Her Facebook page was taken down this week.
Scheerhoorn's antics excited some web users, with a writer at male-oriented website Guyism declaring "God bless those Kiwis" above a photo of Scheerhoorn. Her photo was chosen as photo of the day on the Canadian website National Post.
Addington Raceway chief executive Shane Gloury was less impressed.
"The horse could've been injured, the woman could've been injured, the driver could've been injured. It was a complete act of stupidity."
The public was also potentially at risk if Smoken Up had taken fright and run into the spectators' area, Gloury said.
Police are also investigating whether an accredited photographer had encouraged Scheerhoorn to enter the track, as witnesses alleged, Gloury said.
However, Justice said he wasn't upset by Scheerhoorn and she played no part in Smoken Up's second place finish.
"I thought at first she just wanted to wish us well. I've had calls from all over the world ... people saying 'I saw your girlfriend on TV'."