OK guys, sorry for the confusion. I just noticed that the comments box shows up on some pages (like this one), but doesn't for some others (like this one)
I don't see a setting from within the post editor where you can enable or disable commenting.
And on the Posts screen, I don't see an option to massively enable/disable comments, either.
What am I missing here?