cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.aqjxke
title: Occurrence Download

description: A dataset containing 8839 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lithobates sylvaticus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1961",
 "Year is less than or equal to 2020"
 ]
}

 The dataset includes 8839 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029398-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110813575
title: Neo-Assyrian Stamp Seal with Multi-figured Scene, BMC S.114

description: [Text Description:] Neo-Assyrian ❧ [Text or Publication Number Note:] BMC S.114 ❧ [Medium:] Stone ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Stone Stamp Seal ❧ [Physical Object Note:] 1 x 23/32 x 3/4 in. (2.5 x 1.8 x 1.9 cm)
DOI: 10.25549/inscriptifact-ouc110813566
title: Neo-Assyrian Stamp Seal with Multi-figured Scene, BMC S.114

description: [Text Description:] Neo-Assyrian ❧ [Text or Publication Number Note:] BMC S.114 ❧ [Medium:] Stone ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Stone Stamp Seal ❧ [Physical Object Note:] 1 x 23/32 x 3/4 in. (2.5 x 1.8 x 1.9 cm)
DOI: 10.25549/inscriptifact-ouc110813588
title: Neo-Assyrian Stamp Seal with Multi-figured Scene, BMC S.114

description: [Text Description:] Neo-Assyrian ❧ [Text or Publication Number Note:] BMC S.114 ❧ [Medium:] Stone ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Stone Stamp Seal ❧ [Physical Object Note:] 1 x 23/32 x 3/4 in. (2.5 x 1.8 x 1.9 cm)
DOI: 10.15468/dl.3wbbnx
title: Occurrence Download

description: A dataset containing 10978 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Populus fremontii"
 ]
}

 The dataset includes 10978 records from 119 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029399-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/627-saf-zh9
title: Odontosoria gracilis (Tagawa) Ralf Knapp

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y7p-b6y-k4q
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gz6-y37-qwd
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vp5-zmx-9fa
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n6w-yhh-31q
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w1f-b7b-fkw
title: Fraxinus Tourn. ex L.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0kh-r4y-lcx
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5b9-geb-5jq
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1hl-wrh-bv5
title: Liquidambar L.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/szg-8c7-v5k
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/50q-l78-vv6
title: Carpinus L.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h7e-8ac-e0y
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7jn-n55-ggc
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a8y-k4d-fj2
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3qb-k51-xgj
title: Maianthemum F.H.Wigg.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a7v-ft5-9nx
title: Extriplex E. H. Zacharias

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nbl-pak-2jp
title: Orthiopteris Copel.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bx9-hb0-0v9
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/st2-xlh-5c2
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nse-1r0-fbt
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rc2-cck-y9w
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jed-rls-n9s
title: Cladodonta Skottsberg, 1923

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q13-914-0qp
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vws-2l3-m4h
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5mg-68w-nkh
title: Abies Mill.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zdy-c74-bj4
title: Orthiopteris Copel.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fd3-qev-0zx
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nqj-d6p-ep8
title: Gluta L.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wzk-bfh-nwa
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bm6-rd6-smh
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rd7-zpc-prk
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1z8-qv3-rh2
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dgv-y8y-7zl
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g9b-acl-jhx
title: Salix L.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jmk-5t0-tgk
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pt8-5n2-wr7
title: Orthiopteris Copel.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r8d-agh-sc3
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7pc-rdt-dfr
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cbt-3s4-l2l
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.7910/dvn/lppny1
title: Replication Data for: Economic Inequality and Campaign Participation

description: This zip file includes the knitr file (combined LaTeX + R code) that generates the article, including all results and figures. This file depends on the file CCES12_Common_VV.RData, which is accessible from the CCES Dataverse at hdl:1902.1/21447. Other data and bibliography dependencies are included. These reproducibility materials along with their intermediate products and revision history of the article are available at https://github.com/fsolt/campaign_participation
DOI: 10.7910/dvn/tbxvb3
title: Replication data for: The Pass-through of Minimum Wages into US Retail Prices: Evidence from Supermarket Scanner Data

description: This is the replication archive for "The Pass-through of Minimum Wages into US Retail Prices: Evidence from Supermarket Scanner Data" by Renkin, T., Montialoux C., and M. Siegenthaler. The archive contains the data files used to generate the results in the paper, along with all of the programs used in the analysis. The replication archive is sufficient to reproduce all the results of the paper.
description: Volume XX, Issue X
DOI: 10.7910/dvn/me8jjz
title: Replication Data for: "A Dynamic Model of Nonviolent Resistance Strategy"

description: Replication data and files for "A Dynamic Model of Nonviolent Resistance Strategy." Data are a subset of the NAVCO 1.2 dataset. Replication files are written in Matlab.
DOI: 10.7910/dvn/wxxxjo
title: CCES 2008, Team Module of Harvard University (HUM)

description: CCES 2008, Team Module of Harvard University (HUM)
DOI: 10.7910/dvn/gmuofi
title: Replication Data for: Centralization, Elite Capture, and Service Provision: Evidence from Taiwan

description: Much recent work has debated the effect of decentralization on service provision, its underlying mechanisms, and the tradeoff between responsiveness and elite capture. This study contributes to that debate by investigating a rare partial rollout of institutional change that reversed administrative, fiscal, and political decentralization in Taiwan. Utilizing a difference-in-differences design, I find that centralization decreases public goods provision and that such a negative effect is stronger and more robust on those public goods that involve greater local government activity. Additional evidence related to mechanisms suggests that the loss of proximity and accountability in service delivery after centralization can be critical. The effect heterogeneity results do not constitute strong evidence that centralization significantly improves service provision in areas with higher levels of local elite capture. These findings highlight the importance of decentralization's responsiveness advantages in improving local service provision and advance the policy debate on local institutional choice.
DOI: 10.15468/dl.wh97jp
title: Occurrence Download

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

 The dataset includes 36448 records from 425 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015275-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/nntkcx
title: Replication Data for: The Impact of El Niño-Southern Oscillation on the Profitability of the Latin American Construction Sector

description: This is the replication data for "Impact of El Niño-Southern Oscillation on Emerging Market Companies: Evidence from the Latin American Construction Sector Profitability". It includes panel data, meticulously calculated by the authors, utilizing publicly available quarterly financial statements of publicly listed Latin American construction companies. The timeframe of the data spans from the first quarter of 2007 through to the fourth quarter of 2024.
DOI: 10.7910/dvn/g6cvmu
title: Wright Files I-Z Edited; Docketed Case: 75-1152
DOI: 10.7910/dvn/wzqkik
title: Appendix, "Insurgent Armies: Military Obedience and State Formation after Rebel Victory," International Security, Vol. 46, No. 3 (Winter 2021/22), pp. 87–127

description: Appendix for "Insurgent Armies: Military Obedience and State Formation after Rebel Victory," International Security, Vol. 46, No. 3 (Winter 2021/22), pp. 87–127
DOI: 10.7910/dvn/zftoos
title: NOESY of Wortmannilactone M

description: NOESY of Wortmannilactone M
DOI: 10.7910/dvn/mivvap
title: Treatment-effect identification without parallel paths: an illustration in the case of Objective 1–Hainaut/Belgium, 1994–2006

description: Imagine an impoverished region that becomes eligible for a generous transfer programme (the treatment). Imagine difference-in-differences analysis (DiD)—a before-and-after comparison of the income-level handicap—shows that the handicap has risen. Most observers would conclude to the policy's inefficiency. The point made in this paper is that second thoughts are needed, because DiD rests heavily on the validity of a key assumption: parallel paths in the absence of treatment. What is more, when several pre-treatment periods are available in the data, it can easily be assessed and, if necessary, abandoned in favour of more relevant ones.
DOI: 10.7910/dvn/scel5p
title: Replication Data for: Changing Stereotypes of Partisans in the Trump Era

description: Stereotypes of the two parties play an important role in political cognition, and a range of recent studies have examined the content and effects of partisan stereotypes. However, little work has studied change in partisan stereotypes over time. We address this question by comparing data on stereotypes of partisans collected before and after the Trump presidency, a time when we might expect individuals’ images of the two parties to undergo significant change. Using a structural topic model, we compare responses to open-ended questions asking respondents to list words describing members of the two parties from 2016 and 2021. We find that partisan stereotypes in the 2021 sample are less group- and issue-based and focused more on personal traits. These results suggest that, during the Trump era, members of the mass public came to see the parties in more personalized, character-focused terms, potentially contributing to affective polarization.
DOI: 10.7910/dvn/nry5op
title: Digital Television Coverage by Postcode in the UK

description: Data on UK Digital TV Coverage. Quality of signal, transmitter, transmitter group, channels, etc. by postcode.
&lt;ul&gt;
&lt;li&gt; More at: &lt;a href="http://www.digitaluk.co.uk/coveragechecker/"&gt;http://www.digitaluk.co.uk/coveragechecker/&lt;/a&gt;
&lt;li&gt; For scripts used to generate the data, see: &lt;a href="https://github.com/soodoku/digital-tv-coverage-in-uk"&gt;https://github.com/soodoku/digital-tv-coverage-in-uk&lt;/a&gt;
&lt;/ul&gt;
description: Data has the following columns: 

Postal code of the address: postal.code
Quality of TV Signal: quality.terrestrial.tv.signal
Transmitter name: transmitter.name
Transmitter region: transmitter.region
Digital services available through aerial: service.* (e.g. service.bt_vision, service.freeview) Data take values 0 and 1, indicating whether or not a service is available.
Channels available: channel.* (entertainment, hd, childrens, news, adult, text stream, radio.. etc.).
DOI: 10.15468/dl.xmerde
title: Occurrence Download

description: A dataset containing 188878 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Country is not null",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Specimen, Material sample, Machine Observation, Material citation)"
 ]
 }
 },
 "TaxonKey is Cyatheales"
 ]
}

 The dataset includes 188878 records from 382 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015269-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/s3wclr
title: Wright Files I-Z Edited; Docketed Case: 22495
DOI: 10.7910/dvn/myqdza
title: Wright Files I-Z Edited; Docketed Case: 85-6082
DOI: 10.7910/dvn/noouqf
title: Patient knowledge of fecal calprotectin in inflammatory bowel disease (IBD): An observational study in Mexico

description: Background: Fecal calprotectin (FC) can be a valuable tool to optimize health care for patients with inflammatory bowel disease (IBD). The objective of this observational study was to determine the level of knowledge of the FC test in Mexican patients with IBD. 
Methods: A self-reported questionnaire was distributed via Facebook to patients with IBD. The survey consisted of 15 questions in two categories: the first category assessed knowledge of IBD diagnosis, and the second category assessed knowledge of the FC test. 
Results: In total, 460 patients with IBD participated, of which 83.9% (386) had ulcerative colitis (UC) and 16.0% (74) had Crohn’s disease (CD). Regarding IBD diagnosis, 41.9% of participants stated that they did not know of a non-invasive test for fecal matter to identify inflammation of the colon. Regarding the FC test, 57.5% (UC) and 58.1% (CD) stated that they did not know about the test. Additionally, 65.8% (UC) and 51.3% (CD) of participants stated that they had never received the FC test and 82.6% (UC) and 77.0% (CD) recognized that the FC test was difficult to access in their medical practice. Furthermore, 66% (UC) and 52.7% (CD) of participants noted that their specialist doctor had never suggested the FC test to them, yet 89.1% (UC) and 87.8% (CD) stated that they would prefer FC analysis for their IBD follow-up assessments. 
Conclusions: There is little knowledge of the FC biomarker among Mexican patients with IBD. This suggests the need for greater dissemination of its use and scope as a biomarker in IBD.
DOI: 10.7910/dvn/wyyewk
title: Replication Data for: The Laws of War and Public Support for Foreign Combatants

description: Replication data and code for The Laws of War and Public Support for Foreign Combatants
DOI: 10.15468/dl.7rg75e
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Maulisia Parr, 1960",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((17.949 -34.5253,17.9648 -34.5378,17.9648 -34.1504,17.8905 -34.1504,17.949 -34.5253))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009411-250525065834625/datasets/export for details.
DOI: 10.15468/dl.jq3wy6
title: Occurrence Download

description: A dataset containing 11122 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lacerta agilis",
 "Country is Germany",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 2005-2020"
 ]
}

 The dataset includes 11122 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000579-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wdp4nq
title: Occurrence Download

description: A dataset containing 974 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Galium anisophyllon, Galium pumilum, Galium pumilum, Galium pumilum, Galium valdepilosum)",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "Year is greater than or equal to 2010",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 50",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 974 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000578-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18305142
title: Richardia L. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:53
DOI: 10.5281/zenodo.18305141
title: Richardia L. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:53
DOI: 10.5281/zenodo.18272508
title: Benchmarking LLM-based Information Extraction Tools for Medical Documents

description: Motivation: Medical documents are a crucial resource for medical research around the world. While troves of valuable health data exist, they are largely computationally inaccessible as hard copies of unstructured text, often with degraded quality due to the persistent prevalence of fax machines in medical settings. Digitization of these resources through manual data extraction is time-consuming and resource intensive. However, large language models (LLMs) have recently shown great promise for automated digitization and information extraction (IE), greatly improving upon previous tools in terms of speed and accuracy.Results: We reviewed recent LLM-based tools for named entity recognition (NER) and IE from the literature and assessed them with respect to their suitability for use in a clinical setting. We found only two of these tools to be usable out of the box and compared them to LLM foundation models prompted to perform extractions. Using 1000 mock medical documents with paired reference data, we evaluated the tools’ performance in different scenarios, comparing zero-shot and one-shot prompts as well as unimodal and multimodal (image and text) inputs where possible. The most effective model was OpenAI’s GPT 4.1-mini with an average F1 score of 55.6. The best performing local model was Google's Gemma3 with 27B parameters, given image inputs and a zero-shot prompt, with an average F1 score of 41.3. We found the choice of prompting strategy to have minimal impact on extraction performances. We also assessed the effects of image distortions commonly introduced by fax machines and found a significant impact on extraction performance.Availability: Source code and data are available on Github at https://github.com/courtotlab/PDF_benchmarking.