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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@ -17,7 +17,7 @@ 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, mean_ci, savefig # noqa: E402
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from _figlib import load_bundle, mean_ci, savefig, letter_axes # noqa: E402
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sys.path.insert(0, str(Path(__file__).parents[1] / "src"))
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from knowledge.analysis import critical_grounding, reduce_to_stationary # noqa: E402
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@ -88,7 +88,7 @@ def main(results_dir: str = "results/E2") -> None:
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ax.errorbar(mg, Mm, yerr=Mci, fmt="o-", color="#9467bd", capsize=3,
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label="tail truth-mass alive")
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ax.set(xlabel="grounding fraction $g$", ylabel="fraction of tail retained",
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title="Tail stays largely unrescued at feasible g\n(rises with g; motivates E4/E6)")
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title="Tail stays largely unrescued at feasible $g$\n(rises only slowly with $g$)")
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ax.legend(frameon=False, fontsize=9)
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# Panel D: per-rarity-band survival across g (band 0 = rarest)
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@ -106,9 +106,8 @@ def main(results_dir: str = "results/E2") -> None:
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title=r"Per-rarity band: the $m\,p^*_i\gtrsim1$ threshold (deep lags)")
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ax.legend(frameon=False, fontsize=8)
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fig.suptitle("E2 — a critical grounding ratio $g^\\star \\ll 1$ rescues diversity; "
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"the deep tail needs recombination", y=1.0, fontsize=13)
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fig.tight_layout()
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letter_axes(fig)
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savefig(fig, results_dir, "E2")
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