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  • Do metadata documents contain their own identifiers and other ones  for the data? 

  • Are the protocols for resolution of data and metadata identifiers universally implementable?  Are they open? Are they  free?

  • Is there a license document for both the data and its associated metadata which is retrievable by humans?

  • (WIP input needed): questions that speak to other dimensions

Level 2 - FAIR data

Data, conformed to a local model, is cataloged (i.e. a metadata record of existence is created), and data resides in a data lake.

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Governance processes may have other names. They focus on conflict resolution, reconciliation, and community building.

Level 2 - FAIR knowledge

Designated roles start to take shape in the company. 

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 "Vendors" (e.g. publishers) and "service providers" (e.g. CROs) curate, distribute, and generate data and play a role in the FAIR knowledge ecosystem. 

Level 2 - FAIR tools and infrastructures

At this stage, the following are likely to be implemented (at least in some departments, do not need to be company-wide):  Tools introduced to capture and publish metadata; Tools to work with controlled vocabularies; Tools to work with / manage persistent identifiers (PIDs).

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