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While at Odum, Sophia also helped lead the development of a data curation and verification service for journals to help enforce data sharing and replication policies, which included verifying that data meet quality standards for reuse and that the data and code can properly reproduce the analytic results presented in the article.
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Encrypted XML documents with a timestamp enforce data security requirements legitimately.
Each culture collection is independently responsible for the maintenance of data associated with their microbes, there is presently no enforced data harmonization and information sharing mechanism is available.
Standards, practices, and infrastructure for full research reporting and data sharing need to be developed and enforced.
The data sharing policy model was based on the assumption that a funding agency would enforce the sharing of data.
Data sharing.
Improve data sharing points.
See also genomics data sharing.
Would complete data sharing make a difference?
Sullivan for data sharing.
Turn off data sharing.
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