Reproducibility, ethics, and your next study | DATASPHERES AI - Dataspheres AI

Supports Module 6 objectives; aligned to CLO 6. Evidence chain recording → transcript → coded quote → dataset row → chart → published figure. Each link is ...

Supports Module 6 objectives; aligned to CLO 6. Evidence chain recording → transcript → coded quote → dataset row → chart → published figure. Each link is stored and inspectable; a reviewer can walk the chain in either direction. Ethics posture Private by default; publication is deliberate and artifact-specific. Consent stored with data. AI operations logged and role-gated. Machine-draft material labeled as such wherever it appears. Automation Every operation in this course is available to the in-platform assistant and a REST API under the same permissions and audit trail, supporting batch transcription, coding passes, dataset builds, and artifact updates. The final quiz completes the course and issues a verifiable certificate.