AThompsonCO on "How to I get rid of the comment box?"

When I upgraded to the newest version of wordpress all the sudden I get a "leave a reply" box on the bottom of every page.

I went into discussion and un-clicked the allow comments so I am not sure what the next step would be.

Thank you!