# [HISTORICAL] rubric10_semantic Evaluation Summary (Publication Exemplar Run 2026-07-22)

> ⚠️  **Historical. These figures score records the study has since excluded.**
>
> The inputs were `data/d4d_concatenated/claudecode_agent/2026-04-10_sonnet-4.6/` and the
> flat pre-run-label layout. That label was archived as **unattestable** by
> `d4d runs archive --unattested` — its bundles were first committed after the
> runs executed, so the bytes those runs consumed cannot be verified. The records
> survive under `data/ATTIC/d4d_concatenated_archived/`, so every number here
> remains traceable to its input; none of it describes the current corpus.
>
> Do not cite these as current results. See #286.

Rubric: `rubric10_semantic` | Run: `2026-07-22` | Model (agent/core rows): `claude-fable-5`

## Overall Scores by Method × Project

| Method | AI_READI | CHORUS | CM4AI | VOICE | Mean |
|---|---|---|---|---|---|
| `claudecode_agent` | 37/50 (74.0%) | 36/50 (72.0%) | 41/50 (82.0%) | 44/50 (88.0%) | 79.0% |
| `claudecode_agent_core` | 44/50 (88.0%) | 42/50 (84.0%) | 43/50 (86.0%) | 47/50 (94.0%) | 88.0% |
| `gpt5` | 21/50 (42.0%) | — | — | — | 42.0% |

claudecode_agent / claudecode_agent_core rows: claude-fable-5, temperature 0.0, evaluated 2026-07-22. Other methods: earlier evaluations (self-described in each JSON).
