Model Card — ThetaMap AI

Overview

This model card summarizes evaluation and limitations in a standardized format while avoiding disclosure of proprietary logic or implementation details.

• Use case: Interpretable summaries for education/workplace support planning.
• Users: Educators, counselors, team leads.
• Decisions: Non‑clinical; to be paired with human judgement.

Data (High‑Level)

• Structured questionnaires administered with informed consent.
• Content and wording of notices may evolve; changes are logged on the Responsible‑AI page.
• No publication of raw datasets or internal parameters here.

Evaluation (Aggregate)

Evaluation is described at a general level to maintain confidentiality:

• Measurement quality assessed using established practices (e.g., internal consistency, factor structure), reported in aggregate.
• Institutional pilots inform usability and clarity improvements.
• Limitations are tracked and addressed over time.

Intended Use & Limitations

Ethical Considerations

• Clear boundaries of use; non‑clinical positioning.
• Layered notices and accessible language.
• Respect for institutional privacy and security policies.

Monitoring & Maintenance

• Publication of updates on the Responsible‑AI page.
• Feedback channels via public contact address.
• Periodic review of documentation for accuracy and clarity.

Versioning