Mechitzah b’peh would be if you tell the women to leave.
In my neighborhood, two different magidei shiur were offered a well paying position to give a gemara shiur, but it was known that there was a woman who wanted to attend. Both asked their respective rebbeim, who both said the same thing; it might or might not be assur, but either way, don’t do it.