Hi Johanna,
As a rule of thumb, when ‘plus’ has the positive meaning of ‘more’ , the final ‘s’ will be pronounced . There are some exceptions but that’s the general rule.
When it has the negative meaning of ‘no more’, ‘no longer‘ in ‘ne ...plus’ it won’t be pronounced.
I don’t believe there is a lesson on this at the moment ....