If you look at the 1901 census, the 20 year old Annie Harper listed as an adopted daughter (living with the Sherrick family in Stayner, Ontario) has a child with her who is three years old - a Hazel Harper, listed as "adopted granddaughter". If this was your Annie, she may have emigrated or been sent away to save her family some embarrassment.
M.