Noun Possibility

Teachers, I've been having this question about the noun possibility. Here's a sentence with it: There is a possibility that he will go back to Seattle. I'm wondering if the preposition OF was dropped before that clause since prepositions can't be used before that clause. I know that OF is sometimes used to sign that the word after OF is the subject of the noun before OF, like in "the arrival of the Queen.". Thanks!