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Evaluating Research Quality With Large Language Models: An Analysis Of Chatgpt's Effectiveness With Different Settings And Inputs

Abstract

Evaluating the quality of academic journal articles is a time consuming but critical task for national research evaluation exercises, appointments and promotion. It is therefore important to investigate whether Large Language Models (LLMs) can play a role in this process. This article assesses which ChatGPT inputs (full text without tables, figures and references; title and abstract; title only) p

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