Though I am not a taxman, I have done many returns.
Yes, the IRS can dictate how taxes are filed.
It really hinges on how a 'hobby'is ran.
Is it ran as a hobby or is it ran in a business manner designed to make money is the 'test'.
Read the brief explanation at IRS.gov
IRS Hobby or Business
obg