APA (7th ed.) Citation

Chen, Y., Ping, Y., Zhou, S., & Jojo, C. (2026). Can LLMs improve the accuracy of behavior prediction for personnel in high-stakes scenarios by predicting emotions? — A fine-tuning study based on scarce homogeneous cultural data in high-pressure environments. PLoS ONE, 21(7), 1. https://doi.org/10.1371/journal.pone.0352988

Chicago Style (17th ed.) Citation

Chen, Yibo, Yang Ping, Shuhang Zhou, and Caleb Jojo. "Can LLMs Improve the Accuracy of Behavior Prediction for Personnel in High-stakes Scenarios by Predicting Emotions? — A Fine-tuning Study Based on Scarce Homogeneous Cultural Data in High-pressure Environments." PLoS ONE 21, no. 7 (2026): 1. https://doi.org/10.1371/journal.pone.0352988.

MLA (9th ed.) Citation

Chen, Yibo, et al. "Can LLMs Improve the Accuracy of Behavior Prediction for Personnel in High-stakes Scenarios by Predicting Emotions? — A Fine-tuning Study Based on Scarce Homogeneous Cultural Data in High-pressure Environments." PLoS ONE, vol. 21, no. 7, 2026, p. 1, https://doi.org/10.1371/journal.pone.0352988.