The golden guns effect can be turned on or off at anytime via the options menu, but turning it off will also forfeit the stat bonuses. Finding all of a weapon's golden parts tints any and all instances of that weapon Max picks up gold, and either raises the gun's damage by 10% or increases the size of its magazine (sometimes with an accompanying visual change), the effect depending on the weapon.