Quality filtering mechanisms for academic information
The Heartstream AI Assistant ensures study quality through the following design:
- Automated Certification of Academic Sources: Academic mode prioritizes PubMed, IEEE and other authoritative databases by default.
- credibility scoring system: Impact factor, citations, and other quality indicators will be displayed for each document (you need to log in to your institutional account to get the full data).
- Reference network: Trace academic genealogy and identify core literature through the "Related Research" function.
- Weight Check Reminder: Duplicate content alerts are triggered for highly similar multiple search results
Suggestion: Enable the "Strict academic filtering" option in the settings to block preprints and non-peer-reviewed content. For critical research topics, it is recommended to use a combination of academic search and manually add a whitelist of trusted domains.
This answer comes from the articleMindstream AI Assistant: Deep Knowledge Search Tool, Expertise Research Assistant with Integrated Knowledge BaseThe
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