2025
Akazawa, Mari, Svenja Guhr, Julian Häußler, Evelyn Gius, Stefanie Messner, Haimo Stiemer, Janis von Keitz, and Malte Meister. 2025. “Textannotation in Der Lehre Einsetzen: Ein Einstieg Mit CATMA”. In Book of Abstracts - DHd 2025, edited by Nils Reiter, Thomas Haider, Daniel Kababgi, and Hendrik Buschmeier, 78–80. Bielefeld. https://doi.org/10.5281/zenodo.14942982.
Akazawa, Mari, and Evelyn Gius. 2025. “Literaturwissenschaftlich Arbeiten Mit Großen Sprachmodellen?”. Zeitschrift Für Literaturwissenschaft Und Linguistik. https://doi.org/10.1007/s41244-025-00383-4.
Gerstorfer, Dominik, and Evelyn Gius. 2025. “Operationalizing Operationalizing”. In DHd2025, 345–48. Bielefeld. https://doi.org/https://doi.org/10.5281/zenodo.14943080.
Gius, Evelyn, Julian Häußler, and Janis von Keitz. 2025. “Deutschsprachige Prosa Als Mehrsprachige Prosa: Versuch Einer Automatischen Erkennung”. In (Mehr)Sprachen Lernen, Lehren, Leben. Festschrift Für Britta Hufeisen Zum 65. Geburtstag, edited by Beate Lindemann, Nicole Marx, and Heidi Seifert, 58–62. Düren: Shaker Verlag.
Stiemer, Haimo, Hans Ole Hatzel, Chris Biemann, and Evelyn Gius. 2025. “Pause Im Text. Zur Exploration Semantisch Konditionierter Sprechpausen in Hörbüchern”. In DHd2025, 275–78. Bielefeld: Zenodo. https://doi.org/10.5281/ZENODO.14943031.2024
Akazawa, Mari, Dominik Gerstorfer, and Evelyn Gius. 2024. “forTEXT-Hefte: Eine Open-Access-Plattform Für Den Wissensaustausch in Den Digitalen Literaturwissenschaften”. In Book of Abstracts, 1–2. Passau. https://zenodo.org/records/10990685.
Gerstorfer, Dominik, Julian Häußler, and Evelyn Gius. 2024. “Reinventing (Literary) Operationalization”. In Book of Abstracts. Washington D.C., USA. https://doi.org/10.5281/zenodo.13761079.
Guhr, Svenja, and Mark Algee-Hewitt. 2024. “What's That Scary Sound? Ambient Sound in Gothic Fiction”. Journal of Computational Literary Studies 2 (1). https://doi.org/10.48694/jcls.3583.
Guhr, Svenja. 2024. “theme-d-Prose 1848-1920”. Zenodo. https://doi.org/10.5281/ZENODO.12666500.
Hatzel, Hans Ole, Haimo Stiemer, Chris Biemann, and Evelyn Gius. 2024. “Narrativität Visualisieren - Eine Rezeptionsstudie Zur Evaluation Der Heuristischen Qualität Von Narrativitätsgraphen.”. In Book of Abstracts. Passau: Zenodo. https://doi.org/10.5281/zenodo.10698506.
Häußler, Julian, Svenja Guhr, and Evelyn Gius. 2024. “Lautstärke Und Konflikt in Realismus Und Naturalismus”. In DHd 2024 Quo Vadis DH. Passau. https://doi.org/10.5281/ZENODO.10698470.
Häußler, Julian, and Evelyn Gius. 2024. “Animacy in German Folktales”. In Proceedings of the Computational Humanities Research Conference 2024, edited by Wouter Haverals, Marijn Koolen, and Laure Thompson, 3834:1023–36. Aarhus, Denmark: CEUR. https://ceur-ws.org/Vol-3834/paper90.pdf.
Stiemer, Haimo, Evelyn Gius, and Dominik Gerstorfer. 2024. “Künstliche Intelligenz Und Literaturwissenschaftliche Expertise”. In KI:Text, edited by Gerhard Schreiber and Lukas Ohly, 455–66. De Gruyter. https://www.degruyter.com/document/doi/10.1515/9783111351490-029/html.2023
Bartsch, Sabine, Evelyn Gius, Marcus Müller, Andrea Rapp, and Thomas Weitin. 2023. “Sinn Und Segment. Wie Die Digitale Analysepraxis Unsere Begriffe Schärft”. Zeitschrift Für Digitale Geisteswissenschaften. https://doi.org/10.17175/2023_003.
Gerstorfer, Dominik, Evelyn Gius, and Janina Jacke, eds. 2023. Categories in Digital Humanities. Vol. 3. Digital Humanities Quarterly 17. http://www.digitalhumanities.org/dhq/vol/17/3/index.html.
Gerstorfer, Dominik, Evelyn Gius, and Janina Jacke. 2023. “Working on and with Categories for Text Analysis: Challenges and Findings from and for Digital Humanities Practices”. Digital Humanities Quarterly 17 (3). http://www.digitalhumanities.org/dhq/vol/17/3/000704/000704.html.
Gerstorfer, Dominik, and Evelyn Gius. 2023. “Konflikte Als Theorie, Modell Und Text - Ein Kategorientheoretischer Zugang Zur Operationalisierung Von Konflikten”. In 9. Tagung Des Verbands Digital Humanities Im Deutschsprachigen Raum, DHd 2023, Belval, Luxembourg and Trier, Germany, March 13 - 17, 2022, edited by Anna Busch and Peer Trilcke, 189. https://doi.org/10.5281/ZENODO.7715293.
Gius, Evelyn, Christof Schöch, Peer Trilcke, Dominik Gerstorfer, Svenja Guhr, Elodie Ripoll, and Henny Sluyter-Gäthje. 2023. “Opening a Journal. Erfahrungen Bei Der Gründung Des Journal of Computational Literary Studies”. In Book of Abstracts. Luxemburg/Trier: Zenodo. https://doi.org/10.5281/ZENODO.7715496.
Gius, Evelyn, Christof Schöch, Peer Trilcke, Dominik Gerstorfer, Svenja Guhr, Elodie Ripoll, and Henny Sluyter-Gäthje. 2023. “The Journal of Computational Literary Studies (JCLS): Community, Review, and Editorial Workflow in an Open Access Journal”. In Book of Abstracts, edited by Trilcke, Peer, Busch, Anna, and Helling, Patrick. Graz: Zenodo. https://doi.org/https://doi.org/10.5281/zenodo.8107458.
Gius, Evelyn, Jan Christoph Meister, Malte Meister, Marco Petris, Mareike Schumacher, and Dominik Gerstorfer. 2023. “CATMA”. https://zenodo.org/record/1470118.
Gius, Evelyn, and Inna Uglanova. 2023. “Natur Als Agens. Versuch Einer Computationellen Annäherung”. In Romantische Ökologien: Vielfältige Naturen Um 1800, edited by Roland Borgards, Frederike Middelhoff, and Barbara Thums, 4:265–89. Neue Romantikforschung. Berlin, Heidelberg: Springer. https://doi.org/10.1007/978-3-662-67186-3_13.
Gius, Evelyn. 2023. “Digitale Hermeneutik: Computergestütztes Close Reading Als Literaturwissenschaftliches Forschungsparadigma?”. In Digitale Literaturwissenschaft, edited by Fotis Jannidis, 385–417. Germanistische Symposien. Stuttgart: Metzler. https://doi.org/10.1007/978-3-476-05886-7_16.
Guhr, Svenja, Evelyn Gius, and Haimo Stiemer. 2023. “Vom Briefroman Zu Den Briefen in Der Prosa. Brieftexte Im d-Prose-Korpus”. In Computer Im Musenhain. Von Träumenden Büchern Und Der Aura Des Digitalen, edited by Sabine Bartsch, Luise Borek, and Philipp Hegel, 117–30. Festschriften Der Technischen Universität Darmstadt. Darmstadt: TU Prints. https://tuprints.ulb.tu-darmstadt.de/id/eprint/24712.
Guhr, Svenja, and Mark Algee-Hewitt. 2023. “On the Relation of Sound and Suspense in Literary Fiction”. In Book of Abstracts. Graz.
Hatzel, Hans Ole, Evelyn Gius, Haimo Stiemer, and Chris Biemann. 2023. “Narrativität Und Handlung”. In DHd2023. Open Humanities Open Culture. https://doi.org/10.5281/zenodo.7715346.
Hatzel, Hans Ole, Haimo Stiemer, Chris Biemann, and Evelyn Gius. 2023. “Machine Learning in Computational Literary Studies”. Edited by Hubert Mara and Ricardo Usbeck. It - Information Technology, August. https://doi.org/10.1515/itit-2023-0041.
Häußler, Julian, and Evelyn Gius. 2023. “Operationalizing and Measuring Conflict in German Novels”. In Proceedings of the Computational Humanities Research Conference 2023, edited by Artjoms Šeļa, Fotis Jannidis, and Iza Romanowska, 3558:426–40. Paris, France: CEUR. https://ceur-ws.org/Vol-3558/#paper5179.
Häußler, Julian, and Evelyn Gius. 2023. “Towards a Conflict Heuristic. Detecting Conflict in Literary Texts By Adapting Word Embedding Based Sentiment Analysis”. In Book of Abstracts. Graz: Zenodo. https://doi.org/10.5281/ZENODO.8108037.
Häußler, Julian. 2023. “Fanfiction Semantics - Eine Quantitative Analyse Sensibler Themen in Deutscher Fanfiction”. In DHd 2023 Open Humanities Open Culture. Trier, Luxemburg: Zenodo. https://doi.org/10.5281/ZENODO.7715374.
Häußler, Julian. 2023. Fanfiction R-rated – A Quantitative Study of Sensitive Topics in German Fanfiction. Edited by Sabine Bartsch, Evelyn Gius, Marcus Müller, Andrea Rapp, and Thomas Weitin. Digital Philology | Evolving Scholarship in Digital Philology 7. Darmstadt: TU Prints. https://tuprints.ulb.tu-darmstadt.de/id/eprint/24720.
Meister, Malte, Dominik Gerstorfer, Mareike Katharina Schumacher, and Evelyn Gius. 2023. “GitMA Poster”. In Digital Humanities 2023: Book of Abstracts. Zenodo. https://doi.org/https://zenodo.org/records/8210808.
Schumacher, Mareike Katharina, and Evelyn Gius. 2023. “Uncovering Principles of Sustainability in Literature”. Zenodo. https://doi.org/10.5281/ZENODO.8108041.
Vauth, Michael. 2023. Eine Digitale Narratologie Der Binnenerzählung. Digitale Literaturwissenschaft. Berlin, Heidelberg: J.B. Metzler. https://link.springer.com/book/9783662670354.2022
Arnold, Frederik, Benjamin Fiechter, Evelyn Gius, Robert Jäschke, Steffen Martus, and Michael Vauth. 2022. “Salience in Literary Texts. A Combined Approach to the Relevance of Passages”. In Book of Abstracts, 418–20. Tokyo/online.
Bläß, Sandra, Marie Flüh, Dominik Gerstorfer, Evelyn Gius, Malte Meister, Julia Nantke, and Mareike Schumacher. 2022. “Forschendes Lernen Digital”. In Book of Abstracts. Potsdam. https://doi.org/10.5281/zenodo.6327932.
Burghardt, Manuel, Alexander Czmiel, Lisa Dieckmann, Svenja Guhr, Janina Jacke, Nils Reiter, Walter Scholger, and Ulrike Wuttke. 2022. “Offen Für Alle(s)? Open Identities Im Reviewprozess Der DHd-Konferenz”. In Book of Abstracts. Potsdam: Zenodo. https://doi.org/10.5281/ZENODO.6328144.
Flüh, Marie, Jan Horstmann, and Mareike Schumacher. 2022. “Genderaspekte in Fantasy-Jugendromanen Von 2008 Bis 2020: Distant Gender Reading”. In Gender in Der Deutschsprachigen Kinder- Und Jugendliteratur, edited by Weertje Willms, 457–82. De Gruyter. https://www.degruyter.com/document/doi/10.1515/9783110726404-025/html.
Gerstorfer, Dominik. 2022. “Kategorientheoretische Ontologieentwicklung Und Wissensmodellierung Für Die Digital Humanities”. In Book of Abstracts. Potsdam: Zenodo. https://doi.org/10.5281/ZENODO.6327995.
Gius, Evelyn, and Janina Jacke. 2022. “Are Computational Literary Studies Structuralist?”. Journal of Cultural Analytics 7 (4). https://doi.org/10.22148/001c.46662.
Gius, Evelyn, and Michael Vauth. 2022. “Inter Annotator Agreement Und Intersubjektivität”. In Book of Abstracts. Potsdam. https://doi.org/10.5281/zenodo.6328208.
Gius, Evelyn, and Michael Vauth. 2022. “Towards an Event Based Plot Model. A Computational Narratology Approach”. Journal of Computational Literary Studies 1 (1). https://doi.org/https://doi.org/10.48694/jcls.110.
Gius, Evelyn. 2022. Zukunft der Geisteswissenschaften: Gesellschaftliche Schlüsselrolle. https://abi.de/studium/studienbereiche/sprach-kulturwissenschaften/sprach-literaturwissenschaften-dolmetschen-und-uebersetzen/geisteswissenschaften-interview.
Gius, Evelyn. 2022. “Digital Humanities”. Portal Kleine Fächer (blog). September 6, 2022. https://www.kleinefaecher.de/beitraege/blogbeitrag/digital-humanities.html.
Guhr, Svenja, Nils Reiter, Sina Zarrieß, and Evelyn Gius. 2022. “Shared Tasks in Computational Literary Studies: Guideline Creation, Annotation and Text Generation for the Analysis of Narrative Levels”. In Book of Abstracts, 472–74. Tokyo/online. https://dh2022.dhii.asia/dh2022bookofabsts.pdf.
Guhr, Svenja, Timo Steyer, Walter Scholger, Manuel Burghardt, Lisa Dieckmann, Nils Reiter, and Ulrike Wuttke. 2022. “Optimiertes Peer Reviewing in Den Digital Humanities”. In Book of Abstracts. Potsdam/online. https://doi.org/10.5281/ZENODO.6328002.
Guhr, Svenja, and Evelyn Gius. 2022. “Maschinen Als Erzähltheoretiker”. In IVG-Kongressakten, Digitales Erzählen zwischen Routinisierung und Automatisierung:71–84.
Meister, Malte, Michael Vauth, and Dominik Gerstorfer. 2022. “GitMA-Poster - CATMA-Daten via Git Abrufen Und Mittels Python-Bibliothek Weiterverarbeiten”. In Book of Abstracts, 307. Potsdam: Zenodo. https://doi.org/10.5281/zenodo.6328097.
Reiter, Nils, Judith Sieker, Svenja Guhr, Evelyn Gius, and Sina Zarrieß. 2022. “Exploring Text Recombination for Automatic Narrative Level Detection”. In Proceedings of the Thirteenth Language Resources and Evaluation Conference, 3346–53. Marseille, France: European Language Resources Association. https://aclanthology.org/2022.lrec-1.357.
Schmidt, Karsten, and Haimo Stiemer, eds. 2022. Bourdieu in Der Germanistik. De Gruyter.
Schumacher, Mareike Katharina, Marie Flüh, and Marc Lemke. 2022. “The Model of choice.Using Pure CRF- and BERT-based Classifiers for Gender Annotation in German Fantasy Fiction”. In Digital Humanities 2022 Combined Abstracts. Tokyo, Japan.
Schumacher, Mareike Katharina. 2022. “Measuring Space in German Novels - The Spatial Index (SI) as Measurement for Narrative Space”. In Book of Abstracts. Tokyo, Japan. https://dh2022.dhii.asia/dh2022bookofabsts.pdf.
Schumacher, Mareike, Inna Uglanova, and Evelyn Gius. 2022. “d-Romane-Romantik (d-RoRo)”. Zenodo. https://doi.org/10.5281/zenodo.7215170.
Schumacher, Mareike, and Evelyn Gius. 2022. “forTEXT.net – Literatur Digital Erforschen”. Mitteilungsheft Des Deutschen Germanistenverbandes Digitales Forschen. Daten - Werkzeuge - Methoden (2): 121–27.
Schumacher, Mareike. 2022. Orte Und Räume Im Roman. Berlin, Heidelberg: Metzler. https://doi.org/10.1007/978-3-662-66035-5.
Uglanova, Inna, and Evelyn Gius. 2022. “The Concept of Nature in German Romanticism: An Approximation”. In DH2022, 588–99.
Vauth, Michael, Malte Meister, Hans Ole Hatzel, Dominik Gerstorfer, and Evelyn Gius. 2022. “GitMA”. https://doi.org/10.5281/ZENODO.6330464.
Vauth, Michael, and Evelyn Gius. 2022. “Event Annotations of Prose”. Journal of Open Humanities Data 8 (August):19. https://doi.org/10.5334/johd.83.
Vauth, Michael, and Evelyn Gius. 2022. “forTEXT/EvENT_Dataset: V.1.1”. Zenodo. https://doi.org/10.5281/zenodo.6406568.2021
Burghardt, Manuel, Lisa Dieckmann, Svenja Guhr, Nils Reiter, Walter Scholger, Timo Steyer, Peer Trilcke, and Ulrike Wuttke. 2021. “Handreichung Für Den Begutachtungsprozess Der DHd2022”. https://doi.org/10.5281/zenodo.5093651.
Flüh, Marie, Jan Horstmann, Janina Jacke, and Mareike Schumacher, eds. 2021. Toward Undogmatic Reading: Narratology, Digital Humanities and Beyond. Hamburg: Hamburg University Press, Verlag der Staats- und Universitätsbibliothek Hamburg Carl von Ossietzky.
Gius, Evelyn, Carla Sökefeld, Lea Dümpelmann, Lucas Kaufmann, Annekea Schreiber, Svenja Guhr, Nathalie Wiedmer, and Fotis Jannidis. 2021. “Guidelines for Detection of Scenes”. zenodo. https://doi.org/10.5281/ZENODO.4457177.
Gius, Evelyn, Marcus Willand, and Nils Reiter, eds. 2021. Narrative Levels: A Shared Task for the Digital Humanities. Vol. 4. Journal of Cultural Analytics 6. https://culturalanalytics.org/issue/3772.
Gius, Evelyn, Svenja Guhr, and Inna Uglanova. 2021. ““d-Prose 1870–1920” a Collection of German Prose Texts from 1870 to 1920”. Journal of Open Humanities Data 7 (July):11. https://doi.org/10.5334/johd.30.
Gius, Evelyn. 2021. “Algorithmen Zwischen Strukturalismus Und Postcolonial Studies. Zur Kritik Und Entwicklung Der Computationellen Literaturwissenschaft”. In Toward Undogmatic Reading. Narratology, Digital Humanities and Beyond, edited by Marie Flüh, Jan Horstmann, Janina Jacke, and Mareike Schumacher, 121–32. Hamburg: Hamburg University Press. https://hup.sub.uni-hamburg.de/oa-pub/catalog/view/255/chapter-09/1612.
Vauth, Michael, Hans Ole Hatzel, Evelyn Gius, and Chris Biemann. 2021. “Automated Event Annotation in Literary Texts”. In CHR 2021: Computational Humanities Research Conference, edited by Maud Ehrmann, Folgert Karsdorp, Melvin Wevers, Tara Lee Andrews, Manuel Burghardt, Mike Kestemont, Enrique Manjavacas, Michael Piotrowski, and Joris van Zundert, 2989:333–45. Amsterdam, The Netherlands. http://ceur-ws.org/Vol-2989/short_paper18.pdf.
Vauth, Michael, and Evelyn Gius. 2021. “Richtlinien Für Die Annotation Narratologischer Ereigniskonzepte”. Zenodo. https://doi.org/10.5281/zenodo.5078174.
Zehe, Albin, Leonard Konle, Lea Katharina Dümpelmann, Evelyn Gius, Andreas Hotho, Fotis Jannidis, Lucas Kaufmann, et al. 2021. “Detecting Scenes in Fiction: A New Segmentation Task”. In Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 3167–77. Online: Association for Computational Linguistics. https://www.aclweb.org/anthology/2021.eacl-main.276.
Zehe, Albin, Leonard Konle, Svenja Guhr, Lea Dümpelmann, Evelyn Gius, Andreas Hotho, Fotis Jannidis, et al. 2021. “Shared Task on Scene Segmentation @ KONVENS 2021”. In Proceedings of the Shared Task on Scene Segmentation, edited by Albin Zehe, Leonard Konle, Lea Dümpelmann, Evelyn Gius, Svenja Guhr, Andreas Hotho, Fotis Jannidis, et al., 3001:1–21. Düsseldorf, Germany: CEUR. http://ceur-ws.org/Vol-3001/#paper1.
Zehe, Albin, Leonard Konle, Svenja Guhr, Lea Katharina Dümpelmann, Evelyn Gius, Andreas Hotho, Fotis Jannidis, et al., eds. 2021. Proceedings of the Shared Task on Scene Segmentation. Vol. 3001. CEUR Workshop Proceedings. Düsseldorf: CEUR, KONVENS 2021. https://ceur-ws.org/Vol-3001/.2020
Gius, Evelyn, Svenja Guhr, and Benedikt Adelmann. 2020. “d-Prose 1870-1920”. Zenodo. https://doi.org/10.5281/zenodo.4315209.
Gius, Evelyn. 2020. “Computational Text Analysis as a Five-dimensional Problem: A Model for the Description of Complexity”. Edited by Thomas Weitin. LitLab Pamphlet, no. 8, 1–19. https://www.digitalhumanitiescooperation.de/wp-content/uploads/2020/08/p08_gius_eng.pdf.
Gius, Evelyn. 2020. “Computationelle Textanalyse Als Fünfdimensionales Problem”. In DHd 2020 Spielräume: Digital Humanities Zwischen Modellierung Und Interpretation. Konferenzabstracts, edited by Christof Schöch, 90–94. https://doi.org/10.5281/zenodo.3666690.
Gius, Evelyn. 2020. “Rekontextualisierung in Der Digitalen Literaturwissenschaft”. In Rekontextualisierung Als Forschungsparadigma Des Digitalen, edited by Simon Meier-Vieracker, Gabriel Viehhauser, and Patrick Sahle, 14:33–44. Schriften Des Instituts Für Dokumentologie Und Editorik. Norderstedt: BoD. https://kups.ub.uni-koeln.de/29425/.
Guhr, Svenja. 2020. “En France, on Hurle – Au Québec, on Braille! Une Comparaison Diachronique De L’usage Des Verba Dicendi Dans La Littérature Franco-québécoise Et Française Standard”. In Book of Abstracts. Ottawa/online. https://dh2020.adho.org/wp-content/uploads/2020/07/560_EnFranceonhurleauQubeconbrailleUnecomparaisondiachroniquedelusagedesverbadicendidanslalittraturefrancoqubcoiseetfranaisestandard.html.
Uglanova, Inna, and Evelyn Gius. 2020. “The Order of Things. A Study on Topic Modelling of Literary Texts”. In Proceedings of the Workshop on Computational Humanities Research (CHR 2020), edited by Folgert Karsdorp, Barbara McGillivray, Adina Nerghes, and Melvin Wevers, 57–76. Amsterdam, the Netherlands. http://ceur-ws.org/Vol-2723/long7.pdf.2019
Gius, Evelyn, Fotis Jannidis, Markus Krug, Albin Zehe, Andreas Hotho, Frank Puppe, Jonathan Krebs, Nils Reiter, Natalie Wiedmer, and Leonard Konle. 2019. “Detection of Scenes in Fiction”. In Book of Abtracts. Utrecht. https://dev.clariah.nl/files/dh2019/boa/0608.html.
Gius, Evelyn, Nils Reiter, and Marcus Willand, eds. 2019. A Shared Task for the Digital Humanities: Annotating Narrative Levels. Vol. 2. Journal of Cultural Analytics 1. https://culturalanalytics.org/issue/2254-vol-2-issue-1-2019.
Gius, Evelyn. 2019. “Computationelle Textanalysen Als Fünfdimensionales Problem: Ein Modell Zur Beschreibung Von Komplexität”. Edited by Thomas Weitin. LitLab Pamphlet, no. 8, 1–20. https://www.digitalhumanitiescooperation.de/pamphlet-8-computationelle-textanalysen/.
Otte, Felicitas, Carla Sökefeld, Melanie Andresen, and Evelyn Gius. 2019. “Guidelines Für Die Annotation Von Textstellen Zu "Körper" Und "Krankheit"”. Zenodo. https://doi.org/10.5281/zenodo.2634296.
Schumacher, Mareike, and Jan Horstmann. 2019. “Social Media, YouTube Und Co: Multimediale, Multimodale Und Multicodierte Dissemination Von Forschungsmethoden in forTEXT”. In Book of Abstracts, 207–11. Frankfurt am Main und Mainz: Zenodo. https://doi.org/10.5281/zenodo.4622253.