The detail that would provide the best support for the main idea in the paragraph is:
"The cake was created by accident, when a local baker mixed up the amount of butter to use in a coffee cake recipe."
This detail directly relates to the origin story of Gooey Butter cake, which is a significant aspect mentioned in the paragraph.