The manual says:
Log Probability Variable lp__ Before version 2.0 of Stan, rather than writing
it was necessary to manipulate a special variable
lp__ as follows
lp__ <- lp__ + u;
The special variable
lp__ refers to the log probability value that will be returned by Stan’s log probability function.