That's surprising to me, because the author of that book recently re-advertised his long post about a hard-line definition of a "unit" test

https://www.artima.com/weblogs/viewpost.jsp?thread=126923

I think the properties you list are good ones, but if you drop the word unit from your post the advice is just as good and you can't get mired in ontological discussions