I put my lid on like 3/4 of the way. somewhat protects the water from dust/stuff getting in, and somewhat protects from splashing out, but still allows for good gas exchange. I do think it's important to allow for good exchange, and in a bucket, especially one that is very full with little air volume, you're probably not getting much exchange occurring.
In the DC Metro Area? Check out GWAPA