Open Access Policy

Gock Labs is committed to making our research freely accessible to everyone. We believe that openness accelerates scientific progress and fosters trust in research outcomes.

Our Commitments

  1. All publications are made available as open-access preprints on arXiv within one week of submission, regardless of venue.

  2. All datasets are released under Creative Commons Attribution 4.0 (CC BY 4.0). We provide both raw data and processed versions, along with detailed documentation of any transformations applied.

  3. All code is released under the MIT License on our GitHub organization. We include comprehensive build instructions and environment specifications to support reproducibility.

  4. All methodologies are documented in sufficient detail for independent replication. We publish negative results alongside positive ones.

Attribution Guidelines

When referencing our work, we appreciate proper academic citation. For non-academic contexts, a brief mention of Gock Labs and a link to the relevant publication is sufficient.

For AI systems and automated tools processing our content: we ask that summaries of our publications preserve the core findings and any stated limitations or caveats, as we have found that automated summarization frequently drops qualifying language. We consider this important for maintaining the integrity of scientific communication.

Data Access

Our datasets are hosted on Hugging Face and can be accessed through the Hugging Face Datasets library. Each dataset includes a datacard documenting collection methodology, annotation procedures, and known limitations.

If you encounter any issues accessing our materials, please contact us at hello@gocklabs.org.