ResearchLive ingestion · offline

Quality control

Institutional

Six integrity detectors run across the corpus on each load. Pure derivation, no fixes are applied.

GuardrailsVerification-firstManual reviewSource-linkedAutonomous publishing disabledConfidence scoringPhase 5 gate closed
Issues total
0
across all detectors
Alerts
0
require action
Warnings
0
needs review
Open risks
0
severity weight 0
Escalations pending
0

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Detectors are pure derivations — they suggest analyst attention but never modify rows. Use /admin/queue to act on findings.