A. The book may be choose by you.
B. The book may be chosen by you.
C. The book may choose by you.
D. The book is chosen by me.
The given sentence contains one of Model verb (Model Verb = will, shall, can, may, might, could, might, must, would). It is in active voice.
Rule :
Subject + Model verb + be + V3 + Optional Objects.
