Manuscript revision and pending experiment work, snapshot before restructuring
Clarity pass over the main text (36-item audit), Discussion rewrite and cut, acknowledgements, Souly et al. as ref 62, lettered SI panels, model section moved under Results; plus the untracked curriculum/society/compose/smol configs, runners, figures, stats and tests that the SI already cites. Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01Y64o8FKP7rCuXzC48pxpMm
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@ -18,7 +18,7 @@ import matplotlib.pyplot as plt
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import numpy as np
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sys.path.insert(0, str(Path(__file__).parent))
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from _figlib import load_bundle, savefig # noqa: E402
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from _figlib import load_bundle, savefig, letter_axes # noqa: E402
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def main(results_dir: str = "results/E3") -> None:
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@ -43,7 +43,7 @@ def main(results_dir: str = "results/E3") -> None:
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color=colors[pol], alpha=0.2)
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ax.set(xlabel="generation",
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ylabel=f"tail items alive in region {target}",
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title=f"Target region {target} (exercised): matched holds, uniform collapses")
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title=f"Target region {target} (exercised):\nmatched holds, uniform collapses")
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ax.legend(frameon=False)
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# Panel 2: stationary tail survival per region, uniform vs matched
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@ -60,12 +60,12 @@ def main(results_dir: str = "results/E3") -> None:
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ax.annotate("exercised", (target, ax.get_ylim()[1] * 0.9), fontsize=8,
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ha="center", color="gray")
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ax.set(xlabel="region", ylabel="stationary tail items alive",
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title="Uniform spreads thin; matched concentrates on the exercised region",
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title="Uniform spreads thin;\nmatched concentrates on the exercised region",
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xticks=regions)
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ax.legend(frameon=False)
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fig.suptitle("E3 — grounding must overlap the content it protects", y=1.02)
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fig.tight_layout()
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letter_axes(fig)
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savefig(fig, results_dir, "E3")
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