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Fixed anchors identify filesystem access, command execution, returned HTML assembly/return, SQL/LDAP/XPath execution, eval/exec, digest creation, security random generation, session mutation, deserialization, redirect, XML parser configuration/parse, or cookie configuration. Expected author labels are retained without adjudication. No score-dependent edits are permitted." }, "plan": { "mode": "default", "maxRounds": 1, "sweepEffort": "none", "verifyEffort": "low", "verifyEnabled": true, "minConfidence": 0.4, "absenceLane": true, "spread": false, "secondOpinion": false, "verifyEngineFindings": false }, "limits": { "requests": 80, "tokens": 600000, "dollars": 0.48 }, "scope": "Production detection-stage prompt, snippet mapping gates, configured verification and native union policy. Selected source files only, with imported helper bodies absent. No intelligence retrieval, repository execution, additional sweep/absence/spread/chain lanes, PR generation or full hosted scan. Public label-known corpus, not independent held-out accuracy. Labels and suite identifiers are not model messages. 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