Revise documentation for clarity on research methods

[Blindspot22]

Updated the documentation to clarify the nature of the research specification and included a disclaimer about experimental targets.

What changed and why

Evidence

• Ran the affected script(s) locally end-to-end and pasted the exact
  output (or attached the generated results/reports/*.md) below.
• If this changes an existing claim, the old and new numbers are both
  shown, with the reason for the change stated (bigger n, bug fix,
  different method).
• If this is a negative result, it's kept and labeled as such --
  this project documents failures with the same rigor as successes
  (see README §2-3 for why).

paste command + output here

Checklist

• CI (reproduce.yml) passes on this branch.
• No claim in this PR is asserted without a script/report backing it
  (no "should improve" without a number).
• data/meta_dataset.db only changed if this PR explains why (new
  tasks, a real bugfix) -- not as a side effect of running a script
  locally before committing.
• README/docs.md updated if this PR changes a number or conclusion
  referenced there.

Open questions / requested feedback

Summary by CodeRabbit

• Documentation
  • Clarified that the document describes experimental targets rather than measured results.
  • Directed readers to the README for verified findings, including a corrected result and documented bug.

[coderabbitai]

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📥 Commits

Reviewing files that changed from the base of the PR and between 07e428a and 4f48d23.

📒 Files selected for processing (1)

• docs.md

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ℹ️ Recent review info

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Review profile: CHILL

Plan: Team

Run ID: 2b921ed1-ef22-4400-a67c-c8a4a6139038

📥 Commits

Reviewing files that changed from the base of the PR and between 0bdb904 and 07e428a.

📒 Files selected for processing (1)

• docs.md

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📝 Walkthrough

Walkthrough

The document introduction now identifies the content as a research specification. It distinguishes experimental targets from measured results and directs readers to the README for verified findings.

Changes

Documentation clarification

Layer / File(s)	Summary
Methodology note docs.md	Replaces the PRECOG title block with a note that distinguishes research specifications from measured results and references verified findings in the README.

Estimated code review effort: 1 (Trivial) | ~2 minutes

Merge Risk: ⚪ Minimal · up to 07e42

This change clarifies that the document describes research targets rather than measured results and directs readers to verified findings. It is ready to merge.

🚥 Pre-merge checks | ✅ 5

✅ Passed checks (5 passed)

Check name	Status	Explanation
Description Check	✅ Passed	Check skipped - CodeRabbit’s high-level summary is enabled.
Title check	✅ Passed	The title clearly describes the documentation change and its focus on research methods and experimental targets.
Docstring Coverage	✅ Passed	No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check. Docstring coverage is scoped to functions touched by this diff. Analyzed 0 functions across 0…
Linked Issues check	✅ Passed	Check skipped because no linked issues were found for this pull request.
Out of Scope Changes check	✅ Passed	Check skipped because no linked issues were found for this pull request.

✨ Finishing Touches

🧪 Generate unit tests (beta)

• Create PR with unit tests
• Commit unit tests in branch Blindspot22-patch-1

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[rustnew]

all good