The 555 rule is definitely a very useful tip ^
Anyway, I've noticed that if the driver does not want to turn on the meter, another way to get a quite faire quotation is to speak a bit of Thai.
You'll save some money by asking how much it will cost and negotiating the price in Thai. This is what I've experienced.