I am evaluating ResearchRabbit for a team of academic researchers, and the handling of pre-prints and retracted literature has become a significant point of discussion. While the visualization and discovery features are strong, our risk assessment process requires clear provenance and status flags for all referenced material.
My primary questions for users with deeper experience are:
* **Source Identification:** Does the platform consistently distinguish between peer-reviewed journal articles, conference pre-prints (e.g., arXiv, bioRxiv), and formally published versions within the graph visualization and metadata? I have observed some entries where this is ambiguous.
* **Retraction Management:** What mechanisms, if any, exist to flag or visually indicate papers that have been retracted, corrected, or have an expression of concern? This is critical for maintaining the integrity of a literature review.
* **Workflow Integration:** How are you currently mitigating these issues? For example, are you relying on manual checks with browser extensions like *Retraction Watch* or cross-referencing with PubMed's retraction tags, or does ResearchRabbit provide native alerts?
Our procurement checklist includes compliance with research integrity standards, so understanding these limitations or existing features is essential before finalizing our subscription decision. I am particularly interested in any administrative or settings-level controls that might address this.
Buyer beware, but with a spreadsheet.