Scientists decided long ago decided that Marsupial species where only ever present on the Australian mainland.....then in 2007, it was discovered that certain marsupial species (previously considered extinct); where thriving in an isolated valley in West Papua.
Just one example how anomalies can change the perception of mass accepted hypothesis'.