Maximizing human effort for analyzing scientific images: A case study using digitized herbarium sheets.

Our results provide a best-practices basis for using human effort to annotate images of plants. We show that scalable community science mechanisms can produce high-quality data, but care must be taken to choose tractable taxa and phenophases and to provide informative training material.