cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/inscriptifact-ouc111315642
title: Incantation Bowl, MBL.000165

description: [Text Description:] Aramaic Incantation Bowl ❧ [Text or Publication Number Note:] MBL.000165 ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Shallow clay bowl ❧ [Physical Object Note:] Clay, ink
DOI: 10.25549/inscriptifact-ouc111315663
title: Incantation Bowl, MBL.000134

description: [Text Description:] Aramaic Incantation Bowl ❧ [Text or Publication Number Note:] MBL.000134 ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Shallow clay bowl ❧ [Physical Object Note:] Clay, ink
DOI: 10.15468/dl.cafrwv
title: Occurrence Download

description: A dataset containing 1354 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Magnoliopsida, Liliopsida)",
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "Geometry MULTIPOLYGON (((-72.946 -6.612, -72.867 -7.615, -72.51436 -7.809858, -72.20909 -7.68854, -72.032 -7.147623, -71.76057 -6.974691, -71.735 -6.703996, -71.156 -6.312, -71.30877 -5.742177, -71.71515 -5.913243, -71.96504 -5.681895, -72.18814 -5.972, -72.87282 -6.358037, -72.946 -6.612)))"
 ]
}

 The dataset includes 1354 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178328-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111124496
title: Contract, UT 1599-27

description: [Text Description:] Contract (tablet and envelope). ❧ [Text or Publication Number Note:] UT 1599-27 ❧ [Excavation Description:] Babylon ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Rectangular clay tablet and envelope pair, white and grey color. LABEL: "5P" in black marker, "1599" in faded blue ink, "27a" in black ink on tablet. 3 x 3.5cm. Envelope 3.5 x 4cm. LABEL: "SP" in faded black. ❧ [Physical Object Note:] S.T. Kang, Sumerian economic texts from the Drehem archive, 1972
DOI: 10.25549/inscriptifact-ouc111124575
title: Contract, UT 1599-27

description: [Text Description:] Contract (tablet and envelope). ❧ [Text or Publication Number Note:] UT 1599-27 ❧ [Excavation Description:] Babylon ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Rectangular clay tablet and envelope pair, white and grey color. LABEL: "5P" in black marker, "1599" in faded blue ink, "27a" in black ink on tablet. 3 x 3.5cm. Envelope 3.5 x 4cm. LABEL: "SP" in faded black. ❧ [Physical Object Note:] S.T. Kang, Sumerian economic texts from the Drehem archive, 1972
DOI: 10.15468/dl.8epkse
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Lepidochelys kempii Garman, 1880"
 ]
}

 The dataset includes 64 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011101-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a7paxg
title: Occurrence Download

description: A dataset containing 7641 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oberonia Lindl."
 ]
}

 The dataset includes 7641 records from 170 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062627-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.25920829
title: Prueba de Wilcoxon

description: <b>Tabla 2 - </b>Prueba de Wilcoxon, Fuente: SPSS Statistics 25
DOI: 10.6084/m9.figshare.25920829.v1
title: Prueba de Wilcoxon

description: <b>Tabla 2 - </b>Prueba de Wilcoxon, Fuente: SPSS Statistics 25
DOI: 10.15468/dl.2n6j69
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Orchis ×colemanii Cortesi"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0137091-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5xd653
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gagea pakistanica Levichev & Ali"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004837-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m0mqww
title: Occurrence Download

description: A dataset containing 727 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-1.99651 42.11735,1.21150 42.11735,1.21150 43.40000,-1.99651 43.40000,-1.99651 42.11735))",
 "HasCoordinate is true",
 "TaxonKey is Huperzia Bernh.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 727 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033174-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mmvb7c
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((107.2807 21.29424,108.70168 17.12397,111.3583 18.3905,121.95387 21.88117,122.66436 26.26767,122.07743 29.04785,107.2807 21.29424))",
 "TaxonKey is Leiognathus berbis (Valenciennes, 1835)",
 "Year 1990-2020"
 ]
}

 The dataset includes 49 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045940-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x9cjk3
title: Occurrence Download

description: A dataset containing 27457247 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "Geometry POLYGON((66.17835 7.3215,87.62413 7.3215,87.62413 22.62465,66.17835 22.62465,66.17835 7.3215))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 1984-2024"
 ]
}

 The dataset includes 27457247 records from 706 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004870-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.77vq3u
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-99.90357 19.77968,-99.90203 19.77402,-99.89636 19.76784,-99.89104 19.76612,-99.84778 19.76166,-99.83748 19.76389,-99.87525 19.78655,-99.88761 19.79187,-99.89207 19.79668,-99.9089 19.79239,-99.90357 19.77968))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0148072-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wuwb9u
title: Occurrence Download

description: A dataset containing 418003 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Benin",
 "Year 1000-2019"
 ]
}

 The dataset includes 418003 records from 224 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033179-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ahk5wn
title: Occurrence Download

description: A dataset containing 240 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Todiramphus tutus (J.F.Gmelin, 1788)"
 ]
}

 The dataset includes 240 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004862-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x9z36z
title: Occurrence Download

description: A dataset containing 935 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hyla arenicolor Cope, 1866",
 "HasCoordinate is True",
 "Country is United States of America",
 "Year is greater than or equal to 1995",
 "Year is less than or equal to 2020",
 "Month is greater than or equal to January",
 "Month is less than or equal to December",
 "HasGeospatialIssue is False"
 ]
}

 The dataset includes 935 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010715-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c6phkv
title: Occurrence Download

description: A dataset containing 264807 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Tripleurospermum inodorum (L.) Sch.-Bip"
 ]
}

 The dataset includes 264807 records from 1317 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004847-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j83uqm
title: Occurrence Download

description: A dataset containing 730 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Ficus microcarpa L.fil."
 ]
}

 The dataset includes 730 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012522-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.apt77t
title: Occurrence Download

description: A dataset containing 406 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Grapholita molesta (Busck, 1916)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 406 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009696-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10610250
title: Decoupled few-femtosecond phase transitions in vanadium dioxide: dataset and plotting routines
DOI: 10.5281/zenodo.10610251
title: Decoupled few-femtosecond phase transitions in vanadium dioxide: dataset and plotting routines
DOI: 10.5281/zenodo.10617262
title: Decoupled few-femtosecond phase transitions in vanadium dioxide: dataset and plotting routines
DOI: 10.5281/zenodo.10617311
title: Decoupled few-femtosecond phase transitions in vanadium dioxide: dataset and plotting routines
DOI: 10.5281/zenodo.15031044
title: Decoupled few-femtosecond phase transitions in vanadium dioxide: dataset and plotting routines
DOI: 10.15468/dl.t9vtm8
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euwallacea fornicatus (Eichhoff, 1868) Eichhoff, 1868",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 53 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009697-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rsezgf
title: Occurrence Download

description: A dataset containing 440864 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry POLYGON((115.77899 -8.21481,115.56588 -8.10541,115.07357 -7.97699,114.62314 -7.97699,114.45428 -8.0412,114.42099 -8.14584,114.44001 -8.27427,114.50423 -8.40508,114.79913 -8.51686,114.82529 -8.70474,115.20582 -8.91879,115.65531 -8.84982,115.78612 -8.47643,115.77899 -8.21481))",
 "Geometry POLYGON((115.94883 -8.256,115.86797 -8.55329,115.73241 -8.85295,116.50297 -9.05986,116.70037 -8.75307,116.74794 -8.44151,116.85496 -8.23936,116.31435 -8.0726,115.94883 -8.256))",
 "Geometry POLYGON((116.98265 -8.16298,116.85422 -8.23195,116.75434 -8.4341,116.70915 -8.74803,116.65445 -9.15234,117.59149 -9.12618,118.50713 -9.12856,119.15878 -8.993,118.27746 -9.47353,120.36243 -10.59621,122.25872 -10.8698,122.7493 -9.89807,123.40026 -9.10559,124.83427 -8.56784,125.34763 -8.31131,125.3533 -7.74407,120.81533 -7.77243,120.05522 -7.77243,117.83213 -7.86465,116.98265 -8.16298))",
 "Geometry POLYGON((124.93986 -8.91151,124.81271 -8.90057,124.54097 -9.09122,124.43496 -9.50376,124.2432 -9.5443,124.2454 -9.41829,124.19718 -9.41062,124.14897 -9.47418,124.04597 -9.39748,124.03721 -9.28133,123.90915 -9.27661,123.2507 -9.66795,122.67922 -10.42579,122.48044 -11.05318,123.30039 -11.05939,124.39988 -10.69911,125.11793 -9.52757,124.95853 -9.3854,124.90253 -9.15277,125.08059 -9.14702,125.15096 -9.1025,125.10931 -9.03214,124.99587 -9.09389,124.90971 -9.04219,124.93986 -8.91151))"
 ]
 },
 "OccurrenceStatus is Present",
 "Year 2001-2025"
 ]
}

 The dataset includes 440864 records from 181 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009693-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/11038573
title: e-IPO Indonesia Data - Investment
DOI: 10.34740/kaggle/dsv/11038580
title: Hacker News Cumulative Data
DOI: 10.15468/dl.2wj9pb
title: Occurrence Download

description: A dataset containing 12312 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Issue is one of (Coordinate rounded, Geodetic datum invalid, Geodetic datum assumed WGS84, Coordinate reprojected, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate accuracy invalid, Coordinate precision invalid, Coordinate uncertainty meters invalid, Coordinate precision/uncertainty mismatch, Footprint SRS invalid, Footprint WKT mismatch, Footprint WKT invalid, Country coordinate mismatch, Country mismatch, Country invalid, Country derived from coordinates, Continent coordinate mismatch, Continent country mismatch, Continent invalid, Continent derived from country, Continent derived from coordinates, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Recorded date mismatch, Recorded date invalid, Recorded date unlikely, Taxon match fuzzy, Taxon match higher rank, Taxon match aggregate, The scientific name ID was not used in backbone matching, The taxon concept ID was not used in backbone matching, The taxon ID was not used in backbone matching, The scientific name ID was not found in the checklist, The taxon concept ID was not found in the checklist, The taxon ID was not found in the checklist, The scientific name differs on the record from that found in the checklist, Taxon match none, The backbone match found using the taxon IDs differs from what would be found if using the scientific names, Depth not metric, Depth unlikely, Depth min max swapped, Depth non numeric, Elevation unlikely, Elevation min max swapped, Elevation not metric, Elevation non numeric, Modified date invalid, Modified date unlikely, Identified date unlikely, Identified date invalid, Basis of record invalid, Type status invalid, Multimedia date invalid, Multimedia URI invalid, References URI invalid, Error during interpretation, Individual count invalid, Individual count conflicts with occurrence status, Occurrence status unparsable, Occurrence status inferred from individual count, ccurrence status inferred from basis of record, Georeferenced date unlikely, Georeferenced date invalid, Ambiguous institution, Ambiguous collection, Institution match none, Collection match none, Institution match fuzzy, Collection match fuzzy, Institution collection mismatch, Possibly on loan, Different owner institution)",
 "TaxonKey is Sida spinosa L."
 ]
}

 The dataset includes 12312 records from 500 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009698-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j3rm28
title: Occurrence Download

description: A dataset containing 116 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euscepes postfasciatus Zimmerman, 1936",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 116 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009699-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15029925
title: The SPIRIT input files

description: These input files are generated based on SPIRIT package. "input.cfg": static state. "input-u.cfg": dynamic behavior driven by current.
DOI: 10.5281/zenodo.15029926
title: The SPIRIT input files

description: These input files are generated based on SPIRIT package. "input.cfg": static state. "input-u.cfg": dynamic behavior driven by current.
DOI: 10.5281/zenodo.15031072
title: Tumour dendritic cells scRNA-seq data object from PMID 38267413, Colin YC Lee et al. 2024.

description: Tumour DC cells from PMID: 38267413.







Lee C.Y.C., Kennedy B.C., Richoz N., et al. (2024). Tumour-retained activated CCR7+ dendritic cells are heterogeneous and regulate local anti-tumour cytolytic activity. Nature Communications 15:1, 682.
DOI: 10.5281/zenodo.15031073
title: Tumour dendritic cells scRNA-seq data object from PMID 38267413, Colin YC Lee et al. 2024.

description: Tumour DC cells from PMID: 38267413.







Lee C.Y.C., Kennedy B.C., Richoz N., et al. (2024). Tumour-retained activated CCR7+ dendritic cells are heterogeneous and regulate local anti-tumour cytolytic activity. Nature Communications 15:1, 682.
DOI: 10.15468/dl.6jwfxv
title: Occurrence Download

description: A dataset containing 299 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hemiberlesia rapax (Comstock, 1881)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 299 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009701-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w59cdr
title: Occurrence Download

description: A dataset containing 22921 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Month is one of (March, April, May, June, July, August)",
 "TaxonKey is Carassius gibelio (Bloch, 1782)",
 "Year 1991-2025"
 ]
}

 The dataset includes 22921 records from 124 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009700-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e77r9r
title: Occurrence Download

description: A dataset containing 39099 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Carassius gibelio (Bloch, 1782)"
 ]
}

 The dataset includes 39099 records from 168 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009702-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15031089
title: Replication package for "From 'Worse is Better' to Better: Lessons from a Mixed Methods Study of Ansible's Challenges"

description: The data is distributed as follows:1. The data about the posts is on the folder `collect_posts/results`.2. The data for the interview is on the folder `interview_results/data`.3. The topic modeling data is on the folder `topic_modeling/data/output`.To able to run the scripts in the replication package, run the following commands on the root folder of the replication package:1. `python -m venv .venv`2. `source .venv/bin/activate`3. `python -m pip install -r requirements.txt`
DOI: 10.15468/dl.f48dx9
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyclorhipidion pelliculosum (Eichhoff, 1878) Eichhoff, 1878",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 48 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009703-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28595357
title: HLM analysis for the factors driving terrestrial mammal species richness in China

description: Among the factors influencing terrestrial mammal species richness, macro-level variables—such as latitude, net primary productivity (NPP), temperature seasonality (TS), and elevation (Ele)—reflect large-scale variations related to energy availability, food resources, and climatic changes. In contrast, micro-level factors—including surface area coefficient (SAC), vegetation vertical habitat capacity (VVHC), and Shannon's Diversity Index (SHDI)—primarily capture intra-regional differences. These two levels of factors are not parallel but hierarchical. Therefore, Hierarchical Linear Model (HLM) was applied to analyze the interactions of factors at different levels and their effects on the dependent variable.This study considers both macro- and micro-scale factors and introduces new indices: VVHC and SAC, to capture different aspects of available habitat. The analysis, carried out from the perspective of the hierarchical roles that exist between the factors, provides a fresh insight for the interpretation of the driving factors of species richness.
DOI: 10.15468/dl.gfnuzv
title: Occurrence Download

description: A dataset containing 9716 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hylurgops palliatus (Gyllenhal, 1813) Gyllenhal, 1813",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9716 records from 173 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009704-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28601117
title: SOSecure: The Wisdom of the Crowd for Safer AI-Generated Code

description: <pre>SOSecure is a Retrieval-Augmented Generation (RAG) system that leverages the collective security expertise found in Stack Overflow discussions to improve the security of LLM-generated code. This replication package contains the materials necessary to reproduce the experiments and results presented in the paper.<br></pre>