academic-pipeline

An academic pipeline orchestrates the research-to-publication workflow by dispatching writing, review, and integrity verification tasks across a 10-stage process. It enforces mandatory citation verification checkpoints to prevent fabricated references from slipping into publication.

Yes, the academic pipeline supports mid-entry for end-to-end paper creation. If you already have a paper draft, you can bypass the initial research stages and enter the workflow directly at the peer review and revision loops.

Integrity verification operates as blocking gates at Stage 2.5 and Stage 4.5 within the paper workflow. These checkpoints execute 7-mode failure-mode audits and halt stateful transitions until explicit user confirmation is received.

Reproducibility is maintained by tracking pipeline state across two-stage peer review loops and generating an auditable Paper Creation Process Record. This ensures every revision and re-verification step is documented.

Yes, the workflow performs a full initial peer review at Stage 3 followed by a focused re-verification review at Stage 3' after revisions. This two-stage loop ensures manuscript integrity is validated before final formatting.

The pipeline requires mandatory user confirmation at integrity verification checkpoints, meaning it cannot fully automate publication decisions. Additionally, stateful transitions across review loops are blocked if 7-mode failure-mode audits detect integrity issues.