I'm trying to find out the font used for the B and S on this page.

A few fonts with simplified versions of the capitals: Initials Gothic C https://www.myfonts.com/fonts/alterlittera/initials-gothic-c/
Medieval Caps BA https://www.myfonts.com/fonts/bannigan/medieval-caps/ Merona https://www.myfonts.com/fonts/intellecta/merona/ Gothic Initials Three https://www.myfonts.com/fonts/gallofonts/gothic-initials-three/
Don
More: Hours in the Rain http://www.dafont.com/hours-in-the-rain.font?fpp=100&text=BS Queen & Country http://www.dafont.com/queen-country.font?fpp=100&text=BS Gotische Majuskel http://www.dafont.com/gotische-majuskel.font?fpp=100&text=BS
Don
Worth browsing: Some initials digitized by Dick Pape http://luc.devroye.org/fonts-72670.html
Don
Camelot Caps by House of Lime http://www.fontspace.com/house-of-lime/camelotcaps Used to be available at the House of Lime website. Moved? Gone/
Don
This could perhaps be the closest I have seen to your _S_: Genzsch Initials from House of Lime http://www.fontspace.com/house-of-lime/genzsch-initials
Don
If you want the detail of the fancy initial caps -- too complex for a font -- I recommend a visit to the Aridi website. http://www.aridi.com/index.php/about-aridi-arts?id=41
Note that the names are confusing, but the products are excellent.
Don
Less to the point than Don’s detailed list, perhaps here you can find something, not necessarily similar, but in the genre: http://www.dafont.com/theme.php?cat=404&text=BS+bs&af=on
Add to the list: Goudy Text MT Lombardic Capitals http://www.myfonts.com/fonts/mti/goudy-text-mt/
Don
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