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As an information center, it comprises a database for metadata information as well as a structured file system.
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Next, it provides APIs for attaching metadata information to applications built using Box.
However, all the above-mentioned resources suffer from a common limitation: they rely completely on the submitted data and do not provide solutions for missing metadata information.
Figure 8 (A) shows the trend over time for the metadata information provided in the archives versus the number of annotation fields that can be harvested after manual curation for human AD priority 1 experiments.
XMI, an industry standard for exchanging metadata information, is an XML-encoded, stand-off format in a sense that annotations about data are not located in-line (i.e. within the data).
Variables are automatically designated as quantitative or qualitative based on entries, without the need for any user-provided metadata information.
Several value-added databases invest manual curation effort to enrich metadata information for gene-expression studies.
MetaRNA-Seq currently has metadata information for 1508 human RNA-Seq studies and is updated every quarter.
The underlying metadata information for any gene expression study has been underrepresented and thus is largely under-utilized.
Nephrologists were given a Microsoft Excel spreadsheet for entering the required metadata information (e.g., field name, data type, value range, and presentation style) about each measurement in each case report form.
The Post-Processing side allows you to automatically sort and rename completed files, download album art, fix metadata information for the songs, and delete extra files like playlists.
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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