Junction point only resolves to GUID

I started getting some replication errors in DFS, which led me to a replicated folder containing a junction point. When I run "dir /al" on the directory, it shows the junction point, but instead of a target name it just shows D:\System Volume Information\DFSR\Private\<GUID>. Am I right in assuming this means the target location is no longer valid? When I try to open the folder/junction, I just get an error. It's possible I don't have access to the target location though.