Two Hands241393C0100
Straightened by its corner marks; the right-hand column (officials' names and signatures) is blacked out before the page is stored or sent to the model.
Read this sheet again, live
Gemma-4-31B-IT reads the masked page on AMD; the gate checks each field as the answer arrives.
How it's checked
Gate: Routed: Unregistered candidates digits 0, words 23; section 5 = section 7 (366 vs 376); section 7 = TOTAL (376 vs 370)
The paper's own checks
TOTAL
Gemma read 370 (words 370) · official capture 370 · the paper 370
Decision on the photo: 370, Gemma misread it; the official capture matches the paper. Confirmed by the certified count, by recount.
Ballots taken from the boxes
Gemma read 376 · official capture 370 · the paper 376
Decision on the photo: 376, the official capture does not match the paper. Ai adjudicator, from the photo (person check pending).
Separately: the official capture was wrong here
Ballots taken from the boxes: the official capture keyed 370; the paper says 376.
This compares the official typed record with the paper, not Gemma's read.
Full trace: two real sheets, request to receipt · Source code
All fields (23), and other runs of this sheet
Qwen3.8-Flash-Next, pre-registered random run. sourceresults/calls_qwen3.8-flash-next.jsonl Read in 124.8 s, $0.001986.
| Field | Digits | Words | Official capture | Certified | ||
|---|---|---|---|---|---|---|
| Unused ballots section 2
|
320 | 320 | ✓ | |||
| Voters on the list section 3
|
366 | 366 | ✓ | |||
| Representatives who voted section 4
|
0 | 0 | ✓ | |||
| Voters + representatives section 5
|
366 | 366 | ✓ | |||
| Ballots taken from the boxes section 7
|
376 | — | ✓ | |||
| Option 01 | 10 | 10 | ✓ | |||
| Option 02 | 25 | 25 | ✓ | |||
| Option 03 | 5 | 5 | ✓ | |||
| Option 04 | 174 | 174 | ✓ | |||
| Option 05 | 9 | 9 | ✓ | |||
| Option 06 | 30 | 30 | ✓ | |||
| Option 07 | 79 | 79 | ✓ | |||
| Option 08 | 1 | 1 | ✓ | |||
| Option 09 | 1 | 1 | ✓ | |||
| Option 10 | 0 | 0 | ✓ | |||
| Option 11 | 0 | 0 | ✓ | |||
| Option 12 | 7 | 7 | ✓ | |||
| Option 13 | 1 | 1 | ✓ | |||
| Option 14 | 3 | 3 | ✓ | |||
| Option 15 | 2 | 2 | ✓ | |||
| Unregistered candidates | 0 | 23 | ! | |||
| Null votes | 23 | 23 | ✓ | |||
| TOTAL section 6
|
370 | 370 | ✓ |
Options 01–15 are the form's vote rows in printed order, shown without party names. Digits and words are the model's two independent readings. Official capture: the double-keyed official capture of this image (PREP). Certified: the certified district count (Cómputos), which has no section 2-5 or 7 values. Amber: the capture differs from the model. † eye-checked: the capture mis-keyed the field.