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Static and dynamic contextual embedding for AutoML in text classification tasks.

Safikhani, P., & Broneske, D. (2025).
Static and dynamic contextual embedding for AutoML in text classification tasks. 2025 7th International Conference on Natural Language Processing (ICNLP), 292-301.

The data infrastructure of the german Kompetenznetzwerk Bibliometrie: An enabling intermediary between raw data and analysis.

Schmidt, M., Rimmert, C., Stephen, D., Lenke, C., Donner, P., ... & Stahlschmidt, S. (2025).
The data infrastructure of the german Kompetenznetzwerk Bibliometrie: An enabling intermediary between raw data and analysis. Quantitative Science Studies, 1-36 (online first). https://doi.org/10.1162/qss.a.20

Rechtswissenschaft und Citizen Science - Eine Einladung.

Eisentraut, N. (5. August 2025).
Rechtswissenschaft und Citizen Science - Eine Einladung [Blogbeitrag]. Abgerufen von https://verfassungsblog.de/rechtswissenschaft-citizen-science/

Gotta catch 'Em All... Or Not?: How LLMs bypass traditional checks & mimic human response behavior in web surveys.

Shahania, S., Spiliopoulou, M., & Broneske, D. (2025).
Gotta catch 'Em All... Or Not?: How LLMs bypass traditional checks & mimic human response behavior in web surveys. In Association for Computing Machinery (Hrsg.), CI '25: Proceedings of the ACM Collective Intelligence Conference (S. 113-128). New York: ACM. https://doi.org/10.1145/3715928.3737491

Open Access zu Kommentaren – Zu den Auswirkungen des verfassungsrechtlichen Gebots materieller Publizität auf juristische Kommentarliteratur.

Eisentraut, N. (2025).
Open Access zu Kommentaren – Zu den Auswirkungen des verfassungsrechtlichen Gebots materieller Publizität auf juristische Kommentarliteratur. In N. Eisentraut & M. Petras (Hrsg.), Von Open Access zu Open Science – Das transformative Potenzial der Digitalisierung für eine Öffnung der Rechtswissenschaft (S. 45-67). Baden-Baden: Nomos. https://doi.org/10.5771/9783748950318-45

Von Open Access zu Open Science – Das transformative Potenzial der Digitalisierung für eine Öffnung der Rechtswissenschaft.

Eisentraut, N., & Petras, M. (2025).
Von Open Access zu Open Science – Das transformative Potenzial der Digitalisierung für eine Öffnung der Rechtswissenschaft. In N. Eisentraut & M. Petras (Hrsg.), Von Open Access zu Open Science – Das transformative Potenzial der Digitalisierung für eine Öffnung der Rechtswissenschaft (S. 1-6). Baden-Baden: Nomos. https://doi.org/10.5771/9783748950318-1

Bibliodiversity of small academic publishers: The role of open access for impact and visibility.

Cruz Romero, R., Stephen, D., & Stahlschmidt, S. (2025).
Bibliodiversity of small academic publishers: The role of open access for impact and visibility. Canadian Journal of Information and Library Science (CJILS/RCSIB), 48(1), 146-166.

Die Finanzierung der Hochschulbildung in Deutschland - eine neue Tiefenanalyse.

Gwosć, C. (2025).
Die Finanzierung der Hochschulbildung in Deutschland - eine neue Tiefenanalyse. Wirtschaftsdienst - Zeitschrift für Wirtschaftspolitik, 105(7), 512-518. https://doi.org/10.2478/wd-2025-0132

Does citation context information enhance the validity of citation analysis for measuring research quality? An empirical comparison of peer assessments and enriched citations.

Donner, P., Stahlschmidt, S., Haunschild, R., & Bornmann, L. (2025).
Does citation context information enhance the validity of citation analysis for measuring research quality? An empirical comparison of peer assessments and enriched citations. Quantitative Science Studies (online first).
Abstract

Since citation context information has entered the Web of Science (Clarivate) in recent years, one wonders whether the legitimacy and soundness of citation analyses for measuring research quality of publications can be improved by considering this information. The legitimacy and soundness of citation analysis can be established by assessing their construct validity. This can be done by studying how citation impact variables relate to generally accepted external validation data, like human expert assessments of research quality.[...]

Guidance for the reporting of bibliometric analyses: A scoping review.

Ng, J. Y., Liu, H., Masood, M., Syed, N., Stephen, D., ... & Moher, D. (2025).
Guidance for the reporting of bibliometric analyses: A scoping review. Quantitative Science Studies, 2025 (online first). https://doi.org/10.1162/qss.a.12

Paukenschlag in der #IchBinHanna-Debatte.

Eisentraut, N. (11. Juli 2025).
Paukenschlag in der #IchBinHanna-Debatte [Blogbeitrag]. Abgerufen von https://www.juwiss.de/62-2025/

SBC-SHAP: Increasing the accessibility and interpretability of machine learning algorithms for sepsis prediction.

Walke, D., Steinbach, D., Kaiser, T., Schönhuth, A., Saake, G., Broneske, D., & Heyer, R. (2025).
SBC-SHAP: Increasing the accessibility and interpretability of machine learning algorithms for sepsis prediction. The Journal of Applied Laboratory Medicine. https://doi.org/10.1093/jalm/jfaf091

Alphabetical author order and co-author contributions in mathematics.

Donner, P., & Korytkowski, P. (2025).
Alphabetical author order and co-author contributions in mathematics. Scientometrics (online first).
Abstract

In this study we investigate the relative contributions of co-authors to publications in mathematics. Mathematics is an interesting case for such research because it is one of only a few scientific disciplines in which alphabetical order of names of co-authors on publications is still the prevailing convention rather than contribution-based order. The study is based on unique data of publicly available author-provided quantitative contribution statements for co-authored papers from applications for habilitation degrees in Poland. [...]

As open as possible, but as closed as necessary: Openness in innovation policy.

Cruz Romero, R. (2025).
As open as possible, but as closed as necessary: Openness in innovation policy. Prometheus: Critical Studies in Innovation, 40(3), 166-181. https://doi.org/10.13169/Prometheus.40.3.0004

Small open access publishers: An analysis of visibility and impact patterns.

Cruz Romero, R. (2025).
Small open access publishers: An analysis of visibility and impact patterns. In S. Sargsyan, W. Glänzel, & G. Abramo (Hrsg.), Proceedings of the 20th International Conference on Scientometrics & Informetrics (ISSI 2025) (S. 2342-2350). Yerevan: International Society for Scientometrics and Informetrics (ISSI).

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