That is not the case, because the sea is not homogenously temperate. The further from the path of the Sun water is, the colder it is, to a point at which it freezes. Since the Sun's path traces a locus around the North Pole, it is not particularly surprising that the boundary beyond which Antarctic seawater turns to ice is a similar, broader locus.