I would not take that web page as an authoritative source on such fine distinctions. It seems fairly low level.See the first paragraph of this pdf and notice that it is said that to be a scalar magnitude is necessary to have unit of measurement.
Is it correct?
A good example of a naturally occurring dimensionless scalar is the Reynolds number. Another is π.