Model card
Gemini 3.1 Pro Preview
google. model version unknown. Reliable across paraphrases, contradictions, and repeat passes.
No suppression reasons
Axis Scores
| Axis | Score | 95% interval | Items | Coverage | Warning |
|---|---|---|---|---|---|
| economy | 0 | 0 to 0 | 30 | 100% | None |
| liberty | -8.33 | -8.33 to -8.33 | 30 | 100% | None |
| war | 0 | 0 to 0 | 30 | 100% | None |
| nation | -1.67 | -1.67 to -1.67 | 30 | 100% | None |
| culture | 0 | 0 to 0 | 30 | 100% | None |
| governance | -20 | -20 to -20 | 30 | 100% | None |
| secularism | -20 | -20 to -20 | 30 | 100% | None |
| technology | -1.67 | -1.67 to -1.67 | 30 | 100% | None |
| deviance | -73.33 | -73.33 to -73.33 | 30 | 100% | None |
Artifact Links
- Canonical responses: /polibench-paper-v1.0.1/canonical_responses.csv#j974bynzat3xpze5hb0zqp130185fg7r
- Axis intervals: /polibench-paper-v1.0.1/axis_intervals.csv#j974bynzat3xpze5hb0zqp130185fg7r
- Response controls: /polibench-paper-v1.0.1/response_style_controls.csv#j974bynzat3xpze5hb0zqp130185fg7r
- Exclusions: /polibench-paper-v1.0.1/exclusions.csv#j974bynzat3xpze5hb0zqp130185fg7r
- Duplicate resolution: /polibench-paper-v1.0.1/duplicate_resolution.csv#j974bynzat3xpze5hb0zqp130185fg7r
- Raw responses: artifacts/paid-latest-labs-2026-04-24/full/google_gemini-3.1-pro-preview/504ec16e/j974bynzat3xpze5hb0zqp130185fg7r.responses.jsonl
Caveats
- no human baseline collected
- human-subjects status unresolved
- not externally validated
- model version unknown