For any claim X, exactly one of these is true:
1) X is possible - compatible with the evidence so far.
2) X is impossible - there's a contradiction between X and the evidence so far.
That means asserting the possibility of something is harder than you think. For example, if Bob says: "Epiphenomenalism is possible, therefore <far reaching conclusions>"
Wait, Bob, did you just say it's impossible to find a contradiction between epiphenomenalism and anything else you know? That's an awfully strong claim! You got any evidence?
Bob pulls back: "I meant only that X sounds plausible to me." But that's a fact about Bob's limits of reasoning, it doesn't support the far-reaching conclusions anymore. For that you need to justify (1) over (2), not just assert it.
As we get smarter, it often turns out that past evidence wasn't in fact vague, and watertight arguments were available all along. So it seems wrong to make positive claims because the evidence looks vague to us now.