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authorYurenHao0426 <Blackhao0426@gmail.com>2026-04-08 20:22:05 -0500
committerYurenHao0426 <Blackhao0426@gmail.com>2026-04-08 20:22:05 -0500
commit72344e953b9e933a9961c3065a92c5518dd1cb93 (patch)
tree5a352e60ef02a995093e40772011fd0e9aed8f01 /results/confirmatory/B2_active_subset.csv
parentd1c22697a99c894f07db972acb5a1a9229b0276a (diff)
paper v2.36: add \paragraph{} headers throughout §3-§6 for readability
User feedback: "你能不能分点subsection甚至subsubsection?或者至少paragraph。 现在读起来很不顺畅,因为看起来太大块了" The recent v2.34-v2.35 expansions made several §4 paragraphs very long and dense. The user asked for visible structure (subsection / subsubsection / at least paragraph headers). Added \paragraph{} bold inline headers throughout §3-§6: §3 (Mode 1): - The two parts of Mode 1 - Falsification chain: four alternative attributions - Causal control: removing terminal LayerNorm on the same backbone §4 (Mode 2): - Mode 2 is present even when measurement is meaningful - A second metric with different failure modes agrees - Per-layer reporting is mandatory: layer-0 dominance - Method-dependent severity once Mode 1 is alleviated - Three functional metrics rank the methods consistently; cosine disagrees - A three-part proposition: observation, inference, mechanism hypothesis - Mode 1 may be a downstream symptom of Mode 2 - Hypothesis status and reporting rule §5 (Intervention): - The penalty rescues the measurement regime - Penalty alleviates Mode 2 only partially; the λ sweep separates the modes - Capacity-cost control: BP under the same penalty - Cross-architecture and depth-sweep evidence §6 (Protocol): - Start from measurement validity - Decision value: which diagnostics actually walk back which methods - Diagnostic roles and calibration Each paragraph now has a bold inline header that names what it argues for, so a reader skimming the §3-§6 mainline can navigate by header rather than parsing dense prose blocks. Used \paragraph{} (not \subsection{}) because: 1. \subsection{} would renumber the TOC and add another level of heading depth 2. \paragraph{} is the standard LaTeX inline-bold header that's visually distinct without breaking the section structure 3. Doesn't affect the figure/table numbering Page impact: total pages 19 → 20 (paragraph headers add ~1 line per header). Per the user's relaxed page budget, this is acceptable. §7 still starts on p10, references on p10-12. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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