cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7079182
title: Supplementary data for article "Reduced B-cell antigenicity of Omicron lowers host serologic response"

description: This repository contains five supplementary data files for the research article "<strong>Reduced B-cell antigenicity of Omicron lowers host serologic response</strong>". For more information, please refer to the article preprint https://doi.org/10.1101/2022.02.15.480546 and upcoming article at Cell Reports. <strong>Table_hCoV229E.xlsx:</strong> list of hCoV229E RBD sequences, with associated isolate and collection date identifiers, and ScanNet antigenicity score for reproducing <strong>Figure 3A</strong>. Aligned sequences and templates are also provided. <strong>table_artificial_variants.csv</strong>: List of artificial RBD sequences generated by an evolutionary-based sequence generative model for reproducing <strong>Figure 3B</strong>, <strong>Supplementary Figure S9H</strong>. <strong>MSA_RBD.fasta:</strong> Multiple Sequence Alignment of RBD sequences and sample weights used for training the sequence generative model used in <strong>Figure 3B</strong>, <strong>Supplementary Figures S3C, S9</strong>. <strong>table_antibody_hit_rate_RBD.csv</strong>: Empirical epitope distribution for the RBD, as determined from the Protein Data Bank and raw data for <strong>Supplementary Figure S1</strong>). <strong>RBD_virtual_DMS.xlsx</strong>: virtual Deep Mutational Scan performed with ScanNet and the sequence generative model shown in <strong>Supplementary Figure S3</strong>.
DOI: 10.5281/zenodo.7049008
title: Bongard-HOI: Benchmarking Few-Shot Visual Reasoning for Human-Object Interactions

description: A significant gap remains between today's visual pattern recognition models and human-level visual cognition especially when it comes to few-shot learning and compositional reasoning of novel concepts. We introduce Bongard-HOI, a new visual reasoning benchmark that focuses on compositional learning of human-object interactions (HOIs) from natural images. It is inspired by two desirable characteristics from the classical Bongard problems (BPs): 1) few-shot concept learning, and 2) context-dependent reasoning. We carefully curate the few-shot instances with hard negatives, where positive and negative images only disagree on action labels, making mere recognition of object categories insufficient to complete our benchmarks. We also design multiple test sets to systematically study the generalization of visual learning models, where we vary the overlap of the HOI concepts between the training and test sets of few-shot instances, from partial to no overlaps. Bongard-HOI presents a substantial challenge to today's visual recognition models. The state-of-the-art HOI detection model achieves only 62% accuracy on few-shot binary prediction while even amateur human testers on MTurk have 91% accuracy. With the Bongard-HOI benchmark, we hope to further advance research efforts in visual reasoning, especially in holistic perception-reasoning systems and better representation learning.
DOI: 10.5281/zenodo.7049009
title: Bongard-HOI: Benchmarking Few-Shot Visual Reasoning for Human-Object Interactions

description: A significant gap remains between today's visual pattern recognition models and human-level visual cognition especially when it comes to few-shot learning and compositional reasoning of novel concepts. We introduce Bongard-HOI, a new visual reasoning benchmark that focuses on compositional learning of human-object interactions (HOIs) from natural images. It is inspired by two desirable characteristics from the classical Bongard problems (BPs): 1) few-shot concept learning, and 2) context-dependent reasoning. We carefully curate the few-shot instances with hard negatives, where positive and negative images only disagree on action labels, making mere recognition of object categories insufficient to complete our benchmarks. We also design multiple test sets to systematically study the generalization of visual learning models, where we vary the overlap of the HOI concepts between the training and test sets of few-shot instances, from partial to no overlaps. Bongard-HOI presents a substantial challenge to today's visual recognition models. The state-of-the-art HOI detection model achieves only 62% accuracy on few-shot binary prediction while even amateur human testers on MTurk have 91% accuracy. With the Bongard-HOI benchmark, we hope to further advance research efforts in visual reasoning, especially in holistic perception-reasoning systems and better representation learning.
DOI: 10.5281/zenodo.7079175
title: Bongard-HOI: Benchmarking Few-Shot Visual Reasoning for Human-Object Interactions

description: A significant gap remains between today's visual pattern recognition models and human-level visual cognition especially when it comes to few-shot learning and compositional reasoning of novel concepts. We introduce Bongard-HOI, a new visual reasoning benchmark that focuses on compositional learning of human-object interactions (HOIs) from natural images. It is inspired by two desirable characteristics from the classical Bongard problems (BPs): 1) few-shot concept learning, and 2) context-dependent reasoning. We carefully curate the few-shot instances with hard negatives, where positive and negative images only disagree on action labels, making mere recognition of object categories insufficient to complete our benchmarks. We also design multiple test sets to systematically study the generalization of visual learning models, where we vary the overlap of the HOI concepts between the training and test sets of few-shot instances, from partial to no overlaps. Bongard-HOI presents a substantial challenge to today's visual recognition models. The state-of-the-art HOI detection model achieves only 62% accuracy on few-shot binary prediction while even amateur human testers on MTurk have 91% accuracy. With the Bongard-HOI benchmark, we hope to further advance research efforts in visual reasoning, especially in holistic perception-reasoning systems and better representation learning.
DOI: 10.6084/m9.figshare.21099004
title: figure 5

description: The effect of transfection of exogenous ClC-3 on the level of intracellular cAMP.
DOI: 10.6084/m9.figshare.21099004.v1
title: figure 5

description: The effect of transfection of exogenous ClC-3 on the level of intracellular cAMP.
DOI: 10.5281/zenodo.7079045
title: Data Providers Samples DB v2

description: This dataset describes the data samples uploaded by the data providers to the REACH Data Catalogue for both OC1 and OC2.
DOI: 10.5281/zenodo.7079046
title: Data Providers Samples DB v2

description: This dataset describes the data samples uploaded by the data providers to the REACH Data Catalogue for both OC1 and OC2.
DOI: 10.34740/kaggle/dsv/4203728
title: COVID Vaccination in World (updated daily)
DOI: 10.6084/m9.figshare.14259707
title: Palmyra Portrait Project full bibliography September 2022

description: Full bibliography of publications from the Palmyra Portrait Project, 2012-2022
DOI: 10.6084/m9.figshare.14259707.v5
title: Palmyra Portrait Project full bibliography March 2022

description: Full bibliography of publications from the Palmyra Portrait Project, 2012-2022
DOI: 10.6084/m9.figshare.13606580
title: Palmyra Portrait Projects - list of publications 2013-September 2022

description: List of publications from the Palmyra Portrait Project 2013-2022 (updated September 2022)
DOI: 10.6084/m9.figshare.13606580.v4
title: Palmyra Portrait Projects - list of publications 2013-September 2022

description: List of publications from the Palmyra Portrait Project 2013-2022 (updated September 2022)
DOI: 10.6084/m9.figshare.13606580.v3
title: Palmyra Portrait Projects - list of publications 2013- March 2022

description: List of publications from the Palmyra Portrait Project 2013-2022 (updated March 2021)
DOI: 10.6084/m9.figshare.12272714.v3
title: Palmyra Portrait Project full bibliography 2013-March 2022

description: Full bibliography of publications stemming from the Palmyra Portrait Project 2013-2022(updated March 2022)
DOI: 10.6084/m9.figshare.12272714
title: Palmyra Portrait Project full bibliography 2013-September 2022

description: Full bibliography of publications stemming from the Palmyra Portrait Project 2013-2022 (updated September 2022)
DOI: 10.6084/m9.figshare.12272714.v5
title: Palmyra Portrait Project full bibliography 2013-September 2022

description: Full bibliography of publications stemming from the Palmyra Portrait Project 2013-2022 (updated September 2022)
DOI: 10.6084/m9.figshare.12272714.v4
title: Palmyra Portrait Project full bibliography 2013-March 2022

description: Full bibliography of publications stemming from the Palmyra Portrait Project 2013-2022 (updated September 2022)
DOI: 10.6084/m9.figshare.19651962
title: Aichi Target 11 protected and conserved areas within the boreal caribou distribution (modified from source)

description: Protected and conserved areas within the boreal caribou distribution that contribute to Aichi Target 11. Raster layer is prepared from the December 2019 version of the Canadian Protected and Conserved Areas Database (Canadian Wildlife Service, 2019). Value 1 indicates presence (≥50% coverage of analysis cell) and value 0 is absence (&lt;50% coverage of analysis cell). Data were subset, projected, and rasterized on a standard analysis grid (1 km by 1 km cells). Source: Canadian Wildlife Service. 2019. Canadian Protected and Conserved Areas Database, December 2019 version [Data set: .gdb files]. Environment and Climate Change Canada, Government of Canada. Accessed 2020-11-30.
DOI: 10.25403/upresearchdata.21091777
title: Forb herbarium voucher of the grassland biome of South Africa

description: The data forms part of an MSc study of the grassland diversity of South Africa. This dataset include herbrium vouchers and iNaturalist records of species that were collected in the under-sampled grassland regions of South Africa.
DOI: 10.25403/upresearchdata.21091777.v1
title: Forb herbarium voucher of the grassland biome of South Africa

description: The data forms part of an MSc study of the grassland diversity of South Africa. This dataset include herbrium vouchers and iNaturalist records of species that were collected in the under-sampled grassland regions of South Africa.
DOI: 10.6084/m9.figshare.19640043
title: Taxonomic diversity within the boreal caribou distribution

description: Taxonomic diversity within the boreal caribou distribution, based on the inverse Berger-Parker index of 80 considered species/population distributions and their corresponding taxonomic group. Values ≥ 2.25 are considered to be a 'hotspot', based on the 75th percentile of a corresponding Canada-wide taxonomic diversity layer. Most species/population distributions were from the Environment and Climate Change Canada (ECCC) 'Range Map extents - Species at Risk' data set (https://open.canada.ca/data/en/dataset/d00f8e8c-40c4-435a-b790-980339ce3121) which is compiled from a combination of NatureServe (https://www.natureserve.org/) data, species at risk recovery strategies, ECCC resources and COSEWIC status reports. Some species/population distributions were digitized by project members, based on figures in COSEWIC status reports, or other federal or provincial government reports. See the 'Prepared species distributions' data set for more information. <br>
DOI: 10.6084/m9.figshare.19640037
title: Species richness within the boreal caribou distribution

description: Species richness within the boreal caribou distribution, based on 80 considered species/population distributions. Values ≥ 17 are considered to be a 'hotspot', based on the 75th percentile of a corresponding Canada-wide richness layer. Most species/population distributions were from the Environment and Climate Change Canada (ECCC) 'Range Map extents - Species at Risk' data set (https://open.canada.ca/data/en/dataset/d00f8e8c-40c4-435a-b790-980339ce3121) which is compiled from a combination of NatureServe (https://www.natureserve.org/) data, species at risk recovery strategies, ECCC resources and COSEWIC status reports. Some species/population distributions were digitized by project members, based on figures in COSEWIC status reports, or other federal or provincial government reports. See the 'Prepared species distributions' data set for more information. <br>
DOI: 10.6084/m9.figshare.19638771
title: Refugia within the boreal caribou distribution (modified from source)

description: Refugia value within the boreal caribou distribution, as prepared from the 'Maximum pixel-level refugia value (RCP 8.5, 2050s)' layer from the 'Velocity-based macrorefugia for North American ecoregions' dataset (Stralberg, 2019). The data were projected and aligned to a standard analysis grid. Raster values ≥ 0.031299 were considered to be a hotspot. Source: Stralberg, D. 2019. Velocity-based macrorefugia for North American ecoregions [Data set]. Zenodo. http://doi.org/10.5281/zenodo.2579337 Stralberg, D., Carroll, C., Pedlar, J.H., Wilsey, C.B., McKenney, D.W. and Nielsen, S.E., 2018. Macrorefugia for North American trees and songbirds: Climatic limiting factors and multi‐scale topographic influences. <em>Global Ecology and Biogeography</em>, <em>27</em>(6), pp.690-703.
DOI: 10.6084/m9.figshare.19636749
title: Soil carbon within boreal caribou distribution (modified from source)

description: Soil organic carbon stock (tonnes/ha, 0-100 cm depth) within the boreal caribou distribution, as prepared from the SoilGrids250m dataset. The data were projected, spatially aggregated, and aligned to a standard analysis grid. Raster values ≥ 608 (t/ha) were considered to be a hotspot. Source: Hengl, T., Mendes de Jesus, J., Heuvelink, G. B., Ruiperez Gonzalez, M., Kilibarda, M., Blagotić, A., ... & Kempen, B. (2017). SoilGrids250m: Global gridded soil information based on machine learning. PLoS one, 12(2), e0169748. The SoilGrids dataset is licensed under the Open Data Commons Open Database License (ODbL): https://opendatacommons.org/licenses/odbl/ This license should be used, as opposed to the 'CC BY 4.0' flag on this item.
DOI: 10.34820/fk2/howatb/uvsqyo
title: data_centrality_process.tab

description: :unav
DOI: 10.34820/fk2/howatb/c9rum0
title: data_centrality_real.tab

description: :unav
DOI: 10.34820/fk2/howatb
title: Word centrality of The Holy Quran

description: Degree centrality, betweenness centrality, and closeness centrality of The Holy Quran
DOI: 10.18170/dvn/gpdeh2
title: The efficacy of and user satisfaction with cyproterone acetate and spironolactone as antiandrogens in transgender women

description: additional file
DOI: 10.5281/zenodo.7079272
title: Representations of rural settlements in Poland

description: A set of hand-sketches of 22 selected villages in Poland collected during the project entitled "Representations of Rural Settlements in Poland" supported by the National Science Centre under Grant No. 2014/13/B/HS4/00481.
DOI: 10.5281/zenodo.7079271
title: Representations of rural settlements in Poland

description: A set of hand-sketches of 22 selected villages in Poland collected during the project entitled "Representations of Rural Settlements in Poland" supported by the National Science Centre under Grant No. 2014/13/B/HS4/00481.
DOI: 10.5281/zenodo.7079369
title: QENS Li simulation

description: Here is my QENS Li dataset
DOI: 10.5281/zenodo.7079368
title: QENS Li simulation

description: Here is my QENS Li dataset
DOI: 10.5281/zenodo.7051423
title: Data set

description: Data set from <strong>Conventional and sustainable agricultural management effect of contrasting crops on carbon and water fluxes in a Mexican semi-arid region</strong>
DOI: 10.5281/zenodo.7051422
title: Data set

description: Data set from <strong>Conventional and sustainable agricultural management effect of contrasting crops on carbon and water fluxes in a Mexican semi-arid region</strong>
DOI: 10.5281/zenodo.7076322
title: Data set

description: Data set from <strong>Conventional and sustainable agricultural management effect of contrasting crops on carbon and water fluxes in a Mexican semi-arid region</strong>
DOI: 10.57833/cidacs/fphluq
title: Sistema de Informações sobre Mortalidade vinculado ao Sistema de Informações sobre Nascidos Vivos e à extração Coorte de cem milhões com geocodificação e informações de setores censitários

description: Base produzida e utilizada com a finalidade de alcance do objetivo de "Adicionar informações geográficas à Coorte de 100 milhões de brasileiros", componente do projeto intitulado: "Grupo De Pesquisa Em Saúde Global Sobre Políticas E Desigualdades Em Saúde – NIHR Global Health Research Group In Social Policy And Health Iniqualities".
DOI: 10.6084/m9.figshare.21106831.v1
title: 8-_ jc.2022-01305-Re-revised manuscript-supplemental material.pdf

description: Purpose: In patients with SARS-CoV-2 infection, diabetes is associated with poor COVID-19 prognosis. However, case detection strategy is divergent and reported prevalence varies from 5 to 35%. We examined in how far the choice of screening tools impacts the detection rate of dysglycemia and in consequence the estimation of diagnosis-associated risk for moderate (mo) or severe (s) COVID-19. Methods: Non-ICU in-patients with COVID-19 were screened systematically at admission for diabetes (D) and prediabetes (PreD) by HbA1c (A), random blood glucose (B) and known history (C) during 01/NOV/2020-08/MAR/2021. Dysglycemia rate and impact on COVID-19 outcome were analyzed in two screening strategies (ABC vs. BC). Results: 578/601 (96.2%) of admitted patients were screened and analyzed. In ABC, prevalence of D and PreD was 38.2 and 37.5%, respectively. D was significantly associated with an increased risk for more severe COVID-19 (aOR(moCOVID-19): 2.14, 95%CI: 1.22-3.75 and aOR(sCOVID-19): 2.83, 95%CI:1.54-5.19). Patients with PreD also presented more often with more severe COVID-19 than those with normoglycemia (aOR(moCOVID-19): 1.76, 95%CI: 1.04-2.97 and aOR(sCOVID-19): 2.41, 95%CI: 1.37-4.23). Screening with BC only failed to identify 96% of PreD (206/217) and 26.2% of D diagnosis (58/221) and missed association of dysglycemia and COVID-19 severity. Conclusions: Pandemic conditions may hamper dysglycemia detection rate and in consequence the awareness of individual patient risk for COVID-19 severity. A systematic diabetes screening including HbA1c reduces underdiagnosis of previously unknown or new onset dysglycemia, enhances the quality of risk estimation and access of patients at risk to a diabetes-specific interventi
DOI: 10.21223/vxoblg/sjwmai
title: VirusDetectWin.rar

description: :unav
DOI: 10.6084/m9.figshare.19550398
title: Zannone_Fluids_Sup.Mat

description: Supplementary material of submitted paper. This file includes 4 tables, and 4 figures.
DOI: 10.6084/m9.figshare.19550398.v3
title: Zannone_Fluids_Sup.Mat

description: Supplementary material of submitted paper. This file includes 4 tables, and 4 figures.
DOI: 10.6084/m9.figshare.19550398.v2
title: Zannone_Fluids_Sup.Mat

description: Supplementary material of submitted paper. This file includes methods, tables, and figures.
DOI: 10.5517/cc105dq9
title: CCDC 928720: Experimental Crystal Structure Determination

description: Related Article: P.G.Jones, M.D.Villacampa|2013|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc105drb
title: CCDC 928721: Experimental Crystal Structure Determination

description: Related Article: P.G.Jones, M.D.Villacampa|2013|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc105dsc
title: CCDC 928722: Experimental Crystal Structure Determination

description: Related Article: P.G.Jones, M.D.Villacampa|2013|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2bwhzq
title: CCDC 2171394: Experimental Crystal Structure Determination

description: Related Article: Deysy Andrea Molina Giraldo, Luz Amalia Ríos Vásquez, Rubén A. Toscano, Rogelio Ocampo-Cardona, Jessica Johanna Gomez-Peña, Mario A. Macías|2022|J.Mol.Struct.|1271|133962|doi:10.1016/j.molstruc.2022.133962
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2bwj0s
title: CCDC 2171395: Experimental Crystal Structure Determination

description: Related Article: Deysy Andrea Molina Giraldo, Luz Amalia Ríos Vásquez, Rubén A. Toscano, Rogelio Ocampo-Cardona, Jessica Johanna Gomez-Peña, Mario A. Macías|2022|J.Mol.Struct.|1271|133962|doi:10.1016/j.molstruc.2022.133962
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.34968/nims.1432
title: FGMs Database
title: 傾斜機能材料データベース
DOI: 10.5281/zenodo.7030279
title: Spectral Effects of Absorbing Aerosols on Backscattered UV Radiation

description: Satellite measurements of backscattered UV radiation are sensitive to the presence of UV-absorbing aerosols in the atmosphere. These measurements are commonly used for determining the concentration of atmospheric trace gases such as O<sub>3</sub>, SO<sub>2</sub>, and H<sub>2</sub>CO. The theoretical results in this dataset describe the effects of UV-absorbing mineral dust and carbonaceous smoke aerosols on these backscatter satellite measurements between 300-400 nm. The information provided is independent of any specific trace gas retrieval algorithm and does not require detailed a priori knowledge of aerosol and surface properties. The results are derived from the analysis of the radiative transfer model simulations performed with the optical property data used in the Ozone Monitoring Instrument (OMI) UV aerosol retrieval algorithm, OMAERUV. Results from this algorithm have been validated with Aerosol Robotic Network (AERONET) observations (Jethva & Torres, 2011; Torres et al., 2018). This dataset is associated with the following publication: Jethva, H., Haffner, D., Bhartia, P. K., & Torres, O. (2022). Estimating Spectral Effects of Absorbing Aerosols on Backscattered UV Radiation, Earth Space Sci., Accepted.
description: This dataset is a product of research funded by NASA's Science Mission Directorate, WBS 479717, Long Term Measurement of Ozone.
DOI: 10.34968/nims.1427
title: READS
title: Database of Promising Adsorbents for Decontamination of Radioactive Substances
DOI: 10.34968/nims.1428
title: READS
title: 放射性物質の除去・回収技術のためのデータベース
DOI: 10.34968/nims.1331
title: 研究者の立場からオープンアクセスをどう捉えるか
DOI: 10.34968/nims.1329
title: ファイバフューズ現象とその回避技術
DOI: 10.34968/nims.1330
title: Fiber Fuse: its Actions, Behaviors and Control methods
DOI: 10.34968/nims.1317
title: Upgrade your slides with Rule of Three and LaTeX
DOI: 10.34968/nims.1318
title: セルフアーカイビング事例から読み解く研究情報環境が備えるべき機能