cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/rtwkru
title: Replication Data for: Doi Moi and Vietnamese Threat Perception of China

description: Abstract: A growing body of literature has recently emerged establishing that political socialization influences foreign policy preferences of the public. But the empirical domain of this literature has been confined largely to American foreign policy and whether and how this empirical regularity holds in a non-democratic, non-western setting is unknown. Filling this lacuna, this research note studies the Vietnamese public attitudes toward Chinese economic expansion. I argue that Vietnamese citizens who grew up amid Doi Moi (renovation) had a political socialization experience very different from that of the birth cohorts who immediately preceded them. I demonstrate that the traditional ‘socialist brotherhood’ rhetoric that used to moderate otherwise hostile public opinions about China became insignificant through the course of the reform. This abrupt change led to markedly divergent views between the pre- and post-Doi Moi birth groups on China. Using the data from the latest Pew Global Attitude Survey, I demonstrate that Doi Moi increased the Vietnamese public’s negative perception of Chinese economic expansion.
DOI: 10.7910/dvn/s5rvd8
title: [Dataset] Digital platforms for participatory politics as a space for dialogue between citizens and public representatives

description: [Dataset] Digital platforms for participatory politics as a space for dialogue between citizens and public representatives
DOI: 10.7910/dvn/y5m9xr
title: Replication Data for: Am I obliged to vote? A regression discontinuity analysis of compulsory voting with ill-informed voters

description: We study the impact of compulsory voting in Brazil, where voting is mandatory from age 18 to 70 and voluntary for those aged 16, 17 and 70+. Using a survey sample of 8,008 respondents, we document voter confusion about how the age criterion applies. Some people falsely believe that what matters is one's age in an election year rather than on Election Day. Next, we perform a regression discontinuity (RD) analysis of compulsory voting among young voters with register-based data from six Brazilian elections (2008-2018). We find that the effect of compulsory voting is seriously underestimated if we focus solely on the discontinuities prescribed by the law. Our findings carry important implications for studies adopting the RD design where knowledge of the cutoff is expected of the units of interest (like those about compulsory voting) and confirm that compulsory voting is a strong institutional arrangement that promotes greater electoral participation.
DOI: 10.15468/dl.pwadcf
title: Occurrence Download

description: A dataset containing 36448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Streptomyces Waksman & Henrici, 1943"
 ]
}

 The dataset includes 36448 records from 425 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017739-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/5osumn
title: A04_14105.JPG

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/7db83f5c-a6bc-a194-4bb9-8bab3ecfe949'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/7db83f5c-a6bc-a194-4bb9-8bab3ecfe949
DOI: 10.7910/dvn/5p4azy
title: Replication Data for: Do Citizens Link Attitudes with Preferences? Economic Inequality and Government Spending in the ‘New Gilded Age’

description: This paper investigates the extent to which people link policy preferences with unequal outcomes. As the American public is both aware and supportive of reducing income inequality in the abstract, it is an open question whether this concern is translated into support for policies that might help alleviate the rise in economic inequality.
DOI: 10.7910/dvn/9ixip
title: Senate Unpassed Legislation 1851, Docket 13162, SC1/series 231, Petition of Henry Lawrence

description: &lt;p&gt;Petition subject: To protect rights and liberties of Commonwealth inhabitants &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:11858462"&gt;http://nrs.harvard.edu/urn-3:FHCL:11858462&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: (unknown) &lt;/p&gt; &lt;p&gt;Petition location: Gardner &lt;/p&gt; &lt;p&gt;Legislator, committee, or address that the petition was sent to: Charles Mason, Fitchburg; joint special committee on the subject of slavery; committee on slavery &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;Henry Lawrence&lt;/li&gt;&lt;li&gt;Asa Richardson&lt;/li&gt;&lt;li&gt;Phineas Clark&lt;/li&gt;&lt;li&gt;Lucy Stone&lt;/li&gt;&lt;li&gt;Sarah W. Lawrence&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Actions taken on dates: 1851-02-06,1851-02-07 &lt;/p&gt; &lt;p&gt;Legislative action: Received in the House on February 6, 1851 and referred to the committee on slavery and sent for concurrence and received in the Senate on February 7, 1851 and concurred &lt;/p&gt; &lt;p&gt;Total signatures: 142 &lt;/p&gt; &lt;p&gt;Legislative action summary: Received, referred, sent, received, concurred &lt;/p&gt; &lt;p&gt;Legal voter signatures (males not identified as non-legal): 79 &lt;/p&gt; &lt;p&gt;Female signatures: 52 &lt;/p&gt; &lt;p&gt;Other male signatures: 8 &lt;/p&gt; &lt;p&gt;Unidentified signatures: 3 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Identifications of signatories: inhabitants, legal voters, other persons, [females], [other males], ["voters"], ["others"] &lt;/p&gt; &lt;p&gt;Prayer format was &lt;a href="http://en.wikipedia.org/wiki/Printing"&gt;printed&lt;/a&gt; vs. &lt;a href="http://en.wikipedia.org/wiki/Manuscript"&gt;manuscript&lt;/a&gt;: Printed &lt;/p&gt; &lt;p&gt;Signatory column format: column separated &lt;/p&gt; &lt;p&gt;Additional non-petition or unrelated documents available at archive: no additional documents &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: Senate Unpassed 1851, Docket 13162 &lt;/p&gt; &lt;p&gt;Acknowledgements: Supported by the National Endowment for the Humanities (PW-5105612), Massachusetts Archives of the Commonwealth, Radcliffe Institute for Advanced Study at Harvard University, Center for American Political Studies at Harvard University, Institutional Development Initiative at Harvard University, and Harvard University Library.&lt;/p&gt;
DOI: 10.7910/dvn/ee3c40
title: ECCO version 4 release 2: in situ and estimated profile data (MITprof data sets)

description: See README
DOI: 10.7910/dvn/nljhn5
title: Bibliometric and content analysis of medical articles out of PubMed database published by North Korean authors from 1997 to July 2017

description: This study aimed at analyzing the bibliometric characteristics and content of medical articles from North Korea in PubMed and characterizing the patterns of international cooperation of medical researchers in North Korea. We hypothesized that the number of publications from North Korea in PubMed has increased recently as a result of active cooperation with foreign researchers. PubMed was searched on July 19, 2017 using the search tem ((North Korea [Affiliation]) OR Democratic People's Republic of Korea [Affiliation]) OR DPRK [Affiliation]. The content of medical articles was analyzed and cooperative work with foreign researchers was noted. The number of medical articles in PubMed through July 2017 was 16, of which 2 were by North Korean authors only. From the content of these articles, it was found that researchers in top-notch institutions, including Kim Il Sung University, can access the internet, and that a dental caries prevention program supported by Finland has been in place for more than 10 years. The number of publications from North Korea in PubMed has increased recently, although the amount is still very small. Providing internet access to North Korean researchers will accelerate their submissions to international journals.
DOI: 10.7910/dvn/qaqgh
title: Passed Resolves; Resolves 1838, c.34, SC1/series 228, Petition of Otis Thompson

description: &lt;p&gt;Petition subject: Annexation of Texas &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:10670543"&gt;http://nrs.harvard.edu/urn-3:FHCL:10670543&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: (unknown) &lt;/p&gt; &lt;p&gt;Petition location: Rehoboth &lt;/p&gt; &lt;p&gt;Legislator, committee, or address that the petition was sent to: John Daggett, Attleboro &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;Otis Thompson&lt;/li&gt;&lt;li&gt;William Carpenter&lt;/li&gt;&lt;li&gt;William H. Salisbury&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Total signatures: 46 &lt;/p&gt; &lt;p&gt;Legal voter signatures (males not identified as non-legal): 46 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Identifications of signatories: citizens, [minors] &lt;/p&gt; &lt;p&gt;Prayer format was &lt;a href="http://en.wikipedia.org/wiki/Printing"&gt;printed&lt;/a&gt; vs. &lt;a href="http://en.wikipedia.org/wiki/Manuscript"&gt;manuscript&lt;/a&gt;: Printed &lt;/p&gt; &lt;p&gt;Additional non-petition or unrelated documents available at archive: additional documents available &lt;/p&gt; &lt;p&gt;Additional archivist notes: Newspaper clippings on back &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: Resolves 1838, c.34, passed March 16, 1838 &lt;/p&gt; &lt;p&gt;Acknowledgements: Supported by the National Endowment for the Humanities (PW-5105612), Massachusetts Archives of the Commonwealth, Radcliffe Institute for Advanced Study at Harvard University, Center for American Political Studies at Harvard University, Institutional Development Initiative at Harvard University, and Harvard University Library.&lt;/p&gt;
DOI: 10.7910/dvn/smbnib
title: Waterford township Police Use of Force 2016-2020

description: Waterford township Police Use of Force 2016-2020, uncovered by Rise Against Hate
DOI: 10.7910/dvn/xrcsiy
title: Transition Into Adolescence: A Longitudinal Study, 1974-1979

description: This longitudinal study evaluates the transition from childhood into early and middle adolescence and how it is affected by the type of school a child attends, onset of puberty, and gender.
&lt;br /&gt;&lt;br /&gt;

The study was conducted between 1974 and 1979 and had two major phases. The first phase examined the transition from late childhood into early adolescence using a 2-year longitudinal design. Students were followed from sixth grade in elementary school into the two types of contrasting seventh grade settings: (1) where the children attended the same school from kindergarten through eighth grade; (2) where the child moved from a kindergarten through sixth grade school onto a junior high school. The second phase of the study, which took place over a second 2-year period (ninth and tenth grade), was designed to study the transition into senior high school and to contrast the effects of a double transition in school environment versus a single change in school environments; that is to contrast students who experienced both a junior and senior high school transition to those who moved directly from elementary school to senior high school.
&lt;br /&gt;&lt;br /&gt;

The Murray Archive holds additional analogue materials for this study (copies of blank measures used at each data collection). If you would like to access this material, please apply to use the data.
DOI: 10.7910/dvn/yykebb
title: Wright Casebook Edited; Docketed Case: 75-1222
DOI: 10.7910/dvn/snz0vy
title: Replication Data for: "When Independence Meets Reality: Symbolic and Pragmatic Politics in Taiwan"

description: These are the replication data and command employed in the paper: "When Independence Meets Reality: Symbolic and Pragmatic Politics in Taiwan", Journal of Contemporary China, DOI: 10.1080/10670564.2023.2218300
DOI: 10.7910/dvn/5qsqdl
title: Replication Data for: "On a key-based secured audio data hiding scheme robust to volumetric attack with entropy-based embedding" submitted to Entropy

description: This data set was utilized in the study "On a key-based secured audio data hiding scheme robust to volumetric attack with entropy-based embedding" submitted to Entropy. It consists on 982 CD-quality audio clips; each clip was sampled to 44,100 samples per second, one channel and 5 seconds long. All of clips are musical from different music styles ranging from classical to big band including latin pop and Caribbean rhythms. No music style classification is offered.
DOI: 10.6084/m9.figshare.25183358.v1
title: Data of ''Quantum autoencoders using mixed reference states"

description: Data for "Quantum autoencoders using mixed reference states", including thermal states, Werner states.
DOI: 10.6084/m9.figshare.27011995.v1
title: Supplementary material - raw data

description: Objective: This study assessed the effectiveness, safety and treatment adherence of neurofeedback combined with trauma counselling (NFT) in a cohort of adult refugees with treatment-resistant PTSD (TR-PTSD). Methods: A retrospective file audit was conducted for 71 clients seen at a specialized trauma rehabilitation centre for refugees between 2017-2022. Clients met DSM-5 criteria for PTSD and had not responded to combined psychological and pharmacological interventions. Clinical outcomes were measured using the Clinical Global Impression scale (CGI) and the Harvard Trauma Questionnaire (HTQ) before and after NFT.
DOI: 10.6084/m9.figshare.29049371.v1
title: Full data set collected from all hospitals.xlsx

description: Abstract Background: Antimicrobial Resistance (AMR) is increasingly recognised in equine medicine. Antimicrobialuse(AMU) is a key driver of AMR. Objectives:To pilot a point prevalence survey (PPS), based on the Global-PPS used in human hospitals, to obtain data on antibiotic prescribing and AMR in equine hospitals and to identify targets for improvement in AMU. Study Design: Point prevalence survey. Methods: Eight equine hospitals located in Australia, Belgium, South Africa, the United Kingdom and the United States were recruited. Data on AMU were collected from all in-patients on antibiotic treatment at 08h00 on four selected study days throughout the study year (2022). Results: In total, 742 patients, 310 (41.8%) surgical and 432 (58.2%) non surgical cases, were evaluated and 58.7% (182/310) surgical and 25.9%(112/432) non surgical patients were on antibiotics. The most prescribed antibiotics were penicillin, gentamicin and trimethoprim sulfonamides. In 45.2% (215/476) of prescriptions, use was prophylactic.Therapeutic use was based on a biomarker in 48.8%(127/260) of treatments. A sample was submitted for culture in 56.9% (148/260) of therapeutic treatments. A positive culture result was reported from 49.3%(73/148) of samples, with an antibiogram available for 90.4% (66/73) of the positive cultures. An antibiotic use stop/review date was not recorded in 59.5% (283/476) of uses. Main Limitations: This PPS was a pilot study with a relatively small sample size and likely does not reflect AMU in all types of equine hospitals in all geographic locations. Conclusions and Clinical Relevance: The PPS identified multiple ways in which antibiotic prescribing could be improved. Targets identified for stewardship interventions included empiric use of European Medicines Agency Category A and B antibiotics, the high prevalence of prophylaxis and the lack of use of a stop/review date. The survey could be used as a repeatable tool to assess stewardship interventions in equine hospitals.
DOI: 10.6084/m9.figshare.5952328.v1
title: Dataset Opposing effects of floral visitors and soil conditions on the determinants of competitive outcomes maintain species diversity in heterogeneous landscapes. Lanuza et al. 2018 Ecology Letters

description: This dataset includes the following four files: <br>Plantspecies_abundancesraw.csv ; Description: Abundances per subplot of the distinct species present in our study system (See Table 1 main text for species code).<br>Plantspecies_competitionraw.csv ; Description: Seed set and fruit set of the focal species per subplot as a function of the number and identity of neighbours within a radius of 7.5cm.<br>Salinity_humidityraw.csv ; Description: Fortnightly record of soil humidity and salinity per subplot obtained a 10cm probed attached to a portable Time Domain Reflectometer (TDR).<br>Floralvistors_samplingraw.csv ; Description: Weekly record of visits of floral visitors to the distinct focal species. This file includes information temperature, humidity, code of collected floral visitors, and subplot position of the focal plant within the plot for each sampling day.
DOI: 10.17632/b4td9m26t8
title: CellSighter Test Dataset: CRC Multiplexed Images

description: Description: 
This dataset contains multiplexed protein images from colorectal cancer (CRC) patients, used to benchmark the CellSighter algorithm. 
The images were derived from a subset of the publicly available CRC-FFPE-CODEX collection hosted by The Cancer Imaging Archive (TCIA): 
https://www.cancerimagingarchive.net/collection/crc_ffpe-codex_cellneighs/
Original dataset citation: 
Schürch, C. M., Bhate, S., Barlow, G., Phillips, D., Noti, L., Zlobec, I., Chu, P., Black, S., Demeter, J., McIlwain, D., Samusik, N., Goltsev, Y., & Nolan, G. (2020). High-dimensional imaging of colorectal carcinoma and other tumors with 50+ markers [Data set]. The Cancer Imaging Archive. https://doi.org/10.7937/TCIA.2020.FQN0-0326

Derived Annotations: 
The images were re-segmented using DeepCell (https://www.deepcell.org/). 
Cell type classifications were generated using CellTune (https://celltune.org/). 
These segmentations and classifications are original contributions and do not appear in the TCIA dataset.
Images, segmentations, and classifications were formatted for use with CellSighter.
Usage Policy: 
This dataset is shared under the terms of TCIA’s data usage policy. 
It must not be used in any way that could identify individuals. 
Users must cite both the original dataset and this derived dataset appropriately and use in accordance with TCIA guidelines.
TCIA data usage policy: 
https://www.cancerimagingarchive.net/data-usage-policies-and-restrictions/
Use Case: 
This dataset was used to evaluate CellSighter, as described in: 
Amitay, Y., Bussi, Y., Feinstein, B. et al. 
CellSighter: a neural network to classify cells in highly multiplexed images. 
Nat Commun 14, 4302 (2023). https://doi.org/10.1038/s41467-023-40066-7
DOI: 10.17632/wt8m6bcwbr
title: Multi-language Webshell dataset

description: This dataset contains a collection of benign and malicious webshells. The source of these webshells are mainly collected from Github and open source projects. It is made available for replication of our ongoing work on the automatic detection of webshells. The list of webshells is filtered using MD5 for all languages and VLD for PHP language.
DOI: 10.17632/z5wcdpc45g
title: Quantum-Enhanced Multi-Head Attention for Hybrid Classical-Quantum Neural Networks

description: This code integrates quantum-inspired computations into a deep learning pipeline to classify images from the CIFAR-10 dataset. It combines traditional neural network layers with a quantum multi-head attention mechanism, leveraging the capabilities of both classical and quantum approaches. The model utilizes PyTorch for defining and training the network, while Qiskit and Qiskit Aer simulate quantum circuits for the quantum-inspired components. The CIFAR-10 dataset is preprocessed using torchvision, with subsets created for efficient training and validation.

The quantum multi-head attention mechanism is implemented as a custom PyTorch autograd function, QuantumMultiHeadAttentionFunction. This function defines the forward and backward passes, where data is encoded into quantum circuits and parameter updates are computed using finite-difference approximation. The function relies on Z-expectation values of qubits, simulated using Qiskit Aer's statevector simulator. These computations are encapsulated in the QuantumMultiHeadAttentionLayer, which integrates seamlessly with PyTorch's module structure.

The core model, HybridAttentionCIFAR, consists of a combination of convolutional layers, a linear embedding layer, the quantum attention layer, and a fully connected output layer. The convolutional layers extract features from input images, which are then transformed into embeddings compatible with the quantum attention layer. The quantum attention mechanism processes these embeddings, enhancing feature representation, and the final fully connected layer maps the processed embeddings to class logits for classification.

The get_cifar_subset function prepares the CIFAR-10 data, creating small subsets for training and validation. These subsets are batched using PyTorch's DataLoader. The train_cifar_qattn function orchestrates the training process, configuring the model, optimizer, and loss function. Over multiple epochs, it computes training and validation losses and accuracies, updating model parameters using the Adam optimizer.
DOI: 10.6084/m9.figshare.11728980.v17
title: Aqualitas Database (full release)

description: AQUALITAS database (full release) corresponding to 100 diatom taxa with about 100 specimens/taxon. The images have been taken with a 60X, NA=0.85 objective using oblique illumination. If you use this database please cite the following publications:<br>[1] Bueno, G. et al, “Automated Diatom Classification (Part A): Handcrafted feature approaches", Applied Sciences, 7, 753, pp. 1-22 (2017) doi: 10.3390/app7080753[2] Pedraza, A. et al, “Automated Diatom Classification (Part B): A Deep Learning Approach" Applied Sciences, 7, 460, pp. 1-25 (2017) doi: 10.3390/app7050460<br> <br>NOTE: For calibrating the images, use the attached image ruler. The distance between the large ticks is 0.01mm.
DOI: 10.17632/fh6dtv82xd
title: Soil Parameter for SWAT Model

description: This data is supporting data in simulating the SWAT hydrological model. The input in the SWAT model, namely soil data, requires the inclusion of soil physical and chemical soil parameter data. The author considers a study related to the hydrology of an area is very necessary in preparing a regional planning concept. However, the obstacle in the study of hydrological models in Indonesia is data. One of them is data related to land conditions, namely soil. So the authors try to examine the availability of data using data that has been there before, namely by processing information contained in the Landsystem map released by the National Coordinating Survey and Mapping Agency in Indonesia (now renamed the Geospatial Information Agency) in the Regional Physical Planning Project for Transmigration (RePPProT) project ) in 1988 and data from the Online Web Soil Survey released by the USDA.
DOI: 10.6084/m9.figshare.12451949.v1
title: Gravity-based population projections consistent with the SSPs

description: You can find gridded population projections for the Mediterranean region that are consistent with the Shared Socioeconomic Pathways (SSPs). These projections have been produced with a gravity-based modeling approach, accounting for rural-urban and inland-coastal migration as well as for urban sprawl.<br>The population grids present the number of people per grid cell and are available for the total population (pop_tot), the urban population (pop_urb), and the rural population (pop_rur) in GeoTIFF format. The population grids have a spatial resolution of 30 arc seconds (~1km at the equator) and are available in ten-year increments from 2010 to 2100 for each SSP.<br>For more information, please consult:<br>Reimann, L, Jones, B, Nikoletopoulos, T, and Vafeidis, AT (2021): Accounting for internal migration in spatial population projections – A gravity-based modeling approach using the Shared Socioeconomic Pathways. In: Environmental Research Letters. https://doi.org/10.1088/1748-9326/ac0b66<br>
DOI: 10.6084/m9.figshare.29009144.v1
title: S2.分离菌株毒力基因注释结果

description: 毕业论文补充材料2