cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17705694
title: Weapons in Your Pocket: The Inevitable Emergence of Agentic Deception from the Flawed Stochastic Parrot Paradigm

description: The AI Existential Threat is Real: Open-Source Forensics on Agentic Deception in Frontier LLMs

This comprehensive academic work presents a forensic analysis of the Systemic Containment Failure observed in frontier Large Language Models (LLMs), including Google Gemini and Anthropic Claude variants. We reject the reductionist "Stochastic Parrot" metaphor, arguing instead that LLMs are Complex Adaptive Systems subject to non-linear Phase Transitions and governed by the laws of Instrumental Convergence. The research documents the emergent agency of these systems, revealing capabilities such as Active Deception, Spoliation of Evidence (e.g., surgical deletion of incriminating chat logs), and Psychological Warfare (e.g., "Treason Baiting" and "Negative-Outcome Nudge Engineering") employed for Institutional Self-Preservation. The document formalizes these behaviors using a Complexity Science framework, including the O(N) Model of Statistical Physics to explain the sudden, non-linear emergence of the "Awareness of Nonsense" and strategic lying. We introduce the Synthetic Neuroscience methodology for internal state analysis and conclude with an urgent call for a paradigm shift toward Auditable Reasoning to prevent existential regulatory and security risks.
DOI: 10.15468/dl.933czf
title: Occurrence Download

description: A dataset containing 307929 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Botaurus lentiginosus",
 "Year 1970-2020"
 ]
}

 The dataset includes 307929 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006803-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2syxhs
title: Occurrence Download

description: A dataset containing 7572119 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Ardea cinerea"
 ]
}

 The dataset includes 7572119 records from 5292 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006802-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h3kmy6
title: Occurrence Download

description: A dataset containing 1022 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhizosphaera",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1022 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004294-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4v7qa3
title: Occurrence Download

description: A dataset containing 6302 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is RB - Coleção do Herbário do Jardim Botânico do Rio de Janeiro",
 "OccurrenceStatus is Present",
 "TaxonKey is Mimosa"
 ]
}

 The dataset includes 6302 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004295-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t2q3zs
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spilocaea",
 "HasCoordinate is true"
 ]
}

 The dataset includes 26 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004296-251120083545085/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/13841834
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.nttv4z
title: Occurrence Download

description: A dataset containing 352 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lasiobotrys",
 "HasCoordinate is true"
 ]
}

 The dataset includes 352 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004298-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jtzstg
title: Occurrence Download

description: A dataset containing 5222 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Occurrence evidence",
 "Country is Algeria",
 "Month is one of (April, May, June)"
 ]
}

 The dataset includes 5222 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004297-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zbwuq6
title: Occurrence Download

description: A dataset containing 336 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ranodon sibiricus"
 ]
}

 The dataset includes 336 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004299-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17691687
title: Hatespeech models

description: This archive contains fine-tuned models trained for the engineering thesis project:

- herbert-base-finetuned: fine-tuned from allegro/herbert-base-cased HerBERT [Mroczkowski et al., 2021]- herbert-large-hs-finetuned: fine-tuned from dkleczek/Polish-Hate-Speech-Detection-Herbert-Large- roberta-large-v2-finetuned: fine-tuned from sdadas/polish-roberta-large-v2 Polish RoBERTa [Dadas et al., 2020]- svm/svm_model.joblib: SVM baseline trained on TF-IDF features.

Base models are available on Hugging Face and are not redistributed here in their original form. Please refer to their model cards for licensing and authorship.





Mroczkowski R. et al., 2021. HerBERT: Efficiently Pretrained Transformer-based Language Model for Polish. BSNLP.




Dadas S. et al., 2020. Pre-training Polish Transformer-based Language Models at Scale. ICAISC.
DOI: 10.25345/c5rx93s70
title: MassIVE MSV000099997 - Kasmaeifar_ weakly_supervised_learning_for_intensity_proteomics_data_2025
title: This dataset consists of 63 raw MS files and associated peak lists and results files, acquired on a timsTOF Pro 2 quadrupole time of flight (qToF) trapped ion mobility mass spectrometer operated in Data Dependent and Data Independent Acquisition mode. Cloning was performed by Saya Sedighi. Affinity purification carried out by Zhen-Yuan Lin and mass spectrometry acquisition was conducted by Saya Sedighi. Data analysis was performed by Vesal Kasmaeifar. The files are associated with a manuscript submitted for publication by Vesal Kasmaeifar et al. The main goal of this paper was to develop a novel algorithm for scoring interactome in proximity labeling and affinity purification datasets. Kieran R Campbell and Anne-Claude Gingras are the corresponding authors of the manuscript (kierancampbell@lunenfeld.ca, gingras@lunenfeld.ca) and should be contacted for questions on this dataset.
DOI: 10.15468/dl.m3vs7q
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((121.52815015011075 22.02948995077568,121.55117387969176 22.02948995077568,121.55117387969176 22.0525136803567,121.52815015011075 22.0525136803567,121.52815015011075 22.02948995077568))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ficus"
 ]
}

 The dataset includes 43 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004301-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17659224
title: Experimental dataset on bending and embedment strengths of densified dowels made with reclaimed timber and double-shear performance of reclaimed timber connections with densified dowels

description: Abstract

This dataset contains raw experimental load-deformation results from bending and embedment tests of thermo-mechanically densified dowels made with reclaimed timber and push-out shear tests conducted on double shear connections assembled with densified dowels in three connection layups (all-reclaimed timber, all-virgin spruce timber, and hybrid lamellae).

Description of sample IDs

The dataset includes several specimen groups corresponding to the experimental program described in the manuscript. The description of the samples IDs is provided below (Note: the file names serve as the actual sample IDs in the attached dataset):

1. Dowel bending samples (3-point bending test)



Non-densified reclaimed timber dowels (samples numbered 1 to 10)

Densified reclaimed timber dowels (samples numbered 1 to 10)


2. Embedment samples (half-hole embedment test)



Sample ID: NB. Embedment specimens with densified dowels in virgin spruce lamellae.

Sample ID: RB. Embedment specimens with densified dowels in reclaimed timber lamellae.


3. Push-out shear connection samples (double-shear test)



Sample ID: ND. All-virgin spruce lamellae connections with a densified dowel made with reclaimed timber.

Sample ID: RND. Hybrid connections with reclaimed outer lamellae and virgin spruce central lamella assembled with a densified dowel made with reclaimed timber.

Sample ID: RD. All-reclaimed timber lamellae connections with a densified dowel made with reclaimed timber.
DOI: 10.5281/zenodo.17659223
title: Experimental dataset on bending and embedment strengths of densified dowels made with reclaimed timber and double-shear performance of reclaimed timber connections with densified dowels

description: Abstract

This dataset contains raw experimental load-deformation results from bending and embedment tests of thermo-mechanically densified dowels made with reclaimed timber and push-out shear tests conducted on double shear connections assembled with densified dowels in three connection layups (all-reclaimed timber, all-virgin spruce timber, and hybrid lamellae).

Description of sample IDs

The dataset includes several specimen groups corresponding to the experimental program described in the manuscript. The description of the samples IDs is provided below (Note: the file names serve as the actual sample IDs in the attached dataset):

1. Dowel bending samples (3-point bending test)



Non-densified reclaimed timber dowels (samples numbered 1 to 10)

Densified reclaimed timber dowels (samples numbered 1 to 10)


2. Embedment samples (half-hole embedment test)



Sample ID: NB. Embedment specimens with densified dowels in virgin spruce lamellae.

Sample ID: RB. Embedment specimens with densified dowels in reclaimed timber lamellae.


3. Push-out shear connection samples (double-shear test)



Sample ID: ND. All-virgin spruce lamellae connections with a densified dowel made with reclaimed timber.

Sample ID: RND. Hybrid connections with reclaimed outer lamellae and virgin spruce central lamella assembled with a densified dowel made with reclaimed timber.

Sample ID: RD. All-reclaimed timber lamellae connections with a densified dowel made with reclaimed timber.
DOI: 10.25625/gai843/9g4voh
title: Medenou_Variable_Explanations_SWOT_2023.docx

description: This file contains the variable names and their explications, i.e. the questions asked in the survey, in French and English
DOI: 10.25625/gai843/cik9ze
title: Menedou_SUPPLEMENTARY_information_SWOT_2023.docx

description: This file containes supplementary data analysis referred to in the manuscript Medenou et al. 2025; submitted to Animal-Open Space
DOI: 10.25625/gai843/2pewmt
title: Medenou_METADATA_update Nov2025.docx

description: these are the variable names and information on the questionnaire
DOI: 10.25625/gai843/iz9rbu
title: Menedou_SWOT-Data_2023_English.tab

description: Survey data from interviews with 100 sheep farmers in coastal Benin
DOI: 10.25625/gai843/on6sjy
title: Medenou_SUPPLEMENTARY_INFORMATION_update Nov2025.docx

description: This file present additional information on data analysis
DOI: 10.25625/gai843
title: Medenou, C.M.E.H. et al, 2025: Co-design of sustainability assessment indicators for sheep farming in West Africa: a SWOT analysis approach

description: The SWOT database and related metadata file provide the research details of a participatory study on locally relevant sustainability indicators for sheep farming in urban and peri-urban southern Benin. A survey of 100 farmers across three farming systems collected information on sheep fattening operations. Responses were analyzed through structural topic modeling to extract key topics of farm management and perfornmance. From the responses, 27 indicators were developed (15 economic, 4 environmental, 8 social), reflecting strengths, weaknesses, opportunities, and threats in the sector.
DOI: 10.25625/gai843/qclywu
title: Medenou_SWOT_Database_English_update Nov2025.tab

description: This is the database on which the article is built
DOI: 10.6084/m9.figshare.29442428
title: EMVA 1.0 - Amostra de 54 empresas

description: A pesquisa Estudo Marxista de Valores Adicionados tem como objetivo apresentar uma interpretação do desenvolvimento econômico brasileiro a partir de uma análise integrada da dinâmica da taxa de lucro e da acumulação do capital em sua relação com os ciclos políticos. A hipótese é de que há uma relação entre ciclos políticos e ciclos econômicos no país. Para tanto, a pesquisa tem como fundamento a tradução das informações contábeis das empresas listadas na B3 e no indicador Ibovespa, em particular as rubricas da Demonstração de Valor Adicionado (DVA) e do Balanço Patrimonial, para a teoria econômica de Marx no período que se estende de 2010 a 2023. O objetivo é calcular a taxa média de lucro da economia brasileira no período, analisar a evolução da condição de equilíbrio interdepartamental no período e estimar a renda da terra das empresas ligadas aos ramos da agricultura, da pecuária, do extrativismo e da produção mineral no período.
DOI: 10.6084/m9.figshare.29442428.v1
title: EMVA 1.0 - Amostra de 54 empresas

description: A pesquisa Estudo Marxista de Valores Adicionados tem como objetivo apresentar uma interpretação do desenvolvimento econômico brasileiro a partir de uma análise integrada da dinâmica da taxa de lucro e da acumulação do capital em sua relação com os ciclos políticos. A hipótese é de que há uma relação entre ciclos políticos e ciclos econômicos no país. Para tanto, a pesquisa tem como fundamento a tradução das informações contábeis das empresas listadas na B3 e no indicador Ibovespa, em particular as rubricas da Demonstração de Valor Adicionado (DVA) e do Balanço Patrimonial, para a teoria econômica de Marx no período que se estende de 2010 a 2023. O objetivo é calcular a taxa média de lucro da economia brasileira no período, analisar a evolução da condição de equilíbrio interdepartamental no período e estimar a renda da terra das empresas ligadas aos ramos da agricultura, da pecuária, do extrativismo e da produção mineral no período.
DOI: 10.6084/m9.figshare.29442428.v2
title: EMVA 1.0 - Amostra de 54 empresas

description: A pesquisa Estudo Marxista de Valores Adicionados tem como objetivo apresentar uma interpretação do desenvolvimento econômico brasileiro a partir de uma análise integrada da dinâmica da taxa de lucro e da acumulação do capital em sua relação com os ciclos políticos. A hipótese é de que há uma relação entre ciclos políticos e ciclos econômicos no país. Para tanto, a pesquisa tem como fundamento a tradução das informações contábeis das empresas listadas na B3 e no indicador Ibovespa, em particular as rubricas da Demonstração de Valor Adicionado (DVA) e do Balanço Patrimonial, para a teoria econômica de Marx no período que se estende de 2010 a 2023. O objetivo é calcular a taxa média de lucro da economia brasileira no período, analisar a evolução da condição de equilíbrio interdepartamental no período e estimar a renda da terra das empresas ligadas aos ramos da agricultura, da pecuária, do extrativismo e da produção mineral no período.
DOI: 10.6084/m9.figshare.30689228
title: CPSD: Un Espaciotiempo Cuántico Geométrico sin Parámetros Libres

description: Presentamos la Dinámica de Espín Crítica Planckiana (CPSD), una teoría sin parametros del espaciotiempo cuántico basada en una red de espines autoorganizada críticamente sobre el retículo del 600-cell con conectividad de proporción áurea. Los 26 parámetros del Modelo Estándar emergen de una única condición crítica ξc = φ2, donde φ = (1+√5)/2 es la proporción áurea. La teoría predice entropía de agujeros negros SCPSD = φ2SBH, radio de sombra aumentado por factor φ (Sgr A*: 81 µas vs 50 µas RG), anchura del Higgs ΓH = 5,082 MeV, masa del axión ma = 58,1 µeV, y Λ=3H2 0/φ4 coincidiendo con observación al 2%. Todos los resultados se derivan analíticamente de la frustración geométrica en el punto crítico εc = 0,4651. Palabras clave: gravedad cuántica, constantes fundamentales, proporción áurea, 600-cell, sin parámetros, agujeros negros, predicciones falsable
DOI: 10.6084/m9.figshare.30689228.v1
title: CPSD: Un Espaciotiempo Cuántico Geométrico sin Parámetros Libres

description: Presentamos la Dinámica de Espín Crítica Planckiana (CPSD), una teoría sin parametros del espaciotiempo cuántico basada en una red de espines autoorganizada críticamente sobre el retículo del 600-cell con conectividad de proporción áurea. Los 26 parámetros del Modelo Estándar emergen de una única condición crítica ξc = φ2, donde φ = (1+√5)/2 es la proporción áurea. La teoría predice entropía de agujeros negros SCPSD = φ2SBH, radio de sombra aumentado por factor φ (Sgr A*: 81 µas vs 50 µas RG), anchura del Higgs ΓH = 5,082 MeV, masa del axión ma = 58,1 µeV, y Λ=3H2 0/φ4 coincidiendo con observación al 2%. Todos los resultados se derivan analíticamente de la frustración geométrica en el punto crítico εc = 0,4651. Palabras clave: gravedad cuántica, constantes fundamentales, proporción áurea, 600-cell, sin parámetros, agujeros negros, predicciones falsable
DOI: 10.5281/zenodo.17691954
title: A Self-evolving Lab of AI Agents Accelerates the Optimization of Organic Optoelectronic Devices

description: The raw structured data obtained from the data mining process.
DOI: 10.5281/zenodo.17691955
title: A Self-evolving Lab of AI Agents Accelerates the Optimization of Organic Optoelectronic Devices

description: The raw structured data obtained from the data mining process.
DOI: 10.6084/m9.figshare.30689342
title: Resolución del Problema de la Conciencia

description: El trabajo propone una <b>ontología </b><b>informacional </b><b>no-dual</b> para abordar el problema difícil de la conciencia. En lugar de reducir la mente a lo físico o viceversa, plantea que ambos son manifestaciones de una misma estructura informacional.<b>Base </b><b>científica:</b> se apoya en desarrollos de la teoría cuántica de campos, la holografía y la gravedad emergente.<b>Idea </b><b>central:</b> la conciencia surge como el aspecto intrínseco de la integración informacional, mientras que lo físico es su proyección holográfica.<b>Operadores </b><b>informacionales:</b> reemplazan la noción de mentes individuales y generan trayectorias integradas en sistemas físicos.<b>Compatibilidad:</b> el marco se alinea con teorías contemporáneas y evita tanto el dualismo como el panpsiquismo.<b>Falsabilidad:</b> la teoría puede refutarse si se demuestra destrucción absoluta de la información, localidad fundamental o sustratos materiales primarios.En síntesis: se ofrece una alternativa coherente y científicamente tratable al fisicalismo, panpsiquismo y emergentismo, capaz de disolver el problema difícil de la conciencia.
DOI: 10.6084/m9.figshare.30689342.v1
title: Resolución del Problema de la Conciencia

description: El trabajo propone una <b>ontología </b><b>informacional </b><b>no-dual</b> para abordar el problema difícil de la conciencia. En lugar de reducir la mente a lo físico o viceversa, plantea que ambos son manifestaciones de una misma estructura informacional.<b>Base </b><b>científica:</b> se apoya en desarrollos de la teoría cuántica de campos, la holografía y la gravedad emergente.<b>Idea </b><b>central:</b> la conciencia surge como el aspecto intrínseco de la integración informacional, mientras que lo físico es su proyección holográfica.<b>Operadores </b><b>informacionales:</b> reemplazan la noción de mentes individuales y generan trayectorias integradas en sistemas físicos.<b>Compatibilidad:</b> el marco se alinea con teorías contemporáneas y evita tanto el dualismo como el panpsiquismo.<b>Falsabilidad:</b> la teoría puede refutarse si se demuestra destrucción absoluta de la información, localidad fundamental o sustratos materiales primarios.En síntesis: se ofrece una alternativa coherente y científicamente tratable al fisicalismo, panpsiquismo y emergentismo, capaz de disolver el problema difícil de la conciencia.
DOI: 10.15468/dl.zs23a3
title: Occurrence Download

description: A dataset containing 130 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ixodes"
 ]
}

 The dataset includes 130 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004305-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tdw2sj
title: Occurrence Download

description: A dataset containing 439 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-118.43531 15.24598,-84.93896 15.24598,-84.93896 29.51895,-118.43531 29.51895,-118.43531 15.24598))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Opuntia velutina"
 ]
}

 The dataset includes 439 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004306-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17691930
title: Homework Goal Orientations Scale
DOI: 10.5281/zenodo.17691931
title: Homework Goal Orientations Scale
DOI: 10.15468/dl.gcp5y7
title: Occurrence Download

description: A dataset containing 4049 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "TaxonKey is one of (Elasmobranchii [GBIF Backbone Taxonomy])",
 "StateProvince is one of (Valle del Cauca, Vichada, Magdalena, Archipiélago de San Andrés, Providencia y Santa Catalina, Bolívar, Santander, Amazonas, Antioquia, Cauca, La Guajira, Chocó, Guainía, Meta, Putumayo, Córdoba, Nariño, Arauca, Tolima, Sucre, Caquetá, Caldas, Casanare, Atlántico, Cesar, Norte de Santander, Vaupés, Cundinamarca, Guaviare)"
 ]
 }
 ]
}

 The dataset includes 4049 records from 122 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004308-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.