This is a BioBERT based model trained on a set of manually annotated texts with causation labels, tasked with classifying a sentence into different levels of strength of causation. This rating-pubmed version is tuned on the dataset provided in a published article Yu et al. (2019) Detecting Causal Language Use in Science Findings.