Before revision:  Unfortunately, transparency is a nebulous concept, difficult to both define and quantify .
After revision:  We address both of these issues by connecting disclosive transparency to a "replication room" thought experiment, where the person describing the system attempts to convey the requisite information for a third party to reconstruct it .