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Author

Yuandong Huang

Institutions: University of Chinese Academy of Sciences, National Institute of Natural Hazards, Ministry of Emergency Management of the People's Republic of China
Observed institutions: University of Chinese Academy of Sciences, National Institute of Natural Hazards, Ministry of Emergency Management of the People's Republic of China
OpenAlex ID: A5122851296
Beyond structured knowledge: performance boundaries of ChatGPT in geological-hazard question answering and the need for human-in-the-loop oversight
2026 · Saier Wu, Chong Xu, et al. · Frontiers in Earth Science
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