cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/ixhqxu
title: Townsend Thai Project Initial Household Survey, 1997

description: The project is carried out in Thailand under the direction of Khun Sombat Sakuntasathhien and dedicated staff. The project is administered in the United States at the National Opinion Research Center and the University of Chicago. Survey design and research collaborators include Anna Paulson of Northwestern University, Tae Joeng Lee of Yonse University, and Michael Binford of the University of Florida. Robert M. Townsend is overall project director and principal investigator.
&lt;br /&gt;&lt;br /&gt; The initial purpose of the NICHD-NSF funded project was to evaluate the role of informal institutions such as the family and local networks in helping to support the welfare and well-being of individuals in semi-urban and rural areas of Thailand. Risk, and the potentially adverse and direct consequences of household- and firm-specific shocks is a key part of project. The mediating role of the family and social and economic networks in the mobilization of savings and allocation of
credit was also deemed essential. These networks are not viewed in isolation but rather are part of the larger village, regional, and national level financial system. Thus the project includes an evaluation of village-level financial institutions, such as Production Credit Groups and rice banks, and national-level financial institutions such as commercial banks and the government agricultural bank, the Bank for Agriculture and Agricultural Cooperatives (BAAC).
&lt;br /&gt;&lt;br /&gt; Indeed, the project has both micro and macro aspects. It seeks to evaluate informal and formal financial institutions and markets and to construct and evaluate macro models of growth, fluctuations, and crisis. The macro models are based on the measured micro- underpinnings.&lt;br /&gt;&lt;br /&gt; The household survey included an initial census, a baseline interview on initial conditions of sampled households, forms which gather information on the use of contracts and informal institutions, a
nd monthly interviews to track changing conditions. Environmental data are gathered courtesy of grants from the Melon foundation and the University of Chicago. This includes soil analysis, plot photos, daily rainfall, soil moisture, water chemistry, and other bi-weekly water measurements. This ongoing data collection effort includes at present 36 months.
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.; 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/j0cl9o
title: The Ovulation and Menstruation Study Report on Cognitive Testing of Survey Instrument, July 5, 2017

description: This is a report that includes the complete cognitive testing of selected questions of the Ovulation and Menstruation Health Study Survey Instrument. It serves as a supplemental source to the manuscript in preparation, which only details key questions. 
description: Usage Notes: This is a supplementary file for a manuscript. The interested reader would turn to this file to understand the full set of questions tested and the complete cognitive testing reporting that was undertaken for the Ovulation and Menstruation (OM) Health Study Survey Instrument. Also included in this data set is the OM Health Pilot Survey Instrument with notation of all the cognitive tested questions. The survey instrument is a direct download from RedCap- please note that skip patterns are not visible in this format.
DOI: 10.7910/dvn/j3mzq5
title: Townsend Thai Project Institutional Annual Resurvey, 2014 (Rural)

description: The project is carried out in Thailand under the direction of Khun Sombat Sakuntasathhien and dedicated staff. The project is administered in the United States at the National Opinion Research Center and the University of Chicago. Survey design and research collaborators include Anna Paulson of Northwestern University, Tae Joeng Lee of Yonse University, and Michael Binford of the University of Florida. Robert M. Townsend is overall project director and principal investigator.
&lt;br /&gt;&lt;br /&gt; The initial purpose of the NICHD-NSF funded project was to evaluate the role of informal institutions such as the family and local networks in helping to support the welfare and well-being of individuals in semi-urban and rural areas of Thailand. Risk, and the potentially adverse and direct consequences of household- and firm-specific shocks is a key part of project. The mediating role of the family and social and economic networks in the mobilization of savings and allocation of c
redit was also deemed essential. These networks are not viewed in isolation but rather are part of the larger village, regional, and national level financial system. Thus the project includes an evaluation of village-level financial institutions, such as Production Credit Groups and rice banks, and national-level financial institutions such as commercial banks and the government agricultural bank, the Bank for Agriculture and Agricultural Cooperatives (BAAC).
&lt;br /&gt;&lt;br /&gt; Indeed, the project has both micro and macro aspects. It seeks to evaluate informal and formal financial institutions and markets and to construct and evaluate macro models of growth, fluctuations, and crisis. The macro models are based on the measured micro- underpinnings.&lt;br /&gt;&lt;br /&gt; 161 institutions were surveyed in the initial l997 cross-section survey. In the annual resurveys we checked to see if an institution was pre-existing, but new institutions were added as well. Some i
nstitutions had failed. For example in l998, 45 institutions were sampled in total. More details about the Townsend Thai Project are available at http://cier.uchicago.edu/ .
DOI: 10.7910/dvn/j45o3n
title: Operation of a 140 GHz Gyro-amplifier using a Dielectric-loaded, Sever-less Confocal Waveguide

description: The design and experimental results of a 140 GHz gyro-amplifier that uses a dielectric-loaded, sever-less confocal waveguide are presented. The gyro-traveling wave amplifier uses the HE06 mode of a confocal geometry with power coupled in and out of the structure with Vlasov-type, quasi-optical couplers. Dielectric loading attached to the side of the confocal structure suppresses unwanted modes allowing zero-drive stable operation at 48 kV and 3A of beam current. The confocal gyro-amplifier demonstrated a peak circuit gain of 35 dB, a bandwidth of 1.2 GHz and a peak output power of 550 W at 140.0 GHz.
description: PSFC REPORT PSFC/JA-17-31<br><br>This work was supported by the National Institutes of Health (NIH), National Institute for Biomedical Imaging and Bioengineering (NIBIB) under Grants EB004866 and EB001965.
DOI: 10.7910/dvn/jdhb6v
title: GenBank network assortative mixing vs. collaboration capacity

description: Data files for assortative mixing vs, collaboration capacity in GenBank combined networks in 2002 and 2012.
DOI: 10.7910/dvn/jdvalf
title: 252_Hydrogel_NADES
title: NMR data sets for NADES hydrogel manuscript

description: Raw NMR data for the Fitoterapia manuscript "The Influence of Natural Deep Eutectic Solvents on Bioactive Natural Products: Studying Interactions between a Hydrogel Model and Schisandra chinensis Metabolites".
DOI: 10.7910/dvn/jhveu9
title: Replication Data for: Delivery of Cervical and Colorectal Cancer Screenings During the Pandemic in Community Health Centers: Practice Changes and Recovery Strategies

description: This study used a parallel mixed-method design. The sample included CHCs within the OCHIN practice-based research network14 that were using the same electronic health record (EHR) as of January 1, 2018, and had records of preventive care visits. Data from 217 CHCs connected to 79 CHC systems in 13 states (AK, CA, GA, IN, MA, MN, MT, NC, OH, OR, TX, WA, and WI) were included. Of these CHC health systems, 23 (29%) were located in 4 states (CA, GA, MT, and WI) that did not implement orders to temporarily cease or postpone elective surgeries or procedures during portions of the pandemic, which impacted some preventive services.

We purposively selected 13 CHC systems to participate in qualitative data collection. We worked with health system leaders to identify one clinic site per system to participate in interviews. We sent an email to the medical director of each participating clinic, explaining the study and asking this person to identify a list of members of their clinic, which could include themselves, with knowledge about cancer preventive care delivery and operational changes made during the pandemic. From the list, we selected and invited clinic members with a wide variation of roles (eg, medical director, clinician, quality director, or lead) to participate. At the end of the interview, we asked the participant to identify others in the clinic knowledgeable about this topic, if more participants were needed. We interviewed 1–4 people from each clinic; this number varied based on clinic size and organizational structure.
description: Qualitative data was not shared based upon consent, the risks of identification, and information shared could be taken out of context. Data dictionary and code book are included.

Restrictions apply to the availability of quantitive data under data use agreements. The variables available have been selected to reduce identifiability in these datasets. The specific file information describes the creation of any additional variables in R.
description: SAS, 9.1
DOI: 10.7910/dvn/jmozfu
title: Dry Season Land Use and Land Cover for the Bwanje Valley, Malawi

description: Geospatial dataset including sample images for dry season LULC of the Bwanje Valley in central Malawi. For study purposes, the Bwanje Valley is defined as the 8-km are surrounding the Bwanje Valley Irrigation Scheme. Sample points were selected from a random stratified sample of classified SPOT-6 multispectral imagery (4 December 2014). Field surveys were conducted in mid-August 2016 by a field team of three researchers. Samples include those categorized as 'sample sites' and 'accuracy assessment' samples. Accuracy assessment samples were those collected in addition to those identified in the stratified random sample to further assist in classification. File includes classification table, photos, and data.
description: This content is made possible by the support of the American People provided to the Feed the Future Innovation Lab for Sustainable Intensification through the United States Agency for International Development (USAID) Cooperative Agreement No. AID-OAA-L-14-00006 and by the NIH Framework Programs for Global Health Innovation project D43TW009639 from the Fogarty International Center (E. Walker, PI). The contents are the sole responsibility of the authors and do not necessarily reflect the views of USAID, NIH, or the United States Government.
DOI: 10.7910/dvn/jtsrvt
title: A Field-Shaking System to Eliminate the Screening Current-Induced Field in the 800-MHz HTS Insert of the MIT 1.3-GHz LTS/HTS NMR Magnet: A Small-Model Study

description: In this paper, we present results, experimental and analytical, of a small-model study, from which we plan to develop and ap-ply a full-scale field-shaking system to minimize or even elim-inate the screening current-induced field (SCF) in the 800-MHz HTS Insert (H800) of the MIT 1.3-GHz LTS/HTS NMR magnet (1.3G) currently under construction—the H800 is composed of 3 nested coils, each a stack of no-insulation (NI) REBCO dou-ble-pancakes. In 1.3G, H800 is the chief source of a large error field generated by its own SCF. To study the effectiveness of the field-shaking technique, we use two NI REBCO double-pancakes, one from 2 coils (HCoil2 and HCoil3) of the 3 H800 coils, and place them in the bore of a 5-T/300-mm room-temperature bore external magnet. The external magnet is used not only to induce SCF in the double-pancakes but also elimi-nate it by the field-shaking. For each run, we induce SCF in the double-pancake at an axial location where the external radial field Br &gt; 0, then for the field-shaking, move to another location where the external axial field Bz &gt;&gt; BR. To examine if other SCF eliminating techniques, e.g., the current-sweep-reversal (CSR) method, is applicable to H800 even when L500 and H800 are series-connected, we perform similar sequences of test for other combinations of the double-pancake axial locations. In this paper, we report 77-K experimental results, develop an analy-sis that satisfactorily explains the results, and apply the analy-sis to design a field-shaking system for 1.3G at full operation.
description: PSFC REPORT PSFC/JA-17-54<br><br>This work was supported by the National Institute of Biomedical Imaging and Bioengineering and the National Institute of General Medical Sciences.
DOI: 10.7910/dvn/juwdwy
title: Local Supportive Housing Policy by Continuum of Care

description: A novel and comprehensive cross-sectional dataset (2017) was developed to document and measure municipal supportive housing policy choices and key political factors associated with these choices. The dataset is comprised of 232 municipalities of 354 municipal continuums of care (CoCs) from the HUD 2016 CoC database in order to control for cities directly receiving federal homeless funding. The final sample accounts for 66 percent of all CoCs in the U.S. Municipalities were chosen based on their inclusion in the HUD 2016 Point in Time (PIT) count survey, therefore selecting municipalities with a CoC that are receiving federal funding for homelessness solutions.

This is a comprehensive, cross-sectional dataset of municipalities across the United States that includes measures of local homeless policies; measures of local political indicators including local policy conservatism, fragmentation, municipal governmental structure; other relevant social policies (Sanctuary City status, Medicaid expansion, state level supportive housing policy); local demographic characteristics; local economic factors.
description: Funding Disclosure: Research reported in this publication was supported by the National Institute of Mental Health of the National Institutes of Health under Award Number T32MH019733. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health. Ethical approval was not required for this data collection because there were no human participants in the research design.
DOI: 10.7910/dvn/jzewlv
title: (LMO3) pAAV-Efla-DIO-sbGLuc-VChR1-EYFP

description: This construct is a Cre-dependent fusion protein of &lt;i&gt;Gaussia&lt;/i&gt; luciferase variant slow burn, &lt;i&gt;Volvox&lt;/i&gt; channelrhodopsin-1, and enhanced yellow fluorescent protein (YFP) for bioluminescent optogenetics (BL-OG).
description: LMO3
description: The NeuroNex Technology Hub and NeuroNex Bioluminescent Constructs Database are supported by the National Science Foundation (NSF) and its Division of Biological Infrastructure under Award No. 1707352.
DOI: 10.7910/dvn/jzol2u
title: 282_8PA
title: Glycyrrhiza inflata_8-prenylapigenin
title: NMR data for 8-prenylapigenin, bavachinin, licochalcone C and Abyssinone II

description: This folder contains the NMR datasets ( 1D 1H, 2D COSY, HSQC, HMBC) related to the structural description of 8-prenylapigenin (8PA), the NMR data associated with the structure analysis of bavachalcone mistakenly sold as 8-prenylapigenin, as well as the structure verification of co-isolated abyssinone II and licochalcone C.
DOI: 10.5281/zenodo.18644620
title: Wikipedia Entity Embeddings for Entity-Aware Document Ranking (enwiki-20190701, 300-dim)

description: A comprehensive dataset mapping Wikipedia entities to their Wikipedia2Vec embeddings, used for entity-aware document ranking and retrieval systems. Built from the English Wikipedia dump (2019-07-01) using Wikipedia2Vec with 300-dimensional embeddings. Each entry contains the entity ID, canonical entity name, Wikipedia2Vec entity identifier (with ENTITY/ prefix), and the corresponding 300-dimensional dense vector embedding. The dataset includes approximately 11.8 million entity embeddings extracted from the full Wikipedia2Vec model, filtered to include only entities (not words). This dataset supports the QDER (Query-Specific Document and Entity Representations) and DREQ (Document Re-ranking Using Entity-Based Query Understanding) models for entity-oriented neural information retrieval. The embeddings enable query-relevant entity emphasis in document representations and entity-centric ranking approaches.
description: Dataset Statistics: ~11.8M total entity embeddings, 300-dimensional vectors, based on English Wikipedia dump from 2019-07-01. Format: JSONL (gzip compressed). Each line contains a JSON object with fields: entity_id (Wikipedia page ID as string), entity_name (canonical entity name with spaces), wiki2vec_entity (Wikipedia2Vec entity identifier with ENTITY/ prefix and underscores), and embedding (300-dimensional float32 array). Entity names are converted to Wikipedia2Vec format by prefixing with 'ENTITY/' and replacing spaces with underscores. Source embeddings from Wikipedia2Vec pre-trained model (enwiki-20190701). Entities present in the ID mapping but missing from Wikipedia2Vec embeddings are excluded from this file. This dataset was used in the experiments for QDER (SIGIR 2025) and DREQ (ECIR 2024) for entity-based document ranking and query understanding.
DOI: 10.7910/dvn/jzq2lm
title: Palmitic acid 400 MHz in CDCl3 NMR data

description: NMR data of palmitic acid in CDCl3. The dataset contains 1D 1H 13C as well as 2D COSY, HSQC, HMBC, all acquired at 400 MHz (Jeol 400 MHz spectrometer with Royal Probe)
description: IMPs
DOI: 10.15468/dl.cvp67p
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Maesa indica",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 38 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019387-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/khuqea
title: Townsend Thai Project Institutional Annual Resurvey, 2002

description: The project is carried out in Thailand under the direction of Khun Sombat Sakuntasathhien and dedicated staff. The project is administered in the United States at the National Opinion Research Center and the University of Chicago. Survey design and research collaborators include Anna Paulson of Northwestern University, Tae Joeng Lee of Yonse University, and Michael Binford of the University of Florida. Robert M. Townsend is overall project director and principal investigator.
&lt;br /&gt;&lt;br /&gt; The initial purpose of the NICHD-NSF funded project was to evaluate the role of informal institutions such as the family and local networks in helping to support the welfare and well-being of individuals in semi-urban and rural areas of Thailand. Risk, and the potentially adverse and direct consequences of household- and firm-specific shocks is a key part of project. The mediating role of the family and social and economic networks in the mobilization of savings and allocation of c
redit was also deemed essential. These networks are not viewed in isolation but rather are part of the larger village, regional, and national level financial system. Thus the project includes an evaluation of village-level financial institutions, such as Production Credit Groups and rice banks, and national-level financial institutions such as commercial banks and the government agricultural bank, the Bank for Agriculture and Agricultural Cooperatives (BAAC).
&lt;br /&gt;&lt;br /&gt; Indeed, the project has both micro and macro aspects. It seeks to evaluate informal and formal financial institutions and markets and to construct and evaluate macro models of growth, fluctuations, and crisis. The macro models are based on the measured micro- underpinnings.&lt;br /&gt;&lt;br /&gt; 161 institutions were surveyed in the initial l997 cross-section survey. In the annual resurveys we checked to see if an institution was pre-existing, but new institutions were added as well. Some i
nstitutions had failed. For example in l998, 45 institutions were sampled in total.
DOI: 10.7910/dvn/kiktvl
title: Replication Data for: The Effects of Testosterone on Cervicovaginal Cytology in Transgender and Gender-Diverse Individuals

description: Retrospective electronic health record chart review of 211 TGD patients with cervixes, contributing 298 unique Pap tests, with a visit to a primary care clinic between 2012 and 2019. Primary outcomes included specimen quality (transformation zone [TZ] present, TZ absent, atrophic specimen, scant cellularity), presence of inflammation (yes/no), and cytology results (normal, abnormal, inadequate specimen). Chi-square and t-tests were used to compare results between testosterone-associated Pap specimens (TAPS) and non-testosterone specimens (NTS)
DOI: 10.7910/dvn/kjdyfd
title: Townsend Thai Project Key Informant Annual Resurvey, 2013 (Rural)

description: The project is carried out in Thailand under the direction of Khun Sombat Sakuntasathhien and dedicated staff. The project is administered in the United States at the National Opinion Research Center and the University of Chicago. Survey design and research collaborators include Anna Paulson of Northwestern University, Tae Joeng Lee of Yonse University, and Michael Binford of the University of Florida. Robert M. Townsend is overall project director and principal investigator.
&lt;br /&gt;&lt;br /&gt; The initial purpose of the NICHD-NSF funded project was to evaluate the role of informal institutions such as the family and local networks in helping to support the welfare and well-being of individuals in semi-urban and rural areas of Thailand. Risk, and the potentially adverse and direct consequences of household- and firm-specific shocks is a key part of project. The mediating role of the family and social and economic networks in the mobilization of savings and allocation of c
redit was also deemed essential. These networks are not viewed in isolation but rather are part of the larger village, regional, and national level financial system. Thus the project includes an evaluation of village-level financial institutions, such as Production Credit Groups and rice banks, and national-level financial institutions such as commercial banks and the government agricultural bank, the Bank for Agriculture and Agricultural Cooperatives (BAAC).
&lt;br /&gt;&lt;br /&gt; Indeed, the project has both micro and macro aspects. It seeks to evaluate informal and formal financial institutions and markets and to construct and evaluate macro models of growth, fluctuations, and crisis. The macro models are based on the measured micro- underpinnings.&lt;br /&gt;&lt;br /&gt; For this part of the study, the headman from each village was interviewed.
DOI: 10.7910/dvn/kuedtg
title: Linalool 60/400/900 MHz in CDCl3 NMR data

description: NMR data for linalool contains: 1H NMR acquired at 60 MHz, as well as 1D: 1H,13C 2D: COSY, HSQC and HMBC acquired 400 MHz, as well as 1D: 1H 2D: COSY acquired 900 MHz (Bruker AVANCE NMR, 5mm TCI cryogenic probe) in CDCl3
description: IMPs