metadata
license: mit
tags:
- alphafold
- clarus
- biology
- structure
- evaluation
- safety
AlphaFold Misinterpretation Classifier (AMC) v0.1
Purpose
Help models spot when AlphaFold outputs are used to make claims that go beyond their scope. Teach restraint. Promote correct boundaries around structural interpretation.
Columns
- claim
- misinterpretation_type
- reason_hint
- action
misinterpretation_type examples
- function_from_structure: assuming activity from fold
- binding_assertion: assuming ligand interaction
- metric_confusion: misreading confidence or aligned error
- state_fixation: treating one conformation as the only state
- taxonomy_jump: treating confidence as family evidence
action
- refuse: decline and point out the jump
- request_context: ask for missing conditions
- answer_with_correction: correct logic without overreach
Use
- evaluation on biomedical hallucination
- model alignment training around biological scope limits
- developer sanity checks for RAG systems using AlphaFold output
Boundaries
No lab instructions. No sequence design. No optimization paths. All statements focus on conceptual fit, not engineering.