Powering Arduino UNO, Data Logging Shield (Rev B) and RFID Shield

You answered your own question. You want to know if the 3V coin cell is good enough to power the 5V arduino? Probably not.

Not to mention the battery is only wired to the RTC VBat pin and doesn't go anywhere else.