Input Frame
Source image
Analysis Report
/results/4Roof cargo detected
Sedan with roof cargo.
Sedan
View good
Inference success
1 flagged condition
Risk score
39
Status
success
View quality
good
Key observations
Roof cargo
The model identified the highlighted conditions as the primary contributors to this assessment.
- Vehicle type
- Sedan
- Scene visibility
- good
- Flagged conditions
- 1
- Inference status
- success
Hazard Matrix
Structured observations
cargo above rear profile
not detected
rear protrusion
not detected
roof cargo
present
open tailgate
not detected
loose cover
not detected
Debug
Raw model payload
{
"id": "resp_0a32010356f4a2360069e8030e9f108194a316b12beda9b9ed",
"created_at": 1776812814.0,
"error": null,
"incomplete_details": null,
"instructions": "You are analyzing a still image from a fixed tunnel car wash camera mounted above and behind a vehicle. Only use visible evidence. Do not guess when visibility is poor. Return JSON only. Do not classify as CLEAR, REVIEW, or STOP.",
"metadata": {},
"model": "gpt-5.4-mini-2026-03-17",
"object": "response",
"output": [
{
"id": "msg_0a32010356f4a2360069e8030fd7d0819481b36d2f530288c2",
"content": [
{
"annotations": [],
"text": "{\"view_quality\":\"good\",\"vehicle_type\":\"sedan\",\"hazards\":{\"cargo_above_rear_profile\":{\"present\":false,\"confidence\":0.94},\"rear_protrusion\":{\"present\":false,\"confidence\":0.93},\"roof_cargo\":{\"present\":true,\"confidence\":0.98},\"open_tailgate\":{\"present\":false,\"confidence\":0.99},\"loose_cover\":{\"present\":false,\"confidence\":0.95}},\"summary\":\"White sedan in good view quality. Roof cargo is visibly mounted on the roof rack; no visible rear protrusion, cargo above the rear profile, loose cover, or open tailgate.\"}",
"type": "output_text",
"logprobs": []
}
],
"role": "assistant",
"status": "completed",
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"parallel_tool_calls": true,
"temperature": 1.0,
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"text": {
"format": {
"name": "carwash_hazard_observation",
"schema_": {
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"verbosity": "medium"
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"user": null,
"billing": {
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"frequency_penalty": 0.0,
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"store": true
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