feat(carwash): review outbox, booth side — plate-blurred vehicle crop + the operator's choice, queued for a trusted remote reviewer
The operator's category choice is a hypothesis, not truth (user, 2026-09-06): each wash order with a vehicle read queues a package for a trusted reviewer over the private overlay (Netbird); the verdict becomes the phase-B training label and the per-operator error rate. wiki/concepts/vision-review-outbox.md. - Boxes: the vision service returns the vehicle bbox; snapshot.ts stores the vehicle and plate boxes on the read as FRACTIONS of the analysed frame (the stored snapshot is a downscaled copy); vehicleForIdentity() returns them. - carwash_review_outbox (migration 0031) + review-outbox.ts: crop = detector box + 8 % margin, ≤ 640 px, plate blurred in place from the plate box; payload carries a pseudonymous booth id and a keyed operator hash — no site name, no plate, no OSD, no bystanders; multipart POST with a per-booth bearer; 2xx → sent (image dropped); 400/404/413/415/422 → abandoned; anything else → backoff 1 min·2^n capped 6 h; voided orders and items older than 14 days abandoned unsent. Nothing queued while unconfigured. - Enqueue is fire-and-forget off the intake path in createOrder; the loop runs every CARWASH_REVIEW_INTERVAL_SEC (60) and stops on close. - GET /api/carwash/review/status (site:read) + a "Remote review" line in Setup → Car wash. - Env CARWASH_REVIEW_URL / _TOKEN / _BOOTH_ID (all three or off) documented in .env.example and forwarded by compose. - Tests: review-outbox.test.ts (crop + blur on a synthetic frame, config/pseudonyms, queue/drain/backoff/abandon, through the app). Wiki: new concept page, index, venue-modules As built, log. The collector is not built. Claude-Session: https://claude.ai/code/session_01FWncR69HgGPuei1dLrW3cU
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@@ -43,6 +43,8 @@ class VehicleResult(BaseModel):
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body_type: str | None = None
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# Confidence of `body_type` (0–1). Node compares it to the site's threshold.
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confidence: float | None = Field(default=None, ge=0.0, le=1.0)
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# The vehicle's box in frame pixels — the crop a reviewer sees / a classifier eats.
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bbox: BBox | None = None
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make: str | None = None
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model: str | None = None
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