1Cademy - Staged v6/v7 Snapshot Artifacts Are Not Headline Strict-Parity Adaptive Runs

Learn Before

Level-Only vs Level+Contrast Gate Ablation (Diffusion and Quotas Fixed)
Scope Part 2: Strict-Parity Evaluation Contract for Graph-Aware (Auditable Strict-Parity Graph-RAG Paper)
What The Adaptive Gate Adds (Results) in Auditable Strict-Parity Evaluation of Prerequisite-Graph Retrieval for RAG under Leakage Controls

Concept

Staged v6/v7 Snapshot Artifacts Are Not Headline Strict-Parity Adaptive Runs

The level-only and level+contrast gate-only ablation rows come from staged v6/v7 snapshot artifacts that are registered separately from the headline strict-parity systems and are retained only to support this gate-only ablation claim. The resulting ablation R@ $10$ values (level+contrast $87.4$ on LectureBank-Full and $23.1$ on MOOC-CS) should not be read as replacements for the paper-of-record headline adaptive rows ( $86.7$ on LectureBank-Full and $23.1$ on MOOC-CS) reported in the main retrieval table, because the staged snapshots are not the strict-parity adaptive system used elsewhere in the paper.