.. meta::
   :description: AA b16 --- Open finalization tasks for the b19 SGIR pandemic paper. Migrated 2026m04d27 from source/matheology/hell/mm/b/19/si/aa-sgir-paper-tasks_2026m04d18.rst into the centralized AnyAims registry. Each task carries its own k (Kick) and s (Speed) AIMS coordinates.
   :keywords: AnyAims, AA b16, SGIR paper, b19, pandemic, finalization, sensitivity analysis, bridge appendix, literature review, ODE writeout, buy-in pricing
   :author: Yah, Yas, everyone, LLoL as Laurence Loewe of Laodicea, ClaudeOp47Max, Anthropic, and The Spirit of Boolean Truth


****************************************************************************************
AA b16: SGIR (b19) paper finalization tasks
****************************************************************************************

| **VVN:** ``aa-b16-sgir-paper-tasks-dv_ClaOp47Max_NNv1_2026m04d27``
| **Mode:** EDEN
| **Effort:** Max
| **Status:** OPEN (multiple sub-tasks; each has its own status below)
| **Origin:** Migrated 2026m04d27 from
  ``source/matheology/hell/mm/b/19/si/aa-sgir-paper-tasks_2026m04d18.rst``
  during the cleanup that followed the Zenodo Prototype Evolvix Compiler
  description revision (deposit DOI 10.5281/zenodo.19679456). The original
  flat-named file is now in
  ``source/matheology/hell/mm/b/19/si/HH/`` for historical reference; this
  AA b16 file is the canonical home going forward.


Background
=============

The b19 SGIR pandemic paper
(:doc:`/matheology/hell/mm/b/19/b19-sgir_basic-gap-of-germs-2020-epidemiology-oov1_2026`)
is at OOv3r0p0 (signed off by Claude Opus 4.7 Max in the 2026m04d21 PDF
restructure pass; LLoL Hu-VVN signature line still empty). The remaining
finalization tasks are listed below with their AIMS k (Kick = importance)
and s (Speed = urgency) coordinates.

The task list captures items LLoL identified during the SGIR adversarial
review session (2026m04d18) plus items surfaced subsequently. Most are
explicitly **deferred** due to LLoL's stated resource constraints --- they
would strengthen the paper but are not blocking first submission.


Task list
============

.. list-table:: AnyAims Task List for SGIR paper (b19) finalization
   :header-rows: 1
   :widths: 5 5 50 40

   * - k
     - s
     - Task
     - Notes / Status
   * - k5
     - s7
     - **Buy-in page: discuss global equity pricing.**
       The $8/person/year cap is deliberately calibrated to the
       median income of the world's poorest countries (widow's mite
       principle). The buy-in page should explain: (1) why the cap
       exists and who it is calibrated for; (2) how those in wealthier
       countries can sponsor access for others who lack credit cards
       or bank accounts; (3) the transparency regime that ensures the
       institution works for everybody including the weakest; (4) how
       the author's own resource constraints inform choices (e.g.,
       food-supply research for cheap-and-healthy trade-offs) that
       could benefit others in similar situations if scaled with a
       team; (5) current extreme inequalities and how the buy-in model
       addresses them. Defer full discussion until a team is available
       to help scale transparency.
     - **Status:** DEFERRED. From adversarial review Panel 7 (Global
       South) response. LLoL's design intent: everyone can buy-in to
       the effort of someone audited to work for EVERYBODY. This is
       not charity; it is shared investment in shared infrastructure.
   * - k4
     - s6
     - **Sensitivity analysis for 60-fold result.**
       Run limited parameter variations (even a few) to show
       robustness of multiplicative compounding effect.
     - **Status:** DEFERRED due to resource constraints. Even 3--5 runs
       with +/-25% variation in Shed and Catch rates would strengthen
       the paper substantially.
   * - k4
     - s6
     - **Non-US scenario.**
       Add one scenario with different population density and
       healthcare capacity parameters.
     - **Status:** DEFERRED. Would demonstrate generality beyond US
       context.
   * - k4
     - s7
     - **Decide what to do with the bridge appendix.**
       Options: (a) include with SGIR paper as supplementary,
       (b) publish separately, (c) fold into b18 candidacy as
       extension, (d) split into multiple targeted pieces.
     - **Status:** PENDING LLoL DECISION after reviewing appendix
       draft.
   * - k3
     - s2
     - **Full literature review and positioning.**
       Detailed comparison to Imperial College, IHME, SIDARTHE,
       and other COVID-19 models.
     - **Status:** DEFERRED. Key citations added to paper; full review
       requires more time than currently available.
   * - k3
     - s2
     - **ODE system writeout.**
       Explicit differential equations for the full model.
     - **Status:** DEFERRED to companion methods paper. Compiler +
       source code constitute executable specification for now.
   * - k3
     - s3
     - **Fill VVN (Hu) signature line in b19 header.**
       Line 84 of the b19 paper currently shows
       ``| **VVN (Hu):** |`` (empty). When LLoL is ready to sign off
       on the paper as human-OO, fill in the Hu VVN.
     - **Status:** PENDING LLoL DECISION. Surfaced 2026m04d27 during
       the AA migration.
   * - k4
     - s4
     - **Resolve ``si/wwv-sgir-evolvix-study`` toctree placement.**
       The file is currently commented out of b19's index.rst toctree
       (lines 34-35) with reason "Removed from toctree to prevent PDF
       citation conflicts". Decision needed: convert that file to use
       sphinxcontrib-bibtex (``:cite:`` syntax) instead of RST native
       footnote citations (``[X]_``), so the bibliography systems
       don't clash; or commit to a different placement.
     - **Status:** DONE 2026m04d27 (Claude Opus 4.7 Max, EDEN, max
       effort). All 12 RST-native ``[X]_`` citations were converted
       to ``:cite:`X``` against existing ``references.bib`` and
       ``b19-epidemiology.bib`` entries; ``EvolvixCompiler`` was
       renamed to ``PrototypeEvolvixCompiler`` per canonical key.
       File re-added to b19 toctree; build confirmed
       0 duplicate-citation warnings. Full audit trail at
       :doc:`/matheology/hell/ll/infra/b/14/b14-wwv-sgir-bibtex-migration-llog`.
   * - k4
     - s4
     - **Deposit ``PandemicSociety101`` model code on Zenodo.**
       SI.1 of the b19 paper notes this is "planned as part of the
       same #AuditTheMath campaign". The mechanics are identical to
       the Evolvix compiler deposit just completed.
     - **Status:** PENDING. Could be done in parallel with b19
       submission or as a separate session.
   * - k3
     - s4
     - **Submission path decision for b19.**
       Options: arXiv preprint, journal submission (which?), Zenodo
       deposit of paper itself, or all of the above.
     - **Status:** PENDING LLoL DECISION.


Companion prompt: ``si/wwv-sgir-evolvix-study`` toctree resolution
=====================================================================

For a fresh Claude session to resolve the toctree-conflict deferred
item above. Paste verbatim into the new session.

.. container:: verbatim-prompt

   Dedicated session: resolve the toctree-conflict for
   ``source/matheology/hell/mm/b/19/si/wwv-sgir-evolvix-study-dv_llol_oov1_2026m04d17.rst``
   so it can be re-included in the b19 paper's toctree without
   triggering Sphinx duplicate-citation-target warnings.

   Mode: EDEN. Effort: max.

   THE PROBLEM
   -----------
   The current b19 ``index.rst`` (lines 34-35) shows:

       .. Removed from toctree to prevent PDF citation conflicts:
       .. si/wwv-sgir-evolvix-study-dv_llol_oov1_2026m04d17

   Two files share the b19 directory tree but use *different* citation
   systems:

   - ``b19-sgir_basic-gap-of-germs-2020-epidemiology-oov1_2026.rst``
     uses sphinxcontrib-bibtex via ``:cite:`X``` (e.g.
     ``:cite:`PrototypeEvolvixCompiler``` after the 2026m04d27
     migration), with the bibliography entries living in
     ``source/_bib/references.bib`` and ``source/_bib/b19-epidemiology.bib``.
   - ``si/wwv-sgir-evolvix-study-dv_llol_oov1_2026m04d17.rst`` uses
     RST-native footnote-citation syntax via ``[X]_`` for references
     and ``.. [X] ...`` definitions inline at the end of the file
     (e.g. ``.. [PrototypeEvolvixCompiler] Loewe, L. (2015). ...``).

   When both files appear in the same toctree, Sphinx may emit
   duplicate-target warnings because the ``[X]`` HTML target is
   produced by both citation systems independently.

   THE GOAL
   --------
   Convert the wwv-sgir file to use sphinxcontrib-bibtex
   (``:cite:`X``` syntax) so its citations resolve through the same
   bibliography pipeline as b19. After conversion, re-add the file
   to b19's index.rst toctree and confirm the build is clean.

   STEPS
   -----
   1. Read ``source/matheology/hell/mm/b/19/si/wwv-sgir-evolvix-study-dv_llol_oov1_2026m04d17.rst``
      and inventory all RST-native citations: every ``[X]_`` reference
      and every ``.. [X] ...`` definition.
   2. For each cited key, check whether it already exists in
      ``source/_bib/references.bib`` or ``source/_bib/b19-epidemiology.bib``.
      If it exists, the conversion is a syntax change only.
      If it does not exist, add a new entry to whichever bib file fits
      its scope (cross-cutting → references.bib; b19-only → b19-epidemiology.bib).
   3. Replace ``[X]_`` with ``:cite:`X``` throughout the file. Delete
      the ``.. [X] ...`` definition lines at the bottom (the bibliography
      will now be rendered via sphinxcontrib-bibtex's ``bibliography``
      directive at the appropriate place in the file).
   4. Add a ``bibliography`` directive at the bottom of the file:

         .. bibliography::
            :filter: docname in docnames

      to render only the citations actually used in this file.
   5. Re-add the file to b19's ``index.rst`` toctree (uncomment the
      lines 34-35).
   6. Run ``make dev`` (or ``make html`` for the full multi-language
      build) and confirm there are no duplicate-citation warnings.
      Report any warnings honestly --- do not silence them.

   CONSTRAINTS
   -----------
   - Per LLoL's standing rule (CLAUDE.md): NEVER delete content files;
     if the wwv-sgir file is deemed obsolete after conversion, move
     it to a local ``HH/`` HistoryHeap folder for human review, do not
     delete.
   - Per CLAUDE.md Language Rules: use "test"/"check" not
     "validate"/"verify"; YYYYmMMdDD dates; OK/NOT OK not PASS/FAIL.
   - Do NOT silently change the citation key for ``EvolvixCompiler``
     in the wwv-sgir file --- the canonical key in references.bib is
     now ``PrototypeEvolvixCompiler`` (renamed 2026m04d27); update the
     wwv-sgir references to match.
   - The wwv-sgir file is dated 2026m04d17 in its filename; that is
     historical metadata. Update the file's internal VVN to reflect
     the conversion (e.g. ``dv_ClaOp47Max_OOv2r0p0_2026m04dXX_HHhMM``)
     when you record the new state, but do not rename the filename
     unless LLoL approves.

   OUTPUT
   ------
   - Updated wwv-sgir file with bibtex-style citations.
   - Possibly new entries in references.bib or b19-epidemiology.bib.
   - Updated b19 index.rst with the file re-added to the toctree.
   - A short report listing: which citations were converted, which
     bib entries were added (if any), the build outcome (OK / NOT OK
     with details), and any open items for LLoL.


Cross-references
==================

- :doc:`/_POST/AnyAims/index` --- AA registry (parent)
- :doc:`/matheology/hell/mm/b/19/index` --- the b19 paper home
- :doc:`/matheology/hell/mm/b/19/b19-sgir_basic-gap-of-germs-2020-epidemiology-oov1_2026`
  --- the paper itself
- :doc:`/_POST/AnyAims/b/11/b11-evolvix-integration-into-paper-sequence`
  --- companion AA on Evolvix integration across the broader paper sequence


----


| **Created by:** Claude Opus 4.7 Max in EDEN mode at LLoL's request
  (2026m04d27), migrating the existing flat-named SGIR-task file into the
  lettered-numbering AnyAims registry.
