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文档润色流和知识库构建流/claude-scholar/skills/nature-data/references/source-basis.md Normal file
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# Source Basis
Use this file when a user asks why a rule exists, wants primary-source justification, or needs to
audit the `nature-data` skill against real policy sources.
## Source map
| Skill rule | Primary support |
|---|---|
| Original research needs a Data Availability statement. | Springer Nature research data policy says original articles must include a data availability statement and that it should describe available data, location, and access terms. |
| The statement must cover original and reused data, including data that cannot be public. | Springer Nature policy applies to datasets needed to interpret and replicate conclusions and explicitly includes original/reused data and non-publicly shareable data. |
| Supporting data should be public where possible, with mandatory community repositories for some data types. | Springer Nature policy strongly encourages public availability for datasets supporting analysis and conclusions and mandates sharing for community-endorsed data types. |
| Reviewers may need access to underlying data and code. | Springer Nature policy states peer reviewers are entitled to request access to underlying data and code when needed for evaluation. |
| Nature-style statements must expose the minimum dataset needed to interpret, verify, and extend the work. | Nature Portfolio reporting standards describe transparent access conditions for the minimum dataset needed to interpret, verify, and extend research. |
| Materials, data, code, and protocols should be available without undue qualifications, and restrictions must be disclosed. | Nature Portfolio reporting standards state availability is a publication condition and restrictions must be disclosed at submission and in the manuscript. |
| Repositories are preferred over large supplementary files. | Nature Portfolio reporting standards discourage large datasets in supplementary information and prefer repositories; Scientific Data also strongly encourages repository deposition, especially for primary data. |
| Repository choice should prefer discipline-specific, community-recognised repositories, with generalist or institutional repositories as fallback. | Springer Nature repository guidance recommends discipline-specific community repositories where possible, otherwise generalist or institutional repositories. |
| Sensitive data should use safe sharing, controlled access, metadata records, or trusted environments where appropriate. | Springer Nature sensitive data guidance recommends repository use where possible, controlled-access repositories, trusted research environments, and metadata records for non-public data. |
| Human, non-human sensitive, proprietary, and third-party data need explicit rights and access logic. | Springer Nature sensitive data guidance lists identifiable human data, other sensitive data, and proprietary/third-party data as categories requiring special handling. |
| Rawness and reusability should follow community norms. | Scientific Data policy says data should be provided at a level of rawness allowing reuse in line with accepted community norms. |
| FAIR checks should include findability, accessibility, interoperability, and reusability for humans and machines. | Wilkinson et al. formally describe the FAIR principles and emphasize findable, accessible, interoperable, reusable digital objects for people and machines. |
| Dataset citation metadata should include persistent identifiers and core descriptive fields. | DataCite Metadata Schema defines core metadata properties for accurate and consistent identification, citation, and retrieval of resources. |
## Official sources
- Springer Nature, Research data policy:
<https://www.springernature.com/gp/journal-policies/15369670>
- Springer Nature, Data availability statements:
<https://www.springernature.com/gp/authors/research-data-policy/data-availability-statements>
- Springer Nature, Data repository guidance:
<https://www.springernature.com/gp/authors/research-data-policy/recommended-repositories>
- Springer Nature, Sensitive data:
<https://www.springernature.com/gp/authors/research-data-policy/sensitive-data>
- Nature Portfolio, Reporting standards and availability of data, materials, code and protocols:
<https://www.nature.com/nature-portfolio/editorial-policies/reporting-standards>
- Example Nature Portfolio journal reporting standards page:
<https://www.nature.com/npj2dmaterials/editorial-policies/reporting-standards>
- Nature Research, Data availability statements and data citations policy FAQ:
<https://www.nature.com/documents/nr-data-availability-statements-data-citations-faqs.pdf>
- Scientific Data, Data policies:
<https://www.nature.com/sdata/policies/data-policies>
- Wilkinson et al. 2016, The FAIR Guiding Principles for scientific data management and stewardship:
<https://www.nature.com/articles/sdata201618>
- DataCite Metadata Schema:
<https://schema.datacite.org/>
## Notes for future updates
- Check target journal instructions first because Nature Portfolio journals can add field-specific
requirements.
- Check DataCite's latest schema before naming version-specific fields. As of 2026-05-01, the
DataCite schema landing page lists Metadata Schema 4.7 as the latest release.
- Keep this file as a source map, not a long policy mirror. Link to official pages rather than
copying full policy text.