Yes. About 1 out of 5-10 times, the TSA agent will ask to look in your bag after seeing it on the Xray. In fact, I became part of a TSA training moment when a supervisor pointed out to a trainee that some people from the South take farm equipment to sporting events.
Trainee, "I cannot comprehend why anyone would do this, but now I know."