@article{ZeitlerYeAndreyevaetal.2019,
  author    = {Zeitler, Stefanie and Ye, Lian and Andreyeva, Aksana and Schumacher, Fabian and Monti, Juliana and N{\"u}rnberg, Bernd and Nowak, Gabriel and Kleuser, Burkhard and Reichel, Martin and Fejtova, Anna and Kornhuber, Johannes and Rhein, Cosima and Friedland, Kristina},
  title     = {Acid sphingomyelinase - a regulator of canonical transient receptor potential channel 6 (TRPC6) activity},
  series = {Journal of neurochemistry},
  volume    = {150},
  journal   = {Journal of neurochemistry},
  number    = {6},
  publisher = {Wiley},
  address   = {Hoboken},
  issn      = {0022-3042},
  doi       = {10.1111/jnc.14823},
  pages     = {678 -- 690},
  year      = {2019},
  abstract  = {Recent investigations propose the acid sphingomyelinase (ASM)/ceramide system as a novel target for antidepressant action. ASM catalyzes the breakdown of the abundant membrane lipid sphingomyelin to the lipid messenger ceramide. This ASM-induced lipid modification induces a local shift in membrane properties, which influences receptor clustering and downstream signaling. Canonical transient receptor potential channels 6 (TRPC6) are non-selective cation channels located in the cell membrane that play an important role in dendritic growth, synaptic plasticity and cognition in the brain. They can be activated by hyperforin, an ingredient of the herbal remedy St. John's wort for treatment of depression disorders. Because of their role in the context of major depression, we investigated the crosstalk between the ASM/ceramide system and TRPC6 ion channels in a pheochromocytoma cell line 12 neuronal cell model (PC12 rat pheochromocytoma cell line). Ca2+ imaging experiments indicated that hyperforin-induced Ca2+ influx through TRPC6 channels is modulated by ASM activity. While antidepressants, known as functional inhibitors of ASM activity, reduced TRPC6-mediated Ca2+ influx, extracellular application of bacterial sphingomyelinase rebalanced TRPC6 activity in a concentration-related way. This effect was confirmed in whole-cell patch clamp electrophysiology recordings. Lipidomic analyses revealed a decrease in very long chain ceramide/sphingomyelin molar ratio after ASM inhibition, which was connected with changes in the abundance of TRPC6 channels in flotillin-1-positive lipid rafts as visualized by western blotting. Our data provide evidence that the ASM/ceramide system regulates TRPC6 channels likely by controlling their recruitment to specific lipid subdomains and thereby fine-tuning their physical properties.},
  language  = {en}
}
@article{MientusWulffNowaketal.2023,
  author    = {Mientus, Lukas and Wulff, Peter and Nowak, Anna and Borowski, Andreas},
  title     = {Algorithmen als Dozierende?},
  series = {PSI-Potsdam: Ergebnisbericht zu den Aktivit{\"a}ten im Rahmen der Qualit{\"a}tsoffensive Lehrerbildung (2019-2023) (Potsdamer Beitr{\"a}ge zur Lehrerbildung und Bildungsforschung ; 3)},
  journal   = {PSI-Potsdam: Ergebnisbericht zu den Aktivit{\"a}ten im Rahmen der Qualit{\"a}tsoffensive Lehrerbildung (2019-2023) (Potsdamer Beitr{\"a}ge zur Lehrerbildung und Bildungsforschung ; 3)},
  number    = {3},
  publisher = {Universit{\"a}tsverlag Potsdam},
  address   = {Potsdam},
  isbn      = {978-3-86956-568-2},
  issn      = {2626-3556},
  doi       = {10.25932/publishup-61640},
  url       = {http://nbn-resolving.de/urn:nbn:de:kobv:517-opus4-616407},
  pages     = {117 -- 129},
  year      = {2023},
  abstract  = {Auf maschinellem Lernen basierende Tools haben schon l{\"a}ngst Einzug in unseren Alltag gefunden und so konnten auch in der Lehrkr{\"a}ftebildung erste Anwendungen entwickelt, erprobt und evaluiert werden. Im Teilprojekt Physikdidaktik des Schwerpunktes 2 „Schulpraktische Studien" wurden auf Basis eines Rahmenmodells f{\"u}r Reflexion (Nowak et al., 2019) automatisierte Analysemethoden (Wulff et al., 2020) entwickelt und fanden Einzug in universit{\"a}re fachdidaktische Lehre (Mientus et al., 2021a). Mit dem Projekt konnten Potenziale KI-basierter Unterst{\"u}tzung aufgezeigt und verstetigt sowie spezifische Herausforderungen identifiziert werden. Dieser Beitrag skizziert ausgew{\"a}hlte Anwendungsm{\"o}glichkeiten und weiterf{\"u}hrende Forschungen unter dem Gesichtspunkt der Akzeptanz computerunterst{\"u}tzter Lehre.},
  language  = {de}
}
@article{WulffBuschhueterWestphaletal.2022,
  author    = {Wulff, Peter and Buschh{\"u}ter, David and Westphal, Andrea and Mientus, Lukas and Nowak, Anna and Borowski, Andreas},
  title     = {Bridging the gap between qualitative and quantitative assessment in science education research with machine learning},
  series = {Journal of science education and technology},
  volume    = {31},
  journal   = {Journal of science education and technology},
  number    = {4},
  publisher = {Springer},
  address   = {Dordrecht},
  issn      = {1059-0145},
  doi       = {10.1007/s10956-022-09969-w},
  pages     = {490 -- 513},
  year      = {2022},
  abstract  = {Science education researchers typically face a trade-off between more quantitatively oriented confirmatory testing of hypotheses, or more qualitatively oriented exploration of novel hypotheses. More recently, open-ended, constructed response items were used to combine both approaches and advance assessment of complex science-related skills and competencies. For example, research in assessing science teachers' noticing and attention to classroom events benefitted from more open-ended response formats because teachers can present their own accounts. Then, open-ended responses are typically analyzed with some form of content analysis. However, language is noisy, ambiguous, and unsegmented and thus open-ended, constructed responses are complex to analyze. Uncovering patterns in these responses would benefit from more principled and systematic analysis tools. Consequently, computer-based methods with the help of machine learning and natural language processing were argued to be promising means to enhance assessment of noticing skills with constructed response formats. In particular, pretrained language models recently advanced the study of linguistic phenomena and thus could well advance assessment of complex constructs through constructed response items. This study examines potentials and challenges of a pretrained language model-based clustering approach to assess preservice physics teachers' attention to classroom events as elicited through open-ended written descriptions. It was examined to what extent the clustering approach could identify meaningful patterns in the constructed responses, and in what ways textual organization of the responses could be analyzed with the clusters. Preservice physics teachers (N = 75) were instructed to describe a standardized, video-recorded teaching situation in physics. The clustering approach was used to group related sentences. Results indicate that the pretrained language model-based clustering approach yields well-interpretable, specific, and robust clusters, which could be mapped to physics-specific and more general contents. Furthermore, the clusters facilitate advanced analysis of the textual organization of the constructed responses. Hence, we argue that machine learning and natural language processing provide science education researchers means to combine exploratory capabilities of qualitative research methods with the systematicity of quantitative methods.},
  language  = {en}
}
@article{WulffBuschhueterWestphaletal.2020,
  author    = {Wulff, Peter and Buschh{\"u}ter, David and Westphal, Andrea and Nowak, Anna and Becker, Lisa and Robalino, Hugo and Stede, Manfred and Borowski, Andreas},
  title     = {Computer-based classification of preservice physics teachers' written reflections},
  series = {Journal of science education and technology},
  volume    = {30},
  journal   = {Journal of science education and technology},
  number    = {1},
  publisher = {Springer},
  address   = {Dordrecht},
  issn      = {1059-0145},
  doi       = {10.1007/s10956-020-09865-1},
  pages     = {1 -- 15},
  year      = {2020},
  abstract  = {Reflecting in written form on one's teaching enactments has been considered a facilitator for teachers' professional growth in university-based preservice teacher education. Writing a structured reflection can be facilitated through external feedback. However, researchers noted that feedback in preservice teacher education often relies on holistic, rather than more content-based, analytic feedback because educators oftentimes lack resources (e.g., time) to provide more analytic feedback. To overcome this impediment to feedback for written reflection, advances in computer technology can be of use. Hence, this study sought to utilize techniques of natural language processing and machine learning to train a computer-based classifier that classifies preservice physics teachers' written reflections on their teaching enactments in a German university teacher education program. To do so, a reflection model was adapted to physics education. It was then tested to what extent the computer-based classifier could accurately classify the elements of the reflection model in segments of preservice physics teachers' written reflections. Multinomial logistic regression using word count as a predictor was found to yield acceptable average human-computer agreement (F1-score on held-out test dataset of 0.56) so that it might fuel further development towards an automated feedback tool that supplements existing holistic feedback for written reflections with data-based, analytic feedback.},
  language  = {en}
}
@article{ActisAgnettaAharonianetal.2011,
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A. and Bogacz, L. and Bogdan, M. and Boisson, Catherine and Boix Gargallo, J. and Bolmont, J. and Bonanno, G. and Bonardi, A. and Bonev, T. and Borkowski, Janett and Botner, O. and Bottani, A. and Bourgeat, M. and Boutonnet, C. and Bouvier, A. and Brau-Nogue, S. and Braun, I. and Bretz, T. and Briggs, M. S. and Brun, Pierre and Brunetti, L. and Buckley, H. and Bugaev, V. and Buehler, R. and Bulik, Tomasz and Busetto, G. and Buson, S. and Byrum, K. and Cailles, M. and Cameron, R. A. and Canestrari, R. and Cantu, S. and Carmona, E. and Carosi, A. and Carr, John and Carton, P. H. and Casiraghi, M. and Castarede, H. and Catalano, O. and Cavazzani, S. and Cazaux, S. and Cerruti, B. and Cerruti, M. and Chadwick, M. and Chiang, J. and Chikawa, M. and Cieslar, M. and Ciesielska, M. and Cillis, A. N. and Clerc, C. and Colin, P. and Colome, J. and Compin, M. and Conconi, P. and Connaughton, V. and Conrad, Jan and Contreras, J. 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P. and Videla, M. and Vincent, P. and Vink, J. and Vlahakis, N. and Vlahos, L. and Vogler, P. and Vollhardt, A. and Volpe, F. and Von Gunten, H. P. and Vorobiov, S. and Wagner, S. and Wagner, R. M. and Wagner, B. and Wakely, S. P. and Walter, P. and Walter, R. and Warwick, R. and Wawer, P. and Wawrzaszek, R. and Webb, N. and Wegner, P. and Weinstein, A. and Weitzel, Q. and Welsing, R. and Wetteskind, H. and White, R. and Wierzcholska, A. and Wilkinson, M. I. and Williams, D. A. and Winde, M. and Wischnewski, R. and Wisniewski, L. and Wolczko, A. and Wood, M. and Xiong, Q. and Yamamoto, T. and Yamaoka, K. and Yamazaki, R. and Yanagita, S. and Yoffo, B. and Yonetani, M. and Yoshida, A. and Yoshida, T. and Yoshikoshi, T. and Zabalza, V. and Zagdanski, A. and Zajczyk, A. and Zdziarski, A. and Zech, Alraune and Zietara, K. and Ziolkowski, P. and Zitelli, V. and Zychowski, P.},
  title     = {Design concepts for the Cherenkov Telescope Array CTA an advanced facility for ground-based high-energy gamma-ray astronomy},
  series = {Experimental astronomy : an international journal on astronomical instrumentation and data analysis},
  volume    = {32},
  journal   = {Experimental astronomy : an international journal on astronomical instrumentation and data analysis},
  number    = {3},
  publisher = {Springer},
  address   = {Dordrecht},
  organization    = {CTA Consortium},
  issn      = {0922-6435},
  doi       = {10.1007/s10686-011-9247-0},
  pages     = {193 -- 316},
  year      = {2011},
  abstract  = {Ground-based gamma-ray astronomy has had a major breakthrough with the impressive results obtained using systems of imaging atmospheric Cherenkov telescopes. Ground-based gamma-ray astronomy has a huge potential in astrophysics, particle physics and cosmology. CTA is an international initiative to build the next generation instrument, with a factor of 5-10 improvement in sensitivity in the 100 GeV-10 TeV range and the extension to energies well below 100 GeV and above 100 TeV. CTA will consist of two arrays (one in the north, one in the south) for full sky coverage and will be operated as open observatory. The design of CTA is based on currently available technology. This document reports on the status and presents the major design concepts of CTA.},
  language  = {en}
}
@misc{HermanussenSchefflerMartinetal.2021,
  author    = {Hermanussen, Michael and Scheffler, Christiane and Martin, Lidia and Groth, Detlef and Waxmonsky, James G. and Swanson, James and Nowak-Szczepanska, Natalia and Gomula, Aleksandra and Apanasewicz, Anna and Konarski, Jan M. and Malina, Robert M. and Bartkowiak, Sylwia and Lebedeva, Lidia and Suchomlinov, Andrej and Konstantinov, Vsevolod and Blum, Werner and Limony, Yehuda and Chakraborty, Raja and Kirchengast, Sylvia and Tutkuviene, Janina and Jakimaviciene, Egle Marija and Cepuliene, Ramune and Franken, Daniel and Navazo, B{\´a}rbara and Moelyo, Annang G. and Satake, Takashi and Koziel, Slawomir},
  title     = {Growth, Nutrition and Economy},
  series = {Human Biology and Public Health},
  volume    = {2021},
  journal   = {Human Biology and Public Health},
  number    = {1},
  editor    = {Scheffler, Christiane and Koziel, Slawomir and Hermanussen, Michael and Bogin, Barry},
  publisher = {Universit{\"a}tsverlag Potsdam},
  address   = {Potsdam},
  issn      = {2748-9957},
  doi       = {10.52905/hbph.v1.1},
  pages     = {1 -- 13},
  year      = {2021},
  abstract  = {Twenty-three scientists met at Krobielowice, Poland to discuss the role of growth, nutrition and economy on body size. Contrasting prevailing concepts, re-analyses of studies in Indonesian and Guatemalan school children with high prevalence of stunting failed to provide evidence for an association between nutritional status and body height. Direct effects of parental education on growth that were not transmitted via nutrition were shown in Indian datasets using network analysis and novel statistical methods (St. Nicolas House Analysis) that translate correlation matrices into network graphs. Data on Polish children suggest significant impact of socioeconomic sensitivity on child growth, with no effect of maternal money satisfaction. Height and maturation tempo affect the position of a child among its peers. Correlations also exist between mood disorders and height. Secular changes in height and weight varied across decades independent of population size. Historic and recent Russian data showed that height of persons whose fathers performed manual work were on average four cm shorter than persons whose fathers were high-degree specialists. Body height, menarcheal age, and body proportions are sensitive to socioeconomic variables. Additional topics included delayed motherhood and its associations with newborn size; geographic and socioeconomic indicators related to low birth weight, prematurity and stillbirth rate; data on anthropometric history of Brazil, 1850-1950; the impact of central nervous system stimulants on the growth of children with attention-deficit/hyperactivity disorder; and pituitary development and growth hormone secretion. Final discussions debated on reverse causality interfering between social position, and adolescent growth and developmental tempo.},
  language  = {en}
}
@unpublished{AcharyaActisAghajanietal.2013,
  author    = {Acharya, B. S. and Actis, M. and Aghajani, T. and Agnetta, G. and Aguilar, J. and Aharonian, Felix A. and Ajello, M. and Akhperjanian, A. G. and Alcubierre, M. and Aleksic, J. and Alfaro, R. and Aliu, E. and Allafort, A. J. and Allan, D. and Allekotte, I. and Amato, E. and Anderson, J. and Ang{\"u}ner, Ekrem Oǧuzhan and Antonelli, L. A. and Antoranz, P. and Aravantinos, A. and Arlen, T. and Armstrong, T. and Arnaldi, H. and Arrabito, L. and Asano, K. and Ashton, T. and Asorey, H. G. and Awane, Y. and Baba, H. and Babic, A. and Baby, N. and Baehr, J. and Bais, A. and Baixeras, C. and Bajtlik, S. and Balbo, M. and Balis, D. and Balkowski, C. and Bamba, A. and Bandiera, R. and Barber, A. and Barbier, C. and Barcelo, M. and Barnacka, Anna and Barnstedt, J{\"u}rgen and Barres de Almeida, U. and Barrio, J. A. and Basili, A. and Basso, S. and Bastieri, D. and Bauer, C. and Baushev, Anton N. and Becerra Gonzalez, J. and Becherini, Yvonne and Bechtol, K. C. and Tjus, J. Becker and Beckmann, Volker and Bednarek, W. and Behera, B. and Belluso, M. and Benbow, W. and Berdugo, J. and Berger, K. and Bernard, F. and Bernardino, T. and Bernl{\"o}hr, K. and Bhat, N. and Bhattacharyya, S. and Bigongiari, C. and Biland, A. and Billotta, S. and Bird, T. and Birsin, E. and Bissaldi, E. and Biteau, Jonathan and Bitossi, M. and Blake, S. and Blanch Bigas, O. and Blasi, P. and Bobkov, A. A. and Boccone, V. and Boettcher, Markus and Bogacz, L. and Bogart, J. and Bogdan, M. and Boisson, Catherine and Boix Gargallo, J. and Bolmont, J. and Bonanno, G. and Bonardi, A. and Bonev, T. and Bonifacio, P. and Bonnoli, G. and Bordas, Pol and Borgland, A. W. and Borkowski, Janett and Bose, R. and Botner, O. and Bottani, A. and Bouchet, L. and Bourgeat, M. and Boutonnet, C. and Bouvier, A. and Brau-Nogue, S. and Braun, I. and Bretz, T. and Briggs, M. S. and Bringmann, T. and Brook, P. and Brun, Pierre and Brunetti, L. and Buanes, T. and Buckley, J. H. and Buehler, R. and Bugaev, V. and Bulgarelli, A. and Bulik, Tomasz and Busetto, G. and Buson, S. and Byrum, K. and Cailles, M. and Cameron, R. A. and Camprecios, J. and Canestrari, R. and Cantu, S. and Capalbi, M. and Caraveo, P. A. and Carmona, E. and Carosi, A. and Carr, John and Carton, P. H. and Casanova, Sabrina and Casiraghi, M. and Catalano, O. and Cavazzani, S. and Cazaux, S. and Cerruti, M. and Chabanne, E. and Chadwick, Paula M. and Champion, C. and Chen, Andrew and Chiang, J. and Chiappetti, L. and Chikawa, M. and Chitnis, V. R. and Chollet, F. and Chudoba, J. and Cieslar, M. and Cillis, A. N. and Cohen-Tanugi, J. and Colafrancesco, Sergio and Colin, P. and Calome, J. and Colonges, S. and Compin, M. and Conconi, P. and Conforti, V. and Connaughton, V. and Conrad, Jan and Contreras, J. 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  title     = {Introducing the CTA concept},
  series = {Astroparticle physics},
  volume    = {43},
  journal   = {Astroparticle physics},
  number    = {2},
  publisher = {Elsevier},
  address   = {Amsterdam},
  organization    = {CTA Consortium},
  issn      = {0927-6505},
  doi       = {10.1016/j.astropartphys.2013.01.007},
  pages     = {3 -- 18},
  year      = {2013},
  abstract  = {The Cherenkov Telescope Array (CTA) is a new observatory for very high-energy (VHE) gamma rays. CTA has ambitions science goals, for which it is necessary to achieve full-sky coverage, to improve the sensitivity by about an order of magnitude, to span about four decades of energy, from a few tens of GeV to above 100 TeV with enhanced angular and energy resolutions over existing VHE gamma-ray observatories. An international collaboration has formed with more than 1000 members from 27 countries in Europe, Asia, Africa and North and South America. In 2010 the CTA Consortium completed a Design Study and started a three-year Preparatory Phase which leads to production readiness of CTA in 2014. In this paper we introduce the science goals and the concept of CTA, and provide an overview of the project.},
  language  = {en}
}
@article{WulffMientusNowaketal.2023,
  author    = {Wulff, Peter and Mientus, Lukas and Nowak, Anna and Borowski, Andreas},
  title     = {KI-basierte Auswertung von schriftlichen Unterrichtsreflexionen im Fach Physik und automatisierte R{\"u}ckmeldung},
  series = {PSI-Potsdam: Ergebnisbericht zu den Aktivit{\"a}ten im Rahmen der Qualit{\"a}tsoffensive Lehrerbildung (2019-2023) (Potsdamer Beitr{\"a}ge zur Lehrerbildung und Bildungsforschung ; 3)},
  journal   = {PSI-Potsdam: Ergebnisbericht zu den Aktivit{\"a}ten im Rahmen der Qualit{\"a}tsoffensive Lehrerbildung (2019-2023) (Potsdamer Beitr{\"a}ge zur Lehrerbildung und Bildungsforschung ; 3)},
  number    = {3},
  publisher = {Universit{\"a}tsverlag Potsdam},
  address   = {Potsdam},
  isbn      = {978-3-86956-568-2},
  issn      = {2626-3556},
  doi       = {10.25932/publishup-61636},
  url       = {http://nbn-resolving.de/urn:nbn:de:kobv:517-opus4-616363},
  pages     = {103 -- 115},
  year      = {2023},
  abstract  = {F{\"u}r die Entwicklung professioneller Handlungskompetenzen angehender Lehrkr{\"a}fte stellt die Unterrichtsreflexion ein wichtiges Instrument dar, um Theoriewissen und Praxiserfahrungen in Beziehung zu setzen. Die Auswertung von Unterrichtsreflexionen und eine entsprechende R{\"u}ckmeldung stellt Forschende und Dozierende allerdings vor praktische wie theoretische Herausforderungen. Im Kontext der Forschung zu K{\"u}nstlicher Intelligenz (KI) entwickelte Methoden bieten hier neue Potenziale. Der Beitrag stellt {\"u}berblicksartig zwei Teilstudien vor, die mit Hilfe von KI-Methoden wie dem maschinellen Lernen untersuchen, inwieweit eine Auswertung von Unterrichtsreflexionen angehender Physiklehrkr{\"a}fte auf Basis eines theoretisch abgeleiteten Reflexionsmodells und die automatisierte R{\"u}ckmeldung hierzu m{\"o}glich sind. Dabei wurden unterschiedliche Ans{\"a}tze des maschinellen Lernens verwendet, um modellbasierte Klassifikation und Exploration von Themen in Unterrichtsreflexionen umzusetzen. Die Genauigkeit der Ergebnisse wurde vor allem durch sog. Große Sprachmodelle gesteigert, die auch den Transfer auf andere Standorte und F{\"a}cher erm{\"o}glichen. F{\"u}r die fachdidaktische Forschung bedeuten sie jedoch wiederum neue Herausforderungen, wie etwa systematische Verzerrungen und Intransparenz von Entscheidungen. Dennoch empfehlen wir, die Potenziale der KI-basierten Methoden gr{\"u}ndlicher zu erforschen und konsequent in der Praxis (etwa in Form von Webanwendungen) zu implementieren.},
  language  = {de}
}
@book{AckermannAhlgrimmApelojgetal.2018,
  author    = {Ackermann, Peter and Ahlgrimm, Frederik and Apelojg, Benjamin and B{\"o}rnert-Ringleb, Moritz and Borowski, Andreas and Ehlert, Antje and Eichler, Constanze and Frohn, Julia and Gehrmann, Marie-Luise and Gerlach, Erin and Goetz, Ilka and Goral, Johanna and Gronostaj, Anna and Grubert, Jana and G{\"u}lery{\"u}z, Burak and Hacke, Alexander and Heck, Sebastian and Hermanns, Jolanda and Hochmuth, J{\"o}rg and Jennek, Julia and Jostes, Brigitte and Jurczok, Anne and Kleemann, Katrin and Kortenkamp, Ulrich and Krauskopf, Karsten and K{\"u}choll, Denise and Kulawiak, Pawel R. and Lauterbach, Wolfgang and Lazarides, Rebecca and Linka, Tim and L{\"o}weke, Sebastian and Lohse-Bossenz, Hendrik and Maar, Verena and Nowak, Anna and Ratzlaff, Olaf and Reitz-Koncebovski, Karen and Rother, Stefanie and Scherreiks, Lynn and Schroeder, Christoph and Schwalbe, Anja and Schwill, Andreas and Tosch, Frank and Vock, Miriam and Wagner, Luisa and Westphal, Andrea and Wilbert, J{\"u}rgen},
  title     = {PSI-Potsdam},
  series = {Potsdamer Beitr{\"a}ge zur Lehrerbildung und Bildungsforschung},
  journal   = {Potsdamer Beitr{\"a}ge zur Lehrerbildung und Bildungsforschung},
  number    = {1},
  editor    = {Borowski, Andreas and Ehlert, Antje and Prechtl, Helmut},
  publisher = {Universit{\"a}tsverlag Potsdam},
  address   = {Potsdam},
  isbn      = {978-3-86956-442-5},
  issn      = {2626-3556},
  url       = {http://nbn-resolving.de/urn:nbn:de:kobv:517-opus4-414542},
  publisher      = {Universit{\"a}t Potsdam},
  pages     = {354},
  year      = {2018},
  abstract  = {In Brandenburg kommt der Universit{\"a}t Potsdam eine besondere Rolle zu: Sie ist die einzige, an der zuk{\"u}nftige Lehrerinnen und Lehrer die erste Phase ihres Werdegangs - das Lehramtsstudium - absolvieren k{\"o}nnen. Vor diesem Hintergrund wurde bereits kurz nach der Gr{\"u}ndung im Jahr 1991 das „Potsdamer Modell der Lehrerbildung" entwickelt. Dieses Modell strebt fortlaufend eine enge Verzahnung von Theorie und Praxis {\"u}ber das gesamte Studium hinweg an und bindet hierf{\"u}r die schulpraktischen Studienanteile in besonderer Weise ein. Eine erneute St{\"a}rkung erfuhr die Lehrerbildung im Dezember 2014 mit der Gr{\"u}ndung des Zentrums f{\"u}r Lehrerbildung und Bildungsforschung (ZeLB). Aus der koordinierenden Arbeit des Zentrums entstand das fakult{\"a}ts{\"u}bergreifende Projekt „Professionalisierung - Schulpraktische Studien - Inklusion" (PSI-Potsdam) das im Rahmen der Qualit{\"a}tsoffensive Lehrerbildung des Bundesministeriums f{\"u}r Bildung und Forschung erfolgreich gef{\"o}rdert wurde (2015-2018) und dessen Verl{\"a}ngerung (2019-2023) bewilligt ist. Der vorliegende Band vermittelt in den drei großen Kapiteln „Erhebungsinstrumente", „Seminarkonzepte" und „Vernetzungen" einen {\"U}berblick {\"u}ber einige der praxisnahen Forschungszug{\"a}nge, hochschuldidaktischen Ans{\"a}tze und Strategien zur Vernetzung innerhalb der Lehrerbildung, die im Rahmen von PSI-Potsdam entwickelt und umgesetzt wurden. Die Beitr{\"a}ge wurden mit dem Ziel verfasst, Kolleginnen und Kollegen an Universit{\"a}ten und Hochschulen, Akteur_innen des Vorbereitungsdiensts sowie der Fort- und Weiterbildung von Lehrkr{\"a}ften m{\"o}glichst konkrete Einblicke zu gew{\"a}hren. Unter der Herausgeberschaft von Prof. Dr. Andreas Borowski (Fachdidaktik Physik), Prof. Dr. Antje Ehlert (Inklusionsp{\"a}dagogik mit dem F{\"o}rderschwerpunkt Lernen) und Prof. Dr. Helmut Prechtl (Fachdidaktik Biologie) vereinen sich Autor_innen mit breit gestreuter fachdidaktischer und bildungswissenschaftlicher Expertise.},
  language  = {de}
}
@book{HermannsBoehmeMeyeringetal.2023,
  author    = {Hermanns, Jolanda and B{\"o}hme, Katrin and Meyering, Meike and Fuchs, Isabelle and Wagner, Simon and Krauskopf, Karsten and Knigge, Michel and Rother, Stefanie and Tosch, Frank and Wendland, Mirko and Wulff, Peter and Mientus, Lukas and Nowak, Anna and Borowski, Andreas and Baer, Ella and Bosch, Jannis and Wilbert, J{\"u}rgen and Br{\"a}sel, Tim and Fenn, Monika and Kortenkamp, Ulrich and Kuzle, Ana and Reitz-Koncebovski, Karen and Burg, Paula and Lampart, Fabian and Leubner, Martin and Freitag-Hild, Britta and Bitmann, Anna and Reinhardt, Susanne and Roos, Jana and Hußner, Isabell and B{\"o}rner, Dustin and Lazarides, Rebecca and Glowinski, Ingrid and Autenrieth, Marijke and Radke, Thea and Ehlert, Antje and Menke, Anne and Haupenthal, Anna and Schramm, Satyam Antonio and Kruse, Julia and K{\"o}rner, Dorothea and Fischer, Jakob Thomas and Kayser, Daniela Niesta},
  title     = {PSI-Potsdam},
  series = {Potsdamer Beitr{\"a}ge f{\"u}r Lehrkr{\"a}ftebildung und Bildungsforschung},
  journal   = {Potsdamer Beitr{\"a}ge f{\"u}r Lehrkr{\"a}ftebildung und Bildungsforschung},
  number    = {3},
  editor    = {Hermanns, Jolanda},
  publisher = {Universit{\"a}tsverlag Potsdam},
  address   = {Potsdam},
  isbn      = {978-3-86956-568-2},
  issn      = {2626-3556},
  doi       = {10.25932/publishup-60187},
  url       = {http://nbn-resolving.de/urn:nbn:de:kobv:517-opus4-601875},
  publisher      = {Universit{\"a}t Potsdam},
  pages     = {393},
  year      = {2023},
  abstract  = {An der Universit{\"a}t Potsdam wird seit 2015 im Rahmen der „Qualit{\"a}tsoffensive Lehrerbildung" das Projekt „Professionalisierung - Schulpraktische Studien - Inklusion" (PSI-Potsdam) durchgef{\"u}hrt und am Zentrum f{\"u}r Lehrerbildung und Bildungsforschung (ZeLB) koordiniert. Zur ersten Projektf{\"o}rderphase (2015-2018) erschien der Band „PSI-Potsdam - Ergebnisbericht zu den Aktivit{\"a}ten im Rahmen der Qualit{\"a}tsoffensive Lehrerbildung (2015-2018)" zum Auftakt der Reihe „Potsdamer Beitr{\"a}ge zur Lehrerbildung und Bildungsforschung". Der vorliegende Band aus der gleichen Reihe gibt in den Kapiteln „Erhebungen", „Lehrkonzepte" und „Vernetzungen" einen {\"U}berblick {\"u}ber alle Teilprojekte der zweiten Projektf{\"o}rderphase (2019-2023). Wissenschaftler:innen aus verschiedenen Fachdidaktiken, Fachwissenschaften sowie aus den Bildungswissenschaften und der Inklusionsp{\"a}dagogik haben im Rahmen des Projektes kooperiert. Sowohl praxisnahe Forschung als auch die Entwicklung neuer Lehrkonzepte sowie Strategien zur Vernetzung innerhalb der Lehrkr{\"a}ftebildung stehen im Fokus dieses Bandes. Die Praxisphasen, die im Rahmen des „Potsdamer Modells der Lehrerbildung" eine zentrale Rolle spielen, wurden in einer großen Studie {\"u}ber alle Praxisphasen untersucht. Der Band gibt interessante Einblicke in die Ergebnisse der Teilprojekte und Anregungen sowohl f{\"u}r die eigene Forschung als auch f{\"u}r Entwicklungsarbeit wie zum Beispiel die Entwicklung neuer Lehrkonzepte. Herausgegeben wird dieser Band von PD Dr. Jolanda Hermanns (Gesamtkoordinatorin PSI-Potsdam und Chemiedidaktikerin).},
  language  = {de}
}
@article{NowakAckermannBorowski2018,
  author    = {Nowak, Anna and Ackermann, Peter and Borowski, Andreas},
  title     = {Rahmenthema „Reflexion" im Praxissemester Physik},
  series = {Potsdamer Beitr{\"a}ge zur Lehrerbildung und Bildungsforschung},
  journal   = {Potsdamer Beitr{\"a}ge zur Lehrerbildung und Bildungsforschung},
  publisher = {Universit{\"a}tsverlag Potsdam},
  address   = {Potsdam},
  isbn      = {978-3-86956-442-5},
  issn      = {2626-4722},
  url       = {http://nbn-resolving.de/urn:nbn:de:kobv:517-opus4-420340},
  pages     = {217 -- 230},
  year      = {2018},
  abstract  = {Der Beitrag beschreibt nach einer kurzen Kl{\"a}rung des Begriffs Reflexion und der Kl{\"a}rung der Bedeutung dieses Prozesses f{\"u}r das Lehrkrafthandeln eine spezielle Lerngelegenheit f{\"u}r diesen Prozess im Rahmen des Praxissemesters f{\"u}r Lehramtsstudierende. Um die Reflexionen der Studierenden theoriegeleitet analysieren zu k{\"o}nnen, wurde ein Modell des Reflexionsprozesses entwickelt, welches kurz vorgestellt wird. Der Schwerpunkt des Beitrags liegt in der Schilderung des (idealtypischen) Ablaufs der Lernsituation. Auf der Basis mehrerer Abl{\"a}ufe mit Lehramtsstudierenden werden am Ende Erfahrungen mit verschiedenen Auspr{\"a}gungen des Reflexionsprozesses dargestellt. Eine Weiterentwicklung dieses Formats und sein {\"u}ber das Praxissemester hinausgehender Einsatz werden empfohlen.},
  language  = {de}
}
@book{MientusKlempinNowaketal.2023,
  author    = {Mientus, Lukas and Klempin, Christiane and Nowak, Anna and Wyss, Corinne and Aufschnaiter, Claudia von and Faix, Ann-Christin and te Poel, Kathrin and Wahbe, Nadia and Pieper, Martin and H{\"o}ller, Katharina and Kallenbach, Lea and F{\"o}rster, Magdalena and Redecker, Anke and Dick, Mirjam and Holle, J{\"o}rg and Schneider, Edina and Rehfeldt, Daniel and Brauns, Sarah and Abels, Simone and Ferencik-Lehmkuhl, Daria and Fr{\"a}nkel, Silvia and Frohn, Julia and Liebsch, Ann-Catherine and Pech, Detlef and Schreier, Pascal and Jessen, Moiken and Großmann, Uta and Skintey, Lesya and Voerkel, Paul and Vaz Ferreira, Mergenfel A. and Zimmermann, Jan-Simon and Buddeberg, Magdalena and Henke, Vanessa and Hornberg, Sabine and V{\"o}lschow, Yvette and Warrelmann, Julia-Nadine and Malek, Jennifer and Tinnefeld, Anja and Schmidt, Peggy and Bauer, Tobias and J{\"a}nisch, Christopher and Spitzer, Lisa and Franken, Nadine and Degeling, Maria and Preisfeld, Angelika and Meier, Jana and K{\"u}th, Simon and Scholl, Daniel and Vogelsang, Christoph and Watson, Christina and Weißbach, Anna and Kulgemeyer, Christoph and Oetken, Mandy and Gorski, Sebastian and Kubsch, Marcus and Sorge, Stefan and Wulff, Peter and Fellenz, Carolin D. and Schnell, Susanne and Larisch, Cathleen and Kaiser, Franz and Knott, Christina and Reimer, Stefanie and Stegm{\"u}ller, Nathalie and Boukray{\^a}a Trabelsi, Kathrin and Schißlbauer, Franziska and Lemberger, Lukas and Barth, Ulrike and Wiehl, Angelika and Rogge, Tim and B{\"o}hnke, Anja and Dietz, Dennis and Großmann, Leroy and Wienmeister, Annett and Zoppke, Till and Jiang, Lisa and Gr{\"u}nbauer, Stephanie and Ostersehlt, D{\"o}rte and Peukert, Sophia and Sch{\"a}fer, Christoph and L{\"o}big, Anna and Br{\"o}ll, Leena and Brandt, Birgit and Breuer, Meike and Dausend, Henriette and Krelle, Michael and Andersen, Gesine and Falke, Sascha and Kindermann-G{\"u}zel, Kristin and K{\"o}rner, Katrina and Lottermoser, Lisa-Marie and P{\"u}gner, Kati and Sonnenburg, Nadine and Akarsu, Selim and Rechl, Friederike and Gadinger, Laureen and Heinze, Lena and Wittmann, Eveline and Franke, Manuela and Lachmund, Anne-Marie and B{\"o}ttger, Julia and Hannover, Bettina and Behrendt, Renata and Conty, Valentina and Grundmann, Stephanie and Ghassemi, Novid and Opitz, Ben and Br{\"a}mer, Martin and Gasparjan, David and Sambanis, Michaela and K{\"o}ster, Hilde and L{\"u}cke, Martin and Nordmeier, Volkhard and Schaal, Sonja and Haberbosch, Maximilian and Meissner, Maren and Schaal, Steffen and Br{\"u}chner, Melanie and Riehle, Tamara and Leopold, Bengta Marie and Gerlach, Susanne and Rau-Patschke, Sarah and Skorsetz, Nina and Weber, Nadine and Damk{\"o}hler, Jens and Elsholz, Markus and Trefzger, Thomas and Lewek, Tobias and Borowski, Andreas},
  title     = {Reflexion in der Lehrkr{\"a}ftebildung},
  series = {Potsdamer Beitr{\"a}ge f{\"u}r Lehrkr{\"a}ftebildung und Bildungsforschung},
  journal   = {Potsdamer Beitr{\"a}ge f{\"u}r Lehrkr{\"a}ftebildung und Bildungsforschung},
  number    = {4},
  editor    = {Mientus, Lukas and Klempin, Christiane and Nowak, Anna},
  publisher = {Universit{\"a}tsverlag Potsdam},
  address   = {Potsdam},
  isbn      = {978-3-86956-566-8},
  issn      = {2626-3556},
  doi       = {10.25932/publishup-59171},
  url       = {http://nbn-resolving.de/urn:nbn:de:kobv:517-opus4-591717},
  publisher      = {Universit{\"a}t Potsdam},
  pages     = {452},
  year      = {2023},
  abstract  = {Reflexion ist eine Schl{\"u}sselkategorie f{\"u}r die professionelle Entwicklung von Lehrkr{\"a}ften, welche als Ausbildungsziel in den Bildungsstandards f{\"u}r die Lehrkr{\"a}ftebildung verankert ist. Eine Verstetigung universit{\"a}r gepr{\"a}gter Forschung und Modellierung in der praxisnahen Anwendung im schulischen Kontext bietet Potentiale nachhaltiger Professionalisierung. Die St{\"a}rkung reflexionsbezogener Kompetenzen durch Empirie und Anwendung scheint eine phasen{\"u}bergreifende Herausforderung der Lehrkr{\"a}ftebildung zu sein, die es zu bew{\"a}ltigen gilt. Ziele des Tagungsbandes Reflexion in der Lehrkr{\"a}ftebildung sind eine theoretische Sch{\"a}rfung des Konzeptes „Reflexive Professionalisierung" und der Austausch {\"u}ber Fragen der Einbettung wirksamer reflexionsbezogener Lerngelegenheiten in die Lehrkr{\"a}ftebildung. Forschende und Lehrende der‚ drei Phasen (Studium, Referendariat sowie Fort- und Weiterbildung) der Lehrkr{\"a}ftebildung stellen Lehrkonzepte und Forschungsprojekte zum Thema Reflexion in der Lehrkr{\"a}ftebildung vor und diskutieren diese. Gemeinsam mit Teilnehmenden aller Phasen und von verschiedenen Standorten der Lehrkr{\"a}ftebildung werden zuk{\"u}nftige Herausforderungen identifiziert und L{\"o}sungsans{\"a}tze herausgearbeitet.},
  language  = {de}
}
@article{MientusKlempinNowak2023,
  author    = {Mientus, Lukas and Klempin, Christiane and Nowak, Anna},
  title     = {Reflexion in der Lehrkr{\"a}ftebildung: Empirisch - Phasen{\"u}bergreifend - Interdisziplin{\"a}r},
  series = {Reflexion in der Lehrkr{\"a}ftebildung: Empirisch - Phasen{\"u}bergreifend - Interdisziplin{\"a}r (Potsdamer Beitr{\"a}ge zur Lehrerbildung und Bildungsforschung ; 4)},
  journal   = {Reflexion in der Lehrkr{\"a}ftebildung: Empirisch - Phasen{\"u}bergreifend - Interdisziplin{\"a}r (Potsdamer Beitr{\"a}ge zur Lehrerbildung und Bildungsforschung ; 4)},
  number    = {4},
  publisher = {Universit{\"a}tsverlag Potsdam},
  address   = {Potsdam},
  isbn      = {978-3-86956-566-8},
  issn      = {2626-3556},
  doi       = {10.25932/publishup-61889},
  url       = {http://nbn-resolving.de/urn:nbn:de:kobv:517-opus4-618890},
  pages     = {13 -- 18},
  year      = {2023},
  abstract  = {Reflexion - unhinterfragt eines der wichtigsten Worte im Kontext der Lehrkr{\"a}ftebildung. Fest verankert in den bundesdeutschen Bildungsstandards sind in Forschung und Lehre die Suche nach Evidenz und die Unterst{\"u}tzung (angehender) Lehrkr{\"a}fte st{\"a}ndiger Antrieb unz{\"a}hliger Akteur:innen aller Phasen der Lehrkr{\"a}ftebildung. Wenngleich begriff liche Unklarheiten die Kommunikation von Forschungsergebnissen nicht immer intuitiv und die Unterst{\"u}tzung in der Lehre nicht immer praktikabel werden lassen, besteht Einigkeit dar{\"u}ber, dass ein Diskurs zur reflexiven Professionalisierung von Lehrkr{\"a}ften gef{\"u}hrt werden muss. Aus diesem Grund veranstalteten die beiden QLB-Projekte PSI-Potsdam der Universit{\"a}t Potsdam und K2teach der Freien Universit{\"a}t Berlin vom 5. bis 7. Oktober 2022 die Onlinetagung „Reflexion in der Lehrkr{\"a}ftebildung. Empirisch - Phasen{\"u}bergreifend - Interdisziplin{\"a}r". Ausgehend von den verschiedensten Fachdisziplinen diskutierten Akteur:innen aller Phasen der Lehrkr{\"a}ftebildung unterschiedlicher Standorte Ergebnisse empirischer Studien und Erfahrungen aus der Arbeit mit (angehenden) Lehrkr{\"a}ften. Beitr{\"a}ge der Tagung sind in diesem Buch festgehalten und sind als Momentaufnahme eines sich st{\"a}ndig entwickelnden Themenfelds zu verstehen. Forschende und Lehrende haben mit dieser Momentaufnahme die M{\"o}glichkeit, Eindr{\"u}cke f{\"u}r die eigene Arbeit aufzunehmen und weiterzuentwickeln.},
  language  = {de}
}
@article{MientusNowakWulffetal.2023,
  author    = {Mientus, Lukas and Nowak, Anna and Wulff, Peter and Borowski, Andreas},
  title     = {Unterrichtsanalyse und Reflexion},
  series = {Reflexion in der Lehrkr{\"a}ftebildung: Empirisch - Phasen{\"u}bergreifend - Interdisziplin{\"a}r (Potsdamer Beitr{\"a}ge zur Lehrerbildung und Bildungsforschung ; 4)},
  journal   = {Reflexion in der Lehrkr{\"a}ftebildung: Empirisch - Phasen{\"u}bergreifend - Interdisziplin{\"a}r (Potsdamer Beitr{\"a}ge zur Lehrerbildung und Bildungsforschung ; 4)},
  number    = {4},
  editor    = {Mientus, Lukas and Klempin, Christiane and Nowak, Anna},
  publisher = {Universit{\"a}tsverlag Potsdam},
  address   = {Potsdam},
  isbn      = {978-3-86956-566-8},
  issn      = {2626-3556},
  doi       = {10.25932/publishup-63200},
  url       = {http://nbn-resolving.de/urn:nbn:de:kobv:517-opus4-632005},
  pages     = {445 -- 452},
  year      = {2023},
  abstract  = {Schulpraktische Phasen stellen eine bedeutende praxisnahe Lerngelegenheit im Lehramtsstudium dar, da sie Raum f{\"u}r umfangreiche Reflexionen der eigenen Lernerfahrung bieten. Das im Studium erworbene theoretisch-formale Wissen steht hierbei dem praktischen Wissen und K{\"o}nnen gegen{\"u}ber. Mit der professionellen Entwicklung im Referendariat, besonders im Kompetenzbereich des Unterrichtens, kann geschlussfolgert werden, dass sich eine Reflexion {\"u}ber eher fachliche Aspekte unter den Studierenden im Referendariat auf eine Reflexion {\"u}ber eher {\"u}berfachliche und p{\"a}dagogische Aspekte weitet. Infolge der Analyse von N = 55 schriftlichen Fremdreflexionen von angehenden Physiklehrkr{\"a}ften aus Studium und Referendariat konnte diese Hypothese f{\"u}r den Bereich der Unterrichtsanalyse und -reflexion unterst{\"u}tzt werden. Weiter wurde aus der Videovignette ein Workshopangebot f{\"u}r Lehrkr{\"a}fte der zweiten und dritten Phase der Lehrkr{\"a}ftebildung entwickelt, erprobt und evaluiert.},
  language  = {de}
}
@article{Nowak2023,
  author    = {Nowak, Anna},
  title     = {Untersuchung der Qualit{\"a}t von Selbstreflexionstexten zum Physikunterricht},
  series = {Studien zum Physik- und Chemielernen},
  volume    = {371},
  journal   = {Studien zum Physik- und Chemielernen},
  publisher = {Logos},
  address   = {Berlin},
  isbn      = {978-3-8325-5739-3},
  issn      = {1614-8967},
  doi       = {10.30819/5739},
  pages     = {419},
  year      = {2023},
  abstract  = {Reflexion wird als notwendig f{\"u}r die professionelle Entwicklung von Lehrer:innen und die Verbesserung von Unterricht angesehen, wenngleich aus theoretischer Sicht große Uneinigkeit {\"u}ber den Begriff selbst, den Reflexionsprozess und die damit verbundenen Kompetenzen herrscht. Ziel dieser Arbeit war die Entwicklung, Untersuchung und Weiterentwicklung eines Reflexionsmodells mit einem theoriebasierten, klaren Konzept des Reflexionsprozesses und einem passenden Anspruch an die Reflexionsleistung der Reflektierenden. Grundlage f{\"u}r die empirische Untersuchung waren N = 132 Selbstreflexionstexte von N = 22 Studierenden aus dem Praxissemester Physik. Zur Codierung der Texte wurden vier mittels qualitativer Inhaltsanalyse entwickelte Manuale angewandt. Mit quantitativen Methoden wurden Zusammenh{\"a}nge zwischen strukturellen Elementen, Begr{\"u}ndungen, Inhalten und dem Qualit{\"a}tsmerkmal Reflexionstiefe {\"u}berpr{\"u}ft. Es zeigte sich ein "{\"U}berhang an Negativit{\"a}t": negative Bewertungen, negative Reflexionsausl{\"o}ser und negative Inhalte h{\"a}ngen signifikant positiv mit gr{\"o}ßerer Reflexionstiefe zusammen. Auf Grundlage der empirischen Ergebnisse wurde das Reflexionsmodell mit externaler und internaler Zielorientierung (REIZ) entwickelt. Zudem wurde darauf aufbauend eine Definition f{\"u}r Reflexionstiefe in vier Argumentationsclustern formuliert. F{\"u}r die Lehrkr{\"a}ftebildung wird der in REIZ dargestellte differenzierte Ansatz der Zielorientierung von Reflexion empfohlen.},
  language  = {de}
}
@article{WulffMientusNowaketal.2022,
  author    = {Wulff, Peter and Mientus, Lukas and Nowak, Anna and Borowski, Andreas},
  title     = {Utilizing a pretrained language model (BERT) to classify preservice physics teachers' written reflections},
  series = {International journal of artificial intelligence in education},
  journal   = {International journal of artificial intelligence in education},
  number    = {33},
  publisher = {Springer},
  address   = {New York},
  issn      = {1560-4292},
  doi       = {10.1007/s40593-022-00290-6},
  pages     = {439 -- 466},
  year      = {2022},
  abstract  = {Computer-based analysis of preservice teachers' written reflections could enable educational scholars to design personalized and scalable intervention measures to support reflective writing. Algorithms and technologies in the domain of research related to artificial intelligence have been found to be useful in many tasks related to reflective writing analytics such as classification of text segments. However, mostly shallow learning algorithms have been employed so far. This study explores to what extent deep learning approaches can improve classification performance for segments of written reflections. To do so, a pretrained language model (BERT) was utilized to classify segments of preservice physics teachers' written reflections according to elements in a reflection-supporting model. Since BERT has been found to advance performance in many tasks, it was hypothesized to enhance classification performance for written reflections as well. We also compared the performance of BERT with other deep learning architectures and examined conditions for best performance. We found that BERT outperformed the other deep learning architectures and previously reported performances with shallow learning algorithms for classification of segments of reflective writing. BERT starts to outperform the other models when trained on about 20 to 30\% of the training data. Furthermore, attribution analyses for inputs yielded insights into important features for BERT's classification decisions. Our study indicates that pretrained language models such as BERT can boost performance for language-related tasks in educational contexts such as classification.},
  language  = {en}
}