Enhancing engineering education through the integration of Open Science principles: A strategic approach to systematic reviews
- BusinessJournal of Engineering Education
The purpose of this editorial is to examine the role that systematic review protocols can play in accelerating the development of the discipline of engineering education and to explore how employing…
Understanding experiments and research practices for reproducibility: an exploratory study
- Computer SciencePeerJ
An exploratory study by conducting a survey addressed to researchers representing a range of disciplines to understand scientific experiments and research practices for reproducibility and offers general recommendations that could help the scientific community to understand, reproduce, and reuse experimental data and results in the research data lifecycle.
The Reproducibility Crisis Is Real
- Computer ScienceAI Mag.
The reproducibility crisis is real, and it is not only the field of psychology that has to deal with it. All the sciences are affected; the field of artificial intelligence is not an exception.
Les pratiques de recherche ouvertes en psychologie☆
- Political SciencePsychologie Française
Open Science Practices are on the Rise: The State of Social Science (3S) Survey
Has there been meaningful movement toward open science practices within the social sciences in recent years? Discussions about changes in practices such as posting data and pre-registering analyses…
Raiders of the lost HARK: a reproducible inference framework for big data science
- Computer SciencePalgrave Communications
A HARK-solid, reproducible inference framework suitable for big data, based on models that represent formalization of hypotheses is proposed, which underpins ‘natural selection’ in a knowledge base maintained by the scientific community.
Recent Advances in Ontology-based Semantic Similarity Measures and Information Content Models based on WordNet
- Computer Science
This thesis introduces two new families of ontology-based semantic similarity measures and Information Content (IC) models based on WordNet together with the largest experimental surveys reported in the literature and introduces a new and efficient representation model for taxonomies, called PosetHERep.
Doctoral Students’ Research Data Management Competencies Based on the Quality of Their Data Management Plans
The quality of the DMPs developed by doctoral students in a 10-week, 3 ECTS credits multi-stakeholder Basics of Research Data Management (BRDM) course appeared to be satisfactory and illustrated how well DSs had learned RDM competencies and how the course had furthered comprehension of the importance of sound data management practices.
Learning and replaying spatiotemporal sequences: A replication study
- Biology, Computer ScienceFrontiers in Integrative Neuroscience
A detailed description of the biologically plausible model based on a spiking recurrent neural network supplemented with read-out neurons, which is re-implemented in the neural simulator NEST in conjunction with the NESTML modeling language and confirms the main findings of the original work.
Abstraction of user storage mechanisms for heterogeneous REANA scientific pipelines.
- Computer Science
The goal of this project is to abstract the concept of the workspace in the REANA platform, in order to allow the usage of various storage backends at the same time and paves the way towards using object-based file storage solutions in the future.
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Activities of Psilostachyin A and Cynaropicrin against Trypanosoma cruzi In Vitro and In Vivo
- BiologyAntimicrobial Agents and Chemotherapy
The data demonstrate that although it is very promising against African trypanosomes, cynaropicrin does not show efficacy compared to benznidazole in acute mouse models of T. cruzi infection.
Growth-factor reduced Matrigel source influences stem cell derived brain microvascular endothelial cell barrier properties
- BiologyFluids and Barriers of the CNS
The ability to differentiate BMECs from iPSCs grown in mTeSR1 or E-8 medium is supported and it is suggested that the origin of GFR-Matrigel has a marked inpact on BMEC barrier properties.
Drug development: Raise standards for preclinical cancer research
C. Glenn Begley and Lee M. Ellis propose how methods, publications and incentives must change if patients are to benefit.
Estimating the reproducibility of psychological science
A large-scale assessment suggests that experimental reproducibility in psychology leaves a lot to be desired, and correlational tests suggest that replication success was better predicted by the strength of original evidence than by characteristics of the original and replication teams.