Calderwood congratulated Motherwell on their victory, but said he believed the Dons deserved something from the game.
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The defeat ended Aberdeen's hopes of finishing third and securing a Uefa Cup spot.
"We knocked the ball about well on a difficult pitch and sometimes it's just not your day in football," added Calderwood.