What is the use case for ScopedValues?

I did some googling about ScopedValues, and generally understand that they are useful for threaded applications, but I’m still not tracking their value against just passing a value as an argument.

Could someone give me a tl;Dr?

You can find a very similar question here: What is the use of ScopedValues beyond web authorization?.