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Clarivate: Web of Science, https:\/\/www.webofscience.com [27.04.2025] (2025)"},{"key":"ref12","unstructured":"13. Cornell Tech: arXiv, https:\/\/arxiv.org\/ [27.04.2025] (2025)"},{"key":"ref13","doi-asserted-by":"publisher","unstructured":"14. Danescu-Niculescu-Mizil, C., West, R., Jurafsky, D., Leskovec, J., Potts, C.: No country for old members. In: Proceedings of the 22nd international conference on World Wide Web, pp. 307- 318. ACM, New York, NY, USA (2013)","DOI":"10.1145\/2488388.2488416"},{"key":"ref14","doi-asserted-by":"publisher","unstructured":"15. Del Rio-Chanona, R.M., Laurentsyeva, N., Wachs, J.: Large language models reduce public knowledge sharing on online Q&A platforms. PNAS nexus 3, pgae400 (2024)","DOI":"10.1093\/pnasnexus\/pgae400"},{"key":"ref15","unstructured":"16. Elsevier: Scopus, https:\/\/www.scopus.com [27.04.2025] (2025)"},{"key":"ref16","doi-asserted-by":"publisher","unstructured":"17. 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Lomshakov, V., Kovalchuk, S., Omelchenko, M., Nikolenko, S., Aliev, A.: Fine-Tuning Large Language Models for Answering Programming Questions with Code Snippets. In: Miky\u0161ka, J., Mulatier, C. de, Paszynski, M., Krzhizhanovskaya, V.V., Dongarra, J.J., Sloot, P.M. (eds.) Computational Science - ICCS 2023, vol. 14074, pp. 171-179. Springer Nature Switzerland, Cham (2023)","DOI":"10.1007\/978-3-031-36021-3_15"},{"key":"ref28","doi-asserted-by":"publisher","unstructured":"29. Moutidis, I., Williams, H.T.P.: Community evolution on Stack Overflow. PloS one 16, e0253010 (2021)","DOI":"10.1371\/journal.pone.0253010"},{"key":"ref29","doi-asserted-by":"publisher","unstructured":"30. Mustafa, S., Zhang, W., Naveed, M.M.: What motivates online community contributors to contribute consistently? A case study on Stackoverflow netizens. 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IEEE (2023)","DOI":"10.1109\/ICSME58846.2023.00043"},{"key":"ref35","doi-asserted-by":"publisher","first-page":"26839","DOI":"10.1109\/ACCESS.2024.3365742","article-title":"A Review on Large Language Models: Architectures, Applications, Taxonomies, Open Issues and Challenges","volume":"12","author":"Raiaan","year":"2024","unstructured":"36. Raiaan, M.A.K., Mukta, M.S.H., Fatema, K., Fahad, N.M., Sakib, S., Mim, M.M.J., Ahmad, J., Ali, M.E., Azam, S.: A Review on Large Language Models: Architectures, Applications, Taxonomies, Open Issues and Challenges. IEEE Access 12, 26839-26874 (2024)","journal-title":"IEEE Access"},{"key":"ref36","doi-asserted-by":"publisher","unstructured":"37. Rasnayaka, S., Wang, G., Shariffdeen, R., Iyer, G.N.: An Empirical Study on Usage and Perceptions of LLMs in a Software Engineering Project. In: Proceedings of the 1st International Workshop on Large Language Models for Code, pp. 111-118. ACM, New York (2024) 38. Shan, G., Pienta, D., Thatcher, J.B.: Investigating the Relative Impact of Generative AI vs. Humans on Voluntary Knowledge Contributions. In: Proceedings of the 57th Hawaii International Conference on System Sciences, pp. 7490-7499 (2024)","DOI":"10.1145\/3643795.3648379"},{"key":"ref37","unstructured":"39. Simons, W., Turrini, A., Vivian, L.: Artificial Intelligence: Economic Impact, Opportunities, Challenges, Implications for Policy (2024)"},{"key":"ref38","unstructured":"40. Springer Nature: Springer Nature Link, https:\/\/link.springer.com\/ [27.04.2025] (2025)"},{"key":"ref39","unstructured":"41. Stack Overflow: Stack Overflow, https:\/\/stackoverflow.com [26.04.2025] (2025)"},{"key":"ref40","doi-asserted-by":"publisher","unstructured":"42. Tayeb, A., Alahmadi, M., Tajik, E., Haiduc, S.: Investigating Developers' Preferences for Learning and Issue Resolution Resources in the ChatGPT Era. In: 2024 IEEE International Conference on Software Maintenance and Evolution (ICSME), pp. 413-425. IEEE (2024)","DOI":"10.1109\/ICSME58944.2024.00045"},{"key":"ref41","doi-asserted-by":"publisher","unstructured":"43. Tona, C., Ju\u00e1rez-Ram\u00edrez, R., Jim\u00e9nez, S., Dur\u00e1n, M.: Exploring LLM Tools Through the Eyes of Industry Experts and Novice Programmers. In: 2024 12th International Conference in Software Engineering Research and Innovation (CONISOFT), pp. 313-321. IEEE (2024)","DOI":"10.1109\/CONISOFT63288.2024.00048"},{"key":"ref42","unstructured":"44. vom Brocke, J., Simons, A., Niehaves, B., Reimer, K., Plattfaut, R., Cleven, A.: Reconstructing the Giant: On the Importance of Rigour in Documenting the Literature Search Process. In: Proceedings of the ECIS 2009 (2009)"},{"key":"ref43","doi-asserted-by":"publisher","unstructured":"45. vom Brocke, J., Simons, A., Riemer, K., Niehaves, B., Plattfaut, R., Cleven, A.: Standing on the Shoulders of Giants: Challenges and Recommendations of Literature Search in Information Systems Research. CAIS 37 (2015)","DOI":"10.17705\/1CAIS.03709"},{"key":"ref44","unstructured":"46. Xiao, X., Chen, K., Yan, Z.: Human Reaction to GenAI Threats: A Perspective of Protection Motivation Theory. In: PACIS 2024 Proceedings (2024)"},{"key":"ref45","doi-asserted-by":"publisher","unstructured":"47. Xu, B., Nguyen, T.-D., Le-Cong, T., Hoang, T., Liu, J., Kim, K., Gong, C., Niu, C., Wang, C., Le, B., et al.: Are We Ready to Embrace Generative AI for Software Q&A? In: 2023 38th IEEE\/ACM International Conference on Automated Software Engineering (ASE), pp. 1713- 1717. IEEE (2023)","DOI":"10.1109\/ASE56229.2023.00023"},{"key":"ref46","unstructured":"48. 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