Update README.md

README.md

@@ -20,3 +20,27 @@ The CUBBITT model was published as:
 
 Popel, M., Tomkova, M., Tomek, J. et al. Transforming machine translation: a deep learning system reaches news translation quality comparable to human professionals. Nat Commun 11, 4381 (2020). https://doi.org/10.1038/s41467-020-18073-9
 
+## Inter-Annotator Agreement
+
+Two random annotators obtained the same dataset. The kappa score is 0.67 (substantial agreement). 
+
+Confusion matrix
+
+
+
+
+Full report on agreement
+
+    Simple Kappa Coefficient
+              --------------------------------
+              Kappa                     0.6757
+              ASE                       0.0146
+              95% Lower Conf Limit      0.6470
+              95% Upper Conf Limit      0.7044
+
+                 Test of H0: Simple Kappa = 0
+
+              ASE under H0              0.0154
+              Z                         43.9031
+              One-sided Pr >  Z         0.0000
+              Two-sided Pr > |Z|        0.0000