Merge and enhance dataset card with YAML frontmatter

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README.md

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+---
+license: odc-by
+task_categories:
+- text-classification
+- token-classification
+- table-question-answering
+- question-answering
+- zero-shot-classification
+- summarization
+- feature-extraction
+- text2text-generation
+language:
+- en
+tags:
+- medical
+- climate
+- code
+- chemistry
+- biology
+- finance
+- legal
+pretty_name: OpenAlex Scholarly Knowledge Graph
+size_categories:
+- 100M<n<1B
+dataset_info:
+  features:
+  - name: id
+    dtype: string
+  - name: doi
+    dtype: string
+  - name: title
+    dtype: string
+  - name: publication_year
+    dtype: int64
+  - name: cited_by_count
+    dtype: int64
+  - name: is_oa
+    dtype: bool
+  - name: type
+    dtype: string
+  - name: abstract
+    dtype: string
+  splits:
+  - name: train
+    num_examples: 174000000
+---
+
 # 🎓 OpenAlex: The World's Scholarly Knowledge Graph
 
 <center>
@@ -150,7 +197,7 @@ embeddings = model.encode([paper['title'] for paper in dataset.take(1000)])
 
 ## License
 
-This dataset is released under the **CC0 1.0 Universal (Public Domain)** license, following OpenAlex's commitment to open science. No rights reserved - you are free to use this data for any purpose.
+This dataset is released under the **Open Data Commons Attribution License (ODC-By) v1.0**, following OpenAlex's commitment to open science. You are free to share and adapt this data with proper attribution.
 
 ## Citation
 

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