cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29198132.v1
title: An Annotation Protocol for Diachronic Evaluation of Semantic Drift in Disability Sources

description: Annotating terms referring to aspects of disability in historical texts is crucial for understanding how societies in different periods conceptualized and treated disability. Such annotations help modern readers grasp the evolving language, cultural attitudes, and social structures surrounding disability, shedding light on both marginalization and inclusion throughout history. This is important as evolving societal attitudes can influence the perpetuation of harmful language that reinforces stereotypes and discrimination. However, this task presents significant challenges. Terminology often reflects outdated, offensive, or ambiguous concepts that require sensitive interpretation. Meaning of terms may have shifted over time, making it difficult to align historical terms with contemporary understandings of disability. Additionally, contextual nuances and the lack of standardized language in historical records demand careful scholarly judgment to avoid anachronism or misrepresentation.In this paper we introduce an annotation protocol for analysing and describing semantic shifts in the discourse on disabilities in historical texts, reporting on how our protocol's design evolved to address these specific challenges and on issues around annotators' agreement. For designing the annotation protocol for measuring the semantic change in the disability domain, we selected texts for annotation from Gale’s History of Disabilities: Disabilities in Society, Seventeenth to Twentieth Century(https://www.gale.com/intl/c/history-of-disabilities-disabilities-in-society-seventeenth-to-twentieth-century).Nitisha Jain, Chiara Di Bonaventura, Albert Meroño-Peñuela, Barbara McGillivray. 2025. An Annotation Protocol for Diachronic Evaluation of Semantic Drift in Disability Sources. In <i>Proceedings of the 19th Linguistic Annotation Workshop (LAW 2025)</i>. Association for Computational Linguistics.
DOI: 10.4121/uuid:6590260b-244c-4a17-b134-f7a7cda5b8b5
title: Suitability of physicochemical models for embedded systems regarding a nickel-rich, silicon-graphite lithium-ion battery - Dataset

description: This data set includes the presented plot data for the referrenced publication. The structure is referring to every plot shown in the research paper and presents the underlying data for every subplot. An overview of the presented data can be found in the attached "Content_of_Dataset" file.
DOI: 10.6084/m9.figshare.28452209.v1
title: single_input

description: The checkpoint of the SpatialFormer in a single input mode
DOI: 10.6084/m9.figshare.3554463.v1
title: Appendix B. Methodological and analytical details on the construction and evaluation of models of ant responses to climate warming.

description: Methodological and analytical details on the construction and evaluation of models of ant responses to climate warming.
DOI: 10.17632/m76d5rbtrd
title: Dataset on individual differences in self-reported personality and inferred emotional expression in profile pictures of Italian Facebook users

description: We retrieved the current profile picture of 2234 Italian Facebook users who also answered self-report questionnaires on demographic variables and personality. Data were collected between March and June 2018 using a Facebook wep application. Profile pictures consisting of 200x200 resolution jpegs were obtained by sending a request via the Facebook Graph API and analyzed using online commercial services allowing for the scoring of facial expressions in image data, namely Microsoft Azure Face APIand MEGVII Face++ Detect API. Both services provide emotional expression scores if at least one (n = 1) face is successfully detected in the picture. Using the Microsoft Azure Face API we obtained scores for anger, contempt, disgust, fear, joy, sadness, surprise, and neutrality. Using the MEGVII Face++ API, pictures were scored for the presence of anger, disgust, fear, joy, sadness, and surprise, and neutrality. Higher scores on each emotion refer to a stronger expression of the respective emotion. 
The dataset presented here consists of data of N =728 Facebook users with a profile picture in which both APIs detected only one (N=1) face.
Regarding self-report data, the dataset includes the following demographic information about the participants: gender and age. The dataset also includes participants’ personality scores based on a short validated assessment of Big Five traits (Ten Item Personality Inventory), and Impulsivity/Sensation Seeking (IMPSS8). A document included the questions administered in the online survey is attached to the dataset.
This dataset can be useful to generate insights on the association between demographic variables, including age and gender, and personality (Big Five traits and Impulsivity/Sensation Seeking), and emotional expression as derived from social media pictures. It can be useful for researchers and data scientists who do research in social sciences, in particular psychoinformatics, to train models in order to infer personality of users of social media platforms from profile pictures.

The annexed files include the following:
DIB_DATASET_25_10_2021.csv  (the actual data)
DIB_DATASET_Codebook.xlsx (the codebook for the data)
Supplementary material - Online survey.docx (doc file including questions administered to participants)
DOI: 10.6084/m9.figshare.12866981.v2
title: Spike-ACE2 interaction overview

description: UnityMol 3D model export related to FAIR sharing of molecular visualization experiences illustrated with COVID-19-related data. See our paper (to come)
DOI: 10.6084/m9.figshare.12907358.v2
title: Ext.F8 - SF12-14_TRPL

description: Time-resolved photoluminescence spectra and kinetics of donor blends and respective neat materials, used to evaluate the exciton lifetime reduction due to hole transfer, as presented in Supporting Information Figures S12 to S14, as well as Extended Data Figure 8 (for PBDB-T-2F-based blends).<br>
DOI: 10.6084/m9.figshare.15112050.v1
title: Data matrix and tree in .tnt format. from A closer look at pupil diversity and evolution in frogs and toads

description: Data in matrix format (only species in Jetz & Pyron, 2018) implemented for ancestral character state reconstruction.
DOI: 10.6084/m9.figshare.19312142.v1
title: Forest Plot

description: Forest Plot<br>
DOI: 10.6084/m9.figshare.24802749.v1
title: Case study's original data

description: Case study's original data in Dissecting the Process of Manipulating People: A State Transition-based Risk Assessment Approach for Social Engineering Attacks.
DOI: 10.6084/m9.figshare.8981741.v1
title: ImTecho Survey Data set and Code book

description: The data represents the Cluster Randomized trial of mHealth intervention called " ImTECHO" (Improve Delivery of Maternal, Neonatal and Child Care services through Community Based Accredited Social Health Activists.
DOI: 10.26188/5da55484429d7
title: EPiC database - Glass reinforced plastic (GRP)

description: This material is part of the free Environmental Performance in Construction (EPiC) Database. The EPiC Database contains embodied environmental flow coefficients for 250+ construction materials using a comprehensive hybrid life cycle inventory approach.<br><br>Glass reinforced plastic (GRP) is a composite laminate material including glass fibres to reinforce a plastic, typically a polyethylene (PE) resin. GRP is strong, lightweight, weather-resistant and heat resistant. It is also commonly referred to as glass reinforced polyester, glass-fibre reinforced plastic (GFRP), fibre reinforced plastic (FRP) or fibre reinforced polymer (FRP).<br><br>GRP is made by laying the glass fibres in two or three dimensions and embedding them into the plastic resin. This is typically done through moulding. GRP is thus available in multiple shapes, including flat sheets and curved objects.<br><br>GRP can be used for roofing, storage tanks, door and window surrounds, piping and cladding.
DOI: 10.6084/m9.figshare.12928757.v1
title: Example Questionnaire Data

description: .csv file of climate change perception data. Note this data is made up as an example for survey analysis so should not be used for any other purposes. <br>For R code for analysis see:<br>For example write-up of this data see:https://figshare.com/account/projects/88601/articles/12928067<br>
DOI: 10.17632/tk4bjggsns
title: data part 1 for "Characterization of Pik1 function in fission yeast reveals its conserved role in lipid synthesis and not cytokinesis"

description: All data associated with the corresponding manuscript
DOI: 10.6084/m9.figshare.14704230.v1
title: Supplementary Material for: The Prevalence of Atopic Manifestations in 313 Iranian Patients with Inborn Errors of Immunity

description: <b><i>Introduction:</i></b> Inborn errors of immunity (IEIs) are rare inherited disorders with a broad spectrum of manifestations. Here, we aimed to delineate the atopy burden in a cohort of patients with IEIs. <b><i>Methods:</i></b> 313 patients with IEIs were enrolled in the study within a 9-years period, and data were collected via a questionnaire. All statistical analyses were performed using SPSS software (v. 25.0, Chicago, IL, USA). The statistical significance level was set at <i>p</i> &lt; 0.05. <b><i>Results:</i></b> Overall, 51 out of 313 (16.3%) patients were identified to have atopic manifestations. Food allergy was detected in 34 (10.2%), atopic dermatitis in 21 (6.7%), as well as allergic asthma and allergic rhinitis each in 4 (1.3%) patients. The allergic disorders were reported as initial manifestations among 14 out of 35 (40.0%) atopic patients. Most of these 51 patients fell within the category of combined immunodeficiency (CID) (<i>n</i> = 38, 74.5%), followed by, severe CID (SCID) (<i>n</i> = 5, 9.8%), common variable immunodeficiency (<i>n</i> = 3, 5.9%), chronic granulomatous disease (<i>n</i> = 3, 5.9%), selective IgA deficiency (<i>n</i> = 1, 2.0%), and leukocyte adhesion defect (<i>n</i> = 1, 2.0%). No patient with Mendelian susceptibility to mycobacteria was found to have atopic manifestation. Atopic dermatitis (<i>p</i> = 0.001) and food allergy (<i>p</i> &lt; 0.001) were both significantly higher in patients with CID than in other IEI groups. Among atopic patients with CID and SCID, food allergy and atopic dermatitis were the most prevalent comorbidities. <b><i>Discussion/Conclusion:</i></b> Atopic diseases may contribute to the clinical picture of IEIs, particularly in patients with CID. Atopy in association with other warning signs of IEIs increases the possibility of an underlying IEI.
DOI: 10.6084/m9.figshare.22581328.v1
title: Referencias bibliográficas de la tesis doctoral (Alberto Izquierdo Montero)

description: Referencias bibliográficas utilizadas para el desarrollo de la tesis doctoral "Discursos de odio en tiempos de reacción antidemocrática: una investigación participativa con adolescentes y educadores/as" (Programa de Doctorado en Educación, Escuela Internacional de Doctorado de la UNED, 2023). <br> Autor: Alberto Izquierdo Montero <br> Directora: Teresa Aguado Odina
DOI: 10.6084/m9.figshare.11353757.v1
title: Tian et al 2019 JGR

description: This EXCEL dataset provides the data on two suites of volcanic rocks from the northern Qiangtang, Tibet
DOI: 10.6084/m9.figshare.11752752.v4
title: Comparative model of novel coronavirus 2019-nCoV protease Mpro

description: Comparative model summary: This is protease Mpro encoded in the RNA of the novel coronavirus 2019-nCoV. This virus first reported in 2019 and now spreading from Wuhan, China, the primary location outbreak. The protein sequence was determined based on the data from the Wuhan seafood market pneumonia virus genome (NCBI genome ID MN908947, GenBank: MN908947.3) published by Wu Et al. (LOCUS MN90894, 23-JAN-2020) by multiple sequences alignments with known SARS proteases. Aligning the sequence region of 2019-nCoV, “orf1ab polyprotein“ with the sequence of PDB 5N5O, the SARS main protease deposited by Zhang and Hilgenfeld in 2017 yield a protease with 306 amino acids. The sequence identity compared to 2H2Z, another SARS crystal structure, published by the Rao lab in 2006 is 96.1 %, similarity is 98.7 % with 100% aligned residues. The model is expected to be of high accuracy.
DOI: 10.6084/m9.figshare.12562382.v1
title: Match Video Tensors

description: If you use these data, please remember to cite the following paper:<br>Sorano, D., Carrara, F., Cintia, P., Falchi, F., Pappalardo, L. (2020) Automatic Pass Annotation from Soccer VideoStreams Based on Object Detection and LSTM, In: Machine Learning and Knowledge Discovery in Databases. ECML PKDD 2020.<br><br>Tensors extracted from soccer video broadcasts. Each file is a zip of folder and corresponds to a single half of a match. Each file in the folder (in .pickle format) corresponds to a frame of the video.<br>This item contains the following files/matches:- <b>roma_juve_1H_tensors.zip</b>: tensors/frames of the first half of match Roma vs Juventus- <b>roma_juve_2H_tensors.zip</b>: tensors/frames of the second half of match Roma vs Juventus- <b>roma_lazio_1H_tensors.zip</b>: tensors/frames of the first half of match Roma vs Lazio- <b>sassuolo_inter_1H_tensors.zip</b>: tensors/frames of the first half of match Sassuolo vs Inter- <b>sassuolo_inter_2H_tensors.zip</b>: tensors/frames of the second half of match Sassuolo vs Inter<br><br>
DOI: 10.17632/msx34263yz
title: AGRICULTURAL CREDIT GROWTH AND INDEBTEDNESS OF FARMERS IN INDIA

description: In the period after bank nationalisation in India, this country witnessed a large scale expansion of bank credit to agriculture along with the spread of bank branches to the rural areas.Researchers also found its positive impact in reducing rural poverty and increase inemployment. This was the period when indebtedness among cultivators declined sharply with rising availability of agricultural credit in rural areas. The indebtedness amongst cultivators started increasing from the beginning of 1990s and the All India Debt Investment Survey in 2013 found that incidence of indebtedness among the rural cultivators had almost reached the level of pre bank nationalisation period of 1960s. The share of credit that the cultivators are forced to take from non-institutional sources has still remained as high as 36 per cent. The money lenders have reinstated themselves in rural areas in the post liberalisation period. This is vindicated with their share of credit to cultivators increasing from 17.2 per cent in 1991 to as high as 26.8 per cent in 2002. This situation has not changed for a decade in spite of a robust agricultural credit growth since 2004. Share of credit to farmers from money lenders has actually increased to 29.6 per cent in 2013. The money lenders’ hand has been strengthened in the rural areas mainly due to the apathy of the public sector banks to disburse the small ticket credit to small and marginal peasants.
DOI: 10.6084/m9.figshare.24087459.v2
title: Substantial halogenated organic chemicals stored in permafrost soils on the Tibetan Plateau

description: Those files are the original data for the results presented in the Nature Geoscience paper by Zhu et al, 2023. It provided detailed information about the inventory and analytical processes of the nonextractable halogenated organic chemicals in permafrost soils in the Tibetan Plateau.
DOI: 10.6084/m9.figshare.28247300.v1
title: criteria for landfill site selection

description: criteria for landfill site selection
DOI: 10.6084/m9.figshare.9703940.v1
title: Supplementary Material for: Rethinking the Effects of Body Size on the Study of Brain Size Evolution

description: Body size correlates with most structural and functional components of an organism’s phenotype – brain size being a prime example of allometric scaling with animal size. Therefore, comparative studies of brain evolution in vertebrates rely on controlling for the scaling effects of body size variation on brain size variation by calculating brain weight/body weight ratios. Differences in the brain size-body size relationship between taxa are usually interpreted as differences in selection acting on the brain or its components, while selection pressures acting on body size, which are among the most prevalent in nature, are rarely acknowledged, leading to conflicting and confusing conclusions. We address these problems by comparing brain-body relationships from across &gt;1,000 species of birds and non-avian reptiles. Relative brain size in birds is often assumed to be 10 times larger than in reptiles of similar body size. We examine how differences in the specific gravity of body tissues and in body design (e.g., presence/absence of a tail or a dense shell) between these two groups can affect estimates of relative brain size. Using phylogenetic comparative analyses, we show that the gap in relative brain size between birds and reptiles has been grossly exaggerated. Our results highlight the need to take into account differences between taxa arising from selection pressures affecting body size and design, and call into question the widespread misconception that reptile brains are small and incapable of supporting sophisticated behavior and cognition.
DOI: 10.6084/m9.figshare.9859178.v1
title: Original vehicle accelarations

description: The dataset is the vehicle accelaration at cracked and uncracked asphalt pavement, the driving speed is 30 km/h and 50 km/h. The test section is 4 meters. The sampling frequency is 10 kHz.
DOI: 10.6084/m9.figshare.20115494.v1
title: Raw data for Peng et al., 2022 Ecology Letters

description: Raw data for Peng et al., 2022 Ecology Letters.
DOI: 10.6084/m9.figshare.27999311.v3
title: Supplementary Material for: ISPAD Clinical Practice Consensus Guidelines 2024: Screening, Staging, and Strategies to Preserve Beta Cell Function in Children and Adolescents with Type 1 Diabetes

description: Introduction
This guideline serves as an update to the 2022 International Society for Pediatric and Adolescent Diabetes (ISPAD) consensus guideline on staging for Type 1 Diabetes (T1D). Key additions include an evidence-based summary of recommendations for screening for risk of T1D and monitoring those with early-stage T1D. In addition, a review of clinical trials designed to delay progression to Stage 3 T1D and efforts seeking to preserve beta cell function in those with Stage 3 T1D is included. Lastly, opportunities and challenges associated with the recent United States Food and Drug Administration (FDA) approval of teplizumab as an immunotherapy to delay progression are discussed. 

WHAT IS NEW
• Stages 1, 2a, 2b, 3a, 3b, and 4 T1D are being used in clinical, research, and regulatory settings.
• General population screening programs for T1D are expanding in both research and clinical settings.
• Effective screening and monitoring programs include individualized education, psychological support, and metabolic surveillance for those identified with islet autoantibodies.
• The anti-CD3 monoclonal antibody (teplizumab) has been approved by the U.S. FDA to delay progression from Stage 2 to Stage 3 T1D
• These insights emphasize that trials and effective screening and treatments in early-stage T1D need to be inclusive for all children and young people irrespective of geographic location and health systems.
DOI: 10.6084/m9.figshare.29117003.v1
title: The data was used to explore the relationship between tree diversityand SOC stock across stress gradients

description: The data was used to explore the relationship between tree diversityand SOC stock across stress gradients
DOI: 10.6084/m9.figshare.3511784.v1
title: Appendix A. A table summarizing the spatial, land cover, and environmental variables obtained from the NLCD and MBSS data sets (N=295 stream sites sampled).

description: A table summarizing the spatial, land cover, and environmental variables obtained from the NLCD and MBSS data sets (N=295 stream sites sampled).
DOI: 10.6084/m9.figshare.7781066.v1
title: Data of transcriptome, realtime PCR, and strength of muscle of old rats

description: This study aimed to test the effects of exercise training and resveratrol feeding on the skeletal muscle function and transcriptome of the old rats. The male SD rats aged 25 months were divided into the control group (OC), the daily exercise training group (OE), and the resveratrol feeding group (OR). After 6 weeks of intervention, the body mass, grip strength, and gastrocnemius muscle mass were determined, and the muscle samples were analyzed by transcriptome sequencing. Eight selected genes (Prkaa-2, FOXO3, IGF-1, TRIM67, IL-6, MGMT, and SCN5a) were verified by quantitative real-time PCR.
DOI: 10.6084/m9.figshare.978904_d12
title: Data for 133885 GDB-9 molecules

description: Data for 133885 GDB-9 molecules<br>In an earlier version of this dataset the titles of the files "Data for 133885 GDB-9 molecules" and "Data for 6095 constitutional isomers of C7H10O2" were swapped. This has now been corrected.<br>
DOI: 10.17632/5phmmfpt4w
title: List of plant species of the floodplain ecosystems of Khortytsia Island (Ukraine), their functional traits and indices of functional diversity, naturalness and hemeroby

description: The investigation examines the potential of hemeroby as an indicator for assessing the impact of anthropogenic disasters on plant functional diversity. The functional structure of plant communities was analysed in the first year following the event, using Khortytsia Island (Ukraine) as a case study, which experienced significant environmental changes after the destruction of the Kakhovka Dam. The research identified 146 species of vascular plants and employed multivariate analysis, utilizing functional diversity indices and principal component analysis. The findings revealed that hemeroby is closely associated with changes in functional redundancy and evenness. Key trends include the formation of communities with high functional redundancy in disturbed areas and an increase in evenness due to the loss of dominant species. The spatial patterns of change indicate a complex interaction between human impacts and natural moisture gradients. The study underscores the significance of hemeroby as an effective indicator of ecological shifts in floodplain ecosystems.
DOI: 10.17632/b92nh6k6bt
title: Surface green's function for a rumpled crystal surface

description: Abstract The computer program allows to calculate the Green's function of a three-dimensional system with two-dimensional translation symmetry. Examples for its application are the crystal surface and the interface between two crystals. The crystal can be composed from rumpled atomic layers, that is, the atoms in the layer unit cell may have small differences in heights. The layer-by-layer KKR scheme is used. An overlayer with a coincidence structure of a substrate layer may be involved; the unit cell... Title of program: RUMPGF Catalogue Id: AADF_v3_0 [ABFF] Nature of problem The computer program (as that of paper I) allows to calculate, in any given range of energy E, the Green's function for the one-electron Hamilton operator with a potential for a three-dimensional system with two-dimensional translational symmetry, i.e. a crystal surface or interface. The Green's function satisfies the Bloch-function-type periodic boundary conditions parallel to the surface, for a given value of K and the outgoing-wave boundary conditions normal to the surface. In generalization ... Versions of this program held in the CPC repository in Mendeley Data AADF_v1_0; SURFACE GREEN'S FUNCTION; 10.1016/0010-4655(85)90108-0 AADF_v2_0; SURFACE GREEN'S FUNCTION VER. 2; 10.1016/0010-4655(87)90119-6 AADF_v3_0; RUMPGF; 10.1016/0010-4655(88)90151-8 AADF_v4_0; fhi93g0; 10.1016/0010-4655(94)00127-N This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/nsjbw2d8r2
title: Supplemental Materials for "A Phase 2a Trial of Brepocitinib for Cicatricial Alopecia"

description: Supplemental material for "A phase 2a trial of brepocitinib for cicatricial alopecia"