Update README.md

README.md

@@ -174,10 +174,8 @@ $$
 
 
 
-**Model uncertainty quantification on GoEmotions test set**
-
+**Model uncertainty quantification on GoEmotions test set**  
 The distribution demonstrates strong calibration, as the highest error density correlates with increased epistemic uncertainty. While most high-probability predictions are correct, a small fragment of overconfident incorrects remains likely due to dataset bias or linguistic nuances like sarcasm. These outliers identify a clear opportunity for further refinement using **temperature scaling**.
-
 ![epistemic_unc](outputs/epistemic_unc_scatter.png)