Link to bioRxiv paper: http://biorxiv.org/cgi/content/short/2020.11.01.364240v1?rss=1 Authors: Pires, D. E. V., Stubbs, K. A., Mylne, J. S., Ascher, D. B. Abstract: Herbicides have revolutionised weed management, increased crop yields and improved profitability allowing for an increase in worldwide food security. Their widespread use, however, has also led to not only a rise in resistance but also concerns about their environmental impact. To help identify new, potent, non-toxic and environmentally safe herbicides we have employed interpretable predictive models to develop the online tool cropCSM (http://biosig.unimelb.edu.au/crop_csm). Copy rights belong to original authors. Visit the link for more info