Unified Discovery
One query layer across SPC/NOAA/NWS reports, arXiv papers, and curated media links.
Google-scale weather discovery design: broad information access, hard safety gate for only 5 harmful categories, and controlled exposure through credibility ranking instead of censorship.
Search tornado reports, papers, weather advisories, videos, and image sources in one engine. Results include credibility tier, freshness, and warning labels for speculative sources.
One query layer across SPC/NOAA/NWS reports, arXiv papers, and curated media links.
Tier A/B/C source treatment with downranking and context labels instead of removal.
state:TX,OK year>=2018 ef>=3 source:spc,arxiv kind:report,paper
Click analytics feeds relevance so ranking improves from real investigator behavior.
Hard gate is absolute. Everything else is allowed and ranked with transparent labeling.
Conspiracies, fringe hypotheses, speculative storm models, and controversial interpretations are not auto-blocked.
Allowed content receives credibility tier, downranking, warning labels, and primary-source counters.
Recrawl queue runs with source-specific cadence and priority to keep index freshness operational.
Queue-based source scheduling with overdue weighting and source priority scores.
Ranking boost for high-frequency operational sources (SPC/NWS) and newer items.
Click analytics endpoint feeds relevance signals back into ranking formula.
Policy hits, removed counts, and label reasons are visible and reviewable.