You would think so...and sometimes it does work.It occurs to me that heavy-duty plastic tarps might do well here. Considering the pitch, snow should slide right off.
But have seen it not work too, even with much sturdier support for tarps.
First hand experience with a tarped 8' wide cattle panel hoop.
May still have to use roof rake and/or bump from below.