Yes it does but I'm pretty sure it's not a 12-string.
It sounds real soft, and "airy". I've heard similiar tones in a lot of other songs, and I've wondered how they did that. Like mic placement, which mic, EQ, etc.
Obviously the kind of guitar matters a lot too.