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Gwenaëlle André and Géraldine Liot discuss their mentoring programme for female PhD students at the University of Paris-Saclay.

We spoke to several Springer reviewers to ask for their thoughts on the role tech can, and should, play in peer review.

Tim Kersjes argues that for retractions to function as an effective corrective to the scholarly record they need shed their punitive reputation.