Beats me. I've given it some thought, and I could speculate.
My point was to separate that part out, though. Acknowledging that there must be a scale is the first step. Once we go there, then we can start talking about what goes into producing one. Some folks don't even want to go there (as this article implies)
Being conscious, in my mind, is the ability to observe information and change your mental model of the world based on it. If that definition works, then animals are certainly conscious.
Perhaps sentience is the ability to do that as a community, over time, and about abstract concepts. Monkeys might be able to locate new sticks in their environment, use them to spear fish, and pass that to their offspring. But they couldn't formulate a theory of virtue over several generations. (At least I don't think so) Perhaps that definition is a starting point?
(Just trying to provide you with some kind of answer)