So as I defined it, civilization would consist of three conditions, infrastructure, centralized government, and structured commerce. This goes beyond simple organization, and while some barbarians may have approached civilized society, none of them quite made it.

From a scientific perspective, then, we have been civilized for a far shorter period in human history than barbaric.

Interestingly, I think civilization was a result of moving from a nomadic hunter gatherer culture to agricultural models. In this way, it became easier for individuals to amass a regular surplus of food stores and exchange them for other items of value, thus creating a form of wealth, and eventually a powerbase. This allowed for the provisioning of standing armies used for both invasion and conquest as well as for defense.

The structuring of classes develops in civilizations, resulting in eventual oppression. Physical attributes are insignificant for effective leadership, being usurped by politics and guile. In this way, I consider civilization to be artificial in how it deals with the true nature of man. Yes, we adapt, we become smarter, but without a reliable means of validating intent, we are stuck having to choose leadership based on intangible traits that have little to do with real ability. Over time, this flaw becomes increasingly dominant, until we have what the Romans finally ended up in, or where we are now in our own downward spiral.
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The ultimate result of shielding men from the effects of folly is to fill the world with fools.
-- Herbert Spencer, English Philosopher (1820-1903)