Two Hands
Try it / tally sheet

090955C0200

INE 2024 tally sheet, type 2

Measured on AMD: Gemma-4-31B-IT, 2026-10-16, 78.2 s, $0.000126stored read

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Voters plus representatives give 438, section 5 says 338: this field goes to a person, with its photo
Gemma's read breaks one of the paper's own checks, so the gate does not accept it.
Privacy-masked page of form 090955C0200

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.

Watch it run

Read this sheet again, live

Gemma-4-31B-IT reads the masked page on AMD; the gate checks each field as the answer arrives.

About a minute. One live read runs at a time for the whole site; yours waits in a short queue and shows its place.

How it's checked

Gate: Routed: votaron + representantes = section 5 (438 vs 338)

The paper's own checks

✓ rows sum to TOTAL 338 = 338
✕ votaron + representantes = section 5 438 ≠ 338
✓ section 5 = section 7 338 = 338
✓ section 7 = TOTAL 338 = 338
✓ words = digits on every field 23 of 23
Routed to a person

Representatives who voted

Masked crop of Representatives who voted on form 090955C0200

Gemma read 100 · official capture 0 · the paper 0

Decision on the photo: 0, Gemma misread it; the official capture matches the paper. Confirmed by a person, blind, from the photo.

With the paper's 0, votaron + representantes = section 5 gives 338 = 338.

Receipt a Merkle receipt for this field in the sample audit of 300 sheets
receipt (JSON)
Routed to a person

Unused ballots

Masked crop of Unused ballots on form 090955C0200

Gemma read 200 · official capture 206 · the paper 206

Decision on the photo: 206, Gemma misread it; the official capture matches the paper. Ai adjudicator, from the photo (person check pending).

Receipt a Merkle receipt for this field in the sample audit of 300 sheets
receipt (JSON)
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 78.2 s, $0.000126.

FieldDigitsWordsOfficial
capture
Certified
Unused ballots
section 2
200 — ✓
Voters on the list
section 3
338 — ✓
Representatives who voted
section 4
100 — ✓
Voters + representatives
section 5
338 — ✓
Ballots taken from the boxes
section 7
338 338 ✓
Option 01 47 47 ✓
Option 02 19 19 ✓
Option 03 5 5 ✓
Option 04 11 11 ✓
Option 05 11 11 ✓
Option 06 42 42 ✓
Option 07 155 155 ✓
Option 08 3 3 ✓
Option 09 1 1 ✓
Option 10 1 1 ✓
Option 11 1 1 ✓
Option 12 27 27 ✓
Option 13 3 3 ✓
Option 14 6 6 ✓
Option 15 2 2 ✓
Unregistered candidates 1 1 ✓
Null votes 3 3 ✓
TOTAL
section 6
338 338 ✓

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.

Now on 300 sheets: the sample audit