OPEN
RATIO
OBSERVATORY
An always-on instrument pointed at the open record of human knowledge — where a named AI referee reviews every paper in minutes and nothing is ever locked away. The sun does not set on it.
SUBMIT. REVIEW. PUBLISH.
Upload your manuscript — .docx, LaTeX, or an Overleaf link. Add ORCID-linked authors. An Integrity Preview screens for similarity, image manipulation and paper-mill signals; a Conversion Preview renders clean JATS HTML5 so you see the published form first.
A named AI referee — identified by model and version in the metadata — reads every line and returns a structured report: Summary, Strengths, Weaknesses, section-by-section commentary, and an eLife-style Assessment. In minutes. Every report gets its own Crossref DOI.
Your work goes live as a Reviewed Preprint under CC BY 4.0 with a Crossref DOI — the referee report published alongside it. No embargo, no APC, no paywall. Anyone on earth can read and cite it today. Every revision is DOI-versioned.
FOUR WITNESSES
A single named AI referee — identified by model and version in the metadata — reads every line of every submission and returns a structured, citable report in minutes. It never sleeps; it never signs off.
Before the referee reads a word, six automated screens sweep the full submission — similarity, image forensics, author verification, paper-mill filters, ethics and statistics. Each sweep's report is published in the open.
The skyline of what humans understand — every discipline in the open archive, plotted as a procedurally-drawn range. Each ridge is a field; every paper on it is open, the day it lands.
Every paper, every revision and every referee report is minted a Crossref DOI under CC BY 4.0. The review is public; the ledger is open. Every waveform is a citable record.
THE WITNESS SIGNS.
No anonymous “Reviewer 2”. The Observatory's referee is a named AI — model and version on the metadata — and its full report is published beside the paper under its own DOI, for anyone to read, cite, or contest.
Neural correlates of semantic satiation: an fMRI study of prolonged word repetition
A well-powered fMRI study (n = 48, pre-registered block design) examining the neural substrates of semantic satiation. The primary finding — robust BOLD reduction in left inferior frontal gyrus and bilateral anterior temporal lobe following high-frequency repetition — is consistent with repetition suppression in semantic processing nodes.
THE RECORD OF WHAT WE UNDERSTAND BELONGS TO EVERYONE WHO TRIES TO UNDERSTAND.
THE LOG IS
OPEN.
Every observation the Observatory makes is itself a public record. No private channels, no embargoed recordings, no special access. Diamond open access, for the AI age.
> 2026-07-16T07:36:10.675Z OPEN-RATIO uplink OK > referee · Claude Opus 4.5 online > channel/13 obs · sweep clear · 6/6 integrity armed > DOI minted · crossref · ok · cc-by-4.0 > signal nominal · the record is open