Society Math Journal Internationalization Toolkit

A discoverability service for society-run journals that automates indexing-compliance metadata, English abstract polishing, and subject classification, starting with mathematics society journals (zbMATH Open, MathSciNet, DOAJ, MSC 2020). New evidence that the Journal of Public Health and Epidemiology also commands an international audience extends the same engine to public health and epidemiology journals via a PubMed/MEDLINE, Global Index Medicus, and MeSH pack. Automated classification ships as editor-confirmed drafts, since comparable text-mining accuracy (about 87% f1) sits below the bar for official certification.