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1. Classifying Proposals of Decentralized Autonomous Organizations Using Large Language Models

Author

Ziegler, Christian, Miranda, Marcos, Cao, Guangye, Arentoft, Gustav, and Nam, Doo Wan

Subjects
Computer Science - Computers and Society, H.0
Abstract

Our study demonstrates the effective use of Large Language Models (LLMs) for automating the classification of complex datasets. We specifically target proposals of Decentralized Autonomous Organizations (DAOs), as the clas-sification of this data requires the understanding of context and, therefore, depends on human expertise, leading to high costs associated with the task. The study applies an iterative approach to specify categories and further re-fine them and the prompt in each iteration, which led to an accuracy rate of 95% in classifying a set of 100 proposals. With this, we demonstrate the po-tential of LLMs to automate data labeling tasks that depend on textual con-text effectively.

Published
2024

2. Navigating the Research Landscape of Decentralized Autonomous Organizations: A Research Note and Agenda

Author

Ziegler, Christian and DuPont, Quinn

Subjects
Computer Science - Computers and Society, H.0
Abstract

This note and agenda serve as a cause for thought for scholars interested in researching Decentralized Autonomous Organizations (DAOs), addressing both the opportunities and challenges posed by this phenomenon. It covers key aspects of data retrieval, data selection criteria, issues in data reliability and validity such as governance token pricing complexities, discrepancy in treasuries, Mainnet and Testnet data, understanding the variety of DAO types and proposal categories, airdrops affecting governance, and the Sybil problem. The agenda aims to equip scholars with the essential knowledge required to conduct nuanced and rigorous academic studies on DAOs by illuminating these various aspects and proposing directions for future research.

Published
2023

3. Trusting a Smart Contract Means Trusting Its Owners: Understanding Centralization Risk

Author

Lamby, Metin, Zieglmeier, Valentin, and Ziegler, Christian

Subjects
Computer Science - Cryptography and Security, Economics - General Economics
Abstract

Smart contract access control mechanisms can introduce centralization into supposedly decentralized ecosystems. In our view, such centralization is an overlooked risk of smart contracts that underlies well-known smart contract security incidents. Critically, mitigating the known vulnerability of missing permission verification by implementing authorization patterns can in turn introduce centralization. To delineate the issue, we define centralization risk and describe smart contract source code patterns for Ethereum and Algorand that can introduce it to smart contracts. We explain under which circumstances the centralization can be exploited. Finally, we discuss implications of centralization risk for different smart contract stakeholders., Comment: Peer-reviewed version accepted for publication in the proceedings of the 5th Conference on Blockchain Research & Applications for Innovative Networks and Services (BRAINS '23)

Published
2023
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6. Kapitel 2 Die Finanzgerichtsordnung

Author

Große, Thomas, primary, Melchior, Jürgen, additional, Lotz, Anja, additional, Ziegler, Christian, additional, Henk, Stefan, additional, Hudasch, Claudia, additional, and Tenberger, Christian, additional

Published
2024
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7. Teil O Vollstreckung wegen Geldforderungen

Author

Große, Thomas, primary, Melchior, Jürgen, additional, Lotz, Anja, additional, Ziegler, Christian, additional, Henk, Stefan, additional, Hudasch, Claudia, additional, and Tenberger, Christian, additional

Published
2024
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8. Titelei/Inhaltsverzeichnis

Author

Große, Thomas, primary, Melchior, Jürgen, additional, Lotz, Anja, additional, Ziegler, Christian, additional, Henk, Stefan, additional, Hudasch, Claudia, additional, and Tenberger, Christian, additional

Published
2024
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9. Teil C Die gerichtliche Entscheidung

Author

Große, Thomas, primary, Melchior, Jürgen, additional, Lotz, Anja, additional, Ziegler, Christian, additional, Henk, Stefan, additional, Hudasch, Claudia, additional, and Tenberger, Christian, additional

Published
2024
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10. Teil B Die Klage

Author

Große, Thomas, primary, Melchior, Jürgen, additional, Lotz, Anja, additional, Ziegler, Christian, additional, Henk, Stefan, additional, Hudasch, Claudia, additional, and Tenberger, Christian, additional

Published
2024
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11. Vorwort zur 22. Auflage

Author

Große, Thomas, primary, Melchior, Jürgen, additional, Lotz, Anja, additional, Ziegler, Christian, additional, Henk, Stefan, additional, Hudasch, Claudia, additional, and Tenberger, Christian, additional

Published
2024
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12. Teil H Die Lehre vom Steuerverwaltungsakt

Author

Große, Thomas, primary, Melchior, Jürgen, additional, Lotz, Anja, additional, Ziegler, Christian, additional, Henk, Stefan, additional, Hudasch, Claudia, additional, and Tenberger, Christian, additional

Published
2024
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13. Teil J Festsetzungsverjährung

Author

Große, Thomas, primary, Melchior, Jürgen, additional, Lotz, Anja, additional, Ziegler, Christian, additional, Henk, Stefan, additional, Hudasch, Claudia, additional, and Tenberger, Christian, additional

Published
2024
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14. Teil A Grundlagen

Author

Große, Thomas, primary, Melchior, Jürgen, additional, Lotz, Anja, additional, Ziegler, Christian, additional, Henk, Stefan, additional, Hudasch, Claudia, additional, and Tenberger, Christian, additional

Published
2024
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17. Teil A Die Finanzgerichtsbarkeit

Author

Große, Thomas, primary, Melchior, Jürgen, additional, Lotz, Anja, additional, Ziegler, Christian, additional, Henk, Stefan, additional, Hudasch, Claudia, additional, and Tenberger, Christian, additional

Published
2024
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18. Teil C Steuerbegünstigte Zwecke

Author

Große, Thomas, primary, Melchior, Jürgen, additional, Lotz, Anja, additional, Ziegler, Christian, additional, Henk, Stefan, additional, Hudasch, Claudia, additional, and Tenberger, Christian, additional

Published
2024
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19. Teil M Außenprüfung

Author

Große, Thomas, primary, Melchior, Jürgen, additional, Lotz, Anja, additional, Ziegler, Christian, additional, Henk, Stefan, additional, Hudasch, Claudia, additional, and Tenberger, Christian, additional

Published
2024
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20. Teil F Die Haftung

Author

Große, Thomas, primary, Melchior, Jürgen, additional, Lotz, Anja, additional, Ziegler, Christian, additional, Henk, Stefan, additional, Hudasch, Claudia, additional, and Tenberger, Christian, additional

Published
2024
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22. Autoren

Author

Große, Thomas, primary, Melchior, Jürgen, additional, Lotz, Anja, additional, Ziegler, Christian, additional, Henk, Stefan, additional, Hudasch, Claudia, additional, and Tenberger, Christian, additional

Published
2024
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24. Teil E Kosten (§§ 135 ff. FGO)

Author

Große, Thomas, primary, Melchior, Jürgen, additional, Lotz, Anja, additional, Ziegler, Christian, additional, Henk, Stefan, additional, Hudasch, Claudia, additional, and Tenberger, Christian, additional

Published
2024
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25. Teil K Erhebungsverfahren

Author

Große, Thomas, primary, Melchior, Jürgen, additional, Lotz, Anja, additional, Ziegler, Christian, additional, Henk, Stefan, additional, Hudasch, Claudia, additional, and Tenberger, Christian, additional

Published
2024
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26. Kapitel 1 Die Abgabenordnung

Author

Große, Thomas, primary, Melchior, Jürgen, additional, Lotz, Anja, additional, Ziegler, Christian, additional, Henk, Stefan, additional, Hudasch, Claudia, additional, and Tenberger, Christian, additional

Published
2024
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27. Teil D Datenschutz und Steuergeheimnis

Author

Große, Thomas, primary, Melchior, Jürgen, additional, Lotz, Anja, additional, Ziegler, Christian, additional, Henk, Stefan, additional, Hudasch, Claudia, additional, and Tenberger, Christian, additional

Published
2024
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29. Teil E Steuerschuldrecht

Author

Große, Thomas, primary, Melchior, Jürgen, additional, Lotz, Anja, additional, Ziegler, Christian, additional, Henk, Stefan, additional, Hudasch, Claudia, additional, and Tenberger, Christian, additional

Published
2024
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30. Teil L Korrektur von Steuerverwaltungsakten

Author

Große, Thomas, primary, Melchior, Jürgen, additional, Lotz, Anja, additional, Ziegler, Christian, additional, Henk, Stefan, additional, Hudasch, Claudia, additional, and Tenberger, Christian, additional

Published
2024
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36. Biological Earth observation with animal sensors

Author

Åkesson, Susanne, Anisimov, Yury, Antonov, Aleksey, Arnold, Walter, Bairlein, Franz, Baltà, Oriol, Baum, Diane, Beck, Mario, Belonovich, Olga, Belyaev, Mikhail, Berger, Matthias, Berthold, Peter, Bittner, Steffen, Blake, Stephen, Block, Barbara, Bloche, Daniel, Boehning-Gaese, Katrin, Bohrer, Gil, Bojarinova, Julia, Bommas, Gerhard, Bourski, Oleg, Bragin, Albert, Bragin, Alexandr, Bristol, Rachel, Brlík, Vojtěch, Bulyuk, Victor, Cagnacci, Francesca, Carlson, Ben, Chapple, Taylor K., Chefira, Kalkidan F., Cheng, Yachang, Chernetsov, Nikita, Cierlik, Grzegorz, Christiansen, Simon S., Clarabuch, Oriol, Cochran, William, Cornelius, Jamie Margaret, Couzin, Iain, Crofoot, Margret C., Cruz, Sebastian, Davydov, Alexander, Davidson, Sarah, Dech, Stefan, Dechmann, Dina, Demidova, Ekaterina, Dettmann, Jan, Dittmar, Sven, Dorofeev, Dmitry, Drenckhahn, Detlev, Dubyanskiy, Vladimir, Egorov, Nikolay, Ehnbom, Sophie, Ellis-Soto, Diego, Ewald, Ralf, Feare, Chris, Fefelov, Igor, Fehérvári, Péter, Fiedler, Wolfgang, Flack, Andrea, Froböse, Magnus, Fufachev, Ivan, Futoran, Pavel, Gabyshev, Vyachaslav, Gagliardo, Anna, Garthe, Stefan, Gashkov, Sergey, Gibson, Luke, Goymann, Wolfgang, Gruppe, Gerd, Guglielmo, Chris, Hartl, Phil, Hedenström, Anders, Hegemann, Arne, Heine, Georg, Ruiz, Mäggi Hieber, Hofer, Heribert, Huber, Felix, Hurme, Edward, Iannarilli, Fabiola, Illa, Marc, Isaev, Arkadiy, Jakobsen, Bent, Jenni, Lukas, Jenni-Eiermann, Susi, Jesmer, Brett, Jiguet, Frédéric, Karimova, Tatiana, Kasdin, N. Jeremy, Kazansky, Fedor, Kirillin, Ruslan, Klinner, Thomas, Knopp, Andreas, Kölzsch, Andrea, Kondratyev, Alexander, Krondorf, Marco, Ktitorov, Pavel, Kulikova, Olga, Kumar, R. Suresh, Künzer, Claudia, Larionov, Anatoliy, Larose, Christine, Liechti, Felix, Linek, Nils, Lohr, Ashley, Lushchekina, Anna, Mansfield, Kate, Matantseva, Maria, Markovets, Mikhail, Marra, Peter, Masello, Juan F., Melzheimer, Jörg, Menz, Myles H.M., Menzie, Stephen, Meshcheryagina, Swetlana, Miquelle, Dale, Morozov, Vladimir, Mukhin, Andrey, Müller, Inge, Mueller, Thomas, Navedo, Juan G., Nathan, Ran, Nelson, Luke, Németh, Zoltán, Newman, Scott, Norris, Ryan, Nsengimana, Olivier, Okhlopkov, Innokentiy, Oleś, Wioleta, Oliver, Ruth, O’Mara, Teague, Palatitz, Peter, Partecke, Jesko, Pavlick, Ryan, Pedenko, Anastasia, Perry, Alys, Pham, Julie, Piechowski, Daniel, Pierce, Allison, Piersma, Theunis, Pitz, Wolfgang, Plettemeier, Dirk, Pokrovskaya, Irina, Pokrovskaya, Liya, Pokrovsky, Ivan, Pot, Morrison, Procházka, Petr, Quillfeldt, Petra, Rakhimberdiev, Eldar, Ramenofsky, Marilyn, Ranipeta, Ajay, Rapczyński, Jan, Remisiewicz, Magdalena, Rozhnov, Viatcheslav, Rienks, Froukje, Rozhnov, Vyacheslav, Rutz, Christian, Sakhvon, Vital, Sapir, Nir, Safi, Kamran, Schäuffelhut, Friedrich, Schimel, David, Schmidt, Andreas, Shamoun-Baranes, Judy, Sharikov, Alexander, Shearer, Laura, Shemyakin, Evgeny, Sherub, Sherub, Shipley, Ryan, Sica, Yanina, Smith, Thomas B., Simonov, Sergey, Snell, Katherine, Sokolov, Aleksandr, Sokolov, Vasiliy, Solomina, Olga, Soloviev, Mikhail, Spina, Fernando, Spoelstra, Kamiel, Storhas, Martin, Sviridova, Tatiana, Swenson, George, Jr, Taylor, Phil, Thorup, Kasper, Tsvey, Arseny, Tucker, Marlee, Tuppen, Sophie, Turner, Woody, Twizeyimana, Innocent, van der Jeugd, Henk, van Schalkwyk, Louis, van Toor, Mariëlle, Viljoen, Pauli, Visser, Marcel E., Volkmer, Tamara, Volkov, Andrei, Volkov, Sergey, Volkov, Oleg, von Rönn, Jan A.C., Vorneweg, Bernd, Wachter, Bettina, Waldenström, Jonas, Weber, Natalie, Wegmann, Martin, Wehr, Aloysius, Weinzierl, Rolf, Weppler, Johannes, Wilcove, David, Wild, Timm, Williams, Hannah J., Wilshire, John, Wingfield, John, Wunder, Michael, Yachmennikova, Anna, Yanco, Scott, Yohannes, Elisabeth, Zeller, Amelie, Ziegler, Christian, Zięcik, Anna, Zook, Cheryl, Jetz, Walter, Tertitski, Grigori, Kays, Roland, Mueller, Uschi, and Wikelski, Martin

Published
2022
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44. Ultra-Low-Power High PSRR Sub-1 V Voltage Reference Circuit in 22 nm FDSOI CMOS

Author

Dossanov, Adilet, Ziegler, Christian, and Issakov, Vadim

Abstract

This brief presents an ultra-low-power sub-1V voltage reference circuit using a self-cascode technique to improve power supply rejection ratio (PSRR) for battery-powered applications. The proposed voltage reference circuit has been fabricated in 22 nm fully-depleted silicon-on-insulator (FDSOI) CMOS technology, and it occupies an active area of 0.0104 $\text {mm}^{{2}}$ . The measured average output voltage $\text {V}_{\text {REF}}$ from 12 samples at room temperature is 598 mV with a standard deviation of 0.37%. The $\text {V}_{\text {REF}}$ shows measured average temperature coefficient $\text {TC}_{\text {avg}}$ of 61 $\text {ppm/}^{\circ }\text {C}$ over the temperature range of −40°C to 120°C, line sensitivity of 0.12%/V from 1.2V to 1.8V supply voltages, and measured PSRR of 66 dB at 10 Hz. A total power consumption is 45.6nW from a 1.2V supply voltage.

Published
2024
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45. Automatisierungspotentialmatrix

Author

Ziegler, Christian and Rößler, Markus Philipp

Abstract

In the age of the digital revolution and high global competitive pressure, it is essential for companies to identify and strategically exploit automation potentials. The Automation Potential Matrix evaluates the suitability for automation and the expected business benefits. Through this holistic analysis approach, groundbreaking strategic decisions for production can be made in a very short time, while simultaneously avoiding the most significant mistakes in the selection of the form of automation.

Published
2024
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46. Datengetrieben ins Zeitalter der Innovation : die evidenzbasierte Revolution

Author

Ziegler, Christian, Feuz, Martin, Yerebakan, Lisa, Kirst, Alyssa, Del Ponte, Paolo, Bosia, Francesco, Walker, Nina, Ziegler, Christian, Feuz, Martin, Yerebakan, Lisa, Kirst, Alyssa, Del Ponte, Paolo, Bosia, Francesco, and Walker, Nina

Abstract

Innovationen haben die Kraft, ein Unternehmen als Vorreiter und Marktbereiter erfolgreich zu machen – oder zum Grab für Investitionen, Zukunftspläne und Karrieren zu werden. Entsprechend gross sind oft Druck und Unsicherheit für alle Beteiligten: - Führungsetagen tun sich schwer damit, sich auf Innovationsvorhaben festzulegen, da zu viele Köche im Entscheidungsbrei mitrühren wollen. - Innovationen, die beim ersten Kontakt mit dem Markt implodieren, schüren Versagensängste auf persönlicher und Organisationsebene. - Verwaltungsrat, Geschäftsleitung und Investoren pushen Innovationstätigkeit, in der Hoffnung, dass R&D Investitionen zu neuen Produkten mit starken Verkaufszahlen führen. Und mittendrin stehen die eigentlichen Projektverantwortlichen, die den Innovationsprozess vorantreiben und dabei die richtigen Entscheidungen treffen sollen, aber nur selten über das verfügen, was sie dazu überhaupt befähigt: eine ausreichende Evidenzgrundlage. Willkommen in einer Welt, in der es nicht überrascht, dass immer noch zu viele Innovationsprojekte scheitern. Aber auch: Willkommen in einer Welt, in der sich genau das ändern lässt. In der für erfolgskritische Entscheidungen eine Basis aus empirisch erhobenen, gut strukturierten und sauber ausgewerteten Daten geschaffen werden kann. Und in der Innovationserfolg kein Glückstreffer mehr ist, sondern die Konsequenz evidenzbasierter Entscheidungssicherheit. Genau dafür steht der Ansatz der Evidence-based Innovation (EBI). Teil 1 unserer Whitepaper Serie zu EBI zeigt, wo etablierte Innovationstechniken offene Flanken haben und erklärt, wie diese durch die effektive Anwendung des EBIAnsatzes geschlossen werden können.

Published
2024

47. Improving susceptibility of neuroendocrine tumors to radionuclide therapies: personalized approaches towards complementary treatments

Author

Richter, Susan, Steenblock, Charlotte; https://orcid.org/0000-0002-9635-4860, Fischer, Alessa; https://orcid.org/0000-0003-4555-8334, Lemm, Sandy, Ziegler, Christian G, Bechmann, Nicole; https://orcid.org/0000-0002-6932-333X, Nölting, Svenja; https://orcid.org/0000-0002-7064-590X, Pietzsch, Jens; https://orcid.org/0000-0002-1610-1493, Ullrich, Martin; https://orcid.org/0000-0001-6104-6676, Richter, Susan, Steenblock, Charlotte; https://orcid.org/0000-0002-9635-4860, Fischer, Alessa; https://orcid.org/0000-0003-4555-8334, Lemm, Sandy, Ziegler, Christian G, Bechmann, Nicole; https://orcid.org/0000-0002-6932-333X, Nölting, Svenja; https://orcid.org/0000-0002-7064-590X, Pietzsch, Jens; https://orcid.org/0000-0002-1610-1493, and Ullrich, Martin; https://orcid.org/0000-0001-6104-6676

Abstract

Radionuclide therapies are an important tool for the management of patients with neuroendocrine neoplasms (NENs). Especially [$^{131}$I]MIBG and [$^{177}$Lu]Lu-DOTA-TATE are routinely used for the treatment of a subset of NENs, including pheochromocytomas, paragangliomas and gastroenteropancreatic tumors. Some patients suffering from other forms of NENs, such as medullary thyroid carcinoma or neuroblastoma, were shown to respond to radionuclide therapy; however, no general recommendations exist. Although [$^{131}$I]MIBG and [$^{177}$Lu]Lu-DOTA-TATE can delay disease progression and improve quality of life, complete remissions are achieved rarely. Hence, better individually tailored combination regimes are required. This review summarizes currently applied radionuclide therapies in the context of NENs and informs about recent advances in the development of theranostic agents that might enable targeting subgroups of NENs that previously did not respond to [$^{131}$I]MIBG or [$^{177}$Lu]Lu-DOTA-TATE. Moreover, molecular pathways involved in NEN tumorigenesis and progression that mediate features of radioresistance and are particularly related to the stemness of cancer cells are discussed. Pharmacological inhibition of such pathways might result in radiosensitization or general complementary antitumor effects in patients with certain genetic, transcriptomic, or metabolic characteristics. Finally, we provide an overview of approved targeted agents that might be beneficial in combination with radionuclide therapies in the context of a personalized molecular profiling approach.

Published
2024

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