# Peer Review

## Review Timeline

1. **Paper Submission**
   * Authors submit manuscript
   * Paper assigned to Area Chair (AC)
   * Initial desk reject check for formatting/scope
2. **Initial Review Period**
   * AC assigns 3-4 reviewers
   * Reviewers submit independent assessments
   * Reviews include summary, strengths, weaknesses, suggestions, and scores
3. **Discussion Period**
   * Reviewers see other reviews
   * Discuss disagreements
   * Update reviews if needed
   * Identify questions for authors
4. **Author Response** (Week 6)
   * Authors see all reviews
   * Write response addressing key concerns
   * Provide additional results and/or clarification
5. **Post-Response Discussion**
   * Reviewers evaluate response
   * Update recommendations
   * AC moderates discussion
   * Reach consensus where possible
6. **Meta-Review Period**
   * AC writes meta-review summarizing:
     * Paper's key contributions
     * Main points of reviewer discussion
     * Areas of agreement/disagreement
     * Author response effectiveness
     * Final recommendation with justification
   * AC considers:
     * Review quality and thoroughness
     * Discussion participation
     * Response to author clarifications
     * Broader impact and novelty
     * Reviewer expertise and confidence
7. **Senior Area Chair Review** (Week 9)
   * SACs review all recommendations in their area
   * Ensure consistent standards across ACs
   * Flag papers for Program Chairs (PCs)' attention
   * Make strategic recommendations about:
     * Emerging research directions
     * Balance of paper types
     * Novel vs. incremental contributions
     * Experimental vs. theoretical work
8. **Final Decision**
   * Program Chairs consider:
     * AC recommendations
     * SAC strategic input
     * Overall conference balance
   * Make final accept/reject decisions

## Key Components of a Research Paper Review

1. **Paper Summary**
   * Problem statement and motivation
   * Key methodological approaches
   * Main results and conclusions
2. **Technical Strength Analysis**
   * Methodology soundness
   * Experimental design
   * Results interpretation
   * Statistical validity
3. **Critical Evaluation**
   * Innovation and contribution
   * Limitations and assumptions
   * Comparison with related work
   * Potential impact
4. **Improvement Suggestions**
   * Specific recommendations for enhancement
   * Additional experiments or analyses
   * Clarity and presentation improvements
5. **Overall Assessment**
   * Score on 1-5 scale with justification
   * Publication recommendation

## For Authors: Writing Effective Rebuttals

1. **Opening Statement**
   * Thank reviewers
   * Highlight key improvements
   * Address major concerns
2. **Response Organization**
   * Group similar concerns across reviews
   * Address each main point with:
     * Original concern
     * Your response
     * Planned changes
   * Use bullet points for clarity
   * Reference specific sections/page numbers
3. **Response Strategies**
   * Acknowledge valid criticisms
   * Provide additional results/analysis if available
   * Clarify misunderstandings with evidence
   * Explain practical limitations
   * Be specific about planned revisions

## For Reviewers: Evaluating Responses

1. **Review Update Process**
   * Read author response carefully
   * Assess how well authors addressed concerns
   * Update scores if warranted
   * Provide brief feedback on response
2. **Assessment Criteria**
   * Completeness: All major concerns addressed?
   * Clarity: Clear and specific responses?
   * Evidence: Supporting data provided?
   * Feasibility: Proposed changes realistic?


---

# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://emory.gitbook.io/ai-research-practicum/peer-review.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.