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<p>We are partnering with <ahref="https://pkp.sfu.ca/">Public Knowledge Project (PKP)</a> to develop a high-fidelity, JATS production solution. While JATS XML is the global standard for scholarly content, high costs and technical complexity exclude approximately 80% of open-access journals, largely in the Global South, from meeting these requirements.</p>
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<p> By leveraging existing work and tools and enhancing them with open-source LLMs, this collaboration will develop a free, automated solution that enables any journal to produce standards-compliant, machine-readable metadata.</p>
<p>In collaboration with <ahref="https://www.cometadata.org/">COMET</a> we are advancing the open science ecosystem by building trusted models for community metadata curation and enrichment. Our efforts focus on enhancing metadata completeness, consistency, and interoperability through model training, data extraction, and transparent provenance documentation.</p>
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