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As a first step, you can see from the JSON above that there is quite a bit of metadata at the root of the response which we are not really interested in for the purposes of this exercise.
Another approach consists in producing metadata at the sources to indicate when the produced elements can be safely processed without incurring the risk of late arrival of further out of order elements.
The system maintains a central registry of experiments and provides a reliable mechanism for storing the data and metadata at the various storage layers of the LCLS computing infrastructure.
Metadata at the "layer level" contains a link to the original data source.
Available metadata at the "feature level" include many more parameters beyond those shown in Figure 6.
Consequently, for simplicity, WholeCellSimDB stores option and parameter values and all other metadata at the simulation batch level.
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Since location metadata is essential for phylogeography our inclusion criterion was for each sequence to have a location metadata value at the governorate level.
Currently, a lot of scientific experiments are beginning to adopt the "new" Big Data technologies, in particular for metadata analytics at the LHC, hence the reason for the presented study.
With this in mind, we have carried out a thorough study of the level of annotation of the initial protocol metadata deposited at the SRA.
Metadata collected at the time of sampling included various demographics and a medication history for each patient (Supplementary Tables S1 and S2).
To achieve this, the DCCs of the ENCODE and modENCODE projects worked closely with the data providers, developing guidelines and stipulating the metadata required at the point of data submission by participating labs (14).
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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