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attributes.publicationYear: 2010
attributes.types.resourceType: Core
|
PhysicalObject
|
21
|
attributes.doi: 10.60471/odp0100td
attributes.creators[0].name: Integrated Ocean Drilling Program (TAMU), Curator
attributes.titles[0].title: Core 57-439*-32R
attributes.publisher: {"name":"SESAR"}
attributes.publicationYear: 2010
attributes.types.resourceType: Core
|
PhysicalObject
|
21
|
attributes.doi: 10.60471/odp010g1g
attributes.creators[0].name: Integrated Ocean Drilling Program (TAMU), Curator
attributes.titles[0].title: Core 130-803D-20H
attributes.publisher: {"name":"SESAR"}
attributes.publicationYear: 2010
attributes.types.resourceType: Core
|
PhysicalObject
|
21
|
attributes.doi: 10.25673/60019
attributes.creators[0].name: Rohr, Julius Bernhard
attributes.titles[1].title: Unterricht von der Kunst der Menschen Gemüther zu erforschen
attributes.titles[0].title: Julii Bernhards von Rohr Unterricht Von der Kunst der Menschen Gemüther zu erforschen, Darinnen gezeiget, Jn wie weit man aus eines Reden, Actionen und anderer Leute Urtheilen, eines Menschen Neigungen erforschen könne, Und überhaupt untersucht wird, Was bey der gantzen Kunst wahr oder falsch, gewiß oder ungewiß sey
attributes.publisher: {"name":"Martini"}
attributes.publicationYear: 1721
attributes.contributors[1].name: Martin-Luther Universität
attributes.contributors[0].name: Universitäts- Und Landesbibliothek Sachsen-Anhalt
attributes.types.resourceType: Book
|
Book
|
3
|
attributes.doi: 10.25673/60012
attributes.creators[0].name: Eybel, Joseph Valentin
attributes.titles[0].title: Natürlich-, göttlich- und teuflische Träume : Bewiesen einem guten Freunde in Wien / von Meisel, Lehrer auf der hohene Schule zu Sieghartstein
attributes.publisher: {"name":"Universitäts- und Landesbibliothek Sachsen-Anhalt"}
attributes.publicationYear: 1783
attributes.contributors[1].name: Martin-Luther Universität
attributes.contributors[0].name: Universitäts- Und Landesbibliothek Sachsen-Anhalt
attributes.types.resourceType: Book
|
Book
|
3
|
attributes.doi: 10.25673/59938
attributes.creators[0].name: (:Unkn) Unknown
attributes.titles[0].title: Das Klagende Ost-Frießland Uber den Höchstschmertzlich- aber doch seligen Hintritt Der Durchlauchtigsten Fürstinn u. Frauen, Frauen Christianen Lovisen, Vermählter Fürstinn von Ost-Frießland, .... Welche Den 13 April. des 1723 Jahres selig ... entschlaffen, Wolten Aus unterthänigster Condolence vorstellen Jnnenbenannte Jetzt zu Halle sich befindende Ost-Friesische Studiosi Theologiæ
attributes.publisher: {"name":"Universitäts- und Landesbibliothek Sachsen-Anhalt"}
attributes.publicationYear: 1723
attributes.contributors[1].name: Martin-Luther Universität
attributes.contributors[0].name: Universitäts- Und Landesbibliothek Sachsen-Anhalt
attributes.types.resourceType: Book
|
Book
|
3
|
attributes.doi: 10.5281/zenodo.7727937
attributes.creators[0].name: Balkanal, Zeynep
attributes.titles[0].title: Peşkir (Towel) Wovens Made By Ballıpınar Village Pomaks
attributes.publisher: {"name":"Zenodo"}
attributes.publicationYear: 2023
attributes.contributors[0].name: Balkanal, Zeynep
attributes.contributors[0].affiliation[0]: {"name":"Doç.Dr."}
|
JournalArticle
|
17
|
attributes.doi: 10.25673/60008
attributes.creators[0].name: Friedrich <II., Preußen, König>
attributes.titles[0].title: Continuation Des Memoires De Brandebourg / Par L'Auteur Des Mêmes Mémoires [i.e. Friedrich II., König von Preußen]
attributes.publisher: {"name":"Universitäts- und Landesbibliothek Sachsen-Anhalt"}
attributes.publicationYear: 1757
attributes.contributors[1].name: Martin-Luther Universität
attributes.contributors[0].name: Universitäts- Und Landesbibliothek Sachsen-Anhalt
attributes.types.resourceType: Book
|
Book
|
3
|
attributes.doi: 10.15468/dl.akwl3y
attributes.creators[0].name: Occdownload Gbif.Org
attributes.titles[0].title: GBIF Occurrence Download
attributes.publisher: {"name":"The Global Biodiversity Information Facility"}
attributes.publicationYear: 2015
|
Dataset
|
10
|
attributes.doi: 10.14469/ch/191076
attributes.creators[1].name: Stassen, Jasper M
attributes.creators[0].name: Stassen, Jasper M
attributes.titles[0].title: B3H6N3
attributes.publisher: {"name":"Imperial College London"}
attributes.publicationYear: 2015
attributes.contributors[2].name: Stassen, Jasper M
attributes.contributors[1].name: Imperial College London
attributes.contributors[0].name: Imperial College London
attributes.types.resourceType: Gaussian job archive
|
Collection
|
5
|
attributes.doi: 10.25673/103597
attributes.creators[0].name: Stephan, Martin
attributes.titles[0].title: Herzlicher Zuruf an alle evangelische Christen: "Bleibet auf dem Grund der Apostel und Propheten, da Jesus Christus der Eckstein ist;" in zwei Predigten gehalten am Reformationsfeste und ersten Adventssonntage 1823. in der St. Johanniskirche zu Dresden : nebst einer Vorrede über Schwärmerei und Sektenwesen / von Martin Stephan Pastor der Böhmischen Gemeinde zu St. Johannis daselbst
attributes.publisher: {"name":"gedruckt und zu finden in der Königlichen Hofbuchdruckerei"}
attributes.publicationYear: 1823
attributes.contributors[2].name: Dürr, Carl Christian
attributes.contributors[1].name: Martin-Luther Universität
attributes.contributors[0].name: Universitäts- Und Landesbibliothek Sachsen-Anhalt
attributes.types.resourceType: Book
|
Book
|
3
|
attributes.doi: 10.60516/au4773579
attributes.creators[0].name: van der Wielen, S.E.
attributes.titles[0].title: Geoscience Australia Sample Number: 4773579
attributes.publisher: {"name":"Geoscience Australia"}
attributes.publicationYear: 2020
attributes.types.resourceType:
|
PhysicalObject
|
21
|
attributes.doi: 10.60516/au6252310
attributes.creators[0].name: van der Wielen, S.E.
attributes.titles[0].title: Geoscience Australia Sample Number: 6252310
attributes.publisher: {"name":"Geoscience Australia"}
attributes.publicationYear: 2021
attributes.types.resourceType:
|
PhysicalObject
|
21
|
attributes.doi: 10.60516/au6326415
attributes.creators[0].name: van der Wielen, S.E.
attributes.titles[0].title: Geoscience Australia Sample Number: 6326415
attributes.publisher: {"name":"Geoscience Australia"}
attributes.publicationYear: 2021
attributes.types.resourceType:
|
PhysicalObject
|
21
|
attributes.doi: 10.18730/1cprf
attributes.creators[0].name: GLIS Of The ITPGRFA
attributes.titles[0].title: Hordeum vulgare L. subsp. vulgare CGN11308
attributes.publisher: {"name":"Centre for Genetic Resources, the Netherlands"}
attributes.publicationYear: 2017
attributes.contributors[0].name: Centre For Genetic Resources, The Netherlands
attributes.types.resourceType: PGRFA Material
|
PhysicalObject
|
21
|
attributes.doi: 10.60516/au4857121
attributes.creators[0].name: van der Wielen, S.E.
attributes.titles[0].title: Geoscience Australia Sample Number: 4857121
attributes.publisher: {"name":"Geoscience Australia"}
attributes.publicationYear: 2020
attributes.types.resourceType:
|
PhysicalObject
|
21
|
attributes.doi: 10.18730/1czay
attributes.creators[0].name: GLIS Of The ITPGRFA
attributes.titles[0].title: Brassica rapa L. group chinese cabbage CGN20722
attributes.publisher: {"name":"Centre for Genetic Resources, the Netherlands"}
attributes.publicationYear: 2017
attributes.contributors[0].name: Centre For Genetic Resources, The Netherlands
attributes.types.resourceType: PGRFA Material
|
PhysicalObject
|
21
|
attributes.doi: 10.60516/au5967919
attributes.creators[0].name: van der Wielen, S.E.
attributes.titles[0].title: Geoscience Australia Sample Number: 5967919
attributes.publisher: {"name":"Geoscience Australia"}
attributes.publicationYear: 2020
attributes.types.resourceType:
|
PhysicalObject
|
21
|
attributes.doi: 10.48546/workflowhub.workflow.1191.1
attributes.creators[0].name: Hausmann, Fabian
attributes.titles[0].title: Multiomic ALS signatures highlight sex differences and molecular subclusters and identify the MAPK pathway as therapeutic target
attributes.publisher: {"name":"WorkflowHub"}
attributes.publicationYear: 2024
attributes.types.resourceType: Workflow
|
Workflow
|
31
|
attributes.doi: 10.5281/zenodo.14064745
attributes.creators[0].name: Lu, Jiayuan
attributes.titles[0].title: s4000-ck20000-controlnet
attributes.publisher: {"name":"Zenodo"}
attributes.publicationYear: 2024
attributes.types.resourceType:
|
Model
|
18
|
attributes.doi: 10.5287/ora-bxj6pbm2a
attributes.creators[0].name: Kukeera, Tonny
attributes.titles[0].title: Rethinking private sector approaches to off-grid electrification. The case of Uganda
attributes.publisher: {"name":"University of Oxford"}
attributes.publicationYear: 2024
attributes.contributors[1].name: Brophy, Aoife
attributes.contributors[0].name: McCulloch, Malcom
attributes.contributors[1].affiliation[0]: {"name":"University of Oxford"}
attributes.contributors[0].affiliation[0]: {"name":"University of Oxford"}
attributes.types.resourceType: Dissertation
|
Dissertation
|
11
|
attributes.doi: 10.5281/zenodo.14064790
attributes.creators[2].name: Kobza, Jozef
attributes.creators[1].name: Makovníková, Gabriela
attributes.creators[0].name: Barančíková, Gabriela
attributes.titles[0].title: Development of soil organic carbon concentration on key monitoring localities
attributes.publisher: {"name":"Zenodo"}
attributes.publicationYear: 2024
attributes.types.resourceType:
|
ConferenceProceeding
|
8
|
attributes.doi: 10.5281/zenodo.14064791
attributes.creators[2].name: Kobza, Jozef
attributes.creators[1].name: Makovníková, Gabriela
attributes.creators[0].name: Barančíková, Gabriela
attributes.titles[0].title: Development of soil organic carbon concentration on key monitoring localities
attributes.publisher: {"name":"Zenodo"}
attributes.publicationYear: 2024
attributes.types.resourceType:
|
ConferenceProceeding
|
8
|
attributes.doi: 10.5287/ora-ngnz0pngn
attributes.creators[0].name: Gartlan, Cillian
attributes.titles[0].title: Characterising lung tissue pathology and immunity in vaccinated and unvaccinated rhesus macaques challenged with SARS-CoV-2
attributes.publisher: {"name":"University of Oxford"}
attributes.publicationYear: 2024
attributes.contributors[4].name: Andrew, Gorringe
attributes.contributors[3].name: Salguero, Francisco Javier
attributes.contributors[2].name: Carroll, Miles
attributes.contributors[1].name: Tipton, Tom
attributes.contributors[0].name: Sattentau, Quentin
attributes.contributors[2].affiliation[0]: {"name":"University of Oxford"}
attributes.contributors[1].affiliation[0]: {"name":"University of Oxford"}
attributes.contributors[0].affiliation[0]: {"name":"University of Oxford"}
attributes.types.resourceType: Dissertation
|
Dissertation
|
11
|
attributes.doi: 10.5281/zenodo.14062255
attributes.creators[0].name: DEVECCHI, ALICE
attributes.titles[0].title: Dalla ricerca alla progettazione - Strategie per lo sviluppo della ricerca nel quadro del programma Horizon Europe
attributes.publisher: {"name":"Zenodo"}
attributes.publicationYear: 2024
attributes.types.resourceType: Interactive resource
|
InteractiveResource
|
15
|
attributes.doi: 10.5281/zenodo.14065064
attributes.creators[1].name: Pandey, Ashutosh
attributes.creators[0].name: Waoo, Ashwini A.
attributes.titles[0].title: Biotechnology in Space Exploration: Harnessing Life for Extraterrestrial Missions
attributes.publisher: {"name":"Probecell Press"}
attributes.publicationYear: 2024
attributes.contributors[1].name: Rai, Piyush Kant
attributes.contributors[0].name: Waoo, Ashwini A.
attributes.contributors[1].affiliation[0]: {"name":"Department of Biotechnology Faculty of Life Science & Technology AKS University, Satna (MP) 485001 India"}
attributes.contributors[0].affiliation[0]: {"name":"Department of Biotechnology Faculty of Life Science & Technology AKS University, Satna (MP) 485001 India"}
attributes.types.resourceType:
|
BookChapter
|
4
|
attributes.doi: 10.5281/zenodo.13848940
attributes.creators[3].name: Stern, Lennart
attributes.creators[2].name: Kögel, Noah
attributes.creators[1].name: Kellner, Maximilian
attributes.creators[0].name: Kalkuhl, Matthias
attributes.titles[0].title: Replication Code for the publication 'Pareto-improving climate policy with heterogeneous abatement costs in the building sector'
attributes.publisher: {"name":"Zenodo"}
attributes.publicationYear: 2024
attributes.types.resourceType:
|
ComputationalNotebook
|
6
|
attributes.doi: 10.5281/zenodo.13848941
attributes.creators[3].name: Stern, Lennart
attributes.creators[2].name: Kögel, Noah
attributes.creators[1].name: Kellner, Maximilian
attributes.creators[0].name: Kalkuhl, Matthias
attributes.titles[0].title: Replication Code for the publication 'Pareto-improving climate policy with heterogeneous abatement costs in the building sector'
attributes.publisher: {"name":"Zenodo"}
attributes.publicationYear: 2024
attributes.types.resourceType:
|
ComputationalNotebook
|
6
|
attributes.doi: 10.34740/kaggle/m/161045
attributes.creators[0].name: ray
attributes.titles[0].title: The GanjaGuru
attributes.publisher: {"name":"Kaggle"}
attributes.publicationYear: 2024
|
Model
|
18
|
attributes.doi: 10.5281/zenodo.3555370
attributes.creators[0].name: Brown, John
attributes.titles[0].title: Trans-Frontier Maps of the Survey of India
attributes.publisher: {"name":"Zenodo"}
attributes.publicationYear: 2019
attributes.types.resourceType: Other
|
Image
|
13
|
attributes.doi: 10.5446/44065
attributes.creators[0].name: Anderle, Žan
attributes.titles[0].title: JavaScript for Python Developers
attributes.publisher: {"name":"DjangoCon US"}
attributes.publicationYear: 2018
attributes.contributors[0].name: Confreaks, LLC
attributes.types.resourceType: Conference/Talk
|
Audiovisual
|
1
|
attributes.doi: 10.5446/44053
attributes.creators[0].name: Baumgartner, Peter
attributes.titles[0].title: Containerless Django: Deploying without Docker
attributes.publisher: {"name":"DjangoCon US"}
attributes.publicationYear: 2018
attributes.contributors[0].name: Confreaks, LLC
attributes.types.resourceType: Conference/Talk
|
Audiovisual
|
1
|
attributes.doi: 10.5446/44048
attributes.creators[0].name: Xiao, Le
attributes.titles[0].title: BDD (Behavior Driven Development) Testing for Django Apps by
attributes.publisher: {"name":"DjangoCon US"}
attributes.publicationYear: 2018
attributes.contributors[0].name: Confreaks, LLC
attributes.types.resourceType: Conference/Talk
|
Audiovisual
|
1
|
attributes.doi: 10.5281/zenodo.3555464
attributes.creators[0].name: Hausfath
attributes.titles[0].title: hausfath/OldModels: Pre-publication code release
attributes.publisher: {"name":"Zenodo"}
attributes.publicationYear: 2019
|
Software
|
26
|
attributes.doi: 10.5281/zenodo.3556820
attributes.creators[1].name: Taboada, Maite
attributes.creators[0].name: Ehret, Katharina
attributes.titles[0].title: sfu-discourse-lab/MDA-OnlineComments: Register_studies
attributes.publisher: {"name":"Zenodo"}
attributes.publicationYear: 2019
|
Software
|
26
|
attributes.doi: 10.7910/dvn/bf2vnk/qkmrl3
attributes.creators[2].name: Salazar, Tisu'ma
attributes.creators[1].name: Salazar, Jeremías
attributes.creators[0].name: Bowers, Jack
attributes.titles[0].title: N_scrub_jay_01_TS.wav
attributes.publisher: {"name":"Harvard Dataverse"}
attributes.publicationYear: 2019
attributes.contributors[1].name: Bowers, Jack
attributes.contributors[0].name: Bowers, Jack
attributes.contributors[1].affiliation[0]: {"name":"(Austrian Academy of Sciences - Austrian Center for Digital Humanities (ACDH))"}
attributes.contributors[0].affiliation[0]: {"name":"(Austrian Center for Digital Humanities)"}
|
Dataset
|
10
|
attributes.doi: 10.5281/zenodo.3558648
attributes.creators[0].name: Andreasvarga
attributes.titles[0].title: andreasvarga/MatrixEquations.jl: v1.1.1
attributes.publisher: {"name":"Zenodo"}
attributes.publicationYear: 2019
|
Software
|
26
|
attributes.doi: 10.5281/zenodo.3558500
attributes.creators[0].name: Lang, Lukas
attributes.titles[0].title: lukaslang/ofmc: Revised version
attributes.publisher: {"name":"Zenodo"}
attributes.publicationYear: 2019
|
Software
|
26
|
attributes.doi: 10.6084/m9.figshare.c.4762628.v1
attributes.creators[5].name: Arijit Nandi
attributes.creators[4].name: Champion, Howard
attributes.creators[3].name: Pier-Alexandre Tardif
attributes.creators[2].name: Carabali, Mabel
attributes.creators[1].name: Moore, Lynne
attributes.creators[0].name: Batomen, Brice
attributes.titles[0].title: Effectiveness of trauma centers verification: Protocol for a systematic review
attributes.publisher: {"name":"figshare"}
attributes.publicationYear: 2019
attributes.types.resourceType: Collection
|
Collection
|
5
|
attributes.doi: 10.5281/zenodo.3559798
attributes.creators[0].name: Wright Paul, S.
attributes.titles[0].title: Library of ROCOF Test Waveforms – Pseudo Code
attributes.publisher: {"name":"Zenodo"}
attributes.publicationYear: 2019
|
Software
|
26
|
attributes.doi: 10.25820/erh6-4y95
attributes.creators[1].name: Geng, Shiqi
attributes.creators[0].name: Zhang, Peng
attributes.titles[0].title: Spur vom fliessenden Schimmer
attributes.publisher: {"name":"University of Iowa"}
attributes.publicationYear: 2019
attributes.types.resourceType: Audio recording
|
Sound
|
27
|
attributes.doi: 10.25820/vc2t-w915
attributes.creators[1].name: Geng, Shiqi
attributes.creators[0].name: Zhang, Peng
attributes.titles[0].title: 3 Romantische stücke für Klavier II. Erinnerungen an Regennacht
attributes.publisher: {"name":"University of Iowa"}
attributes.publicationYear: 2019
attributes.types.resourceType: Audio recording
|
Sound
|
27
|
attributes.doi: 10.5281/zenodo.3560287
attributes.creators[5].name: Zingale, Michael
attributes.creators[4].name: Zhang, Weiqun
attributes.creators[3].name: Willcox, Donald
attributes.creators[2].name: Katz, Maximilian
attributes.creators[1].name: Friesen, Brian
attributes.creators[0].name: Team, The Castro Development
attributes.titles[0].title: AMReX-Astro/mini-Castro: mini-Castro 19.12
attributes.publisher: {"name":"Zenodo"}
attributes.publicationYear: 2019
|
Software
|
26
|
attributes.doi: 10.5281/zenodo.3560157
attributes.creators[0].name: Guénolé, Julien
attributes.titles[0].title: 2019-11-25_HandsOn_Fracture-FEM
attributes.publisher: {"name":"Zenodo"}
attributes.publicationYear: 2019
|
InteractiveResource
|
15
|
attributes.doi: 10.25820/aaph-mw94
attributes.creators[1].name: Wen, Ziyang
attributes.creators[0].name: Huang, Heqing
attributes.titles[0].title: Five Moments of Sertar
attributes.publisher: {"name":"University of Iowa"}
attributes.publicationYear: 2019
attributes.types.resourceType: Audio recording
|
Sound
|
27
|
Generic Resource Type Classification Dataset
This dataset contains training data for classifying academic resources into 32 generic resource types as defined by DataCite metadata standards. The dataset is designed for fine-tuning large language models to improve classification accuracy for the ~25 million works currently classified only with the generic type "Text" in DataCite metadata.
Dataset Description
The dataset is part of the COMET enrichment and curation workflow pilot project focused on improving generic resource type classification. It contains structured metadata descriptions of academic resources along with their corresponding resource type labels.
Dataset Structure
The dataset contains three columns:
- description: Text description of the resource containing structured metadata fields from DataCite records
- label: The generic resource type label (e.g., "JournalArticle", "Dataset", "Software")
- completion: Numeric representation of the resource type (0-31 mapping to the 32 categories)
Resource Type Categories
The dataset classifies resources into 32 categories:
- Audiovisual - Visual representations with motion (films, videos)
- Award - Funding, grants, scholarships, recognition
- Book - Bound collection of pages with text/images
- BookChapter - Division of a book
- Collection - Aggregation of multiple resources
- ComputationalNotebook - Virtual notebook for literate programming
- ConferencePaper - Paper intended for conference acceptance
- ConferenceProceeding - Collection of conference papers
- DataPaper - Publication describing specific datasets
- Dataset - Structured data files
- Dissertation - Academic thesis (especially PhD)
- Event - Time-based occurrences (webcasts, conventions)
- Image - Visual representations (photos, drawings)
- Instrument - Physical devices for data collection
- InteractiveResource - Resources requiring user interaction
- Journal - Scholarly periodical publication
- JournalArticle - Individual article within a journal
- Model - Abstract/mathematical representations
- OutputManagementPlan - Research output handling plans
- PeerReview - Evaluation by field experts
- PhysicalObject - Physical specimens or artifacts
- Preprint - Pre-peer-review scholarly papers
- Project - Planned collaborative endeavors
- Report - Organized information documents
- Service - Organized systems for end users
- Software - Computer programs and applications
- Sound - Audio recordings
- Standard - Established reference models
- StudyRegistration - Research plan descriptions
- Text - General textual resources
- Workflow - Structured process sequences
- Other - Resources not fitting other categories
Data Source and Processing
The training data is created by:
- Sampling from DataCite metadata records
- Filtering to exclude generic "Text" and "Other" categories for training
- Balancing samples across categories (up to 10,000 examples per category)
- Formatting metadata into structured text descriptions
Intended Use
This dataset is designed for:
- Fine-tuning language models for resource type classification
- Training models to distinguish between similar resource types (e.g., Software vs Dataset)
- Improving automated metadata curation for academic repositories
- Supporting the COMET project's enrichment workflows
Model Training
The dataset is used with:
- Models: Qwen2.5-7B-Instruct and similar instruction-tuned LLMs
- Training: LoRA fine-tuning with completion-only loss
- Evaluation: Accuracy metrics and confusion matrices
- Inference: Zero-temperature sampling with probability tracking
Limitations
- Limited to resources with existing DataCite metadata
- Class imbalance despite sampling efforts (because certain classes are under-represented in the base distribution)
- Mostly English-language academic resources
Citation
If you use this dataset, please cite the COMET project and DataCite metadata standards.
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