cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10156729
title: Pediatricians' Professional Identities: A Q-Methodology

description: sipplementary files 1,2,3 for publication of Pediatricians' Professional Identities
DOI: 10.5281/zenodo.10156796
title: SOME PROBLEMS OF THE VERBALIZERS OF CONCEPT OF "MAN" IN MODERN LINGUISTICS
DOI: 10.5281/zenodo.10156797
title: SOME PROBLEMS OF THE VERBALIZERS OF CONCEPT OF "MAN" IN MODERN LINGUISTICS
DOI: 10.34740/kaggle/dsv/7003710
title: MoviesDatasets
DOI: 10.6084/m9.figshare.24588165
title: methy_1417_12088.csv

description: DNA 甲基化的数据
DOI: 10.6084/m9.figshare.24588165.v1
title: methy_1417_12088.csv

description: DNA 甲基化的数据
DOI: 10.6084/m9.figshare.24588162
title: cna_1417_22079.csv

description: 这是DNA 的拷贝数变异数据
DOI: 10.6084/m9.figshare.24588162.v1
title: cna_1417_22079.csv

description: 这是DNA 的拷贝数变异数据
DOI: 10.34740/kaggle/dsv/7003716
title: Mahanagar Yatayat Transport Dataset
DOI: 10.5281/zenodo.10156810
title: ФАКТОРЫ ЖЕСТОВ  И ЯЗЫКА МУЖЧИН И ЖЕНЩИН В РАЗНОСИСТЕМНЫХ ЯЗЫКАХ
DOI: 10.5281/zenodo.10156811
title: ФАКТОРЫ ЖЕСТОВ  И ЯЗЫКА МУЖЧИН И ЖЕНЩИН В РАЗНОСИСТЕМНЫХ ЯЗЫКАХ
DOI: 10.5281/zenodo.10156815
title: DYSFEMISMS, HISTORY OF THEIR ORIGIN, CHARACTERISTICS
DOI: 10.5281/zenodo.10156814
title: DYSFEMISMS, HISTORY OF THEIR ORIGIN, CHARACTERISTICS
DOI: 10.6084/m9.figshare.24588171
title: mrna_1417_20592.csv

description: 基因表达数据
DOI: 10.6084/m9.figshare.24588171.v1
title: mrna_1417_20592.csv

description: 基因表达数据
DOI: 10.5281/zenodo.10156819
title: CRITERION OF IDEOMATIVITY IN PHRASEOLOGICAL UNITS
DOI: 10.5281/zenodo.10156820
title: CRITERION OF IDEOMATIVITY IN PHRASEOLOGICAL UNITS
DOI: 10.5281/zenodo.10156827
title: lc_ms_method_params

description: Test upload of a dataset
DOI: 10.5281/zenodo.10156826
title: lc_ms_method_params

description: Test upload of a dataset
DOI: 10.5281/zenodo.10156832
title: PRINCIPLES OF VOCABULARY COMPOSITION
DOI: 10.5281/zenodo.10156833
title: PRINCIPLES OF VOCABULARY COMPOSITION
DOI: 10.5281/zenodo.10155189
title: Additional files for Haplotype-resolved assemblies and variant benchmark of a Chinese Quartet

description: Chinese Quartet Genome 
In this repository, we provided some additional files for Haplotype-resolved assemblies and variant benchmark of a Chinese Quartet.
 
Additional Files 

Additional file4_CSV.evidence.pdf:

Manually curated candidate CSVs of the twins in Chinese Quartet.
Additional file5_denovo_somatic.evidence.pdf

Manually curated candidate de novo and somatic mutations of the twins in Chinese Quartet.
Additional file6 potential_FP_FN.pdf

Manually curated potential false positives and false negative of Chinese Quartet benchmarks.
Other publihsed files

Variants of the standard reference by Illumina reads are downloaded from https://zenodo.org/record/5275189#.YaaYn9DMJPZ. 
Small variants for HG002 are downloaded from GIAB FTP site at https://ftp-trace.ncbi.nlm.nih.gov/ReferenceSamples/giab/release/AshkenazimTrio/HG002_NA24385_son/latest/GRCh38/HG002_GRCh38_1_22_v4.2.1_benchmark.vcf.gz. 
Large variants for HG002 are downloaded from https://ftp-trace.ncbi.nlm.nih.gov/ReferenceSamples/giab/data/AshkenazimTrio/analysis/NIST_SVs_Integration_v0.6/HG002_SVs_Tier1_v0.6.vcf.gz. 
Variants for HGSVC samples are downloaded at http://ftp.1000genomes.ebi.ac.uk/vol1/ftp/data_collections/HGSVC2/
DOI: 10.5281/zenodo.10155190
title: Additional files for Haplotype-resolved assemblies and variant benchmark of a Chinese Quartet

description: Chinese Quartet Genome 
In this repository, we provided some additional files for Haplotype-resolved assemblies and variant benchmark of a Chinese Quartet.
 
Additional Files 

Additional file4_CSV.evidence.pdf:

Manually curated candidate CSVs of the twins in Chinese Quartet.
Additional file5_denovo_somatic.evidence.pdf

Manually curated candidate de novo and somatic mutations of the twins in Chinese Quartet.
Additional file6 potential_FP_FN.pdf

Manually curated potential false positives and false negative of Chinese Quartet benchmarks.
DOI: 10.5281/zenodo.10156677
title: Additional files for Haplotype-resolved assemblies and variant benchmark of a Chinese Quartet

description: Chinese Quartet Genome 
In this repository, we provided some additional files for Haplotype-resolved assemblies and variant benchmark of a Chinese Quartet.
 
Additional Files 

Additional file4_CSV.evidence.pdf:

Manually curated candidate CSVs of the twins in Chinese Quartet.
Additional file5_denovo_somatic.evidence.pdf

Manually curated candidate de novo and somatic mutations of the twins in Chinese Quartet.
Additional file6 potential_FP_FN.pdf

Manually curated potential false positives and false negative of Chinese Quartet benchmarks.
Other publihsed files

Variants of the standard reference by Illumina reads are downloaded from https://zenodo.org/record/5275189#.YaaYn9DMJPZ. 
Small variants for HG002 are downloaded from GIAB FTP site at https://ftp-trace.ncbi.nlm.nih.gov/ReferenceSamples/giab/release/AshkenazimTrio/HG002_NA24385_son/latest/GRCh38/HG002_GRCh38_1_22_v4.2.1_benchmark.vcf.gz. 
Large variants for HG002 are downloaded from https://ftp-trace.ncbi.nlm.nih.gov/ReferenceSamples/giab/data/AshkenazimTrio/analysis/NIST_SVs_Integration_v0.6/HG002_SVs_Tier1_v0.6.vcf.gz. 
Variants for HGSVC samples are downloaded at http://ftp.1000genomes.ebi.ac.uk/vol1/ftp/data_collections/HGSVC2/
DOI: 10.5281/zenodo.10156843
title: THE NECESSITY OF PSYCHOLINGUISTICS IN THE DEVELOPMENT OF LANGUAGE SKILLS OF THE PUPILS IN GERMAN LANGUAGE CLASSES
DOI: 10.5281/zenodo.10156844
title: THE NECESSITY OF PSYCHOLINGUISTICS IN THE DEVELOPMENT OF LANGUAGE SKILLS OF THE PUPILS IN GERMAN LANGUAGE CLASSES
DOI: 10.5519/qd.i2cfnuhy
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (80 records)
DOI: 10.5281/zenodo.10156862
title: Comparison between Parma Polyhedra Library and ParetoLib for computing the validity domain of a parametric Signal Temporal Logic (STL) expression

description: Comparison between Parma Polyhedra Library and ParetoLib for computing the validity domain of a parametric Signal Temporal Logic (STL) expression. The code and dataset in this folder is related to the example 5 in section 2 of paper "Mining of Extended Signal Temporal Logic Specifications with ParetoLib 2.0" in the journal Formal Methods and System Design.
DOI: 10.5281/zenodo.10156861
title: Comparison between Parma Polyhedra Library and ParetoLib for computing the validity domain of a parametric Signal Temporal Logic (STL) expression

description: Comparison between Parma Polyhedra Library and ParetoLib for computing the validity domain of a parametric Signal Temporal Logic (STL) expression. The code and dataset in this folder is related to the example 5 in section 2 of paper "Mining of Extended Signal Temporal Logic Specifications with ParetoLib 2.0" in the journal Formal Methods and System Design.
DOI: 10.5281/zenodo.10156929
title: Swift/BAT-GUANO upper limits fits map for S231114n
DOI: 10.5281/zenodo.10156930
title: Swift/BAT-GUANO upper limits fits map for S231114n
DOI: 10.5281/zenodo.10156959
title: Swift/BAT-GUANO upper limits fits map for S231118an
DOI: 10.5281/zenodo.10156960
title: Swift/BAT-GUANO upper limits fits map for S231118an
DOI: 10.5281/zenodo.10156980
title: Swift/BAT-GUANO upper limits fits map for S231118d
DOI: 10.5281/zenodo.10156981
title: Swift/BAT-GUANO upper limits fits map for S231118d
DOI: 10.5281/zenodo.10156946
title: Compound words in Arabic and Chinese
DOI: 10.5281/zenodo.10156947
title: Compound words in Arabic and Chinese
DOI: 10.34683/sr55
title: StoneRounds Case: SR55
title: Type 2 Usher Syndrome

description: StoneRounds Case SR55 was diagnosed with Type 2 Usher Syndrome likely caused by mutations in the gene: USH2A.
DOI: 10.5281/zenodo.10157000
title: Swift/BAT-GUANO upper limits fits map for S231113bb
DOI: 10.5281/zenodo.10157001
title: Swift/BAT-GUANO upper limits fits map for S231113bb
DOI: 10.21227/hk57-p762
title: Abstractive Urdu Text Summarization

description: Urdu, being a common language in South Asia, has not received significant attention in terms of language processing compared to more advanced languages. In the field of Natural Language Processing (NLP), the task of text summarization holds great importance due to its ability to comprehend textual content and generate concise summaries. Text summarization can be either extractive or abstractive in nature. While considerable efforts have been made to advance extractive summarization techniques, the limitations associated with it have been extensively explored and explained in the paper. However, the domain of abstractive summarization for the Urdu language remains largely unexplored. The challenges and underlying factors that have impeded progress in this domain have also been addressed. This paper specifically focuses on abstractive summarization of the Urdu language using supervised learning. To accomplish this, a labeled dataset consisting of Urdu text and its abstractive summaries is required. A dataset of Urdu text and its corresponding abstractive summaries has been prepared for the purpose of supervised learning. Additionally, the paper presents the results of summary generation, measured in terms of rough score. Transformer's encoder-decoder network was employed to generate abstractive summaries in Urdu, yielding a ROUGE-1 score of 25.18 in Urdu text summarization. Moreover, a novel evaluation metric called "disconnection rate" has been introduced as a context-aware evaluation metric to enhance the assessment of a summary, known as the Context Aware RoBERTa Score.
DOI: 10.6084/m9.figshare.24588834
title: data.zip

description: raw data files with some experimental runs
DOI: 10.6084/m9.figshare.24588834.v1
title: data.zip

description: raw data files with some experimental runs
DOI: 10.5281/zenodo.8415567
title: Application of a Comprehensive Hygroscopicity Framework for Simulating Aerosol  Water Uptake in a Large-scale Climate Model

description: This dataset was generated from 18-month simulations of the NCAR Community Atmosphere Model (CAM); the atmospheric component of the Community Earth System Model version 2 (CESM2). The dataset can be used to reproduce the analysis and figures presented in the upcoming JGR publication.
DOI: 10.5281/zenodo.8415568
title: Application of a Comprehensive Hygroscopicity Framework for Simulating Aerosol  Water Uptake in a Large-scale Climate Model

description: This dataset was generated from 18-month simulations of the NCAR Community Atmosphere Model (CAM); the atmospheric component of the Community Earth System Model version 2 (CESM2). The dataset can be used to reproduce the analysis and figures presented in the upcoming JGR publication.
DOI: 10.6084/m9.figshare.24235333.v1
title: QM9S dataset

description: We constructed the QM9Spectra(QM9S) dataset using 130K organic molecules based on the popular QM9 dataset. We firstly re-optimized molecular geometries using the Gaussian16 package (B.01 version) at B3LYP/def-TZVP level of theory. Then the molecular properties including scalars (energy, partial charges, etc.), vectors (electric dipole, magnetic dipole etc.), 2nd order tensors (Hessian matrix, quadrupole moment, polarizability, etc.), and 3rd order tensors (octupole moment, first hyperpolarizability, etc.) were calculated at the same level. The frequency analysis and time-dependent density functional theory (TD-DFT) were carried out at the same level to obtain the infrared, Raman, and UV-Vis spectra.
DOI: 10.34740/kaggle/dsv/6987882
title: Haemochromatosis/Hemochromatosis.
DOI: 10.5281/zenodo.10073354
title: SlumMapVisionBR: A Dataset for Mapping Slums with Medium-Resolution Satellite Imagery

description: This dataset contains Landsat images (30m/pixel) and masks with slum locations in Brazil. 
This imagery can be used to train models that help keep track of Goal 11.1 of the United Nations Sustainable Development Goals. 
Details on how the data was collected and labelled are available at: https://github.com/ml-labs-crt/SlumMapVisionBR, along with the code to generate the dataset and benchmark results.
Description of files:

images.zip contains the images.
masks.zip contains the masks with slum locations (1 indicates the area has been labelled as a slum).
metadata.csv contains information about the 116 locations in this dataset.
metadata_dictionary.txt includes a description of the fields in metadata.csv.
Refining documentation: We welcome additions and edits that make using the existing data or adding new data more straightforward for the community. Please get in touch with us by posting an issue on GitHub.
DOI: 10.5281/zenodo.10073355
title: SlumMapVisionBR: A Dataset for Mapping Slums with Medium-Resolution Satellite Imagery

description: This dataset contains Landsat images (30m/pixel) and masks with slum locations in Brazil. 
This imagery can be used to train models that help keep track of Goal 11.1 of the United Nations Sustainable Development Goals. 
Details on how the data was collected and labelled are available at: https://github.com/ml-labs-crt/SlumMapVisionBR, along with the code to generate the dataset and benchmark results.
Description of files:

images.zip contains the images.
masks.zip contains the masks with slum locations (1 indicates the area has been labelled as a slum).
metadata.csv contains information about the 116 locations in this dataset.
metadata_dictionary.txt includes a description of the fields in metadata.csv.
Refining documentation: We welcome additions and edits that make using the existing data or adding new data more straightforward for the community. Please get in touch with us by posting an issue on GitHub.
DOI: 10.34740/kaggle/dsv/7004629
title: Netflix Movies and Shows
DOI: 10.5281/zenodo.10157306
title: Implicit Glue Macros

description: If the above text is work, it currently suffers from too many categorization issues, incompatibilities, and probably errors. This text should be waaaaaay smaller than these other hauls, so it will be nice and particular to work on correcting such faults and getting this set of PMTs in place. Here you can record what work has been done or who has done work. You may also work on any place to do work. You can also do any place. I think I have made a working document using \index, \texstyle{.} and the first \LaTeX\ style I posted you. I can study and find pieces that I can add to those and fit together.
DOI: 10.5281/zenodo.10157307
title: Implicit Glue Macros

description: If the above text is work, it currently suffers from too many categorization issues, incompatibilities, and probably errors. This text should be waaaaaay smaller than these other hauls, so it will be nice and particular to work on correcting such faults and getting this set of PMTs in place. Here you can record what work has been done or who has done work. You may also work on any place to do work. You can also do any place. I think I have made a working document using \index, \texstyle{.} and the first \LaTeX\ style I posted you. I can study and find pieces that I can add to those and fit together.
DOI: 10.5281/zenodo.10157345
title: Orthodontic treatment of patients with severe (Stage IV) periodontitis

description: Dataset for the analyses of this update.
DOI: 10.5281/zenodo.10157346
title: Orthodontic treatment of patients with severe (Stage IV) periodontitis

description: Dataset for the analyses of this update.
DOI: 10.5281/zenodo.10157363
title: Insight into the impact of viruses on biogeochemical processes in agricultural soils
DOI: 10.5281/zenodo.10157364
title: Insight into the impact of viruses on biogeochemical processes in agricultural soils
DOI: 10.6084/m9.figshare.24588924
title: Mass Spec Data-mouse-plasma-EV-quant_proteins_and_peptides

description: Peptides and Proteins in Extracellular Vesicles from Murine Plasma Inoculated with Snake Venom
DOI: 10.6084/m9.figshare.24588924.v1
title: Mass Spec Data-mouse-plasma-EV-quant_proteins_and_peptides

description: Peptides and Proteins in Extracellular Vesicles from Murine Plasma Inoculated with Snake Venom
DOI: 10.6084/m9.figshare.24588951
title: DLP and Europa Survey Data

description: Survey data from 2022 of local visitors to Disneyland Paris and Europa Park
DOI: 10.5281/zenodo.10157381
title: Supplementary Material for Publication: Comparing Image-to-Chemistry Tools
DOI: 10.5281/zenodo.10157382
title: Supplementary Material for Publication: Comparing Image-to-Chemistry Tools
DOI: 10.5281/zenodo.10157398
title: Computational data of "Sodium Reservoir in the Deep Lower Mantle"
DOI: 10.34740/kaggle/dsv/7005007
title: Balochi Language to English Translation Dataset
DOI: 10.6084/m9.figshare.24588936.v1
title: Customized decision-making support per location’s characteristics of spatial accessibility: a case study of healthcare resources in New York City

description: Dynamic spatial accessibility, incorporating temporal dimension into spatial accessibility measurements, is in the spotlight because of significant temporal variations in urban phenomena (e.g., traffic congestion or floating population). Despite its importance, there are two significant gaps, particularly in existing healthcare access literature: 1) lack of consideration of the dynamic nature of spatial accessibility, and 2) limited support of dynamic spatial accessibility for practical policymaking. Our study aims to improve the measurements of spatial accessibility with time-dependent data and summarize their temporal sequences for effective decision-making support. Specifically, we measure hourly changes in spatial accessibility to healthcare resources in New York City with a Gaussian two-step floating catchment area (G2SFCA) method. We then employ sequence analysis to detect and cluster unique temporal changes observed in the measures of accessibility. Our results reveal that each location provides distinct temporal changes in their healthcare accessibility owing to the dynamic urban phenomena. In addition, we find that places can be grouped into 14 clusters based on the combination of temporal changes (i.e., stationary and non-stationary) and the different levels (e.g., high, moderate, or low) of accessibility. Therefore, our findings can support flexible policy implications for the various needs of locations. For example, to have better accessibility, certain areas could extend the operating hours of their existing healthcare resources, or other locations should be provided with additional hospitals in place. Given that decision-making is often based on limited resources, our study sheds light on how to make optimal allocation of healthcare resources to effectively reduce inequality of access.
DOI: 10.5281/zenodo.10157385
title: Dataset: Exploring Techniques for the Analysis of Spontaneous Asynchronicity in MPI-Parallel Applications

description: Dataset used in the paper "Exploring Techniques for the Analysis of Spontaneous Asynchronicity in MPI-Parallel Applications"
DOI: 10.5281/zenodo.10157386
title: Dataset: Exploring Techniques for the Analysis of Spontaneous Asynchronicity in MPI-Parallel Applications

description: Dataset used in the paper "Exploring Techniques for the Analysis of Spontaneous Asynchronicity in MPI-Parallel Applications"
DOI: 10.3886/e195242
title: Are Teachers Satisfied with Their Evaluations? - AERA Open

description: Abstract: Nationally, teachers have experienced major changes to how their performance is evaluated. Teacher satisfaction with the evaluation system likely influences whether they will use the evaluation data to make instructional improvements, yet we know little about teachers’ perceptions of their evaluations. Using survey data from Chicago Public Schools, we explore teacher satisfaction with the evaluation system and their perceptions of its fairness and accuracy. Sixty percent of teachers reported being satisfied with the district’s reformed teacher evaluation. However, satisfaction declined following the implementation of the district’s more rigorous evaluation system, driven by tenured teachers’ differentially negative impressions. Notably, teacher satisfaction was higher in schools with strong climates, particularly where teachers perceived instructional leadership as effective. These findings underscore the importance of school leaders in the implementation of teacher evaluation policies and suggest that some principals need support fostering school climates focused on instructional improvement and building strong relationships with staff.
description: n/a
description: Response Rates: Across all years in our panel, the response rates ranged from 66 percent in 2011 to 81 percent of Chicago Public Schools teachers in 2014; most years the response rate was high at around 80 percent.
description: Presence of Common Scales: n/a
description: The survey is administered annually to all teachers in Chicago Public Schools, including teachers in charter schools. Because we are interested in teachers' perceptions of the teacher evaluation system, we exclude charter school teachers since they were not subject to the district's evaluation policy.
description: Teachers in non-charter public schools in Chicago. Smallest Geographic Unit: Chicago Public Schools
description: web-based survey; Administrative and survey datasets are proprietary. We are providing programs that will replicate our results if other researchers obtain access to the same datasets.
DOI: 10.3886/e195242v1
title: Are Teachers Satisfied with Their Evaluations? - AERA Open

description: Abstract: Nationally, teachers have experienced major changes to how their performance is evaluated. Teacher satisfaction with the evaluation system likely influences whether they will use the evaluation data to make instructional improvements, yet we know little about teachers’ perceptions of their evaluations. Using survey data from Chicago Public Schools, we explore teacher satisfaction with the evaluation system and their perceptions of its fairness and accuracy. Sixty percent of teachers reported being satisfied with the district’s reformed teacher evaluation. However, satisfaction declined following the implementation of the district’s more rigorous evaluation system, driven by tenured teachers’ differentially negative impressions. Notably, teacher satisfaction was higher in schools with strong climates, particularly where teachers perceived instructional leadership as effective. These findings underscore the importance of school leaders in the implementation of teacher evaluation policies and suggest that some principals need support fostering school climates focused on instructional improvement and building strong relationships with staff.
description: n/a
description: Response Rates: Across all years in our panel, the response rates ranged from 66 percent in 2011 to 81 percent of Chicago Public Schools teachers in 2014; most years the response rate was high at around 80 percent.
description: Presence of Common Scales: n/a
description: The survey is administered annually to all teachers in Chicago Public Schools, including teachers in charter schools. Because we are interested in teachers' perceptions of the teacher evaluation system, we exclude charter school teachers since they were not subject to the district's evaluation policy.
description: Teachers in non-charter public schools in Chicago. Smallest Geographic Unit: Chicago Public Schools
description: web-based survey; Administrative and survey datasets are proprietary. We are providing programs that will replicate our results if other researchers obtain access to the same datasets.
DOI: 10.6084/m9.figshare.24588957
title: Data Management Plan (DMP)

description: DMP HERNIIA trial
DOI: 10.6084/m9.figshare.24588957.v1
title: Data Management Plan (DMP)

description: DMP HERNIIA trial