The finding that the 20th century was not the hottest of the last millennium is controversial in part because it undercuts the argument that burning oil and other fossil fuels is the leading cause of the current temperature increase. However, if the temperature was even warmer before large-scale use of fossil fuels, perhaps the current warm period reflects natural causes.
Fallacy: single cause