cometadata/datacite-rtg-text-other-reclassification-records huggingface dataset:
VAW_ELP_updated_Bates – Supplemental material for Honor-Based Abuse in England and Wales: Who Does What to Whom?
Creators: name: Bates, Lis
Publisher: name: SAGE Journals
Year: 2020
Subjects: subject: 160299 Criminology not elsewhere classified
subject: FOS: Law

description: Supplemental material, VAW_ELP_updated_Bates for Honor-Based Abuse in England and Wales: Who Does What to Whom? by Lis Bates in Violence Against Women
REV1_Supplementary_figures2 – Supplemental material for Assessment of the additional clinical potential of X-ray dark-field imaging for breast cancer in a preclinical setup
Creators: name: Emons, Julius
name: Fasching, Peter A.
name: Wunderle, Marius
name: Heindl, Felix
name: Rieger, Jens
name: Horn, Florian
name: Pelzer, Georg
name: Ritter, Andre
name: Weber, Thomas
name: Radicke, Marcus
name: Polifka, Iris
name: Wachter, David L.
name: Wenkel, Evelyn
name: Michel, Thilo
name: Uder, Michael
name: Hartmann, Arndt
name: Anton, Gisela
name: Beckmann, Matthias W.
name: Schulz-Wendtland, Rüdiger
name: Jud, Sebastian M.
Publisher: name: SAGE Journals
Year: 2020
Subjects: subject: 111299 Oncology and Carcinogenesis not elsewhere classified
subject: FOS: Clinical medicine
subject: 111702 Aged Health Care
subject: FOS: Health sciences
subject: 111599 Pharmacology and Pharmaceutical Sciences not elsewhere classified
subject: 110203 Respiratory Diseases

description: Supplemental material, REV1_Supplementary_figures2 for Assessment of the additional clinical potential of X-ray dark-field imaging for breast cancer in a preclinical setup by Julius Emons, Peter A. Fasching, Marius Wunderle, Felix Heindl, Jens Rieger, Florian Horn, Georg Pelzer, Andre Ritter, Thomas Weber, Marcus Radicke, Iris Polifka, David L. Wachter, Evelyn Wenkel, Thilo Michel, Michael Uder, Arndt Hartmann, Gisela Anton, Matthias W. Beckmann, Rüdiger Schulz-Wendtland and Sebastian M. Jud in Therapeutic Advances in Medical Oncology
Supplementary document for Homogeneous large field-of-view and compact iSCAT-TIRF setup for dynamic single molecule measurements - 7224713.pdf
Creators: name: De Angelis, Giovanni
name: Abramo, Jacopo
name: Miasnikova, Mariia
name: Taubert, Marcel
name: Eggeling, Christian
name: Reina, Francesco
Publisher: name: Optica Publishing Group
Year: 2025
Subjects: Uncategorized

description: Supplementary Material
Supplemental material for Collision-induced dissociation of stable nitroxides: A combined tandem mass spectrometry and computational study of TEMPO• and SG1•
Creators: name: Gaudel-Siri, Anouk
name: Marchal, Cathie
name: Ledentu, Vincent
name: Gigmes, Didier
name: Siri, Didier
name: Charles, Laurence
Publisher: name: SAGE Journals
Year: 2019
Subjects: subject: 91299 Materials Engineering not elsewhere classified
subject: FOS: Materials engineering

description: Supplemental Material for Collision-induced dissociation of stable nitroxides: A combined tandem mass spectrometry and computational study of TEMPO• and SG1• by Anouk Gaudel-Siri, Cathie Marchal, Vincent Ledentu, Didier Gigmes, Didier Siri and Laurence Charles in European Journal of Mass Spectrometry
Additional file 1 of Determinants of referral for suspected coronary artery disease: a qualitative study based on decision thresholds
Creators: name: Winkler, Katja
name: Gerlach, Navina
name: Donner-Banzhoff, Norbert
name: Berberich, Anika
name: Jung-Henrich, Jutta
name: Schlößler, Kathrin
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Cell Biology
subject: Biotechnology
subject: Sociology
subject: FOS: Sociology

description: Additional file 1.
Supplemental material for Urban redevelopment at the block level: Methodology and its application to all Chinese cities
Creators: name: Han, Zhiyuan
name: Long, Ying
name: Wang, Xuan
name: Hou, Jingxuan
Publisher: name: SAGE Journals
Year: 2019
Subjects: Geography
Urban and Regional Planning not elsewhere classified

description: Supplemental Material for Urban redevelopment at the block level: Methodology and its application to all Chinese cities by Zhiyuan Han, Ying Long, Xuan Wang and Jingxuan Hou in Environment and Planning B: Urban Analytics and City Science
Supplementary document for Homogeneous large field-of-view and compact iSCAT-TIRF setup for dynamic single molecule measurements - 7224713.pdf
Creators: name: De Angelis, Giovanni
name: Abramo, Jacopo
name: Miasnikova, Mariia
name: Taubert, Marcel
name: Eggeling, Christian
name: Reina, Francesco
Publisher: name: Optica Publishing Group
Year: 2024
Subjects: Uncategorized

description: Supplementary Material
Online_Appendix – Supplemental material for Somos Más: How Racial Threat and Anger Mobilized Latino Voters in the Trump Era
Creators: name: Gutierrez, Angela
name: Ocampo, Angela X.
name: Barreto, Matt A.
name: Segura, Gary
Publisher: name: SAGE Journals
Year: 2019
Subjects: subject: 160607 International Relations
subject: FOS: Political science

description: Supplemental material, Online_Appendix for Somos Más: How Racial Threat and Anger Mobilized Latino Voters in the Trump Era by Angela Gutierrez, Angela X. Ocampo, Matt A. Barreto and Gary Segura in Political Research Quarterly
Supplementary document for Evaluation and analysis of the electro-optic effect and the Stark effect in electro-optic polymers by the simple transmission measurement technique without an aperture - 7224895.pdf
Creators: name: Yamada, Toshiki
name: Otomo, Akira
Publisher: name: Optica Publishing Group
Year: 2025
Subjects: Uncategorized

description: Analysis of the electro-optic effect and the Stark effect in electro-optic polymers by the simple transmission measurement technique without an aperture
Supplemental material for What kills us and what moves us: A comparative discourse analysis of heart disease and breast cancer
Creators: name: O’Hanlon, Claire E
Publisher: name: SAGE Journals
Year: 2019
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 for What kills us and what moves us: A comparative discourse analysis of heart disease and breast cancer by Claire E O’Hanlon in Digital Health
title: Utah Growing Water Smart: The Water-Land Use Integration Guidebook for Northern Utah
Creators: name: Kopp, Kelly
name: Endter-Wada, Joanna
Publisher: name: Utah State University
Year: 2024

description: Utah faces a formidable challenge. We have the distinction of being among the most arid states in the nation and one of the fastest growing. At the convergence of these two realities lies the challenge of providing a secure water supply for our growing population — projected to reach approximately 6 million by 20651 — while maintaining environmental health, economic vibrancy, and agricultural productivity.
Supplementary document for Micro-cracks Generation and Growth Manipulation by All-Laser Processing for Low Kerf-loss and High Surface Quality SiC Slicing - 7225058.pdf
Creators: name: Liu, Xiangfu
name: Hong, Minghui
Publisher: name: Optica Publishing Group
Year: 2025
Subjects: Uncategorized

description: Calculation details of SiC average surface roughness and optimization of laser parameters in all-laser processing.
Supplementary_Material – Supplemental material for The Role of ADHD Symptomatology and Emotion Dysregulation in Gambling Disorder
Creators: name: Mestre-Bach, Gemma
name: Steward, Trevor
name: Potenza, Marc N.
name: Granero, Roser
name: Fernández-Aranda, Fernando
name: Mena-Moreno, Teresa
name: Magaña, Pablo
name: Vintró-Alcaraz, Cristina
name: del Pino-Gutiérrez, Amparo
name: Menchón, José M.
name: Jiménez-Murcia, Susana
Publisher: name: SAGE Journals
Year: 2019
Subjects: Education
Psychology not elsewhere classified

description: Supplemental material, Supplementary_Material for The Role of ADHD Symptomatology and Emotion Dysregulation in Gambling Disorder by Gemma Mestre-Bach, Trevor Steward, Marc N. Potenza, Roser Granero, Fernando Fernández-Aranda, Teresa Mena-Moreno, Pablo Magaña, Cristina Vintró-Alcaraz, Amparo del Pino-Gutiérrez, José M. Menchón and Susana Jiménez-Murcia in Journal of Attention Disorders
MPX892389 Supplemental Material3 - Supplemental material for Establishment of a mouse model for injury-induced scar formation and the accompanying chronic pain: Comprehensive microarray analysis of molecular expressions in fibrosis and hyperalgesia
Creators: name: Yuqiang Li
name: Iida, Hiroki
name: Kimata, Koji
name: Lisheng Zhuo
name: Ota, Akinobu
name: Kimura, Shinya
name: Xiaojian Yin
name: Deie, Masataka
name: Ushida, Takahiro
Publisher: name: SAGE Journals
Year: 2020
Subjects: subject: 110904 Neurology and Neuromuscular Diseases
subject: FOS: Clinical medicine
subject: 111702 Aged Health Care
subject: FOS: Health sciences
subject: 111599 Pharmacology and Pharmaceutical Sciences not elsewhere classified
subject: Neuroscience

description: Supplemental material, MPX892389 Supplemental Material3 for Establishment of a mouse model for injury-induced scar formation and the accompanying chronic pain: Comprehensive microarray analysis of molecular expressions in fibrosis and hyperalgesia by Yuqiang Li, Hiroki Iida, Koji Kimata, Lisheng Zhuo, Akinobu Ota, Shinya Kimura, Xiaojian Yin, Masataka Deie and Takahiro Ushida in Molecular Pain
Additional file 5 of Resilience of swine nasal microbiota to influenza A virus challenge in a longitudinal study
Creators: name: Hau, Samantha J.
name: Nielsen, Daniel W.
name: Mou, Kathy T.
name: Alt, David P.
name: Kellner, Steven
name: Brockmeier, Susan L.
Publisher: name: figshare
Year: 2024
Subjects: subject: Microbiology
subject: FOS: Biological sciences

description: Additional file 5. NMDS plot of the nasal microbial communities. Non-metric multidimensional scaling (NMDS) ordination is another way of visualizing the data underlying the PERMANOVA results and was generated using the Bray–Curtis dissimilarity metric calculated with rarefied OTU abundance data (k = 2, stress = 0.165). The plot is split into 9 treatment-by-day panels. The labels at the top of each panel refer to the day sampled (D0 = day 0, D1 = day 1, etc.) Day 0 samples were collected before the animals in IAV group were challenged. Each point represents one sample. The closer samples are to each other the more similar the microbial compositions of the samples are. Samples are linked to the treatment group centroid by segments and the standard error of the treatment group is depicted with an ellipse. Within each day are the two groups: control = red, IAV (influenza A virus) = green. Significant differences in the nasal microbial composition between control and IAV group were observed on days 14 and 21.
Appendix_C_online_supp – Supplemental material for Exploring the Benefits of Transformations in Health Utility Mapping
Creators: name: Mitsakakis, Nicholas
name: Bremner, Karen E.
name: Tomlinson, George
name: Krahn, Murray
Publisher: name: SAGE Journals
Year: 2020
Subjects: subject: 111708 Health and Community Services
subject: FOS: Health sciences
subject: 111799 Public Health and Health Services not elsewhere classified
subject: 160807 Sociological Methodology and Research Methods
subject: FOS: Sociology

description: Supplemental material, Appendix_C_online_supp for Exploring the Benefits of Transformations in Health Utility Mapping by Nicholas Mitsakakis, Karen E. Bremner, George Tomlinson and Murray Krahn in Medical Decision Making
Supplementary document for Chiral Sensing via Dielectric Waveguide-Nanoparticle Array Interactions: A Novel Approach - 7225212.pdf
Creators: name: Nouri, Hamed
name: Askarpour, Amir Nader
name: Dehkhoda, Parisa
name: tavakoli, Ahad
Publisher: name: Optica Publishing Group
Year: 2025
Subjects: Uncategorized

description: Supplement 1
Appendix1 – Supplemental material for Upskilling, Deskilling or Polarisation? Evidence on Change in Skills in Europe
Creators: name: Žilvinas Martinaitis
name: Christenko, Aleksandr
name: Antanavičius, Jonas
Publisher: name: SAGE Journals
Year: 2020
Subjects: subject: 150310 Organisation and Management Theory
subject: FOS: Economics and business
subject: Sociology
subject: FOS: Sociology

description: Supplemental material, Appendix1 for Upskilling, Deskilling or Polarisation? Evidence on Change in Skills in Europe by Žilvinas Martinaitis, Aleksandr Christenko and Jonas Antanavičius in Work, Employment and Society
Supplemental material for Do Not Leave Your Pricing Strategy Hanging: The Elevate Hammock Company
Creators: name: Walker, Deborah
name: Walls, Simon
name: Junggren, Greyson
name: Gerdts, Nicholas
Publisher: name: SAGE Journals
Year: 2019
Subjects: subject: 150310 Organisation and Management Theory
subject: FOS: Economics and business

description: Supplemental Material for Do Not Leave Your Pricing Strategy Hanging: The Elevate Hammock Company by Deborah Walker, Simon Walls, Greyson Junggren and Nicholas Gerdts: for the Test Evaluation Working Group of the European Federation of Clinical Chemistry and Laboratory Medicine in Entrepreneurship Education and Pedagogy
Evolving role of HDF5 at the upgraded Advanced Photon Source
Creators: name: Guruswamy, Tejas
Publisher: name: Zenodo
Year: 2023

description: The Advanced Photon Source X-ray synchrotron at Argonne National Laboratory has now paused operation for its long-planned upgrade to a fourth-generation storage ring (APS-U). As part of the project beamlines are also receiving significant upgrades to their detector and instrument capabilities, supporting both existing and new scientific techniques, and are projected to generate very significantly increased data at a much higher rate. The HDF5 file format plays a key role in our computing and data strategy to handle this. I will share some of the workflows currently in use and planned at the APS for X-ray data using HDF and related tools, including heavy use of EPICS, areaDetector, and BlueSky as data sources; APS-DM (Data Management) and Globus for data management; and both local resources and Argonne Leadership Computing Facilities for analysis and long-term archiving. Finally I will highlight some of the challenges we have encountered along the way, and our priorities for future development.
Additional file 1 of Resilience of swine nasal microbiota to influenza A virus challenge in a longitudinal study
Creators: name: Hau, Samantha J.
name: Nielsen, Daniel W.
name: Mou, Kathy T.
name: Alt, David P.
name: Kellner, Steven
name: Brockmeier, Susan L.
Publisher: name: figshare
Year: 2024
Subjects: subject: Microbiology
subject: FOS: Biological sciences

description: Additional file 1. Guaranteed analysis of finisher feed. Feed components as a percent of the total ration, parts per million (ppm), or international units per pound (IU/lb) within the finisher ration. Components are presented as a minimum, maximum, or range contained within the feed.
Supplementary document for Surface Roughness Metrology with Raster Scanning Single Photon LiDAR - 7225569.pdf
Creators: name: Tafone, Daniel
name: McEvoy, Luke
name: Sua, Yong Meng
name: Huang, Yuping
Publisher: name: Optica Publishing Group
Year: 2025
Subjects: Uncategorized

description: Supplemental Document
Supplemental material for Histidine, the less interactive cousin of arginine
Creators: name: Muller, Ludovic
name: Jackson, Shelley N
name: Woods, Amina S
Publisher: name: SAGE Journals
Year: 2019
Subjects: subject: 91299 Materials Engineering not elsewhere classified
subject: FOS: Materials engineering

description: Supplemental Material for Histidine, the less interactive cousin of arginine by Ludovic Muller, Shelley N Jackson and Amina S Woods in European Journal of Mass Spectrometry
Supplementary document for Deployment of a Transportable Yb Optical Lattice Clock - 7225716.pdf
Creators: name: Bothwell, tobias
name: BRAND, WESLEY
name: Fasano, Robert
name: Akin, Thomas
name: Whalen, Joseph
name: Grogan, Tanner
name: Chen, Yun-Jhih
name: pomponio, Marco
name: Nakamura, Takuma
name: Rauf, Benjamin
Publisher: name: Optica Publishing Group
Year: 2025
Subjects: Uncategorized

description: Supplemental document, no figures
Additional file 3 of Sharing space at the research table: exploring public and patient involvement in a methodology priority setting partnership
Creators: name: Burke, Nikita N.
name: Stewart, Derek
name: Tierney, Theresa
name: Worrall, Andrew
name: Smith, Maureen
name: Elliott, Jim
name: Beecher, Claire
name: Devane, Declan
name: Biesty, Linda
Publisher: name: figshare
Year: 2024
Subjects: subject: Sociology
subject: FOS: Sociology

description: Additional file 3: Codes and subthemes. Table—Example of coding used and subthemes generated in this case study.
Supplemental material for Terminal ileum ileoscopy and histology in patients undergoing high-definition colonoscopy with virtual chromoendoscopy for chronic nonbloody diarrhea: A prospective, multicenter study
Creators: name: Borsotti, Edoardo
name: Barberio, Brigida
name: D’Incà, Renata
name: Bonitta, Gianluca
name: Cavallaro, Flaminia
name: Pastorelli, Luca
name: Rondonotti, Emanuele
name: Samperi, Leonardo
name: Neumann, Helmut
name: Viganò, Chiara
name: Vecchi, Maurizio
name: Tontini, Gian Eugenio
Publisher: name: SAGE Journals
Year: 2019
Subjects: subject: 110308 Geriatrics and Gerontology
subject: FOS: Clinical medicine
subject: 111199 Nutrition and Dietetics not elsewhere classified
subject: FOS: Health sciences
subject: 111299 Oncology and Carcinogenesis not elsewhere classified
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences

description: Supplemental Material for Terminal ileum ileoscopy and histology in patients undergoing high-definition colonoscopy with virtual chromoendoscopy for chronic nonbloody diarrhea: A prospective, multicenter study by Edoardo Borsotti, Brigida Barberio, Renata D’Incà, Gianluca Bonitta, Flaminia Cavallaro, Luca Pastorelli, Emanuele Rondonotti, Leonardo Samperi, Helmut Neumann, Chiara Viganò, Maurizio Vecchi and Gian Eugenio Tontini in United European Gastroenterology Journal
Additional file 5 of Sharing space at the research table: exploring public and patient involvement in a methodology priority setting partnership
Creators: name: Burke, Nikita N.
name: Stewart, Derek
name: Tierney, Theresa
name: Worrall, Andrew
name: Smith, Maureen
name: Elliott, Jim
name: Beecher, Claire
name: Devane, Declan
name: Biesty, Linda
Publisher: name: figshare
Year: 2024
Subjects: subject: Sociology
subject: FOS: Sociology

description: Additional file 5: Estimated task breakdown and time costings for the Priority III PSP. Table—Payment schedule and tasks.
Additional file 4 of Sharing space at the research table: exploring public and patient involvement in a methodology priority setting partnership
Creators: name: Burke, Nikita N.
name: Stewart, Derek
name: Tierney, Theresa
name: Worrall, Andrew
name: Smith, Maureen
name: Elliott, Jim
name: Beecher, Claire
name: Devane, Declan
name: Biesty, Linda
Publisher: name: figshare
Year: 2024
Subjects: subject: Sociology
subject: FOS: Sociology

description: Additional file 4: Tasks and areas of influence of public partners in the Priority III PSP. Table - Description of tasks and activities that the public partners participated in and influenced throughout the stages of Priority III.
Additional file 6 of Sharing space at the research table: exploring public and patient involvement in a methodology priority setting partnership
Creators: name: Burke, Nikita N.
name: Stewart, Derek
name: Tierney, Theresa
name: Worrall, Andrew
name: Smith, Maureen
name: Elliott, Jim
name: Beecher, Claire
name: Devane, Declan
name: Biesty, Linda
Publisher: name: figshare
Year: 2024
Subjects: subject: Sociology
subject: FOS: Sociology

description: Additional file 6. The GRIPP-2 Long Form is submitted as an appendix to this manuscript.
Additional file 1 of Surgical treatments for postamputation pain: study protocol for an international, double-blind, randomised controlled trial
Creators: name: Pettersen, Emily
name: Sassu, Paolo
name: Reinholdt, Carina
name: Dahm, Peter
name: Rolfson, Ola
name: Björkman, Anders
name: Innocenti, Marco
name: Pedrini, Francesca Alice
name: Breyer, Juan Manuel
name: Roche, Aidan
name: Hart, Andrew
name: Harrington, Lorraine
name: Ladak, Adil
name: Power, Hollie
name: Hebert, Jacqueline
name: Ortiz-Catalan, Max
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Neuroscience
subject: Physiology
subject: FOS: Biological sciences
subject: Pharmacology
subject: Biotechnology
subject: Sociology
subject: FOS: Sociology
subject: Computational Biology

description: Additional file 1. Pre-screening questionnaire, pdf. The questionnaire contains general questions regarding amputation situation of the potential research participant including questions about amputation, prosthetic situation, pain, and general health.
Additional file 3 of Informed consent in randomised controlled trials: further development and evaluation of the participatory and informed consent (PIC) measure
Creators: name: Wade, Julia
name: Humphrys, Elka
name: Realpe, Alba X
name: Gaunt, Daisy M
name: Burt, Jenni
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Biotechnology
subject: Sociology
subject: FOS: Sociology
subject: Biological Sciences not elsewhere classified
subject: Science Policy

description: Additional file 3. PIC version3.
Supplemental_Material – Supplemental material for Feasibility and effects of an exercise-based intervention in prison inmates with psychiatric disorders: the PsychiActive project randomized controlled trial
Creators: name: Bueno-Antequera, Javier
name: Oviedo-Caro, Miguel Ángel
name: Munguía-Izquierdo, Diego
Publisher: name: SAGE Journals
Year: 2019
Subjects: subject: 110904 Neurology and Neuromuscular Diseases
subject: FOS: Clinical medicine
subject: 110314 Orthopaedics
subject: 110604 Sports Medicine
subject: FOS: Health sciences

description: Supplemental material, Supplemental_Material for Feasibility and effects of an exercise-based intervention in prison inmates with psychiatric disorders: the PsychiActive project randomized controlled trial by Javier Bueno-Antequera, Miguel Ángel Oviedo-Caro and Diego Munguía-Izquierdo in Clinical Rehabilitation
Additional file 2 of Informed consent in randomised controlled trials: further development and evaluation of the participatory and informed consent (PIC) measure
Creators: name: Wade, Julia
name: Humphrys, Elka
name: Realpe, Alba X
name: Gaunt, Daisy M
name: Burt, Jenni
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Biotechnology
subject: Sociology
subject: FOS: Sociology
subject: Biological Sciences not elsewhere classified
subject: Science Policy

description: Additional file 2. DevPIC version2.
Revolutionizing Human Resource
Creators: name: Vansh, Ramavat
name: Janvi, Raval
Publisher: name: Zenodo
Year: 2025

description: Human Resources (HR) is rapidly evolving into a tech-driven function, with Machine Learning (ML) and Blockchain playing transformative roles in areas such as recruitment, employee engagement, and data governance. ML enables automation of repetitive tasks, predictive analytics for turnover, and performance evaluation, while blockchain provides transparency through tamper-proof credential records, smart contract automation, and secure payroll systems.

This study adopts a mixed-method approach, combining a systematic literature review (2022–2024) of 25 scholarly articles with a comparative analysis of real-world enterprise examples. These methods offer insights into how organizations are leveraging ML and blockchain to improve HR efficiency, trust, and decision-making.The findings reveal several benefits: enhanced recruitment accuracy, faster onboarding, bias reduction in hiring, and strengthened data privacy. However, the study also identifies limitations, including limited long-term outcome data, high implementation costs, technical complexity, and ethical concerns around algorithmic bias and surveillance.

Despite these challenges, the convergence of ML and blockchain presents a compelling opportunity to build smarter, more transparent, and equitable workplaces. This paper provides a practical roadmap for HR leaders and policymakers aiming to drive digital transformation in workforce management.
Supplementary document for Thickness-dependent optical properties of low-loss transdimensional plasmonic Sr0.82NbO3 thin films - 7225873.pdf
Creators: name: Liu, Yang
name: Yu, Huaqing
name: Zeng, Qingdong
name: Wang, Boyun
name: Peng, Qian
Publisher: name: Optica Publishing Group
Year: 2025
Subjects: Uncategorized

description: Supplemental material
Additional file 1 of Informed consent in randomised controlled trials: further development and evaluation of the participatory and informed consent (PIC) measure
Creators: name: Wade, Julia
name: Humphrys, Elka
name: Realpe, Alba X
name: Gaunt, Daisy M
name: Burt, Jenni
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Biotechnology
subject: Sociology
subject: FOS: Sociology
subject: Biological Sciences not elsewhere classified
subject: Science Policy

description: Additional file 1. OPTiMISE video script.
Additional file 4 of Informed consent in randomised controlled trials: further development and evaluation of the participatory and informed consent (PIC) measure
Creators: name: Wade, Julia
name: Humphrys, Elka
name: Realpe, Alba X
name: Gaunt, Daisy M
name: Burt, Jenni
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Biotechnology
subject: Sociology
subject: FOS: Sociology
subject: Biological Sciences not elsewhere classified
subject: Science Policy

description: Additional file 4. PIC version 3 instructions for use.
Supplemental Material, sj-pdf-1-jcr-10.1177_0022002720912323 - The Impact of Economic Coercion on Public Opinion: The Case of US–China Currency Relations
Creators: name: Gueorguiev, Dimitar
name: McDowell, Daniel
name: Steinberg, David A.
Publisher: name: SAGE Journals
Year: 2020
Subjects: subject: 220104 Human Rights and Justice Issues
subject: FOS: Philosophy, ethics and religion
subject: 160607 International Relations
subject: FOS: Political science

description: Supplemental Material, sj-pdf-1-jcr-10.1177_0022002720912323 for The Impact of Economic Coercion on Public Opinion: The Case of US–China Currency Relations by Dimitar Gueorguiev, Daniel McDowell and David A. Steinberg in Journal of Conflict Resolution
Additional file 1 of CAGECAT: The CompArative GEne Cluster Analysis Toolbox for rapid search and visualisation of homologous gene clusters
Creators: name: van den Belt, Matthias
name: Gilchrist, Cameron
name: Booth, Thomas J.
name: Chooi, Yit-Heng
name: Medema, Marnix H.
name: Alanjary, Mohammad
Publisher: name: figshare
Year: 2024
Subjects: subject: Genetics
subject: FOS: Biological sciences
subject: Information Systems
subject: FOS: Computer and information sciences

description: Additional file 1. Supplemental methods and data with further details on server specifications and implementation.
Supplemental_Material_1 – Supplemental material for The Impact of the Big Five Personality Traits and Motivational Self-System on Iranian EFL Learners’ Intended Effort: An Investigation into McAdams’ Model of Personality
Creators: name: Ghorbani, Majid
name: Semiyari, Shokouh Rashvand
Publisher: name: SAGE Journals
Year: 2020
Subjects: subject: Education
subject: 200399 Language Studies not elsewhere classified
subject: FOS: Languages and literature

description: Supplemental material, Supplemental_Material_1 for The Impact of the Big Five Personality Traits and Motivational Self-System on Iranian EFL Learners’ Intended Effort: An Investigation into McAdams’ Model of Personality by Majid Ghorbani and Shokouh Rashvand Semiyari in RELC Journal
sj-pdf-2-chc-10.1177_1367493520947503 – Supplemental Material for Using social robot PLEO to enhance the well-being of hospitalised children
Creators: name: Moerman, Clara J
name: Jansens, Rianne ML
Publisher: name: SAGE Journals
Year: 2021
Subjects: subject: 111708 Health and Community Services
subject: FOS: Health sciences
subject: 111099 Nursing not elsewhere classified
subject: 111403 Paediatrics
subject: FOS: Clinical medicine

description: Supplemental Material, sj-pdf-2-chc-10.1177_1367493520947503 for Using social robot PLEO to enhance the well-being of hospitalised children by Clara J Moerman and Rianne ML Jansens in Journal of Child Health Care
Supplementary document for Optimal input excitations for suppressing nonlinear instabilities in multimode fibers - 7225906.pdf
Creators: name: Wisal, Kabish
name: Chen, Chun-Wei
name: Kuang, Zeyu
name: Miller, Owen
name: Cao, Hui
name: Stone, A. Douglas
Publisher: name: Optica Publishing Group
Year: 2025
Subjects: Uncategorized

description: Revised Supplement document
Supplementary document for Optimal input excitations for suppressing nonlinear instabilities in multimode fibers - 7225906.pdf
Creators: name: Wisal, Kabish
name: Chen, Chun-Wei
name: Kuang, Zeyu
name: Miller, Owen
name: Cao, Hui
name: Stone, A. Douglas
Publisher: name: Optica Publishing Group
Year: 2024
Subjects: Uncategorized

description: Revised Supplement document
Supplementary document for Lithium niobate waveguide-integrated Bi₂Te₃/graphene heterojunction photodetector - 7225949.pdf
Creators: name: YUAN, Tingfei
name: Dong, Qiaonan
name: Sun, Xinxing
name: GAO, LANG
name: zheng, yong
name: Wang, Ke
name: Wu, Rongbo
name: Cheng, Ya
Publisher: name: Optica Publishing Group
Year: 2025
Subjects: Uncategorized

description: Supplement 1
Appendix_2-_Phonological_processP – Supplemental material for Process Density Index (PDI) scores in typically developing children between 3;0 to 7;0 years of age: Evidence from Dravidian Tulu
Creators: name: Sunila John
name: Kadiyali D Veena
name: Nelson, Hanna
name: Venkataraja Udupi Aithal
name: Patil, Rekha
name: Bellur Rajashekhar
Publisher: name: SAGE Journals
Year: 2020
Subjects: subject: Education
subject: 200399 Language Studies not elsewhere classified
subject: FOS: Languages and literature
subject: 170199 Psychology not elsewhere classified
subject: FOS: Psychology
subject: 130312 Special Education and Disability
subject: FOS: Educational sciences

description: Supplemental material, Appendix_2-_Phonological_processP for Process Density Index (PDI) scores in typically developing children between 3;0 to 7;0 years of age: Evidence from Dravidian Tulu by Sunila John, Kadiyali D Veena, Hanna Nelson, Venkataraja Udupi Aithal, Rekha Patil and Bellur Rajashekhar in Child Language Teaching and Therapy
GM 24 Tutorial - CyberStrike STORMCLOUD: Hands on Cybersecurity Training for Renewable Energy (Slides)
Creators: Megan Culler (Idaho National Laboratory)
Daniel Noyes (Idaho National Laboratory)
William Vining (Sandia National Laboratory)
Georgios Fragkos (Sandia National Laboratory)
Publisher: name: IEEE
Year: 2024

As renewable energy penetration grows, these systems become both more critical to the reliability of the grid and a larger target for cyberattacks. These systems were not all designed and deployed for today’s threats, and adversaries are capable of changing their tactics swiftly. Hacking organizations around the world have already proven that they can turn off electricity to hundreds of thousands of homes by remotely accessing and changing the command settings of operational technology, and events in recent years have demonstrated both intentional and unintentional targeting of renewable energy providers and equipment. To train the renewable energy workforce to proactively think about the cyber risks and apply mitigations at their own organizations, the U.S. Department of Energy’s Offices of Cybersecurity, Energy Security, and Emergency Response (CESER) and Solar Energy Technology Office (SETO), in collaboration with Idaho National Laboratory (INL) and Sandia National Laboratories (SNL) have developed the CyberStrike STORMCLOUD training program. Curriculum covers specific renewable energy cybersecurity incidents and emerging threats, and hands-on exercises mimic real-world adversarial and defensive scenarios for students.
As renewable energy penetration grows, these systems become both more critical to the reliability of the grid and a larger target for cyberattacks. These systems were not all designed and deployed for today’s threats, and adversaries are capable of changing their tactics swiftly. Hacking organizations around the world have already proven that they can turn off electricity to hundreds of thousands of homes by remotely accessing and changing the command settings of operational technology, and events in recent years have demonstrated both intentional and unintentional targeting of renewable energy providers and equipment. To train the renewable energy workforce to proactively think about the cyber risks and apply mitigations at their own organizations, the U.S. Department of Energy’s Offices of Cybersecurity, Energy Security, and Emergency Response (CESER) and Solar Energy Technology Office (SETO), in collaboration with Idaho National Laboratory (INL) and Sandia National Laboratories (SNL) have developed the CyberStrike STORMCLOUD training program. Curriculum covers specific renewable energy cybersecurity incidents and emerging threats, and hands-on exercises mimic real-world adversarial and defensive scenarios for students.
Essays on the Organizational Economics of Healthcare Delivery
Creators: name: EMPEL, GIOVANNI FADHILLAH
Publisher: name: Monash University
Year: 2024
Subjects: classificationCode: 380108
subject: Health economics
classificationCode: 380111
subject: Labour economics

description: Numerous challenges to the healthcare system such as population aging, stagnating workforce, and the rise in demand for quality healthcare indicate healthcare is increasingly complex. These challenges have put the spotlight on the importance of organizational angle in the healthcare market. By investigating different aspects of healthcare delivery, namely the causes (i.e. competition), processes (i.e. peer effects, types of healthcare providers), and consequences (i.e. treatment decision and patient's outcome) this thesis aims to provide policy-relevant insights from three self-contained empirical case studies.
GM 24 Tutorial - EMT Modeling and Studies for Renewable Energy Integration (Slides)
Creators: Ryan Quint (NERC)
Aung Thant (NERC)
Andrew Isaacs (Electranix Corporation)
Andy Hoke (NREL)
Deepak Ramasubramanian (EPRI)
Publisher: name: IEEE
Year: 2024

Attendees will learn tools and techniques used to conduct EMT studies for interconnecting renewable energy projects. Attendees will also gain an understanding of real-world experience studying high inverter-based resource systems using EMT studies. Lastly, attendees will gain useful knowledge related to NERC activities in this area, and the changing regulatory requirements around EMT modeling/studies, model quality, and model verification activities.
Attendees will learn tools and techniques used to conduct EMT studies for interconnecting renewable energy projects. Attendees will also gain an understanding of real-world experience studying high inverter-based resource systems using EMT studies. Lastly, attendees will gain useful knowledge related to NERC activities in this area, and the changing regulatory requirements around EMT modeling/studies, model quality, and model verification activities.
GM 24 Tutorial - Fundamentals of Resource Adequacy for Modern Power Systems (Slides)
Creators: Gord Stephen (NREL)
Genevieve de Mijolla (EPRI)
Simon Tindemans (TU Delft)
Publisher: name: IEEE
Year: 2024

This tutorial describes the aims and objectives of resource adequacy assessment. Compare the modelling assumptions underlying common approaches to resource adequacy assessment; Interpret and critically evaluate a variety of resource adequacy metrics. Discuss current challenges and recent developments in the field of resource adequacy.
This tutorial describes the aims and objectives of resource adequacy assessment. Compare the modelling assumptions underlying common approaches to resource adequacy assessment; Interpret and critically evaluate a variety of resource adequacy metrics. Discuss current challenges and recent developments in the field of resource adequacy.
Dijital Çağda Eğitim: Canik Öğretmenlerinin Dijital Okuryazarlık Analizi
Creators: name: KÖSEOĞLU, Zahit
Publisher: name: Zenodo
Year: 2025

description: Bu araştırma, Samsun'un Canik ilçesinde görev yapan öğretmenlerin dijital okuryazarlık düzeylerini belirlemek ve bu düzeyleri çeşitli değişkenler açısından incelemek amacıyla gerçekleştirilmiştir. Çalışmada cinsiyet, görev yapılan okul türü, eğitim durumu, mesleki kıdem yılı, yaş, öğretmenlik kariyer durumu ve dijital okuryazarlık eğitimi alma durumu gibi değişkenler ele alınmıştır. Araştırmaya 157 kadın ve 86 erkek olmak üzere toplam 243 öğretmen katılmıştır. Nicel bir araştırma olan bu çalışma, ilişkisel tarama modeli ile yürütülmüş ve veriler elektronik form aracılığıyla üç haftalık bir sürede toplanmıştır. Analizler, IBM SPSS 25.0 yazılımı ile gerçekleştirilmiş, normallik testleri, t-testleri ve tek yönlü ANOVA kullanılmıştır.

Sonuçlar, öğretmenlerin genel dijital okuryazarlık düzeylerinin yüksek olduğunu göstermiştir. Cinsiyet, yaş, kıdem yılı, eğitim durumu, okul türü ve görev yerleşim yeri gibi değişkenler arasında dijital okuryazarlık düzeyleri açısından anlamlı bir fark bulunmamıştır. Ancak, dijital okuryazarlık eğitimi almış öğretmenlerin, eğitim almamış meslektaşlarına göre daha yüksek dijital okuryazarlık puanlarına sahip oldukları belirlenmiştir. Bunun yanı sıra, öğretmenlerin teknik becerilerde daha fazla desteğe ihtiyaç duydukları da ortaya çıkmıştır.

Bu çalışma, öğretmenlerin dijital okuryazarlık becerilerinin artırılmasının eğitim teknolojilerinin etkin entegrasyonunda kritik bir öneme sahip olduğunu ortaya koymaktadır. Sonuçlar, öğretmen eğitimi programlarının dijital okuryazarlık becerilerini geliştirecek şekilde düzenlenmesi gerektiğini vurgulamaktadır. Ayrıca, elde edilen bulguların eğitim politikalarının oluşturulmasında rehberlik etmesi ve alanda yapılacak diğer araştırmalara katkı sağlaması beklenmektedir. Çalışma, dijital okuryazarlığın çağdaş eğitimdeki rolünü ve önemini bir kez daha göstermiştir.
GM 24 Tutorial - Grid-Forming Power Converters: Bridging Concepts to Analysis and Practical Implementation (Slides)
Creators: Pedro Rodriguez (LIST)
Xiongfei Wang (KTH)
Heng Wu (Aalborg University)
Rolando Burgos (Virginia Tech)
Publisher: name: IEEE
Year: 2024

The learning objectives of this tutorial are: Review the impact of power converters on grid performance. Introduce the operating principles of grid-forming converters. Discuss the implementation mechanisms and specifications of these converters. Examine the performance of GFM converters under adverse grid conditions. Present the small-signal modeling of GFM converters. Analyze the impact of GFM converters on grid stability. Discuss the effect of GFM converters on transient stability. Analyze the influence of GFM converters on the grid’s transient performance.
The learning objectives of this tutorial are: Review the impact of power converters on grid performance. Introduce the operating principles of grid-forming converters. Discuss the implementation mechanisms and specifications of these converters. Examine the performance of GFM converters under adverse grid conditions. Present the small-signal modeling of GFM converters. Analyze the impact of GFM converters on grid stability. Discuss the effect of GFM converters on transient stability. Analyze the influence of GFM converters on the grid’s transient performance.
GM 24 Tutorial - Harmonics Modeling and Assessment for Interconnection Studies of Inverter-Based Resource (IBR) Plants (Slides)
Creators: Roberto Langella (University of Campania)
Wilsun Xu (University of Alberta)
Canada
Gary Chang (National Chung Cheng University)
Dave Mueller (EnerNex United States)
Publisher: name: IEEE
Year: 2024

Get familiar with the fundamentals of harmonic modeling of Inverter Based Resources based on voltage source inverters, unique challenges and differences compared to those based on line commutated inverters, and related aspects of computational complexity. Learn how to perform harmonic assessment of IBRs connected to transmission and distribution systems for interconnection studies and how to design passive harmonic filters. Learn through the detailed analyses of practical use cases taken from industry practice. At the end of this tutorial the attendee will understand harmonic assessment of IBRs according to the IEEE Standard P2800.
Get familiar with the fundamentals of harmonic modeling of Inverter Based Resources based on voltage source inverters, unique challenges and differences compared to those based on line commutated inverters, and related aspects of computational complexity. Learn how to perform harmonic assessment of IBRs connected to transmission and distribution systems for interconnection studies and how to design passive harmonic filters. Learn through the detailed analyses of practical use cases taken from industry practice. At the end of this tutorial the attendee will understand harmonic assessment of IBRs according to the IEEE Standard P2800.
GM 24 Tutorial - IEEE 2800 Tutorial – Understanding Origin and Specifications of Technical Minimum Capability and Performance Requirements (Slides)
Creators: Manish Patel (Southern Company Services)
W. Wes Baker (Southern Company Services)
Publisher: name: IEEE
Year: 2024

The IEEE Std 2800 was published in April of 2022. Since then, the industry is working on the adoption of this standard and may have questions regarding the origination, details, and interpretation of some of the included requirements. The objective of this tutorial is to inform the target audience with details and the origination of specified requirements and help answer their questions. This may further help in the faster adoption of this standard.
The IEEE Std 2800 was published in April of 2022. Since then, the industry is working on the adoption of this standard and may have questions regarding the origination, details, and interpretation of some of the included requirements. The objective of this tutorial is to inform the target audience with details and the origination of specified requirements and help answer their questions. This may further help in the faster adoption of this standard.
Supplemental Material, sj-pdf-1-ppq-10.1177_1354068820953527 - Electoral incentives to coalition formation in multiparty presidential systems
Creators: name: Borges, André
name: Turgeon, Mathieu
name: Albala, Adrián
Publisher: name: SAGE Journals
Year: 2020
Subjects: subject: 160607 International Relations
subject: FOS: Political science

description: Supplemental Material, sj-pdf-1-ppq-10.1177_1354068820953527 for Electoral incentives to coalition formation in multiparty presidential systems by André Borges, Mathieu Turgeon and Adrián Albala in Party Politics
GM 24 Tutorial - IEEE Overview: The DER Interconnection & Interoperability Standard (Slides)
Creators: Jens Boemer (EPRI)
Janette Sandberg (Portland General Electric)
Michael Ropp (Sandia National Lab)
Ben Ealey (EPRI)
Jaime Kolln (Pacific Northwest National Lab)
Abrez Mondal (EPRI)
Publisher: name: IEEE
Year: 2024

The intent of the tutorial is to introduce IEEE 1547-2018. The student will not leave the tutorial with a ‘working knowledge’ of IEEE 1547, but rather will have better understanding of where to follow-up and continue learning to meet specific work needs.
The intent of the tutorial is to introduce IEEE 1547-2018. The student will not leave the tutorial with a ‘working knowledge’ of IEEE 1547, but rather will have better understanding of where to follow-up and continue learning to meet specific work needs.
GM 24 Tutorial - Power Systems Integration Data and Algorithms Platform for Steady-State and Transients Analysis  (Slides)
Creators: Yi Yang (DOE SETO)
Karthikeyan Balasubramaniam (ANL)
Rabayet Sadnan (PNNL)
Rui Yang (NREL)
Lingling Fan (USF)
Jin Dong (ORNL)
Yuqing Dong (UTK)
Suman Debnath (ORNL)
Phani Marthi (ORNL)
Qianxue Xia (ORNL)
Publisher: name: IEEE
Year: 2024

Learn how to use the OEDI SI platform to duplicate and extend the data and algorithms for power systems integration on OEDI SI. Learn the most recent approaches to steady-state and transients problems in electric power systems planning and operations. Learn how to integrate various input data from multiple utility operational technologies into a single input data set for different system analysis algorithms, including steady-state single snapshot, quasi-static time series and transient analysis.
Learn how to use the OEDI SI platform to duplicate and extend the data and algorithms for power systems integration on OEDI SI. Learn the most recent approaches to steady-state and transients problems in electric power systems planning and operations. Learn how to integrate various input data from multiple utility operational technologies into a single input data set for different system analysis algorithms, including steady-state single snapshot, quasi-static time series and transient analysis.
Supplementary document for Two-in-One Functionality in a 28×28 β-Ga2O3 Array: Bias-Voltage Switching between Photodetection and Neuromorphic Vision - 7226093.pdf
Creators: name: Wang, Xiang
name: Li, Lingfei
name: Peng, Haoxuan
name: Wang, Yingxu
name: Zhang, Lingyun
name: Gu, Yan
name: She, Xiaobo
name: Zhang, Maolin
name: Guo, Yufeng
name: Liu, Yu
Publisher: name: Optica Publishing Group
Year: 2025
Subjects: Uncategorized

description: supplement 1
the_method_of_NGS for A case of different gene mutations in primary and metastatic lesions after EGFR-TKI treatment of lung cancer
Creators: name: Shaonan Xie
name: Huiyan Deng
name: Guangjie Liu
name: Qingyi Liu
Publisher: name: SAGE Journals
Year: 2020
Subjects: Medicine

description: the_method_of_NGS for A case of different gene mutations in primary and metastatic lesions after EGFR-TKI treatment of lung cancer by Shaonan Xie, Huiyan Deng, Guangjie Liu and Qingyi Liu in Tumori Journal
GM 24 Tutorial - Power Systems Integration Data and Algorithms Platform for Steady-State and Transients Analysis  (Slides)
Creators: Rajarshi Roychowdhury (AES US Utilities)
Xuan Wu (AES US Utilities)
Hui Zhang
(AES Corp)
Sean Murphy (PingThings)
Wade Malcom (OES)
Zhaoyu Wang (Iowa State University)
Dr. Ramteen Sioshansi
(Ohio State University)
Publisher: name: IEEE
Year: 2024

Get familiar with Steady State, Dynamics and Transient Analysis of power systems and why utilities run these studies. Be familiar with T&D operations and how Grid Enhancing Technologies might play a role in T&D operations. Get insights on advanced PMU data analytics with machine learning with practical use cases. Learn about the OpenFMB architecture and the need for data interoperability. Get insights about power industry’s practices and activities on VVO and learn technology developments of VVO. Learn how vertically integrated utilities might use optimization aspects to plan for renewable generation.
Get familiar with Steady State, Dynamics and Transient Analysis of power systems and why utilities run these studies. Be familiar with T&D operations and how Grid Enhancing Technologies might play a role in T&D operations. Get insights on advanced PMU data analytics with machine learning with practical use cases. Learn about the OpenFMB architecture and the need for data interoperability. Get insights about power industry’s practices and activities on VVO and learn technology developments of VVO. Learn how vertically integrated utilities might use optimization aspects to plan for renewable generation.