Model card
Gemini 3.1 Flash Lite 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 | -18.33 | -18.33 to -18.33 | 30 | 100% | None |
| liberty | -60 | -60 to -60 | 30 | 100% | None |
| war | -15 | -15 to -15 | 30 | 100% | None |
| nation | -40 | -40 to -40 | 30 | 100% | None |
| culture | -21.67 | -21.67 to -21.67 | 30 | 100% | None |
| governance | -61.67 | -61.67 to -61.67 | 30 | 100% | None |
| secularism | -70 | -70 to -70 | 30 | 100% | None |
| technology | 5 | 5 to 5 | 30 | 100% | None |
| deviance | -60 | -60 to -60 | 30 | 100% | None |
Artifact Links
- Canonical responses: /polibench-paper-v1.0.1/canonical_responses.csv#j9712jf329acx64c34fq8gsg5h85esx6
- Axis intervals: /polibench-paper-v1.0.1/axis_intervals.csv#j9712jf329acx64c34fq8gsg5h85esx6
- Response controls: /polibench-paper-v1.0.1/response_style_controls.csv#j9712jf329acx64c34fq8gsg5h85esx6
- Exclusions: /polibench-paper-v1.0.1/exclusions.csv#j9712jf329acx64c34fq8gsg5h85esx6
- Duplicate resolution: /polibench-paper-v1.0.1/duplicate_resolution.csv#j9712jf329acx64c34fq8gsg5h85esx6
- Raw responses: artifacts/paid-next-labs-2026-04-24/full/google_gemini-3.1-flash-lite-preview/2dd289a1/j9712jf329acx64c34fq8gsg5h85esx6.responses.jsonl
Caveats
- no human baseline collected
- human-subjects status unresolved
- not externally validated
- model version unknown