cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/kcgecm
title: Replication Data for: Climate Change and Adaptation in Global Supply-Chain Networks

description: This file contains code and data for replicating "Climate Change and Adaptation in Global Supply-Chain Networks".

The data contains information from FactSet Revere which cannot be shared in their entirety. Relevant firm identifiers have been thus removed from all files data in accordance with data sharing rights.

The user has to manually adjust the directory of their local Stata installation in 00_master.R, and the home directory in each of the Stata .do files (1_analysis_f.do, 2_analysis_f.do, 2_analysis_facilities_f.do, 3_analysis_f.do, 4_analysis_f.do)

To execute, run the master script ./4_analysis/code/00_master.R, which calls all other scripts in order.
DOI: 10.7910/dvn/oii1gc
title: A86_1019.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/3c80976b-d592-640f-0777-fd9c100d9159'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/3c80976b-d592-640f-0777-fd9c100d9159
DOI: 10.7910/dvn/oj2ni3
title: GitMT Dataset

description: The GitMT Open Source Repository Dynamics and Descriptive Features Dataset is a comprehensive collection curated to facilitate the study of maintenance practices and evolution patterns in open source software projects. This dataset is a result of an extensive data mining effort from GitHub repositories, orchestrated by the GitMT model framework.
DOI: 10.7910/dvn/jes2po
title: Replication Data for: Detecting True Relationships in Time Series Data with Different Orders of Integration

description: It is fairly well-known that proper time series analysis requires that estimated equations be balanced. Numerous scholars mistake this to mean that one cannot mix orders of integration. Previous work has clarified the distinction between equation balance and having different orders of integration, and shown that mixing orders of integration does not increase the risk of Type I error when using the GECM/ADL, that is, so long as equations are balanced (and other modeling assumptions are met). This paper builds on that research to assess the consequences for Type II error when employing those models. Specifically, we consider cases where a true relationship exists, the left- and right-hand sides of the equation mix orders of integration, and the equation still is balanced. Using the asymptotic case, we find that the different orders of integration do not preclude identification of the true relationship using the GECM/ADL. We then highlight that estimation is trickier in practice, over finite time, as data sometimes do not reveal the underlying process. But, simulations show that even in these cases, researchers will typically draw accurate inferences as long as they select their models based on the observed characteristics of the data and test to be sure that standard model assumptions are met. We conclude by considering the implications for researchers analyzing or conducting simulations with time series data.
DOI: 10.7910/dvn/jflmjv
title: The Field (California) Poll 00-02
DOI: 10.7910/dvn/dbvdu6
title: Replication Data for: "Investment versus Output Subsidies: Implications of Alternative Incentives for Wind Energy"

description: Code and data for "Investment versus Output Subsidies: Implications of Alternative Incentives for Wind Energy", by Aldy, Gerarden and Sweeney. 

The code and documentation is in the zipped directory `gh_code_documentation.zip`. To get started, unzip that folder and see `Readme.md`. 

Note that some files are proprietary. See the `Readme.md` for more information.
DOI: 10.7910/dvn/j5khkr
title: A12_23415.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/58fa92d1-6e82-493d-a5e7-71179701e542'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/58fa92d1-6e82-493d-a5e7-71179701e542
DOI: 10.7910/dvn/odyapf
title: Raw Data for: Quantitative trait loci detection for tolerance to different abiotic stresses (drought, low phosphorus and high aluminum) in common bean (Phaseolus vulgaris L.)

description: Pyhenotypic and genotypic data of the BAT 881 x G21212 RIL population
DOI: 10.7910/dvn/ojwrwm
title: Replication Data for: Do People Avoid Morally Relevant Information? Evidence from the Refugee Crisis

description: Freddi, Eleonora, (2021) “Do People Avoid Morally Relevant Information? Evidence from the Refugee Crisis.” Review of Economics and Statistics 103:4, 605–620.
description: Volume XX, Issue X
DOI: 10.7910/dvn/4ym1bg
title: UK Biobank GWAS result of Fatty Liver Index

description: Summary statistics of genetic loci and fatty liver index in UK Biobank cohort. This resulted in 408,870 nonrelated individuals from the UKBB who self-reported as White-British and had similar genetic ancestry based on a principal component analysis of genotypes. This research has been conducted using data obtained via UKBB Access Application number 52728.
DOI: 10.7910/dvn/dq4sca
title: Choosing How to Cooperate: A Repeated Public-Goods Model of International Relations

description: International relations theory has borrowed important intuitions from Olson's static public-goods model (hegemonic stability) and the repeated prisoners' dilemma (theories of international cooperation), and arguments often combine implications from both models. We develop a general, repeated public-goods model. We then allow the qualitative dimensions of cooperation to emerge endogenously: agreements can have broad or narrow membership and entail deep or shallow commitments; they can be multilateral or discriminatory; they can be ad hoc or institutionalized. We find that the relationship between the distribution of power and international cooperation is complex: a large leading state forms a narrow coalition of intensive contributors, and builds institutions, while a smaller leading state forms a broader coalition that makes shallow contributions, and is more inclined to multilateralism.
DOI: 10.7910/dvn/h7s6xs
title: A92_5249.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/6a0ae74f-d3ce-9bd6-4bb8-f02c786c0d8a'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/6a0ae74f-d3ce-9bd6-4bb8-f02c786c0d8a
DOI: 10.7910/dvn/jascvz
title: Computational identification of dioxin response elements in human, mouse, and rat genomes

description: Dioxin response elements were computationally identified and matrix similarity scores estimated as previously described (PMIDs: 15328365, 21762485, and 26582802)
DOI: 10.7910/dvn/jf5fcz
title: Annotated Image Database of Architecture-CNNs (AIDA-CNNs)

description: By leveraging the state-of-the-art deep-learning-based classification models, a series of hierarchical multi-label classification models (AIDA-CNNs) are provided as a baseline for the task of architectural category classification. With the high-diversity and high-coverage of the database, AIDA along with the AIDA-CNNs offers a novel resource to guide future works on the evaluation of the performance of existing machine learning models with respect to architectural design research, as well as encouraging new ones.
DOI: 10.7910/dvn/jf7tkf
title: Replication Material for ‘Climate-Soviets,’ ‘Alarmism,’ and ‘Eco-dictatorship’: The Framing of Climate Change Skepticism by the Populist Radical Right Alternative for Germany

description: This article conducts a case study of the Alternative for Germany (AfD) to explore the link between ideology and climate change scepticism. Employing qualitative data analysis on a sample of texts from the party’s membership magazine, this article studies the AfD’s climate change communication. My goal is twofold: (1) I explore which frames are used by the most visible sceptic voice in Germany; (2) I investigate how the sceptic frames reflect the AfD’s populist radical right ideology. Overall, my findings reveal that the AfD frequently connects its climate change scepticism to its host ideologies, especially radical right-wing and free-market ideology. Accordingly, climate mitigation policies are often attacked because they are claimed to harm Germany’s national interest or economy. In contrast, populism does not play a prominent role, although, the AfD frequently uses people-centrism, and the ‘core people’ appear to be at the heart of its framing strategy.
DOI: 10.7910/dvn/ldumny
title: Reproduction files for: Trust and cooperative behavior: Evidence from the realm of data-sharing

description: This repository contains code and data to reproduce the analyses in the study "Trust and cooperative behavior: Evidence from the realm of data-sharing". Please see "INSTRUCTIONS.txt" for instructions to reproduce the study.
DOI: 10.7910/dvn/mq8ep0
title: Nursing Student Data

description: This data include data for the nursing student participants and includes: 
Item data for the Situated Academic Writing Self-efficacy Scale all original items (SAWSES) 
Item data for the Self-Efficacy Scale for Academic Writing (SESAW)
Item data for the Writing Apprehension Test (WAT) 
Item data for the Writing Self-Efficacy Instrument (WSEI
Three context assessments: supportive environment, value of assignment, stakes of assignment 
Demographics: Writing Attitude, age categorical, ethnicity, English language status, writing in english status, year in nursing program, institution code 1 and 2
DOI: 10.7910/dvn/xi3b8z
title: Replication Data for: Restricting the scope of software patent protection: Beneficial evidence of Alice

description: This includes patent metadata (1976-2018), a list of software patents (1976-2018), and quarterly firm-level observations regarding patenting outcomes and GitHub commits (2010-2018).
description: The replication.html file describes the structure of code and data.
DOI: 10.7910/dvn/z61oaq
title: Replication Data for: Increasing fish farm profitability through aquaculture best management practice training in Egypt

description: Egyptian aquaculture production has grown rapidly to over one million tons per year so that it now provides most of the country's fish supply.However, Egyptian fish farmers have received little extension advice or training.
An intervention starting in 2012 aimed to address this gap by providing best management practice (BMP) training for pond based tilapia monoculture and tilapia-mullet polyculture fish farmers. A series of field-based training modules were developed and designed with the participation of leading fish farmers and delivered through private sector farmer-trainers to over 2400 fish farm owners and managers. This paper reports on the results of an impact assessment survey carried out in 2015 comparing fish farm performance, production and profitability in randomly selected farms where the manager had received and was applying the principles of BMP training
(BMP) and farms where the manager had not received IE IDEAS project training (control). The results show that although the two groups were very similar in terms of general farm characteristics, BMP farms were more likely to practice tilapia-mullet polyculture than monoculture of tilapia. The main BMP training messages apparent
in the results were improved feed and fertilizer management. This resulted in more efficient food conversion ratios in BMP farms compared to control farms. Average fish yields and values were similar between the two groups, although BMP farms produced less small-sized tilapia and more mullet than the control farms. Lower feed costs resulted in significantly lower operating costs in BMP farms compared to control farms, whereas fixed costs were similar for the two groups. Average net profits were significantly higher in BMP farms compared to control farms equivalent to additional profits of over $15,000 for an average farm size of 7.5 hectares. Taking into account the number of farmers trained and BMP adoption rates suggests that $18.9 million additional profits were generated through the intervention in 2014. The results demonstrate that fish farms in mature aquaculture systems can benefit significantly from the adoption of improved farm management practices suggesting that
similar approaches, including field-based BMP training and the use of private sector farmer-trainers should be used to accelerate the development of nascent aquaculture sectors in other parts of Africa.
Statement of relevance: While it is often assumed that training will benefit fish farmers the true economic benefits have rarely been documented. This research demonstrates clear improvements in the profitability of Egyptian fish farmers following best management practice training.
DOI: 10.7910/dvn/x5inqk
title: THE CONCEPT OF «NATIVE LANGUAGE» IN THE MINDS OF UKRAINIANS: PSYCHOLINGUISTIC ASPECT

description: THE CONCEPT OF «NATIVE LANGUAGE» IN THE MINDS OF UKRAINIANS: PSYCHOLINGUISTIC ASPECT
DOI: 10.7910/dvn/y18mk5
title: Replication Data for: A Method to Audit the Assignment of Registered Voters to Districts and Precincts

description: Replication data for the Political Analysis piece by Brian Amos and Michael P. McDonald, "A Method to Audit the Assignment of Registered Voters to Districts and Precincts."
description: Volume #, Issue #
DOI: 10.7910/dvn/y1kwhn
title: U.S. Federal Agencies Public Access Policies Information

description: U.S. Federal Agencies Public Access Policies Information
description: Federal agencies public access policies, Data repositories, Publication repositories
DOI: 10.7910/dvn/xiohw1
title: Hybrid deep learning architecture for general disruption prediction across tokamaks

description: In this paper, we present a new deep learning disruption prediction algorithm based on important findings from explorative data analysis which effectively allows knowledge transfer from existing devices to new ones, thereby predicting disruptions using very limited disruptive data from the new devices. The explorative data analysis conducted via unsupervised clustering techniques confirms that time-sequence data are much better separators of disruptive and non-disruptive behavior than the instantaneous plasma state data with further advantageous implications for a sequence-based predictor. Based on such important findings, we have designed a new algorithm for multi-machine disruption prediction that achieves high predictive accuracy on the C-Mod (AUC=0.801), DIII-D (AUC=0.947) and EAST (AUC=0.973). tokamaks with limited hyperparameter tuning. Through numerical experiments, we show that boosted accuracy (AUC=0.959) is achieved on EAST predictions by including in the training only 20 disruptive discharges, thousands of non-disruptive discharges from EAST, and combining this with more than a thousand discharges from DIII-D and C-Mod. The improvement of predictive ability obtained by combining disruptive data from other devices is found to be true for all permutations of the three devices. Furthermore, by comparing the predictive performance of each individual numerical experiment, we find that non-disruptive data are machine-specific while disruptive data from multiple devices contain device-independent knowledge that can be used to inform predictions for disruptions occurring on a new device.
description: PSFC REPORT PSFC/JA-20-72<br><br>This material is based upon work supported by and the U.S. Department of Energy, Office of Science, Office of Fusion Energy Sciences, using the DIII-D National Fusion Facility, a DOE Office of Science user facility, under Awards DE-FC02-04ER54698 and DE-SC0014264. Additionally, this work is supported by the National MCF Energy R&D Program of China, Grant No. 2018YFE0302100.
DOI: 10.7910/dvn/y7oyi
title: Senate Unpassed Legislation 1843, Docket 11312, SC1/series 231, Petition of Albert Stetson

description: &lt;p&gt;Petition subject: Abolition of capital punishment &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:13481638"&gt;http://nrs.harvard.edu/urn-3:FHCL:13481638&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: (unknown) &lt;/p&gt; &lt;p&gt;Petition location: Hanover &lt;/p&gt; &lt;p&gt;Legislator, committee, or address that the petition was sent to: Owen Josselyn, Hanover; committee on capital punishment &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;Albert Stetson&lt;/li&gt;&lt;li&gt;Benjamin Bailey&lt;/li&gt;&lt;li&gt;William Curtis Jr.&lt;/li&gt;&lt;li&gt;Anthony Gray&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Actions taken on dates: 1843-02-09,1843-02-10 &lt;/p&gt; &lt;p&gt;Legislative action: Received in the House on February 9, 1843 and referred to the committee on capital punishment and sent for concurrence and received in the Senate on February 10, 1843 and concurred &lt;/p&gt; &lt;p&gt;Total signatures: 85 &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): 85 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Identifications of signatories: inhabitants, ["legal voters"] &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: no additional documents &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: Senate Unpassed 1843, Docket 11312 &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/2xswj1
title: Trends in Digital Preservation Capacity and Practice: Results from the 2nd Bi-annual National Digital Stewardship Alliance Storage Survey

description: Research and practice in digital preservation requires a solid foundation of evidence of what is being protected and what practices are being used. The National Digital Stewardship Alliance (NDSA) storage survey provides a rare opportunity to examine the practices of most major US memory institutions. The repeated, longitudinal design of the NDSA storage surveys offer a rare opportunity to more reliably detect trends within and among preservation institutions rather than the typical surveys of digital preservation, which are based on one-time measures and convenience (Internet-based) samples. The survey was conducted in 2011 and in 2013. The results from these surveys have revealed notable trends, including continuity of practice within organizations over time, growth rates of content exceeding predictions, shifts in content availability requirements, and limited adoption of best practices for interval fixity checking and the Trusted Digital Repositories (TDR) checklist. Responses from new memory organizations increased the variety of preservation practice reflected in the survey responses.
DOI: 10.7910/dvn/ohpvd7
title: Original videos of bead fluorescent tracking

description: Contains the original videos for the bead tracking in Haus des Meeres.
DOI: 10.7910/dvn/oj8xks
title: Observations of MaDCoWS clusters using MUSTANG2

description: SZE maps of Galaxy clusters from the MaDCoWS cluster list observed at 90GHz with MUSTANG2 on the Green Bank Radio telescope.
DOI: 10.7910/dvn/rzyrgi
title: Replication data for: The Micropolitics of Realism: A General Equilibrium Approach to Security Maximization

description: The argument extends the neo-realist rethinking of realism, with particular attention to the nature of the actors in world politics, the economic substructure of power and security, and the rigor with which assumptions are specified and conclusions drawn. A critique of the simple state-as-actor model gives the state a complex internal structure; the elaboration of the actor broadens the concept of national security from foreign affairs to include domestic security, and hence the guns-butter trade-off. Treating security as a discounted stream of future security and allowing for qualitatively different types of threats, the model permits investigation of trade-offs between foreign and domestic, present and future security concerns (guns vs butter, consumption vs investment). Contrary to the prescriptions of most modern realists, but in accord with political practice, foreign and domestic policy emerge as closely intertwined. When economic resource
s are constant, competition among actors produces a stable balance of power; cooperative arms control can always increase the security of all actors above the purely competitive level. Economic growth, however, destablizes the competitive balance and undermines cooperation, resulting in a world system inherently in disequilibrium, its structures of balance and hegemony ephemeral.
description: Subject: STANDARD DEPOSIT TERMS 1.0 Type: DATAPASS:TERMS:STANDARD:1.0 Notes: This study was deposited under the of the Data-PASS standard deposit terms. A copy of the usage agreement is included in the file section of this study.;
DOI: 10.7910/dvn/z4lrqk
title: A13_25547.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/b14f771b-70fa-4389-8cb3-dc264a963dc4'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/b14f771b-70fa-4389-8cb3-dc264a963dc4
DOI: 10.7910/dvn/9camk4
title: Haitian drapo (ritual flag 2)

description: Haitian Vodou drapo are used in ceremonies to honor the spirits. They have also become a major tourist art attraction. The spirit Èzili Freda is a Lwa of love, fortune, abundance, and business savy, so her vèvè (sacred drawing) is a pink or red heart (featured center). Danbala is a wide elder spirit associated with serpents and his wife Ayida Wèdo is a wise elder regarded as the rainbow serpent; Danbala and Ayida Wèdo are considered creator spirits, and are also represented by a cosmic egg (top center). Danbala is also one of Èzili Freda's many husbands, so the 2 green serpents here are Danbala and Ayida Wèdo with Èzili Freda.
description: Sacred Arts of the Black Atlantic
description: Agisoft Metashape Pro, 1.7
DOI: 10.7910/dvn/h9eq05
title: Replication data for: "The Value of Insiders as Mentors: Evidence from the Effects of NSF Rotators on Early Career Scientists"

description: Hoenen, Sebastian, and Kolympiris, Christos, (2020) “The Value of Insiders as Mentors: Evidence from the Effects of NSF Rotators on Early-Career Scientists.” Review of Economics and Statistics 102:5, 852–866.
description: Christos Kolympiris
DOI: 10.7910/dvn/harnmg
title: Impact of salpingectomy for ectopic pregnancy on the ovarian response during IVF Stimulation

description: Impact of salpingectomy for ectopic pregnancy on the ovarian response during IVF Stimulation
DOI: 10.7910/dvn/ojfysr
title: Replication Data for: 'Do Energy Efficiency Investments Deliver? Evidence from the Weatherization Assistance Program'

description: The data and programs replicate tables and figures from "Do Energy Efficiency Investments Deliver? Evidence from the Weatherization Assistance Program", by Fowlie, Greenstone, and Wolfram. Please see the Readme file for additional details.