One possible cause not mentioned is the expansion of water with increased temperature. One litre of water at 4 degrees weights 3% more than 1 litre at 90 degrees, i.e. there is 3% more water. So this might explain the effect especially if the length of time needed to convert liquid water at 0 degrees to ice, i.e. latent heat, is significant.