The calendar system has been changed several times over the centuries, see the calendar faq.
Even the Julian Calendar (+/- 45,46 BC?) is only slightly BC. Before that there was the (old) Roman calendar
http://www.tondering.dk/claus/calendar.html
Julian Dates (Julian Day count) is not a calendar. It is simply the number of days or Earth rotations counted from a specific point in time. This count can always be converted to a proleptic calendar no matter whether that calendar was in use at the time or not.
In this respect Julian Date is confusing because it has nothing to do with the calendar introduced by Julius Caesar. Joseph Scaliger who proposed the Julian Day count and to have it started in 4713 BC named it after his father Julius Scaliger. See:
http://quasar.as.utexas.edu/BillInfo/JulianDatesG.htmlUnfortunately, today there seems to be a consensus that Julian Date refers to the whole Julian Day number (including fractional part) whereas Julian Day refers to the integer part only. Since there is no year/month/day, the numbering should simply be called Julian Day as opposed to a Julian date of the Roman Era.