I may have spoke too soon... What I described above is how it is going to work when we next update the website. I think now, it's where you first created the map or where you last saved it. I'm not positive here though. In general, moving foward, we will more often be opening web maps in arcgis.com by default rather than Explorer Online.
Thanks,
Mike