Field Notes · Scientific Oracle library
Editorial and evidence standard
Dates describe actual publication or substantive revision; sources remain visible; AI assistance does not turn generated text into evidence; and every guide states where computation stops and domain validation begins.
What these guides are
Each guide defines a decision, candidate routes, supporting and conflicting evidence, a fastest useful falsifier, stop conditions, and an evidence ceiling. It is not a completed investigation unless the page identifies the actual data, computation, and resulting artifacts.
Publication and revision dates
Published means the page first became public. Updated changes only after a substantive revision. Dates are not altered to imply a longer publication history or cosmetic freshness.
Source selection and appraisal
Sources favor primary literature, official guidance, repositories, standards, and public-data entry points. They remain starting points: applicability, study design, provenance, and conflicts must still be appraised for the accepted question.
AI and computational assistance
The library uses structured computational and AI-assisted drafting workflows. Model output is not treated as scientific evidence. Claims must remain traceable to visible sources, data, or explicitly identified reasoning.
Evidence ceiling and validation owner
Literature review, secondary-data analysis, simulation, and model comparison can rank directions and expose contradictions. They do not replace qualified clinical, laboratory, engineering, regulatory, or safety validation. The team acting on a recommendation owns that downstream validation.
Corrections
Material corrections update the visible revision date and preserve the limitations. Generated material may be corrected or withdrawn when its sources, reasoning, or wording do not meet this standard.