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For years, scientists have discussed whether and how to share data from painstaking research and costly experiments. Some are further along in their efforts toward “open science” than others: Fields such as astronomy and oceanography, for example, involve such expensive and large-scale equipment and logistical challenges to data collection that collaboration among institutions has become the norm. Meanwhile, a variety of academic journals, including several in the Nature Research family, are turning their attention to another aspect of the research…