A recent study of dice rolling showed tbat d6 with curved corners and pips were actually twice as likely to roll a one then the other numbers. You would need d6 with flat straight edges and numbers instead of pips. Casino gambling dice should be the most likely trustworthy dice.
Raymond, could you provide a citation? That seems odd.