Welcome to Stabilarity Research Hub. By accessing our website and using our resources, you agree to comply with and be bound by the following terms, conditions, and policies.

1. Nature of Publications

Preprint Repository: This journal serves as a preprint repository and working paper collection. All publications are preliminary research findings that have not undergone formal peer review. Content may be revised, updated, corrected, or withdrawn at any time without prior notice.

Living Documents: Articles published on this platform constitute “living documents” — working papers that evolve as research progresses. Version history and significant changes are tracked where applicable.

Personal Experience & Opinion: Publications contain personal experiences, professional observations, and informed opinions of their respective authors. These perspectives are shared to contribute to academic discourse and should be evaluated critically by readers.

2. Data Sources & Research Ethics

Publicly Available Data Only: All researchers contributing to this platform use exclusively publicly available data, published academic sources, official statistics, regulatory filings, and openly accessible information. No proprietary, confidential, or non-public data is used in any research published herein.

Coincidental Similarities: Any resemblance to specific organizations, individuals, projects, or events not explicitly cited from public sources is purely coincidental. Where case studies reference real entities, all information is derived from publicly available sources including academic publications, news reports, regulatory filings, official company disclosures, and court records.

Anonymization: Where personal experiences are discussed, identifying details have been anonymized, generalized, or composited to protect confidentiality while preserving educational value.

3. No Professional Advice

Not Professional Advice: Nothing published on this platform constitutes professional advice including but not limited to: medical advice, legal advice, financial advice, investment recommendations, engineering specifications, or clinical guidance.

Independent Verification Required: Users must independently verify all information before making decisions. Critical data — especially medical, economic, legal, or safety-related — should be validated through appropriate professional channels.

Consult Professionals: For specific situations, readers should consult qualified professionals in the relevant field (physicians, attorneys, certified financial advisors, licensed engineers, etc.).

4. Disclaimer of Warranties

AS-IS Basis: All content is provided “AS IS” and “AS AVAILABLE” without warranties of any kind, either express or implied, including but not limited to implied warranties of merchantability, fitness for a particular purpose, accuracy, completeness, or non-infringement.

No Guarantees: We do not warrant that: (a) content will meet your requirements; (b) content will be accurate, reliable, complete, or current; (c) results obtained from using our content will be accurate or reliable; (d) any errors will be corrected.

5. Limitation of Liability

No Liability: To the fullest extent permitted by applicable law, in no event shall Stabilarity Research Hub, its authors, editors, contributors, or affiliates be liable for any indirect, incidental, special, consequential, punitive, or exemplary damages, including but not limited to damages for loss of profits, goodwill, use, data, or other intangible losses, arising out of or in connection with your use of or inability to use the content.

Maximum Liability: Our total liability for any claims arising from use of this platform shall not exceed the amount you paid to access the content (if any).

6. Indemnification

You agree to indemnify, defend, and hold harmless Stabilarity Research Hub and its authors, editors, contributors, and affiliates from and against any claims, liabilities, damages, losses, costs, or expenses (including reasonable attorneys’ fees) arising from: (a) your use of the content; (b) your violation of these terms; (c) your violation of any rights of another party; (d) any decisions or actions taken based on content from this platform.

7. Intellectual Property

Copyright: Unless otherwise stated, content is published under Creative Commons Attribution 4.0 International (CC BY 4.0) license. Authors retain copyright to their work.

Fair Use: Where third-party content is referenced, such use constitutes fair use for purposes of commentary, criticism, education, and research under applicable copyright law.

Proper Attribution: Users citing our work should provide appropriate credit, link to the license, and indicate if changes were made.

8. Use of Content

All research papers, articles, and data shared on this platform are for educational and research purposes. Please credit the respective authors when citing work from this hub.

9. Community Guidelines

We foster a collaborative and respectful environment. Any form of harassment or misuse of the platform’s resources is strictly prohibited.

10. Changes to Terms

We reserve the right to modify these terms at any time. Continued use of the platform after changes constitutes acceptance of the revised terms.

11. Governing Law

These terms shall be governed by and construed in accordance with applicable law, without regard to conflict of law principles.

12. Legal Entity

This website is operated by:

Stabilarity OÜ
Estonian Registry Code: 17150040
View on Estonian Business Register

13. Contact

For questions regarding these terms or our research policies, please contact us through the information provided on our Contact page.

Publisher Responsibility

Platform Role: Stabilarity Research Hub provides a platform for community members to publish research. The hub acts as a publisher of record but is not the author of individual submissions. Authors retain full responsibility for the accuracy, originality, and integrity of their publications.

Author Obligations: By submitting research to this platform, authors confirm that: (a) they are the original authors or have proper rights to publish the work; (b) the content does not infringe on third-party intellectual property; (c) all data used is publicly available or properly licensed; (d) any claims made are supported by evidence referenced within the publication.

Indemnification by Authors: Authors agree to indemnify and hold harmless Stabilarity Research Hub, Stabilarity OU, ONPU, and their affiliates from any claims arising from the content they publish, including claims of inaccuracy, defamation, plagiarism, or intellectual property infringement.

Post-Facto Moderation

No Pre-Approval: Content submitted to this platform is published without prior editorial approval. This platform operates under a post-facto moderation model — content is reviewed after publication, not before.

Moderation Rights: Stabilarity Research Hub reserves the right to review, flag, annotate, restrict access to, or remove any published content at any time without prior notice if it is found to violate these terms, applicable law, or community standards.

No Liability for Published Content: The platform is not liable for content published by community members prior to moderation review. Users should exercise their own judgment when reading and relying on any content published here.

Appeal Process: Authors whose content is removed may contact the editorial team to request a review of the moderation decision.

No Warranty on Individual Publications

No Accuracy Guarantee: Stabilarity Research Hub does not warrant the accuracy, completeness, reliability, or fitness for any purpose of individual publications contributed by community members. Each publication represents the views and research of its respective author(s) only.

Verify Independently: Readers are strongly advised to independently verify all information, claims, data, and conclusions before relying on them for any purpose including academic, professional, medical, legal, financial, or personal decisions.

Not Institutional Endorsement: Publication on this platform does not constitute endorsement by Stabilarity OU, ONPU, or any affiliated institution. Institutional affiliations listed on the platform describe researchers’ organizational connections, not institutional approval of individual research outputs.