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She chose the winner arbitrarily.
In a way that is based on random choice or personal whim, rather than any reason or system.
He picked a restaurant arbitrarily.
The colors were chosen arbitrarily.
They assigned the tasks arbitrarily.
arbitrarily chosen
arbitrarily selected
arbitrarily assigned
randomly
haphazardly
capriciously