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From Shared Databases to Communities of Practice: A Taxonomy of Collaboratories

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First, scientific knowledge is difficult to aggregate. The culture of independence benefits science in many ways, but it also makes it more difficult to aggregate scientists labors. This served to improve the decision process in the same way that multi-rater coding improves other qualitative rating methods.