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RESEARCH PRETESTS

Digital Twin research pretests

Explore eight AiMTurk synthetic questionnaire pretests, results, source research and downloadable datasets. These are not human validation.

8completed pretests1,600synthetic responses

Explore the studies

How to read these results

All responses are platform-generated synthetic data, not human samples. The latter four studies were selected after a twelve-study screening run; the other eight outcomes, including flat or opposite patterns, remain in the archive. A classic directional pattern supports exploratory pretesting, not equivalence with human responses.

Download all 12 screening datasets · Download screening results