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$Failed is a special symbol returned by certain functions when they cannot do what they were asked to do.
Get returns $Failed when it cannot find the file or other object that was specified.
See the Mathematica book: Section 2.11.1.
The file missing does not exist in the current path, and so Get fails to find it.
Get::noopen: Cannot open missing.