The dataset was subsequently split into a train and validation set comprising 80% and 20% of the corpus, respectively. Hence the training and validation datasets are in-distribution with respect to each other. In contrast, there is a slight domain shift to the Materiominer dataset (test set) which entailed scientific literature addressing the correlation between microstructure and structural materials properties. The emphasis on fatigue is slightly weaker in the test set.