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docs: use the paper's own abstract in CITATION.cff - #7

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Aug 3, 2026
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docs: use the paper's own abstract in CITATION.cff#7
KalinNonchev merged 1 commit into
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docs/paper-abstract

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The abstract field added in #5 was a paraphrase I wrote from the README, not the preprint's abstract. This replaces it with the published text.

It matters because CITATION.cff is what GitHub's Cite this repository box, Zenodo and citation managers read — a paraphrase there quietly becomes the project's description wherever the file is consumed.

The software-specific note (PolyForm Noncommercial for code, CC-BY-NC-SA-4.0 for weights, research use only) is kept as a short trailing sentence, since the paper abstract does not cover licensing.

Verified: CITATION.cff still validates against cff-version 1.2.0 (cffconvert), and the abstract round-trips through the YAML folded scalar verbatim.

🤖 Generated with Claude Code

The abstract added in #5 was a paraphrase written from the README, not the
abstract of the preprint. Replace it with the published text, so anything that
surfaces this file (GitHub's "Cite this repository", Zenodo, citation managers)
shows what the paper actually says. The software-specific licensing and
research-use note is kept as a short trailing note.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
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KalinNonchev merged commit 032e6db into main Aug 3, 2026
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KalinNonchev deleted the docs/paper-abstract branch August 3, 2026 14:55
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