Metrics literacy should be a condition of committee membership
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Abstract
Panels routinely make consequential judgements using indicators whose construction and limits they have never examined. The analysis draws on a corpus assembled from institutional repositories, preprint servers and publisher metadata feeds, and the full dataset together with the code needed to reproduce every figure is deposited under a permissive licence. Limitations, including coverage gaps in non-English sources, are set out in the discussion.
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