There are two main categories for flowers on dA, the one you suggested is for flowers you find in gardens, parks, fields and so on... but there's a specific category for cut flowers (the one I used).
The tulip in the photo is a cut flower from a bouquet, so the cut flowers' category is definitely the most suitable.
Btw, thanks a lot for all the
s and comments!