You make it far too complicated. Credibility is a granular thing (many degrees) all the way to the truth or away from it. The more information you get, the more potential credibility it has. Some joker posting on the Internet that he met with a retired miltary guy, provides no details, and confirmed the conspiracy was true because the "vet shamefully looked down and shook his head" is laughable.