cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/independent-c69-20526
title: Boston, memo, 1991-05-30, to Epstein, re internal recruits

description: Irell & Manella (Derrick O. Boston and Louise LaMothe), 1800 Avenue of the Stars, Los Angeles, California, USA, memorandum (sent by telefacsimile), 1991 May 30, to Mark M. Epstein, re interviews for internal recruits. PART OF A SERIES: The circumstances surrounding the beating of Rodney King led many to believe that the incident was racially motivated and reflected a spirit of bias and discrimination within the LAPD. Irell & Manella analyzed in depth the LAPD's recruitment, hiring, training, and promotion practices to determine if bias and intolerance were in fact pervasive issues within the Department. The series includes materials related to Irell and Manella's work product, including the firm’s correspondence; summaries of personnel files for potential recruits; records of the Leon Panduro case, in which a citizen was shot by a probationary officer; minutes from the LAPD Professional Advisory Committee maintained between 1983 and 1991; witness files, which consist of written testimony and supplemental materials; and notes, outlines, and drafts maintained over the course of Irell and Manella’s investigation.
DOI: 10.15468/dl.q4t0uh
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eustomias simplex Regan & Trewavas, 1930",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 71 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001978-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-20146
title: Witness file: Adams, Dr. Reed (3 of 3), 1972 - 1989 June 19

description: Witness file: Adams, Dr. Reed (3 of 3), 1972 - 1989 June 19. PART OF A SERIES: The circumstances surrounding the beating of Rodney King led many to believe that the incident was racially motivated and reflected a spirit of bias and discrimination within the LAPD. Irell & Manella analyzed in depth the LAPD's recruitment, hiring, training, and promotion practices to determine if bias and intolerance were in fact pervasive issues within the Department. The series includes materials related to Irell and Manella's work product, including the firm’s correspondence; summaries of personnel files for potential recruits; records of the Leon Panduro case, in which a citizen was shot by a probationary officer; minutes from the LAPD Professional Advisory Committee maintained between 1983 and 1991; witness files, which consist of written testimony and supplemental materials; and notes, outlines, and drafts maintained over the course of Irell and Manella’s investigation.
DOI: 10.15468/dl.x9dxg6
title: Occurrence Download

description: A dataset containing 121 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anolis unilobatus Köhler & Vesely, 2010"
 ]
}

 The dataset includes 121 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001978-160803222355964/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-19646
title: Press releases, Mayor Bradley, 1991-04-01

description: . PART OF A SERIES: Materials in the series fall into one of several categories related to the Independent Commission's work product: (1) Commission meeting materials, which include meeting agendas, work plans, memoranda, and articles about police misconduct that were circulated and reviewed during the Commission's internal meetings; (2) public correspondence, which includes citizen complaints against the LAPD in the form of written testimony, articles, and an audio cassette tape, as well as letters drafted by citizens in support of the LAPD; (3) summaries of interviews held with LAPD officers regarding Departmental procedures and relations; (4) public meeting materials, which include transcripts, supplementary documents, and witness statements that were reviewed at the Commission's public meetings; (5) press releases related to the formation and work product of the Commission; and (6) miscellaneous materials reviewed by the Commission during its study, including LAPD personnel and training manuals, a memorandum of understanding, and messages from the LAPD's Mobile Digital Terminal (MDT) system.
DOI: 10.25549/independent-c69-19653
title: Press releases, Mayor Bradley, 1991-04-01

description: . PART OF A SERIES: Materials in the series fall into one of several categories related to the Independent Commission's work product: (1) Commission meeting materials, which include meeting agendas, work plans, memoranda, and articles about police misconduct that were circulated and reviewed during the Commission's internal meetings; (2) public correspondence, which includes citizen complaints against the LAPD in the form of written testimony, articles, and an audio cassette tape, as well as letters drafted by citizens in support of the LAPD; (3) summaries of interviews held with LAPD officers regarding Departmental procedures and relations; (4) public meeting materials, which include transcripts, supplementary documents, and witness statements that were reviewed at the Commission's public meetings; (5) press releases related to the formation and work product of the Commission; and (6) miscellaneous materials reviewed by the Commission during its study, including LAPD personnel and training manuals, a memorandum of understanding, and messages from the LAPD's Mobile Digital Terminal (MDT) system.
DOI: 10.25549/independent-c69-21074
title: Derrick Boston work product, [1991]

description: Derrick Boston work product, [1991]. PART OF A SERIES: The circumstances surrounding the beating of Rodney King led many to believe that the incident was racially motivated and reflected a spirit of bias and discrimination within the LAPD. Irell & Manella analyzed in depth the LAPD's recruitment, hiring, training, and promotion practices to determine if bias and intolerance were in fact pervasive issues within the Department. The series includes materials related to Irell and Manella's work product, including the firm’s correspondence; summaries of personnel files for potential recruits; records of the Leon Panduro case, in which a citizen was shot by a probationary officer; minutes from the LAPD Professional Advisory Committee maintained between 1983 and 1991; witness files, which consist of written testimony and supplemental materials; and notes, outlines, and drafts maintained over the course of Irell and Manella’s investigation.
DOI: 10.25549/independent-c69-21078
title: Derrick Boston work product, [1991]

description: Derrick Boston work product, [1991]. PART OF A SERIES: The circumstances surrounding the beating of Rodney King led many to believe that the incident was racially motivated and reflected a spirit of bias and discrimination within the LAPD. Irell & Manella analyzed in depth the LAPD's recruitment, hiring, training, and promotion practices to determine if bias and intolerance were in fact pervasive issues within the Department. The series includes materials related to Irell and Manella's work product, including the firm’s correspondence; summaries of personnel files for potential recruits; records of the Leon Panduro case, in which a citizen was shot by a probationary officer; minutes from the LAPD Professional Advisory Committee maintained between 1983 and 1991; witness files, which consist of written testimony and supplemental materials; and notes, outlines, and drafts maintained over the course of Irell and Manella’s investigation.
DOI: 10.25549/independent-c69-22412
title: Excerpt from a book on the history of the LAPD, [after 1982]

description: Excerpt (pp. 36-103) from an unidentified book on the history of the LAPD, [after 1982]. Category 2, 1975 September 16 - 1991 May 24: Exhibit E - The Vigilante Era - historical piece on the roots of the LAPD. PART OF A SERIES: Jones, Day, Reavis & Pogue investigated how LAPD administrators respond to personnel complaints and allegations of misconduct. Materials in the series were collected and analyzed by the firm for this purpose, and include summaries of witness interviews; article clippings discussing instances of alleged police misconduct; source materials related to the LAPD’s use-of-force policies; a transcript of a court case involving officer misconduct; summaries of personnel complaint statistics; and excerpts taken from the personnel files of officers with multiple complaints and misconduct charges. Also included is correspondence sent and received by the firm over the course of its investigation.
DOI: 10.25549/independent-c69-22417
title: Excerpt from a book on the history of the LAPD, [after 1982]

description: Excerpt (pp. 36-103) from an unidentified book on the history of the LAPD, [after 1982]. Category 2, 1975 September 16 - 1991 May 24: Exhibit E - The Vigilante Era - historical piece on the roots of the LAPD. PART OF A SERIES: Jones, Day, Reavis & Pogue investigated how LAPD administrators respond to personnel complaints and allegations of misconduct. Materials in the series were collected and analyzed by the firm for this purpose, and include summaries of witness interviews; article clippings discussing instances of alleged police misconduct; source materials related to the LAPD’s use-of-force policies; a transcript of a court case involving officer misconduct; summaries of personnel complaint statistics; and excerpts taken from the personnel files of officers with multiple complaints and misconduct charges. Also included is correspondence sent and received by the firm over the course of its investigation.
DOI: 10.25549/independent-c69-22406
title: Excerpt from a book on the history of the LAPD, [after 1982]

description: Excerpt (pp. 36-103) from an unidentified book on the history of the LAPD, [after 1982]. Category 2, 1975 September 16 - 1991 May 24: Exhibit E - The Vigilante Era - historical piece on the roots of the LAPD. PART OF A SERIES: Jones, Day, Reavis & Pogue investigated how LAPD administrators respond to personnel complaints and allegations of misconduct. Materials in the series were collected and analyzed by the firm for this purpose, and include summaries of witness interviews; article clippings discussing instances of alleged police misconduct; source materials related to the LAPD’s use-of-force policies; a transcript of a court case involving officer misconduct; summaries of personnel complaint statistics; and excerpts taken from the personnel files of officers with multiple complaints and misconduct charges. Also included is correspondence sent and received by the firm over the course of its investigation.
DOI: 10.25549/independent-c69-22420
title: Excerpt from a book on the history of the LAPD, [after 1982]

description: Excerpt (pp. 36-103) from an unidentified book on the history of the LAPD, [after 1982]. Category 2, 1975 September 16 - 1991 May 24: Exhibit E - The Vigilante Era - historical piece on the roots of the LAPD. PART OF A SERIES: Jones, Day, Reavis & Pogue investigated how LAPD administrators respond to personnel complaints and allegations of misconduct. Materials in the series were collected and analyzed by the firm for this purpose, and include summaries of witness interviews; article clippings discussing instances of alleged police misconduct; source materials related to the LAPD’s use-of-force policies; a transcript of a court case involving officer misconduct; summaries of personnel complaint statistics; and excerpts taken from the personnel files of officers with multiple complaints and misconduct charges. Also included is correspondence sent and received by the firm over the course of its investigation.
DOI: 10.25549/independent-c69-22429
title: Excerpt from a book on the history of the LAPD, [after 1982]

description: Excerpt (pp. 36-103) from an unidentified book on the history of the LAPD, [after 1982]. Category 2, 1975 September 16 - 1991 May 24: Exhibit E - The Vigilante Era - historical piece on the roots of the LAPD. PART OF A SERIES: Jones, Day, Reavis & Pogue investigated how LAPD administrators respond to personnel complaints and allegations of misconduct. Materials in the series were collected and analyzed by the firm for this purpose, and include summaries of witness interviews; article clippings discussing instances of alleged police misconduct; source materials related to the LAPD’s use-of-force policies; a transcript of a court case involving officer misconduct; summaries of personnel complaint statistics; and excerpts taken from the personnel files of officers with multiple complaints and misconduct charges. Also included is correspondence sent and received by the firm over the course of its investigation.
DOI: 10.25549/independent-c69-22358
title: Interviews: LAPD working notes, 1991 Apr. 15 - May 8

description: Interviews: LAPD working notes, 1991 April 15 - May 8. Handwritten notes from interviews with LAPD officials. PART OF A SERIES: Jones, Day, Reavis & Pogue investigated how LAPD administrators respond to personnel complaints and allegations of misconduct. Materials in the series were collected and analyzed by the firm for this purpose, and include summaries of witness interviews; article clippings discussing instances of alleged police misconduct; source materials related to the LAPD’s use-of-force policies; a transcript of a court case involving officer misconduct; summaries of personnel complaint statistics; and excerpts taken from the personnel files of officers with multiple complaints and misconduct charges. Also included is correspondence sent and received by the firm over the course of its investigation.
DOI: 10.25549/independent-c69-22357
title: Interviews: LAPD working notes, 1991 Apr. 15 - May 8

description: Interviews: LAPD working notes, 1991 April 15 - May 8. Handwritten notes from interviews with LAPD officials. PART OF A SERIES: Jones, Day, Reavis & Pogue investigated how LAPD administrators respond to personnel complaints and allegations of misconduct. Materials in the series were collected and analyzed by the firm for this purpose, and include summaries of witness interviews; article clippings discussing instances of alleged police misconduct; source materials related to the LAPD’s use-of-force policies; a transcript of a court case involving officer misconduct; summaries of personnel complaint statistics; and excerpts taken from the personnel files of officers with multiple complaints and misconduct charges. Also included is correspondence sent and received by the firm over the course of its investigation.
DOI: 10.25549/independent-c69-20856
title: Witness file - Moore, Mark, 1988 Nov. - 1991 June 5

description: Witness file - Moore, Mark, 1988 November - 1991 June 5. PART OF A SERIES: The circumstances surrounding the beating of Rodney King led many to believe that the incident was racially motivated and reflected a spirit of bias and discrimination within the LAPD. Irell & Manella analyzed in depth the LAPD's recruitment, hiring, training, and promotion practices to determine if bias and intolerance were in fact pervasive issues within the Department. The series includes materials related to Irell and Manella's work product, including the firm’s correspondence; summaries of personnel files for potential recruits; records of the Leon Panduro case, in which a citizen was shot by a probationary officer; minutes from the LAPD Professional Advisory Committee maintained between 1983 and 1991; witness files, which consist of written testimony and supplemental materials; and notes, outlines, and drafts maintained over the course of Irell and Manella’s investigation.
DOI: 10.25549/independent-c69-21099
title: Correspondence, vol. 1 (2 of 2), 1979 - 1990 Aug.

description: Correspondence, vol. 1 (2 of 2), 1979 - 1990 August. PART OF A SERIES: Jones, Day, Reavis & Pogue investigated how LAPD administrators respond to personnel complaints and allegations of misconduct. Materials in the series were collected and analyzed by the firm for this purpose, and include summaries of witness interviews; article clippings discussing instances of alleged police misconduct; source materials related to the LAPD’s use-of-force policies; a transcript of a court case involving officer misconduct; summaries of personnel complaint statistics; and excerpts taken from the personnel files of officers with multiple complaints and misconduct charges. Also included is correspondence sent and received by the firm over the course of its investigation.
DOI: 10.15468/dl.ap6kv4
title: Occurrence Download

description: A dataset listing the 3989334 species recorded in GBIF matching the query:
{
 "OccurrenceStatus" : [
 "is Present"
 ]
}

 The dataset's 3989334 records were derived from 63033 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004169-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4d56ha
title: Occurrence Download

description: A dataset containing 3853 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Cardellina pusilla (A.Wilson, 1811)",
 "Year 2024-2025"
 ]
}

 The dataset includes 3853 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006040-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17290593
title: StagePilot Artifacts

description: This repository contains the training and simulation codes used in the development of StagePilot.

It includes the implementation of the following models:

Behavior Cloning (BC), Conservative Q-Learning (CQL), Implicit Q-Learning (IQL) with Advantage-Weighted Actor-Critic (AWAC), and Prompt Engineering.

To ensure ethical compliance, all specific prompting or implementation details related to the predator chatbot generation have been removed.

The repository also provides evaluation scripts for dialogue simulations.

The included dataset consists of the PJ dataset and augmented samples, limited to Stages 1 and 2 to prevent potential ethical risks associated with later-stage content.

Please contact the authors for access to the full dataset or additional restricted materials.
DOI: 10.5281/zenodo.17290594
title: StagePilot Artifacts

description: This repository contains the training and simulation codes used in the development of StagePilot.

It includes the implementation of the following models:

Behavior Cloning (BC), Conservative Q-Learning (CQL), Implicit Q-Learning (IQL) with Advantage-Weighted Actor-Critic (AWAC), and Prompt Engineering.

To ensure ethical compliance, all specific prompting or implementation details related to the predator chatbot generation have been removed.

The repository also provides evaluation scripts for dialogue simulations.

The included dataset consists of the PJ dataset and augmented samples, limited to Stages 1 and 2 to prevent potential ethical risks associated with later-stage content.

Please contact the authors for access to the full dataset or additional restricted materials.
DOI: 10.15468/dl.6e9xfq
title: Occurrence Download

description: A dataset containing 538 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Bosnia and Herzegovina",
 "Year is 2020",
 "InstitutionCode is iNaturalist"
 ]
}

 The dataset includes 538 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059657-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.buyzwz
title: Occurrence Download

description: A dataset containing 1660 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Plethodon neomexicanus)"
 ]
}

 The dataset includes 1660 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059654-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sepqsk
title: Occurrence Download

description: A dataset containing 1271 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Columbiformes)",
 "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((-180 60,-150 60,-150 90,-180 90,-180 60))"
 ]
}

 The dataset includes 1271 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059658-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dswrqw
title: Occurrence Download

description: A dataset containing 123 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "TaxonKey is Vachellia allenii"
 ]
}

 The dataset includes 123 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059662-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7zhjjs
title: Occurrence Download

description: A dataset containing 94 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-77.5664 34.35038,-74.83938 34.35038,-74.83938 40.92206,-77.5664 40.92206,-77.5664 34.35038))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Menippe mercenaria"
 ]
}

 The dataset includes 94 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059661-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cs2b8a
title: Occurrence Download

description: A dataset containing 154 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ligustrum expansum)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 154 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059659-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x7sdxj
title: Occurrence Download

description: A dataset containing 1342 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is United States of America",
 "OccurrenceStatus is Present",
 "VerbatimScientificName is Abies magnifica"
 ]
}

 The dataset includes 1342 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059663-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qzd6uf
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Remijia ulei"
 ]
}

 The dataset includes 39 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059664-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5286/isis.e.rb2590228-1
title: Room temperature structure of candidate antiferroelectric