cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/independent-ouc11399kpvg
title: Analyses requested by Skadden, Arps (1 of 2), 1991 May-July

description: Analyses requested by Skadden, Arps, Slate, Meagher & Flom (1 of 2), 1991 May 15 - July 10. PART OF A SERIES: To ascertain misconduct on the part of LAPD officers, the Independent Commission set out to probe databases maintained by the LAPD related to four areas: personnel complaints, use of force, officer-involved shootings (OIS), and the use of dogs (K-9). This task was delegated to the firm Freeman & Mills, which was responsible for obtaining these databases from the LAPD, converting pertinent data into useable formats, creating additional databases of additional information, and analyzing its findings. The series contains items related to Freeman & Mills' work product, including numerous analyses of use-of-force, OIS, and K-9 data; weekly complaint summary printouts; graphs, charts, tables, and other visual representations of this data; and computer directory lists that provide the names and locations of files within the LAPD's databases. At the end of the series is a draft copy of the Independent Commission's final report, which incorporates many of the aforementioned data and figures.1. Commission requests, Skadden, Arps [cover sheet]2. Analyses requested by Skadden, Arps3. Frequency of use of force reports by officers descent and by suspects descent, 1991-05-204. Frequency of reports per officer, 1991-05-155. Frequency of types of force reported per suspects of A, B, C, F, I, L, M, N, O, P, S, V descent, [1991]6. Use of force reports involving vehicle pursuit (6F), 1991-05-207. Use of force database by injury type and officer 1 descent, 1991-05-298. Use of force database by injury type and suspect descent, 1991-05-299. Use of force reports officers listed in database by sex, 1991-05-299. Use of force reports officers listed in database by sex, 1991-05-2910. Officer information per complaint database, 1991-06-0511. Percentile grouping by number of complaint, OIS, and UOF reports filed, 1991-06-0612. Frequency of officers per total number of OIS, UOF, and complaint reports filed, 1991-06-061991-06-0613. Frequency of officers per total number of excessive force or improper tactics complaint reports filed, 1991-06-0614. Statistics on UOF, excessive force, improper tactic, neglect of duty, discourtesy, 1991 June-July
DOI: 10.25549/independent-c69-8492
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-ouc11399kpvb
title: Independent Commission on the Los Angeles Police Department, 1991

description: The city of Los Angeles became the epicenter of a public relations scandal on March 3, 1991, when an amateur cameraman captured on video four uniformed LAPD officers beating motorist Rodney G. King. In addition to generating public outrage, the incident cast a dark shadow over the LAPD and called into question the integrity of the nation's third largest municipal police force. Subsequently, the ten member Independent Commission on the Los Angeles Police Department was formed to conduct a full and fair evaluation of all aspects of the LAPD's structure and operations related to the use of force when making arrests. Included in this collection are the documents that were collected and analyzed by the Commission over the course of its study.See also the finding aid (https://archives.usc.edu/repositories/3/resources/2251).See also The Los Angeles Riots: The Independent and Webster Commissions Collections (https://scalar.usc.edu/works/the-los-angeles-riots-christopher-and-webster-commissions-collections/index).Related collections in the USC Digital Library:? Los Angeles Webster Commission records (see also the finding aid: https://archives.usc.edu/repositories/3/resources/2266)? Richard M. Mosk Christopher Commission records, 1988-2011 (see also the finding aid: https://archives.usc.edu/repositories/3/resources/393)? Kendall O. Price Los Angeles riots records, 1965-1967 (see also the finding aid: https://archives.usc.edu/repositories/3/resources/979)? Watts riots records, 1965 (see also the finding aid: https://archives.usc.edu/repositories/3/resources/83)Thanks to generous support from the National Endowment for the Humanities (https://www.neh.gov/), the USC Libraries are digitizing this collection for online public access.
DOI: 10.25549/independent-c69-8483
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: 10.5281/zenodo.17492993
title: NextTopDocker

description: NextTopDocker, a largest-scale, up-to-date (as of May 2025), and fully open-access data set of 19,239 PDB-derived protein-ligand complexes, split into 14,038 training and 5,201 test entries via a strict cold-ligand strategy, together with nine ligand-similarity-aware training subsets, provides a challenging, diverse, and reproducible foundation for evaluating pose generation and docking performance.

On this benchmark dataset, our simple logistic regression models, LogReg (x%), trained on Smina and GNINA 1.3 scores from chemically dissimilar ligands and applied to Smina-generated poses, achieved docking power comparable to or exceeding that of the four SOTA end-to-end ML docking tools (DeepDock, Interformer, SurfDock, and Uni-Mol Docking v.2).
DOI: 10.5281/zenodo.17492994
title: NextTopDocker

description: NextTopDocker, a largest-scale, up-to-date (as of May 2025), and fully open-access data set of 19,239 PDB-derived protein-ligand complexes, split into 14,038 training and 5,201 test entries via a strict cold-ligand strategy, together with nine ligand-similarity-aware training subsets, provides a challenging, diverse, and reproducible foundation for evaluating pose generation and docking performance.

On this benchmark dataset, our simple logistic regression models, LogReg (x%), trained on Smina and GNINA 1.3 scores from chemically dissimilar ligands and applied to Smina-generated poses, achieved docking power comparable to or exceeding that of the four SOTA end-to-end ML docking tools (DeepDock, Interformer, SurfDock, and Uni-Mol Docking v.2).
DOI: 10.25549/independent-ouc11399kolr
title: Requests for Commission reports [13], 1991-07-09/1991-07-16

description: Requests for Commission reports, 1991-07-09/1991-07-16. 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-c69-8477
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-ouc11399kol8
title: Requests for Commission reports [13], 1991-07-09/1991-07-16

description: Requests for Commission reports, 1991-07-09/1991-07-16. 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-ouc11399kokf
title: Requests for Commission reports [12], 1991-07-09/1991-07-13

description: Requests for Commission reports, 1991-07-09/1991-07-13. 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-ouc11399kojc
title: Requests for Commission reports [12], 1991-07-09/1991-07-13

description: Requests for Commission reports, 1991-07-09/1991-07-13. 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-ouc11399koj5
title: Requests for Commission reports [12], 1991-07-09/1991-07-13

description: Requests for Commission reports, 1991-07-09/1991-07-13. 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-ouc11399ktkx
title: Holliday working papers, vol. I: Police officer appointments, 1987-1991

description: Thomas E. Holliday working papers, volume I: Police officer appointments, 1987 - 1991 December. PART OF A SERIES: The staff of Gibson, Dunn & Crutcher coordinated witness interviews and conducted an extensive review of complaints filed against LAPD officers. Included in the series are summaries of witness interviews, statistics and investigative reports related to citizen complaints, an analysis on adjudicated cases involving use-of-force complaints, reports regarding LAPD's recruitment of African American officers and community oriented policing, and an excerpt from Malcolm Sparrow's Beyond 9-1-1. Also included are materials related to the firm's work product, including attorney notes, work plans, memoranda, and drafts of chapters for the Commission report.1. Police officer appointments, by race (1980), 1991-082. Los Angeles expedited police officer recruitment and testing programs, 1988-093. Sworn personnel by rank, sex & ethnicity, 1991-02-214. Background standards for police officers (rev. 1991)5. LAPD Board of rights manual, 1987-086. Lynch, memo, 1987-08-19, to LA Board of Civil Service Commissioners7. Police officer expedited testing program8. Police officers recruitment plan 1987/889. Los Angeles police officer minimum requirements10. Overview of the police officer selection process11. The LAPD career ladder12. Career ladder chart
DOI: 10.25549/independent-ouc11399kql5
title: Weekly complaint summary printouts (3 of 4), 1991 May

description: Weekly complaint summary printouts (3 of 4), 1991 May 28-30. PART OF A SERIES: To ascertain misconduct on the part of LAPD officers, the Independent Commission set out to probe databases maintained by the LAPD related to four areas: personnel complaints, use of force, officer-involved shootings (OIS), and the use of dogs (K-9). This task was delegated to the firm Freeman & Mills, which was responsible for obtaining these databases from the LAPD, converting pertinent data into useable formats, creating additional databases of additional information, and analyzing its findings. The series contains items related to Freeman & Mills' work product, including numerous analyses of use-of-force, OIS, and K-9 data; weekly complaint summary printouts; graphs, charts, tables, and other visual representations of this data; and computer directory lists that provide the names and locations of files within the LAPD's databases. At the end of the series is a draft copy of the Independent Commission's final report, which incorporates many of the aforementioned data and figures.1. GWY 5/28/[1991] edited [cover sheet]2. Weekly complaint summary, 1991-05-283. GWY 5/30/[1991] edited [cover sheet]4. Weekly complaint summary, 1991-05-305. RLE 5/29/[1991] edited [cover sheet]6. Weekly complaint summary, 1991-05-29
DOI: 10.25549/independent-ouc11399ktku
title: Holliday working papers, vol. I: Memoranda, 1991 May-June

description: Thomas E. Holliday working papers, volume I: Memoranda, 1991 May 28 - June 27. PART OF A SERIES: The staff of Gibson, Dunn & Crutcher coordinated witness interviews and conducted an extensive review of complaints filed against LAPD officers. Included in the series are summaries of witness interviews, statistics and investigative reports related to citizen complaints, an analysis on adjudicated cases involving use-of-force complaints, reports regarding LAPD's recruitment of African American officers and community oriented policing, and an excerpt from Malcolm Sparrow's Beyond 9-1-1. Also included are materials related to the firm's work product, including attorney notes, work plans, memoranda, and drafts of chapters for the Commission report.1. Memoranda Index, [1991-06]2. Holliday, memo, 1991-06-27, to Drooyan3. Holliday, memo, 1991-06-24, to Spiegel4. Anderson, memo, 1991-06-22, to Independent Commission on the LAPD5. Holliday, memo, 1991-06-06, to file6. Silverman, memo, 1991-05-31, to Holliday7. Holliday, memo, 1991-05-28, to Spiegel8. McClelland, memo, 1991-05-28, to Holliday
DOI: 10.25549/independent-ouc11399kpu5
title: Correspondence with Pepper, Hamilton and Scheetz, 1991 May-July

description: Correspondence with Pepper, Hamilton and Scheetz, 1991 May 25 - July 3. PART OF A SERIES: On April 3, 1991, the Los Angeles Board of Police Commissioners ordered Chief of Police Daryl Gates to take 60 days of paid administrative leave in response to the Rodney King incident. After threatening legal action, Gates was reinstated to his post as Chief by the City Council. However, this incident called into question the balance of power between the Chief of Police and members of the Commission. First Interstate Bancorp was the firm selected to investigate the dynamics between these two administrative bodies, and materials in the series pertain to the firm's work product.1. Kennedy, letter, 1991-06-26, to Gotlieb2. Conference with Professor Shearer, 1991-05-153. Churchill materials: Joseph Gerald Woods manuscript (1973)4. Community crime prevention: does it work? (1986)5. Big-city police (1977)6. Confronting crime: an American challenge (1985)7. Interview of Lieutenant Bob Thomas, 1991-06-038. Kennedy, fax, 1991-07-03, to Gotlieb9. Kennedy, letter, 1991-07-02, to Selbst10. Kennedy, letter, 1991-07-03, to Gotlieb11. Individuals contacted by Pepper, Hamilton & Scheetz, 199112. Kennedy, letter, 1991-07-03, to Gotlieb13. Kennedy, letter, 1991-06-20, to Gotlieb14. Interview with Stan Saunders, 1991-06-1315. Interview with Ron Lushing, 1991-06-1316. Interview with Ann Lane, 1991-0517. Kennedy, letter, 1991-04-26, to Gotlieb18. Kennedy, letter, 1991-05-03, to Gotlieb19. Scott, letter, 1991-05-09, to Gotlieb
DOI: 10.25549/independent-ouc11399ktkr
title: Holliday working papers, vol. I: Los Angeles County chiefs, [1991]

description: Thomas E. Holliday working papers, volume I: Los Angeles County chiefs, [1991]. PART OF A SERIES: The staff of Gibson, Dunn & Crutcher coordinated witness interviews and conducted an extensive review of complaints filed against LAPD officers. Included in the series are summaries of witness interviews, statistics and investigative reports related to citizen complaints, an analysis on adjudicated cases involving use-of-force complaints, reports regarding LAPD's recruitment of African American officers and community oriented policing, and an excerpt from Malcolm Sparrow's Beyond 9-1-1. Also included are materials related to the firm's work product, including attorney notes, work plans, memoranda, and drafts of chapters for the Commission report.1. Holliday, notes, [1991]2. Holliday, notes, [1991]3. Holliday, notes, [1991]4. Holliday, notes, [1991]5. Holliday, notes, [1991]6. Police Chiefs in Los Angeles cities, [1991?]