The percentage of SISRIS workshop participants (n = 51) self-reporting "average" or "high" or "expert" familiarity with each software tool before the workshop and immediately after the conclusion of the workshop.

 
  Part of: Weeks A, Collins E, Majors TW, Murrell ZE, Paul DL, Sheik M, Shorthouse DP, Zeringue-Krosnick S (2024) Workshop Report: Supporting inclusive and sustainable collections-based research infrastructure for systematics (SISRIS). Research Ideas and Outcomes 10: e126532. https://doi.org/10.3897/rio.10.e126532