About
Coverage gaps: absence in the data is not absence in the world
The work least visible in academic databases is not the least valuable. It is the work published where nobody indexes.
#coverage gaps
About
Quality Assurance
Auditing a pipeline: sample by hand, because automation checks format not truth
Automated checks confirm that data is well-formed. They cannot confirm that it is right.
About
Why a registry matters: the alternative is everyone rebuilding the same list
Without a shared reference, every institution, funder and analyst maintains their own version — all slightly different, none correctable.
Scholar Profiles
Scholar profiles: what belongs, what does not, and who decides
A profile aggregates public facts into something that did not previously exist as a whole. That changes what should be in it.