cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.f6bpg4
title: Occurrence Download

description: A dataset containing 520 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Anoplophora chinensis",
 "Year 1934-2025"
 ]
}

 The dataset includes 520 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037986-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rx2hn8
title: Occurrence Download

description: A dataset containing 76 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.continent = 'NORTH_AMERICA'
 AND (CAST(occurrence.taxonkey AS INTEGER) = 2684171 OR CAST(occurrence.acceptedtaxonkey AS INTEGER) = 2684171 OR CAST(occurrence.kingdomkey AS INTEGER) = 2684171 OR CAST(occurrence.phylumkey AS INTEGER) = 2684171 OR CAST(occurrence.classkey AS INTEGER) = 2684171 OR CAST(occurrence.orderkey AS INTEGER) = 2684171 OR CAST(occurrence.familykey AS INTEGER) = 2684171 OR CAST(occurrence.genuskey AS INTEGER) = 2684171 OR CAST(occurrence.specieskey AS INTEGER) = 2684171)
 AND (occurrence."year" &gt;= 1950 AND occurrence."year" &lt;= 2025)
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 76 records were derived from 143 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037956-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7j6ae6
title: Occurrence Download

description: A dataset containing 6178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((72.88497 20.51407,73.22943 20.51407,73.22943 20.63477,72.88497 20.63477,72.88497 20.51407))",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (EX, EN, LC, NT, VU, CR)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 6178 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037988-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kg2ssv
title: Occurrence Download

description: A dataset containing 6956 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Human Observation)",
 "Continent is North America",
 "Country is United States of America",
 "OccurrenceStatus is Present",
 "TaxonKey is Amaranthus"
 ]
}

 The dataset includes 6956 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037985-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qmpxb3
title: Occurrence Download

description: A dataset containing 106332 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brassica rapa"
 ]
}

 The dataset includes 106332 records from 985 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037873-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ga4yaw
title: Occurrence Download

description: A dataset containing 12946 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Anilara convexa Kerremans, 1898, Xylorycta melaleucae Turner, 1898, Hylaeus proximus (Smith, 1879), Cerceris aurantiaca F.Smith, 1873, Austrolopesia melaleucae Kolesik, 1999, Melaleucoides sheathianae Schuh & Weirauch, 2010, Melaleucoides leuropomae Schuh & Weirauch, 2010, Melaleucoides castanea Schuh & Weirauch, 2010, Myrtophila suticollis Brimblecombe, 1957, Melaleucoides similis Schuh & Weirauch, 2010, Melaleucoides annae Schuh & Weirauch, 2010, Melaleucoides verticordiae Schuh & Weirauch, 2010, Melaleucoides undulatae Schuh & Weirauch, 2010, Castiarina distantia (Barker, 1988), Melaleucoides uncinatae Schuh & Weirauch, 2010, Melaleucococcus notoporosus Bhatti, 1990, Eriopsylla malleensis Taylor, 1990, Melaleucoides cassisi Schuh & Weirauch, 2010, Castiarina galactica Barker, 1990, Stenoderus suturalis (Olivier, 1795), Melaleucoides brevifoliae Schuh & Weirauch, 2010, Melaleucoides beaufortiae Schuh & Weirauch, 2010, Melaleucoides micranthae Schuh & Weirauch, 2010, Xiphoidellus aureus Weirauch & Schuh, 2011, Kirkaldyella pilosa Cassis & Moulds, 2002, Phasis braueri Dickson, 1968, Urocystis melicae (Lagerh. & Liro) Zundel, Ascochyta caulicola Laubert, Orthotylus dorsalis (Provancher, 1872), Sphecodes banksii Lovell, 1909, Bembecia iberica Špatenka, 1992, Phomopsis meliloti Grove, Tychius meliloti Norman & H.Joy, 1932, Petrobia harti (Ewing, 1909), Prionyx canadensis (Provancher, 1887), Pyrausta socialis Grote, 1877, Pyrausta nicalis Grote, 1878, Fumibotys fumalis Guenée, 1854, Acmaeodera cazieri Knull, 1960, Longitarsus ferrugineus (Foudras, 1859), Golovinomyces monardae (G.S.Nagy) M.Scholler, U.Braun & Anke Schmidt, Chrysodeixis subsidens Walker, 1858, Chamaesphecia schwingenschussi (Le Cerf, 1937), Endothenia nubilana (Clemens, 1865), Asianidia mesasiatica (Dubovsky, 1966), Eupteryx rostrata Ribaut, 1936, Eupteryx bharatiae Dworakowska, 1980, Eupteryx parasensis Samad & Ahmed, 1979, Eupteryx multifaciata Singh, 1969, Agallia brachyptera (Boheman, 1847))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 12946 records from 183 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011522-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kvem8w
title: Occurrence Download

description: A dataset containing 180 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Corbicula largillierti (R.A.Philippi, 1844))",
 "BasisOfRecord is one of (Human Observation)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 180 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011524-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fb7x9y
title: Occurrence Download

description: A dataset containing 38879 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ramphastos brevis"
 ]
}

 The dataset includes 38879 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029079-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vguw9r
title: Occurrence Download

description: A dataset containing 2467 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is IND.16.3_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Coracias benghalensis (Linnaeus, 1758)",
 "Year 2021-2021"
 ]
}

 The dataset includes 2467 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013073-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57830/2310424
title: 2024 KEFJ Pedersen Lagoon Landslide SfM Imagery and GNSS

description: Orthomosaics and Digital Surface Models of Pedersen Lagoon, the toe of Pedersen Glacier, and surrounding areas in Kenai Fjords National Park. These data were collected using Structure from Motion techniques on August 9, 2024 in response to the August 7 landslide and tsunami that flowed water into the Kenai Fjords Glacier Lodge. GNSS ground control was conducted on August 12 and 13 collecting run-up heights, visible features for horizontal accuracy assessment, and vertical check points.
DOI: 10.15468/dl.kpxedy
title: Occurrence Download

description: A dataset containing 3254 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Orcinus orca (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Geometry POLYGON((-6.000000 30.000000, -6.000000 47.000000, 42.000000 47.000000, 42.000000 30.000000, -6.000000 30.000000))"
 ]
}

 The dataset includes 3254 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002671-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z9f9rn
title: Occurrence Download

description: A dataset containing 1798702 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Year is 2008",
 "Month is October"
 ]
}

 The dataset includes 1798702 records from 505 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002665-250426092105405/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.28375268
title: Underestimated Ecosystem Resilience: Tipping Point Evasion Driven by Adaptive Plant-Pollinator Interactions

description: Global change threatens ecosystem resilience and triggers irreversible critical transitions, especially in ecologically vulnerable coastal wetlands. Previous studies reported that biotic interactions interfered with biophysical feedback process, forcing ecosystem resilience more susceptible. However, dynamic critical threshold of ecosystem resilience lacks quantification, particularly involving adaptive mutualistic interaction. Our study integrates biophysical feedback and plant-pollinator interactions into a spatial vegetation model and generates dynamic thresholds of a saltmarsh ecosystem in the Yellow River Delta, China. Results showed that adaptive plant-pollinator interaction accelerates the biophysical feedback, enabling the ecosystem to evade the tipping point of collapsing and to enhance the tipping point of recovering. This is particularly important at the early stages of vegetation colonization. A comparison with an ecosystem without mutualistic interaction showed that adaptive mutualistic interaction was important in withstanding higher environmental pressures, despite an overall decline in ecosystem resilience under noise-type habitat loss and rate-type escalating salinization. Adaptive plant-pollinator interaction therefore resulted in a more effective and sustainable ecosystem restoration. Our study emphasizes the essential role of plant-pollinator interaction in strengthening ecosystem resilience against external disturbances. Neglecting this adaptive mechanism can underestimate ecosystem resilience. Management that collaborative conservation of plants and pollinators is a prospective approach to deal with climate change challenges and maintain ecosystem sustainability.
DOI: 10.15468/dl.ep95ex
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Graphocephala subrufa (DeLong & Currie, 1960)"
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006293-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8fkjaa
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Graphocephala rufimargo (Walker, 1858)"
 ]
}

 The dataset includes 105 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006294-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s53tf3
title: Occurrence Download

description: A dataset containing 8959 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Africa, Asia, Oceania)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mikania micrantha Kunth"
 ]
}

 The dataset includes 8959 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006295-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8nhbc8
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Graphocephala simulata Young, 1977"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006296-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tcuhkk
title: Occurrence Download

description: A dataset containing 830 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((88 31,103 31,103 38,88 38,88 31))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Anser indicus (Latham, 1790)"
 ]
}

 The dataset includes 830 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006297-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t9yu9e
title: Occurrence Download

description: A dataset containing 151 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Graphocephala flavovittata Metcalf, 1955"
 ]
}

 The dataset includes 151 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006299-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fhck2k
title: Occurrence Download

description: A dataset containing 2205 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Presence-absence of plant habitat specialists in 15 patches"
 ]
}

 The dataset includes 2205 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006301-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d4kekg
title: Occurrence Download

description: A dataset containing 56648 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Surnia ulula (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Year is greater than 1989",
 "Year is less than 2026",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is Absent"
 ]
 }
 },
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 56648 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006292-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t58t4z
title: Occurrence Download

description: A dataset containing 743 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Theretra alecto Linnaeus, 1758"
 ]
}

 The dataset includes 743 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006302-250515123054153/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.28510718
title: Data origin: rGO@CuxS-T

description: Here are origin data of manuscript "<b>OPTIMIZING HYDROTHERMAL SYNTHESIS TEMPERATURE FOR ENHANCED MORPHOLOGY AND ELECTROCHEMICAL PERFORMANCE OF rGO@Cu₂S COUNTER ELECTRODES IN QUANTUM DOT SENSITIZED SOLAR CELLS</b>"
DOI: 10.15468/dl.mjfznd
title: Occurrence Download

description: A dataset listing the 51 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is PHL.31.1_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset's 51 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006298-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9qugmm
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((88 31,103 31,103 38,88 38,88 31))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Haliaeetus albicilla (Linnaeus, 1758)"
 ]
}

 The dataset includes 64 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006305-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4uc55g
title: Occurrence Download

description: A dataset containing 71525 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Matteuccia Tod."
 ]
}

 The dataset includes 71525 records from 455 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006300-250515123054153/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.29096312
title: Figure source data.xlsx

description: <b>Description</b> of the reserach~
DOI: 10.15468/dl.5p4wx5
title: Occurrence Download

description: A dataset containing 1375658 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acanthis flammea cabaret (P.L.Statius Müller, 1776), Tachycixius pilosus (Olivier, 1791), Melanchra persicariae Linnaeus, 1761, Cyclophora albipunctata (Hufnagel, 1767), Watsonalla binaria (Hufnagel, 1769), Acronicta rumicis Linnaeus, 1758, Diurnea fagella (Fabricius, 1787), Lycia pomonaria (Hübner, 1790), Entedon heyeri (Ratzeburg, 1848), Aprostocetus clavicornis (Zetterstedt, 1838), Trichogramma agrotidis Voegelé & Pintureau, 1982, Quadrastichus brevinervis (Zetterstedt, 1838), Quadrastichus ventricosus (Graham, 1961), Gastrancistrus hamillus Walker, 1848, Quadrastichus xanthosoma (Graham, 1974), Closterocerus smaragdulus (Graham, 1963), Janssoniella caudata Kerrich, 1957, Psilonotus adamas Walker, 1834, Chrysocharis pilicoxa (Thomson, 1878), Aprostocetus alveatus Graham, 1961, Aprostocetus escherichi (Szelenyi, 1941), Phasgonophora sulcata Westwood, 1832, Quadrastichus citrinus (Thomson, 1878), Chrysocharis gemma (Walker, 1839), Derostenus gemmeus Westwood, 1833, Sympiesis xanthostoma (Nees, 1834), Achrysocharoides niveipes (Thomson, 1878), Chrysocharis amasis (Walker, 1839), Pediobius metallicus (Nees, 1834), Torymus nitidulus (Walker, 1833), Encarsia formosa Gahan, 1924, Oobius whiteorum Triapitsyn, 2015, Typhula contorta (Holmsk.) Olariaga, Simocybe centunculus (Fr.) P.Karst., Pluteus cervinus (Schaeff.) P.Kumm., Hysterium pulicare Pers., Hapalopilus rutilans (Pers.) Murrill, Diatrype stigma (Hoffm.) Fr., Jackrogersella multiformis (Fr.) L.Wendt, Kuhnert & M.Stadler, Plicaturopsis crispa (Pers.) D.A.Reid, Peraxilla tetrapetala (L.fil.) Tiegh., Fomitopsis betulina (Bull.) B.K.Cui, M.L.Han & Y.C.Dai, Diatrypella favacea (Fr.) Ces. & De Not., Reticularia lycoperdon Bull., 1790, Lenzites betulinus (L.) Fr., Coprinellus disseminatus (Pers.) J.E.Lange, Trametes hirsuta (Wulfen) Lloyd, Trametes versicolor (L.) Lloyd, Agromyza alnibetulae Hendel, 1931, Syngrapha parilis (Hübner, 1809))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1375658 records from 1680 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006291-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17607868
title: Integrating A Large Language Model Into Search-based Automated Program Repair: Experiment Results

description: The results of the experiments presented in the paper "Integrating A Large Language Model Into Search-based Automated Program Repair" at SANER 2026.

geneseer-saner-2026.zip contains the implementation of the approaches, geneseer-1.0.0-SNAPSHOT-jar-with-dependencies.jar contains the built version of the tool (executable JAR).

The three JSON files contain the raw experiment output. The format is a list of objects for each bug-repair attempt. Each such execution has the following fields:



id

executionIndex

commandLine (list of the command-line to launch the repair tool)

exitStatus (of the repair tool process)

result (the result object, as documented in the README of the geneseer tool)

logOutput

started (timestamp)

ended (timestamp)


data.ods contains and aggregated overview of the repair results, as well as the diagrams presented in the paper.
DOI: 10.5281/zenodo.18198745
title: Integrating A Large Language Model Into Search-based Automated Program Repair: Experiment Results

description: The results of the experiments presented in the paper "Integrating A Large Language Model Into Search-based Automated Program Repair" at SANER 2026.

geneseer-saner-2026.zip contains the implementation of the approaches, geneseer-1.0.0-SNAPSHOT-jar-with-dependencies.jar contains the built version of the tool (executable JAR).

The three JSON files contain the raw experiment output. The format is a list of objects for each bug-repair attempt. Each such execution has the following fields:



id

executionIndex

commandLine (list of the command-line to launch the repair tool)

exitStatus (of the repair tool process)

result (the result object, as documented in the README of the geneseer tool)

logOutput

started (timestamp)

ended (timestamp)


data.ods contains and aggregated overview of the repair results, as well as the diagrams presented in the paper.