cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.capnq4
title: Occurrence Download

description: A dataset containing 155 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cyanolyca nanus (Du Bus de Gisignies, 1847)"
 ]
}

 The dataset includes 155 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001733-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vzfvzx
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Mitracarpus brasiliensis M.L.Porto & J.L.Wächt."
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0107400-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hzngyr
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pimpinella anisoides V.Brig.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 25 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004549-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mebtnd
title: Occurrence Download

description: A dataset containing 992 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "TaxonKey is Cedrela odorata L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 992 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000148-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fdkcn6
title: Occurrence Download

description: A dataset containing 55339 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((6.075 52.475,6.125 52.475,6.125 52.525,6.075 52.525,6.075 52.475))",
 "DatasetKey is Observation.org, Nature data from around the World",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 55339 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0307177-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lrb22q
title: Occurrence Download

description: A dataset containing 2856 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myiodynastes maculatus (Statius Muller, 1776)",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-60.73 -35.63,-60.73 -3.11,-5.62 -3.11,-5.62 -35.63,-60.73 -35.63))"
 ]
}

 The dataset includes 2856 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009321-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wbbqvb
title: Occurrence Download

description: A dataset containing 12587 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Potamogeton lucens L.",
 "HasCoordinate is true",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 12587 records from 183 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003546-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4khfax
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oostethus jagorii (Peters, 1868)"
 ]
}

 The dataset includes 46 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0346891-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ayzgrm
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Lutjanus coeruleolineatus (Rüppell, 1838)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 18 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000144-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ypaf9w
title: Occurrence Download

description: A dataset containing 1802 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 6.77501729576526",
 "DecimalLongitude is less than 6.77807684894965",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 1802 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003509-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.72j9zh
title: Occurrence Download

description: A dataset containing 3736 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-124.84863 50.4451,-124.92588 39.46838,-115.30838 29.41486,-107.80163 31.52115,-110.89497 40.91103,-116.18351 48.56644,-124.84863 50.4451))",
 "TaxonKey is Pachydiplax longipennis (Burmeister, 1839)"
 ]
}

 The dataset includes 3736 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0116279-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5fn9q1
title: Occurrence Download

description: A dataset containing 5534 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Colinus nigrogularis (Gould, 1843)"
 ]
}

 The dataset includes 5534 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000135-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aaz73m
title: Occurrence Download

description: A dataset containing 966 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Abrus fruticulosus Wall. ex Wight & Arn.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 966 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003549-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x94tv9
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coryphantha longicornis Boed."
 ]
}

 The dataset includes 32 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120850-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2d8pq3
title: Occurrence Download

description: A dataset containing 1261 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Strix fulvescens (P.L.Sclater & Salvin, 1868)"
 ]
}

 The dataset includes 1261 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000139-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yt9s39
title: Occurrence Download

description: A dataset containing 1908 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Knautia drymeia Heuff.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1908 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004564-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e5z732
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Geometry POLYGON((-145.40448 29.02944,-60.59552 29.02944,-60.59552 62.97056,-145.40448 62.97056,-145.40448 29.02944))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lilium philadelphicum var. andinum Ker Gawl."
 ]
}

 The dataset includes 61 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120846-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.abhkns
title: Occurrence Download

description: A dataset containing 16137 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rana catesbeiana Shaw, 1802"
 ]
}

 The dataset includes 16137 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000160-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qr8ttd
title: Occurrence Download

description: A dataset containing 247 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pilosella scandinavica (Dahlst.) Schljakov",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 247 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004600-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xhydvv
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "Geometry POLYGON((-94.74472 16.20071,-94.64859 16.20621,-94.5195 16.19797,-94.4014 16.16776,-94.26132 16.12656,-94.01413 16.00571,-93.97018 16.98624,-94.65134 17.19498,-94.83536 16.54678,-94.74472 16.20071))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Gerreidae"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088892-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8sxs8k
title: Occurrence Download

description: A dataset containing 9834699 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Ecuador"
 ]
}

 The dataset includes 9834699 records from 2070 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004550-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tc6v79
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Dominican Republic",
 "TaxonKey is Cyperus laxus Lam."
 ]
}

 The dataset includes 9 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026061-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ewfhy
title: Occurrence Download

description: A dataset containing 2163 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Capros aper (Linnaeus, 1758)"
 ]
}

 The dataset includes 2163 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026062-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mgj2zr
title: Occurrence Download

description: A dataset containing 153073 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acer negundo L.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 153073 records from 1108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026046-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vby8p3
title: Occurrence Download

description: A dataset containing 5030 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Qualea grandiflora Mart., Qualea ecalcarata Mart.)"
 ]
}

 The dataset includes 5030 records from 181 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026060-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48677/80e6ffe4-eb5e-49f4-beb2-ade497d0702e
title: Verwaltungsgrenzen (VGD) INSPIRE Stichtag 01.12.2020

description: Die Verwaltungsgrenzen Stichtag beinhalten die Grenzen der Verwaltungseinheiten Österreichs entsprechend der INSPIRE Richtlinie harmonisiert. 

Die Daten sind für folgende Grenzen vorhanden: 
1) Katastralgemeindegrenze
2) Gemeindegrenze
3) Bezirksgrenze
4) Bundesländergrenze
5) Staatsgrenze

Stichtag = Erstellungsdatum:
Die Daten sind zu diesem Tag der aktuellste Datenbestand des BEV.
Dies ist nicht ident mit dem Aufnahme- bzw. Vermessungsdatum.
DOI: 10.15468/dl.8p5fru
title: Occurrence Download

description: A dataset containing 1311 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Dreissena polymorpha (Pallas, 1771)"
 ]
}

 The dataset includes 1311 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026063-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gukz5a
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lepisiota frauenfeldi (Mayr, 1855)",
 "Country is Australia",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 51 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026064-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rb22rg
title: Occurrence Download

description: A dataset containing 21908 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Agave americana L.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 21908 records from 220 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026065-241107131044228/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.27879981
title: Misophonia tools systematic review data

description: This file contains the data from our systematic review on misophonia assessment tools, including general characteristics of each tool and psychometric properties.
DOI: 10.15468/dl.wg9m8y
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Dominican Republic",
 "TaxonKey is Porophyllum ruderale (Jacq.) Cass."
 ]
}

 The dataset includes 35 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026067-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eet4hy
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Agave fourcroydes Lem.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 141 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026068-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ckmv86
title: Occurrence Download

description: A dataset containing 9911 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Handroanthus chrysanthus, Handroanthus chrysanthus pluvicola, Handroanthus chrysanthus meridionalis, Handroanthus chrysanthus chrysanthus)"
 ]
}

 The dataset includes 9911 records from 320 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065372-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/8aphgh
title: Maxwelleus, a new genus of Curculionidae from the Himalayas, with two new species (Coleoptera: Curculionidae: Molytinae: Euderini)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Abstract, Massimo Meregalli (2022): Maxwelleus, a new genus of Curculionidae from the Himalayas, with two new species (Coleoptera: Curculionidae: Molytinae: Euderini). Zootaxa 5105 (2): 281-288, DOI: 10.11646/zootaxa.5105.2.7ABSTRACTThe new genus Maxwelleus, with two new species, M. tibetanus (China, Tibet) and M. birmanus (Myanmar [Burma]), is described and illustrated. The new genus is immediately recognized by large body size (12.5-13.8 mm), pronotum with a distinct transverse groove or constriction behind apex and elytra with narrow but distinct transverse patches of yellow scales. A key to the species is given.
DOI: 10.5281/zenodo.15238052
title: LLM-Generated Java Programming MCQ Dataset with Bloom-Level Annotations

description: # LLM-Generated MCQ Dataset with Bloom-Level Annotations

This dataset contains 5,070 multiple-choice questions generated by GPT-3.5 and Gemini across 13 Java programming concepts and 5 Bloom's Taxonomy levels. Each entry includes:

- The question stem- Answer options (A–D)- Correct answer- Explanations for each option- Intended Bloom level (from prompt)- Inferred Bloom level (from Claude-3 evaluation)- Bloom alignment score- Explanation clarity, relevance, and answer accuracy scores- A mismatch flag for cognitive misalignment

## Format

Provided as a single CSV file with the following fields:- `question`, `option_A`, ..., `option_D`, `correct_answer`- `bloom_level`, `inferred_bloom`, `bloom_mismatch`- `explanation`, `explainability_score`, `accuracy_score`, etc.

## License

This dataset is shared under the [CC-BY 4.0](https://creativecommons.org/licenses/by/4.0/) license.

## Citation

If you use this dataset, please cite:

> Yetunde Folajimi. (2025). *Explainability-Driven Detection of Cognitive Misalignments in AI-Generated Educational Content* [Dataset]. Zenodo. https://doi.org/15238053

## Contact

For questions or collaboration, contact: folajimiy@wit.edu
DOI: 10.5281/zenodo.15238053
title: LLM-Generated Java Programming MCQ Dataset with Bloom-Level Annotations

description: # LLM-Generated MCQ Dataset with Bloom-Level Annotations

This dataset contains 5,070 multiple-choice questions generated by GPT-3.5 and Gemini across 13 Java programming concepts and 5 Bloom's Taxonomy levels. Each entry includes:

- The question stem- Answer options (A–D)- Correct answer- Explanations for each option- Intended Bloom level (from prompt)- Inferred Bloom level (from Claude-3 evaluation)- Bloom alignment score- Explanation clarity, relevance, and answer accuracy scores- A mismatch flag for cognitive misalignment

## Format

Provided as a single CSV file with the following fields:- `question`, `option_A`, ..., `option_D`, `correct_answer`- `bloom_level`, `inferred_bloom`, `bloom_mismatch`- `explanation`, `explainability_score`, `accuracy_score`, etc.

## License

This dataset is shared under the [CC-BY 4.0](https://creativecommons.org/licenses/by/4.0/) license.

## Citation

If you use this dataset, please cite:

> Yetunde Folajimi. (2025). *Explainability-Driven Detection of Cognitive Misalignments in AI-Generated Educational Content* [Dataset]. Zenodo. https://doi.org/15238053

## Contact

For questions or collaboration, contact: folajimiy@wit.edu
DOI: 10.17632/k6gzb39f7d.1
title: CyberSecurity Audit Model -CSAM 2.0 dataset

description: CSAM 2.0 implementation and validation
DOI: 10.15468/dl.9cb4yw
title: Occurrence Download

description: A dataset containing 1099875 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Country is Ecuador",
 "Geometry POLYGON((-80.86475 -2.25250,-76.79746 -2.25250,-76.79746 -0.62489,-80.86475 -0.62489,-80.86475 -2.25250))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2010-2024"
 ]
}

 The dataset includes 1099875 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001831-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-27170
title: LAPD meeting notes, 1991 Apr. 23 - July 9

description: Handwritten notes from several LAPD staff and working group meetings regarding the Rodney King incident. PART OF A SERIES: The series pertains to the work of Munger, Tolles & Olson, the firm responsible for coordinating the activities and proceedings of the Independent Commission's legal counsel. Included are legal briefs, court transcripts, and memoranda; press releases and article clippings about the Rodney King incident and the subsequent creation of the Independent Commission; summaries of witness interviews; analyses of legislation regarding the role and purview of peace officers; work plans and outlines developed by Commission staff; draft copies developed for all sections of the Commission report; supplemental materials for the report, including a copy of the Rodney King arrest log, law enforcement literature, and public opinion surveys; materials distributed and reviewed during Commission meetings; letters of interest submitted to Chairman Christopher from prospective Commission members and organizations; and lists of bills and Commission expenditures.