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Keywords: Large language models
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Journal Articles
Tourism Review 1–21.
Published: 05 February 2026
... prompting; (3) automated scoring of each review by two large language models (GPT-4o and Claude 3 Haiku) on a continuous 1.00–5.00 scale; (4) creation of a results matrix combining human and simulated ratings; and (5) statistical and topic-based analysis, including bias, MAE, RMSE, correlation, LDA, and two...

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