Koalas are often referred to as bears, but this can be a misnomer. Though their scientific genus, Phascolarctos, translates as "pouched bear", koalas aren't customers of the bear, or Ursidae household.thirteen Koalas are literally more closely linked to kangaroos, bandicoots and possums than legitimate bears. Koalas are marsupial mammals, meaning