WarningWarnings, Caveats and Weasel Words

This section contains out of date information; most of the experiments linked to here are either no longer running or have graduated to be part of a production tool.

 2 minute read.

Background

Crossref Labs was the name for earlier R&D initiatives, which shaped much of what Crossref now enables as foundational open scholarly infrastructure. In 2024 we integrated experimentation, research, and proof-of-concept (POC) work directly into new scalable program and engineering workflows, supported by dedicated data science expertise.

A flavour of past research and experiments

Labs team alumni

Some of the lovely labs ‘creatures’ who helped with much of the above work, alongside numerous consultants and volunteer developers from the community.

Last updated: 2026-June-12