| # Third-party data and code license inventory | |
| Audit date: 2026-08-10. This study's third-party surface is small: no | |
| third-party benchmark items are used (the OPERATE-FR suites are | |
| project-authored), and no third-party source is vendored. | |
| | Component | Exact experimental source | License basis | Redistributed here? | Public treatment | | |
| |---|---|---|---|---| | |
| | Gemma 4 12B IT / 12B IT QAT / 26B / 26B-A4B IT QAT weights | Ollama library tags pinned in `ENVIRONMENT.md` | Gemma Terms of Use (Google) | No | Tags + content digests only | | |
| | Ollama runtime 0.30.6 | ollama.com install | MIT | No | Version pin only | | |
| | operate-fr-bench harness | github.com/mobius-style/mmv (project-owned) | AGPL-3.0 | No (referenced) | Public upstream; profiles named in `REPRODUCE.md` | | |
| | OPERATE-FR Smoke-100 / Core-500 suites | project-local (author-owned) | Author's own work, unpublished | No | SHA-256 hashes in `ENVIRONMENT.md` | | |
| | Governance stack (route_transformer / post_validator / force_reanchor_v2) | part of the public mmv repository | AGPL-3.0 (project-owned) | No (referenced) | Named profiles, public upstream | | |