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organizational card for paper project

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- Edit this `README.md` markdown file to author your organization card.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ # Open Multi-Label ASJC Classification
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+ This Team Space hosts the **open, multi-label implementation of the All Science Journal Classification (ASJC) taxonomy**, designed to classify scientific documents at the individual level.
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+ ## Purpose
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+ Traditional ASJC classification is limited by incomplete sources, journal-level labels, and single-label assignments. This project provides:
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+ - **Multi-label classification across 307 subjects**
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+ - Fine-tuned **SciBERT model** trained on Crossref metadata
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+ - Methods for **collection-level analysis** (researcher portfolios, institutions, datasets)
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+
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+ ## Features
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+ - High accuracy: F1-score 0.892 (307 subjects), 0.934 (26 parent subjects)
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+ - Works with or without source title metadata
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+ - Open, reproducible, and ready for research use
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+
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+ ## Contents
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+ - Models, code, and notebooks for reproducing results
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+ - Example datasets and label-averaging utilities
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+ **Team:** Michael Gusenbauer, Jochen Endermann, Harald Huber, Simon Strasser, Andreas-Nizar Granitzer, Thomas Ströhle