Edward Cheng-I WuShowcase: Full Academic Pipeline Output
Complete artifacts from a real 10-stage academic pipeline run, demonstrating the end-to-end quality assurance process.
Paper: From Snapshots to Trajectories: How Agentic AI Will Redefine Student Learning Outcomes and Transform Student Success Measurement — Implications for Taiwan's Next Cycle of Institutional Accreditation
Paper Outputs
| File | Description |
|---|---|
| full_paper_apa7.pdf | Final paper (English, APA 7.0 format) |
| full_paper_zh_apa7.pdf | Final paper (Chinese, APA 7.0 format) |
Integrity Verification Reports
| File | Stage | Verdict |
|---|---|---|
| integrity_report_stage2.5.pdf | Pre-Review (Stage 2.5) | FAIL — found 15 fabricated refs + 3 statistical errors |
| integrity_reverification_stage2.5.pdf | Re-verification (Stage 2.5) | PASS — all 22 issues fixed |
| integrity_report_stage4.5.pdf | Post-Revision (Stage 4.5) | PASS — zero regressions, 3 new refs verified |
| post_publication_audit_2026-03-09.pdf | Post-Publication Audit | 21/68 refs corrected — manual WebSearch stress test |
Peer Review Reports
| File | Description |
|---|---|
| stage3_review_report.pdf | Round 1: Journal-Fit Reviewer + 3 Reviewers + Devil's Advocate (5 independent reviews) |
| stage3prime_rereview_report.pdf | Re-review after Round 1 revisions |
| stage3_review_report_r2.pdf | Round 2: Follow-up review |
| response_to_reviewers_r2.pdf | Author's point-by-point response to reviewers |
Process Documentation
| File | Description |
|---|---|
| paper_creation_process_en.pdf | Pipeline process documentation (English) |
| paper_creation_process_zh.pdf | Pipeline process documentation (Chinese) |
These PDFs predate the public role rename. Any EIC text inside them is the legacy serialized source ID now displayed as Journal-Fit Reviewer; the archived binaries are intentionally unchanged.
Pipeline Stages Covered
Stage 1: Deep Research (13-agent research pipeline)
Stage 2: Paper Writing (12-agent writing pipeline)
Stage 2.5: Integrity Verification ← MANDATORY, caught 22 issues
Stage 3: Peer Review Round 1 (Journal-Fit Reviewer + R1/R2/R3 + Devil's Advocate)
Stage 3': Author Revision + Re-review
Stage 3-R2: Peer Review Round 2
Stage 4: Final Revision
Stage 4.5: Final Integrity Verification ← MANDATORY, confirmed 0 regressions
Stage 5: Finalization (LaTeX → PDF, bilingual)
Stage 6: Process Summary
Post-Publication: Manual WebSearch audit of all 68 refs → 21 issues found & fixed
Post-Publication Audit (2026-03-09)
After the pipeline completed, a manual WebSearch audit of all 68 references revealed 21 issues (31%) that survived three rounds of automated integrity checking. This stress test led to the integrity verification agent v2.0 overhaul (Anti-Hallucination Mandate, gray-zone elimination, known hallucination pattern library). See post_publication_audit_2026-03-09.pdf for the full report.