Aldosari, N. .; Hussain, F. .; Tawfik, M. . Hybrid QLoRA-RAG Architecture for Saudi End-of-Service Benefits Calculation: Synthetic Data Generation and Uncertainty Quantification for Legal Reasoning. Stat., optim. inf. comput. 2026.