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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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More "buy-in" is happening: leadership-funded initiatives, commitment to enabling key steps, and Memberships to enabling organizations (e.g. for PIDs ).

(Back to the FAIR Matrix).

Level 2 - FAIR strategy

The first version of the vision, strategy and plan has approval.

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The realization that technical choices, architectures and partnerships have strategic implications, e.g. on the policy and concrete implementation of PIDs, URI, and GUPRIs.

(Back to the FAIR Matrix).

Level 2 - FAIR roles

Key Role: Data Scientist.

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The first champions and teams of various roles mentioned above develop Minimal Viable Products or services showcasing what prototypes can do, prove value and get internal recognition.

(Back to the FAIR Matrix).

Level 2 - Processes for FAIR 

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

(Back to the FAIR Matrix).

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. 

(Back to the FAIR Matrix).

Level 2 - FAIR tools and infrastructures

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Configure existing systems to implement FAIR, e.g., assigning PIDs to key documents, persons in organizational structures dealing with Human Resource, grant management, and publishing (authoring).

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The organization may look for reference "tools", e.g. controlled vocabularies, ontologies, data standards.

(Back to the FAIR Matrix).

Findability:

Tool(s) or infrastructure component which contributes, enhances or enriches Findability:

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