Academics unable to assess reputational and employment risk from controversial personal history

Academics and researchers face uncertainty about whether their personal life controversies could lead to termination, but lack transparent information about what behaviors result in firing across institutions. They cannot benchmark their situation against precedent or understand institutional policies, leaving them anxious about career stability and unable to make informed decisions about their professional future. Existing resources don't aggregate this sensitive data in an accessible way.