diff --git a/rat/foretold/AmplificationExperiment/readme.md b/rat/foretold/AmplificationExperiment/readme.md
index b4bce3d..d9e6bc9 100644
--- a/rat/foretold/AmplificationExperiment/readme.md
+++ b/rat/foretold/AmplificationExperiment/readme.md
@@ -2,14 +2,14 @@
 
 The markdown code to refer to these images is:
 ```
-![](https:///nunosempere.github.io/rat/foretold/AmplificationExperiment/AggregateEndComparison.png)
-![](https:///nunosempere.github.io/rat/foretold/AmplificationExperiment/AggregateEndNAF.png)
-![](https:///nunosempere.github.io/rat/foretold/AmplificationExperiment/AggregateEndOC.png)
-![](https:///nunosempere.github.io/rat/foretold/AmplificationExperiment/AggregateScoreAcrossTimeNAF.png)
-![](https:///nunosempere.github.io/rat/foretold/AmplificationExperiment/AggregateScoreAcrossTimeOC.png)
-![](https:///nunosempere.github.io/rat/foretold/AmplificationExperiment/AverageScoreAcrossTimeOC.png)
-![](https:///nunosempere.github.io/rat/foretold/AmplificationExperiment/MarginalImprovementComparison.png)
-![](https:///nunosempere.github.io/rat/foretold/AmplificationExperiment/QuestionsAcrossTimeWithPrior.png)
+![](https://nunosempere.github.io/rat/foretold/AmplificationExperiment/AggregateEndComparison.png)
+![](https://nunosempere.github.io/rat/foretold/AmplificationExperiment/AggregateEndNAF.png)
+![](https://nunosempere.github.io/rat/foretold/AmplificationExperiment/AggregateEndOC.png)
+![](https://nunosempere.github.io/rat/foretold/AmplificationExperiment/AggregateScoreAcrossTimeNAF.png)
+![](https://nunosempere.github.io/rat/foretold/AmplificationExperiment/AggregateScoreAcrossTimeOC.png)
+![](https://nunosempere.github.io/rat/foretold/AmplificationExperiment/AverageScoreAcrossTimeOC.png)
+![](https://nunosempere.github.io/rat/foretold/AmplificationExperiment/MarginalImprovementComparison.png)
+![](https://nunosempere.github.io/rat/foretold/AmplificationExperiment/QuestionsAcrossTimeWithPrior.png)
 ```
 
 
@@ -17,11 +17,11 @@ The markdown code to refer to these images is:
 
 But do feel free to just copy and paste them.
 
-![](https:///nunosempere.github.io/rat/foretold/AmplificationExperiment/AggregateEndComparison.png)
-![](https:///nunosempere.github.io/rat/foretold/AmplificationExperiment/AggregateEndNAF.png)
-![](https:///nunosempere.github.io/rat/foretold/AmplificationExperiment/AggregateEndOC.png)
-![](https:///nunosempere.github.io/rat/foretold/AmplificationExperiment/AggregateScoreAcrossTimeNAF.png)
-![](https:///nunosempere.github.io/rat/foretold/AmplificationExperiment/AggregateScoreAcrossTimeOC.png)
-![](https:///nunosempere.github.io/rat/foretold/AmplificationExperiment/AverageScoreAcrossTimeOC.png)
-![](https:///nunosempere.github.io/rat/foretold/AmplificationExperiment/MarginalImprovementComparison.png)
-![](https:///nunosempere.github.io/rat/foretold/AmplificationExperiment/QuestionsAcrossTimeWithPrior.png)
+![](https://nunosempere.github.io/rat/foretold/AmplificationExperiment/AggregateEndComparison.png)
+![](https://nunosempere.github.io/rat/foretold/AmplificationExperiment/AggregateEndNAF.png)
+![](https://nunosempere.github.io/rat/foretold/AmplificationExperiment/AggregateEndOC.png)
+![](https://nunosempere.github.io/rat/foretold/AmplificationExperiment/AggregateScoreAcrossTimeNAF.png)
+![](https://nunosempere.github.io/rat/foretold/AmplificationExperiment/AggregateScoreAcrossTimeOC.png)
+![](https://nunosempere.github.io/rat/foretold/AmplificationExperiment/AverageScoreAcrossTimeOC.png)
+![](https://nunosempere.github.io/rat/foretold/AmplificationExperiment/MarginalImprovementComparison.png)
+![](https://nunosempere.github.io/rat/foretold/AmplificationExperiment/QuestionsAcrossTimeWithPrior.png)
diff --git a/rat/foretold/AmplificationExperiment/readme.md~ b/rat/foretold/AmplificationExperiment/readme.md~
index 44b53fc..b4bce3d 100644
--- a/rat/foretold/AmplificationExperiment/readme.md~
+++ b/rat/foretold/AmplificationExperiment/readme.md~
@@ -2,25 +2,26 @@
 
 The markdown code to refer to these images is:
 ```
-![](https://nunosempere.github.io/rat/foretold/AmplificationExperiment/QuestionsAcrossTime.png)
-![](https://nunosempere.github.io/rat/foretold/AmplificationExperiment/QuestionsAcrossTimeControl.png)
-![](https://nunosempere.github.io/rat/foretold/AmplificationExperiment/QuestionsAcrossTimeWithPrior.png)
-![](https://nunosempere.github.io/rat/foretold/AmplificationExperiment/QuestionsScoreEnd.png)
-![](https://nunosempere.github.io/rat/foretold/AmplificationExperiment/QuestionsScoreEndControl.png)
-![](https://nunosempere.github.io/rat/foretold/AmplificationExperiment/AggregateEndComparison.png)	
-![](https://nunosempere.github.io/rat/foretold/AmplificationExperiment/AverageQuestionAcrossTimeComparison.png)
-![](https://nunosempere.github.io/rat/foretold/AmplificationExperiment/MarginalImprovementComparison.png)
-![](https://nunosempere.github.io/rat/foretold/AmplificationExperiment/MarginalImprovementComparison4.png)
+![](https:///nunosempere.github.io/rat/foretold/AmplificationExperiment/AggregateEndComparison.png)
+![](https:///nunosempere.github.io/rat/foretold/AmplificationExperiment/AggregateEndNAF.png)
+![](https:///nunosempere.github.io/rat/foretold/AmplificationExperiment/AggregateEndOC.png)
+![](https:///nunosempere.github.io/rat/foretold/AmplificationExperiment/AggregateScoreAcrossTimeNAF.png)
+![](https:///nunosempere.github.io/rat/foretold/AmplificationExperiment/AggregateScoreAcrossTimeOC.png)
+![](https:///nunosempere.github.io/rat/foretold/AmplificationExperiment/AverageScoreAcrossTimeOC.png)
+![](https:///nunosempere.github.io/rat/foretold/AmplificationExperiment/MarginalImprovementComparison.png)
+![](https:///nunosempere.github.io/rat/foretold/AmplificationExperiment/QuestionsAcrossTimeWithPrior.png)
 ```
 
+
+
+
 But do feel free to just copy and paste them.
 
-![](https://nunosempere.github.io/rat/foretold/AmplificationExperiment/QuestionsAcrossTime.png)
-![](https://nunosempere.github.io/rat/foretold/AmplificationExperiment/QuestionsAcrossTimeControl.png)
-![](https://nunosempere.github.io/rat/foretold/AmplificationExperiment/QuestionsScoreEnd.png)
-![](https://nunosempere.github.io/rat/foretold/AmplificationExperiment/QuestionsScoreEndControl.png)
-![](https://nunosempere.github.io/rat/foretold/AmplificationExperiment/AggregateEndComparison.png)	
-![](https://nunosempere.github.io/rat/foretold/AmplificationExperiment/QuestionsAcrossTimeWithPrior.png)
-![](https://nunosempere.github.io/rat/foretold/AmplificationExperiment/AverageQuestionAcrossTimeComparison.png)
-![](https://nunosempere.github.io/rat/foretold/AmplificationExperiment/MarginalImprovementComparison.png)
-![](https://nunosempere.github.io/rat/foretold/AmplificationExperiment/MarginalImprovementComparison4.png)
+![](https:///nunosempere.github.io/rat/foretold/AmplificationExperiment/AggregateEndComparison.png)
+![](https:///nunosempere.github.io/rat/foretold/AmplificationExperiment/AggregateEndNAF.png)
+![](https:///nunosempere.github.io/rat/foretold/AmplificationExperiment/AggregateEndOC.png)
+![](https:///nunosempere.github.io/rat/foretold/AmplificationExperiment/AggregateScoreAcrossTimeNAF.png)
+![](https:///nunosempere.github.io/rat/foretold/AmplificationExperiment/AggregateScoreAcrossTimeOC.png)
+![](https:///nunosempere.github.io/rat/foretold/AmplificationExperiment/AverageScoreAcrossTimeOC.png)
+![](https:///nunosempere.github.io/rat/foretold/AmplificationExperiment/MarginalImprovementComparison.png)
+![](https:///nunosempere.github.io/rat/foretold/AmplificationExperiment/QuestionsAcrossTimeWithPrior.png)