Its not expected in Turkey for taxi drivers to be tipped... and bearing in mind that it is something like 100 x more expensive to use taxis here than in Istanbul and virtually anywhere else in Turkey then no one should feel bad or guilty about not tipping.
Not related to the topic as such, but the cost of the Dolmus in this area is also grossly over priced compared to else where in Turkey.