cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29896328.v3
title: LLM-Generated Text-to-SQL Verification Methods and Benchmark

description: This repository contains the source code, evaluation results, and a new verification benchmark developed for our research on LLM-generated SQL verification.We propose and evaluate two novel LLM-based SQL verification methods. To advance research in this area, we have constructed a dedicated LLM-generated text-to-SQL verification benchmark. Unlike traditional generation-focused benchmarks, which only contain "gold" SQL queries, our benchmark provides a mix of labeled correct and incorrect SQL queries for a given natural language question. This allows for a more comprehensive evaluation of verification algorithms, enabling the measurement of both False Acceptance Rate (FAR) and False Rejection Rate (FRR).This benchmark is derived from the development sets of three popular Text-to-SQL generation benchmarks: BIRD, Spider, and KaggleDBQA. We hope that by providing this dataset, we can contribute to the ongoing improvement of Text-to-SQL verification systems. The benchmark data includes the original natural language questions, database schemas, and our generated candidate SQL queries, each labeled as either correct or incorrect based on execution-based ground truth.We are also sharing the complete source code for our proposed SQL verification methods, as well as the implementation for the SQL Critique baseline method, which is commonly used in recent Text-to-SQL generation pipelines. The code allows for the reproduction of our verification experiments and the evaluation of other verification algorithms on our new benchmark.
DOI: 10.15468/dl.fg8kvx
title: Occurrence Download

description: A dataset containing 14707 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is Spain",
 "OccurrenceStatus is Present",
 "TaxonKey is Lycopodiopsida"
 ]
}

 The dataset includes 14707 records from 144 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032999-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nbzwqw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Magallana gigas",
 "Country is Costa Rica",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033000-250811113504898/datasets/export for details.
DOI: 10.15468/dl.zf6vhp
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Magallana gigas",
 "Country is Croatia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 43 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033001-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5xvst5
title: Occurrence Download

description: A dataset containing 80078 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United States of America",
 "TaxonKey is Pieris rapae"
 ]
}

 The dataset includes 80078 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032946-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11104870
title: Data and Codes for Kim et al. "Discovering the Multisectoral Impacts of the Global Energy Sector Outcomes through Diverse Cross-ensemble Aggregation Measures"
DOI: 10.5281/zenodo.16929421
title: Data and Codes for Kim et al. "Discovering the Multisectoral Impacts of the Global Energy Sector Outcomes through Diverse Cross-ensemble Aggregation Measures"
DOI: 10.15468/dl.4cbxba
title: Occurrence Download

description: A dataset containing 405 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Magallana gigas",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 405 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033002-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.85mzbz
title: Occurrence Download

description: A dataset containing 325 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Brachyhypopomus occidentalis)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 325 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033003-250811113504898/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/12839183
title: Antutu Benchmark
DOI: 10.15468/dl.j4vgkg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Magallana gigas",
 "Country is Panama",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033004-250811113504898/datasets/export for details.
DOI: 10.15468/dl.b9877e
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Magallana gigas",
 "Country is Peru",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033005-250811113504898/datasets/export for details.
DOI: 10.15468/dl.c9tptg
title: Occurrence Download

description: A dataset containing 7672 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Eugralla paradoxa",
 "Year 1970-2025"
 ]
}

 The dataset includes 7672 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033006-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xuy2tj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Magallana gigas",
 "Country is Romania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033008-250811113504898/datasets/export for details.
DOI: 10.5067/mts02/ceres/geo_ed4_nh_l2.v01
title: SatCORPS CERES GEO Edition 4 MTSAT-2 Northern Hemisphere Version 1.0
DOI: 10.15468/dl.dm6yjs
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Paracyprichromis brieni)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 10 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033010-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5067/mts02/ceres/geo_ed4_sh_l2.v01
title: SatCORPS CERES GEO Edition 4 MTSAT-2 Southern Hemisphere Version 1.0
DOI: 10.15468/dl.8xyccw
title: Occurrence Download

description: A dataset containing 26379 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is one of (Spain, Portugal)",
 "OccurrenceStatus is Present",
 "TaxonKey is Lycopodiopsida"
 ]
}

 The dataset includes 26379 records from 181 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033009-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57680/asep.0618959
title: Data pro článek Elevated CO2 concentration alleviates the negative effect of vapour pressure deficit and soil drought on juvenile poplar growth
title: Data for paper Elevated CO2 concentration alleviates the negative effect of vapour pressure deficit and soil drought on juvenile poplar growth

description: The gasometry dataset contains preprocessed leaf-level gas exchange measurements from four LI-6400 Portable Photosynthesis Systems (LICOR, Lincoln, NE, US), distinguished as red, black, green and blue units (column Licor unit). These analysers were utilised simultaneously to assess net assimilation (Anet), stomatal conductance (gs) and transpiration. The dataset contains seven gas exchange campaigns that were carried out between DOY 210 and 245. Gas exchange measurements were always conducted between 11:30 h and 15:00 h. The WUEi was calculated as the ratio of Anet to gs, while transpiration was the product of gs and VPD. It contains values of stem, root, plant (stem+roots) dry biomass (g), and leaf area (cm2). The first column stands for the appropriate tree. The second column represents the treatment shortcut, consisting of characters based on the next three following columns with different levels of environmental factors (VPD, CO2 level, WD, D = Droughted treatment).
DOI: 10.15468/dl.jhtcu3
title: Occurrence Download

description: A dataset containing 3460 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myzus persicae (Sulzer, 1776)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3460 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010983-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2sthxx
title: Occurrence Download

description: A dataset containing 463 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Baeolophus wollweberi (Bonaparte, 1850)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is Specimen",
 "Year is greater than or equal to 1810",
 "Year is less than or equal to 2019",
 "Month is greater than or equal to April",
 "Month is less than or equal to September",
 "EventDate is not null",
 "Country is United States of America",
 "Geometry POLYGON((-63 22, -63 51, -126 51, -126 22, -63 22))"
 ]
}

 The dataset includes 463 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010981-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.47wd8f
title: Occurrence Download

description: A dataset containing 21572 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Estudios bióticos (Plantas, Fauna Edáfica, Anfibios y Aves) en los Complejos de páramos Guantiva - La Rusia"
 ]
}

 The dataset includes 21572 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003525-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k2nd46
title: Occurrence Download

description: A dataset containing 6282 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calliope calliope (Pallas, 1776)",
 "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 6282 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003526-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ff6zy
title: Occurrence Download

description: A dataset containing 2526 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 Hydriastele H.Wendl. & Drude"
 ]
}

 The dataset includes 2526 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003528-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f6z6sh
title: Occurrence Download

description: A dataset containing 8888 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is Agaricus arvensis Schaeff.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8888 records from 277 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003529-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kz6eb3
title: Occurrence Download

description: A dataset containing 162 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-73.85267 40.70722,-73.85063 40.70679,-73.84895 40.7064,-73.84746 40.70605,-73.84645 40.70585,-73.84584 40.70568,-73.84514 40.7056,-73.84502 40.70562,-73.84459 40.70538,-73.84408 40.70534,-73.8431 40.70487,-73.84281 40.70482,-73.84251 40.70476,-73.84187 40.70416,-73.84125 40.70426,-73.84093 40.7039,-73.84025 40.70363,-73.83986 40.7035,-73.83874 40.70327,-73.83849 40.70338,-73.83947 40.704,-73.83959 40.70415,-73.84119 40.70468,-73.84187 40.70506,-73.84226 40.70533,-73.84258 40.70524,-73.84375 40.70569,-73.84432 40.70576,-73.84532 40.70605,-73.84624 40.70618,-73.84645 40.70622,-73.84674 40.70642,-73.8478 40.70653,-73.84808 40.70665,-73.8494 40.70693,-73.85 40.70722,-73.85225 40.70738,-73.85267 40.70722))",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 162 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003530-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3czzc5
title: Occurrence Download

description: A dataset containing 3850 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Vincetoxicum rossicum (Kleopow) Barbar.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is Canada",
 "Year is one of (1900, 1901, 1902, 1903, 1904, 1905, 1906, 1907, 1908, 1909, 1910, 1911, 1912, 1913, 1914, 1915, 1916, 1917, 1918, 1919, 1920, 1921, 1922, 1923, 1924, 1925, 1926, 1927, 1928, 1929, 1930, 1931, 1932, 1933, 1934, 1935, 1936, 1937, 1938, 1939, 1940, 1941, 1942, 1943, 1944, 1945, 1946, 1947, 1948, 1949, 1950, 1951, 1952, 1953, 1954, 1955, 1956, 1957, 1958, 1959, 1960, 1961, 1962, 1963, 1964, 1965, 1966, 1967, 1968, 1969, 1970, 1971, 1972, 1973, 1974, 1975, 1976, 1977, 1978, 1979, 1980, 1981, 1982, 1983, 1984, 1985, 1986, 1987, 1988, 1989, 1990, 1991, 1992, 1993, 1994, 1995, 1996, 1997, 1998, 1999, 2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024)"
 ]
}

 The dataset includes 3850 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003531-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/7pqw-yj15
title: "Hybrid Microgrid Protection"

description: "Data set for Hybrid Microgrid Protection"
DOI: 10.15468/dl.nswjq7
title: Occurrence Download

description: A dataset containing 21848 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Callipepla californica (Shaw, 1798)",
 "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 21848 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003533-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.br4kyu
title: Occurrence Download

description: A dataset containing 5444 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 Peromyscus crinitus (Merriam, 1891)",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 5444 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003534-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9amcpn
title: Occurrence Download

description: A dataset containing 33246 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is South East Fishery (SEF) Ecosystem Study 1993-1996: Fish Diet Data. Australia (1993-1997)"
 ]
}

 The dataset includes 33246 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003532-250515123054153/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/11851232
title: Balochi Language to English Translation Dataset
DOI: 10.15468/dl.b6ne86
title: Occurrence Download

description: A dataset containing 637 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Monocorophium acherusicum (A.Costa, 1853)"
 ]
}

 The dataset includes 637 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003535-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gac3v4
title: Occurrence Download

description: A dataset containing 3864 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Callonetta leucophrys (Vieillot, 1816)",
 "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 3864 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003539-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fe33ua
title: Occurrence Download

description: A dataset containing 17432 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Potential host plant records recovered from ECOAB wild bee collection, Mexico"
 ]
}

 The dataset includes 17432 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003538-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4wbfum
title: Occurrence Download

description: A dataset containing 1728 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 Hydrochorea Barneby & J.W.Grimes"
 ]
}

 The dataset includes 1728 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003536-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g8cfds
title: Occurrence Download

description: A dataset containing 33958 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is University of Tartu Natural History Museum and Botanical Garden DNA and Environmental Sample Collections"
 ]
}

 The dataset includes 33958 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003540-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nhuzhg
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caltha phylloptera A.W.Hill"
 ]
}

 The dataset includes 51 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003542-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n2v5tz
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-73.84945 40.69827,-73.84924 40.6983,-73.85033 40.69995,-73.85169 40.70168,-73.85416 40.70477,-73.85437 40.70493,-73.85454 40.70517,-73.85469 40.70495,-73.85305 40.70287,-73.85093 40.70021,-73.84945 40.69827))",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 75 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003541-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f7r4w5
title: Occurrence Download

description: A dataset containing 5394 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calonectris borealis (Forster, 1772)",
 "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 5394 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003544-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.