I wouldn't doubt it. As I said in a longer comment. I would be incredibly impressed if any statistical model could perform this. It isn't something even humans can perform. Human reviewers are only capable of determining if a paper is invalid or indeterminate, but not if a paper is valid.
The question really is if they intentionally faked the paper or if they tricked themselves.
I wonder if they faked their paper too.