Carroll, a six-year veteran in his second season as a Hawks starter, missed Wednesday night's game due to a groin strain. Scott, a second-year reserve, is sidelined by a bruised lower back.
Thabo Sefolosha is starting in place of Carroll.
Carroll and Scott have combined to average 19.7 points in Atlanta's first six games.
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