Page "Chief Justice of the United States" Paragraph 12

When the chief justice dies in office or is otherwise unwilling or unable to serve, the duties of the chief justice temporarily are performed by the most senior sitting associate justice, who serves as Acting Chief Justice until a new chief justice is confirmed.