cometadata/datacite-rtg-text-other-reclassification-records huggingface dataset:
Standardised schema and taxonomy for AI incident databases in critical digital infrastructure
Creators: name: Agarwal, Avinash
name: Nene, Manisha J.
Publisher: name: arXiv
Year: 2025
Subjects: subject: Computers and Society (cs.CY)
subject: Artificial Intelligence (cs.AI)
subject: Human-Computer Interaction (cs.HC)
subject: FOS: Computer and information sciences

description: The rapid deployment of Artificial Intelligence (AI) in critical digital infrastructure introduces significant risks, necessitating a robust framework for systematically collecting AI incident data to prevent future incidents. Existing databases lack the granularity as well as the standardized structure required for consistent data collection and analysis, impeding effective incident management. This work proposes a standardized schema and taxonomy for AI incident databases, addressing these challenges by enabling detailed and structured documentation of AI incidents across sectors. Key contributions include developing a unified schema, introducing new fields such as incident severity, causes, and harms caused, and proposing a taxonomy for classifying AI incidents in critical digital infrastructure. The proposed solution facilitates more effective incident data collection and analysis, thus supporting evidence-based policymaking, enhancing industry safety measures, and promoting transparency. This work lays the foundation for a coordinated global response to AI incidents, ensuring trust, safety, and accountability in using AI across regions.
description: 6 pages, 3 tables. Accepted at the 2024 IEEE Pune Section International Conference (PuneCon)
Locating Shortages in Migrants' Origin Countries: A Big Data Approach
Creators: name: Poeschel, Friedrich
Publisher: name: Global Strategy for Skills, Migration and Development (GS4S)
Year: 2024
Subjects: Shortages
Online job adverts
Web scraping
Vacancies
BLMA
Global skills partnerships

description: This working paper is D7.3 (T3.1) of the Horizon Europe project 'Global Strategy for Skills, Migration and Development' (GS4S). The working paper documents a data collection on vacancies published online, which is being implemented by web scraping online platforms in selected non-EU countries. The data collection aims at locating labour or skill shortages in important origin countries of migration to the EU. Where the shortages coincide with shortages in EU countries, a skill partnership could address both shortages simultaneously. The potential of the web scraped data are explored based on the initial wave of the data collection. The note concludes by outlining how the data collection can be transformed into measures of shortages at the level of occupations and skills.
sj-docx-1-ebi-10.1177_02780771241250116 - Supplemental material for Edible Mushrooms of Peri-Urban Kichwa Communities in the Andes-Amazon Piedmont, Ecuador
Creators: name: Vicente-Pérez, Katia
name: Vasco-Palacios, Aída M.
name: Zurita-Benavides, Maria Gabriela
name: Peñuela Mora, Maria Cristina
Publisher: name: SAGE Journals
Year: 2024
Subjects: subject: Anthropology
subject: FOS: Sociology

description: Supplemental material, sj-docx-1-ebi-10.1177_02780771241250116 for Edible Mushrooms of Peri-Urban Kichwa Communities in the Andes-Amazon Piedmont, Ecuador by Katia Vicente-Pérez, Aída M. Vasco-Palacios, Maria Gabriela Zurita-Benavides, and Maria Cristina Peñuela Mora in Journal of Ethnobiology
Supplemental Material - Goals of Morbidity and Mortality meetings in paediatric acute care. A qualitative case study
Creators: name: Jeffs, Emma
name: Newall, Fiona
name: Delany, Clare
name: Kinney, Sharon
Publisher: name: SAGE Journals
Year: 2024
Subjects: Health and Community Services
Nursing not elsewhere classified
Paediatrics

description: Supplemental Material for Goals of Morbidity and Mortality meetings in paediatric acute care. A qualitative case study by Emma Louise Jeffs, Fiona Newall, Clare Delany, and Sharon Kinney in Journal of Child Health Care.
sj-pdf-4-sph-10.1177_19417381241255329 – Supplemental material for Diving Into the Health Problems of Competitive Divers: A Systematic Review of Injuries and Illnesses in Pre-elite and Elite Diving Athletes
Creators: name: Currie, Benjamin M.
name: Drew, Michael K.
name: Hetherington, Michael
name: Waddington, Gordon
name: Brown, Nicholas A.T.
name: Toohey, Liam A.
Publisher: name: SAGE Journals
Year: 2024
Subjects: Health and Community Services
Orthopaedics
Sports Medicine

description: Supplemental material, sj-pdf-4-sph-10.1177_19417381241255329 for Diving Into the Health Problems of Competitive Divers: A Systematic Review of Injuries and Illnesses in Pre-elite and Elite Diving Athletes by Benjamin M. Currie, Michael K. Drew, Michael Hetherington, Gordon Waddington, Nicholas A.T. Brown and Liam A. Toohey in Sports Health
sj-docx-1-epe-10.1177_1356336X241255189 - Supplemental material for Physical education pre-service teachers’ perceptions of learning about the spectrum of teaching styles and its role in their pedagogical awareness and practice
Creators: name: Simonton, Kelly L.
name: Haneishi, Kanae
name: Gray, Aimee
name: Espinoza, Celina
Publisher: name: SAGE Journals
Year: 2024
Subjects: Education

description: Supplemental material, sj-docx-1-epe-10.1177_1356336X241255189 for Physical education pre-service teachers’ perceptions of learning about the spectrum of teaching styles and its role in their pedagogical awareness and practice by Kelly L. Simonton, Kanae Haneishi, Aimee Gray and Celina Espinoza in European Physical Education Review
The Overeducation of Immigrants in Europe
Creators: name: Dalmonte, Angela
name: Frattini, Tommaso
name: Giorgini, Sofia
Publisher: name: Global Strategy for Skills, Migration and Development (GS4S)
Year: 2024
Subjects: Skill mismatch
EU labour markets
Immigration

description: This working paper is D7.3 (T5.1) of the Horizon Europe project 'Global Strategy for Skills, Migration and Development' (GS4S). The paper explores the overeducation of tertiary-educated migrants in European labour markets. Using data from the European Labour Force Survey (2012–2022), we show that immigrants, particularly those from non-EU countries, are significantly more likely to be overeducated than natives. Despite a general decline in overeducation levels for all groups over time, the immigrant-native gap remains, especially for foreign-educated migrants. Furthermore, the likelihood of overeducation for foreign-educated migrants increases until 15–19 years after migration, a pattern consistent across all areas of origin and migration cohorts. Importantly, differences in educational quality between origin and destination countries do not primarily account for these overeducation differentials. The findings underscore the need for policies that better align immigrants’ skills with labour market demands in Europe to avoid the waste of valuable immigrants’ skills, which are harmful not only to migrants but to the economies of receiving countries too.
sj-docx-1-try-10.1177_11786469241257816 – Supplemental material for Periconceptional Non-medical Maternal Determinants Influence the Tryptophan Metabolism: The Rotterdam Periconceptional Cohort (Predict Study)
Creators: name: van Zundert, Sofie KM
name: van Rossem, Lenie
name: Mirzaian, Mina
name: Griffioen, Pieter H
name: Willemsen, Sten P
name: van Schaik, Ron HN
name: Steegers-Theunissen, Régine PM
Publisher: name: SAGE Journals
Year: 2024
Subjects: Biochemistry

description: Supplemental material, sj-docx-1-try-10.1177_11786469241257816 for Periconceptional Non-medical Maternal Determinants Influence the Tryptophan Metabolism: The Rotterdam Periconceptional Cohort (Predict Study) by Sofie KM van Zundert, Lenie van Rossem, Mina Mirzaian, Pieter H Griffioen, Sten P Willemsen, Ron HN van Schaik and Régine PM Steegers-Theunissen in International Journal of Tryptophan Research
Manual of recommendations for an efficient use of water in chestnut groves
Creators: name: Mosquera-Losada, María Rosa
name: Ferreiro-Domínguez, Nuria
Publisher: name: Zenodo
Year: 2025
Subjects: Agroforestry

description: The study highlighted the sensitivity of chestnut trees to water scarcity in the summer; particularly in new plantations in the Extremadura region; Spain; where water supply is limited and irregular. In response to this challenge; the CASTANEA operational group focused on implementing techniques to mitigate water stress in chestnut trees. The results indicated that to maintain chestnut production and quality; it is essential to maintain good water status during critical growth and fruiting periods. Key recommendations include subsoiling the soil before planting to improve water retention capacity; using localized irrigation systems; drip irrigation; or micro-sprinklers; and regularly monitoring the water status of the trees. Additionally; it is vital to implement appropriate irrigation scheduling; avoid overwatering; and apply prolonged irrigation at the beginning of the growth cycle; especially after dry periods. These measures aim to optimize water use and ensure the health and productivity of chestnut trees; particularly in the face of climate change
sj-docx-2-sph-10.1177_19417381241256973 – Supplemental material for Return to Running for Postpartum Elite and Subelite Athletes
Creators: name: Woodroffe, Lisa
name: Slayman, Tyler
name: Paulson, Amanda
name: Kruse, Natalie
name: Mancuso, Abigail
name: Hall, Mederic
Publisher: name: SAGE Journals
Year: 2024
Subjects: Health and Community Services
Orthopaedics
Sports Medicine

description: Supplemental material, sj-docx-2-sph-10.1177_19417381241256973 for Return to Running for Postpartum Elite and Subelite Athletes by Lisa Woodroffe, Tyler Slayman, Amanda Paulson, Natalie Kruse, Abigail Mancuso and Mederic Hall in Sports Health
sj-docx-1-tec-10.1177_02711214241257845 – Supplemental material for Preschool Teachers’ Perceived Efficacy Providing Mathematics Instruction to Young Children With and Without Disabilities: A Survey Study
Creators: name: Hardy, Jessica K.
name: Terol, Adriana Kaori
Publisher: name: SAGE Journals
Year: 2024
Subjects: Education
Psychology not elsewhere classified
Special Education and Disability

description: Supplemental material, sj-docx-1-tec-10.1177_02711214241257845 for Preschool Teachers’ Perceived Efficacy Providing Mathematics Instruction to Young Children With and Without Disabilities: A Survey Study by Jessica K. Hardy and Adriana Kaori Terol in Topics in Early Childhood Special Education
The beauty performances of Black college women: a narrative inquiry study exploring the realities of race, respectability, and beauty standards on a historically white campus
Creators: name: Brevard-Rodriguez, Tamiah N.
Publisher: name: No Publisher Supplied
Year: 2024

description: Beauty is a concept that is socially constructed. Although superficial, beauty is a form of currency that can add value and provide opportunities. The problem with beauty construction is that it is rooted in hegemonic European beauty ideals that negatively rejects Black features and shapes the perceptions of Black women’s appearance and the judgement of their capabilities. For Black women and girls to obtain various levels of success, they are expected to self-manage their perceptions through hair, behavior, and clothing styling, including in educational settings. The purpose of this narrative inquiry study was to learn how a sample of 14 Black college women enrolled at a historically White university were culturally groomed via respectability politics to navigate racialized White academic spaces. This study explored the realities of racial and gendered socialization practices associated with respectability politics as well as beauty performances as a valid navigation tool for young Black women in an academic setting. This narrative inquiry design amplified the experiences of the participants through the theoretical frameworks of Black Feminist Thought and Critical Race Feminism.This narrative inquiry study utilized purposeful sampling, semi-structured interviews, and photographic artifacts to collect and analyze the data. Narrative and clustering analysis techniques were employed to retell accurate and comprehensive accounts of the participant's collective beauty performance and collegiate experiences. The findings denoted engagement in beautification practices generated both empowerment through affirming identities resistant to erasure, as well as pressures compounding the participants' need to juggle performing for multiple audiences and mental burdens associated with progressing in a White academic environment.
ANALYSIS OF THE ADEQUACY OF THERAPEUTIC NUTRITION IN PATIENTS WITH ENDOCRINOLOGICAL PROFILE
Creators: name: M.D. Burtseva
name: O.N. Smirnova
Publisher: name: Zenodo
Year: 2024

description: The article discusses therapeutic nutrition, which is one of the main aspects in the treatment of patients. In turn, the relevance of the role of a nurse in the organization of therapeutic nutrition in our time is due to: the need to improve the quality of diet therapy, a lack of understanding of the importance of therapeutic nutrition among patients, the need of the organization to improve the quality of therapeutic nutrition, the competence of nurses in the organization. diet therapy, in order to avoid possible complications. The provided research allows to deepen knowledge and understanding of the importance of nurses' competence in diet therapy.
sj-docx-1-aut-10.1177_13623613241258546 – Supplemental material for The role of circadian rhythms and sleep in the aetiology of autism spectrum disorder and attention-deficit/hyperactivity disorder: New evidence from bidirectional two-sample Mendelian randomization analysis
Creators: name: Dai, Xiaotian
name: Williams, Gareth J.
name: Groeger, John A.
name: Jones, Gary
name: Brookes, Keeley
name: Zhou, Wei
name: Hua, Jing
name: Du, Wenchong
Publisher: name: SAGE Journals
Year: 2024
Subjects: Psychology not elsewhere classified
Psychiatry (incl. Psychotherapy)
Public Health and Health Services not elsewhere classified
Education
Special Education and Disability

description: Supplemental material, sj-docx-1-aut-10.1177_13623613241258546 for The role of circadian rhythms and sleep in the aetiology of autism spectrum disorder and attention-deficit/hyperactivity disorder: New evidence from bidirectional two-sample Mendelian randomization analysis by Xiaotian Dai, Gareth J. Williams, John A. Groeger, Gary Jones, Keeley Brookes, Wei Zhou, Jing Hua and Wenchong Du in Autism
sj-pdf-1-cat-10.1177_10760296241262789 - Supplemental material for A Practical Nomogram for Predicting the Bleeding Risk in Patients with a History of Myocardial Infarction Treating with Aspirin
Creators: name: Jing, Jin
name: Wanling, Lei
name: Maofeng, Wang
Publisher: name: SAGE Journals
Year: 2024
Subjects: Cardiology
Pharmacology and Pharmaceutical Sciences not elsewhere classified

description: Supplemental material, sj-pdf-1-cat-10.1177_10760296241262789 for A Practical Nomogram for Predicting the Bleeding Risk in Patients with a History of Myocardial Infarction Treating with Aspirin by Jin Jing, Lei Wanling and Wang Maofeng in Clinical and Applied Thrombosis/Hemostasis
Micro- and nano-tubules built from loosely and tightly rolled up thin sheets
Creators: name: Losensky, Luisa
name: Goldenbogen, Björn
name: Holland, Gudrun
name: Laue, Michael
name: Petran, Anca
name: Liebscher, Jürgen
name: Scheidt, Holger
name: Vogel, Alexander
name: Huster, Daniel
name: Klipp, Edda
name: Arbuzova, Anna
Publisher: name: Humboldt-Universität zu Berlin
Year: 2015
Subjects: subject: 540 Chemie und zugeordnete Wissenschaften

description: Available open access thanks to the RSC Gold for Gold initiative. Shared according to the terms set out in the CC licence.
description: Tubular structures built from amphiphilic molecules are of interest for nano-sensing, drug delivery, and structuring of oils. In this study, we characterized the tubules built in aqueous suspensions of a cholesteryl nucleoside conjugate, cholesterylaminouridine (CholAU) and phosphatidylcholines (PCs). In mixtures with unsaturated PCs having chain lengths comparable to the length of CholAU, two different types of tubular structures were observed; nano- and micro-tubules had average diameters in the ranges 50–300 nm and 2–3 μm, respectively. Using cryo scanning electron microscopy (cryo-SEM) we found that nano- and micro-tubules differed in their morphology: the nano-tubules were densely packed, whereas micro-tubules consisted of loosely rolled undulated lamellas. Atomic force microscopy (AFM) revealed that the nano-tubules were built from 4 to 5 nm thick CholAU-rich bilayers, which were in the crystalline state. Solid-state 2H NMR spectroscopy also confirmed that about 25% of the total CholAU, being about the fraction of CholAU composing the tubules, formed the rigid crystalline phase. We found that CholAU/PC tubules can be functionalized by molecules inserted into lipid bilayers and fluorescently labeled PCs and lipophilic nucleic acids inserted spontaneously into the outer layer of the tubules. The tubular structures could be loaded and cross-linked, e.g. by DNA hybrids, and, therefore, are of interest for further development, e.g. as a depot scaffold for tissue regeneration.
New Insights into Catechol Oxidation – Application of Ammonium Peroxydisulfate in the Presence of Arylhydrazines
Creators: name: Petran, Anca
name: Popa, Adriana
name: Hadade, Niculina Daniela
name: Liebscher, Jürgen
Publisher: name: Humboldt-Universität zu Berlin
Year: 2020
Subjects: subject: C−C coupling
subject: diazo compounds
subject: EPR spectroscopy
subject: hydrazones
subject: oxidation
subject: radicals
subject: 540 Chemie und zugeordnete Wissenschaften

description: The oxidative polymerisation of catechols in the presence of amino groups is an important reaction leading to polymers or oligomers of great practical importance. We present here, the oxidative polymerisation in the presence of nitro‐substituted aryl hydrazines using ammonium peroxydisulfate (APS) as oxidizing reagent in the presence of Tris‐buffer. Mixtures of deeply coloured oligomers are formed and analysed by FTIR‐, NMR‐, ESR‐spectroscopy and, in particular, by HR‐ESI MS. The reaction occurred by C−C, C−O and C−N bond formation leading to aryl‐aryl, aryl‐O‐aryl, aryl‐N=N structural elements. In some cases, both N‐atoms of the starting aryl hydrazine have been lost during reaction. Remarkably, diaryl azo compounds as structurally similar with azo dyes were also formed. Their reaction with APS was investigated. These results provide new insight into the oxidative depletion of azo dyes with APS in industrial waste water treatment.
title: The Institute for the Preservation of Medical Traditions, Smithsonian Institution, Washington, D.C
Creators: name: Veiga, Paula
Publisher: name: CHAM - Centro de História de Além-Mar, Faculdade de Ciências Sociais e Humanas, Universidade NOVA de Lisboa
Year: 2011

description: Veiga, Paula (2011). The Institute for the Preservation of Medical Traditions, Smithsonian Institution, Washington, D.C. Res Antiquitatis. Journal of Ancient History, 2, pp. 311-319. ISSN: 1647-5852
sj-docx-1-eae-10.1177_0958305X241258795 - Supplemental material for Utilization and challenges of artificial intelligence in the energy sector
Creators: name: Park, Chankook
name: Kim, Minkyu
Publisher: name: SAGE Journals
Year: 2024
Subjects: Geography

description: Supplemental material, sj-docx-1-eae-10.1177_0958305X241258795 for Utilization and challenges of artificial intelligence in the energy sector by Chankook Park and Minkyu Kim in Energy & Environment
FOUNDATIONS FOR CREATING SAFE AND HEALTHY WORKING CONDITIONS IN THE MANUFACTORING SECTOR
Creators: name: Shukurova Farangiz  Karshi-Engineering-Economics Institute "Labor protection and Technical Safety" student of the Department
Publisher: name: Zenodo
Year: 2024

description: The results of scientific research on existing problems and their elimination in order to create safe and healthy working conditions in the production sector are presented. The article also contains a scientific proposal formulated by the author and practical recommendations on this issue.

Key words and phrases: labor protection, certification, safety techniques, dangerous and harmful factors, accidents, production, “Human-Machine-Environment” system, safety, guidance
sj-docx-3-cre-10.1177_02692155241258903 - Supplemental material for The effectiveness of social prescribing in the management of long-term conditions in community-based adults: A systematic review and meta-analysis
Creators: name: O’Sullivan, Declan J
name: Bearne, Lindsay M
name: Harrington, Janas M
name: Cardoso, Jefferson R
name: McVeigh, Joseph G
Publisher: name: SAGE Journals
Year: 2024
Subjects: subject: Neurology and Neuromuscular Diseases
subject: FOS: Clinical medicine
subject: Orthopaedics
subject: Sports Medicine

description: Supplemental material, sj-docx-3-cre-10.1177_02692155241258903 for The effectiveness of social prescribing in the management
of long-term conditions in community-based adults: A systematic review and meta-analysis by Declan J O’Sullivan, Lindsay M Bearne, Janas M Harrington, Jefferson R Cardoso and Joseph G McVeigh in Clinical Rehabilitation
sj-pdf-5-cre-10.1177_02692155241258903 - Supplemental material for The effectiveness of social prescribing in the management of long-term conditions in community-based adults: A systematic review and meta-analysis
Creators: name: O’Sullivan, Declan J
name: Bearne, Lindsay M
name: Harrington, Janas M
name: Cardoso, Jefferson R
name: McVeigh, Joseph G
Publisher: name: SAGE Journals
Year: 2024
Subjects: subject: Neurology and Neuromuscular Diseases
subject: FOS: Clinical medicine
subject: Orthopaedics
subject: Sports Medicine

description: Supplemental material, sj-pdf-5-cre-10.1177_02692155241258903 for The effectiveness of social prescribing in the management
of long-term conditions in community-based adults: A systematic review and meta-analysis by Declan J O’Sullivan, Lindsay M Bearne, Janas M Harrington, Jefferson R Cardoso and Joseph G McVeigh in Clinical Rehabilitation
sj-docx-3-cpc-10.1177_10556656241261918 - Supplemental material for Cleft lip Sidedness and the Association with Additional Congenital Malformations
Creators: name: Fell, Matthew
name: Fitzsimons, Kate J.
name: Hamilton, Mark J.
name: Medina, Jibby
name: Butterworth, Sophie
name: Park, Min Hae
name: Van der Meulen, Jan
name: Lewis, Sarah
name: Chong, David
name: Russell, Craig JH
Publisher: name: SAGE Journals
Year: 2024
Subjects: Surgery

description: Supplemental material, sj-docx-3-cpc-10.1177_10556656241261918 for Cleft lip Sidedness and the Association with Additional Congenital Malformations by Matthew Fell, Kate J. Fitzsimons, Mark J. Hamilton, Jibby Medina, Sophie Butterworth, Min Hae Park, Jan Van der Meulen, Sarah Lewis, David Chong and Craig JH Russell in The Cleft Palate Craniofacial Journal
Supplemental Material - Maternal and Paternal Parenting and Maltreatment in Relation to Callous-Unemotional Traits in Detained Male Adolescents
Creators: name: Cassart, Thomas
name: Vandevelde, Stijn
name: Colins, Olivier F.
Publisher: name: SAGE Journals
Year: 2024
Subjects: Criminology not elsewhere classified

description: Supplemental Material for Maternal and Paternal Parenting and Maltreatment in Relation to Callous-Unemotional Traits in Detained Male Adolescents by Thomas Cassart, Stijn Vandevelde, and Olivier F. Colins in Youth Violence and Juvenile Justice
sj-docx-2-tar-10.1177_17534666241259634 – Supplemental material for Comparative effectiveness and safety of triple therapy and non-triple therapy interventions for COPD: an overview of systematic reviews
Creators: name: Zhang, Shujuan
name: Wang, Jun
name: Li, Xuanlin
name: Zhang, Hailong
Publisher: name: SAGE Journals
Year: 2024
Subjects: Aged Health Care
Pharmacology and Pharmaceutical Sciences not elsewhere classified
Respiratory Diseases

description: Supplemental material, sj-docx-2-tar-10.1177_17534666241259634 for Comparative effectiveness and safety of triple therapy and non-triple therapy interventions for COPD: an overview of systematic reviews by Shujuan Zhang, Jun Wang, Xuanlin Li and Hailong Zhang in Therapeutic Advances in Respiratory Disease
Supplemental Material, Cell_transplantation_revision11-16-17_3 - Effects of Brain-Derived Neurotrophic Factor on MicroRNA Expression Profile in Human Endothelial Progenitor Cells
Creators: name: He, Tongrong
name: Sun, Ruohan
name: Li, Ying
name: S. Katusic, Zvonimir
Publisher: name: SAGE Journals
Year: 2018
Subjects: Medicine
Cell Biology

description: Supplemental Material, Cell_transplantation_revision11-16-17_3 for Effects of Brain-Derived Neurotrophic Factor on MicroRNA Expression Profile in Human Endothelial Progenitor Cells by Tongrong He, Ruohan Sun, Ying Li, and Zvonimir S. Katusic in Cell Transplantation
Supplemental Material, jspr-17-012-File002 - Communal one day, exchange the next: Daily relationship orientation mediates the influence of perceived stress on constructive interactions in close relationships
Creators: name: Tianyuan Li
name: Fung, Helene H.
Publisher: name: SAGE Journals
Year: 2018
Subjects: subject: 200199 Communication and Media Studies not elsewhere classified
subject: FOS: Media and communications
subject: 170199 Psychology not elsewhere classified
subject: FOS: Psychology

description: Supplemental Material, jspr-17-012-File002 for Communal one day, exchange the next: Daily relationship orientation mediates the influence of perceived stress on constructive interactions in close relationships by Tianyuan Li and Helene H. Fung in Journal of Social and Personal Relationships
eup-17-1402-File002 -Supplemental material for Planned fiscal adjustments: Do governments fulfil their commitments?
Creators: name: Gupta, Sanjeev
name: Jalles, João T
name: Mulas-Granados, Carlos
name: Schena, Michela
Publisher: name: SAGE Journals
Year: 2018
Subjects: subject: 160607 International Relations
subject: FOS: Political science
subject: 120505 Regional Analysis and Development
subject: FOS: Social and economic geography

description: Supplemental material, eup-17-1402-File002 for Planned fiscal adjustments: Do governments fulfil their commitments? by Sanjeev Gupta, João T Jalles, Carlos Mulas-Granados and Michela Schena in European Union Politics
Diversity Management: Development, Practices, and Perceptions among State and Local Government Agencies
Creators: name: Wyatt-Nichol, Heather
name: Antwi-Boasiako, Kwame
Publisher: name: Maryland Shared Open Access Repository
Year: 2012
Subjects: Diversity Management, Public Personnel, IPMA, State and Local Government, Diversity practices

description: As diversity increases among citizens and employees, human resource
practitioners in the public sector have come to view diversity
management strategies as essential for the effective performance of
organizations. An examination of best practices among private and
public organizations reveals common components necessary for
successful diversity initiatives. While there have been numerous
studies on diversity management in the federal government, far less is
known about diversity management at the state and local level. In light
of the best practices research on the factors necessary for successful
diversity management, this study examines the extent of diversity
initiatives at various state and local government agencies. Measures
used to develop diversity strategies, diversity management practices,
professional development initiatives, organizational policies, and
perceptions of effectiveness are considered. The findings demonstrate
a few variations based on level of government, region, and size of
agency. In addition, the majority of respondents believed that the
organization’s diversity strategy was effective at recruitment, retention,
development, and promotion; however, there was uncertainty about the
effectiveness of the diversity strategy on organizational performance.
Getting Started With Lsst
Creators: name: Sick, Jonathan
Publisher: name: Zenodo
Year: 2016
Subjects: lsst

description: There are many ways participate in the LSST project. This talk provides some links to websites that can help you follow LSST news and join LSST's Science Collaborations. To enable discussions across the LSST Project and the astronomy community, we also provide the https://community.lsst.org forum and the https://lsstc.slack.com chat platform.
title: Exhibition: Torre de Babel – Historia y Mito Museo Arqueológico de Murcia (Spain) 9th December 2010 – 20th March 2011
Creators: name: Almeida, Isabel
name: Duque, Luís
name: Rosa, Maria de Fátima
Publisher: name: CHAM - Centro de História de Além-Mar, Faculdade de Ciências Sociais e Humanas, Universidade NOVA de Lisboa
Year: 2007

description: Almeida, Isabel; Duque, Luís; Rosa, Maria de Fátima (2011). Exhibition: Torre de Babel – Historia y Mito Museo Arqueológico de Murcia (Spain) 9th December 2010 – 20th March 2011. Res Antiquitatis. Journal of Ancient History, 2, pp. 321-327. ISSN: 1647-5852
sj-pdf-1-jcc-10.1177_00220221241255615 – Supplemental material for The Role of Perceived Forms of Discrimination Within the Psychological Acculturation Process of First-Generation Immigrants: A Scoping Review
Creators: name: Piccinelli, Elena
name: Vauclair, Christin-Melanie
name: Dollner Moreira, Claudia
Publisher: name: SAGE Journals
Year: 2024
Subjects: Psychology not elsewhere classified

description: Supplemental material, sj-pdf-1-jcc-10.1177_00220221241255615 for The Role of Perceived Forms of Discrimination Within the Psychological Acculturation Process of First-Generation Immigrants: A Scoping Review by Elena Piccinelli, Christin-Melanie Vauclair and Claudia Dollner Moreira in Journal of Cross-Cultural Psychology
Supplemental Material - Assessing the Interplay Between Public Attention and Government Responsiveness With Digital Trace Data: Navigating Leadership and Followership in China’s COVID-19 Vaccination Campaign
Creators: name: Song, Yunya
name: Xu, Ran
name: Huang, Yi-Hui Christine
name: Ni, Shijun
name: Fan, Yining
Publisher: name: SAGE Journals
Year: 2024
Subjects: subject: Science Policy
subject: Sociology
subject: FOS: Sociology

description: Supplemental Material for Assessing the Interplay Between Public Attention and Government Responsiveness With Digital Trace Data: Navigating Leadership and Followership in China’s COVID-19 Vaccination Campaign in Yunya Song, Ran Xu, Yi-Hui Christine Huang, Shijun Ni, and Yining Fan in Social Science Computer Review
Radiation sputtering of hydrocarbon ices at Europa-relevant temperatures
Creators: name: Chandra, Sankhabrata
name: Henderson, Bryana L.
name: Gudipati, Murthy S.
Publisher: name: arXiv
Year: 2025
Subjects: subject: Earth and Planetary Astrophysics (astro-ph.EP)
subject: Instrumentation and Methods for Astrophysics (astro-ph.IM)
subject: Materials Science (cond-mat.mtrl-sci)
subject: FOS: Physical sciences

description: The surfaces of some icy moons, such as Jupiter's moon Europa, are heavily bombarded by energetic particles that can alter the surface materials and affect the composition of its exosphere. Detection of CO2 on Europa's surface indicate that Europa's interior may be transporting freshly exposed carbon-containing material to the surface. It is unknown whether this CO2 is a product of radiation of carbon-containing precursors or whether it is present in the initial deposits. Regardless, further radiolysis by high-energy electrons or ions can sputter CO2 (and organic fragments if present) into Europa's exosphere. In this study, we investigate the radiation sputtering of CO2 and organic fragments from hydrocarbon water ice mixtures at different Europa-relevant surface temperatures to identify how its sputtering products evolve over time. This study shows that the sputtering of hydrocarbon water ice leads to the production of mostly CO2, CO, and fragmented hydrocarbons. The onset of sputtered hydrocarbons is immediate, and quickly reaches a steady state, whereas CO2 and CO are formed more gradually. It is found that higher temperatures cause more sputtering, and that there are some notable differences in the distribution of species that are sputtered at different temperatures, indicating local heterogeneity of sputtering yields depending on the surface temperature.
description: Published in Icarus
Social Class and Socioeconomic Status:  Relevance and Inclusion in MPA/MPP Programs
Creators: name: Wyatt-Nicol, Heather
name: Brown, Samuel
name: Haynes, Warren
Publisher: name: Maryland Shared Open Access Repository
Year: 2011
Subjects: Social class, socioeconomic status, higher education, first generation students, MPA Programs, NASPAA

description: Social equity has been challenged in recent years through increasing income inequality. The widening gap between the rich and the poor contributes to economic segregation among regions and neighborhoods and has a direct impact on public service delivery. This article examines declining mobility, economic segregation, and education to demonstrate the relevance of social class and socioeconomic status to the field of public administration. The potential for positive change lies in the willingness of scholars to advance social equity through representation, research, and pedagogy.
description: http://www.naspaa.org/JPAEMessenger/index_2011spring.asp
sj-docx-8-tpx-10.1177_01926233241255125 – Supplemental material for A Minimal Approach to Demonstrate Concordance of Digital and Conventional Microscopy in Toxicologic Pathology
Creators: name: Lempp, Charlotte
name: Arms, Stefanie
name: Bertram, Christof Albert
name: Klopfleisch, Robert
name: Igl, Bernd-Wolfgang
name: Hezler, Leonie
name: Nolte, Thomas
name: Pohlmeyer-Esch, Gabriele
Publisher: name: SAGE Journals
Year: 2024
Subjects: Pharmacology and Pharmaceutical Sciences not elsewhere classified

description: Supplemental material, sj-docx-8-tpx-10.1177_01926233241255125 for A Minimal Approach to Demonstrate Concordance of Digital and Conventional Microscopy in Toxicologic Pathology by Charlotte Lempp, Stefanie Arms, Christof Albert Bertram, Robert Klopfleisch, Bernd-Wolfgang Igl, Leonie Hezler, Thomas Nolte and Gabriele Pohlmeyer-Esch in Toxicologic Pathology
A View from the 50th Street gGate on Washington Avenue: Reflections of a Working Class Academic.
Creators: name: Wyatt-Nichol, Heather
Publisher: name: Maryland Shared Open Access Repository
Year: 2012
Subjects: First generation students, social class, higher education

description: This manuscript offers a firsthand account of obstacles I experienced as a
working-class, first-generation college student and how my origins still affect
my thoughts and actions as a professor of Public Administration. In this
context, I consider larger issues of social class in admissions and the overall
college experience, including proposing strategies to help students, especially
those whose backgrounds are similar to mine, to maximize their odds of
finishing their degrees. The manuscript ends by proposing that our field
begin placing more emphasis on understanding social class inequalities.
description: http://www.naspaa.org/JPAEMessenger/index_2012winter.asp
The Enduring Myth of the American Dream: Mobility, Marginalization, and Hope.
Creators: name: Wyatt-Nichol, Heather
Publisher: name: Maryland Shared Open Access Repository
Year: 0
Subjects: American Dream, Social Class, Mobility, DNC Speeches, Institutional Isomorphism

description: The American Dream functions as a myth within our political
discourse by providing hope to citizens and reinforcing beliefs in the
protestant work ethic and meritocracy. This article examines the myth
through categories of mobility, marginalization, and hope. Elite theory and
institutional isomorphism are used to explore business privilege within
Public Administration. The ability to reframe the American Dream is
considered through an examination of select speeches at the 2008
Democratic National Convention. Despite evidence of declining mobility and
structural inequality, citizens cling to the myth. One explanation is that
marginalization perpetuates the American Dream by crowding out issues of
social class through various methods of institutional isomorphism. Another
explanation is that the dream endures because it can be re-conceptualized.
description: http://pracademics.com/index.php/ijotb/73-ijotb-years/ijotb-2011/volume-14-number-2-summer-2011/391-the-enduring-myth-of-the-american-dream-mobility-marginalization-and-hope
sj-docx-1-srd-10.1177_23780231241259653 – Supplemental material for The Demographic Intersection of Age, Race, and Immigrant Composition in the United States
Creators: name: Brooks, Matthew M.
Publisher: name: SAGE Journals
Year: 2024
Subjects: subject: Sociology
subject: FOS: Sociology

description: Supplemental material, sj-docx-1-srd-10.1177_23780231241259653 for The Demographic Intersection of Age, Race, and Immigrant Composition in the United States by Matthew M. Brooks in Socius
THE USE OF GEOGRAPHIC INFORMATION SYSTEMS (GIS)  IN CORPORATE WEB APPLICATIONS
Creators: name: S.M. Levin
name: I.G. Vasiliev
Publisher: name: Zenodo
Year: 2024

description: The article discusses the integration of Geographic Information Systems (GIS) into web applications, using the example of LLC "Gazprom Transgaz Tomsk", illustrating a significant increase in operational efficiency due to this integration. The implementation of GIS has enhanced the management of corporate infrastructure, optimised logistical processes, increased operations safety, and strengthened client interactions. The system provided accurate monitoring, timely response to infrastructure changes, and improved planning for maintenance and repairs. Special attention is given to analysing geospatial data to optimise routes for technical crews and transportation flows, reducing costs and time for delivery and maintenance. The article also considers the impact of GIS on management decisions, showing how precise data analysis leads to more substantiated strategic initiatives, thus enhancing the company's overall productivity. The data and conclusions are supported by specific metrics that improve operational indicators and user feedback, highlighting the role of GIS as a critical element in the structure of modern corporate information systems.
THE INFLUENCE OF NATURALISM AND SOCIETY IN THOMAS HARDY'S WORKS
Creators: name: University of Economics and Pedagogy NTM (Kashkadarya Region) An English teacher Zebo Hamzayeva Murodjon kizi
Publisher: name: Zenodo
Year: 2024

description: Thomas Hardy is often classified as one of the most prominent writers of the Victorian era, renowned for his exploration of the darker aspects of human life. His works, particularly his novels, are heavily influenced by Naturalism, a literary movement that emphasizes the power of the environment, heredity, and social circumstances on human behavior. Hardy’s portrayal of life and society often challenges the idealistic portrayals popular in his time, delving into themes of fatalism, social constraints, and human suffering. Through his complex characters and intricate narratives, Hardy critiques the social structures of Victorian England while exploring the impact of these forces on individuals' lives.

Keywords: naturalism, movement, heredity, portrayal, idealistic, characters, narratives, realism, framework
Supplemental Material - A pilot study examining the impact of a pragmatic process for improving the cultural responsiveness of non-Aboriginal alcohol and other drug treatment services using routinely collected data in Australia
Creators: name: Henderson, Alexandra
name: Shakeshaft, Anthony
name: Allan, Julaine
name: Wallace, Raechel
name: Barker, Daniel
name: Farnbach, Sara
Publisher: name: SAGE Journals
Year: 2024
Subjects: Health and Community Services
Public Health and Health Services not elsewhere classified

description: Supplemental Material for A pilot study examining the impact of a pragmatic process for improving the cultural responsiveness of non-aboriginal alcohol and other drug treatment services using routinely collected data in Australia by Alexandra Henderson, Anthony Shakeshaft, Julaine Allan, Raechel Wallace, Daniel Barker and Sara Farnbach in Journal of Health Services Research & Policy.
sj-docx-1-ijj-10.1177_03064190241261058 - Supplemental material for Sonic gravimeter for determining the acceleration of gravity: A laboratory experiment for undergraduate students
Creators: name: Bernal, Eduardo
name: Martínez-Gutiérrez, Daniel
name: Valera, Benjamin
name: Sánchez, Salvador
name: Posadas, David
name: Ascanio, Gabriel
Publisher: name: SAGE Journals
Year: 2024
Subjects: Engineering not elsewhere classified

description: Supplemental material, sj-docx-1-ijj-10.1177_03064190241261058 for Sonic gravimeter for determining the acceleration of gravity: A laboratory experiment for undergraduate students by Eduardo Bernal, Daniel Martínez-Gutiérrez, Benjamin Valera, Salvador Sánchez, David Posadas and Gabriel Ascanio in International Journal of Mechanical Engineering Education
CycleGuardian: A Framework for Automatic RespiratorySound classification Based on Improved Deep clustering and Contrastive Learning
Creators: name: Chu, Yun
name: Wang, Qiuhao
name: Zhou, Enze
name: Fu, Ling
name: Liu, Qian
name: Zheng, Gang
Publisher: name: arXiv
Year: 2025
Subjects: subject: Sound (cs.SD)
subject: Artificial Intelligence (cs.AI)
subject: Audio and Speech Processing (eess.AS)
subject: FOS: Computer and information sciences
subject: FOS: Electrical engineering, electronic engineering, information engineering

description: Auscultation plays a pivotal role in early respiratory and pulmonary disease diagnosis. Despite the emergence of deep learning-based methods for automatic respiratory sound classification post-Covid-19, limited datasets impede performance enhancement. Distinguishing between normal and abnormal respiratory sounds poses challenges due to the coexistence of normal respiratory components and noise components in both types. Moreover, different abnormal respiratory sounds exhibit similar anomalous features, hindering their differentiation. Besides, existing state-of-the-art models suffer from excessive parameter size, impeding deployment on resource-constrained mobile platforms. To address these issues, we design a lightweight network CycleGuardian and propose a framework based on an improved deep clustering and contrastive learning. We first generate a hybrid spectrogram for feature diversity and grouping spectrograms to facilitating intermittent abnormal sound capture.Then, CycleGuardian integrates a deep clustering module with a similarity-constrained clustering component to improve the ability to capture abnormal features and a contrastive learning module with group mixing for enhanced abnormal feature discernment. Multi-objective optimization enhances overall performance during training. In experiments we use the ICBHI2017 dataset, following the official split method and without any pre-trained weights, our method achieves Sp: 82.06 $\%$, Se: 44.47$\%$, and Score: 63.26$\%$ with a network model size of 38M, comparing to the current model, our method leads by nearly 7$\%$, achieving the current best performances. Additionally, we deploy the network on Android devices, showcasing a comprehensive intelligent respiratory sound auscultation system.
DDI Alliance Strategic Plan, 2021-2023
Creators: name: DDI Alliance
Publisher: name: Zenodo
Year: 2021

description: As the DDI Alliance moves into the next phase of its development, three overarching priorities need to be addressed:

DDI user community: how do we engage with the DDI community and understand the community’s needs?

Organisational needs: what structures and systems does the Alliance need in order to meet those needs, and how will it maintain those structures and systems in the long term?

Standards and work products: what standards and products does the Alliance provide and maintain, and how do those meet the needs of the Alliance and the broader community?
HDF5 File Image Operations
Creators: name: The HDF Group
Publisher: name: Zenodo
Year: 2012

description: File image operations allow users to work with HDF5 files in memory in the same ways that users currentlywork with HDF5 files on disk. Disk I/O is not required when file images are opened, created, read from, orwritten to.

An HDF5 file image is an HDF5 file that is held in a buffer in main memory. Setting up a file image in memoryinvolves using either a buffer in the file access property list or a buffer in the Core (aka Memory) file driver.

The advantage of working with a file in memory is faster access to the data.
Real talk: exploring world language teachers’ beliefs and practices related to authentic texts
Creators: name: Ehrenfeld, Megan Alyssa
Publisher: name: No Publisher Supplied
Year: 2024

description: Language is connected to a people, culture, history, and communicative purpose. One way world language teachers help students explore the intersections of culture and language is through the use of authentic texts, such as films, newspapers, podcasts, videos, music or short stories (see: Pinzón, 2020). While the research points to the success of using authentic texts in the world language classroom, there are fewer studies from teachers’ perspectives about their beliefs and practices related to authentic texts. Drawing on Borg’s (2009) theory of language teacher cognition and raciolinguistic ideologies (Flores & Rosa, 2015) this qualitative interview study sought to examine the following questions: 1) What are middle and high school world language teachers’ beliefs related to authentic texts? 2) What are middle and high school world language teachers’ practices related to authentic texts? 3) What do teachers’ reported beliefs and practices about authentic texts suggest for future PD initiatives? To better understand teachers’ beliefs and practices related to authentic texts, 14 middle and high school world language teachers were interviewed over three months. Teaching materials were also collected from each participant to uncover connections between how teachers define and use authentic texts. Data were analyzed by transcribing and coding the interviews and reviewing notes related to the teaching materials. Charts and notes helped illuminate patterns in the codes, and I used memoing as well as my theoretical framework and research questions to identify patterns between codes which led to larger themes in the data set. This study found that teachers’ beliefs related to authentic texts had less impact on their teaching practice than did their overall pedagogical beliefs. Teachers were found to use a wide variety of texts in their classes, but how they used them reflected their instructional goals. While the majority of teachers used authentic texts to help their students make connections between language and culture, only one teacher used a critical approach to language pedagogy in his classes. These findings suggest that the term “authentic texts” might be irrelevant and that what’s more important is the types of texts teachers use and how they use them. These findings also suggest that in-service world language teachers would benefit from professional development to support them in using authentic texts through a critical lens which foregrounds not one language but the linguistic diversity of the target-language communities.
Consciousness as Temporal Integration: An Astrocyte-Centered Framework for Understanding Experience
Creators: name: McClure, Joseph
Publisher: name: Zenodo
Year: 2024
Subjects: Consciousness
Astrocytes,
Global Workspace Theory
Predictive Coding
Neuroscience
Metabolic Support,
Temporal Integration

description: This paper presents a theoretical framework that positions astrocytes as essential modulators in consciousness through their role in precision weighting, metabolic regulation, and the structuring of temporal experience. The model integrates principles from predictive coding and the Global Workspace Theory, proposing that astrocytes’ metabolic support enables the continuous flow of subjective time. This astrocyte-centered framework  offers new insights into the mechanisms underlying conscious experience. Questions or comments email jsmcclure3@gmail.com