Not really an option right now, but I think it's the disc anyway.
It pisses me off that DVD media is so sensitive. I am obsessive-compulsive in the way I handle and store my discs, but I still have these problems. Protective/replaceable cartridges should have always been part of the standard for optical drives and media 😡