Dashboardinstitutional-transition-labLLM adjudication provenance

LLM adjudication provenance

Category: preference
Confidence: 1.00
ID: 01a08355-1fa3-7b77-a200-f4c4e4443b87
Project ID: 1fa3712f-997f-4884-b7ec-8abb79f9e342
Cross-project: No
Recalled in other projects: 0
Source session: 1ZjgTYcT8eC9K18gr
Created: 2026-09-08 23:23:09
Updated: 2026-09-08 23:23:09

Content

Always label LLM-assisted governance review with exact reviewer and assistance provenance; never call it “human adjudication.” Chose explicit llm or human_llm_assisted reviewer types over informal human labels because scientific reproducibility depends on disclosing model involvement. Gemini 3.7 Flash is event-triage-only and must never adjudicate or assist canonical adjudication.

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