The last decade has witnessed a significant increase in academic and journalistic interest in the United States Supreme Court’s “shadow docket.” Yet despite this increased interest, there exists no systematic database of the shadow docket. This paper summarizes the Supreme Court Shadow Docket Database, which we created by parsing the Journal of the Supreme Court from the 1993 through 2024 terms into individual orders. We categorize these orders into a set of usable categories, including cert denials, injunctions, summary reversals, mandamus petitions, and grant, vacate, and remands. We illustrate some potential uses of the data by examining several interesting trends in the Court’s use of the shadow docket over time.

International relations (IR) as a discipline have had a troubled history in Italy. Indeed, the previous academic literature on the topic has highlighted how the lack of critical mass and influence of Italian IR scholarship have negatively impacted its visibility at the international level (Lucarelli and Menotti in Rivista Italiana di Scienza Politica 32(1):32–82, 2002; Friedrichs in European approaches to international relations theory: a house with many mansions, Routledge, London, 2004). However, there are few systematic studies that focus on the scientific publications of Italian scholars in IR. In order to fill this gap, the article presents the results of a study assessing Italian scholars’ impact in peer-reviewed international journals. Specifically, this work aims to make a broader assessment of Italian scholars’ publications from 2011 to 2017 using a database that includes 25 high impact-factor international peer-reviewed journals and five Italian journals. It also aims to identify the gender, geographic origin, affiliation and academic role of Italian scholars, as well as the topic, area, theoretical approach and methodological underpinnings of each article, so as to generate previously unexplored findings on the solidity and impact of Italian IR research both in Italy and abroad.

This article presents an original database on international standards, constructed using modern data gathering methods. StanDat facilitates studies into the role of standards in the global political economy by (1) being a source for descriptive statistics, (2) enabling researchers to assess scope conditions of previous findings, and (3) providing data for new analyses, for example the exploration of the relationship between standardization and trade, as demonstrated in this article. The creation of StanDat aims to stimulate further research into the domain of standards. Moreover, by exemplifying data collection and dissemination techniques applicable to investigating less-explored subjects in the social sciences, it serves as a model for gathering, systematizing, and sharing data in areas where information is plentiful yet not readily accessible for research.

Flavonoids are a key class of polyphenols, i.e., phytochemical compounds present in foods and beverages, which have been described as having health benefits in preventing several chronic diseases. Estimating flavonoid intake has already been conducted in several countries but has yet to be performed in Portugal. This study included 5005 participants aged 3–84 years and aimed to estimate dietary flavonoid intake in the Portuguese population, using data from the National Food and Physical Activity Survey 2015–2016, providing information on intake, main food contributors and the socio-demographic factors associated with the intake. Food intake data from the survey was converted to flavonoid intake using a database built to include the most updated USDA databases on flavonoids, isoflavones and proanthocyanidins and the Phenol-Explorer database. The rationale for combining food consumption data and different flavonoid databases using the FoodEx2 classification system was established. Linear regressions assessed the associations between socio-demographic factors and dietary flavonoid intake. The total flavonoid intake of the Portuguese population was estimated to be 107·3 mg/d. Flavanols were the most representative subclass, followed by flavonols, anthocyanidins, flavanones, flavones and isoflavones. Fruits and vegetables were the primary food contributors, providing 31·5 % and 12·4 % of the total flavonoid intake. Adolescents had the lowest total flavonoid intake, and older adults had the highest. This study provides information on the Portuguese population’s dietary flavonoids, allowing for international comparisons. It can also streamline forthcoming investigations into the link between flavonoid consumption and its impact on health, contributing to the future establishment of dietary reference values.

In the past decades, a backlash against globalization has been brewing, especially in advanced economies. Despite this backlash being only partly determined by trade, we observe an increasing demand for transparency on procedures, methodologies, and results. Impact assessments (IAs) aim at identifying expected effects of trade agreements and at highlighting policymakers' concerns, thus representing an important tool to foster public acceptance. To help us identify spillovers of trade liberalization, we construct a country and sector-specific database of impact assessments. This database provides an overview of the evolution of the coverage and methodological approaches taken by the EU and US for their IAs. We rely on official EU and US sources over the period 1990–2023. We first observe differences in terms of methodology and institutional framework within and between the two regions. Secondly, the coverage of non-trade outcomes has evolved over time both for the EU and the US, with the inclusion of more labour, environmental, and human rights indicators as well as cross-cutting issues. We observe that the depth of the evaluation is correlated with the partner country's social protection and environmental performance. Lastly, we find that the inclusion of a sector in the analysis is driven by economic reasons in the EU but by political reasons in the US.

There has been a growing recognition of the significant role played by the human gut microbiota in altering the bioavailability as well as the pharmacokinetic and pharmacodynamic aspects of orally ingested xenobiotic and biotic molecules. The determination of species-specific contributions to the metabolism of biotic and xenobiotic molecules has the potential to aid in the development of new therapeutic and nutraceutical molecules that can modulate human gut microbiota. Here we present “GutBugDB,” an open-access digital repository that provides information on potential gut microbiome-mediated biotransformation of biotic and xenobiotic molecules using the predictions from the GutBug tool. This database is constructed using metabolic proteins from 690 gut bacterial genomes and 363,872 protein enzymes assigned with their EC numbers (with representative Expasy ID and domains present). It provides information on gut microbiome enzyme-mediated metabolic biotransformation for 1439 FDA-approved drugs and nutraceuticals. GutBugDB is publicly available at https://metabiosys.iiserb.ac.in/gutbugdb/.

Historically, information about radio astronomy observatories to be used in sharing and compatibility studies was provided by the relevant national administrations responsible for their radio astronomy observatories. The IAU CPS provides a streamlined platform for radio astronomy observatories and satellite operators to collaborate on sharing and compatibility studies prior to enrolling on the national or international regulatory framework, reducing the burden on national administrations. This leads to the requirement to have an alternative solution to have information about radio astronomy observatories. We discussed currently used alternative data collection as well as shared the information on the creation of a CPS-based database to serve as a source of radio astronomy observatories characteristics for sharing and compatibility studies to be carried out within IAU CPS.

The purpose of this short research note is to draw attention to two major pitfalls of working with databases of decisions of the Court of Justice of the European Union. The first one is technical in nature and relates to the discrepant coverage of the Curia and Eur-Lex databases. The second one is linguistic in nature and relates to the fact that most scholars using these databases work in English. New work on this front is capable of addressing the first issue but a change to research practices would be required to address the second.

Organizations supporting translational research and translational science, including Clinical and Translational Science Award (CTSA) hubs, provide a diverse and often changing array of resources, support, and services to a myriad of researchers and research efforts. While a wide-ranging scope of programs is essential to the advancement of translational research and science, it also complicates a systematic and unified process for tracking activities, studying research processes, and examining impact. To overcome these challenges, the Duke University School of Medicine’s CTSA hub created a data platform, Translational Research Accomplishment Cataloguer (TRACER), that provides capacity to enhance strategic decision-making, impact assessment, and equitable resource distribution. This article reviews TRACER development processes, provides an overview of the TRACER platform, addresses challenges in the development process, and describes avenues for addressing or overcoming these challenges. TRACER development allowed our hub to conceptually identify key processes and goals within programs and linkages between programs, and it sets the stage for advancing evidence-based improvement across our hub. This platform development provides key insight into facilitators that can inform other initiatives seeking to collect and align organizational data for strategic decision-making and impact assessment. TRACER or similar platforms are additionally well positioned to advance the study of translational science.

Archaeologists seek to improve our understanding of the past by studying, preserving, protecting, and sharing nonreplaceable archaeological resources. Archaeological collections hold information that can assist these aims as long as they are properly cared for, identified, and accessible. One of the most serious barriers is the lack of large-scale coordinated efforts to make archaeological collections findable and accessible. This article suggests that developing and implementing the use of a standardized set of attributes regarding collections provides solutions and strategies to find collections. These attributes can connect and standardize existing archaeological collections from a variety of sources (federal and state agencies, CRM firms, Indigenous and descendant communities, and academic departments), serving the profession in multiple ways. Most critically, the baseline data can be synthesized to inform and direct priorities for future fieldwork, thereby decreasing redundancy in archaeological collections and improving curation efforts nationwide. Such efforts would also provide a resource to students and researchers looking to understand and interpret the past at multiple scales by encouraging more collections-based research and less archaeological site destruction. Access for descendant communities will also be improved with information about their cultural heritage. This, in turn, encourages transparency and collaboration between those communities and archaeologists.

We present the ‘SISAL webApp’—a web-based tool to query the Speleothem Isotope Synthesis and AnaLysis (SISAL) database. The software provides an easy-to-use front-end interface to mine data from the SISAL database while providing the SQL code alongside as a learning tool. It allows for simple and increasingly complex querying of the SISAL database based on various data and metadata fields. The SISAL webApp version currently hosts SISALv2 of the database with 691 records from 294 sites, 512 of which have standardized chronologies. The SISAL webApp has sufficient flexibility to host future versions of the SISAL database, which may include allied speleothem information such as trace elements and cave-monitoring records. The SISAL webApp will increase accessibility to the SISAL database while also functioning as a learning tool for more advanced ways of querying paleoclimate databases. The SISAL webApp is available at http://geochem.hu/SISAL_webApp.