Pre-execution scope gating works only when the judge sees the user's request, with GLM-5.2 achieving F1=0.66 against an expert reference of 0.78.
Measuring nominal scale agreement among many raters
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ScopeJudge: Cost-Aware Pre-Execution Gating for Offensive Security Agents
Pre-execution scope gating works only when the judge sees the user's request, with GLM-5.2 achieving F1=0.66 against an expert reference of 0.78.