OK, I git it.

Clicking on the "aperture symbol" (it has "C" inside as the scanner was calibrated) is asking the scanner to be smart. Not a good idea. I found out that after calibrating a straight scan does the best job (if the film was exposed reasonably well). So now my scans look reasonable.