“With the increased interest in computational sciences, machine learning (ML), pattern recognition (PR) and big data, governmental agencies, academia and manufacturers are overwhelmed by the constant influx of new algorithms and techniques promising improved performance, generalization and robustness. Sadly, result reproducibility is often an overlooked feature accompanying original research publications, competitions and benchmark evaluations. The main reasons behind such a gap arise from natural complications in research and development in this area: the distribution of data may be a sensitive issue; software frameworks are difficult to install and maintain; Test protocols may involve a potentially large set of intricate steps which are difficult to handle. To bridge this gap, we built an open platform for research in computational sciences related to pattern recognition and machine learning, to help on the development, reproducibility and certification of results obtained in the field. By making use of such a system, academic, governmental or industrial organizations enable users to easily and socially develop processing toolchains, re-use data, algorithms, workflows and compare results from distinct algorithms and/or parameterizations with minimal effort. This article presents such a platform and discusses some of its key features, uses and limitations. We overview a currently operational prototype and provide design insights.”
“How much have the open science movement’s practices and principles permeated researcher behaviour and attitudes in India? Arul George Scaria, Satheesh Menon and Shreyashi Ray have conducted a survey among researchers working across five different disciplines in India and reveal that more can be done to promote open science within its research institutions. While a majority of respondents believe open science to be important, less than half use open access repositories for sharing publications, with a much smaller fraction using them to share data. Meanwhile, a paucity of simplified and translated versions of scientific papers and continued access problems for those with disabilities are indicative of a research environment that is not as inclusive as it could be.“
“As the editors of the Journal of Algebraic Combinatorics have announced the termination of their contracts to Springer, the publisher behind the journal, in June 2017, it has been a move coordinated with the journal’s editorial board, to establish a rival Open Access journal Algebraic Combinatorics. The declared impetus for this transition to Open Access has been the importance of fairly priced Open Access options for the scientific community, in accordance with which the prospective journal plans to refrain from high Article Processing Charges (APCs) and profit-driven practices of the fee-based journal publisher, especially given that academic journals rely significantly on the volunteer labor of the scientific community.”
“Drug discovery resources in academia and industry are not used efficiently, to the detriment of industry and society. Duplication could be reduced, and productivity could be increased, by performing basic biology and clinical proofs of concept within open access industry-academia partnerships. Chemical biologists could play a central role in this effort….In summary, the development of new medicines is being hindered by the way in which academia and industry advance innovative targets. By generating freely available chemical and clinical probes and performing open-access science, the overall system will produce a wider range of clinically validated targets for the same total resource. This is arguably the most effective way to spur the development of treatments for unmet needs.”
“The drug discovery process is losing productivity to the detriment of the global economy and human health. The greatest productivity gains in the sector can be achieved by solving the fundamental scientific problems limiting the progression of compounds through clinical trials. These problems must be addressed through a combination of ‘blue sky’ and targeted research on priority issues, perhaps defined within a ‘grand challenges’ framework. For many reasons, targeted research should be performed in PPPs [public–private partnerships] that release information into the public domain immediately, with no restriction on use.”
“There’s this idea that open science will attract more ‘disciples’ if it comes across as having a more positive, inclusive tone. Goodness me, what a load of honking bullshit this is. Open science will attract individual adopters for three reasons: (1) when scientists grow a conscience and appreciate that their public mission demands transparency and reproducibility; (2) when scientists decide to take advantage of individual incentives (career and social) for being open (e.g. Registered Reports, joining SIPS etc.); (3) when funders, journals and institutions make it a requirement. All of these are in progress. The cold embrace of open science by gatekeepers and regulators is in the post – it is only a matter of time before transparent, reproducible practices will be required if you want to spend public money. That’s why I tell early career researchers to get ahead now because the ground is shifting under your feet….”
Abstract: Since Clifford Lynch’s infamous call to arms (2003), academic libraries have been wasting their time trying to change the scholarly communication system on the feeblest of rationalizations. Proper librarians know that the current system is obviously the most sustainable, since it’s lasted this long and provided so much benefit to libraries (Rogers, 2012a) and profit to organizations as diverse as Elsevier, Nature Publishing Group, and the American Chemical Society, as well as their CEOs (Berrett, 2012). Moreover, faculty have proclaimed loudly and clearly that they believe libraries’ central role is to be the campus’s collective knowledge wallet (Schonfeld & Housewright, 2010; Lucky, 2012), so who are librarians to argue?
“Open Science is essential if the world is to successfully address the major challenges that it now faces. To have impact, Open Science must be based on accessibility, transparency and integrity, enabling trusted collaboration for research excellence and optimal delivery. This declaration specifically addresses the key barriers to Open Science, and builds on previous statements concerning Open Science…. 1. Remove the barriers that extreme competition for limited resources create for Open Science True progress on Open Science…. 2. Implement Open Access publishing where publication is part of the continuum of research…. 3. Establish competence and confidence in the practice of Open Data…. 4. Ensure research integrity…. 5. A cohesive European approach….”
“We show that WWI and the subsequent boycott against Central scientists severely interrupted international scientific cooperation. After 1914, citations to recent research from abroad decreased and paper titles became less similar (evaluated by Latent Semantic Analysis), suggesting a reduction in international knowledge flows. Reduced international scientific cooperation led to a decline in the production of basic science and its application in new technology. Specifically, we compare productivity changes for scientists who relied on frontier research from abroad, to changes for scientists who relied on frontier research from home. After 1914, scientists who relied on frontier research from abroad published fewer papers in top scientific journals, produced less Nobel Prize-nominated research, introduced fewer novel scientific words, and introduced fewer novel words that appeared in the text of subsequent patent grants. The productivity of scientists who relied on top 1% research declined twice as much as the productivity of scientists who relied on top 3% research. Furthermore, highly prolific scientists experienced the starkest absolute productivity declines. This suggests that access to the very best research is key for scientific and technological progress…..
Our findings contribute to the literature on the effect of basic science on technological development, a link that is diffcult to establish empirically. Our results indicate that access to frontier knowledge impacts the production of basic science that is applied in the development of new technology. Other research has shown that increased funding from the U.S. National Institutes of Health (NIH) for basic biomedical research increases patenting by private sector companies (Azoulay et al., 2016) and that NIH open access mandates increase citations to biomedical research by inventors (Bryan and Ozcan, 2016).2 Our findings emphasize that access to existing frontier research is particularly important for the creation of ideas and that high-quality scientists make greater use of it….”
“This paper describes the process librarians in the Albert B. Alkek Library at Texas State University undertook to increase the amount of faculty publications in their institutional repository, known as the Digital Collections. DESCRIPTION OF PROGRAM Digital Collections at Texas State University is built on a DSpace platform and serves as the location for electronic theses and dissertations, faculty publications, and other digital Texas State University materials. Despite having launched the service in 2005, the amount of faculty work added to the repository has never been at the levels initially hoped for on launch.”