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Note that the commit point is an important metadata in Paxos replication, which is used to guarantee data consistency for read operation and recovery.
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An example of a particularly important metadata is keywords, which characterize the content of a web page or site and are used by users in their search process.
Files contain a header which describes the kind of data held, together with other important metadata.
This is important metadata, but historically much metadata on what happens in a piece of content or who is involved is entered manually.
"Having spent the last three years running M-GO, I have come to realize how important metadata is — not just to M-GO and companies like it, but to the entire ecosystem," Batter told me in a phone conversation.
Other than these risks, there are cases where important metadata such as encrypted patient information or digital signature for a file is accidentally deleted or the image itself is maliciously doctored.
However, their work corroborates our view: important metadata fields are free-text fields that are not amenable to efficient comparison.
Semantic representation of metadata allows us to easily evaluate whether the data dictionary captures all the important metadata needed for the intended use.
In addition, as Confero requires and leverages various important metadata describing input datasets, it was also necessary that the file format support encoding and passing of such metadata from the upstream workflow in a comprehensive yet independent manner.
In addition, some of the important metadata for these studies are not deposited into these repositories but are found in the publications resulting from these studies.
In both cases the metadata is an important part of the calculation.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com