curator

About / The Hive

What the community
makes of each paper.

The synthesis layer. How Curator captures, attributes, and updates what working scientists actually think.

I. The gap

Every paper today gets the same treatment. A citation count. An altmetric score. Then silence.

The real intelligence, what working scientists actually think, lives in journal clubs, Slack threads, and hallway arguments. None of it is captured. None of it is queryable. None of it builds on what came before.

II. The signal

The Hive draws from three Curator-native sources nobody else has.

  • 01

    Journal-club annotations

    Notes taken inside live lab meetings, anchored to the figures and sentences they reference.

  • 02

    Structured Impact Reviews

    Domain experts grading novelty, audience, and overstatement on a fixed rubric so the signal stays comparable across papers.

  • 03

    Discussion threads

    Conversations from people who've actually read the paper, anchored to the work, not the news cycle around it.

III. The synthesis

Above every paper that crosses the threshold, a model fuses the signals into a single paragraph.

What's novel here. What may be overstated. Who should care.

The read updates as new signal lands. A paper from last week reads differently this week.

IV. Attribution

Your name, by default

Outside journal-club sessions, your comments, replies and group posts carry your name and photo for everyone who can read them: anyone on Curator for a public comment or anything in a public group; only members for a private group’s. Whether a reader shares a group with you makes no difference.

Anonymous on the Hive, if you choose

When you post to the Hive you can choose Anonymous, and Curator shows no name, photo or profile link on it to any reader. An anonymous post to Both still sends your signed original to your group and anyone you added, marked as also posted to the Hive, so they can tell the Hive copy is yours.

When you reply

A reply carries your name, and the reply box has no anonymous option — even under an anonymous comment. The one exception is a reply to a figure pin inside a journal-club session: like any session comment, it shows no name by default.

In a journal-club session

Comments you post inside a journal-club session are anonymous by default: Curator shows no name, photo or profile link on them to anyone, your own group included, during the session or after it ends.

Reviews

Curator shows your name on an Impact, Quality or journal-club review only if you choose to sign it. If you unlock a paper’s Hive read and your Impact Review on it is signed, the Hive credits you by name.

As a paper’s author

Author Center posts carry your name for anyone on Curator. Claiming a paper as its author takes an ORCID iD you connected by signing in to ORCID — a typed-in iD doesn’t count.

V. Cadence

Threshold

Synthesis begins once two or more researchers have weighed in on a paper — across Impact Reviews, Discussions, and Journal Club summaries. Two signals from the same person don't count twice: the floor measures distinct readers. Below it, the paper shows "Synthesis coming soon."

Visibility

The synthesis is visible to every signed-in user on the paper's page. It aggregates all signals regardless of who's reading.

Refresh

The synthesis refreshes within a couple of hours whenever a new reader weighs in. New comments or reviews can shift the read.

Citations tell you that a paper mattered.

The Hive tells you what experts make of it.

Synthesized · attributed · updating

Curator | Expert judgment on new science