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σ-Aromaticity in planar pentacoordinate aluminium and gallium clusters. 平面五配位铝镓团簇中的σ-芳香性。
IF 3.8 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2022-06-16 DOI: 10.1038/s41598-022-14430-4
Amlan J Kalita, Kangkan Sarmah, Farnaz Yashmin, Ritam R Borah, Indrani Baruah, Rinu P Deka, Ankur K Guha

Planar hypercoordinate structures are gaining immense attention due to the shift from common paradigm. Herein, our high level ab initio calculations predict that planar pentacoordinate aluminium and gallium centres in Cu5Al2+ and Cu5Ga2+ clusters are global minima in their singlet ground states. These clusters are thermodynamically and kinetically very stable. Detailed electronic structure analyses reveal the presence of σ-aromaticity which is the driving force for the stability of the planar form.

平面超配位结构由于改变了常见的范式而受到极大关注。在此,我们的高水平 ab initio 计算预测,Cu5Al2+ 和 Cu5Ga2+ 簇中的平面五配位铝和镓中心是其单子基态的全局最小值。这些团簇在热力学和动力学上都非常稳定。详细的电子结构分析表明,σ芳香性的存在是平面形式稳定性的驱动力。
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引用次数: 0
Values matter in science, so do facts: Response to Gingras 价值观在科学中很重要,事实也是如此:对金格拉斯的回应
IF 6.4 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2022-06-01 DOI: 10.1162/qss_c_00197
Kyle Siler
Following my letter to QSS (Siler, 2021), Yves Gingras (2022) responded with a variety of bad faith arguments, ad hominem attacks, and hyperbole. Gingras repeatedly distorted what I actually wrote, then attacked the distortion. Straw men might be convenient interlocutors, and can provide ballast for hot takes, but seldom yield intellectual progress. In his letter, Gingras broadly posited a false dichotomy, with “rational,” apolitical stalwarts (including himself ) protecting the integrity of modern science against an incursion of hysterical, moralizing social justice warriors hostile to unpopular truths. Not only does this perspective betray a facile understanding of modern scientific communication, it also entails the fallacious notion that scientific empirics and underlying values are mutually exclusive.
在我给QSS的信(Siler,2021)之后,伊夫·金格拉斯(Yves Gingras,2022)用各种不诚实的论点、针对人的攻击和夸张来回应。Gingras反复歪曲我实际写的东西,然后攻击这种歪曲。稻草人可能是方便的对话者,可以为热门话题提供压舱石,但很少在智力上取得进步。在他的信中,Gingras广泛地提出了一种错误的二分法,“理性的”非政治的坚定分子(包括他自己)保护现代科学的完整性,防止歇斯底里、道德化的社会正义战士入侵,他们敌视不受欢迎的真理。这种观点不仅暴露了对现代科学传播的肤浅理解,还包含了科学经验和潜在价值观相互排斥的错误观念。
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引用次数: 0
The emergence of graphene research topics through interactions within and beyond 石墨烯研究课题的出现通过内部和外部的相互作用
IF 6.4 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2022-05-17 DOI: 10.1162/qss_a_00193
Ai Linh Nguyen, Wenyuan Liu, K. Khor, Andrea Nanetti, S. Cheong
Abstract Scientific research is an essential stage of the innovation process. However, it remains unclear how a scientific idea becomes applied knowledge and, after that, a commercial product. This paper describes a hypothesis of innovation based on the emergence of new research fields from more mature research fields after interactions between the latter. We focus on graphene, a rising field in materials science, as a case study. First, we used a coclustering method on titles and abstracts of graphene papers to organize them into four meaningful and robust topics (theory and experimental tests, synthesis and functionalization, sensors, and supercapacitors and electrocatalysts). We also demonstrated that they emerged in the order listed. We then tested all topics against the literature on nanotubes and batteries, and the possible parent fields of theory and experimental tests, as well as supercapacitors and electrocatalysts. We found incubation signatures for all topics in the nanotube papers collection and weaker incubation signatures for supercapacitors and electrocatalysts in the battery papers collection. Surprisingly, we found and confirmed that the 2004 breakthrough in graphene created a stir in both the nanotube and battery fields. Our findings open the door for a better understanding of how and why new research fields coalesce.
摘要科学研究是创新过程中的一个重要阶段。然而,目前尚不清楚一个科学想法是如何成为应用知识的,以及之后如何成为商业产品的。本文描述了一种基于创新的假设,即新的研究领域从更成熟的研究领域中出现,经过后者之间的互动。我们以石墨烯作为案例研究,石墨烯是材料科学中一个新兴的领域。首先,我们对石墨烯论文的标题和摘要使用了共聚类方法,将它们组织成四个有意义和稳健的主题(理论和实验测试、合成和功能化、传感器、超级电容器和电催化剂)。我们还证明,它们是按所列顺序出现的。然后,我们对照纳米管和电池的文献,以及可能的理论和实验测试领域,以及超级电容器和电催化剂,测试了所有主题。我们在纳米管论文集中发现了所有主题的孵育特征,而在电池论文集中则发现了超级电容器和电催化剂的较弱孵育特征。令人惊讶的是,我们发现并证实,2004年石墨烯的突破在纳米管和电池领域都引起了轰动。我们的发现为更好地理解新的研究领域是如何以及为什么融合打开了大门。
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引用次数: 1
Subdivisions and crossroads: Identifying hidden community structures in a data archive’s citation network 细分和十字路口:识别数据档案引用网络中隐藏的社区结构
IF 6.4 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2022-05-17 DOI: 10.1162/qss_a_00209
Sara Lafia, Lizhou Fan, A. Thomer, Libby Hemphill
Abstract Data archives are an important source of high-quality data in many fields, making them ideal sites to study data reuse. By studying data reuse through citation networks, we are able to learn how hidden research communities—those that use the same scientific data sets—are organized. This paper analyzes the community structure of an authoritative network of data sets cited in academic publications, which have been collected by a large, social science data archive: the Interuniversity Consortium for Political and Social Research (ICPSR). Through network analysis, we identified communities of social science data sets and fields of research connected through shared data use. We argue that communities of exclusive data reuse form “subdivisions” that contain valuable disciplinary resources, while data sets at a “crossroads” broadly connect research communities. Our research reveals the hidden structure of data reuse and demonstrates how interdisciplinary research communities organize around data sets as shared scientific inputs. These findings contribute new ways of describing scientific communities to understand the impacts of research data reuse.
数据档案是许多领域高质量数据的重要来源,是研究数据重用的理想场所。通过研究通过引用网络的数据重用,我们能够了解隐藏的研究社区-那些使用相同科学数据集的研究社区-是如何组织的。本文分析了学术出版物中引用的权威数据集网络的社区结构,这些数据集由大型社会科学数据档案:校际政治和社会研究联盟(ICPSR)收集。通过网络分析,我们确定了通过共享数据使用连接的社会科学数据集社区和研究领域。我们认为,专有数据重用社区形成了包含有价值的学科资源的“细分”,而位于“十字路口”的数据集广泛地连接了研究社区。我们的研究揭示了数据重用的隐藏结构,并展示了跨学科研究社区如何围绕数据集作为共享的科学输入进行组织。这些发现为描述科学社区提供了新的方法,以理解研究数据重用的影响。
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引用次数: 7
Generic instruments in a synchrotron radiation facility 同步辐射设备中的通用仪器
IF 6.4 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2022-05-11 DOI: 10.1162/qss_a_00190
Kristofer Rolf Söderström, Fredrik Åström, Olof Hallonsten
Abstract This paper explores the concept and the levels of genericity of different instruments, or beamlines, at a synchrotron radiation facility. We use conceptual tools from the sociology of science, bibliometrics and data from the European Synchrotron Radiation Facility (ESRF) publication database, enriched by data from Web of Science. The sample size is of 11,218 observations for the period 1996 to 2018. The combined data set includes the beamline name, available from the ESRF library database, which makes the instrument-level analysis possible. We operationalize instrument genericity as the disciplinary diversity in the corpus related to each instrument with a Herfindahl-based index theoretically supported by the concept of generic instruments. As a result, we gain a quantitative insight into the generic character of the instruments, as well as the way in which different scientific fields and the experimental use of instruments group and align.
摘要本文探讨了同步辐射设施中不同仪器或光束线的通用性的概念和水平。我们使用来自科学社会学的概念工具,文献计量学和来自欧洲同步辐射设施(ESRF)出版数据库的数据,并通过Web of science的数据进行了丰富。样本量为1996年至2018年期间的11218个观测值。合并的数据集包括波束线名称,可从ESRF库数据库中获得,这使得仪器级分析成为可能。我们将仪器通用性作为语料库中与每种仪器相关的学科多样性,并使用基于赫芬达尔的指数,从理论上支持通用仪器的概念。因此,我们可以定量地了解这些仪器的一般特征,以及不同科学领域和仪器实验使用的组合和排列方式。
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引用次数: 2
The effect of academic mobility on research performance: The case of Italy 学术流动对研究绩效的影响:以意大利为例
IF 6.4 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2022-05-11 DOI: 10.1162/qss_a_00192
G. Abramo, Ciriaco Andrea D’Angelo, F. D. Costa
Abstract This work investigates the effects of researchers’ mobility on their research performance. The reference context is that of national intrasector mobility, in a country, Italy, characterized by a research system lacking the typical elements of an academic labor market. In particular, the analysis was conducted on 568 academics working at national universities and affected by mobility in the period 2009–2014. The effect of mobility on the variation of performance at the turn of the transfer was analyzed considering the interplay of demographic/sociological characteristics of the researchers, as well as contextual factors related to both the organization of origin and destination. Results show that it is the less productive academics who represent the larger share of those who move, and more than half of the mobile academics worsen their performance after the transfer.
摘要这项工作调查了研究人员的流动性对他们研究绩效的影响。参考背景是意大利的国家部门内流动,其特征是研究体系缺乏学术劳动力市场的典型元素。特别是,对2009-2014年期间在国立大学工作并受到流动性影响的568名学者进行了分析。考虑到研究人员的人口统计学/社会学特征以及与原籍和目的地组织相关的背景因素的相互作用,分析了流动性对转移时表现变化的影响。结果显示,在流动学者中,生产力较低的学者所占比例较大,超过一半的流动学者在流动后表现恶化。
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引用次数: 7
Do women undertake interdisciplinary research more than men, and do self-citations bias observed differences? 女性是否比男性更多地从事跨学科研究?自我引用偏见是否观察到差异?
IF 6.4 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2022-05-11 DOI: 10.1162/qss_a_00191
Henrique Pinheiro, M. Durning, David Campbell
Abstract Some studies have shown that women undertake interdisciplinary research more than men, whereas other studies have shown no difference by gender. Women have also been shown to self-cite less often than men, a difference at least partly mediated through differences in career stages and prior productivity. Existing evidence on gender-based differences in interdisciplinarity may therefore be biased. If interdisciplinarity is inferred from the disciplinary diversity of a paper’s cited references, a greater share of self-citations by men could decrease their measured interdisciplinarity relative to women. Such biases could lead to erroneous conclusions, because after correcting for self-citations one might uncover that women participate in interdisciplinary research equally to, or less than, men. Given that funding for interdisciplinary research is gaining in importance, obtaining accurate measurements of interdisciplinarity by gender is highly relevant for funders so that they can take appropriate action(s) in leveling the playing field across gender. For instance, evidence suggests women are sometimes advised not to participate in interdisciplinary research due to the risk it represents for their career progression. This study shows that a paper’s interdisciplinarity increases with the presence of female authors, accounting or not for self-citations in the interdisciplinarity measurement.
摘要一些研究表明,女性比男性更多地从事跨学科研究,而其他研究则没有显示性别差异。女性自我引用的次数也比男性少,这种差异至少部分是通过职业阶段和先前生产力的差异来调节的。因此,关于跨学科性中基于性别的差异的现有证据可能存在偏见。如果从论文引用文献的学科多样性推断出跨学科性,那么男性自我引用的比例越大,相对于女性,他们衡量的跨学科性可能会降低。这种偏见可能会导致错误的结论,因为在纠正自我引用后,人们可能会发现女性参与跨学科研究的程度与男性持平,甚至更低。鉴于跨学科研究的资金越来越重要,按性别准确衡量跨学科性对资助者来说非常重要,这样他们就可以采取适当行动,为跨性别公平竞争。例如,有证据表明,有时建议女性不要参与跨学科研究,因为这对她们的职业发展有风险。这项研究表明,论文的跨学科性随着女性作者的存在而增加,无论在跨学科性测量中是否考虑自我引用。
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引用次数: 4
Impact of geographic diversity on citation of collaborative research 地理多样性对合作研究引文的影响
IF 6.4 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2022-04-25 DOI: 10.1162/qss_a_00248
Cian Naik, Cassidy R. Sugimoto, V. Larivière, Chenlei Leng, Weisi Guo
Abstract Diversity in human capital is widely seen as critical to creating holistic and high-quality research, especially in areas that engage with diverse cultures, environments, and challenges. Quantification of diverse academic collaborations and their effect on research quality is lacking, especially at international scale and across different domains. Here, we present the first effort to measure the impact of geographic diversity in coauthorships on the citation of their papers across different academic domains. Our results unequivocally show that geographic coauthor diversity improves paper citation, but very long distance collaborations have variable impact. We also discover “well-trodden” collaboration circles that yield much less impact than similar travel distances. These relationships are observed to exist across different subject areas, but with varying strengths. These findings can help academics identify new opportunities from a diversity perspective, as well as inform funders on areas that require additional mobility support.
摘要人力资本的多样性被广泛认为是创建全面和高质量研究的关键,尤其是在涉及不同文化、环境和挑战的领域。缺乏对各种学术合作及其对研究质量的影响的量化,尤其是在国际规模和不同领域。在这里,我们首次尝试衡量合著者的地理多样性对不同学术领域论文引用的影响。我们的研究结果明确表明,地理合著者的多样性提高了论文引用,但远距离合作的影响各不相同。我们还发现,与类似的旅行距离相比,“人迹罕至”的合作圈子产生的影响要小得多。这些关系存在于不同的学科领域,但强度各不相同。这些发现可以帮助学者从多样性的角度识别新的机会,并为资助者提供需要额外流动支持的领域的信息。
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引用次数: 2
The confirmation of scientific theories using Bayesian causal networks and citation sentiments 使用贝叶斯因果网络和引用情感来确认科学理论
IF 6.4 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2022-04-22 DOI: 10.1162/qss_a_00189
H. Small
Abstract The confirmation of scientific theories is approached by combining Bayesian probabilistic methods, in particular Bayesian causal networks, and the analysis of citing sentences for highly cited papers. It is assumed that causes and their effects can be identified by linguistic methods from the citing sentences and that the cause-and-effect pairs can be equated with theories and their evidence. Further, it is proposed that citation context sentiments for “evidence” and “uncertainty” can be used to supply the required conditional probabilities for Bayesian analysis where data is drawn from citing sentences for highly cited papers from various fields. Hence, the approach combines citation and linguistic methods in a probabilistic framework and, given the small sample of papers, should be considered a feasibility study. Special attention is given to the case of nociception in medicine, and analogies are drawn with various episodes from the history of science, such as the Watson and Crick discovery of the structure of DNA and other discoveries where a striking and improbable fit between theory and evidence leads to a sense of confirmation.
摘要将贝叶斯概率方法,特别是贝叶斯因果网络,与高被引论文的引文分析相结合,来进行科学理论的验证。它假定因果关系可以用语言方法从引证句中识别出来,因果关系对可以等同于理论及其证据。此外,本文还提出了“证据”和“不确定性”的引用上下文情感,可以为贝叶斯分析提供所需的条件概率,其中数据来自不同领域的高被引论文的引用句子。因此,该方法在概率框架中结合了引文和语言学方法,并且考虑到论文的小样本,应被视为可行性研究。本书特别关注了医学中的伤害感觉,并将其与科学史上的各种事件进行了类比,比如沃森和克里克发现DNA的结构,以及其他在理论和证据之间惊人而不可思议的契合导致一种确认感的发现。
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引用次数: 1
Research coauthorship 1900–2020: Continuous, universal, and ongoing expansion 研究合著者1900-2020:持续、普遍和持续的扩展
IF 6.4 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2022-04-14 DOI: 10.1162/qss_a_00188
M. Thelwall, Nabeil Maflahi
Abstract Research coauthorship is useful to combine different skill sets, especially for applied problems. While it has increased over the last century, it is unclear whether this increase is universal across academic fields and which fields coauthor the most and least. In response, we assess changes in the rate of journal article coauthorship 1900–2020 for all 27 Scopus broad fields and all 332 Scopus narrow fields. Although all broad fields have experienced reasonably continuous growth in coauthorship, in 2020, there were substantial disciplinary differences, from Arts and Humanities (1.3 authors) to Immunology and Microbiology (6 authors). All 332 Scopus narrow fields also experienced an increase in the average number of authors. Immunology and Classics are extreme Scopus narrow fields, as exemplified by 9.6 authors per Journal for ImmunoTherapy of Cancer article, whereas 93% of Trends in Classics articles were solo in 2020. The reason for this large difference seems to be the need for multiple complementary methods in Immunology, making it fundamentally a team science. Finally, the reasonably steady and universal increases in academic coauthorship over 121 years show no sign of slowing, suggesting that ever-expanding teams are a central part of current professional science.
摘要研究合著有助于结合不同的技能,尤其是在应用问题上。虽然它在上个世纪有所增加,但尚不清楚这种增加是否在各个学术领域普遍存在,以及哪些领域的合著者最多和最少。作为回应,我们评估了所有27个Scopus宽领域和所有332个Scopus窄领域1900–2020年期刊文章合著率的变化。尽管所有领域的合著者都经历了合理的持续增长,但在2020年,从艺术和人文学科(1.3位作者)到免疫学和微生物学(6位作者),存在着巨大的学科差异。所有332个Scopus窄域的平均作者数量也有所增加。免疫学和经典学是极其狭窄的领域,如《癌症免疫治疗杂志》每篇文章的9.6位作者所示,而2020年93%的经典趋势文章是单独发表的。这种巨大差异的原因似乎是免疫学需要多种互补的方法,使其从根本上成为一门团队科学。最后,在121年的时间里,学术合著者数量的稳步增长和普遍增长没有放缓的迹象,这表明不断扩大的团队是当前专业科学的核心部分。
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引用次数: 6
期刊
Quantitative Science Studies
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