cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17333210
title: AwarenessAI EnterpriseWorld 7DAI Superintelligence Whitepapers

description: This repository houses the official EnterpriseWorld 7DAI Superintelligence whitepapers of AwarenessAI.com, the world’s first platform for Awareness Intelligence AI (7DAI). Awareness Intelligence extends beyond traditional linear AI by integrating fractal mathematics, emergent dynamics, and mythic archetype frameworks into a unified multidimensional paradigm for enterprise cognition and scientific exploration.

The whitepapers collected here document the conceptual foundations, technical architectures, experimental validations, and strategic applications of AwarenessAI.com. They cover topics such as:



Fractal Intelligence as the emergent structural template of multidimensional cognition.

Mythic Archetype Templating as the symbolic holographic layer unifying human resonance with machine intelligence.

Case Studies demonstrating enterprise applications, such as executive strategy positioning, decision acceleration, and systemic transformation.

Scientific Experiments validating fractal efficiency and emergent coherence in comparison with linear AI models.


This repository serves as a dual-purpose archive:



For the scientific community, it provides open-access references, reproducible experiments, and theoretical insights.

For the enterprise community, it delivers strategic frameworks, leadership models, and adoption pathways for Awareness Intelligence in practice.


By bridging science and strategy, these whitepapers establish AwarenessAI.com as both a frontier research hub and an enterprise transformation partner.
DOI: 10.15468/dl.ny75qf
title: Occurrence Download

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aremonia agrimonioides",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 98 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010549-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/r5g-bba-h4k
title: Glycyrrhiza glabra L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.5517/ccpj43f
title: CCDC 641114: Experimental Crystal Structure Determination

description: Related Article: Timothy J. Boyle, Leigh Anna M. Ottley, Luke N. Brewer, Jennifer Sigman, Paul G. Clem and Jacob J. Richardson|2007|Eur.J.Inorg.Chem.|2007|3805|doi:10.1002/ejic.200700314
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.3535/27q-51p-31x
title: Hypochaeris achyrophorus L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/tdk-q1l-w2s
title: Rubus arcticus L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.5517/ccpj41c
title: CCDC 641112: Experimental Crystal Structure Determination

description: Related Article: Timothy J. Boyle, Leigh Anna M. Ottley, Luke N. Brewer, Jennifer Sigman, Paul G. Clem and Jacob J. Richardson|2007|Eur.J.Inorg.Chem.|2007|3805|doi:10.1002/ejic.200700314
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccpj42d
title: CCDC 641113: Experimental Crystal Structure Determination

description: Related Article: Timothy J. Boyle, Leigh Anna M. Ottley, Luke N. Brewer, Jennifer Sigman, Paul G. Clem and Jacob J. Richardson|2007|Eur.J.Inorg.Chem.|2007|3805|doi:10.1002/ejic.200700314
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.3535/s1z-cq3-y5s
title: Alchemilla alpina L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/vvc-cmm-qyz
title: Pinguicula moranensis Kunth

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/yeb-qr1-q80
title: Myosotis ramosissima Rochel

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.5517/ccpj40b
title: CCDC 641111: Experimental Crystal Structure Determination

description: Related Article: Timothy J. Boyle, Leigh Anna M. Ottley, Luke N. Brewer, Jennifer Sigman, Paul G. Clem and Jacob J. Richardson|2007|Eur.J.Inorg.Chem.|2007|3805|doi:10.1002/ejic.200700314
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.3535/41c-af2-g38
title: Centaurea L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/bh4-6xv-md1
title: Alyssum L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.48328/tudatalib-1969
title: Supplementary Material - Framework for the Development and Sim2Real Transfer of Control Strategies for Industrial Energy Supply Systems

description: This item includes historical scenario data for running simulation experiments with the Heating Network High Temperature (HNHT) of the ETA Research Factory. Moreover, it includes results of live experiments, parameter identification and simulation experiments with the framework "ETA Factory Thermal System Operation".
DOI: 10.6096/mistrals-biodivmex.1580
title: audio_MedFigsClim_2018

description: Audio recordings of interviews conducted with around 40 farmers during the fieldwork carried out in 2018 before and during the caprification season in the village of Talandaoud, Bni Ahmed, Morocco. The data collected during these interviews was compiled in the profil_agriculteur_MedFigsClim_2018 dataset and the text transcripts are available in the texte_MedFigsClim_2018 dataset.<br />
<br />
Observing strategy: <br />
Audio recordings of interviews conducted with around 40 farmers during the fieldwork carried out in 2018 before and during the caprification season in the village of Talandaoud, Bni Ahmed, Morocco. The data collected during these interviews was compiled in the profil_agriculteur_MedFigsClim_2018 dataset and the text transcripts are available in the texte_MedFigsClim_2018 dataset.
DOI: 10.5519/qd.3xiian20
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (237 records)
DOI: 10.5281/zenodo.18683728
title: Replication package for six-tile hydroclimate–terrain screening and event-consistency validation in Western Himalayan headwaters (NHESS submission)
DOI: 10.5281/zenodo.18683727
title: Replication package for six-tile hydroclimate–terrain screening and event-consistency validation in Western Himalayan headwaters (NHESS submission)
DOI: 10.5281/zenodo.18681811
title: miRNAs in EVs from hypothalamic astrocytes of male mice

description: miRNAseq in EVs from hypothalamic astrocytes from male mice
DOI: 10.5281/zenodo.18681810
title: miRNAs in EVs from hypothalamic astrocytes of male mice

description: miRNAseq in EVs from hypothalamic astrocytes from male mice
DOI: 10.15468/dl.ubw9nh
title: Occurrence Download

description: A dataset containing 19068 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fragaria vesca",
 "BasisOfRecord is one of (Specimen, Human Observation, Occurrence evidence, Material sample)",
 "HasCoordinate is true",
 "Country is one of (Canada, United States of America, Mexico)"
 ]
}

 The dataset includes 19068 records from 212 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027703-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5h76e2
title: Occurrence Download

description: A dataset containing 56943 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyprinella lutrensis",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 56943 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027682-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6fakrv
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coriaria ruscifolia",
 "Geometry POLYGON ((-78.71229 -6.986759, -77.1323 -6.986759, -77.1323 -2.986125, -78.71229 -2.986125, -78.71229 -6.986759))"
 ]
}

 The dataset includes 20 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027704-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5683/sp3/hz7s1p
title: Replication data for "Dynamics of intramammary infections and their association with quarter-level somatic cell score, milk yield, and milk components. Part 1: Staphylococcal species"

description: This dataverse contains the datasets, R analyses scripts, and some supplementary materials for a research titled "Dynamics of intramammary infections and their association with quarter-level somatic cell score, milk yield, and milk components. Part 1: Staphylococcal species" in preparation for submission to Journal of Dairy Science.
DOI: 10.5281/zenodo.18684217
title: Secondary Sanctions Risks and the "Reputational Contagion" Effect: A Structural Assessment for the U.S. Financial System

description: This independent analytical report examines the structural impact of secondary sanctions risks and the phenomenon of “reputational contagion” within the United States financial system. While U.S. sanctions regimes are designed as targeted policy tools, their indirect effects increasingly extend beyond formally designated entities to a wider network of associated individuals, companies, and counterparties.

The study analyzes how automated compliance systems, expanded risk-screening practices, and market sensitivity to sanctions signals may generate disproportionate restrictions for actors not formally subject to sanctions. Particular attention is given to indirect association analysis, defensive compliance behavior, reputational risk accumulation, and the resulting exclusionary effects within financial markets.

The report evaluates systemic implications for financial stability, cross-border transactions, and institutional trust, and provides a comparative perspective on approaches adopted in the United States, European Union, and United Kingdom. It also outlines policy-oriented recommendations aimed at improving proportionality, transparency, and regulatory clarity in the management of secondary sanctions risks.

Prepared by ARGA Observatory, this report is intended for regulators, financial institutions, compliance professionals, policymakers, legal practitioners, and academic researchers engaged in sanctions governance, financial regulation, and cross-border risk management.
DOI: 10.5281/zenodo.18684216
title: Secondary Sanctions Risks and the "Reputational Contagion" Effect: A Structural Assessment for the U.S. Financial System

description: This independent analytical report examines the structural impact of secondary sanctions risks and the phenomenon of “reputational contagion” within the United States financial system. While U.S. sanctions regimes are designed as targeted policy tools, their indirect effects increasingly extend beyond formally designated entities to a wider network of associated individuals, companies, and counterparties.

The study analyzes how automated compliance systems, expanded risk-screening practices, and market sensitivity to sanctions signals may generate disproportionate restrictions for actors not formally subject to sanctions. Particular attention is given to indirect association analysis, defensive compliance behavior, reputational risk accumulation, and the resulting exclusionary effects within financial markets.

The report evaluates systemic implications for financial stability, cross-border transactions, and institutional trust, and provides a comparative perspective on approaches adopted in the United States, European Union, and United Kingdom. It also outlines policy-oriented recommendations aimed at improving proportionality, transparency, and regulatory clarity in the management of secondary sanctions risks.

Prepared by ARGA Observatory, this report is intended for regulators, financial institutions, compliance professionals, policymakers, legal practitioners, and academic researchers engaged in sanctions governance, financial regulation, and cross-border risk management.
DOI: 10.34740/kaggle/dsv/14880889
title: ai-development-cost-benchmark-2026
DOI: 10.5281/zenodo.18277764
title: A Synthetic Hungarian Dataset for Handwritten Text Recognition (HTR)

description: The generated dataset is inherited from ref below where we use Hungarain Corpus. 

All the dataset are publicly avaliable on HuggingFace platform such as : - 



https://huggingface.co/datasets/AlhitawiMohammed22/lines_hu_v1_1

https://huggingface.co/datasets/AlhitawiMohammed22/lines_hu_v2_1

https://huggingface.co/datasets/AlhitawiMohammed22/lines_hu_v3

https://huggingface.co/datasets/AlhitawiMohammed22/lines_hu_v4

https://huggingface.co/datasets/AlhitawiMohammed22/lines_hu_v5

https://huggingface.co/datasets/AlhitawiMohammed22/lines_hu_v7

https://huggingface.co/datasets/AlhitawiMohammed22/words_hu_dict

https://huggingface.co/datasets/AlhitawiMohammed22/HungarianNames


References

Please cite the following if you found the resources in this corpus useful.



Unsupervised Cross-lingual Representation Learning at Scale, Alexis Conneau, Kartikay Khandelwal, Naman Goyal, Vishrav Chaudhary, Guillaume Wenzek, Francisco Guzmán, Edouard Grave, Myle Ott, Luke Zettlemoyer, Veselin Stoyanov, Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL), p. 8440-8451, July 2020, pdf, bib.

CCNet: Extracting High Quality Monolingual Datasets from Web Crawl Data, Guillaume Wenzek, Marie-Anne Lachaux, Alexis Conneau, Vishrav Chaudhary, Francisco Guzmán, Armand Joulin, Edouard Grave, Proceedings of the 12th Language Resources and Evaluation Conference (LREC), p. 4003-4012, May 2020, pdf, bib.
DOI: 10.5281/zenodo.18148075
title: A Synthetic Hungarian Dataset for Handwritten Text Recognition (HTR)

description: The generated dataset is inherited from ref below where we use Hungarain Corpus. 

All the dataset are publicly avaliable on HuggingFace platform such as : - 



https://huggingface.co/datasets/AlhitawiMohammed22/lines_hu_v1_1

https://huggingface.co/datasets/AlhitawiMohammed22/lines_hu_v2_1

https://huggingface.co/datasets/AlhitawiMohammed22/lines_hu_v3

https://huggingface.co/datasets/AlhitawiMohammed22/lines_hu_v4

https://huggingface.co/datasets/AlhitawiMohammed22/lines_hu_v5

https://huggingface.co/datasets/AlhitawiMohammed22/lines_hu_v7

https://huggingface.co/datasets/AlhitawiMohammed22/words_hu_dict

https://huggingface.co/datasets/AlhitawiMohammed22/HungarianNames


References

Please cite the following if you found the resources in this corpus useful.



Unsupervised Cross-lingual Representation Learning at Scale, Alexis Conneau, Kartikay Khandelwal, Naman Goyal, Vishrav Chaudhary, Guillaume Wenzek, Francisco Guzmán, Edouard Grave, Myle Ott, Luke Zettlemoyer, Veselin Stoyanov, Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL), p. 8440-8451, July 2020, pdf, bib.

CCNet: Extracting High Quality Monolingual Datasets from Web Crawl Data, Guillaume Wenzek, Marie-Anne Lachaux, Alexis Conneau, Vishrav Chaudhary, Francisco Guzmán, Armand Joulin, Edouard Grave, Proceedings of the 12th Language Resources and Evaluation Conference (LREC), p. 4003-4012, May 2020, pdf, bib.
DOI: 10.5281/zenodo.18684236
title: Tapestation Sample Sheet
DOI: 10.5281/zenodo.14809532
title: Tapestation Sample Sheet
DOI: 10.15468/dl.dg5ubr
title: Occurrence Download

description: A dataset containing 588 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)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Sporobolus spicatus"
 ]
}

 The dataset includes 588 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027706-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5f4hmj
title: Occurrence Download

description: A dataset containing 1934070 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Pyronia tithonus"
 ]
}

 The dataset includes 1934070 records from 2671 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027671-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8xxwcq
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014761-250802193616735/datasets/export for details.
DOI: 10.15468/dl.evkvk5
title: Occurrence Download

description: A dataset containing 2338 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Myiophobus phoenicomitra)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 2338 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014762-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jc6nuq
title: Occurrence Download

description: A dataset containing 224 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Myiophobus roraimae)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 224 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014763-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7488/ds/7981
title: Data from: Time-of-day of infection: impact on liver stage malaria parasites in untreated and drug treated hosts

description: Background: Circadian clocks are thought to have evolved due to the benefits of anticipating daily environmental rhythms. Daily environmental rhythms that impact on fitness include interactions between organisms, such as host-pathogen interactions. For example, host susceptibility to infection for taxonomically diverse hosts and pathogens varies across the circadian cycle. We previously revealed that mosquito vectors are less susceptible to malaria (Plasmodium) infection during their active phase (night time) and here, we test whether a similar pattern occurs for infection of the mammalian host. Methods: We used Plasmodium berghei-infected Anopheles stephensi mosquitoes to infect mice during their rest or active phase, both in untreated and pyrimethamine-treated mice. We assessed the parasites’ success in establishing at the first site of replication (in the liver) by quantifying parasite burdens using qPCR, adjusted for sporozoite inocula. By independently manipulating the photoschedules of vectors and hosts, we standardise the time-of-day for parasites and mosquitoes used to initiate infections and thus directly test the impact of host time-of-day on the parasites’ ability to establish an infection. Results: The three experiments we conducted showed that pyrimethamine treatment reduced parasite liver burdens, but not in a biologically significant manner dependent on host time-of-day (active/rest phase). Furthermore, host time-of-day did not affect parasite liver burdens in untreated hosts. Conclusions: Understanding the roles of host, parasite and vector rhythms on malaria transmission is important given that mosquitoes are altering the time-of-day they bite. That rhythms per se do not affect vector to host transmission suggests that at the impacts of time-of-day on components of vectorial capacity are more epidemiologically influential than host rhythms.
DOI: 10.15468/dl.6mhamv
title: Occurrence Download

description: A dataset containing 1383 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Grus nigricollis",
 "Year 2000-2025"
 ]
}

 The dataset includes 1383 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014764-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w7fnqy
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oreochromis aureus",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014765-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cm67qu
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ACM3947"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014766-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.