It's the getting of copper particles into the glass that gets me worried about reactions - not the fact that once it's in, it will be fine, and oxygen is sealed away from it.
Thanks for the info about small labels, Gary! I'll ask a moderator to put a score through my wrong comment - I don't want to leave misinformation there.