Human Loop Reviews
Review confirmations and peer signals used to improve classification accuracy. This page shows the most recent user selections and aggregated consensus by UPC/name.
How It WorksShow
Low-confidence classifications are confirmed by users. Each confirmation is stored as a review and aggregated into peer signals. Strong peer consensus can be shown back in the classifier to guide future selections and improve accuracy over time.
Filters
Filter by org, engine, or product identifiers.
Recent Reviews
3 total matching reviews · showing 3
| Created | UPC | Name | Selected Code | Code Description | Engine | Org | Segment |
|---|---|---|---|---|---|---|---|
| 2026-01-26 23:03:21 | 00009800570034 | kinderjoymultipk2 1zmorekinderjoymultipk2 1z | 50161813.210 | Chocolate or Chocolate Substitute Candy w/o Flour - Labeled as Individual ServingmoreChocolate or Chocolate Substitute Candy w/o Flour - Labeled as Individual Serving | onesource | - | - |
| 2026-01-26 22:01:59 | 00034000318940 | kitkatchocodonut1 5zmorekitkatchocodonut1 5z | 50161813.110 | Chocolate or Chocolate Substitute Candy w/ Flour - Labeled as Individual ServingmoreChocolate or Chocolate Substitute Candy w/ Flour - Labeled as Individual Serving | onesource | - | - |
| 2026-01-26 22:00:07 | - | kit katmorekit kat | 50161813.210 | Chocolate or Chocolate Substitute Candy w/o Flour - Labeled as Individual ServingmoreChocolate or Chocolate Substitute Candy w/o Flour - Labeled as Individual Serving | onesource | - | - |
Top Peer Signals
3 total matching signals · showing 3
| UPC | Name | Code | Count | Last Selected | Engine | Org | Segment |
|---|---|---|---|---|---|---|---|
| 00009800570034 | kinderjoymultipk2 1z | 50161813.210 | 1 | 2026-01-26 23:03:21 | onesource | - | - |
| 00034000318940 | kitkatchocodonut1 5z | 50161813.110 | 1 | 2026-01-26 22:01:59 | onesource | - | - |
| - | kit kat | 50161813.210 | 1 | 2026-01-26 22:00:07 | onesource | - | - |