The embryo is genderless until Day 5 from what I've read...
Gender is determined upon fertilization depending on the genetic material provided by the parents. The embryo can't be without gender.
ETA: I stand corrected by @ronott1 that the genetic information from the rooster has any part in it. But, it's still true that genetic information determines gender and the embryo can't be without gender.
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