Document Classifier

Classify a document into the Noosaga atlas and inspect its framework assumptions and concept origins.

Document Classifier places a pasted document inside Noosaga's atlas.

Use it when you have a blog post, book extract, article, paper excerpt, syllabus, or similar text and want to see the field, subfield, frameworks, inherited assumptions, and concepts that shape it.

Current Status

  • Availability: logged-in beta at Document Classifier.
  • Login: required to classify a new document. Saved examples can be inspected on the page.
  • Inputs: pasted text or .txt, .md, and .markdown uploads.
  • Storage: document text is analyzed ephemerally and is not saved as an application record.
  • Current gaps: PDF upload, scanned-document OCR, DOCX import, durable document libraries, and citation provenance.

When To Use It

Use Document Classifier when your main task is placement: where this document fits in the atlas and which assumptions shape it.

Use Paper Guide when you want a reader-first brief for one paper or chapter.

Use Draft Review when you want blindspot critique and revision moves for your own draft.

What You Get

  • Primary category, discipline, and subfield placement
  • Alternative subfield fits when the placement is ambiguous
  • Directly used frameworks and nearby atlas matches
  • Inherited assumptions tied to atlas frameworks or the selected subfield
  • Concept origins from relevant atlas material
  • Missing concepts when the document depends on ideas not yet well covered
  • Placement warnings

Limits

The result shows atlas lineage. It cannot prove where the author historically learned an idea, read a paper, or copied a concept from.

Example Input To Result

Input: a syllabus section that mixes cognitive psychology, learning science, and AI tutoring.

What Document Classifier should return:

  • primary category, discipline, and subfield placement
  • alternative subfields if the placement is ambiguous
  • directly used frameworks and weaker nearby atlas matches
  • inherited assumptions from nearby atlas frameworks
  • concept origins and missing map gaps when the document relies on concepts Noosaga does not yet cover well

Take action in the app

Put what you just read into practice.

Try interactive timeline: AlgebraBrowse atlas by fieldFAQ: timelines and maps