Methodology
ScienceVerse is evidence-first. Every published concept is structured data whose claims trace back to a source and a review state — not free-form text.
From source to published concept
- Sources are registered and classed before use, and a snapshot hash is stored where permitted.
- Claude may help extract atomic claims, but a scientific reviewer accepts or rejects each one.
- A concept is assembled from approved claims and reviewed for scientific accuracy.
- Depth variants (Explorer to Expert) are written against the same canonical facts and reviewed for pedagogy and age suitability.
- Automated checks cover links, schema, citations and readability before a publish approval.
- Publishing creates a new immutable version; older versions are kept.
The publication rule
A concept cannot be published unless required source coverage, scientific review, broken-link checks, content schema validation and interactive-asset tests have passed. AI-generated text is always treated as a draft and never publishes itself.
Keeping content current
Published material is re-verified on a schedule. Changed or stale material is reviewed and either republished as a new version or withdrawn. Draft, stale and revoked content is excluded from the AI tutor and from search engines.
Simulations and 3D scenes
Simulations run tested models in code, with their equations and assumptions explained on the page. Calculations are computed by code, never estimated by a language model.