Question: are eggs actually baby chickens?
Answer: Until it is incubated, a fertilized egg is the potential to become a baby chicken, nothing more. An unfertilized egg from the grocery store does not even have this potential because hens in large commercial barns have never even seen a rooster and never will, and so have never mated and no sperm has been transferred.