
Err on the side of something
Risk Aversion
The phrase suggests choosing a less risky option when unsure about a decision. 
Metaphorical Edge
Imagine standing at a crossroads; one side is safer. You 'err' towards safety. 
Subtle Uncertainty
Using 'err on the side of' suggests there's some doubt or uncertainty involved. 