CRA offer a "taxpayer relief" program for individuals struggling with a large tax bill. If you qualify, CRA will reduce interest and penalties - but not taxes.
CRA adminstrative errors also qualify for relief as well as extenuating circumstances such as illness or imprisonment.
CRA are not obligated to provide relief so it's important to make a good case.