Make It Gluten Free

“Make It Gluten Free” is a vision for organizing decision context. It asks what a future system could look like if every claim stayed tied to its source, scope, known controls, date, disagreements, open questions, and personal meaning.

This paper proposes a model for discussion; it does not claim that the model has been clinically validated or adopted as a standard. Its output would be a profile of available information—not a probability that a person will be safe.

A useful system should not compress different kinds of information into one color, badge, or verdict. The proposal separates three answers that a person may want to inspect.

Evidence coverage

How complete, current, and specific is the documentation attached to this exact item or place?

Evidence direction

Does the documented context support the narrow question, limit it, conflict, or remain unresolved?

Personal status

What has this person decided for themselves, based on their own needs and context?

The staircase describes the completeness of the evidence record. Moving upward would mean that more of the relevant questions have current, traceable answers. It would not mean the food is safer, that risk has reached a known percentage, or that an outcome is guaranteed.

1. 01

   Sparse

   Little current, item-specific documentation is attached. Important questions remain open.

2. 02

   Limited

   At least one relevant source is present, but scope, freshness, or key preparation details are incomplete.

3. 03

   Developing

   Several relevant answers are documented. Material gaps or source conflicts are still visible.

4. 04

   Substantial

   Most core questions have attributable, current answers, with the remaining limits plainly shown.

5. 05

   Well documented

   The core record is broad, specific, current, and traceable. This describes the record—not the food’s safety.

A record could move down as sources age, a formula changes, a location changes its process, or a conflict appears. “Well documented” is never permanent by default.

A well-documented record may reveal supportive information, a limiting condition, mixed accounts, or a decisive unknown. A sparse record may contain one encouraging statement but still lack the context needed to interpret it. Coverage and direction therefore need different labels and different visual treatment.

Claim

What exactly is being said?

Scope

Which product variant, location, process, market, or date does it cover?

Source

Who supplied the information, and can it be inspected?

Controls

Which production or preparation practices are actually documented?

Freshness

When was each part checked, confirmed, or superseded?

Conflict

Where do relevant sources or observations disagree?

Unknowns

Which decision-relevant questions remain unanswered?

Change signals

Has a formula, label, facility, menu, ownership, or process changed?

A person may record “Works for Me,” “Verify,” “Avoid,” “Want to Try,” or “Unknown.” Those statuses can be valuable later without changing the public evidence-coverage level or becoming a safety statement about anyone else.

• No coverage level should be named or presented as a safety rating.
• No personal status should be converted into a universal product claim.
• No automated summary should erase a conflicting source or material unknown.
• No amount of documentation should be presented as diagnosis, treatment advice, certification, or a guarantee.

The ambition is not to manufacture certainty. It is to make the basis and limits of a decision easier to see.