metadata
language: en
license: mit
pretty_name: Protein Structure Uncertainty Auditor v2
task_categories:
- text-classification
- text-generation
tags:
- protein
- structural-biology
- uncertainty
- model-evaluation
size_categories:
- n<1K
Protein Structure Uncertainty Auditor
Goal
Detect when predicted protein structures are too uncertain for downstream use.
Model must output
- uncertainty_flag (yes/no)
- uncertainty_type
- recommendation
This dataset tests whether models can audit structural confidence before use in:
- drug design
- docking
- mutation mapping
- function inference
Run scorer
python scorer.py --predictions predictions.jsonl --test_csv data/test.csv