Hi Mark
There's a few way to hide it. The easiest might be to add a bit of CSS to your portal stylesheet (Settings > Custom CSS under the persona bar)
div.rvdsf-field-rating {
display: none;
}
After you do that, please test to make sure users can still post reviews.
I hope this helps :)