Is there really a slave society in China?

Of course it exists. Before the Zhou Dynasty, China did not realize the enfeoffment system. All tribes are naturally formed and conquer each other. Prisoners of war and those who lost their means of production in the war became slaves and could only survive on the minimum living guarantee. The last battle of Makino in Shang Dynasty was to arm slaves to fight.