cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15315532
title: Data for: Transferable Learning of Reaction Pathways from Geometric Priors

description: This is the reaction path dataset for the article "Transferable Learning of Reaction Pathways from Geometric Priors".



Preprint: https://arxiv.org/abs/2504.15370

Code: https://github.com/learningmatter-mit/mepin
DOI: 10.5281/zenodo.15315533
title: Data for: Transferable Learning of Reaction Pathways from Geometric Priors

description: This is the reaction path dataset for the article "Transferable Learning of Reaction Pathways from Geometric Priors".



Preprint: https://arxiv.org/abs/2504.15370

Code: https://github.com/learningmatter-mit/mepin
DOI: 10.15468/dl.4qyvup
title: Occurrence Download

description: A dataset containing 633 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Caradrina kadenii Freyer, 1836"
 ]
}

 The dataset includes 633 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009746-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qbfgxy
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Suaeda glauca (Bunge) Bunge",
 "Year 2000-2025"
 ]
}

 The dataset includes 34 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009747-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c4q9jg
title: Occurrence Download

description: A dataset containing 1256 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Sphaerophoria taeniata (Meigen, 1822)"
 ]
}

 The dataset includes 1256 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009748-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gey4pk
title: Occurrence Download

description: A dataset containing 510439546 species occurrences available in GBIF matching the query:
(Query is too complex. Can be viewed on the landing page)

 The dataset includes 510439546 records from 15729 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009710-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9wkqqf
title: Occurrence Download

description: A dataset containing 691 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ophelimus maskelli"
 ]
}

 The dataset includes 691 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012919-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.arspc8
title: Occurrence Download

description: A dataset containing 214 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Scaphopoda)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-30 60,0 60,0 90,-30 90,-30 60))"
 ]
}

 The dataset includes 214 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012920-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28824062.v2
title: Phylogeography of an endemic species Mongoloniscus sinensis (Isopoda: Oniscidea) and diversification dynamics across northern China

description: The three mitochondrial markers sequence data from 305 samples which covered well the distribution range of Mongoloniscus sinensis.
DOI: 10.25549/maston-c31-257
title: Creative Arts Building, Cal State, San Bernardino, ca.1977, design documents

description: Design documents (photographs, site plans, floor plans, elevations, sections, models) relating to the Creative Arts Building (i.e., Performing Arts Center), near 5500 State College Parkway, California State College, San Bernardino, California, ca.1977. Designed by Carl Maston.
DOI: 10.25549/maston-c31-262
title: Creative Arts Building, Cal State, San Bernardino, ca.1977, design documents

description: Design documents (photographs, site plans, floor plans, elevations, sections, models) relating to the Creative Arts Building (i.e., Performing Arts Center), near 5500 State College Parkway, California State College, San Bernardino, California, ca.1977. Designed by Carl Maston.
DOI: 10.25549/maston-c31-265
title: Creative Arts Building, Cal State, San Bernardino, ca.1977, design documents

description: Design documents (photographs, site plans, floor plans, elevations, sections, models) relating to the Creative Arts Building (i.e., Performing Arts Center), near 5500 State College Parkway, California State College, San Bernardino, California, ca.1977. Designed by Carl Maston.
DOI: 10.25549/maston-c31-268
title: Creative Arts Building, Cal State, San Bernardino, ca.1977, design documents

description: Design documents (photographs, site plans, floor plans, elevations, sections, models) relating to the Creative Arts Building (i.e., Performing Arts Center), near 5500 State College Parkway, California State College, San Bernardino, California, ca.1977. Designed by Carl Maston.
DOI: 10.25549/maston-c31-482
title: Arleta DMV, Los Angeles, ca.1982

description: Photographs (9 prints and 20 slides) of the Arleta Department of Motor Vehicles (DMV), 14400 Van Nuys Boulevard, Los Angeles, California, ca.1982. Designed by Carl Maston.
DOI: 10.25549/maston-c31-487
title: Arleta DMV, Los Angeles, ca.1982

description: Photographs (9 prints and 20 slides) of the Arleta Department of Motor Vehicles (DMV), 14400 Van Nuys Boulevard, Los Angeles, California, ca.1982. Designed by Carl Maston.
DOI: 10.25549/maston-c31-491
title: Arleta DMV, Los Angeles, ca.1982

description: Photographs (9 prints and 20 slides) of the Arleta Department of Motor Vehicles (DMV), 14400 Van Nuys Boulevard, Los Angeles, California, ca.1982. Designed by Carl Maston.
DOI: 10.25549/maston-c31-495
title: Arleta DMV, Los Angeles, ca.1982

description: Photographs (9 prints and 20 slides) of the Arleta Department of Motor Vehicles (DMV), 14400 Van Nuys Boulevard, Los Angeles, California, ca.1982. Designed by Carl Maston.
DOI: 10.25549/maston-c31-442
title: Dunham residence, Pasadena, ca.1956

description: Documents (photographs, renderings, exterior elevations, floor plans, sectional elevations, site plans, applications, architectural records, articles, correspondence) relating to the residence of R. David Dunham, 495 Madeline Drive, Pasadena, California, ca.1956. Designed by Carl Maston.
DOI: 10.25549/maston-c31-730
title: Goldwater Garden Apartments, El Segundo Blvd., Gardena, 1964-1965, correspondence (L'Architecture d'Aujourd'hui), article

description: Correspondence (1965-1966) with L'Architecture d'Aujourd'hui regarding the Goldwater Garden Apartments, 2312 El Segundo Boulevard, Gardena, California. Designed by Carl Maston and Edward Niles. Includes enclosures and an article.
DOI: 10.25549/maston-c31-741
title: Goldwater Garden Apartments, El Segundo Blvd., Gardena, ca.1964, documents, model

description: Documents relating to design of the Goldwater Garden Apartments, 2312 El Segundo Boulevard, Gardena, California, ca.1964. Designed by Carl Maston and Edward Niles. Includes photograph of a scale model.
DOI: 10.25549/maston-c31-743
title: Goldwater Garden Apartments, El Segundo Blvd., Gardena, ca.1964, photographs

description: Photographs (b&w) of the Goldwater Garden Apartments, 2312 El Segundo Boulevard, Gardena, California, ca.1964. Designed by Carl Maston and Edward Niles.
DOI: 10.25549/maston-c31-745
title: Goldwater Garden Apartments, El Segundo Blvd., Gardena, ca.1964, photographs

description: Photographs (b&w) of the Goldwater Garden Apartments, 2312 El Segundo Boulevard, Gardena, California, ca.1964. Designed by Carl Maston and Edward Niles.
DOI: 10.25549/maston-c31-760
title: Hahn's hideaway, Idaho, ca.1960s, photographs

description: Photographs of Hahn's hideaway, a cabin on a lake in Idaho, ca.1960s. Designed by Carl Maston.
DOI: 10.25549/maston-c31-360
title: Creative Arts Building, Cal State, San Bernardino, ca.1975-1982, design awards documents

description: Documents (announcement, instructions, applications, prospectus, photographs) relating to the design awards program and the Creative Arts Building (i.e., Performing Arts Center), near 5500 State College Parkway, California State College, San Bernardino, California, ca.1975-1982. Designed by Carl Maston.
DOI: 10.25549/maston-c31-361
title: Creative Arts Building, Cal State, San Bernardino, ca.1975-1982, design awards documents

description: Documents (announcement, instructions, applications, prospectus, photographs) relating to the design awards program and the Creative Arts Building (i.e., Performing Arts Center), near 5500 State College Parkway, California State College, San Bernardino, California, ca.1975-1982. Designed by Carl Maston.
DOI: 10.25549/maston-c31-364
title: Chiat residence, South Pasadena, ca.1968-1970, design awards documents

description: Design awards documents (announcement, applications, correspondence) relating to the residence of Mr. and Mrs. Jay Chiat, 612 Camino Verde, South Pasadena, California, ca.1968-1970. Designed by Carl Maston.
DOI: 10.25549/maston-c31-368
title: Chiat residence, South Pasadena, ca.1968-1970, design awards documents

description: Design awards documents (announcement, applications, correspondence) relating to the residence of Mr. and Mrs. Jay Chiat, 612 Camino Verde, South Pasadena, California, ca.1968-1970. Designed by Carl Maston.
DOI: 10.5281/zenodo.17401491
title: Source data for manuscript: Zero-shot data citation function classification using transformer-based large language models (LLM)

description: This repository contains the supplementary data files for the manuscript "Zero-shot data citation function classification using transformer-based large language models (LLM)" by Byers, et al. (currently in submission).

File information:



prompt_endpoint_static_XXX - contains metadata information for cited accession numbers (key_metadata.zip)

XXX_pairs.csv - contains article>accession pairs for PubMed Central articles citing listed accession numbers (key_pairs.zip)

XXX_labels.json - contains structured, manually-determined labels describing data use in listed articles (labels.zip)

PMCXXX.txt - contains the full text of a PubMed Central articles as processed by the Data Citation Explorer. All included articles are reproduced in consideration of stated licenses and restrictions. See reference list below. (papers.zip)

eval1_init_0temp_meta_full_l405.csv - Evaluation file for the 'initial' article set (Llama 3.1-405B) (results.zip)

eval1_val_0temp_meta_full_l405.csv - Evaluation file for the 'evaluation' article set (Llama 3.1-405B) (results.zip)

eval1_val_0temp_meta_full_COpus41.csv - Evaluation file for the 'evaluation' article set (Claude Opus 4.1) (results.zip)

XXX_RESULTS.json - All machine generated results for a given batch (results.zip)

XXX_PARAMS.json - All individual chat messages and accompanying parameters for a given batch (results.zip)

XXX_MESSAGE.json - Final chat message exchanges for a given batch (results.zip)
DOI: 10.5281/zenodo.17401492
title: Source data for manuscript: Zero-shot data citation function classification using transformer-based large language models (LLM)

description: This repository contains the supplementary data files for the manuscript "Zero-shot data citation function classification using transformer-based large language models (LLM)" by Byers, et al. (currently in submission).

File information:



prompt_endpoint_static_XXX - contains metadata information for cited accession numbers (key_metadata.zip)

XXX_pairs.csv - contains article>accession pairs for PubMed Central articles citing listed accession numbers (key_pairs.zip)

XXX_labels.json - contains structured, manually-determined labels describing data use in listed articles (labels.zip)

PMCXXX.txt - contains the full text of a PubMed Central articles as processed by the Data Citation Explorer. All included articles are reproduced in consideration of stated licenses and restrictions. See reference list below. (papers.zip)

eval1_init_0temp_meta_full_l405.csv - Evaluation file for the 'initial' article set (Llama 3.1-405B) (results.zip)

eval1_val_0temp_meta_full_l405.csv - Evaluation file for the 'evaluation' article set (Llama 3.1-405B) (results.zip)

eval1_val_0temp_meta_full_COpus41.csv - Evaluation file for the 'evaluation' article set (Claude Opus 4.1) (results.zip)

XXX_RESULTS.json - All machine generated results for a given batch (results.zip)

XXX_PARAMS.json - All individual chat messages and accompanying parameters for a given batch (results.zip)

XXX_MESSAGE.json - Final chat message exchanges for a given batch (results.zip)
DOI: 10.25549/maston-c31-370
title: Chiat residence, South Pasadena, ca.1968-1970, design awards documents

description: Design awards documents (announcement, applications, correspondence) relating to the residence of Mr. and Mrs. Jay Chiat, 612 Camino Verde, South Pasadena, California, ca.1968-1970. Designed by Carl Maston.
DOI: 10.25549/maston-c31-376
title: Chiat residence, South Pasadena, ca.1968-1970, design awards documents

description: Design awards documents (announcement, applications, correspondence) relating to the residence of Mr. and Mrs. Jay Chiat, 612 Camino Verde, South Pasadena, California, ca.1968-1970. Designed by Carl Maston.
DOI: 10.25549/maston-c31-387
title: Chiat residence, South Pasadena, ca.1968, documents

description: Design documents (site plans, floor plans, photographs) for the residence of Mr. and Mrs. Jay Chiat, 612 Camino Verde, South Pasadena, California, ca.1968. Designed by Carl Maston.
DOI: 10.25549/maston-c31-404
title: Chiat residence, South Pasadena, ca.1968, documents

description: Design documents (site plans, floor plans, photographs) for the residence of Mr. and Mrs. Jay Chiat, 612 Camino Verde, South Pasadena, California, ca.1968. Designed by Carl Maston.
DOI: 10.5281/zenodo.15213497
title: Drivers of prognosis and clinical trajectories differ between COVID and non-COVID acute hypoxic respiratory failure

description: This submission contains de-identified data and R code needed to reproduce our analysis.
DOI: 10.5281/zenodo.17535227
title: Drivers of prognosis and clinical trajectories differ between COVID and non-COVID acute hypoxic respiratory failure

description: This submission contains de-identified data and R code needed to reproduce our analysis.
DOI: 10.25549/maston-c31-225
title: Comerford residence, Malibu, ca.1973-1975, documents

description: Documents (photographs, invoices, site plans, floor plans, sections, awards documents) relating to the residence of Mary & Neville Comerford, 6153 Bonsall Drive, Malibu, California, ca.1973-1975. Designed by Carl Maston.
DOI: 10.25549/maston-c31-228
title: Comerford residence, Malibu, ca.1973-1975, documents

description: Documents (photographs, invoices, site plans, floor plans, sections, awards documents) relating to the residence of Mary & Neville Comerford, 6153 Bonsall Drive, Malibu, California, ca.1973-1975. Designed by Carl Maston.
DOI: 10.25549/maston-c31-201
title: School of Environmental Design, Cal Poly, Pomona, 1967-1976, documents

description: Architectural records, correspondence, application forms, awards, prospectuses, instructions, checklists, site plans, blueprints, sectional elevations and photographs of the School of Environmental Design, California State Polytechnic University, Kellogg-Voorhis Pomona Campus, across the street from 45 South University Drive, Pomona, California, 1967-1976. Designed by Carl Maston.
DOI: 10.25549/maston-c31-210
title: School of Environmental Design, Cal Poly, Pomona, 1967-1976, documents

description: Architectural records, correspondence, application forms, awards, prospectuses, instructions, checklists, site plans, blueprints, sectional elevations and photographs of the School of Environmental Design, California State Polytechnic University, Kellogg-Voorhis Pomona Campus, across the street from 45 South University Drive, Pomona, California, 1967-1976. Designed by Carl Maston.
DOI: 10.25549/maston-c31-222
title: School of Environmental Design, Cal Poly, Pomona, 1967-1976, documents

description: Architectural records, correspondence, application forms, awards, prospectuses, instructions, checklists, site plans, blueprints, sectional elevations and photographs of the School of Environmental Design, California State Polytechnic University, Kellogg-Voorhis Pomona Campus, across the street from 45 South University Drive, Pomona, California, 1967-1976. Designed by Carl Maston.
DOI: 10.25549/maston-c31-288
title: School of Environmental Design, Cal Poly, Pomona, ca.1970, documents

description: Architectural records, artist's renderings, floor plans, blueprints, sectional elevations, exterior elevations, architectural models and photographs of the School of Environmental Design, California State Polytechnic University (completed 1970), Kellogg-Voorhis Pomona Campus, across the street from 45 South University Drive, Pomona, California, ca.1970. Designed by Carl Maston.
DOI: 10.25549/maston-c31-292
title: School of Environmental Design, Cal Poly, Pomona, ca.1970, documents

description: Architectural records, artist's renderings, floor plans, blueprints, sectional elevations, exterior elevations, architectural models and photographs of the School of Environmental Design, California State Polytechnic University (completed 1970), Kellogg-Voorhis Pomona Campus, across the street from 45 South University Drive, Pomona, California, ca.1970. Designed by Carl Maston.
DOI: 10.15468/dl.es7knm
title: Occurrence Download

description: A dataset containing 37140 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Fossil",
 "Country is Mexico",
 "Geometry POLYGON((-117.53094 33.37554,-119.30181 29.5159,-107.49601 16.32605,-93.52581 11.36054,-87.22939 16.51478,-86.44233 23.71449,-92.98714 20.61472,-95.49345 25.85796,-103.16722 32.8812,-117.53094 33.37554))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 37140 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018210-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/maston-c31-231
title: Comerford residence, Malibu, ca.1973-1975, documents

description: Documents (photographs, invoices, site plans, floor plans, sections, awards documents) relating to the residence of Mary & Neville Comerford, 6153 Bonsall Drive, Malibu, California, ca.1973-1975. Designed by Carl Maston.
DOI: 10.25549/maston-c31-413
title: Deleco Corp. office & plant addition, Chatsworth, ca.1964

description: Model (14 images) and site plan of Deleco Corporation office & plant addition, Winnetka Ave, Chatsworth, ca.1964. Designed by Carl Maston.
DOI: 10.25549/maston-c31-415
title: Deleco Corp. office & plant addition, Chatsworth, ca.1964

description: Model (14 images) and site plan of Deleco Corporation office & plant addition, Winnetka Ave, Chatsworth, ca.1964. Designed by Carl Maston.
DOI: 10.25549/maston-c31-418
title: Deleco Corp. office & plant addition, Chatsworth, ca.1964

description: Model (14 images) and site plan of Deleco Corporation office & plant addition, Winnetka Ave, Chatsworth, ca.1964. Designed by Carl Maston.
DOI: 10.25549/maston-c31-419
title: Deleco Corp. office & plant addition, Chatsworth, ca.1964

description: Model (14 images) and site plan of Deleco Corporation office & plant addition, Winnetka Ave, Chatsworth, ca.1964. Designed by Carl Maston.
DOI: 10.25549/maston-c31-414
title: Deleco Corp. office & plant addition, Chatsworth, ca.1964

description: Model (14 images) and site plan of Deleco Corporation office & plant addition, Winnetka Ave, Chatsworth, ca.1964. Designed by Carl Maston.
DOI: 10.25549/maston-c31-417
title: Deleco Corp. office & plant addition, Chatsworth, ca.1964

description: Model (14 images) and site plan of Deleco Corporation office & plant addition, Winnetka Ave, Chatsworth, ca.1964. Designed by Carl Maston.
DOI: 10.25549/maston-c31-421
title: Deleco Corp. office & plant addition, Chatsworth, ca.1964

description: Model (14 images) and site plan of Deleco Corporation office & plant addition, Winnetka Ave, Chatsworth, ca.1964. Designed by Carl Maston.
DOI: 10.25549/maston-c31-468
title: Doble residence, Los Angeles, [s.d.], photographs

description: Photographs of the Doble residence, Los Angeles, California, [s.d.]. Designed by Carl Maston.
DOI: 10.25549/maston-c31-476
title: Arleta DMV, Los Angeles, ca.1982

description: Photographs (9 prints and 20 slides) of the Arleta Department of Motor Vehicles (DMV), 14400 Van Nuys Boulevard, Los Angeles, California, ca.1982. Designed by Carl Maston.
DOI: 10.25549/maston-c31-398
title: Chiat residence, South Pasadena, ca.1968, documents

description: Design documents (site plans, floor plans, photographs) for the residence of Mr. and Mrs. Jay Chiat, 612 Camino Verde, South Pasadena, California, ca.1968. Designed by Carl Maston.
DOI: 10.25549/maston-c31-402
title: Chiat residence, South Pasadena, ca.1968, documents

description: Design documents (site plans, floor plans, photographs) for the residence of Mr. and Mrs. Jay Chiat, 612 Camino Verde, South Pasadena, California, ca.1968. Designed by Carl Maston.
DOI: 10.25549/maston-c31-226
title: Comerford residence, Malibu, ca.1973-1975, documents

description: Documents (photographs, invoices, site plans, floor plans, sections, awards documents) relating to the residence of Mary & Neville Comerford, 6153 Bonsall Drive, Malibu, California, ca.1973-1975. Designed by Carl Maston.
DOI: 10.25549/maston-c31-227
title: Comerford residence, Malibu, ca.1973-1975, documents

description: Documents (photographs, invoices, site plans, floor plans, sections, awards documents) relating to the residence of Mary & Neville Comerford, 6153 Bonsall Drive, Malibu, California, ca.1973-1975. Designed by Carl Maston.
DOI: 10.25549/maston-c31-230
title: Comerford residence, Malibu, ca.1973-1975, documents

description: Documents (photographs, invoices, site plans, floor plans, sections, awards documents) relating to the residence of Mary & Neville Comerford, 6153 Bonsall Drive, Malibu, California, ca.1973-1975. Designed by Carl Maston.
DOI: 10.25549/maston-c31-426
title: Deleco Corp. office & plant addition, Chatsworth, ca.1964

description: Model (14 images) and site plan of Deleco Corporation office & plant addition, Winnetka Ave, Chatsworth, ca.1964. Designed by Carl Maston.
DOI: 10.25549/maston-c31-474
title: Arleta DMV, Los Angeles, ca.1982

description: Photographs (9 prints and 20 slides) of the Arleta Department of Motor Vehicles (DMV), 14400 Van Nuys Boulevard, Los Angeles, California, ca.1982. Designed by Carl Maston.