Feminized seeds are not more likely to "hermie" than regular seeds. That is a HUGE MYTH.
It is important to understand what kind of plant we are dealing with if you plan on keeping it.
Is it from seed?
Bag seed?
Regular seed?
Feminized seed?
In my opinion, the OP looks like a monoecious hermaphrodite. That means that it was female (XX) but due to some factors, most likely environmental stress, it produced male flowers. If it were a real hermaphrodite, a dioecious hermaphrodite, it would have male flowers growing among female flowers. Dioecious hermaphrodites are somewhat rare when dealing with reputable seed banks.
I might not be seeing it correctly though.
Assuming that it did start out as a female and then produced male flowers, the resulting seeds will be feminized seeds.
These seeds will be very similar to the plant you are growing now. What ever happened to make your plant produce male flowers, the same thing will happen with the plants from the resulting seeds.
If you grew this plant in a good environment and it produced male flowers, I would toss it and get a different variety.
If you fucked this plant with a crap environment (any comb of heat/overfeeding/underfeeding/deficiencies/light too close/not enough light...)
the it might be worth your time to keep it.
If you do keep it, start picking off a bunch of the male flowers, the balls on sticks. (If it has trichomes, it is a female part, if it is a ball on a stick, that is male).
I'm pretty sure some have opened, so you are going to get seeds. If you see white pistils turn color quickly, they have probably been pollinated.
You could try to keep picking off the balls and let it go. You'll get seedy weed, but the seeds will be feminized.
You need to fix what ever caused the plant to turn, or it is just going to keep putting out male flowers.
There is also some sort of reverse spray that I know nothing about. Dutch something?