Great, eloquent post!
Doubt IS NOT:
an initial assumption that a claim must be false simply because the "skeptic" has never himself seen evidence of it.
Absolutely. And I'd add 'or cannot understand how it could be true'. Both are examples of the appeal to ignorance fallacy.