Scientific publishing and peer review is undergoing a revolution, suggesting there has been something wrong. Yes; its lack of transparency is motivating a drive for 'open science.'
If it's a problem in a field open to observation and visible in the here and now—biomedical research—what about evolution, which is based on events and extinct life forms that are claimed to have existed eons ago?