Two Hands220497B0100
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: Option 10 not read (blank or faint); Option 11 not read (blank or faint); 3 row labels not where expected; section 5 = section 7 (421 vs 422)
The paper's own checks
Option 04
Gemma read 26 · official capture 20 · the paper 20
Decision on the photo: 20, Gemma misread it; the official capture matches the paper. Confirmed by the certified count, by recount.
Option 05
Gemma read 7 · official capture 17 · the paper 17
Decision on the photo: 17, Gemma misread it; the official capture matches the paper. Confirmed by the certified count, by recount.
Option 07
Gemma read 192 · official capture 199 · the paper 199
Decision on the photo: 199, Gemma misread it; the official capture matches the paper. Ai adjudicator, from the photo (person check pending).
Option 09
Gemma read 6 · official capture 5 · the paper 5
Decision on the photo: 5, Gemma misread it; the official capture matches the paper. Ai adjudicator, from the photo (person check pending).
With the paper's 5, section 5 = section 7 gives 421 = 421.
Option 12
Gemma read 5 · official capture Ilegible · the paper None
Decision on the photo: None, the field cannot be read on the photo. Ai adjudicator, from the photo (person check pending).
Option 13
Gemma read 4 · official capture Ilegible · the paper None
Decision on the photo: None, the field cannot be read on the photo. Confirmed by a person, blind, from the photo.
Representatives who voted
Gemma read 4 · official capture 4 · the paper 4
Decision on the photo: 4, Gemma misread it; the official capture matches the paper. Ai adjudicator, from the photo (person check pending).
Unused ballots
Gemma read 318 · official capture 348 · the paper 348
Decision on the photo: 348, Gemma misread it; the official capture matches the paper. Ai adjudicator, from the photo (person check pending).
Unregistered candidates
Gemma read 8 · official capture Ilegible · the paper 8
Decision on the photo: 8, the official capture does not match the paper. Ai adjudicator, from the photo (person check pending).
Separately: the official capture was wrong here
Unregistered candidates: the official capture keyed Ilegible; the paper says 8.
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)
Gemma-4-31B-IT, pre-registered random run. sourceresults/calls_gemma_b4.jsonl Read in 40.9 s, $0.000123.
| Field | Digits | Words | Official capture | Certified | ||
|---|---|---|---|---|---|---|
| Unused ballots section 2
|
318 | — | ✓ | |||
| Voters on the list section 3
|
417 | — | ✓ | |||
| Representatives who voted section 4
|
4 | — | ✓ | |||
| Voters + representatives section 5
|
421 | — | ✓ | |||
| Ballots taken from the boxes section 7
|
422 | 422 | ✓ | |||
| Option 01 | 85 | — | ✓ | |||
| Option 02
row 7: the printed label read is not the one expected here |
12 | — | ! | |||
| Option 03
row 8: the printed label read is not the one expected here |
3 | — | ! | |||
| Option 04 | 26 | — | ✓ | |||
| Option 05 | 7 | — | ✓ | |||
| Option 06 | 35 | — | ✓ | |||
| Option 07 | 192 | — | ✓ | |||
| Option 08 | 3 | — | ✓ | |||
| Option 09
row 14: the printed label read is not the one expected here |
6 | — | ! | |||
| Option 10 | — | — | ! | |||
| Option 11 | — | — | ! | |||
| Option 12 | 5 | — | ✓ | |||
| Option 13 | 4 | — | ✓ | |||
| Option 14 | 3 | — | ✓ | |||
| Option 15 | 5 | — | ✓ | |||
| Unregistered candidates | 8 | — | ✓ | |||
| Null votes | 9 | — | ✓ | |||
| TOTAL section 6
|
422 | 422 | ✓ |
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.