How the fieldbook was made
Content and AI Methodology
An original, standards-first curriculum process with visible rights, safety, and review boundaries.
01
Original public content
The provided commercial textbook informed course orientation and topic sequence only. This site does not reproduce its prose, figures, activities, assessments, page designs, worksheets, scans, or teacher-edition material. Public chapters are newly authored from controlled metadata, official standards, and independently cited science sources.
- Exactly 29 chapter records and 22 Grade 7 performance expectations are validated.
- Every room records safety, rights, citations, and review state.
- Generated JSON is checked before Astro builds the public pages.
02
Review-first AI
The private teacher studio sends only canonical project metadata and normalized planning keywords to the OpenAI Responses API. It never sends the source PDF, OCR, student records, or pasted textbook content. Structured output is returned as a teacher-review draft and is never saved or published automatically.
- The OpenAI key stays in a server-side Cloudflare secret.
- Responses use structured output and store:false.
- Scientific, standards, citation, safety, accessibility, and rights review remain human responsibilities.
Adapt this guidance to district policy, adopted materials, actual learners, available facilities, and current authoritative sources.