Towards Objective Abstracts and Keywords: The Helpful Hand of GenAI

Research Data for: "Towards Objective Abstracts and Keywords: The Helpful Hand of GenAI" This repository contains the complete dataset supporting the findings presented in the article "Towards Objective Abstracts and Keywords: The Helpful Hand of GenAI," scheduled for publication in the Journal of Scholarly Publishing. The data tracks a two-stage experiment involving Large Language Models (LLMs): Generation: LLMs were used to generate abstracts and keywords for a set of scholarly articles. Evaluation: A separate LLM was used to objectively assess the quality, relevance, and objectivity of the GenAI-generated outputs against the original author-written versions. This dataset is organized into three files: the generative prompts, the raw GenAI outputs, and the final comparative evaluation scores. The data enables full reproducibility of the analysis and conclusions presented in the paper.