Academic-Style AI Answers: Evidence and Citation Workflow

Procedure for running Evidence-Gated Academic Mode with authoritative sources, fail-closed verification, academic register, evidence labels, and confidence reporting.

Purpose

This guide explains how to run Evidence-Gated Academic Mode. The workflow applies academic register, evidence labels, authoritative-source requirements, confidence scoring, and fail-closed behavior. It is for producing source-supported academic-style output, not for broad literature search, grammar-only editing, or unsupported claim completion.

When to use this

Use this section to decide whether this workflow is the right fit before you configure prompts, policies, or reference material.

  • Use case
    The answer must use academic register and evidence labels
    Use this when the output must be formal, neutral, source-backed, and explicit about what is verified, not verified, missing, and confidence-scored.
  • Use case
    A factual or scholarly claim needs evidence review
    Use this when a factual, technical, scholarly, or research claim must be checked against authoritative sources or supplied artifacts with stable locators.
  • Use case
    The answer needs confidence reporting
    Use this when the user needs confidence tied to source quality, source coverage, recency or version fit, and unresolved evidence gaps.

Choose the EGAM evidence mode

Select whether the workflow is verifying public-world claims or supplied artifacts. The academic output contract stays the same, but the allowed evidence changes.

Option 1 · Authoritative public sources

World-claims EGAM

Use this mode for claims about public facts, products, mechanisms, timelines, numbers, standards, or documented behavior.
Evidence boundary: Authoritative public sources with stable locators.
Best for: Research-style answers and claim verification where public-source evidence is required.
Use when: The task asks whether a public factual claim is supported by authoritative sources.
Do not use when: The task is only about private files, logs, screenshots, excerpts, or a supplied ZIP.
Option 2 · Supplied artifacts

Local-artifacts EGAM

Use this mode when the task concerns supplied files, logs, screenshots, excerpts, tables, or ZIPs.
Evidence boundary: Only the artifacts supplied in the current task.
Best for: Academic-style review of private or local material where external sources cannot prove the local state.
Use when: The user provides the artifacts that the answer must inspect.
Do not use when: The artifacts are missing or the answer requires current public facts.

Step-by-step implementation procedure

Follow the workflow in order. Each step gives one action and one verification check before continuing.

  1. Step 1 · Configure the academic evidence mode

    Add the Evidence-Gated Academic Mode prompt to the instruction layer when the mode will be reused.
    Use the managed EGAM prompt page as the setup source. Do not link to the raw system prompt as the primary user-facing path.
    Check: The instruction layer requires academic register, evidence labels, authoritative-source support, confidence reporting, and fail-closed behavior.

  2. Step 2 · Set the evidence boundary

    Choose whether the task uses authoritative public sources or supplied artifacts.
    Provide sources with stable locators for public-world claims, or provide artifacts for local-state claims.
    Check: The allowed evidence boundary is explicit before the answer is generated.

  3. Step 3 · Ask the current academic review question

    Provide the claim, research question, draft section, source boundary, relevant sources or artifacts, and output constraints.
    Keep the current question and source material outside the reusable EGAM instruction block.
    Check: The task identifies what must be verified and what evidence is available.

  4. Step 4 · Separate verified claims from unsupported material

    Place cited, source-supported claims under verified output and place unsupported, ambiguous, or user-provided claims under not-verified output.
    Do not treat plausible claims, user claims, or uncited text as verified without source support.
    Check: Every verified claim is supported by an authoritative source or supplied artifact locator.

  5. Step 5 · Report confidence and next steps

    Tie confidence to source quality, source coverage, artifact coverage, recency or version fit, and unresolved evidence gaps.
    List the missing sources, sections, standards, artifacts, or locators needed to raise confidence.
    Check: The final output reports uncertainty without inventing evidence.

Verification checklist

Use this checklist before accepting the output, publishing it, or using it as evidence for a downstream workflow.

  • Evidence boundary
    The allowed source type is explicit
    The task states whether the evidence comes from authoritative public sources or supplied artifacts.
  • Academic register
    The writing is formal and evidence-matched
    The output avoids marketing tone, unsupported absolutes, rhetoric, and certainty beyond the available evidence.
  • Claim support
    Verified claims have citations or artifact locators
    Every verified material claim is tied to an authoritative source, stable locator, or supplied artifact location.
  • Unsupported material
    Not-verified material is separated
    Unsupported, ambiguous, user-provided, insufficiently sourced, or local-state claims without artifacts are not placed under verified output.
  • Confidence
    Confidence is evidence-based
    Confidence reflects source quality, source coverage, missing evidence, recency or version fit, and unresolved uncertainty.

Next steps