The markup for a citation is double question marks. The em dash character is part of the rendering.
For instructions, refer to the Atlassian help page:
Confluence renders the double question marks as follows in the XHTML:
If you want the citation to be inline, rather than a separate paragraph, you can remove the paragraph breaks around the citation, in the Source Editor.