AttribRank: An Open and Reproducible Framework for Diagnosing Attribution Sensitivity in Author-Level Research Assessment
This study introduces AttribRank, an open-source Python framework that quantifies how author-level research rankings shift based on evaluation choices like collaboration rules and indicator types, revealing that these variations are structured by disciplinary fields rather than random noise.