Before using this in research
The goal is not to adopt another tool. The goal is to reduce verified research time without weakening the evidence trail.
Best for
Researchers who need a practical decision page before investing time, data, or writing effort.
First step
Start with one concrete research task, compare the output against original sources, and keep the decision trail visible.
A safer workflow
- 1Define the research question, source boundary, and acceptable evidence standard.
- 2Use the page to shortlist tools or methods for one small research task.
- 3Verify important claims against papers, datasets, official documentation, or reproducible records.
- 4Record what worked, what failed, and where manual expert review is still required.
Watch-outs
- Do not treat fluent AI output as verified academic evidence.
- Check source traceability, privacy boundaries, export formats, and citation risks.
- Avoid expanding a tool stack before the core research workflow is stable.
Evidence checks
- Can the result be traced back to papers, data, or official documentation?
- Can another researcher understand and repeat the decision trail?
- Are limitations, assumptions, and source gaps visible before publication or submission?
Need the complete current version?
Open the full detail page
This English version is a curated decision page. The full current detail page remains available while the English library is being expanded.
Open current full method