Document model probability limitations and future calibration work.
Scope:
- Explain that current confidence/probability values are model scores, not field-validated certainty.
- Add calibration as a future ML reliability task.
- Update MODEL_CARD.md and MODEL_RELEASE_NOTES.md.
Acceptance criteria:
- Model probability limitations are documented.
- No production agronomic reliability is claimed.
- Calibration is listed as a future task.
Document model probability limitations and future calibration work.
Scope:
Acceptance criteria: