It was an open secret in the profession at that time that Mr. Field had very explicit documentary evidence that would have made Mr. Evarts very uncomfortable had the Bar Association thrown down the gauntlet.
If you refer to something as an open secret, you mean that it is supposed to be a secret, but many people know about it. It's an open secret that the security service bugged telephones. Something supposedly secret but in fact generally known