Thomas Reed and George Mason 2025. Hallucination Detection and Confidence Calibration for Large Language Model Outputs: Reproducible Experiments on HaluEval. Journal of Artificial Intelligence Review. 6, 4 (Oct. 2025), 1–17. DOI:https://doi.org/10.69987/.