You are right. Scofield is nonsense.
This from Matthew 21:
42 Jesus said to them, “Have you never read in the Scriptures:
‘The stone which the builders rejected
Has become the chief cornerstone.
This was the Lord’s doing,
And it is marvelous in our eyes’?
43 “Therefore I say to you, the kingdom of God will be taken from you and given to a nation bearing the fruits of it. 44 And whoever falls on this stone will be broken; but on whomever it falls, it will grind him to powder.”
45 Now when the chief priests and Pharisees heard His parables, they perceived that He was speaking of them.
Emphasis v. 43: The kingdom is taken from you.
That temple will never be rebuilt, and there is a mosque in its place to make that clear.