BioinformaticsbioRxivPreprint
Mapping the Competence Boundary of a Protein Property Model: A Case Study on Plastic-Degrading Enzymes using ProtTrust-XAI
Abdulmujeeb T. Onawole, Rukayat O. Adegoke
The paper introduces ProtTrust-XAI, a framework to assess model trustworthiness for protein properties, showing it can identify reliable predictions and detect distribution shifts in plastic-degrading enzymes.
DOI 10.64898/2026.08.01.742252