Arthur - Season 19 Episode 9 -

After seeing a false science show featuring a creature called a 'Megatoad' that is apparently real, Buster believes in the claims, but when his friends inform him that the show was cancelled for being untruthful and that the Megatoad is a myth, Buster decides to never believe in anything ridiculous again.