“…Our work aims to help researchers and practitioners identify relevant repositories for their use cases, offering a trade-off between accuracy and volume to many who have manually annotated repositories using Borges et al (2016)'s classification (Bi et al, 2021(Bi et al, , 2022Coelho and Valente, 2017;De Stefano et al, 2020Hata et al, 2022;Hayashi et al, 2019;Rehman et al, 2022;Tamburri et al, 2019) or intend to use it in future work (Bayati and Heidary, 2019;De Stefano et al, 2022;Wu, 2020;Wu et al, 2020a,b;Zhang et al, 2020). For example, Bi et al (2022) manually annotated 1,000 repositories in terms of their application domain using the Borges et al taxonomy to investigate release note production and usage of release notes in practice, and Hayashi et al (2019) manually annotated 969 repositories in terms of their application domain to investigate the impacts of daylight saving time on software development.…”