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"unsure", "correct": true, "needsReview": true } ] }, "duplicates": { "total": 6, "truePositive": 2, "falsePositive": 0, "falseNegative": 1, "precision": 1, "recall": 0.6666666666666666, "pairs": [ { "a": 301, "b": 302, "expected": true, "predicted": true, "similarity": 0.967697647000363 }, { "a": 303, "b": 304, "expected": true, "predicted": true, "similarity": 0.8528556119954988 }, { "a": 305, "b": 306, "expected": true, "predicted": false, "similarity": 0.7824381158444897 }, { "a": 307, "b": 308, "expected": false, "predicted": false, "similarity": 0.6160265627326454 }, { "a": 309, "b": 310, "expected": false, "predicted": false, "similarity": 0.7018611566748348 }, { "a": 311, "b": 312, "expected": false, "predicted": false, "similarity": 0.4825772775360722 } ] }, "runtime": { "coldMs": 215, "warmMs": 46, "rssMiB": 246, "networkDisabled": true, "deterministicAt1e7": true }, "workflowExecution": { "status": "success", "steps": [ { "id": "input" }, { "id": "validate-export", "status": "success" }, { "id": "embed-locally", "status": "success" }, { "id": "compare-and-abstain", "status": "success" }, { "id": "build-review-queue", "status": "success" } ] }, "limitations": [ "Small synthetic fixture; no claim of real-world accuracy or human time saved.", "Similarity is not a calibrated probability. All proposed labels need user review before export.", "Long text is truncated at 256 wordpieces. English only; specialized issue vocabulary can fail.", "Near-duplicate scores are suggestions, never automatic closure or merge.", "Network-disabled proof blocks JavaScript fetch during inference; this is not an OS network sandbox." ] }