cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/independent-ouc1870951
title: Requests for Commission reports [14], 1991-07-10/1991-07-18

description: Requests for Commission reports, 1991-07-10/1991-07-18. PART OF A SERIES: The series consists of miscellaneous source materials that were collected and analyzed over the course of the Independent Commission's investigation. Included are the following: article clippings pertaining to the Rodney King incident; legal materials related to the Gates v. Board of Los Angeles Police Commissioners case, including appellate documents, court transcripts, preliminary injunctions, and briefs; black-and-white photographs; essays and articles related to police misconduct; issues of The Thin Blue Line, the Los Angeles Police Protective League's monthly publication, and Perspectives on Policing, a newsletter published by the United States Department of Justice; materials regarding policing issues in other major United States cities, including commission reports and Pate and Hamilton's book The Big Six: Policing America's Largest Cities; supplemental materials and appendices to the Independent Commission's report; requests for copies of the Commission report; transcripts from public hearings conducted by members of the Commission; and instructional materials related to the Video Incident Capture System, a video camera system that provides video and audio records of police officers' activities while on patrol.
DOI: 10.25549/independent-c69-6041
title: Reports - Supplemental documents & appendices to the Report to the Independent Commission on the LAPD, 1991-07-04 (2 of 2)

description: Reports - Reed Adams. Supplemental documents and appendices to the Report to the Independent Commission on the Los Angeles Police Department, 1991 July 4. Folder 2 of 2. PART OF A SERIES: The series consists of miscellaneous source materials that were collected and analyzed over the course of the Independent Commission's investigation. Included are the following: article clippings pertaining to the Rodney King incident; legal materials related to the Gates v. Board of Los Angeles Police Commissioners case, including appellate documents, court transcripts, preliminary injunctions, and briefs; black-and-white photographs; essays and articles related to police misconduct; issues of The Thin Blue Line, the Los Angeles Police Protective League's monthly publication, and Perspectives on Policing, a newsletter published by the United States Department of Justice; materials regarding policing issues in other major United States cities, including commission reports and Pate and Hamilton's book The Big Six: Policing America's Largest Cities; supplemental materials and appendices to the Independent Commission's report; requests for copies of the Commission report; transcripts from public hearings conducted by members of the Commission; and instructional materials related to the Video Incident Capture System, a video camera system that provides video and audio records of police officers' activities while on patrol.
DOI: 10.25549/independent-c69-6021
title: Reports - Supplemental documents & appendices to the Report to the Independent Commission on the LAPD, 1991-07-04 (2 of 2)

description: Reports - Reed Adams. Supplemental documents and appendices to the Report to the Independent Commission on the Los Angeles Police Department, 1991 July 4. Folder 2 of 2. PART OF A SERIES: The series consists of miscellaneous source materials that were collected and analyzed over the course of the Independent Commission's investigation. Included are the following: article clippings pertaining to the Rodney King incident; legal materials related to the Gates v. Board of Los Angeles Police Commissioners case, including appellate documents, court transcripts, preliminary injunctions, and briefs; black-and-white photographs; essays and articles related to police misconduct; issues of The Thin Blue Line, the Los Angeles Police Protective League's monthly publication, and Perspectives on Policing, a newsletter published by the United States Department of Justice; materials regarding policing issues in other major United States cities, including commission reports and Pate and Hamilton's book The Big Six: Policing America's Largest Cities; supplemental materials and appendices to the Independent Commission's report; requests for copies of the Commission report; transcripts from public hearings conducted by members of the Commission; and instructional materials related to the Video Incident Capture System, a video camera system that provides video and audio records of police officers' activities while on patrol.
DOI: 10.25549/independent-c69-6076
title: Recommendations for the Independent Commission, 1987-1991

description: Recommendations for the Independent Commission, 1987-1991. PART OF A SERIES: The series consists of miscellaneous source materials that were collected and analyzed over the course of the Independent Commission's investigation. Included are the following: article clippings pertaining to the Rodney King incident; legal materials related to the Gates v. Board of Los Angeles Police Commissioners case, including appellate documents, court transcripts, preliminary injunctions, and briefs; black-and-white photographs; essays and articles related to police misconduct; issues of The Thin Blue Line, the Los Angeles Police Protective League's monthly publication, and Perspectives on Policing, a newsletter published by the United States Department of Justice; materials regarding policing issues in other major United States cities, including commission reports and Pate and Hamilton's book The Big Six: Policing America's Largest Cities; supplemental materials and appendices to the Independent Commission's report; requests for copies of the Commission report; transcripts from public hearings conducted by members of the Commission; and instructional materials related to the Video Incident Capture System, a video camera system that provides video and audio records of police officers' activities while on patrol.
DOI: 10.15468/dl.vzr74v
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "CoordinateUncertaintyInMeters 0.0-1509.0",
 "Country is Spain",
 "StateProvince is Extremadura",
 "TaxonKey is Herpestes ichneumon (Linnaeus, 1758)"
 ]
}

 The dataset includes 12 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010932-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rzmwke
title: Occurrence Download

description: A dataset containing 223 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cornus amomum subsp. obliqua (Raf.) J.S.Wilson",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Living Specimen"
 ]
 }
 ]
}

 The dataset includes 223 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002568-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ybmu6x
title: Occurrence Download

description: A dataset containing 1262 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Living Specimen)",
 "Geometry POLYGON((-76.58337 -36.78174,-81.70786 -56.66518,-60.79685 -57.50681,-64.66926 -16.95501,-76.28649 -16.21275,-76.58337 -36.78174))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Araucaria araucana (Molina) K.Koch"
 ]
}

 The dataset includes 1262 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056784-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-6085
title: Recommendations for the Independent Commission, 1987-1991

description: Recommendations for the Independent Commission, 1987-1991. PART OF A SERIES: The series consists of miscellaneous source materials that were collected and analyzed over the course of the Independent Commission's investigation. Included are the following: article clippings pertaining to the Rodney King incident; legal materials related to the Gates v. Board of Los Angeles Police Commissioners case, including appellate documents, court transcripts, preliminary injunctions, and briefs; black-and-white photographs; essays and articles related to police misconduct; issues of The Thin Blue Line, the Los Angeles Police Protective League's monthly publication, and Perspectives on Policing, a newsletter published by the United States Department of Justice; materials regarding policing issues in other major United States cities, including commission reports and Pate and Hamilton's book The Big Six: Policing America's Largest Cities; supplemental materials and appendices to the Independent Commission's report; requests for copies of the Commission report; transcripts from public hearings conducted by members of the Commission; and instructional materials related to the Video Incident Capture System, a video camera system that provides video and audio records of police officers' activities while on patrol.
DOI: 10.15468/dl.81g1py
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mixcoatlus barbouri (Dunn, 1919)"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002568-171002173027117/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cw5hfx
title: Occurrence Download

description: A dataset containing 3901 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cuscuta pentagona Engelm."
 ]
}

 The dataset includes 3901 records from 207 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002552-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18138465
title: Supplementary Data for SEWI under Cocoa Supply Constraints

description: This repository contains anonymized supplementary data and computational outputs supporting the manuscript “SEWI: Integrating Early Warning and Optimization under Cocoa Supply Constraints.” Product identifiers and sensitive business information have been masked. Access is restricted due to confidentiality considerations.
DOI: 10.5281/zenodo.18138466
title: Supplementary Data for SEWI under Cocoa Supply Constraints

description: This repository contains anonymized supplementary data and computational outputs supporting the manuscript “SEWI: Integrating Early Warning and Optimization under Cocoa Supply Constraints.” Product identifiers and sensitive business information have been masked. Access is restricted due to confidentiality considerations.
DOI: 10.5281/zenodo.18137757
title: Linguistic Stability and Journal-Level Heterogeneity in Full-Text Scientific Writing (2021-2025)

description: This record provides the Zenodo-safe dataset and documentation for the study “Linguistic Stability and Journal-Level Heterogeneity in Full-Text Scientific Writing (2021-2025)”. It includes (i) corpus metadata for 240 peer-reviewed full-text articles sampled from six dentistry-related journals (2021 vs 2025; 20 articles per journal per year) and (ii) a per-article results table containing the derived linguistic metrics used to generate all tables and figures in the manuscript. In addition, the repository includes the LLM-marker lexicon and the exact matching rules used to compute the primary outcome (LLM-associated marker density), along with a statistical output file and brief documentation.

Full-text articles are not redistributed due to copyright restrictions. The metadata includes article identifiers, where available, to facilitate independent access via the original publishers.

Files:





Corpus_Metadata_v1.0.xlsx - corpus metadata (journal, year, available identifiers)




Master_Results_v1.0.csv - per-article derived metrics (240 rows)




statistical_tests_v1.0.csv - summary statistics and tests reported in the manuscript




LLM_Marker_Lexicon_v1.0.txt - prespecified 15-token marker lexicon (primary outcome)




LLM_Marker_Matching_Rules_v1.0.txt - tokenization and exact-matching specification




README_v1.0.txt - brief file-level documentation



Contact: Hadar Better (bettermed@gmail.com)
DOI: 10.5281/zenodo.18137756
title: Linguistic Stability and Journal-Level Heterogeneity in Full-Text Scientific Writing (2021-2025)

description: This record provides the Zenodo-safe dataset and documentation for the study “Linguistic Stability and Journal-Level Heterogeneity in Full-Text Scientific Writing (2021-2025)”. It includes (i) corpus metadata for 240 peer-reviewed full-text articles sampled from six dentistry-related journals (2021 vs 2025; 20 articles per journal per year) and (ii) a per-article results table containing the derived linguistic metrics used to generate all tables and figures in the manuscript. In addition, the repository includes the LLM-marker lexicon and the exact matching rules used to compute the primary outcome (LLM-associated marker density), along with a statistical output file and brief documentation.

Full-text articles are not redistributed due to copyright restrictions. The metadata includes article identifiers, where available, to facilitate independent access via the original publishers.

Files:





Corpus_Metadata_v1.0.xlsx - corpus metadata (journal, year, available identifiers)




Master_Results_v1.0.csv - per-article derived metrics (240 rows)




statistical_tests_v1.0.csv - summary statistics and tests reported in the manuscript




LLM_Marker_Lexicon_v1.0.txt - prespecified 15-token marker lexicon (primary outcome)




LLM_Marker_Matching_Rules_v1.0.txt - tokenization and exact-matching specification




README_v1.0.txt - brief file-level documentation



Contact: Hadar Better (bettermed@gmail.com)
DOI: 10.15468/dl.akqw7f
title: Occurrence Download

description: A dataset containing 14736 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Observation, Occurrence evidence)",
 "CoordinateUncertaintyInMeters 0.0-999.0",
 "OccurrenceStatus is Present",
 "TaxonKey is Pelobates"
 ]
}

 The dataset includes 14736 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071689-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18138655
title: SARS-CoV-2 Infektionen in Deutschland

description: Im Datensatz "SARS-CoV-2 Infektionen in Deutschland" des Robert Koch-Instituts werden die Daten basierend auf Meldungen zu SARS-CoV-2 Infektionen nach dem Infektionsschutzgesetz (IfSG) bereitgestellt. Darin enthalten sind Informationen auf Landkreisebene zu bestätigten Infektionen, Todesfällen und Genesungen, differenziert nach Altersgruppen und Geschlecht. Diese Daten dienen als Grundlage für epidemiologische Bewertungen und gesundheitspolitische Maßnahmen.
DOI: 10.13140/rg.2.2.22035.13604
title: Structure and function of subalpine shrub ecosystems
DOI: 10.15468/dl.ruu3jy
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Natural History Museum (London) Collection Specimens",
 "TaxonKey is Paegniodes cupulatus"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071691-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh0213359.10fu
title: SH0213359.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0213360.10fu
title: SH0213360.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0213361.10fu
title: SH0213361.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0213362.10fu
title: SH0213362.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0213363.10fu
title: SH0213363.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0213364.10fu
title: SH0213364.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0213365.10fu
title: SH0213365.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.