He offered a plausible explanation for the delay, though no one could confirm it. Plausible means

Correct answer to question 27 (Word Knowledge): believable

Method

Plausible means it sounds reasonable enough to be accepted, without saying whether it is true. That is why false is wrong: the sentence leaves the truth of the explanation open.