Decision support

Compare standards by the job they do

Place up to three profiles side by side. Focus on architectural role, evidence, and the first limitation to test—not on finding a single all-purpose standard.

Choose profiles

1 of 3 selected

RO-CrateData model / schema

Compare roles before you compare maturity.

The useful question is not “Which standard wins?” It is “Which job must this part of the architecture perform, and what remains uncovered?”

  1. Start with the job

    Decide whether you need guidance, a domain payload, exchange, semantics, governance, or a reusable release.

  2. Map lifecycle reach

    Use the matrix to see where each profile has a direct role. A filled cell is coverage, not a quality score.

  3. Test the boundary

    Read what each option leaves unresolved before judging maturity, confidence, or implementation fit.

See the reach, the gaps, and the evidence.

Read left to right. Lifecycle reach comes first; maturity remains an editorial roll-up, not certification.

Where each profile contributes directly

Coverage shows a recorded role at that readiness stage. It does not imply end-to-end implementation.

Readiness-stage coverage for RO-Crate
ProfilePlanAcquireHarmonizeExchangeLearn + reuse
RO-CrateData model / schemaRO-Crate has no direct role recorded in Plan.RO-Crate has no direct role recorded in Acquire.RO-Crate has no direct role recorded in Harmonize.RO-Crate has a direct role in Exchange.RO-Crate has a direct role in Learn + reuse.
Direct role recordedNo direct role recorded

What each option does not cover

These are design boundaries, not faults. Use them to identify the companion layers your architecture still needs.

RO-Crate

Stage boundary
No direct role is recorded for Plan, Acquire, Harmonize.
Known limitation
Core conformance is deliberately lightweight; interoperability depends on shared profiles and validation beyond the base crate.

Check the fit and evidence behind the map

Use the source, status, and limitation together. A higher maturity label does not erase a scope mismatch.

Detailed comparison of RO-Crate
AssessmentRO-CrateRO-Crate
Purpose & coverage

A JSON-LD metadata document that aggregates data, code, workflows, people, instruments, and contextual entities into a research object.

Best fitPortable dataset packages, workflow exchange, preservation, publication, and handoff between repositories and compute environments.

Readiness stages
ExchangeLearn + reuse
AI-ready contributionBundles the context an agent needs to inspect and reuse a dataset or workflow, but does not standardize table-level ML semantics.
First limitation to testCore conformance is deliberately lightweight; interoperability depends on shared profiles and validation beyond the base crate.
Evidence

E1 + E3 Medium confidence

Formal statusCommunity Recommendation 1.3

ReviewSource-checked · watch

Maturity

Scaling

Recent Community Recommendation; adoption evidence is still scaling

Sources & links