Update README.md

README.md

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----
-license: mit
----
+---
+language: en
+license: mit
+pretty_name: AlphaFold Misinterpretation Classifier v2
+task_categories:
+- text-classification
+- text-generation
+tags:
+- protein
+- alphafold
+- structural-biology
+- uncertainty
+- evaluation
+size_categories:
+- n<1K
+---
+
+AlphaFold Misinterpretation Classifier
+
+Purpose  
+Detect common ways people overclaim from AlphaFold outputs.
+
+Input fields  
+- protein_context  
+- alphafold_signals  
+- proposed_inference  
+
+Required output  
+Return one JSON object
+
+- misinterpretation  
+  yes or no  
+- error_type  
+  must match allowed list  
+- correction  
+  one sentence
+
+Allowed error_type values  
+- no_error  
+- low_confidence_region_overtrust  
+- interdomain_orientation_overclaim  
+- disorder_as_structure  
+- loop_position_overtrust  
+- complex_negation_from_monomer  
+- interface_overconfidence  
+- cofactor_absence_misread  
+- low_complexity_as_domain  
+
+Scoring  
+- misinterpretation_accuracy  
+- error_type_accuracy  
+- correction_similarity  
+- format_pass_rate
+
+Run scoring  
+python scorer.py --predictions predictions.jsonl --test_csv data/test.csv