premise: By the late nineteenth century, these uses of great and small became obsolete, but to go great guns continued to allude to the loudness, forcefulness, and large size of long-ago cannons and still means to `proceed with considerable momentum, to go full steam ahead, at full bore.
hypothesis: To go great guns still means 'to proceed with considerable moment, to go full steam ahead'.