Research & Verification Methodology
How our newsroom evaluates technical claims, audits code standards, and enforces source transparency.
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The 6-Stage Verification Pipeline
1. Topic Discovery & Hazard Monitoring
Continuous surveillance of NOAA weather feeds, USGS water tables, and CPSC recall registers.
2. Primary Source Ingestion
Mandatory attachment of official government or consensus standards documentation (ANSI, UL, NFPA).
3. Claim Extraction & Boundary Testing
Isolating specific quantitative metrics (e.g. CO ppm thresholds, MERV ratings, CFM rates).
4. Uncertainty & Disagreement Flagging
Explicitly noting jurisdictional variations, conflicting studies, and analytical boundaries.
5. Human Expert Review & Fact-Checking
Credentialed industrial hygienists or licensed professional engineers approve all articles prior to publication.
6. Post-Publication Scheduled Audits
Routine re-verification to account for building code revisions and new epidemiological findings.