*puts on logician hat*
The forms of the two arguments and the flaws in them are not exactly the same.

The Nellie argument is wrong because of a false premise. The nuclear-powered planes one is wrong because of missing information (or possibly the lack of an adequate default logic).
*takes of logician hat*

Sorry! It's just logical argument is my thing and I can't help getting technical and geeky about it.