This paper explores the integration of Edubadges, a form of microcredentials, within a constructionist learning environment at a higher education maker lab in the Netherlands. It examines the theoretical tension between constructionism’s emphasis on open-ended exploration and microcredentials’ focus …

Editorial on the Research Topic "Leveraging artificial intelligence and open science for toxicological risk assessment"

Pregnancy and early parenthood mark a transformative period where women become caregivers and assume a new role with new responsibilities. While often portrayed positively, the transition to motherhood can be overwhelming. This is especially true for women living in adverse circumstances, presenting …

Benjaminse, A, Nijmeijer, EM, Gokeler, A, Broekhaar, DC, and Cortes, N. Motivation unraveled: giving choice to football players to improve anterior cruciate ligament injury prevention. J Strength Cond Res 38(12): e735–e743, 2024—Providing athletes some control over a training session facilitates motor …

The first Stakeholder Network Meeting of the EU Horizon 2020-funded ONTOX project was held on 13-14 March 2023, in Brussels, Belgium. The discussion centred around identifying specific challenges, barriers and drivers in relation to the implementation of non-animal new approach methodologies (NAMs) and …

Both because of the shortcomings of existing risk assessment methodologies, as well as newly available tools to predict hazard and risk with machine learning approaches, there has been an emerging emphasis on probabilistic risk assessment. Increasingly sophisticated AI models can be applied to a plethora …

To study the ways in which compounds can induce adverse effects, toxicologists have been constructing Adverse Outcome Pathways (AOPs). An AOP can be considered as a pragmatic tool to capture and visualize mechanisms underlying different types of toxicity inflicted by any kind of stressor, and describes …

Dairy and other animal products play an important role in the diet of the majority of the population. However, there are a lot of sustainability concerns regarding dairy production due to high environmental impacts. Therefore, there is a need to develop a more sustainable dairy substitute. One of the …

The project X-TEAM D2D (extended ATM for door-to-door travel) has been funded by SESAR JU in the framework of the research activities devoted to the investigation of integration of Air Traffic Management (ATM) and aviation into a wider transport system able to support the implementation of the door-to-door …

Background: Adverse outcome pathway (AOP) networks are versatile tools in toxicology and risk assessment that capture and visualize mechanisms driving toxicity originating from various data sources. They share a common structure consisting of a set of molecular initiating events and key events, connected …