Shareholders prefer high risk projects when facing a high probability of bankruptcy because

High risk projects usually bring high rewards.

Shareholders have the residual claim on a company.

Creditors have the residual claim on a company, and therefore bear the risk.

There is a good chance the government will rescue them in bankruptcy.