-| `gate` | `defaultProductionGate` (Δ 0.05) | `paretoSignificanceGate` for multi-objective; tune `deltaThreshold` for your rubric scale . To prove a held-out lift is real CONTENT and not just added prompt/mount FOOTPRINT, compose `neutralizationGate` (agent-eval >= 0.107.0, from `@tangle-network/agent-eval/campaign`) — a footprint-matched placebo arm. It needs `ctx.neutralizedJudgeScores` from `runImprovementLoop({ neutralize })`; `selfImprove`/this scaffold do not surface that option yet, so wire it at the `runImprovementLoop` level or re-export it in the scaffold first. |
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