I wouldn't want this to become a tit for tat about who was the real democracy in the war: I'm perfectly happy to say that every participant fell far short of democracy. But the democratic peace folks are making a seemingly predictive, scientific claim using a really fuzzy and emotionally laden term like democracy that's easy to bend to mean whatever you like.
If there's something that's meant beyond my "US/UK and their allies don't fight each other" idea, I'm all for hearing it out. What are some of the countries considered democracies by the democratic peace proponents that aren't in that alliance and seem not to have been in a war with that alliance due to the fact that they're democratic and not autocratic?
I do concede that there it isn't inherently an error to say one country is more democratic than another, and that the Ottomans and Austria Hungary clearly end up on the losing side of that comparison.
You wouldn't imagine a civil war amongst a homogenous culture. I wonder if the Parliamentarians/Royalists or the Unionists/Confederates were more culturally different than the Anglosphere cultures are today.
Germany had tiered suffrage until the 1918 revolution.
"This distribution meant that a first-class vote had 17.5 times the value of a third-class vote." and "... one result of which was that the industrialist Alfred Krupp was the only person able to vote for the electors in the first class in Essen."
The Austro-Hungarian empire was also ruled by a hereditary monarch who was in charge of war and foreign policy.
I admit it's all a bit hand-wavy, but wasn't there a huge difference in nature between the likes of UK and France vs Germany, Austia-Hungary, and the Ottomans?