Two Hands094821C0200
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: rows sum to TOTAL (352 vs 388); votaron + representantes = section 5 (460 vs 394); section 5 = section 7 (394 vs 388)
The paper's own checks
Representatives who voted
Gemma read 62 · official capture 2 · the paper 2
Decision on the photo: 2, Gemma misread it; the official capture matches the paper. Confirmed by a person, blind, from the photo.
Unused ballots
Gemma read 252 (words 252) · official capture 242 · the paper 242
Decision on the photo: 242, Gemma misread it; the official capture matches the paper. Ai adjudicator, from the photo (person check pending).
Voters on the list
Gemma read 398 (words 398) · official capture 392 · the paper 392
Decision on the photo: 392, Gemma misread it; the official capture matches the paper. Ai adjudicator, from the photo (person check pending).
Ballots taken from the boxes
Gemma read 388 (words 388) · official capture 386 · the paper 388
Decision on the photo: 388, the official capture does not match the paper. Confirmed by a person, blind, from the photo.
TOTAL
Gemma read 388 (words 388) · official capture 386 · the paper 388
Decision on the photo: 388, the official capture does not match the paper. Confirmed by a person, blind, from the photo.
Separately: the official capture was wrong here
Ballots taken from the boxes: the official capture keyed 386; the paper says 388.
TOTAL: the official capture keyed 386; the paper says 388.
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
Other runs (2)
Qwen3.8-27B, pre-registered random run. sourceresults/calls_qwen.jsonl Read in 134.6 s, $0.000489.
| Field | Digits | Words | Official capture | Certified | ||
|---|---|---|---|---|---|---|
| Unused ballots section 2
|
252 | 252 | ✓ | |||
| Voters on the list section 3
|
398 | 398 | ✓ | |||
| Representatives who voted section 4
|
62 | — | ✓ | |||
| Voters + representatives section 5
|
394 | — | ✓ | |||
| Ballots taken from the boxes section 7
|
388 | 388 | ✓ | |||
| Option 01 | 55 | 55 | ✓ | |||
| Option 02 | 39 | 39 | ✓ | |||
| Option 03 | 3 | 3 | ✓ | |||
| Option 04 | 13 | 13 | ✓ | |||
| Option 05 | 15 | 15 | ✓ | |||
| Option 06 | 42 | 42 | ✓ | |||
| Option 07 | 161 | 161 | ✓ | |||
| Option 08 | 0 | 0 | ✓ | |||
| Option 09 | 0 | 0 | ✓ | |||
| Option 10 | 0 | 0 | ✓ | |||
| Option 11 | 2 | 2 | ✓ | |||
| Option 12 | 22 | 22 | ✓ | |||
| Option 13 | 0 | 0 | ✓ | |||
| Option 14 | 0 | 0 | ✓ | |||
| Option 15 | 0 | 0 | ✓ | |||
| Unregistered candidates | 0 | 0 | ✓ | |||
| Null votes | 0 | 0 | ✓ | |||
| TOTAL section 6
|
388 | 388 | ✓ |
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.