I'm with Abisha--use a tool more suitable for the task. While Calibre is a great program, it's strength is in managing and converting ebooks, which usually have a single author (or at most a small few). Something like
Zotero is specifically designed for cataloging, managing, and citing research papers. I'm sure you can shoehorn Calibre into your workflow, but there are better tools for what you want to accomplish.