diff --git a/README.rst b/README.rst
index a054902..a967504 100644
--- a/README.rst
+++ b/README.rst
@@ -5,14 +5,13 @@ WDdata
 
 About
 -----
-|githubWDmodel| |docsWDmodel| |githubWDFitPhot|
+|githubWDmodel| |docsWDmodel|
 
 This ``WDdata`` repository contains combined HST Cycle 20 and Cycle 22 DA White
 Dwarf (DAWD) photometry (GO 12967, 13711, P.I. Saha) and ground-based
-spectroscopy. This data can be used together with the ``WDmodel``  or the
-``WDFitPhot`` calibration code to infer the SEDs of the DAWDs from their
+spectroscopy. This data can be used together with the ``WDmodel`` to infer SEDs of the DAWDs from their
 observed spectroscopy and photometry. The data are described in Calamida et al.
-(2018, in prep) and the analysis in Narayan et al. (2018, in prep).
+(2018, submitted) and the analysis in Narayan et al. (2018, submitted).
 
 Click on the badges above  for code, licensing and documentation.
 
@@ -24,10 +23,6 @@ Click on the badges above  for code, licensing and documentation.
     :alt: Documentation Status
     :target: http://wdmodel.readthedocs.io/en/latest/?badge=latest
 
-.. |githubWDFitPhot| image:: https://img.shields.io/badge/Github-taxelrod%2FWDFitPhot-blue.svg
-    :alt: Github Link
-    :target: http://github.com/taxelrod/WDFitPhot
-
 
 Structure
 ---------
@@ -41,8 +36,11 @@ This data release contains::
 |        │   ├── src                         - instrumental magnitudes + scripts to regenerate apparent magnitudes
 |        │   ├── WDphot_ILAPHv3_abmag.dat    - Apparent magnitudes of C20+C22 targets + CALSPEC primary standards as ABmag
 |        │   └── WDPhot_ILAPHv3.dat          - Apparent magnitudes of C20+C22 targets + CALSPEC primary standards as Vegamag 
-|        └── spectroscopy                    - spectroscopy directory
-|            ├── gemini                      - Gemini GMOS spectroscopy of C20 targets
-|            ├── mmt                         - MMT Blue Channel spectroscopy of C20+C22 targets
-|            ├── imacs                       - A lone Magellan IMACS spectrum we got to assess the suitability of IMACS 
-|            └── spectable_resolution.dat    - Upper limits on the resolution of each spectrum + any wavelength shift to be applied
+|        ├── spectroscopy                    - spectroscopy directory
+|        │   ├── gemini                      - Gemini GMOS spectroscopy of C20 targets
+|        │   ├── mmt                         - MMT Blue Channel spectroscopy of C20+C22 targets
+|        │   ├── imacs                       - A lone Magellan IMACS spectrum we got to assess the suitability of IMACS 
+|        │   └── spectable_resolution.dat    - Upper limits on the resolution of each spectrum + any wavelength shift to be applied
+|        └── out
+|             ├── <specname>                 - Files containing the SED, and fit properties for each object's best spectrum in spectroscopy dir 
+|             └── tables                     - Contains summary tables of photometric residuals, fit results, synthetic photometry