In my part of the woods it's more about grammar rules and situation where every noun has designated gender. A helicopter, a car, an airplane, a tank, a bike; every one of those has a male gender.
Opposite to that: a kitchen, a washing machine, a spoon, a tub etc. are all feminine nouns. :-)