When faced with the misspelling "schemae", there are a few correct suggestions to rectify the error. One accurate suggestion is to change it to "schemata", the plural form of "schema". Another option is "schemes", which can refer to similar concepts. These corrections will ensure the accurate usage and understanding of the word.