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2020
It is built from checkable properties of the record itself: whether the article has a DOI, how many independent sources confirmed its data, whether the required fields are filled in, and how recent the latest confirmation is. Disagreement between sources and a missing identifier lower it. A value of 80 or above means the record was published without further checking; 60 to 79 means it is published at reduced confidence, with a manual check advisable. A record verified by an editor by hand is never pushed below 90 by a recalculation. This scores our data about the article, not the article itself.
This paper presents a research-in-progress case study of al-Farabi Kazakh National University (KazNU). While KazNU develops data management strategy, the paper aims to explore and analyse how data governance may help crystalize strategy objectives to ensure smooth implementation. The paper also examines drivers and inhibitors for adoption of open data by a public organization in Kazakhstan, in order to develop applicable scenarios on identification of data in need.