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This will reveal many ambiguous and potential problematic identifiers that will not be apparent if only single databases are considered.
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In contrast, the identifier diversity for domain interaction datasets is less problematic as stable Pfam identifiers (Finn et al., 2008) are predominantly used.
However, in many applications the identifiers have to be encrypted due to privacy concerns, which is problematic because linking encrypted identifiers can result in serious complications.
So when someone uses these identifiers -- whether it's sexual orientation, ethnicity or gender -- as an insult, it becomes very problematic.
Acutely problematic.
"It's really problematic".
They were also problematic.
"This is not problematic.
It is fiendishly problematic.
Branding is also problematic.
These interventions are problematic.
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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