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ADA: AUTOMATED DOCUMENT ASSESSMENT The manuscript assessment solution for publishers

ADA: AUTOMATED DOCUMENT ASSESSMENT The manuscript assessment solution for publishers. Nishchay Shah Senior Vice President, Technology Editage / Cactus Communications # AdaByEditage. Photo by Rishi Deep on Unsplash. 290k+. AUTHORS. DATA SCIENCE LAB. 100+. TECH. 1mn. AI LAB.

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ADA: AUTOMATED DOCUMENT ASSESSMENT The manuscript assessment solution for publishers

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  1. ADA: AUTOMATED DOCUMENT ASSESSMENTThe manuscript assessment solution for publishers • Nishchay Shah • Senior Vice President, Technology • Editage / Cactus Communications • #AdaByEditage Photo by Rishi Deep on Unsplash

  2. 290k+ AUTHORS DATA SCIENCE LAB 100+ TECH 1mn AI LAB PAPERS NLP LAB #AdaByEditage @editage

  3. THE CHALLENGE • Photo by Alvaro Reyes on Unsplash #AdaByEditage @editage

  4. THE CHALLENGE Up to 4 month waiting period for a journal response. Editorial desk screening is largely manual. Avg. 21% submissions rejected during the initial review by journal editors across disciplines.1,2 1 Schultz DM (2010). Rejection rates for journals publishing in the atmospheric sciences. Bulletin of the American Meteorological Society, 91(2): 231-243. doi: 10.1175/2009BAMS2908.1.] 2 Thomson Reuters (2011). Increasing the quality and timeliness of peer review: A report for scholarly publishers [white paper]. Available at: http://scholarone.com/media/pdf/peerreviewwhitepaper.pdf #AdaByEditage @editage

  5. THE CHALLENGE Increased research output from Asian countries where English is not the primary language – volumes double in 6 years.3 Poor English is one of the top 5 reasons why the paper is rejected4. 3Thomson Reuters (Scientific) Inc. Web of Science, (Science Citation Index Expanded), 4https://www.elsevier.com/connect/confessions-of-a-managing-editor-or-6-reasons-im-returning-your-manuscript #AdaByEditage @editage

  6. THE SOLUTION Ada Lovelace, Credit: Science Museum, London #AdaByEditage @editage

  7. Trained dedicated engines for identified correlates 120,000+ manuscripts Identified writing quality correlates over 50,000 expert--assessed manuscripts 35 correlates identified OUTPUT Binary readability score Other language and manuscript metrics Devised and calibrated quality estimation algorithm self-calibrating algorithm #AdaByEditage @editage

  8. Output Example #AdaByEditage @editage

  9. TOWARDS “TOTAL MANUSCRIPT ASSESSMENT” READABILITY ETHICAL COMMERCIAL DECLARATIONS FUNDING BODY MATCH STRUCTURAL CONFORMITY (eg: IMRAD) AIMS &SCOPEMATCH IMAGERESOLUTION+ SIZE CHECK #AdaByEditage @editage

  10. IN THE PIPELINE + JOURNAL SCOPEMATCH CENTRAL IDEAIDENTIFICATION RESEARCHNOVELTYESTIMATOR #AdaByEditage @editage

  11. #AdaByEditage Demos and Partnerships Nikesh Gosalia • Director, Publisher and Academic Relations Editage / Cactus Communications • E:nikesh.gosalia@editage.com • T: +44 7582 024426 Product and Technology Nishchay Shah Senior Vice President, Engineering and Technology Editage / Cactus Communications E:nishchay.shah@cactusglobal.com T: +91-22-6714-8888 #AdaByEditage @editage

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