Change the Number, Change the Answer: Assessing Rating Scale Sensitivity in LLM-Based Text Scoring.

arXiv:2610.22187v1 Announce Type: cross Abstract: Large language models (LLMs) are increasingly used in computational social science to assign scalar scores to social and psychological constructs. However, studies use different rating scales, and whether their