1) it wouldn't feel good
2) it wouldn't do good things for my prospects of getting more funding for my lab
3) it would cause a bunch of new onerous regulations to come down on the way I get to work in my lab
4) it would make me wonder if friends and family and neighbors and etc. now regard my profession as the cause of a disaster
I don't think we can expect bankers to decide that excess financial complexity was the cause of the 2008 Fiscal Crisis, or intelligence agencies to decide that excessive meddling in other countries fueled terrorism. It is expecting quite a lot to think that scientists will decide that scientific research is what caused this problem.