The new organism discovered in the Antarctic by the scientists is made up of the eukaryotic cells and grows in colonies. The presence of eukaryotic cells means that the genetic material is present inside the membrane bound nucleus, and membrane bound cell organelles are present inside the cell. These are the characteristic of the organism belong to the domain of Eukarya.
Hence, the answer is 'Eukarya'.