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Beyond citation-based metrics: Measuring interdisciplinarity via SBERT semantic embeddings and its heterogeneous effects on citation impact.

PLoS One · 2026 · PMC13390828 · PMID 42485315

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For convergent validity, the SBERT‐based semantic interdisciplinarity indicator showed moderate but highly significant positive correlations with the two conventional metrics (r = 0.333–0.347, p < 0.001), confirming it captures shared aspects of interdisciplinarity with traditional reference-based measures.

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