Two Hands070154C0100
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: Unused ballots not read (blank or faint); Voters on the list not read (blank or faint); Representatives who voted not read (blank or faint); Voters + representatives not read (blank or faint) …
The paper's own checks
Null votes
Gemma read 61 · official capture 30 · the paper 30
Decision on the photo: 30, Gemma misread it; the official capture matches the paper. Ai adjudicator, from the photo (person check pending).
Option 01
Gemma read 75 · official capture 15 · the paper 15
Decision on the photo: 15, Gemma misread it; the official capture matches the paper. Confirmed by the certified count, by recount.
Option 05
Gemma read 41 · official capture 91 · the paper 91?
Decision on the photo: 91?, the paper itself is ambiguous. Ai adjudicator, from the photo (person check pending).
Option 07
Gemma read 254 · official capture 354 · the paper 354
Decision on the photo: 354, Gemma misread it; the official capture matches the paper. Confirmed by a person, blind, from the photo.
Option 11
Gemma read 5 · official capture 3 · the paper 3
Decision on the photo: 3, Gemma misread it; the official capture matches the paper. Ai adjudicator, from the photo (person check pending).
Option 15
Gemma read 0 · official capture 1 · the paper 1
Decision on the photo: 1, Gemma misread it; the official capture matches the paper. Ai adjudicator, from the photo (person check pending).
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.jsonl Read in 264.5 s, $0.000142.
| Field | Digits | Words | Official capture | Certified | ||
|---|---|---|---|---|---|---|
| Unused ballots section 2
|
— | — | ! | |||
| Voters on the list section 3
|
— | — | ! | |||
| Representatives who voted section 4
|
— | — | ! | |||
| Voters + representatives section 5
|
— | — | ! | |||
| Ballots taken from the boxes section 7
|
— | — | ! | |||
| Option 01 | 75 | — | ✓ | |||
| Option 02 | 61 | — | ✓ | |||
| Option 03 | 8 | — | ✓ | |||
| Option 04 | 44 | — | ✓ | |||
| Option 05 | 41 | — | ✓ | |||
| Option 06
row 11: the printed label read is not the one expected here |
11 | — | ! | |||
| Option 07 | 254 | — | ✓ | |||
| Option 08 | 0 | — | ✓ | |||
| Option 09 | 0 | — | ✓ | |||
| Option 10 | 0 | — | ✓ | |||
| Option 11 | 5 | — | ✓ | |||
| Option 12 | 5 | — | ✓ | |||
| Option 13 | 0 | — | ✓ | |||
| Option 14 | 0 | — | ✓ | |||
| Option 15 | 0 | — | ✓ | |||
| Unregistered candidates | 0 | — | ✓ | |||
| Null votes | 61 | — | ✓ | |||
| TOTAL section 6
|
— | — | ! |
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.