Is The Ratio of Normal Variables Normal?

In Trustworthy Online Controller Experiments I came across this quote, referring to a ratio metric $M = \frac{X}{Y}$, which states that: Because $X$ and $Y$ are jointly bivariate normal in the limit, $M$, as the ratio of the two averages, is also normally distributed. That’s only partially true. ...