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Starting with the Berlin declaration in 2003, Open Access (OA) publishing has established a new era of scholarly communication due to the unrestricted electronic access to peer reviewed publications. OA offers a number of benefits like e.g.…

数字图书馆 · 计算机科学 2019-06-05 Neda Abediyarandi , Philipp Mayr

Scargle (2000) has discussed Rosenthal and Rubin's (1978) "fail-safe number" (FSN) method for estimating the number of unpublished studies in meta-analysis. He concluded that this FSN cannot possibly be correct because a central assumption…

统计方法学 · 统计学 2008-08-13 Peter H. Schonemann , Jeffrey D. Scargle

Replication studies play an important role in Computing Education Research (CER) by supporting the development of consistent and reliable scientific knowledge. However, prior research indicates that the CER community tends to prioritise…

计算机与社会 · 计算机科学 2026-03-31 Rita Garcia , Ellie Lovellette , Xi Wu , Angela Zavaleta Bernuy

University research groups in Computational Science and Engineering (CSE) generally lack dedicated funding and personnel for Research Software Engineering (RSE), which, combined with the pressure to maximize the number of scientific…

Predicting the scientific productivity of researchers is a basic task for academic administrators and funding agencies. This study provided a model for the publication dynamics of researchers, inspired by the distribution feature of…

数字图书馆 · 计算机科学 2019-10-15 Zheng Xie

The rapid integration of generative AI into academic writing has prompted widespread policy responses from journals and publishers. However, the effectiveness of these policies remains unclear. Here, we analyze 5,114 journals and over 5.2…

人工智能 · 计算机科学 2026-01-21 Yongyuan He , Yi Bu

This paper calibrates how metrics derivable from the SAO/NASA Astrophysics Data System can be used to estimate the future impact of astronomy research careers and thereby to inform decisions on resource allocation such as job hires and…

天体物理仪器与方法 · 物理学 2021-11-03 John Kormendy

The annual number of publications at scientific venues, for example, conferences and journals, is growing quickly. Hence, even for researchers it becomes harder and harder to keep track of research topics and their progress. In this task,…

机器学习 · 计算机科学 2021-05-19 Bastian Schäfermeier , Gerd Stumme , Tom Hanika

Large scientific institutions, such as the Space Telescope Science Institute, track the usage of their facilities to understand the needs of the research community. Astrophysicists incorporate facility usage data into their scientific…

In this paper we revisit the 2014 NeurIPS experiment that examined inconsistency in conference peer review. We determine that 50\% of the variation in reviewer quality scores was subjective in origin. Further, with seven years passing since…

数字图书馆 · 计算机科学 2021-09-22 Corinna Cortes , Neil D. Lawrence

Scientific document embeddings contain a variety of rich features which can be harnessed for downstream tasks such as recommendation, ranking, and clustering. We explore which tangible insights can be drawn from scientific document…

数字图书馆 · 计算机科学 2025-06-11 Brian D. Zimmerman , Joshua Folkins , Olga Vechtomova

We followed scientists who started publishing in 2000 and who continued publishing until 2020-2023 (N = 41,424). These survivors in science authored 2 million articles (N = 2,089,097) with more than 70 million cited references (N =…

数字图书馆 · 计算机科学 2025-12-30 Marek Kwiek , Lukasz Szymula

Retracted research discussed on social media can spread misinformation. Yet we lack an understanding of how retracted articles are mentioned by academic and non-academic users. This is especially relevant on Twitter due to the platform's…

社会与信息网络 · 计算机科学 2024-01-30 Henry K. Dambanemuya , Rod Abhari , Nicholas Vincent , Emőke-Ágnes Horvát

Scientists are increasingly overwhelmed by the volume of articles being published. Total articles indexed in Scopus and Web of Science have grown exponentially in recent years; in 2022 the article total was approximately ~47% higher than in…

数字图书馆 · 计算机科学 2024-12-12 Mark A. Hanson , Pablo Gómez Barreiro , Paolo Crosetto , Dan Brockington

Many countries and institutions are striving to develop tools to monitor their open science policies. Since 2018, with the launch of its National Plan for Open Science, France has been progressively implementing a monitoring framework for…

数字图书馆 · 计算机科学 2025-01-07 Laetitia Bracco , Eric Jeangirard , Anne L'Hôte , Laurent Romary

Performance is a key quality of modern software. Although recent years have seen a spike in research on automated improvement of software's execution time, energy, memory consumption, etc., there is a noticeable lack of standard benchmarks…

软件工程 · 计算机科学 2025-09-09 Aymeric Blot , Justyna Petke

Objective: Reproducibility is a core tenet of scientific research. A reproducible study is one where the results can be recreated by different investigators in different circumstances using the same methodology and materials. Unfortunately,…

定量方法 · 定量生物学 2019-07-17 Aaron Bowers , Shelby Rauh , Drayton Rorah , Daniel Tritz , Lance Frye , Matt Vassar

The accuracy of published medical research is critical both for scientists, physicians and patients who rely on these results. But the fundamental belief in the medical literature was called into serious question by a paper suggesting most…

应用统计 · 统计学 2013-01-17 Leah R. Jager , Jeffrey T. Leek

Context: The Evidence-Based Software Engineering (EBSE) paradigm and the planning phase of a systematic literature review. Objective: A protocol to do a systematic literature review with detailed information about the processes suggested by…

The 2030 Agenda of the United Nations (UN) revolves around the Sustainable Development Goals (SDGs). A critical step towards that objective is identifying whether scientific production aligns with the SDGs' achievement. To assess this,…