How does the study ensure transparency and reproducibility of its findings?

The study provides details on the classification prompts in Appendix A, the validation procedure in Appendix B, and classifies a sample of public WildChat messages for additional transparency. A repository containing all code run to produce the analyses in this paper is available on request.