Update citation file

[Armavica]

Switch to CITATION.cff.

Validated with cffconvert.

Description

Related Issue

• Closes DOC: Add a CITATION.cff file #7477
• Related to #

Checklist

• Checked that the pre-commit linting/style checks pass
• Included tests that prove the fix is effective or that the new feature works
• Added necessary documentation (docstrings and/or example notebooks)
• If you are a pro: each commit corresponds to a relevant logical change

Type of change

• New feature / enhancement
• Bug fix
• Documentation
• Maintenance
• Other (please specify):

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📚 Documentation preview 📚: https://pymc--7479.org.readthedocs.build/en/7479/

[aloctavodia]

Probably better to switch to cff, see #7477

[Armavica]

In my understanding it's for a different purpose: while the bib is for the paper, the cff is for a specific version of the software, but I could be wrong and would be happy to be corrected.

[aloctavodia]

cff is for the paper. See https://github.com/arviz-devs/preliz/blob/main/CITATION.cff as an example.

[twiecki]

What about the upper case?

[Armavica]

First of all, the published title is not in title case: https://peerj.com/articles/cs-1516/

Besides, upper or lower case are irrelevant in bibtex entries, unless wrapped in extra {}s. BibTeX will apply title case or normal case to all titles depending on the style sheet.

This version preserves the original case better, by wrapping PyMC and Python in extra {}s (see ref. 111 of https://arxiv.org/pdf/2408.09024 likely generated from the previous bib file).

[Armavica]

@aloctavodia I generated a cff file semi-manually and validated it with cffconvert.

[aloctavodia]

LGTM!