Sentence:  They were reluctant to appoint sheriffs to protect the property , thus <WSD>running</WSD> the risk of creating disturbances such as that on the Vermejo , and yet the cowboys protested that they got no salary for arresting cattle thieves and running the risk of being shot . 
Meaning of the word marked with <WSD> tags:  take a risk in the hope of a favorable outcome