Review Hub

Human review dashboards for AI-enhanced discovery pipelines

Active Pipelines

Pipeline B: DESI Spectral Anomaly Miner

70 objects to review (50 anomalies + 20 QSOs). AI-simulated labels assigned. Click each object to see the sky image, spectrum metadata, and AI reasoning. Add your own notes and labels.

Status: 11/12 gates · Gate 9: simulated, pending human confirmation

Pipeline A: CMB Anomaly Hunter

Not started yet. Will appear here when ready for review.

Pipeline C: Polarization Feature Extractor

Not started yet.

Pipeline E: Time-Domain Transient Finder

Not started yet.

How Review Works

  1. Click a pipeline above to open its review dashboard
  2. Each object has a sky image from Legacy Survey, AI notes, and metadata
  3. Click any row to expand the detail panel with the image and review form
  4. Assign your label: INTERESTING / ARTIFACT / KNOWN_TYPE / NEEDS_SPECTRUM / CONFIRMED
  5. Add your notes in the comment box
  6. Reviews are saved to your browser (localStorage) and can be exported as JSON

Storage: All review data persists in your browser’s localStorage. Use the Export button on each pipeline page to save a JSON backup. No server-side database is required for the review workflow.