If I had to hazard a guess, I'd say it was a combination of flock age and too many hens for a single rooster to cover effectively.
Do you have a way to split the flock up and keep the rooster with only about 8 hens?
Have you looked for the blastodisc/blastoderm to see if they're fertile?
Did you...