docs: archive the July 2026 report; new methodology for the opencv5 run
The July report (4-model ArcFace/LVFace bake-off, pre-opencv5 framework, 3-film training + held-out validation) is superseded by the opencv5 build: single-model LVFace-B, a 6-knob DE sweep over all 9 films, flood-fill presence, and the registry/decode fixes. Rather than overwrite it, archive it date-suffixed and start the current report fresh. - Rename the six July result pages to *-2026-07.md, rewrite their intra-archive cross-links, and add an "Archived (July 2026)" banner to each. - mkdocs nav: current report at top, the July set under an Archive section. - New docs/methodology.md for the opencv5 run: corrects the withdrawn anneal_sec/extinction_sec presence bridging (windows are now [first_seen, last_seen], AR-012/013), documents the two presence modes (track_extent / flood), and records that every eval scores all 9 films. The current experiment log (model-bakeoff.md) and Home rewrite land once the DE sweep converges and the final optimum is known.
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@@ -36,13 +36,15 @@ nav:
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- Home: index.md
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- How We Score Against X-Ray: methodology.md
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- Benchmark — SuperHero: benchmark.md
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- Findings:
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- Best Model: best-model.md
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- Gallery Scope (Full vs. Limited): gallery-scope.md
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- Pose Expansion: pose-expansion.md
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- LVFace Deep Dive: lvface-deep-dive.md
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- Full Experiment Log: model-bakeoff.md
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- Service Conversion (proposal): service-conversion.md
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- Archive (July 2026):
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- How We Scored (July): methodology-2026-07.md
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- Best Model: best-model-2026-07.md
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- Gallery Scope (Full vs. Limited): gallery-scope-2026-07.md
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- Pose Expansion: pose-expansion-2026-07.md
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- LVFace Deep Dive: lvface-deep-dive-2026-07.md
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- Full Experiment Log (July): model-bakeoff-2026-07.md
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markdown_extensions:
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- admonition
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