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1 Pith paper cite this work, alongside 10 external citations. Polarity classification is still indexing.

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10 external citations · OpenAlex

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stat.ME 1

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Generative AI as a Safety Net for Survey Question Refinement

stat.ME · 2025-09-10 · conditional · novelty 5.0

A preregistered 2x3 factorial experiment on 262 real survey questions shows GPT-4.0 and a survey-expert persona make ChatGPT flag more, and different, survey question problems than GPT-3.5 or no persona.

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  • Generative AI as a Safety Net for Survey Question Refinement stat.ME · 2025-09-10 · conditional · none · ref 2023

    A preregistered 2x3 factorial experiment on 262 real survey questions shows GPT-4.0 and a survey-expert persona make ChatGPT flag more, and different, survey question problems than GPT-3.5 or no persona.