OpenScholar_ExpertEval is a collection of interfaces and scripts for expert evaluation and data assessment, designed to support the OpenScholar project. This project provides detailed human evaluation of model-generated text through retrieval-augmented language model synthesis of scientific literature. The background of this product is based on research projects by AllenAI, offering significant academic and technical value to help researchers and developers better understand and enhance language models.