Model Claim

TODO:

• [ ] Add page-specific notes for portfolio-evidence/claims-and-proof/model-claim.md after inspecting the real project files.
• [ ] Cross-link Model Claim to the most relevant code, data, testing, and safety pages.
• [ ] Identify the exact claim this page is supposed to support.
• [ ] List the public-facing evidence needed for this claim.
• [ ] Add links to videos, photos, logs, screenshots, or reports that prove the claim.
• [ ] State what a general reader should understand after seeing the evidence.
• [ ] State what a technical reviewer should be able to verify from the evidence.
• [ ] Separate proven results from still-in-progress work.
• [ ] Add dates, model versions, dataset names, and test conditions where relevant.
• [ ] Add limitations so the evidence is honest and not overstated.
• [ ] Pair every claim with concrete evidence and a limitation.
• [ ] Add the fastest way for a skeptical reader to verify the claim.
• [ ] List model file path, version, preprocessing path, output scale, and known field behavior.
• [ ] Add current vs historical metrics once retesting is complete.
• [ ] Add the exact source path, artifact path, or hardware component name.