cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/independent-c69-24003
title: Summaries of and City Attorney recommendations for settlement cases (1-4 of 4), 1983 Dec. 19 - 1990 Dec. 11

description: Summaries of and City Attorney Recommendation for settlement cases (1-4 of 4), 1983 December 19 - 1990 December 11. PART OF A SERIES: Latham & Watkins researched a total of 83 civil litigation cases brought against the LAPD pertaining to excessive force and/or improper tactics to ascertain whether the Rodney King incident was in fact the aberration that Chief Daryl Gates described. Included in the series are several materials related to the firm’s investigation and final work product. Specifically, the series contains source materials related to the 83 cases that were studied. These materials include the firm’s own memoranda and notes, statistics on misconduct and police brutality, summaries of the selected cases, recommendations for settlement drafted by the Office of the City Attorney, docket cards, copies of settlement agreements, a master roster of officers named in the civil suits, and excerpts from officers’ personnel files. Also included are summaries of interviews held with police personnel and aggrieved citizens about their perception of problems within the LAPD.
DOI: 10.15468/dl.jwqe9w
title: Occurrence Download

description: A dataset containing 972 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Alangium platanifolium (Siebold & Zucc.) Harms)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 972 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003313-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tj36py
title: Occurrence Download

description: A dataset containing 4364 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantago major L.",
 "Country is Spain",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4364 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000558-150407101314760/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-24021
title: Summaries of and City Attorney recommendations for settlement cases (1-4 of 4), 1983 Dec. 19 - 1990 Dec. 11

description: Summaries of and City Attorney Recommendation for settlement cases (1-4 of 4), 1983 December 19 - 1990 December 11. PART OF A SERIES: Latham & Watkins researched a total of 83 civil litigation cases brought against the LAPD pertaining to excessive force and/or improper tactics to ascertain whether the Rodney King incident was in fact the aberration that Chief Daryl Gates described. Included in the series are several materials related to the firm’s investigation and final work product. Specifically, the series contains source materials related to the 83 cases that were studied. These materials include the firm’s own memoranda and notes, statistics on misconduct and police brutality, summaries of the selected cases, recommendations for settlement drafted by the Office of the City Attorney, docket cards, copies of settlement agreements, a master roster of officers named in the civil suits, and excerpts from officers’ personnel files. Also included are summaries of interviews held with police personnel and aggrieved citizens about their perception of problems within the LAPD.
DOI: 10.15468/dl.y5tk3k
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is IND",
 "TaxonKey is Trachemys scripta elegans (Wied, 1838)"
 ]
}

 The dataset includes 40 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0189719-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-24029
title: Summaries of and City Attorney recommendations for settlement cases (1-4 of 4), 1983 Dec. 19 - 1990 Dec. 11

description: Summaries of and City Attorney Recommendation for settlement cases (1-4 of 4), 1983 December 19 - 1990 December 11. PART OF A SERIES: Latham & Watkins researched a total of 83 civil litigation cases brought against the LAPD pertaining to excessive force and/or improper tactics to ascertain whether the Rodney King incident was in fact the aberration that Chief Daryl Gates described. Included in the series are several materials related to the firm’s investigation and final work product. Specifically, the series contains source materials related to the 83 cases that were studied. These materials include the firm’s own memoranda and notes, statistics on misconduct and police brutality, summaries of the selected cases, recommendations for settlement drafted by the Office of the City Attorney, docket cards, copies of settlement agreements, a master roster of officers named in the civil suits, and excerpts from officers’ personnel files. Also included are summaries of interviews held with police personnel and aggrieved citizens about their perception of problems within the LAPD.
DOI: 10.15468/dl.rzwke0
title: Occurrence Download

description: A dataset containing 2748 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trogon personatus Gould, 1842",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2748 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000558-150410134957023/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-25268
title: Reviews / summaries of officers involved in civil litigation cases, 1990-06-06

description: Selina Hewitt, memorandum, 1990 June 6, to Anya Goldin, re Reviews / summaries of officers involved in civil litigation cases. PART OF A SERIES: Latham & Watkins researched a total of 83 civil litigation cases brought against the LAPD pertaining to excessive force and/or improper tactics to ascertain whether the Rodney King incident was in fact the aberration that Chief Daryl Gates described. Included in the series are several materials related to the firm’s investigation and final work product. Specifically, the series contains source materials related to the 83 cases that were studied. These materials include the firm’s own memoranda and notes, statistics on misconduct and police brutality, summaries of the selected cases, recommendations for settlement drafted by the Office of the City Attorney, docket cards, copies of settlement agreements, a master roster of officers named in the civil suits, and excerpts from officers’ personnel files. Also included are summaries of interviews held with police personnel and aggrieved citizens about their perception of problems within the LAPD.
DOI: 10.15468/dl.vnac34
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eleocharis fassettii S.González & P.M.Peterson"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0189709-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-25240
title: Reviews / summaries of officers involved in civil litigation cases, 1990-06-06

description: Selina Hewitt, memorandum, 1990 June 6, to Anya Goldin, re Reviews / summaries of officers involved in civil litigation cases. PART OF A SERIES: Latham & Watkins researched a total of 83 civil litigation cases brought against the LAPD pertaining to excessive force and/or improper tactics to ascertain whether the Rodney King incident was in fact the aberration that Chief Daryl Gates described. Included in the series are several materials related to the firm’s investigation and final work product. Specifically, the series contains source materials related to the 83 cases that were studied. These materials include the firm’s own memoranda and notes, statistics on misconduct and police brutality, summaries of the selected cases, recommendations for settlement drafted by the Office of the City Attorney, docket cards, copies of settlement agreements, a master roster of officers named in the civil suits, and excerpts from officers’ personnel files. Also included are summaries of interviews held with police personnel and aggrieved citizens about their perception of problems within the LAPD.
DOI: 10.5281/zenodo.7267942
title: ttH(bb) dataset in the semi-leptonic decay channel

description: Higgs boson dataset in the \(t\bar{t}H(b\bar{b}) \) semil-leptonic channel, used for studies of deep learning and quantum machine learning classification studies [1, 2].

The simulation of the \(t\bar{t}H(b\bar{b}) \) semi-leptonic channel produces a data set that consists of the following features:



Jet features: \((p_\mathrm{T}, \eta, \phi, E, \mathrm{b-tag}, p_\mathrm{x}, p_\mathrm{y}, p_\mathrm{z})\)

Leptonic features: \((p_\mathrm{T}, \eta, \phi, E, p_\mathrm{x}, p_\mathrm{y}, p_\mathrm{z})\)

 Missing energy features: \((\phi, p_\mathrm{T}, p_\mathrm{x}, p_\mathrm{y})\)


Before processing the data with (quantum) machine learning algorithms, the features are filtered using the following physically motivated criteria to constrain the problem in a suitable phase space. These criteria take into account the geometric acceptance of the detector and the goal of background suppression.  

The following preprocessing steps are applied in the related studies using this dataset:



For electrons: \(p_\mathrm{T} > 30 \) GeV and \(|\eta|<2.1\)

For muons: \(p_\mathrm{T} > 26\) GeV and \(|\eta|<2.1\)

For jets: \(p_\mathrm{T} > 30\) GeV and \(|\eta|<2.4\)

Isolation of the leptons with respect to jets is higher than the benchmark value of 0.1.

Require at least 4 jets per event, at least 2 b-tagged jets, and exactly one lepton. 

The first seven most energetic jets are kept per collision event, allowing for one extra jet beyond the leading order expectation of 6 jets, to account for final state radiation.


These criteria constrain the problem in a suitable phase space, taking into account the geometric acceptance of the CMS detector and the goal of background suppression. For more details, please see the corresponding papers.

[1] V. Belis et al., Higgs analysis with quantum classifiers, EPJ Web Conf. 251, 03070 (2021), arXiv: 2104.07692.

[2] V. Belis et al., Guided Quantum Compression for Higgs identification, arXiv: 2402.09524.
description: The data is simulated using Powheg v2 for hard scattering computations, Pythia 8 for parton shower simulations, and Delphes v3.4.1 for the detector response simulation. Delphes is configured with the CMS detector Run II settings throughout the study.
DOI: 10.5281/zenodo.7176325
title: ttH(bb) dataset in the semi-leptonic decay channel

description: Higgs boson dataset in the \(t\bar{t}H(b\bar{b}) \) semil-leptonic channel, used for studies of deep learning and quantum machine learning classification studies [1, 2].

The simulation of the \(t\bar{t}H(b\bar{b}) \) semi-leptonic channel produces a data set that consists of the following features:



Jet features: \((p_\mathrm{T}, \eta, \phi, E, \mathrm{b-tag}, p_\mathrm{x}, p_\mathrm{y}, p_\mathrm{z})\)

Leptonic features: \((p_\mathrm{T}, \eta, \phi, E, p_\mathrm{x}, p_\mathrm{y}, p_\mathrm{z})\)

 Missing energy features: \((\phi, p_\mathrm{T}, p_\mathrm{x}, p_\mathrm{y})\)


Before processing the data with (quantum) machine learning algorithms, the features are filtered using the following physically motivated criteria to constrain the problem in a suitable phase space. These criteria take into account the geometric acceptance of the detector and the goal of background suppression.  

The following preprocessing steps are applied in the related studies using this dataset:



For electrons: \(p_\mathrm{T} > 30 \) GeV and \(|\eta|<2.1\)

For muons: \(p_\mathrm{T} > 26\) GeV and \(|\eta|<2.1\)

For jets: \(p_\mathrm{T} > 30\) GeV and \(|\eta|<2.4\)

Isolation of the leptons with respect to jets is higher than the benchmark value of 0.1.

Require at least 4 jets per event, at least 2 b-tagged jets, and exactly one lepton. 

The first seven most energetic jets are kept per collision event, allowing for one extra jet beyond the leading order expectation of 6 jets, to account for final state radiation.


These criteria constrain the problem in a suitable phase space, taking into account the geometric acceptance of the CMS detector and the goal of background suppression. For more details, please see the corresponding papers.

[1] V. Belis et al., Higgs analysis with quantum classifiers, EPJ Web Conf. 251, 03070 (2021), arXiv: 2104.07692.

[2] V. Belis et al., Guided Quantum Compression for Higgs identification, arXiv: 2402.09524.
description: The data is simulated using Powheg v2 for hard scattering computations, Pythia 8 for parton shower simulations, and Delphes v3.4.1 for the detector response simulation. Delphes is configured with the CMS detector Run II settings throughout the study.
DOI: 10.15468/dl.2gputu
title: Occurrence Download

description: A dataset containing 287 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anolis sagrei Duméril & Bibron, 1837",
 "Country is Jamaica",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 287 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000558-150504100648427/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uzvws4
title: Occurrence Download

description: A dataset containing 278 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chiloglottis grammata G.W.Carr"
 ]
}

 The dataset includes 278 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007373-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-25267
title: Reviews / summaries of officers involved in civil litigation cases, 1990-06-06

description: Selina Hewitt, memorandum, 1990 June 6, to Anya Goldin, re Reviews / summaries of officers involved in civil litigation cases. PART OF A SERIES: Latham & Watkins researched a total of 83 civil litigation cases brought against the LAPD pertaining to excessive force and/or improper tactics to ascertain whether the Rodney King incident was in fact the aberration that Chief Daryl Gates described. Included in the series are several materials related to the firm’s investigation and final work product. Specifically, the series contains source materials related to the 83 cases that were studied. These materials include the firm’s own memoranda and notes, statistics on misconduct and police brutality, summaries of the selected cases, recommendations for settlement drafted by the Office of the City Attorney, docket cards, copies of settlement agreements, a master roster of officers named in the civil suits, and excerpts from officers’ personnel files. Also included are summaries of interviews held with police personnel and aggrieved citizens about their perception of problems within the LAPD.
DOI: 10.15468/dl.eh9k3d
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is one of (Phacelocarpus peperocarpos)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0189756-230224095556074/datasets/export for details.
DOI: 10.25549/independent-c69-25234
title: Reviews / summaries of officers involved in civil litigation cases, 1990-06-06

description: Selina Hewitt, memorandum, 1990 June 6, to Anya Goldin, re Reviews / summaries of officers involved in civil litigation cases. PART OF A SERIES: Latham & Watkins researched a total of 83 civil litigation cases brought against the LAPD pertaining to excessive force and/or improper tactics to ascertain whether the Rodney King incident was in fact the aberration that Chief Daryl Gates described. Included in the series are several materials related to the firm’s investigation and final work product. Specifically, the series contains source materials related to the 83 cases that were studied. These materials include the firm’s own memoranda and notes, statistics on misconduct and police brutality, summaries of the selected cases, recommendations for settlement drafted by the Office of the City Attorney, docket cards, copies of settlement agreements, a master roster of officers named in the civil suits, and excerpts from officers’ personnel files. Also included are summaries of interviews held with police personnel and aggrieved citizens about their perception of problems within the LAPD.
DOI: 10.15468/dl.2yfr76
title: Occurrence Download

description: A dataset containing 9890 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Microtus mexicanus (Saussure, 1861)"
 ]
}

 The dataset includes 9890 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000558-150528172251762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w5e7z7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is one of (Monotaxis heterodon)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0189761-230224095556074/datasets/export for details.
DOI: 10.25549/independent-c69-25334
title: Reviews / summaries of officers involved in civil litigation cases, 1990-06-06

description: Selina Hewitt, memorandum, 1990 June 6, to Anya Goldin, re Reviews / summaries of officers involved in civil litigation cases. PART OF A SERIES: Latham & Watkins researched a total of 83 civil litigation cases brought against the LAPD pertaining to excessive force and/or improper tactics to ascertain whether the Rodney King incident was in fact the aberration that Chief Daryl Gates described. Included in the series are several materials related to the firm’s investigation and final work product. Specifically, the series contains source materials related to the 83 cases that were studied. These materials include the firm’s own memoranda and notes, statistics on misconduct and police brutality, summaries of the selected cases, recommendations for settlement drafted by the Office of the City Attorney, docket cards, copies of settlement agreements, a master roster of officers named in the civil suits, and excerpts from officers’ personnel files. Also included are summaries of interviews held with police personnel and aggrieved citizens about their perception of problems within the LAPD.
DOI: 10.15468/dl.gyzbve
title: Occurrence Download

description: A dataset containing 70163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "Geometry POLYGON((-78.62446 -2.81789,-77.46973 -2.81789,-77.46973 -1.97505,-78.62446 -1.97505,-78.62446 -2.81789))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 70163 records from 238 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059820-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-25346
title: Reviews / summaries of officers involved in civil litigation cases, 1990-06-06

description: Selina Hewitt, memorandum, 1990 June 6, to Anya Goldin, re Reviews / summaries of officers involved in civil litigation cases. PART OF A SERIES: Latham & Watkins researched a total of 83 civil litigation cases brought against the LAPD pertaining to excessive force and/or improper tactics to ascertain whether the Rodney King incident was in fact the aberration that Chief Daryl Gates described. Included in the series are several materials related to the firm’s investigation and final work product. Specifically, the series contains source materials related to the 83 cases that were studied. These materials include the firm’s own memoranda and notes, statistics on misconduct and police brutality, summaries of the selected cases, recommendations for settlement drafted by the Office of the City Attorney, docket cards, copies of settlement agreements, a master roster of officers named in the civil suits, and excerpts from officers’ personnel files. Also included are summaries of interviews held with police personnel and aggrieved citizens about their perception of problems within the LAPD.
DOI: 10.15468/dl.kxyydp
title: Occurrence Download

description: A dataset containing 246 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Espeletia murilloi Cuatrec."
 ]
}

 The dataset includes 246 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000558-150805223722583/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x88z4r
title: Occurrence Download

description: A dataset containing 201 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-100.48767 16.70333,-91.16640 16.70333,-91.16640 20.88839,-100.48767 20.88839,-100.48767 16.70333))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "StateProvince is Tlaxcala",
 "TaxonKey is Crassulaceae"
 ]
}

 The dataset includes 201 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0189762-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-25326
title: Reviews / summaries of officers involved in civil litigation cases, 1990-06-06

description: Selina Hewitt, memorandum, 1990 June 6, to Anya Goldin, re Reviews / summaries of officers involved in civil litigation cases. PART OF A SERIES: Latham & Watkins researched a total of 83 civil litigation cases brought against the LAPD pertaining to excessive force and/or improper tactics to ascertain whether the Rodney King incident was in fact the aberration that Chief Daryl Gates described. Included in the series are several materials related to the firm’s investigation and final work product. Specifically, the series contains source materials related to the 83 cases that were studied. These materials include the firm’s own memoranda and notes, statistics on misconduct and police brutality, summaries of the selected cases, recommendations for settlement drafted by the Office of the City Attorney, docket cards, copies of settlement agreements, a master roster of officers named in the civil suits, and excerpts from officers’ personnel files. Also included are summaries of interviews held with police personnel and aggrieved citizens about their perception of problems within the LAPD.