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REAL-WORLD INTERPRETIVE

REVIEW WORKBENCHES

Source-Claim Publication Review Workbench

A deterministic browser-local prompt for claim class, publication verb, source origin, scope conflict, currentness, corroboration, consequential risk, correction, and authority.

LEVEL 1

ORIENTATION

Why this matters

REAL-WORLD INTERPRETIVE

One-sentence brief

Neutral publication depends on matching the verb and visible label to the actual evidence state rather than the confidence implied by a polished source.

REAL-WORLD INTERPRETIVE

Three key points

  1. The workbench accepts fixed selections only and does not ingest files, URLs, account handles, free text, people, health data, or case records.
  2. Stable CR-* findings identify mismatch between claim state, source verb, origin independence, conflict, currentness, consequence, and correction readiness.
  3. A complete trace is only ready to request accountable review; it is not authentication, approval, certification, publication, or authority.

LOCAL-ONLY PUBLICATION REVIEW

Source-claim publication review

Match one claim’s class, public verb, source origin, scope conflict, currentness, corroboration, consequence, correction, and authority state.

Fixed selections only

No file, URL, account handle, free text, person, health record, source identity resolution, network request, persistence, analytics, model call, publication action, or automatic correction is accepted.

Claim state and wording
Origin, conflict, and currentness
Consequences, correction, and authority
LEVEL 2

WORKING BRIEF

Evidence, context, and limits

REAL-WORLD INTERPRETIVE

Classify before wording

Choose dataset count, observation, estimate, model, projection, proposal, legal finding, or current institutional state before selecting a publication verb.

REAL-WORLD INTERPRETIVE

Trace evidence origins

Count original records, studies, or direct evidence chains rather than duplicate files, citations, headlines, or derivative summaries.

REAL-WORLD INTERPRETIVE

Expose scope and source conflicts

If totals or classifications differ, preserve each source universe and use attributed wording until a versioned reconciliation is reviewed.

REAL-WORLD INTERPRETIVE

Keep the result bounded

No CR finding changes a claim state, publishes a correction, assigns a reviewer, diagnoses, forecasts, monitors, or authorizes action.

LEVEL 3

COMPLETE DOSSIER

Limitations, game links, and review context

DISPUTED / MULTIPLE ACCOUNTS

Known limitations and gaps

  • The source corpus remains user-supplied research and data, not independently authenticated institutional authority.
  • A reproduced count verifies the transform against exact bytes, not the historical accuracy or completeness of the source.
  • Current institutional, legal, scientific, public-health, and policy statements may change and require date-stamped review.
  • Model output, projection, and proposal language can create false certainty if assumptions and implementation state are hidden.
  • No page or workbench authorizes diagnosis, monitoring, targeting, publication, production, activation, tuning, or operational action.
REAL-WORLD INTERPRETIVE

Decision matrix

Claim-state publication matrix
Claim state Acceptable wording Prohibited implication
Exact dataset count “The exact supplied dataset contains…” with unit and revision. Historical completeness, independent verification, or identical scope with another total.
Source-authored observation or estimate “The source reports/estimates…” with population, period, and uncertainty. Universal fact, individual attribution, or causation beyond the study design.
Modeled relationship MODELED RELATIONSHIP — NOT A FORECAST Explain inputs, assumptions, outputs, validation, and transfer. Live forecast, guaranteed arrival, or automatic action.
Projection or proposal SOURCE-AUTHORED PROJECTION — NOT A SITE FORECAST / POLICY PROPOSAL — NOT IMPLEMENTED HERE Site forecast, deployment claim, authority, or inevitability.
REAL-WORLD INTERPRETIVE

Publication audit checklist

Unit and scope

Are counting unit, population, period, geography, and comparison explicit?

Pass condition: The claim can be reproduced without silently changing its universe.

Origin and independence

Are source instances separated from unique evidence origins?

Pass condition: Duplicate and derivative files are not counted as corroboration.

State and currentness

Is observation, estimate, model, projection, or proposal status visible with a review date?

Pass condition: Mutable claims have currentness and expiration triggers.

Authority and correction

Are correction dependencies and authority limits explicit?

Pass condition: No result implies approval or action and every material change has a propagation path.

LEVEL 4

RESEARCH EDITION

Sources, methods, and stable links

REAL-WORLD INTERPRETIVE

Linked reports

REAL-WORLD VERIFIED

Method and corrections

This page follows the public method for provenance, confidence, source independence, alternative accounts, limitations, review state, and visible correction.

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