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STAGE 1B · PRODUCT LABEL CALIBRATION
Turn review notes into exact boxes.
The first review identified eight incorrect green drafts. Adjust the suggested replacements here, then export normalized coordinates for an auditable reviewed manifest.These green boxes are second-draft suggestions—not MediaPipe output and not final human truth until you confirm them.Tracked evidence: first-pass priority queue 13/13 · 7 other frames remain unreviewedBoxes 0/8Placement decisions 0/3
Original agent draftEditable replacementProposed ad area
Top rightComposite rule risk 42% · above the current rule threshold—check geometry and risk driversTop leftComposite rule risk 42% · above the current rule threshold—check geometry and risk drivers
Drag a green box to move it. Drag its lower-right handle to resize. Percentage fields provide precise keyboard control.
Resolve three placement-note conflicts
The first export's buttons and written notes disagreed on these samples. Confirm the structured interpretation below.charge-008Pending
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Export partial calibration JSONThe export references the immutable first-pass review SHA-256 and does not modify the manifest automatically.