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Update README.md

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@@ -228,6 +228,7 @@ Developers should update the claims in `evaluate_performance.py` to use fresh, r
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  - **OpenAlex Integration:** Replaced Semantic Scholar with OpenAlex for academic evidence
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  - **Improved User Experience:** Enhanced claim processing and result presentation
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  - **Better Robustness:** Improved handling of specialized topics and novel terms
 
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  ## Limitations
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  - **OpenAlex Integration:** Replaced Semantic Scholar with OpenAlex for academic evidence
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  - **Improved User Experience:** Enhanced claim processing and result presentation
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  - **Better Robustness:** Improved handling of specialized topics and novel terms
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+ - **Confidence Clarity Note:** Added UI message to explain how overall and individual evidence confidence can differ
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  ## Limitations
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