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Indirect social influence and diffusion of innovations: An experimental approach. 间接社会影响与创新传播:实验方法。
IF 2.2 Q2 MULTIDISCIPLINARY SCIENCES Pub Date : 2024-10-01 DOI: 10.1093/pnasnexus/pgae409
Manuel Miranda, María Pereda, Angel Sánchez, Ernesto Estrada

A fundamental feature for understanding the diffusion of innovations through a social group is the manner in which we are influenced by our own social interactions. It is usually assumed that only direct interactions, those that form our social network, determine the dynamics of adopting innovations. Here, we test this assumption by experimentally and theoretically studying the role of direct and indirect influences in the adoption of innovations. We perform experiments specifically designed to capture the influence that an individual receives from their direct social ties as well as from those socially close to them, as a function of the separation they have in their social network. The results of 21 experimental sessions with more than 590 participants show that the rate of adoption of an innovation is significantly influenced not only by our nearest neighbors but also by the second and third levels of influences an adopter has. Using a mathematical model that accounts for both direct and indirect interactions in a network, we fit the experimental results and determine the way in which influences decay with social distance. The results indicate that the strength of peer pressure on an adopter coming from its second and third circles of influence is approximately two-third and one-third, respectively, relative to their closest neighbors. Our results strongly suggest that the adoption of an innovation is a complex process in which an individual feels significant pressure not only from their direct ties but also by those socially close to them.

要理解创新在社会群体中的传播,一个基本特征就是我们受自身社会互动影响的方式。人们通常认为,只有直接的互动,即那些构成我们社会网络的互动,才能决定采用创新的动力。在此,我们通过实验和理论研究直接和间接影响在采用创新中的作用,从而验证这一假设。我们进行了专门设计的实验,以捕捉个体从其直接社会关系以及与之关系密切的社会关系中获得的影响,并将其作为个体在其社会网络中的分离度的函数。有 590 多人参加的 21 次实验结果表明,创新的采用率不仅受到最近邻居的显著影响,还受到采用者所受第二和第三级影响的显著影响。我们利用一个考虑到网络中直接和间接互动的数学模型,对实验结果进行了拟合,并确定了影响随社会距离衰减的方式。结果表明,相对于最近的邻居,来自第二层和第三层影响圈的同伴对采用者的压力强度分别约为他们的三分之二和三分之一。我们的研究结果有力地表明,创新的采用是一个复杂的过程,在这个过程中,个人不仅会感受到来自其直接关系的巨大压力,还会感受到来自其社会亲近关系的巨大压力。
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引用次数: 0
People are skeptical of headlines labeled as AI-generated, even if true or human-made, because they assume full AI automation. 人们对标注为人工智能生成的标题持怀疑态度,即使是真实的或人为的,因为他们假定人工智能已经完全自动化。
IF 2.2 Q2 MULTIDISCIPLINARY SCIENCES Pub Date : 2024-10-01 DOI: 10.1093/pnasnexus/pgae403
Sacha Altay, Fabrizio Gilardi

The rise of generative AI tools has sparked debates about the labeling of AI-generated content. Yet, the impact of such labels remains uncertain. In two preregistered online experiments among US and UK participants (N = 4,976), we show that while participants did not equate "AI-generated" with "False," labeling headlines as AI-generated lowered their perceived accuracy and participants' willingness to share them, regardless of whether the headlines were true or false, and created by humans or AI. The impact of labeling headlines as AI-generated was three times smaller than labeling them as false. This AI aversion is due to expectations that headlines labeled as AI-generated have been entirely written by AI with no human supervision. These findings suggest that the labeling of AI-generated content should be approached cautiously to avoid unintended negative effects on harmless or even beneficial AI-generated content and that effective deployment of labels requires transparency regarding their meaning.

人工智能生成工具的兴起引发了关于人工智能生成内容标签的争论。然而,这些标签的影响仍不确定。在对美国和英国的参与者(4976 人)进行的两次预先登记的在线实验中,我们发现,虽然参与者不会将 "人工智能生成 "等同于 "虚假",但将标题标注为人工智能生成会降低标题的感知准确性和参与者分享标题的意愿,无论标题是真还是假,是由人类还是人工智能生成。将标题标注为人工智能生成的影响比标注为虚假的影响小三倍。这种对人工智能的反感是由于人们认为标注为人工智能生成的标题完全是由人工智能编写的,没有人工监督。这些研究结果表明,对人工智能生成的内容进行标注时应谨慎从事,以避免对无害甚至有益的人工智能生成的内容造成意想不到的负面影响,而且有效地使用标签需要其含义的透明度。
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引用次数: 0
Links between climatic histories and the rise and fall of a Pacific chiefdom. 气候历史与太平洋酋长领地兴衰之间的联系。
IF 2.2 Q2 MULTIDISCIPLINARY SCIENCES Pub Date : 2024-10-01 DOI: 10.1093/pnasnexus/pgae399
Chuan-Chou Shen, Felicia Beardsley, Shou-Yeh Gong, Osamu Kataoka, Minoru Yoneda, Yusuke Yokoyama, Hsun-Ming Hu, Chun-Yuan Huang, Sze-Chieh Liu, Hong-Wei Chiang, Hsin-Lin Wei, Yun-Chuan Chung, Leilei Jiang, Albert Yu-Min Lin, James Fox, Mordain David, Jason Lebehn, Jason Barnabas, Gus Kohler, Zoe T Richards, Jean-Paul A Hobbs, Mark D McCoy

Sea level rise and climate change are shaping present societies, particularly those on oceanic islands. Few historical examples could serve as references for these changes. One such potential model is the Saudeleur Dynasty with its capital Nan Madol on the Pacific Island of Pohnpei. However, the timing of its construction, as well as the dynasty's fluctuations and potential environmental influences, has remained unresolved. Through the analyses of 230Th ages on 171 dates on corals fragments used as building materials and charcoal 14C ages from excavations, 2 major construction phases spanning from the 10th to the 15th century CE can be discerned. The results show that the first phase of the site's construction, spanning the 10th-12th century, marked the dynasty's rise. The second period, spanning from the late 12th to the early 15th century, provides the most substantial evidence for the demise of the island-scale chiefdom and a significant societal reorganization. The phases are centuries earlier than previously believed. With this new evidence, we propose the hypothesis that variations in the El Niño-Southern Oscillation and subsidence-related sea level rise presented major challenges for building and maintaining Nan Madol, and thus, influenced the course of the island's history. This case serves as a compelling example of how adverse climatic conditions can spur investments-in this case, in seawater defense under high sea levels-yet ultimately may contribute to abandonment. It offers lessons for island nations, showcasing coastal resilience in the face of worsening catastrophic events that unfolded over generations.

海平面上升和气候变化正在影响当今社会,尤其是海洋岛屿上的社会。很少有历史实例可以作为这些变化的参考。位于太平洋波纳佩岛的索德勒王朝(Saudeleur Dynasty)及其首都南马多尔(Nan Madol)就是这样一个潜在的典范。然而,其建造时间以及王朝的波动和潜在的环境影响一直悬而未决。通过对用作建筑材料的珊瑚碎片上 171 个年代的 230Th 年龄和发掘出的木炭 14C 年龄的分析,可以看出从公元 10 世纪到 15 世纪的两个主要建筑阶段。结果表明,该遗址的第一期建设跨越 10-12 世纪,标志着王朝的崛起。第二阶段跨越 12 世纪末至 15 世纪初,为岛屿规模酋长领地的消亡和重大社会重组提供了最实质性的证据。这些阶段比之前认为的要早几个世纪。有了这些新证据,我们提出了这样的假设:厄尔尼诺-南方涛动的变化和与沉降相关的海平面上升给南马多尔岛的建设和维护带来了重大挑战,从而影响了该岛的历史进程。这个案例是一个令人信服的例子,说明不利的气候条件如何能够刺激投资--在本案例中,是在高海平面下的海水防御--但最终可能导致放弃。它为岛屿国家提供了经验教训,展示了在几代人的努力下,面对日益恶化的灾难事件,沿海地区的恢复能力。
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引用次数: 0
Influenza vaccine allocation in tropical settings under constrained resources. 在资源有限的热带地区分配流感疫苗。
IF 2.2 Q2 MULTIDISCIPLINARY SCIENCES Pub Date : 2024-10-01 DOI: 10.1093/pnasnexus/pgae379
Joseph L Servadio, Marc Choisy, Pham Quang Thai, Maciej F Boni

Influenza virus seasonality, synchronicity, and vaccine supply differ substantially between temperate and tropical settings, and optimal vaccination strategy may differ on this basis. Many national vaccine recommendations focus on high-risk groups, elderly populations, and healthcare workers despite previous analyses demonstrating broad benefits to vaccinating younger high-contact age groups. In this study, we parameterized an age-structured nonseasonal asynchronous epidemiological model of influenza virus transmission for a tropical low-income setting. We evaluated timing and age allocation of vaccines across vaccine supplies ranging from 10 to 90% using decade-based age groups. Year-round vaccination was beneficial when compared with more concentrated annual vaccine distribution. When targeting a single age group for vaccine prioritization, maximum vaccine allocation to the 10-19 high-contact age group minimized annual influenza mortality for all but one vaccine supply. When evaluating across all possible age allocations, optimal strategies always allocated a plurality of vaccines to school-age children (10-19). The converse, however, was not true as not all strategies allocating a plurality to children aged 10-19 minimized mortality. Allocating a high proportion of vaccine supply to the 10-19 age group is necessary but not sufficient to minimize annual mortality as distribution of remaining vaccine doses to other age groups also needs to be optimized. Strategies focusing on indirect benefits (vaccinating children) showed higher variance in mortality outcomes than strategies focusing on direct benefits (vaccinating the elderly). However, the indirect benefit approaches showed a lower mean mortality and a lower minimum mortality than vaccination focused on the elderly.

流感病毒的季节性、同步性和疫苗供应在温带和热带地区有很大不同,因此最佳疫苗接种策略也可能不同。尽管之前的分析表明接种疫苗对高危人群、老年人群和医护人员具有广泛的益处,但许多国家的疫苗接种建议仍侧重于高危人群、老年人群和医护人员。在本研究中,我们对一个热带低收入环境下的年龄结构非季节性异步流行病学模型进行了参数化。我们使用基于十年的年龄组评估了疫苗供应量从 10% 到 90% 不等的疫苗接种时机和年龄分配。与更集中的年度疫苗分配相比,全年接种疫苗是有益的。在针对单一年龄组进行疫苗优先接种时,对 10-19 高接触率年龄组进行最大限度的疫苗分配可将除一种疫苗供应外的所有疫苗的年流感死亡率降至最低。在对所有可能的年龄段进行评估时,最佳策略总是将大部分疫苗分配给学龄儿童(10-19 岁)。但反之亦然,并非所有将大部分疫苗分配给 10-19 岁儿童的策略都能将死亡率降至最低。将高比例的疫苗供应分配给 10-19 岁年龄组是必要的,但还不足以将每年的死亡率降至最低,因为还需要优化剩余疫苗剂量在其他年龄组的分配。与注重直接效益的战略(为老年人接种疫苗)相比,注重间接效益的战略(为儿童接种疫苗)在死亡率结果方面表现出更大的差异。不过,与以老年人为重点的疫苗接种相比,间接效益方法显示出较低的平均死亡率和最低死亡率。
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引用次数: 0
Promoting civil discourse on social media using nudges: A tournament of seven interventions. 利用暗示促进社交媒体上的文明讨论:七项干预措施比武。
IF 2.2 Q2 MULTIDISCIPLINARY SCIENCES Pub Date : 2024-10-01 DOI: 10.1093/pnasnexus/pgae380
Tatiana Celadin, Folco Panizza, Valerio Capraro

In this article, we test and compare several message-based nudges designed to promote civil discourse and reduce the circulation of harmful content such as hate speech. We conducted a large pre-registered experiment (N = 4,081) to measure the effectiveness of seven nudges: making descriptive norms, injunctive norms, or personal norms salient, cooling down negative emotions, stimulating deliberation or empathy, and highlighting reputation. We used an online platform that reproduces a social media newsfeed and presented the nudge as a message when entering the platform. Our findings indicate that none of the nudges significantly impacts participants' engagement with harmful content. At the same time, nudges making descriptive norms salient selectively increase participants' overall engagement with relatively harmless content. Additionally, making injunctive norms salient increased the likelihood of liking harmless posts. Exploratory text analysis also reveals that highlighting reputation leads to more substantial and coherent comments on harmful posts. These results suggest that nudges that activate norm considerations represent a promising approach to promoting civil discourse and making social media a safer and more inclusive space for all.

在这篇文章中,我们测试并比较了几种基于信息的鼓励措施,这些措施旨在促进文明对话,减少仇恨言论等有害内容的传播。我们进行了一次大规模的预先注册实验(N = 4,081),测量了七种暗示的有效性:突出描述性规范、强制性规范或个人规范、冷却负面情绪、激发深思熟虑或同理心,以及突出声誉。我们使用了一个再现社交媒体新闻推送的在线平台,并在进入该平台时以消息的形式展示了暗示。我们的研究结果表明,任何一种暗示都不会对参与者参与有害内容产生重大影响。与此同时,使描述性规范突出的暗示会有选择性地增加参与者对相对无害内容的整体参与度。此外,使强制规范突出也增加了喜欢无害帖子的可能性。探索性文本分析还显示,突出声誉会导致对有害帖子的评论更加充实和连贯。这些结果表明,激活规范考虑因素的提示是一种很有前途的方法,它可以促进文明对话,使社交媒体成为一个对所有人都更安全、更具包容性的空间。
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引用次数: 0
Immigrants and their children assimilate into US society and the US economy, both in the past and today. 无论是过去还是现在,移民及其子女都在融入美国社会和美国经济。
IF 2.2 Q2 MULTIDISCIPLINARY SCIENCES Pub Date : 2024-10-01 DOI: 10.1093/pnasnexus/pgae344
Ran Abramitzky, Leah Boustan

We contribute to the public debate on immigration policy in the United States by providing a long-term, empirical perspective. We develop a novel method of linking individuals across historical Census waves to trace the lives of millions of immigrants in the past and compare their outcomes with immigrants today. We document that upward mobility is just as possible for immigrants today as it was in the early 20th century, and that children of immigrant parents catch up to and frequently exceed the economic outcomes of the children of US-born parents. By our measures, immigrants as a group are no more likely to be incarcerated than those born in the United States, and they assimilate into American culture today at rates comparable to historical standards. Attitudes toward immigrants today are more positive than a century ago, albeit more polarized by political party.

我们通过提供长期的实证视角,为有关美国移民政策的公开辩论做出了贡献。我们开发了一种新颖的方法,将不同历史时期人口普查中的个人联系起来,追溯过去数百万移民的生活,并将他们的结果与今天的移民进行比较。根据我们的记录,今天的移民和 20 世纪初的移民一样可以向上流动,移民父母的子女赶上并经常超过美国出生的父母的子女的经济成果。根据我们的衡量标准,移民作为一个群体被监禁的可能性并不比那些在美国出生的人高,他们融入美国文化的速度与历史标准相当。与一个世纪前相比,今天人们对移民的态度更加积极,尽管各政党对移民的态度更加两极分化。
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引用次数: 0
An exceptional phytoplankton bloom in the southeast Madagascar Sea driven by African dust deposition. 非洲沙尘沉降导致马达加斯加东南海浮游植物异常繁殖。
IF 2.2 Q2 MULTIDISCIPLINARY SCIENCES Pub Date : 2024-10-01 DOI: 10.1093/pnasnexus/pgae386
John A Gittings, Giorgio Dall'Olmo, Weiyi Tang, Joan Llort, Fatma Jebri, Eleni Livanou, Francesco Nencioli, Sofia Darmaraki, Iason Theodorou, Robert J W Brewin, Meric Srokosz, Nicolas Cassar, Dionysios E Raitsos

Rising surface temperatures are projected to cause more frequent and intense droughts in the world's drylands. This can lead to land degradation, mobilization of soil particles, and an increase in dust aerosol emissions from arid and semi-arid regions. Dust aerosols are a key source of bio-essential nutrients, can be transported in the atmosphere over large distances, and ultimately deposited onto the ocean's surface, alleviating nutrient limitation and increasing oceanic primary productivity. Currently, the linkages between desertification, dust emissions and ocean fertilization remain poorly understood. Here, we show that dust emitted from Southern Africa was transported and deposited into the nutrient-limited surface waters southeast of Madagascar, which stimulated the strongest phytoplankton bloom of the last two decades during a period of the year when blooms are not expected. The conditions required for triggering blooms of this magnitude are anomalous, but current trends in air temperatures, aridity, and dust emissions in Southern Africa suggest that such events could become more probable in the future. Together with the recent findings on ocean fertilization by drought-induced megafires in Australia, our results point toward a potential link between global warming, drought, aerosol emissions, and ocean blooms.

据预测,地表温度上升将导致世界旱地的干旱更加频繁和严重。这会导致土地退化、土壤颗粒移动以及干旱和半干旱地区尘埃气溶胶排放的增加。尘埃气溶胶是生物必需养分的重要来源,可在大气中远距离飘移,并最终沉积到海洋表面,从而缓解养分限制,提高海洋初级生产力。目前,人们对荒漠化、沙尘排放和海洋肥化之间的联系仍然知之甚少。在这里,我们展示了从非洲南部排放的沙尘被输送并沉积到马达加斯加东南部受营养限制的表层水域,从而刺激了过去二十年中最强烈的浮游植物藻华,而这一时期正是一年中不应该出现藻华的时期。引发如此大规模的水华所需的条件是反常的,但南部非洲目前的气温、干旱和灰尘排放趋势表明,此类事件在未来可能会变得更加常见。我们的研究结果与最近关于澳大利亚干旱引发的大火使海洋肥沃化的研究结果相结合,表明全球变暖、干旱、气溶胶排放和海洋水华之间存在潜在联系。
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引用次数: 0
Peroxisomal import stress activates integrated stress response and inhibits ribosome biogenesis. 过氧化物酶体输入应激激活综合应激反应并抑制核糖体的生物生成。
IF 2.2 Q2 MULTIDISCIPLINARY SCIENCES Pub Date : 2024-09-30 eCollection Date: 2024-10-01 DOI: 10.1093/pnasnexus/pgae429
Jinoh Kim, Kerui Huang, Pham Thuy Tien Vo, Ting Miao, Jacinta Correia, Ankur Kumar, Mirre J P Simons, Hua Bai

Impaired organelle-specific protein import triggers a variety of cellular stress responses, including adaptive pathways to balance protein homeostasis. Most of the previous studies focus on the cellular stress response triggered by misfolded proteins or defective protein import in the endoplasmic reticulum or mitochondria. However, little is known about the cellular stress response to impaired protein import in the peroxisome, an understudied organelle that has recently emerged as a key signaling hub for cellular and metabolic homeostasis. To uncover evolutionarily conserved cellular responses upon defective peroxisomal import, we carried out a comparative transcriptomic analysis on fruit flies with tissue-specific peroxin knockdown and human HEK293 cells expressing dominant-negative PEX5C11A. Our RNA-seq results reveal that defective peroxisomal import upregulates integrated stress response (ISR) and downregulates ribosome biogenesis in both flies and human cells. Functional analyses confirm that impaired peroxisomal import induces eIF2α phosphorylation and ATF4 expression. Loss of ATF4 exaggerates cellular damage upon peroxisomal import defects, suggesting that ATF4 activation serves as a cellular cytoprotective mechanism upon peroxisomal import stress. Intriguingly, we show that peroxisomal import stress decreases the expression of rRNA processing genes and inhibits early pre-rRNA processing, which leads to the accumulation of 47S precursor rRNA and reduction of downstream rRNA intermediates. Taken together, we identify ISR activation and ribosome biogenesis inhibition as conserved adaptive stress responses to defective peroxisomal import and uncover a novel link between peroxisomal dysfunction and rRNA processing.

细胞器特异性蛋白质导入受损会引发多种细胞应激反应,包括平衡蛋白质平衡的适应性途径。以往的研究大多集中于内质网或线粒体中折叠错误的蛋白质或缺陷蛋白质导入所引发的细胞应激反应。然而,人们对过氧化物酶体中蛋白质导入受损所引发的细胞应激反应知之甚少,而过氧化物酶体是一种未被充分研究的细胞器,近来已成为细胞和代谢平衡的关键信号枢纽。为了揭示过氧化物酶体导入缺陷时进化保守的细胞反应,我们对组织特异性过氧化物酶敲除的果蝇和表达显性阴性 PEX5C11A 的人类 HEK293 细胞进行了转录组学比较分析。我们的RNA-seq结果显示,在果蝇和人类细胞中,过氧化物酶体导入缺陷会上调综合应激反应(ISR),下调核糖体生物发生。功能分析证实,过氧化物酶体导入受损会诱导 eIF2α 磷酸化和 ATF4 表达。ATF4 的缺失会加剧过氧物酶体导入缺陷对细胞造成的损害,这表明 ATF4 的激活是过氧物酶体导入压力下的一种细胞保护机制。有趣的是,我们发现过氧异构体导入应激会降低 rRNA 处理基因的表达,抑制早期 preRNA 处理,从而导致 47S 前体 rRNA 的积累和下游 rRNA 中间产物的减少。综上所述,我们发现 ISR 激活和核糖体生物发生抑制是对过氧化物酶体导入缺陷的保守适应性应激反应,并揭示了过氧化物酶体功能障碍与 rRNA 加工之间的新联系。
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引用次数: 0
Dead ringer acts as a major regulator of juvenile hormone biosynthesis in insects. 死铃声是昆虫体内幼虫激素生物合成的主要调节器。
IF 2.2 Q2 MULTIDISCIPLINARY SCIENCES Pub Date : 2024-09-30 eCollection Date: 2024-10-01 DOI: 10.1093/pnasnexus/pgae435
Takumi Kayukawa, Keisuke Nagamine, Tomohiro Inui, Kakeru Yokoi, Isao Kobayashi, Hajime Nakao, Yukio Ishikawa, Takashi Matsuo

In holometabolous insects, proper control of the production of juvenile hormone (JH), which maintains larval traits, is crucial for successful metamorphosis. JH is produced specifically in the corpora allata (CA) via the functioning of a set of JH biosynthetic enzymes (JHBEs). Expression of JHBE genes in the CA is coordinated except for JH acid methyltransferase (JHAMT), which functions in the last step of JH biosynthesis. Here, we sought to determine the mechanism that enables this coordinated expression, assuming the presence of a central regulator of JHBE genes. Comparison of transcriptomes in the CA during active and inactive stages revealed the presence of 3 transcription factors, whose expression patterns matched those of JHBE genes. We propose that one of these, Dead ringer (Dri), is the central up-regulator of CA-specific JHBE genes including JHAMT, based on the following findings: (ⅰ) Knockdown of Dri in the larvae caused precocious metamorphosis, which was rescued by the exogenous application of JH analog, and (ⅱ) knockdown of Dri decreased the expression of most CA-specific JHBE genes examined. Furthermore, RNAi-based reverse genetics indicated that Dri works most upstream in the control of CA-specific JHBE genes, and that shutdown of JHAMT, which occurs independent of other JHBE genes prior to the onset of metamorphosis, can be hypothetically explained by the presence of an unidentified repressor. Our study suggests that Dri, which has been known to regulate embryonic development in a wide range of animals, is conferred a new role in holometabolous insects, i.e. central regulation of CA-specific JHBE genes.

在全代谢昆虫中,适当控制维持幼虫性状的幼虫激素(JH)的产生对于成功变态至关重要。JH 是通过一组 JH 生物合成酶(JHBEs)的作用,在异形体(CA)中专门产生的。除了在 JH 生物合成最后一步发挥作用的 JH 酸甲基转移酶(JHAMT)之外,JHBE 基因在 CA 中的表达是协调的。在此,我们假定存在一个 JHBE 基因的中心调控因子,试图确定实现这种协调表达的机制。通过比较活跃期和非活跃期 CA 中的转录组,我们发现了 3 个转录因子,它们的表达模式与 JHBE 基因的表达模式一致。基于以下发现,我们认为其中的一个转录因子 Dead ringer(Dri)是包括 JHAMT 在内的 CA 特异性 JHBE 基因的核心上调因子:(ⅰ) 敲除幼虫体内的 Dri 会导致变态过早,而外源应用 JH 类似物可挽救变态过早;(ⅱ) 敲除 Dri 会降低大多数 CA 特异性 JHBE 基因的表达。此外,基于RNAi的反向遗传学表明,Dri在控制CA特异性JHBE基因的最上游起作用,而JHAMT的关闭发生在变态开始之前,与其他JHBE基因无关,因此可以假设存在一种未知的抑制因子。我们的研究表明,Dri 在多种动物的胚胎发育过程中都具有调控作用,而在全代谢昆虫中,它被赋予了新的角色,即对 CA 特异性 JHBE 基因的中心调控。
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引用次数: 0
Collaboration, crowdsourcing, and misinformation. 合作、众包和错误信息。
IF 2.2 Q2 MULTIDISCIPLINARY SCIENCES Pub Date : 2024-09-30 eCollection Date: 2024-10-01 DOI: 10.1093/pnasnexus/pgae434
Chenyan Jia, Angela Yuson Lee, Ryan C Moore, Cid Halsey-Steve Decatur, Sunny Xun Liu, Jeffrey T Hancock

One of humanity's greatest strengths lies in our ability to collaborate to achieve more than we can alone. Just as collaboration can be an important strength, humankind's inability to detect deception is one of our greatest weaknesses. Recently, our struggles with deception detection have been the subject of scholarly and public attention with the rise and spread of misinformation online, which threatens public health and civic society. Fortunately, prior work indicates that going beyond the individual can ameliorate weaknesses in deception detection by promoting active discussion or by harnessing the "wisdom of crowds." Can group collaboration similarly enhance our ability to recognize online misinformation? We conducted a lab experiment where participants assessed the veracity of credible news and misinformation on social media either as an actively collaborating group or while working alone. Our results suggest that collaborative groups were more accurate than individuals at detecting false posts, but not more accurate than a majority-based simulated group, suggesting that "wisdom of crowds" is the more efficient method for identifying misinformation. Our findings reorient research and policy from focusing on the individual to approaches that rely on crowdsourcing or potentially on collaboration in addressing the problem of misinformation.

人类最大的优势之一在于我们能够通过合作取得比单枪匹马更多的成就。正如协作可以成为我们的重要优势一样,人类无法察觉欺骗也是我们最大的弱点之一。最近,随着网络虚假信息的兴起和传播,我们在侦测欺骗方面所面临的困难受到了学术界和公众的关注,这些虚假信息威胁着公众健康和公民社会。幸运的是,先前的工作表明,超越个人可以通过促进积极讨论或利用 "群众的智慧 "来改善欺骗检测的弱点。群体协作能否同样提高我们识别网络虚假信息的能力?我们进行了一项实验室实验,让参与者以积极合作的小组或单独行动的方式评估社交媒体上可信新闻和虚假信息的真实性。我们的结果表明,合作小组在检测虚假帖子方面比个人更准确,但并不比基于多数的模拟小组更准确,这表明 "群众的智慧 "是识别虚假信息的更有效方法。我们的研究结果调整了研究和政策的方向,使其从关注个人转向依赖众包或可能依赖协作的方法来解决错误信息问题。
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引用次数: 0
期刊
PNAS nexus
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