cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57760/sciencedb.20261
title: Effects of SiO2 and TiO2 Capping Layers on Sn Contamination Deposition Characteristics on the Surface of Extreme Ultraviolet Multilayer Coatings
title: SiO2和TiO2保护层对极紫外多层膜表面Sn污染沉积特性的影响

description: The deposition characteristics of Sn contamination on the surface of extreme ultraviolet (EUV) multilayer coatings are closely related to the capping layer materials and properties. In this study, SiO2 and TiO2 single-layer coatings were prepared by plasma-enhanced atomic layer deposition. The effects of deposition temperature on the chemical composition, phase structure, surface morphology and density of the single-layer coatings were studied. SiO2 and TiO2 capping layers with different thicknesses were deposited on the surface of Mo2C/Si multilayer coatings at the optimized deposition temperature, and Ru capping layers were prepared on the surface of multilayers by magnetron sputtering deposition technology for comparative study. Sn contamination was deposited on the surface of multilayers with different capping layers by electron-beam evaporation. The results show that compared with the Ru capping layers, the TiO2 capping layers have better hydrophobic properties. SiO2 and TiO2 capping layers show better inhibition of Sn contamination crystallization, and have smaller surface coverage of Sn contamination.
description: The deposition characteristics of Sn contamination on the surface of extreme ultraviolet (EUV) multilayer coatings are closely related to the capping layer materials and properties. In this study, SiO2 and TiO2 single-layer coatings were prepared by plasma-enhanced atomic layer deposition. The effects of deposition temperature on the chemical composition, phase structure, surface morphology and density of the single-layer coatings were studied. SiO2 and TiO2 capping layers with different thicknesses were deposited on the surface of Mo2C/Si multilayer coatings at the optimized deposition temperature, and Ru capping layers were prepared on the surface of multilayers by magnetron sputtering deposition technology for comparative study. Sn contamination was deposited on the surface of multilayers with different capping layers by electron-beam evaporation. The results show that compared with the Ru capping layers, the TiO2 capping layers have better hydrophobic properties. SiO2 and TiO2 capping layers show better inhibition of Sn contamination crystallization, and have smaller surface coverage of Sn contamination.
DOI: 10.57760/sciencedb.20262
title: Oscillatory control over representational geometry of sequence working memory in macaque frontal cortex
title: Oscillatory control over representational geometry of sequence working memory in macaque frontal cortex

description: To process sequential streams of information, e.g., language, the brain must encode multiple items in sequence working memory (SWM) according to their ordinal relationship. While the geometry of neural states could represent sequential events in the frontal cortex, the control mechanism over these neural states remains unclear. Using high-throughput electrophysiology recording in the macaque frontal cortex, we observed widespread theta responses after each stimulus entry. Crucially, by applying targeted dimensionality reduction to extract task-relevant neural subspaces from both LFP and spike data, we found that theta power transiently encoded each sequentially presented stimulus regardless of its order. At the same time, theta-spike interaction was rank-selectively associated with memory subspaces, thereby potentially supporting the binding of items to appropriate ranks. Furthermore, this putative theta control can generalize to length-variable and error sequences, predicting behavior. Thus, decomposed entry/rank-WM subspaces and theta-spike interactions may underlie the control of SWM.
description: To process sequential streams of information, e.g., language, the brain must encode multiple items in sequence working memory (SWM) according to their ordinal relationship. While the geometry of neural states could represent sequential events in the frontal cortex, the control mechanism over these neural states remains unclear. Using high-throughput electrophysiology recording in the macaque frontal cortex, we observed widespread theta responses after each stimulus entry. Crucially, by applying targeted dimensionality reduction to extract task-relevant neural subspaces from both LFP and spike data, we found that theta power transiently encoded each sequentially presented stimulus regardless of its order. At the same time, theta-spike interaction was rank-selectively associated with memory subspaces, thereby potentially supporting the binding of items to appropriate ranks. Furthermore, this putative theta control can generalize to length-variable and error sequences, predicting behavior. Thus, decomposed entry/rank-WM subspaces and theta-spike interactions may underlie the control of SWM.
DOI: 10.57760/sciencedb.20264
title: Data for Model Classification Test and Cluster
title: 模型分类测试与聚类数据

description: Manual annotation classification data used to test the classification performance of model application fields, and sample data used for clustering recognition of Chinese AI patent application fields 
description: Manual annotation classification data used to test the classification performance of model application fields, and sample data used for clustering recognition of Chinese AI patent application fields
DOI: 10.5281/zenodo.10270789
title: Edvard Grieg - Lyric Pieces (A corpus of annotated scores)

description: This corpus of annotated MuseScore files has been created within the DCML corpus initiative and employs the DCML harmony annotation standard. It is one out of nine similar corpora that have been grouped together to An Annotated Corpus of Tonal Piano Music from the Long 19th Century which comes with a data report that is currently under review.


The dataset lives on GitHub (link under "Related identifiers") and is stored on Zenodo purely for conservation and automatic DOI generation for new GitHub releases. For technical reasons, we include only brief, generic instructions on how to use the data. For more detailed documentation, please refer to the dataset's GitHub page.


What is included


The dataset includes annotated MusicScores .mscx files that have been created with MuseScore 3.6.2 and can be opened with any MuseScore 3, or later version. Apart from that, the score information (measures, notes, harmony labels) have been extracted in the form of TSV files which can be found respectively in the folders measures, notes, and harmonies. They have been extracted with the Python library ms3 and its documentation has a column glossary for looking up the meaning of a column.


Getting the data


You can download the dataset as a ZIP file from Zenodo or GitHub. Please note that these automatically generated ZIP files do not include submodules, which would appear as empty folders. If you need ZIP files, you will need to find the submodule repositories (e.g. via GitHub) and download them individually.


Apart from that, there is the possibility to git-clone the GitHub repository to your disk. This has the advantage that it allows to version-control any changes you want to make to the dataset and to ask for your changes to be included ("merged") in a future version.
DOI: 10.5281/zenodo.15292664
title: Edvard Grieg – Lyric Pieces (A corpus of annotated scores)

description: https://dcmlab.github.io/grieg_lyric_pieces/
DOI: 10.5281/zenodo.7473578
title: Edvard Grieg – Lyric Pieces (A corpus of annotated scores)

description: https://dcmlab.github.io/grieg_lyric_pieces/
DOI: 10.5281/zenodo.7535733
title: Edvard Grieg - Lyric Pieces (A corpus of annotated scores)

description: This corpus of annotated MuseScore files has been created within the DCML corpus initiative and employs the DCML harmony annotation standard. It is one out of nine similar corpora that have been grouped together to An Annotated Corpus of Tonal Piano Music from the Long 19th Century which comes with a data report that is currently under review. <strong>Version 1</strong> has been released for submitting it as part of the data report <code>Hentschel, J., Rammos, Y., Neuwirth, M., Rohrmeier, M. (forthcoming). An Annotated Corpus of Tonal Piano Music from the Long 19th Century</code> that accompanies nine corpora grouped under the DOI 10.5281/zenodo.7483349. <strong>Version 1.1</strong> comes with a complete set of metadata and score headers. Among more accurate composition dates, the metadata now include URIs that identify the compositions in terms of the Virtual International Authority File (VIAF), Wikidata, IMSLP and MusicBrainz. The data has been re-extracted from the scores using ms3 1.1.1.
DOI: 10.5281/zenodo.8329246
title: Edvard Grieg - Lyric Pieces (A corpus of annotated scores)

description: This corpus of annotated MuseScore files has been created within the DCML corpus initiative and employs the DCML harmony annotation standard. It is one out of nine similar corpora that have been grouped together to An Annotated Corpus of Tonal Piano Music from the Long 19th Century which comes with a data report that is currently under review. The dataset lives on GitHub (link under "Related identifiers") and is stored on Zenodo purely for conservation and automatic DOI generation for new GitHub releases. For technical reasons, we include only brief, generic instructions on how to use the data. For more detailed documentation, please refer to the dataset's GitHub page. <strong>What is included</strong> The dataset includes annotated MusicScores <strong>.mscx</strong> files that have been created with MuseScore 3.6.2 and can be opened with any MuseScore 3, or later version. Apart from that, the score information (measures, notes, harmony labels) have been extracted in the form of TSV files which can be found respectively in the folders <code>measures</code>, <code>notes</code>, and <code>harmonies</code>. They have been extracted with the Python library ms3 and its documentation has a column glossary for looking up the meaning of a column. <strong>Getting the data</strong> You can download the dataset as a ZIP file from Zenodo or GitHub. Please note that these automatically generated ZIP files do not include submodules, which would appear as empty folders. If you need ZIP files, you will need to find the submodule repositories (e.g. via GitHub) and download them individually. Apart from that, there is the possibility to git-clone the GitHub repository to your disk. This has the advantage that it allows to version-control any changes you want to make to the dataset and to ask for your changes to be included ("merged") in a future version.
DOI: 10.57760/sciencedb.j00133.00492
title: AI Patent Data
title: 人工智能专利数据

description: Part of the artificial intelligence patents retrieved from the patent system of the State Intellectual Property Office, as well as data used for training and testing recognition models in application fields. 
description: Part of the artificial intelligence patents retrieved from the patent system of the State Intellectual Property Office, as well as data used for training and testing recognition models in application fields.
DOI: 10.57760/sciencedb.20266
title: Bibliographic data from Scientific data integration
title: Bibliographic data from Scientific data integration

description: Bibliographic data extracted from databases to compose the corpus of the study Scientific Data Integration for a bibliometric study. The data were retrieved from the Web of Science, IEEE Xplore, and ACM databases.
description: Bibliographic data extracted from databases to compose the corpus of the study Scientific Data Integration for a bibliometric study. The data were retrieved from the Web of Science, IEEE Xplore, and ACM databases.
DOI: 10.57760/sciencedb.20265
title: Datasets Related to Nanoporous Silicon Dioxide Films for Large Area and Low-Cost Fabrication of Ultra-Low Refractive Index Coatings
title: Datasets Related to Nanoporous Silicon Dioxide Films for Large Area and Low-Cost Fabrication of Ultra-Low Refractive Index Coatings

description: Morphological and Chemical Composition Characterization. The composition of the SiO2-Al2O3 films before and after etching were measured using a Thermo Scientific (K-Alpha) X-ray photoelectron spectrometer. SEM images and EDS analyzes for chemical characterization were recorded using Carl Zeiss (GeminiSEM 500) scanning electron microscope.Optical Characterization.The reflectance and transmittance spectra were measured with a universal measurement spectrophotometer Cary 7000 from Agilent Inc. The refractive indices and thicknesses of the nanoporous silicon dioxide films were obtained using spectral analysis, taking into account the reflectance and transmittance curves in the measurement range of 380 nm-780 nm
description: Morphological and Chemical Composition Characterization. The composition of the SiO2-Al2O3 films before and after etching were measured using a Thermo Scientific (K-Alpha) X-ray photoelectron spectrometer. SEM images and EDS analyzes for chemical characterization were recorded using Carl Zeiss (GeminiSEM 500) scanning electron microscope.Optical Characterization.The reflectance and transmittance spectra were measured with a universal measurement spectrophotometer Cary 7000 from Agilent Inc. The refractive indices and thicknesses of the nanoporous silicon dioxide films were obtained using spectral analysis, taking into account the reflectance and transmittance curves in the measurement range of 380 nm-780 nm
DOI: 10.57760/sciencedb.20270
title: Data on anaemia and overweight/obesity among women who are involved in oyster value chain.
title: Data on anaemia and overweight/obesity among women who are involved in oyster value chain.

description: A structured questionnaire was administered to women shellfishers (women in engaged in oyster production, processing and retailing) in their homes. It gathered data on sociodemographic characteristics, dietary intake (dietary diversity and nutrient intakes), poverty probability index (PPI), household assets, food security status, overweight/obesity and anaemia.
description: A structured questionnaire was administered to women shellfishers (women in engaged in oyster production, processing and retailing) in their homes. It gathered data on sociodemographic characteristics, dietary intake (dietary diversity and nutrient intakes), poverty probability index (PPI), household assets, food security status, overweight/obesity and anaemia.
DOI: 10.57760/sciencedb.20273
title: Supplementary Material
title: Supplementary Material

description: Search Strategy: Details of systematic literature search PRISMA Flowchart showing the process for selection of eligible studiesTable: Case-Control Studies included in meta-analysis showing AS exposure and outcome statusGraph: The association of AS consumption with all cancers in case-control studiesTable: Prospective Cohort Studies included in meta-analysis showing AS exposure and outcome status Table: The association of AS consumption with all cancers in cohort studiesCritical Appraisal for Case-Control Studies following Joanna Brigs InstituteCritical Appraisal for Cohort Studies following Joanna Brigs Institute
description: Search Strategy: Details of systematic literature search PRISMA Flowchart showing the process for selection of eligible studiesTable: Case-Control Studies included in meta-analysis showing AS exposure and outcome statusGraph: The association of AS consumption with all cancers in case-control studiesTable: Prospective Cohort Studies included in meta-analysis showing AS exposure and outcome status Table: The association of AS consumption with all cancers in cohort studiesCritical Appraisal for Case-Control Studies following Joanna Brigs InstituteCritical Appraisal for Cohort Studies following Joanna Brigs Institute
DOI: 10.57760/sciencedb.20280
title: Effectiveness of Different Repetitive Transcranial Magnetic Stimulation Modalities
title: Effectiveness of Different Repetitive Transcranial Magnetic Stimulation Modalities

description: A frequentist network meta-analysis (NMA) using a random-effects model was employed to synthesize both direct and indirect evidence concurrently. All analyses were conducted using Stata statistical software version 16.0 and Review Manager software version 5.331. The effect size for continuous variables was assessed using mean difference (MD) with a 95% confidence interval (CI). In cases where a closed loop existed, statistical inconsistency between direct and indirect evidence was evaluated through local (node-splitting method) and global (design-by-treatment interaction model) approaches32. If the P-value exceeded 0.05, it indicated no statistically significant inconsistency, and the consistency model was applied for further analysis. A network plot was generated to illustrate the relationships among the different interventions, where the size of the nodes represented the sample size of each intervention, and the line thickness indicated the number of randomized controlled trials (RCTs) with direct comparisons. The surface under the cumulative ranking curve (SUCRA) probabilities were calculated to assess the efficacy of various treatment strategies, with higher SUCRA values indicating a more favorable outcome33. Cumulative probability line charts were also produced. Lastly, potential publication bias in the NMA was evaluated using a comparison-adjusted funnel plot.
description: A frequentist network meta-analysis (NMA) using a random-effects model was employed to synthesize both direct and indirect evidence concurrently. All analyses were conducted using Stata statistical software version 16.0 and Review Manager software version 5.331. The effect size for continuous variables was assessed using mean difference (MD) with a 95% confidence interval (CI). In cases where a closed loop existed, statistical inconsistency between direct and indirect evidence was evaluated through local (node-splitting method) and global (design-by-treatment interaction model) approaches32. If the P-value exceeded 0.05, it indicated no statistically significant inconsistency, and the consistency model was applied for further analysis. A network plot was generated to illustrate the relationships among the different interventions, where the size of the nodes represented the sample size of each intervention, and the line thickness indicated the number of randomized controlled trials (RCTs) with direct comparisons. The surface under the cumulative ranking curve (SUCRA) probabilities were calculated to assess the efficacy of various treatment strategies, with higher SUCRA values indicating a more favorable outcome33. Cumulative probability line charts were also produced. Lastly, potential publication bias in the NMA was evaluated using a comparison-adjusted funnel plot.
DOI: 10.15468/dl.9z78by
title: Occurrence Download

description: A dataset containing 137 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Nannotrigona schultzei (Friese, 1901)"
 ]
}

 The dataset includes 137 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001204-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.20287
title: Global evolution, energetics and origins of auroral streamers
title: Global evolution, energetics and origins of auroral streamers

description: Precursor auroral streamers are important auroral phenomena usually observed prior to substorm onset, but their evolution during substorms is still not fully understood. Streamers evolve rapidly with a time scale of minutes and have a narrow spatial distribution, typically less than 0.5 hours in magnetic local time. Using a high-resolution (382×512×382 cells in the radial, polar, and azimuthal directions) global simulation model, we successfully reproduced streamers and calculated contributions to their patterns from precipitating electrons with different energy ranges. This dataset contains simulation results and calculation codes.
description: Precursor auroral streamers are important auroral phenomena usually observed prior to substorm onset, but their evolution during substorms is still not fully understood. Streamers evolve rapidly with a time scale of minutes and have a narrow spatial distribution, typically less than 0.5 hours in magnetic local time. Using a high-resolution (382×512×382 cells in the radial, polar, and azimuthal directions) global simulation model, we successfully reproduced streamers and calculated contributions to their patterns from precipitating electrons with different energy ranges. This dataset contains simulation results and calculation codes.
DOI: 10.57760/sciencedb.20284
title: Exploration on growth and characteristics of novel disordered Dy3+:Ca(Gd0.5Y0.5)Al3O7 melilite crystal for potential yellow laser
title: Exploration on growth and characteristics of novel disordered Dy3+:Ca(Gd0.5Y0.5)Al3O7 melilite crystal for potential yellow laser

description: This is the dataset of the paper entitled "Exploration on growth and characteristics of novel disordered Dy3+:Ca(Gd0.5Y0.5)Al3O7 melilite crystal for potential yellow laser"
description: This is the dataset of the paper entitled "Exploration on growth and characteristics of novel disordered Dy3+:Ca(Gd0.5Y0.5)Al3O7 melilite crystal for potential yellow laser"