What makes you think that "catastrophicness" isn't grammatical? It may not be commonly used, and it may not have the tone you're after, but it's a perfectly valid word. You take the adjective "catastrophic" and tack on the suffix "ness" to make it a noun. I like the word. If the tone fits, you could just go ahead and use it.

"Catastrophicity" might be closer to being conventional.