I
I would assume it's female till day five when the male chromosomes kick in if they are present....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.