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In terms of data integration, the data set can be interrogated in conjunction with other pre-existing Reactome data sets e.g. pathway, complex and reaction or with federated data sets hosted elsewhere that share IDs e.g. UniProt, Ensembl and PSI-MOD IDs.
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This process is done by sharing IDs, creating a local configuration structure (LCS) or list of local neighbors, propagating LCSs among the modules, and building up an adjacency matrix based on the LCSs.
Mr Jones's work uncovered shared IDs, poor protection against tampering and data formats that would be easy to fake.
We used BioMart's capability of federating between multiple data sets based on shared IDs to define importables and exportables available for this data set.
Signing up 300 providers is a good start, but not everyone is ready to abandon the traditional worries that shared ID systems pose privacy and legal risks, he says.
It is to note that a sensor will always have a unique serial number, manufacturer and model number, although the devices can share manufacturer ids, device types etc. Fig. 5 Entities and their attributes with respect to the discussed use case.
While it's clear that some third-party developers did share unique IDs that are associated with user accounts, there is no evidence that private information was disclosed.
Authorize ORCID to share your ID with Duke.
That said, even if this were the (less than helpful) approach, others are reporting the issue when the recipients don't share an ID.
She claimed on a recent day that she was of age to work — prostitution is legal in Colombia starting at 18 — but would not share an ID to prove it.
His Twitter page, for instance, displays the cover from Eckhart Tolle's "A New Earth," which counsels against displays of ego, while his Twitter feed itself contains its share of id-driven industry hype.
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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