To the vast majority of users, Linux is just as much a black box as
Windows.
Indeed, I think my Tivo DVR runs Linux, and in principle I have access
to the
source, but I would no more consider trying to fix a bug in it than I
would
remove my own appendix.

Given the whole range of programs and projects, some open, some not, I
find
it hard to say that I have more confidence in one class than
another ...
compare Adobe Acrobat to GCC?

In the realm of computer algebra systems, one trick is to do the same
computation in different systems.
If you get different answers, one or all of them are mistakes.
If you get the same answers, all of them are either correct or all of
them are wrong.  That last possibility is unfortunately credible; I
have encountered a number of  "system independent" errors.
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