An answer by Ubuntu was deleted, wrongly, in my opinion, as not being an answer.
He is offering an alternative answer which can be discussed as to how probable it is for Venus to be captured as is. He starts with a polite preamble but that is no reason to jump and delete the answer.
To those with < 10 k, https://i.sstatic.net/U3rLz.png