People typically don't use fair dice. There's often a much higher than 1/20 chance of getting a particular result

Dice are polished to remove molding marks, which also rounds off edges and makes faces different sizes

Yep! But there's typing that out, and then there's experiencing it first hand, and the latter can be surprising. ;)