By the way I also would say "I got a book." But your teacher and I are not "English teachers" in the same sense. She has to put across an idea of what the English language ought to be: I'm concerned entirely with what it and however it came to be what it is. In fact she is a gardener distinguishing "flowers" from "weeds"; I am a botanist and am interested in both as vegetable organisms.