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CHATGPT and the Global South: how are journalists in sub-Saharan Africa engaging with generative AI? CHATGPT与全球南方:撒哈拉以南非洲的记者如何参与生成式人工智能?
Pub Date : 2023-06-01 DOI: 10.1515/omgc-2023-0023
Gregory Gondwe
Abstract Study purpose This study explores the usage of generative AI tools by journalists in sub-Saharan Africa, with a focus on issues of misinformation, plagiarism, stereotypes, and the unrepresentative nature of online databases. The research places this inquiry within broader debates of whether the Global South can effectively and fairly use AI tools. Design/methodology/approach This study involved conducting interviews with journalists from five sub-Saharan African countries, namely Congo, DRC, Kenya, Tanzania, Uganda, and Zambia. The objective of the study was to ascertain how journalists in sub-Saharan Africa are utilizing ChatGPT. It is worth noting that this study is a component of an ongoing project on AI that commenced on September 19, 2022, shortly after receiving IRB approval. The ChatGPT project was initiated in January 2023 after discovering that our participants were already employing the Chatbot. Findings The study highlights that generative AI like ChatGPT operates on a limited and non-representative African corpus, making it selective on what is considered civil and uncivil language, thus limiting its effectiveness in the region. However, the study also suggests that in the absence of representative corpora, generative AI tools like ChatGPT present an opportunity for effective journalism practice in that journalists cannot completely rely on the tools. Practical implications The study emphasizes the need for human agencies to provide relevant information to the tool, thus contributing to a global database, and to consider diverse data sources when designing AI tools to minimize biases and stereotypes. Social implications The social implications of the study suggest that AI tools have both positive and negative effects on journalism in developing countries, and there is a need to promote the responsible and ethical use of AI tools in journalism and beyond. Originality/value The original value of the study lies in shedding light on the challenges and opportunities associated with AI in journalism, promoting postcolonial thinking, and emphasizing the importance of diverse data sources and human agency in the development and use of AI tools.
摘要研究目的本研究探讨了撒哈拉以南非洲记者对生成人工智能工具的使用,重点关注错误信息、剽窃、刻板印象和在线数据库的不代表性问题。这项研究将这一调查置于全球南方能否有效、公平地使用人工智能工具的更广泛辩论中。设计/方法/方法这项研究涉及对来自五个撒哈拉以南非洲国家的记者进行采访,即刚果、刚果民主共和国、肯尼亚、坦桑尼亚、乌干达和赞比亚。这项研究的目的是确定撒哈拉以南非洲的记者是如何利用ChatGPT的。值得注意的是,这项研究是正在进行的人工智能项目的一个组成部分,该项目于2022年9月19日在获得IRB批准后不久开始。在发现我们的参与者已经在使用聊天机器人后,ChatGPT项目于2023年1月启动。研究结果该研究强调,像ChatGPT这样的生成性人工智能在有限且不具代表性的非洲语料库上运行,使其对被视为文明和不文明的语言具有选择性,从而限制了其在该地区的有效性。然而,该研究也表明,在缺乏代表性语料库的情况下,像ChatGPT这样的生成性人工智能工具为有效的新闻实践提供了机会,因为记者不能完全依赖这些工具。实际影响该研究强调,人类机构需要向该工具提供相关信息,从而为全球数据库做出贡献,并在设计人工智能工具时考虑不同的数据来源,以最大限度地减少偏见和刻板印象。社会影响该研究的社会影响表明,人工智能工具对发展中国家的新闻业既有积极影响,也有消极影响,有必要促进在新闻业及其他领域负责任和合乎道德地使用人工智能工具。原创性/价值该研究的最初价值在于揭示新闻业中与人工智能相关的挑战和机遇,促进后殖民思维,并强调多样的数据来源和人类能动性在人工智能工具开发和使用中的重要性。
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引用次数: 3
Summer 2023 editorial essay: digital cities, ChatGPT use in Africa, Nigerian online news coverage of the Russian–Ukraine war and use of emotional mobilization and disinformation in Hong Kong anti-extradition protests 2023年夏季社论文章:数字城市,ChatGPT在非洲的使用,尼日利亚对俄乌战争的在线新闻报道,以及在香港反引渡抗议活动中使用情绪动员和虚假信息
Pub Date : 2023-06-01 DOI: 10.1515/omgc-2023-2003
Louisa Ha
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引用次数: 0
Sahara Reporters and Premium Times online coverage of the Russia–Ukraine war 撒哈拉记者和高级时报在线报道俄乌战争
Pub Date : 2023-06-01 DOI: 10.1515/omgc-2023-0022
O. Omoera, E. P. Nwaoboli
Abstract Purpose The mass media have continued to be significant news sources for human society, particularly during conflict and war. The media dependency theory posits that during crisis or instability, society relies more on traditional and new media to help it understand the developments in the war. This article investigated the frequency of the coverage of the Russia–Ukraine War by Sahara Reporters and Premium Times, ascertained the most dominant tone used by Sahara Reporters and Premium Times in the reporting of the Russian–Ukraine War, and unfurled the frame of coverage of Russian–Ukraine War by Sahara Reporters and Premium Times. Theoretical and Methodical Considerations Anchored in Robert Entman’s Framing Theory, online publications of Sahara Reporters and Premium Times from March 2022 to September 2022 served as the population of the study and the census sampling technique was used to draw a sample for the study. The explanation-building model was the method of data analysis. Findings Results showed that Sahara Reporters and Premium Times reports on the 2022 Russian–Ukraine War were frequent. Also, they paid more attention to the impacts of the war on Nigerian emigrants or students overseas in Russia and Ukraine. Implications Our findings suggest that online newspapers mostly toned the Russian–Ukraine War in negative slants and framed the stories highlighting the impact of the war on Nigerians, especially Nigerian students in Russia and Ukraine. Value The article brings a new perspective to the Russian–Ukraine War in media scholarship by examining Nigeria’s online news reporting of the Russian–Ukraine conflict. It is, therefore, recommended that Nigerian online newspapers not solely focus on negative reports of the war and its implications for stakeholders in Nigeria. They should adopt a more diverse range of frames and tones in their coverage, to influence stakeholders to take action to prevent wars and hold the Nigerian government accountable for providing adequate infrastructure and human capital that discourages emigration in search of a better life both academically and otherwise.
大众传媒一直是人类社会重要的新闻来源,特别是在冲突和战争期间。媒体依赖理论认为,在危机或不稳定时期,社会更多地依赖传统媒体和新媒体来帮助其了解战争的发展。本文通过对《撒哈拉记者》和《高级时报》报道俄乌战争的频率进行调查,确定了《撒哈拉记者》和《高级时报》在报道俄乌战争时使用的最主要语气,展开了《撒哈拉记者》和《高级时报》报道俄乌战争的框架。根据罗伯特·恩特曼的框架理论,2022年3月至2022年9月期间,《撒哈拉记者》和《优质时报》的在线出版物作为研究对象,并使用人口普查抽样技术为研究抽取样本。数据分析的方法是建立解释模型。结果显示,《撒哈拉记者报》和《溢价时报》对2022年俄乌战争的报道频率较高。此外,他们更关注战争对俄罗斯和乌克兰的尼日利亚移民或海外学生的影响。我们的研究结果表明,在线报纸大多以负面倾向来渲染俄乌战争,并将故事的框架突出了战争对尼日利亚人的影响,尤其是在俄罗斯和乌克兰的尼日利亚学生。本文通过考察尼日利亚对俄乌冲突的网络新闻报道,为媒体学术研究俄乌战争提供了一个新的视角。因此,建议尼日利亚在线报纸不要只关注战争的负面报道及其对尼日利亚利益攸关方的影响。它们应在报道中采用更多样化的框架和色调,以影响利益攸关方采取行动,防止战争,并要求尼日利亚政府负责提供足够的基础设施和人力资本,以阻止为追求更好的学术和其他生活而移民。
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引用次数: 0
Beyond the smart city: a communications-led agenda for twentyfirst century cities 超越智慧城市:二十一世纪城市的通信主导议程
Pub Date : 2023-06-01 DOI: 10.1515/omgc-2023-0018
S. McQuire
Abstract Digital media technologies, from networked sensors to large video screens and mobile devices, have become pervasive urban infrastructure in the twentyfirst century. The dominant framework for understanding the integration of digital technology into urban space has been smart city discourse. In this article, I will argue that this framework, as it has so far been articulated, is inadequate to maximizing the social potential of digital urban infrastructure. Digital urban infrastructure not only changes how cities look, but how they function as social settings. I will propose the ‘communicative city’ as an alternative framework for thinking about digitally mediated cities. The communicative city offers an opportunity to consider networked urban space as a test case in which key problematics of contemporary globalized media are materially instantiated. It is the frontier zone at which everyday experiences of embodied media and new forms of communicative agency collide with powerful logics of tracing and tracking, and the widespread deployment of new forms of automation and machine learning as techniques of urban governance.
摘要数字媒体技术,从网络传感器到大型视频屏幕和移动设备,在21世纪已经成为普及的城市基础设施。理解数字技术融入城市空间的主要框架是智慧城市话语。在这篇文章中,我将指出,到目前为止,这个框架还不足以最大限度地发挥数字城市基础设施的社会潜力。数字城市基础设施不仅改变了城市的外观,也改变了它们作为社会环境的功能。我将提出“交流城市”作为思考数字媒介城市的替代框架。交流城市提供了一个机会,可以将网络化的城市空间视为一个测试案例,在这个案例中,当代全球化媒体的关键问题论得到了实质性的实例化。这是一个前沿地带,在这里,具体媒体的日常体验和新形式的交流代理与追踪和追踪的强大逻辑以及作为城市治理技术的自动化和机器学习的新形式的广泛部署相冲突。
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引用次数: 0
Digital cities theme section editorial essay: approach digital cities from the communication perspective 数字城市主题篇社论:从传播学的角度看数字城市
Pub Date : 2023-06-01 DOI: 10.1515/omgc-2023-2004
Ji Pan
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引用次数: 0
Data plantation: Northern Virginia and the territorialization of digital civilization in “the Internet Capital of the World” 数据种植:北弗吉尼亚与“世界互联网之都”数字文明的属地化
Pub Date : 2023-06-01 DOI: 10.1515/omgc-2023-0017
C. Rosati, Aju James, Kathryne Metcalf
Abstract Purpose The development of the Northern VA and the Washington, DC metro area as a key node in the globalizing digital urban system is well established. This essay investigates the growth of that technological geography in the 1990s and 2000s as a part of the planetary epoch of human transformation that some have called the “Plantationocene” (vs. Anthropocene). Approach A historical and critical interpretive analysis of race, landscape, and technology policy in the Northern VA area. Findings The paper establishes the region’s social attachments to its “bucolic” agrarian landscape, rooted in the US Civil War and vast inequalities of the reimposition of the plantation as an “afterlife of slavery” after Reconstruction’s failure. It then suggests that the conditions of the plantation economy within a kind of digital plantation economy—featuring resource monopolies, extractive forms of exploitation, and monocrop “ecologies”—based on the “Server Farming” (aka, data center) industry through which some 70 % of the world’s Internet traffic flows. It looks at this digital aspect of the Plantationocene as post-Bellum and insurgent, in which the manipulation of history, the accumulation and control of ‘arable’ (digital) land, and the dispossession of social processes under quasi-feudalistic property rights encourage unequal, unsustainable, and often violent cultures and political ecologies. Practical implications Researchers considering digital urbanism might use this approach to understand online and offline geographies of the contemporary media industry. Social implications It treats the contemporary anti-government and ethno-nationalist movements growing in digital mediation as part of a much longer and unsettled planetary conflict over the plantation system, racialized social inequality, and the abolition of slavery. Originality/value While some work on “data colonialism” implicitly connects digital urbanism to the mostly agriculturally-focused work on the Plantationocene, this essay makes the connection explicit, place-based in specific historical-geographical contexts, and focused on the roles of specific political economic actors.
北VA和华盛顿特区都会区作为全球化数字城市系统的关键节点,其发展已经确立。本文研究了20世纪90年代和21世纪初技术地理的发展,作为人类转型的行星时代的一部分,有些人称之为“种植园世”(Plantationocene)(与人类世(Anthropocene))。对弗吉尼亚州北部地区的种族、景观和技术政策进行历史和批判性的解释性分析。本文确立了该地区对其“田园”农业景观的社会依恋,其根源在于美国内战和重建失败后种植园作为“奴隶制的死后”的重新定位的巨大不平等。然后,它提出了一种数字种植园经济中的种植园经济条件-以资源垄断,采掘形式的开发和基于“服务器农场”(又名数据中心)产业的单一作物“生态”为基础,世界上约70% %的互联网流量通过该产业流动。它将种植园新世的数字方面视为后战争和叛乱,其中对历史的操纵,“可耕种”(数字)土地的积累和控制,以及在准封建产权下对社会进程的剥夺鼓励了不平等,不可持续的,经常是暴力的文化和政治生态。考虑数字城市主义的研究人员可以使用这种方法来理解当代媒体行业的在线和离线地理。它将当代反政府和民族主义运动视为在数字媒介中发展起来的一场更长期和未解决的全球冲突的一部分,这些冲突涉及种植园制度、种族化的社会不平等和奴隶制的废除。虽然一些关于“数据殖民主义”的工作含蓄地将数字城市主义与主要以农业为重点的种植园新世工作联系起来,但本文明确地将这种联系置于特定的历史地理背景下,并将重点放在特定的政治经济行动者的角色上。
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引用次数: 0
Managing future cities: media and information and communication technologies in the context of change 管理未来城市:变革背景下的媒体、信息和通信技术
Pub Date : 2023-06-01 DOI: 10.1515/omgc-2022-0065
Jacek Mikucki
Abstract Purpose The goal of this paper is to examine the usage of information technologies and media in two European case studies – Berlin and Warsaw. Findings from the research can be used to create urban policies and media infrastructure design, based on the different strategies of two European cities. Berlin and Warsaw have taken different paths in implementing the smart city concept, adapting the idea to their economic, historical, and social realities. Media are understood here as human-machine and machine-machine communications, and also in terms of both physical and digital media infrastructure. Methodology The research aims at examining strategies and institutions (both private and public) in light of the practical implementation of smart solutions by City Hall authorities. The study combines analysis of grey literature (news reports, corporate strategies, City Hall documentation) with qualitative research: 30 semi-structured interviews conducted with local municipalities and city planners in both cities. Findings Findings are likely to provide evidence potential drivers and barriers to the implementation of smart city solutions. The results provide evidence that media and information technologies in the city are implemented due to the data policies of entities that usually implement smart city strategy independently. The task of city authorities is to guarantee access to basic infrastructure, which is the basis for creating other solutions by private entities. Practical implications The empirical research is likely to provide evidence that Berlin and Warsaw have not yet fully appreciated the solutions based on communication between machines, but there is increasing use of ‘ad hoc’ solutions. Social implications This study may be used as a source of information for smart city managers, media infrastructure, and urban strategy with a focus on residents and information and communication technologies. Findings are addressed to media and urban experts and scholars, as well as sociologists, political scientists, engineers, ICT specialists, policy-makers, city managers and citizens. Value The study shows the growing importance of mobile devices, media-like services and ICT have resulted in changes in City Hall’s development strategies and new theoretical approaches through which the cities might be analysed. This study finds that networks, platforms and media infrastructure have been used to describe new ways of communication between city authorities, citizens and machines. It has been argued that fostering an advanced media infrastructure (soft and hard) has the potential to create “The Future City”.
摘要目的本文的目的是考察信息技术和媒体在两个欧洲案例研究中的使用情况——柏林和华沙。研究结果可用于根据两个欧洲城市的不同战略制定城市政策和媒体基础设施设计。柏林和华沙在实施智能城市概念方面走了不同的道路,使这一理念适应其经济、历史和社会现实。媒体在这里被理解为人机和机器-机器通信,也被理解为物理和数字媒体基础设施。方法该研究旨在根据市政厅当局智能解决方案的实际实施情况,审查战略和机构(私营和公共)。该研究将灰色文献(新闻报道、企业战略、市政厅文件)的分析与定性研究相结合:对两个城市的地方市政当局和城市规划者进行了30次半结构化访谈。调查结果调查结果可能为实施智能城市解决方案的潜在驱动因素和障碍提供证据。研究结果表明,由于通常独立实施智慧城市战略的实体的数据政策,城市中的媒体和信息技术得以实施。城市当局的任务是保证获得基本基础设施,这是私营实体创建其他解决方案的基础。实际意义实证研究可能提供证据表明,柏林和华沙尚未充分认识到基于机器之间通信的解决方案,但“临时”解决方案的使用越来越多。社会影响本研究可作为智能城市管理者、媒体基础设施和城市战略的信息来源,重点关注居民以及信息和通信技术。调查结果面向媒体和城市专家和学者,以及社会学家、政治学家、工程师、信息和通信技术专家、决策者、城市管理者和公民。价值研究表明,移动设备、媒体等服务和信息通信技术的重要性日益增长,导致市政厅的发展战略和分析城市的新理论方法发生了变化。这项研究发现,网络、平台和媒体基础设施已被用来描述城市当局、公民和机器之间的新沟通方式。有人认为,培养先进的媒体基础设施(软硬件)有可能创建“未来之城”。
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引用次数: 0
Emotional community and concerted action: on the emotional mobilization mechanism of disinformation in the Anti-extradition Law amendment movement in Hong Kong 情感共同体与协同行动:论香港反引渡法修订运动中虚假信息的情感动员机制
Pub Date : 2023-06-01 DOI: 10.1515/omgc-2023-2002
Jingtai Tang, Qiuyi Chen, Mingliang Xu
Abstract With the large-scale application of computational propaganda, disinformation campaigns have emerged globally in response to the logic of “post-truth” politics. Organized disinformation campaigns operate frequently on overseas social media platforms, with China often being the target. In order to understand the dissemination mechanisms of such disinformation campaigns, the study found that the dissemination of disinformation became a key strategy for the campaign’s emotional mobilization. The main subjects of disinformation have formed an international communication matrix, creating and spreading all kinds of disinformation on a large scale. The “coalition of protesters” is based on the shared emotional experience evoked by disinformation and characterized by the act of spreading disinformation. Then, the widespread dissemination of the corresponding emotions leads to different perceptions of the “target,” thus prompting protesters to adopt different types of collective action. This mechanism of emotional mobilization shows that facts are “too big to know,” which exacerbates confirmation bias and provides more space for the spread of disinformation. The strong emotions embedded in disinformation contributed to the completion of the protesters’ imagination of community, and emotions became the dominant factor in coalescing the group and providing motivational support for collective action.
摘要随着计算宣传的大规模应用,全球范围内出现了虚假信息运动,以回应“后真相”政治的逻辑。有组织的虚假信息活动经常在海外社交媒体平台上进行,中国经常成为攻击目标。为了了解此类虚假信息运动的传播机制,研究发现,传播虚假信息成为该运动情感动员的关键策略。虚假信息的主体已经形成了一个国际传播矩阵,大规模制造和传播各种虚假信息。“抗议者联盟”基于虚假信息引发的共同情感体验,其特点是传播虚假信息。然后,相应情绪的广泛传播导致了对“目标”的不同认知,从而促使抗议者采取不同类型的集体行动。这种情绪动员机制表明,事实“太大了,不知道”,这加剧了确认偏见,并为虚假信息的传播提供了更多空间。虚假信息中嵌入的强烈情绪有助于完成抗议者对社区的想象,情绪成为凝聚群体和为集体行动提供动力支持的主导因素。
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引用次数: 0
What influences public support for plastic waste control policies and green consumption? Evidence from a multilevel analysis of survey data from 27 European countries 什么因素影响公众对塑料废物管制政策和绿色消费的支持?证据来自27个欧洲国家的调查数据的多层次分析
Pub Date : 2023-03-01 DOI: 10.1515/omgc-2022-0058
H. Vu, J. Conlin, Nhung Nguyen, A. Baines
Abstract Purpose This study investigates the influence of individual- and country-level factors on citizen members’ attitude and actions regarding plastic waste. At the individual level, it assesses the influence of the diversity of environmental news use from traditional media, online social networks, and other internet sources on the public’s support for policy and green behaviors related to plastic waste. Design/methodology/approach We utilized secondary survey data collected from 27 European countries by Eurobarometer. Results The two-level analysis show that several individual factors including gender, age, political ideology, risk perception, and most importantly diversity of sources in environmental news use, from all three types of media sources, was positively associated with participants’ policy support and green behaviors related to plastic waste. This research also found the influence of several country-level variables on green behaviors toward plastic waste. Implications When assessing support for plastic waste control, various factors at both levels (i.e., country and individual) need to be considered to mobilize the public. Findings suggest extending the theoretical model of social cognitive theory to include more country-level factors especially in cross-national comparison. Originality/value This study shed lights on understanding factors that could influence public policy support and green behaviors with regards to plastic waste.
摘要目的本研究调查了个人和国家层面的因素对公民成员对塑料垃圾的态度和行为的影响。在个人层面,它评估了传统媒体、在线社交网络和其他互联网来源的环境新闻使用的多样性对公众支持塑料垃圾相关政策和绿色行为的影响。设计/方法/方法我们利用了欧洲晴雨表从27个欧洲国家收集的二次调查数据。结果两级分析表明,性别、年龄、政治意识形态、风险认知以及最重要的环境新闻使用来源多样性等因素与参与者对塑料垃圾的政策支持和绿色行为呈正相关。这项研究还发现了几个国家层面的变量对塑料垃圾的绿色行为的影响。影响在评估对塑料垃圾控制的支持时,需要考虑两个层面(即国家和个人)的各种因素,以动员公众。研究结果表明,将社会认知理论的理论模型扩展到包括更多国家层面的因素,特别是在跨国比较中。原创性/价值这项研究有助于理解可能影响塑料垃圾公共政策支持和绿色行为的因素。
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引用次数: 0
The “computational turn”: an “interdisciplinary turn”? A systematic review of text as data approaches in journalism studies “计算转向”:“跨学科转向”?新闻研究中文本作为数据方法的系统综述
Pub Date : 2023-03-01 DOI: 10.1515/omgc-2023-0003
V. Hase, Daniela Mahl, Mike S. Schäfer
Abstract Possibilities of applying automated content analysis in journalism studies include, for example, machine learning to identify topics in journalistic coverage or measuring news diffusion via automated approaches. But how have computational methods been applied thus far? And what are consequences of the “computational turn” in communication science, especially concerning interdisciplinarity? Based on a systematic literature review, this article summarizes the use of automated content analysis in journalism studies. Results illustrate an increasing use of the method by communication scientists, as yet another indicator of methodological interdisciplinarity in communication science. However, there is little evidence of an increase in theoretical interdisciplinarity: Studies relying on computational methods do not increasingly refer to theories from other disciplines. With respect to practical interdisciplinarity, for instance collaborations, our discipline is by no means becoming more interdisciplinary. Instead, we find a shift in favor of technical disciplines. At least up to now, the “computational turn” in communication science should thus not be equated with an “interdisciplinary turn.”
在新闻研究中应用自动化内容分析的可能性包括,例如,机器学习来识别新闻报道中的主题或通过自动化方法测量新闻传播。但是到目前为止,计算方法是如何应用的呢?传播科学的“计算转向”(computational turn)会带来什么后果,尤其是涉及到跨学科的领域?本文在系统回顾文献的基础上,总结了自动化内容分析在新闻学研究中的应用。结果表明,传播科学家越来越多地使用该方法,这是传播科学方法论跨学科性的另一个指标。然而,几乎没有证据表明理论跨学科性的增加:依赖于计算方法的研究并没有越来越多地参考其他学科的理论。在实际的跨学科方面,例如合作,我们的学科并没有变得更加跨学科。相反,我们发现一种有利于技术学科的转变。至少到目前为止,通信科学的“计算转向”不应该等同于“跨学科转向”。
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引用次数: 0
期刊
Online Media and Global Communication
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