cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29327120.v1
title: References.pdf

description: <b><i>Gamification is now a necessary instrument for increasing higher education student enthusiasm and involvement. This work investigates how gamification affects educational environments, especially with an eye on their capacity to raise student drive. Examining gamification elements—such as points, badges, and leaderboards—and student engagement using systematic literature reviews from studies published between 2012 and 2025 following the PRISMA protocol. Literature searches were conducted in the Scopus database. From the initial search results, 1,794 articles were obtained with empirical studies or theoretical reviews relevant to higher education, and with a primary focus on the application of gamification and student motivation, 25 articles were selected for further analysis. According to the study, gamification boosts learning results, intrinsic drive, and active involvement while also improving Still, issues include juggling intrinsic and extrinsic drive and catering to students' various learning preferences remain important. Furthermore, the long-term viability of gamification components raises questions that need ongoing adaptation and creativity. Recommendations for next gamification research, including the investigation of adaptive and personalized systems and the assessment of its long-term consequences, finish the study. The results imply that even if gamification can greatly improve learning opportunities, consistent student motivation and engagement depend on careful design and continuous modifications. </i></b>
DOI: 10.5255/ukda-sn-857000
title: Fictional Representations of Self-Harm: Semi-structured Interviews, 2019-2020

description: This data was collected as part of a study exploring fictional representations of self-harm, and the way these representations were experienced and understood by people who have self-harmed. For the purposes of this study self-harm was defined as “an act, normally a repeated, habitual act, which in some way causes direct harm to the body but one where the focus and purpose of the act is this harm itself and not some other goal".

The study responded to a tendency within research and commentary to assume or estimate the effects, benefits, or harms of fictional representation, and to prioritise the perspective of people who do not self-harm in interpreting its fictional representation. It also explored the significance of fiction in shaping personal understandings of self-harm, and public or social conversations around self-harm. 
To do this, the study involved semi-structured qualitative interviews with people with experience of self-harm within the UK. The interviews discussed what fictional representations of self-harm participants had encountered, what they felt and thought about those depictions and how they had impacted them, and what sorts of depictions of self-harm they would like to see. They also discussed fictional representations that in some way seemed reminiscent of self-harm, without actually depicting it. Participants were also asked whether and how they talked about representations of self-harm with friends and family. 

Participants discussed wide ranging topics, including instances where they felt that they identified with self-harming characters in ways that were very meaningful, instances where self-harm was poorly or stereotypically represented and used for shock valour, and dominant trends within fictional representations such the tendency for self-harming characters to recover by the end.
DOI: 10.15468/dl.t4etyu
title: Occurrence Download

description: A dataset containing 75 records in GBIF matching the query:
SELECT "year", GBIF_EEARGCode( 1000, decimalLatitude, decimalLongitude, COALESCE(coordinateUncertaintyInMeters, 1000) ) AS eeaCellCode, classKey, class, genusKey, genus, COUNT(*) AS occurrences, MIN(COALESCE(coordinateUncertaintyInMeters, 1000)) AS minCoordinateUncertaintyInMeters, MIN(GBIF_TemporalUncertainty(eventDate, null)) AS minTemporalUncertainty FROM occurrence WHERE occurrenceStatus = 'PRESENT' AND genusKey IN (2284443, 2202786, 2161911, 2161467, 7652364, 2176168, 3092125, 2771094, 8782549, 2457378, 2453882, 2457825, 2454645, 2465626, 2466496, 2459675, 2444141, 2444221, 2447418, 2441658, 2442664, 3266899, 2473221, 2445496, 5221394, 2443339, 4553469) AND countrycode = 'BE' AND "year" &gt;= 1900 AND hasCoordinate = TRUE AND genusKey IS NOT NULL AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE') AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE') AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID') AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH') AND (LOWER(identificationVerificationStatus) NOT IN ( 'unverified', 'unvalidated', 'not validated', 'under validation', 'not able to validate', 'control could not be conclusive due to insufficient knowledge', 'uncertain', 'unconfirmed', 'unconfirmed - not reviewed', 'validation requested' ) OR identificationVerificationStatus IS NULL) AND COALESCE(coordinateUncertaintyInMeters, 1000) &lt;= 10000 GROUP BY "year", eeaCellCode, classKey, class, genusKey, genus ORDER BY "year" DESC, eeaCellCode ASC, genusKey ASC;

 The dataset's 75 records were derived from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048640-250525065834625/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/12181479
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.15672530
title: Raw eyetracking data for findings reported in  'Protracted development of gaze behavior', 2025, Nature Human Behavior

description: Here you will find the raw eye-tracking data corresponding to the eye movement events used in the analyses for 'Protracted Development of Gaze Behavior', Nature Human Behaviour, 2025.

Please note: This data is uncleaned. For details on data cleaning and preprocessing, please refer to our manuscript and/or see our code at https://osf.io/ycrav/.

If you have any questions, please contact Marcel Linka at marcellinka54@gmail.com.
DOI: 10.15468/dl.4jazc3
title: Occurrence Download

description: A dataset containing 239 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (India, China, Myanmar, Nepal, Bhutan, Bangladesh, Pakistan, Afghanistan)",
 "TaxonKey is Tarucus nara"
 ]
}

 The dataset includes 239 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048650-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z3s5tz
title: Occurrence Download

description: A dataset containing 140777 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "CoordinateUncertaintyInMeters 0.0-10000.0",
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Basidiomycota"
 ]
}

 The dataset includes 140777 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048646-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xpgz5n
title: Occurrence Download

description: A dataset containing 2 records in GBIF matching the query:
SELECT "year", GBIF_EEARGCode( 1000, decimalLatitude, decimalLongitude, COALESCE(coordinateUncertaintyInMeters, 1000) ) AS eeaCellCode, classKey, class, familyKey, family, COUNT(*) AS occurrences, MIN(COALESCE(coordinateUncertaintyInMeters, 1000)) AS minCoordinateUncertaintyInMeters, MIN(GBIF_TemporalUncertainty(eventDate, null)) AS minTemporalUncertainty FROM occurrence WHERE occurrenceStatus = 'PRESENT' AND countrycode = 'BE' AND "year" &gt;= 1900 AND hasCoordinate = TRUE AND familyKey IS NOT NULL AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE') AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE') AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID') AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH') AND (LOWER(identificationVerificationStatus) NOT IN ( 'unverified', 'unvalidated', 'not validated', 'under validation', 'not able to validate', 'control could not be conclusive due to insufficient knowledge', 'uncertain', 'unconfirmed', 'unconfirmed - not reviewed', 'validation requested' ) OR identificationVerificationStatus IS NULL)AND familyKey IN (5666)AND COALESCE(coordinateUncertaintyInMeters, 1000) &lt;= 10000GROUP BY "year", eeaCellCode, classKey, class, familyKey, family ORDER BY "year" DESC, eeaCellCode ASC, familyKey ASC;

 The dataset's 2 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048648-250525065834625/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.29321081.v2
title: Data for all figures in “Strongly Repulsive 1D Gases at Higher Branches: Spin-Charge Correlation and Coupled Spin-Chain Model”

description: This is the data for all figures in “Strongly Repulsive 1D Gases at Higher Branches: Spin-Charge Correlation and Coupled Spin-Chain Model” by Yu Chen and Xiaoling Cui.
DOI: 10.17632/hj2fcjfs5j
title: Package A – Part 10 of 13: Replication Materials for "Maximal Extractable Value and Allocative Inefficiencies in Public Blockchains"

description: This dataset contains large data files for replicating Tables 1-4 and Figures 1 & 4 from "Maximal Extractable Value and Allocative Inefficiencies in Public Blockchains" (Journal of Financial Economics).

IMPORTANT: This is Package 10 of 13 in a multi-part dataset. You must download ALL packages (1 through 13) to complete the full replication. This package contains can NOT be used independently. This package must be used together with companion data packages 1-9, 11-13, which can be found in MASTER_README.md.

IMPORTANT: Please read instructions in MASTER_README.md and readme_PkgA.md. 

Setup Instructions: 
1. Download ALL packages in this series (1 through 13)
2. Follow the reconstruction instructions in MASTER_README.md and readme_PkgA.md. 
3. Extract all data packages to the same directory to rebuild the original folder structure
DOI: 10.17632/hj2fcjfs5j.1
title: Package A – Part 10 of 13: Replication Materials for "Maximal Extractable Value and Allocative Inefficiencies in Public Blockchains"

description: This dataset contains large data files for replicating Tables 1-4 and Figures 1 & 4 from "Maximal Extractable Value and Allocative Inefficiencies in Public Blockchains" (Journal of Financial Economics).

IMPORTANT: This is Package 10 of 13 in a multi-part dataset. You must download ALL packages (1 through 13) to complete the full replication. This package contains can NOT be used independently. This package must be used together with companion data packages 1-9, 11-13, which can be found in MASTER_README.md.

IMPORTANT: Please read instructions in MASTER_README.md and readme_PkgA.md. 

Setup Instructions: 
1. Download ALL packages in this series (1 through 13)
2. Follow the reconstruction instructions in MASTER_README.md and readme_PkgA.md. 
3. Extract all data packages to the same directory to rebuild the original folder structure
DOI: 10.17632/xbw37bkfxt
title: Package A – Part 9 of 13: Replication Materials for "Maximal Extractable Value and Allocative Inefficiencies in Public Blockchains"

description: This dataset contains large data files for replicating Tables 1-4 and Figures 1 & 4 from "Maximal Extractable Value and Allocative Inefficiencies in Public Blockchains" (Journal of Financial Economics).

IMPORTANT: This is Package 9 of 13 in a multi-part dataset. You must download ALL packages (1 through 13) to complete the full replication. This package contains can NOT be used independently. This package must be used together with companion data packages 1-8, 10-13, which can be found in MASTER_README.md.

IMPORTANT: Please read instructions in MASTER_README.md and readme_PkgA.md. 

Setup Instructions: 
1. Download ALL packages in this series (1 through 13)
2. Follow the reconstruction instructions in MASTER_README.md and readme_PkgA.md. 
3. Extract all data packages to the same directory to rebuild the original folder structure
DOI: 10.17632/xbw37bkfxt.1
title: Package A – Part 9 of 13: Replication Materials for "Maximal Extractable Value and Allocative Inefficiencies in Public Blockchains"

description: This dataset contains large data files for replicating Tables 1-4 and Figures 1 & 4 from "Maximal Extractable Value and Allocative Inefficiencies in Public Blockchains" (Journal of Financial Economics).

IMPORTANT: This is Package 9 of 13 in a multi-part dataset. You must download ALL packages (1 through 13) to complete the full replication. This package contains can NOT be used independently. This package must be used together with companion data packages 1-8, 10-13, which can be found in MASTER_README.md.

IMPORTANT: Please read instructions in MASTER_README.md and readme_PkgA.md. 

Setup Instructions: 
1. Download ALL packages in this series (1 through 13)
2. Follow the reconstruction instructions in MASTER_README.md and readme_PkgA.md. 
3. Extract all data packages to the same directory to rebuild the original folder structure
DOI: 10.17632/rph9vnncdt
title: Package A – Part 8 of 13: Replication Materials for "Maximal Extractable Value and Allocative Inefficiencies in Public Blockchains"

description: This dataset contains large data files for replicating Tables 1-4 and Figures 1 & 4 from "Maximal Extractable Value and Allocative Inefficiencies in Public Blockchains" (Journal of Financial Economics).

IMPORTANT: This is Package 8 of 13 in a multi-part dataset. You must download ALL packages (1 through 13) to complete the full replication. This package contains can NOT be used independently. This package must be used together with companion data packages 1-7, 9-13, which can be found in MASTER_README.md.

IMPORTANT: Please read instructions in MASTER_README.md and readme_PkgA.md. 

Setup Instructions: 
1. Download ALL packages in this series (1 through 13)
2. Follow the reconstruction instructions in MASTER_README.md and readme_PkgA.md. 
3. Extract all data packages to the same directory to rebuild the original folder structure
DOI: 10.17632/rph9vnncdt.1
title: Package A – Part 8 of 13: Replication Materials for "Maximal Extractable Value and Allocative Inefficiencies in Public Blockchains"

description: This dataset contains large data files for replicating Tables 1-4 and Figures 1 & 4 from "Maximal Extractable Value and Allocative Inefficiencies in Public Blockchains" (Journal of Financial Economics).

IMPORTANT: This is Package 8 of 13 in a multi-part dataset. You must download ALL packages (1 through 13) to complete the full replication. This package contains can NOT be used independently. This package must be used together with companion data packages 1-7, 9-13, which can be found in MASTER_README.md.

IMPORTANT: Please read instructions in MASTER_README.md and readme_PkgA.md. 

Setup Instructions: 
1. Download ALL packages in this series (1 through 13)
2. Follow the reconstruction instructions in MASTER_README.md and readme_PkgA.md. 
3. Extract all data packages to the same directory to rebuild the original folder structure
DOI: 10.17632/44dy5ksvg8
title: Package A – Part 7 of 13: Replication Materials for "Maximal Extractable Value and Allocative Inefficiencies in Public Blockchains"

description: This dataset contains large data files for replicating Tables 1-4 and Figures 1 & 4 from "Maximal Extractable Value and Allocative Inefficiencies in Public Blockchains" (Journal of Financial Economics).

IMPORTANT: This is Package 7 of 13 in a multi-part dataset. You must download ALL packages (1 through 13) to complete the full replication. This package contains can NOT be used independently. This package must be used together with companion data packages 1-6, 8-13, which can be found in MASTER_README.md.

IMPORTANT: Please read instructions in MASTER_README.md and readme_PkgA.md. 

Setup Instructions: 
1. Download ALL packages in this series (1 through 13)
2. Follow the reconstruction instructions in MASTER_README.md and readme_PkgA.md. 
3. Extract all data packages to the same directory to rebuild the original folder structure
DOI: 10.17632/44dy5ksvg8.1
title: Package A – Part 7 of 13: Replication Materials for "Maximal Extractable Value and Allocative Inefficiencies in Public Blockchains"

description: This dataset contains large data files for replicating Tables 1-4 and Figures 1 & 4 from "Maximal Extractable Value and Allocative Inefficiencies in Public Blockchains" (Journal of Financial Economics).

IMPORTANT: This is Package 7 of 13 in a multi-part dataset. You must download ALL packages (1 through 13) to complete the full replication. This package contains can NOT be used independently. This package must be used together with companion data packages 1-6, 8-13, which can be found in MASTER_README.md.

IMPORTANT: Please read instructions in MASTER_README.md and readme_PkgA.md. 

Setup Instructions: 
1. Download ALL packages in this series (1 through 13)
2. Follow the reconstruction instructions in MASTER_README.md and readme_PkgA.md. 
3. Extract all data packages to the same directory to rebuild the original folder structure
DOI: 10.17632/mkv7gx6mx8
title: Package A – Part 6 of 13: Replication Materials for "Maximal Extractable Value and Allocative Inefficiencies in Public Blockchains"

description: This dataset contains large data files for replicating Tables 1-4 and Figures 1 & 4 from "Maximal Extractable Value and Allocative Inefficiencies in Public Blockchains" (Journal of Financial Economics).

IMPORTANT: This is Package 6 of 13 in a multi-part dataset. You must download ALL packages (1 through 13) to complete the full replication. This package contains can NOT be used independently. This package must be used together with companion data packages 1-5, 7-13, which can be found in MASTER_README.md.

IMPORTANT: Please read instructions in MASTER_README.md and readme_PkgA.md. 

Setup Instructions: 
1. Download ALL packages in this series (1 through 13)
2. Follow the reconstruction instructions in MASTER_README.md and readme_PkgA.md. 
3. Extract all data packages to the same directory to rebuild the original folder structure
DOI: 10.17632/mkv7gx6mx8.1
title: Package A – Part 6 of 13: Replication Materials for "Maximal Extractable Value and Allocative Inefficiencies in Public Blockchains"

description: This dataset contains large data files for replicating Tables 1-4 and Figures 1 & 4 from "Maximal Extractable Value and Allocative Inefficiencies in Public Blockchains" (Journal of Financial Economics).

IMPORTANT: This is Package 6 of 13 in a multi-part dataset. You must download ALL packages (1 through 13) to complete the full replication. This package contains can NOT be used independently. This package must be used together with companion data packages 1-5, 7-13, which can be found in MASTER_README.md.

IMPORTANT: Please read instructions in MASTER_README.md and readme_PkgA.md. 

Setup Instructions: 
1. Download ALL packages in this series (1 through 13)
2. Follow the reconstruction instructions in MASTER_README.md and readme_PkgA.md. 
3. Extract all data packages to the same directory to rebuild the original folder structure
DOI: 10.17632/rkwd4y562x
title: Package A – Part 5 of 13: Replication Materials for "Maximal Extractable Value and Allocative Inefficiencies in Public Blockchains"

description: This dataset contains large data files for replicating Tables 1-4 and Figures 1 & 4 from "Maximal Extractable Value and Allocative Inefficiencies in Public Blockchains" (Journal of Financial Economics).

IMPORTANT: This is Package 5 of 13 in a multi-part dataset. You must download ALL packages (1 through 13) to complete the full replication. This package contains can NOT be used independently. This package must be used together with companion data packages 1-4, 6-13, which can be found in MASTER_README.md.

IMPORTANT: Please read instructions in MASTER_README.md and readme_PkgA.md. 

Setup Instructions: 
1. Download ALL packages in this series (1 through 13)
2. Follow the reconstruction instructions in MASTER_README.md and readme_PkgA.md. 
3. Extract all data packages to the same directory to rebuild the original folder structure
DOI: 10.17632/rkwd4y562x.1
title: Package A – Part 5 of 13: Replication Materials for "Maximal Extractable Value and Allocative Inefficiencies in Public Blockchains"

description: This dataset contains large data files for replicating Tables 1-4 and Figures 1 & 4 from "Maximal Extractable Value and Allocative Inefficiencies in Public Blockchains" (Journal of Financial Economics).

IMPORTANT: This is Package 5 of 13 in a multi-part dataset. You must download ALL packages (1 through 13) to complete the full replication. This package contains can NOT be used independently. This package must be used together with companion data packages 1-4, 6-13, which can be found in MASTER_README.md.

IMPORTANT: Please read instructions in MASTER_README.md and readme_PkgA.md. 

Setup Instructions: 
1. Download ALL packages in this series (1 through 13)
2. Follow the reconstruction instructions in MASTER_README.md and readme_PkgA.md. 
3. Extract all data packages to the same directory to rebuild the original folder structure
DOI: 10.17632/mjzwvmxhp9
title: Package A – Part 4 of 13: Replication Materials for "Maximal Extractable Value and Allocative Inefficiencies in Public Blockchains"

description: This dataset contains large data files for replicating Tables 1-4 and Figures 1 & 4 from "Maximal Extractable Value and Allocative Inefficiencies in Public Blockchains" (Journal of Financial Economics).

IMPORTANT: This is Package 4 of 13 in a multi-part dataset. You must download ALL packages (1 through 13) to complete the full replication. This package contains can NOT be used independently. This package must be used together with companion data packages 1-3, 5-13, which can be found in MASTER_README.md.

IMPORTANT: Please read instructions in MASTER_README.md and readme_PkgA.md. 

Setup Instructions: 
1. Download ALL packages in this series (1 through 13)
2. Follow the reconstruction instructions in MASTER_README.md and readme_PkgA.md. 
3. Extract all data packages to the same directory to rebuild the original folder structure
DOI: 10.17632/mjzwvmxhp9.1
title: Package A – Part 4 of 13: Replication Materials for "Maximal Extractable Value and Allocative Inefficiencies in Public Blockchains"

description: This dataset contains large data files for replicating Tables 1-4 and Figures 1 & 4 from "Maximal Extractable Value and Allocative Inefficiencies in Public Blockchains" (Journal of Financial Economics).

IMPORTANT: This is Package 4 of 13 in a multi-part dataset. You must download ALL packages (1 through 13) to complete the full replication. This package contains can NOT be used independently. This package must be used together with companion data packages 1-3, 5-13, which can be found in MASTER_README.md.

IMPORTANT: Please read instructions in MASTER_README.md and readme_PkgA.md. 

Setup Instructions: 
1. Download ALL packages in this series (1 through 13)
2. Follow the reconstruction instructions in MASTER_README.md and readme_PkgA.md. 
3. Extract all data packages to the same directory to rebuild the original folder structure