Use CITATION.cff standard for citation information

CITATION.cff

@@ -0,0 +1,97 @@
+# This CITATION.cff file was generated with cffinit.
+# Visit https://bit.ly/cffinit to generate yours today!
+
+cff-version: 1.2.0
+title: Intermediate Research Software Development Skills (Python)
+message: >-
+  If you use this dataset, please cite it using the metadata
+  from this file.
+type: dataset
+authors:
+  - given-names: Aleksandra
+    family-names: Nenadic
+    orcid: 'https://orcid.org/0000-0002-2269-3894'
+  - given-names: Steve
+    family-names: Crouch
+    orcid: 'https://orcid.org/0000-0001-8985-6814'
+  - given-names: Thomas
+    family-names: Kiley
+  - given-names: Raniere
+    family-names: Silva
+  - given-names: François
+    family-names: Michonneau
+  - given-names: Maxim
+    family-names: Belkin
+  - given-names: James
+    family-names: Graham
+  - given-names: Greg
+    family-names: Wilson
+  - given-names: Matthew
+    family-names: Bluteau
+    orcid: 'https://orcid.org/0000-0001-9498-8475'
+  - given-names: Toby
+    family-names: Hodges
+  - given-names: Zhian
+    family-names: Kamvar
+  - given-names: Sven
+    family-names: Burg
+    name-particle: van der
+    orcid: 'https://orcid.org/0000-0003-1250-6968'
+  - given-names: Abby
+    family-names: Cabunoc Mayes
+  - given-names: Martin
+    family-names: Robinson
+  - given-names: Sam
+    family-names: Mangham
+  - given-names: Jacalyn
+    family-names: Laird
+  - given-names: Sarah
+    family-names: Stevens
+  - given-names: Katrin
+    family-names: Leinweber
+  - given-names: Erin
+    family-names: Becker
+  - given-names: João
+    family-names: Rodrigues
+  - given-names: Douglas
+    family-names: Lowe
+    orcid: 'https://orcid.org/0000-0002-1248-3594'
+  - given-names: Aman
+    family-names: Goel
+  - given-names: Matthew M.
+    family-names: Graham
+    orcid: 'https://orcid.org/0000-0001-9104-7960'
+  - given-names: Devaraj
+    family-names: Gopinathan
+    orcid: 'https://orcid.org/0000-0002-0490-3229'
+  - given-names: Jaro
+    family-names: Camphuijsen
+    orcid: 'https://orcid.org/0000-0002-8928-7831'
+  - given-names: Giulia
+    family-names: Crocioni
+    orcid: 'https://orcid.org/0000-0002-0823-0121'
+  - given-names: William
+    family-names: Close
+identifiers:
+  - type: doi
+    value: 10.5281/zenodo.6532056
+    description: Zenodo
+repository-code: >-
+  https://github.com/carpentries-incubator/python-intermediate-development
+url: >-
+  https://carpentries-incubator.github.io/python-intermediate-development/
+abstract: >-
+  This is an intermediate-level course in collaborative
+  research software engineering and development skills,
+  using Python as an example language. It teaches these
+  skills in a way that mimics a typical software development
+  process working as a part of a team, starting from an
+  existing piece of software.
+keywords:
+  - Python
+  - Software Development
+  - Carpentries
+license: CC-BY-4.0
+commit: 9c4db4c870d9b9cdf85f84f032b7341cbd8cb387
+version: beta-July2025
+date-released: '2025-07-30'

README.md

@@ -97,7 +97,7 @@ under the [MIT licence][mit-license]. For more information, see [LICENSE.md](LIC
 
 ## Citation
 
-To cite this lesson, please consult with [CITATION](CITATION).
+To cite this lesson, please consult [CITATION.cff](CITATION.cff).
 
 ## Contact
 

paper.bib

@@ -1,6 +1,48 @@
-@misc{ssi-international-rse-survey-2018,
-  title={SSI International RSE Survey 2018: What do we know about RSEs?},
-  author={Philippe, Olivier and Hammitzsch, Martin and Janosch, Stephan and van der Walt, Anelda and van Werkhoven, Ben and Hettrick, Simon and Katz, Daniel S. and Leinweber, Katrin and Gesing, Sandra and Druskat, Stephan and Henwood, Scott and May, Nicholas R. and Lohani, Nooriyah P. and Sinha, Manodeep}
-  year={2018},
-  url={https://zenodo.org/records/2585783}
+@software{aleksandra_nenadic_2025_16606960,
+  author       = {Aleksandra Nenadic and
+                  Steve Crouch and
+                  Thomas Kiley and
+                  Matthew and
+                  James Graham and
+                  Toby Hodges and
+                  Sven van der Burg and
+                  JacalynLaird and
+                  Sarah Stevens and
+                  Douglas Lowe and
+                  Sam Mangham and
+                  Frank Löffler and
+                  Sander van Rijn and
+                  Giulia Crocioni and
+                  Harry Saunders and
+                  Tom Neep and
+                  Renato Alves and
+                  Daniel S. Katz and
+                  Aman Goel and
+                  wk9874 and
+                  Jen Reeve and
+                  gkmurphy and
+                  Yuriy Sverchkov and
+                  shartleybham-acuk and
+                  gadgil48 and
+                  Olexandr Konovalov and
+                  Martin Robinson and
+                  Kristian Zarębski and
+                  k-collie and
+                  Jonathan Guyer},
+  title        = {carpentries-incubator/python-intermediate-
+                   development: beta-July2025
+                  },
+  month        = jul,
+  year         = 2025,
+  publisher    = {Zenodo},
+  version      = {beta-July2025},
+  doi          = {10.5281/zenodo.16606960},
+  url          = {https://doi.org/10.5281/zenodo.16606960},
+  swhid        = {swh:1:dir:4e163afdc5932d261104cb14711a1b74f3830e93
+                   ;origin=https://doi.org/10.5281/zenodo.6532056;vis
+                   it=swh:1:snp:c533704377fc2ff7bd185837b8a4da705e9f3
+                   81e;anchor=swh:1:rel:ccaf7af66378454acc2fb3232edb0
+                   4f78d050dde;path=carpentries-incubator-python-
+                   intermediate-development-9c4db4c
+                  },
 }