Evidence standards
The four evidence levels carried on every record, what counts as a primary document, and the higher bar that applies before we describe anyone’s conduct.
ReadGambleLABS publishes a record when its evidence can be shown, and publishes nothing when it cannot. The rules that decision follows are written down here, in advance, in enough detail that they can be used against us.
01The short version
Every record on this platform has to survive the same five questions before it is published. They are asked in this order because a failure at any step stops the record where it stands.
The rule behind the rules
An empty section is a true statement. A section filled with estimates, samples or placeholder rows is a false one. Where GambleLABS has no evidence, the platform shows an empty state that explains what would fill it — and links to the reason it is empty.
See the ingestion contractWhere machines stop
The Evidence Engine reads sources, extracts entities, proposes relationships and scores its own confidence. It cannot publish. Every finding it produces is held for a named human reviewer, and an unreviewed finding is not a record.
How the engine works02The full set
Eight documents. Together they cover what we accept as evidence, where our data comes from, what we get wrong, who pays us, and what we do with what you send us.
The four evidence levels carried on every record, what counts as a primary document, and the higher bar that applies before we describe anyone’s conduct.
ReadHow sources are typed and rated, why we capture an archive snapshot of everything, and how user-submitted and anonymous material is handled.
ReadEvery upstream feed the platform is designed to consume, connected or not, with the blocker stated for each. This is the page that makes an empty section honest.
ReadThe complete correction log. Corrections are permanent, attached to the record they amend, and never applied silently.
ReadNo paid rankings, no operator funding, no reputation work. What GambleLABS will and will not accept money for, and what happens when someone offers.
ReadHow a named subject answers a record, how a response is published alongside it, and how to request a correction or appeal a decision.
ReadWhat a report collects, what is encrypted, who inside GambleLABS can see it, how long it is kept, and what is never published automatically.
ReadWhat GambleLABS Network is, how the Evidence Engine supports it, how GambleLABS AI remains separate, and the list of things this organisation is not.
Read03Editorial workflow
Editorial state is stored on the record itself rather than implied by its presence in the database. These are the states a record moves through, and what has to be true before it moves.
The intended source-backed workflow begins with a filed source — including its publisher, retrieval date and archive position — and the draft is written against it. A record without that relationship must disclose the gap rather than imply source provenance.
For a source-backed record, a second person checks material claims against the filed source. Where the record names a party and describes its conduct, that party is contacted and given a stated period to respond before publication.
An editor confirms the evidence level, the source list and the right-of-reply position. Approved means cleared to publish — it does not mean published, and an approved record is not readable by the public or reachable through search.
The record becomes public with its evidence level, source count and recorded review state visible. A zero source count or missing review date remains visible. Nothing publishes itself: publication is an action taken by a named person.
Records carry a last-reviewed date. When something is wrong we issue a correction against the record rather than editing the claim away; a withdrawn record stays in place, marked as retracted.
04Live counts
Read from the database at the moment this page rendered. Nothing here is estimated, projected, rounded up or seeded with a starting offset.
Ingestion status
6 of 35 declared upstream feeds are connected. Where a feed is not connected, the section of the platform it would fill shows an empty state — not an estimate, and not a sample.
05Limits
Stated as flatly as we can manage, because these are the behaviours that make industry coverage worthless.