cometadata/datacite-rtg-text-other-reclassification-records huggingface dataset:
The Document Vectors Using Cosine Similarity Revisited
Creators: name: Bingyu, Zhang
name: Arefyev, Nikolay
Publisher: name: arXiv
Year: 2022
Subjects: subject: Computation and Language (cs.CL)
subject: Artificial Intelligence (cs.AI)
subject: FOS: Computer and information sciences

description: The current state-of-the-art test accuracy (97.42\%) on the IMDB movie reviews dataset was reported by \citet{thongtan-phienthrakul-2019-sentiment} and achieved by the logistic regression classifier trained on the Document Vectors using Cosine Similarity (DV-ngrams-cosine) proposed in their paper and the Bag-of-N-grams (BON) vectors scaled by Naive Bayesian weights. While large pre-trained Transformer-based models have shown SOTA results across many datasets and tasks, the aforementioned model has not been surpassed by them, despite being much simpler and pre-trained on the IMDB dataset only. In this paper, we describe an error in the evaluation procedure of this model, which was found when we were trying to analyze its excellent performance on the IMDB dataset. We further show that the previously reported test accuracy of 97.42\% is invalid and should be corrected to 93.68\%. We also analyze the model performance with different amounts of training data (subsets of the IMDB dataset) and compare it to the Transformer-based RoBERTa model. The results show that while RoBERTa has a clear advantage for larger training sets, the DV-ngrams-cosine performs better than RoBERTa when the labelled training set is very small (10 or 20 documents). Finally, we introduce a sub-sampling scheme based on Naive Bayesian weights for the training process of the DV-ngrams-cosine, which leads to faster training and better quality.
Sparse Conditional Hidden Markov Model for Weakly Supervised Named Entity Recognition
Creators: name: Li, Yinghao
name: Song, Le
name: Zhang, Chao
Publisher: name: arXiv
Year: 2022
Subjects: subject: Computation and Language (cs.CL)
subject: FOS: Computer and information sciences

description: Weakly supervised named entity recognition methods train label models to aggregate the token annotations of multiple noisy labeling functions (LFs) without seeing any manually annotated labels. To work well, the label model needs to contextually identify and emphasize well-performed LFs while down-weighting the under-performers. However, evaluating the LFs is challenging due to the lack of ground truths. To address this issue, we propose the sparse conditional hidden Markov model (Sparse-CHMM). Instead of predicting the entire emission matrix as other HMM-based methods, Sparse-CHMM focuses on estimating its diagonal elements, which are considered as the reliability scores of the LFs. The sparse scores are then expanded to the full-fledged emission matrix with pre-defined expansion functions. We also augment the emission with weighted XOR scores, which track the probabilities of an LF observing incorrect entities. Sparse-CHMM is optimized through unsupervised learning with a three-stage training pipeline that reduces the training difficulty and prevents the model from falling into local optima. Compared with the baselines in the Wrench benchmark, Sparse-CHMM achieves a 3.01 average F1 score improvement on five comprehensive datasets. Experiments show that each component of Sparse-CHMM is effective, and the estimated LF reliabilities strongly correlate with true LF F1 scores.
description: 11 pages, 8 figures, 11 tables
Women's rights, women's virtue: the co-option of feminist antipornography rhetoric by the Christian Right in the United States
Creators: name: Haylett, Freda
Publisher: name: RMIT University
Year: 2024
Subjects: classificationCode: 430321
subject: North American history
classificationCode: 441099
subject: Sociology not elsewhere classified

description: By undertaking a case study of three of the most prominent groups on the religious right in the United States – Concerned Women for America (CWA), Focus on the Family (FOF), and Eagle Forum (EF), and an historical comparison with the temperance movement – this study reveals that rather than focusing solely on the sinful, immoral nature of pornography, these groups are broadening their antipornography narrative to also include consideration of the misogynistic themes of pornography, and the harm it causes to women. These Christian Right groups are pursuing a rhetorical approach marked by the co-option, manipulation, and reconceptualisation of the arguments of antiporn feminists. This strategic shift has been facilitated by the lull in antiporn feminist activity following the deep intra-movement rifts of the 1980s between feminists who were opposed to pornography and others who saw it as merely an expression of free speech. On the other end of the political spectrum, within conservative movement politics, an identity shift in the 1990s away from inflammatory, militaristic rhetoric towards a softer, somewhat secularised tone reflected a desire by movement leaders to appeal to adherents outside the movement’s usual constituency, including women for whom feminist ideas have resonated. In order to reconcile this prowoman construct with the image of the subservient woman central to fundamentalist Christian interpretations of scripture, these groups use antiporn feminist rhetoric in the service of preserving the patriarchal nuclear family. Meaningful parallels can be drawn between the rhetoric of today’s Christian Right in response to pornography and the way in which key figures in the temperance movement dealt with the crisis of male drunkenness in nineteenth-century America, which resulted in a push for the enhancement of women’s rights coalescing with deeply held beliefs about family values. As the temperance precedent makes clear, movements for moral reform are not always ideologically pure, and can involve tradeoffs and a negotiation of values to ensure their political survival.
Additional file 1 of Development, validation and reliability testing of the hospice care environment scale
Creators: name: Zhong, Junping
name: Zhang, Wei
name: Xu, Rong
name: Wang, Huifen
name: Zhao, Jing
name: Huang, Yingjuan
name: Chen, Yanlin
name: Chen, Xiaoli
name: Chen, Jianfei
name: Zhang, Qing
name: Zou, Zhijie
name: Zhang, Yingzi
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Environmental Sciences not elsewhere classified
subject: Ecology
subject: FOS: Biological sciences
subject: Sociology
subject: FOS: Sociology
subject: Biological Sciences not elsewhere classified
subject: Science Policy

description: Supplementary Material 1
sj-docx-1-dhj-10.1177_20552076241229148 - Supplemental material for Determining design criteria for indoor positioning system projects in hospitals: A design science approach
Creators: name: Wichmann, Johannes
name: Paetow, Thomas
name: Leyer, Michael
name: Aweno, Bisrat
name: Sandkuhl, Kurt
Publisher: name: SAGE Journals
Year: 2024
Subjects: subject: Health and Community Services
subject: Cardiology
subject: Endocrinology
subject: Geriatrics and Gerontology
subject: Nursing not elsewhere classified
subject: Oncology and Carcinogenesis not elsewhere classified
subject: Aged Health Care
subject: Public Health and Health Services not elsewhere classified
subject: Engineering not elsewhere classified
subject: Anthropology
subject: FOS: Sociology
subject: Cultural Studies not elsewhere classified
subject: Information and Computing Sciences not elsewhere classified
subject: Organisation and Management Theory
subject: Science Policy
subject: Social Policy
subject: Sociology

description: Supplemental material, sj-docx-1-dhj-10.1177_20552076241229148 for Determining design criteria for indoor positioning system projects in hospitals: A design science approach by Johannes Wichmann, Thomas Paetow, Michael Leyer, Bisrat Aweno and Kurt Sandkuhl in DIGITAL HEALTH
Engaging Contributors And The General Public With Usefulscience.Org
Creators: name: Thomas, Maryse
name: Dong, Yue
name: Cheung, Jackie C.K.
Publisher: name: Zenodo
Year: 2018
Subjects: scicomm
website
podcast
science reporting
science news

description: Useful Science (usefulscience.org) is a website aimed at making science more accessible by condensing scientific articles into one-sentence summaries. Here, we show how a simple concept grew to become a world-wide organization with over 80 volunteer contributors and a successful podcast.
Additional file 2 of Development, validation and reliability testing of the hospice care environment scale
Creators: name: Zhong, Junping
name: Zhang, Wei
name: Xu, Rong
name: Wang, Huifen
name: Zhao, Jing
name: Huang, Yingjuan
name: Chen, Yanlin
name: Chen, Xiaoli
name: Chen, Jianfei
name: Zhang, Qing
name: Zou, Zhijie
name: Zhang, Yingzi
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Environmental Sciences not elsewhere classified
subject: Ecology
subject: FOS: Biological sciences
subject: Sociology
subject: FOS: Sociology
subject: Biological Sciences not elsewhere classified
subject: Science Policy

description: Supplementary Material 2
Re-imagining Malay myth and legend in contemporary sculptural practices: creative representations through symbols and allegories
Creators: name: Abu Hassan, Sharmiza
Publisher: name: RMIT University
Year: 2024

description: The research project titled `Re-imagining Malay myth and legend in Contemporary Sculptural practice’ is an investigation of creative activities influenced by the Minimalist approach with a selective emphasis on materials, textual images and symbolic form. The research addresses the cross-cultural themes in visual symbols manipulated in installations and sculptures.

The exegesis explains how I have used my Malay Muslim cultural background and my experimentation with to develop visual forms referential to Malay myth. The position and the “voice” of the female protagonists are central to my re-interpretation of their stories. I intertwine this investigation with insights into my own adaptation to a Western environment. The paper outlines the journey of my exploration and the key issues that have led to my engagement with particular media, including new combinations of manufactured, found objects, and natural materials used in conjunction with light, shadow, text and language. A focus on the female sensibility in my background as a Malay Muslim woman, and an explanation of the symbols and allegories used in studio practice, is discussed. As Islam requires the avoidance of realistic representation I would describe my working method as a minimalist approach with a selective emphasis on materials, textual images and symbolic form.
Evidence of Spin Frustration in Vanadium Diselenide Monolayer Magnet
Creators: name: Wong, Ping Kwan Johnny
name: Zhang, Wen
name: Bussolotti, Fabio
name: Yin, Xinmao
name: Herng, Tun Seng
name: Zhang, Lei
name: Huang, Yu Li
name: Vinai, Giovanni
name: Krishnamurthi, Sridevi
name: Bukhvalov, Danil W
name: Zheng, Yu Jie
name: Chua, Rebekah
name: Diaye, Alpha T N
name: Morton, Simon A.
name: Yang, Chao-Yao
name: Yang, Kui-Hon Ou
name: Torelli, Piero
name: Chen, Wei
name: Goh, Kuan Eng Johnson
name: Ding, Jun
name: Lin, Minn-Tsong
name: Brocks, Geert
name: de Jong, Michel P
name: Neto, Antonio H Castro
name: Wee, Andrew Thye Shen
Publisher: name: arXiv
Year: 2022
Subjects: subject: Materials Science (cond-mat.mtrl-sci)
subject: FOS: Physical sciences

description: Monolayer VSe2, featuring both charge density wave and magnetism phenomena, represents a unique van der Waals magnet in the family of metallic two-dimensional transition-metal dichalcogenides (2D-TMDs). Herein, by means of in-situ microscopic and spectroscopic techniques, including scanning tunneling microscopy/spectroscopy, synchrotron X-ray and angle-resolved photoemission, and X-ray absorption, direct spectroscopic signatures are established, that identify the metallic 1T-phase and vanadium 3d1 electronic configuration in monolayer VSe2 grown on graphite by molecular-beam epitaxy. Element-specific X-ray magnetic circular dichroism, complemented with magnetic susceptibility measurements, further reveals monolayer VSe2 as a frustrated magnet, with its spins exhibiting subtle correlations, albeit in the absence of a long-range magnetic order down to 2 K and up to a 7 T magnetic field. This observation is attributed to the relative stability of the ferromagnetic and antiferromagnetic ground states, arising from its atomic-scale structural features, such as rotational disorders and edges. The results of this study extend the current understanding of metallic 2D-TMDs in the search for exotic low-dimensional quantum phenomena, and stimulate further theoretical and experimental studies on van der Waals monolayer magnets.
Additional file 6 of CircPIAS1 promotes hepatocellular carcinoma progression by inhibiting ferroptosis via the miR-455-3p/NUPR1/FTH1 axis
Creators: name: Zhang, Xiao-Yu
name: Li, Shan-Shan
name: Gu, Yu-Rong
name: Xiao, Le-Xin
name: Ma, Xin-Yi
name: Chen, Xin-Ru
name: Wang, Jia-Liang
name: Liao, Chun-Hong
name: Lin, Bing-Liang
name: Huang, Yue-Hua
name: Lian, Yi-Fan
Publisher: name: figshare
Year: 2024
Subjects: subject: Biophysics
subject: Biochemistry
subject: Medicine
subject: Genetics
subject: FOS: Biological sciences
subject: Molecular Biology
subject: Environmental Sciences not elsewhere classified
subject: Chemical Sciences not elsewhere classified
subject: Biological Sciences not elsewhere classified
subject: Cancer

description: Supplementary Material 6
Magnetic Transition in Monolayer VSe2 via Interface Hybridization
Creators: name: Zhang, Wen
name: Zhang, Lei
name: Wong, Ping Kwan Johnny
name: Yuan, Jiaren
name: Vinai, Giovanni
name: Torelli, Piero
name: van der Laan, Gerrit
name: Feng, Yuan Ping
name: Wee, Andrew Thye Shen
Publisher: name: arXiv
Year: 2022
Subjects: subject: Materials Science (cond-mat.mtrl-sci)
subject: FOS: Physical sciences

description: Magnetism in monolayer (ML) VSe2 has attracted broad interest in spintronics while existing reports have not reached consensus. Using element-specific X-ray magnetic circular dichroism, a magnetic transition in ML VSe2 has been demonstrated at the contamination-free interface between Co and VSe2. Via interfacial hybridization with Co atomic overlayer, a magnetic moment of about 0.4 uB per V atom in ML VSe2 is revealed, approaching values predicted by previous theoretical calculations. Promotion of the ferromagnetism in ML VSe2 is accompanied by its antiferromagnetic coupling to Co and a reduction in the spin moment of Co. In comparison to the absence of this interface-induced ferromagnetism at the Fe/MLMoSe2 interface, these findings at the Co/ML-VSe2 interface provide clear proof that the ML VSe2, initially with magnetic disorder, is on the verge of magnetic transition.
The Museum of the Lost and Found: a creative practice approach to telling adoptees’ stories
Creators: name: SIMPSON, Janice
Publisher: name: RMIT University
Year: 2024
Subjects: classificationCode: 360201
subject: Creative writing (incl. scriptwriting)

description: This PhD research project seeks to do two things: firstly explore how, through creative practice using various forms of nonfiction, stories about the place and the identity of adoptees are told; and secondly, enrich our understanding of the fragmentary history of adoption in Australia when the adoption of children was conducted and sanctioned by both the church and the state. I have responded to the research question: “How might experimentation with forms of the lyric essay enable the creation of stories about adoptees' relationships with place and identity?” To this end I have developed ways of writing stories that embrace my own experience with that of others, in this instance the life-changing event of infant adoption and the adoptees’ memories attached to that event. This writing traverses terrain between the personal and the political, the sociological and the social, the literary and the familiar, the narrator and the subject.

The project comprises essays combining creative and exegetical writing; a contextual section about writing nonfiction; the creative practice methods I have used; about how adoption stories have been penned previously; and a number of artefacts-asessays that include objects and a sound recording. By making things – physical things such as maps and containers and paintings and books – I have developed further ways in which a lyric essay can be structured and subsequently read.

My research into the ways that adoption stories are essayed showed that new ways of telling these stories could be achieved through experimentation and innovation. The essays offer a method for crafting stories about people, including myself, whose lives have been de/identified, dis/placed and dis/located in biological and lived domains. This creative writing research contributes to the evolution of the nonfiction lyric essay through multiple platforms of expression and exposition including text, voice and object.
Additional file 2 of Blood metabolites and chronic kidney disease: a Mendelian randomization study
Creators: name: Hou, Yawei
name: Xiao, Zhenwei
name: Zhu, Yushuo
name: Li, Yameng
name: Liu, Qinglin
name: Wang, Zhenguo
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Molecular Biology
subject: Chemical Sciences not elsewhere classified
subject: Sociology
subject: FOS: Sociology
subject: Biological Sciences not elsewhere classified
subject: Mathematical Sciences not elsewhere classified
subject: Marine Biology

description: Supplementary Material.
Public Access Submission System
Creators: name: Choudhury, G. Sayeed
Publisher: name: Zenodo
Year: 2018
Subjects: Open access
Public access
Workflows

description: Software to support simultaneous submission of articles to funder repositories (starting with PubMedCentral) and institutional repository, thereby supporting both funding agency public access and institutional open access policies. PASS is a component in overall digital infrastructure that involves the library in existing researcher workflows.
TESS Experiments: Priming, Projection, or Both? Reevaluating the Classic Priming Hypothesis
Creators: name: Hart, Austin
name: Middleton, Joel
Publisher: name: Roper Center for Public Opinion Research
Year: 2022

description: Time-sharing Experiments for the Social Sciences (TESS) offers researchers the opportunity to capture the internal validity of experiments. Investigators submit proposals, and TESS fields successful proposals for free on a representative sample of adults in the United States. This experiment was conducted to determine whether people who are exposed to an issue in the media align their overall evaluation of the President of the United States with their assessment of his performance on that issue or if they align their opinion on that issue with their assessment of the president’s overall performance. The 2085 total respondents were divided between 2 treatment groups and 1 control group. Respondents in all 3 groups were assigned a news article to read on various issues: the United States’ ranking on international test score data in the first treatment group, the Environmental Protection Agency’s (EPA) regulation of greenhouse gas emissions in the second, and male pattern baldness in the control group. Finally, all groups were asked questions on President Barack Obama’s overall performance as well as his handling of various issues. This allowed for comparison between respondents’ approval of the president’s handling of education and the environment vs. overall approval based on whether they were primed with news relating to education and the environment.
Additional file 1 of Effectiveness of sensor-based interventions in improving gait and balance performance in older adults: systematic review and meta-analysis of randomized controlled trials
Creators: name: Mao, Qian
name: Zhang, Jiaxin
name: Yu, Lisha
name: Zhao, Yang
name: Luximon, Yan
name: Wang, Hailiang
Publisher: name: figshare
Year: 2024
Subjects: subject: Space Science
subject: Medicine
subject: Physiology
subject: FOS: Biological sciences
subject: Chemical Sciences not elsewhere classified
subject: Sociology
subject: FOS: Sociology
subject: Biological Sciences not elsewhere classified
subject: Science Policy

description: Supplementary Material 1.
การพัฒนากระบวนการสืบค้นภูมิปัญญาเพื่อเสริมสร้างจิตสำนึกรักษ์น้ำของเยาวชนคนต้นน้ำคลองท่าแนะ จังหวัดพัทลุง
Creators: name: วรินธร  เบญจศรี
Publisher: name: คณะครุศาสตร์ มหาวิทยาลัยราชภัฏพิบูลสงคราม
Year: 2018
Subjects: กระบวนการสืบค้นภูมิปัญญา
จิตสำนึกรักษ์น้ำ
คลองท่าแนะ

description: วารสารครุพิบูล, 5, 2, 302-311
Bamboo Borders; The Case Of Humanitarian Migrants Entering The Swiss Labour Market
Creators: name: Neylan, Christina. Unger
Publisher: name: Zenodo
Year: 2017
Subjects: Humanitarian migrants, integration, labour market, training.

description: Purpose- The purpose of this paper is to examine the current situation concerning employment of humanitarian migrants in the Swiss labour market. The paper takes into consideration the existing lack of skilled labour in the market, the perspectives from potential employers in the agriculture, hospitality, logistics and health care industries, and possible solutions to overcome the problems
description: Presentation made at EDI Conference UK 2017.
Digital Watermarking for Depth-Image-Based Rendering 3D Images and Its Application to Quality Evaluation
Creators: name: Chen, Lei
Publisher: name: Université d'Ottawa / University of Ottawa
Year: 2018
Subjects: Digital Watermarking
Depth-Image-Based Rendering
Quality Evaluation

description: Due to the rapid development of 3D display market, the protection and authentication of the intellectual property rights of 3D multimedia has become an essential concern. As a consequence, the digital watermarking for 3D image and video is attracting considerable attention. The depth-image-based rendering (DIBR) technique has been playing a critical role in 3D contents representation because of its numerous advantages. A good digital watermarking algorithm should be robust to various possible attacks, including geometric distortions and compressions. And di erent from ordinary 2D digital watermarking, there are more speci c requirements for 3D watermarking, especially for DIBR 3D image watermarking. Not only the center view, but also the virtual left and right views can be illegally distributed. Therefore, the embedded watermark information should be accurately extracted from these three views individually for content authentication, even under attacks. In this thesis, we focus on the research of digital watermarking and watermarking based quality evaluation for DIBR 3D images. We first present a 2D image and video watermarking method based on contourlet transform, which is then extended to a robust contourlet-based watermarking algorithm for DIBR 3D images. The watermark is embedded into the center view by quantizing certain contourlet coe cients. The virtual left and right views are synthesized from the watermarked center view and the corresponding depth map. One advantage of our algorithm is its simplicity and practicality. However, the performance on watermark extraction needs to be further improved. As an improvement, a blind watermarking algorithm for DIBR 3D images based on feature regions and ridgelet transform is proposed. The watermarked view has good perceptual quality under both the objective and subjective image quality measures. Compared with other related and state-of-the-art methods, the proposed algorithm shows superiority in terms of watermark extraction and robustness to various attacks. Furthermore, as one of the most promising techniques for quality evaluation, a watermarking based quality evaluation scheme is developed for DIBR 3D images. The qualities of the watermarked center view and the synthesized left and right views under distortions can be estimated by examining the degradation of corresponding extracted watermarks. The simulation results demonstrate that our scheme has good performance of quality evaluation for DIBR 3D images under the attacks.
Additional file 2 of Effectiveness of sensor-based interventions in improving gait and balance performance in older adults: systematic review and meta-analysis of randomized controlled trials
Creators: name: Mao, Qian
name: Zhang, Jiaxin
name: Yu, Lisha
name: Zhao, Yang
name: Luximon, Yan
name: Wang, Hailiang
Publisher: name: figshare
Year: 2024
Subjects: subject: Space Science
subject: Medicine
subject: Physiology
subject: FOS: Biological sciences
subject: Chemical Sciences not elsewhere classified
subject: Sociology
subject: FOS: Sociology
subject: Biological Sciences not elsewhere classified
subject: Science Policy

description: Supplementary Material 2.
Writing in the dark
Creators: name: BEATTIE, Annalea
Publisher: name: RMIT University
Year: 2024
Subjects: classificationCode: 360201
subject: Creative writing (incl. scriptwriting)

description: ‘Writing in the dark’ is an interdisciplinary, practice-led inquiry into writing art. Practice-led research of this kind aligns exploratory, conceptualist methodologies with the multidisciplinary interests of the author’s own art practice. From within an art practice situated specifically in space science, and from the point of view of an artist who writes, this doctoral research engages in a series of experiments into making art and writing art to examine the dialogue that occurs between writing and making. This dialogue between writing and making art is prepositionally mediated through multiple methodologies including notation and listening.
The generative nature of notation provides a bridge between the subject and the object of study. Notation is at once apart from, and a part of, writing art. As a gestural, compositional method, notes mark out a temporal moment of art making as an episode or interval of material extensity. This sense of the ongoing and the intertextual which is present in noting is central to meaningfulness in the act of writing art. Embodied, relational, sonorous and selective, listening is a method for writing art that emphasises lateral, associative movements between sensory dimensions—hearing as. It is an intransitive, tendentially mobile activity that relies on acoustic vigilance and ear training—a state of preparedness to hear, and a readiness or an openness to re-imagine sound. In writing art, listening prompts an understanding of spatio-temporal continuity and variation.
From the experiences of working as an artist who writes, three overlapping kinds of enactment emerge—how to write with art making to explore possibilities in process, mood, atmosphere and event—how to write about art, using memory and knowledge to locate and situate art practice, often in unfamiliar terrain—and how to write through art, to enrich the context of art making as a site of resistance, forming social relations that have the potential to create change. Beyond representations of art, this doctoral research develops new models of engagement to address interdisciplinary histories, frameworks, and methods. As different kinds of disciplines and distinct practices crisscross, ‘Writing in the dark’ explores how discourses, the artist and her practices, and the field of writing art are mutually dependent, affective and productive.
Building an open, collaborative, online infrastructure for bioinformatics training
Creators: name: Batut, Bérénice
name: Galaxy Training Network
name: Clements, Dave
name: Grüning, Björn
Publisher: name: F1000Research
Year: 2017

description: With the advent of high-throughput platforms, life science data analysis is tightly linked to the use of bioinformatics tools, resources, and high-performance computing. However, the scientists who generate the data often do not have the knowledge required to be fully conversant with such analyses. To involve them in their own data analysis, these scientists must acquire bioinformatics vocabulary and skills through training.

Data analysis training is particularly challenging without a computational background. The Galaxy framework is addressing this problem by offering a web-based, intuitive and accessible user interface to numerous bioinformatics tools.

Recently, the Galaxy Training Network (GTN) set up a new open, collaborative, online model for delivering high-quality bioinformatics training material: http://training.galaxyproject.org.

Each of the current 13 topics provides tutorials with hands-on, slides and interactive tours. Tours are a new way to go through an entire analysis, step by step inside Galaxy in an interactive and explorative way. All material is openly reviewed, and iteratively developed in one central repository by almost 50 contributors. Content is written in Markdown and, similarly to Software/Data Carpentry, the model separates presentation from content. In addition, the technological infrastructure needed to teach is described with a list of needed tools, annotation of public Galaxy instances and Docker images for each topic. The data are also stored in Zenodo and citable via DOI.

All materials are annotated by a rich set of metadata (time and resource estimations) and automatically propagated to ELIXIR's TeSS portal. This approach creates tutorials that are accessible, easy to find and (re)use (FAIR) by individuals and by trainers for workshops.

With this community effort, the GTN offers an open, collaborative, FAIR and up-to-date infrastructure for delivering high-quality bioinformatics training for scientists.
Additional file 3 of Effectiveness of sensor-based interventions in improving gait and balance performance in older adults: systematic review and meta-analysis of randomized controlled trials
Creators: name: Mao, Qian
name: Zhang, Jiaxin
name: Yu, Lisha
name: Zhao, Yang
name: Luximon, Yan
name: Wang, Hailiang
Publisher: name: figshare
Year: 2024
Subjects: subject: Space Science
subject: Medicine
subject: Physiology
subject: FOS: Biological sciences
subject: Chemical Sciences not elsewhere classified
subject: Sociology
subject: FOS: Sociology
subject: Biological Sciences not elsewhere classified
subject: Science Policy

description: Supplementary Material 3.
How to analyze raw sequencing data from microbiota? Using ASaiM!
Creators: name: Batut, Bérénice
name: Defois, Clémence
name: Kévin Gravouil
name: Jean-Francois Brugère
name: Peyretaillade, Eric
name: Peyret, Pierre
Publisher: name: F1000Research
Year: 2017

description: The study of microbial communities has been facilitated by the evolution of sequencing techniques and the development of metagenomics and metatranscriptomics. These techniques are giving insight into phylogenetic properties and metabolic components of microbial communities. However, meta'omic data exploitation is not trivial: large amount of data, high variability, incompleteness of reference databases, difficulty to find, configure, use and combine the dedicated bioinformatics tools, etc. Hence, to extract useful information, a sequenced microbiota sample has to be processed by sophisticated workflows with numerous successive bioinformatics steps. Besides, bioinformatics tools are often manually executed and/or patched together with custom scripts. These practices raise doubts about a science gold standard: reproducibility. Alternative approaches to improve accessibility, modularity and reproducibility can be found in Open-Source workflow systems such as Galaxy. Galaxy is a lightweight environment providing a web-based, intuitive and accessible user interface to command-line tools, while automatically managing computation and transparently managing data provenance and workflow scheduling. In this context, we developed ASaiM, an Open-Source opinionated Galaxy-based framework.

ASaiM provides an expertly selected collection of tools to exploit and visualize taxonomic and functional information from raw amplicon, metagenomic or metatranscriptomic sequences. To help the analyses, several (customizable) workflows are included. The workflow for shotgun metagenomic data has been tested on two mock metagenomic datasets with controlled communities. More accurate and precise taxonomic analyses and more informative metabolic description have been obtained compared to EBI metagenomics' pipeline on the same datasets.

The available workflows are supported by tutorials and Galaxy interactive tours to guide the users through the analyses. Furthermore, an effort on documentation of ASaiM, its tools and workflows has been made (http://asaim.readthedocs.io).

Based on the Galaxy framework, ASaiM offers sophisticated analyses to scientists without command-line knowledge, while emphasizing reproducibility, customization and effortless scale up to larger infrastructures. ASaiM is implemented as Galaxy Docker flavour and can be easily extended with additional tools or workflows. ASaiM provides then a powerful framework to easily and quickly exploit microbiota data in a reproducible and transparent environment.
Transitioning: expressions of affect, sensation and action
Creators: name: ANASTASIOU, Pauline
Publisher: name: RMIT University
Year: 2024
Subjects: classificationCode: 360604
subject: Photography, video and lens-based practice
classificationCode: 440303
subject: Migration

description: This research has been provoked by the political and the personal through an engagement with affect theory. The writing, the images and the videos that together form this book, are an attempt to express from a subjective place, where I intersect with the world - through an affective and empathic perspective - with those people whose lives have been disrupted because they do not 'belong'. The work relies on personal history, but it might expose realities that may apply to others whose beginnings, perspectives or sympathies are similar to mine.

The work examines how the politically charged interruptions or disruptions that are as a result of the experience of the margins might be represented in image and text
and it examines how creative work can offer a possibility of an affective response that may allow for a more empathetic viewing and understanding of the experiences
of migration?

This dissertation attempts to contextualise these political concerns through practice led research, that has evolved through a hybrid of critical theory, primarily affect
theory, and a dialectic that positions itself in relation to migration, place, bodies and affect.
Additional file 4 of Effectiveness of sensor-based interventions in improving gait and balance performance in older adults: systematic review and meta-analysis of randomized controlled trials
Creators: name: Mao, Qian
name: Zhang, Jiaxin
name: Yu, Lisha
name: Zhao, Yang
name: Luximon, Yan
name: Wang, Hailiang
Publisher: name: figshare
Year: 2024
Subjects: subject: Space Science
subject: Medicine
subject: Physiology
subject: FOS: Biological sciences
subject: Chemical Sciences not elsewhere classified
subject: Sociology
subject: FOS: Sociology
subject: Biological Sciences not elsewhere classified
subject: Science Policy

description: Supplementary Material 4.
sj-docx-1-isp-10.1177_00207640221137993 – Supplemental material for The association of physical multimorbidity with suicidal ideation and suicide attempts in England: A mediation analysis of influential factors
Creators: name: Smith, Lee
name: Shin, Jae Il
name: Lee, San
name: Oh, Jae Won
name: López Sánchez, Guillermo F
name: Kostev, Karel
name: Jacob, Louis
name: Tully, Mark A.
name: Schuch, Felipe
name: McDermott, Daragh T.
name: Pizzol, Damiano
name: Veronese, Nicola
name: Song, Junmin
name: Soysal, Pinar
name: Koyanagi, Ai
Publisher: name: SAGE Journals
Year: 2022
Subjects: subject: 170199 Psychology not elsewhere classified
subject: FOS: Psychology
subject: 110319 Psychiatry (incl. Psychotherapy)
subject: FOS: Clinical medicine

description: Supplemental material, sj-docx-1-isp-10.1177_00207640221137993 for The association of physical multimorbidity with suicidal ideation and suicide attempts in England: A mediation analysis of influential factors by Lee Smith, Jae Il Shin, San Lee, Jae Won Oh, Guillermo F López Sánchez, Karel Kostev, Louis Jacob, Mark A. Tully, Felipe Schuch, Daragh T. McDermott, Damiano Pizzol, Nicola Veronese, Junmin Song, Pinar Soysal and Ai Koyanagi in International Journal of Social Psychiatry
Additional file 1 of Can video streaming improve first aid for injured patients? A prospective observational study from Norway
Creators: name: Idland, Siri
name: Kramer-Johansen, Jo
name: Bakke, Håkon Kvåle
name: Hagen, Milada
name: Tønsager, Kristin
name: Platou, Hans-Christian Stoud
name: Hjortdahl, Magnus
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Cell Biology
subject: Sociology
subject: FOS: Sociology
subject: Cancer
subject: Mental Health

description: Supplementary Material 1.
R Markdown file of the code used for the statistics and figures from Running-specific prosthesis model, stiffness and height affect biomechanics and asymmetry of athletes with unilateral leg amputations across speeds
Creators: name: Tacca, Joshua R.
name: Beck, Owen N.
name: TABOGA, Paolo
name: Grabowski, Alena M.
Publisher: name: The Royal Society
Year: 2022
Subjects: subject: 110601 Biomechanics
subject: FOS: Health sciences

description: This file is a R Markdown file of the code used for the statistics and to create the figures for the study. It can be opened in RStudio and run to generate all the results and figures from the manuscript. Tacca_data.csv must be saved in the same folder as the R Markdown file and in order to run the code.
sj-docx-1-dhj-10.1177_20552076221143236 - Supplemental material for Effect of mobile health interventions in increasing utilization of Maternal and Child Health care services in developing countries: A scoping review
Creators: name: Venkataramanan, Ramachandran
name: Subramanian, S.V.
name: Alajlani, Mohannad
name: Arvanitis, Theodoros N
Publisher: name: SAGE Journals
Year: 2022
Subjects: subject: 111708 Health and Community Services
subject: FOS: Health sciences
subject: Cardiology
subject: 110306 Endocrinology
subject: FOS: Clinical medicine
subject: 110308 Geriatrics and Gerontology
subject: 111099 Nursing not elsewhere classified
subject: 111299 Oncology and Carcinogenesis not elsewhere classified
subject: 111702 Aged Health Care
subject: 111799 Public Health and Health Services not elsewhere classified
subject: 99999 Engineering not elsewhere classified
subject: FOS: Other engineering and technologies
subject: Anthropology
subject: FOS: Sociology
subject: 200299 Cultural Studies not elsewhere classified
subject: FOS: Other humanities
subject: 89999 Information and Computing Sciences not elsewhere classified
subject: FOS: Computer and information sciences
subject: 150310 Organisation and Management Theory
subject: FOS: Economics and business
subject: Science Policy
subject: 160512 Social Policy
subject: FOS: Political science
subject: Sociology

description: Supplemental material, sj-docx-1-dhj-10.1177_20552076221143236 for Effect of mobile health interventions in increasing utilization of Maternal and Child Health care services in developing countries: A scoping review by Ramachandran Venkataramanan, S.V. Subramanian, Mohannad Alajlani and Theodoros N Arvanitis in Digital Health
PDF version of the code used for statistics and figures from Running-specific prosthesis model, stiffness and height affect biomechanics and asymmetry of athletes with unilateral leg amputations across speeds
Creators: name: Tacca, Joshua R.
name: Beck, Owen N.
name: TABOGA, Paolo
name: Grabowski, Alena M.
Publisher: name: The Royal Society
Year: 2022
Subjects: subject: 110601 Biomechanics
subject: FOS: Health sciences

description: This file is a pdf of the code used for the statistics and to create the figures for the manuscript. All of the analyses were performed in RStudio, saved as an R Markdown file and then converted to a PDF, so that the code can be read by people without RStudio.
Additional file 2 of Can video streaming improve first aid for injured patients? A prospective observational study from Norway
Creators: name: Idland, Siri
name: Kramer-Johansen, Jo
name: Bakke, Håkon Kvåle
name: Hagen, Milada
name: Tønsager, Kristin
name: Platou, Hans-Christian Stoud
name: Hjortdahl, Magnus
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Cell Biology
subject: Sociology
subject: FOS: Sociology
subject: Cancer
subject: Mental Health

description: Supplementary Material 2.
sj-docx-1-psw-10.1177_14789299221139805 – Supplemental material for Attitudes Toward Migration and Associational Activity: Evidence From Germany
Creators: name: Bakaki, Zorzeta
name: Böhmelt, Tobias
name: Bove, Vincenzo
Publisher: name: SAGE Journals
Year: 2022
Subjects: subject: 160607 International Relations
subject: FOS: Political science

description: Supplemental material, sj-docx-1-psw-10.1177_14789299221139805 for Attitudes Toward Migration and Associational Activity: Evidence From Germany by Zorzeta Bakaki, Tobias Böhmelt and Vincenzo Bove in Political Studies Review
Total phenolic and flavonoid content of leaves and stems extract of Tabat Barito (Ficus deltoidea Jack.) under different plant ages
Creators: name: Manurung, Hetty
name: Manurung, Hetty
Publisher: name: F1000 Research Limited
Year: 2018

description: The total phenolic and flavonoid content were assessed in Ficus deltoidea that growing in the greenhouse under four different water field capacity (FC) condition, namely:  A40 (40% FC),  A60 (60% FC), A80 (80% FC), and A100 (100% FC-control) and in the field, investigated for 6, 9, and 12 months after planting (MAP). This finding showed that the drought stress treatment increased the total phenolic content (TPC) and total flavonoid content (TFC) of F. deltoidea that grown in the greenhouse. The highest TPC of stems extract were obtained on A40 at 12 MAP, whereas the highest TFC of stems extracts found at 6 months MAP. Leaves extract has the higher TPC and TFC on  12 MAP as compared to 6, and 9 MAP. The result showed that the older the plant age of F. deltoidea the higher the TPC and TFC of leaves. At the 12 MAP, the leaves extract has the higher TFC as compared to the stems extract.
sj-doc-1-jop-10.1177_02698811221142568 – Supplemental material for Effects of modafinil and caffeine on night-time vigilance of air force crewmembers: A randomized controlled trial
Creators: name: Wingelaar-Jagt, Yara Q.
name: Bottenheft, Charelle
name: Riedel, Wim J.
name: Ramaekers, Johannes G.
Publisher: name: SAGE Journals
Year: 2022
Subjects: subject: 110904 Neurology and Neuromuscular Diseases
subject: FOS: Clinical medicine
subject: 111599 Pharmacology and Pharmaceutical Sciences not elsewhere classified
subject: 170199 Psychology not elsewhere classified
subject: FOS: Psychology
subject: 110319 Psychiatry (incl. Psychotherapy)

description: Supplemental material, sj-doc-1-jop-10.1177_02698811221142568 for Effects of modafinil and caffeine on night-time vigilance of air force crewmembers: A randomized controlled trial by Yara Q. Wingelaar-Jagt, Charelle Bottenheft, Wim J. Riedel and Johannes G. Ramaekers in Journal of Psychopharmacology
title: Four hundred acres : an economic feasibility
title: 400 acres : an economic feasibility
titleType: AlternativeTitle
Creators: name: Craig, Norris Charles
Publisher: name: The University of Texas at Austin
Year: 1983
Subjects: subject: Land use
subject: Texas
subject: Williamson County
subject: Planning
subject: Case studies
subject: Real estate development
subject: Land use--Texas--Williamson County
subject: Land use--Texas--Williamson County--Planning--Case studies
subject: Real estate development--Texas--Williamson County--Case studies

description: The land-use decision process involves, in a broad sense, three key participants. These participants include the public sector, space producers, and space consumers. Each perspective will be analyzed, but the focus of this paper assumes the viewpoint of the space producer or investor/developer. The client's goal is to present to a potential buyer a complete raw-land package. Several subgoals are evident and define the problem situation. They are enumerated here: To remove, if possible, any existing constraints on development. To propose alternative courses of action which may be available to a buyer in mitigating those constraints not removed. To examine possible uses for the site to assist in the determination of a most probable buyer. To market the entire land parcel at a price consistent with investor objectives. As a site in search of a use, recognition of site attributes establishes a logical point of departure for analysis. The physical/ technical constraints on the site are examined at the onset and identify, in a broad sense, a range of alternatives. This range is narrowed significantly by legal and political considerations, and a summary of the static and legal attributes indicate the site's competitive position. Locational analysis examines environmental associations and permits a supposition of uses. Dynamic attributes which arise out of the interaction of people and the site are examined for fit and conclusions are drawn. Alternative uses are analyzed within a spatial context and recommendations are made
Additional file 3 of Can video streaming improve first aid for injured patients? A prospective observational study from Norway
Creators: name: Idland, Siri
name: Kramer-Johansen, Jo
name: Bakke, Håkon Kvåle
name: Hagen, Milada
name: Tønsager, Kristin
name: Platou, Hans-Christian Stoud
name: Hjortdahl, Magnus
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Cell Biology
subject: Sociology
subject: FOS: Sociology
subject: Cancer
subject: Mental Health

description: Supplementary Material 3.
sj-docx-1-pih-10.1177_09544119221141945 – Supplemental material for Proprioceptive Focal Stimulation (Equistasi®) for gait and postural balance rehabilitation in patients with Parkinson’s disease: A systematic review
Creators: name: Alashram, Anas R
name: Annino, Giuseppe
name: Romagnoli, Cristian
name: Raju, Manikandan
name: Padua, Elvira
Publisher: name: SAGE Journals
Year: 2022
Subjects: subject: 110323 Surgery
subject: FOS: Clinical medicine
subject: 99999 Engineering not elsewhere classified
subject: FOS: Other engineering and technologies

description: Supplemental material, sj-docx-1-pih-10.1177_09544119221141945 for Proprioceptive Focal Stimulation (Equistasi®) for gait and postural balance rehabilitation in patients with Parkinson’s disease: A systematic review by Anas R Alashram, Giuseppe Annino, Cristian Romagnoli, Manikandan Raju and Elvira Padua in Proceedings of the Institution of Mechanical Engineers, Part H: Journal of Engineering in Medicine
Civara: The Politics of Dhammayuttika Nikaya Buddhism Robe Usage in Thailand
Creators: name: PhramahaPunsombat Pabhakaro
Publisher: name: DR.KEN Institute of Academic Development and Promotion
Year: 2022
Subjects: Funeral Robe
Theravada Buddhism
Thammayuth Sect.

description: Interdisciplinary Academic and Research Journal, 2, 3, 245-262
Additional file 4 of Can video streaming improve first aid for injured patients? A prospective observational study from Norway
Creators: name: Idland, Siri
name: Kramer-Johansen, Jo
name: Bakke, Håkon Kvåle
name: Hagen, Milada
name: Tønsager, Kristin
name: Platou, Hans-Christian Stoud
name: Hjortdahl, Magnus
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Cell Biology
subject: Sociology
subject: FOS: Sociology
subject: Cancer
subject: Mental Health

description: Supplementary Material 4.
sj-docx-1-hss-10.1177_15563316221140860 – Supplemental material for Higher Adherence to Anterior Cruciate Ligament Injury Prevention Programs Is Associated With Lower Injury Rates: A Meta-Analysis and Meta-Regression
Creators: name: Halvorsen, Kristin C.
name: Marx, Robert G.
name: Wolfe, Isabel
name: Taber, Caroline
name: Jivanelli, Bridget
name: Pearle, Andrew D.
name: Ling, Daphne I.
Publisher: name: SAGE Journals
Year: 2022
Subjects: subject: 110323 Surgery
subject: FOS: Clinical medicine

description: Supplemental material, sj-docx-1-hss-10.1177_15563316221140860 for Higher Adherence to Anterior Cruciate Ligament Injury Prevention Programs Is Associated With Lower Injury Rates: A Meta-Analysis and Meta-Regression by Kristin C. Halvorsen, Robert G. Marx, Isabel Wolfe, Caroline Taber, Bridget Jivanelli, Andrew D. Pearle and Daphne I. Ling in HSS Journal®: The Musculoskeletal Journal of Hospital for Special Surgery