SYDNEY — Australians overwhelmingly voted against a constitutional amendment on Saturday that would have recognized the country’s Indigenous peoples and provided them with an advisory body, or “Voice,” to Parliament.

The heavy defeat had been predicted by polls but nonetheless came as a crushing blow for many Aboriginal and Torres Strait Islander peoples, who saw the referendum as an opportunity for Australia to turn the page on its colonial and racist past.