Preprints correlate with 19% higher citations, software sharing with 13.5%, data sharing with 14.3%, and open access with 8.6% in a citation prediction model applied to the French Open Science Monitor dataset.
Large-Scale Machine-Learning Analysis of Scientific PDF for Monitoring the Production and the Openness of Research Data and Software in France
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An analysis of the effects of open science indicators on citations in the French Open Science Monitor
Preprints correlate with 19% higher citations, software sharing with 13.5%, data sharing with 14.3%, and open access with 8.6% in a citation prediction model applied to the French Open Science Monitor dataset.