A set of changes to how reviews are checked, with one rule underneath all of them: a check can hold something for a human, but it cannot silently destroy it.
An automatic quality check
A verified researcher's review can now skip the manual queue by passing an automatic quality check. The check scores completeness, and length is only a small part of that. Filling in the per-report detail, the ratings, and the outcomes counts for far more. A long review with an empty form does not pass.
The check has exactly two outcomes: publish, or defer to a human. It never auto-rejects. And a review that names an individual alongside an accusation is always held for a person to read, however complete it is, because that is not a call an automatic check should make.
Watching for the patterns that skew a grade
New detectors flag three things: a burst of negative reviews on one program from a single account, the same text pasted across many programs, and a cluster of brand-new accounts all hitting one program at once. A flagged item goes back to the moderation queue. Nothing is deleted.
The last of those is deliberately only a flag. Being a new account is not misconduct. Plenty of real researchers sign up and immediately review the program that brought them here. So the brigade detector raises a hand for a moderator. It does not unpublish anyone. This is about keeping grades trustworthy, not about punishing people for being new.
Deleting a review hides it, and a moderator can bring it back
Deleting a review no longer destroys it. It is hidden, and a moderator can restore it. The same principle again: the reversible action is the default, and the irreversible one is not something a single click can trigger by accident.
A fuller view for moderators
Moderators now have a full review detail view (the whole review, its per-report breakdown, and its history in one place) so the person making a call is looking at everything, not a summary.