The solution from the referenced forum post did the trick!
To keep unauthorized users within our organization (students) from logging in to our website with OAuth2, I'll just mention that I had to go under App Access Control (we use Google), add the Internal app, and then select which OU to block in the organization (in case anyone needs help with that step).
From a newbie IT guy, thanks!