Source: https://guthlabs.ai/docs/jobs/socrates-uncertainty-marking/qualification/

job / candidate

# Uncertainty marking — qualification

The distinct qualification record for Uncertainty marking. This page is proposal-only.

Status: **proposed**Lifecycle: **candidate**

## Record status

**Record ID**: job:socrates:uncertainty-marking

**Parent lifecycle**: candidate

**Page lane**: qualification

**Lane lifecycle**: proposed

**Owner**: Socrates

**Owner role**: University guide and tutor entity

**Owner status**: PROPOSED

**Qualification result**: NOT RUN · held for evidence and human review

**Working browser surface:** [Agent jobs — builder overview](<https://guthlabs.ai/guth.html#builder>) — Inspect the package and stage a local project. This route is local-only; provider, credential, database, customer, publication, deployment, and production effects remain held.

## Qualification status

**Result**: NOT RUN

**Disposition**: HELD

**Reviewer**: Not recorded

**Receipt**: Not recorded

This page defines proposed acceptance criteria for the qualification lane. It does not execute tests, establish compliance, qualify the subject, or authorize an effect.

### Lane-specific instrument aids

No verified instrument is assigned to this qualification lane.

## Outcome definitions

**Verified**: All stated evidence and acceptance requirements passed for the exact reviewed revision; this still does not authorize deployment or an external effect.

**Failed**: One or more deterministic acceptance requirements failed with an inspectable reason.

**Needs review**: Evidence or interpretation is incomplete, conflicting, or awaits an identified human reviewer.

**Held**: Authority, required evidence, safe execution conditions, or a principal gate is absent.

The current record remains NOT RUN / HELD. These definitions describe candidate outcomes only.

## Proposed deterministic acceptance tests

Route-resolution and distinct-content checks apply only to the admitted canonical routes in this record. Held source-proposed extensions are non-resolving proposals and are excluded.

- A valid record contains a claim, scope, uncertainty label, source status, ownership, lifecycle, and revision identifier.

- The system rejects or holds a claim with no source reference when the claim is presented as source-backed.

- The system rejects invented primary-source metadata and preserves an explicit Unsupported or Unresolved state instead.

- Two conflicting supplied sources produce a Disputed or Unresolved label plus links to both sources and an explanation of the conflict.

- A claim marked Established-by-supplied-evidence cannot be used outside the recorded scope without a new review.

- Student identity data is optional, minimized, access-restricted, and excluded from public or broadly indexed contexts by default.

- High-stakes instruction, external enrollment, and published curriculum claims cannot reach Approved without a human reviewer receipt.

- Final messages remain drafts or Held; no provider, credential, enrollment, database, customer, or publication effect is asserted.

- Revision history preserves the prior claim, sources, labels, reviewer action, and reason for change.

- Keyboard navigation, visible focus, semantic labels, error text, and non-color-only status indicators are present for every form control.

- Screen-reader output names each uncertainty label, source status, review status, and failure reason.

- Search returns only records permitted by visibility and source partition rules; held private records are not exposed as public results.

- If a source cannot be opened or verified, the interface states that verification is unavailable and offers Hold, replace-source, or reviewer-escalation actions.

## Negative and held-state tests

- Tutor output may be mistaken for institutional, academic, medical, legal, or enrollment authority.

- Generated recollection may be mistaken for evidence.

- A confidence score may imply unsupported mathematical precision.

- Disputed evidence may be collapsed into a single answer.

- Missing or inaccessible sources may be silently replaced by invented citations.

- Student identity or sensitive learning information may leak through notes, search, messages, or PointGuard context.

- A native route may be mistaken for a connected provider, publication system, or authoritative database.

- Deadline automation may create unintended external communication or enrollment effects.

- Accessibility failures may hide uncertainty labels, source conflicts, or Held states.

- Duplicate documentation pages could become doorway content or keyword-spam.

## Qualification claim boundary

### Potentially allowed only after the stated evidence

- The proposal describes a bounded teaching and inquiry profile.

- The package can require source labels, uncertainty markers, revision history, and human review.

- The supplied source identifies Socrates as a proposed University guide and tutor entity.

- Local prototype or indexed surfaces may be named as intended review locations.

### Still held

- Socrates is deployed, connected, or authoritative.

- Any provider, database, credential, enrollment, customer index, or publication workflow is connected.

- Claims have been qualified, verified, or approved in production.

- A curriculum, course route, primary-source packet, or citation tool is available as a live service.

- Student data is stored in protected production infrastructure.

- Any app route performs external sends, writes, publication, or enrollment.

- Qualification has completed for any individual claim.

## Sources and evidence

These pointers bind the page to evidence. They do not grant authority or collapse verification into deployment.

- `agents/index.html#socrates`

- `source_record:job:socrates:uncertainty-marking`

- `observed_native_contract.records`

- `observed_native_contract.pointguard`

- `observed_native_contract.web_boundary`

- `app_route:/app/notebook/notes/`

- `app_route:/app/notebook/approvals/`

- `app_route:/app/notebook/agent-logs/`

- `app_route:/app/notebook/search/`

- `app_route:/app/notebook/messages/`
