Files
pdf_signature_extraction/.planning/STATE.md
T
gbanyan e429e4eed1 Bootstrap .planning/ for Paper A v4.0 milestone
Hand-written minimal GSD scaffolding (PROJECT.md / REQUIREMENTS.md /
ROADMAP.md / STATE.md) without running /gsd-ingest-docs because:

  * 51 pre-existing markdown files exceed the v1 50-doc cap and most
    are stale (older review rounds, infrastructure notes) or already
    captured in auto-memory project_signature_research.md
  * Heavyweight ingest workflow not needed when project context is
    already comprehensive

PROJECT.md captures the Big-4 reframe key decision and the locked
v3.x history; REQUIREMENTS.md defines REQ-001..008 for v4.0;
ROADMAP.md lays out 7 phases (Foundation -> Methodology -> Results
-> Prose -> AI peer review -> Partner re-review -> Submission);
STATE.md anchors at Phase 1 entry on branch paper-a-v4-big4.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-12 14:43:34 +08:00

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# STATE — Current snapshot
**Date**: 2026-05-12
**Active milestone**: Paper A v4.0 — Big-4 reframe
**Active branch**: `paper-a-v4-big4` (3 commits ahead of `yolo-signature-pipeline`)
**Active phase**: Phase 1 — Foundation: Big-4 subset script reruns (not yet started)
## Recently completed (preceding this milestone)
- Paper A v3.20.0 shipped to partner Jimmy 2026-04-27, DOCX `~/Downloads/Paper_A_IEEE_Access_Draft_v3.20.0_20260505.docx`
- Spike Scripts 32-35 (commits `e1d81e3` `8ac0988` `55f9f94`) confirming Big-4-only scope is methodologically superior:
- Script 32: non-Firm-A calibration verdict C (negative, but with the bifurcation twist)
- Script 33: reverse-anchor PAPER_C_STRONG (rho=+0.744 directional / -0.927 bifurcation)
- Script 34: Big-4-only K=2 with dip-test multimodal p<0.0001, bootstrap CI [0.974, 0.977] / [3.48, 3.97]
- Script 35: firm × cluster cross-tab — Firm A 0% C1 / 82.5% C3, PwC 23.5% C1
## Pending — Phase 1 entry
- [ ] Refactor scripts 19, 20, 21, 24, 25 to accept `--scope=big4|full` flag
- [ ] Define `reports/v4_big4/` output convention
- [ ] Decide whether to retire Script 32-35 spikes or keep as historical artifacts (recommend: keep, treated as "v4.0 origin evidence")
## Blockers
None.
## Open questions deferred from spike
- Bootstrap stability of cosine and dHash crossings *jointly* (not just marginally) — addressed in Phase 1 if time permits
- K=2 vs K=3 final choice for §III-J — both reported, but operational classifier needs to commit to one (recommend K=2 for interpretability; K=3 in supplementary)
## Things to remember (per memory)
- Provenance-verify all empirical claims against fresh sqlite/grep ([[feedback-provenance-fabrication]])
- Don't mock the DB or use placeholders — every number must trace to a script + query
- Partner Jimmy already proposed Big-4 direction (this is execution, not pitching a new direction)
- Paper C standalone is shelved — folded into v4.0 §IV-K