cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14574920
title: Paper information in the topic of large language models

description: This dataset supports the findings in the preprint 'Academic collaboration on large language model studies increases overall but varies across disciplines.' The study aims to explore the application of large language models (LLMs) in scientific disciplines and their implications for interdisciplinary collaboration.

To build LLM paper group, we start with a broad search using general terms related to LLMs and popular models based on the MMLU benchmark spanning from October 2018 to September 2024. We apply this search to the title and abstract to avoid excessive noise in the dataset and then undergo a series of filtering stepsto enhance relevance and remove duplicates. The resulting dataset contains 59,293 papers.

In addition to the paper group in the topic of LLMs, we establish two control groups. The first control group focuses on machine learning (ML) papers. We select ML as a control because it is a well-established field from which LLM emerged as a subfield. To construct this group, we collect a random sampling of 70,945 papers containing the phrase ''machine learning'' in either their title or abstract. To provide an even broader perspective beyond AI-related fields, we create a second control group consisting of a random sample of 73,110 papers from all other research categories---specifically, papers that belong neither to the ML nor LLM categories. 

The three files below contain the cleaned samples collected from OpenAlex, which are derived from the original files. 



LLM: llm-cleaned-samples.csv

ML: ml-cleaned-samples.csv

Non-LLM/ML: non-llm-cleaned-samples.csv


The three zip files below contain author affiliation information (including departmental discipline) extracted by GPT-4o-mini to support the departmental analysis in the paper:



LLM: llm-author-affiliations.zip

ML: ml-author-affiliations.zip

Non-LLM/ML: non-llm-author-affiliations.zip


The three files below contain the paper information used to support all the analysis in our paper:



LLM: llm-information-entropy.csv

ML: ml-information-entropy.csv

Non-LLM/ML: non-llm-information-entropy.csv


If you have any additional questions, please feel free to contact lingyaol@umich.edu or lydinh@usf.edu.
DOI: 10.15468/dl.g8xynd
title: Occurrence Download

description: A dataset containing 586 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-88.91055 -33.51403,-23.23446 -33.51403,-23.23446 19.1684,-88.91055 19.1684,-88.91055 -33.51403))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pheidole megacephala (Fabricius, 1793)"
 ]
}

 The dataset includes 586 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051746-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dgfauc
title: Occurrence Download

description: A dataset listing the 765 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Yeast Collection in BCRC"
 ]
}

 The dataset's 765 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051740-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25592/uhhfdm.9628
title: INEL Evenki Corpus

description: <strong>Corpus Citation</strong>

<em>Däbritz, Chris Lasse & Gusev, Valentin. 2021. INEL Evenki Corpus. Version 1.0. Publication date 2021-12-31. Archived at Universität Hamburg. https://hdl.handle.net/11022/0000-0007-F43C-3. In: The INEL corpora of indigenous Northern Eurasian languages. https://hdl.handle.net/11022/0000-0007-F45A-1</em>

<strong>Corpus Description</strong>

The INEL Evenki Corpus has been created within the long-term INEL project (Grammatical Descriptions, Corpora and Language Technology for Indigenous Northern Eurasian Languages), 2016–2033.<br>
The corpus makes possible typologically aware corpus-based grammatical research on the Evenki (&lt; Tungusic) language and expands the documentation of the lesser described indigenous languages of Northern Eurasia.<br>
The INEL Evenki Corpus covers Northern (Taimyr, Khantayskoe Ozero, Ilimpi, Erbogachon) and Southern (Sym) Evenki dialects, which have or had contacts with other languages dealt with in the INEL project, that is, first and foremost Dolgan and Selkup. The INEL Evenki Corpus is composed of texts from different sources:


 Published texts from different text collections, inter alia "Sbornik materialov po evenkijskomu (tungusskomu) fol'kloru" (Vasilevich 1936), covering all named dialects.
 Transcripts of recordings obtained from the Taimyr House of National Arts (TDNT) in Dudinka (2000s) as well as transcripts of recordings made by and from Tat’yana V. Bolina, either of them representing the Khantayskoe Ozero dialect.
 Texts from the handwritten archive of the Russian ethnographer and linguist Konstantin M. Rychkov recorded in the 1900s/1910s, covering the Taimyr, Ilimpi and Sym dialects.


Each text in the corpus is provided with morphological glossing, translation into English, Russian and German, as well as annotation of Russian borrowings. Some texts also have annotations for syntactic functions, semantic roles and information status.

<strong>Funding</strong>

The corpus has been produced in the context of the joint research funding of the German Federal Government and Federal States in the Academies’ Programme, with funding from the Federal Ministry of Education and Research and the Free and Hanseatic City of Hamburg. The Academies’ Programme is coordinated by the Union of the German Academies of Sciences and Humanities.

<strong>Contributions/Acknowledgements</strong>


 The Taimyr House of National Arts (TDNT) provided valuable audio material (see above).
 Tat’yana V. Bolina (TDNT Leading Methodologist for Evenki folklore & culture) recorded some further Evenki material in 2018 and 2019.
 The Institute of Oriental Manuscripts of the Russian Academy of Sciences (IOM RAS; Институт восточных рукописей РАН) in Saint Petersburg provided scanned manuscripts from the Rychkov archive (The Archives of the Orientalists of IOM RAS, Coll. 49, inv. 1, items 4, 5, 6а, 6б, 6в).
 The web-based search interface is using the <em>Tsakonian Corpus platform</em> developed by Dr. Timofey Arkhangelskiy.
DOI: 10.17632/djhjw4d45b
title: Springer SLC Dataset

description: A dataset containing scientific literature abstracts labeled according to their domains and areas.
DOI: 10.15468/dl.cb5wqz
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Milvus lineatus (J.E.Gray, 1831)"
 ]
}

 The dataset includes 29 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051747-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tmzcjy
title: Occurrence Download

description: A dataset containing 1694 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-89.53013 -39.48511,-28.81073 -39.48511,-28.81073 16.2174,-89.53013 16.2174,-89.53013 -39.48511))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plagioscion squamosissimus (Heckel, 1840)"
 ]
}

 The dataset includes 1694 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051748-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dx92ts
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-41.95556 27.00337,-5.04624 27.00337,-5.04624 48.14296,-41.95556 48.14296,-41.95556 27.00337))",
 "TaxonKey is Taaningichthys minimus (Tåning, 1928)"
 ]
}

 The dataset includes 27 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051749-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6pfehc
title: Occurrence Download

description: A dataset containing 1061 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Antarctic Biodiversity Studies 2006 (Ross Sea, Scott Island, and Balleny Islands) (TAN0602)"
 ]
}

 The dataset includes 1061 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051750-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tusvqs
title: Occurrence Download

description: A dataset containing 6425 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Tringa totanus (Linnaeus, 1758)"
 ]
}

 The dataset includes 6425 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051751-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3zvm7e
title: Occurrence Download

description: A dataset containing 22159 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Phasianus colchicus Linnaeus, 1758"
 ]
}

 The dataset includes 22159 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051752-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/cwt5d4c4rg
title: Test the demo for SMU

description: this is a test for SMU
DOI: 10.15468/dl.kjqjwe
title: Occurrence Download

description: A dataset containing 14774 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Podiceps cristatus (Linnaeus, 1758)"
 ]
}

 The dataset includes 14774 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051753-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bj6492
title: Occurrence Download

description: A dataset containing 1570 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Parus major Linnaeus, 1758"
 ]
}

 The dataset includes 1570 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051755-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9g24a9
title: Occurrence Download

description: A dataset containing 6311 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Threskiornis aethiopicus (Latham, 1790)",
 "Country is France",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 6311 records from 163 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051756-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ewdxvf
title: Occurrence Download

description: A dataset containing 72297 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Passer montanus (Linnaeus, 1758)"
 ]
}

 The dataset includes 72297 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051754-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/wt6rmvn9fz
title: Data for: cultural patterns in south European countries

description: This dataset describes the cultural pattern in south European countries
DOI: 10.15468/dl.ju69xf
title: Occurrence Download

description: A dataset containing 2171 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Corvus frugilegus Linnaeus, 1758"
 ]
}

 The dataset includes 2171 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051757-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zjbe2u
title: Occurrence Download

description: A dataset containing 30290 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Anas platyrhynchos Linnaeus, 1758"
 ]
}

 The dataset includes 30290 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051758-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/m8xndu
title: Rapid documentation of Avian Species of Guindy National Park, Chennai, Tamil Nadu, India.

description: The dataset “Rapid documentation of Avian Species of Guindy National Park, Chennai, Tamil Nadu, India.” is published by Nature Mates-Nature Club.The Guindy National Park is a protected area in Chennai, India. It is one of India's smallest national parks, with 2.70 km2 (1.04 sq mi), and one of the few located within a metropolitan region. The park is an extension of the grounds that encircle Raj Bhavan,the official residence of the Governor of Tamil Nadu, and includes forests, scrub areas, lakes, and streams.In 1920, Guindy was named a Reserve Forest due to its ecological, faunal, floral, geomorphological, and zoological importance.One of the few remaining remnants of Southern Tropical Dry Evergreen Forests forms a pattern of mosaic with grasslands and scrubs in the National Park.The park has a tropical climate, with mean annual temperatures ranging from 32.9 °C at the highest to 24.3 °C at the lowest. Rainfall varies from 522 mm to 2,135 mm, with an average yearly total of 1,215 mm. The distinctive vegetation of the shore is determined by the summer season, which lasts from April to May. The wet season lasts from June to December, followed by the dry season from January to March. The location also features a cleared meadow named Polo Field that measures about 230 m by 160 m (520 ft) and a lake known as the 'Tangal Eri'.The park's existence and the surrounding green regions earned it the nickname "the green lungs of Chennai." A perimeter wall stretches 9.5 kilometres, around the park, protecting it. There is a vast network of roads and paths. The park's road network extends for approximately 14 kilometres. The park features two big tanks, Kathan Kollai and Appalam Kolam, as well as two ponds that typically dry up during the summer.The park contains a dry evergreen scrub and thorn forest, meadows, and water bodies.This dataset records the Avian species observed during a one day visit to Guindy National Park on 25th of November 2024.All the birds have been identified upto species level. There are 13 bird species in total, with records of them in 10 different families and 6 different orders. Yellow-billed Babbler found exclusively in the Southern part of India was spotted and recorded during the visit.
DOI: 10.17632/kggd7cdk85
title: Smoke Test (HomeWiFI) 07May2020 natscilivecustomer (Dataset-1)

description: Smoke Test (HomeWiFI) 07May2020 natscilivecustomer (Dataset-1)
DOI: 10.5281/zenodo.14577635
title: Using the EU's Common Agricultural Policy to improve the habitat for farmland birds in landscapes with excessively large arable fields: Buffer strips in Slovakia

description: Dataset for article Using the EU’s Common Agricultural Policy to improve the habitat for farmland birds in landscapes with excessively large arable fields: bufferBuffer strips in Slovakia.
DOI: 10.5281/zenodo.14577636
title: Using the EU's Common Agricultural Policy to improve the habitat for farmland birds in landscapes with excessively large arable fields: Buffer strips in Slovakia

description: Dataset for article Using the EU’s Common Agricultural Policy to improve the habitat for farmland birds in landscapes with excessively large arable fields: bufferBuffer strips in Slovakia.
DOI: 10.5281/zenodo.14577622
title: Acoustic Characterization of Gypsum Composites Containing Cigarette Butt Waste for Building Applications

description:  The dataset shows the acoustic characterization (absorption) of gypsum composites containing cigarette butt waste. 3 gypsum specimens were prepared incorporating different percentages of cigarette butt waste (1.0%, 1.5%, 2.0% and 2.5%). This data is named CBW10, CBW15, CBW20 and CBW 25.

Samples without waste additions were also prepared to compare the results obtained. Data named REF.
DOI: 10.5281/zenodo.14577623
title: Acoustic Characterization of Gypsum Composites Containing Cigarette Butt Waste for Building Applications

description:  The dataset shows the acoustic characterization (absorption) of gypsum composites containing cigarette butt waste. 3 gypsum specimens were prepared incorporating different percentages of cigarette butt waste (1.0%, 1.5%, 2.0% and 2.5%). This data is named CBW10, CBW15, CBW20 and CBW 25.

Samples without waste additions were also prepared to compare the results obtained. Data named REF.
DOI: 10.5281/zenodo.10812150
title: Effects of strain rate on martensitic phase transformation in TRIP assisted multiphase steels studied in-situ with X-ray diffraction

description: These are the Matlab figures containing the information that was used in the paper:
"Effects of strain rate on martensitic phase transformation in TRIP assisted multiphase steels studied in-situ with X-ray diffraction"
by Veera Langi.

The files include:
- Stress strain curves for both studied steels at all the studied strain rates and the cyclic test
- Austenite volume fraction vs strain plots for both studied steels at all the studied strain rates and the cyclic test
DOI: 10.5281/zenodo.10812151
title: Effects of strain rate on martensitic phase transformation in TRIP assisted multiphase steels studied in-situ with X-ray diffraction

description: These are the Matlab figures containing the information that was used in the paper:
"Effects of strain rate on martensitic phase transformation in TRIP assisted multiphase steels studied in-situ with X-ray diffraction"
by Veera Langi.

The files include:
- Stress strain curves for both studied steels at all the studied strain rates and the cyclic test
- Austenite volume fraction vs strain plots for both studied steels at all the studied strain rates and the cyclic test
DOI: 10.5281/zenodo.14577253
title: The role of injection method on residual trapping: insights into bridging scales and heterogeneity

description: Dataset for "The role of injection method on residual trapping: insights into bridging scales and heterogeneity". There are 4 samples: Edwards carbonate, Indiana carbonate, Berea sandstone, and Bandera sandstone. Each sample is a cylindrical core, 5 cm in diameter and 12 cm in length.  Each sample has the following subfolders:



Dry scan. This contains scans where the pore space of the sample is saturated with air.

Wet scan. This contains scans where the pore space of the sample is saturated with water. 

H2L or high to low flow. Scans are taken during high flow, during low flow, and at the end of the experiment. There is a repeat experiment denoted by "r".

L2H or low to high flow. Scans are taken during low flow, during high flow, and at the end of the experiment. There is a repeat experiment denoted by "r".


For further information on the experimental procedure, please see associated manuscript.
DOI: 10.5281/zenodo.14577254
title: The role of injection method on residual trapping: insights into bridging scales and heterogeneity

description: Dataset for "The role of injection method on residual trapping: insights into bridging scales and heterogeneity". There are 4 samples: Edwards carbonate, Indiana carbonate, Berea sandstone, and Bandera sandstone. Each sample is a cylindrical core, 5 cm in diameter and 12 cm in length.  Each sample has the following subfolders:



Dry scan. This contains scans where the pore space of the sample is saturated with air.

Wet scan. This contains scans where the pore space of the sample is saturated with water. 

H2L or high to low flow. Scans are taken during high flow, during low flow, and at the end of the experiment. There is a repeat experiment denoted by "r".

L2H or low to high flow. Scans are taken during low flow, during high flow, and at the end of the experiment. There is a repeat experiment denoted by "r".


For further information on the experimental procedure, please see associated manuscript.
DOI: 10.15468/dl.pagfb9
title: Occurrence Download

description: A dataset containing 2877 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-6.00299 39.82142,-6.01702 39.80023,-5.86558 39.74222,-5.85155 39.76677,-6.00299 39.82142))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 2877 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051759-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qwefmn
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Plecturocebus cupreus (Spix, 1823)"
 ]
}

 The dataset includes 31 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051762-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.