cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/wim3as
title: Exerpt from: 'Scenarios Preparations', 2015, video, 35:20 min.

description: Ruti Sela and Maayan Amir teamed up with a group organised by a Dutch branch of the NGO Free Gaza, which was going to be sailing to Gaza and on its way was planning a gathering in extraterritorial waters of boats from different destinations that would be sailing together from that point on. Initially, they sought to contribute by adding an intervention to the already-planned gathering and filming the entire process. Their plans shifted to the resulting work, Scenarios Preparations which was composed of footage they had shot in 2011. 
The work Scenarios Preparations shows a series of imaginary rehearsals: improvisational exercises meant to prepare the participants for their anticipated encounter with the Israeli army in extraterritorial waters. These exercises were mostly part directed by a Dutch theatre director and were held at a fringe theatre venue in Amsterdam. Other improvisation exercises, led by one of the organisation’s representatives who had also participated in the 2010 Gaza flotilla, took place at a secret location on the Greek island from which the Dutch boat was to set sail; these exercises were dedicated to practising the actual scenarios of engagement with the Israeli army, including specific behaviour guidelines determined by the organisers.
DOI: 10.7910/dvn/y6kbem
title: A90_3789a.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/67094b38-0f97-396b-a15f-34160fa6c462'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/67094b38-0f97-396b-a15f-34160fa6c462
DOI: 10.7910/dvn/43mci
title: Senate Unpassed Legislation 1851, Docket 13162, SC1/series 231, Petition of William Jenkins

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:11858426"&gt;http://nrs.harvard.edu/urn-3:FHCL:11858426&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: (unknown) &lt;/p&gt; &lt;p&gt;Petition location: Andover &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;William Jenkins&lt;/li&gt;&lt;li&gt;Frederick Mason&lt;/li&gt;&lt;li&gt;George B. Woodbridge&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Total signatures: 102 &lt;/p&gt; &lt;p&gt;Legal voter signatures (males not identified as non-legal): 40 &lt;/p&gt; &lt;p&gt;Female signatures: 37 &lt;/p&gt; &lt;p&gt;Other male signatures: 17 &lt;/p&gt; &lt;p&gt;Unidentified signatures: 8 &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] &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/ft0y0s
title: Replication Data for: Shames 2014 Dissertation

description: Data from Shauna Shames's 2014 Harvard University dissertation, The Rational Noncandidates: Gender, Race, and Political Ambition
DOI: 10.7910/dvn/ioa6ee
title: (27) Skills, Possessions, and Abilities (SPA)

description: Skills, Possessions, and Abilities (SPA)
DOI: 10.7910/dvn/rfscon
title: Knowledge wh and False Beliefs: Experimental Investigations

description: A common approach to knowledge wh is to try to reduce it to knowledge that, and in particular to answer-knowledge. On this view, the truth- conditions of a knowledge wh ascription can be given entirely in terms of which answers to the embedded question the subject knows. Against this background, this paper considers the phenomenon of false-belief sensitivity — a challenge to this common approach to knowledge wh that has recently received a fair amount of attention in the question embedding literature. We present a series of experiments that help to bring the empirical standing of this phenomenon into focus. Across six experiments, our results provide evidence that truth judgments of knowledge wh ascriptions are affected by both the presence of false beliefs and the proportion of the subject’s beliefs that are false. Collectively, these results demonstrate a pattern of judgments that is incompatible with standard accounts of the relationship between knowledge that and knowledge wh, and with reducibility more generally. After presenting these new data, we end by considering the theoretical implications of this richer descriptive picture and outline a number of remaining open questions that should be pursued in future work.
DOI: 10.7910/dvn/wifnry
title: Wright Casebook Edited; Docketed Case: 20,348-9
DOI: 10.7910/dvn/y6ngfm
title: Biochar from crop residues

description: Global raster files (5 arc-minutes resolution) for biochar production from residues. See ReadMe.txt for details and metadata. Files are provided for a) crop-residue resource from 42 crops worldwide; b) the potential for biochar production from these residues; and c) how much of this biochar carbon would remain sequestered after 100 year's decomposition. The biomass resource assessment includes amounts that can be sustainably harvested, and also how much is available after allowing for competing use in livestock systems.
DOI: 10.7910/dvn/darjbe
title: Battleground Poll no. 55 - August 2014 - dataset ID 14396

description: Data associated with The Battleground Poll between the years 1993 and 2017.
description: SPSS, null
DOI: 10.7910/dvn/44mvbt
title: Preadmission predictors of graduation success from a physical therapy education program in the United States

description: This study was conducted to identify preadmission criteria predictive of graduation success. Data from the 2013–2016 graduating cohorts (n=149) were collected. Predictors included verbal Graduate Record Examination rank percentile (VGRE%), quantitative GRE rank percentile, and analytical GRE rank percentile, the admissions interview, precumulative science grade point average (SGPA), precumulative grade point average (UGPA), and a reflective essay. The National Physical Therapy Examination (NPTE) and grade point average at the time of graduation (GGPA) were used as measures of graduation success.
DOI: 10.7910/dvn/4bt9yb
title: Supplementary data to the paper:Trophoblast H2S maintains early pregnancy via regulating maternal-fetal interface immune hemostasis
title: H2S maintains early pregnancy

description: The supplementary data and materials of manuscript "Trophoblast H2S maintains early pregnancy via regulating maternal-fetal interface immune hemostasis"
DOI: 10.7910/dvn/dafd5r
title: KPC May 2002

description: Kibale Party Composition files from 2002-05-01 to 2002-05-31 include 33 files. Access to these files is restricted. Please contact Dr. Zarin Machanda (machanda@fas.harvard.edu) for permission.
DOI: 10.7910/dvn/gdcgn0
title: Replication Data for: network analysis

description: Replication Data for: network analysis
DOI: 10.7910/dvn/kgkwt5
title: Economic Growth and Foreign Sector: Peru 1821-2020

description: It seeks to answer the research question: What explains the slow growth of the Peruvian economy in 200 years (period 1821-2020), based on the Thirlwall model?
The data are prepared with sources from the World Bank, Bruno Seminario, and Central Reserve Bank of Peru.
DOI: 10.7910/dvn/4bekkx
title: Physiographic Macroregions of China
title: G. W. Skinner Regional Systems Dataset

description: The map of China's physiographic macroregions specifies our informed decisions as to (1) the precise location of cutpoints in river systems that extend across regional systems, (2) the macroregional affiliation of small coastal river systems, and (3) which internal drainage basins along the Inner Asian frontier should be included in China Proper. (see also, the Socioeconomic Macroregions, based on a regional systems analysis.)
description: 10, 10
description: G. W. Skinner Regional Systems Dataset
DOI: 10.7910/dvn/4buntl
title: Petition of Benjamin Allen

description: &lt;p&gt;Petition subject: Indian guardians &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:13448946"&gt;http://nrs.harvard.edu/urn-3:FHCL:13448946&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: 1845-12-29 &lt;/p&gt; &lt;p&gt;Petition location: Tisbury &lt;/p&gt; &lt;p&gt;Legislator, committee, or address that the petition was sent to: Stephen Skiff, Tisbury; committee on claims &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;Benjamin Allen&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Actions taken on dates: 1846-01-16,1846-01-17 &lt;/p&gt; &lt;p&gt;Legislative action: Received in the House on January 16, 1846 and referred to the committee on claims and sent for concurrence and received in the Senate on January 17, 1846 and concurred &lt;/p&gt; &lt;p&gt;Total signatures: 1.0 &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): 1.0 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Identifications of signatories: one of the guardians of the Christian Town Indians &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;: Manuscript &lt;/p&gt; &lt;p&gt;Native American tribe: Christiantown &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; &lt;p&gt;Additional non-petition or unrelated documents available at archive: additional documents available &lt;/p&gt; &lt;p&gt;Additional archivist notes: Christiantown, Edmund Cottle, son, John Cottle, Indian guardians, appointments, 1805, 1813, office, services, compensation, payments, health, application, many disputes among them owing to their females marrying negroes whom they did not wish to have any rights to their lands &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: Senate Unpassed 1846, Docket 11981 &lt;/p&gt;
DOI: 10.7910/dvn/dba9bf
title: Wright Casebook Edited; Docketed Case: 24,452
DOI: 10.7910/dvn/iomb11
title: Replication Data for: Evaluations of Pope Francis and the Trustworthiness of the Roman Catholic Church
title: Their Impact on Public Concern for Climate Change in Latin America

description: Replication data for: Ecker, Alejandro, Friederike Nüssel and Jale Tosun. Evaluations of Pope Francis and the Trustworthiness of the Roman Catholic Church: Their Impact on Public Concern for Climate Change in Latin America. npj Climate Action - Nature
DOI: 10.7910/dvn/kq1c5y
title: Replication Data for: From Agricultural Experiment Station to Farm: The Impact of the Promotion of a New Technology on Farmers' Yields in Ethiopia

description: Replication files (Stata dta and do files) for: From Agricultural Experiment Station to Farm: The Impact of the Promotion of a New Technology on Farmers' Yields in Ethiopia
DOI: 10.7910/dvn/lc0rxo
title: Vitamin D Receptor Renewal Through Anti-inflammatory Diet: (Another Contributing Factor for Vitamin D Resistance)

description: Vitamin D is an essential nutrient that plays a crucial role in maintaining bone health, immune function, and overall health. Adequate levels of vitamin D are important for proper calcium absorption, regulation of gene expression, and modulation of immune responses. However, patients with autoimmune diseases may have genetic polymorphisms that contribute to vitamin D resistance, such as single nucleotide polymorphisms (SNPs) affecting the genes CYP2R1, CYP27B1, VDR, and VDBP.

In addition, these patients may have ongoing leaky gut syndrome due to inflammatory foods, such as gluten, dairy, lectins, and sugars, which can lead to molecular mimicry and the production of autoantibodies. This condition sets the stage for foreign proteins and toxins, including lipopolysaccharides, endotoxins, exotoxins, and mycotoxins, to enter the bloodstream, further inducing the production of autoantibodies.

Bacterial, fungal, and viral infections can also contribute to vitamin D resistance by downregulating the expression of vitamin D receptors, and this mechanism is often overlooked. For instance, studies have shown that some viruses, such as HIV, HSV1, HCV, and EBV, can suppress VDR expression and vitamin D signaling pathways, leading to decreased immune response and increased viral replication

Understanding the mechanisms by which these toxins and infections impact vitamin D receptor expression, end up creating a contributing factor for vitamin D resistance that is sometimes overlooked on behalf healthcare providers. Additionally, we have learned a great deal from high dose vitamin D therapy supplementation alongside anti- inflammatory dietary which has been shown to reduce degree of dysbiosis and intestinal permeability giving time for our cells to in order to upregulate VDRs in our immune cells and restore our immunologic tolerance once again.
DOI: 10.7910/dvn/qbmc9d
title: Escherichia coli Transcriptome Assembly from a Compendium of RNA-seq Data Sets

description: Transcript assemblies from thousands of E. coli RNA-seq samples.
DOI: 10.7910/dvn/r7ysrb
title: Marronnage in Colonial Haiti, 1766-1791

description: This dataset enumerates 12,857 enslaved individuals who were described as runaway maroons in colonial Haiti’s newspaper advertisements from 1766 to 1791. Throughout the Americas, plantation personnel such as owners, lawyers, accountants and other agents routinely sought to reclaim escaped runaways – who were considered private property as well as a source of unpaid labor – using newspaper advertisements to announce the runaway’s escape and to offer a reward for their return. In colonial Haiti, plantation personnel placed advertisements for runaways primarily in the newspaper Les Affiches américaines, with descriptions of the individual or individuals who escaped. In order to reclaim their missing “property,” enslavers and other personnel included information in the advertisements that they deemed relevant to identifying, tracking down, and returning runaways to plantations. The advertisements often offer financial rewards to incentivize the public to assist with re-enslaving suspected fugitives. But when read subversively and from theoretical perspectives that prioritize enslaved people’s human experiences, the advertisements can provide a unique lens through which to understand the ways enslaved people resisted their conditions by deploying the social networks, knowledge and skills, and other resources that were in their immediate grasp. These resistance practices helped to establish the foundation for Haitians’ rebellious activities during and after the Haitian Revolution of 1791-1804, and can help inform understanding of enslaved Black people’s self-liberation efforts across plantation societies in the Americas.
DOI: 10.7910/dvn/wyl2ta
title: Cohort 3: unlicensed images of ecological environments (102)

description: 102 images from unlicensed sources showing microplastics in different ecological contexts, used for evaluating the segmentation model.
DOI: 10.7910/dvn/wzyr9q
title: Replication Data for: Uneven Paths: Recovery in Louisiana Parishes after Hurricanes Katrina and Rita

description: Why do some communities recover better from disaster than others? This study examines the role of four policy toolkits that county governments may adopt to recover from disaster. This mixed methods study examines the case of Hurricanes Katrina and Rita using a novel dataset of recovery policies adopted within each Louisiana parish following the disaster. We introduce a straightforward typology for recovery strategies and analyze adoption patterns after Katrina. To compare which policy toolkit leads to the best recovery outcomes, we use synthetic control experiments on the 21 parishes hit by Katrina and Rita, paired with qualitative case studies of parish policies and recovery outcomes. We find that on average, soft and local recovery policies helped parishes stem the flow of finances away from town, while hard and state policies temporarily boosted net-migration into parishes hit by the disaster. However, parishes that adopted hard, soft, and local policies, like St. Bernard, saw the greatest gains compared to what they would have experienced had the disaster not occurred. This study finds strong evidence that soft and local policy toolkits can accelerate recovery and that governments which adopt both infrastructural approaches and locally-engaged community development see better recovery overall.
description: Coauthored with Alex R. Poniatowski, Nicholas T. Hersey, Haoran Zheng, and Daniel P. Aldrich at Northeastern University
DOI: 10.7910/dvn/x0ftlz
title: Indexed NLP article classifier models

description: &lt;p&gt;
Two models are provided to classify NLP related abstracts into one of 5 categories. 
The classification into one of the five categories depends on the approach to NLP used.
&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt; Category 4: The abstract does not mention a particular model or technique. Some papers analyzing frameworks, surveys, papers centered the computer vision component of NLP and dataset proposals among others fall into this category.&lt;/li&gt;

&lt;li&gt; Category 0 (Rule-Based): A model based on rules or symbolic analysis is used.&lt;/li&gt;
 
&lt;li&gt; Category 1 (Statistical Methods): An approach using statistical methods is used. This includes BoWs, N-Grams, TF-IDF, along with other machine learning techniques like SVMs, Logistic Regression, LDA and others. Shallow neural network models like word2vec also belong in this category. &lt;/li&gt;

&lt;li&gt; Category 2 (Deep Learning): Approaches that use Deep Learning and other Deep Neural Network architectures such as RNNs, CNNs and LSTM are included in this category. &lt;/li&gt;

&lt;li&gt; Category 3 (Transformer Models): The approach proposed uses transformer based models, like BERT, GPT, T5 and others. &lt;/li&gt;

&lt;/ul&gt;
&lt;p&gt;
It is to note that the classification could be imprecise, is not strictly defined and should be used only as a starting point.
&lt;/p&gt;

A collection of articles classified with the models can be found at:

&lt;p&gt;
Canchila, Santiago; Meneses-Eraso, Carlos; Casanoves-Boix, Javier; Cortés-Pellicer, Pascual; Castelló-Sirvent, Fernando, 2023, "Indexed NLP Article Metadata Dataset", &lt;a href="https://doi.org/10.7910/DVN/5YIGNG"&gt;https://doi.org/10.7910/DVN/5YIGNG&lt;/a&gt;, Harvard Dataverse, V1
&lt;/p&gt;

&lt;p&gt;
Please use the &lt;a href="https://github.com/huggingface/setfit"&gt;setfit&lt;/a&gt; library to load the SetFit model, and the &lt;a href="https://github.com/huggingface/transformers"&gt; transformers&lt;/a&gt; library to load the BERT model.
&lt;/p&gt;

Please refer to the original papers for model specifications and citation. &lt;a href='https://arxiv.org/abs/1810.04805"&gt;BERT&lt;/a&gt;, 

&lt;a href="https://arxiv.org/abs/2209.11055"&gt;SetFit&lt;/a&gt;
DOI: 10.7910/dvn/dbeafh
title: Theoretical Modeling of Organizational Reflex in Human Resource Management from the Perspective of Organizational Biological Approach

description: The code provided to be using the scikit-fuzzy library to implement a fuzzy logic system. It defines three input variables: neighbors, symmetry, and time, and one output variable: time. It then creates fuzzy membership functions for the input variables using the automf function and defines a set of rules using ctrl.Rule. Finally, it creates a control system, performs simulations, and saves the results in files. The code also includes a section where it generates random data and performs calculations based on the fuzzy logic system. It uses the time_rate control system simulation to compute the output Time based on the input values of Neighbors and Symmetry. The results are then saved in two text files: model_results_visi.txt and model_results_filterout.txt. Additionally, some plots are generated using the matplotlib library and saved as images.
DOI: 10.7910/dvn/gdgivg
title: Longitudinal EEG and ERP biosignatures of MCI

description: Cognitive decline in Alzheimer’s disease is associated with electroencephalographic (EEG) biosignatures even at early stages of mild cognitive impairment (MCI). The aim of this work is to provide a unified measure of cognitive decline by aggregating biosignatures from multiple EEG modalities and to evaluate repeatability of the composite measure at an individual level. These modalities included resting state EEG (eyes-closed) and two event-related potential (ERP) tasks on visual memory and attention. We compared individuals with MCI (n=38) to age-matched healthy controls HC (n=44). In resting state EEG, the MCI group exhibited higher power in Theta (3-7Hz) and lower power in Beta (13-20Hz) frequency bands. In both ERP tasks, the MCI group exhibited reduced ERP late positive potential (LPP), delayed ERP early component latency, slower reaction time, and decreased response accuracy. Cluster-based permutation analysis revealed significant clusters of difference between the MCI and HC groups in the frequency-channel and time-channel spaces. Cluster-based measures and performance measures (12 biosignatures in total) were selected as predictors of MCI. We trained a support vector machine (SVM) classifier achieving AUC=0.89, accuracy = 77% in cross-validation using all data. Split-data validation resulted in (AUC=0.87, accuracy=76%) and (AUC=0.75, accuracy=70%) on testing data at baseline and follow-up visits, respectively. Classification scores at baseline and follow-up visits were correlated (r=0.72, p&lt;0.001, ICC=0.84), supporting test-retest reliability of EEG biosignature. These results support the utility of EEG/ERP for prognostic testing, repeated assessments, and tracking potential treatment outcomes in the limited duration of clinical trials.
DOI: 10.7910/dvn/irx5wn
title: Replication data for: Which Elections Can be Lost?

description: The concept of electoral competition is relevant to a variety of research agendas in political science, yet the question of how to measure electoral competition has received little direct attention. We revisit the distinction proposed by Giovanni Sartori between competition as a structure or rule of the game and competitiveness as an outcome of that game, and argue that to understand which elections can be lost (and therefore when parties and leaders are potentially threatened by electoral accountability), scholars may be better off considering the full range of elections where competition is allowed. We provide a dataset of all national elections between 1945 and 2006 and a measure of whether each election event is structured such that competition is possible. We outline the pitfalls of other measures used by scholars to define the potential for electoral competition, and show that such methods can lead to biased or incomplete findings. The new global data on elections and the minimal conditions necessary for electoral competition are introduced, followed by an empirical illustration of the differences between the proposed measure of competition and existing methods used to infer the existence of competition.
description: Volume 20, Issue 2
DOI: 10.7910/dvn/8mt0ju
title: Figure 4 raw data- E9.5

description: Figure 4 raw data- E9.5