This is probably a stupidly basic question but:

Are freezing/boiling points of substances completely hard numbers? By that I mean, can water in liquid form exist below 0 degrees celsius, or likewise can it exist at above 100?

I'm aware that running water cannot freeze as easily as standing water, but is that because the movement of the water raises the temperature or what?