Pi, Wenjing, and Changxian He. “Reliability Evaluation of Large Language Models for Social Media Sentiment Annotation: An Empirical Study Based on Model Agreement and Downstream Tasks”. Computers and Artificial Intelligence, vol. 3, no. 3, July 2026, pp. 193-9, https://doi.org/10.70267/cai.26v3n3.193199.