First, separate roles
Not all literature pages have the same role. By separating the pages that collect broadly, the pages that organize by unresolved problems, and the pages that integrate as proposals, we make it difficult for readers to lose track of what they are currently looking at.
If you want to see not only the difference in roles but also where to go back to unresolved problems, proposals, issues, and collaboration candidates after reading papers and literature maps, please see The straight path from literature to implementation and participation.
Collection of Papers is a broad archive, so the first chronological order does not necessarily correspond to technological frontier order. If you want to see technical routes such as decode, speech neuroprosthesis, ESI direct validation, human observability, and maintenance-state first, please enter from the Technology / Natural Science Priority Route in the collection of papers.
Ask first whether the paper is a demo, a direct validator, an observability-class advance, or a hidden-state boundary paper. That one question blocks a common scientific overread: "humans measured more, therefore hidden state is almost closed."
Do not stop at "same-subject", "multimodal", or "proxy-rich". Return next to Wiki: Human Proxy Composition and Route Maturity and Wiki: Measurement-stack observability and claim ceilings. On this site, the practical question is narrower: what did each row directly observe, what common-driver or vascular/autonomic route could still move with it, and what hidden-state family remains outside calibration?
Differences between the three pages
| Page | Role | What to do here | Things not to do here |
|---|---|---|---|
| Collection of papers | Wide entrance | The flow by year, existence of related papers, and guesses from the abstracts. Technical readers enter key primary sources through the preferred route. | Confirm the final evaluation of each paper only here. |
| Bibliography map | Organization by unresolved issues | See what is solved and what is unsolved for each U number. | The strength of a conclusion is determined by the number of citations alone. |
| Technical proposal | Integration of implementation strategies | Keep track of which proposals are out there, what state they are in, and what impact they have. | Acceptance of the proposal should be read as implementation completion. |
How deep should you read
| What you're looking at | You can stop on the spot | Return to original text |
|---|---|---|
| Thesis card | When you realize that your point is far from yours. | When you want to use methods, evaluations, and limitations as evidence. |
| Current U number map | When you know which U is relevant to you. | When you want to check whether the literature really works for that U. |
| Proposal summary table | When the streams and state involved are known. | When you want to judge acceptance or rejection or validity. |
Five rules to prevent misreading
Rule
- Don't confuse quantity with strength: The number of papers and citations is not the same as establishing a conclusion.
- Don't stop at the summary: Always go back to the DOI or original text when using it as evidence.
- Do not misread status labels: source_logged, proposal accepted, and document reflected each have different meanings.
- Do not collapse observability into sufficiency: A new human proxy or atlas can raise what is observable without proving state-complete measurement.
- Do not collapse proxy-rich into state-closed: Same-subject or multimodal human rows still need proxy-class, calibrator-role, and common-driver checks.
This page is a supplementary page that explains the role differences. If you want to organize publication source, document type, site status, and evidence class on a single page, look first at Wiki: How to read source types, status labels, and evidence classes, and the way the collection of papers and bibliographic maps will look will stabilize.
Where to go back next
If you want to view a wide range of papers, please go back to Paper Collection, if you want to start with unsolved problems, go to Literature Map, and if you want to follow proposals and implementation policies, go back to Technical Proposal.
If the paper is a living-human measurement paper that sounds close to whole-brain state measurement, go next to Human Proxy Composition and Route Maturity before promoting it in your head from "observability-class advance" to "state-identification evidence."