For Institutions
For the people who teach, supervise and assess referencing at scale: academic writing units, referencing labs and citation clinics, graduate schools, library research-support teams, and the training programmes universities already fund. The framing throughout is capability, not policing — these posts are about doing the existing job with a better instrument.
Citation hygiene at scale: quality, not misconduct
A referencing defect that appears at a rate across a cohort describes the task, not the people doing it. What it costs an institution to read it the other way, and what to do with a report instead.
REFerence [IN]tegrity for universities — the check that stopped running
Every thesis is screened for plagiarism. Nobody checks whether its references resolve. Why the check stopped, what AI did to the problem, and which units inside a university already own the work.
The Ref[In] Index — measuring REFerence [IN]tegrity across universities
Every thesis is screened for plagiarism; almost none is checked for whether its references resolve. The Ref[In] Index measures it, one score per institution, published annually from August 2027.
What a Ref[In] Report tells a supervisor
A REFerence [IN]tegrity report reads a bibliography's health in one page: what the Ref[In] Score counts, what the missing and orphan tables mean, and how supervisors use it without turning quality into accusation.