370612,0.1034495,0.003743593,0.0003323117,0.0001241557,0.0009749014,0.1089951,0.009881041,0.7568035,0.0002963891,0.01165069],"study_design_scores_gemma":[0.008244766,0.0007864251,0.09270231,0.003814376,0.0004483568,0.000008475259,0.01994434,0.523603,0.005068023,0.3416378,0.002058259,0.001683892],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732152,0.00004823991,0.01138349,0.0003340979,0.00005308021,0.000307125,0.000003400298,0.00004583162,0.01460949],"genre_scores_gemma":[0.9985977,0.00001787693,0.0009589343,0.0001042269,0.00008604754,0.00001904961,0.00001839077,0.00001483284,0.000182929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4151658,"threshold_uncertainty_score":0.6706439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05762231900422283,"score_gpt":0.3178885239063977,"score_spread":0.2602662049021749,"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."}}