An empirical data point: while we were away at the start of the cold snap, the milkperson ignored our note and made a delivery. So when we got back there were two milk deliveries, one of which had been there for a couple of days ad one of which had been freshly delivered that morning. The first delivery was frozen solid, the second was still liquid.