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Zomniverse · Legal

Zomniverse Research and Evaluation Licence

Terms for viewing, studying, evaluating, and using the original Zomniverse platform implementation.

1. Scope

This licence applies to the original Zomniverse platform implementation, including original source code, interface code, documentation, architecture, and project-specific assets distributed with the repository, except where a file, dependency, dataset, model, paper, or other component identifies a different owner or licence.

2. Permitted use

Subject to applicable law and all third-party terms, permission is granted to view, study, and execute the covered material solely for internal evaluation, academic review, education, and non-commercial research in controlled environments. This permission is personal, limited, non-exclusive, non-transferable, and revocable. It does not transfer ownership.

3. Permission required

Unless required by applicable law, prior written permission from the copyright holder is required to modify, adapt, redistribute, publish, sublicense, sell, commercialize, provide as a hosted service, or deploy the covered material in a production system. Copyright, attribution, provenance, trademark, and licence notices must remain intact.

4. Excluded material

This licence does not claim ownership of user datasets or discoveries, scientific facts or methods, published algorithms, third-party literature, open-source packages, public-domain material, or material governed by separate rights. Third-party components remain subject to their own licences. Users remain responsible for dataset, model, software, and content permissions.

5. Research and AI outputs

Analytical artifacts and AI-assisted outputs are not automatically licensed as part of the platform source code. Their ownership, reuse, attribution, and publication may depend on user inputs, third-party rights, institutional rules, and applicable law. No output is guaranteed to be exclusive, copyrightable, accurate, non-infringing, or suitable for publication.

6. Names and marks

This licence does not grant permission to use Zomniverse, ZAR AI, GeneBean, MARSS, CodiBioHub, their logos, or related identifiers as trademarks or to suggest endorsement, sponsorship, or affiliation.

7. Experimental status and warranty disclaimer

Zomniverse is an evolving experimental research framework and may contain incomplete features. The covered material is provided “as is”, without warranty of any kind, express or implied, including warranties of merchantability, fitness for a particular purpose, title, and non-infringement. To the maximum extent permitted by law, the copyright holder is not liable for claims, damages, or other liability arising from its use or inability to use it.

8. Related policies

Platform use is also subject to the current Intellectual Property & Content Rights Policy, Privacy Policy, and other applicable Zomniverse policies. If a separate signed agreement expressly covers the same material, that agreement controls to the extent of the conflict.

9. Enquiries

For commercial licensing, collaboration, redistribution, or production-use permission, contact zomniverse@codbiohub.com.

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Compute City

  • complex scientific expression
  • normalize sequencing yield
  • log2 fold-change
  • confidence interval margin
  • expected false discoveries
  • reads per gene estimate
Research

  • AI-driven multi-omics biomarkers for precision oncology clinical translation
  • metastatic melanoma resistance mechanisms to immune checkpoint inhibitors
  • single-cell RNA-seq tumor microenvironment analysis in cancer immunotherapy
  • spatial transcriptomics biomarkers for melanoma progression and metastasis
  • CRISPR functional genomics screens for cancer drug resistance discovery
  • machine learning models for predicting response to cancer immunotherapy
Concepts

  • RNA-seq
  • batch effects
  • gene expression
WordNet Dictionary

  • phenotype
  • lineage
  • inference
  • annotation
  • classification
  • metastasis
System Codes

  • NO_INPUT_DATA
  • FILE_READER_EMPTY_DATASET
  • GBTOX_INVALID_STRUCTURE