Beyond citation-based metrics: Measuring interdisciplinarity via SBERT semantic embeddings and its heterogeneous effects on citation impact
A novel semantic interdisciplinarity measure based on Sentence-BERT (SBERT) embeddings is introduced, which directly captures cross-disciplinary knowledge integration at the textual level, and its heterogeneous relationship with citation impact across the full spectrum of scientific disciplines is tested.