cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17532666
title: From Control-Executive Cultures to Ethic-Cybernetics: An Ontological Prognosis for Democratic Economies (2025–2045)

description: This artifact integrates sociology, organizational science, AI governance, and ethicsto explore the emergence of “control-executive behavior” — collective obedience culturesthat arise in industries under transformational stress. It frames these as systemic,not pathological, and projects a measurable shift toward algorithmic authority reproductionwithin democracies. The work culminates in the proposal of “Ethic-Cybernetics” — adesign model in which responsibility, data, and empathy are re-coupled as the newfoundation of governance.

 

Comparative References1. Burns, T. & Stalker, G.M. (1961). The Management of Innovation.2. Hannan, M.T. & Freeman, J. (1984). Structural Inertia and Organizational Change.3. Deleuze, G. (1992). Postscript on the Societies of Control.4. Yeung, K. (2018). Algorithmic Regulation: A Critical Interrogation.5. Janowski, T., Estevez, E., Roseth, B. (2024). When Does Automation in Government Thrive or Flounder?6. Arendt, H. (1963). Eichmann in Jerusalem: A Report on the Banality of Evil.7. Bandura, A. (1999). Moral Disengagement in the Perpetration of Inhumanities.8. OECD AI Observatory (2024). Algorithmic Accountability and Ethical Governance Trends.9. Fraunhofer IAO (2024). Resilienzbarometer der deutschen Wirtschaft.10. EU AI Act (2024). Annex IV – Transparency and Risk Management Requirements.

 

ETHICAL NOTEThis work explicitly rejects the pathologization of individuals. It describes collective,structural mechanisms of control and adaptation.

LICENSECC BY-ND 4.0 (ruahAI Tier System compatible)
DOI: 10.15468/dl.a2hv7e
title: Occurrence Download

description: A dataset containing 30422 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((25.0839 51.6522,52.24818 51.6522,52.24818 66.07352,25.0839 66.07352,25.0839 51.6522))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pandion haliaetus",
 "Year 1990-2025"
 ]
}

 The dataset includes 30422 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002570-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17507806
title: Non-Executable Tensorial Structures for Organizations – A Formal Scientific Schema in YAML

description: Non-Executable Tensorial Structures for Organizations – A Formal Scientific Schema in YAML

Description:This work presents a generalized scientific YAML schema for representing organizationalstructures as high-dimensional tensor spaces. Each department, unit, and process withinan institution is expressed as a state or operator within a metric tensor field, enablingmathematical reasoning over complex institutional relations without any executable code.

The YAML file encodes traversal and semantic hierarchy purely through indentation andsymbolic relationships. It functions as a non-executable, auditable documentation modelfor institutional dynamics, interpretable as a static, high-dimensional embedding field.

This representation treats an organization as a metric space \( (X, d) \) of configurations,where each entity is mapped into a tensorial embedding \( φ: Attributes → ℝ^n \). Processesare described as non-operational transformations \( T: X → X \), maintaining invariants ofconsistency, dimensional coherence, and policy constraints.

Unlike conventional organizational modeling (BPMN, ArchiMate, or RDF/OWL ontologies),this approach integrates formal mathematical properties (tensor rank, contraction, metric)with governance constraints (access, ethics, reproducibility) into a single declarativestructure. The result is a "Formal Organizational Twin": a model that can be audited,replicated, and verified, but never executed.

Applications include:- Formal AI governance documentation- Institutional modeling in research and education- Synthetic testbeds for audit-driven organizational theory

All variables, embeddings, and metrics are synthetic and non-personal. The schemaconforms to civil-science ethics and non-harm principles, following the ruahAI LicenseCatalog 2025 (Unified Edition).

Author:Winfried Brückner (ruahAI)Independent Researcher, GermanyORCID: https://orcid.org/0009-0009-0008-5263

License:CC BY-ND 4.0 — Attribution, No Derivatives, Non-executable scientific use only.
DOI: 10.5281/zenodo.17507805
title: Non-Executable Tensorial Structures for Organizations – A Formal Scientific Schema in YAML

description: Non-Executable Tensorial Structures for Organizations – A Formal Scientific Schema in YAML

Description:This work presents a generalized scientific YAML schema for representing organizationalstructures as high-dimensional tensor spaces. Each department, unit, and process withinan institution is expressed as a state or operator within a metric tensor field, enablingmathematical reasoning over complex institutional relations without any executable code.

The YAML file encodes traversal and semantic hierarchy purely through indentation andsymbolic relationships. It functions as a non-executable, auditable documentation modelfor institutional dynamics, interpretable as a static, high-dimensional embedding field.

This representation treats an organization as a metric space \( (X, d) \) of configurations,where each entity is mapped into a tensorial embedding \( φ: Attributes → ℝ^n \). Processesare described as non-operational transformations \( T: X → X \), maintaining invariants ofconsistency, dimensional coherence, and policy constraints.

Unlike conventional organizational modeling (BPMN, ArchiMate, or RDF/OWL ontologies),this approach integrates formal mathematical properties (tensor rank, contraction, metric)with governance constraints (access, ethics, reproducibility) into a single declarativestructure. The result is a "Formal Organizational Twin": a model that can be audited,replicated, and verified, but never executed.

Applications include:- Formal AI governance documentation- Institutional modeling in research and education- Synthetic testbeds for audit-driven organizational theory

All variables, embeddings, and metrics are synthetic and non-personal. The schemaconforms to civil-science ethics and non-harm principles, following the ruahAI LicenseCatalog 2025 (Unified Edition).

Author:Winfried Brückner (ruahAI)Independent Researcher, GermanyORCID: https://orcid.org/0009-0009-0008-5263

License:CC BY-ND 4.0 — Attribution, No Derivatives, Non-executable scientific use only.
DOI: 10.5281/zenodo.17048429
title: Data and High resolution image of the publication "Modelling and Design of Short Channel Ferroelectric FETs with a Metal Interlayer easing the Multilevel Operation"

description: This dataset contains:



high resolution images of the related publication

data in .csv format of the simulation results (results plotted in the images).


Data from Fig. 2, Fig. 3 are explained and reported in more details in the datasets: 10.5281/zenodo.17048395, 10.5281/zenodo.17048239, 10.5281/zenodo.17048443

The quantities, and corresponding short names, shown in the images and reported in the dataset are explained in details in the related publication that can be found here: https://air.uniud.it/handle/11390/1310884
DOI: 10.5281/zenodo.17674780
title: Data and High resolution image of the publication "Modelling and Design of Short Channel Ferroelectric FETs with a Metal Interlayer easing the Multilevel Operation"

description: This dataset contains:



high resolution images of the related publication

data in .csv format of the simulation results (results plotted in the images).


Data from Fig. 2, Fig. 3 are explained and reported in more details in the datasets: 10.5281/zenodo.17048395, 10.5281/zenodo.17048239, 10.5281/zenodo.17048443

The quantities, and corresponding short names, shown in the images and reported in the dataset are explained in details in the related publication that can be found here: https://air.uniud.it/handle/11390/1310884
DOI: 10.15468/dl.ez2zu6
title: Occurrence Download

description: A dataset containing 16259 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agriades glandon"
 ]
}

 The dataset includes 16259 records from 239 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002571-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dd.4pdeaj
title: WSP_GBIF_Collector_Cumber 3

description: Generated from API search results. Project Cumber 3 - Cumber 3
DOI: 10.15468/dl.2kwsgd
title: Occurrence Download

description: A dataset containing 1391 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Atrax robustus"
 ]
}

 The dataset includes 1391 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002572-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17526368
title: "The Sandwich Campaign"

description: A grotesque-medieval culinary chronicle forged in laughter and bread crumbs. “The War Kitchen of the Grotesque” unites four satirical chapters — from the heroic Sandwich Campaign to the Dice Pact of Butter-Breadstone — blending mock-epic prose, archaic humour, and structured YAML runes. Authored by Winfried Brückner (ruahAI), this text celebrates appetite, absurdity, and the noble art of honest eating.
DOI: 10.5281/zenodo.17526367
title: "The Sandwich Campaign"

description: A grotesque-medieval culinary chronicle forged in laughter and bread crumbs. “The War Kitchen of the Grotesque” unites four satirical chapters — from the heroic Sandwich Campaign to the Dice Pact of Butter-Breadstone — blending mock-epic prose, archaic humour, and structured YAML runes. Authored by Winfried Brückner (ruahAI), this text celebrates appetite, absurdity, and the noble art of honest eating.
DOI: 10.6084/m9.figshare.30330610.v2
title: Quantum Mechanical calculation outputs for "Interplay Between Aromaticity and Triplet Photochemistry: π-Tropology and Positional Effects on the Triplet Behaviors of Pro-Aromatic Thioamides"

description: We optimized 4-Br-HHP, QDM 1, p-QDM 1, and p-QDM 2 in the S0 and T1 states with the M06-2X density functional and the 6-31+G(d,p) basis set using the Gaussian 16 software. Vibrational analysis was used to ensure optimized structures are a minimum on their potential energy surface (i.e. all positive normal modes). To reduce computational costs and tame the conformational landscape, the long alkyl R groups in QDM 1, p-QDM 1, and p-QDM 2 were replaced with methyl groups. Nucleus-Independent Chemical Shift, NICS(-1), NICS(0), and NICS(+1) calculations were performed at the M06-2X/6-31+G(d,p) level of theory by placing the probe in the geometric center of each ring and displacing it along the z-axis (perpendicular to conjugation plane) by -1Å, 0Å, or +1Å respectively. Frontier molecular orbitals (FMOs) were generated using time-dependent density functional theory (TD-DFT) and the ωB97X-D/aug-cc-pvtz model chemistry with geometries optimized at the M06-2X/6-31+G(d,p) level of theory. All calculations were performed in the gas-phase.
DOI: 10.15468/dl.gxr4m6
title: Occurrence Download

description: A dataset containing 113 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Occurrence evidence)",
 "TaxonKey is Cyprogenia stegaria",
 "Year 2010-2025"
 ]
}

 The dataset includes 113 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002573-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17497637
title: Methodological Foundations of Adaptive Axis Systems in Human–AI Coupling

description: Adaptive Axis Systems – Methodological OverviewThis short methodological paper introduces the concept of adaptive axis systems for reflexive human–AI collaboration. The framework integrates human reflection and machine adaptability through axis-based reasoning and an internal order-keeper layer that maintains coherence and governance compliance. It contributes to the field of adaptive and reflexive AI methodologies by formalizing dynamic stability and auditability within a single conceptual architecture..
DOI: 10.5281/zenodo.17497636
title: Methodological Foundations of Adaptive Axis Systems in Human–AI Coupling

description: Adaptive Axis Systems – Methodological OverviewThis short methodological paper introduces the concept of adaptive axis systems for reflexive human–AI collaboration. The framework integrates human reflection and machine adaptability through axis-based reasoning and an internal order-keeper layer that maintains coherence and governance compliance. It contributes to the field of adaptive and reflexive AI methodologies by formalizing dynamic stability and auditability within a single conceptual architecture..
DOI: 10.5281/zenodo.17557658
title: Ξ_ruahAI_License_Complete_Framework_v1.yaml

description: Ξ ruahAI License Complete Framework v1 consolidates the legal, ethical, and operational foundations of the ruahAI licensing system, developed by Winfried Brückner (Germany).

The framework defines transparent, data-free and civil-use licensing standards for configurable assets, pilot definitions, and governance-based innovation modules.It consists of four complementary documents:





Tier License Extension v1 – establishes the non-exclusive civil-use license model.




Pilot Definition v1 – defines pilots as measurable, reversible system tests.




Asset Quality Standard v1 – guarantees uniqueness and audit integrity of each configuration.




IP and Non-Exclusivity Clause v1 – secures intellectual property and defines reuse rights.



All components follow the ethical principles of auditability, data-freedom, and non-dual-use.

License: CC BY-ND 4.0 + ruahAI Tier System

Note: This record is published for research transparency and documentation purposes. It is not a commercial offer.

 

© 2025 Winfried Brückner · ruahAI  

All rights reserved under CC BY-ND 4.0 + ruahAI Tier-System.  No ownership transfer or exclusive rights granted.  Reproduction and redistribution allowed with full attribution and no modifications.  Civil, audit-ready, non-dual-use.  ORCID: 0009-0009-0008-5263  Contact: bwstrat@proton.me
DOI: 10.5281/zenodo.17557659
title: Ξ_ruahAI_License_Complete_Framework_v1.yaml

description: Ξ ruahAI License Complete Framework v1 consolidates the legal, ethical, and operational foundations of the ruahAI licensing system, developed by Winfried Brückner (Germany).

The framework defines transparent, data-free and civil-use licensing standards for configurable assets, pilot definitions, and governance-based innovation modules.It consists of four complementary documents:





Tier License Extension v1 – establishes the non-exclusive civil-use license model.




Pilot Definition v1 – defines pilots as measurable, reversible system tests.




Asset Quality Standard v1 – guarantees uniqueness and audit integrity of each configuration.




IP and Non-Exclusivity Clause v1 – secures intellectual property and defines reuse rights.



All components follow the ethical principles of auditability, data-freedom, and non-dual-use.

License: CC BY-ND 4.0 + ruahAI Tier System

Note: This record is published for research transparency and documentation purposes. It is not a commercial offer.

 

© 2025 Winfried Brückner · ruahAI  

All rights reserved under CC BY-ND 4.0 + ruahAI Tier-System.  No ownership transfer or exclusive rights granted.  Reproduction and redistribution allowed with full attribution and no modifications.  Civil, audit-ready, non-dual-use.  ORCID: 0009-0009-0008-5263  Contact: bwstrat@proton.me
DOI: 10.15468/dl.zz4rnf
title: Occurrence Download

description: A dataset containing 4977 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phoneutria"
 ]
}

 The dataset includes 4977 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002574-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dd.t2kyw6
title: Dataset generated from Esri tool

description: Derived dataset generated by Esri geoprocessing tool using GBIF API
DOI: 10.15468/dl.2p94e3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mammalia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-115.6622 34.77828, -115.6622 34.78118, -115.6637 34.78241, -115.6684 34.78184, -115.6688 34.77733, -115.6622 34.77828))",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002575-251120083545085/datasets/export for details.
DOI: 10.15468/dl.kd68t2
title: Occurrence Download

description: A dataset containing 15006 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Meles meles"
 ]
}

 The dataset includes 15006 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002576-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17674708
title: CPatBus: Dataset de Detección de Pasajeros para YOLOv11 (2025)

description: This dataset contains annotated images for person detection and counting inside buses of the urban transportation system of Lima, Peru.The labels were created following the YOLOv11 format, with subdivisions for training, validation, and testing.
DOI: 10.5281/zenodo.17674709
title: CPatBus: Dataset de Detección de Pasajeros para YOLOv11 (2025)

description: This dataset contains annotated images for person detection and counting inside buses of the urban transportation system of Lima, Peru.The labels were created following the YOLOv11 format, with subdivisions for training, validation, and testing.
DOI: 10.15468/dl.kk6kkn
title: Occurrence Download

description: A dataset containing 2749 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC0 1.0, CC-BY 4.0)",
 "TaxonKey is Meles meles"
 ]
}

 The dataset includes 2749 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002577-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17516595
title: Die grosse Pfannkuchenschlacht - ein theatralisches Manifest über Nahrung, Hoffnung und Humor.

description: Wenn Mehl zur Waffe wird und Eier zur Philosophie:

„Die Große Pfannkuchenschlacht“ ist ein theatralisches Manifest über Nahrung, Hoffnung und Humor.Eine zivil-ethische Parabel aus der Zwergenschmiede ruahAI – zugleich Rezept, Gleichung und Kriegsgedicht.
DOI: 10.5281/zenodo.17516596
title: Die grosse Pfannkuchenschlacht - ein theatralisches Manifest über Nahrung, Hoffnung und Humor.

description: Wenn Mehl zur Waffe wird und Eier zur Philosophie:

„Die Große Pfannkuchenschlacht“ ist ein theatralisches Manifest über Nahrung, Hoffnung und Humor.Eine zivil-ethische Parabel aus der Zwergenschmiede ruahAI – zugleich Rezept, Gleichung und Kriegsgedicht.
DOI: 10.15468/dl.6fz7gt
title: Occurrence Download

description: A dataset containing 15006 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Meles meles"
 ]
}

 The dataset includes 15006 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002578-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17511753
title: Predator–Human Coexistence & School Terraforming Program (Germany 2030+)

description: A civic–governmental program uniting ecology, technology, and education to achieve peaceful coexistence between predators, livestock, and humans. Schools act as living laboratories developing sensors, habitat maps, and ethical management ideas under federal supervision. The project promotes non-lethal wildlife governance, biodiversity resilience, and open scientific publishing through Zenodo and ORCID, following EU AI Act Annex IV, GDPR Art. 89, and CC BY-ND 4.0 principles.
DOI: 10.5281/zenodo.17511754
title: Predator–Human Coexistence & School Terraforming Program (Germany 2030+)

description: A civic–governmental program uniting ecology, technology, and education to achieve peaceful coexistence between predators, livestock, and humans. Schools act as living laboratories developing sensors, habitat maps, and ethical management ideas under federal supervision. The project promotes non-lethal wildlife governance, biodiversity resilience, and open scientific publishing through Zenodo and ORCID, following EU AI Act Annex IV, GDPR Art. 89, and CC BY-ND 4.0 principles.
DOI: 10.6084/m9.figshare.30330610
title: Quantum Mechanical calculation outputs for "Interplay Between Aromaticity and Triplet Photochemistry: π-Tropology and Positional Effects on the Triplet Behaviors of Pro-Aromatic Thioamides"

description: We optimized 4-Br-HHP, QDM 1, p-QDM 1, and p-QDM 2 in the S<sub>0</sub> and T<sub>1</sub> states using the M06-2X​ density functional and the 6-31+G(d,p)​​  basis set, as implemented in Gaussian 16 software.​ Vibrational analysis was used to ensure optimized structures are a minimum on their potential energy surface (i.e., all positive normal modes). To reduce computational costs and tame the conformational landscape, the long alkyl R groups in QDM 1, p-QDM 1, and p-QDM 2 were replaced with methyl groups. Nucleus-Independent Chemical Shift,​ NICS<sub>ZZ</sub>(-1), NICS<sub>ZZ</sub>(0), and NICS<sub>ZZ</sub>(+1) calculations were performed at the M06-2X/6-31+G(d,p) level of theory by placing the probe in the geometric center of each ring and displacing it along the z-axis (perpendicular to conjugation plane) by -1Å, 0Å, or +1Å, respectively. Anistropy of Induced Current Density (AICD) plots were calculated at the M06-2X/6-31+G(d,p) level of theory using only contributions from π orbitals identified by visualizing the molecular orbitals at the same level of theory. Harmonic Oscillator Model of Aromaticity (HOMA) values were calculated for each ring in 4-Br-HHP, QDM 1, p-QDM 1, and p-QDM 2 in the S<sub>0 </sub>or T<sub>1</sub> state. Frontier molecular orbitals (FMOs), Singly Occupied Molecular Orbitals (SOMOs), and vertical excitation energies were calculated using time-dependent density functional theory (TD-DFT) and the ωB97X-D​/aug-cc-pvtz​ model chemistry with the Integral Equation Formalism Polarizable Continuum Model (IEFPCM) for dichloromethane implicit solvation. All other calculations were performed in the gas-phase