Luke McCowan guided in the first goal after Lennon Miller twice struck the woodwork to frighten the visitors.
As the captain was rested after an abductor complaint, former Dundee player McCowan took Callum McGregor's place in the midfield, while Alistair Johnston wore the armband.
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