cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/5848eq
title: Contrastive learning explains the emergence and function of visual category-selective regions

description: Abstract: 

Modular and distributed coding theories of category selectivity along the human ventral visual stream have long existed in tension. Here, we present a reconciling framework – contrastive coding – based on a series of analyses relating category selectivity within biological and artificial neural networks. We discover that, in models trained with contrastive self-supervised objectives over a rich natural image diet, category-selective tuning naturally emerges for faces, bodies, scenes, and words. Further, lesions of these model units lead to selective, dissociable recognition deficits, highlighting their distinct functional roles in information processing. Finally, these pre-identified units can predict neural responses in all corresponding face-, scene-, body-, and word-selective regions of human visual cortex, under a highly constrained sparse-positive encoding procedure. The success of this single model indicates that brain-like functional specialization can emerge without category-specific learning pressures, as the system learns to untangle rich image content. Contrastive coding, therefore, provides a unifying account of object category emergence and representation in the human brain.
DOI: 10.7910/dvn/5axs5e
title: Replication Data for: Privatization

description: Replication data for Privatization, a chapter in the Oxford Handbook of the Russian Economy (Michael Alexeev and Shlomo Weber, eds.), 2013.
DOI: 10.7910/dvn/hejtk1
title: Replication Data for: An Efficient Solution for Semantic Segmentation of Three Ground-based Cloud datasets

description: The SWIMSEG dataset, which includes 1013 cloud images, is divided into three parts according to the common practice: training set 911, testing set 51, validation set 51. The original dataset can be downloaded from http://vintage.winklerbros.net/swimseg.html. The BENCHMARK dataset includes 32 cloud images patches and corresponding cloud masks.
DOI: 10.7910/dvn/jcuosi
title: A12_20975.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/f416c934-c5ad-42a9-8c1b-2d1b7eba0cb8'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/f416c934-c5ad-42a9-8c1b-2d1b7eba0cb8
DOI: 10.7910/dvn/ljdan5
title: Electrochemically precipitated struvite effects on extractable nutrients compared to other fertilizer-P sources

description: Abstract- Recovery of struvite, or magnesium ammonium phosphate (MgNH4PO4 · 6H2O), from wastewater streams may provide an alternative to traditional phosphorus (P) fertilizers. Little research has assessed the behavior of struvite relative to other commercially available, fertilizer-P sources in historically row-cropped soils in the United States. The objective of this study was to evaluate total extractable P and other nutrients from electrochemically (ECST) and chemically precipitated struvite (CPST) compared to triple superphosphate (TSP), diammonium phosphate (DAP), monoammonium phosphate (MAP), and rock phosphate (RP) in a moist-soil incubation without plants using varying soil textures (loam, silt loam, and silty clay loam). A uniform application rate of 24.5 kg total P ha-1 was used for each fertilizer-P source. Soil sampling occurred six times over a 9-month period (0.5, 1, 2, 4, 6, and 9 months) to examine the change in soil pH and water-soluble (WS) and Mehlich-3-extractable nutrient concentrations (P, Ca, Mg, and Fe) from their initial levels over time. After 0.5 months, WS-P concentrations increased the most in the ECST treatment (41.6 mg kg-1), which did not differ from that of DAP. Throughout the remaining 8.5 months of incubation, WS-P concentrations generally decreased in most treatments, but were still greater than the initial by 9 months and were often similar among ECST, CPST, MAP, DAP, and TSP treatments. Comparable WS-P concentrations among ECST and MAP, DAP, and TSP under soil conditions near field capacity (~ 0.2 g g-1) supports struvite’s potential as a sustainable fertilizer-P source, thus warranting further investigation of the plant response to struvite use as an alternative fertilizer-P source.
DOI: 10.7910/dvn/qkecwr
title: Papeles de Genero en la Cadena de Valor de Caco en el VRAEM, Peru/Gender Roles in the Cacao Value Chain in the VRAEM; Peru

description: Data from 61 household interviews with smallholders in the VRAEM. One section of the round of joint interviews with both household heads. The other is of the interviews with the male and female household heads separately.
DOI: 10.7910/dvn/ydbmni
title: Replication Data for: Accountability for the Local Economy at All Levels of Government in United States Elections

description: Replication Data for: Accountability for the Local Economy at All Levels of Government in United States Elections
DOI: 10.7910/dvn/dxxa2n
title: Rural Institutional Innovation: Can Village Courts in Bangladesh Accelerate Access to Justice and Improve Socio-economic Outcomes?

description: Data and codebooks from the project ""Rural Institutional Innovation: Can Village Courts in Bangladesh Accelerate Access to Justice and Improve Socio-economic Outcomes?"

The data comes from three different sources:
1. Household survey of households in the Village Courts study area (hh_clean.dta and Codebook HH.xls)
2. Administrative data collected from Village Courts in the study area (admin_clean.dta and Codebook admin.xls)
3. Union Parishad representatives and officials survey (kap_clean_anon.dta and Codebook admin.xls)
DOI: 10.7910/dvn/l0zg70
title: Replication data for: US Treaty-making with American Indians

description: Native Americans are unique among domestic actors in that their relations with the United States government involve treaty-making, with almost 600 such documents signed between the Revolutionary War and the turn of the twentieth century. We investigate the effect of constitutional changes to the treating process in 1871, by which Congress stripped the President of his ability to negotiate directly with tribes. We construct a comprehensive new data set by digitizing all of the treaties for systematic textual analysis. Employing scaling techniques validated with word use information, we show that a single dimension characterizes the treaties as more or less ‘harsh’ in land and resource cession terms. We find that specific institutional changes to treaty making mechanisms had little effect on agreement outcomes. Rather it is the relative bargaining power of the United States economically and militarily that contributes to worsening terms for Indians over the nineteenth century.
DOI: 10.7910/dvn/awzd8e
title: The Road from Exploration to Explanation, and Back

description: Presentation Date: Tuesday, March 13, 2018. Location: 
Arthur M. Sackler Colloquia of the National Academy of Sciences, Washington, DC. Abstract: These are the slides for Dr. Alyssa Goodman’s presentation “The Road from Exploration to Explanation, and Back", given at the Arthur M. Sackler Colloquia of the National Academy of Sciences, Washington, DC on March 12, 2018.
DOI: 10.7910/dvn/durdd3
title: Code Repository for: Conjoint Analysis Tools for Developing Country Contexts

description: This data set contains the code repositories for the paper entitled: Conjoint Analysis Tools for Developing Country Contexts. For up to date versions of the repositories visit: https://github.com/acmeyer/Conjoint-PDF-Generator-App and https://github.com/acmeyer/Conjoint-for-Qualtrics-Offline.
DOI: 10.7910/dvn/h1roep
title: Contract Farming of Ginger in Nepal, 2014

description: The data is collected through a primary field survey of around 600 ginger-cultivating farm households in Nepal, using a structured questionnaire. It aims at identifying the determinants of participation in contract farming of ginger in Nepal and assess impact of contract on farmers’ profits and adoption of food safety practices at farm-level. The data includes farm and farmer characteristics, cropping pattern, economics of cultivation, marketing channels, and good agricultural practices. The survey was conducted during December 2014 in the hill districts of Pyuthan, Palpa, and Arghakhanchi, located in the Western and Mid-western development regions of Nepal. These districts were chosen due to high concentration of contract farmers there. The sample comprises 322 contract farmers and 283 noncontract farmers.
description: STATA, 14
description: Household- and Community-level Surveys
DOI: 10.7910/dvn/okez8a
title: World Electric Power Plants Database, March 2017

description: Worldwide inventory of electric power generating units.
description: <b>MIT affiliates should access this dataset by logging into Dataverse and selecting Massachusetts Institute of Technology.</b>
DOI: 10.7910/dvn/x82ado
title: Smallholder Agriculture Commercialization in Rwanda, 2022

description: This dataset pertains to a survey on smallholder commercialization conducted in Rwanda during October and November of 2022. The primary objective of this study is to enhance data and analysis regarding the returns associated with commercial smallholder production systems and policies aimed at supporting smallholder commercialization.&lt;/p&gt;

The data were collected from a nationally and provincially representative households’ sample of 2,020 rural smallholder agricultural households selected from five provinces. The survey focused on various key data points, including household demographics, farm and nonfarm assets, farm characteristics (such as land use, crop production, inputs usage, participation in agricultural programs, livestock, etc.), household expenditures and incomes, labor utilization, and other relevant factors throughout the agricultural year of 2022.
description: Household- and Community-level Surveys
description: STATA, 16
DOI: 10.7910/dvn/ye6vmj
title: Replication Data for "Overconfident, Resentful, and Misinformed: How Racial Animus Motivates Confidence in False Beliefs"

description: Replication data for "Overconfident, Resentful, and Misinformed: How Racial Animus Motivates Confidence in False Beliefs", forthcoming in Social Science Quarterly.
DOI: 10.7910/dvn/yebanp
title: Replication Data for: An expanded definition of the odd oxygen family for tropospheric ozone budgets: Implications for ozone lifetime and stratospheric influence

description: This repository contains model output from three GEOS-Chem simulations for replication of the results in "An expanded definition of the odd oxygen family for tropospheric ozone budgets: Implications for ozone lifetime and stratospheric influence"
DOI: 10.7910/dvn/9egyll
title: Dataset of Cultural Management Research (1961-2020)

description: The cultural management research & publication dataset, which was indexed by Scopus from 1961 to 2020. The dataset contains 1,676 documents data: authors, authors ID Scopus, title, year, source title, volume, issue, article number in Scopus, DOI, link, affiliation, abstract, index keywords, references, correspondence address, editors, publisher, conference name, conference date, conference code, ISSN, language, document type, access type, and EID.
description: Scopus.com
DOI: 10.7910/dvn/aw5lu8
title: Replication Data for: Rock the Registration: Same Day Registration Increases Turnout of Young Voters

description: Replication Data for: Rock the Registration: Same Day Registration Increases Turnout of Young Voters
DOI: 10.7910/dvn/gmveay
title: Replication Data for: Legislators’ accountability for issue stances: evidence from Australia’s Marriage Law Postal Survey

description: Full replication materials containing the results of the SSM postal survey, MPs' positions, and census data.
DOI: 10.7910/dvn/h11itr
title: Replication Data for: “Self-Centered Inequity Aversion and the Mass Politics of Taxation”

description: Replications data for Lu, Xiaobo and Scheve, Kenneth (Forthcoming). “Self-Centered Inequity Aversion and the Mass Politics of Taxation.” Comparative Political Studies.
DOI: 10.7910/dvn/jkoh3e
title: UK Media and MP Tweets

description: UK MP and Media Tweets (collected ~ 4/4/2016)

List of handles etc. on Github at: https://github.com/notnews/uk_media_ideology
DOI: 10.7910/dvn/okpt56
title: Replication data for: Revealing 'Mafia Inc.'? Financial Crisis, Organized Crime, and the Birth of New Enterprises

description: The zip archive contains the data, the codes, and the instructions to reproduce the main results and the appendix of the paper "Revealing ``Mafia Inc."? Financial Crisis, Organized Crime, and the Birth of New Enterprises"
description: Volume XX, Issue X
DOI: 10.7910/dvn/s8krrm
title: Replication Data for: "Intuitive and Reliable Estimates of the Output Gap from a Beveridge-Nelson Filter"

description: Replication Data for: "Intuitive and Reliable Estimates of the Output Gap from a Beveridge-Nelson Filter"
DOI: 10.7910/dvn/zflg25
title: Replication Data for: All in the Family: Partisan Disagreement and Electoral Mobilization in Intimate Networks - a Spillover Experiment

description: We advance the debate about the impact of political disagreement in social networks on electoral participation by addressing issues of causal inference common in network studies, focusing on voters’ most important context of interpersonal inﬂuence: the household. We leverage a randomly assigned spillover experiment conducted in the UK, combined with a detailed database of pre-treatment party preferences and public turnout records, to identify social inﬂuence within heterogeneous and homogeneous partisan households. Our results show that intra-household mobilization eﬀects are larger as a result of campaign contact in heterogeneous than in homogeneous partisan households, and larger still when the partisan intensity of the message is exogenously increased, suggesting discussion rather than behavioral contagion as a mechanism. Our results qualify ﬁndings from inﬂuential observational studies, and suggest that within intimate social networks, negative correlations between political heterogeneity and electoral participation are unlikely to result from political disagreement.
description: This dataset underwent an independent verification process that replicated the tables and figures in the primary article. For the supplementary materials, verification was performed solely for the successful execution of code. The verification process was carried out by the Odum Institute for Research in Social Science at the University of North Carolina at Chapel Hill.
<br>
The associated article has been awarded Open Materials and Open Data Badges. Learn more about the Open Practice Badges from the Center for Open Science.<br>
DOI: 10.7910/dvn/zfxibh
title: Dissertation dataset

description: A quantitative dataset constructed using multiple open data sources, including the Oxford COVID-19 Government Response Tracker. Quantitative data were analyzed using four case windows (0 cases, 1-100 cases, 101-1,000 cases, and 1,001-10,000 cases).
DOI: 10.7910/dvn/zgtpmb
title: Continuation of DMPA-SC or DMPA-IM when administered by facility-based health workers in Burkina Faso

description: The aim of this study was to examine continuation of subcutaneous and intramuscular depot medroxyprogesterone acetate (DMPA-SC and DMPA-IM) when administered by facility-based health workers in Burkina Faso. 

Participants were family planning clients who had decided to initiate injectable use. Women selected DMPA-SC or DMPA-IM and study staff followed them for up to four injections (providing 12-months of pregnancy protection) to determine contraceptivve continuation. Study staff interviewed women at their first injection (baseline), second injection, fourth injection, and if they discontinued either product. Information from all interviews are included in this dataset. The methods and results for this study are described in the linked publication.
description: A similar study was conducted on women who received DMPA-IM or DMPA-SC injections from community-based health workers in Uganda. The data can be found in this same Dataverse folder, and the results are described in the linked publication.
DOI: 10.7910/dvn/58xsez
title: A11_19310.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/ee49bc4c-662b-449b-8281-93d20e6fe3cd'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/ee49bc4c-662b-449b-8281-93d20e6fe3cd
DOI: 10.7910/dvn/aiwptl
title: Clinical characteristics and long term consequences of COVID-19 patients in dedicated COVID unit of a tertiary care hospital: an 8-month follow-up study

description: The aim was to assess the demographic, clinical characteristics, long term consequences of Bangladeshi COVID-19 patients and to see any association with severity of COVID-19 and post COVID-19 functional status
DOI: 10.7910/dvn/aj091n
title: Santa Isabel Enslaved Census of 1870

description: The Santa Isabel Enslaved Census (SIEC) dataset is drawn from a municipal register of enslaved people in Santa Isabel in 1870, located in the Archivo General de Puerto Rico. The data provides both a demographic snapshot of Santa Isabel’s enslaved population on the eve of abolition and begins to fill a gap in the public archival record of the enslaved Puerto Rican population.
DOI: 10.7910/dvn/jivocm
title: Replication Data for: Upending a New Deal Regulatory Regime: Congressional Reform and Democrats' Turn Against Financial Regulation

description: This file contains R code and data for replicating the statistical analysis in this paper. I also include an excel file with qualitative data on interest group positions from an analysis of congressional hearings.
DOI: 10.7910/dvn/mw9psk
title: Smart Cities Survey 2016

description: &lt;p&gt;The International City/County Management Association (ICMA) conducts national surveys of all U.S. counties and ~8,000 U.S. municipalities with populations of 2,500 or greater on topics of interest to local governments, including forms of government, economic development, service delivery, and sustainability.&lt;/p&gt;&lt;p&gt;&lt;b&gt;Smart Cities Survey 2016&lt;/b&gt; examines local governments’ priorities and activities concerning smart city technologies in the U.S., and learn about motivators and barriers to adopting these technologies.
description: View in MIT catalog
File type(s): txt (data)
Related bibliographic descriptions: (OCoLC)1419032445 ; (ALMA)9935647704506761
mcdm:one-time
DOI: 10.7910/dvn/rhmskp
title: Replication Data for: "When Do Different Systems of Government Lead to Similar Power-Sharing? The Case of Government Formation"

description: This directory contains the data set and the script required to replicate the analyses and results in "When Do Different Systems of Government Lead to Similar Power-Sharing? The Case of Government Formation," by Thiago N. Silva.
DOI: 10.7910/dvn/zekets
title: Replication Data for: Dataset "P3Numbers_20141124_f_13_001" available at http://eegdatabase.kiv.zcu.cz/experiments-detail?DEFAULT_PARAM_ID=517

description: Guess the number is a simple P300-based brain-computer interface experiment. Its aim is to ask the measured participant to pick a number between 1 and 9. Then, he or she is exposed to corresponding visual stimuli and experimenters try to guess the number thought while observing event-related potential waveforms on-line. 250 school-age children participated in the experiments that were carried out in elementary and secondary schools in the Czech Republic. Electroencephalographic data from three EEG channels (Fz, Cz, Pz) and stimuli markers were stored. Additional metadata about the participants were collected (gender, age, the number thought by the participant, the guess of the experimenters, and various interesting additional information). The data are stored in the Brain Vision format.
description: Presentation, 18.1
description: Brain Vision Recorder, 1.20.0001
description: All data and metadata in this dataverse can be downloaded as an experimental package named "PROJECT DAYS P3 NUMBERS" that is available at https://eegdatabase.kiv.zcu.cz in section "All experiments"
DOI: 10.7910/dvn/zgahuc
title: Who Beneﬁts from the Earned Income Tax Credit? Incidence among Recipients, Coworkers and Firms

description: How are hourly wages affected by the Earned Income Tax Credit? Using variation in state EITC supplements, I ﬁnd that a 10 percent increase in the generosity of the EITC is associated with a 5 percent fall in the wages of high school dropouts and a 2 percent fall in the wages of those with only a high school diploma, while having no effect on the wages of college graduates. Given the large increase in labor supply induced by the EITC, this is consistent with most reasonable estimates of the elasticity of labor demand. Although workers with children receive a much larger EITC than childless workers, and the effect of the credit on labor force participation is larger for those with children, the hourly wages of both groups are similarly affected by an EITC increase. As a check on this strategy, I also use federal variation in the EITC across gender-age-education groups, and ﬁnd that those demographic groups that received the largest EITC increases also experienced a drop in their hourly wages, relative to other groups.
DOI: 10.7910/dvn/dwxaut
title: Replication Data for "Online Voting and Minority Shareholder Dissent: Evidence from China"

description: This content includes the code and the structure of the datasets used to replicate the study results.
DOI: 10.7910/dvn/ga9lsq
title: Colle Gnifetti Ice Core - ICPMS Pb record - Climate Change Institute - University of Maine

description: Colle Gnifetti Ice Core - ICPMS Pb record - Climate Change Institute - University of Maine
DOI: 10.7910/dvn/jjksnj
title: Indoor Erosion Simulation

description: Results of indoor rainfall simulation tests on untreated and xanthan gum treated compacted soil collected after 2018 Mesa Wildfire. The experiments were run at USDA Forest Service Rocky Mountain Research Station Rain Lab.
description: http://hdl.handle.net/1773/47852
DOI: 10.7910/dvn/xmm1ib
title: Supplementary Data for "Technique and the Time of Reading".

description: Derived data on time features related to 1,069 English-language novels published between 1700-1900. Supplementary to the article, Jonathan Sachs and Andrew Piper, "Technique and the Time of Reading," PMLA 133.5 (2018).
DOI: 10.7910/dvn/yf8cay
title: A15_28184.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/08195edd-5225-427c-ac6b-94edbbfaf4ae'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/08195edd-5225-427c-ac6b-94edbbfaf4ae
DOI: 10.7910/dvn/zfddvl
title: O aborto nos Estados Unidos em debate no Brasil

description: Dados produzidos pelo Observatório da Religião e Interseccionalidades por meio de levantamento automatizado de reportagens e artigos de opinião publicados em 4 jornais brasileiros sobre decisão da Suprema Corte dos Estados Unidos que reverteu o precedente Roe v. Wade, em 2022. A pesquisa é desenvolvida no âmbito do projeto temático "Pluralismo religioso e diversidades no Brasil pós-contemporâneo".
description: Python, null
description: Iramuteq, null
description: R, null