The 38-year-old Scherzer was forced to change his glove after also having his hands checked by Cuzzi before he took the mound in the bottom of the third inning.
He had allowed just one hit and had three strikeouts at that point.
It was the fourth career ejection for Scherzer, but the first one in a game that he was pitching. The previous three had come with him on the bench.
It’s the second incident in MLB this season regarding the topic of sticky substances. After a first warning, New York Yankees pitcher Domingo German was again told to wash the rosin from his hands one inning later during a game Saturday, which led Minnesota Twins manager Rocco Baldelli to be ejected for arguing that German should’ve been tossed for not complying.
The Associated Press contributed to this report.