Article
A scale for detecting LLM-generated responses in online survey research
2026-03-21
Abstract excerpt
<p>The rise of LLM-generated respondents poses a growing threat to the integrity of online survey research, yet available detection techniques remain opaque, proprietary, or poorly matched to the problem. In the present project, we propose and evaluate ECLAIR (Exploiting Common Limitations of AI Respondents), a novel framework for developing AI-detection items. We generated synthetic respondents using six LLMs (NT...
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Identifiers and source
- Literature Corpus work
- 4c8270f3-b849-5dd8-bfa7-c9ab42e7df82
- DOI
- 10.31234/osf.io/4p7ns_v5